{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "95c7cd36",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: pvlib in c:\\users\\magda\\anaconda3\\lib\\site-packages (0.10.5)\n",
      "Requirement already satisfied: numpy>=1.17.3 in c:\\users\\magda\\anaconda3\\lib\\site-packages (from pvlib) (1.26.4)\n",
      "Requirement already satisfied: pandas>=1.3.0 in c:\\users\\magda\\anaconda3\\lib\\site-packages (from pvlib) (2.1.4)\n",
      "Requirement already satisfied: pytz in c:\\users\\magda\\anaconda3\\lib\\site-packages (from pvlib) (2023.3.post1)\n",
      "Requirement already satisfied: requests in c:\\users\\magda\\anaconda3\\lib\\site-packages (from pvlib) (2.31.0)\n",
      "Requirement already satisfied: scipy>=1.6.0 in c:\\users\\magda\\anaconda3\\lib\\site-packages (from pvlib) (1.11.4)\n",
      "Requirement already satisfied: h5py in c:\\users\\magda\\anaconda3\\lib\\site-packages (from pvlib) (3.9.0)\n",
      "Requirement already satisfied: python-dateutil>=2.8.2 in c:\\users\\magda\\anaconda3\\lib\\site-packages (from pandas>=1.3.0->pvlib) (2.8.2)\n",
      "Requirement already satisfied: tzdata>=2022.1 in c:\\users\\magda\\anaconda3\\lib\\site-packages (from pandas>=1.3.0->pvlib) (2023.3)\n",
      "Requirement already satisfied: charset-normalizer<4,>=2 in c:\\users\\magda\\anaconda3\\lib\\site-packages (from requests->pvlib) (2.0.4)\n",
      "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\magda\\anaconda3\\lib\\site-packages (from requests->pvlib) (3.4)\n",
      "Requirement already satisfied: urllib3<3,>=1.21.1 in c:\\users\\magda\\anaconda3\\lib\\site-packages (from requests->pvlib) (2.4.0)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\magda\\anaconda3\\lib\\site-packages (from requests->pvlib) (2025.4.26)\n",
      "Requirement already satisfied: six>=1.5 in c:\\users\\magda\\anaconda3\\lib\\site-packages (from python-dateutil>=2.8.2->pandas>=1.3.0->pvlib) (1.16.0)\n"
     ]
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import os\n",
    "import datetime\n",
    "from matplotlib.lines import Line2D\n",
    "\n",
    "\n",
    "!pip install pvlib\n",
    "from scipy.special import lambertw\n",
    "\n",
    "from matplotlib.dates import DateFormatter\n",
    "from datetime import time\n",
    "import pvlib\n",
    "import seaborn as sns\n",
    "from sklearn.linear_model import LinearRegression\n",
    "import matplotlib.dates as mdates\n",
    "from sklearn.metrics import mean_absolute_error, mean_squared_error"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "d9d7bb7a",
   "metadata": {},
   "outputs": [],
   "source": [
    "from numpy.polynomial.polynomial import Polynomial\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "570bed43",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Constants\n",
    "Cp = 1005  # Specific heat capacity of dry air at constant pressure (J/kg/K)\n",
    "g = 9.81   # Acceleration due to gravity (m/s^2)\n",
    "\n",
    "A=6.11*100 #Pa\n",
    "beta=0.067 #K^-1\n",
    "Ttrip=273.16 #K\n",
    "epsilon=0.622\n",
    "sigma=5.67e-8 #W*m^-2*K^-4\n",
    "Lv = 2.5e6  # Latent heat of vaporization in J/kg\n",
    "\n",
    "Rd=287.04\n",
    "Rv=461.5\n",
    "\n",
    "rho_atm=1.225 #kg/m^3\n",
    "m_co2=0.044 #kg/mole molecular mass CO2\n",
    "m_atm=0.028 #molecular mass atmosphere"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "36fcbcb2",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Function to calculate saturation pressure (es) from temperature (T)\n",
    "def calculate_saturation_pressure(T):\n",
    "    #es = A*np.exp(beta*(T+273.15-Ttrip))  # Saturation vapor pressure in Pa\n",
    "    es=610.78*np.exp(17.2694*(T-Ttrip)/(T-35.86))\n",
    "    return es\n",
    "def calculate_saturation_specific_humidity(es, p):\n",
    "    #qv = epsilon * e *1000 / (p*100) # Specific humidity in g/kg\n",
    "    qs=es*1000/(p*100+(((Rv/Rd)-1)*(p*100-es)))\n",
    "    return qs\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "14e72333",
   "metadata": {},
   "outputs": [],
   "source": [
    "###LCL\n",
    "# Function to calculate pressure at altitude z given surface pressure and temperature\n",
    "def calculate_pressure(P_surf, z, T_surf):\n",
    "    #return P_surf * np.exp(-g * z / (Rd * T))\n",
    "    return P_surf * (1+(-g*z/(T_surf*Cp)))**(Cp/Rd)\n",
    "def calculate_saturation_specific_humidity_lcl(T, p):\n",
    "    es = 610.78 * np.exp(17.2694 * (T - Ttrip) / (T - 35.86))\n",
    "    qs = es * 1000 / (((Rv / Rd) * (p * 100 - es)) + es)\n",
    "   # qs=Rd*es*1000/(Rv*p*100)\n",
    "    return qs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "833c7f10",
   "metadata": {},
   "outputs": [],
   "source": [
    "def lcl(p, T, rh=None, rhl=None, rhs=None, return_ldl=False, return_min_lcl_ldl=False):\n",
    "    \"\"\"\n",
    "    Compute the lifting-condensation level (LCL) [m] (or deposition level LDL, or min(LCL,LDL))\n",
    "    following Romps (2017).  Inputs must be in SI units:\n",
    "\n",
    "      • p : pressure [Pa]  (positive)\n",
    "      • T : temperature [K] (positive)\n",
    "      • Exactly one of rh, rhl, rhs (each between 0 and 1)\n",
    "\n",
    "    Returns a float (or NumPy array of floats) giving height in meters.\n",
    "\n",
    "    Raises ValueError if more than one (or none) of {rh, rhl, rhs} is given,\n",
    "    or if the inputs are out of range.\n",
    "    \"\"\"\n",
    "\n",
    "    # 1) Input validation\n",
    "    p_arr = np.asarray(p, dtype=float)\n",
    "    T_arr = np.asarray(T, dtype=float)\n",
    "    if np.any(p_arr <= 0):\n",
    "        raise ValueError(\"Pressure p must be > 0 Pa.\")\n",
    "    if np.any(T_arr <= 0):\n",
    "        raise ValueError(\"Temperature T must be > 0 K.\")\n",
    "\n",
    "    provided = [rh is not None, rhl is not None, rhs is not None]\n",
    "    if sum(provided) != 1:\n",
    "        raise ValueError(f\"Exactly one of rh, rhl, rhs must be specified (you provided {sum(provided)}).\")\n",
    "\n",
    "    # If arrays are passed for rh/rhl/rhs, cast them to NumPy arrays\n",
    "    rh_arr  = np.asarray(rh,  dtype=float) if rh  is not None else None\n",
    "    rhl_arr = np.asarray(rhl, dtype=float) if rhl is not None else None\n",
    "    rhs_arr = np.asarray(rhs, dtype=float) if rhs is not None else None\n",
    "\n",
    "    for name, arr in ((\"rh\", rh_arr), (\"rhl\", rhl_arr), (\"rhs\", rhs_arr)):\n",
    "        if arr is not None and np.any((arr < 0) | (arr > 1)):\n",
    "            raise ValueError(f\"{name} must be between 0 and 1.\")\n",
    "\n",
    "    # 2) Physical constants (Romps 2017)\n",
    "    Ttrip = 273.16   # K\n",
    "    ptrip = 611.65   # Pa\n",
    "    E0v   = 2.3740e6 # J/kg\n",
    "    E0s   = 0.3337e6 # J/kg\n",
    "    ggr   = 9.81     # m/s²\n",
    "    rgasa = 287.04   # J/(kg·K)\n",
    "    rgasv = 461      # J/(kg·K)\n",
    "    cva   = 719      # J/(kg·K)\n",
    "    cvv   = 1418     # J/(kg·K)\n",
    "    cvl   = 4119     # J/(kg·K)\n",
    "    cvs   = 1861     # J/(kg·K)\n",
    "    cpa   = cva + rgasa\n",
    "    cpv   = cvv + rgasv\n",
    "\n",
    "    # 3) Helper functions for saturation vapor pressure (Pa)\n",
    "    def pvstarl(Tval):\n",
    "        # over liquid\n",
    "        return ptrip * (Tval/Ttrip)**((cpv - cvl)/rgasv) * np.exp(\n",
    "            (E0v - (cvv - cvl)*Ttrip)/rgasv * (1/Ttrip - 1/Tval)\n",
    "        )\n",
    "\n",
    "    def pvstars(Tval):\n",
    "        # over ice\n",
    "        return ptrip * (Tval/Ttrip)**((cpv - cvs)/rgasv) * np.exp(\n",
    "            (E0v + E0s - (cvv - cvs)*Ttrip)/rgasv * (1/Ttrip - 1/Tval)\n",
    "        )\n",
    "\n",
    "    # 4) Compute vapor pressure pv from whichever RH was provided\n",
    "    if rh_arr is not None:\n",
    "        # If T ≥ Ttrip, use RH over liquid; else over ice\n",
    "        pv = np.where(T_arr >= Ttrip,\n",
    "                      rh_arr * pvstarl(T_arr),\n",
    "                      rh_arr * pvstars(T_arr))\n",
    "    elif rhl_arr is not None:\n",
    "        pv = rhl_arr * pvstarl(T_arr)\n",
    "    else:  # rhs_arr is not None\n",
    "        pv = rhs_arr * pvstars(T_arr)\n",
    "\n",
    "    # 5) If pv > p anywhere, set those points to NaN (no finite LCL)\n",
    "    pv = np.where(pv > p_arr, np.nan, pv)\n",
    "\n",
    "    # 6) Recompute all three humidity ratios at the ambient T:\n",
    "    rhl_new = pv / pvstarl(T_arr)\n",
    "    rhs_new = pv / pvstars(T_arr)\n",
    "    rh_new  = np.where(T_arr >= Ttrip, rhl_new, rhs_new)\n",
    "\n",
    "    # 7) Mixed‐gas parameters\n",
    "    qv   = rgasa * pv / (rgasv * p_arr + (rgasa - rgasv) * pv)\n",
    "    rgasm= (1 - qv)*rgasa + qv*rgasv\n",
    "    cpm  = (1 - qv)*cpa + qv*cpv\n",
    "\n",
    "    # 8) Dry‐adiabatic limit (if rh = 0, no condensation)\n",
    "    dry_case = (rh_new == 0)\n",
    "    lcl_dry = cpm * T_arr / ggr\n",
    "\n",
    "    # 9) Liquid branch coefficients\n",
    "    aL = -(cpv - cvl)/rgasv + cpm/rgasm\n",
    "    bL = -(E0v - (cvv - cvl)*Ttrip) / (rgasv * T_arr)\n",
    "    cL = (pv / pvstarl(T_arr)) * np.exp(-(E0v - (cvv - cvl)*Ttrip)/(rgasv * T_arr))\n",
    "\n",
    "    # 10) Solid branch coefficients\n",
    "    aS = -(cpv - cvs)/rgasv + cpm/rgasm\n",
    "    bS = -(E0v + E0s - (cvv - cvs)*Ttrip)/(rgasv * T_arr)\n",
    "    cS = (pv / pvstars(T_arr)) * np.exp(-(E0v + E0s - (cvv - cvs)*Ttrip)/(rgasv * T_arr))\n",
    "\n",
    "    # 11) Evaluate LambertW on branch = –1\n",
    "    W_L = lambertw(bL/aL * cL**(1.0/aL), k=-1).real\n",
    "    W_S = lambertw(bS/aS * cS**(1.0/aS), k=-1).real\n",
    "\n",
    "    lcl_liquid = cpm * T_arr / ggr * (1.0 - bL/(aL * W_L))\n",
    "    lcl_solid  = cpm * T_arr / ggr * (1.0 - bS/(aS * W_S))\n",
    "\n",
    "    # 12) Combine dry/condensing results\n",
    "    lcl_all = np.where(dry_case, lcl_dry, lcl_liquid)\n",
    "    ldl_all = np.where(dry_case, lcl_dry, lcl_solid)\n",
    "\n",
    "    # 13) Handle return flags\n",
    "    if return_ldl and return_min_lcl_ldl:\n",
    "        raise ValueError(\"Cannot set both return_ldl and return_min_lcl_ldl to True.\")\n",
    "    elif return_ldl:\n",
    "        return ldl_all.astype(float)\n",
    "    elif return_min_lcl_ldl:\n",
    "        return np.minimum(lcl_all, ldl_all).astype(float)\n",
    "    else:\n",
    "        return lcl_all.astype(float)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "78bf0a9a",
   "metadata": {},
   "source": [
    "### Compare CO2 flux"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "f72141cf",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Index(['Timestamp', 'Tau', 'qc_Tau', 'H', 'qc_H', 'qc_LE', 'co2_flux',\n",
      "       'qc_co2_flux', 'h2o_flux', 'qc_h2o_flux', 'ch4_flux', 'qc_ch4_flux',\n",
      "       'co2_mole_fraction', 'h2o_mole_fraction', 'ch4_mole_fraction', 'u*',\n",
      "       'L', 'u_var', 'v_var', 'w_var', 'ts_var', 'LE'],\n",
      "      dtype='object')\n"
     ]
    }
   ],
   "source": [
    "data_vl = r'C:\\Users\\magda\\Master_Thesis\\Fluxes_Other_Stations_May_20_26'\n",
    "vl_file=os.path.join(data_vl,'Veenkampen_Fluxes.csv')\n",
    "vl=pd.read_csv(vl_file)\n",
    "loo_file=os.path.join(data_vl,'Loobos_Fluxes.csv')\n",
    "loo=pd.read_csv(loo_file)\n",
    "ams_file=os.path.join(data_vl,'Amsterdam_Fluxes.csv')\n",
    "ams=pd.read_csv(ams_file)\n",
    "\n",
    "print(loo.columns)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "5c1b3f22",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Veenkampen\n",
    "#print(vl['co2_flux'])\n",
    "# Convert Timestamp column to datetime format\n",
    "vl['Timestamp'] = pd.to_datetime(vl['Timestamp'], format='%Y-%m-%d %H:%M:%S',errors='coerce')\n",
    "# Convert co2_flux column to numeric, coerce errors to NaN\n",
    "vl['co2_flux'] = pd.to_numeric(vl['co2_flux'], errors='coerce')\n",
    "\n",
    "# Drop rows with NaN values in co2_flux (if any)\n",
    "vl.dropna(subset=['co2_flux'], inplace=True)\n",
    "\n",
    "# Convert µmol m-2 s-1 to ppm m s^-1\n",
    "mol_m2_s = vl['co2_flux'] / 1e6  # Convert µmol m-2 s-1 to mol m-2 s-1\n",
    "ppm_m_s = (mol_m2_s / 22.414) * 1e6   # Convert mol m-2 s-1 to ppm m s^-1\n",
    "\n",
    "# Add the converted values back to the DataFrame\n",
    "vl['F_CO2_ppm_ms'] = ppm_m_s\n",
    "\n",
    "#Loobos\n",
    "# Convert Timestamp column to datetime format\n",
    "loo['Timestamp'] = pd.to_datetime(loo['Timestamp'], format='%Y-%m-%d %H:%M:%S',errors='coerce')\n",
    "# Convert co2_flux column to numeric, coerce errors to NaN\n",
    "loo['co2_flux'] = pd.to_numeric(loo['co2_flux'], errors='coerce')\n",
    "\n",
    "# Drop rows with NaN values in co2_flux (if any)\n",
    "loo.dropna(subset=['co2_flux'], inplace=True)\n",
    "\n",
    "# Convert µmol m-2 s-1 to ppm m s^-1\n",
    "# Add the converted values back to the DataFrame\n",
    "loo['F_CO2_ppm_ms'] = ((loo['co2_flux'] / 1e6 )/ 22.414) * 1e6  \n",
    "\n",
    "#Amsterdam\n",
    "\n",
    "# Convert Timestamp column to datetime format\n",
    "ams['Timestamp'] = pd.to_datetime(ams['Timestamp'], format='%Y-%m-%d %H:%M:%S',errors='coerce')\n",
    "# Convert co2_flux column to numeric, coerce errors to NaN\n",
    "ams['co2_flux'] = pd.to_numeric(ams['co2_flux'], errors='coerce')\n",
    "\n",
    "# Drop rows with NaN values in co2_flux (if any)\n",
    "ams.dropna(subset=['co2_flux'], inplace=True)\n",
    "\n",
    "# Convert µmol m-2 s-1 to ppm m s^-1\n",
    "# Add the converted values back to the DataFrame\n",
    "ams['F_CO2_ppm_ms'] = ((ams['co2_flux'] / 1e6 )/ 22.414) * 1e6  \n",
    "\n",
    "# Plot CO2 flux vs time\n",
    "plt.figure(figsize=(12, 6))\n",
    "plt.plot(vl['Timestamp'], vl['F_CO2_ppm_ms'], marker='o', linestyle='-', color='b',label='Veenkampen')\n",
    "plt.plot(loo['Timestamp'], loo['F_CO2_ppm_ms'], marker='x', linestyle='-', color='r',label='Loobos')\n",
    "plt.plot(ams['Timestamp'], ams['F_CO2_ppm_ms'], marker='+', linestyle='-', color='g',label='Amsterdam')\n",
    "\n",
    "plt.title('CO2 Flux vs Time')\n",
    "plt.xlabel('Time')\n",
    "plt.ylabel('CO2 Flux (ppm*ms^-1)')\n",
    "plt.grid(True)\n",
    "plt.legend()\n",
    "plt.xticks(rotation=45)\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "437e4f71",
   "metadata": {},
   "source": [
    "### 10 min dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "cc35ffc7",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Index(['TIMESTAMP', 'wT_Flux', 'wrhoqv_Flux', 'Average_Temperature',\n",
      "       'Average_Temperature_Corr', 'Average_H2O_Density',\n",
      "       'Average_CO2_Density', 'wrhoCO2_Flux', 'Average_Wind_Ux',\n",
      "       'Average_Wind_Uy', 'Average_Wind_Uz', 'uw_flux', 'vw_flux', 'uv_flux',\n",
      "       'IR20Up', 'IR20Dn', 'NetRl', 'SR15D1Up_Irr', 'SR15D1Dn_Irr', 'NetRs',\n",
      "       'Albedo', 'CSI', 'Net_Radiation_10min', 'AirTC_E5567_Avg',\n",
      "       'RH_E5567_Avg', 'AirTC_E5568_Avg', 'RH_E5568_Avg', 'AirTC_E5569_Avg',\n",
      "       'RH_E5569_Avg', 'AirTC_E5570_Avg', 'RH_E5570_Avg', 'AirTC_E5571_Avg',\n",
      "       'RH_E5571_Avg', 'WS_ms_D15008_Avg', 'WindDir_D15008_Avg',\n",
      "       'WindDir_D15008_StDev', 'WS_ms_D15014_Avg', 'WindDir_D15014_Avg',\n",
      "       'WindDir_D15014_StDev', 'WS_ms_D15463_Avg', 'WindDir_D15463_Avg',\n",
      "       'WindDir_D15463_StDev', 'BP_mbar_Avg', 'Temperature_K_2',\n",
      "       'Dry_Static_Energy_2', 'Temperature_K_2.99', 'Dry_Static_Energy_2.99',\n",
      "       'Temperature_K_4.47', 'Dry_Static_Energy_4.47', 'Temperature_K_6.69',\n",
      "       'Dry_Static_Energy_6.69', 'Temperature_K_10', 'Dry_Static_Energy_10',\n",
      "       'qv_2m', 'qv_2.99m', 'qv_4.47m', 'qv_6.69m', 'qv_10m', 'qs_2m',\n",
      "       'Virtual_Dry_Static_Energy_2', 'qs_2.99m',\n",
      "       'Virtual_Dry_Static_Energy_2.99', 'qs_4.47m',\n",
      "       'Virtual_Dry_Static_Energy_4.47', 'qs_6.69m',\n",
      "       'Virtual_Dry_Static_Energy_6.69', 'qs_10m',\n",
      "       'Virtual_Dry_Static_Energy_10', 'rho_air', 'rho_air_Tv', 'tau_xz',\n",
      "       'tau_yz', 'tau_xy', 'SHF', 'qv_sonic', 'wqv_Flux', 'LHF', 'G',\n",
      "       'Wind_Speed', 'PPM_CO2', 'F_CO2', 'uw_flux_corr', 'vw_flux_corr',\n",
      "       'uv_flux_corr', 'tau_xz_corr', 'tau_yz_corr', 'tau_xy_corr'],\n",
      "      dtype='object')\n"
     ]
    }
   ],
   "source": [
    "# Define the path to the directory containing the data files\n",
    "# 1) Single place to change:\n",
    "date_str  = '2024-05-23'    # ← only line you ever edit\n",
    "month_str = date_str[:7]    # '2024-03'\n",
    "data_dir = f'C:\\\\Users\\\\magda\\\\Master_Thesis\\\\Sonic\\\\{month_str}\\\\{date_str}'\n",
    "\n",
    "input_file = os.path.join(data_dir, 'merged_data_10min.csv')\n",
    "\n",
    "# Step 3: Load the data\n",
    "merged_data_10min = pd.read_csv(input_file)\n",
    "\n",
    "# Display the first few rows of the DataFrame to verify the data is loaded correctly\n",
    "print(merged_data_10min.columns)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5cb32e68",
   "metadata": {},
   "source": [
    "### LCL"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "95ef61dc",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'\\n# Filter data for the specific timestamp\\n#specific_timestamp = \\'2024-05-03 13:10:00\\'\\n#filtered_data = merged_data_10min[merged_data_10min[\\'TIMESTAMP\\'] == specific_timestamp]\\n# Heights (in meters)\\nheights_m = np.array([2, 2.99, 4.47, 6.69, 10])\\n\\n# Extracted qv and qs values (in g/kg) at the given heights for a specific timestamp\\nqv_values = np.array([filtered_data[\\'qv_2m\\'].values[0], \\n                      filtered_data[\\'qv_2.99m\\'].values[0], \\n                      filtered_data[\\'qv_4.47m\\'].values[0], \\n                      filtered_data[\\'qv_6.69m\\'].values[0], \\n                      filtered_data[\\'qv_10m\\'].values[0]])\\n\\nqs_values = np.array([filtered_data[\\'qs_2m\\'].values[0], \\n                      filtered_data[\\'qs_2.99m\\'].values[0], \\n                      filtered_data[\\'qs_4.47m\\'].values[0], \\n                      filtered_data[\\'qs_6.69m\\'].values[0], \\n                      filtered_data[\\'qs_10m\\'].values[0]])\\n\\n# Step 1: Linear fit (extrapolation) for qs\\n# Fit a linear model for qs vs height\\nqs_slope, qs_intercept = np.polyfit(heights_m, qs_values, 1)\\n\\n# Create a linear function for qs\\ndef qs_extrapolated(height):\\n    return qs_slope * height + qs_intercept\\n\\n# Step 2: Assume constant qv (last value in qv_values array)\\nqv_constant = qv_values[0]\\n\\n# Step 3: Find the height where qv_constant = qs_extrapolated(height)\\n# Solve for height: qv_constant = qs_slope * height + qs_intercept\\nLCL_height = (qv_constant - qs_intercept) / qs_slope\\n\\n# Plotting qv, qs and the extrapolated qs curve\\nplt.figure(figsize=(10, 6))\\n\\n# Plot qv\\nplt.plot(qv_values, heights_m, label=\\'qv (Specific Humidity)\\', marker=\\'o\\', linestyle=\\'--\\', color=\\'blue\\')\\n\\n# Plot qs\\nplt.plot(qs_values, heights_m, label=\\'qs (Saturation Specific Humidity)\\', marker=\\'o\\', linestyle=\\'-\\', color=\\'orange\\')\\n\\n# Plot the extrapolated qs curve\\nextrapolated_heights = np.linspace(0, LCL_height + 50, 100)  # We extend the height range a bit for visualization\\nextrapolated_qs = qs_extrapolated(extrapolated_heights)\\nplt.plot(extrapolated_qs, extrapolated_heights, label=\\'Extrapolated qs\\', linestyle=\\'-\\', color=\\'orange\\', alpha=0.6)\\n\\n# Plot the LCL (intersection point)\\nplt.axhline(LCL_height, color=\\'green\\', linestyle=\\'--\\', label=f\\'LCL at {LCL_height:.2f} m\\')\\n\\n# Annotations and labels\\nplt.title(f\\'qv and qs Profiles with Extrapolated LCL for {specific_timestamp}\\')\\nplt.xlabel(\\'Specific Humidity (g/kg)\\')\\nplt.ylabel(\\'Height (m)\\')\\nplt.grid()\\nplt.legend()\\n\\n# Show the plot\\nplt.show()\\n\\nprint(f\"Estimated LCL height: {LCL_height:.2f} meters\")\\n'"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "'''\n",
    "# Filter data for the specific timestamp\n",
    "#specific_timestamp = '2024-05-03 13:10:00'\n",
    "#filtered_data = merged_data_10min[merged_data_10min['TIMESTAMP'] == specific_timestamp]\n",
    "# Heights (in meters)\n",
    "heights_m = np.array([2, 2.99, 4.47, 6.69, 10])\n",
    "\n",
    "# Extracted qv and qs values (in g/kg) at the given heights for a specific timestamp\n",
    "qv_values = np.array([filtered_data['qv_2m'].values[0], \n",
    "                      filtered_data['qv_2.99m'].values[0], \n",
    "                      filtered_data['qv_4.47m'].values[0], \n",
    "                      filtered_data['qv_6.69m'].values[0], \n",
    "                      filtered_data['qv_10m'].values[0]])\n",
    "\n",
    "qs_values = np.array([filtered_data['qs_2m'].values[0], \n",
    "                      filtered_data['qs_2.99m'].values[0], \n",
    "                      filtered_data['qs_4.47m'].values[0], \n",
    "                      filtered_data['qs_6.69m'].values[0], \n",
    "                      filtered_data['qs_10m'].values[0]])\n",
    "\n",
    "# Step 1: Linear fit (extrapolation) for qs\n",
    "# Fit a linear model for qs vs height\n",
    "qs_slope, qs_intercept = np.polyfit(heights_m, qs_values, 1)\n",
    "\n",
    "# Create a linear function for qs\n",
    "def qs_extrapolated(height):\n",
    "    return qs_slope * height + qs_intercept\n",
    "\n",
    "# Step 2: Assume constant qv (last value in qv_values array)\n",
    "qv_constant = qv_values[0]\n",
    "\n",
    "# Step 3: Find the height where qv_constant = qs_extrapolated(height)\n",
    "# Solve for height: qv_constant = qs_slope * height + qs_intercept\n",
    "LCL_height = (qv_constant - qs_intercept) / qs_slope\n",
    "\n",
    "# Plotting qv, qs and the extrapolated qs curve\n",
    "plt.figure(figsize=(10, 6))\n",
    "\n",
    "# Plot qv\n",
    "plt.plot(qv_values, heights_m, label='qv (Specific Humidity)', marker='o', linestyle='--', color='blue')\n",
    "\n",
    "# Plot qs\n",
    "plt.plot(qs_values, heights_m, label='qs (Saturation Specific Humidity)', marker='o', linestyle='-', color='orange')\n",
    "\n",
    "# Plot the extrapolated qs curve\n",
    "extrapolated_heights = np.linspace(0, LCL_height + 50, 100)  # We extend the height range a bit for visualization\n",
    "extrapolated_qs = qs_extrapolated(extrapolated_heights)\n",
    "plt.plot(extrapolated_qs, extrapolated_heights, label='Extrapolated qs', linestyle='-', color='orange', alpha=0.6)\n",
    "\n",
    "# Plot the LCL (intersection point)\n",
    "plt.axhline(LCL_height, color='green', linestyle='--', label=f'LCL at {LCL_height:.2f} m')\n",
    "\n",
    "# Annotations and labels\n",
    "plt.title(f'qv and qs Profiles with Extrapolated LCL for {specific_timestamp}')\n",
    "plt.xlabel('Specific Humidity (g/kg)')\n",
    "plt.ylabel('Height (m)')\n",
    "plt.grid()\n",
    "plt.legend()\n",
    "\n",
    "# Show the plot\n",
    "plt.show()\n",
    "\n",
    "print(f\"Estimated LCL height: {LCL_height:.2f} meters\")\n",
    "'''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "45e0cf77",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'\\nP_surf = filtered_data[\\'BP_mbar_Avg\\'].values[0]  # Surface pressure in mbar\\nT_surf = filtered_data[\\'Temperature_K_2.99\\'].values[0]  # Surface temperature in Kelvin (e.g., from Temperature_K_2 column)\\nheights_km = np.linspace(0, 10, 100)  # Heights from 0 to 10 km\\n# Function to calculate saturation specific humidity (qs)\\ndef calculate_saturation_specific_humidity(T, p):\\n    es = 610.78 * np.exp(17.2694 * (T - Ttrip) / (T - 35.86))\\n    qs = es * 1000 / (((Rv / Rd) * (p * 100 - es)) + es)\\n   # qs=Rd*es*1000/(Rv*p*100)\\n    return qs\\n# Function to calculate pressure at altitude z given surface pressure and temperature\\ndef calculate_pressure(P_surf, z, T_surf):\\n    #return P_surf * np.exp(-g * z / (Rd * T))\\n    return P_surf * (1+(-g*z/(T_surf*Cp)))**(Cp/Rd)\\n\\n# Arrays to store qs values\\nqs_values = []\\n\\n# Calculate qs over height\\nfor z in heights_km * 1000:  # Convert heights to meters\\n    # Temperature at height z (K), assuming a lapse rate of -9.8 K/km\\n    T_z = T_surf - 9.8 * (z / 1000)\\n    \\n    # Pressure at height z\\n    p_z = calculate_pressure(P_surf, z, T_surf)\\n    \\n    # Saturation specific humidity at height z\\n    qs_z = calculate_saturation_specific_humidity(T_z, p_z)\\n    \\n    # Store qs value\\n    qs_values.append(qs_z)\\n\\n# Convert qs_values to a numpy array for plotting\\nqs_values = np.array(qs_values)\\n\\nqv_extrapolated = np.interp(heights_km, heights_m, qv_values)\\n\\n\\n\\n# Find the LCL: where qv and qs intersect\\nLCL_height = None\\nfor i in range(len(heights_km)):\\n    if qv_extrapolated[i] >= qs_values[i]:  # Find the point where qv crosses qs\\n        LCL_height = heights_km[i]  # Height at which they intersect\\n        break\\n\\n# Plotting qv and qs\\nplt.figure(figsize=(10, 6))\\nplt.plot(qv_extrapolated, heights_km, label=\\'Extrapolated qv (Specific Humidity)\\', color=\\'blue\\', linestyle=\\'--\\', marker=\\'o\\')\\nplt.plot(qs_values, heights_km, label=\\'qs (Saturation Specific Humidity)\\', color=\\'orange\\', linestyle=\\'-\\', marker=\\'o\\')\\n\\n# Mark the LCL\\nif LCL_height is not None:\\n    plt.axhline(y=LCL_height, color=\\'green\\', linestyle=\\'--\\', label=f\\'LCL at {LCL_height:.2f} km\\')\\n\\n# Annotations and labels\\nplt.title(\\'Specific Humidity (qv) and Saturation Specific Humidity (qs)\\')\\nplt.xlabel(\\'Specific Humidity (g/kg)\\')\\nplt.ylabel(\\'Height (km)\\')\\nplt.grid()\\nplt.legend()\\nplt.show()\\n\\nif LCL_height is not None:\\n    print(f\"Estimated LCL height (Cloud Base Height): {LCL_height:.2f} km\")\\nelse:\\n    print(\"No LCL found where qv intersects qs.\")\\n# Optional: Print the qs values at each height for inspection\\nfor h, qs in zip(heights_km, qs_values):\\n    print(f\"Height: {h:.2f} km, Saturation Specific Humidity: {qs:.4f} g/kg\")\\n'"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "'''\n",
    "P_surf = filtered_data['BP_mbar_Avg'].values[0]  # Surface pressure in mbar\n",
    "T_surf = filtered_data['Temperature_K_2.99'].values[0]  # Surface temperature in Kelvin (e.g., from Temperature_K_2 column)\n",
    "heights_km = np.linspace(0, 10, 100)  # Heights from 0 to 10 km\n",
    "# Function to calculate saturation specific humidity (qs)\n",
    "def calculate_saturation_specific_humidity(T, p):\n",
    "    es = 610.78 * np.exp(17.2694 * (T - Ttrip) / (T - 35.86))\n",
    "    qs = es * 1000 / (((Rv / Rd) * (p * 100 - es)) + es)\n",
    "   # qs=Rd*es*1000/(Rv*p*100)\n",
    "    return qs\n",
    "# Function to calculate pressure at altitude z given surface pressure and temperature\n",
    "def calculate_pressure(P_surf, z, T_surf):\n",
    "    #return P_surf * np.exp(-g * z / (Rd * T))\n",
    "    return P_surf * (1+(-g*z/(T_surf*Cp)))**(Cp/Rd)\n",
    "\n",
    "# Arrays to store qs values\n",
    "qs_values = []\n",
    "\n",
    "# Calculate qs over height\n",
    "for z in heights_km * 1000:  # Convert heights to meters\n",
    "    # Temperature at height z (K), assuming a lapse rate of -9.8 K/km\n",
    "    T_z = T_surf - 9.8 * (z / 1000)\n",
    "    \n",
    "    # Pressure at height z\n",
    "    p_z = calculate_pressure(P_surf, z, T_surf)\n",
    "    \n",
    "    # Saturation specific humidity at height z\n",
    "    qs_z = calculate_saturation_specific_humidity(T_z, p_z)\n",
    "    \n",
    "    # Store qs value\n",
    "    qs_values.append(qs_z)\n",
    "\n",
    "# Convert qs_values to a numpy array for plotting\n",
    "qs_values = np.array(qs_values)\n",
    "\n",
    "qv_extrapolated = np.interp(heights_km, heights_m, qv_values)\n",
    "\n",
    "\n",
    "\n",
    "# Find the LCL: where qv and qs intersect\n",
    "LCL_height = None\n",
    "for i in range(len(heights_km)):\n",
    "    if qv_extrapolated[i] >= qs_values[i]:  # Find the point where qv crosses qs\n",
    "        LCL_height = heights_km[i]  # Height at which they intersect\n",
    "        break\n",
    "\n",
    "# Plotting qv and qs\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(qv_extrapolated, heights_km, label='Extrapolated qv (Specific Humidity)', color='blue', linestyle='--', marker='o')\n",
    "plt.plot(qs_values, heights_km, label='qs (Saturation Specific Humidity)', color='orange', linestyle='-', marker='o')\n",
    "\n",
    "# Mark the LCL\n",
    "if LCL_height is not None:\n",
    "    plt.axhline(y=LCL_height, color='green', linestyle='--', label=f'LCL at {LCL_height:.2f} km')\n",
    "\n",
    "# Annotations and labels\n",
    "plt.title('Specific Humidity (qv) and Saturation Specific Humidity (qs)')\n",
    "plt.xlabel('Specific Humidity (g/kg)')\n",
    "plt.ylabel('Height (km)')\n",
    "plt.grid()\n",
    "plt.legend()\n",
    "plt.show()\n",
    "\n",
    "if LCL_height is not None:\n",
    "    print(f\"Estimated LCL height (Cloud Base Height): {LCL_height:.2f} km\")\n",
    "else:\n",
    "    print(\"No LCL found where qv intersects qs.\")\n",
    "# Optional: Print the qs values at each height for inspection\n",
    "for h, qs in zip(heights_km, qs_values):\n",
    "    print(f\"Height: {h:.2f} km, Saturation Specific Humidity: {qs:.4f} g/kg\")\n",
    "'''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "2162405b",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "\n",
    "measured_heights = np.array([2, 2.99, 4.47, 6.69, 10])\n",
    "\n",
    "# Heights in kilometers\n",
    "heights_km = np.linspace(0, 10, 100)  # Heights from 0 to 10 km\n",
    "\n",
    "\n",
    "# Prepare to calculate LCL for each timestamp in merged_data_10min\n",
    "lcl_list = []\n",
    "\n",
    "# Loop through each row in the DataFrame\n",
    "for index, row in merged_data_10min.iterrows():\n",
    "    # Extract surface pressure and temperatures for this timestamp\n",
    "    P_surf = row['BP_mbar_Avg']  # Surface pressure in mbar\n",
    "    T_surf = row['Temperature_K_2']  # Surface temperature in Kelvin\n",
    "\n",
    "    # Extract qv values for this timestamp\n",
    "    qv_values = np.array([\n",
    "        row['qv_2m'],\n",
    "        row['qv_2.99m'],\n",
    "        row['qv_4.47m'],\n",
    "        row['qv_6.69m'],\n",
    "        row['qv_10m']\n",
    "    ])  # Specific humidity in g/kg\n",
    "\n",
    "    # Arrays to store qs values\n",
    "    qs_values = []\n",
    "\n",
    "    # Calculate qs over height\n",
    "    for z in heights_km * 1000:  # Convert heights to meters\n",
    "        # Temperature at height z (K), assuming a lapse rate of -9.8 K/km\n",
    "        T_z = T_surf - 9.8 * (z / 1000)\n",
    "        \n",
    "        # Pressure at height z\n",
    "        p_z = calculate_pressure(P_surf, z, T_surf)\n",
    "        \n",
    "        # Saturation specific humidity at height z\n",
    "        qs_z = calculate_saturation_specific_humidity_lcl(T_z, p_z)\n",
    "        \n",
    "        # Store qs value\n",
    "        qs_values.append(qs_z)\n",
    "\n",
    "    # Convert qs_values to a numpy array for further processing\n",
    "    qs_values = np.array(qs_values)\n",
    "\n",
    "    # Extrapolate qv to the height range\n",
    "    qv_extrapolated = np.interp(heights_km, measured_heights / 1000, qv_values)\n",
    "\n",
    "    # Find the LCL: where qv and qs intersect\n",
    "    LCL_height = None\n",
    "    for i in range(len(heights_km)):\n",
    "        if qv_extrapolated[i] >= qs_values[i]:  # Find the point where qv crosses qs\n",
    "            LCL_height = heights_km[i]  # Height at which they intersect\n",
    "            break\n",
    "\n",
    "    # Append LCL height for this timestamp\n",
    "    lcl_list.append(LCL_height)\n",
    "\n",
    "# Convert LCL heights list to a DataFrame column\n",
    "merged_data_10min['LCL_qv'] = lcl_list\n",
    "\n",
    "\n",
    "\n",
    "# Convert the 'TIMESTAMP' column to datetime format for better plotting\n",
    "merged_data_10min['TIMESTAMP'] = pd.to_datetime(merged_data_10min['TIMESTAMP'])\n",
    "\n",
    "# Plotting LCL over time\n",
    "plt.figure(figsize=(12, 6))\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL_qv'], marker='o', linestyle='-')\n",
    "plt.title('Lifting Condensation Level (LCL) Over Time')\n",
    "plt.xlabel('Timestamp')\n",
    "plt.ylabel('LCL Height (km)')\n",
    "plt.xticks(rotation=45)\n",
    "plt.grid()\n",
    "plt.tight_layout()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "810e2fc0",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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7DKouQakNGzawxo0bc/dQxRcNxX08NjaWxcTEME9PTwbIuyoZGxtzaerUqaP1x4/y3OO1mTFjBnN0dOTe24ovVpqeEZ4/f87dKxRplbfP5/PZTz/9pHE7hjp/pX0/vXjxgvu8GDlypNp6TWUpnp0Un7+KoKHitX//ftayZUudn0UXLlzgyqus637x4sUqn1/Fry1nZ2cWGRmptg3le/CaNWsYj8djPB5P7fOwS5cuTCKRcPkuXLig8zgVPw66KAelHj58qFceZYYMSu3Zs4d7hlP8WObu7q7XM7dC8WCvpaWlyrOgSCRif//9t9Z6njp1SmU7QqFQ7Xn70KFDavl+/fVX7ppUbEf5HmRpacmCg4NLe3jVlBSUysrKYh9++KHaMVC+ntq2bauxW63iPvvtt9+y7t27c9e84h6leL64evUqS01N5bp9Fr/fOjg46Pxx093dnf38889cnaytrVXOUbNmzbR2+zXE8/Zvv/3GHB0duborPneL11PxMjU1VXkmBzR3Gy7N9z5DBaXmzp3L/UAoFAq5a1f5vlrWazM4OFjlu5EiuKl8HN7VoTzKi4JSRCdDBqUUSmpBo2/fYn2CUjY2NszY2JitX7+ee3BOTU1V+UJ65swZtfyrVq3i1s+ePZulpqYyxhjLyMhgK1eu5IJU2vZRF+Wy9fn1SZvr169zN8wPPviAazUilUrZ0aNHmbOzMwPAvLy81MYRUD4HNjY2rH///lzkvqCggP3555/cB46mB+Nnz55xHyKNGzdmly9f5rZ98uRJVqtWLZWbcHGvXr1iHh4eDADr2rUrO3v2LMvPz2eMyb+4r1+/nnvI2rBhg1p+5br7+Piw0NBQJpVKmUwmY1euXGH16tXjrqHiLUHGjRvHADAPDw8WEhLCPbRKJBL29OlTtmnTJjZ37ly1bU6bNo0FBgay6Oho7pfRoqIidvnyZebv788AeRBP06+m+o4ppSsoNXjwYO5h56effmI5OTmMMcYSEhLY2LFjuWOyadMmrdu3sbFhVlZWbMeOHVw9nz17xvr168c9EJTlAbssQZSCggLWqlUrBoA1b96c/d///R+3T9nZ2Wznzp3MwcGBAWCzZs1Sybt69WrueGtrQbhr1y4GyL98Fb/+Z86cyT2gb9y4kb18+ZIxJh9vKSwsjHtobN68uVr55QlKHT9+nHtI0fWrZlmOp6HuK4YYs8jFxUXrtajL3r17uW0fO3ZM73yK94ZYLFZpFdW7d28GgH366ada8yruBx07dlRZXp7rk7E372WxWMycnJzYwYMHuV/anz17xpVVWoYOSllbWzMPDw8WHBzMpFIpk0gkLDg4mNnZ2TEAbMiQIczPz481bdqUC6QWFhayP//8k/vCsWDBArXyy3uPL0lJ70OJRMIFVqysrNju3bu5IEpMTIzKF1BNv+Ab6vyV5f3k5+fHADA3Nze1dbrK0ueHspI+iyrruv/hhx8YIP8hbNWqVSwhIYExJj9v165dY127dmUAWK1atdTu34pzb21tzfh8Pps/fz7XqiojI4MtXryYO07btm0r03EqiSKYrbi+S2pVXpwhg1JisZi1bt2aXb16lVv/4MED7v/6tFpfsmQJW7hwIbtx4wbXSlgqlbKoqCj22WefcZ+l8fHxankjIyO5QF/Dhg3ZiRMnuHOek5PDrl69yr766iu1ln+HDh3iPg/nzZvHnj59ymQyGZPJZOz+/fvsk08+4b78l7fFVElBqY8++ogB8vEJ9+7dyzIzMxlj8tZFR44cYbVr12YA2EcffaSWV/Gesra2Zra2tuyvv/5ihYWF3POoIm+7du3YwIEDmYeHBzt16hSTSqVMKpWykJAQZm9vzwCwzz77TK18xXciMzMzZmRkxD755BPux8y8vDy2efNmLgiiHGhUMNTztlgsZvXq1WNnzpzhnouUr7NDhw6xiRMnsrCwMO47E2PyQPvSpUu57ytHjhzRuo8lPfMYKiglFouZWCxmv//+O/csnJqayj0LlufaVPxQ3rNnT5VxQ/Py8tidO3fYkiVL2Pbt23Xu5/uKglJEp7c9KKXtA4gxxlq0aMEAsPHjx6ssz8nJ4QIu48aN07ntsjzYKLoUiUQind0HS6IIhHh7e2t8QI6MjOR+RVH+pYEx1XPQpUsXjfX46aefGCD/taN495cpU6YwAMzW1lbjAMN37txR+YWhuK+//pr7gNTWtebgwYMMALOzs1NLoyjX3t5e4/Zv377NpTl//rzKugYNGjBA3srKUCQSCdfaQFM3uPIGpS5fvsztz5YtWzTmVXwxt7OzUwt4KLfyCg0NVcubn5/PBRKWL1+ue2c1KEsQ5eeff+YeYhUPgMVdu3aN8Xg8ZmxsrHKe4+PjuRY1p06d0pi3Z8+eDAAbMWKEyvI7d+4wHo/HzMzM2O3btzXmzczMZLVq1WKA+q+75QlKLVq0iAFgvr6+OtOV5Xga6r5iiKBU3759GaC9Jao2CxYs4LZdmi95y5Yt4/Ipd4HYt28fA+S/6mrqOpKXl8f9Wrx161aVdeW5Phl7814WCAQaW3uUlaGDUqampuzRo0dq67dt28Ztx9HRUeVLhoLievby8lJbV957fElKeh/u37+fq7+mFrNFRUVc0ErT+9FQ568s76cJEyZwebR99lVUUKoyrvuUlBRmZmbGeDyexi6KjMnPj+IZ7YcfflBZp/z8pW0/FN2Au3fvrrbOEEEpxhjr0aMHVw+BQMDatm3LZs2axXbt2lXijzuGDEq5u7vrHMDcEJPOKO7pmlrhtm/fngHyVpPauugVV1BQwGrWrMkAzYFDhf79+zMAbObMmWWtOmNMd1BK8WORk5OT1s+dZ8+ecS2finf7VX6+Kt5anjHGzpw5w60v6X5ramqq1k1QuQVSp06dNH6+b926lUtz5coVlXWGet62tLRkz54905hfH2vXrmWA5uEUKjsoBYAdPXpUY/7yXJtJSUlc+eWZ7OV9RQOdk3eaq6srRo0apXFd//79AQC3b99WWX7q1ClkZmYCABYsWKAx71dffaVxSmZ9vHz5EgBgbW0NPr9sb8H09HScOnUKAPDNN99orEuzZs0waNAgAPKporX59ttvNdZjwIABAIC8vDw8evSIW84Yw59//gkAmDx5MhwcHNTy+vr64uOPP9a4PcYYNwjyV199BaFQqDHdRx99BEtLS6SmpuL69esa00ycOFHj9hs1agRPT08A6ufX2toaAJCQkKCxzLIQCATw9/cHAJw/f95g5Srs378fAFCrVi2MHz9eY5ply5YBAFJTU3H69GmNaT744AN06dJFbblIJEKvXr0AqB+virJ161YAwNSpU2FhYaExTYsWLdCwYUMUFhYiLCyMW+7i4oKuXbsCAHbt2qWWLyEhAWfOnAEAjBw5UmXdtm3bwBhD37590ahRI43btbCw4KYKV7zPDOHFixcAAHt7e4OVqWCI+4qh2NnZAXizv/pS7AMA2Nralnp7xcsYMGAALC0tkZ+fj7///lst39GjR5GRkQETExO1+1V5rk9l/v7+aNasmd77UtkGDx4Mb29vteWK+wEgv89qOh+KNDExMcjJyeGWG/IeX1aKz6i2bduq7IuCUChEQEAAACAqKgp37tzRWE5VnD/lqenT0tIqdduVcd3v2bMHubm5aNmyJbp166YxjVAoxLBhwwBovweLRCJ8/fXXGtcpnl8q8vPs0KFDmDp1KoyMjCCVShEREYENGzZg5MiRqFu3Ljw8PLB06VLuebKiTJ8+vcIHMO/bty8A9eebR48ecctWrlwJKysrvco7efIk4uPj4ejoiDFjxmhNp3h+N+TncHGKa37kyJGoWbOmxjS1atXinp201aV9+/YaJw7p1KkTRCIRAODjjz/Web8t/rxd3MKFCzV+vo8ZMwa1atUC8OZ5ETDsvXjkyJHcNspCcQ1FRERAKpWWuRxDaNiwIfr166dxXXmuTQsLC+78GPI7xvtC89VJyDuiVatWWr+gubi4AFB/6IuMjAQAuLm5cYGN4iwsLNCiRQucO3eu1HVijAEAN0tLWURGRnLldO/eXWu6Hj164MCBA7h9+zaKiopgZGSklqZ169Ya8yqOD6B6jGJjY7m/FYEBTbp27aoxGBYdHc3lHz16tM4v0NnZ2QCAuLg4jfXUVndF/ZXrqvDhhx8iIiIC8+bNw/379zFo0CC0a9cOlpaWWstSOHfuHLZt24ZLly7h+fPnKl/EFJ4/f15iOaV17do1AECXLl20Hq8GDRqgZs2aiI+Px7Vr1zR+4JZ0vIDK+RKUlZXFfVlYtGgRvvvuO61pFfWJi4tTWT5q1CiEhITg0KFDyMnJgbm5Obdu7969kEqlcHFxUXt/KB6gT548CScnJ63bVb72DCUlJQWA6pdOQzHEfcVQFPun2N+Kptj34kxNTfHxxx9j+/bt2LVrF8aNG6eyXhHQHDBggMqXKUNcnwoffPCB/jtSBfz8/DQud3R05P7fqlWrEtOkp6dz70FD3uPLSnHP1PX52KVLFwgEAkilUly7dk1jkLoqzp+267miVdZ1r7gHR0VF6bwH5+Xl6dxGw4YNtQZjKuPzzNzcHL/88gsCAgJw5MgRnDt3DteuXcPDhw8hlUoRFxeHJUuWYOfOnTh9+jS8vLwqpB6GukZv3bqFLVu24Pz583j69Cmys7PVrsXizzcXL14EIP9hrnfv3npvS3ENvHr1Cs7OzlrTFRYWAjDs57C2uvz666/4448/tKbLyMjQWRdt91KBQAA7OzvEx8frdS999eqVxjRCoRAdOnTQuI7P56Nz587YvXs3d+8DDHsv1uc6S0pKwsaNGxEcHIyHDx8iIyNDLQCVm5uLV69eqfyYVNn0uT+V5do0NTVFt27dcPr0afj7+2Py5Mno27cvmjVrBmNjYwPV/t1FQSnyTtP2Sx8A7heDoqIileWKL1LKQRlNtP2iUhLFjfjVq1eQyWRlatWQnJysVz0Uv2pIJBKkpaWpfPApaDtGyr+oKB+j0m67OOXWE/p+aVWe0lhZWc7vN998g1u3buHAgQP47bff8Ntvv4HH46Fhw4bw9/fHhAkTULduXbXy5s6dizVr1nB/CwQC2NjYcB802dnZyMnJ0RioKi/FMS/pmqtVqxbi4+NVzpGyshyvipCYmAiZTAZA/y8Nxa+BQYMGYerUqcjOzsbBgwdVWkQpgg2fffaZ2vtLcf1lZ2dzD2Gl2W555OfnAwD3q6khGeK+YiimpqYA3uyvvpRb47x8+VLve6yuFlajRo3C9u3bcfbsWcTFxcHd3R2A/N4TFBTEpVFmiOtTQVNLzupEn/t/aT8jDHmPLyt97pkmJiaws7NDUlKS1ntmVZw/5S+lFRHA1qayrnvF9ZGXl8cFnsqyDX0+zyQSSYnll5eDgwMmTJiACRMmAJB/toSGhmLt2rU4f/48YmNjMXToUFy9erXCtl9eP//8M2bOnMmdfx6PBysrK+6zKi8vD5mZmWrPN4mJiQDknz/KPwyVRHENFBYWIikpqcT0+lwnZVFUVITU1FQA8qCTIvCkS3mux9LeS5XZ2dnpfHZQ3OuU72WGvBeXdJ1FRESgT58+SE9P55aJxWKYmZmBx+NBKpVyxzonJ6dKg1L63J/Kem1u3boV/fv3x61bt7Bs2TIsW7YMxsbGaNWqFQYMGIBx48ZV6n39bULd9wgpRt8WB2X9NbNhw4YAgIKCAty7d69MZZRFRbSgKEuZyr+aJCYmgsnHttP5Gj16tMHqbGRkhD///BM3b97E4sWL0bVrV5iZmSEqKgrff/89fHx8sG7dOpU8p0+f5gJSU6dOxZ07d1BQUIC0tDQkJiYiMTERX375JYCK/ZVb3+NdHVrL6KJ8DVy6dEmva2DJkiUqZZibm2PgwIEAoPLr5p07d3Dr1i0A6sEG5W0HBgbqtd3w8HCD7bciYKLtl9DyqKr7iiaKL7Sl6YIHAD4+Ptz/FS1W9XHjxg0A8gdgRdBJoWPHjnB3dwdjDLt37+aW79+/HxKJBI6OjujZs6dKHkNcnwoCgUDv/XhXVPU9Xll575lVcf4U9y93d3et3W0qQmVd94rtTJ48Wa9tPH361JC7WeHEYjH69++Pf//9l+vyde3aNdy8ebNCtlfea/TevXuYNWsWZDIZPvnkE1y5cgX5+fl49eoV93yzfv16ANqfb0r7zKG4Bvz9/fW6BirquUr5mt+/f79e9dixY0eF1KUkVf28res6k0gkGDZsGNLT09G0aVOcOHECmZmZyMrKQlJSEhITE3Hp0iUufVW1BlXQ5/5U1mvTzc0NkZGRCAoKwowZM9CiRQvIZDJcuHABc+bMgbe3N0JDQyt0/95WFJQipBhFBL2k8VBKO16KgvIYCocOHSpTGcpRfl3dxRTrhEIhbGxsyrStsm47Pj5e43Ll5vraxvGoDE2aNMHSpUtx5swZpKenIyQkBB07doRUKuVaUyko+uj36tULv/zyC3x9fdU+1BS/GFYExTF/9uyZznSK81ERYxYZknKLvfJcA4qgU2hoKHe9KVpJNW3aFL6+vmp5FNdfVVx7ivNSEV1KDHFfMRTF/pX2OlTunvrPP//olSc7O5sbQ61Dhw5qX+J5PB5GjBgBQHX8McX/hw0bppbHUNfn+6o63OP1uWfm5+dzreyqyz0zISGBC7J27ty5UrddWdd9Vd6DKxOfz1cZA/LBgwfc/5XvObpalOrTcqe8/v77b0ilUjRo0AD79+9Hq1at1LoaaXu+UXRvSklJKVUr8epyDZiYmHBdt6u6LiVJSUlBQUGB1vWKZyDlZ/TKuhdHREQgLi4OAoEAx48fR+/evdVahRniGVnxvqnI94whrk0+n49evXrhxx9/xLVr15CWloY9e/bAzc0Nr169wvDhw7nuf+QNCkqRakfxpaSqIunNmzcHIO8nrO0Xuuzs7DIPzNqqVSuu7/nPP//MNWctiaJZtaKOiuOkGNBZk5CQEADyAIym8aTKwtPTk2t6qm2QUwBafwnw9fXlxm9SHpCxKgmFQnTr1g3/93//B5FIBMYYd+yAN19stA3cyhjT+ctHea/pli1bApAfb+XrQNn9+/e5hxJt4xZUFzY2NlyrmPJcA127dkWtWrUgk8mwd+9e7l9Acysp4M1YAv/3f/+nV/c9Q1Ls85MnTwxetiHuK4YSGxsLQD7OWWk4OztzAxTv379f5UucNj/88AOysrIAyFsxaqK4Fh48eICrV69y/yqvU2ao6/N9VR3u8Yp7pq7Px/DwcK57V3W5Z65YsYLrvlNRrce0qazrXnEPvnTpUoWOFaRNZT5jKo95pdz1SvlHQm2B04cPH6p0haooiu03adJEa7dv5echZe3atQMgb11y8uRJvbepuAbi4+MrZHKY0lDU5a+//qqQz0NDkUgkWo8VYwxnz54F8ObeB1TevVhxDdnb22vtMq3tGgL0f08q3je6fmy4fPmyzjJKUhHXpoWFBYYPH45t27YBkI+9Vd2DoFWBglKk2lHcQCvjw1iTnj17cnVYuXKlxjQ//PBDucbA+P777yEQCJCUlITBgweXGNl//vw5NxsYIJ9hSzFbx9q1azXW5datW1xrA8UsNobA4/EwZMgQAMDmzZs1fvmNjo7WONsVIA8AjR07FgCwc+fOEm/6hm5VouuXJpFIxLWAUm4JpfglTbn1lLLNmzfrDDSU95oeOnQoAPmHpGKmmOIWL14MQD7ugK7BfauLiRMnApB/aSzpYUnbNcDn8/HZZ58BkLd8UbSYEggEGD58uMY8EyZMAI/HQ3p6Or755hud2y0qKjJo4Kpjx44A5L94VkSXlPLeVwyhoKCAe5906tSp1PmXLVsGU1NTFBQU4JNPPtEZXDt58iSWL18OQN7KSjG7T3F169blBm79448/uFZSvr6+WgPNhrg+31dVfY8H3twzIyIiEBwcrLZeIpFwA3n7+vpqbFVZ2TZs2IBffvkFgLzrSGW3lAIq57ofOXIkTE1NIZVKMW3aNJ0zcclkMoM/CxriGTMqKkpra3Blyl3Lle815ubm3MDn2lqFrlixosz1Kw3llkKaggInT57U2o3d29ub+1z79ttv9Z5psF+/flwrq5kzZ5b4PF2R91jFNf/w4UOsXbtWZ9qcnJwqbeGyYsUKjYGznTt34r///gMAfPrpp9zyyroXK66hpKQkjeMwPX/+HD/99JPW/Pq+J5s0aQJAPuOdppZ5oaGhiIiI0LfaGpXn2izp2lCMtwm8n137S0JBKaK31NRUnS9DPTgoHg4zMzNx4MABg5RZGubm5pg7dy4A4LfffsOcOXO4m05WVhZWr16NJUuWlKs7XIcOHfDjjz+Cx+Ph7NmzaNy4MTZt2qTSHa6oqAgXL17ErFmzULduXe5XEIUVK1bAyMgIjx8/Rq9evbiou0wmw4kTJ9CnTx9IJBJ4eXlh0qRJZa6rJvPnz4eFhQVSU1PRo0cPbrYPxhiCg4PRu3dvmJmZac2/aNEieHl5QSKRwN/fH+vXr1cZhDEjIwNBQUH4/PPPtc42Ulbu7u6YP38+Ll26pBKgevz4MT777DPk5uZyTW8V/P39AcgfzpYtW8Z9GKanp2PlypX44osvdI6fo7imT5w4odeDbHF+fn4YPHgwAOCLL77Azz//zH1QJiYmYsKECfjrr78AyL/Um5iYlHobhiCTyUq8TyhatUyePJkLFIwcORILFy5U+fUrNzcX4eHhmD59us5ZixQtXe7cuYP58+cDkAeWNQ3qD8i79c2aNQuAPJj4ySef4ObNm9zDuFQq5Qao9PLyMug4IA0aNOCa1uvza15pjidgmPuKsoyMjBK3X/xLzI0bN1BYWAihUFimWaEaNmyIrVu3QiAQ4M6dO2jWrBm2b9+u8vny8OFDzJ49G/3790dhYSFq166NvXv36hxzQzEQ/v79+7mxpZQHxy/OUNfn+6oq7/EAMHjwYO78DRkyBHv37uVaIMXGxmLw4MHclxflCSwq23///Yc9e/agffv23LiEjRo10jhzbWWojOveyckJgYGBAOQtVnv06IELFy5wwSnGGO7fv4/169fD19cXx48fL+deqVJ8Hp87dw73798vUxnh4eGoXbs2Pv30U/z1118q07/n5+fj/Pnz6N+/Pxdw+vjjj9XGu1P8WLh9+3Zs3LiRGzD52bNnGD9+PP7880+dz1GGoni+uXv3LqZNm8Y97+bk5GDLli34+OOPdT7f/PjjjzAxMcGjR4/wwQcfICgoiHuv5ebm4vLly5g8ebJKSxkTExNs3LgRPB4PkZGR+OCDD3Dq1CmVL/WxsbHYsmUL/Pz8sHHjxorYdQDy2VcV41POmzcPU6ZMwcOHD7n1hYWFuHz5MubOnQt3d3etkyJUNDMzM5w/fx7Dhw/nPtPz8/Px22+/YcqUKQDk+1J8FsDKuBe3b98e5ubmYIxhyJAh3PGTSqU4deoUOnfurPPzWd/vfUOGDAGfz8fLly8xbNgw7jjk5eVh586dGDhwYLkHES/PtXnx4kU0btwYP/zwA+7du8cFEBljuHjxIneeatWqpXG21/ceI0SHgIAABkCvV5MmTbh8n3/+OQPAPv/8c7Uyw8LCuDzadOvWjUtjYWHB3N3dmbu7O/vhhx/U6tapUye1/Lq2r/D7778zAMzd3V1tXVFREfv444+5OvD5fGZjY8MEAgEDwEaOHMlGjRrFALBJkyZp3UZJDh8+zJydnVWOo4mJCbOxsWE8Ho9bJhQK2axZs9Ty79+/nxkbG3PpLC0tmYmJCfe3q6sri46OVsunzzlgjHFpwsLC1NYdP36ciUQilfNkamrKADBnZ2e2fft2ndt48uQJa9Kkicq+W1tbM0tLS5Vl3t7epaqXQqdOnRgAFhAQoDGv8nlVPmY8Hk/lOmOMscLCQtahQweVNDY2NozP5zMArG/fvmzhwoVar8eHDx9y2+Dz+czR0ZG7pp89e8alc3d3ZwDY77//rlZGeno6t0+Ka6L4dfL111+X6lgo0/V+Koni/abPa8CAAVy+lJQU1rVrV5X1lpaWzNraWu3616V58+YqZezbt09neolEwmbNmqX2vrO1tWVCoVBl+fnz5w12nBhjbObMmQwAGz58uNY0ZT2eCuW5ryjfG/R5vXr1SiX//PnzGQD20Ucflen4KJw8eZK5uLiobMvKykrlvQqA9ezZkyUnJ5dYXmpqqsq9ks/ns+fPn+vMU57rU9d7uTyUz4+u+x9jut/3+tSvpO3ExsZyaWJjY9XWl+ceXxJ93ofPnz9nDRs25LZjbGzMrK2tVa6BH3/8UWNeQ50/5fNlY2PDHB0dmaOjI7O1tWVGRkYqx0EkErGZM2eynJwcreXpOif6PPfo81lQWdf9mjVruGcqxfnRdFx2796tkk+fc6/rGSctLY3Z29tz6+3s7LjP44iIiBLrzRhjmzdvVrsXKu6xxZf37NmTZWRkqJWRlZXFfHx8VK5HxfVpZGTE9u3bp/V4lvTe0/dYKAwdOlTtfao4Ny1atGD/+9//GKD5eZkxxk6dOsWsrKy4/EZGRmrH4tChQ2r5du/ezczMzFSuKVtbW5VnSwBs+fLlOvexJMrHS9O1mZOTo3YMzM3NVZ7zFK/inxv6vKfKc79V/q7y888/c+9BGxsblfdKkyZNWGpqqsayK/p5mzHGNm3apFKWWCzmPq/t7OzY0aNHdV6z+nzvY4yxRYsWqT0XKJ7bPvroI53P4vqcK4WyXJvFn5+MjIzUnistLS3Z2bNnS9z++4haSpFq6e+//8aXX36JunXroqioCHFxcYiLi6u0Ln1CoRAHDhzA1q1b4efnB1NTU0gkErRs2RJbt27FH3/8wdXF2tq6zNsZMGAAnjx5gt9++w2DBg2Ch4cHBAIBcnJy4ODggG7dumHFihV48uQJfvjhB7X8n376Ke7evYtJkybBy8sLBQUFEAqFaNq0KZYuXYqoqKhSj+uir759+yIyMhJDhw6Fg4MDCgsL4ejoiOnTp+PGjRvw9PTUmd/T0xPXrl3DH3/8gQ8//BDOzs5c02hPT08MHDgQ27dvL3dT3OKCg4Mxf/58dOjQAa6urtyvk97e3hgzZgyuXr3KtaRRMDIyQnBwMAICAlC3bl0YGRmBMQY/Pz9s2rQJR48e1dkUt06dOggLC0P//v1hb2+Ply9fcte0vlNWW1lZ4cyZM9i2bRs6d+4MCwsLZGdnw8nJCYMHD0ZYWFiJTc+rGzs7O4SEhODIkSP4+OOP4erqioKCAuTl5aFmzZro3bs3fv755xK7uimPC2RpacmNS6SNQCDADz/8gMjISEycOBH16tWDQCBARkYGbGxs8MEHH2DJkiW4efNmmVr76KJotXjkyJFSDQxbGuW9r5QVY4wb06u8rTP9/f3x+PFjbNy4Eb1790bNmjWRn58PIyMj1K1bF+PGjUNISAhOnTql1yDVtra26NOnD/d3t27dtI59oWCo6/N9VVX3eIWaNWvi2rVrWL9+Pdq0aQNTU1Pk5ubC1dUVI0eOxPXr1zFjxowK2bYmr1694rq35OTkwMbGBo0bN8bIkSOxadMmJCQkYMOGDZXSOkaXyrruv/nmG9y/fx9ffvklGjduDBMTE6Snp0MsFqNVq1aYM2cOLl68qLUrdlnZ2Njg7NmzGDp0KGrWrImMjAzu81jXAMrKJk2ahFu3bmH16tUYMGAAvL29uc8QCwsL+Pj4YNSoUThx4gROnTrFdU9SJhaLcf78ecyePRuenp4QCoUwMjLiWvEpuqBWhj179mDDhg1o3LgxRCIRpFIpGjVqhFWrVuHChQsqY2Np0rNnTzx69AgLFixAs2bNYGpqiry8PHh4eKBXr17YsmULunbtqpbvs88+w+PHj7Fw4UK0bNkSYrEY6enpMDExQdOmTTF9+nSEhIRwvRcqipmZGfbt24ewsDCMHDkStWvXhkwmQ3Z2NhwcHNC1a1esWbMGjx49KvFzoyJNmzYNp06dgr+/P/h8Pvh8PurXr4/vvvsOERERWlu0Vca9ePLkyfi///s/dO7cGWKxGBKJBDVr1sQXX3yBW7duldgySN/vfd999x127dqFNm3awNzcHFKpFE2bNsXmzZtx8OBBg3WLK8u12apVKxw4cABTpkxBixYtYGdnh4yMDC7PnDlzcO/evQppHfwu4DFWxfMyEvIWYozBzc0Nz58/xx9//KGzGwghhCjr2rUrwsLCsHPnTq0Dsr+Nzp49i06dOsHLywsPHz7UOmguIYQQQkq2Y8cOjBkzBu7u7vQDCHmn0RMjIWWwa9cuPH/+nJu1jRBC9KUYwHbNmjVVNstoRVi1ahUAYPny5RSQIoQQQggheqGnRkK0GDZsGP7++2+V2Z+SkpIQGBiICRMmAJB3G3JxcamqKhJC3kJt27bFxx9/jLt373ID1L/tLl++jKCgIPj5+anM/kMIIYQQQogub0VQKjs7G7NmzYKLiwvXL7OkqWoVwsLC0KNHDzg4OEAsFqNx48b46aefdE5BSwggn2ntk08+gb29PczNzWFtbQ0nJyfMnz8fhYWF6NChg0HHYyGEvD/Wrl2LgIAAbpait11KSgoCAgLw66+/6pxlhxBCCCGEEGXCqq6APgYNGoSrV68iMDAQdevWxd69ezFs2DDIZDKdAyCGhISgV69e6NixI3777TeYm5vj6NGjmDlzJmJiYvDjjz9W4l6Qt81PP/2EkydP4saNG0hOTkZ2djbs7e3RtGlTDB06FCNHjoSRkVFVV5MQ8hby8PDAkiVLqroaBvPhhx/iww8/rOpqEEIIIYSQt0y1H+j8xIkT6Nu3LxeIUujZsyfu3r2L//77T+tI+yNGjMDff/+Nly9fwtzcnFveq1cvXLp0CRkZGRVef0IIIYQQQgghhBCirtp33zt06BDEYjE++eQTleVjxozBixcvcPnyZa15jYyMYGxsDFNTU5Xl1tbWMDExqZD6EkIIIYQQQgghhJCSVfvue1FRUWjQoAGEQtWqNm7cmFvfrl07jXknT56Mffv2YcaMGfj2229hZmaGY8eO4dChQ9wsQfqSyWR48eIFLCwsaLwMQgghhBBCCCGEEC0YY8jKyoKLi4vOmZmrfVDq5cuXqF27ttryGjVqcOu1ad26NUJDQ/HJJ5/gl19+AQAIBAKsWrUKX331lc7tFhQUoKCggPs7Pj4ePj4+ZdkFQgghhBBCCCGEkPfOs2fPUKtWLa3rq31QCoDOlkm61l2/fh0DBw5E69atsWXLFpibmyM0NBQLFy5Efn4+Fi1apDXvqlWrsHTpUrXlW7duhZmZWel2gBBCCCGEEEIIIeQ9kZubi/Hjx8PCwkJnumo/0Hnbtm0hlUpx5coVleV3796Fr68vtmzZgokTJ2rM26ZNG+Tm5uLGjRsqg6EHBARg+fLlePTokcZWWIB6S6nMzEy4uroiNTUVlpaWBtizqlFUVITTp0+jR48eNHPce4TO+/uHzvn7ic77+4fO+fuJzvv7ic77+4fO+fvpXTnvmZmZsLOzQ0ZGhs4YSrVvKdWoUSPs27cPEolEZVypO3fuAAB8fX215r158yaGDRumNjtfq1atIJPJcO/ePa1BKZFIBJFIpLbcyMjorb4wFN6V/SClQ+f9/UPn/P1E5/39Q+f8/UTn/f1E5/39Q+f8/fS2n3d9617tZ98bOHAgsrOz8c8//6gs37lzJ1xcXNC6dWuteV1cXHDt2jVIpVKV5REREQCgs18jIYQQQgghhBBCCKk41b6lVO/evdGjRw9MmTIFmZmZ8Pb2xr59+xAUFITdu3dzraDGjRuHnTt3IiYmBu7u7gCAL7/8EjNmzEC/fv0wadIkmJmZ4cyZM1i3bh26d++OJk2aVOWuEUIIIYQQQgghhLy3qn1QCgAOHjyIBQsWYPHixUhLS0P9+vWxb98+DB06lEsjlUohlUqhPETWF198gZo1a+KHH37A+PHjkZeXBw8PDwQEBODLL7+sil0hhBBCCCGEEEIIIXhLglJisRg//vgjfvzxR61pduzYgR07dqgtHzRoEAYNGlSBtSOEEEIIIYQQQgghpfVWBKUIIYQQQgghhBBDY4xBKpVCIpFUdVXUFBUVQSgUIj8/X22cZPLuqu7nXSgUQiAQgMfjGaY8g5RCCCGEEEIIIYS8JRhjSE9PR0pKSrX84g/I6+jk5IRnz54ZLABAqr+34bwLBAI4ODjAysqq3HWkoBQhhBBCCCGEkPdKYmIi0tPTYWlpCUtLSwiFwmoXAJDJZMjOzoZYLAafz6/q6pBKUp3PO2MMEokEmZmZSEhIQF5eHpydnctVJgWlCCGEEEIIIYS8N6RSKTIyMmBvbw87O7uqro5WMpkMhYWFMDExqXbBCVJx3obzbmFhAZFIhNTUVDg4OEAgEJS5rOq5h4QQQgghhBBCSAUoKioCYwzm5uZVXRVC3lrm5uZgjKGoqKhc5VBQihBCCCGEEELIe6e6ddcj5G1iqPcPBaUIIYQQQgghhBBCSKWjoBQhhBBCCCGEEFKJfv31V7i6uoLP52PDhg1VXR3yFvLw8CjVtfP06VPweDzcvHmzwupUFhSUIoQQQgghRAepjCEi5iWO3IxHRMxLSGVMr3WEkLdXcnIyJk2aBDc3N4hEIjg5OaFXr16IiIgod9mZmZmYPn065s6di/j4eEycONEANS6d0aNHg8fj6Xy9a3bs2AFra+sqrcPo0aPx0UcfqS0PDw8Hj8dDenq63mVdvXrV4NdOVRwjmn2PEEIIIYQQLYKiErD0WDQSMvK5Zc5WJgjo5wMAWtf5+5ZvimxCSNUaPHgwioqKsHPnTtSuXRtJSUk4c+YM0tLSylwmYwxSqRT//fcfioqK0LdvXzg7V8294scff0RgYCD3t7OzM37//Xf4+/tXSX3Ko7CwEMbGxpW6zaKiIhgZGVXqNouzt7ev0u0bCrWUIoQQQgghRIOgqARM2R2pEnQCgMSMfEzeHYnJWtZN2R2JoKiEyqwqIcSA0tPTcf78eaxevRpdunSBu7s7/Pz8MH/+fPTt2xeA5q5Q6enp4PF4CA8PB/Cm9cupU6fQsmVLiEQi7Nq1C40aNQIA1K5dGzweD0+fPkVMTAwGDBgAR0dHiMVitGrVCiEhISr1KigowJw5c+Dq6gqRSIQ6depg27Zt3Pro6Gj06dMHYrEYjo6OGDlyJFJTUzXuo5WVFZycnLgXAFhbW3N/S6VSfPrpp7CxsYGtrS0GDBiAp0+fcvkVLX5WrlwJR0dHWFtbY+nSpZBIJPjmm29Qo0YN1KpVC9u3b+fyKI7Z/v370a5dO5iYmKBhw4bc8dJ3Pzp37ozp06dj9uzZsLOzQ48ePQAA69evR6NGjWBubg5XV1dMnToV2dnZ3LkYM2YMMjIyuJZgS5YsASAfsPvw4cMqdbC2tsaOHTtU6n3gwAF07twZJiYm2L17NwDg999/R4MGDWBiYoL69etj48aNGo93WVy8eBEdO3aEqakpXF1dMWPGDOTk5HDri3ffu3//Ptq3bw8TExP4+PggJCRE4749efIEXbp0gZmZGZo0acK1/tN1jCoSBaUIIYQQQggpRipjWHosGpo64+nqoKdYt/RYNHXlI+QtJRaLIRaLcfjwYRQUFJS7vDlz5mDVqlW4d+8eevbsyQWbrly5goSEBLi6uiI7Oxt9+vRBSEgIbty4gV69emHAgAF49uwZV86oUaOwf/9+/PTTT7h37x42b94MsVgMAEhISECnTp3QtGlTXLt2DUFBQUhKSsKQIUNKXd/c3Fx06dIFYrEYZ8+exfnz5yEWi+Hv74/CwkIuXWhoKF68eIGzZ89i/fr1WLJkCT788EPY2Njg8uXLmDx5MiZPnqyyDwDwzTff4KuvvsKNGzfQrl079O/fHy9fvizVfuzcuRNCoRAXLlzAli1bAAB8Ph8//fQToqKisHPnToSGhmLOnDkAgHbt2mHDhg2wtLREQkICEhIS8PXXX5fquMydOxczZszAvXv30KtXL/z2229YsGABVqxYgXv37mHlypVYtGgRdu7cWepjXtzdu3fRu3dvDBo0CLdv38aff/6J8+fPY/r06RrTy2QyfPTRRzAzM8Ply5fx66+/YsGCBRrTLliwAF9//TVu3ryJunXrYtiwYZBIJAY5RmVB3fcIIYQQQggp5kpsmlorKH0xAAkZ+bgSm4a2XraGrRghpMIJhULs2LEDEyZMwObNm9G8eXN06tQJQ4cORePGjUtd3nfffce15gGAlJQUAPLuV4pWSk2aNEGTJk24NMuXL8ehQ4dw8uRJNGzYEA8fPsSBAwdw+vRpdO/eHYC8pZXCpk2b0Lx5c6xcuZJbtn37dri6uuLhw4eoW7eu3vXdv38/+Hw+tm7dyo0t9fvvv8Pa2hrh4eHo2bMnAKBGjRr46aefwOfzUa9ePaxZswa5ubn49ttvAQDz589HYGAgLly4gKFDh3LlT58+HYMHD+bqHRQUhG3btmHOnDl674e3tzfWrFmjUu9Zs2Zx//f09MSyZcswZcoUbNy4EcbGxrCysgKPx+OOeWnNmjULgwYN4v5etmwZ1q1bxy3z9PREdHQ0tmzZgs8//1xrOcePH+eCiQpSqVTl7//9738YNmwYt0916tTBTz/9hE6dOmHTpk0wMTFRSR8cHIyYmBiEh4dz+7dixQqV607h66+/5lr8LV26FA0bNsTjx49Rv379ch+jsqCgFCGEEEIIIcUkZ5UtIGXoMgghVWPw4MHo27cvzp07h4iICAQFBWHNmjXYunUrRo8eXaqyWrZsWWKanJwcLF26FMePH8eLFy8gkUiQl5eH58+fAwBu3rwJgUCATp06acx//fp1hIWFqQU7ACAmJqZUQanr16/j8ePHsLCwUFmen5+PmJgY7u+GDRuCz3/T+crR0RG+vr7c3wKBALa2tkhOTlYpp23bttz/hUIhWrZsiXv37pVqPzQd07CwMKxcuRLR0dHIzMyERCJBfn4+cnJyYG5urvf+a6O8zZSUFDx79gzjxo3DhAkTuOUSiQRWVlY6y+nSpQs2bdqksuzy5csYMWIE9/etW7fw5MkT7N27l1vGGINMJkNsbCwaNGigkv/BgwdwdXVVCSb5+flp3L5yYFUxpllycjLq16+vs94VhYJShBBCCCGEFONgYVJyokoogxBSdUxMTNCjRw/06NEDixcvxvjx4xEQEIDRo0dzwRjG3nTTLSoq0liOPgGRb775BqdOncL3338Pb29vmJqa4uOPP+bKNDU11ZlfJpOhX79+WL16tdq60g6mLpPJ0KJFC+zZs0dtnfLg2sUH+ubxeBqXyWSyErepaJGl734UP6ZxcXHo06cPJk+ejGXLlqFGjRo4f/48xo0bp/W8KG9b+TwCms+l8jYV+/Tbb7+hdevWKukEAoHO7Zmbm8Pb21tlmSL4qFz+xIkTMXPmTLX8bm5uassYY3rPmKh8jpSPe1WhoBQhhBBCCCHF+HnWgLOVCRIz8nWOIaWNo6UILdxtEBHzEslZ+XCwMIGfZw0I+PIvAFIZw5XYNI3rCCHVk4+PDzdotCI4k5CQgGbNmgGAyqDnpXXu3DmMHj0aAwcOBABkZ2fj6dOnXKuiRo0aQSaT4d9//+W67ylr3rw5/vnnH3h4eEAoLN/X/ObNm+PPP/+Eg4MDLC0ty1WWJpcuXULHjh0ByFsWXb9+nRsrqaz7ce3aNUgkEqxbt44LGB44cEAljbGxsVo3OUB+LhMS3kxO8ejRI+Tm5urcnqOjI2rWrIknT57gs88+07ue+mrcuDGio6PVglfa1K9fH//99x+SkpLg6OgIALh69Wqpt6vtGFUkGuicEEIIIYSQYgR8HgL6+Whcx9Pyf2VFEhnarw7FsN8uYeb+mxj22yW0Xx2KoKgEBEUlaF1HCKl6L1++RNeuXbF7927cvn0bsbGx+Ouvv7BmzRoMGDAAgLzlUps2bRAYGIjo6GicPXsWCxcuLPM2vb29cfDgQdy8eRO3bt3C8OHDVVqveHh44PPPP8fYsWNx+PBhxMbGIjw8nAu8TJs2DWlpaRg2bBiuXLmCJ0+eIDg4GGPHji11kOGzzz6DnZ0dBgwYgHPnziE2Nhb//vsvZs6cqdaipyx++eUXHDp0CPfv38e0adPw6tUrjB07tlz74eXlBYlEgv/973948uQJdu3ahc2bN6uk8fDwQHZ2Ns6cOYPU1FQu8NS1a1f8/PPPiIyMxLVr1zB58mS1Fl+aLFmyBKtWrcKPP/6Ihw8f4s6dO/j999+xfv36chwduZkzZyIiIgLTpk3DzZs38ejRIxw9ehRffPGFxvQ9evSAl5cXPv/8c9y+fRsXLlzgBjrXtwUVoP0YVSQKShFCCCGEEKKBv68zNo1ortaCycnKBJtHNMfmEc3hZKXaRc9eLIKJER9puUVIzlKdtSsxIx+Td0di8u5ItUHUEzPyMWV3JAWmCKkGxGIxWrdujR9++AEdO3aEr68vFi1ahAkTJuDnn3/m0m3fvh1FRUVo2bIlZs6cieXLl5d5mz/88ANsbGzQrl079OvXD7169ULz5s1V0mzatAkff/wxpk6divr162PChAnIyckBALi4uODChQuQSqXo1asXfH19MXPmTFhZWamM+6QPMzMznD17Fm5ubhg0aBAaNGiAsWPHIi8vzyAtpwIDA7F69Wo0adIE586dw5EjR2BnZ1eu/WjatCnWr1+P1atXw9fXF3v27MGqVatU0rRr1w6TJ0/Gp59+Cnt7e26g9HXr1sHV1RUdO3bE8OHD8fXXX8PMzKzE/Rg/fjy2bt2KHTt2oFGjRujUqRN27NgBT0/PchwdOV9fX4SFheHRo0fo0KEDmjVrhkWLFmntiikQCHD48GFkZ2ejVatWGD9+PBckLT4oui7ajlFF4rHinSeJRpmZmbCyskJGRkaFNGGsLEVFRThx4gT69OmjV/SXvBvovL9/6Jy/n+i8v3/onFe8rPwiNFoSDABY/pEvvOzFOrvhtXC3wQeBZ5CSXairWI14kAe8zs/tqrMrH5339xOdd8PJz89HbGwsPD09S/WFvbLJZDJkZmbC0tKy1IGl6ujp06fw9PTEjRs30LRp06quTrVlqPN+4cIFtG/fHo8fP4aXl5cBayhX0vtI3xgKjSlFCCGEEEKIFndfZAIAalqbYkQbd7X1Aj4Pbb1sub8jYl6WKSAFAAxAQkY+rsSmqZRJCCGElOTQoUMQi8WoU6cOHj9+jJkzZ+KDDz6okICUIVFQihBCCCGEEC1uP08HADSqqXuKb4XkrPySE1VCGYQQQt4vWVlZmDNnDp49ewY7Ozt0794d69atq+pqlYiCUoQQQgghhGhx+3kGAKCxq35BKQeL8ncFMkQZhBBS3Xh4eIBGD6o4o0aNwqhRo6q6GqVGQSlCCCGEEEK0uBP/OihV01qv9H6eNeBsZYLEjHyU5auXg4UILdxtEBHzkhunSnkMK12Kj2+lbz5CCCGkqlBQihBCCCGEEA0ycosQ91I+Hba+3fcEfB4C+vlgyu5I8ACVwJTy38XXKeQWSPHB6lCkKM3c52xlgoB+PvD31TzrEgAERSVg6bFolVn99MlHCCGEVKW3fwh/QgghhBBCKoCilZS7rRmszPSf7czf1xmbRjSHk5VqNzwnKxNsHtEcmzWsc7AQwdJEiOxCiUpACgASM/IxZXckgqISNG4vKCoBU3ZHqgSk9MlHCCGEVDVqKUUIIYQQQogGt+PTAejfSkqZv68zevg4ae1OV3xdC3cbtF8disx8iVpZDPKWVUuPRaOHj5PKOqmMYemxaI2trorno658hBBCqhsKShFCCCGEEKLBHcUg57VKH5QC5F352nrZ6rVOPoZUgca0gDzAlJCRjyuxaWjpZsktvxKbptZCSls+bXUhhBBCqgp13yOEEEIIIUQDxcx7jfQc5Lw8krO0B5Z0pStrPkIIIaQ6oKAUIYQQQgghxaRmFyA+PQ88HuBb07LkDOXkYGFSciIN6cqajxBCCKkOKChFCCGEEEJIMYpBzmvbmcPCRP9BzsvKz7MGnK1MoG3UJx7ks+n5edbQmE8bbfmUSWUMETEvceRmPCJiXkIq0zRCFSGEEGJ4FJQihBBCCCGkmDfjSVlXyvYEfB4C+vkAgNbAVEA/H7XBygV8Hmb3qKuzbE35FIKiEtB+dSiG/XYJM/ffxLDfLqH96lCasY+QdxyPx9PrFR4eXtVVVbNw4UK4ublBKBTC2tq6UrYZGhqKsWPHon79+jA3N0fNmjUxYMAAXL9+Xe8ykpOTMXr0aNjZ2cHMzAxt27bFmTNnKrDWbwca6JwQQgghhJBi3ownVbZBzsvC39cZm0Y0x9Jj0WqDl/dp5Ax/X2eN+R4lZwMAjPg8FBVr5TSwWU2t+YKiEjBld6TazH2JGfmYsjsSm0Y015qXEFI+UhnTOjtnZYiIiFD5e9myZQgLC0NoaKjKch8fn0qrkz6OHDmCFStWYMGCBejduzdEIlGlbHfTpk14+fIlZs6cCR8fH6SkpGDdunVo06YNTp06ha5du+rMX1BQgG7duiE9PR0//vgjHBwc8Msvv8Df3x8hISHo1KlTpexHdURBKUIIIYQQQoq5E58OoOwz75WVv68zevg4cV9WY1NzsCHkEc4+TEF6biGszYxV0idn5eOPiKcAgM0jWsBMJERyVj7uvcjE5rNPEPYgGdkFEohFqo/9UhnD0mPRagEpQD5jHw/A0mPR6OHjVKlflAl5HwRFJagFn52tTBDQz6fSAsFt2rRR+dve3h58Pl9teXWRm5sLMzMzREVFAQBmzJgBBweHStv+L7/8orY9f39/eHt7Y+XKlSUGpbZt24aoqChcvHgRbdu2BQB06dIFTZo0wZw5c3D58uUKq3t1R933CCGEEEIIUZKUmY+kzALweYCPS8UPcl6cgM9DWy9bDGhaEzO61kF9JwtkFUjw27knamk3hz9BfpEMTV2t0bWBA5fv61714Glnjle5Rdh58alaviuxaWqtsZQxAAkZ+bgSm2bAPSOEKFooFn//KVoovq1dZ0NDQ9G5c2fY2trC1NQUbm5uGDx4MHJzcwEA4eHhGrsDPn36FDweDzt27OCWjR49GmKxGHfu3EHPnj1hYWGBbt26wcPDAwsXLgQAODo6gsfjYcmSJZWyf5oCYGKxGD4+Pnj27FmJ+Q8dOoR69epxASkAEAqFGDFiBK5cuYL4+HhuuUAgwDfffIPff/8d9erVg6mpKVq2bIlLly6BMYa1a9fC09MTYrEYXbt2xePHjw2zk1WEglKEEEIIIYQoUXTdq+toATPjqu1YwOfz8OXrMaN+v/AUaTmF3LrEzHzsvhwHAJjdoy54vDctmoQCPmZ2qwMA+PXsE2TmF6mUm5ylPSBVlnSEvG8YY8gtlJTqlZVfhICjd7W2UASAJUejkZVfxOXJK5TqVTZjVTdBwdOnT9G3b18YGxtj+/btCAoKQmBgIMzNzVFYWFhyARoUFhaif//+6Nq1K44cOYKlS5fi0KFDGDduHAAgKCgIERERGD9+vNYyGGOQSCR6vcoiIyMDkZGRaNiwYYlpo6Ki0LhxY7XlimV3795VWX7q1Cls374dgYGB2LdvH7KystC3b1989dVXuHDhAn7++Wf8+uuviI6OxuDBg6v0/JcXdd8jhBBCCCFEyZ3n6QAqdzwpXXr6OMK3piWi4jOx5d8YfN3DGwCw5WwsCiUytPKwQYc6dmr5+jVxwc9hj/E4ORu/n3+Kmd3rcOscLLTP2KdM33SEvG/yiqTwWXzKoGUyyIPNjZYElzpv9He9qiyIfv36deTn52Pt2rVo0qQJt3z48OFlLrOoqAiLFy/GmDFjVJbXqlULANCiRQvY2anf95Tt3LlTLb82ZQnqTJs2DTk5OViwYEGJaV++fIkaNdRnQVUse/nypcrywsJCBAUFwcLCAoB8YPqPPvoIYWFhiIyM5H6ESElJwaxZsxAVFYVGjRqVeh+qAwpKEUIIIYSQ94K+AwvfjlfMvFc9glI8nnyGvbE7rmHHxVg0rmmBfxN4OPKfvMvIl8VaSSkI+DzM6l4H0/fewG/nYtDQxRI5hRI4WJjg+asc3dsE4GQlP0aEEKJL06ZNYWxsjIkTJ2Lq1Kno0KEDateuXe5yBw8eXK78/fr1w9WrV8tdD00WLVqEPXv24H//+x9atGihVx5N92lt69q3bw9zc3Pu7wYNGgAAevfurZJWsTwuLo6CUoQQQgghhFRX+g4szBjDHcXMe7WsK7uaWnWp5wAPWzM8fZmLaftuARAAAIwFfGTmFWnN18fXGS5W9/AiIx/j/7imMQ0P0NidKKCfDw1yTogWpkYCRH/Xq1R5rsSmYfTvJQdJdoxpBT/PGpDJZMjKzIKFpQX4fN0j75gaCUpVF0Py8vJCSEgI1qxZw7Ueql27NmbMmIGZM2eWqUwzMzNYWpZvTL8aNWrAysrwPy4sXboUy5cvx4oVKzB9+nS98tja2qq1hgKAtDT5uH3FW1HZ2Nio/G1sbKwxnWJ5fv7b29WaxpQihBBCCCHvtNIMLPwiIx8vcwoh5PNQ38misquq1am7iXj6MldteaFUpnNw5ODoRLzQMaD5hA6ecLJS7aJnaiTAphHNK20WMELeRjweD2bGwlK9OtSxh7OVCbSFenmQB8s71LHn8pgaC/QqW1crnMrQoUMHHDt2DBkZGbh06RLatm2LWbNmYf/+/QAAExP5faagoEAlX2pqqsbyDLE/O3fuhJGRkV4vfS1duhRLlizBkiVL8O233+qdr1GjRrhz547acsUyX19fvct611BLKUIIIYQQ8s6SyhiWHovWOrAwD8DSY9Ho4eMEAZ/HjSdVz8kCJlXY8kCZYh90Ud4HffPxABy/nYB/v+mC63GvcDEmFf8LfQwhH+ha39FQ1SeEvCbg8xDQzwdTdkeqtVBUvHPf9haKAoEArVu3Rv369bFnzx5ERkZi6NCh8PDwAADcvn0bvXq9aWF29OjRCquLobvvLVu2DEuWLMHChQsREBBQqrwDBw7E1KlTcfnyZbRu3RoAIJFIsHv3brRu3RouLi4Gq+fbhoJShBBCCCHknXUlNk2thZQyBiAhIx9XYtPQ1suWm3mvcTXqulfafShtvutxr9DWyxZ+njXw59VnSM4qwLlHKejWgAJThBiav68zNo1ortad2ElDd+K3xebNmxEaGoq+ffvCzc0N+fn52L59OwCge/fuAAAnJyd0794dq1atgo2NDdzd3XHmzBkcPHiwwupla2sLW1vbkhPqYd26dVi8eDH8/f3Rt29fXLp0SWV9mzZtuP+PGzcOO3fuRExMDNzd3QEAY8eOxS+//IJPPvkEgYGBcHBwwMaNG/HgwQOEhIQYpI5vKwpKEUIIIYSQd1Zyln7jbCjSvQlKVY9BzoHS70NZ8wn4PPRp5IwdF5/i+O0ECkoRUkH8fZ3Rw8dJr4kX3gZNmzZFcHAwAgICkJiYCLFYDF9fXxw9ehQ9e/bk0u3atQtffPEF5s6dC6lUin79+mHfvn1o2bJlFdZeP8eOHQMABAUFISgoSG298ux9UqkUUqlUZZlIJMKZM2cwZ84cfPHFF8jNzUXTpk1x8uRJdOrUqeJ3oBqjoBQhhBBCCHlnOViYlJwIgJ25CBExqbgeJx901sdZzwF2ZVIg7iKQnQSIHQH3dgBfUL51ZdyH4unKkq9fE3lQ6nR0EvKLpNWmCyMh7xoBn6fSsrGq7dixAzt27ChT3jZt2ujV4snJyQl//fWX2nLl4E1JdVGM51TZwsPD9U6rrf6Ojo7YuXNnifmlUikyMzNVlnl4eKgdJwDo3LmzxuVvEwpKEUIIIYSQd5afZw04W5kgMSNf47hSACAS8vHVX7eQmPmmZdGkXdexpH8JXWmijwJBc4HMF2+WWboA/qvl/y/LOp/+pd4HHuRdf/w8a5Q7XzNXG7hYmeBFRj7CH6TA39dJ+/4TQggh5USz7xFCCCGEkHeWYmBhXQokMpWAFAAkZarPzKci+ihwYJRqYAkAMhOAAyPlr1KvGyUvV8c+FO/co2tw5LLk47/uwgcAx28XqyMh5L0jlUohkUi0vqRSaVVXkbzlKChFCCGEEELeaf6+zljwYQO15U6WIpgZa+6epmhZtPRYNKSyYu2MZFJ5Syetc/ppo8e6oHny8otRDI7sZKXaJc/JygSbRjTX2qKrLPk+bCKfBerMvWTkFkp01JkQ8q7z8vKCkZGR1le3bt2quorkLUfd9wghhBBCyDuP/7ptUONaVhjX3hMOFiaQMYbPtl7WmkfbrHaIu6je0skgGJAZLy/fs4PaWsXgyBGPkxF87jJ6dmiNtt4OJQ6OXNpBlZvUsoJrDVM8S8tD6P1kfNj4/Z2qnJD33bFjx1BQUKB1vYWFRSXWhryLKChFCCGEEELeeRFPXgIAevs6Y0DTmgCAIzfj9cqrNotddpJB66ZGR/kCPg+tPWvg5T2G1qWYras0gyrzeDz0beSCzf/G4P9uJ1BQipD3WKNGjaq6CuQdR933CCGEEELIO00qY7j8OiilHJgp66x2EDsarG4aVXT5eviwsbxbX+j9ZGQXUBc+QgghFYNaShFCCCGEkHfavYRMZOZLIBYJ4etiyS3Xe3Y6dysg9py8BZPYEXBtDYgsgIIsw1fWsqa8fOXtubcD+JrHvlIhk8q7/pU2nwYNXSzhaWeO2NQcbA5/jDqOFiV2+yOEEEJKi4JShBBCCCHknRYRI28l5edZA0LBm44CitnppuyOBA+qw5Arwi4bmz+H4KdGqmNI6QxIKZekqVRt614zrQH81ER1e5YugP9qwKe/9p2MPioffL20+bTtBY+H+k4WiE3Nwc9hMdxyZysTBPTz0TqwOiGEEFIa1H2PEEIIIYS80y7GpAIA2tZWH1NJ1+x0B7ukolnETPVBzRUBKfd28sCPMksXYMgu+cvSWf91pjbyf5PuqG8vMwE4MEoeeNIk+qh8fWnz6RAUlYCTUYlqyxMz8jFldySCohJKXSYhhBBSHLWUIoQQQggh7yyJVIarT18BgNaBvjXOTuduJW8hpbFj32uv4oAZt4BnlzV3mavfV3t3uuLrXFsD39cF8l9p2BADwAOC5snzKZNJ5S2kNNazWD49u/JJZQxLj0VrXPe6RCw9Fo0ePk7UlY8QQki5UFCKEEIIIYS8s+7EZyC7QAIrUyP4OFtqTac2O13sOfWWR8VlxssDUp4dNK/nC/RfF3tOS0BKgcm3F3cRqNXmzeK4iyXUUymftroUcyU2DQkZ+VrXMwAJGfm4Epum94x+hBBCiCbUfY8QQgghhLyzIl7Putfaswb4pWnVk51k2HQVtb0KqGdylvaAVFnSEUKqHx6Pp9crPDy8qquqZuHChXBzc4NQKIS1tXWlbDM0NBRjx45F/fr1YW5ujpo1a2LAgAG4fv263mWcOnUKH3zwAUxNTWFlZYV+/frh7t27aukKCwuxcuVKeHl5wdjYGO7u7pg/fz7y8vIMuUvVBrWUIoQQQggh7yzFIOelbtEjdjRsuoraXgXU08HCpOREpUhHCNHAgLNllkVERITK38uWLUNYWBhCQ0NVlvv4+FRanfRx5MgRrFixAgsWLEDv3r0hEokqZbubNm3Cy5cvMXPmTPj4+CAlJQXr1q1DmzZtcOrUKXTt2rXEeg8cOBADBgzAP//8g4yMDCxduhQdOnTA1atX4eXlxaUdPnw4Tp48iUWLFsHPzw8RERFYvnw57t69i6NHSz9GYHX3VgSlsrOzsXDhQhw4cABpaWmoX78+5s2bh6FDh+rM17lzZ/z7779a1yckJMDJycnQ1SWEEEIIIdVAoUSGayWMJ6WVYhDzzARoHq+JJ1/v3q7c9Sz19qQyDfm0deErfT39PGvA2coEiRn52moCJysT+HnW0LtMQogSA8+WWRZt2rRR+dve3h58Pl9teXWRm5sLMzMzREVFAQBmzJgBBweHStv+L7/8orY9f39/eHt7Y+XKlSUGpebOnYtGjRrh4MGD4PHkrXbbtWuHunXrYvHixdizZw8A4NKlSzh06BCWL1+OefPmgc/no3v37hAKhfj2229x+vRp9OjRo2J2soq8Fd33Bg0ahJ07dyIgIAAnT55Eq1atMGzYMOzdu1dnvo0bNyIiIkLldebMGRgZGaFNmzYUkCKEEEIIeYfdep6OvCIpbM2NUdfBonSZ+QL5F0SNXncD9A80XMsGle1p6WaoaXt8AdArUEuhZaungM9DQD8fXTVBQD8fGuSckLKogNkyq4PQ0FB07twZtra2MDU1hZubGwYPHozc3FwAQHh4uMbugE+fPgWPx8OOHTu4ZaNHj4ZYLMadO3fQs2dPWFhYoFu3bvDw8MDChQsBAI6OjuDxeFiyZEml7J+mAJhYLIaPjw+ePXumM+/Lly/x4MED9O7dmwtIAYC7uzt8fX1x+PBhSKVSAMCFCxcAQC3w9OGHHwIA/vnnH27Zjh07wOPxEBoaigkTJsDW1haWlpYYNWoUcnJykJiYiCFDhsDa2hrOzs74+uuvUVRUVLYDUIGqfUupEydO4PTp09i7dy+GDRsGAOjSpQvi4uLwzTff4NNPP4VAoPlDVlNTw507d6KoqAjjx4+v0HoTQgghhJCqpei616a2benGk1Lw6Q8M3AwcmqS63NJFHugxdIsGn/7AkD/UW1AAQPsvtW+PSV//hweVVlYiC2DAL2Wqp7+vMzaNaI6lx6LVBj2f37s+/H2dS10mIe8UxoCi3NLlkUmBk3Oge7bMuUDtzvJAskwm30ahAOCX0J7EyAzgVU2g+OnTp+jbty86dOiA7du3w9raGvHx8QgKCkJhYSHMzMxKXWZhYSH69++PSZMmYd68eZBIJLC3t8cvv/yCbdu2ISgoCFZWVqhVq5bWMhhjXLCnJEJh6UMjGRkZiIyMLLGVVGFhIQBo7GooEomQm5uLmJgY1K1bV2taxd+3b99WK2P8+PEYNGgQ9u/fjxs3buDbb7+FRCLBgwcPMGjQIEycOBEhISFYvXo1XFxcMHv27FLva0Wq9kGpQ4cOQSwW45NPPlFZPmbMGAwfPhyXL19Gu3b6N0fetm0bxGIxPv30U0NXlRBCCCGEVCNcUKo8M8SZWMn/tXABei6r+LFffPoD9fu+GWvmwQkg6h/gcQjQbbH6l06ZFAh/3VKq01zAoz1w5y8gcidg5VauwJm/rzN6+DjhSmwakrPyceDqM1yIeYkrT19hYqdy7CMh74KiXGCli4ELZfKAdKArAHm3Jmt9s377AjA2N3B99HP9+nXk5+dj7dq1aNKkCbd8+PDhZS6zqKgIixcvxpgxY1SWK4JQLVq0gJ2dnc4ydu7cqZZfG8Y0BQp1mzZtGnJycrBgwQKd6RwdHVGjRg2uFZRCeno61x3x5Uv555WiYc2lS5fQqFEjLu358+dV0in78MMP8f333wOQt7CKiIjAvn37sH79enz55ZcAgO7du+PUqVPYs2cPBaVKKyoqCg0aNFCLXDZu3Jhbr29Q6tGjRzh37hzGjx8PsVhs8LoSQgghhJDqIb9Iiuv/vR5PqnY5glKx5+T/1u0JNPrYADXTA18AeHaQ/792F+DhKSDxNnD/ONCgn2raqH+A1AeAiTXQdqo8iObYELi5B0iOAlIfAXZ1ylwVAZ/HjcflW9MKPdb/i5B7Sbj1LB1NXK3LXC4h5N3RtGlTGBsbY+LEiZg6dSo6dOiA2rVrl7vcwYMHlyt/v379cPXq1XLXQ5NFixZhz549+N///ocWLVroTMvn8zFt2jQsW7YMy5Ytw6RJk5CZmYlZs2Zx3Rv5r1vC9e7dG97e3li6dCk8PDzQunVrXLp0Cd9++y0EAgGXTpmia59CgwYNcPjwYfTt21dteXBwcHl2u0JU+6DUy5cvNV7QNWrU4Nbra9u2bQCAcePGlZi2oKAABQUF3N+ZmZkA5BHb6tgPU1+Kur/N+0BKj877+4fO+fuJzvv7h865dlefpKFQIoO92Bhu1sZlPkbC2LPgAZC4tgOriuNsbAl+q4kQXFgPFrYSEq+eKJLIu6MUFeRBGL4KPADSNtMgE5gBRUWAkQUEnp3BjwmB9PZfkHX4xiBVcbMWYUBTFxy68QLrgx9g66jmBimX6Ife74ZTVFQExhhkMhlkMlnJGTQRmADznpcuT9xF8PcNKTGZbNgBwL0dGGPIys6GhVisMhaR1vqUdV/wpqVQWY6Hp6cngoODsXbtWq71UO3atfHFF19gxowZKuUWP+aaljPGYGZmBrFYrFYf5XqWVFdra2uuMUtJSrPf3333HZYvX47ly5dj6tSpeuVduHAhsrKysHz5cixevBgA0KdPH4wePRrbtm2Ds7MzZDIZhEIhjh8/jpEjR8Lf3x8AYG5ujhUrVmD58uWoWbOmyjFT7KdyHYyMjLQuz8/PL/s1X4xMJgNjDEVFRRqHVNL3XlXtg1IAdL4BS3xzviaRSLBz5040bNhQrxkFVq1ahaVLl6otDw4OLlOf2Orm9OnTVV0FUgXovL9/6Jy/n+i8v3/onKs78R8fAB+uonycPHmyTGUYSbLRO0netSLkcT4K4k4YsIalqYc3evBNYZQcjZt7v8MLGz8AwP0D36F52hMUCC0QkuYGyYk39XMt8kRzADlXdiMsq6HB6uIL4AgE+PdRKn758wQ8Szl+PCk/er+Xn1AohJOTE7Kzs7kxfCqFfUtYip3By04ET8O4Ugw8MLETMu1bAvmvx0IyMkNWgR5BhPysclVNEUBQNMYorSZNmmD37t2QSqW4ceMGfv31V3z55ZewsLDA4MGDubGdXr16pbKNuLg4efXz81UagvB4PI11UTQcycrKgrGxsc467d27F9OmTdOr/q9evdIr3erVqxEYGIh58+Zh2rRppTpeAQEB+OqrrxAXFwdbW1s4OTlh8ODBcHd3h6WlJVeWo6MjgoOD8eLFC7x69Qqenp5cyyo/Pz8uXX6+fLy/nJwclXpoO0blPcfFFRYWIi8vD2fPnoVEIlFbr2gFVpJqH5SytbXV2BoqLS0NwJsWUyU5ceIEEhMTMXfuXL3Sz58/X6WvZWZmJlxdXdGzZ09YWlrqVUZ1VFRUxE0jqYigkncfnff3D53z9xOd9/cPnXN1UhnDtbhXePgoGkAuBn7QEH1auZapLN79/wPvDgOzq4duA8o+NormekpxI+UGUvNSYWdqh2b2zSDQMU4V3/opcG4NWmYFo8CvI+5eDkHTl0cAAMKOs9GzbbFuLvntwTbshGV+PPq09AQcGmivjEwK3rMI+RhWYkcw17Y6x8y6z7+Lv67H43KuPVr6eSE5qwAOFiK0dLehGfkqEL3fDSc/Px/Pnj2DWCyGiYlJ5W6892rgr8/BwFMJTDHFXJe9V8PS2ka+jDFkZWXBwsJC78YYZaW4pgzxXbdr165o0aIF/vrrL9y/fx+WlpZo2FAeHI+JicHAgQO5tKGhoQAAExMTbtu66qIY8NvCwqLEun7yySdo2bKlXnXWZ7+XL1+OwMBALFiwAN99951e5WrajouLfCyyyMhI/Pvvv/j+++9Vtq847/Xq1ePO+9q1a2Fubo4pU6ZwaRXXrrm5uUp+bcfIkOcYkL+PTE1N0bFjR43vI32DX9U+KNWoUSPs27cPEolEZVypO3fuAAB8fX31Kmfbtm0wNjbGyJEj9UovEok0jo5vZGT0TnwIvCv7QUqHzvv7h875+4nO+/uHzrlcUFSC2mxxP4U+gb2ladlmi3t2EQDA8+xo0OMbEheCwCuBSMpN4pY5mjlint88dHfvrjnTB9OBSz+D9/IhTA4MATeCCY8PgbUrBMXrZ2QLeHcHHpyA0YOjQE0tXViij6rP9mfpAviv1jpI+oxudXHwRjwinrxCxJNr3HJnKxME9POhmfkqGL3fy08qlYLH44HP52sco6dCNRwA8NRn2eS9ntWTp/S+U3SzUtS1IimCH2XZzubNmxEaGoq+ffvCzc0N+fn52L59OwD5wNt8Ph8uLi7o3r07AgMDUaNGDbi7u+PMmTM4ePAgt13FtnXVRXldSXW1t7eHvb19qfdHk3Xr1iEgIAD+/v748MMPceXKFZX1yr2xxo0bh507dyImJgbu7u4AgPDwcFy9ehWNGzcGYwxXrlzB6tWr4e/vjy+++EJlX1avXg0rKyvUrVsXKSkpOHDgAA4fPoxdu3bB1fXNjyyKPMWPhbZjVJ5zrAmfzwePx9N6T9L3PlXtg1IDBw7Eb7/9hn/++UdlxrydO3fCxcUFrVu3LrGMxMREnDhxAoMGDYKtbTkGuiSEEEIIIdVSUFQCpuyOVOsQk5pdgCm7I7FpRPPSB0tiz8r/VQw6bgAhcSGYHT4brFhNk3OTMTt8NtZ3Xq85MPXkX83TzzMZcHACIBSpB5EaDno9e99BoMsC9Zn7oo8CB0ZBbXr6zAT58iF/aAxM3X2RAamG3kSJGfllP9aEvE+Kz7JZ0bN6VrCmTZsiODgYAQEBSExMhFgshq+vL44ePYqePXty6Xbt2oUvvvgCc+fOhVQqRb9+/bBv3z69WzNVpWPHjgEAgoKCEBQUpLZeefY+qVQKqVSqsszY2Bj//PMPli9fjoKCAtSpUwffffcdZsyYoTYeU35+PrZs2YIXL17A1NQUbdq0QXh4ODp0MNxnUXXCY2WZ+7CS9ezZE9euXcPq1avh7e2Nffv24bfffsPu3bvx2WefAdAcjVRYvXo15s2bh+DgYPTo0aNMdcjMzISVlRUyMjLe+u57J06cQJ8+fegXlvcInff3D53z9xOd9/cPnXM5qYyh/epQlRZSyngAnKxMcH5uV/27l2WnAN97y///zRPAvPw/bEplUvT6p5dKCynVevLgaOaIoMFBql35ZFJgg69qa6ZiOWHpAsy6o/qltiALWOsNSPKBSWcB5zdTtZe1zAo51kQv9H43nPz8fMTGxsLT07Pyu++VgkwmQ2ZmJiwtLSu/RRepMm/LeS/pfaRvDKX67qGSgwcPYuTIkVi8eDH8/f1x+fJl7Nu3jwtIAZqjkQrbt2+Hh4cHunfX0hyaEEIIIYS8ta7EpmkNkgDydkAJGfm4Epumf6FPz8n/dfQ1SEAKACKTI7UGpACAgSExNxGRyZGqK+Iu6ggeyXMiM16eTpnIAqjz+gfZqIMGKbNCjjUhhJD31lsRlBKLxfjxxx+RkJCAgoIC3Lp1C0OHDlVJs2PHDjDG4OHhoZb/wYMHiI2NrfDB4QghhBBCSOVLztIeJClLOgBvglIehusukZKbUrZ02doDWSWmazhI/u/dg4Dyj7dlLLNCjjUhpNqSSqWQSCRaX4pZ9Qgpq7ciKEUIIYQQQog2Dhb6db/RNx0AIPZ1UMqA40nZm+k34K5aOrGjfhvQlK5uL8DIDEj/D4iP1J1WjzIr5FgTQqotLy8vbiBrTa9u3bpVdRXJW67aD3ROCCGEEEKILn6eNeBsZYLEjHy1gc6BN+Mc+XnW0K/AzATg5SOAxwfcP9CZVCqTIjI5Eim5KbA3s0dzh+aq40Epae7QHI5mjiWOKdXcobnqCvd28vGdMhOgNij565ywdJGnK87YHKjrL28pdfEnoEE/eaDJyFy+f0zDiOU6yjT4sS4FqYzhSmwakrPy4WAh3waNW0VIxTp27BgKCgq0rrewsKjE2pB3EQWlCCGEEELIW03A5yGgnw+m7I5UW6cIWQT089E/gKHouufUGDC11posJC4EgVcCVYJMjmaOmOc3T+MMegK+AF+1/Apzzs7RWB4Dw1y/uepBLb4A8F/9eqY8HlQDU6/3yT9Q+8xd1q+nEI8+LH9x+ZiG/yvRUKbysdaSq3THWk9BUQlYeixaZTwrZysTBPTzoZn+CKlAjRo1quoqkHccdd8jhBBCCCFvPX9fZ2wa0RzmxqpBFCcrE2wa0bx0gYvYs/J/dXTdC4kLwezw2WqtnpJzkzE7fDZC4kI05nuV/woAwOepP4b39eyrMZgFQD6F/JA/AMti+2HpIl/u019zvuijwIWfNKx4HU7ym6RepmK5ljIVx9rJSr2L3sROtQ0eJAqKSsCU3ZFqA6wnZuRjyu5IBEUlGHR7hBBCKg+1lCKEEEIIIe8Ef19n/H39OULuJePj5rUwuEWtsnXx4gY576hxtVQmReCVQDAN7YQYGHjgYfWV1eji2kWl1VO+JB9b72wFAMxrNQ/eNt5IyU3Bo1ePsDVqK87Fn0N2YTbExmLN9fLpD9TvC8mTs7h57hSadugFYe2O2ltIyaRA0Fxobs8EADzg/nFgxi3g2WX5oOaxZ4HIncDjYEC6AhBo/rrg7+uMHj5OXHe6sPvJOHzzBf59kIK5veqDb6CWUlIZw9Jj0Rr3gMn3AEuPRaOHjxN15SOEkLcQtZQihBBCCCHvjLiXuQCA/k1d0NbLtvSBivT/gFdPAZ4AcG+rMUlkcqTWcaEAeWAqMTcRkcmq3QkPPDiAlLwUOJs74+O6H6OVUyv0qd0H05tNh6eVJzILM7Hr3i7d9eMLwNzbI75GWzD39toDUgAQdxHIfKGjMAZkxssDUp4dgEYfA71WAma2QNoT4PZ+nVUR8Hlo62WLAU1rYkn/hrAQCXE/MQsnoxJ170MpXIlNU2shVWwPkJCRjyuxaQbbJiGEkMpDQSlCCCGEEPJOkMoYF5TytDMvWyGKWfdcmgEizQP4puSm6FWUcrrcolxsi9oGAJjUeBKMBEbcOgFfgKlNpgIAdt3dhYyCjLLUXF229sCZ1nQiMfDBLPn//10NSIv0KsLazBjjOngCADaEPIRUpq11VukkZ2kPSJUlHSGEkOqFglKEEEIIIeSd8CI9D4VSGYwFfLhYm5atEEXXPU/NXfcAwN7MXq+ilNP9+eBPpOWnoZa4Fvp7q4/V1NOjJ7ytvZFVlIVd0SW0ltKX2LFs6VqNB8wd5K3Gbu7Re3Nj23vC0kSIR8nZOH5bVwst/TlYqI9bVZ50hBBCqhcaU4oQQgghhLwTnr7MAQC41jDV3G1PJpV3actOkgdi3Nu96f4mkwJxF4CHp+R/u7fTup3mDs3haOaoswufjcgGTeya4GriVTzPeo4tt7cAACY3mQwjvhGYVIrca9chSUmB0N4eZi1bYFrTafgy/Evsit6FhrYNkSfJg72ZPZo7NFefkU8DqUyKyORIpOSmyPO5tobA0gXITIDmcaV48oHSi++rsRnQYTYQNA8IXwNYuQF5aerHrBhLEyNM7Fgb3wc/xIbTD2FrboyXOYVwsDBRGdtLKmPcWFTF1xXn51kDzlYmWrvw8SAfzN7Ps0aJx6e0SlNPQgghZUNBKUIIIYQQ8k54mioPSnnaaRgoPPqofNBv5TGWLF0A/9Xy/xdfd/QLoPcajTPQCfgCzG4xG3PPzdVal4yCDHT7uxvSC9Lf5OMJYCI0QWZwMJJWroIk8c3YS0InJ7SaPw81xTURnx2PGWEzuHWOZo6Y5zdP+8x8kM8GGHglUCVQJs83Ct1DVkMevlEOTL0OrvgHag4ytRgDhAcCWfHA7oFvliuOmZaZ+UZ/4IlN4TGIfZmLEduucMudrUwQ0M8HgHxgcuUgk2Kdpln7BHwehvu5Yd3ph1r3PaCfj8GDRUFRCaWqJyGEkLKh7nuEEEIIIeSd8IQLSpmprog+ChwYpT7od2YCcGCk/FV8XVaiPE/0UY3bSsmTjxfF56k+TjuaOcJV7AoZZCoBKQCQMin++vUrPJ8xUyUgBQCSpCTEz5yFmtefqW0rOTcZs8NnIyQuRGNdQuJCMDt8tlrLreTcZMyO2YeQ7nMBy2KBFEsXYMgfWoNLeBQM5KerL89M0Hlczj9KQU6hVG15YkY+Ju+OxOTdkWqtnhIz8jFldySCohI0lnkx5iUAwMxYPXg2pbOXwYNEQVEJmFKGehLyNuHxeHq9wsPDq7qqahYuXAg3NzcIhUJYW1tXSR22bt0KHo8HsVjLbKklWLhwIXg8Hnx9fVWWP336FAKBADY2NhAIBGrnw9/f3xDVr1aopRQhhBBCCHknKFpKeSgPci6TyltBaey+pmswbgaAJ+/CVr+vSmui3KJcbLsjH7R8cZvFcLN047rMNbFrgt6HemsskSdj+Py0esBGvjl5XUafluFqHR6YUssfBgYeeFh9ZTW6uHZRySaVSRF4JRBMw75w+RJC0WXGLQieXdbcdbE47piV7rhIZQxLj0VrzaXN6xKx9Fg0evg4qbR6uhiTiognL2Es4OPUrI54/ioPyVn5CLmXjGO3XuDfhyn4plc98HiGaSml2AdtV4u2ehJSWmrdbfXspmsoERERKn8vW7YMYWFhCA0NVVnu4+NTaXXSx5EjR7BixQosWLAAvXv3hkgkqvQ6xMfH4+uvv4aLiwsyMko/McXNmzfx/fffw9FRfdw/Z2dnXLhwATk5OTA3NwefL//h4/Dhw1i9ejUGDhyoludtR0EpQgghhBDyTniqmHnPVikoFXdRvRWU3hiQGS8vw7MDt3Tv/b14VfAKbhZuGOA9AEL+m0fqq4lXkZybrLG0Bs8Y7LK0b40HwC5Lni7aXTXgwcCQmJuIyORINLVtyi2PTI7UObYVly/1Flop7YNOJR4zzcflSmya1rGfSsIAJGTk40psGtp62cqXMYYfXnfbG+bnCtcaZnCtIW8F16GOPULvJeHui0ycupsEf1+nMm23uJL2QVM9CSkt7d1tdXfTNaQ2bdqo/G1vbw8+n6+2vLrIzc2FmZkZoqKiAAAzZsyAg4NDldRl8uTJ6NixI2rUqIG///67VHklEgnGjBmDSZMm4datW0hNTVVZLxKJ0KZNG2RmZsLS0pILSs2fPx9mZmYYNmyYwfajuqDue4QQQggh5K1XJJXhWdrroJS9UlAqW3vARm9KZWQXZmPH3R0A5IOWKwekACAlN0VrMTbZ+m1OV7ri5evaXlnSAdD/mBVLl5xVtoCUtjLOP07F1aevYCzkY2oXb5V0NcyNMba9JwDgh9MPIZPpaotVtu0bIh0hxensbqujm251Fxoais6dO8PW1hampqZwc3PD4MGDkZsrvy+Hh4dr7A749OlT8Hg87Nixg1s2evRoiMVi3LlzBz179oSFhQW6desGDw8PLFy4EADg6OgIHo+HJUuWVNIeyu3evRv//vsvNm7cWKb8gYGBSEtLw4oVK/TOExMTg3///RdDhgyBpaUlt3zHjh3g8XgIDQ3FhAkTYGtrC0tLS4waNQo5OTlITEzEkCFDYG1tDWdnZ3z99dcoKioqU70rErWUIoQQQgghb73nr/IgkTGYGPHhaGHyZoVYvXtEqSmVsfvebmQUZMDD0gN9PPuoJbU3s9dazCs9hx7Rla54+bq2V5Z0APQ/ZsXSOSgf9zJSlMEYw7pgeSupEa3d4WipXvb49rWx48JTPEjKwomoBHzY2KXc27cX69cVyBD7St5ujDHkSfJKlUcqk2LVlVVau9sCQOCVQLR2ag0BXwCZTIY8SR6ERUKuxYw2pkJTg3VjLa2nT5+ib9++6NChA7Zv3w5ra2vEx8cjKCgIhYWFMDMzK7mQYgoLC9G/f39MmjQJ8+bNg0Qigb29PX755Rds27YNQUFBsLKyQq1atbSWwRiDVKqly3QxQmHJoZHk5GTMmjULgYGBOrerTXR0NJYvX46DBw+Waiyq7du3gzGG8ePHa1w/fvx4DBo0CPv378eNGzfw7bffQiKR4MGDBxg0aBAmTpyIkJAQrF69Gi4uLpg9e3ap616RKChFCCGEEFLBaGr5iseNJ2VrDr7ysXVvJx/UOzMBukc20oQHWLpA6toakYlX8V/mf9h+ZzsAYGrTqRDwBWBSKXKvXYckJQVCe3s0a94UjmaOSM5NVvviec+Vh1QLwDaLm/tOBQPw0kKeThNrkTWa2DXBtcRruFV4Cw5JDkjMS9SY9s0e8OBo5ojmDs313+0Sj5n8uMC9ncpSP88acLYyQWJGfqmPNADYiY3Rwt0GETEvEf4gGTefpUMk5GFKZy+N6a3MjDCugyc2hDzCD6cfwsbMGKnZBWrvMV3vP+V1dmIRDmoYaL7YnsPJSl4Geb/lSfLQem9rg5eblJuEdvvblZywmMvDL8PMqPTBH0O4fv068vPzsXbtWjRp0oRbPnz48DKXWVRUhMWLF2PMmDEqyxXBoBYtWsDOzk5nGTt37lTLrw1jJd+1pk6dinr16mHKlCl6lalMJpNh7NixGDRoEPr0Uf9BQxupVIqdO3eifv36+OCDDzSm+fDDD/H9998DAHr06IGIiAjs27cP69evx5dffgkA6N69O06dOoU9e/ZQUIoQQggh5H1CU8tXjlhu5j1z1RV8AeC/Wj5jnBoe3gRdlP+v+BsI8RuJwEN9VLraCHgCCHgCZAYHI2nlKpWZ9IROTlgyoS+m4g/wwFMNTPH5+Ls9w6STMq37sbOHAODzoSkYlFGQga5/dUVGoXxg3b/O/FVsb3gaW2DM9ZtbugGUVY5Z8ePymn+g2kDpAj4PAf18MGV3pMajqe1IK2TkFaHtqjN4mVPILRPy+bgel6b1vTK2vSd+PfsEMSk5+GzrZW654j0GQOv7T9M6ZdrqGdDPh4LKhChp2rQpjI2NMXHiREydOhUdOnRA7dq1y13u4MGDy5W/X79+uHr1arnrAQD//PMPjh07hhs3bpSpRdr69evx6NEjHD2qeeZSbYKCghAfH4+1a9dqTfPhhx+q/N2gQQMcPnwYffv2VVseHBxcqu1XBgpKEUIIIYRUEMXU8sW/2Cqmlt80ojkFpgzk6UsNM+8p+PQHeq8GTs5RXW7pIg+uAPLZ5pQH97Z0QYjfSMyO2acW6JEyKQ78Ohu1DkrVWjxJkpJgu3w7Ni4ciyXGQWoDGY8wqg0ezgJGRkCxsT3M/fwwdNJIPNUwALLYSIyYjBguIFXc5z6fI+ip6vZEAhECOwSWbeBkn/7AkD/Uj4uRGTBwi3y9Bv6+ztg0orlasMdJRyDI6XXXvMTMfJWAFADkFEp1vlcuPk5FbqF695zEjHxM3h2psY661ilM6uiJo7cS1AJWU7t40XuWAJB3l7s8/HLJCZVcT7qOqWemlphuY7eNaOHYAjKZDFlZWbCwsNCr+15V8fLyQkhICNasWYNp06YhJycHtWvXxowZMzBz5swylWlmZqYyflJZ1KhRA1ZWVuUqAwCys7Mxbdo0fPHFF3BxcUF6ejoAeRdDAEhPT4eRkRHMzTV8/gD477//sHjxYgQGBsLY2JjLL5FIIJPJkJ6eDpFIBFNT9XO4bds2GBkZYdQoTT+syNWoodpy09jYWOvy/PzqNx4eBaUIIYQQQioATS1fubiWUraavxRAMSC5YyOg/Sz5eEju7d609qnfVz6bXHYSIHaE1LU1Ag/10djyiCdj+Py0lnFKGAN4PDj+9n8IOn0KN17e4qZ8byR1xtPv+oABcN2yGTyBEJKUFEizMpG09DvkXruGDrIl6DL4lMpU8U3smqDPIe3dPXjg4dTTUzgx8ARupd7C7ZTb2BC5AYwxtHVpq+cR1MCn/5vj8iQcOPc9wDcC6vrrzObv64wePk5au8wVX9fC3QYd1oTqLFPTe0XxHtNEV0eckjrp8AAcvZWAf7/pgutxr5CclY/T0Uk4fjsB5x6l4uuerMrG7iHVB4/HK3V3uXYu7bR27wXedLdt59KOG1NKIpTAzMisxKBUVevQoQM6dOgAqVSKa9eu4X//+x9mzZoFR0dHDB06FCYm8uBzQUGBSr7is88pGOI9Zqjue6mpqUhKSsK6deuwbt06tfU2NjYYMGAADh8+rDH/kydPkJeXh5kzZ2oM0tnY2GDmzJnYsGGDyvLk5GQcP34c/fv3r7KZBisDBaUIIYQQQioATS1fuRRBKY0tpQDg6Tn5vw36AY0+Vl/PFwCeHbg/IxOvqs2OpdDgGYNdlo7KMAZJYiIKIm+iVWs/bnFCwBKwoiKY+flB3E51zJics+eQHRaG1I2bUHPtGrRyasWtu6qjLoB8gOTE3ETcSr2FVk6t0NKxJQ4/PoynmU8R9iwMH9b+UGveEimOi3s74MYuedDuSThQt6fObAI+T+t1XXxdRMxLJGUWaEwLaH+vlPQeKyvF9q7HveK2197bDqH3k3H7eQbO3EtGdx8DDKBP3jsCvgDz/OZhdvhste62vNftLkvd3baaEQgEaN26NerXr489e/YgMjISQ4cOhYeHBwDg9u3b6NWrF5e+tN3ZSsNQ3fecnJwQFhamtjwwMBD//vsvTp48qXN8q6ZNm2rMP2vWLGRkZOD333/XOHD6rl27UFRUhHHjxpVvB6o5CkoRQgghhFQAmlq+8hRIpHiRLp8FS21MKUDeeunpefn/lQJPuqTkpmhdZ5OtX70kKW/KKHwej/R//gEA2H8xXS2t/RfTkR0Whszjx2E3aSJE3t561UVTnXk8Hnp59MKW21twKvZU+YJSCnwB4DMAuPIrcPdgiUGp0ijre6Wi3zvK5duKRfi8nQc2hcdg/emH6FrfQXVAfUL01N29O9Z3Xo9ADd105/rNLVt32yq2efNmhIaGom/fvnBzc0N+fj62b5dPCtG9u3x/nJyc0L17d6xatQo2NjZwd3fHmTNncPDgwQqrl62tLWxty/+jj4mJCTp37qy2fMeOHRAIBGrrxo0bh507dyImJgbu7u6wtrbWmN/a2hoSiUTjOkA+656rq6tKEO9dREEpQgghhJAKoO+U8TS1fPk9S8uFjAFikRB2YmP1BCn3gZwUQGgK1GypV5n2ZvZa173ScyZvga0tci5fgSQlBRlHjwISCczbtYVZq1aQyRgSHqUjJ7MA5pYiONdvAIse3ZF1OgTJP/+MGsOGczP62dfS70uVvejN9nqa1sSvMobzL84jszATlsbax2aRyqQq3QWbOzTX3FKj4SB5UOr+/wFF+YCRYa7dsr5XKvq9U7z8iR1qY1dEHKITMhEUlQAbcxHNqEnKpLt7d3Rx7aLf++4t0LRpUwQHByMgIACJiYkQi8Xw9fXF0aNH0bPnmwD2rl278MUXX2Du3LmQSqXo168f9u3bh5Yt9bsvvy2kUimkUqleM/ppc/nyZdy/fx+LFy+u9l03y4vHynOk3iOZmZmwsrJCRkZGuQdcq0pFRUU4ceIE+vTpAyMjo6quDqkkdN7fP3TO30903qsXqYyh/epQJGbkaxzDRjG1/Pm5Xcv8ZZbOuVzw3URM3HUdvjUtcfwLDS2hLm+RD3Jeuwsw6rBeZUplUvT6p5fGbnM8GcMvG6WwzYLaQOdcGpEIAmtrSJJU89t/OQsZfgNx7s9HyEl/02XN3FqENu3FYF8PVStL6OiIzV2KcNozS+s4ND1iLTE5TKiyvXQrIbZ2k6Hf2BX4yPsjjfUMiQvR2GJjnt889RYbMhnwQ0Mg6wUwdK98vCkDKOt7paR8ZaXrvbk++AF+Cn0MIZ8HiezNVitjRk16vxtOfn4+YmNj4enpyY11VB3JZDJkZmbC0tLynQ9MkDfelvNe0vtI3xhK9d1DQgghhJC3mIDP42Yb04amljcMbuY9bYOcx56V/6tn1z3gzdgvGvH52NlDd4sGVlCgFpACgLu7wxG05Y5KQAoActILcOZ4KpLtmqjlkSQnY9z+NPg9kHHjzijwwIPfAxnG7X+ptj2rDAm+OijDo8O7NNYxJC4Es8NnqwXeknOTMTt8NkLiQlQz8PlAw4Hy/0cZrsuN8nul+LtB8bem94o++cq6Ttt70/31NaYckALezKgZFJWglocQQoh2FJQihBBCCKkg/r7O2DSiOYp/txWLBFqnuCelF5uaCwCorWk8KZkMiLsg/79Hx1KV2929OxrZNVJb7mjmiKGTNsDURz3oKHB0BE/DtN4AwMDDI6+PtU//xoBH3h+DFQ+VMPlsbzPPWcDRRLVboZOJA2aetdDYYosnLxJtDkTjVc5LlXVSmRSBVwI1trxSLFt9ZTWksmKzDPoOkv/74CRQmKtlR0pP8V5xslL9td3JykTne0VXvs0jmmNzGdZp255UxvB98AON9VAcxaXHoiGVUUcU8u6QSqWQSCRaX1KplplICdETjSlFCCGEEFKBGrpYQcYAPg/o38QFh2++QFNXawpIGdBTXTPvJUUBea8AYzHg0rRU5WYXZuNBmjwIsaTtEpgKTbmxX5CVjYePZgMAnFeuBM/YGEJ7ezCZFM/GjNVYXrq1NwpMbLRvkMdDgUkNpFt7wyb9keo6xiBMScdB9/WIqgWcjjiNHm17wPc58DxV8/YA+S/QdplARNB29Bn8Dbc8MjlSrxn9IpMjVWYCRM0WgJUbkPEf8CgYaPiR9v0pJX9fZ/TwccKV2LRSjdVUUr6yriuOZtQk7yMvLy/ExcVpXd+pUyeEh4dXXoXIO4eCUoQQQgghFehiTCoAoJmbDca1r43DN18g6kUm2OvWL6T8YnUFpZ6ek//r1hYQlG4cnrBnYSiUFcLD0gOD6gxSOV/pIWeAoiKI6tSB9aCB3PKM4/+ntbwCHYON65tOlpqGli16Itk4GS0dWyL3ZrBeZUY/PI8+eBOUKu2MfhweTx6IuviTfBY+AwalAHmXvLIEdHTlK+u64mhGTfI+OnbsGAoKCrSut7CwqMTakHcRBaUIIYQQQipQRIy821Tb2rao6ySGsYCP9NwiPH+VB9caZlVcu7dfXqEUiZnyIICnpjGlYl8HpTxL13UPAIKfygM+vTx6qQUQM0+eBABY9umtslxor33WPlFhpl7b1ZWuePm6tqfsuuQJUvNSYWdqB0D37ILKNKbzHSQPSj0MBgqyAZGe0xG+5WhGTfI+atRIvQszIYZEQSlCCCGEkArCGEPEk9dBKS9biIQC1He2wO3nGbj9PIOCUgagGOTc2swINubGqiulkjfjSZVikHMAyCzMxPkX5wEA/h7+Kuskr14hJyICAGDhr7rOrGULCJ2c5IOOF5vk2jr9MUT5r1Agspa3OCqOMYgKXsE6/bHGOgmdnGDarCmyrl6Fxc2byLW3h7hZM/BMTMDytbTO4fGQYSXE3VoybLuzDY3sGsHezB4+NXwgEohQINXcAoIHHhzNHOVdFYtzbgrYeAKvYoELGwD7+oDYEXBvB1TklPYyKRB3EchOqpLt+bm3hbOVic7Z/pytTNDC3QYRMS9L1QWREELeVxSUIoQQQgipILGpOUjKLICxgI8W7vKxhBrVtHodlEpH38Y0rlR5ceNJaWollXgLKMgETKwAp8alKjf0v1BIZBJ4W3vD28ZbZV1W8GlAKoWoQQOIPD1V1vEEAjh+Ox/xM2fJA09KgSkeD6gT8zeiGo7XvFEeUCfmH3m8SkPUg29piZgePSFJSoIzgBf79usOSL12c1hzMP517L63m1umKyClMNdvLgSagj48HuDUSB6UOrv2zXJLF8B/NeDTX2e5ZRJ9FAiaC2S+qLLtCSxdsLH5PAwKs4OWU4TGNa3QaW2YythTzlYmCOjnQ+PIEUKIBjT7HiGEEEJIBVG0kmrmZg0TI/mX+ya1rAEAt59nVFW13ilPXgelPDWNJ6Xouuf+Qalb1AQ9DQIg77pXHNd1r3dvtXUAYNmzJ2r+uAFCR0eV5UJHR9SaOgbQOFce0LKvJ5otGqOWj29tBQAofPhQ3gJLiSIgJe7aFUInJ9V8FhZ4uXAsfrG+rrYtRUCqu1t3OJo5qq2f02oOurt311hPRB8F7h1VX56ZABwYJV9vSNFH5eUqB6SqaHvNImbiYJdUtVn7TIzkX6tORSepDYaemJGPKbsjERSVYNh6EkLIO4BaShFCCCGEVJCLMW+67ik0qiUPMETFZ0AmY+BTt55yeaorKKUY5NyjdF330vPTcfnFZQDqQSlJaipyr1wBAFj29lfLq2DZsycsunVD7rXrkKSkQGhvD7OWLXDs59sAXqF+WyfUb+OMnMwCxEQm48mNVDyLToPfnB5q+UybNcWjDh0hy9AeyMyPjoZX8Cnk3biJ9EOHkHn4MIw8PLDEOAiQaN/XqNQonBh4ArdSbyElNwV/PvgTkcmRuJF8AyN8RqhnkEnlLYg0YgB4QNA8oH5fw3St47anqV1S1Wyv2d3VOP/NbVyJy+C66DWpZYXmy08jv0imrZZYeiwaPXycqCsfIYQooaAUIYQQQkgFYIzh8pM3g5wr1HEQQyTkI6tAgqcvc1Db/v0YJLqiKMaUUpt5T1oExMnHfSrteFIh/4VAwiSoZ1MPnlaq3fMyT50CZDKYNGoEY1dXneXwBAKYt/bj/n7xKB3P7r0Cn89Dq76esLQzBQDUrGuD/6LSkBSbif/upsHd11YlX87lKzoDUgAgSUxE3o2bMG/tB1FtT2QePYqCO3cgay8ArLUHQRJzE3Er9RZaObUCAHjbeOPjox8jOC4YD9IeoF6NeqoZ4i6qtyBSwYDMeHm6Uh53jarp9gTPItDW6832ImJeagxIKeVCQkY+rsSmlWl2QUIIeVdR9z1CCCGEkArwKDkbqdmFEAn5aOpmzS0XCvho6GIJALgTT134yis2NReAhpn34iOBohzAtAbg0LBUZSq67vl7qreEKqnrni5Xjj0BADT4wJkLSAGAuZUIvp1rcWlYsQHSJSkpepWvSCe0t4dZK3mQqc19bUNyv5GS+6b8ujZ1udZhG29uVE+cnaS+TBN90xmqnCreXnKW7nG9SpuOEELeFxSUIoQQQgipABGvu+619LCBSKjaragxjStlEFn5RUjNlo+N5GFXbCbDp2fl/3q0B/j6P/Km5qXiauJVAOpd94qSkpB3PRKA7q57mjx/8ArxD9PBF/LQoreH2vrmPd0gFAmQHJeFp7dTVdYJ7e312oZyOkX92t3T3npHwd5MtfwpTaaAz+Mj9Fko7r68q5pYrD7+lEb6pjNUOVW8PQcLEy0JVembjpCKxuPx9HqFh4dXdVXVLFy4EG5ubhAKhbC2tq7UbZ8/fx59+vSBjY0NTE1NUadOHSxbtkzv/EeOHEGnTp1gaWkJc3NzNGzYEL/++qtKmsLCQqxcuRJeXl4wNjaGu7s75s+fj7y8PEPvTrVA3fcIIYQQQiqAIijVzstObV2jmvJxpW4/T6/MKr1znr5uJWUnFsHCxEi+UCaVd8G684/8b4/2epUllUkRmRyJo4+PQsZk8KnhA1cLefc8JpUi99p1pP/zD8AYTJo2hZGzfCY1mYwh4VE6cjILYG4pgnMda26cMG5dRgGuB8UBABq2rwmLGuqBCVMLYzTuUguRQXG4dPQJjEQC5GYVwtxSBKfmzSF0cpIPcs40tHzi8SB0dIRJ8+aIf/AKOZkFMPFuCyYQwitRAqc0ILGGhmzgwdHMEc0dmqssr21dG308++D4k+PYeGMjRvuORkpuCuzN7NHctTUEli7yQcY1jrsEwLIm4NpaPtB8dpI8gOPe7s2YT4pzpGldce7t5LPsae1Sx5Ovd2+nZX0J2yu+TmQF8PgA0xbM07w9P88acLYyQWJGvsajwgPgZGUCP08NJ4K8lxT3FeUx53gCA4yLpqeIiAiVv5ctW4awsDCEhoaqLPfx8am0OunjyJEjWLFiBRYsWIDevXtDJBJV2rb37t2LkSNHYsiQIfjjjz8gFosRExODFy90dfl9IzAwEAsWLMDkyZMxf/58GBkZ4f79+ygsLFRJN3z4cJw8eRKLFi2Cn58fIiIisHz5cty9exdHjxp4YodqgIJShBBCCCEGJpMxXIqVB6Xa1FYfP6aJq2Kw80xIZYwGPi6j2JeKQc5ft5KKPiofpFo5gHH2e8DCGfDpr7WckLgQBF4JRFLumy5Z/2X9h5C4EPg9kCFp5SpIEhO5dYUxMcgMDkaKfVOc+/MRctILuHXm1iJ0+LQOAKitAwC7WtrHEGvW3Q23zjxDWnwOjmy4qVJmy8+/hWDNTIDHUw1M8eTXTsHn32LXossq2zNpvxLed/eg7f07ONxOAKYULuG9ngFwrt9cCDQEhCY3mYwTT07gbPxZnI0/yy13NHPEPL9R6B6yGvJQi4YQjMgS+KmJ6nmwdAH8V8v/X/wcKdZpOkd8AdBlIXBkqvo6Bf9A7UEtTdeErrqoBKS07J+G7Qn4PAT088GU3ZFquRTv7oB+PvReJwCAzOBgtfuK0MkJjt/Oh2XPnpVShzZt2qj8bW9vDz6fr7a8usjNzYWZmRmioqIAADNmzICDg0OlbT8+Ph4TJ07EpEmTsHHjm67NXbp00Sv/9evXsWDBAqxatQpz5szhlnfr1k0l3aVLl3Do0CEsX74c8+bNA5/PR/fu3SEUCvHtt9/i9OnT6NGjh2F2qpqg7nuEEEIIIQZ2LzET6blFMDMWoPHr2faUedqJYW4sQF6RFDEp2VVQw3eDYuY9D1tzefDhwCj1FjU5KfLl0Zp/XQ6JC8Hs8NkqASkAyC7Kxv4ts/B8xkyVL44AIMvKwo1lvyNoyx21oFNOegGCtkQhaEuU2joACNt9HzE3kjXWJf7RK0g1DJadk16Afy8LIJ3zI4SOqt3GhI6OkM75Ef9e/n/2zjw8qup8/J87M9km+zpZgBASthAICRAWWWWLIFZpXX/WtYrYVpS2itqKqFVQv63YurV1QbGodUcxQEBWgQTCFhAIIQQI2fc9mZn7++NmkkzmzmQSwn4+z5MnmbO+55w7N3PfeRetzXwNkp7MIQ8wuXgSIXrrhzeD3sDfJv+NaZHTVGXJKs/CjK0sRXVFLMxeReq0J8AnzLrSIwCQoPhn23OoyofPfq38qNbZPyOKjyi/NS62ddf/zb7C0d414UgWi0Iq6UHb9SHBjW/ZnS85Loy37kwk1NfaEi7U15237kwkOa7jeIKrkap168hb8KjNfcVYWEjegkepWrfuIkl2bmzcuJHJkycTGBiIh4cHffr04Ze//CV1dYpF66ZNm1TdAU+ePIkkSXzwwQetZffccw9eXl4cPHiQGTNm4O3tzdSpU+nbty9//vOfATAYDEiSxLPPPntB1vef//yH2tpannjCXvZRx/zzn//Ezc2N3//+9w7bbd++HcBG8XT99dcD8MUXX7SWffDBB0iSxMaNG3nggQcIDAzEx8eHu+66i9raWgoKCrjlllvw8/MjLCyMP/7xjzQ3N3dL/vOJsJQSCAQCgUAg6GEsrnuj+gbgorX9DlCrkRgS4UtaThkHzlQywOB9oUW8IrAopaIC3RWLF1XHKRmQIGURDJptZeFiMptYmrbUyoLIgmSWuXu9SXVeGYms6F+1Dt1Vtn2WRVR8cKubHyjWdVs/zXLYb88xPXeuX09Nehp71q9nxPTpeI1K4qO/7AJsFWAWS58TPtfyTfyjHPapbHPDC0lUtZCCtn1RQ0ZGQmJZ/kamPLIf7eldba5vvUfD/w2E+jLVnvaxf0bUFEHav5W/b/kI3LyU+bYvh4IDcHaf+pBmUyfXhCMkOPI9PLIfTu+C6nzY+FeoOAmlxx32TI4LY3psKCmZBfz2v4rV1JoFE/DXu3Yyp+ByQ5Zl5C7G+JFNJgpf+Ku6G64sgwSFf30Rz7FjkbRazGYz5vp6zDpdp7HxJA8PJOniWOKdPHmS2bNnM2HCBN577z38/PzIy8sjJSWFpqYm9Hp954N0oKmpiRtuuIF58+axaNEijEYjwcHBvPHGG7z77rukpKTg6+tLr1697I4hyzImk/p9vCM6nWPVyJYtWwgICODIkSP84he/IDMzk4CAAObOncvLL7+Mj49Pp/0HDx7MF198wfPPP8/x48cJCwvjzjvv5LnnnsPV1bV13YCNW6Ll9YEDB2zG/s1vfsPcuXP55JNP2Lt3L0899RRGo5GjR48yd+5cHnzwQVJTU1m2bBnh4eEsXLjQqT25UAillEAgEAgEAkEPs/OEopRylPp9WItS6uCZCn41wv6HaoF9TrQopUagYpljhQxVeUrsoKgJraUZRRk2FlIWBp+WCapWH63CL4ZGd//uik1NeSP5WRVEDGwbIz+rQtWyqmO/ghPVhIwaRXVxMfpRoyg4Ue24nyTR6B7AyS+3M2rRvU7J52hfQFFMFdQVkFGyn1Ht9pOcrXYUUs6gfkZs+zsY6yFiJAxMbnVXxLcXvDcT9n0M4x+DgCjr4XJ/6uSacEKW07vaZHHxgE/vhF1vw5iHwdP+e1urkZg9LIxX13mSU1LLnpPlTIvtoUDsgksGub6eo4kjenhQxWLq2Kgkq2JnckIOzNiD1A3lT0+wZ88eGhoaeOWVV4iPj28tv+OOO7o9ZnNzM8888wz33mt937IooUaMGEFQkG3MxvasWLHCpr89OmY97UheXh51dXXcfPPNPPnkk7z22mukp6ezePFiMjMz2bp1q0OlYF5eHsXFxTzyyCM8//zzxMbGsmHDBpYuXcrp06f5+OOPgbYYXjt37mTo0KGt/bdt2wZAaWmpzdjXX389r776KqBYWO3YsYNVq1bxt7/9jcceewyAadOmsXbtWj7++GOhlBIIBAKBQCC4kjGZZXblKA/m4xwopYa2uPUdyBMZ+LrLyZaYUr1cqpzrUGP9aFdcV2y3qb8Dr8pGV8ffiDtDbVWjw9eO+3l1eN05ZXsykWXZKUsKR/visF2NM4/OndB+jKp8SH9X+fvap9sUUgB9xkD0VMjeAFtegRvftD9OT8gy6HoIHaZYZ/30Okxf0mn3sdGB5JTUsuNEqVBKCa5ohg8fjqurKw8++CAPP/wwEyZMoF+/fuc87i9/+ctz6j9nzhzS09PPWQ4As9lMQ0MDixcvZtGiRQBMnjwZV1dXHn30UTZs2MC0aeru0Jb+1dXVrFq1ittuuw1Q4lHV1tby2muvsWTJEmJiYrjuuuuIiYlhyZIl9O3bl9GjR7Nz506eeuoptFotGhWLOYtrn4XBgwfz9ddfM3v2bJvydZege6hQSgkEAoFAIBD0IIfOVlLdYMTbXceQcNt4UhaG9fID4PDZKppNZlU3P4F9KuqaqKhTYmMEhUY618nLWjEQrA+227Tcfjxy3JqcVII5wNPHzeHrnu6nPZ1F47Es3AcO6LSto31x2M6rBxQv7cfY9jcwNUKfsdBPJZjwlKcVpdT+VTDhDxAYff5kkSRlvlW3Qtq/YOxvwctxkOWx/QL5765Tre68gisLycODgRl7utSnbvduTj84r9N2vf/1DvqRIzGbzVRVV+Pj7a2qjOgoz8UiOjqa1NRUXn75ZX77299SW1tLv379eOSRR1iwYEG3xtTr9Z26xHVGQEAAvr72/w93hcDAQLKyspg5c6ZV+XXXXcejjz5KRkaGQ6VUYGAgBQUFqv1fe+01MjIyiImJwdXVle+//54777yT5ORkADw9PXnxxRd5/vnniYiIsBk7IMA6q6fFFVCtvKGhwflFXyCEUkogEAgEAoGgC5jMMmk5ZRRVNxDiraR412qk1vJVaacASOrr7zDTVmSAHm93HdUNRo4VVjtUYAmsMZllVu9XXLP89S7ooq5RMqpV5aMeL0gCn3BMvUeTUZDeGlepv29/XDWuNJmbbHr83FuixBsCq23DRvlVHMetoZxGNz9r6x0n8fJ3I6y/n1VZWH8/PP3cHLriefq6Yoj2Je9YKXVndZzNqsAvxAtJIyGb7bueuFOHX8VxSv/zH7wmTbJJP98xNX1C4nAMegNFdUXq8baQMOgNJIYkWldEjuvkHDrBJ1yJS5WzFQoPw+73lPIpT6nvc68RMCAZjqXAjy/CiHva4lvJiqTdkqPleiFynHXxgJkQMQLy9ihuhQNntc0XOa4tFpbZBLk/ManxDGM0Z0jLH0R5bRP+niKu1JWEJElddpfzvOYadKGhGAsL1eNKSRI6gwHPa65R3p9mMxqjEY1e36lS6mIzYcIEJkyYgMlkYvfu3fzjH//g0UcfxWAwcNttt+HuriQAaGy0vseVlJSojtcT8bF60n1v2LBh7Ny5026/zs5n2LBhFHQIbm+vf0xMDOvWraO6upqKigqio6OprKxkwYIFTJw4sdO1XG4IpZRAIBAIBAKBk6Rk5rNk9WHyK9u+aQzzdeeG+DC+3Z9vVZ52spyUzHy7Gbc0GolhvXzZfryUg2cqhVLKSTqeQXldM+Nf2cybiYtI2KH2jbzyYJOa9GuWfjXLKlaSi8aFZrOdTEQaDSumw8IvbYPkShL0z/6CzCH3d2sN42/pbxXkXJlOYsKt/Ul5J9NuP2OzmY+e/om6yibAg+/2H0TStCWMs8fwoDNIyFStXk3V6tVAW/p5QDU1/bMPzOZhPkRCUlVMPZH0hG2gdI0WkpcpGe9sFELtX9tRFmlcYPkwJbC4Ba0r1FfYX9zkJxWlVObnyo9T83VWByQvtQ64Di3WUk/Byl/CzjeVHws+4craQQmwXnUWH+ATVzgrB3By27P4z7zb/joEVwWSVovhqSfJW/Cocj21V4S0KGEMTz3ZqjC+HNFqtYwePZpBgwbx8ccfk5GRwW233Ubfvn0BJVB3e2uhb7+1k3WzB+hJ971f/vKX/Otf/+KHH34gISGhtXzNmjUAjBkzptP+69at44cffrCKtbVmzRo0Gg2jRo2y6RMREUHv3r0B+POf/4ynpyf339+9/zuXMkIpJRAIBAKBQOAEKZn5zF+ZYfMonV/ZwDtbcmzaVzcYmb8yw2Eq+KERfmw/XsqBvEpuOw8yX2nYO4OCygbm/hjEl1OWk7DrD9Be0eQTTmrSr1mYvcpGuWJRSM2Oms3uwt1WCiuD3sBt857Ap34N1T/8YNVPZzAQePe9sMv2m3wvfzfG39IfgK2fZllZPlnqohPU3b6iE0JInhdn00/v40pTg5HGOqNNH4tCKnZ8GLmZZVb9XNy0jBvehHbZcpt+xsJC8h5Rd6sxFhYS+MJ7vPnn+3jWNcVqX7xcvHj+mueZFmnHTSX2Brjlw1bFTCs+4YqiB2zr9EGK4qki13Y8U5Oi5LrlQ2XsjlScUpfDctaj58PP3zgvi6VObS6Aplr18qp8+OzXqlWhlBG24xHo7W9/XMFVg8+MGbD8NVtlsMGA4aknlfrLjLfffpuNGzcye/Zs+vTpQ0NDA++9p1g6WlzaQkNDmTZtGi+99BL+/v5ERkayYcMGvvzyy/MmV2BgIIGB9mM7doUZM2YwZ84cnnvuOcxmM2PGjGH37t0sWbKE66+/nvHjx7e2vf/++1mxYgXZ2dlERiru5ffeey/vvPMODz/8MCUlJcTGxpKamsobb7zBww8/3NoO4JVXXsHX15cBAwZQXFzMZ599xtdff81HH32k6r53uSOUUgKBQCAQCASdYDLLLFl9uFuOQEtWH2Z6bKiqK9+wlmDnB8+IYOed4egMZBT7lkf2GNjS8jczX4LQoZh6j2bpV7NUrX0s7Cncw5qb1rC/ZH+ra19iSCJajZbsrNcACPjNb3AfNAhdcDAeiYl8+tIeoJYR10XSe1AAtVWNePoobnkWK6io+GAlq55KnT2iE0Js+hmiffnoqZ8wNtm6GVo4daiMO18YS2F2JScOFHNgwxlcPbS4rngR1YTojlxVZBkkCcO/vydl/Vr2lu7n+xPf80XWF4R5htlXSFmIvQEGzVYy4Km5t3Ws6z0a/jYY6tTdeABIWaT0a2+9ZDYpSiW7SPDzt/DIfiWTnjOytK/riNmkyKGK/f3USGAGJLU1CK5KfGbMwHvqVCu32fYutZcbw4cPZ926dSxevJiCggK8vLyIi4vj22+/ZUY7JdtHH33E73//e5544glMJhNz5sxh1apVjBw58iJK7zyffvopS5Ys4V//+hdLliwhPDycxx57jMWLF1u1M5lMmEwmK5dAFxcX1q9fz1NPPcWLL75IWVkZUVFRLF261CYbXkNDA++88w5nz57Fw8ODMWPGsGnTJiZMmMCViCR35jwpAKCqqgpfX18qKyvPOeDaxaS5uZk1a9Ywa9YsXFxcLrY4gguEOPerD3HmVyfi3M8fO7JLuf3ftrEknGXVA2MYq5KJ73RZHRNe/hEXrUTmkpm46br2QHI1nbkzZxAnneA7tz+Dux88cRIkifSCdO5be1+n47838z1GhVq7TzQcO0bODb9AcnGh//ZtaFs+A2btLmTdfw7h6qHj1y+Mxd3z/O593tFyvv773k7b3fhYAhED/TE2mXjvT9tobjQxIuNVfKtsLfmcpc+KFXiOTqKysZLJn07GKBv55sZv6Od77pm1WsnZCiuu77zd3d9BVLuHsu726y7OzneeZLma3u/nm4aGBnJycoiKimqNdXQpYjabqaqqwsfH55KPKSXoOS6Xc+/sfeSsDuXSXaFAIBAIBALBJUJR9bllq7HXv5e/B/56F5pNMkcLqs9pjisdZ85gmKZF+RKe0Bqfpbiu2Knx1dpVtbjteY4f36qQMptl0r9T5hk+rfd5V0gB1FbZD36u1k7nqiUqPgiAouBER106xVis7Iuvmy9jwpWYKWtz1p7TmDbUFHbeRq1dd/t1l54Yp6dkEQgEgisEoZQSCAQCgUAg6IQQb7dz7K/+TbwkSQzt5QfAfuHC5xB7e9ieodIJ5Y+INkVMsD7YqfE7tpNlmeo1ilLKZ9Z1reVZ6YWUF9Th5qkj/treTo19rnj6OHf9tW8XM0KJW1UUkoBskz/QeXTBbfuS3FdJT772ZA8rpbwM3WvX3X7dpSfG6SlZBIILhMlkwmg02v0xmVQdhAUCpxFKKYFAIBAIBIIOmMwyO7JL+WZfHjuyS1h7yDaNszNIKNn5kqIC7LaJC1cscL7ff5Yd2aWYzFdWZAXrvez++pKiAgjzdberXpGAES4nlRfhbZmREkMSMegNSHZ6SkiE6kNJDLG2KGo8coSm3FwkNzf0k6aQd7Sco7vy2fHlcQASpvfB1ePChGcN6++Hp59jxZSXvxKzykKf2EBcPbQ0uvlT6RfdrXl1wcF4JAyndlcald99z7hCX1zRkV2ZTVZ5VrfGVCVynBJg3NHp+kQo7Xqin5OYzCbSC9JZc2IN6QXpmHqP7mQ++5hlKJKCui2LQHCxiI6OxsXFxe7P1KlTL7aIgsscEehcIBAIBAKBoB0pmfksWX2Y/Ep1dzE7yexV2wEsnhOrGuTcMteqNCV72M6cMnb+eydhvu4snhNrN2Pf5YTaXnZ3fVqNxOI5scxfmWFTJwFuNBHDaaWgnVJKq9GyKGkRCzctVOmnnMsTSU+g7RB8uqrFSqpq/K18/OJ+q6x2SODlf+Hi0Gg0EhNu7U/KO5l224y/pb9VEHWti4Z+8cEc2VlAYXAifpXZtunnLa87pqZvwVxfz/GpUzEVtwUgf9vPjbevNZNyMoX+/v3PfXGgBP5OXqZk2bN5h7WsKXmpbYDw7vZzgtTcVJamLbXJyLgo6S6mpS6zM5+s8jctlmoyf2m8k+dqmjH4XJ7BrAVXJ6tXr6ax0b4Lsbe39wWURnAlIiylBAKBQCAQCFpIycxn/soMuwqpeROjCPW1VkaE+bozb2IUYR3KQ33deevORLvKF8tc5XXNVuUFlQ3MX5lBSmb+Oazk4mNvL89lfclxYfzfLfE25aG+7rx/nQca2QiewYp1TDumRU7j2XHP2vQz6A38bfLfbLLJybJM1Q8/UBQUT7opyVohBSBD6vuHyd5b1OU1dJfohBCS58XZWEx5+buRPC+O6IQQmz4xIxVXsdJ+E9EaQq3qdAYDEa8vJ+L15egM1i5luuBgNN7emGtqrBRSAJ4VjfzhSzN5331Bj+ZLir0BbvkQfDq8X3zClfLYG3q2nwNSc1NZuGmhlUIKoKiuiIXZq0id9oSd+T5SfjrUSfoAlvk8xVpzEjuyS7ssj0BwMRk6dCgjR460+zNw4MCLLaLgMkdYSgkEAoFAIBCguJktWX3YrhWUBHy7P5/Nf5rCntxyiqobCPFWXPO0GonHkweTllNmU97VueSWuZasPsz02FC7Y1zKnM/1+XoogcUNPm48NWtw217v/o/SoF2Q8/bodXoAenv15ncJvyNYH0xiSKKNhRRAQ2YmTWfyyBo7H0euWts+yyIqPtjKQul8Ep0QQlR8MKePlPDT5jTGTUqi96Agu/P3GuyPm6eOhlojHm9+RkD1CdX08x1T03skDOf41GlQbRt8XwLMwOxvCzky7xCDQ+J6boGxN8Cg2ZD7kxIQ3MuguLt1ZunU3X4qmMwmlqYtRVa5emVkJCSW5W9kyiP70Z7epT6fRZYtr0LOJug/E9xugOIT7Mgu5caECJuxBQKB4GpFKKUEAoFAIBAIgLScMrsWUqAoU/IrG9iTW87Y6ECbeq1GUi0/l7nScsqcHvNS4nyuz2Jpcu2gEH4xvN3DfV6LW1871z0rmQrSAJjcZzKz+s1yOEfVmh+o8Iuh0c3PYbua8kbysyqIGOjvnPA9gEYjEd7fD32WkfD+fg4VYlqthujhwRzens/xvSVM+X9Jqu0krRbP0W11tbvSMBXbz1qoAYKqIW3tCgb/+pVur0V9cC1ETbhw/TqQUZRhYyHVHhmZgroCMkr2M8refBZZJElRSh39nrE3PM07W+CnEyXqfQQCgeAqRbjvCQQCgUAgEABF1faVKN1pd6nMdTE4n+vbcUJRSo3p10GZdXav8rsTpVRSqLpixoJsNlOVkkKjq49T8tRW2Y+1cilgceE7kVGMyWR2qo/RgUKqPUeydvasC98lQHGdc2t3ql2fsYoVVUMlo+UDaDUSp8vqOVNed45SCgQCwZXDZaGUqqmp4dFHHyU8PBx3d3eGDx/OJ5984nT/b775hkmTJuHj44OnpydDhgzhX//613mUWCAQCAQCweVGiLdzgaudbXepzHUxOF/rq6hr4nB+FQBj2yulGmug5Kjyt4pSqrC2kNyqXDSShhGGEQ7nqN+3H2N+Pu6Sc8omTx/HWfEuNhED/PDwdqGhtpm8I+VO9dEFBzvV7oSujMwS+8HXL0eC9c6t3al2Gi3E3giAx9FvGNbLF0DElRIIBIJ2XBbue3PnziU9PZ2lS5cyYMAA/vvf/3L77bdjNpu54447HPZdunQpTz/9NA899BBPPvkkLi4uHDlyhKampgskvUAgEAgEgsuBpKgAwnzdHWbdC/VV4hd1GbPJKt5NUuRYwnzdKahsUI27dE5znSdMZtnpmFmWvezp9e08UYYsQ0yIFyE+7RRaBQdBNoN3OHiH2vSzWEkNDhiMt6t6pijZZKJu9x5K//1vAHqN7MtRFzfbIOft8PJ3I6y/X5fWcKHRaDX0Swjh0JY89m08TUNdM54+itwW1z+zWSY/q4LaqkY8fdwITUxEFxqKsbBQNSsfkkSNnxs/927mg0MfMLXPVIcxunoKk9lERlEGxXXF522+xJBEDHqDQxe+EI8Q4oPiSS9I71yWuLmQ9g4c+Z4JCQ+z91QF3+4/i6tO0+n7SCAQCK4GLnml1Jo1a1i/fn2rIgpgypQp5Obm8qc//Ylbb70VrVb9n9GePXt4+umneemll3j88cdby6dOnXpBZBcIBAKBQHD5oNVILJ4Ty0MrM2zqLI+Mi+fEdv0B8vC3kPIEVJ1tm8snnDcTFzH3xyCbxPIWujXXeSIlM58lqw9bKezCfN1ZPCdWNbugo7200J317Wxx3RvbRde99IJ0wL7rXtW6dRS++BLGgoLWsvrt2xg5bwabd9lXeoy/pf8FC3J+Lnj6uAJw+lAZpw+VKWV+bky4tT8AWz/NslK+efq5MfLup9C+vECJi6SimDp213hkzSbW5a5jXe46QMlmuChpkU02w54gNTeVpWlLrZRF52M+rUbLjMgZfPTzR3bbNJmaSP4ymeL6Nhc+u7L0SlKyQVblEVO5C4hga1YJW7OU2FKO3kcCgUBwNXDJu+999dVXeHl5cfPNN1uV33vvvZw9e5Zdu3bZ7fvPf/4TNzc3fv/7359vMQUCgUAgEFwBJMeFcf0w24fDUF933rozsesPjoe/hc/uslJIAVCVT8KOBXw5pYRQX1sXthdujLtkHlJTMvOZvzLDxoKsoLKB+SszSMnMV+2XHBfGr0b0simXJPjHHQndWp/F7ckmOLqz8aTCbJVSVevWkbfgUSuFFICpshLtywsIC7GNw+Tl70byvDiiE0K6uoQLTvbeItK+y7Epr61oJOWdTFLeybSxBqutaGTzLi2mx5ejMxis6iS9ntI/38dS/SabMYvqili4aSGpuak9uobU3FQWblpoY710PuYzmo1szdsKgJeLl1VdkEcQHjoPKpoqrBRSDmXRaGDITcrfh760ma+z95FAIBBc6VzySqnMzEwGDx6MTmdt1DVs2LDWents2bKFwYMH88UXXzBw4EC0Wi29evVi0aJFwn1PIBAIBAKBKg3NJgDuHhvJ8tuGs+qBMWx74tquK1HMJsVCStUOSilLOLSMbX+axKoHxrD8tuEMDlNcy2oajeewgp7DZJZZsvqwgxXAktWHMZnVg11nF9cAyl7+/ZZ4fNx1yDJ4u7t0WZbSmkaOFlYDakHO7Wfey6vJI68mD52kIzEk0XoNJhOFL76k7qImy5jRUHK2HoCxc6OZfn8sNz6WwK//Ou6yUEiZzTJbP83qdv89x/T0W7+ePitWEHD//QBI7u4s0f2g2l5uuSqWpS3DZDZ1e972mMwmlqYtbR37fM+3JmcNJ6tO4ufmx9pfruW9me+xbMIy3pv5HmvnrsVT56naz5EsplhFKTVVk4E7jR36KTh6HwkE5wNJkpz62bRp08UW1YY///nP9OnTB51Oh5+f3wWZs7q6mscff5wZM2YQHByMJEk8++yzdttnZGQwbdo0vLy88PPzY+7cuZw4ccLp+TZt2sQ111yDXq8nKCiIe+65h6Kioh5YyaXHJe++V1paSr9+/WzKAwICWuvtkZeXR3FxMY888gjPP/88sbGxbNiwgaVLl3L69Gk+/vhju30bGxtpbGz7p1FVpQTVbG5uprm5ubvLuehYZL+c1yDoOuLcrz7EmV+diHPvGQ6cqQRgVpyBxD5+AJhNRrr6zCvlbkPX0ULKChmq8pBPbmVk5HjAh4raRhav/pnV+89y37g+nc5xvs98V06Z3RhboDxQ51c2sON4EaM7xIfKq6hn76kKJAkeGB+Jwced9JOl/DftDKv35TEuyq9LsmzPUj6MDzR44e0qta25oQqX0uMANAcPgQ57sePMDgBiA2NxwcVqr+rS020spNpT4defZp0nbm4wZGIYGq3iqmcyGTH1jA6kWzh77mezKhzGxOqMmvJGzmSVE56YgP/QOCr+9z/MZWUEHtVQEKn+3baMTEFdAWln0xhpGNntuS3sLtztML5TT87XbG7mrX1vAXDX4Lvw0HgwPHA4tOhAdxfspqShpMuy7KrrRR9zMH00xVyr2csa85gO/ey/j6zkE/f4HqO5uRlZljGbzZjNzmWl7GnMZpn84xXUVTah93UlLMbPxh3Ykt3SImtPsn37dqvXL7zwAps2bSI11draLzY29qLtkRrffPMNf/3rX3nqqadITk7Gzc3tgshXXFzMv/71L+Lj4/nFL37Bu+++a/dcjhw5wuTJk1sTtDU0NPDss88yYcIEMjIyCO4kmcSmTZu4+eabmTVrFl999RVFRUU8+eSTTJ06lbS0NNzcLo0EG2azGVmWaW5uVg2p5Oy96pJXSoGixe1Ondlsprq6mlWrVnHbbbcBSjyq2tpaXnvtNZYsWUJMTIxq35deeoklS5bYlK9btw69Xt/FFVx6rF+//mKLILgIiHO/+hBnfnUizr37VDZBUbUOCZlT+3+i4BwSi0WU7cCZR+R9W9eSd0j58kvXDBq0ZJ6tYsUXawj2cG6u83Xme0okoPNA0uu27qL0Z2srj41nlb7R3jJ7tm0EILAGQMf3+88w1iUXXRds9j87oQE0hEpVrFmzprU8qPow1wB1rkGs35xm0++b2m8A8K/2t+oH4L1vH47s3wpbLKs8tPmkrFW3DrqYdHbudWd1gJMXkR1+2pyGPkux3DMMHIBv+m7G/SxzKLIT2Xasp8j13L/V39+036l2PTHf7sbdnKk/g6fkiV+OH2tOWl8v3ZVlT4lEmHkM8zWruV6700YpZUHtfaQ6vrjHnzM6nY7Q0FBqamouigfNqcxy9qw+Q11l20O73teFEXN60SfO36Z9dXV1j8sQGxtr9drPzw+NRmNTDm0GGheTuro69Ho9e/bsAeCee+5pVe5cCPn8/f3JyclBkiRKS0t59913aWxsVJ376aefxtXVlZUrV+Lj4wPAgAEDGDlyJC+++KKqnqE9f/rTn4iJieHdd99t9RgLCQkhOTmZN998k/tbLFcvNk1NTdTX17NlyxaMRlsL77q6OqfGueSVUoGBgarWUGVlSpBGi8WUvb4FBQXMnDnTqvy6667jtddeIyMjw65S6sknn2ThwoWtr6uqqujduzczZsxovbAuR5qbm1m/fj3Tp0/HxaXrpvOCyxNx7lcf4syvTsS5nzsbfi6CPfsYYPDmxjnjzmksKdcHct/qtN3wCTOJjxzf+npN+R62Z5dSFzSIWZNsrcXbc77PPDCnjA+zdnfabsaE0TYWHv95eydQxZ2TYpmV1BtQ3AE/fXULRdWNePcfxZSBjr8tbs/y5duAOm67NpFpg9tc5zQ7suE4uPcbx6xZs6z6yLLMP775BzTDbdfcxujQ0Vb1dcHBnF31iep8ZklLcdBwAEaO70O/WeqKhIuBs+d+NquC7/YfPKe5xk1KIrwlw2Cdnz9n03cz+ojMuzNkzA6CvE8fO71HLKVCCkP434b/ddruXOdrNjXzxndvADBv+DxuHHxjj8kSmFPGS8dPMV+3mms1e/GknloVZaHa+8hKRnGP7zEaGho4ffo0Xl5euLvbxvU7n5zYW8zWlbZx3uoqm9m6MoeZD+jpl6DcG2VZprq6Gm9vb4fGGD2B5Zrq7rPuxo0beeGFFzh48CB1dXUEBwczcuRIPvzwQ/R6PZs2bWLq1Kls2LCByZMnt/Y7efIk0dHRvPvuu9xzzz2AEj/6iy++YPv27fzxj39k586dxMXFkZ+fT25uLqAoeQCeeeYZFi9e3P2FdwOLItPNzc1mv4xGI2vXruXXv/41vXq1xVWMi4tj8uTJ/PDDD/z973+3O3ZeXh4ZGRk888wz+Pv7t5779OnTGTBgACkpKTz22GMAfPDBB9x///2sX7+eTz75hK+++orm5mZ+8Ytf8Oabb1JdXc2CBQtYv349Hh4e3HHHHbz44os9dv9oaGjAw8ODiRMnqr6PnFUWXvJKqaFDh7Jq1SqMRqNVXKmDB5V/sHFxcXb7Dhs2jAIVk2yLGaRGY//rOTc3N1WzOBcXlyvin8CVsg5B1xDnfvUhzvzqRJx79zlUoMRAGtbL79z3sN9E8AmHqnzU40pJ4BOOrt9EaJdK/obh4WzPLmVNZiGPTBvo1FTn68zHxoQQ5utOQWWDvRUQ6uvO2JgQq0x6uaW1HMyrQiPB9fERrbK5ALOGhvHBTydJOVTEjLhwp+QorGrgREkdkgTjYkKs11p4AABNr0Q0HfbgVNUpCusK0Wl0jAgbgU7SULd7D8biYnTBwUiN9i0kyvwHYXTxxNVYTcyc2WhdLr2PzZ2de+9BQXj6uXXbhc/L343eg4JaXYp8rhlHYUAAPmVlDD0J++3oTP3d/BkROoJ9JfsorismWB9MYkgi2pbr3GQ2kVGUoVrXkaTwJAx6g0MXvkD3wG7PZ6lbnb2a/Np8At0DuT32dlx0Lsgmk9X1MipxBAa9gaK6ItUYV6AEQ+8oS1K/BMq8B5HTYCBKU8g87WqOy70owo808yDMaAjxdiOpXzC7c8spqm4gxNudpKgA1QyVHc/dZJZJyynrtJ+gDZPJhCRJaDQah8+EjpBlGWNT19zGzGaZbf9zHOdt2/+O0zs2EI1Gwmw2Y2wyYWwydyqnzlVzToorS9/u7MfJkyeZM2cOEyZM4L333sPPz4+8vDxSUlIwGo1W+9xxz9XKJUmiqamJG2+8kXnz5vHkk09iNBoJDg7mjTfe4N133yUlJQVfX1969eplV2ZZljE56WvdMYa1I9rL2XHunJwc6uvriY+Pt6mLj48nNTWVpqYmu8rQw4cPAzBkyBCb8YcNG8b27dut9gzgwQcfZO7cuXzyySfs3buXp556CpPJxNGjR5k7dy7z5s0jNTWVZcuWERERYWV8cy5oNMo1Z+9/kbOfSy69/64duOmmm/j3v//NF198wa233tpavmLFCsLDwxk9erTdvr/85S9Zt24dP/zwA3fccUdr+Zo1a9BoNIwaNeq8yi4QCAQCgeDywhJPalhvv3MfTKOF5GVK9j17JC+1UkgBzBwSytNfZXKkoJrjRTXEhHjZ6Xz+0WokFs+JZf7KDNV6GVg8J9bmAfi7A0omsXHRQQR5WX/JNydeUUqtO1xIQ7MJd5fO3QN3nlCs5oeE++Cr7/Ah10HmvV0FSpbm+OB4mjdu5cyLL9mPISVJVgHPi0JGABA1wPOSVEg5g0YjMeHW/qS80z0/1PG39LeKcSPpdHjPmE7FJ58y9mczB/rpVJUzlY2VTP18KhWNFa1lBr2BRUmLAFiattRKyWSpmxY5zWYsrUbLzL4z+fDwh3blrGqqYvoX0ylrKOvSfGp1TeYmtuVtI+momcIO14suNJRnH5jNw3yIhKS69trmWmZ8MYPShjZPD4PewNwJ8/h5XSRRFPKIy9etdWflAJY038X2pnFcs2wjxdVtCsQwX3cWz4l1mGQhJTOfJasPW8V+c6af4NwxNpn514LNPT5ubUUj/3lsS5f7Pbh8Ei5und9Pzwd79uyhoaGBV155hfj4+Nby9s/gXaW5uZlnnnmGe++916rcYn00YsQIgoKCHI6xYsUKm/72kNUSXnQDi5eXmkdXQEAAsixTXl5OWJj6+9PS39/f1o0zICBA1Yvs+uuv59VXXwUUi6odO3awatUq/va3v7VaVU2bNo21a9fy8ccf95hSqqe45LPvXXfddUyfPp358+fz73//mx9//JEHH3yQlJQUXn755daAWvfffz86na7VnA8Us7/ExEQefvhhXn/9dVJTU1m0aBFvvPEGDz/8MJGRnTjDCwQCgUAguGqQZZmDeS1KqQjfnhk09gaY8Efbcq0r3PKhUt8BP70rE/orH7S/O+AoUPqFITkujLfuTMRVa/sNvJ+HC5MH2mahsyilrh9m+6E7obc/4b7u1DQa2Xys2CkZdmQrH8LHdsy6V1cG5SeVv8Pi6Uh6fjoAs04FkLfgUbsKqYB77kZnMLS+Nml0lAQr48XOPXcXtItJdEIIyfPi8PSzVg56+buRPC9OtQ4gKj5INcOgz3WKi+TkE+6EuVq7Xxr0Bnp79caM2UohBVBUV8Rjmx7jsU2P2Vg9FdUVsXDTQlJzrQMsg2LJtC1vGwCeLtaZ7wx6AyEeITSbm60UUs7MZ6+uuqmaT955lDOPLLC5XoyFhQS+8B5v6u4iRG+9N8Eewfi6+lJvrLdSSFnm++jEc7h427pShkplvOX6Gtc0/2SlkAIoqGxg/soMUjLzbfqBopCavzLDJhlBZ/0Egp5m+PDhuLq68uCDD7JixYouZZlzxC9/+ctz6j9nzhzS09Od+ulpuhsXu7M2auXXX3+91evBgwcDMHv2bJvy9vqSS4Vz+trHaDSSkZFBbm4uxcXF1NfXExQURHBwMImJiYSGhvaIkF9++SVPP/00zzzzDGVlZQwaNMgqeDkoJpgmk8lKw+ni4sL69et56qmnePHFFykrKyMqKoqlS5dectpBgUAgEAgEF5e8inrKaptw0UoMCvPuuYGrWxRLA2dB3/Gw9ikwmyHG1irEwvXDwvnxaDHfHchnwdT+5z2WSGfMiA3FRauhyWTiieSBxIb78MTnByioauSTtFPcc01Ua9vs4hp+zq9Cp5GYOcT2s6BGIzFraBj/2ZbDdwfyVdt05CeLUiq6g1LKYiUV0A88rL9VlmWZtII0JLPMkI92WVlBWSFJVKWsJXrdWur37sNYXMzZOn+MGxvw9HMjrF8PKSgvItEJIUTFB5OfVUFtVSOePm6E9W/L9NW+rrq0gZ1fn+D0z2XUVTWh93G1Gks/cgTa4CAoLuGz0Fc5Nti71U0tPiie6766TlUGe+5uljoJiWVpy5jSe4qVK1/KyRROVJ7Ax9WH72/6nqyKrB6Zzx6SWebu9XbcfWQZJAnDv78nZf1a9pbut5Il+ctk++uTZV4O9Ofaunqr1AEawAwsdvmI9Y0jMbezGZBRXGSXrD7M9Fjr94nJLLNk9WHVlXTsJ1z5zg86Vw0PLp/UpT5nsyr47p+dB8y//nfxhPf3a0ncVYW3t49T7nsXi+joaFJTU3n55Zf57W9/S21tLf369eORRx5hwYIF3RpTr9efcyzngIAAfH0v7D08MFD5P2UvLrYkSfj5+XXa3xJDu2N/exZY7XF1dbVb3tBgP6PuxaLLSqmamhpWrVrFp59+ys6dO6mvr7fbtl+/fsycOZN7772XESNGdFtILy8vli9fzvLly+22+eCDD/jggw9sygMCAnj77bd5++23uz2/QCAQCASCK5+DLa57A0O9cdP1kAuEsRF+/k75e+zvIHIc7HgDqvLg9C6InqLabfoQA65fajheVMPRwmoGhV7cJCsnSmqpbTLh7qLhgQn90Gk1/H5qf57+KpM3NmVz66g+eLgqe/bdfsU645qYIPw9XVXHuz4+nP9sy2HDz4XUN5la+6qRV1HPqbI6tBqJUX07fBh34LqXU5lDaUMp8XkuaIptP9y3IssYCwqo37sPz9FJAOx69xDQQMyIEKQr5IFeo5GIGGjrDtKxTpZlTuwroehkFRlrcxl/c3+rtpJWi8/MZMpXrqQ2ZS2jpixrrUsvSKeornsZ8GRkCuoKyCjKYFSoEmLDaDby1n4lWcA9Q+7Bz92vte5c57PH4NMyQY4SnbVcL40Z+xjVcr1YZCmut2/5J0sSBTodGe5ujGqwtojSAOFSKUmaI+w0W2c+k4H8ygbScsoY2aftPpCWU2ZjIWWvn40yV9AjSJLUZXe53rEBncZ58/J3o3dsQEtMKQldoxYXN223Y19dKCZMmMCECRMwmUzs3r2bf/zjHzz66KMYDAZuu+221hhKjY3Way8pKVEdrye+jLkY7nvR0dF4eHi0xsBuz8GDB4mJiXEYXN8SM9sSW6pjf0cxtS9XnL6yCwoK+O1vf0t4eDgPPfQQGzdupL6+nv79+zNx4kRuvPFGbr/9dmbOnMmoUaPw8fEhOzubN998k6SkJBITE/nyyy/P51oEAoFAIBAIus2BFte9oRF+PTdo9kZorATvMOgzVolb1HeCUndyq91uPu4uTGrJTGdR8lxMDuZVABAX7otOq3x8vHlEbyL8PCiubuTjXW3uABaXQzXXPQvxvXzpHeBBXZOJjUccKxUsrntDI3zxdnc+nlRaQRoAwzV9HI5vwVisKBSam0zkHFAekmJG2rqvXelIksToOYrlW+aWPNWHZ5/rFIug6tQNmNs9YBbXOeeO6Yj2Y3x/4ntyq3Lxd/PnjsG2sWl6Yr6O+Nc4185yvXRVlmKtfSVGCBV264qqGxy+draf4OJiifPmiI6x3C43tFoto0eP5o03lGyWGRlKTMK+ffsCcODAAav233777XmT5WK47+l0OubMmcOXX35JdXWbhvvUqVP8+OOPzJ0712H/iIgIkpKS+Oyzz6yCtO/cubM1cPmVhlOWUs888wx///vfqa2tJTw8nPvvv5/rr7++VflkjyNHjrB9+3Y++eQTNm3axM0338zo0aN56623rAKgCQQCgUAgEFxsLJZSw3r1oKl/ZssXcrE3guVb7qgJcOATyLGvlAJFqbP+cCGf7zlD/xAvQnwuXlYtSwD4oe32xlWn4ZGpMTzxxUHe/PE4MSFeHMmvJquoBheNxAwHbnmSJDF7aDhvb85mxU85GM1mm6xhloxin6WfBmB0v3ZWUmYT5P6k/ACEtn2utGRT+yb7GwAi+g4FjnW6Rk1gEHlHyzmxrxhjowkvfzcMfS+uhdrFondsAGHRvuRnV7I75SQxCSFWbn8eCQnoDAaMhYWUvvsern36oAsOJrjXuVvkBHoEkl6QTkFtAa/teQ2Ae+PuxdPF0yYbnrPzSWaZwadl/Gug3At+7i0ht1xnHevqXNqsJWQkKvxiaHT1wa2pCr+K40gtDnPawEBqd6WpyuJovmAHmcCK8LNbF+Tpxq6cMvaUSATmlKFrZ0WiwUyS5gghVFhl9AMI8bZvkSG4OFjivG39NMtK6evl78b4W/qrxnK71Hn77bfZuHEjs2fPpk+fPjQ0NPDee+8BSoBtgNDQUKZNm8ZLL72Ev78/kZGRbNiw4bwargQGBra6w/UEP/zwA7W1ta3KpsOHD/P5558DMGvWLPR6PQBLlixh1KhRXH/99SxatIiGhgaeeeYZgoKC+MMf/mA1pk6nY9KkSWzYsKG17KWXXmLmzJnccsst/Pa3v6WoqIhFixYRFxfntOXX5YRTSqkXXniBiRMn8tRTTzF9+nSnTekGDRrEoEGDuP/++ykqKuKNN97gH//4B998841QSgkEAoFAILhkkGWZA2cqAMUip0doroeja5S/49p9sxk1Ufmdtwcaq8FNPX6VueXZuKCqgQWf7gMuXlYtewq7uYm9eHXtUYprmrjn/bZvmjUaiR3ZJQ7lDGjJopd2spy0k+VA2/oAm4xi/0s/Q0JvP5I16ZDyBFS1CwL/1YNw3cukeuptsqm9I23hH0F+6Eor1eNKSRKl0ZPY9U0ztRV7W4sb64yc2Fd8WT4gniuSJJE0J4pvXttH5qY8MjfltdZ5+rkx4db+uA8eTE1hISWvv95a52cwMGOKD+ujqh3GbbKHXqfn6W1PW52fhESIPoSqdetssuE5M1/SUTP3rDdbueSVeMMH0xWlTce65pbHnKKgeLJibqbRvc3l0a2hnP7H/0doQzb5ixZhLGyT0yJLZVMld6832cy3YpqG3BgziQ22lmdmoEAOJM08SHUN3u46/vC//RRUNQBaPszajUU3PVOTxmKXDwmX2lxUz8oBPNd8F/u9J5IUZRt/RnDx6SzO2+XG8OHDWbduHYsXL6agoAAvLy/i4uL49ttvmTFjRmu7jz76iN///vc88cQTmEwm5syZw6pVqxg58vJIKDF//nyrQOH/+9//+N///gdATk5OqzXYoEGD2LRpE0888QS/+tWv0Ol0XHvttbz66qsEB1sniLDExm7P5MmT+eyzz3j55ZeZM2cOer2e66+/nldeeQU3N9vEFJc7kuyE8+TWrVuZMGFCj0xYVVVFbm4uQ4cO7ZHxLhRVVVX4+vpSWVl5zgHXLibNzc2sWbOGWbNm4eLi0nkHwRWBOPerD3HmVyfi3LvPyZJaJr+6CVedhkNLZuKi7YHYHYe/hc9+Db694dGDiuuehdeGQUUu/L/Pof90m66WrFodP6RZRnjrzkSS48IuyJkbTWaGPruO+mYTqQsnERPiZSXnQyszVPtJ7eTsiKP12ftgKqE8gL/lurzVWqV9bareg4WGIJUaiaSjZhZ+acLmcU+SKAqKJ3PIb8C2FoDkeXGXnGLqQpz78Ywi1v4r006tTFzmvwkp6RCwWZKQZZm/zdWSNlBjpSiSkFpft//bGUYfle2en6P5Rh018YcvzS2v2zB3eN1xXOWaeKB1jlZaHpviDtlfu9qYlvnKrq1lfEgVHa9yGYn5TQtYa07qkipvpiaNt1xeA6C9LsOi0N4/7nUSZt7dhRGvHhoaGsjJySEqKsphfJ+LjdlspqqqCh+fzgOdC64cLpdz7+x95KwOxakV9pRCCsDHx+eyU0gJBAKBQCC4srHEk4oN8+kZhRTAoa+U30NutH6wBcWFDyBni023zrJqgWJFZDJ33RKlO2QX11LfbMLTVUu/IE8bOR2hJqcz61NDwswzLh+qKjNMyCwN9FMNVCsjkzZQwzczbD8Qaw2hnBhpXyEFsO2zLMwXaK8vFcxmmW2fZdlvIENWzK+QO+6bLCNJEgu2emNwt7YGMOgN/H3y3/n75L8TordW8oV4hOCqUQ+K31k2PHvzhbqH8OgW5cw7nm77d3jHOhmJrJibWyo71La8trt2O2Na5jPsD0f2slXSStc8wo13PESor/VDncHb1a67rgYzi10+BMlaIQXKa0mSSDi0THF1FQgEgkuYLmffEwgEAoFAILjSONjiutdj8aSaauFYivL3EJWgpH0nwt6VqsHOu5JVq302rvPF/pa9iYvwtXIt6W72r8762SNJc8TKRak9Ge5uFOrsf6yVkaluViJYuw8fTsCdd6ILDqbcJ5q65Y7Ts9eUN5KfVWE3c92VSH5WhcPsYEgSje4BVPjF4F/RQXkly+iKK/gy8m8c6aujuK6YYH0wiSGJaDVKkO8pvaeQUZTRWmcym3hg/QOqUzmTDU9tvkEnjZwpuc/+EuyUV/jFWLnsdWntDsaVAGNpJXXj38PTYISaQshaBwc+haz1JE99lumxoaTllFFU3UCItztmWeb//WeX6niO3g/KfLKS5TP3pzYluEDQDUwmk8PMdJIkoXUQwF8g6AyhlBIIBAKBQHDV0xrIu6fiSR1bC8114N9XNTNc60Ni/n5oqAT3tnm7llXr/Cul7MWT6m72r+5mA3OUmcxRRjMLQ3KVhyqf5Jn4Xj8bgLz0AkddWqmtcqCguQJxdr2NrvavP3NJGaPGzFat02q0jAod1fp6zYk1dsdxNhtex/kqd3/vXMcOOFpTd9p1xFhSBhY5Y6bC0RQoOgyHv0YbN9dKgfvNvjw7ozh+P1hRU9h5G4HAAdHR0VZxlDoyadIkNm3adOEEElxxnJNSqqmpiffff5+UlBROnDhBTU2NXS2qJElkZ2efy3QCgUAgEAgEPY7ZLJOZZ1G8+PXMoIdasgkNmWvrAgTgEw6BMVB6XLFkGHhda5Wz2bIuVFYti2vj0A570105uyu3o8xkjjKaAWhNMoPPKJ9RPUePbi339HEuYKyz7a4UnF2vW1OV3Tpdh2C+jgjW229b7mW3yuF8XZm/PY7W1J12HbGSy8Mfxv4WNr0Im5ZC7C9A06ZgdfRecfR+sMLL0C05BQILq1evprHRvqLa21s9WYdA4CzdVkrl5+czdepUjh496tCcz4KzGfsEAoFAIBAILiQnSmqobTLh4aIlOtiz8w5mk6JIqilUHvgixykPkpby8pOK9QPAkJvsj9N3gqKUytlipZRKigogzNedgsoG1RhLEhDq605SVABmk1F1aJNZtnIDSooKsBubxhFNRjM/5ysP3/EdLKWcljPSF3K2tu5XUuRYh/3skWYexFk5gFCpzCYoamJDIwajkSKtFlnlM2d0AXg0gcbXF7eBA1vLw/r74enn5tBVzctfyYp1NdHpvsgybo3l+FUcV63WhYbikTCc2l1pGIuL0QUHox85AqnFok02majbvae1LiFxOAa9gaK6IpuYYT/3lijxhsBq+65xavO59OkNOh0Y1d8j9vCrOI5bQzmNbn7qCuWWtftWZFPu159GVx/cmqrwqzjeGoBfRlLcANvVgYxLaCj6kSOsxxvzEOx8E0qOwsH/gU+E6ntFwkyS5gghVFCEHzWyOyZZQiupv4vMgMYnQrk/CQTngIgHLTjfdFsp9Yc//IEjR47Qr18/Hn/8cRISEggODhbKJ4FAIBAIBJcVFte9uAgfdJ0FOT/8LaQ8AVVn28p8wiHuV5D5uXW5RgvlORA2TH2sqAmw531FYdMOrUZi8ZxY5q/MUM1GJwOL58Si1UiqMYxTMvNZsvqwVdymMF93Fs+JVc2E54hjhdU0Gc34uOvoE6B3Wk7Lp8E3E8+gfX2o1b5ofcJ5M3ERc38MUu0nq/ytrFvDc8138ZbrcjruihaJRaUVLDQE2axBQmJIrpKBzTMpCaldJiONRmLCrf1JecdeljkYf0v/yzZNe3fpdF8k6J/9haKzUdGJ6EJCyJ4xA2NBm+uYLjQUw1NPAlD44ksYCwqs6p59YDYP86FtZj6NhlWTZX632mxXXpc+fcieMdNqTLRasGdBJ0mtmfSs/m55GZW7hiMD77C7dq+aPHaMec4q9pRbQzn9jyup4bNiblat6/PYL1oVc624+8K438PG5+Hrh0Fuk9nyXnln8wmecfnQKoaURSElo1zj7Q/CEpe/9tq/4qkRsX4EAsGlTbfTy6SkpODu7s7mzZt58MEHGTVqFH379iUyMtLuj0AgEAgEAsGlRls8KT/HDQ9/C5/dZa14AuX1T6/blptN8NndSj81+rbElSo8CHXWAYuT48J4685Em2xcAMN7+9lVLqVk5jN/ZYZNIPGCygbmr8wgJTPf/vpUONjOrVHti0d7cob6uvPllBISdixQ2a98EnYs4MspJar93r4zkbftjHnjHQ8h3fwBNjYzPuFMu/4d/jb57zZZ3Ax6AzdVDwBA3851z4J/qLp1nJe/G8nz4ohOCFGtv9KJTggheV4cnn62rnzX3NyfhL/ci85g7Rqm8VHceBoOHLBSSAEYCwvJe2QBeY8ssFYetdQFvvAeb+russnMZ9AbuNv/OuXEOyh0NJ7K2dWnpdmMaVFI+f7qV+hCQ62qdAYDEa8vJ+L15TZr0BkMyNfdDkhotNbXmc5VA0iUBsUpllTtaHTzIzPuATLjHlCtOxj3AOvtmQb69VZ+yx2UaFX5JOx4hLdcXyO0Q1DzVoVU0jzwsb4flGkCmN/8KGuMI+1MKLDgjMePQCBQp6feP922lDKZTAwaNIiIiIgeEUQgEAgEAoHgYtCmeHEQ5NxsUiykuuRw1kLKIhg02ypWDABeIRA8CIqPwMltEHuDVXVyXJhVNq4mo5k/fX6AfacryMyrJK5DUHaTWWbJ6sOqEirWFLBk9WGmx4Y67crXqrBzsDcd5QzxVlz2tK8PRX2/FGkSDi1j258OkJZbqepmaDOmpe5sX2UMnQfMWa5YqrW4UF4rm3HVuNJkbuLRxEcZFjyM4X5xZP91HDLgOTrJRpr073IAiIoPIv7a3tRWNeLpo7jsXW0WUh2JTgghKj5YycZX1Ujm5jzyj1dSkF3F8Adn4D11qpUbnkfCcLKuGY+5WiVdnqOHF1kGScLw7+9JWb+WvaX7W7PoxbvHkPPyTMxA2NKXcAkxtM7nPjye4+OuwVxba3fo2m3biF63lvq9+1RdCTuuwdRvCKlL0gCZ638Xj0YjtV4TIVE+vPfHrRibzLa+hO2Vtqp1MtWb9JhvkK2vK7MJUp+1tzGtw6ldiRISHPkOHtkPp3fBV/Oh6jT7ox9ibWYcDQfyuXlkb7t7czVjyRbX3NyMh4fHRZZGILg8aW5uBjjn7IvdVkoNGzaMU6dOndPkAoFAIBAIBBcTo8nMobOdK17I/cnW4scpOknLHjWxRSm11UYpBYqLXPtsXNuOl/DNvrO8lprFf+62toJIyymzsZDqIAn5lQ2k5ZRZjemIA2cqABjWSVbCjnKSs7WT/VL2RXt6B2Oj1dPV24xp4WSLu2PURIi/1arqVNUpaow1uGnduGvIXbhoXKjbvRu5oQFtYCCuMTFW7Uvzaji+pwiApDn9COrlZFTtqwiNRiJioOKKFhjuxScvpJGdUUTJmRqCenlZKfpqd6WpK6ScQZYxFhTQmLGPUe3GLH79H5irq3HrH4Pv7NlW7pe1u9IcKqQAjAUF1O/dp6qQBJC0Wqu6Hz8+gtkoEzHQj96DA6za5h0tVxRS3UBCwr3Bm737jzIiYVBbRbfvLdB6fzm9S7m/jLoXNjzH2MZtQBzbj5dQXtuEv6drpyNdbbi4uODm5kZlZSXe3t4iBI1A0EVkWaayshI3NzdcXFzOaaxuK6X+9Kc/ceONN/Lpp59y6623dt5BIBAIBAKB4BLjeHENDc1mvNx0RAU6CHJ+rmnV7fXvOwHS/qUEO3eCR6b2Z/X+s6T+XMj+0xXEtnM9K6q2r5Bqj7PtGppNHC1QFAwOFXZqOLtf3dlXSwwuFSXfodJDAAwMGIiLRvmQXLtrFwD6pFE2D55pLVZS0YkhQiHlBIERXsSMCOH47iLSVp9g1nzreGnG4uJznqP9GMbycspWrAAg6He/t1JIdWU+Z9tVldRzZLvi4pp0fT+b+toq+wHxnSUte4+1Uupc7y3txxgyFzY8h/7MdsYY5rGzEFIOFXB7Up9zn+MKJCgoiLy8PM6cOYOvry8uLi6XnHLKbDbT1NREQ0MDGk23I+8ILjMu5XOXZZnm5mYqKyupqanpEc+5biulbrjhBv7v//6P3/zmN6SlpXHfffcRHR2Nu/uFSU8sEAgEAoFAcK60D3Lu0FXrXNOq2+vfdzwgKdZSNUWKS58DooO9uDEhgi8z8vh76jH+fWdCa52j9PHtcbbdkYJqjGaZAE9XIvy66N7i7H51dV9NRsWyBNpicrXDopSKC4xrLavblQaA5+gxVm2LT1VzYm8xSJB0fVTX5LiKGTU7iuw9ReTsL6Eot4qQSJ/WOl1w8DmP336Msvc/wFxbi9ugQXhPn+awrbNjOmL3mpOYzTK9B/sTrpJx0dPHNr5WV0mv2sF8/l9bwbneW9qPERAF4Qlwdi8PhWSys3Ao3x04K5RSdvDxUa7dkpIS8vLyLrI06siyTH19PR4eHpecwkxw/rgczt3NzY2IiIjW99G50G2lFMAdd9zBxo0bee2113jttdcctpUkCWMXU7IKBAKBQCAQnC9MZpl1h5TgyEFebpjMclusJbNJUX60pGantqSbs0htMY/U0AdAyBAoyoQtr8DgG1rjI9ljwdT+fLPvLJuOFrNy5ylySiQCc8pI6heMj7uOqgb7n7cCvVwZEenPjuxS1ThO7TnY4ro3NMJX+VDccU8cyRk5Tll3VT7qcaU62Rd75O+DpmolY1mobZryQyWKUmpI0BAAzA0N1O/bB4B+dBJms9waH+nAj2cA6D/SQEC4Ays5gRUBYZ70TzJwbFchaatPkDA9sjXmUmhiIrrQUIyFhY5jSNlBFxqKR8Jwanel0ZSTQ2mLlVTwI4qVVPvzc2o+SUJnMOCemEje0XLVeGGWMYtPV/PzjhYrqTm2VlIAYf398PRzo7aiGxZTskyNWwW7NVv4+vjXuGpcCdYHk9h7NFqH7xVHKO8jY/hIDvzwIdX5p/A2RjPMvJcxdZuBofx0vJSUzHwajWaH7/erFR8fH3x8fGhubsZkL1vjRaS5uZktW7YwceLEc3aRElw+XOrnrtVqe1Subiuljh8/zuTJk8nPz3cq6rrIbCAQCAQCgeBSISUznyWrD7fGYPruQD57cstZPCeWZE26EtTcbpwX6/Tr9ml58Eteal95c/hbqFBcyEj7l/LjEw7Jy1RjTAFEBnoyJiqA7dmlLPn+CKDlw6zdeLvrqHagkAKorGtm7EsbKK1tai0L83VX1t0ho5/Fiiy+l68iZ8c9cSSnRqvUfXaXfWEc7Ys9LG6OkeNt+prMJn4u+xmAIYGKUqp+3z7kpiZ0ISGcLvdk2zs/2SgUQvt10TVRwKhZURxLKyQ3s4zczLascJ5+boy8+ym0Ly9Qgnu3//zf/nXHuhY0np5kT5+hKJks6HTIzUay9xax9dMsq/PrdD6g8e6n+Ogvu2z6Tbi1P4DNmFqdhtpKdaWTRiMx4db+pLyT2fkmtadFrope25Almb9s/0trlUFvYFHSXUxLXYbtvaX9a7U62KadiGbCSPyrzFjsGdO8wjEnHSIhsoG95e48tDKjtZe99/vVjouLyyX78G80GnF3d78k5ROcH662c++2g+Ljjz/O2bNnGT16NGvXrqWwsBCz2ezwRyAQCAQCgeBik5KZz/yVGTZBwQsqG/j6v28jf3aXfYXU2N/bpF/HJwLGPaIoaazKw+GWD+0qlzj8raK0aeoQqLkqXyk//K1d+bdnl9qUWxRSiX38CPW1dtEL9XEn3Ncdo1m2UkiBsu75KzNIycy3KrdkJZzKLkWejnvSiZzE3gDjH1Ov6zfZ/r44on2Q845VVSepN9bjofOgr09foC2eVEXiDaz9V6aqhcvWT4+Rvbeo67JcxZSerVHVy9ZWNLJ5lxbT48vRGazd0nQGAxGvLyfidds6rZ8fSBJN2dnWCikAo5G9L7xPyjsHbc6vs/lMjy9n8y6tar+UdzJJecf2mjAZzaS8k2n3mohOCCF5XhyeftaufF7+biTPi1OtQ4LYn1fgeWStzXhFdUUszF5F6rQnVO4t4XDLR8qPSt02/9sIeGszflXWz1m+NRCw0ZPROf+xmc/e+10gEAguFt22lNq8eTNeXl6kpKT0iB+hQCAQCAQCwfnGZJZZsvqwHYcyM8+4fIiMrJp+HSQ49GVb+vWObmzTnnXevc1sUiyPVCWRlblSFsGg2VZjWOR3RH5lA1v+NIU9ueWtLnojIv2Z+PJG1fYts7Fk9WGmx4ai1UjUN5k4VliNBjNxB17sspytVCoucgyeA7E3Qk0xrF2kKJfKc8E/0uFarDA2wamdyt8OgpwPDhiMtkWWul1pyEhkysNs2rdn22dZRMUHO44rJgAUd7etn2Y5bLPnmJ4716+nISMDY3ExuuBg9CNHILWkDfeeOpW63Xta6zwShpM1cRLmigqbsWQksqJ/1XahOjmfe2IiH/1lF9C94OSOronohBCi4oOtXAnbuwRa6moqGtn5dTY15Y3UewQx7meZTyfKrVZcyvpkJCSW5W9kyiP70ardWwAGzcZ4Ygv7tq5l+ISZ0HsMmglKBs6OEmoAMzBhz0n+da0Rs6RrN5/t+10gEAguJt1WSpnNZgYOHCgUUgKBQCAQCC4b0nLKbCykLCRpjhAulanWKXRIv94RjVa9XI1O08C3zJX7k9WYjuS3kF/ZwJ7ccsZGB7aW7cgupcBB5jC5pV9aThljowM5dLYSswzJntloaxxZVKjLCUBzPRxdo/w99vfQZ7Tyd1YKnNikxND6xT8drsWKsxnQXAf6QAgebFOdWaK4VLXGk6qro/7gQSr8YqhrdOwmWFPeSH5WBRED/Z2X5yolP6ui05hKNeWNFJyoJmJ0kmq9pNXi2a6udleaqkIKoMIvhkZ3x+eiNl/e0fLuxX5qN6aja0KjkZyq02gl1v3nEKd6X8u4nZuIKmwiJ9S6vYxMQV0BGSX7GWXvHqLRIkeOJ+9QFfGR4zmYugr/KvueKBogoBquqUllq3dyh/ms3+8CgUBwMem2+96IESM4c+ZMT8oiEAgEAoFAcF4pqrav0AmhwrlBejKFexfbOZLfUbuu9rPEk0oMcPKhXm09x1OhqQZ8ekGvUW3lU55Wfu/7L5RmOzc+tMWT6jseVFJkWyylLPGk6jL2QnMzJoNz1li1DpR2gjac3aeu7KexuNhuXaOrc1+Ad5yvJ86zJ8aISQzBJciMSafndK+pjPvZviKpuM7+PnSkOv+UU+3im4/YrXP2viAQCATnk24rpf7yl79QUlLC8uXLe1IegUAgEAgEgvNGiLe73boi/JwbpCdTuHexnSP5HbXraj9LPKkAg5Op5NXWk/ml8nvIjdZKpN5JEDMdZJNiLeUsrUopW0uSZnMzR8uOAhAXFAdA3S7F1c+nv3Nr8PRx67yRwOl96sp+6oKD7da5NVV1a76eOM+eGEPSSEReqwfgdK8pjDqmt5uZMFhvfx864h3m3HU90N2+AtzZ+4JAIBCcT7rtvhcVFcUrr7zCE088wZYtW7jvvvuIjo5Gr9fb7dOnj5MfbAQCgUAgEFx1mMwyaTllrXGQ2qcud1TXFZKiAgj1caegytZCIM08iLNyAKFSmZ1v7ZT060SO6/K8NkSOU8aymwZefa6kqADCfN0pqGyw14tQX2V/utIPwF/vwohIf3Zkl7L9eIlSNmgSnOq6nDTVwrEU5e+4ubbdpjwJx9fD/k8gahJoXRzH4WpugNNpyt9Rk2yqT1ScoNHUiLeLN7304dTuSqMqRQkq3WtsNJ7pbg5dubz8lZhAgs4J6++Hp5/j/fT0c8MQ7au40KnEXDKbZat4TKGJiehCQ5Ug5x0UNn4Vx3FrKKfRzc8qFlNn85maTee0zp68JqZOTGLP95/hWxtKrd805uz+GZOLL+X6SnZFn8CshVB9KPFB8aQXpFNcV0ywPpjEkMTW+Ggms4ndhbvZ37SfkMIQcnpr6O0NgdUAkuLm6OqDW1MVfhXHkZGp9Ibr/HKZY9yOhEQRfqSZByGjUb1PCAQCwcWg20qpvn37IkkSsizz9ddf8/XXXztsL0kSRqPjNMUCgUAgEAiuTlIy81my+rBVvCRL6nLAbl1X05prNRLJcQY++CnXpk5Gw3PNd/GW62sqPVsehpOX2g9e3hU0WkhepmSvs0n1rkijNpdWI7F4TizzV2bYSRAPi+fE2ijsHPWzUFHXTNKLqVTUNbeWPfnNYd4ZuYiEHQvsLERdTo6tVeI/+feF8ETbbhEjlPKzGfD1Q23lPuHKvnTMzHcmHUyNiuIqqL/NcBbXvRvOGDgxbQbGgoLWutLXXmPkfX9h8y775zb+lv4iyLmTaDQSE27tT8o7mXbbyGaZlU//RG1lW6ZHTz83JtyqnN3WT7OslFqefm6MvPsptC8vUBRP7RRTkgSRp9dxrP8t9mXSSqz880/UVjTZbdNVevKa0Ol0xF4XQt7ncLr3dCKMM8AIfephZH45RwO+4NTEZmZ9NYvCujbLJoPewKKkRQAsTVvaWve/Df8D4O6BEqNODiMr5maruFtuDeX0P/4/KoceQKeBf7i+0Vp3Vg7guea7uHHOQyLIuUAguCTotvtenz596NOnD5GRka1/O/rp3bt3T8otEAgEAoHgCiElM5/5KzNsAngXVDbw0MoMHrJT15205s0mMz8eVeK2eLtZfzcX6uvOjXc8hBQx0rajTzjc8qGtsuRciL1BGbNjqncA7zAlo50KyXFhvHVnIqG+1q43ob7uvHVnol1Fnb1+Yb7uxAR7IoOVQgqguLqRuT8GsXfsctCpuPqEDlPfk0MW172b1K1bDn+rKKQ6UpWvKOoOf2td3t51T2W8QyWHSDpq5ob3jlgppABMJSVoX15AVG9byxkvfzeS58URnRBiK4vALtEJISTPi8PTz9q9zcPHFY1Ooq6qyUohBVBb0UjKO5mkvJNpY2VVW9HI5l1aTI8vR2ewdgXVGQw0X3szIKF1sX508fByQdJAdWmDXYVU/NTeNnJazl1tDefrmog+JSvKtg7Xb7OLH/2q76fPFhcrhRRAUV0Rj216jMc2PWZTpzHLxJQMI3PIA4oVWTsa3fzIjHuAWF/b569QqYy3XJeTrEnvmYUJBALBOdJtS6mTJ0/2oBgCgUAgEAiuRkxmmSWrD6ta7thzM7PUdSet+VcZeeSW1hHo6cqPf5zMobNV1i6ByPB9S/DtWa+Ch79jt7JzJfYGRfmU+5MSLNzVG758AKrzIfMLGKZuHZIcF8b02FB2HC9i3dZdzJgwmrExIZ3ug6Vfe1fIEZH+THz5R9X2ln1+OKMXP3kGI1Wehgl/gOBB8OU8KDgAp3a1ZdYDaKyGrPXK30NUXPfMJkh5wo6ELTOmLFL2xbLnJ7cqv+1kJjtcnMnD6+0EkG5RBJRkFYF7GPFTexPS19vGpUzQNaITQoiKD7ZywzNE+/Lhk9upr27ufAAV9hzTc+f69TRkZGAsLkYXHExDr0HkvLAbgJv+kIix0WQ134pF22mosT9fdkYRd74wlsLsSlVXwo5rOB/XhKnZyK7tNaBTCdreYhk2sGwuqaaDmNvdZmQHd8EJB6Ek9Oa2MTqOicz2qvvo55aGRmp7b7Sq9Tq+xwQCgeAi0W2llEAgEAgEAsG5kpZTZmMF5SxdTWveZDTz+sYsAB6aFI2Ph4ttv/yDUF8Orl4w4h4l1tH5RqO1VraMXwAbnoNNSxWljlb945pWIzE6KoDSn2VGdyHGllYjWa17R3apaowtCzLQUFmE1HhaKRj3CHj4KdZLez+CTS/CXd+0dTj6AxgbIDAGQofaDpj7E1SddSChDFV5SruoCdBUB2cUpYRakPMmUxPSgZ8JqrY/Yp17ENXuYUgSjLguEg8vVwfzC5xFo5GIGNjmNpZ3tLzbCimAmvJGCk5UEzE6qbVs238yQYZ+w4Mx9LVW6uQdLXeokLKMWZhdaSWnozWcD3K+T6PRxdd+A0mi2TWA0dn92DHgRKfjaU0y1x3ox8kYR3JL1JiDyW8aTITboQ51Hd5jAoFAcBHptvteampql9o/8YS9b8QEAoFAIBBcrfRESnJnx/jfntOcKa8n2NuNO8dEqjeyWOT0GXthFFJqJM0DfSCUZcOBT8/7dM7s31BNjvJHYIyikAKY+CfQuMCJTXBye1vjzE5c92rsZwNTbXd6J5ibwacXBPSzaZZVnoVPleOg1kXBSlyr0CCTUEidR2qr7Ac/784YpXk1HN9dBMCo66O6PV9PyHUu1BQ6l0HQv86B4qodkw/K6JtUrK5UqDU7UFw5+14UCASC80i3lVI33XQTO3fudKrtggULePXVV7s7lUAgEAgEgiuUnkhJ7swYjUYT/9x4HICHJ0fj4WrHZSXHsZvYBcHNC655VPl78zIwdd/yxBmc2b+hUotSKjyhrdA/EhJ/rfz9418VN7n6Cjje8sWlmuseKO6QzmBp1/5M1OJJlR6i3MvxUIUhIwDoN8B+lmjBuePp49Z5oy6Mkfadct1FJ4YQ1Mv2kJ2dryfkOhe8DM4pkMr1lZ220Rll5m4349bknKJL1lU4EsypMQQCgeB80m2lVENDA7Nnz+bAgQMO282fP59//OMfGAzipicQCAQCgcCapKgAQn26r5gK9VViIu3ILuWbfXnsyC7FZG6Lw2Iyy+zILuXprzLJr2zA4O3G7Ul91AczGSG3xeInamK3ZVId2mwivSCdNSfWkF6QjsncSbr6Ub8BzxCoyIXUZ+Hg54pyprN+3SApKoAwX3fsOf9JQJLbSeVFe6UUKPGltK7Kvu14Q5HV3AxBA8EQqz5g5DglcLzdGQGPAOg9Wlnzoa9a+l2j2vRQ6SF+7i3REOCpqrSq1Ruo9YpAkk0MvHGE/TkF50xYfz+bwOFdQe/riiHal7yj5ez54SQn9ipJCZJUrKScnc/LX4kTdTGJmp2EW3OlVVZBK2QZl6Zy0vueYOyxfszal8DYY/3QtHu7S2aZ2Fwzv0kxE1wF5ubj1LpU2I87JctUu5aTEnSGdHc31njqSXd3QxlSAp8I5b0oEAgEF5lux5T66KOPuPPOO5k5cyZbtmyhf3/b9Lz33XcfH3zwAeHh4WzYsOGcBBUIBAKBQHDlodVIzBoaynvbT9rUKaF6bf9uj4tWYuLLGylo554T5uvO4jmKQmTJ6sNWMavqm01sOlqknqGuYD80VoG7r5JVrodIzU21SucObanep0VOU+/kqof+M2DfStjxz7Zyn3BIXtajWQC1GonFc2KZvzLDZp8tKp4kt1NQj61SyrcXRE2C4+th3dNt5dVnlQx6anJqtMoaPrsLuydbXwavDoCG8rayjc8rZ9NhzEMlh5A1EnW/ux3359+1GaowRMmmGB4m4dEDlnkC+2g0EhNu7U/KO5nd6m9sNvPR0z9R1y5zn85FQ3lhLQHhnt2ab/wt/S96MHuti44x473YvBPbDHyW12Yj83c8S7Or4m7Xpx5G5pdzNOALKlz3c896s1XcNDejTL30M56MtZ2wRfmV5f8F6f7e/Edqs9QyGI0sKq1gWvJSEeRcIBBcEnTbUuq2227jrbfeorCwkOnTp3P69OnWOrPZzJ133skHH3xA79692bx5MwMHDuwRgQUCgUAgEFw5GE1mNh1VrCG83Ky/Kwv1deftOxN5+85EQn2tlQkBnq5oNXC6rN5KIQVQUNnAQyszeGhlhk0Q9eoGI/NXZpCSmW8rjMVNLPKaHntYS81NZeGmhaqp3hduWkhqrp0YnYe/hX0f25ZX5SvKnMPf9oh8FpLjwnhLZZ9Dfd1591e98agvACRbZd3hb9vc9drTWO1Yztgb4JYPwaeDctAnAkJaLKzaK6QAaopsxmwwNnC8QnHLjP7F/yPsry9YdZGB4jAlaPag5CHqsgh6lOiEEJLnxdlYMHn5u5E8L061Tu/rioubhqY6o5VCChRFVco7mWTvLerWfNEJIT2wqnMn7t7pTBpjxs1o7XbnYqoFk5Fm92CaXfys6ppd/OhXfT93bRlKYIdA/u7NLoTXKNe0m76DnYEEg46sJPrUPuQO1oOFWi0LDUGkegpXVoFAcGlwTtn3HnjgASorK3n88ceZNm0aW7duJSAggDvuuIPPP/+cqKgoNm7cSGSknWCiAoFAIBAIrmq+2XeWEyW1+Old2PynKRw+W0VRdQMh3u4ktcsoNz02lLScsta6EZH+jHlpA2W1TTZj2k+irtRJKBZU02NDrTPWWYKcq2R46w4ms4mlaUtV3WtkZCQklqUtY0rvKWjbK8HMJkh5AvWVtKzAks69B0mOC7PZ56SoALRZa5UGwQOVeFdOydmCo7TzsTcodbk/KQGXvQyKy97r8XYG67B2jZYjZUcwySYC3QMx6A1U65UHbZdevQh+9FGqtAHUflOPRicRFR/cnW0RdIPohBCi4oPJz6qgtqoRTx/Fhc5isdSxzhDty0dP/URzo+372cK2z7KIig9WtXrqbL5Lhbh7pzP4TiM536dRU1iFl8GHPjPG8cHv19GsUXE/lSSQZbJifkVwyQHav9fORkykydUHj6Zy7nxtDsW5tdRWNrJ7zUnKC+qo9Qpn3M8yqyZ1sMySJLB37xEIBIKLwDkppQD++Mc/UlVVxQsvvMC0adPo27cv3333HTExMWzcuJFevXr1hJwCgUAgEAiuMJpNZl7fmAXAvInR+Hq4MDY6ULWtViNZ1e3ILlVVSDmDDORXNpCWU9Y2pqkZcncof/dQkPOMogwbCylrOWQK6grIKMpgVOiotorcn6DqrIOR26Vz7zWmR2S10HGfATi7V/nd0XWvK3La21ON1rouZ2uXxjxUqqS6HxI0BEmSqN21CwCvKVPwvX42P3+dDeQSOSQQN49z/tgr6AIajUTEQPXMbx3r8o6WU1fl+P1cU95IflaF02NeqmhddMTc2BbL6fjXP9Hs4iBSvyTR6B5AhV8M/hXK/dKodSO393QAIk98R/P+3kSMViwC3b1cWP36fvLCJ9Dn9Aai82vIDrce0u69RyAQCC4C3Xbfa89zzz3HI488QmZmJt9//z2DBw9my5YtQiElEAgEAoHALl9mnCG3tI5AT1fuHtc1q+qi6obOG3VljLN7oblWCbAd0jNuXsV1xd1r52ya9guVzt2eUup8yNnFMQ+XHgYgLjAOgLpdaQB4jk5ClmWy9iguXzEjLw0XLoE6tR1ccM+13eVETaFzWfQaXdviQp2JmEizqzcedUWEFqZhLG67h/QeHIBbhBmz1pXcPjMY97PZ7pjO3qMEAoHgfOLUV0ZbtmzptM1NN93Etm3byM7OZsmSJRw7doxjx45ZtZk4sWcz2QgEAoFAILg8aTKaeX2DEgto/uRo9K5ds2IJ6YGA1VZj5GxWfvcdD5oe+c6OYL1z7mI27ZxN034h0rnLcjulVGL35u+KnF0c81BJm6VUc1ERTSdOgCShHzWKktM1VBXXo3PR0HdokPMyCC44nj7OZexztt3lhJfBB+hcye7WpCivjFp3TvVWEiRE5a5BI5vRBbfdQyRJImqaJ0dW1JMXfg0jDq3no2urVTNTOnuPEggEgvOJU58AJ0+ejKRyI1NDlmVuvfVWm3JJkjAajV2TTiAQCAQCwRWFySyTllPGl3vPkFdRT5CXK/9vdNdjTyZFBRDm605BZYPDGFJqSCgBvJOiAtoKLUHOo3ruC7TEkEQMeoNDF75QfSiJIR2UPZHjlCx7Vfmox2uSlPrIcWCyYwVhNlnHaooc173g7VVnobYIJC2ExnVfTmdxckxT79H8dGYr2ZXZAAz0H0jdj+kAuA2OpaDAzN7UkwD0iQvA1V247l3KhPX3w9PPjdoK+5ZQXv5KnKgrjajZSbitXk2jzkdVcYQs49ZYgW9FNuV+/TkTPgGjixcetQUYivagCw1FP3KEVZfJo5PY9vUKgir7UhWQzA3pGRhdfSnXV7Ir+gRmrZ17j0AgEFwEnPoPPXHiRKeVUgKBQCAQCARqpGTms2T1YauMeE1GM5uPFZEcF+agpy1ajcTiObHMX5mBhLX6ov1rtTqAxXNi24KcGxvhtBKLqKeCnCsyalmUtIjHNj1mt80TSU/YBhrWaCF5mZJpzmYFKK8t6dzVlFKHv1UCkLePzeQTrowZe0PXFmGxkgqJBRePLsjZsrddTTvvxJipSb9m6VezrJR9/2/N/2Pp9j7UBsWTHXYP9X/f21qXd6yC7L1Fl0wWNoEtGo3EhFv7k/JOpt0242/pf8kFLu8JtC46xoz3YvNOFMvE9s9cLa/Nkoafxj5Pk5tfa1WzqxfFQcNIeOpeJK31e0yr0ZIwpw+nV8LZ8PGEmyZAPfSph5H55RwN+ILrfn+fCHIuEAguCZxSSm3atOk8iyEQCAQCgeBKJiUzn/krM2zUK9UNRuavzOCtOxO7rJhKjgvjrTsTbRRdob7uLJ4TC2C3zmquM7vB2ACeIUqGuR5koP9ANGgwY6s8ctW4MsIwQqUXivLolg9tlUsArp7Qb7J6v8Pftih0Oux0Vb5SfsuHXVNMtbruDe+anD7hikKqq0qwTsZMTfo1C7NX2WQ0LKorIu/nIM4MeQBM1oqLxlojKe9kkjwvTiimLmGiE0JInhfH1k+zrCymvPzdGH9L/yv67OLunQ6sZ+e2GhpdfFvLXU21GF09aXbzVRRU7TDqPMkc8ht6BQ/FB1v6Zcmc7qjkAppd/OhXfT+hG81w73lYjEAgEHQRYcssEAgEAoHgvGIyyyxZfVjVGUtGsX9Zsvow02ND26yXnCQ5LozpsaGk5ZRRVN1AiLfilmcZx1FdKyctrnsT1N1nzoG3D7yNGTPjwsfxm6G/obiumCCPIF5Jf4Uj5Ud4/9D7LByxUL1z7A0waHabG55nMHy3EMqOw663YdLj1u3NJkWR42inUxYpYzprIXE2Q/ndMci5IznPxV3QwZim3qNZ+tUsG4UUQEClTHHYzQ6H3PZZFlHxwVektc2VQnRCCFHxweRnVVBb1Yinj+KydzWcWdy90xl8p5Gc79OoKazCy+BD5HUT+Ogvu6ivarK9N7W8VruuTc1Gdm6rAZ2KukqSQJbZua2GwXca0bqIx0GBQHBxEXchgUAgEAgE55W0nDIra6WOyEB+ZQNpOWWMjQ7s8vhajWS3n6O6VnJaErr0oOsewMnKk3x34jsAfjf8dwwNHtpa97uE3/G7jb/jkyOfcFfsXQR52AnErdEqyjILU56EL+6Hn/4JSQ+CzrOtLvcnW6sqK2SoylPaRTmxVqsg5w6UUmpy9gQdxswoSLcbn2vUiX40uvs7HK6mvJH8rAoiBjpuJ7i4aDTSVXtGWhcdMTe2xWDLO1quKKQcoHZd53yfZmVxZYMk0ejiS873aVbzCQQCwcXAqfQyaWlpPTZhXV0dhw8f7rHxBAKBQCAQXNoUVXeeWaor7XqU5no4owTI7skg5wBv7X8Ls2xmcq/JVgopgIm9JjI0aCj1xnrez3zf+UGHzIXgwdBYCTvesK6rsR9QvVvtKnKhvhw0LmAY4ryM5wlH6ev7Fqs5MNlSW2U/kLZAcKnh7PXasV1NYZVT/ZxtJxAIBOcTp5RSY8aM4brrrmPbtm3dnqi8vJwXX3yRyMhIPv/8826PIxAIBAKB4NLGZJbZkV3KN/vy2JFdio+7i1P9Qrzdz7NkHTCbIP0/YGoCj0Dwcy4LoMlsIr0gnTUn1pBekI7JbLIp//r416zJWQPAw8MfthlDkiR+O/y3AHxy5BPWnVxnM54qGo1iLQWw402koz8QUbYDKXeb4t7nDPogJdvgwc+V3/bms1hJGYaAzs3uujuju/06Yjd9vSwTlV/p1BiePm7dmlsguBg4e712bOdlcE5J62w7gUAgOJ845b73xz/+kX/+85+sW7eOvn37cvvttzNr1iwSExNxd7f/AfLUqVNs27aNTz/9lLVr19LU1ERiYiJz5szpsQUIBAKBQCC4dFDLsOeidRwPRkIJQJ4UFXCepWtHxwx19aWwfGinGepSc1NZmrbUyo3MoDcwK2oWa3LW2LiXDQsaxuDAwapjjQsfR1+fvpysOskfNv/BarxFSYuYFjlNXYhBc8CvD1ScQvf5rxkJkPtWi1JKLVtfOzQ6+PohqM5vK7OXmc+ilIpItLtuh3Jif78666dGYkgiBr2Boroiq7hSIRXQ9+xx8iLLaXTzQ0L9evPyV+ITCQSXC2H9/fD0c7MK/N4Rtes6anYSbqtX06jzUY+TJ8u4NlcSNbsbiQgEAoGgh3HKUurll1/m2LFj3HPPPeTn5/Piiy8yYcIEfHx8iI+PJzk5mTvuuIN7772Xm266iUmTJmEwGIiKiuLXv/41q1evJjo6mo8//pjdu3eTkNBJXAKBQCAQCASXHZYMex3jRzWb2hQIHR+PLK8Xz4ntcpDzbmPJUNcx/pIlQ93hb1W7peamsnDTQhvFU2FdIe8fel813tGBkgOk5qaqjrfh1AZOVp20KS+qK2LhpoV2+3HkO6g4ZVteW0ybQsrOXpqN1gopsL/uFqVUqqen6ro7k9PefnW6PjtoNVoWJS2yCXQ+5JSMhIxn2ef2Vg3A+Fv6XxUBswVXDhqNxIRb+ztso3Zda110jBnvpbzokLXP8rrUt0YEORcIBJcETimlAHr16sW7777L2bNn+fvf/87o0aORJImDBw+ybt06PvnkE1asWME333zD1q1bKS4uJjw8nLvvvputW7dy6NAhbr/99vO5FoFAIBAIBBcJRxn2LPjpXTD4WFtYh/q689adiSTHhZ1fAS10mqEOJUNdBxczk9nE0rSlqpnfHCEhsSxtmY3LmmU8NSxzqPVrk98B7n7g02E/vcPBzZ6rjsq6zWY4ux8TsLRwq+q6HcnpaL8crq8TpkVOY0KEdUD1uFxlvOgRBibcMsCmj5e/G8nz4ohOCOnSXALBpUB0QgjJ8+Lw9OvgotfJdR1373QmjTHjZrSOG+XaVE608SO+CAo/bzILBAJBV+iyetzPz48FCxawYMECGhoaSE9PJzc3l5KSEhoaGggICCAkJIThw4fTt2/f8yCyQCAQCASCS43OMuwBVNQ18/H9iWg0EkXVDYR4Ky57F8xCCrqdoS6jKMNu5jdHyMgU1BWQUZTBqNBRTo9nr1/n8gMNFXDzCiV7XU0heBlANsOHjlx1Oqy77AQ0VpLh6U1hY9mFW18nmMwmjpQdAeCRhEeI8Awn8t9/BcqJm3E7OU3K961BvTxJmBmJp4/i2iQspASXM9EJIUTFB3P6SAk/bU5j3KQkeg8K6vS6jrt3OoPvNPL9099yusoPz8p9bB3/NjcWNVBcfTMVdU346V0v0CoEAoFAnXOy2XR3d2fChAlMmNDDKYAFAoFAIBBcVjibOa+ktpFfDI84z9I4oJsZ6hxlfnOGjv2dHc+mnbPy15XA0F+1vT7oZJIZy/gtrnvFAZFA5xm6emx9nZBRlEFxfTHert7cM+QezKfOcKKkHMnVFY+E4ZxZkQVAv4QQBowK7dLYAsGljEYjEd7fD32WkfAuKFq1LjqiJw3g9OoitLKeHFctwVIl/lRxrLDmwsbyEwgEAhWcdt8TCAQCgUAgsIezmfMueIa9jngZutXObuY3J+nY39nxbNp1U/4u92tRSgUHDnSqW4+trxPWnlwLwNQ+U3HRulC3axcAHsOHI7m6cjarHICIgf5dGlcguJIJjusDQL1nOJ6lWko1GgZIeRwtrL7IkgkEAsE5WkoJBAKBQCAQACRFBRDm627Xhc+pDHtmk+I+ZnE5ixynuKB1VtcVIscp2ebsusBJ4BOOqfdoMgrSKa4rJlgfjK+bLxo0mDF3aToJCYPeQEJgPLW70jAWF6MLDiYhcbhqJrmO/RJDEu3In496XCxFfiLHdbEf4B0GvUdDzlbIWgdAYp/JGLJPdVlOS6Y8Ry58Br2B+KB40tvtc2JIIlo752o0G1mfux6A5N4zqN2VRsVXXwHgMWokZWdrqa9uRueqwdBXpLoXCCwEhHmCLNPs4sWAfC+yw1wY0HiaLKGUEggElwBCKSUQCAQCgeCc0WokFk4fwJ8+P2BT51SGvcPfKgG82yuLfMIheZnyt7262C6mNNdoYezvYe2TKpWKbKlJv2bpV7OsFCrdVUgBLG6aSc70mRgLClrrdKGhPPvAbB7mQyQkG4WPjMwTSU/YKmg0WmXdn93VIm/7fi17m7zUVmHnsF8LxiZ4bSjUtMmp3fA8i8bex8LsVaprtCenJVPeY5seU+0HIMsy1311HUV1Ra1lBr2BRUmLmBY5zaZ9ekE6ZQ1lTMn2IPi9v3CqsO18KlZ9QoVuEKAlLNoXrU44AwgEFnSuWrxcm6hpdqNvaShZkacZIJ3huwKhlBIIBBcf8R9bIBAIBAJBj5BdXAuAroPiqdMMe4e/VZQlHa2XqvLhs18rP6p1dyl9u8rpncpvXQdXQp9wUqc9wcLsVTYWPhaF1G2DbsOgt3aFC9WHcu+Qe23KDXoDb+ruIvCF96wUUgDGwkICX3iPN3V3EaK3zZ6VGJKoqpgBFEXcLR/aZtjzCVfK7Snq7PXzMoCLHupLrRRSANQWMy11GX+Lvh2dZPtd5vTI6XblHBc+Dk+dp015gHsALhoXiuqLrBRSAEV1RSzctJDU3FSbfmtPriXpqJmHPqvGVGh9Pqbyck6mHgSE655AoIZ/kAsAQTVhZLu4MEBzhmOF1chy1zKKCgQCQU8jLKUEAoFAIBCcM8XVjaz46SQAb96RiLeHi3MZ9swmxQpK1aXM0cOSDEiQsggGzXbela/gIBz+Rul7f6qSqa7FJdDUQQc3AwABAABJREFUezRLv5ql6qZmYdOpTay5aQ37S/bbuJwtSFygBOJuKU8IjFcspNQe+mQZJAnDv78nZf1a9pYq49U117Fk5xL2Fu0luyKbaL9odUFib4BBszGe2MK+rWsZPmEmun4TO9+Hln5WrpC9R8NrQ6C5TqWDss+j0j/CGKCM/fTop6loqOCN/W/w09mfqGiowM/dz6bnf4/8l1pjLb29evPM2GcoaygjWB9MfFA807+YTlmDbVY/GRkJiWVpy5jSe0qrBVazuZkNJ9fz4np1azVZhnK//gCEx/g63gOB4CokKDqY0/mluMphnNS4MEA6Q3ldEyU1TQR7u11s8QQCwVWMUEoJBAKBQCA4Z97ZnE19s4n4Xr5MH2JAkpzLDEXuTw7iO3WGDFV5yhhRTmYC/vEl5XfcXAgbalWVUZDuMAYSQEFdAftL9jMqdJRNnVajtSqv3ZVmYyFlLb6MsaCAxox9jBqd1Fq8/ex2Uk+l8ua+N/m/yf9nv79Gixw5nrxDVcRHjndeMafRWu9XzlaoKbLfHpndzWVAMH19+nLboNswy2Y2nN7AkbIjfHDoAx4d8ahVj5qmGj449AEA84fPZ0z4mNY6ixue/dlkCuoKyCjKaN3PnWd3En68giA73kY1XhEYXTzRGuvxKj4GMaMdrEcguPoIGmCAbaXU68NorHDBT6ohmEqyCquFUkogEFxUhPueQCAQCASCc6KoqoGPduYC8Nj0Ac4rpECx1jlXnB3j7F44+j1IGpi0yKa6uK7YqWGcbWcs7l67+cPnIyGxLncdR8uOOjXGOeHE/qW7K66Oo8MUZY9G0vDb4b8FFIuo0vpSq/Yrf15JZWMlUb5RzIqaZVXXnX1OOZmCf439tuV+AwDwq8zGXFri1PgCwdVEYIQXADWe4YQWSBRrtQzQnBYZ+AQCwUVHKKUEAoFAIBCcE29uyqbRaCaxjx+TBgR3rbOXofM2PTXGjy8qv4feAsEDbKqD9c7J7mw7XXD32g3wH8DMvjMBeHPfm06NcU44sX9pHoolRXtLsEm9JjEkcAj1xnrez3y/tbyqqYoPD30IwMPxD9sEQe/qPjeZmvjx1I+Ue9lva1FK+Vccc3rfBYKrCT+DHgkZk86DfkW+HHdVXPiOFTrQ9goEAsEFoNtKKa1Wy6RJk5xqO2XKFHS67nsK1tTU8OijjxIeHo67uzvDhw/nk08+6bTfBx98gCRJqj8FjszpBQKBQCAQOMRkltmRXcqKn3JY2WIl9YcZAzu3kjKbFHexg58rv939Fcul7uITocREaj+m2WQ736ZlkLUO0MCkx1WHSgxJtAlW3h4JiVB9KIkhiU6Jph85Al1oKNjbE0lCFxqKfuQIm6r58fPRSBo2nt7IZ0c/Y82JNaQXpGNqv7aeInKcEiQddTnLNFqyXF2RzDLxp7VUfvc9tbvSwGxutZZadWQV60+uZ82JNSzdtZTq5mpi/GKY0XcGsslE7a601n4JgfEY9IbW7IRqBHsosafSC9J5PeN1qpurKekfgi7UYLOfZklDhV8MAEGaUtX9FAiudrQ6DT4+ynsnrDKU4y6KUmpPbhnf7MtjR3YpJrMIei4QCC483dYUybLcpWwN55LZYe7cuaSnp7N06VIGDBjAf//7X26//XbMZjN33HFHp/3ff/99Bg0aZFUWGBjYbXkEAoFAILiaScnMZ8nqw+RXNrSWuWolquqbHXc8/K0S1Lx9DClJA7IleLWEdXDz9q871rUQOhRej7ce0ycckpe1CNthPhd3KDwEgbYBxLUaLYuSFvHYpsds6iwKlCeSnrCx/LGHpNVieOpJ8h5ZoN5AljE89SSS1na8fn79SAhJYE/hHp7f+XxruUFvYFHSIvuZ+bqDRqvs12d3oXYGu93dSDpq5jcbNJRX/p7ylhpdaCjxTz5JpE8kuVW5LNy80GrYCRETqFmfSuGLL1nF1tKFhvLsA7N5mA+RkFQDyzeaGkn+Mpni+jYXvhpzHYUP3EzgC+9Zta3x6oVJ54GuuY7ohfeq7qdAIICAXj5UHq5CbwrnoOTC9RrFUmrBJ/sACPN1Z/GcWPuZUgUCgeA8cEHc92pra3FxcelW3zVr1rB+/XrefPNN5s2bx5QpU/j3v//N9OnT+dOf/oTJ1Pk3hnFxcYwZM8bqp7vyCAQCgUBwNZOSmc/8lRlWCimAJpPMwx9nkJKZr97x8LeK0qNjUHOLQmrUA+DT4UHIJxxu+Uj56Vjnold+H0uxHbMqHz77tfLTsa65XpHj8LeqYl4TcQ2uGlebcoPewN8m/63LyiDvqVPRhYWq1rnGxOAzY4ZqXWpuKnsK99iUF9UVsXDTQlJzU7skR6fE3gC3fKh6BmfkMfzhSzO+lUarKmNhIWcWLMCQnqM65OEv3+PMIwtsgr0bCwsJfOE93tTdRYg+xKouyCMIvU5PVVOVlUIKoM5Yx8PGD6meO8WqvNxvIAChfdzxm6m+nwKBAIL6KV/K1+nDqCt3ob90hvZK6ILKBuavdHAfFwgEgvPAec++d/ToUTIzM4mIiOhW/6+++govLy9uvvlmq/J7772XO+64g127djFu3LieEFUgEAgEAoEDTGaZJasPq9krtbJk9WGmx4ai1bRzsTKbFIsluz0lOLoGHtkPp3cpgbe9DIpbmcUqadBsJcuepS5iFLwSBc11KuM5klBW5ktZpIzZweppy5ktNJmbCPcM5/lrnqekvoRgfTCJIYlOW0i1pyolBWN+AZK3NxEvL8NcWwcaibOPP0HT8ePU7tyF5xjrTHEms4mlaUvtSC8jIbEsbRlTek9RbdNtYm+w2We512gGj1fc4Wyc7Vqs4O9Zbya9v4Tc7swls8zd6+18cSjLIEkY/v09KevXsrd0P8V1xQTrFZe9mV/OpM6odq4Kx4/sIAHwmT0LrynXcmSvF+SZ6Dt+4DksXiC48gkI8wSgxjMMl1Id3sH1hFFGPoqyquXuqH4fFwgEgvOE00qp5cuXs3z5cquy3bt3069fP7t96uvrKSpSUgz/4he/6JaAmZmZDB482CYm1bBhw1rrO1NKXX/99RQXF+Pr68vkyZN57rnniIuL65Y8AoFAIBBcraTllNlYSLVHBvIrG0jLKWNsdDs3+dyfbC2WOvasylMUUlET1JtotNZ1OVvtKKScoWW+3J9s5lt7ci0AyVHJJIUldXP8llmMRkr++QYAQffdi/eUNiVS/e49lP/3vxT/4x/oRydZxeLKKMqgsM5+RjwZmYK6AjKKMhgeOPycZLShwz6f3bIOvw4WUu2RgKBqGHxa5nBk2xoGn5YJcpTUS5YxFhTQmLGPUaPb9jm9IJ2SevvZ81ybzMQerQcg8P77cRk4iKL1WwGIGOjfyeIEgqubwAhFKVXnGUavAon8MC0DNGfIN7fdr+3exwUCgeA84bRSqqKigpMnT7a+liSJhoYGqzI1vL29ufnmm3nhhRe6JWBpaamq4isgIKC13h6hoaE8/fTTjBkzBh8fHw4ePMjSpUsZM2YM27dvJz4+3m7fxsZGGhsbW19XVVUB0NzcTHNzJzEzLmEssl/OaxB0HXHuVx/izK9Ozve551fUOt2uudmn9bVUmefUBw5jZR6yk7I7O2ZX5qttrmXLmS0ATOs17Zz3sWr1appyctD4+uJ9221W4/nefx8Vn39O/Z49VG3Zgr7dF2wF1c4lYymoLqDZ5/ye+bFjO1F3PrTGv8bxa3s0FuTj2k72ztY+MkvGzQhNYYFoYmI4e7wcY6MJN08dPsGuV809T9zjr07O9dz1fi4gyZi0bkSV+nPcpYQB0mk2Y/tM1PE+Lrg4iPf61cmVcu7Oyu/057lHH32Ue+65B1CClvfr149Ro0bx2WefqbaXJAkPDw+CeyAtr6NMPo7qkpOTSU5Obn09ceJEZs+ezdChQ3nmmWf45ptv7PZ96aWXWLJkiU35unXr0Ov1Tkp+6bJ+/fqLLYLgIiDO/epDnPnVyfk69xOVEtC5C9uJQ/tYc2Zv6+vA6pOMd2L8nZknKc1d45Qszo7Zlfn2N+2n0dRIoCaQ7B3ZnJBOdH9wk4m+//c3XIHCsWM5smWLTZPgpFH4b9tO9gt/5fRvH27NKnei2bl5j+8/jvmwEpPrfJ35nuJ93O5Eu3Ivx6/tsTs7m/o1bWfQ2drH/ay4DJ4e0IeTP/xA1XFXwA2Ndz0/pPzg3KRXEOIef3VyLucuu7kjNbjg2RxGDicZIJ1RbdfxPi64uIj3+tXJ5X7udXXOWbQ7rZTy9fXF19e39fXdd9/NwIEDiYyM7Lp0XSAwMFDVGqqsrAxos5hylr59+zJ+/Hh27tzpsN2TTz7JwoVtWWSqqqro3bs3M2bMwMfn8v3WoLm5mfXr1zN9+nQR7P0qQpz71Yc486uT833uJrPM5/+3hYKqRtV6CQj1deN3t07sEFNqJvI/V0D1Wdu4RICMBD7hjL75UZsYT3ZpHTMfSSWGVPucfc7Ol7olFergpsE3MTt+tt2pZZOJ+owMTMXFaIOD8UhMRNJqrcobs7KoKC1FG+DP6CXPolH5QsuYNJrc667D4/RpxuQX4BIehjY4mBnDp/Hd999RXFesmpkOlMDr8+fMx2wyq565yWxib/FeSupLCPIIIiE4oVsxsf7V9DbTvSGw2t5eQqk3/Nzbuvbn3hIlDvoBaAMDmTRvHg3797fupaO1ezTIDD+hlI3/7SIqdWFs35sN1JEwfiBxk7oXv/RyRNzjr0564txTC49wIqOYen0YleVuXOOaxQ2anyjCjzTzIGQ06vdxwUVBvNevTq6Uc7d4m3VGty3f33///e527RJDhw5l1apVGI1Gq7hSBw8eBOhWbChZltFoHCcedHNzw83NzabcxcXlsr4wLFwp6xB0DXHuVx/izK9Ozte5uwAPTozmue8O29RZHl0WzxmCu1vH7HUuMHoepC5WGVVS+iYvxcXNvWvSXLdMyaSHhHVwc6mdokqtzna+6qZqtp/dDsB10dfZ3b+qdesofPElq4xyutBQfGbPour7NTaZ5jwnTsKt3Zd6VisIC8XzmnHUbNhIWbu4nbrQUJY8MJuH+bBlJbaKqUVJi3B3c281jW9/5qm5qSxNW2oVl8qgN7AoaVGXsgcW1BZwqu4MK6br+MNXRrvx41dM14JGg1UDjYYV02Hhl/azJJurq8mdMRNTuy8fHa09KQtcTJA/aDK7/ltNbUVb7Km9687gE6gnOsE6m9+VjrjHX52cy7kH9/bmREYxNZ7hmMt0xITn87rrPwE4KwfwXPNd3DjnIZX7uOBiIt7rVyeX+7k7K7tjzcwlwE033URNTQ1ffPGFVfmKFSsIDw9n9OjRdnqqk5OTw/bt2xkzZkxPiikQCAQCwVXBnlPlALjprD9ChPq689adiSTHhal3zFUUPrh4WJf7hMMtHyqZ37pK7A1KX58Oc/qEwy0fKT+qdbbz/Xj6R5rNzfTz7Ud/v/6q01WtW0fegkdtFE/GggLK3n3Pphyg6ptvqFq3zu54NRs22pQbCwsJfOE93tTdRYjeVskS6RPJ1D5TVcdMzU1l4aaFNoHSi+qKWLhpIam5qar91EgrSAOgdlwcEa8tb1E8tUOrpdfy5dw27zUbOQ16A7fNe42g39xvM67OYEAbHIzc1GSlkALHa598zIWioHh+Dv0VtRXW1nr1VU2kvJNJ9t4ip9cnEFyNWDLw1XqG4lukob3aOFQq4y3X5SRr0i+OcAKB4KrknGKENjc38/777/PDDz9w4sQJampqkGX1r9EkSSI7O7vLc1x33XVMnz6d+fPnU1VVRUxMDKtWrSIlJYWVK1ei1Sqm6Pfffz8rVqwgOzu71aVw2rRpTJw4kWHDhrUGOn/55ZeRJInnn3+++wsXCAQCgeAq5Of8Kr4/kA/Alw+Po6reSFF1AyHe7iRFBdh39TidBlnrQNLCg1ugplD58TJA5DjnXfbUiL0BBs1WMumpjemorh0pOSkAJPdNVo1XKZtMFL74Etj5nOOIwhdfwnvqVCRt27yt46khyyBJGP79PSnr17K3dD/FdcW4al1ZtGURuVW5bD+7nfER1lG1TGYTS9OWqlpWychISCxLW8aU3lOccuVLy1eUUklhSbiHDAazGTQaQp/5CwV/fRGam3EJD2daZBxTek8hoyiD4rpigvXBJIYkotVoyTurxHnynjkT7+nT0QUH45EwnOxp07u09mCjB56vLOCnkTdj3yEQtn2WRVR8MBrhdiQQqBIYpnwxUKcPZWC2RJ5ORx+jkmGzVe2cski5d57LvVkgEAicpNtKqZKSEq699loOHTpkVxHVHkcByTvjyy+/5Omnn+aZZ56hrKyMQYMGsWrVKm677bbWNiaTCZPJZCXL0KFD+fTTT3n11Vepr68nJCSEa6+9lr/85S8MGDCg2/IIBAKBQHA18lrqMQBmDwtjSLi6S5oqP76o/B5+OwQPUH56Eo0WoiZ0va6FysZKdpzdAcDMqJmqbep271G1hOoUWcZYUEDd7j14jk5yfryWfo0Z+xjVrt9tg25jxeEV/HPvP7km/BqrLhlFGTYWUlZDIlNQV0BGUQajQkd1Knp6gWItkRSaRN2OXQB4DB+O/223UbtzF9UpKVT98AMeQ+PQarQ2Y5rr66netAmAwPvvw2PYMABqd6VhLHJg0aSy9orPP+ewV18a3f0dylxT3kh+VgURAx23EwiuVnxqM9DRiFHrhm9jENlyOX0wtmshQ1Weoszv5N4pEAgEPUG3lVKLFi0iMzOTXr168fjjjzNq1ChCQkI6jdXUHby8vFi+fDnL28Vb6MgHH3zABx98YFX297//vcdlEQgEAoHgaiQzr5K1hwqRJHh0qrp7myq5P8GJH0Gjg4l/On8CngMbTm3AKBsZ4D+Afr79VNsYi4vPaY6O/Z0dr2O7+4bex2fHPuNQ6SE2n9nMNaFtiqniOufGdKbdmeoznK09i07SkRCSQPkuJWOxvkVJ5HPddYpSKuUHQv70R9UvH2s2b0auq8OlVy/chw61uyZ7tG9XteYHGl2dSzRTaycQv0AgAKm2CH9dOcXGaGo9wymuOAXeKhmyauwruAUCgaAn6bZS6rvvvsPFxYWNGzcSExPTkzIJBAKBQCC4xPj7esVK6hfx4fQ3eDvf0WIllfBr8O/b84L1AO1d9+yhCw4+pzk69nd2vI7tAtwDuGPQHbyb+S5v7HuDsTPHttYF650b05l2lnhScUFxeOg8yNulWEp5tsTy9Jo0EY1ej/FsPvX79qFPSLAZo2qN4rrnc521S2RX124sK6N21y7cvNUVhh3x9LFNVCMQCFrwMhCg20+xMZoazzAay1xA7ZbuZbjgogkEgquTbiulKisrGThwoFBICQQCgUBwgTCZZdJyypyL49SD/dJPlrHhSBES8IgzVlJmU4uF1CY4uRU0LjDxj533u8CYzCY2ndnEzvydAA4z0+lHjkBnMGAs7KL1gCShMxhwT0wk72g5tVWNePq4EZqYiC40VBlPLQxCSz/9yBE2VfcMuYdPjn7CkbIj/CfzP5Q2lRJSGMLwkOG4a91pMDXYFcfX1Zf4oHjSC9Jt4j9Z9iSjKIOvjn8FwAjDCJpOnlTc7VxcKfOMIi+9AE8fNzynXEv1999RnZJio5Qy1dRSs3kzAF4zk7u2dkAbEIBHwnBqd6VR+e03YDJhCHPB08/NJsh5e7z83Qjr72e3XiC46okcR4DXZ9AAtZ5h+J3SstnNF283I8N8a9FqJCSfcCX+nkAgEFwAuq2UiomJoampqSdlEQgEAoFAYIeUzHyWrD5MfmWbwiHM153Fc2LtZ7zr4X7uLlqOFVbTL9jLvqCHv4WUJ6DqbFuZzhXyMsC3VyervHCk5qayNG2pVQymB9Y9wKKkRarKKUmrxfOaa6j88kvnJ2mxDmq8+yk++ssuK2WKp58bI+9+Cu3LC5R2HZUzsozhqSetgqNb8HP3Y1z4ONbnruftg28D8L8N/+tUIQVQ2VTJlP9NoaqpqrXMoDewKGkRgM2efJn1JUmlFTQHxXM89v/R8Mah1jq9x3X0CzqNLmUtIU88gdQuhEPNjz8iNzZSNngau1ZWUFvRNmanawdMFRUcnzQZU3l5a5nx9ClG3lDH5l32gy+Pv6W/CHIuEDhCoyVgXDJ8C7X6MOIOS5CnZORL8/LFlFTLhFuWiiDnAoHggtHtAFC/+c1vyMrKYs+ePT0pj0AgEAgEgg6kZOYzf2WGlYIIoKCygfkrM0jJzL8g/eqbTQ77cfhb+Owua4UUQFOdUn74WwervHCk5qaycNNCm6DgRXVFLNy0kNTcVJs+5vp6arZsAUDjYx3bSBcaSsD996ELDbUuNxgwPb6czbu0NtY9tRWNbN6lxfT4cnQGWzcZbVAQ3tdea1f+9bnrbcotCqnJvSZj0FuPGaoPZZD/IAArhZRl3Y9teozHNj1msyfljeVkbj1K5pAHaNDorerq6iFzyAOcNYVSn5FhVVf1ww8UBcWzz3Bjl9auCzXg0rs3mM1WCikAc00N2pcXEB1poiNe/m4kz4sjOiHEpk4gEFhzIl/JiF6nN2CW2h4HfWsgcKMn2/Yeu1iiCQSCq5BuW0o98sgjpKenc+ONN/LPf/6TX/ziFz0pl0AgEAgEAhQXuiWrD6Pm5CQDErBk9WGmx4Z2u197Vz5H/Syo9cNsUiykHM14CaQZN5lNLE1biqwip4yMhMSytGVM6T2l1aUNoHzVJ5hKSnCJiKDfd6upP3AQY3ExuuBg9CNHIGm1hCxcqGTVayl3T0zko7/sAuy7m+05pufO9etpyMjAWFyM1tuLvEVPYiopofKbb/D75S9V5XfEkbIjrLlpDftL9re66MUHxTPrq1mq7dX2woJkBjx+ZXml0gCyYn7FgO9/QD9ypCJjVRU1W7eRNeIZ9T4tdFy7LjgYj4ThZE+f4XB9JT+fBX1v4iZHEBbti6eP4rInLKQEgs4xNjfh9s47aIe9gknnTr1HCJ51SiZQDWAGNK9/gPGWR9C5uF5UWQUCwdWBU0qpa+18UwdQVFTE3Llz8ff3Jzo6Gk9PT9V2kiSxYcOG7kkpEAgEAsFVSlpOmY3FUntkIL+ygbScMkb28elWv7HRgefcj9yfbC2kOva8BNKMZxRl2FgDtUdGpqCugIyiDEaFjgLAXFtL6b//P3t3Hh5VeTZ+/HtmzZ7JOklYQghhXwMEQVSoINSlaqti1brWuvS1KrZ1aaviaxXb/rTY1uW1VlHcFW0RZLOCIEiAQCAgGEIIW1ayTNbJLOf3x2SbzJJJCGTh/lyXl5nzLOc5MyRz5p7nuZ/XAIi99140wcGENu1C15ai1bodP3Gwwm/+I4CaCitFh6sZ0KZd7C9+Qclzz1H20stEXnEFiqH1g2FH4wcoqisiuyy7ZfwA24u2d9jOm/HHUrEZo/zUULAGRVOw5XsSHA4UrZbq//6XitBkrEH+2nm/9tptmX7zdjUYTFSFDAJgyvwhhJokqbkQnbFn/ftEW5yE1hViiUihNjSxJSgFrsBUVJWDPevfJ/2HN/fcQIUQ54yAglIbNmzosE55eTnl5eU+y71tFSyEEEII/0qq/ecIcq8X0e5x5/vvaruAtw/v4W3GS+tKO12v/J13cVRUoB88mMgrfxTwuWot/gNSvupFXb+AU/96HduJE1R++hlRC67zOi5/2tcLtF17qcURHVcC6utV6rZvJ/S887B88QVWQ2Dt2l+7vdT/OEvi0gGIj3ZIQEqILqguPEowEFp7EktECjWhScSX7vJaTwghzoaAglJfffXVmR6HEEIIIbyIDw/qUr2z3S7g7cN7eJvxmOCYjisBcSFxADhqaih//XXXsV/ei6ILPPNBaERgQZP29TTBwcTe+QuKn3mGsldeIfLqq9A0zZZqHldH2tcLtF17g4uraIjtuJ6x0YJl1RcEjRxJ7TdbMIalBNR/+2vXxfkfZ3G8Kyg1dHiI33pCCO/CEwcDEFrryg1YG+p9w4vmekIIcaYFdGd10UUXnelxCCGEEMKLjJRoEiODKKpq8Jr5RwESIoPISInG6bB7tPO1FK9tu/bnS2g6n992yZGQv8k18ynMDEe3dnAlCnSwzbjD6SCrJKslD1J6fHpLXid/Zf60bRcTHMOqw6s6GKWCOcTMpJgJ1G7LpOLdd3FUVaEfMoSIyy/329bpVCnMraTWYiU0wkhscjhavQaHzemzjc6oIT4lwrXUr6ldYpoJ04LrOPX669gLCyn5858JnjARXVwck9InYg4xU1JX4jUXVPP405uCN83S49P9tvP6XKgqYw/lsjesgoYgE4qP/FAhIWCqPIRl5UlUhwPsduLjNYSajH6XLxpDdJhTI92uPSE9HV1CgmsJX7td+eqDYqiOGAKqk5FXpnvvVAjh1/g515MZ8RwhTUEpS3gyRfGTMTZaMFUeQkWlPFzD9DnX9/BIhRDnii4nOhdCCCHEmafVKDxxxWjuXpbls84TV4xGq1FwOtzb3ZAxmP+3zvcuSs3t2p/vmvQB/P2rPI/6zTVfSj+O9sVxfnJIKbgnPG9qOd/3NuPrC9azOHOxW94jc4iZRzIeAfBZNid5js/r89an+ygVtwBNc9DlicZ55M+dh72oNc+Ko6KC6i+/JOIS70m483aVsOmDXLcgTEcBKQC71cm/fr0Je2NrvVCTkQsWpBF20YVUfvgRFW8vo+LtZYBrp78n77yMe3nL5/gfznjYI2Cn1Wh5JOMRFm5Y6LVd8+O2Pw8ugYgGleQjH/H9yDt9XsPUMTaUL1y5t6o++cT1fJ08weSr6vg603fg0Fpn543fbKaxvjWYGmoyMuWWx9D+6X5QFLfAVHH8ZAAS4iE0Kthnv0II33R6A877b8P62ncAWIOi2T/6dgCMDRWkHfqIT8cayFC08kFRCHFWaDquIoQQQoieNH9sItdOHui17OcXpDB/rPflF9/klQEQYvAMDNw7O9VrO1VV+TrX1S60XbuEyCCWzy5j0tb7fQekZvwKItr1G5EE170Fo73nY1pfsJ6FGxZ6BI9K6kp4cMODPLjhQa9lCzcsZH3B+k712ey2MbcRHxLvdswcYuYl3c3EPP0vt4AUgNNi4cT9D2BZu9ajr7xdJax+NcdjVlBzQGropDiP/EdhUUaSx7qWErYNSAHUVlpZ/epevv8q1+Nc9uJiYp7+Fy/pbvY6/udnPe8zUDcneQ7Pz3rea7sXZr3AC7NecCsbW+AKCMUOsjH/rnFodZ63jaEhKpq/LPSY1eSsqcHy2ktexxEWZSQuORzALSDVfO0bt2lx/HYJOrP7Us/SpGkAjLxklNd+hRCBSRx9MwdH3uDxe2s1msgZeycp4UPYfbSyZwYnhDjndDkA7m9Hvva0Wi3h4eEMGTKE888/nyuuuAKDQbYYFUIIIQJVWW8D4KdTB3Feagxff1/KJ1kn+OpgKY/8UPWY8bQlr4xvD5dj0GpY88CFHK+op6S6gfX7i1mxp5BNuWX8+hLVYyOSL78rYc/xKoL1Wv7761kcLq2lpLqB+HDXkj3ti+PA5/IvBXI+gV9lw7FtrUv7kmf4nCHlcDpYnLnY65Iyf8vMVFQUFJ7LfI7Zg2a7zQzy16drlApf5H/BqqtXkV2W3bIkcFLMBNcMKdVLO1UFRaH4mWcJv/hiFK3rfE6nyqYPPINHbZUcsXDT09MpzqtqWaZmTo1k2e/9LHlUITf1J8SVZqO0vY6mcZhfW8nqdWvYXryTdVvXMXf6XDKSMjpc0jgneQ6zB832uRSybdmgjcuAXQyedSnRE+PQB2lw1DjJuCKF2AFhrH1jH7V1TkpjxhNftrv98Dk85DIAxs1KInWSOfBrB3Z+H8JN69bRkJWFvbSUWkMM1cvr0GgUUifF+20rhPCt9W+WgseKXEUBnITVjmdLbinThgaWg08IIU5Hl4NSzTvyNd/Mql5u4LyVLVmyhAEDBvD2229LriohhBAiAA6nyreHTwGwIGMwEweZmD0ynvXflXCopIbP95zkyokDWuqrqsrza13L9n6aMYhB0SEMinYlhp45LJYvD7gCT+u/K2HuaLN7u6blfrfMGII5IghzRJuE5vmb/CzZA1DBcsIVkEq5IKBryyrJ8jmbqSMqKkV1RWSVZDE1YWrAfTa3yy7LdmtXuy3TY4aUe0MVe1ERdTt2EjotA8CVQ8pP3iSAmgorxXlVDBgR1XLsxMEK/+0UBWtQNJWmYURVtgt6NY3DmrWbKelTKDGUMMU8JaAcW+Baytf2ur2VqXY73+95AicQkjGNmgorDTV2NBqFSXMHozNoGTNSS3a2k/yUy4grcw+elUePxhI5FI2jkVHmSuJGjAz82nE9Z0WHqxnQ9Dx/vzIfyGfgqCiCwvQBXacQwlPHf7M0NDijKduVA/NG+qknhBDdo8vL97766iv++Mc/otPpSE1N5cknn2T58uWsW7eO5cuXs2jRItLS0tDr9TzzzDN8/vnn/PnPf2bs2LEcP36cyy+/nNxc/98sCiGEEAL2n7RQ3WAn3KhjbFIEABFBen5x4VAA/ro+F7ujdQnY5rxT7CiowKjTcO/sYW59xYQZuXXGEACeX/c9TmdrIGHNviL2F1oINWi5q6lvNzUBBo8CrQeU1pUGXDfQPgLts309e2lg7drWq7X4D674qhdoO6shIqBxdLeG777DWVODJjycoNGjKC2oBiB6QCi6pmWdIxIs6Ox11IYmUdImsbprlpQrKfzAE19jqD3l1ndXnrNDO0sAGDa5Z3dvFKKvC/T3L+lUDg02R8cVhRDiNHU5KBUZGcnTTz/NT3/6U/bv38/jjz/OVVddxcUXX8xVV13FH/7wB/bt28dPf/pTnnrqKRISEnjooYfYtWsXN954I7W1tfz5z3/uzmsRQggh+qWth105njJSotFpW9+6b5kxhKgQPflltXy22zWDSVVhyZeuJOU3nZfsPtOpyZ0XDCXMqOO7Qgtr9rlmBjmdKi+sc31ZdPvMFKJCvSyzDwswIBBoPSA6KLrjSh2IC4lze2wymrrUThsZGVA7XVxru9AIo5+ardrXC7SdsdES0Di6W922bQCETJ2KotVSUuAaR/zg8JY6IUlxDDr2JQD5Qy5FbVoLdCpmLNURyWgdVgYfW+cxzs4+Z6dO1lB+shaNTmHoxNjTuzAhznGB/v5N0+5g55HyMzwaIYQ4jaDUE088gV6v55VXXkGn874KUKvV8vLLL2MwGHjyySddJ9RoePHFF9Hr9axf7z05qRBCCCFabc1zzTSZnuqe3yPMqOOui1IBWLL+e745VMZ/jmrIPl5FkE7D3U1l7UWFGrh9ZgoAz687yJZDZTz1+T4OFlcTZtTy85leZkmBKzdUeJKfkSoQMcBVzweH08H2ou2sOryKb09+y8cHP/bTX8figuOYEDuhpc9vTnzD2/vf9ttGQSEhJIFJMROo3ZZJ1ecrqfn6a0pfe83/yRQFXUICQenpnDhYwffbi2hssKPRtk/M4i4sykhimsntWGKaySP5uRtVxdhQjqnykPehGI0EjRlN3fbthO/eTd327aiO1lkNqsPRcm212zI7X7bicwBCpk4BoOSoa6ZUXHLrzK2QKZNJse1HZ6ulLiSBwymXUxQ/me9TfwLAwBMbCYkJI2TK5M5dO6AP0hI/NIITByvY9p/DAAwaFY0xRJbuCXE6Avn9C9WUkW78hpJVz7Dvm5U47Ha/9YUQ4nR0OafUli1bGDFiBEFBnt/AthUUFMSIESPYsmVLy7GoqChGjRrFwYMHu3p6IYQQ4pxgczjJzHd9W32el6SzN09P5h9fHeJYRT23Ls2i+fsmrUZhZ0G5z5357piZwv99nUduSS03/HNbmxKFrYfLvLfTaGHkZbDdW/CmKTAzf7HPpObrC9azOHOxR74nBaUlcXnb5ORtH7cva9boaGT+8vmU1rsvZdMqWhyqw2ufAE80znMlNW+fQ0qnA7vdlfC3bb7MpjyZ1lse4+0/bOswJ1JbM69LQ9MuEb1Go3DBgjRWv5rjvZECaXmfuE7rLe+61Uru+TNRrVYSgZPvvU9JQgLmxx4FoPiZZ92uTdfFslP/fB1d0gBKClz3e/HJrTOlFK2WAY88RMxLWRQnZFCQPL/NAJ2E1BZh/t2jLUnhA752wNbg4I1fb8ZmbQ2YFeVVkberRBKdC3Ea/P7+qSoocF7EUjSKk6sr/gXr/kXxuhhOTn+CSfNuOfsDFkL0e12eKVVfX8/Jk/6SnbY6efIkDQ0NbscURZEd+IQQQogO7D1RRW2jg8hgPaMTPfMLff19KdUNnt9i1zU6uGdZFqtzCr32uzWvjAab0+N4rdXuu529EXLXuH42thtLRBJc9xaM/pHX860vWM/CDQu9JiBXUbltzG3Eh7gHG8whZl6Y9QIvzHrBoyw2OJYQXQhVjVUeASkAh+rw2edLupuJefpf3pOa2+1E33E7OrP7EkSd2Yzjt0vYuE3rMyBlDHX/ri8sysj8u8b6DKKkTopn/l1jvc5a0Oq0jPrtbZ7jSEggbN48wBWYcht6cTEnfnU/J351v8e1dbXMUV5O3iP/i7XWjkanEDMgzK28NG4ixQlTPbaWB4XvRv2M0riJnbr2sCgjA0eaANwCUgDWOjurX80hb1eJ1z6FEIHx9funt1UTV/sKI4yb3Y7HqaeYsOVX7Fqz9GwOUwhxjujyTKmxY8eyfft2XnvtNe68806f9f75z39y4sQJpk2b5nY8Ly8Ps1mSVQohhBD+NC/dm5YS7THbxuFUWbRiv9d2Kq65S4tW7Gfu6AS0bdp2tR2734HKo66cUf+zEwp3u5Kah5ldS/Z8zJByOB0szlzsdaYTuGYvfZH/BauuXkV2WTaldaXEhcSRHp/esqPc7EGzySrJaimbEDuBecvnUWev61Sfk2ImuGZIedk12NVQwbJyFalr11C/azf20lJ0cXEEpafz9h+2Ab5nSOn0GuY9MJH66kZCI1xL9tq/Zu2lToonZUKca0csi5WQCAPffHyIsmM1HLINZfqX66nbsbNlHMGTJpJ3yTzvnfm6ptMss4QPBiB2QBhaXev3mR1vLQ+bP8wlZUKc1+eh/bWHRhgxp0ay7PdbfY+ngz6FEIFp+/v37X/yKMqzEF+yg7DqvSjtVn5rFHCqkLh1EY6Lb0TrI3WLEEJ0RZf/oixcuJDrr7+ee+65h507d3Lrrbcyfvx4QkJCqK+vZ8+ePbz55pv885//RFEUHnrooZa2mzdvpqamhiuvvLJbLkIIIYTor7497ApKzUj1XLqXmV9OYVWDx/FmKlBY1UBmfrlbPqoutbNb4eu/uH6euRCCwiHlgoCuIasky+sMqdbzqRTVFZFdls3UhKle62g1Wrey7UXbKasv63Sftdsyvc+QammoYi8qon7XbkKnZbQcPnGwosMle7WVjWgUheFTE/zWa0+jURgwIqrl8bQfDWXlP/awd8NxJs4Z7DaODsd/BlSHuYJSUcH1bsc73loeaiqsFOZWul1fW+2vPZDnuaM+hRCBaf79S583hFUv7aE0Lp1hecupsmmI1LvPpNUokMAp9m1bw5jzL+uhEQsh+qMuB6Wuu+46Dh48yKJFi3jttdd4rSk5qKIoqE3fuKmqiqIoLFq0iGuuuaal7ffff88tt9zCrbfeenqjF0IIIfqxRruTHUcqAJie6rnrWEm178CSv3pdapf1FliOuxKdT741oPbNSus8l9edTr3T6dNeGli79vUC3UY90Hr+JI+NIX5IBCVHLGStKWDmtWk+x3U2NM+UijK4z0o7E8/J2XyehRAug0dFo9U5aMSEJSKVfZXVzIjzvvNnfcWJszw6IUR/d1pzL//whz8wf/58nn/+eb788kvKyspaAlKxsbHMnTuXBx54gKlT3b/1vP3227n99ttP59RCCCFEv5d9vJJ6m4OYUAPDzWEe5fHh/jcbaakXqof8TS1L7eJDR3SuXdUx+OoZ18ELHwJ9YOdtFhcSF1g9Y4xrJlDTUrWQKZNbkmSrDofbMra4ga0zvxSnyqhjKlE1UBEG3w1SUJuWdrXvkwDzWeri3Mcc6DbqgdbzR1EUpl2Rwoq/ZbN343EShkbidDoJjTASEeMZnDyTVBSqm4JS8SmRbmVn4jk5m8+zEMJFq9cQl6xSlAcl8enoSr8DH3+2g6MGnN3BCSH6vdNeEDx16lTee+89ACorK6mtrSU0NBSTyXS6XQshhBDntOZ8UucNjUFRPPPnZKREkxgZRFFVg9dsTQqwIGw35634NVhaNyc5LyKJ68Nu4oOaiZ1qh6KF4M4vmUqPTycuOM5rQnLX+RTm5kdguuFhjha3LvPztyucyWzmktkRVDVWccs6B7HVrf2VhcPSuVoiDSaPPtF6z3vVOhgFndlMyJTJbocT00wERxiotzT6bBoW5coj1R0GjY7GZA6hsriONa+17pIVajIwbNgsYvI2+s8F1U3qg+Nw6ILROG0kXXyhW1nz1vL+ltt19jk5E30KITqWPm8iq17KoSRuEqm5H8Jo93KnCiVKDCOn+chpJ4QQXdTl3fe8MZlMDBgwQAJSQgghRDfYkufKmXSel3xSAFqNwhNXuD45eOSZBuZpMnnW/mcUi/tuuYqlkGftf2aeJrNT7VAd8PEdsP8/nboOrUbLpPhJXssUFDIOOrnj/VPYi93zTvndMa6khDveL2fhcgcx1W5FRFfDwuUOr33iaLOjW/tAX9Nj82OPtszQaqbRKETG+p8hNvO6tG5Lvn14dymVxZ5J3GsrG8keeA0lsRN8jt/j59Mos0QkAxATq0NrcP8us3lreX86+5yciT6FEB0bPCYWrd6OzRBBkG045bbWv4HN8e/C6U9IknMhRLfr1qCUEEIIIbpHg81B1tFKAKYP9R6UApg/NpGXb0onIdI9YJIUoeeFyPdRvM6FUlGAFyLfJylC34l2TVY/Ak6H7/J2qqxVfHPyGwAiDe5LwBKC4rn/63CP4JhrmP53hWtu076txsdxtzomE7r4eLdjOrOZAUv+SsQll3jUP3WihqLDrhwrweHuSwDDoozMv2ssqZPiPdp1Reuudr4oHJ7yc7Rm94TqOrOZAS8uYcCLS9C12+G4q2U15pEAJEwY5HUkvraWP53n5Ez0KYTwT6vVMGKaa6luSfxk9leEtpTZ0ZI940Umzbulp4YnhOjHAgp1P/XUU4ArT9S9997rdixQiqLwhz/8oZPDE0IIIc5NWUcraLQ7iQ83khoX6rfu/LGJzB2dwNZDJazdtI1LLpjGdN1BtG/526VNJbi+iK9vDiJTnUxJdQPx4UFkKPs6bIflBBRsCXj3vaX7llJrq2V41HDev+x9dpfuprSulLiQOEYesXO8rOt5Jn0FnjqaR+OsrGTAG2+gaDRec1i1l7kiH4Bhk+OZe8cY185zFiuhEa6lZN05cyeQXe3q6hVCXv6I8IqD7Fy3jslz5xIxbVrL+MMvvtgtB1fba+tM2XdfayDPQnxyuM+xtN1avruekzPRpxDCv2FT4tm/+SSlcROx14/g29GXcN7+P6LFwdApsmxPCHFmBBSUevLJJ1EUhREjRrQEpZqPqR3kM2iuI0EpIYQQInDfNuWTmp7qPZ9Ue1qNwrSUaE59pzItJRrtgZKAzqOtLWH6uDa5gvYG1o6a4o7rAOUN5Sz7bhkAv5z4S/RaPVMTWjdAqdqxMrDznQGOU6eIvLzjrc1Lj1ZzeHcpKDD1spSWbdTPlEB3lqursWGeOpXq0lJCpk51C6gpWi2h0zK8tgu0zOlUKX1nIwDxyRF+x3ImnpMz/TwLIdwNSDOh09uwEUbw0WjOu+63FDz1FsnOYxzesZZJ827u6SEKIfqhgIJSTzzxBOCaKdX+mBBCCCG639bDTUEpP0v3/Aozd1zHW72utvPhzZw3qbfXMzpmNLMHzfYob7/L3dkU6LkzP3fNkho+1Ux0kv9Za92ht+xAV1FUi73Rid6oxWQOOaPnEkL0PI1Ww5AJ0RzaUU2jfgIlx7+nKHoqyWXHaDy0ESQoJYQ4AzoVlOromBBCCCFOj8Opsim3lKyCCsC1w14Lp8O1bK6m2BUUSp4BGh+7ySXPgIgk993z3Ciu8uQZ3dPO7RocZJVkcbjqsNssKUVRUB0Ot+VhuqRE1454DgcqCpWmYVgNERgbLZgqD/nPbdVVTTvsBaWnc+JghdflYU6nSmFuJScPVXJkjyvh/NTLUrp/LF4EsgNdSKQBc2okJ74/Rd1JHSdzKxk0MtZj/P6uraNlcaUFrgzycYPDZdmcEOeIcRcN49COXRTHTeK/z7yOMiCZSQ4N5lOZPT00IUQ/JdsnCCGEEL3E6pxCFq3YT2FVQ8uxG/65jSevGM18zXZY/bB7sCgiCeY/B6N/5NmZRgtzFsHyO32fcP5iz6CWRgs/eBw+u9tLA8V3uybrC9azOHMxxXWty/v0Gj1WuxXL2rUUP/Os+056TQGpktgJ5A67FmtQ63ItY0MFaYc+Ir4s27UrXNuUAW0fd7YMsN7yGG//YZtb4CfUZGzZ+W3TB7luZTqDhlMna87KjKHmHehWv5rjs46twc7bj22hztIIBPN59l6/4w+krH0C8ZLmoJSffFJCiP4la+UnoA7BqQvilHMeHIM3G8eRZHyb8OLjxJgH9vQQhRD9TLftvnfy5Em2b9/O119/3V1dCiGEEOeM1TmF3LMsyy0gBVBc1cBn776C+uHNnrOXLIXw4c2w/z/eO7WccP1faR9AUuCql7wHswDK81z/17T77ioiCa57y2e79QXrWbhhoVtACsDmtPHB/z3I8V/d7x6QgpaAVM7YO7EaTW5FVqOJnLF34nj4xW7bTU5nNuP47RI2btN6zESqrbSy+tUcVr+a41Fmb3Sy+tUc8nYFmHPrNPnagS4k0oAhRIfN6mwKSLXyN/5AytpfW0mBa7dBf0nOhRD9x+dL/knBdym03yrCpjdR4LyPL5a82jMDE0L0a6c9U+rll1/m+eef5/Dhw4Arsbndbm8pf+ihh9i6dSvvv/8+gwcPPt3TCSGEEP2Ow6myaMV+rwvVFJw8rn8LFdXLjnIqoMDqR2Bku4TdDRb4Zonr5yv/DpGDoLoQvvojVByBU3neB1NXDt++7Pr5x69DaExAywUdTgeLMxejerkKxalyyzqH13YqCrnDrm26lHZX2PR45/ch3LRuHQ1ZWae9m1xQejpv/2EbEFgy8fY2f5hLyoS4s7KczdsOdObUSN7+3RYaO27eaW2vzeFwUnasBoD4wf6TnAsh+r5Gq5WT2VGgx/vfYlWlrmgCjVYrBuOZzWcnhDi3dDkopaoq119/PR9//DEAQ4YMoaysjJqaGrd606ZN44UXXmD58uU88MADpzVYIYQQoj/KzC/3mCHVLENzgCSl3E9r1TUjqmALDDyv9fC2V6G+AmLSYNx1oG16y9eHwAc3wrZX4Lx7XUGntra8CI01kDAexlzp+eHEh6ySLI8ZUs1GHVOJrfbertI0zG3Jnjc1FVaKDlcz4DR3kwNcOaT85GrqSE2FlcLcyrO2K1z7HehOHKygrupMhKTcr638ZC0OuxNDsI7IuOAzcj4hRO/xzYefYTP42fxBUbAZovnmw8+Y/bMFZ29gQoh+r8vL915//XU++ugjRo8eze7du8nLy2P8+PEe9S677DK0Wi0rV/bcls9CCCFEb1ZS7T0gBRBPZWCd1LQJCDVUwda/uX6e9UhrQApcM6oSxrsCT1uWtOuj1BXMApj9WMABKYDSulKfZVE1PouwGgKbhVNr6Xogqbv76a6x9MZzN/ffNsm5IknOhej3LEUVAdUrK/C1CYYQQnTNaQWlNBoNH330EePGjfNZLzQ0lNTU1JblfUIIIYRwFx8e5LOsBFNgnYS15k7SbHvZFZiKGwVjrnavpygw+3eunzNfg5o2eYS++SvY6iApHYbPD+y8TeJCfH/DXhHmu52x0RJQ/6ER3bNcpDv66a6x9MZzN/cv+aSEOLdEJAQ2+9PpPHWGRyKEONd0efnevn37GDp0KCNHjuywblRUFNnZ2V09lRBCCNGvOJwqmfnllFQ3EB8exJCYEHQaBbvTMx9TpnMkJ9VoEpRy398kRQyAQdNQjmxmcNlXaPa+5zo+6xHvOaCGz4MBk+HETtj0vGv2VOnBNrOkftfhLCmH00FWSRaldaXEhcQRbgxHgwYnTo+63w1SKAuHmOr26XPBVHkIY0OFK8m5j3OGRblyKZ04WNGSWykxzdSS18npVN3yLvkrU52e4+uMsChX/z0lMc1EqMl4WksQfQmJMLQ8z0f3u5aMxg2SoJQQ54Lzr7uK3K8+x6Y3ef9brKrobRUMDvORj1AIIbqoy0Epp9OJMcAkdxaLJeC6QgghRH+2OqeQRSv2u+WQ8hWQAlDR8JTtZl42/NV3pyEx8OIEdJaTTGo+ptHjGQJqoiiu5XnLfgLbXnb910xrAFut32tYX7CexZmL3XJIKShek5y7xqJhxTSVW9d7BoQUBQYd/y+Hhv3Y5/miEkJY9vutboGYUJORCxakAbDpg9yAy07XzOvSzkqSc180GoULFqSx+tWcbu/bWmfnrUe/ob7a1nJs80e5aHQKqZPiu/18Qojew2A0kjShgoL9JlBV98CU6vrbnmRcxuDq/T0zQCFEv9Xl5XspKSkcOnTII7F5e0VFRRw8eJBRo0Z19VRCCCFEv7A6p5B7lmV5JDVvDkhdN2UgiZHuS/kSIoO46oa7URI88zYSZHL9v2gPWNrl+XDa4KNbYP9/vA+m0UfgydEIH/put75gPQs3LPRIat4ckLp+5PWYQ8xuZeYQMwtsE1EApd2XVDqzmcYLrwYUtHr32xK90TXL69h3nsnJayutrH41h9Wv5nSqrNn4iwcSanIfS1iUkfl3jWX+XWN9lvWG4EzqpHi/Y+xsWajJSHCEHofd6RaQAqizNLL61RzydpUghOjfLr//5ySPzkdvq/QoSxi8j/nxGxmgFlN09PuzPzghRL/V5ZlSP/rRj3j22Wd5/PHHef75533We+ihh1BVlauvvtpnHSGEEKK/czhVFq3Y72suEQCbcsvY+JvZ7CyoaFnal5ESjbahApY3fTt91auuxOVhZhg0Df6SBg2Vvjtd/YhreV7bZXxOh+u4P17aOZwOFmcu9j0jCthwdAOrrl5Fdll2y9K+MZVhFDz+EwCS33sXZ3UN9tJSdHFx1JqHc3RxFihwzcNTsNbaWpbaxQ+N4I1fb8ZmdfgfaxcczirlpqenU5xX5XXZX8qEOJ9LAnuD1EnxpEyI49iBMrZszGTGRRkMGhkb0Pjbl5lTI1n2uy1+z7f5w1xSJsT1qudACNH9Lr//5zRarXzz4WdUnSyn5GAcNkM0Wr2ePDWNEfaDHMtaQ8Lg4T09VCFEP9HloNSvf/1rli5dypIlSzh27Bh33HEHDQ2ub37z8/PZu3cvL774Iv/9738ZOnQo9957b7cNWgghhOhrMvPLPWZItVdY1cDOggqmp8a4F3z3H3DaIWEcTLy+9Xj+Jv8BKVSwnICCLZByQevhgi2eM6sCaJdVkuUxQ6q9oroissuymZowteXY8WfuB1UlfP58gkePdqu/4aU9AKRNMRM70D0j+omDFWckIAVQU2GlOK+KASO8J/fVaBSfZb2FRqOQlGYiJNdOUrugmb/xty87cbCC2qpGv+eqqbBSmFvZ658TIcTpMxiNzP7ZAgCWPfD/qGqIpuKASvl50+DkQdd7D/f17CCFEP1Gl4NSUVFRrFmzhiuvvJJPPvmE5cuXt5QNGzYMAFVVGTp0KCtXriQ0NPT0RyuEEEL0USXV/gNSfuvlNL3HjmmXd6nGf4DIZ70utiutKw2oWdt6Dd99R/XataAoxP3S/Quq4iMWjuwpQ1Fg6mVDPPqptXR/Mu+z2X9fEejzIM+XEOee0ZdNYOsnUK9LxREfAiffYlDVTlSnE0XT5UwwQgjR4rT+kowZM4Y9e/awZMkSLrroIqKjo9FqtURGRjJ9+nT+8pe/kJ2dzYgRI7prvEIIIUSfFB8e1HElb/VqSuDIJtfPY9othQ9zz93kU/t6XWwXFxIXULO29Ur/9ncAIi69FGNamlu9zBX5AIyYlkBUgueXV6ERZ3aTlDPdf18R6PMgz5cQ5570uXMwNhShavQU7bXQqGpJoIyTR77r6aEJIfqJLs+UahYSEsJ9993HfffJFE4hhBDCl4yUaBIjg3wu4VNwJTXPSIl2L/juP6A6ISkdolPcy5JnQEQSWArBa54nxVWePKNb2qXHp2MOMftcwqegYA4xMylmArXbMqnL2knNf/8LikLsL38JgNOpUphbycncSo7uOwUKTPEySwogMc1EqMnYrbvnNQuLcuVZEoE9z/J8CXHuCo4uwlqXgOWwgbzUEYyy7+f4imeonHIDI6fNQ6s77Y+UQohzmMy5FEIIIc4CrUbhobneE8M2ZwJ64orRaNsnks751PX/9rOkwJWEfP5z7Xpp1+v8xe5Jzk+jnVaj5Wejf+bjGlztnmicR/7ceRy95RbKlrzoKjMasR7KJW9XCW89toXPXthF5ueuWVI6vYay49538tVoFC5YkOa17HTNvC5NknY3CeR5ludLiHPX2CunANCgT8VQcwqAaRWfM2bdDZQ9PZxda5b25PCEEH2cBKWEEEKIsySvrBYAXbsP9wmRQbx8Uzrzxya6N7AUQsE3rp+9BaUARv8IrnsLItq1jUhyHR/9o25tt7N4JwBBWvdlhuYQMy/pbibm6X9hLypyK1MbGtj1v2+w+tW9HrNx7I1OVr+aQ96uEq/nS50Uz/y7xhJqcl86FhZlZP5dY7tcljop3uv5zlUdPc/yfAlx7ppw0YUYG46jarTsOjXNrSxOPcWELb+SwJQQossCnmt5++23n9aJFEXh9ddfP60+hBBCiL6qrMbKm98cAeClG9IJD9ZTUt1AfLhryZ7HDCmA/f8GVBiYAaZBvjsf/SMYeRn2w1+ze9MaJl4wD93QCz1nSPloR8EWV1LzMLNryZ6PdvtO7eOrY1+hUTS8e/m7VDZUUlpXSlxIHJNiJpA/dx521XM5oIpCbuo1rpWCPibbbP4wl5QJcV5n46ROiidlQhyFuZXUWqyERriWkjXX7WqZcNfR8yyEODc57HaMmh1YGYjFeh7wn5YyjQJOFRK3LsJx8Y2ylE8I0WkB/9V48803URQF1cvNpqK4blZ8lamqKkEpIYQQ57RXN+ZRb3MwfmAkc8eYW947/drXtOve2B/7rweg0aImz+TEPgsTkmd2HJBq046UCwKq+o9d/wDgspTLSDO5L/eq3ZbpMUOqWaVpGNagKL9911RYKcytZMAI7/U0GqXby4Qneb6EEO0d2LaGyTFf8lX1VdQHj+BYQzSDgspbyjUKJHCKfdvWMOb8y3pwpEKIvijgoNTNN9/s8wZ66dKlmM1m5s+f320DE0IIIfqLEksDb20tAODBucMDC0hVHYdj2wAFRl91RscXiOzSbDad2IRW0XLXhLs8yu2lpT7bWg0RAZ2j1tL9Cc2FEEKcnvqKE0wJPc7WkgIagpP59tRFDBrwqdd6QgjRWZ2aKeXL0qVLSUtL44033uiOMQkhhBD9yksb8rDanaQPNjFreFxgjfY13fAnz/DM+9QDXtr9EgBXpF5BckSyR7kuzvd1GRstAZ0jNMLYcSUhhBBnVXDUAABCddtoIJlq6zTAMyjVXE8IITpDFv0KIYQQZ4DDqZKZX873xRaWfeuaJbVw7oiOZ0k5Ha4cT5n/dD0efWU3jMVBVklWS/6n9Ph0tAEs72tul1mYyZaTW9Ci5a7xrllSqsNB3Y6d2EtL0cXFYT161Gc/pspDGBsqsBpN4OP6w6Jc+YuEEEL0LiOnzaN4XQwTo7/iy+rrqA9O48PjVxMXfIzzTVnoNE5KlBhGTpvX00MVQvRBEpQSQgghutnqnEIWrdhPYVVDyzGDVqG6wea/4f7/wOqHwXKy9dim5yE80fcueh1YX7CexZmLKa4rbjlmDjHzSMYjzEme06l2Bp2BA+UHiNi6n+JnnvWZQwpFgTZ5JhUFEoozKUj2/YFl5nVpklBbCCF6Ia1Ox8npT3Di009RnHZUjY5S3c2U2iD3RAVJhrcZcPXVJEiScyFEF2h6egBCCCFEf7I6p5B7lmW5BaQAGh0q976TxeqcQu8N9/8HPrzZPSAFrl3xPrzZVd5J6wvWs3DDQrfAEkBJXQkLNyxkfcH6TrWrt9fz/qsPcPxX9/sMSEXffjs6s9ntmNZspnr8JQDoje4ztMKijMy/ayypk+I7dW1CCCHOnhMHbBSo96Eq7n/DbXoTBep9nDjQwZcuQgjhg4SzhRBCiG7icKosWrEfz71oWy1asZ+5oxPQtp0V5HS4Zkh5bakCCqx+BEZeFvCueg6ng8WZi1G99KmioqDwXOZzzB40220pn792ilPllnUO3ydVFCyrVpG6dg31u3a3LO0r0iVT/to+9EYtN/7veVQW1lFrsRIa4VqyJzOkhBCi92q0WjmZHQV6PJdgN82MPZkdRaPVisEouQGFEJ0jM6WEEEKIbpKZX+4xQ6otFSisaiAzv9y9oGCL5wyp9i0tJ1z1ApRVkuUx08m9R5WiuiKySrICbjfqmEpsNfgMIakq9qIi6nftJnRaBpGXX0bI1KlsX3UEgPE/GEhohJEBI6IYPjWBASOiJCAlhBC93DcffobNEOUzJyCKgs0QxTcffnZWxyWE6B8kKCWEEEJ0k5Jq3wEpv/VqfAePulQPKK0r7VI9f+2iagI7t720tY+8XaWcOlGLIUjLxDmDA+tACCFEr2EpqujWekII0VbAy/eeeuopv+VHjx7tsM7jjz8e6Onc1NTU8Pvf/54PP/yQ8vJyRo4cySOPPML111/fqX5+//vf88c//pExY8aQk5PTpbEIIYQQvsSHB3WtXpjZe8X2Aq0HxIXEdamev3YVYYGdWxfn6sPpVMlccRiACXMGExSqD6wDIYQQvUZEQhTkBVhPCCE6KeCg1JNPPul3G+ujR4+yaNEiv310NSj14x//mO3bt7N48WKGDx/Ou+++y09/+lOcTic33HBDQH3s3r2bv/zlL5jNgd/QCyGEEJ2RkRJNYmSQzyV8CpAQGURGciTkb3LNfAozQ8WRDnpWICIJx6BpZBVtp7SulLiQONLj093yQbWVHp+OOcTsdwlfXHAcE2InsL1NnzuLd/qs/90ghbJwiPG1hE9R0JnNBKWnc+JgBYeySqgoqsMQrGXCxYM6uEYhhBC90fnXXUXuV59j05u8L+FTVfS2Ss6/7qqzPTQhRD8QcFDqwgsv9BuUOlNWrVrFunXrWgJRALNnz6agoIDf/OY3LFiwAK3Wf9JXu93Obbfdxl133UV2djZlZWVnY+hCCCHOMVqNwhNXjObuZVkeZc3voC+lH0f74jg/OaQU3BOeu1quz/gZiz+91C3IZA4x80jGI8xJnuNlLFp+nPZjXs5+2ed46+31zFs+j7J67++LCop7wnONhqVzYeFyL8nOm+4RrLc8xtt/2EZtpbW1TIXjB8plhz0hhOiDDEYjSRMqKNhvAlV1D0yprveIpAkVkuRcCNElAQelNmzYcAaH4dunn35KWFgY1157rdvx2267jRtuuIFt27YxY8YMv30sXryY8vJy/vjHP3L55ZefyeEKIYQ4x80fm8ig6GCOlde7HU+IDOKl9ONM2no/3nfZA2bcBzmfuAesIpJYn/EzFua957EjXkldCQs3LOT5Wc97BKZUVWXrya0AhOhCqLPXtZTFBcdRb6+nxlZDjc17oqjbxtzGqvxVHkGw6299EM3nj6I2NrrV15nNWG95jI3btIDVrayxwcHqV3OYf9dYCUwJIUQfdPn9P+fzJf/kZHaUK+l5E0W1E697g8vvf78HRyeE6MsCDkr1lJycHEaNGoVO5z7U8ePHt5T7C0rt37+fp59+muXLlxMWFmAyDCGEEKKLjpTVcqy8Ho0CL9+YToPdSXy4a8me9sVx+AxIoUDOcvhVNhzb1rK0zzFoGos/vdQjIAWuHfQUFJ7LfI7Zg2a7lX1z8ht2l+7GqDXy76v+zbHqYy1L9CbETmDe8nk+A1IKCl/kf8Gqq1eRXZbttlywdv2XnGhsRJuQQNLiZ3GUnUIXF0dQejpv/2Eb7QNSbW3+MJeUCXGy454QQvRBl9//cxqtVr758DPysnKx1s8A1clV0euoLCvCFJvQ00MUQvRBvT4oderUKYYOHepxPDo6uqXcF6fTye23386Pf/xjLr300k6d12q1YrW23lhbLBYAbDYbNputU331Js1j78vXIDpPXvdzj7zmPeffu44DMH1oDD8YEdtyXD2yyc+SPQAVLCewH/kGNXlmy9EdRTv85oVSUSmqKyLzZCYToicA0NjYyN+z/g7AtWnXEmOIISYmBmJa+/S1ZK9tnzuLdjLFPKWlndPhpGrlKgDC512CcfLkljbHcyvcl+x5UVNh5diBMpLSTH7ricDJ7/q5SV73c1NveN0VjYaZ1/+YoAsz2fNUGXZ9OMfKR1G1dxNjZl7VY+Pqr3rDay7Ovv7yugc6/l4flAL85rLyV/b888+Tm5vLf/7zn06f89lnn/WauH3t2rWEhIR0ur/eZt26dT09BNED5HU/98hrfva9n60FFAapJaxatarl+IDyrUwJoP3uTWs4sc/S8ji7MTug867buo4SQwkAf//i7+yr3YcePQNPDmRV0Sq3ul3pE0BpbCT1v/9FA2SHh2Ntc311J3VAcId9btmYSUiuPaDzi8DJ7/q5SV73c1NveN0b1AZU+zHQp3OoZgL121dTYDH09LD6rd7wmouzr6+/7nV1dR1Xog8EpWJiYrzOhiovLwdaZ0y1d/ToUR5//HEWL16MwWCgsrIScCU9dzqdVFZWYjQaCQ72fgP96KOPsnDhwpbHFouFQYMGcckllxAREXGaV9VzbDYb69atY+7cuej1sjX3uUJe93OPvOY941BJDYVbt6DTKDy0YA6mkNbnXimIgALfScebTbxgHhPazJSKL47noy8/6rDd3OlzmRA9gbVr17Jdvx2AG0ffyHUTr/Oo25k+p5hbQ2nVq1dTbLOhGziQH/ziF25fDB0/WMGq7JwO+5xxUYbMlOpG8rt+bpLX/dzU2173v254mJCGdIrVMYzhc8Z2cmWK6Fhve83F2dFfXvfm1WYd6fVBqXHjxvHee+9ht9vd8krt3bsXgLFjx3ptd/jwYerr67n//vu5//77PcqjoqK4//77+etf/+q1vdFoxOhlBwm9Xt+n/2E06y/XITpHXvdzj7zmZ9ea70oBuCAtlrhwIxRsackNxbGtHbRWICIJ3dALQdO6q2xGUgbmEDPFdcUoTpVRx1SiaqAiDL4bpKBqFKKDopmcMJmdRTv5ov4LDjYeJFgbzB3j7kCv16M6HNTt2Im9tBRdXBxT0ydjDjFTUlfiNVeVgoI5xExGUgbaNmOpW7sWgMgf/hCdTk9hbiW1FivBYXoObinq8PkJizIyaGSs5JQ6A+R3/dwkr/u5qbe87uoEI2wDS3Aq8ZZDvWJM/VVvec3F2dXXX/dAx97rg1JXX301r732Gp988gkLFixoOb506VKSkpKYNm2a13YTJ07kq6++8jj+wAMPUFVVxRtvvMHAgQPP2LiFEEKcW1RV5fM9hQD8Im4f/PUWPzmkFNwTnjcFaeYvdgtIAWg1Wn6U+iOyP36VW9c5ia1uLSsLhzfnasgaaWHOx3OosFa0lGk0GnYU7yDjoJPiZ57FXtQaNNIlJPDknZdxL2+hoLgFppSmsTyc8bBbQMpRU0PNxq8BKB8+i1WPbfHMIdX+stqZeV2aBKSEEKKfSMoYQ+2mKuyGSOrLEikrOkpswuCeHpYQoo/p9UGpH/7wh8ydO5d77rkHi8XCsGHDeO+991i9ejXLli1Dq3XdMN9xxx0sXbqUvLw8kpOTMZlMzJo1y6M/k8mE3W73WiaEEEJ01cHiag6V1HC5bgfn7XgBn9GZGb+CnI/dA1YRSa6A1OgfeVRXVZVTq1fy0HKnR1lMNTy03Mn/+3EjmSMq3MpqbbW8/+oDJC130D4MZC8uJubpf/HS72/nScNqt0Tq5hAzD2c8zJzkOW5tar76CrWxkfLRc9m9stL7takwce4gcreXuAWswqKMzLwujdRJ8d7bCSGE6HPGxo1lq3MtMIVjteOp3b9FglJCiE7r9UEpgOXLl/O73/2Oxx9/nPLyckaOHMl7773H9ddf31LH4XDgcDhQVT9f0QohhBBnyOfZhWhw8pTxbRSHr/ciBXI+gV9lw7FtrUv7kmd4zJBq9t8j65nz6dHm1u17QwVuXedke5prKV9LmVPllnUO78NQVVAUzK+tZPW6New6lU1pXSlxIXGkx6e7zZBqZln1BSoKB5MuBT95yg/tKOGmp6dTnFdFrcVKaISRxDSTzJASQoh+ZkT0CJZH/ANz4xROMpagIzuB6ztsJ4QQbZ2VoNSwYcOoqKjwmrA8EGFhYSxZsoQlS5b4rPPmm2/y5ptvdtjXhg0bujQGIYQQwhfX0r2TZGgOEO0o9VcTLCdcAamUCzrs16k6+eKz/8cd1b7rKEBsNYw6prI/uTXwM+qY6rbUz8ugsRcVYc3azdRpGX7H4bBYqNm8mUrTMOrt/ndXqqmwUpxXxYARUX7rCSGE6NuCdcGUjarDnA1VwSkYT3za00MSQvRBmrNxkqqqqpbd74QQQoj+Zt9JC0dO1ZGkrQqsQU1xx3WAdQXrqCk8FlDdqBr/j32xl/oLorlUr/8SbDYcg9IC6rPWYu24khBCiD4vZmwK+sZyVI0OzQktqtNzqbkQQvjTJ5bvCSGEEL2Rw6mSmV/OPzcfBmDgoCHgK7d5W2FmP306yCrJori2mL/t+humsMDGUhHm/7Ev2pgYardltuzMFzJlMkpTvsbmXfvKly4FIGryaDjScZ+hEZ671wohhOh/xsSNpdyZC0zjVG0aJSfzMQ9M7elhCSH6EAlKCSGEEF2wOqeQRSv2U1jV0HJsWeEA7glOILi+GO+JzhVXUvPkGV77XF+wnsWZi90SjxcN0mCLCUN/yuK1jQqcCofvBrnnbPpukMKpMIiu8cxF1UwTGkrhI49gL249ny4hAfNjjwJ47Nqn/3wpwVOeoL7Bd36osChXDikhhBD935iYMbwfsZakxmkUKWOI3r9VglJCiE45K8v3hBBCiP5kdU4h9yzLcgtIAVTUO3mw6npUXwEpcO2y5yWR+PqC9SzcsNAtIAXg1MD6If7X4i2dqwVNu7d0jYZdqYrPgBSAs7bWLSAFrp35Tvzqfk786n63gBSA81QZEQU7/I5l5nVpktRcCCHOESOiR7B3SD4AVcFDqD3g/z1CCCHak6CUEEII0QkOp8qiFfu9hp1UYI0zgy80F3kWRiTBdW/B6B956dPB4szFXoNZWofKpDxXjg5NmOeavPB5l3D9XX8lPiTe7fgAfTyzj0e42kWEu/dpNoNe7/0C/exia9cYORU9BgBjiPtk67AoI/PvGkvqpHhvTYUQQvRDBq2BoLQ49NZSVEWL40BlTw9JCNHHyPI9IYQQohMy88s9Zki1pQLBtkrQAlPucC3VCzO7/u9lhhTgyiFV5z35+YU5KgmVUBkCuvf/H6NPBWEvLaWx4Ahlf/s7dZs2M+vJJ5n9kzVknsxk3dZ1zJ0+l7QvD1J66jl0iYkMXbWShj17W/JGqU4Hx267vdPXfnTQD7DrQwitLeTqn6VSEzuOWouV0AjXkj2ZISWEEOeeMbFjaCQXhTjqq+NRnU6U9rN3hRDCh4CDUkePHu3ySZyyC4MQQoh+oqTad0AKQIedqZqDrgeTb4HECR32WVrnfQc8rUPlJ9+43kP/PV3DhZoaQqddCIDqdFK9/kus331H+b/+RfxDDzHFPIUSQwnpEWMoeO23AMTeczfa4GBCp2W09Fv1+coOx9SeTRfCsYE/ACDlyEqouJEB50d1uh8hhBD9y5iYMeyIXMGghhmUKiMpLPiepJSRPT0sIUQfEXBQKiUlpcsnUVUVRZFvT4UQQvR98eFBfsvHKfmEKQ3YDZHozOMC6jMuJM7r8R9kq8RXQUUorJ2k8JM29RSNhrj7/ofj9/6S8mXvEH3rrRDhWq5X9eGHOMrK0A8ciOnqqz361cV5P58/RwddjEMXTFjNceJKd6OLe6DTfQghhOh/xsSM4f+Sn2fQQbAED+bYtxslKCWECFjAQSnVT44JIYQQ4lyRkRJNYmQQRVUNXvNKzdDsA0A79ALP5ONNHE4HWSVZlNaVEhcSR1pkGnqNHpvThuJUGXVMJdaict3XrjN8NkNDTGQiE2MnceJgRcuSuYSLZhE0diwNOTmU/d9rBF90IeHbd1CxZjUAsffcg6LX43SqFOZWtrZLT0eXkIC9uBhVhUrTMKyGCIyNFkyVh1CarkxFodI0jLrg+DazpFahTzATMmVyNz+zQggh+qJhpmGcirWizy7GFmSmcFUhm4v+ScbdN2EI9v9FjhBCBByUys/PP5PjEEIIIfoErUbhiStGc/eyLI8yBZiu2e/6OeVCr+3XF6xnceZitxxSzQGpjINObl3nJLa6tb5DgaoQuDfyYd75/TZqK60tZaEmI1Ov/iWanHuoWLqUiqVLSQScAFotmpAQ8naVsOmDXI92U255jFP/+he5qddgDWpdhmdsqCDt0EcA5A671q1McdpRFQXzY4+iaL3nxxJCCHFu0Wv1XLk3HYfeBMCJ0As5cRAO3LuSlMFHuXjRgz07QCFErxZwUCo5OflMjkMIIYToM+aPTeSCtFg25Za5HR8UoWW64xA4gCEXeLRbX7CehRsWeuyy1xyQemi5Zw5GjQo3fDOOnCoFsLqV1VZa2bBJZWzsBOLLst0bOhzsemYpOWP0uMJl7u02btPCmJ/TfrqX1WgiZ+ydrgftylRFS86YnzMwbhwRHiMVQghxLvryiReIqboeZ7vJwVaDiQNFJnjiBQlMCSF8kt33hBBCiE6yO5zsP2kB4NEfjiQhMoj48CAyNAfQLm2AkFiIH+XWxuF0sDhzsUdACkBxqty6zhWQ8szAqJA77FpXgMhbekYVcoddQ1zZnpZld67DCrmp1/hu13y29mVtc0D6KNv8YS4pE+Jktz0hhDjHNdY3kH90MBhwf/+g6bGqkn90EI31DbKUTwjhVaf26nz33XdZuHAh7733Xqfqv//++10anBBCCNEbbT18ilO1jUSF6Ll9ZgpXThzA9NQYtAWbXRVSLvC4Oc8qyXJbstfWqGMqsdXeY0eVpmGuJXS+NgxRFKxB0VSahnWu3WmoqbBSmFvZ7f0KIYToWzJfWYbV2MF7lDGazFeWnd2BCSH6jICDUidOnODnP/85b731FrNmzQqozezZs3nrrbe48847KS72fiMuhBBC9DWfZxcCrmV8em2bt9L8r13/97J0r7Su1Gd/UTW+z2U1BLZQrn29QNt1Va3F2nElIYQQ/VpdSWW31hNCnHsCDkq9+eabNDQ08PDDD5OYmBhQm8TERB599FFqa2t58803uzpGIYQQotdotDtZva8IgCvGt3k/tNXD8UzXz16SnMeFxPnssyLM9/mMjZaAxtW+XqDtuio0wnhG+xdCCNH7hcSburWeEOLcE3BQau3atWg0Gm655ZZOneCWW25Bo9HwxRdfdHpwQgghRG/zzaEyquptxIYZmTY0prXgWCY4GiEsAWKG4XA62F60nVWHV7G9aDsDwgagVVw71ilOldEFTs7f52R0gZPiCBWHj5UPpspDGBsqQPXMRQWAqmJsqCCyMo8KUxpF8ZOpMKWhb6gC1dHNV+8SFmUkMc10RvoWQgjRd2TcfRNGawfvUdZyMu6+6ewOTAjRZwSc6Hz//v0MHTqU+Pj4Tp0gNjaWoUOHsn///k4PTgghhOhtVuw5CcCl4xLQtk30fWST6/8pF7D+6JcszlzslkNKq2hxqA4yDjq5dZ2T2OrWpg4FtKr3nOSKAkPzV/DdqJ95H5CioLXXsvW8p1w5pJqpTlA0dJDpvEtmXpcmSc6FEEJgCA4iZfBR1y57quqeW6opUJUy+JgkORdC+BTwTCmLxUJMTEzHFb2Ijo6mqqqqS22FEEKI3qLB5mDdPleg6fLxSe6F+a6g1ProBBZuWOiR1Lw5IPXQcicx1e5NmwNSpuuuQ5eQ4FamM5vRXnUToHgEgoyhru+W6sIGYjWa3DttCkiNvWggoSb3pXZhUUbm3zWW+XeN7VJZ6qTOfUElhBCi/1JvH8fh8NfR2yo9yo4Ev4l6+7izPyghRJ8R8EypiIgIKioqunSSyspKIiLObMJVIYQQ4kzblFtGtdVOQkQQU5LbzEqy1sCJHTiAxSWbUfFcxqA4VW5d53T97KVvBaj9+mtS166hftdu7KWl6OLiUEaO57+PbwMcXPLzMQSF6qm1WAmNMGJOjeTNhzdjrbX72PlI4cieMm56ejrFeVUt7RLTTC0BrpQJcRTmVna6TAghhHA4Ha6ZweOKWe/Yy7S8oUTVRjDU8mPshkicWgfPZT7H7EGz0Wq0PT1cIUQvFHBQasiQIezevZvy8nKio6MDPsGpU6c4dOgQkyZN6tIAhRBCiN7i85ale4nuwZlj34LTTlbMIIobTnltO+qY6rZkzxt7URH1u3YTOi2j5diWTw5htzqIGxzO0ElxKG2CTycOVrgCUn7UVFgpzqtiwIgor+UajdKlMiGEECKrJKtlZrBTC1uHHwbg9q8HYmAuaWXprK1bSlZJFlMTpvbkUIUQvVTAy/cuvvhinE4n//jHPzp1gn/84x84nU7mzJnT6cEJIYQQvUWDzcH6/U1L9ya024W2aeleqXmkz/ZRNYGdx15a2vJznaWRvRuOA5BxRYpbQAqg1mINqM9A6wkhhBCdUVpX6vX4zsG7AVANYwmt1/usJ4QQAQel7rnnHvR6PX/84x9ZvXp1QG1Wr17NM888g8Fg4O677+7yIIUQQoie9tWBEmobHQwwBTNpkMm9sCnJeVzSZJ/tK8ICO48uLq7l56zVBdhtTswpESSP9czrGBph9DjmTaD1hBBCiM6IC4nzejx78DH01lKcWgMXHhzjs54QQgQclEpOTuaJJ56gsbGRK664gl/+8pfk5OR4rZuTk8O9997LFVdcgc1m4w9/+APJycndNmghhBDibHE4VbbmneLVr11LEi4dl9A6Y8npgINr4EQWAOmjrsMcYgZcOaRGFzg5f5+T0QVOagwqzqZmKgoVpjSK4idTYUpDRQFFQZeQQFB6OicOVrB3w3G/s6QAEtNMHsnI2wuLcuWCEkIIIbpbenw65hAzSvtsiRqFaq3rvXFYeTrp8ek9MDohRF8QcE4pgEcffZTKykr+/Oc/88orr/DKK68QFRXFkCFDCA0Npba2liNHjrQkRFdVlYceeojf/e53Z2TwQgghxJm0OqeQRSv2U1jV0HJs+a4TTE6OYr5mO6x+GCwnW8q0Sy/nkYybeW/VMm5d53TLIeXE9U1QSewEcoddizWoNVeTsaGCtLyPibnldt7+wzZqK1uX22m0Co0NDq/j02gULliQxupXvX9JBDDzujRJTi6EEOKM0Gq0PJLxCAs3LERBcdvoY0fyLmaemIfDOJryI8eIGzqk5wYqhOi1Ap4p1ey5555jzZo1nH/++aiqSnl5OVlZWWzatImsrCzKy8tRVZXzzz+f1atX8+c///lMjFsIIYQ4o1bnFHLPsiy3gBRAeU0jn737CuqHN7sFpACwFJLxxhIeWu4kpl1S8+aAVM7YO7EaTW5lVqOJnDE/Z+M2rVtACsDpUFnzfznk7SrxOs7USfHMv2usx4ypsCgj8+8aS+qk+ICvWQghhOisOclzeH7W88SHuL/f5Aw8SVBDEU6NnqxXPuqh0QkhertOzZRqNnfuXObOnUthYSFbtmzhxIkTVFdXEx4ezoABA5gxYwaJiYkddySEEEL0Qg6nyqIV+9t839tKwcnj+rdQXYvu3KhOlcJdEU312pWhkDvsWlCB9kvxvCzNa2/zh7mkTIjzOuspdVI8KRPiOHagjC0bM5lxUQaDRsbKDCkhhBBnxZzkOcweNJuskixK60pZkrWEk7UnMegP0kAC5YXBPT1EIUQv1aWgVLPExER+8pOfdFhv//792O12xo8ffzqnE0IIIc6KzPxyjxlSzTI0B0hSyr2W1ZUacNZpPQJSAJWmYW5L9jqrpsJKYW4lA0Z470OjUUhKMxGSaycpzSQBKSGEEGeVVqNlasJUAI5WH+Ufu//BvjHHGHQAKoKHU3wgF/PItB4epRCit+n08r2uuOiii0hPl+R2Qggh+oaSau8BKYB4Kn2W2Ru0PsushojTGRIAtRZrx5WEEEKIHjZ/yHwA1kTvIrT+BKpGx67XlvfwqIQQvdFZCUqBK+m5EEII0RfEhwf5LCvB5LOsLsT3e52x0XI6QwIgNML/TntCCCFEbzAkcggjo0diV+1ojN8DUF4S3sOjEkL0Rqe1fE+IvsJhs5O/MpOaYgth5ghSLstAq5d//kL0Nw6nSmZ+OSXVDcSHB5GREo22aRlbZ8oUXDmhvIWYMp0jOalGk6iUeyzT+3qIjqRwmpKcK64le4YIjI0WHIoeVDWg/FHehEUZSUwzdamtEEIIcbbNGzKPA+UHyB5/jKE5UBGSxqr7nyViSBwZd9+EIdj3F0BCiHOHfCoX/V7OG+v4dnMNVn0kYAAaMK5YwXkzwxh729yeHp4Qopuszilk0Yr9brmgEiODeOKK0QCdKmsbkGofnFLR8KLtap41vO45hvAQNHM13Pz1OHKHXeueQ6olIKXimQa9YzOvS5M8UUIIIfqMeUPmsSRrCRxpRHHaUTU68q3T4CAcuHclKYOPcvGiB3t6mEKIHiZBKdGv5byxjo3fakDnnsvFqotg47cA6yQwJUQ/sDqnkHuWZXnMbCqqauDuZVle2/gra+7n9vOH8EVOkVvAKiEyiHsG1qPkAVoDOBoBKNFq2RlkZEjsBHLG3O7ZaVNAasLFgzm0s4Taytb8UGFRRmZe50r+uumDXK9lqZPi2/cohBBC9FqDwgdxTc55xFZfj9ruOxWrwcSBIhM88YIEpoQ4x0lQSvRbDpudbzfXuAJS3rZfV1W+3VzDqJvsspRPiD7M4VRZtGK/16V2/rIZdpTpUAG+yCli429ms7OgonXZX1QN2r9/5Kp048egaKCmmHVV++HQx8w+sqCpA2+zmhTyskq46enpFOdVUWuxEhrhWpbXPAsqZUIchbmVXsuEEEKIvqKxvoGksvk0GvB5L55/dBCN9Q2ylE+Ic5h8Ehf9Vv7KzKYlez4oClZ9JPkrMxl21YyzNzAhRLfKzC93m8nUXVSgsKqBnQUVTE+NaS34zyJw2iDlQhh6Ucvh1at+RqIlFUNjmN/VeTUVVorzqhgwIspruUaj+CwTQggh+orMV5bRaBzqu4KiYDVGk/nKMmY++POzNzAhRK8ScFDqrbfe6vJJrFbZwlqcfTXFFlw5pAKpJ4Toq0qquz8g5bP/8nzY/Y7r59m/azlcVFvE7tLdDLNNDqjPWou8LwohhOjf6koqu7WeEKJ/Cjgodeutt6J0cccgVVW73FaIrgozRwAdf1h11RNC9FXx4Wd2yr9b/1//GZx2SL0YBp/XcnjNkTUAjAgKbIZTaISxW8cohBBC9DYh8SaoCLCeEOKcFXBQavDgwRJYEn1KymUZGFeswOotpxSAqmK0W0i57EKffTTWN5D5yjLqSioJiTe5bV/rsFrJf+cjaooqCUswkXLjtWiN8kFTiDPN4VTJzC9vyfFU22ALqJ0GJxmaA8RTSQkmMp0jcaLxWaaiISEyiIzkSMjfBEV7YPe7rs5mP9Y0FgdZJVm8f+B9AC6uaKSgoQKr0eQjp5QrcXlimum0ngMhhBCit8u4+yYO3LsSq8Hk+168sYKMu28662MTQvQeAQeljhw5cgaHIUT30+p1nDczrGmXvXZUV4rj82aG+Uxy/uUTL5B/dDDW5rXwFa3b15rDg/h2XzxWYxKQBEfBuOlzzhtTwthf33NmLkgIweqcQhat2O8zh5RrfzvPx/M0mTyhf4skpbyl7KQazSLbzQBey56y3cxd6UPRvjgOLCdbO9UZwXKS9QXrWZy5mOK64pYi55dfk2Y7Rc7YO31ew8zr0iRxuRBCiH7PEBxEyuCjrl32VNU9MNV0L54y+JgkORfiHCeJzkW/9k3kV2jt5+HQh7kXKAoO6wa2RDsYy1yPdl8+8QIHisZ7pKRq3r72QBFeyzbmmuAvL0tgSogzYHVOIfcsy/K5a97PL0hh5Z5Ct4BVQmQQL6UfZ+LWJajtWiYo5bxi+CvguRNfglLOy4a/omz1ciK7lfWf38VCc6xbO3O5yuBCBw4lG12YE3uN1q1ZWJSRmdelkTopPqDrFUIIIfo69fZxHP7b64wo/wk2Q+sSd8VpIy/yLUbcfnsPjk4I0RtIUEr0W42NVvbt3MMI/Rw09nr2xr5OuDWMAZWpaI0XEMRYPip6ilsbH8dgaF1211jfQP7Rwa6gk4/ta1t+9lL27b44RlmtspRPiG7kcKosWrHfZ0BKAVbuKWTjb2azs6CiZWlfRnKka6YTqseGeJp27X2VeYwFWBxjQm33re+M71yjyx6WgL1Gi6LAD+8eh63RQWiEa8mezJASQghxrnA4Ha4ZxeOKWe/Yy7S8oaSWDiVMcwWKaufL0TnsyXyO2YNmo9VoO+5QCNEv+bvvFqJP+2zjq6QWpgOg2veyaVQuqybuYtl5n6GzWbAZY5meM53PNr7q1i7zlWVYjVE+88GgKH7LrMZo8t/5qDsvRYhzXmZ+uc8le+Ca6VRY1cDOggqmp8Zw5cQBTE+NQXtsq/vSu26QFWSkWKfz+Dsw4zsnAIeGuHbgi0jVkjIhjuFTExgwIkoCUkIIIc4pWSVZLUvcnVrYOvww7533JVp7PU5dCGOPDaCoroiskqweHqkQoidJUEr0WyUVBQQxCYCD8a1vdvVBdkoN6wAYWDOP0rICt3bdsS1tTdHp9yGEaFVS3fFOml7r1RR7r3gaSrWe3+YOKFNJLgWbBnQaVzBcP7y+288thBBC9BWldaUexxxaFcV2CIDRRcN81hNCnDtk+Z7otxKOxFFsiERrr2PT8INuZf+etIU7v70YmzGauO3xbC76Z8sOe0Gm0IC2r/UnOCaMzS/80+uufV1VX1vLyn/8jfqyGoJjw7jsl/cRHBp6egMVoo+IDw/s9yc+VO/aKa+mGMLMEBrX7WOJczhaflacKqOOqczf6ZoltSstCZM1AYdiZ/D46G4/txBCCNFXxIV4fw8uDcklSh1HTF0asMFnPSHEuUGCUqLfCj45AACHPRub3ulW1mC0Uxi0lljndZTWTqb0YNOkwQpQHFbQ4rlLSDNfOaWaynT2ejZ9G+5aAtjUZ/OufRcverBL1/LO7x6ntnACNkMGABYLvH3fakITs7nxj091qU8h+pKMlGgSI4P87rq3IGw35634tftyPWNEt48lvcGK2W4n+ZCGW9c7ia1uLQt3pFMDlMQcJmOw7x34hBBCiP4uPT4dc4iZkroSt81G9ice4vyT4DQMI0mfQHp8eg+OUgjR02T5nuiXHFYbJ2oiAdhv9rJOXVWpMdQ0BZ7cfw1UrbE18KSqHu28/tz8WFGw64KxGkxuRa5d+8bz5RMvdPpa3vnd41SWXYRN796nTW+isuwi3vnd453uU4i+RqtRuHdWqtcyBZinyeRZ+59R2uePslra1WzfsvNlWhSe3FnLQ586iWkTkFKBymjXjfW0GL0kbRVCCHFO02q0PJLxCABKm/fSnEEn0NprcWqDuKVUkpwLca6ToJTolw6v+BabLgy9rYbdqQc8yjVOheGWq/32obXXoLdVuh3T2yo4HPY6h8Ne9yjT2SrB6fCeCL3pcf7RQTTWB5YbB1xL9moLJ7j10b7P2sLx1NfWBtynEH1V9vEqAAw697eupAg9L0S+j+Jzbz4gOBoiEt2PRSTBdW+7/utEmRqWiDk7CXAPV9WEDaQ+xIzG0ciwFR+itlnmJ4QQQpyL5iTP4flZzxMfEt9yTNWAYssFIHy/n/duIcQ5QZbviX7p+80FQBLRjTuwGDVE6iP5n7hrKLMc56SunrLM4zQaonx3oCg49OHsMr2IqlWJqoukIqSKbamHcTZ9mdO8tW1zmeJUGF/xK799Wo3RZL6yjJkP/jyg61j5j7+1LNnz1afNEM3Kf/yNa377SEB9CtEXHS6tYXnWcQDeu/M8Gu1OSqobiA8PIkPZh/atIv8d1JfDNf8GjbY131TyDNdjgJGXQcGWgMrqinXY/3m7x9yq4njXrnsx5fvg5FHqduwkdJqf318hhBDiHDAneQ6zB80mqySLnNIcns96ntLQQ0Q5J1JdJ/kXhTjXSVBK9Dv2Bisnakygg8L4nQDMHzqf6897wFXutPP0xrsD6stkjWDVxF1ey5q3tm126e5JAfXZmd396stqurWeEH3Vi1/m4lTh4pHxTE5uF1DeWxJYJ3VlMO4a72UaLaRcEFCZfd9KjyoqUBLnWrpnLnH93bGXym5CQgghBLiW8k1NmMoU8xTe3P8mewbkctExqAoaQl1lFSGmyJ4eohCih8jyPdHvHPpsKzZdCIbGKt4feQSAeUPmtZTrNDqGxg8MqK+KkKqAzxto3ZB4U8B9BseGdWs9Ifqi3OJq/p3tyhX14NzhnhXCzIF1FGi9DmjjYj2OVYcn0xAci8ZhJeZUDgC6ONlNSAghhGhLURSmJkzlu6RC9LZqnFoju5d92tPDEkL0IJkpJfqNxvoGMl9ZRn62FoKSMdl2YDFoiAuO89jV49r7fsPb9612JQ/3sYue3lbBttTDXspcsyLaN9uWepgphRV++zQ2VjDxlmvY/MI/qSupJCTeRMbdN2EI9r7d/WW/vC+gcf7gttv5+E+LqS+rITg2jMt+eR/BoaFe+xSiL3A4VTLzyympbuC9zKOoKswbY2bsgEhX7ra2S+0GZoAhDBp9zRhUXDmikmd0y9gKhgRTHk5TknOFStMwCgbNASDm1F60qh1dQgIhUyZ3y/mEEEKI/iQjIYM1R9agseeCPp3S7JMdNxJC9FsSlBL9wpdPvED+0cFYjUOhKb5Tbsjgkr35xF033mNXj+DQUIITd2Mrm9Wya16Lpl31DkYvb8kf1UxBQVVcUan2zZxaOBj1CUNr7vAsbBJmO877D33pGidABRy4dyUpg49y8aIHPeoHh4YSmphNZdlFPq9da8/n44eVltxTFgu8fd9qQhOzufGPT/lsJ0RvtTqnkEUr9lNY5b4pwNQh0bD/P7D6YWi7y15HASmA+Ytbc0Sd7viOrWP/HA03bxpH7rBrsQa1LiesNI2kJHYCkx67DUUruwkJIYQQ7U1NmArAifBcYu3p1DTE9PCIhBA9SZbviT7vyyde4EDReKwGk9txuy6ModV3MOw/Nq/tzHdewOFwz1309LYKDoe/jvZHAzGHuC/3MYeYeWHWC9yS+jgap/v5cOpZO36v1z41jkZQFE6FjvMYp9Vg4kDReL584gWv47zxj09haDzlcVxx2kBRaAhOd82kasOmN1FZdhHv/O5xr30K0VutzinknmVZHgEpgB1fLEX98Gb3gBS0BqRSZrlmRLUVkQTXvQWjf9Qt41NVlTVH1hBhn0DOmDuxGk1u5TZ9KDljfk5p3MRuOZ8QQgjR3wyJGEJccBzZA1078FmCh2ApLevhUQkheorMlBJ9WmN9A/lHB4MBz5lJigKqSuWJUTTWN7gtkXM4Hfxp+58oHlfssYte8w57CcWlrLp6Fdll2ZTWlRIX4loGqNVomZMM90+/mnezN3DUUsTgiAR+MmY6P/h4FmvH7fXoc9fAfG7P+hNOrcHzIprGmX90kMc4Afb9ZzWNxlhwOmiMWUGsI4Lg2DAmXfZD1vy1CFWr99lnbeF46mtr0Rm8nFeIXsbhVFm0Yj/eNofW4ORx/VuoqB673rU4lQu/yoZj27zvotcN9pTtobi6kB+X34VDh/e/O8DmD3NJmRCHRuNztEIIIcQ5SVEUMhIzWFn7OfO/r8RmMJG9bDkXPPiLnh6aEKIHSFBK9GmZryxrXQrnjaJgNUaT+coyZj7485bDWSVZFNcVA5676DUrqisiuyy7ZYpxewadjlsnz2l5vL1oOw2OBq99Tv9+qPeAVAfjBDi0Yidop6OzHmDWr+9iTMwYAD7+02JUrZ/t5hUFmyGalf/4G1c++JDvekL0Epn55V5nSAFkaA6QpJT778BywhWQ8rWLXjdYnb+aWfuH4tBH+a1XU2GlMLeSASP81xNCCCHORRkJGaw8vBLFcQiYQvk+mSklxLlKlu+JPq2upLJL9UrrAtuqPdB6HdWNqgtsm1tv11PemAzAychsRkaNbDleX+Yrh467QOsJ0dNKqr0HpADiqQysk5ri7hmMF07Vybr8NVywPzyg+rUW6xkbixBCCNGXNX/peyzyewCqG2XHWiHOVX0iKFVTU8MDDzxAUlISQUFBTJw4kffff7/DduvXr2fu3LkkJSVhNBqJj4/nBz/4AatWrToLoxZnQ0i8qUv14kICe+MLtF5HdStCqgLqo/04sz/6D3XBSShOG5aZOreE7cGxYQH1GWg9IXpafLj3XSgBSjAF1kmYueM6XbSrZBdDs4pJOmUJqH5ohPGMjUUIIYToywaGDSQxNJFdzXmlgpKpOCG78AlxLuoTQakf//jHLF26lCeeeIIvvviCqVOn8tOf/pR3333Xb7tTp04xZswYXnjhBdauXcurr76KXq/nsssuY9myZWdp9OJMyrj7JozWipYd8zyoKkZrORl33+R2OD0+HXOIGcVHdhoFhYSQBNLj0wMei78+t6UeRt/Y+XEeWZMDgNZ6gMljZ7qVXfbL+zrsU99YzmW/vC/gaxDibHI4VbbmneLfu0+wNe8UEweZCNZ7f1vKdI7kpBrtNd+UiwIRA3AMmsb2ou2sOryK7UXbcTgdLTXstkayvniLjf96mqwv3sJua+xc2T//l5u+cmKqPESw3vsGCs3CoowkppkCfCaEEEKIc4uiKExNmMqRuFPoradQNTo2/uENNr/wTxrrfc+cFmeO06ly4mAF328v4sTBCpxO33ddPamvjFMErtfnlFq1ahXr1q3j3Xff5ac//SkAs2fPpqCggN/85jcsWLAArY9ttxcsWMCCBQvcjl1++eWkpKTwf//3f9x0001e24m+wxAcRMrgoxwoMnkWNgVrUgYf80gertVoeSTjERZuWIiCgtrmo25zUOnhjIfdZiZ1xF+fTi0cjP6EodV3uMbVNjmyj3E67HbK7Smgg/yoLG5LeMztfMGhoYQmZlNZdpHPPkMT9xAceg02m/8P0EKcbatzClm0Yr9bDqkgvYYGm9NrfRUNT9lu5mXDX72Uuv7tr8/4GYs/vbQlXxy4dsx8JOMRgjbvRrPkDaIsToKbyjIjnsN5/20AAZX9sKnMiUr84MMU5I3weX0zr0uTJOdCCCGEH9MSp9HwWT4OnWtW/wnDdE4chAP3riRl8FEuXvRgD4/w3JG3q4RNH+RSW9maeiDUZOSCBWmkTorvwZG56yvjFJ3T62dKffrpp4SFhXHttde6Hb/ttts4efIk27Zt61R/er0ek8mETtfr43EiQOrt49A3HPE4rrdVcDj8ddTbx3ltNyd5Ds/Pep74EPc/YOYQM8/Pep45yXO8tvPHV5+h+lDWjtvL4fDX0dsq218Bx4Le8hhn9gf/pi7IjOK0sXvsUdKi0jzOd+Mfn8IUu9GjT53Ngil2Izf+8alOX4MQZ9rqnELuWZblkdS8OSA1d1Q8iZHugeSEyCDuuHi897mNEUmsn/MwC/PecwtIAZTUlfDeq/cT/b+vY7K4B7wiLU6i//f1TpcpQPDKzNYHbYRFGZl/11i5MRJCCCE6oHnzO4ZW34FT474ZkNVg4kDReL584oUeGtm5JW9XCatfzXEL9ADUVlpZ/WoOebtKemhk7vrKOEXn9frITE5ODqNGjfIIIo0fP76lfMaMGX77cDqdOJ1OSkpKePXVV/n+++957rnnztiYxdnjcDr4+5d/4hKja3e5Iv27NOoaqQipYlvqYVStwp7M55g9aLbXWU9zkucwe9BsskqyKK0rJS4kjvT49E7NkAqkz/Ex47noo4tYO24v6x17mZY3lKiaSFKrf4TNEE10XSzPtRvn0f8eBP15aKz7GD1sEhrFewz5xj8+RX1tLR//7S/UHxiKLWgAcdocfiwBKdELOZwqi1bs97MMD3JOWtj4m9nsLKigpLqB+PAgMoZEoX1jnqtCxl0w6gpXUvMwM45B01j86aVusxNbOJ3cus4VVGof0NJAS4vOlKmKhiPJrnlT036UTOLQaGotVkIjXEv2ZIaUEEII4V9jfQNFx4eBAffZ/jQ9VlXyjw6isb7BY8WD6D5Op8qmD3L91tn8YS4pE+J69P6mr4xTdE2vD0qdOnWKoUOHehyPjo5uKe/IpZdeypo1awCIiIjggw8+4LLLLvPbxmq1YrW2RmEtFldiW5vN1qeXQjWPvS9fQ1s7incwak8iqkaPoaGIz6Z9C25/iFSK6orIPJnJFPMUn/1MjJkIMa6fnQ4nTof3JUSd0bbPHcU7qLXVuvrXwtbhhwH44W6V5PrbiFBnYy3+umWcDrudckcq6OFw9C7S4+b5fc10BgMLFj7Kc7/+FdGN11HVOMStfn973UXHeutrvi2/3GOGVHuFVQ1kHi5lWko0EAGAmrsWjmei6oKxT/+VW0LzHUU7PGZINRt1TCW22ve5/N22+CorTDiPhuBYDI0W7I2biB96I+BaeuBw2HE4fDQ8C3rr6y7OHHnNz03yup+b+tPrnvnyW1iNw3xXUBSsxmgyX36LaffddvYG1suc6df8ZG6lx8yj9moqrBw7UEZSD+bK7Cvj7C795Xc90PH3+qAUuBLhdaWs2d/+9jcqKyspLCxk2bJlLFiwgKVLl7bkqPLm2WefZdGiRR7H165dS0hISGAD78XWrVvX00PoFtmN2QypSMceDFX6Xe0CUq3WbV1HiaHnpnRmN2Z7Pb56/G7u23iCxqAB/Ch7FuvMrnHasvZTHzQNjcPK1yP2kXbwQlYd6njXyOMja4jZ7aAueACf/flFDGPc3+z7y+suAtfbXvOdZQrQ8UzEtZu2ceq7prlKqsqF3z9JFJAXPYt9X+90q+vr9wsgquY0BuuFU9G1zJJKLljDdzusFBPVvSfpBr3tdRdnnrzm5yZ53c9N/eF1t+cdB/wEpZoU5x2XndM5c6953UkdtGTU9G3LxkxCcu1nZAyB6Cvj7G59/Xe9rq4uoHq9PigVExPjdTZUeXk50Dpjyp+0tNZcPD/60Y/44Q9/yC9/+UsWLFiARuN9SdSjjz7KwoULWx5bLBYGDRrEJZdcQkRERGcvo9ew2WysW7eOuXPnotfre3o4py0mC/YYXX+gtg3Z5bPe3Olz/c6UOtPii+P56MuPPI6rGjgQ+wVDa35OKLMZH1/L7BmX8vln+8AI2HIIiorglstvCSgA6zjsoHTbd9iDx2I43MClv7kU6H+vu+hYb33NY/LLeSt3R4f1LrlgWtNMKVC+X41udz6qPpTkG14gOTTWra6v3y+AirDTH3NbJxOnYw2KxmCtJKlwM1HTFjJx3qXde5LT0Ftfd3HmyGt+bpLX/dzUn173bXnFFH3fcT1z6kCmXdp73mfPtjP9mp/MreTz7L0d1ptxUUaPz5TqC+PsLv3ld715tVlHen1Qaty4cbz33nvY7Xa3vFJ797r+UY4dO7bTfWZkZLB69WpKS0sxm81e6xiNRoxGo8dxvV7fp/9hNOsv1xG0Kh9VMx5Dw0kODPRcvqOgYA4xk5GUcVp5ok5XRlIG5hAzJXUlHnlv1o7Zw682HqUxaDA1b+5i2843KNWMAeBQ9C4yEjIwGAzeuvUwfcB0/mZ6jAHWsZTbU9AoCto2vzf95XUXgettr/n0Ya4k5oVVDWhwkqE5QDyVlGAi0zkSFQ0JkUFMHxqD9thWqC6Cr/4IgDLtF+hNidhtjexZ/z7VhUcJTxxM2sz56DV6bE4bilNl1DGVqBpXQOpYtIpNA3onqChUmoZhNURgbLRgqjxE28xRHZU1GKM4PORyAJILVmMJV8mYdyO6XvT8Nuttr7s48+Q1PzfJ635u6g+ve8Y9N3Pg3pVYDSbPnFIAqoqxsYKpv7iRxqxd2EtL0cXFETJlMoqPndf7s/avudOpUphb6TWnZWfKzENMaHUKDrvvbJ+hkQYGDI+hOK+q0+frqvZ9RieGo9EoOJ1+xmky+h1nX9TXf9cDHXuvD0pdffXVvPbaa3zyyScsWLCg5fjSpUtJSkpi2rRpnepPVVU2btyIyWQiJiamu4crzrLDR4wQDBWGLI8ypSkjzMMZD/doQApAq9HySMYjLNywEAXFPTClUciJ+4Lh1XdRaDiPwu8VaPr9HVH5E/RrdsJFgZ0nMSyRgxNLGbjVRl1QAns+XMGkG67u/gsSoou0GoXHLx/NZ++9whP6t0hSylvKTqrRPGW7mbvSh6J9cRxYTrZpqUDscDa/8xc0S94gyuJsmcR9IPxZJs11zXq9dZ3TLYeUXQM6J5TETiB32LVYg1qX2hkbKkg75Jph1ZkyVAd6Wy3OX92KTh9YwFgIIYQQrQzBQaQMPsqBIhOoqtfAVNqhTyiY+zyOioqWY7qEBMyPPUrEJZecxdH2Lnm7Stj0Qa5bjqVQk5ELFrhWB3WmTKNTcNpVQHV9F9f2dWh6Xew2J2//bgt1VY2dOl9XdyL2dn2KRkH1E5BqGjDLfr+F2krPccquyL1brw9K/fCHP2Tu3Lncc889WCwWhg0bxnvvvcfq1atZtmwZ2qZI+R133MHSpUvJy8sjOTkZgCuvvJIJEyYwceJEYmJiOHnyJG+++SYbN27kH//4h8eOfqJvqf7+e8qCXGvRtw3K8yg3h5h5OONh5iTPOdtD82pO8hyen/U8izMXeyRlnqgdSp2XN2Sb3oTt1MV8+cQLXLzowYDOM27EFLQb9mMPnkDBl99JUEr0OgOK1vGy/q8exxOUcl42/BVlq7dWKpv/7xGi/xvqURJVDQ8t9745QXNAKmfsnbTfnM9qNLmOu7oPuAw07B9zO/NHj/N6TiGEEEJ0TL19HIf/9jojyn+CzeCen9HQUEhc6W7a7x1iLy7mxP0PwJK/npOBqbxdJax+NcfjeG2l1evxjsqaA1LxRTuoMg1z+xLO0GjBrjFgrfPM5RTI+ebfNbbTwSBf19cckBo1I5Gj+8vdAlbB4XqsdXa3YFR3jEWcPX0iKrN8+XJ+97vf8fjjj1NeXs7IkSN57733uP7661vqOBwOHA4Hqtr66eH888/n448/5u9//zsWiwWTycSUKVP4/PPPO9x9T/R+B976HFWZSGjdMb4flA/A4gsWo6AQFxJHenx6j8+Qam9O8hxmD5pNVkkWJXUlvLbnNfLL87AXT3FtidteF7bEnZowla+jP2Bw/QTKHUNx2PtPsj/R96kOO4lbXJtItJ9N7T3Dn4vdCZpMV0Cq/XepGtoutGt3PhRyh13r+e0f7R63bxhAmWw9LIQQQnSNw+lwfVE7rpj1jr1MyxtKVF0kNUEOhlfcDMFJlJtGEFN50L1h05e4xc88S/jFF59TS/mcTpVNH+R2f8cqVJlSmf7t41SZUltSGURW5rFl+tM0qkHel1h2oLP3SYFc37Hvyrnp6eluS/TMqZG89eg31Ff73ulN7tl6tz4RlAoLC2PJkiUsWbLEZ50333yTN9980+3Yb3/7W37729+e4dGJnpJ3LBSCoV57ABSVMTFjuGxo7w82ajVapiZMBSAmOIZ//f1ZGo1+du9q3hL3lWXMfPDnHfafkZDB/474A7fsbKQ+KJ7d73zC+Bt+3F3DF+K0bN+4kgy1zDPQ04E9VaF+d9Lz1V1lu2/9ulNNhZXC3EoGjOh9u+8JIYQQvVlWSVbLygGnFrYOP9xSFrnnGwbUziI/5XKidx30fI9XVexFRdTt2EnotIyzN+geVphb6TZDqNsoCtagaKpMqURVtgaFKkxpNBoju9xtZ++TArm+mgorxXlVbn2eOFjhNyDVlbGIs8vfF9NC9FqW/fs4FZQKwJqhrj+e84fM78khdcm0hGmkNCQFVLeupDKgenEhccSZB4DNNfX16EbPpY1C9ASnU+W/O/Z0qW21tWvfoVgNZ3a31FrLGbg5FEIIIfq50rpSn2UWZS0aRyOWyKGUR4/2Wc9e6ruP/uhM33O0v2fqjnuozow50Lrt63W1neg9JCgl+qTv3l4NioawuiMcGuTaT/aSIX1vXbmiKAw3Dwmobki8KeB+MxIyyIvZBUC5OkyW8IleYVVOIbsrO16C6k24sWv/ho2NgW1F21WhEZ67tAohhBDCv7iQOJ9lpRHVDDj5NQCHh1zumdqxiS7Odx/90Zm+52h/z9Qd91CdGXOgddvX62o70Xv0ieV74tzisNnJX5lJTbGFMHMEKZdloNW7/qk6rFby3/mI7woTIAhqtAdQFJXxceNJCgtsxlFvc8V99/PmL1di05v8bombcfdNAfc5NXEqjw9fTuqOBhqMsXz52+exO61syysm456bA8pNJUR3cDhVMvPLKbI08Oc1ByhyjqTaEE94Y0mn+hkfWUtmWCSmGgDFtSyvKeeBqfIQbbNKtS3TN1SB6gCl+3NOhEW5thoWQgghROekx6djDjFTUlfivis18N0ghfAv1qFNuoDqiGQKBl9CUMOplvd8BRVNZCTGCRM49NkWr58Z+gOnU+VkbiV1J3WczK0kdmAEGq2C09HRLnSdpKoYrRVN91OtTJWHMDZUYDWaupRTKiTCgDk1khMHK1ryPyWmmVryOjmdqmvJXlOZMVzfnE7Xp7AoIwlDw6ndlom9tBRdXBwJ6emEmox+l/4ZgrUkDOv6UkRxZvWf31rRL+S8sY5vN9dg1UfiyvzdgHHFCs6bGQanDvHtvnisxiRoiqnolelcsvc4E2/ve0v3mhmCg4hO2k9x6QzPLXGb/iqnDD7WqUDSVPNU6oPsaBuP4wwexhHbdACKvocD964kZfDRgHfzE6KrVucUsmjFfgqrGlqOKWjYP+5hpu18yEsLBfeU5a13JTqNgm1KLaU5M8gddq1bnihjQwVphz4C8ChDdYLSnAq9e5NbzrwuTRJmCiGEEF2g1Wh5JOMRFm5YiILiFphSNQpvz6pj3sH9lMVP4vDQK1vK2r7nb7p3JVaDifafGcbeNvfsXswZkLerhE0f5DYFWoL5PHtvm4CU6rmBi6q23uZ0tgxIO/QxSrvgoIJK2qGPyBlzp/fPKIqrli+NDXbefmwLdZbWXfFCTUYuWJAG0Ob6ms7XQUAKYPLwOg7PnYu9qKjlmC4hgSm3PMbGbb6/gGysd7DhnYPMumEEWp0sFutt5BURvUbOG+vY+K0Gq67demZdBBu/1bAxd3jTG08rmz6CodV3MHzFqbM40u5nunM6h8NfR2+rdDuut1VwOPx11Ns7t/V8THAMP87JwNaUd6stq8HEgaLxfPnEC6czZCH8Wp1TyD3LstwCUuC6F/roW9eSW1ewqI2IJLjubdd/EYkeZacibyBnzJ2ub+zasBpN5Iy9k5yxnmXNAamxFw0k1OQ+bTssysj8u8Yy/66xXSqTrYWFEEKIrpuTPIfnZz1PfIjn+2lV9DTK4iZ6RCmsRhM5Y+503Q/o3We+NH9myHlj3Zkc9hmXt6uE1a/meMz8aQ5ImQu/xWitdCszWisYm/MaY3Ne63zZvtdIm5WGLiHBrUwXH0+Ceoyx+3y1+ycXTXN43CeFRhowhuiwNzrdAlIAtZVWVr+a4/X6ml/qsRcN8HrvddE0B9o/3e8WkAKwFxej/dP9XscSFmVk1PmJKAoc2FLIf5bspr7GfUyi58lMKdErOGx2vt1cA7oI79u2N/+V8lG298BAplitaI19b62wry1xK0Kq2JZ6GFWrsCfzOWYPmo1WE9gSpMb6BgaWXUqjwUth03OWf3QQjfUNspRPdDuHU2XRiv1ec0DosPMr7XIAnD94HM3AKVBTDGFmSJ4Bzf/GR14GBVtaymqiRlG2cCPo8f53oOVnbyNSOLKnzGML4bZTyFMmxLlNIQ+0TAghhBBdNyd5DrMHzSarJIvSulKCdcH87uvHyDh2mfeZOAF8Lvh2cw2jbrL3yaV8TqfKpg9yfVdQoTJqBNO/fZwqU6pbKoPmmU5xZXs80hx0VFa7uZjUtWuo37W7ZVlc8KSJ5M2ZS3xJtvd2CuiWPsPP1q2j6HB1y32SOTWSt3+3pcvPgbd7toSh4a4ZUt6mUjXN4jJ6GUvzPVtqejxrXsvhZG4lHz+3k8t/OZ6ohNAuj1F0r773myr6pfyVmR7fdrjxt45ZUbAao8l/5yOG3R543qXewt+WuC4qRXVFZJVkMTVhakB9Zr6yjEbjUN8Vmp6zzFeWMfPBn3dx5EJ4l5lf7jFDqtlPtJsYrCmlVI3gcNw1TEsZ5L0TjRZSLmh5uO7JRdgMF3ivGwBvWwi7nU6jdKlMCCGEEKdHq9G63eP+TH81zkY/77sdfS7QR5K/MpNhV83oxlGeHYW5lX5zI6EoWIOiqTKlElXpPXiloHa6zF5URP2u3YROy2g5VrstE3tJie92qqtdQ1YWA9q0O3Gwgrqqrs9G8nbPVrst02OGlPtYVK9jaZY8Joaf/HYyq17ag6W0no+f28n8O8cyaHR0l8cpuo8s3xO9Qk3x6e/uUFNUefoD6QH+tsTtSj2AupLKbq0nRGeUVHsPSBmwcZ/uUwBetl9JUUNgb0E1VacwfnOo44odkK2AhRBCiN7vfI1n+onO6o7PFj0h0HsVqyGi40qdZC8t9fs40Hbdcb/Vvo+ujqWtmKQwrnl4CompkTTW21nx92xyNh4/rXGK7iFBKdErhJlP/w9rWILp9AfSA/xtiduVegAh8aZurSdEZ8SHe18Sep12AwOVMopVE+84LvZZr71v/v57TNVVpz0u2QpYCCGE6P1i4mNPu4/u+GzREwK9VzE2dn/QTRcX5/dxoO26436rfR9dHUt7weEGrnxgEiPOS0B1qmx873u+/uB7nA5nl8cqTp8s3xO9QsplGRhXrHAlOfc2JdfX2vGmMmNjBSk3XntmB3mG+NsSF0BBwRxiJj0+PeA+M+6+iQPNO5L4fM4qmXjLNWx+4Z/UlVQSEm8i4+6bJMeUOG0ZKdEkRgZRVNWAgpMMzQGSKONB3ccAvGS/kujICCYnR7K9aDuldaXEhcSRHp/ekjfNbmtkz/r3qcw/SOwHGwhuVNDpG7DbuvbvMyzKlVdACCGEEL1b4vnnE/LRv6m1m1C8JYv097kA0NrrGXzJDA59toWaYgth5ghSLsvolTmmnE7VLW9lSJQRRePaPNgrVcVorcBUefozyFsoCjqzGePEcWzf9TqllqPERQxm0sQb0CUkYC8u9rktnjY6muBJE13L65pyUSWkpxNqMvpfhuhHWJQrh1TbPp0Oe4fb82ljYz3GEjJlMorWPSevVq/h4ltGEZUQwrefHWbvV8epKqnjkp+PxRjc+/6NnAvkWRe9glav47yZYWz8Fu9bjrb92UvZeWNK+2SSc/C/JW7zG/HDGQ8HnOQcwBAcRMrgoxwoMvnYwlVBUR28/9CXWJtzT1XAgXtXkjL4KBcverA7Lk2co7QahSeuGM2n777CE/q3SFLKW8ocqsIpNYIfzyzn0k/nt+RTAzCHmHkk4xGCNu9Gs+QNoixOgpvbKSoJySc4fqhrU/pnXpcmycmFEEKIPkCj03HhJUF8sQpUVLfAlIrquq1V8XmP69AF869f/ReHLggwAA0YV6zgvJlhjL1t7lm+Gt/ydpWw6YNct+BNa0BKdV2jl889aYc+bklc3tqwXQL4tp+fOioDiq8ewT3vTKVY23o+864XePLqmcS8UuwzIOSwWDh00SwcFRUtx3QJCUy55TE2bgv8s0tbk4fXuZKa+8oh5WMszupqDs3+AY5Trbuy6xISMD/2KBGXXNKuC4XJ84dgig9h/Rv7ObqvnE/+5EqAHhEb3L5rcYbJ8j3Ra2yJ3kCJ/n2Pbz30tgoOh73O4bDX0dsqvZZ9Me30p/n2JF9b4ppDzDw/63nmJM/pdJ/q7eM4HO75nOns1eCw0xAU65pJ1YbVYOJA0Xi+fOKFTp9PiLbma7bziuGvJFDudlyjqFxpep23Dz/lFpACKKkr4b1X7yf6f1/HZHH/ilCjgm7ddwAo7YJLYVFG5t81lvl3jfW6FfD8u8aSOslzu2khhBBC9E7Lo+pYO/xf1Boq3Y7XGCpZM/xfJGv+hrGxwq3M2FhBdI3rXsEVkGpl1UWw8VsNOW+sO6PjDlTerhJWv5rjMZuoOSCVdGITRmulW5nRWsHYfa8xfM4odAkJbmU6s5kBLy5hwItL0JnNnSo7dfeF3Bu5meJ2kYESDdwbuZlTd1/otZ1uwACw290CUgD24mK0f7qfi6Y5fN6X+bpnu2iaA+2f7vcZkIq65RYvY4lHGxODarW6BaSax3Li/gewrF3rtb/U9Hiu/nU6oZEGKgpr+WjxDk4eqvRaV5w5MlNK9AqNjVbeK/uMyYaJYAd9QzF5UV9QEVLFttTDODWuaPh6516m5Q0lqi6ypcyhAc33x7h/+tUYdH33n3T7LXHbL2fqDIfTweLMxRSPK2a9w/052z7kMHd/+zR2TZjPrXTzjw6isb5BlvKJrnE6UFc/jAq0n5zkBJ6LMaG2/3YTwOnk1nWuYFT7OU12XTDHBv0AgB/8LI3w6FCP7X4BUibEuU2Db1smhBBCiN6v0W7n7dwXcUZXciR6L4mWVEJsEdTpLRRG5KHiZMkUByuP3MnR0vHU2KIJ05czODGHtwpf9ZxBBS33uN9urmHUTfYeXcrndKps+sD77ngAqHAqZizTv32cKlMqVkMExkYLpspDKKjUbCgmde0a6nft9rpMLfzii6nbsTOgMuPEcdzzzlTXvKt2z5mqKCiqyqLwzXyxZjvW3Xtb2gVPmkje3Evwqun5Ny59hp+tW0fR4eqA7tkShoa7Zkj5WqKnKFSvWeNx7cGTJpI3x8cMuKaxFD/zLOEXX+yxlA8gPjmCax6ZyqqX91B6tJp//3UXP7hpJCPOS/T9Golu1Xc/wYt+5bONr1Km05BkGQQ6sCq5rJq4q00N1x8vpxa2Dj/s1lYBVF0l72Zv4NbJnZ9R1Ju03xK3q7JKslpmobR/zqZ/PxS7Ptx3Y0XBaowm85VlzHzw56c9FnEOKtiCYjnpLQsEWUFGin0Ej0cdU4mt9t7lsYEX49CFEFpzgtqK44ycfrPXehqN4raFsBBCCCH6lnezN6BqK133+KicjGyfP0mhSKcjO1TPVO3ulqOHiiZiNUb77lhRsOojyV+ZybCrZpyJoQekMLfSf74lRcEaFE2VKZWoSs/glb2oiPpduwmdluG9uVYbcNn2Xa+7LdlrT1UUirSwa/+7TJ12R8vx2m2ZrlxTPhuq2IuKaMjKYoCPsbS/Z6vdlul7yV6bPttfe+22TOwlJR22q9ux0+fzEhZl5OqH0ln/5n4O7ypl/ZvfUVFUx7QfDfWYoS+6nyzfE71CieUoAGG2wa7HYUc73cdRi58/YueY0jrf26FG1UUG1EddSWU3jUacc2p836SUevmGqllUjffjNl0oxwbOBmDokZXUFHX+74MQQggh+oZA7+nb31PU2PwEpNrWK+7+nes6o9YSWAJwq8H3DoL2Ut/3+p1Ragnsnqp9vUDP35lxdrXP7hqL3qhl/p1jSZ+fDMDO1QWseS0Hm9URUP+i6yQoJXqF+IjB4FRx6l1BqUPxxzrdx+CIhI4rnSPiQnxvh1oRUhVQHyHxpm4ajTjX2EN852+Kc/h+Y68I8368YPAcHLogwqqPEluWTXji4NMdohBCCCF6qUDv6dvfU4Tpy33UdBdm9h3sORtCIwLbnMnY6Dt4povzfa/fGXERgd1Tta8X6Pk7M86u9tmdY1E0CtOvSuXiW0eh0Snk7Srl0/+XRU1F13YSFIGR5XsCAIfNTv7KzB7bNvWqi+7i8798jEMXguK0cSCx0L2Cn61fVRU0DhM3TJh15gfaR6THp2MOMVNSV+K2mx/AttTDTCmswKY3ed9KV1UxNlaQftu17Ht9CY0nCzAkJTPiprvR9dEdDsXZ9Y1tOGlqNAlKucc3H+kNVsx2O8VaLRqn4pbvzKrmujaaAVQUKk3DqAuO59iAWQAMObKSykgtGXOuP8tXJIQQQoiz5YYJs3g+24RTU+n1VhUgyOlkTIOV7UFGSrVa4hwOJsTtwXi8HKshyvs9LqBxWBn4g2kc+mxLj33uSUwzEWoy+l7Cp6oYrRWYKtsvWwQUBZ3ZjHHiOLbvep1Sy1HiIgaTPu5naHUGABz2RrL2vh1QWWNjrfccXG3GEqHChDE3sL1oe0ve20npE9ElJLiW8HnLAdU0zpApk30+D6rD4ZbfqrGo0Gddt2tPn9i5sTSp/PdnBI0ZgzYs1P95gJHnJRIRG8wXr+yl9Gg1Hy/ezmW/nEDcYD8pUESXSVBKkPPGOr7dXINVH0lPbZtqMBiZb5lNBaC3Hseub/2DoqjNYRXF686vAD8b/qs+neS8u2k1Wh7JeISFGxaioLgFppxaOBj9CUOr7/C+lS4wPP9Djs76HZoGDc2pzg/9/WWsP/0xE377zFm8EtEXfb63GIvtZl4x/NWjTIvCfeVVfF08ixHlP8FmcOUSGFwPxoYKSmM/AiB32LVYg1rzDChOO6qixfmrW9HpDWflOoQQQghx9hl0On6W9iuW5j3l9VZVARo0Gi5MHohV0/r1l9lu54GyZRQ47/N5j+vUGnnjoa9xao301OcejUbh/GuGsfafOXhs7dI0zrRDH0O7L5bVpvLiq0dwzztT3XJBmXe9wCPDbwRg8ffvBFzW8jx5mwDQVGZRYPYnc7C0mbllDjHz5J2XEfP0v9zbt2lrfuxRr4nFASxr11L8zLO+c0i177NpXMV3XsY9n13qtoOz37G0eWxZ/in123eQ9NxzhKRP8n7eNpKGmbjm4SmsfGkPFYW1LP/LTubcNlp2dD4DZPneOS7njXVs/FaDVec+jbUntk2NdY4AoF7rvmY51qFyX9SV3Jz6OBqnya1M4zBxS+rj/OaCa8/WMPuMOclzeH7W88S3W0oVGxzLpkmHOBz+OnpbpXsjRSE5fzlxRXtRG9rtwFEPhn8tJ/tPj53hkYu+rNHuZM2+ItY4M7CYp3lWiEiiouYmhlbf4Zqt14bVaCJnzJ3kjL0Tq9G9TFW07Bt7J4mjvSc4F0IIIUT/8ZsLruUWH/f+0Uo6qLgFpACKtVoenZZHsuZvGBsr3MqMjRWYa3aDqjYFpFr1xOeeqh17AAVUp/s4rRWM3fcaO5KzOdVuUs6pcPh/V2u4J3Izxe0+xZdo4MFD7/DgoXc6VdYctJlYEUOswz2wlOBwkNz0ecDSbilhSV0J99rf4tTvb0dnNntcX0hGBhGXeN+dz7J2LSfuf8BnQCr69ts8+tSZzZz6/e3ca3/LLSDV0Vh0ZjMDXlxC8ttvoUtKxHbsGAU33UTpiy+i2mxez99WZFwwP/ntZAaPjsbe6GT1qznsXH3EtYu06DYyteQc5rDZ+XZzDegiesW2qacqAC0Uhx1jUKPKpdHziY8YzFUX3YXB4HrzuH/61bybvYGjliIGRyRww4RZMkPKjznJc5g9aDaZJzNZt3Udc6fPZXLCZOZ9Mo+14/ay3rG3ZflUuH06UbYRVEaloh79L4rH3mmuRVXG95djv/8JWconvNp8qBRLg50BYQoRld+5Ds5/DkJjIcxMSdQwGhduAT0+/+641vB5KQM2f5hLyoS4lu2EhRBCCNE//eaCaz3u/a8ZM5MZ785F1XjMMWq5j1gy5SArj9zJ0dLx1NiiCdOXMzgxh7cKX/V+orP8ucfeYGP39hrQRzLs0CeE157AaojA2GhpWrKnkmGF/7lbw8gTro1gKsLgu0EKavNFt7tPUn3NduqgrNmJiDKO5T7FqNAthOjKCLVrecn+CZcPTgJV5zmhCxUFhUWGNXyxbg3WrN3YS0txVFsoXvQUdTt20HjkCIYhQ9zbORwUP/Os72V2ioJl1Rekrl1D/a7dLUv7jOkTueezS1Htnu18jUUXF0fIlMkts7WG/vvfFD/9NFX//g9lL71MzabNJP3pOYwpKd7H0sQYrOOyX45n88eH2PvVcb797DAVRXXMvnEkWr3M8ekO8mn+HJa/MrNpyZ4PZ3HbVIfNThUmAHLNxxhOAv/zk7941DPodNw6ec4ZHUt/o9VomWKeQomhhCnmKewu201ZQxngWsq3dfhhAEx1J1mQ/QhVUROpDhtERI23ZPMKah0cXPYKY+64/yxehegrPs925QP4n8EFKIctEJ4EGb+Apm8z//O3P2IzTPfdga+cBk1qKqwU5la6bSEshBBCiP6p/b3/mzvXo2orPQNSzRSFIp2O7FA9U7W7Ww4fKpqI1ehnd76z+Lln9/vbsOojMVgrGVC4Ga3T7lEnthpGnoD9yZ0Ievi7h+qgrFSnMCp0C3trf9By+JWIfIp1ZT6bqagU1RWx61Q2U6dltByv3fg1NRs2UPrSSwz405/c2tTt2Ol7yR6AqmIvKqJ+125C2/S5vWi7xwypQMbSljY8nKTnniPsoosofHIRDXv3kv/jn2B++LeYFixA8fMcabQaLlwwnChzCJs+zOXgt0VYyur54V3jCA6XtBKnS0J757BAt0M9G9umlu46hEMbhMZh5WBiESmmMWf8nOeq0jrv26FWhhRTqd8BQH7KZX77aDxZ0O3jEn1fg83B2v2uG4ZL1C2ug2OuaglIldWXcTjfS9LOTgp0K2UhhBBC9C9HLX4CGm2UtstlVGPzE5BqW+8Mf+6xNzrYs8t1HzOkYLXXgFSzqJozOhQPIe0CUB/hO0l5W+0/W8Te9z8AWFZ8jjUvz63MXur9c0h77ev5+vzS0Vi8ibj0Uob+59+ETD8Ptb6eoicXcfzue7CX+Q7ANRs3ayBX/M8EDME6Cg9V8fFzOyg/WRvQ2IRvMlPqHOKw2Tm84lucmSc47PiWkNhQoOO1tKFxYWd8h4rCHXlAMLrGYzi1MDltXrf2L1rFhfjeDjU3ajXTiidzKmYcleEpqFqd23RipSnhoiEp+WwNV/QBDqdKZn45678rpsZqJzkcoo9/CYB9xI/Y88VbVBce5f+3d9/xTZX7A8c/J0mb7r0LFChLNmVP2eJABGWDgojzij/xuq8iXr3iwi0uUEBw40RBHOyp7CWjpYxOSiedSZ7fH6GhoWlpS2lp833fl69Lz3POyZN8k/acb57n+2wpOkSaWyaRuZf2eBVdSlkIIYQQ9Usjn7AK7RdoNtutzOfncqZCx3mGeHPqn3TOZhXg6WMkvLnfJZcMKLnK+ek8D/IKNIz5Z4hI3FTucelel/SwlZZrCrL7OcnUCI8KHHfhvYV7mzZ4DxlM9qrfSH37bfzHjbdNp9MHViw5aAi2P2d59y8lBRr9ylyVsCSXsDAazZ/PmUWLSJ37Gjlr1hB74wjCn/sv3gMHOjjzeQ1bB3DzI51Z/s4usk7n881Lf3HN9LY0ahNYoT6K0iQp5STsV9hrRcKvRehMeWBwL/c4nbmANcszL/vKfMmxGYA7uYbjeFgs9GhbM6tfOKOYkBhCPUJJyU2xW5UPYEeT01yzfyvpQT3Z0fEBlN7F1mbMT6f5ka8Izd1Jy0l313S3xRVqxd5EZv+4n8TMfNu2mIJtaLqzrM9sgG7sHfhnWXAHhgPZRo3dndKthcwdDZO+SM0DL3/rBaIQQgghnM+EDv2Zu8sPiy6jzBlpeoviieBAUkrUnQ0LSGXMpnQKXf3KvMbQLCY2bHbl7Modtm2efkb6jm1e5RXXSq9ybh0ZFZi2F51yPErKApzxttaQKqW866QqtmlKEWRW7Dvbz267ObcJuiIvlCHbWpfqwuOAUI8wYkJiSrUF/etfZK/6jexfVpD9y4rzx3h6lu6b3Uk1DKGheHSxH6VVfP9S3hQ+d50rT6680+HKg4P7PF76oXQ6AqdMwbNnLxIefpiCQ4c4ee99+I0eTehjj6Irp68B4Z7c8lgXVry/l4TDGfz09i76jGlB+wENyn9+wiGZvucEylphz1KckFLK4TKeYF02tSZW5juTYX0rJnqfIKrIBYPB5SJHiKrS6/Q81u0xgFLFzJVOY1ej46CUXUIKzq+M9ve1Y6TIuQCsCal7Pt1ul5ACGKw2sD7Fh4BfLPhl2a8q412giIpfgUO2C6ayH7PPmOZS5FwIIYRwUq4GA5ObzwDKuH1RYNZppFwwfS/ZVcfBgG8o80ClUDoDZzML7ZrOZhSw4v29HN2RUum+lnUPhlIkRPQlJagDlguOsWC9DPpkcOlK7lqJfmsXPIdLbQtI7okqNV5FR4uUNg6Psz4NxaPhA9Hr9KXaCuMdl/pQZ0tMdStjUZvQJx63FScvptfpeSx8kOMC6ee25VkKHa48OPPIEn5b/4LD/gC4tWxB46+/IuD220HTyPjqK2JHjSJv164yjwFw93Llxgc60qpXOErBui8Oseazf7CYL4yquBhJStVzthX2oMysud6Ug0tRht1mQ2E6OnOh4+PO/bx5fQ7morLnQVe4jwVFZGrWosWHwk7QUFd6WVFRvQZHDWZu/7mEeNh/6xNkDCbANPT8yh4ladbJewk5nSgyXXrcRd1mtihm/7ifCy8NPMinHzvRbbWOOXf0Vsr2bgiahnZBHQWjKYure1gYdlc7PP3sE59e/kaG3dW2yt9UCiGEEKJ+eLjvaG6Lfhqdxc9uu2b2BYubw1V8labxa7vdJHl+iLEw3a7NtSAdvTkfSl3VnLf+y8NYLGW3X6jce7BzP//T/BbSvO3bznjDqyN1/NMcQi7IbYRaICatDy0TehBotu9LkFnRMqFHldpaJPTgiGkMoT5udm0uOsUi/TrmppwmxGwu9RxbFRYyeOtisNi32VbYK4fOzw9DiP01nSE0lMg3Xsdn6NDSB1jMDN66iDAH9yChZjOulnMvlqOVB4EXDy3BbCq88NDz/XF1JfSRh2n08ccYwsIoij/OsQkTSX37HVQ59z16g46Bk1vRc2Q0aLB3zSl+emc3BbkXL5EjzpPpe/VcRVbYM7t4s8PvTZRe4Z/rS7pHJppFo336jHKPq64VKpK3/YNF74relMeR0FQG+Q67pPOJihkcNZgBDQewPWU7qbmpBHsEkxFbyKHVZReR1jQNjwJf1m7bxqCe5aygJuq9rXFnSo2QAhik287hLJcyi3PmuQWSFGZ971zV5zQNfRqXqFfXz1avrkmHYBIPZ1RrTQchhBBC1A8P9x3NAz1HsnTXao5nJdHIJwyzMvP6vn+XfZCm8V2Hfcw/+ScBJ1qRUxSAl8sZ0uK9+avlzHIfr7Kr/1bkHqzIGMCSwc3JcD+Cf461htSBhhrq3PXOq23+hdI0/tq9ji7t+2L2Hs7EBdsB0GUNp43nWjwMp8k1BbHvbD9iz93aV62tiCXTYtDpNI6fOcuT3+6lM/txz0tiMDAgN4/t52p0geKJ4CAOGo3sSEuiU/xGaNLX9tQuusIeYMnIIPLjj9F0Olu9KY8unUuNkLKJ38jRvBSSAiPQK8Vryank6XQEm82YgenhZQ9qUJpGkh6271lM107Tyu2XZ4/uNP3+O5Ke/S9Zy5dz+u23yVm3lsiXXsI1ynFNXU3TiLkmCr9QD1Yt2MeJ/Wf45qW/uf6+9vgGV6Qql5CkVD1nXUHi4stU+hX48HPH8/Onr9vZqRLnvzSJ2+MAT3RFx1E66CpFzmuMXqena1hX289f/rWCirxf0tIyL2OvRF2Qkl06IQVwg34z2QUGyqpWFxd1LUqnJ+DMfnSmDJrdNMHhfjqdVuELPyGEEEI4H1eDgSmdB9t+fvbPTyt03GlXHd3Cdtp+ziksv7B1scqs/lvhe7B8Xza2cjx5Ke1sAkN6/Yfkk6F0bn8dP+87P4XQgoE9Zx33u6ptp88WMKJjJD2jA/n9QApuBzfY2vRA1/zzz3+bWw5f+3jzjr8fH+XY13mq6Ap75rQ0fG8of8Vvm5xkVpyr8dQ7L58BeeevQ3/2rFjiJzXreIX20/v6EvnqK3j170/Ss8+Sv2s3sSNHEfr4Y/jdcgtaGTXJmnYMZtS/O7P83d2kJ+Xy9Zy/ufbutkQ0l+vZi5Hpe/WcV6jPxXcC0j0yy/35Us9fnuRj1sc6aziOt9lCl9YDLvmcomoCA8v5RqeEAH/vy9wTcaUL8XYrtc2LXPrrduFtdDzMOdc9mKSw7gA0jfsJ7/BGl7WPQgghhHAeFV2ZL/iCqWhBIWUXzy6pMqv/VvUerKRgH/vrJEfXXtWp5Plv6BBBCn5l7ntnRhYGpdji7sY2k/1zuHDlvLJUdD8A5RnCinPJp2El61JROp5lufD1vBjf4TfQ9Pvv8OjWDZWbS9JTT3Pyvn9hOlP2So7BjbwZ/VgXQqK8yT9bxPev7+TAxsRKPa4zkqRUPdfk+m4YizIdF4UDUAqXwjNsiY6127wlOhaXwvRyjzMWZdJoaAxHvtvIzvdXcOS7jVWqMXUmyzpgL8H3BFEmI7qyhm2Ky65f167kGrNKrcpnoxTG/DMEbl/L+tc+4tfHX2H9ax9RWOLbCrPJxL4Ny/nrpw/Yt2E5Zqk/VS91axJAuK/14kWHhR66/Txi+ByjVoSHtw+nvXRYAIVGul9zkkI680/zsaDpCDy9B7PuJO0Hj6vdJyGEEEKIemNCh/5oZr8yb19QimCTiQ75BWxzM/Kzpwfb3IyEGg/godLKvu+h8qv/VvUeDKxFxcPMig5tJrEl7gx/n9bYEneGzlH+eLtV/0QnDQj3daNbkwDbtkGtQtitb02CCkA5qBAabjZzc7a1VsNbiWvYmriVn2N/ZlvSNowxHTGEhZW5yiGahiEsrNQKe+U55BPEMVcXXC2KAWfz7Npi8gsINZkcFmMHQCmCLIqYdpMr/HjFXCIiaPTJx4Q8/DC4uJDzxx/E3jiCnDVryjzG08/ITQ/FEB0TgsWs+GPRATZ9ewRViZpkzkam79VzehcDPfp4sWYz1l+KJX85nPvg/uO/DItOUbIksUUP/wR8Q9PsaaWPA9A0jBSw6P5fSixxmo/xxx/p0ceLtlOHVKh/ptx8snTWX4AHw07QSh9e9ScrLpmLwUCz6704tQwUqvTqfIBfxmH+3t6CAuO5oajpcPDe5TRpdJyAXgFEbJpNG9JsxySvCiSh5yw6XXNbDT4TcbnpdRqzhrfm26XvMctlERHa+W+NIvUZLO3ck0H7jBxuNpoCN/thy34Zh7HMmILB5eLD2oUQQgghKqJ4Zb6FR591eNujaRqFwLCGEaQazt8Gh5pM3KsWkZv8f47vl7TKr/5rdw92oZL3YBd8F1+cWBkdOIKrX11/rn6nnkWH/8LbzUB2vuMvezXOl2kv+e+KtAHMGt4afYnn52k0MKBVOLP33cp7rq87OBKmZ2TzjY8vO1J3MO3X87WaQj1CeWb69QQ+t8D6WpZMFpWzwl55Vhy3rvreJy8PrwuST3o0HktLZ2ZIEJpStuLmgC2euZqOHad30aVE2ZKK0nQ6AqfdjmfvXiQ8/DAFh49w4q678Rs/jtBHHkHnXrpohYurnmvuaMPWnzz46+djbF95nPSkXIbc3gYXowzAuJCMlHICSc3/ItZrfqkV9lyK0on1ms/JpgcIumAlBm+zhV/b7ibWu/RxepN1yGSWS0ipJU4LDD6s2axj78erKtS3xC0HUToDetNZjgWn0SywQ+WenKh2I4cOJnKUIs+YbbfdrBWhaRrJod0ocPWzaytw9eNgUntcvvqKYJVm1xas0uiwcQY7Vi683F0XNSzm7HrmubxOGPbDmD21PG71z2Vvm+kUGP3sD1KKo81GEt761prrqBBCCCGcQpkr81l8UGZXMg2Gc8W6z0vR61leFEvbfR9iLMiwP6GmEZyyg+DUnZXuS7PR/dHpLKW2G01ZRDQ6wZ9td5VqK14N73+bepVaUKY4IRXTyI8wX/upfGG+brw3KYb3JsVUum3epBiGtS09MOCG9uGstHTjSZdHUD6l2/d0ugUTpZ9fSm4K95oWkfaf2zGE2hcgL3eFvTIopVgRtwKAYdE3lt7BJ4LBN3zA3GYTS61YGGxRNCwqIhcL01dO47vD31X4cS/k1qoVjb/+moDbrNewGZ99TtzIUeTt2etwf02n0f3Gpgye2hqdQSNu12mWvfI3OemO67I6MxkpVc+ZTYXMObSE5Hbwm2UP3Y82ta2wtyU6FotOEWxWnDj8LFd5brStxHDgbC9CWjzNr213lzpuW+NY7tryP8x6D8dLnCrF5vU5XDXJZFtJqyyJO+IBb3RFx0Gn0f2q6y7fiyEqbOTQwRQNNLF22zZOpSTzxYklJLvGcftfz6N0LqUPKI67eQpXWTaA/vxfBJ0GFgXhm2ZjHjQRvUF+7dQLFjOuqx4HrDG2o3Sszzr3jVkZyyCv//IwTToEy4p6QgghhKhWjlbmu6VNH3ouHYhShaULVSuY8puFwOxdBJ/eTYZfMwpcfch1D+ZYk+GcCWjNiRdfp/WgQZUa3bNjVTwWpccz+zjtvGPRd+qFV6gPja7tyz0fDKVIp6NJPlhSBuNpOFNqpbyyJGbms/bhAfwdn05Kdj4h3tapd8UjnYa0DmNr3JlKt11oQKsQPF31LM3uyC0T7yJGHYCcZDj4E+Z93zLn9GYczOyzzbaY7bqSX1atpGD7zoqtsFeG/Wf2czLnJG56N672ibZuDOsAvWeAVyhE9QKdnsHcyIAeD7F9z2JSs44T7NOImHaTKdz6Pv/Z8Rq/enny1ManiMuM44HOD6DTKj8+R2c0Evr443hdfTUJjz1O4bFjHBs/nuB/3UfgHXegObjPadk9DN9gd36et5vTJ3L4as5fXHdPe0IbX3pt5vpC7g7rue17FpOst/62sOhhU4sL5y1rpBo0rvLcaLcSQzvPPzim1zk8ruehppgNnmU/qKZR4OJL3PKtNLupV7n9Sz2eDXiT7XIcX7OF9s16Vur5icvHxWBgUE9rPM78fYz9ywodJ6SKaRoFxgDiUtvTrMSKJmBNWoSRxr4tK2nTu4KrbIgr2qldvxNpSnV4MZJYeBVnLUEO24pVdmllIYQQQoiKunBlvk/+/g302Q4vTa46oQiyTRBQ+GccPvcvOB3UgRzvRsQa29P4r7/x7N6tQo+fm1XI7j9PAhB9bDmtXpmJ57nr6lV/r2eXVyqgoUvtz+6zg8s5U2mJmfn8HZ9Oz+hAh+16nValtgu5uegZ3DqU73cm8NOeFGKG97U2NO3P9vg/SNZKj5IqplAk5SaxI20XXSv4mpVlZdxKAPo16IfH8XPzIVvfCO1uKbWv3uBK107T7La597qflw1uNNn4X97392XBvgUcyzrGC31fwMOlYiv3XcizVy+a/vA9ic/MJnvFClJff4OcNWuJeOlFXBs2LLV/WFNfbnm0C8vf3c2ZhLN8++p2Bk9pTbPOIVV6/PpGpu/VcxVd+tLDcLrcn0vyz63YCm3WpVDLl5ZtTXKc8jtOVJGbFDm/Qk1pM4Wg3IolD3KKAspsy0s/VV1dErVs1dbdZbadtVTsvVKZpZWFEEIIIarqeFZSmW3+OY63a0DTY8sBOBl5NTknUyv8eDt+jcdUaME76xghJOLR9Xwto9/3/pcCnUazPI2dORWfxlZSSnbNTAG7oX0EAD/vScRSXKjbM4jUFhWrH5yaW/HXzBGlFCuPWZNSw6KugWPrrQ1N+lXqPLpu0/lX32d5IeU0Lkrxx4k/uO2XW0k6W/b74mL0fn5EvjaXiBfnoPP0JG/HDuJG3ETGN8tQDoqu+wS5c/PDnYlqG4i5yMLKD/fy189xDvd1NpKUqucquvRlrimo3J9LKm/p0pIuthRqYdZZcvTWBMaBiBM0coms0HlFzfNz8yMyqGLLtnq5lL1Mqru/xLg++CcpmxXxZf8B9dSlV+g8lVlaWQghhBCiqhr5hJXZlu5V9nGBaXvxzjqGRW/kQELFpludzSxgzxrrF7FNjy3H95qhtmldSYk7+FVZ20ynB1HV2/EQb7eL71QN+rUIwtvNQFJWPn/Fn7++C24/oULHB3tU7P6hLLtP7ybhbAIeBg/6ugRAXjq4eEJEp8qfrPMUbhj8MgsSUwgwmzmY/g8Tlk9g72nHNaEqQtM0fEeMoMn33+PepTOW3FwSn3ySUzNmYEovfT3s6m7gunvb02GgdTTVlh/i+O3j/ZiKzFXuQ30gSal6LqbdZELNqswlMjWlCDZZ2HfWPtu872w/gkwWh8dtiY7FpTC93CVOjUWZNLm+7KGa5iIT29//FaXToy86S4JPBs2DK74sqKh5Y+97+OJxLzhDZMBe/kzrwvdJQ/kzrQuFZh0WBYmWANSBQ+z470z2zX8DU8Glj5Ixm0zs27Ccv376gH0blmM2OV6RRFSM2aLYdDSN73eeYtPRNMwllq4t+Vp//uUStluaUaA5viDSqcMY88t5r1D5pZWFEEIIIapqQof+aGY/h5cmBxpqnPa+cG05q5KjpQ78Y2LfFxvY+f4Kjny3EXPR+etOi0Vx6p90Dm1LYu1n/2AusuCbE0/Amf14Dh3Cth3z+XnNLJ5fdS9FmkarfD17cgY6eMTyaUC4r7UWVE0wGvQMbW1N6H20LtZ2jdihwdWE6t3LvsdEI8wjjJiQmCo9rtliZlvSNubtnAfA1Q2uxu3EFgBUo55sOpbl+Hq1nGtZADpNouN1b7I0MYVmhYWk5qUyZcUU22isqnJtEEnUwoUEz5wJLi5kr/qN2BtvJGfdulL76nQafcY05+oJLdHpNA5tTeb713aSm1UIWN9LCYczyE0wkHA44/wItXpMakrVc3qDK4+1mMjMI0tKLZFZ/EskILlnqYJ6CgOByT1Ji9hc6jiLTvFPwDc0zZ7meNlUoEcfrzKLnO/9eBWb1+dQ4GKdBmh28eS+jbOJbp9XLc9ZXB5BfiGo0M1wZljpuJ/jXhTH4qQPKHI9N32rCA6fSqdR/hKaHtiLPu8DiidoHnl7HgXjR9Hhkf9VqT87Vi4kYtNs2nB+tb/kVYEk9JxFp2tuq9I5ndmKvYnM/nG/3Uov4b5uzBremtBTv9q91l2Ah42uGFWhw3PtSfGi+ZGv2NtmepmPV9mllYUQQgghqsrVYGBy8xksPPpsqctYi6bxyRAdDy2zoLAviamAgDP78chLIdc9hNV/FgCuQD7GH3+kRx8v3Dt2YN0XhzmbYf+Fq//pvVj83Bm17w6SDPZjQTp6NWebg/EhGueTYyX/XfwzwKzhrcssTn45hPlaR7b/uj+ZX/cnA9ZrxNE97uOT+JdL3StaX2B4tNuj6HWVL83yW/xvzNk6h+TcZNu2TYmb+M20l8HAO8fCeWXfZltb8fUqUOa1rN3qgh3GEakzsPjbu3gk2J91HvDvNf/mWOYx7mx/Z+lC+BWk6fUE3Tkdz969SHjkUQqPHuXE9DvxnziRkH8/hM7d3W7/tv0i8Q1xZ+UHe0mKzeTrF/+i/YAG7PztxLn3kjs/7dqDp5+RvmObE92p/tafkpFSTsDkN4WWCT0INNtnWYuXHA1rfC/hDpYHvePG//Iv/xGljvOzKH5rs5tY7/m4FGXYP5imcdaynI0Bqx32Ze/Hq1izWUeBwX74a5GLH3sPhLP341VVeo6iZkTecbXDuOvMBaBpZHjGUOTiZ9dW5OLHUe/7SPS0/6ZE5YHrgmXseumJSvdjx8qFdNg4g2CVZrc9WKXRYeMMdqxcWOlzOrMVexO559PtpZYeTsrM59ul7zl8rT20QpSC5PAB4BNhf8JjbhgLsxwmLr38jQy7q229/sMqhBBCiCvPw31Hc1v00+gsfnbblcmHXc3ceHWUjjRv+2PSveB4eAdy3UpPQysw+LBms44V7+8plZACxbGo61jVsiVJ+gtX+1N8UXSArr7fljpnmK8b702K4b1JMYQ5uD+bNynGPsFyma3Ym8i7fx4ttT0pM59Dq2J5NeU0IeYLpp5pGpMzsxh8NrfSj/db/G/MXD3TLiEFkFGQwUzTcX7zcOfX3Bal+nL3p9u5u4xr2Xs+3c6KvYn2D9TuFrxu/oi3Us4wKdNaB/ntnW/z+PrHKTBf2mwO9zZtaPLN1/hPmgRA+pIlxN18C3n79pXat2GrAG5+pDO+we5kp+Wz4esjpd5LZzMKWPH+Xo7uSLmkfl3JZKRUPWe2KGvGOGskuqzhtPFci4fhtN2So+Hx6awpa1nRts8zpfBpvlvzPilZxwnxacR1vaYw7Iue/Np2N79Z9tD9aFP8c31pfKYjFveO+BW24vOU15lS+DSurudrxpiLTGxenwMGH8fLxCvF5vU5XDXJVOYoK1F7zBYzr29/neR2yfxmPh/3dI9MtjeMY9rfL2LRO6gRdC62h5vdQvDp3WgXfP9j/HwZpgdmYTBWrL6Q2WQiYtNswLqqX0k6DSwKwjfNxjxoInoHy7IKe8W/IxwPWbcwy2URUPq1LqYSd2N+4gD6U1shJ5mEjLM0/HwOO9pbV1m8qlcYLbuHczarAE8f65Q9GSElhBBCiNrwcN/RPNBzJEt3reZ4VhKa2ZePfzMR3Pw/bG2hsa25nqtOKPxzrAmpfyI07t042vHJzl3jlhpeZW0EFBavW9DYhyp5pXXuuLSQTfQLnsI9A64qfQ8GDGkdxqYjKfy6bgtD+3anZ7OQGh0hdbFrxKddFhGem8fA3Dy2uxlJ1evZ5O7Gd95erHN3Z+aKx9C3uh4qOFrKbDEzZ+sc+9fqAi8EBnDsjH3N5PImtxWHZvaP+xnSOsz+9WszEr2m59Gvp9KkyMQLQQEsj13OyeyTvDHgDQLdK7ZKoSM6NzfC/vMkXldfTcITj1MYG8uxseMIvv9+Au+YhlZicS//ME9GPdyZhU9swGIq+9ms//IwTToE18vraLljq+e2xp2xZYwtGNhztvTc5YstK+rqamTMkBm2n79c9SaZeusgO4seNrWIBSD8zBFuOtCGIvdmtDp6Fd+ted/uuLjlW21T9hzSNApcfIlbvpVmN/Wq9HMVl9f2lO22by1Kxh2g56GmjhNSxTSNArcAMvya2ZbZPdeAyoV/Pn2PNtMeqFA/Dm5ZaZ1GVsbvY50GYaSxb8tK2vS+vkLndGYlf0dcqJvuIBFa2YXrteLXettvttd6zwv34u3bjPSAq9DpNbpc1wSfIPcyzyGEEEIIUZNcDQamdB5s+/nM0Vn8dm56ndJgf9T5i8yeh5qeL0vhSHlTvTQNN7M/4VnRJPgesWtSmkaqQWNGo530jO7j8HC9TqN7kwDSDii6l0hW1ZSKXiPqga751tE9/XLz+MPDnThXF342n2Z4/EZo0rdCj1fyXsMRpWmkGPTgcRxyoyv8PBTW+92tcWdK3++2vhHGLGbMl7fSqCiZmeER7ErdxYTlE3h70Ns0929e4cdxxKtvH5r+8ANJT88ie9UqUl97jZy1a4l48UVcG5xfACo98Wy5CSmAnPQCEg9nENmyYqtc1yUyfa+eq+hyoZVZVjQl67jD7YkB2RSZrcXcOiVeR0pGvF17TnJWhc5f0f1EzSpvSVf/3HKSjSUUuDpetaQwId7hdkfy0k9V637OrrzPfggZFTpHydda/8cW4hqfGyXVO0ISUkIIIYS4onVqUPZ0rYpe45bHo6jsVftcdWVfX9e2qlwjeinF1MxsAN7z98WUnehwP0fKu9coSTNkV/icJZX5fFpdB+OW0qMIlpw8QSNcSTibwORfJrP25NoqPVZJBn9/It98g/Dnn0fn4UHe338TN2IEGd99hzpXj/lsVsWmDFZ0v7pGklL1XEWXC63MsqIhPo3KbPux/e/ozIUUujch/B/7uddeoRVbRrWi+4maVd6SrukemRU6h7HQccLRNSKqwv1w94+8+E6V2M/ZlffZT8GvQucofq2PH9yGe3YDMvxboNNDl2srHlchhBBCiNpwVUTZo2Eqeo1bnlyXsr9wDy7nvqq2VfUacUJWNv5mM8ddXPjp7LEKP1559xolKZP3xXdyoNz73RZDYfxSmigDS+Jj6ap5cLboLPf/cT+f7v/UljyqKk3T8Lt5FE2+/w73Tp2wnD1L4mOPc+rBmZgzMvD0qVgZk4ruV9fI9L16rluTAMJ93UjKzC9zmdOwSi4retPVdzFv8fuk6TX7lRaAZL8c8i1rcNUP4WxcFIfnL+ZsciZeYX54t+0MlpNlzytWCqMpiybX96v4ExQ1JiYkhlCPUFJyU0rN9d4SHUuXxHRrkXNHw5iVwrUgHYVGUkhnjIVZ+GUcQcOC5qpocvMU1r/2EbkpGXiE+NHt7km4ulv/cBTm5bP1vU9tbZ3vGEf2Kg+8ycVs1hGX2p6cogC8XM7QJHg3Op2FDM2bZh37s2/+GxQmxOMaEUXLSXfb6laZTSYObllJXvop3P0jadX9Glv9qSq3WRRb4844rAlwJbnwObTpOAijQUeByYJBmbj5zBoi809zyi2InwO6k69ccNOKHJ7LoiBFC6Rpx/78ufgLkn9fT36zWwBo068BXv4VT3YLIYQQQtSGmHaTCdnxGqk6St3bVOQaF3DYplDkuGaQ6FO6ULimFKEW62Nfqcq7j9xqaUWCCiBMO1NqlIuHUtyekc2rgX7MO/U7oQl9Sc9PJ9gjmJiQGNuKfGaLme0p20nNTSXYI5hIr0j0mh6zuqBwejGlsJj8MOc2qfRzCfOpwP1us8Ew4Qv8lo7j/diDPNekLctUFi9ue5HYzFge7/44LjqXSj92Sa4NGxK1eBFpH31E6tvvkL1iBXnbtxP6/PN4+hkdFMw/z8vfWpu1PpKkVD2n12nMGt6aez7dXm3Lirq6GhkfdBNvp3/vcAnQHzv8wS17ribbJZRftwFEwnFgy7mElKNf3ue29ejjJUXOr1B6nZ7Huj3GzNUz0dDsElNKr/FPwDc0zZ5GqXV2ATQNk4snOzuerxtlzE+n+ZGvAFj/4G8UGJtaG9Lh4L3LadLIOk007ngj+7YZK+mh7wzAZvMUCowBcO7vg/HkGXroP6GB2saxPjHo8nQUp0WOvD2PgvGjsHRoScSm2da6VOckrwokoecsgCq1JUcOrdgStLVsx8qFpZ5D4q8B9LfcSnTiSW7cvQGVdz5209x/ojBGj7FBEQr7YueWc+H/vWgSZ+9fQZFrMLiNtG5UivST6wH71VGEEEIIIa40eoMrj7eYyMwjS0rd21h0in/8v6FpjoNr3JKjZxy0aRpsbPwNSrNP6Wjnjnu0xUT0BtfL8pyqQ3n3kQodzxbdyjzXN2xbShqbncP7wWEknE3gzlV32raHeoTyWLfHAJizdY5dDanyElKaUig0CpKHc+Fkr5J9u7CfxTyMenILTXi7XSSp1LQ/TPwKl6VjeSZuL02bdORV0vnq0Fcczz7Oq1e/iq/x0qZ0agYDQXffjWfvPiQ8/DCFx45xavp02t0yg820OFed/YL3mQZ9xjSvl0XOQabvOYVhbcOZV83Lit454nn+5T+CQPMFH3tNY+KhhihHWWTNmpAyF6zDpSjDrsmlKJ1Yr/lsDFhd6b6ImjM4ajBz+88lxCPEbnuoRyjX3n87Ua3jSsVWO7es6oWF0AuMfuxtM529baZT4Opn3+bqx8Gk9hxMau+wbY3+QdboH6TggsKTBa7+rNE/yK5/BmDJs/+lrfLAdcEyor98hGCVZtcWrNLosHEGHTfOqFLbt0vfq/gStLVkx8qFdHDwHEI5w0vJ7zF8ywZUnv0x5jwdpzb4czyvF6mafWHIFC2Qz0wPkHH6auu3hxc4eSiKn974qLqfhhBCCCFEtTP5TaFFQg+H9zYnmu/kavNrGAvT7ZqMhel0OPw+bfd9iLEgw76tIJ22ez8k+PQu++QVEGRWtEzogclvymV4JtWrrPvIAE9XbppwN9qYReBzwb2kiwcbBj1CjqV0DaeU3BQeXP0gD65+sFRR8+KE1Khmowj1CLVrCzWbea3BtczoMarUOcN83XhvUgzvOehnkJcr7i46YlPPMnn+VjLzHI/+t9OkL0z6Bs3Vi9vidvKmJRB3gztbErcw6edJxGdVvBZuedzbtaXJsm/wGz8OAI+v36Tt3jLeS/s+Ijh1Z7U87pVIhqQ4iWFtw6t9WdE7RzzPlMKn+W7N+6RkHefP7OMcsRzAnDveNnLFETddW+b1fIaux5rin+tLukcmW6JjUTrFjtO7mFL4NK6u9XO+bH0wOGowAxoOsBtuaxuK+wAUFhSw4cvvyEpKxyvUlx1/ueNW6Ip24XJ5xcvoFv+7GtsON7uF4NO70UqNDVQkb/fBOzLfbvU+XYlTXviRuFibRcEsl8WsKuiCpUSev9wlaGuY2WQiYtNsoPRz0BSkbC/+xufCPlpfs8LfjxG5fi/7tv9pm/bXtGN/zt6/wvpZLyMOCbv8KSwowNUon2chhBBCXJnMFmUd8Z41El3WcNp4rsXDcJoMzcipsE0ccNdjaLqZqXkb7MpGNI7YTdzOYEx5eoJP7ybDrxkFrj62MhWgmLIK8sI8yM7sj4fhNLmmIPad7UccBk5eAdeIFVF8H7k17gwvrjjIzhMZTOoRdW5gw43Q6nqI3wixq2HdK5h1LsxJ/M3huS4sAeLIxoSN/DzyZ3ad3kVqTgLB395HzNls9MOnsnf3udk1TQMY361RqZIZxf0sWU7jQGIWk+ZvYeeJDCbP38Ki27vh53GREWpRPWHyt7B4FP3jt7O4URf+5e3DsaxjTFg+gdcHvE7XsK6VeRkd0nl4ED5rFp59+3LqX/cTcnqXw/eSpkHy/17Ae9AgNH0ZpXDqMElKOZHLsayoq6uRMUNmADAq6wzPvjD9osumFrkG0PVYUza1iL2wkVSDxndr3redU1yZ9Dp9mb+IXY1GBkweC8DvmzbhvjHP4X7ARZfRrWpbgVsAGX7N8M84fGEjpjwDuamueIYWVsvD6TSIII1uuoNstrS2ayt3CdoadHDLSuuUPQfPIzfVFVNeeX/cNExnoeDXpbQZcYdt65+Lv7BO2SvzMI0iV382fPmd7f0ghBBCCHGl2Rp3xjbi3YKBPWcH2toiPRPJ8jnGPD9f3ig8TbOwnba2s8nnr6E0lIPrTgjKBs8DfdnoO7BU25VwjVhRep1Gz+hARndpwM4TGWyJKzHyXqe3ji6K6gXbF7HdnElybkqVHyspN4ldp3dZ7zWObYCz2eAZDMGt2Hh0MwDDO0QwomPpRY2K+1lS20hflt7Rg0nzt7D7ZCYTP9rCp9O64+95kcRUw25w6/eweCQtj//FZw06MyP0KvacOcCdv97JUz2fYlTz0iO3qkLv6QUWC1DGe0mBKSmJ3L/+xrN7t2p5zCuJTN8T1SbCJ4D2BRUrPFfe8qopWcerq0uilqWlXfqKJVVV4Fr2Ko6m/Or/hqGspXGh/CV1a0Je+qky2yr6WpgS7D+XWUnpZexpr6L7CSGEEELUhvKu01qlNUGnFH94erDP1X4qSEWvoQqzg6r02Feink2tCZ/txzPIL7qg/pNOD61HkFoNI3lSc1Ot/zi2zvr/jfuQb7Kw83iGXT8qqnWED59N70GQlyv7ErIY/+Fm0nLKLipu06Az3PY9uPkRdPJvFiSlcm3DQZiUiVkbZ/HKtlcwW8oozF4JptTUat2vrpGklKhWvVu1vvhOlL+8asgVvDSqqJzAwEsrBHgpjIVlL79rcLv0Px4XKm9p3HKXoK0B7v6lv0kqVtHXwhBh/7n0CStnRGQV9hNCCCGEqA3lXaedLWzIdWdzAXjX38+uraLXUGeM3lV67CtRkyBPQn2MFJosbI938MVj21EEmy/9OjvY49xo/LjipFRf/o5Pp9BsIdTHSJMgz0qfs2WYN5/f2YNgbyMHk7IZ/+FmUrMrkJiK6AS3/QjuAbid2s6Lh//m3tZTAVi4fyH/9+f/kVuUW+n+lGQILmf2QRX2q2skKSWqVdvbJuJakF6qoJ+NUrgUnmFL9IVT96yrKgSbLNx09V2XuZeipvTr2pVcY1bZ88eVKve9UqU2QF+Ui2/GUdL9mpMU0pl0v+aoc3PXdC4WjAEmjiR1ZOeJgRxJ6ojZrLOd0mzWVbotXXmy3dyMsWm/M/PUF4xN+x2DMgHg5+5C54Y+7NuwnL9++oB9G5ZjNpkq/BpWhdlk4uDmXyiM38zBzb8Q0qQdhcr6rVWhWcefaV34Pmkof6Z1QfM2WwtLAQrNwWum0LuBYdBY/lz8Bd+//B5/Lv6C8FZN0cr7ZkgpXArT6T3mpsv6XIUQQgghLkW3JgGE+7o5qnLAVksrRp0BvVKs9XDnc28vfvb0YJubEWNwIQZ3M47Xe7NuTXH3Y19Q01JtGtaVmrs1CajOp3LZaZpmG6W0KTat9A4NexDjEkioyeTw9bzo+dEI8wgjJqgDHPkNjm+yNkT1YdNR6+P1ig5CK6+2RjmahVgTU6E+Rg4l5zDug02kZFVgtFp4e5jyE3gEoSXu5p6/l/FS96dw1bmy+uRqbv3lVhJzqr64kUeXzhjCwsquGaJpGMLC8OjSucqPcSWTmlKiWumNRjq1SmBLrF+Zy6b+478Mi664DLRV8dKo44JukiLn9YiLwUCz6704tcxa2LBksXOFdXlTTVHpJXbLbdM0zC4erOvzEmaDu63JmJ9O8yNfAbAuYTQFRn9bQX7jyTN013+CBmw2T6HAGFDhth76T2iktvHj9sew5J3P8091/5kf2vfmaGQDzvzvbmtNp3OSVwWS0HMWna65rTIvZ4XsWLmQiE2zaUca7QB+f5ei3/S4aGZ+ShpAQuHk83XfiuBITjotAq2vy+FmoylwOz+yqfg1U5rG6vt/pcgYDATDUdi/LsM6TNtR0flz2yI6pEuRcyGEEEJc0fQ6jVnDW3PPp9vPfR13ngUdH+VNJiZ/Cdvc3Xk+6HwSKdRk4pmeOQT8YR21o9kdZ/35/XYjsGj240CK95s1vPUVX+TckZ7RgXy3M8GWJLKj06FvcxOP7f6YmaHBaGh2X06X/NlRG8Cj4QPRv9kBshLOn/fTm7BotwOtKz1170LRwV58cWdPxn+4maOpZxn3wWaWTu9RauW+UkLbWBNTC2+EpD1c+8frRFw/lwc2z+Kf9H8Yv3w8bw58k/bB7SvdJ02vJ/SJxzn1wP/ZL+oEtmvs0Ccer5dFzkFGSonL4M9eYcR6zcelKMNuu0tROrFe80lvrwi6YLnVILPiX/4juHPE8zXYU1ETRg4dTOQoRZ4x2257njGLuO7riPUu473iPb9KbdmGIwB2CSmAAqMfe9tMZ2+b6RS4+tm3ufqzVv8ga/QPUnBBof6Lta3RP8iOfwZgybO/qFB5MHzLBl5Ofo8QZf9HO1il0WHjDHasXEh12rFyIR02ziD4gscrTkjFq/spcvGzayt0tb4ue9pMp8Bo31b8mu1rfQdFF7xmxQkpD8tuB3HIIKp1HDc8cAdCCCGEEFe6YW3DmTcpplRiItzXjf0RAWxzcy81Sj9Zr+eebr68OlJP2gUz9M54w9yROgpbHSn1WGG+bsybFHNu9bq6p2dTa42sXSczyC10MPq/zSgG5+Yx93Q2Ie72081CPUJ5rf9rvNb/NUI8Qkq1zY0ez+DfXrRPSAEqK5F/ZzzHNbqt1VIYvnGQJ1/c2ZNIP3diT59l7AebSMgoZ3GmYiFXwZTl4BUGKfvo8NMjfNb/TVr4tyAtP43bV97OL3G/VKlPPkOHEvnG6xhCQ+22G0JDiXzjdXyGDq3SeesCGSklqlWhycTiw29iaZfBb5Y9dD/aFP9cX9I9MtkSHYtZBzqTHxvHb+XnDfNJyTpOiE8jbrr6LhkhVY+NHDqYooEm1m7bRlpaJoGBvvTu3Jsbvn+H5HbJ/GYu/V6xnPsioDJtW5vGMX7XrFKjsgD7bx0uHBp7iW2Hm91C8OndaHbfrVm/a0ve7oN3ZL7d12c6DSwKwjfNxjxoInrDpf8qNptMRGyabTt/SYVmHQmFk60jvMp4Dlo5zw9HbecUmRsx4fUhbPv+F7KS0vEJ86f3mJtkhJQQQggh6pRhbcMZ0jqMrXFnSMnOJ8TbjY4Nfei++BkUlJ4ydu46aWtLjW0t9Fx1QuGfA+lecKChBhoEmTcxseW93NAxynbObtW0CnptaRjgTqSfO6cy8vjrWDr9WlxQ56hBF/BtxODM4wxofR/bgxqSmptKsEcwMSEx6HXWC/kBDQewPWX7+bagDtYRUg6mQxaPqXrW9VNC/Z6ulufRKNCDz+/swYSPNhOflsvYDzax9I4eNAzwKP/A4BYw9Wf45AZIPUj4l7ezaMIXPLbzdVafXM0jax/hWOYx7u5wd6WnGfoMHYr3oEFkbdnC36tW0XnIEHy6d6+3I6SKSVJKVKulu1aj9BlogEUPm1rY147SAGXI4OsDm5gyZEat9FHUDheDgUE9e9p+3pa0jeTcZMDxe6VYZdoiMpvhVVhOYe3y/jBcQluBWwAZfs0cLAWsYcozkJvqimdooV2LToMw0ti3ZSVtel9f9vkr6OCWldYpgg66uiEj5vyUvTKeQ1Xbilz92fb9LwyYPLbinRVCCCGEuALpdZrdSJxP/v4NZcgouz7SueskpcH+qNJ7pRo0BkZspWd0zGXobe3QNOtr9PXfJ9l4NK10UkrToM1NsPFN9Pu/p+sYxzMD9Do9XcO6nt8Qt67UCKmSdBqEchriN0KTvtXwTKBhgIdtKl98Wi7jPtjMZ9N70CjwIompwGiYutw6lS/tMJ5LRvP6rd/xmk8UC/cv5N1d7xKXFcezvZ7FzVC5YvaaXo9H165kp6bi0bVrvU9IgUzfE9XseFZSte4n6i/bUq/VyKPIp9rPWVEFrmU/dnlLBueln6qWxy/vPFlFl7eIZlaSg9VXhBBCCCHquOq4ZykorHoB7CtVucXOAdqOsv7/oZVQkFOxk+YkV+9+FRTh584Xd/akaZAnpzLyGPvBJo6dPnvxAwOaWqfy+TWCM0fRLxzOv5uP5Zmez2DQDPwS9wvTVk7jdN7pau1vfVQnklI5OTn83//9HxEREbi5udGxY0c+//zzix63bNkyxo8fT7NmzXB3d6dx48ZMnDiRw4cvHM0gqksjn7Bq3U/UX7alXqtRrktWtZ+zooyFZT92eUsGu/tHVsvjl3ceH5cz1fIYZZ4/rJxRWEIIIYQQdVR13LME+zSqhp5cWYpHk+09lUl2flHpHcI7gn8TMOXBoRUVO6lX6MX3qcx+lRDm68bnd/agWYgXiZn5jP1gE0dTK5BM84+CKT+Df2NIPwafXMfNwV14f8j7+Lj6sPv0bsYvH88/Z/6p9j7XJ3UiKTVq1CgWLlzIrFmz+OWXX+jatSvjx49n6dKl5R734osvkpuby5NPPsmKFSt47rnn2LFjBzExMezbt6+Geu9cJnToj2b2u7AOoI1SoJn8mNChf432S1x5YkJiCPUILV376RIk+hwlxzXdbiUPO0qVKlJ5yW2A3pSHT8ZR0v2akxTSmXS/5pyr0oTOYEEfYOLPtC58nzSUP9O6UGjWYVGQqAJp3nUom46m8f3OU2w6mobZcv5xzBZVdpvJxL4Ny/nrpw/Yt2E5XkENMSnrr/RCs87u8XwNKaDKToxdyuviUphO7zE3lX1uIYQQQog66mL3NuVdJ2lKEWZWxLSbfPk6WEsi/NyJCvTAbFFsO+bgy09NOz9aauuHsOdr6/Q8S4nrUYvZuq24rTC33Me0APhEQlSvanseJYX4uPHZ9B60CPUiOauAcR9s5nBy9sUP9GtoTUwFREPGcfjkeroZg1h6/VIa+zQm6WwSk3+ZzOoTqy9Lv+uDK76m1M8//8yqVatYunQp48ePB2DAgAHEx8fz8MMPM3bsWPRlzLP88ccfCQmxr+o/cOBAGjduzGuvvcZHH3102fvvbFwNBiY3n8HCo89aE1ClV4lncosZuFZDYWdRt+l1eh7r9hgzV8+s9HKxZbWhwYbGyxh66PZSxc4VCjTQFJT55qQKbZqG2eDO+j4vYy4xZ9yYn07zI18BsDZhNIXGc6OJiuDwqXQiXBfzY0AHNjz/BzkF51cuCfd1Y9bw1gDM/nE/iZn5pdpCT/1KxKbZ1hpS55iUDoNm4aekASQUTj5fQ6oIKLSApnNctPzcNqVZX6XKvmYRHdKlqLkQQggh6qWL3dto5xa20ZRClWjUzl0nPdpiInqDaw33umb0bBpIfFoum46mMbCVg9FL7ufKR5zYbP0PwCcChr1o/feKR8upIWV9XYtZil/7YXOsK0BfJsHeRj6b3oOJH23hYFI24z/czJI7etAyzLv8A30jrVP5Ft0Ipw/Bx9cTNeUnPr3uUx5a/RBbkrYw448ZPNTlIW5tfWulC6DXd1f8SKlvv/0WLy8vRo8ebbd96tSpJCQksGXLljKPvTAhBRAREUGDBg04ceJEtfdVWD3cdzS3RT+NzuJnt11n9uO26Kd5uO9oxwcKpzM4ajBz+891uCRsecvFltc24+apRI5S5Bntv9nIM2ZxoucmYr3n41KUYdfmUpROrPf8KrVlGQ4C2CWkAAqMfuxtM529baZT6Opn11bk4ke8uh9jmsEuIQWQlJnP3Z9u5+5Pt9slpIrbvl36Hh02ziBY2c/hL05Ixav7KXKxf7zihJSXtsvBc8ggqnVcma9Z5ChFVOu4Mo+74YE7EEIIIYSor8q7twkvvIuWCT0INNuPlgoyK1om9MDkN6XmOlrDiqfwbTzqoK7U/h/g1/+U3p6VCF9Otv5XVkKq533gE263KYlAtnV7A1rfeKndvqhAL2tiqk2ED6dzChn/4Wb2J1SgRIhPONz2EwS3guwE+Pg6fLOSmTdkHre0uAWF4pW/XmH2ptkUmR1MeXRiV/xwlb1793LVVVdhuGBkTfv27W3tvXpVfAhfbGws8fHx3HTTTdXZTXGBh/uO5oGeI1m6azXHs5Jo5BPGhA79ZYSUKGVw1ODSS8KWt1xsRdqioGigibXbtpGWlklgoC+9O/fmhu/fIbldMr+Z99D9aFP8c31J98hkS3QslnNfulSmbWvTOMbvmlVqVBZgWybY9m8HbW2LrmK5xYRZd/5zUfYkQdCwMMtlEWBdgaSkQrOOhMLJ4OLg8c4pKIxiwutD2Pb9L2QlpeMT5k/vMTfZRjpd+Jr169oPF4MBhkJhQQEbvvzO4XFCCCGEEPWZo3ubse2uZuCrazmU1QRd1nDaeK7Fw3CaXFMQ+872Iw4DJ3/cz5DWYegvvHCrB4qLne9PzCIjtxA/j3Mjwixm6ygoh1e15V3pAmiw7zuYsQtObOFs2immLTvBVksrNvcdUo29L5+/pytL7+jB5AVb2H0ykwkfbebTad1pG+lb/oHeodbE1KIRkLIPPrkel9t+4OkeT9PUtymv/PUK3xz+hhPZJ5jbfy6+xoucz0lc8RmCtLQ0mjZtWmp7QECArb2iTCYT06ZNw8vLiwcffLDcfQsKCigoKLD9nJVlzY4WFRVRVFR3M5vFfa+J56ABE9tffX6DUnX6tavLajLuVdUxsCOcW4HXYrZgMVsuua1fly62f/+V/BfJudbVOix62NQi1mE/KtMWkdkMr8JyinyXNzRX0yhyDaBfzlb+9GlX9n4ldNMdJEJzXLR8Q0bM+Sl7ZT6eP1uW/US/ifajFUu+L0q+ZiU/s5pOR59xo8o8TlwZ6sJnXVQviblzkrg7J4l77brw3mZL3BnbqHYLBvacHVjqmMTMfDYdSaF7k6qthHwlx9zfXU/TIE9iT59l4+FUhrS2zmDQ4tdjKHNa3sUoyDqF6dgGVFQfVmcls9myi+hgT/zd9DX6Oni4wMe3xnD7ou3sOpnJhA838/FtnWnf4CKJJKMfTFyGYektaMl7UJ/cgGniMsY1H0ekRyRPbHiCrUlbmbB8Am9c/QZRPlGlTnElx70yKtr/Kz4pBZQ757Ki8zGVUkybNo1169bxzTff0LBhw3L3f+GFF5g9e3ap7b/++iseHh4Veswr2apVq2q7C6IWOHPcdxXuqvZzehT5XPI5WplS+bOC+4aQUWZbVlHFLnZi9x0h5+efK/iIoq5y5s+6s5KYOyeJu3OSuF8Z/j6tARevb/Trui2kHbjYCKHyXakxD9friEXH539up+iY9YvhyDOb6HKR4y5m57qVnNqXxTdxOkBHuC6bn2vp+nVCOGRl6onLNjHxo83cc5WZxhcpMQXgEnIPvbJewi/3GJYF17Gx2aNke0Qx1X0qn+Z8yvHs44xfPp7xHuOJdol2eI4rNe4VlZtbfvH6Yld8UiowMNDhaKgzZ6yjBYpHTJVHKcUdd9zBp59+ysKFCxkxYsRFj3n88ceZOXOm7eesrCwaNmzI0KFD8fG59BvR2lJUVMSqVasYMmQILi4utd0dUUMk7hCSHMJXv39VrefMdanA/PKLaOl6CD1XY67ARU0KfmW2+bicsRY1v4imbZrR77rrKtFDUZfIZ935SMydk8TdOUncryyBcWdYdPivi+43tG/3SxopdSXHXNubxIYvdpOsfLjuOmtJHS3eB+LnXdJ5O/a9hg5RfXj7rQ3AWcb078i1bcOqocdVM/QaE9MXb+ev+Aw+OGxk/uQYOkeVM0OhWP41WD4bjTFhO/3jX8U04WsIv46b8m9i5tqZ7D69m8W5i3m066Pc3Oxm22FXetwrqni22cVc8Umpdu3a8dlnn2EymezqSu3ZsweAtm3blnt8cULq448/Zv78+UyaNKlCj2s0GjE6qJfi4uJSp98YxerL8xCV48xx7xbRjVCPUFJyU+xX7LsEiT5HyXFNx7PQr3RNKSi7ptQ5OnMBg/02M+tMQzILg0l1ceUz/7YUnasxZVAmbj6zhsj805xyC+KfwAZYlIZOUygL5Ka6YsrXY3AzE6Pt5mh+OgVGP8ePpxQuRRn0HX+z074HnIkzf9adlcTcOUncnZPE/crQs1kI4b5uJGXmO7yy1IAwXzd6Ngu55JpSV2rMeze3Ttn7JzmHL/9OoGmwF90a97WuspeVyMVrSF1IA58ItMZ9+e1gKodTzgLW17o2n7+/iwuLpnVn2id/sSk2jdsXbefjKV3pfq6uVplcguDW7+DTW9BObsVlyc0w+VtCG3RmwbAFPL3haX6O+5nntz7P8ZzjPNT5IQB2Je9iV+EuQs6E0C2im62ebl1T0Zhd8UmpkSNH8uGHH/LNN98wduxY2/aFCxcSERFB9+7dyzxWKcX06dP5+OOPef/995k6dWpNdFkIcQXS6/Q81u0xZq6eiYZml5gq+XNl2tBgQ+NlDD10e6li5woFGmgKHK4hDFj0RhanLcKiN6Jzg1Dg0dR0MtmB2XKCG3dvQOWdP87gbiYnxposT97uiymv5B8oRbPgZexrfXvpJ3/u8SI6pEtxciGEEEKIaqDXacwa3pp7Pt2Ohn36pfjqbdbw1vWyyHmxbcfOYNBpmCyKJ7/bC0C4rxvvxjxGp00PgMNXRjn4d/HPsKPNo9z78hq7VahvfHs9s4a3Zlhb+1X5apKHq4EFU7oyfdFfrD9ymikfb2P+lC70ig4q/0A3X5i8DJaMhuObYPFNMOkbjA27MafvHJr6NuXtnW+zeP9i/k7+m9O5p0nJSwHgq9+/ItQjlMe6PcbgqMGX/0nWEl1td+Birr32WoYMGcI999zDhx9+yJ9//smdd97JihUreOmll9DrrTdl06ZNw2AwEB8fbzt2xowZzJ8/n6lTp9KuXTs2b95s+2/Hjh219ZSEELVkcNRg5vafS4hHiN32UI9QXuv/Gq/1f63SbTNunkrkKEWeMduuLc+YReQoRVTrOFyKMuzaXIrSccnfA0ph0dsniQpc/XBz7Uv3o2dRefb9N+XpOLXBn1MbAjDlXfjrW6PIxfPcyn4WuxaXogyiWsdxwwN3lPPqCCGEEEKIyhjWNpx5k2II83Wz2x7m68a8STG1mkS53FbsTeSeT7djstiPhkrKzGfUn0Hs6PkG+Fzw/H0iYMxi638O2nb0fINRfwbZJaSKz3nPp9tZsTfxcjyVCnN31fPRbV24ukUweUVmbv9kG+sPn774gUZvmPg1NO4LBVmweCTEb0LTNO7qcBevXP0KBp2B/Wn7bQmpYim5KcxcPZPf4n+7TM+q9l3xI6UAli1bxpNPPsnTTz/NmTNnaNWqFZ999hnjxo2z7WM2mzGbzSh1/kPx448/ArBgwQIWLFhgd86oqCiOHTtWI/0XQlw5BkcNZkDDAWxP2U5qbirBHsHEhMTYhsVWqS0KigaaWLttG2lpmQQG+tKvaz9cDAYYCoUFBWz48juyktLxCPHmRd1HjPnzX447qGmgFIeb3ULw6d1o5X67dJ5ZZ+BY1DAA3Ppm0thUQOy+IzRt04y+42+WEVJCCCGEEJfBsLbhDGkdxta4M6Rk5xPi7Ua3JgH1eoSU2aKY/eN+h5PzFNar1Hu3N2D9w3vQn9gEOcngFQpRvaB4Klqr6yF+o63N3LAn9768BkV+meec/eN+hrQOq9XX1s1Fz/uTO3Pvku38cTCF2xdu44PJnenfMqT8A41eMOFL+GwcxK2BT2+GiV9C4z4MbjQYH1cfzuSXXmW7eDbGi1tfZEDDAXV2Kl956kRSysvLizfeeIM33nijzH0++eQTPvnkE7ttknQSQjii1+npGta1WttcDAYG9ezpsM3VaGTA5PPTjzNeO0KKaznFETWNArcAMvya4Z9x+MJGh4ckhPeh0OiHMf8MIxuH4d29Ozk//0y/6667ImsQCCGEEELUF3qdRs/oi9QXqke2xp0pNZqpJAUkZuazNT6TntF9He+k00OT821bj6ZV7JxxZ2r9tXZz0TNvUgz/WrqDVfuTuXPR38ybFMOgq0LLP9DVAyZ8AZ9PgKN/wKe3wITP2e7h6TAhVUyhSMpNYnvK9jLvReqyK376nhBC1DfRuRVYrQMocK3YSp9mnQvxUdcA0Dh+BfqMzCr3TQghhBBCiPKkZJedPKrKfpfrnJeT0aDnnQkxDGsTRqHZwt2f/s2v+5IufqCLO4z7DJoPBVMeLB1LatyfFXrM1NzUS+z1lUmSUkIIUcN8wiu2LLBrYTbpfs1JCulMul9zlF0hdc3Wdjh6FIWuPrjlnSY8aTOG4ODL1XUhhBBCCOHkQrzdLr5TJfa7XOe83FwNOt6a0Inr24dTZFbcu2Q7v+ypQN0rFzcY+ym0vA5M+QSvK3tGWEnBHvXzGr9OTN8TQoj6pMnE0RjX/USBq5/9qnwlmU3sv+pWCo3nR1UZ89NpfuQrAA43G02Bm/2Iq8C0vbiGBuPRpTMmi32xcyGEEEIIIapDtyYBhPu6kZSZ77CulIa12Hu3JhX7IrbkOcuawleVc9YEF72ON8Z2xKDT+H5nAv/6bAevWxTDO0SUf6DBCKMXwtdTiTn4E6EmX1IM+jJfz1CPMGJCYi7HU6h1MlJKCCFqmN5oJKzpfusP6oI/PUpZ/9MbKHT1s2sqMPqxt8109raZToHRr9RxpyKv5p+RE9H09a8AohBCCCGEuDLodRqzhrcGHFc7VcCs4a0rVZBcr9OY3CPKYVvxWSp7zppi0OuYO6Yjo2IiMVsUD3y+g+93nqrAga4w+hP0rW/isbQzoBTaBfcG2rl7g0fDB9bLIucgSSkhhKhxZouZ11utIdZ7Pi5FGXZthqJ0TFo+ClV6FJWmoTRQGmW2HYgNpMhkuqz9F0IIIYQQzm1Y23DmTYohzLf0dLqrwr0Z1ja80ufcFJsGgLuLffIlzNeNeZNiqnTOmqLXabx8SwfGdGmARcGDX+zkm79PVuBAFxj5AYMLYW7KaULMZrvmULOZuSlpDN66GCzmMk5St8n0PSGEqGHbU7aTnJvMr+2S+c28h+5Hm+Kf60u6RybHg3UMP3h/mcdqZay+V9zmUeDL2m3b6Nely+XouhBCCCGEEIA1MTWkdRhb485YC5ArmPnlTg4kZrPt2Bm6Nq74VLutcWdYd/g0Bp3GLw/0JTEzn5TsfEK8rVP2rsQRUhfS6zTmjGqPQa9j6Zbj/PvrXZgtijFdG5Z/4MmtYMpjsAkG5Oax3c1Iql5PsNlMTH4B1hRdLsRvtFuxsL6QpJQQQtSwkitnWPSwqUWs7edmpy99rnhamqy+J4QQQgghLj+9TqNndKDt581xaXy29QSvrTrE0uk9Knye11YdAmB0l4Y0DvKkcZBntfe1Juh0Gs/f1BaDTmPRpnge+WY3RRYLE7s7npoIQE6y7Z96oGt+wUX3q09k+p4QQtSw8lbOyHXJuuTzBwb6XvI5hBBCCCGEqKx/DWyOi15j49E0Nh1Nq9AxG4+eZlNsGq56Hf8a2Owy9/Dy0zSN2Te2YWrvxgA8+e1eFm06VvYBXqEVO3FF96tjJCklhBA1LCYkhlCPUIdT8RJ9jpLjmm6tKeWAOve/stpyjZn069q1WvsrhBBCCCFERUT6uTOuayMA5v76D5uOnub7nafYdDQNs+X8NazZoth0NI3vd5xi9g/7ABjXrSGRfu610u/qpmkaT9/Qmjv7NQXg6e/3sWB9nOOdo3qBTwSOy8Zj3e4Tad2vHpLpe0IIUcP0Oj2PdXuMmatnoqHZJ5k02NB4GUMP3Y5C2SWuSu5XVluz671xMRgoKiq6/E9ECCGEEEKIC9w3oBmfbT3Otvh0xn+4xbY93NfNtmrf7B/3k5iZb3fcVeE+NdrPy03TNB6/thUGnca7q4/y7E/7MVks3Nkv2n5HnR6GvQhf3oo1MVXyC+hz1/vD5lj3q4dkpJQQQtSCwVGDmdt/LiEeIXbbQz1CmXHzVCJHKfKM2XZtecYsIkepcttGDh182fsuhBBCCCFEWXaeSMdkKT2yPykzn7s/3c7dn24vlZACeGLZHlbsTayJLtYYTdN4+JqWzDg3LfF/Px/knT+PlN6x9Y0wZhH4XLDCoE+EdXvrG2ugt7VDRkoJIUQtGRw1mAENB7A9ZTupuakEewQTExKDXqeHKCgaaGLttm2kpWUSGOhLv679cDFYf22X1yaEEEIIIURtMFsUs3/c77DNcQEKe7N/3M+Q1mF1YrW9itI0jZlDW6LX6Xjtt0O8vPIfzBbFjEHN7XdsfSO0uh5T7Fp2rltJx77XYGjar96OkComdzBCCFGL9Do9XcMc14ByMRgY1LNnpduEEEIIIYSoDVvjzjgcBVURCkjMzGdr3Bm7Ff3qiwcGN8eg13h55T/MXXUIk0Xx4ODmaFqJBJxOj4rqw6l9WXSI6lPvE1Ig0/eEEEIIIYQQQghRDVKyq5aQqu5zXKnuG9CMJ65rBcCbvx/m5ZX/oFRFxpDVX5KUEkIIIYQQQgghxCUL8Xa7Is5xJbuzXzRP3WAt+P7u6qPM+eWgUyemJCklhBBCCCGEEEKIS9atSQDhvm5UpSKUhnWFvm5NAqq7W1ecaX2aMPvGNgC8vzaW//50AKUUZotiS9wZ/j6tsSXuDGYHBePrG6kpJYQQQgghhBBCiEum12nMGt6aez7djoZ9cfOSPztqA5g1vHW9KnJentt6Ncag13jy270s2BBHbGoOB5OzScrMB/QsOvwX4b5uzBremmFtwy96vrpKRkoJIYQQQgghhBCiWgxrG868STGE+dpPwwvzdeO9STG8V0bbvEkx9Tr54sjE7lG8eHM7AFYfSj2XkDovKTOfez7dzoq9ibXRvRohI6WEEEIIIYQQQghRbYa1DWdI6zC2xp0hJTufEG/rtLziUVDltTmbWzo35H8/HyQzr6hUm8I6imz2j/sZ0jqsXr5GkpQSQgghhBBCCCFEtdLrNHpGB1a6zdlsjTvjMCFVTAGJmflsjTtTL18zmb4nhBBCCCGEEEIIUQtSsvMvvlMl9qtrJCklhBBCCCGEEEIIUQtCvN0uvlMl9qtrJCklhBBCCCGEEEIIUQu6NQkg3NeNsqpFaUC4r7XuVn0kSSkhhBBCCCGEEEKIWqDXacwa3hqgVGKq+OdZw1vXyyLnIEkpIYQQQgghhBBCiFozrG048ybFEOZrP0UvzNeNeZNiGNY2vJZ6dvnJ6ntCCCGEEEIIIYQQtWhY23CGtA5j05EUfl23haF9u9OzWUi9HSFVTJJSQgghhBBCCCGEELVMr9Po3iSAtAOK7k0C6n1CCmT6nhBCCCGEEEIIIYSoBZKUEkIIIYQQQgghhBA1TpJSQgghhBBCCCGEEKLGSVJKCCGEEEIIIYQQQtQ4SUoJIYQQQgghhBBCiBonSSkhhBBCCCGEEEIIUeMkKSWEEEIIIYQQQgghapwkpYQQQgghhBBCCCFEjZOklBBCCCGEEEIIIYSocZKUEkIIIYQQQgghhBA1TpJSQgghhBBCCCGEEKLGSVJKCCGEEEIIIYQQQtQ4SUoJIYQQQgghhBBCiBpnqO0O1BVKKQCysrJquSeXpqioiNzcXLKysnBxcant7ogaInF3PhJz5yRxdz4Sc+ckcXdOEnfnIzF3TvUl7sW5k+JcSlkkKVVB2dnZADRs2LCWeyKEEEIIIYQQQghx5cvOzsbX17fMdk1dLG0lALBYLCQkJODt7Y2mabXdnSrLysqiYcOGnDhxAh8fn9rujqghEnfnIzF3ThJ35yMxd04Sd+ckcXc+EnPnVF/irpQiOzubiIgIdLqyK0fJSKkK0ul0NGjQoLa7UW18fHzq9BtcVI3E3flIzJ2TxN35SMydk8TdOUncnY/E3DnVh7iXN0KqmBQ6F0IIIYQQQgghhBA1TpJSQgghhBBCCCGEEKLGSVLKyRiNRmbNmoXRaKztrogaJHF3PhJz5yRxdz4Sc+ckcXdOEnfnIzF3Ts4Wdyl0LoQQQgghhBBCCCFqnIyUEkIIIYQQQgghhBA1TpJSQgghhBBCCCGEEKLGSVJKCCGEEEIIIYQQQtQ4SUoJIYQQQgghhBBCiBonSSkhhBBCCCGEEEIIUeMkKSWEEEIIIYQQQgghapyhtjsgriwFBQUcPHiQkydP0r59e7y9vfHz88NisaDTSQ6zvpK4Ox+JuXOSuDsnibtzkrg7J4m785GYO5/6FnNJSgmb7Oxshg0bxvHjxzl16hReXl707t2b559/npiYGJRSaJpW290U1Uzi7nwk5s5J4u6cJO7OSeLunCTuzkdi7nzqY8zrXhpNXBb5+fn0798fb29vPvjgA44cOcJ9993HoUOH6N27Nz/99FOde3OLi5O4Ox+JuXOSuDsnibtzkrg7J4m785GYO596G3MlhFLq999/Vw0bNlQbNmxQZrPZtv2XX35Rffv2VUajUf3www9KKWXXLuo2ibvzkZg7J4m7c5K4OyeJu3OSuDsfibnzqa8xl6SUUEoptWDBAmUwGFR2drZSSqmCggJb24YNG1S/fv2U0WhUW7duVUopZbFYaqWfonpJ3J2PxNw5Sdydk8TdOUncnZPE3flIzJ1PfY25TN8TAFx11VXodDo+//xzAFxdXTGbzQD06tWLJ598kqioKB5++GFOnz5dN4cFilIk7s5HYu6cJO7OSeLunCTuzkni7nwk5s6nvsZcklICgMjISCIjI1m0aBF79+4FQK/X297kQ4cOZeLEiWzbto2UlJTa7KqoRhJ35yMxd04Sd+ckcXdOEnfnJHF3PhJz51NvY17bQ7VE7blwON/333+v9Hq9mjp1qoqPj7dtLx4WmJmZqXQ6nZo/f36N9lNUL4m785GYOyeJu3OSuDsnibtzkrg7H4m583GGmBtqOykmatbZs2d5/vnn2bdvHx4eHnTo0IH7778fNzc3brzxRv73v//x+OOPo9PpeOihh7jqqqtswwL/+ecfwsPDady4cW0/DVFJEnfnIzF3ThJ35yRxd04Sd+ckcXc+EnPn43Qxr+2smKg52dnZqmXLlqpjx47q+uuvV127dlV6vV51795d/fTTT6qwsFBZLBY1Z84cpdfr1aBBg9SSJUuUUkodPHhQ3XvvvapJkybq5MmTtfxMRGVI3J2PxNw5Sdydk8TdOUncnZPE3flIzJ2PM8ZcklJOwmw2q9tvv1317dtXHTt2TCmlVFZWlvr5559VdHS0ioyMVIsWLVKFhYVKKaW+/vprFR4ertzc3JS3t7eKjo5WERERaseOHbX4LERlSdydj8TcOUncnZPE3TlJ3J2TxN35SMydj7PGXFNKqdoerSVqRs+ePenUqRPvvvuu3fa4uDiGDx9Oeno68+bN4/rrr0ev1xMbG8uhQ4f466+/aN68OT169CAqKqqWei+qSuLufCTmzkni7pwk7s5J4u6cJO7OR2LufJwx5pKUcgIWi4WsrCxiYmK4/vrreeuttygqKsLFxcW2T3x8PEOGDMHHx4eVK1cSGBhYiz0W1UHi7nwk5s5J4u6cJO7OSeLunCTuzkdi7nycOea62u6AuPx0Oh1+fn5cf/31fPzxxxw+fBgXFxcsFgsASimioqJ477332LdvH3Pnzq3lHovqIHF3PhJz5yRxd04Sd+ckcXdOEnfnIzF3Ps4cc0lKOZERI0bg5+fHfffdx4kTJ9DpdFgsFjRNA6B79+7079+fbdu2UVBQUMu9FdVF4u58JObOSeLunCTuzkni7pwk7s5HYu58nDHmkpRyIoMHD+a2225jy5YtPProo5w8eRKdTkdRUREAnp6ehIeHk5GRYXvTi7pP4u58JObOSeLunCTuzkni7pwk7s5HYu58nDHmhtrugLh8isuFlXyzPv/886SlpfHZZ5+RkZHBW2+9RXR0NADp6ekkJCTQpk2bevMGd0YSd+cjMXdOEnfnJHF3ThJ35yRxdz4Sc+cjMZekVL1W/CZdt24dDRs2pHHjxgC89957+Pn5sWjRIjp37szMmTNRSnH48GE2b97Mxo0b7QqqibpF4u58JObOSeLunCTuzsNisaDTWSc1SNydk8Td+UjMnY/EXFbfq7eUUmiaRmxsLM2aNQMgLS0NLy8v25t3+fLlLFu2jJ9++glfX1+io6N56aWXaNeuXW12XVwCiXv9V1RURHJyMhEREbabFUBi7gSKb1CLP+cgcXcGJeNdTOJev1242lIxibtzKf6dL3F3PhJz5yH3blaSlKoHCgsLSUxMJDExkTZt2uDm5mZ3MXPvvffi7u7Oq6++CpS+wE1MTMTf3x+z2Yynp2eN919UTVFREceOHSM2NpbWrVsTFhZmF/f77rsPNzc3iXs9kpOTw5gxY2jevDnTp0+nbdu2du0S8/rJZDJx9uxZkpOTadGihd3oCZC411dms5n8/Hzi4uJo27ZtqbhK3OunrKwsevbsyXPPPcfIkSNLtUvc66eCggLWr19PXFwcDRo0oF+/fnh4eNjaJe7OR2Je/8g9e9kkKVXHZWdnM2LECOLi4oiPj6dhw4YMGjSIl156iaCgoFL7FxQUYDQaAesFr16vd/gtrLiy5eTkMGnSJHbt2kV8fDyNGjXioYce4r777sNisWAw2M/MlbjXfTk5OXTt2pXQ0FDuvPNObrnlFlxdXQFr0kJiXj9lZ2czZcoU9uzZQ1xcHF27duXGG2/kvvvuw9vbu9T+Evf6IScnhwceeIC///6b3bt306tXL+6//35uvvnmUp91kLjXF1lZWXTs2JEmTZqwZMkSwsLCbG3FcS1J4l4/ZGdnc8MNN3Ds2DFOnDiB0Wjk1ltv5c0338TV1bVUPCXudV92djaPP/44//nPf+w+5yCf9fpK7tnLJ6vv1WF5eXn06dMHFxcX/ve//7Fx40Z69+7Njz/+SJcuXdi3bx9gHf4L1hvX4jd3amoqer0es9lcb9/c9VV2djZdunQhJyeHxx57jFWrVhEQEMC8efMwm80YDAZbzEHiXh+YTCamTp1KeHg4CxcuZNy4cbi6utriXHzxYjKZbP8vMa/7zp49S7du3UhJSWHChAnMmTOH06dP88QTTzBixAjOnDkDSNzrm5ycHLp160ZsbCwjRozg9ddfJykpiSeeeML2d7045sX/lrjXfVlZWXTo0IEmTZqwaNGiUjeqxb/n5ZqufsnNzaVv3754enoyb9484uLiuO666/jhhx9ISkpC0zQsFoutELLEve7Ly8tj0KBBvPvuu0yaNInU1FS79uLkQzGJed0n9+wVoESd9dVXX6moqCi1c+dOZbFYlFJKFRYWqoULF6pmzZqpiIgItWfPHqWUUiaTyXbcqFGjlKZpKj4+vlb6LaouLy9PDRw4UA0cOFDFxcXZtv/888/K29tbnT592m5/s9ls+7fEve5KTExUbdu2VR9++KHts75+/Xr1zDPPqDvuuEM988wzKiUlpdRxEvO67YknnlCdOnVS//zzj21bZmam6tq1q9I0TbVr1872mZfPev2Qn5+vRowYoQYPHqxiY2Nt23fu3Km8vb3Vf/7znzKPlbjXXTk5OSo6OlrdcMMNKjExURUVFSmllIqPj1d79uxRP/zwg0pISFAFBQVKKfm81yfPP/+86tChg9q/f78qLCxUSim1e/du5eHhoQ4dOqTMZrMt3hL3uq+oqEg98MADqmHDhmrSpEnKz89P9e7d2+E13IUk5nWX3LNfnIyUqsNiY2PJzs6mQ4cOaJpGYWEhLi4uTJo0iblz5+Ll5cV1111HSkoKer3eln0NCgrC19eXwsLCWn4GorK+/PJLTCYTjzzyCI0bN7Z9k5Kbm0t0dDSvvPIKY8eO5b///S8ZGRnodDqJez0QFxdHXFwcPXv2RNM0vvjiC4YMGcKXX37J8uXLmT17Np07d2bXrl2AdZgvSMzrur179xISEkKLFi0A61BuHx8fFixYgL+/P3v37uXmm28mKyvLrsaUxL3u+uGHH4iNjeWBBx6wrb5jsViIioqiadOmtm9THZG4101KKZ566iliY2Pp0KEDYWFhGAwGvvvuO4YPH07Pnj0ZMWIEvXv35vnnn+fs2bO2BQ9A4l7X7dq1C3d3d6666ipbbZns7GzCw8N54YUX6NevH+PGjePEiRPodDr5+17H7du3j99++41evXrx6quvMnfuXPbt28eoUaNKjZi6kMS87pJ79gqo5aSYuATffvutMhgMasWKFbZtJb9N+fTTT1VwcLAaO3asys/Ptzs2NTW1Rvsqqsf27dvV3Llz7eKZm5ur2rZtqyIjI9XAgQNVx44dlZubm7r++utVdna23fES97opPj5eubu7q/fee08lJCSoyMhI9dxzz6mTJ08qpZT65JNPVIsWLVTjxo3VmTNn7I6VmNc9JpNJ5ebmqsGDB6urr75aZWRk2NosFovav3+/atiwoRoyZIjy9vZWH3/8se24YhL3uunLL79U0dHRdjEvdsstt6hu3brZjZxQStm+dVVK4l5Xbdq0SY0YMUJpmqY++OADtX79emUwGNTtt9+uPvzwQ/XLL7+obt26KYPBoJ577jlVVFRk9x6QuNc9FotF5eXlqVGjRqmIiAi1ZcsWpZRSKSkpql27dio6Olrdc889aty4cSowMFA1bNiwVJwl7nVPXFycevbZZ1VaWppSSqmMjAz13nvvKT8/P9WnTx/biKmSv9dLkpjXTXLPfnGSlKrDtm7dqhEpNBYAABzISURBVPz8/NTYsWPthvUVv8mLiorUtGnTVFhYmEpISFBK2d+0iLqp+JeVyWRSZrNZNWzYUHXt2tU27FMppe69917l6uqq1qxZY9tX1F0JCQmqc+fOqk+fPurll19WMTExKi4uzhbXvLw89cEHHyidTqcWLFiglFK26R+i7pozZ47SNE19+OGHKi8vz7Z9w4YNqnXr1mrnzp2qVatW6sYbb7S1lbxRFXVHyRuQC6dkFrdNmDBBde/e3e64wsJC25QfUfeU/Lxu375d3XDDDUrTNOXl5aWee+45lZWVZWu3WCyqU6dO6qqrrlKZmZmljhd10zfffKNcXFxUWFiY6t+/v4qIiFCdOnVSR44cse2zYMECpWmaeuKJJ5TFYpG/73Vc8XV88e/u7Oxsu8RUUlKSbd+UlBSVm5tbK/0U1Ufu2S9Opu/VEfn5+fz2228sWbKElStXopSia9euzJ49my+//JL58+eTlpYGgE6no6ioCIPBwOOPP05ycjJ///03QKnVHMSV7cK4A7bCd3q9Hp1Ox1NPPcU333xjWzIc4KmnnqKoqIjY2FjbvqJuKBnzX3/9FaUU4eHh/Otf/2LDhg28+eabADRu3Bi9Xk9BQQFubm5MnToVNzc3Tp06BeBwhS5x5SoZ9xUrVqCU4t5772XkyJHcd999PPPMM3zxxRd88cUXXHfddXTt2pUOHTowffp0Tp06RWZmJoDdND5x5TOZTBQWFqJpmm1aTmBgIHA+liUXrigZ35ycHJ5++mlefPFFu6K44spXHPeS07E6derE7NmzGTFiBKNGjWLSpEm2FTZzc3PRNI2HHnqIgwcPsnv3bkA+73VNcdzh/DT7UaNG8dNPP3HXXXcxYcIEQkJCeOyxx4iOjrbtM3nyZAICAsjJyUHTNPn7XocUX4uvWrXKVmLBaDRiMpls0zW9vLyYOHEic+bMYe/evdxyyy2cPn2a48ePM2PGDB588EH5HV+HyD171chvtTogOzub/v37k5WVxdGjR3FxcSE6OpqXXnqJSZMmceLECZ577jl0Oh3Tpk2jQYMGuLi4YLFYOHbsGGFhYTRo0KC2n4aoJEdxb9Giha3GgI+PDwDTp0+3HVO8KsPGjRsJDw+nXbt2tdJ3UTXlfdbHjBlDfHw8s2fP5uTJkyxZsoSJEydiNBoxm80cPHiQiIgIoqOja/tpiEpyFPeWLVvywgsv8O9//5uGDRvy0ksvodfrcXV1ZcqUKcydOxeAAwcOoGma7eZV1B05OTncfvvt9OnTh7vuuguj0ehwuefiC1ODwUBBQQEWi4WcnBz+/e9/8/HHH7Nz5876vSJPPeMo7sXLfcfExDBr1iyysrKIiooCrDWnPDw8AGt9wbCwMJo3b16bT0FUgaO4m0wmDAYDQ4cOZejQoZw6dYoHH3wQd3d3wPrZN5lM7N27l8DAQNq0aQNQr5eFr09ycnKYMGECBw4c4OjRo/j6+nLTTTfx8ccfl0osenl5MX78eHQ6HY888gjDhw/Hz8+P1atXs2XLFol3HSH37FUnX7Fc4QoKChg2bBiBgYEsWrSIuLg4PvjgA3x8fJgwYQIffvght99+Ow8++CCzZ8/miSee4M8//wTg5MmTfP311/j6+hIeHl7Lz0RURllx9/T0ZMKECcybN8+uIGLJb9JPnz7NsmXLiIqKsl3UiitfeZ/18ePH89Zbb3HzzTcze/ZsAGbOnMmiRYsAa2LizTffJD8/n969e9fm0xCVVFbc3d3dmTRpEmvXruW///0vu3fvZt26dfz++++88847GI1Gjh07xrFjx+jbt29tPw1RSXl5eQwbNoyvv/6at956i6VLl1JQUICmaWV+I148miozM5N///vfLF26lK1bt9puVMWVr6y4Fy/3DdCxY0f69esHYLcEeFJSElu2bKFjx462pIWoG8qKu8FgsLt+Kx4x8eeff5KcnAxASkoK77//Pkophg0bBiAJijogJyeH7t27U1hYyH/+8x82bdrE0KFD+fLLL3nllVdK7W+xWGzXe4888ghbtmxhy5YtbN68mfbt29fCMxCVJffsl6h2Zg2Kitq8ebNq3Lix+v33323bTCaTSklJUTfddJNydXVVc+bMUcnJyerVV19VHh4eysPDQzVu3Fi1bt1ahYSEqB07dtTeExBVUl7cR44cqVxcXNScOXNKFcM9fPiwuu2225SPj4/avXt3TXdbXIKKftYTEhLUO++8o4xGo9I0Tfn5+amGDRuqiIgI+azXQReLu16vVy+88IJdbRmlrJ/1O+64QwUHB6uDBw/WdLfFJTCZTOqpp55SzZs3V88++6xq3bq1Cg4OVgsWLLDVGilZY6q4rsSECRNU165d1fTp05W7u7vavn17rfRfVE1F4l5WAfvY2Fh12223KV9fX7V3794a77uousp+3mfOnKk0TVPXXnutmjhxohoyZIgKCwtTu3btqq2nICqpsLBQTZ48WQ0aNEjFxcXZPtepqakqOjpa3XTTTWUeGx8fr2688Ubl4+Oj9u3bV1NdFtVA7tkvjSSlrnA//PCDcnV1VZs3b1ZK2RcvNplMauTIkcrLy0t98803Siml1q5dqxYsWKD+9a9/qXfeeUcdPXq0VvotLs3F4j5q1Ci7uFssFvXAAw+o/v37q6ZNm6qdO3fWSr9F1VX2s75hwwa1ePFi9fDDD6sFCxaouLi42ui2uEQV+ax7enra4m42m9WKFSvUuHHjVGRkpHzW66Dk5GTVtm1b1bt3b6WUUunp6bYL0rJuVJVS6o477lCapqmAgAD1999/13i/xaWpatwfffRR1a9fP9WwYUP5vNdBFY17cfI5IyNDzZ49W0VERKj27duradOmyRcPdczmzZtVTEyMevvtt20JqYKCAqWUUvfcc49q3rx5qZWSlVIqJydH3X777UrTNPms10Fyz35pJCl1hdu3b59yc3NTr776qm2bxWKxXbSkpaWp3r17q2bNmskKPPVIReLep08f1bJlS9svvQULFqi7775bHT58uFb6LC6NfNadU1U+6/v371fvvPOO3epMom5ZvXq1bUlwpZQ6deqUwxvVkl577TXl6uoq357XYZWNu8ViUa+//roaPXq0+ueff2q6u6KaVOXzfuLECVVQUOCwTVzZ4uPj1c0331xqNoNSSj3zzDMqJCTE7v1QLC8vT3333XcyGrKOkuv4SyNJqStcYWGhGjt2rPL391e//fabbXvxG9xsNqtvvvlGGY1GtXTpUrs2UXdVJe5Knf8mRtQ9VY25qNuqGndnWyq4vjKZTLZYl7xRnT9/vi0JGR8fr5KTk5VS1ukfou6rSNyPHz9ui7ssCV8/VCTux44ds8Vd1F1nz55VSp2fklv8/6+//roKDw9XKSkptn1Lfr7lHq7uknv2SyOFzq9wLi4uPPvss3h7e/PUU0+xefNmwFrk0GQyodPpGDhwIHq9nqSkJFubqNsqE/fExETbca6urrXVZXGJqvJZF3VfVePubEsF11d6vd5W3DwiIoJVq1YRFBTEE088weLFizlw4ADTpk1j9OjRFBUVERQUVNtdFtWgInG//fbbbXGXwub1Q0XiPn36dMaMGUNRUVFtd1dcguIVM3U6+1ttFxcXu8UscnJymDJlCtdcc02N9k9UP7lnvzSSlKoDWrRowddff82BAwf497//bavUX7ycaGpqKlFRUc5brb+eqmjcIyIiarObohrJZ905SdxFyRvVP/74w3ajOnr0aLZu3corr7yCi4tLbXdTVDOJu3MqL+5btmyRuNdDxcmpwsJC8vPzUUqRl5fHv//9b37++WeeffZZQJIUdZ1cz1WdJKXqiK5du7Jy5Uri4+MZN24c8+bNIy4ujl27dvHKK6+QkZFBr169aruboppJ3J2PxNw5SdxF8c1IaGgoH374IcnJySQmJrJ+/Xq6du1ay70Tl4vE3TmVF/cuXbrUcu/E5aLT6dA0jaysLB566CEWL17M2rVr6d69e213TVQTuZ6rGk2VHEMorngHDx7k0UcfZfny5bi7uxMYGIhOp2PZsmV07NixtrsnLhOJu/ORmDsnibs4dOgQTz/9NMuXL2fLli20bt26trskaoDE3TlJ3J2DUgpN03jvvfeYPXs2HTp0YM2aNWzYsIGYmJja7p64DOR6rnIkKVUH5efns2fPHnbs2EFkZCQdO3YkMjKytrslLjOJu/ORmDsnibvzMplMPPLII7z11lts27ZNLlydhMTdOUncnc9HH33EnXfeiY+PD2vWrKFDhw613SVxGcn1XMVJUkoIIYQQ4gpx9OhRTCYTLVu2rO2uiBokcXdOEnfncuTIEcaMGcPSpUtp1apVbXdHiCuGJKWEEEIIIYQQQojLLD8/Hzc3t9ruhhBXFElKCSGEEEIIIYQQQogaJ6vvCSGEEEIIIYQQQogaJ0kpIYQQQgghhBBCCFHjJCklhBBCCCGEEEIIIWqcJKWEEEIIIYQQQgghRI2TpJQQQgghhBBCCCGEqHGSlBJCCCGEEEIIIYQQNU6SUkIIIYSoNf3790fTNFavXl3bXRGXyZgxY3B1deX48eO13ZVLMnDgQPz8/EhLS6vtrgghhBD1hiSlhBBCCHFJNE2r9H/9+/ev7W5fNt999x3PPPMMO3furO2u1Lpt27bx1VdfMWXKFBo1amTXVvxeuFhCsnHjxmiaxieffAKcT2RW9r+SLBYLn3/+OaNHjyYqKgoPDw88PT1p3rw5kyZN4qeffkIpZXfMU089RWZmJs8999wlvy5CCCGEsDLUdgeEEEIIUbf17t271LbMzEz27t1bZnu7du0AaNSoES1btsTDw+PydrIGfffddyxcuJDGjRvTsWPH2u5OrXrsscfQNI3HH3+82s7Zrl07TCZTqe0bNmwAoG3btvj6+pZ5/NGjRxk1ahS7d+8GwN/fn5YtW6KUIj4+niVLlrBkyRI6d+7M+vXrcXNzA2DAgAH06NGDd999lwcffLBUkk0IIYQQlSdJKSGEEEJckvXr15fatnr1agYMGFBme7FFixZdtn6J2nXgwAH++OMPrr76apo0aVJt533rrbccbi8eDfXWW2+VORIvPj6enj17kpqaSpcuXXj55Zfp168fOp118oDZbGbdunX873//Y9WqVeTn59uSUgC33XYbmzdv5sMPP+S///1vtT0nIYQQwlnJ9D0hhBBCCFHtPvjgAwDGjx9fyz05b+LEiaSmpnL11Vezdu1a+vfvb0tIAej1evr378+vv/7KO++8g16vtzv+lltuwWAw8Mknn2A2m2u6+0IIIUS9I0kpIYQQQtSasgqdT5kyxVZHKD4+nkmTJhEaGoqXlxc9e/Zk1apVtn337NnDzTffTEhICB4eHvTr14/NmzeX+Zgmk4n33nuPPn364Ofnh5ubG61ateI///kPWVlZDo/58ccfueaaawgKCsLFxYXg4GDat2/P/fffz4EDBwA4duwYmqaxcOFCAKZOnWpX0+iZZ56xnW/v3r3MmjWLnj17Eh4ejqurK+Hh4YwaNYqNGzc67MMnn3yCpmlMmTKFvLw8Hn/8cZo2bYq7uzstW7a0G0GUlpbGAw88QFRUFG5ubrRp08ZWk6m8GGzdupXrr7+egIAAPD096dWrF999912Zr2V5vvzySwCuv/76Kh1f3f744w82bNiAi4sLixYtwt3dvdz97733Xry9ve22BQUF0b17d06ePGmbLiiEEEKIqpPpe0IIIYS4YsXFxfHwww+Tl5dHq1atiI+PZ/PmzVx33XWsXLkSV1dXhg0bhouLC9HR0Rw5coR169YxaNAgtm7dSps2bezOl5WVxfDhw1m7di06nY6GDRvi7e3NoUOHeP7551m2bBmrV68mJCTEdszbb7/N/fffD0BYWBgdO3YkMzOTw4cPs2fPHqKjo7nqqqtwc3Ojd+/eHD58mJSUFJo3b253npI1iP7v//6P33//HT8/P8LDw4mIiOD48eN8++23/PDDDyxatIgJEyY4fE0KCwvtnp9SikOHDjFjxgzS09O5++676dOnD/Hx8bRp0waTycT+/fuZOnUqSimmTp3q8Lzr1q3jueeew9XVlVatWnHq1Ck2bdrEyJEjefXVV5k5c2aF43bkyBESEhIIDw+nQYMGFT7ucvr8888BuOGGGy6pHlS3bt3YsGEDa9eupV+/ftXVPSGEEMIpyUgpIYQQQlyxXnjhBQYPHkxiYiJ//fUXycnJ3HvvvZhMJmbOnMnkyZO56667SE5OtrUPHz6c3Nxcnn322VLnu+uuu1i7di2DBg3i8OHDHDt2jD179pCUlMSoUaM4cOAA9913n21/k8nE008/jcFg4NtvvyUxMZFt27Zx6NAhsrOz+fHHH4mJiQGsCav169dz7bXXAvDEE0+wfv1623+333677bx33303u3fvJj09nf379/P333+TkpLCd999h7u7O/fccw/Z2dkOX5Ovv/6anJwcDh8+zK5du4iLi+Ozzz4DYM6cOUyePJkGDRpw4sQJtm/fzqlTp3j++ecBePLJJ8ucdvbss88yatQokpKS2LZtG6dOneLNN98E4NFHH2XXrl0VjlvxaK/OnTtX+JjLrbhPV1999SWdp2vXrkD5tdKEEEIIUTGSlBJCCCHEFSsoKIj58+fbplHpdDr+97//4ebmxq5du/D39+eVV17B1dUVAKPRyMsvvwzAihUr7M61e/duPv/8c6Kiovj2229p2rSprc3f35/FixfTsGFDvvnmG+Lj4wE4ffo06enptGvXjptuusnufAaDgRtuuKFKo2VuueUW2wqExTRNY8SIEfzf//0fWVlZ/Pjjjw6PNZlMLFy40K54+Lhx4+jZsyd5eXmsW7eOTz/91G6U1qOPPkpkZCSJiYm2VecuFBAQwMcff4ynp6etP/fffz+jRo3CZDIxd+7cCj+/4tcvPDy8wsdcbqdOnQK45KLrxc+p+DkKIYQQouokKSWEEEKIK9b48ePx8PCw2+br62tLLBTXbSqpZcuWuLu7k5WVRVpamm37t99+C8CYMWNK1QoC8PDwYPDgwSilWLduHQDBwcEYjUYOHTpUqZFCFXH8+HHmzJnDmDFjGDhwIH369KFPnz588cUXAGU+XqdOnejUqVOp7R07dgTg2muvJSIiwq5Nr9fTvn17AGJjYx2ed9q0aXYrzRW79957AVi5cmXFnhjWZB5YE11XiuKRZ8VJt6oqfk6pqamX3CchhBDC2UlNKSGEEEJcsaKjox1uDw4O5sCBA+W2Hz9+nJycHAIDAwFrQXSwJqfKKiZePPqleFSNXq9nxowZvPzyy8TExNC7d28GDBhA37596dOnj8MkTkUsXLiQu+++m/z8/DL3OXPmjMPt5T3nirTn5OQ4bL/qqqvK3Z6cnExWVhY+Pj5l9rlY8fMyGo0X3bemeHt7k5GRwdmzZy/pPMUF0vPy8qqjW0IIIYRTk6SUEEIIIa5YF46SKlY8Oupi7Uop27bMzEzAWoT7yJEj5T5uyYTDnDlziIyM5J133mHdunW2UVQ+Pj7ce++9PPPMM5VKvhw9epTp06dTVFTEQw89xKRJk4iOjsbLywtN0/joo49s7Y5U52tSUsnpfmVtz87OrlBSqng0UUZGRpn76HQ6LBZLmTWuiplMJsCaILwUkZGRZGRkEBcXd0nnKU4WBgUFXdJ5hBBCCCHT94QQQgjhJLy8vAD48MMPUUqV+98zzzxjO06n0/HAAw9w6NAh4uLiWLhwIePGjSM/P585c+bw0EMPVaofX375JUVFRYwbN45XXnmFjh074u3tbUsanThxotqec2WUNR2t5HZH0x4dKU5klTXaC6zTMKH8xFXJ9uL9q6pXr14ArFmz5pLOU/ycikeeCSGEEKLqJCklhBBCCKfQunVrAPbu3VvlczRu3Jhbb72Vzz77jB9++AGABQsWYLFYbPtcWOPqQseOHQPOJ0kuVN21qyrqwIED5W4PDQ2t0CgpOF/fqqxzArRo0QIoPx5xcXG26XYtW7as0GOXZezYsQD89NNPHD9+vMrn2b9/P4Bt1UUhhBBCVJ0kpYQQQgjhFEaOHAnAp59+alcAvap69OgBWKf6paen27ZfrOZQcXtycnKptoMHD5a56t7lNn/+fAoKCkptf/fddwEYOnRohc/VvXt3XFxc2LNnj8NzAlxzzTUAfP7552VO4Vu0aBEAUVFRtiRWVQ0aNIiePXtSVFTEbbfdVm49L4D33nvPVhy9pK1btwLQt2/fS+qPEEIIISQpJYQQQggn0aVLF8aMGUNaWhpDhgxhx44ddu1ms5nVq1czceJEWyJl//793HXXXWzbts2uFlNBQQHPP/88YE2YFBdTB2jatCkAa9eudVi/qU+fPoA12bNz507b9kOHDjF69GhcXV2r5wlXUlpaGtOmTbONTFJK8e6777Js2TL0ej0zZ86s8Lk8PDzo3bs3hYWFbNu2zeE+99xzD35+fhw8eJCpU6faJfYsFguLFy/mhRdeAODxxx+/6Ai0iliyZAmBgYGsXr2avn37snr1artRbhaLhfXr1zNs2DDuueeeUskypRQbN25Er9czaNCgS+6PEEII4ewkKSWEEEIIpzF//nxbQiomJoaoqCh69OhB+/bt8fb2ZsCAASxdutSWTCosLOSDDz6gW7duBAQE0LlzZ2JiYggNDeXll1/G1dWVefPm2T3GyJEjcXV15fPPP6dJkyb069eP/v3788knnwBw00030aNHD9LT0+nSpQutW7emXbt2tGrVirS0NP7zn//U9MsCwNNPP81XX31FeHg4Xbt2pUGDBtx3330opXjhhRdsU/Iqatq0aQB88cUXDtvDwsL44osv8Pb2ZvHixYSGhtKhQwe6detGSEgIt956KwUFBdx9993cddddl/r0AGjSpAmbNm2ibdu2/PXXXwwYMIDg4GBiYmLo1KkTQUFB9O3bl5UrV9K9e3fbqLZiGzdu5OTJk1xzzTVERERUS5+EEEIIZyZJKSGEEEI4DS8vL1asWMGSJUu45ppryM3NZfv27Zw+fZr27dvz6KOPsnXrVtzc3ABo3rw5H374IaNHjyY4OJhDhw5x+PBhIiMjufvuu9m/fz/XXnut3WNER0fz448/cvXVV5Oens769etZs2aNrZaUwWBg5cqV3H///YSGhnLkyBEyMjKYNm0af//9N5GRkTX9sgDW6Wjr1q2jT58+HDlyhPT0dHr06MGyZct4+OGHK32+W265BX9/f7788kvbCnoXGjp0KHv37uXBBx+kefPmHD16lJ07d2I0Ghk5ciS//PJLqaTfpWrevDk7d+5kyZIljBo1Ck9PTw4cOMA///xDQEAAEydO5JdffmHTpk2lVlX87LPPAJg+fXq19kkIIYRwVpoqa11gIYQQQghR7/Xv3581a9bw559/0r9//2o99//+9z+efPJJFi9ezKRJk6r13DUtIyODxo0b06hRI3bu3IlOJ9/tCiGEEJdK/poKIYQQQojL4v/+7/+IiIjg+eeft6vdVBe98cYbZGZmMmfOHElICSGEENVE/qIKIYQQQojLwsPDg0WLFjF27FgSEhJquzuXxN/fn7lz53LdddfVdleEEEKIesNQ2x0QQgghhBD116BBg+rFSnUzZsyo7S4IIYQQ9Y6MlBJCCCGEEEIIIYQQNU4KnQshhBBCCCGEEEKIGicjpYQQQgghhBBCCCFEjZOklBBCCCGEEEIIIYSocZKUEkIIIYQQQgghhBA1TpJSQgghhBBCCCGEEKLGSVJKCCGEEEIIIYQQQtQ4SUoJIYQQQgghhBBCiBonSSkhhBBCCCGEEEIIUeMkKSWEEEIIIYQQQgghapwkpYQQQgghhBBCCCFEjft/1LukJhAVbp4AAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "# Example measured heights in meters\n",
    "measured_heights = np.array([2, 2.99, 4.47, 6.69, 10])  # Measured heights\n",
    "heights_km = np.linspace(0, 10, 1000)  # Heights in kilometers, ranging from 0 to 10 km\n",
    "\n",
    "# Prepare to calculate LCL for each timestamp and each T_surf from different heights\n",
    "lcl_dict = {f'LCL_qv_T_{h}m': [] for h in measured_heights}\n",
    "\n",
    "# Loop through each row in the DataFrame\n",
    "for index, row in merged_data_10min.iterrows():\n",
    "    \n",
    "    # Extract qv values for this timestamp (specific humidity)\n",
    "    qv_values = np.array([\n",
    "        row['qv_2m'],\n",
    "        row['qv_2.99m'],\n",
    "        row['qv_4.47m'],\n",
    "        row['qv_6.69m'],\n",
    "        row['qv_10m']\n",
    "    ])  # Specific humidity in g/kg\n",
    "\n",
    "    # Extract measured temperatures for this timestamp (in Kelvin)\n",
    "    measured_temperatures = np.array([\n",
    "        row['Temperature_K_2'],\n",
    "        row['Temperature_K_2.99'],\n",
    "        row['Temperature_K_4.47'],\n",
    "        row['Temperature_K_6.69'],\n",
    "        row['Temperature_K_10']\n",
    "    ])  # Temperatures at corresponding heights\n",
    "\n",
    "    # Arrays to store qs values (saturation specific humidity)\n",
    "    qs_values = []\n",
    "\n",
    "    # Loop through each T_surf for each height\n",
    "    for t_idx, T_surf in enumerate(measured_temperatures):\n",
    "        # Surface pressure for this timestamp (assumed constant across heights)\n",
    "        P_surf = row['BP_mbar_Avg']  # Surface pressure in mbar\n",
    "\n",
    "        # Calculate qs (saturation specific humidity) over height for this T_surf\n",
    "        qs_values = []\n",
    "        for z in heights_km * 1000:  # Convert heights from km to meters\n",
    "            # Temperature at height z (K), assuming a lapse rate of -9.8 K/km\n",
    "            T_z = T_surf - 9.8 * (z / 1000)\n",
    "\n",
    "            # Pressure at height z\n",
    "            p_z = calculate_pressure(P_surf, z, T_surf)\n",
    "\n",
    "            # Saturation specific humidity at height z\n",
    "            qs_z = calculate_saturation_specific_humidity_lcl(T_z, p_z)\n",
    "\n",
    "            # Store qs value\n",
    "            qs_values.append(qs_z)\n",
    "\n",
    "        # Convert qs_values to a numpy array for further processing\n",
    "        qs_values = np.array(qs_values)\n",
    "\n",
    "        # Extrapolate qv to the height range\n",
    "        qv_extrapolated = np.interp(heights_km, measured_heights / 1000, qv_values)\n",
    "\n",
    "        # Find the LCL: where qv and qs intersect\n",
    "        LCL_height = None\n",
    "        for i in range(len(heights_km)):\n",
    "            if qv_extrapolated[i] >= qs_values[i]:  # Find the point where qv crosses qs\n",
    "                LCL_height = heights_km[i]  # Height at which they intersect\n",
    "                break\n",
    "\n",
    "        # Append LCL height for this T_surf (for the corresponding height)\n",
    "        height_label = measured_heights[t_idx]\n",
    "        lcl_dict[f'LCL_qv_T_{height_label}m'].append(LCL_height)\n",
    "\n",
    "# Convert LCL heights list to new columns in the DataFrame\n",
    "for height_label, lcl_values in lcl_dict.items():\n",
    "    merged_data_10min[height_label] = lcl_values\n",
    "\n",
    "# Convert the 'TIMESTAMP' column to datetime format for better plotting\n",
    "merged_data_10min['TIMESTAMP'] = pd.to_datetime(merged_data_10min['TIMESTAMP'])\n",
    "\n",
    "# Plotting LCL over time for each surface temperature\n",
    "plt.figure(figsize=(12, 6))\n",
    "\n",
    "for height_label in measured_heights:\n",
    "    plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min[f'LCL_qv_T_{height_label}m'],\n",
    "             marker='o', linestyle='-', label=f'T_surf = {height_label}m')\n",
    "\n",
    "# Format the x-axis to show time in HH:MM format\n",
    "date_format = DateFormatter('%H:%M')\n",
    "plt.gca().xaxis.set_major_formatter(date_format)\n",
    "\n",
    "# Customize plot labels and title with larger fonts\n",
    "plt.title('Lifting Condensation Level (LCL) Over Time for Different Surface Temperatures', fontsize=18)\n",
    "plt.xlabel('Timestamp (UTC)', fontsize=16)\n",
    "plt.ylabel('LCL Height (km)', fontsize=16)\n",
    "\n",
    "# Rotate x-axis ticks for better readability\n",
    "plt.xticks(rotation=45, fontsize=12)\n",
    "plt.yticks(fontsize=12)\n",
    "\n",
    "# Show legend\n",
    "plt.legend(title='Surface Temperature Height', fontsize=12)\n",
    "\n",
    "# Show the grid\n",
    "plt.grid(True)\n",
    "\n",
    "# Adjust layout to prevent overlap\n",
    "plt.tight_layout()\n",
    "\n",
    "# Display plot\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "52fec3d1",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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1WnzyyScm5zcAaFOmTbF0mdb4fBCpERsLIoGMHTvWZHjt2rWtusxke0lNTW31oTkXNwy16jcbpaWlKC8vN5m2/o24nJ2d262puLgWQN4z09QhOk39PfVt377d2FRoNBp8/PHHmDp1Ktzc3HDixIlWnfxqiS1btmDevHnGS7mOGzcOmzZtgoeHR4Np+/Xrh08//RSAfOhPfn6+8ceUwWBAamqqybRtWVdtpkeOHGn2EKjG/rW4KVFRUXBxcTEeP5+cnGzy+sXDjf0NF7t4vZZcQrQ126U506dPx4cffggAqKiowG+//Ybp06e3up62cHFxwbhx44znIB07dgxFRUWt+luys7MxZcoU43lZ3t7e2Lp1K6644ooG016cUXOZuri4mHVulaXvk7Z+PojUileFIhLIJZdcguHDhxuHv/76a7zwwguNTnvw4EGT8wPU4uLDjT7++GPj88LCQnz99ddNTtvetQQGBuLBBx9s8Bg5ciRGjBjR4vLqH5ft4eGBOXPmGI/F/uyzz5qc7+If2+bs8bjYa6+9huuuu874g/bWW2/Fzp07m/wROG3aNJPhTZs2GZ/v3LnT5GpAF0/b2nVZIiIiApIkNXjU3pXc1tbW5CpM27dvN+4FkiTJ5O8ZNmyYcU9YYmIiVq9e3eCuyZIk4b///a/JuNoT51uqpVZrt0tSUhL++OOPRl+rfyUjoH0Pt/nll18aPXSvoqKiwQUl6mvpjvHHjx/HJZdcYmwqoqOjcfDgwUabCkD+/NU/n2Tz5s3G55WVldi+fbtxePLkySaNX/27qY8ePdo43tL3SVs+H0Rqxj0WRCqycuXKBj9eAPn469pDMD744AOMGDHC+MPnP//5DzZu3IgJEybA09MTOTk52L9/P44dO4ZXXnkF48ePb3RdTZ3w+cADD2Du3LlW+otab8qUKYiJiUFSUhIA4O6778bvv/+OwMBAfPHFFyaHJ913333tWsuAAQNw5ZVXYvfu3QDkw1G2b99uPAcgNTUV+/fvR2pqKj766KMWb8hV/8ZnhYWFmDhxIq644gr8+eef2Lp1a5PzdevWzWT4rrvuwoQJE2BnZ4dp06YhNja22fW+9NJLJoewREdHo0ePHnj11VdNpuvTpw8mTJgAAOjVqxdmzJhhrOu+++5DQkICHB0dTU4kHzJkCK6++uo2rWv8+PGNnmR74sQJ4wntgOklPc2xbNkybNmyBTU1NUhPT8fo0aMxZcoU/PzzzyaXLV2+fLnxeXl5OR5//HE8++yzuPrqq9GvXz/odDqTk7cBOcuL9yA2x5Ltcvz4ccycORP9+vXDqFGjEBQUhOLiYuzfvx8HDx40zuPm5mb2Sd8FBQUmV9uqf+jh4cOHjTVGRUXhzjvvBCD/aH7jjTcwZswYDBkyBB4eHsjNzcXXX39t8i/zV1xxhdnNY3Jyssn3mJ2dHa699tpGL81af7s99thjxr20Bw8exMSJE3H55Zdj+/btyMjIACA3Cw8//LBZdQCWvU8s/XwQqV573yiDiCx38Q2kmnr079/fZL4jR45IsbGxLc73yiuvGOe5+AZ55szTlOZukGfufOHh4U1O988//0jBwcHN1rly5coG89V/vbGbDTb1enM3yMvJyZH69u3b4nYz5+aGVVVVTS7r4nwuvjHboEGDGp3vyy+/bHG95mZ/8Q3S8vLypH79+jU5fVhYmHTq1CmrrKsxF7/PLPHOO+9IGo2myToeffRRk+mPHj3aYu3dunWTTpw40ao6LNkuW7ZsaXF6Z2dn6euvvza7jtTUVLPqqH8TuaVLl7Y4fUREhJSYmGiyruZukGfud19juT/66KNNTqvRaKR33nmn2e1/8Q3yJKn17xNJsuzzQaR2PBSKSEADBw7Ev//+iw0bNmDmzJkICwuDk5MTXF1dERcXhxkzZuDjjz/GbbfdpnSpFunTpw/+/vtvPP744xgwYABcXFxgb2+Pbt26YdasWfjpp5/wxBNPdEgtAQEB+P333/HGG29g1KhR8Pb2hp2dHQIDAzF48GDceeed+P777zFv3rwWl2Vvb489e/Zg4cKF8PHxgVarRZ8+ffDuu+9ixYoVzc67efNmzJw5E97e3h12lRlfX18cOnQIa9aswcCBA+Hi4gInJyf06tULy5Ytw7Fjx9p0j5COcPvtt+PQoUOYNWsWAgMDYW9vD19fX0yePBnff/99g3tl9O7dGzt27MBdd92FAQMGIDAwEHZ2dnB3d8ewYcPw1FNP4d9//0XPnj3bvfahQ4fiiSeewNixYxEWFgZnZ2fY2dnBx8cHl156KZYvX46EhIR2P9TmhhtuwJIlSzB06FAEBQXBwcEBWq0WwcHBuOqqq/D666/j+PHjiImJadc6aj399NP47rvvMHnyZPj6+sLe3h5BQUG4/vrrcejQIdx+++2tXmZr3yeAGJ8PotbSSFInvT4lERERERGpBvdYEBERERFRm7GxICIiIiKiNmNjQUREREREbcbGgoiIiIiI2oyNBRERERERtRkbCyIiIiIiarMue+dtg8GArKwsuLm5ddg134mIiIiI1ESSJJSUlCA4OBg2Ns3vk+iyjUVWVhZCQ0OVLoOIiIiIqNPLyMhASEhIs9N02cbCzc0NgLyR3N3dFakhKSmpw+5ESh2DmYqHmYqFeYqHmYqHmXYuxcXFCA0NNf52bk6XbSxqD39yd3dXrLEIDg5WbN3UPpipeJipWJineJipeJhp52TOqQM8eVtB/NCIh5mKh5mKhXmKh5mKh5mqFxsLBWVmZipdAlkZMxUPMxUL8xQPMxUPM1UvNhZERERERNRmbCwUFBwcrHQJZGXMVDzMVCzMUzzMVDzMVL267MnbnUF5eblZZ9iTejBT8TBTsTBP8XRUpjU1Naiurm739RBQVFQEe3t7pcvoEuzt7WFra2u15bGxUFBhYSECAgKULoOsiJmKh5mKhXmKp70zlSQJOTk5KCwsbLd1kKnq6mqUlJQoXUaX4enpicDAQKvcMJqNBREREVETapsKf39/ODs7W+XHFzVPp9NBq9UqXYbwJElCeXk5cnNzAQBBQUFtXqZGkiSpzUtRoeLiYnh4eKCoqIiXNSMiIqIGampqkJiYCH9/f/j4+ChdDlG7yM/PR25uLmJjYxs9LKo1v5l58raCkpOTlS6BrIyZioeZioV5iqc9M609p8LZ2bnd1kENVVZWKl1Cl1L7/rbGOURsLBSk1+uVLoGsjJmKh5mKhXmKpyMy5eFPJDJrvr/ZWCiIVyYRDzMVDzMVC/MUDzMVj40Nf56qFZNTkJeXl9IlkJUxU/EwU7EwT/EwU/HY2fHaQmrFxkJBp0+fVroEsjJmKh5mKhbmKR5mKp6qqiqlSyALsbEgIiIiIosNHToUr7/+utWXu3XrVrz11ltWX641rVixAq6urq2ez9p/27lz56DRaLB27VrjuNWrV2P8+PFWW4c5OlVjcerUKdxxxx0YMGAA7Ozs0KdPn0an27FjBwYOHAhHR0dER0d3+jddU6xxvWDqXJipeJipWJineJipsr766iukp6dj0aJFVltm7V231dBYWKoj/rZ77rkHv/32G/bs2dOu66mvUzUWx48fx7fffovo6Gj06tWr0WkOHjyI6dOnY9CgQdi5cycWLlyIe++9F++//34HV9t2vJyaeJipeJipWJineJipsl599VXccMMNcHJystoyDQZDq6aXJAk6nc5q6xeFp6cnZs6ciddee63D1tmpGoupU6ciIyMDmzZtwqBBgxqdZtWqVRg0aBA++OADjBkzBo899hhuvfVWPPHEE61+IyqtoKBA6RLIypipeJipWJineJip+crKyrBkyRL4+/vD1dUVN954I9avXw9bW1uUl5e3enkpKSn4+eefcd111zV47eDBgxg7dixcXFzg4eGBG264wXiH5+LiYoSHh2PWrFkm89x9993w8vJCeno6Fi5ciHXr1uH48ePQaDTQaDRYuHAhAGDhwoXo06cPduzYgf79+0Or1WLbtm3G9U6bNg3BwcFwcXHBgAEDsGHDBpP11M6/c+dO9OnTB46Ojhg8eDAOHTrU4O/YunWr8SiZwMBA3H333SgtLW1ym5i7/qb+tpa2Xa333nsPERERcHZ2xpVXXolTp041Ws+sWbOwY8cO5OXlNVmzNXWq0+5buryYTqfDnj178Oyzz5qMnzdvHt577z0cPXoUgwcPbs8SiYiIqIv47IciRPjoAYcq2Npr4OlmC38vy386/XS0HOt3FCHjbDVCA+yxYJIHRg7smJvv1dTUGP8B9+WXX4afnx+ee+45PPLII4iJibHoJoC7d++Gvb09hg4dajL+4MGDGD16NCZNmoTPP/8cZWVleOyxxzBt2jQcOnQI7u7uWLt2La688kps2LABN954I77//nu89dZb+OSTTxASEoLHH38ceXl5OHnyJDZu3AgA8PPzM64jKysLS5cuxWOPPYbQ0FCEhoYCANLT0zFixAjccccdcHR0xIEDB3DrrbdCkiQsWLDAOH92djbuuusurFixAl5eXnj22Wdx9dVXIykpCf7+/gCAbdu24ZprrsGsWbPwzDPPICUlBcuWLUNCQgJ+/PHHRreJOetv7m9radsBwDfffIPFixdj4cKFmDNnDg4fPow5c+Y0Ws+IESOg1+uxb9++Bo1cu5A6qZtuuknq3bu3ybjjx49LAKSdO3eajM/NzZUASBs2bDB7+UVFRRIAqaioyCr1toqhRpKOvSPVHHlTkhK3dPz6qd3U1NQoXQJZGTMVC/MUT3tl+vbm89L1jyRLe3/+Wzpxqkg6mVYpnUyrlM6er7ZoefuPlElj7kyXxt6VbvLf/UfKrFx541566SXJ1dVVysrKMo7LzMyUAEizZ8+2aJmLFy9u8FtNkiRp5MiR0mWXXSYZDAbjuH///VfSaDTSt99+axx33333SR4eHtLRo0el4OBgYx218zX2W7B2PADpt99+a7Y+g8EgVVdXS4sXL5YuvfTSBvPv3r3bOK6goEBydXWVli1bZhw3cOBAadiwYSbL/OSTTyQA0t69eyVJkqQnn3xScnFxadX6m/vbzNl2w4cPl6644gqT+ZYtWyYBkD766KMGywwLC5MeeOCBRmuUJEmqqKiQTpw4IVVUVDT6emt+M3eqQ6FaUru709PT02R87TWsz58/3+S8Op0OxcXFJg/FSAbgxztgs+du4PCLytVBVpeWlqZ0CWRlzFQszFM87ZXppj0ljY4vKKmxaHnrdxRBowEkSR6WJECjATbsKLK0RLNJkoSXXnoJixcvNjnZvVu3btBqtRgwYIBFy83OzjbZiwAA5eXlOHDgAGbNmoWamhro9Xro9XrExcUhKCgIf/zxh3HaZ555Bt26dcMll1wCAHj77bcBmHe5WV9fXwwbNqzB+IKCAixZsgTh4eGwt7eHvb093n33XSQmJppM5+HhgbFjxxqHPT09MXbsWONegdLSUhw7dgzXX3+9yXyzZs2CnZ0dfv7550brMnf9jTFn29XU1ODPP//EzJkzTeZt7HC0Wr6+vsjJyWlx/dbQqQ6FMldTtx5v7pbka9aswcqVKxuMT0pKgqurK6Kjo5GRkQGdTgcnJycEBgYiNTUVAODv7w9JkozHp0VGRiIrKwuVlZVwdHREcHAwUlJSAMjh2djYGI+Fi4iIQG5uLsrLy+Hg4ICwsDCcSkpE3IX16/V6JCckAADCw8ORn5+P0tJS2NnZITIy0vhG9PLygqOjI7KzswEAYWFhKCgoQElJCWxtbREdHY3ExERIkgQPDw+4urrizJkzAICQkBCUlJSgqKgIGo0GsbGxSEpKgsFggJubGzw9PZGRkQEACA4ORnl5OQoLCwEAcXFxSE5Ohl6vh6urK7y9vY3XDA8KCoJOpzM2dDExMUhPT0dVVRWcnZ3h7+9v/MIPCAhATU0Nzp07BwCIiopCZmamcXsHBQUZt2Htl1T97Z2dnY2KigpotVqEhIQgOTnZuL1tbW1x9uzZRrd3eHg4kpKSAADe3t7QarUm2/D8+fPG7R0VFYWEC1l4enrC2dkZWVlZAIDQ0FAUFhaipKQENjY2iImJMdnebm5uyMzMxLlz5+Dv74/S0lKT7X3q1CnU1NTAzc0NXl5eJtuwsrLS2DTHxsYiJSXFuL19fHyQnp4OAAgMDERVVZVxe0dHR+P06dONbm9/f38YDAbj9m7uPevn5weNRmN8z3bv3h05OTnG7R0aGmo8dtPHxwd2dnYm2zsvLw9lZWWwt7dHRESEcXs3955taXuHhIQY/wGgdnvXvmfd3d3h7u6OzMzMFt+zLW3vmJgYpKWlobq6Gi4uLvDz8zN5z+r1emRnZ6O6urpjvyMubG9vb284ODgY/4fA74i2f0fo9XpkZGQo9h0ByD/m+B1hve+I/Px8REZGWv07wmBwRKMk+YRxOzs7SJKEmhq50dBqtaiqqoIkSdBoNLC3tzf+QLazs0PG2WpjU2FclAScPlsNg8FgMm3texUAHBwcoNfrYTAYoNFo4ODgYDxR2dbWFhqNptFpa2vS6XSIj49HVlYWrrzySuPJ7g4ODsjOzoZOp0PPnj0B1J0Ib2trCxsbG1RXVwOQr9JkMBiMf6ujoyMqKytRXl4Oe3t71NTUGKc9d+4campqcN999+G+++5rsPlOnz5tXI+9vT2mT5+ONWvWYPbs2fD09IROp0N1dTU0Gg0kSYIkScbtXbtdampq4O/vD51O12B7L1iwAIcOHcLy5cvRo0cPuLm54YMPPsAXX3yByspK429FX1/fBsv18fFBYmIiqqqqkJOTA0mSEBAQ0GC7+Pj4IDc312Sb1H526q+/d+/ecHZ2xnvvvYdNmzahqqrK5Hzg2r+tdrnZ2dnNbru0tDScOXMGer0enp6eqKysNGbj4eFhskxAPsXAzs4ODg4OKC0thV6vb/Q9q9PpoNfrUVVVZfw+qf8d0dw5JQ20uE9DIdY+FKqyslIqKioyPjIyMhQ8FMogSS9Cfmy8tOXpSTUyMjKULoGsjJmKhXmKp70yHXNneqOHQp1Mq7RoebeuzjIe/lT7GHtXunTb6qyWZ26jH374QQIgxcfHm4zfuHGjBEDKysqSEhISpMjISONrNTU1Ur9+/aRjx441udzZs2dLw4cPNxlXWloqaTQaafny5dIff/zR4JGammqc9p9//pG0Wq00cOBAydHRUTp+/LgkSZKk0+kkSWr+UKjGxldUVEi2trbSq6++ajJ+4cKFJocr3XTTTZKHh0eD+adNmyaNGTNGkiRJKikpkTQajfTSSy+ZTFNdXS3Z2dlJq1atkiTJ9FAoc9ff1N9gzrbT6/WSnZ2d9PLLL5vM++effzZ5KFTPnj2lRYsWNRhfq8seChUVFQUHBwfEx8ebjD9x4gQAGDvuxmi1WuO/YtQ+FGOyZ0VdV7Ki5l28S5jUj5mKhXmKRy2ZLpjkYTz8CYDxsKgFkz3afd0+Pj4AYNzLCsiH3axatQr+/v4ICgpCdHS0ce8pAHz00UcYPHgw+vfv3+Ry4+LiTJYJAC4uLrj00ksRHx+PIUOGNHhEREQAkA93uvHGGzFkyBAcOnQIffv2xY033ojq6mrjXgQHB4dWXU5Yp9OhpqYGDg4OxnElJSXGK0bVV1RUZHJ/h9rh4cOHAwBcXV0xYMAAfPHFFybzbd68GXq9HldccUWb1t/Y32bOtrO1tcWgQYOwZcsWk3k3bdrU6DYxGAw4ffo04uLiGn3d2lTVWGi1WowdO7ZByJ9++imCgoIwcOBAhSprg4v3i5Kq8fht8TBTsTBP8agl05EDnbFikS8ig+1hbwdEBttj5WJfXDGg/a8K1adPH4SHh+OBBx7A9u3bsWXLFowdOxbFxcXGxsHGxgY9e/ZEfHw8ysvL8dxzz+Gpp55qdrkjRoxAbm6u8bCzWi+88AK+/fZbzJ49G1u2bMG+ffvw8ccf46abbsK+ffsAAE8++SSSkpKwbt06ODg4YMOGDYiPj8eqVauMh4X17NkTaWlp+PTTT3H48OEWs/bw8MDQoUPx7LPPYtOmTdi6dSvGjx9vPEyoPm9vb9x6661Yv349tm3bhokTJwIA/u///s84zYoVK/D7779j7ty5+O677/DWW29h8eLFuPLKKzF69Og2rb+pv82cbbd8+XL8/PPPuPnmm/H999/j6aefxieffNLoNjlx4gTKysoabYTaRYv7NDpQWVmZ9OWXX0pffvmlNHr0aCk0NNQ4nJubK0mSJP3666+SnZ2ddNttt0l79+6VVq9eLdnY2Ejvvfdeq9al6FWhJEmSXtTIh0J9PFSZ9VO7OHnypNIlkJUxU7EwT/G0V6bWPhRKaX/88Yc0aNAgycnJSRowYIC0fft2qU+fPtJDDz1knObWW2+V1q1bJz311FPS448/3uIydTqd5OvrK7377ruNrm/SpEmSh4eH5OTkJMXExEh33HGHlJGRIR04cECysbGR3nnnHZN53njjDcnW1lbav3+/JEnyb7U5c+ZIPj4+EgDppptukiSp6UOhJEmSkpKSpDFjxkjOzs5SaGio9MILLzS4clPt/N98843Us2dPycHBQRo4cKB04MCBBsv76quvpAEDBkgODg6Sv7+/dNddd0klJSXG1y9etjnrb+5va2nb1XrnnXek0NBQydHRURo1apT066+/Nnoo1HPPPSeFh4ebXGXqYtY8FEojSZ3nn8zT0tLQvXv3Rl/bu3evsTvcsWMHHn30UcTHxyMkJAT3338/7r777latq7i4GB4eHigqKlLmsKiXbeWrQwUMAeb/0fL0pAqFhYUNrlpG6sZMxcI8xdNemY696zT8PPS4c3IZAoLCYWOnNb4WF65tZk510Ol0cHV1xbp163DDDTcAAF5//XUcPXoUBw4cwJEjR+Dq6trich544AEcPXrU5LCittLr9cbDodrDwoULcfjwYfz777/tto7OYtCgQZgxYwaeeOKJJqeprKxEamoqunfvDkfHhhctaM1v5k51VaiIiAiY0+dMmjQJkyZN6oCK2lPteRadpq8jK6i9MgeJg5mKhXmKh5la5p9//oFerzc5h6J///5YunQp/ve//5nVVADAQw89hKioKBw9etRqh6R3on/zVrX9+/cjLS0NS5Ys6bB1dqrGokvR2ABSDc+xEEx+fj58fX2VLoOsiJmKhXmKh5la5tixY3B0dESPHj2M40aNGtXqH/WBgYFYu3at8fLP1lBTUwN7e3urLa+rKi4uxvr16zt0Ly0bC6XUXhZC4lWhiIiIqGPddtttuO2226yyrFmzZlllOR1l7dq1SpfQIaZOndrh61TVVaHEwkOhRBQdHa10CWRlzFQszFM8zFQ8Wq36z2HpqthYKEXDxkJEtXcnJnEwU7EwT/EwU/HUXm6W1IeNhWJqD4ViYyESnU6ndAlkZcxULMxTPMxUPDx5W73YWChFU7vp+eERiZOTk9IlkJUxU7EwT/EwU/FojEd1kNqwsVAMT94WUWBgoNIlkJUxU7EwT/EwU/HwilDqxcZCKRoeCiWi1NRUpUsgK2OmYmGe4mGm4uE5FurFxkIxPHmbiIiIiMTBxkIp3GMhJH9/f6VLICtjpmJhnuJhpuKxs+Nt1tSKjYViuMdCRLyShXiYqViYp3iYKVHnwcZCKbwqlJDy8vKULoGsjJmKhXmKh5mKR6/XK10CWYiNhWJ4VSgiIiIiEgcbC6XwHAshRUZGKl0CWRkzFQvzFA8zVY+hQ4fi9ddfb3E6BwcHs5e5detWvPXWW20py2JNrXvFihVwdXVtt/WuXr0a48ePb7fltwUbC8XwHAsRZWVlKV0CWRkzFQvzFA8zVYevvvoK6enpWLRoUYvTVldXm73czthY3Hbbbdi7d2+7rfeee+7Bb7/9hj179rTbOizFxkIp3GMhpMrKSqVLICtjpmJhnuJhpurw6quv4oYbbjDrTulKnpAvSRJ0Ol2blhESEoKhQ4daqaKGPD09MXPmTLz22mvttg5LsbFQSu3J2zzHQiiOjo5Kl0BWxkzFwjzFw0zNV1ZWhiVLlsDf3x+urq648cYbsX79etja2qK8vLzd1puSkoKff/4Z1113ncn448ePY9KkSfDx8YGzszPi4uLw/PPPQ3PhH18PHjyIadOmITg4GC4uLhgwYAA2bNhgnH/hwoVYt24djh8/Do1GA41Gg4ULFwIARo8ejSlTppis7/Dhw9BoNNi3b5/JMvr06YMdO3agf//+0Gq12LZtW5vW3dShUFu3bsXAgQPh6OiIwMBA3H333SgtLW1Qy759+zBw4EC4uLhg2LBh+PPPPxssa9asWdixY0enu3gBLxSsFI2t/F82FkIJDg5WugSyMmYqFuYpHmZqnpqaGkydOhUZGRl4+eWX4efnh+eeew6PPPIIYmJi4Ozs3G7r3r17N+zt7Rv8K/60adPg7++PDz74AB4eHjh16hQyMzNhb28PAEhPT8eIESNwxx13wNHREQcOHMCtt94KSZKwYMECPP7448jLy8PJkyexceNGAICfn1+r68vKysLSpUvx2GOPITQ0FKGhofjzzz+tuu5t27bhmmuuwaxZs/DMM88gJSUFy5YtQ0JCAn788UfjdDk5OViyZAkeeeQRuLu745FHHsHMmTORnJxs3C4AMGLECOj1euzbtw+zZs1q9d/cXthYKMW4x6JG2TrIqlJSUhAXF6d0GWRFzFQszFM8imT68RCgLKdj11mfSyAw/3CrZnnttdfwxx9/IDExEUFBQQCAPn36ICQkBCNHjmyPKo0OHz6M2NhYaLVa47hz584hJSUFr776KqZOnQoAGDNmDAD58DZHR0fMmTPHOL0kSRg5ciQyMzPxzjvvYMGCBYiKioKfnx/S09NxySWXWFxfQUEBvvvuOwwbNsw4LiYmxqrrXrFiBYYOHYrPP//cOM7b2xs33HAD9u3bh9GjRwMAzp8/j/3796N3794A5D1y48ePx2+//YbLL7/cOK+XlxfCwsLw22+/sbEgcI8FERGRWpXlAKVnlK7CbJIk4aWXXsLixYuNTQUAdOvWDVqtFgMGDLBouaWlpfjwww+xZMmSZqfLzs5u8K/5Pj4+CA8Px7Jly3D+/HlceeWVCAkJMZmmoKAATz75JL7++mucOXMGNTU1xnmtydfX16SpsPa6S0tLcezYMbzwwgsm42fNmoUFCxbg559/NjYWwcHBxqYCAHr16gUAyMzMbLTunBwFG9xGsLFQCvdYCMnX11fpEsjKmKlYmKd4FMnUJbDj19mG9cfHxyMrKwtXXXWVyfi8vDzodDr079/fojL++OMP7Nq1q8XGorKy0mRvBQBoNBp8//33eOyxx3D33XejrKwMgwYNwiuvvILLLrsMgHzOwa+//oonnngCvXv3hru7O95++22Tf/W3Bn9//wbjrLnuwsJCSJKEwEDT3Ozs7ODj44Pz588bx3l6eppMU3vp3cYuUuDo6IiKiopW19Oe2FgohSdvC8nGhtdDEA0zFQvzFI8imbbyMCSlnTkj710JDw83Gb9r1y4AMO6x2LFjB1atWgWdToeqqips2LABgwYNwv79+/HEE0+gtLQU5eXlePHFFxEUFIS5c+fCzs4OAwYMwIMPPoj58+c3un5vb2+kpaU1GB8XF4cvv/wS1dXV+PXXX/Hoo49i6tSpSE9Ph6OjI7799lu89NJLuPfee43zGAzm/W5ydHREVVWVybj6P+Drqz1ZvFZlZWWb1n0xT09PaDQanD171mS8Xq9Hfn4+vL29LVpuQUGByd6NzoDfsErhoVBCys3NVboEsjJmKhbmKR5m2rLaw3dSU1ON48rLy7Fq1Sr4+/sjKCgINTU1uP322/Hdd9/h6NGjOHz4sPEwnL59+2Lv3r34888/8emnn2LVqlUYNGgQrrrqKrz++us4duxYk00FIDcQ9dd9MXt7e4waNQqPPPIIiouLkZGRAZ1Oh5qaGpOb5ZWUlGDbtm0m8zo4ODT6r/khISFISEgwuXRtbSPVkrau+2Kurq4YMGAAvvjiC5Pxmzdvhl6vxxVXXGFWXfUZDAacPn26050zxsZCKTwUioiIiDpAnz59EB4ejgceeADbt2/Hli1bMHbsWBQXF5scBuXs7IwlS5bgm2++gb29vfFSvl999RVGjhyJ/v374/rrrzeOP3LkiFnnZ4wYMQK5ubkm5wn8/fffGD9+PN5//33s3bsXW7duxerVqxEREYHIyEh4eHhg6NChePbZZ7Fp0yZs3boV48ePh4eHh8mye/bsibS0NHz66ac4fPiwcc/Iddddh9OnT+Pee+/Fjz/+iJUrV+Krr74ya3u1dd2NWbFiBX7//XfMnTsX3333Hd566y0sXrwYV155pfH8itY4ceIEysrKLGpK2hMbC6XYcI+FiCIiIpQugayMmYqFeYqHmbbMwcEBmzZtgpOTE2bPno1Vq1bhscceg4+Pj7ExsLW1xd9//43rrrsO7777LqZNmwZA/lf1L7/8Etu2bcNff/2FhQsXYsCAAaisrER2dja6d+/e4vpHjx4NX19f7Ny50zguMDAQgYGBWLNmDSZOnIjbb78doaGh+OGHH4w30fvkk08QFRWFm266CUuWLMF1112HBQsWmCz71ltvxaxZs3Dvvfdi6NChWLFiBQBgwoQJeP7557Ft2zbMmDEDJ06cwNtvv232NmvLuhszbdo0bN68GSdPnsT06dOxcuVKzJ8/H1u3bjW7pvp27NiB8PDwdr0RnyU0kpK3N1RQcXExPDw8UFRUBHd3944vYH1/IO9vwM4RWNq5Trwhy2VkZCA0NFTpMsiKmKlYmKd42ivTsXedhp+HHndOLkNAUDhs7OpOPo4L1zYzpzrodDq4urpi3bp1uOGGG5CQkIDY2FhoNBrs2rULTz/9NPbt24cnnngC1dXVWLNmDeLj4zFy5Ei8+OKLGD58OK655hqcOHHCrPU98MADOHr0KPbs2dPitFVVVSaHIVFDgwYNwowZM/DEE0+0eVmVlZVITU1F9+7dG73hZGt+M/PkbaXwHAshteedS0kZzFQszFM8zNQy//zzD/R6vfFQqBdffBH79++Hq6srvL298b///Q8AcOONN2LGjBnYv38/hg8fjuDgYAwaNAjdu3eHv78/evTogaVLl+LOO+9sdn0PPfQQoqKicPToUQwcOLDZaS09Sbqr2L9/P9LS0lq8GpcS2FgopfYcCwPPsRAJ/4VFPMxULMxTPMzUMseOHYOjoyN69OgBAHjvvfcanS4mJgbHjx9v9LV9+/aZvb7AwECsXbsWeXl5LU578VWayFRxcTHWr1/f4NK0nQEbC6Vwj4WQwsLClC6BrIyZioV5ioeZWua2227Dbbfd1qHrNPcO0WwWm1d7p/LOiCdvK6V2jwUkoGue5iKkU6dOKV0CWRkzFQvzFA8zFY9Op1O6BLIQGwul1O6xALjXgoiIiIhUj42FUjT1Nj3vZSEMS++eSZ0XMxUL8xQPMxWPra1tyxNRp8TGQikmjQX3WIiCx4WKh5mKhXmKh5mKhydvqxcbC6XY8FAoEeXk5ChdAlkZMxUL8xQPMxWPXq9XugSyEBsLxfBQKCIiIiISBxsLpXCPhZDCw8OVLoGsjJmKhXmKh5mKh4e3qRcbC6XUP8eCN8kTRn5+vtIlkJUxU7EwT/EwU/HwUCj1YmOhFF5uVkilpaVKl0BWxkzFwjzFw0zFYzDwd5FasbFQCi83KyQ7O97MXjTMVCzMUzzM1DwrVqyAq6tri9Pt2LEDEyZMgI+PDxwcHBAeHo677roLycnJrV5WR0tMTMSECRPg4uICf39/LF26FBUVFc3Os3btWmg0mgaPRx55pMl5SktLERISAo1Gg8OHD7dY18KFC9GnT59W/z1qxE+jUrjHQkiRkZFKl0BWxkzFwjzFw0yt57HHHsPTTz+NmTNn4n//+x/8/f2RlpaGdevWYdy4cUhNTe2QOrRabavnKSwsxNixYxEeHo7NmzcjNzcX999/P/Lz8/Hxxx+3OP93330HDw8P43C3bt2anPapp57i4VpNYGOhFO6xEFJiYiLi4uKULoOsiJmKhXmKh5lax3fffYenn34ay5YtwzPPPGMcP3LkSCxYsADbt2/vsFp0Oh0cHR1bNc///vc/FBQU4NixY/D19QUg782aN28eli9fjp49ezY7/+DBg43zNefkyZN488038dJLL+GOO+5oVY1dAQ+FUgr3WBAREVEn8eKLLyIgIAArV65s9PWpU6d2cEWts2PHDowbN86kObj22muh1WqxY8cOq61nyZIluOOOO9rUzBoMBtx+++3w9vbG77//bjxU6vvvv0ffvn3h5OSEK664AqmpqTh//jxmz54Nd3d3REVF4fPPP7fa39Ie2FgohXsshOTl5aV0CWRlzFQszFM8zLTt9Ho9Dhw4gHHjxsHe3r7D1ltRUYG0tDTodDqT8ba2ttDpdCgpKTF7WfHx8Q32Smi1WkRFRSE+Pr7F+Xv37g1bW1tERkZizZo1qKlp+Nts06ZN+Ouvv/DEE0+YXdfF9Ho9brzxRnz99dfYv38/hg0bBgDIzs7Gww8/jMcffxwbN25Eamoq5s2bhzlz5qBPnz7YvHkzBg8ejPnz5yM9Pd3i9bc3HgqlFJPGgnssRNHaXbfU+TFTsTBP8SiVaXlVZZOv2drYQGvnYNa0NhobONpbNq215Ofno7KyEqGhoVZfdmPOnz+Phx9+GBs2bIBOp4OzszMmT56Ma6+9Fj169MC///6LNWvWYOPGjejfv79ZyywoKICnp2eD8V5eXjh//nyT8wUFBWHlypUYPnw4NBoNtm3bhsceewxnzpzBf//7X+N05eXluP/++7FmzRq4u7u3+m8G5EO8Zs+ejSNHjuDnn39GTEyMSf2//PKLsTnKysrCvffea2w2AGDo0KH46quvsHXrVixdutSiGtobGwul1L9BnoEnAIkiOzvb4i8c6pyYqViYp3iUyvTS1xc2+doV3Qfiv9c+bBwe89btqNTrGp12SEhPfDDnSePwpPfuRUFF4/9S3zsgEp/c+Eyjr7WFJEkAAI1GY/VlN2b79u2QJAkHDx5EYGAgjh49ii1btuChhx5Cfn4+evTogfvvvx/9+vVr1XIbq1+SpGb/rquvvhpXX321cfiqq66Ck5MTXnnlFSxfvhxBQUEAgNWrVyMgIAALFy5sVU21KioqMGXKFKSlpeGXX35BWFiYyevBwcEme1xiY2MBAOPGjTOO8/T0hL+/PzIyMiyqoSOwsVCKTb1djWwsiIiISCG+vr5wdHTE6dOnO2R9c+bMwU033YSMjAykpKRg6NChmDRpkvH1yspK6HQ6FBQUwNvb26xlenl5oaCgoMH4wsLCFk/cvtj111+PF198EceOHUNQUBDS09Px0ksvYcuWLSguLgZQd/+U0tJSlJaWtnj53by8PGRkZODuu+9u0FQAaLC3pfbu442Nr6xseq+W0thYKIWNhZAa+7IgdWOmYmGe4lEq04NL1jb5mq2N6Smse+/6X5PT2mhMp92x6A2zp7UWOzs7XH755fjxxx9RXV3d7udZlJSUYN68edi8eTMA+ZyK8ePHY968eejTpw/+/vtvrFy5El999ZXZjUXPnj0bnEuh0+mQnJyMW265pVX11e7BqZWamoqqqipMnjy5wbRjxozB8OHDcejQoWaXGRYWhhUrVmDOnDnw9fXF8uXLW1WTWrCxUIpNvU1vqFauDrKqgoICODk5KV0GWREzFQvzFI9SmTo7mH9uR3tNa00PPPAAJk6ciFWrVuGpp55q8Po333yDKVOmWGVdO3bsgK+vL44dOwZ/f3/joVCPPvoo8vPz0bNnTyxbtgx9+/Y1e5mTJk3CU089hfz8fPj4+AAAtmzZAp1OZ7I3xByff/45bG1tMXDgQADAgAEDsHfvXpNpjh07hvvuuw/vvPMOhg4datZyr7vuOqxbtw4LFiyAk5MT7r///lbVpQZsLJRisseCjYUoWnMFC1IHZioW5ikeZmq+mpoabNq0qcH4oUOHYsKECVi+fDlWr16N+Ph4zJ07F/7+/khPT8eGDRuQmJho0lg0t6zw8PBm65gzZw4WLFhgHA4KCmpwKFRrT8q//fbb8cYbb2D69Ol4/PHHjTfImzdvnvFQqPXr1+OWW27B7t27MWrUKADyORZXXnml8c7Y27Ztw7vvvoulS5ciMDAQgHw40ujRoxtd7+DBgzFo0CCz65w3bx4qKyuxaNEiODo64q677mrV39nZsbFQiskeCx4KJQpbW9uWJyJVYaZiYZ7iYabmq6ysxKxZsxqM/+ijj7Bw4UKsXr0al156KV5//XUsWrQIJSUlCA4Oxvjx4/HKK6+0alnNqT1/wJo8PT2xZ88e3Hvvvbjmmmvg7OyMuXPn4rnnnjNOYzAYUFNTY3KoU48ePfD+++8jMzMTBoMBsbGxePXVV3HvvfdavcZat956KyoqKnDPPfcItwdVI118IFkXUVxcDA8PDxQVFSlzhZCfHwV+XyM/n7UbCBvb8TUQERFRo8bedRp+HnrcObkMAUHhsLHTGl+LC9c2MyeRulRWViI1NRXdu3dvdE9Ra34z8wZ5SuGhUEJKTExUugSyMmYqFuYpHmYqns581SNqHhsLpfBQKCF10R2AQmOmYmGe4mGmRJ0HGwul1N9jUcM9FqLw8PBQugSyMmYqFuYpHmYqHp43o15sLJRiy0OhRNTSDXJIfZipWJineJipeGxs+PNUrZicUngolJDOnDmjdAlkZcxULMxTPMxUPNXV/AdXtWJjoRSevE1ERNSpSRIgAZDA8zhIXNY8T4mNhVJMGgvusRBFSEiI0iWQlTFTsTBP8bRnpiUVNtDXSDDoK9ptHdSQvb19yxOR1ZSXlwOwznbnDfKUYnIoFPdYiKKkpAQuLi5Kl0FWxEzFwjzF056Z6qpt8HuCPUY6nIOXN2Bj5wQNNKis5B6M9lRdXc3mogNIkoTy8nLk5ubC09PTKifNs7FQCg+FElJRURECAwOVLoOsiJmKhXmKp70z3XPMGUA5hsXlws5WAw0AVPHnU3tiY9GxPD09rfYZ4idDKTx5W0gajUbpEsjKmKlYmKd42jtTCRrsPuaCX44b4OZkgEYDrHsyuF3X2dXV3gWa2p+9vb1VL+/LxkIp3GMhpNjYWKVLICtjpmJhnuLpqEx11TbQVcunpjo6OnbIOruqnj17Kl0CWYgnbyuFjYWQkpKSlC6BrIyZioV5ioeZioeZqhcbC6XwUCghGQwGpUsgK2OmYmGe4mGm4mGm6sXGQincYyEkNzc3pUsgK2OmYmGe4mGm4mGm6sXGQim29RqLGjYWovD09FS6BLIyZioW5ikeZioeZqpebCyUYuNQ99xQpVwdZFUZGRlKl0BWxkzFwjzFw0zFw0zVi42FUuy0dc/1OuXqICIiIiKyAjYWSrGt11jUsLEQRXAwr20uGmYqFuYpHmYqHmaqXmwslGJb7xrYNZXK1UFWVV5ernQJZGXMVCzMUzzMVDzMVL3YWCiFeyyEVFhYqHQJZGXMVCzMUzzMVDzMVL3YWCiF51gQERERkUDYWCiFh0IJKS4uTukSyMqYqViYp3iYqXiYqXqxsVAKD4USUnJystIlkJUxU7EwT/EwU/EwU/ViY6EU23r3sdBzj4Uo9Hq90iWQlTFTsTBP8TBT8TBT9WJjoRSNBpLNhb0W3GMhDFdXV6VLICtjpmJhnuJhpuJhpurFxkJJdmwsROPt7a10CWRlzFQszFM8zFQ8zFS92FgoqAZ28hMeCiWM06dPK10CWRkzFQvzFA8zFQ8zVS9VNhZbt27F8OHD4e7ujoCAAFxzzTVISEhQuqxW46FQRERERCQK1TUWP/74I6655hrExcVh8+bN+O9//4uEhASMGzcOxcXFSpfXKjYOTvITNhbCCAoKUroEsjJmKhbmKR5mKh5mql52ShfQWp999hnCw8Oxbt06aDQaAEB4eDiGDx+OAwcOYOLEiQpXaD7J5sKVoXgolDB0OjaJomGmYmGe4mGm4mGm6qW6PRbV1dVwc3MzNhUA4OnpCQCQJEmhqiyjl2zlJ9xjIYzz588rXQJZGTMVC/MUDzMVDzNVL9U1Frfeeivi4+PxxhtvoLCwEGlpaXjwwQfRs2dPXHnllUqX1yrGPRZSDWDgNZuJiIiISL1U11iMHDkSW7ZswfLly+Hl5YXu3bsjOTkZP/zwA7RabZPz6XQ6FBcXmzyU5ujqVTfAvRZCiImJUboEsjJmKhbmKR5mKh5mql6qO8fi119/xfz583HLLbdg2rRpKCoqwjPPPIOJEyfiwIEDcHd3b3S+NWvWYOXKlQ3GJyUlwdXVFdHR0cjIyIBOp4OTkxMCAwORmpoKAPD394ckScjLywMAREZGIisrC5WVlXB0dERwcDBSUlIAAL6+vrCxsUFubi4AICIiArm5uSgvL4eDgwPCwsJw6tQpAEBQhR611Z6K/xshsQORn5+P0tJS2NnZITIyEomJiQAALy8vODo6Ijs7GwAQFhaGgoIClJSUwNbWFtHR0UhMTIQkSfDw8ICrqyvOnDkDAAgJCUFJSQmKioqg0WgQGxuLpKQkGAwGuLm5wdPTExkZGQCA4OBglJeXo7CwEAAQFxeH5ORk6PV6uLq6wtvb23gZuKCgIOh0OuMuy5iYGKSnp6OqqgrOzs7w9/dHWloaACAgIAA1NTU4d+4cACAqKgqZmZnG7R0UFGTchn5+fgBgsr2zs7NRUVEBrVaLkJAQJCcnG7e3ra0tzp492+j2Dg8PR1JSEgD5uthardZkG54/f964vaOiooxXF/P09ISzszOysrIAAKGhoSgsLERJSQlsbGwQExNjsr3d3NyQmZmJgoIC9OnTB6WlpSbb+9SpU6ipqYGbmxu8vLxMtmFlZSUKCgoAALGxsUhJSTFubx8fH6SnpwMAAgMDUVVVZdze0dHROH36dKPb29/fHwaDwbi9m3vP+vn5QaPRGN+z3bt3R05OjnF7h4aGGt+zPj4+sLOzM9neeXl5KCsrg729PSIiIozbu7n3bEvbOyQkxPgPALXbu/Y96+7uDnd3d2RmZrb4nm1pe8fExCAtLQ3V1dVwcXGBn5+fyXtWr9fj1KlT8PLyUuQ7wtvbGw4ODsjJyQEgn0/G74i2fUfY2NjA0dFRse8IAOjWrRu/I1p4z7bmO6KwsBDDhw9vh+8IRwB1h13XkZCQkGD8jsjPzzdub35HWOc74uzZs+jWrVuX/B0BdL7viNLS0kY+B43TSCo7MWHIkCEICwvDV199ZRyXl5eHkJAQrFmzBvfff3+j8+l0OpOTgYqLixEaGoqioqImm5H2VvzJJLhn75QHbksFPCIUqYOsJyEhAXFxcUqXQVbETMXCPMXTXpmOvavpeynseSvM6uujOvycdi7FxcXw8PAw6zez6vZYnDhxAtOmTTMZ5+fnh+DgYGP32RitVtvsoVJKsNG61Q3oy5UrhKzG2dlZ6RLIypipWJineJipeJipeqnuHIvw8HD8+eefJuNycnJw5swZREREKFOUhZzc6t2yvrpMuULIavz9/ZUugayMmYqFeYqHmYqHmaqX6hqLu+++G9u2bcM999yDXbt24csvv8TEiRPh6uqK+fPnK11eqxSW17sSFBsLIdQem0jiYKZiYZ7iYabiYabqpbpDoe6++244ODjgrbfewtq1a+Hq6ophw4Zh/fr1qrtTo2TrVDfAxoKIiIiIVEx1jYVGo8HixYuxePFipUtpMxdPv7qBap5jIYKAgAClSyArY6ZiYZ7iYabiYabqpbpDoURSY+NYN8A9FkKoqalRugSyMmYqFuYpHmYqHmaqXmwsFFRSaagbYGMhhNrra5M4mKlYmKd4mKl4mKl6sbFQkKH+HgtebpaIiIiIVIyNhYICQ6PqBrjHQghRUVEtT0SqwkzFwjzFw0zFw0zVi42FgnIL6jUTbCyEkJmZqXQJZGXMVCzMUzzMVDzMVL3YWChIZ7CtG+BVoYSg0+mULoGsjJmKhXmKh5mKh5mqFxsLBTm4eNUN6LnHQgROTk4tT0SqwkzFwjzFw0zFw0zVi42FgvyCI+oGeCiUENR2k0ZqGTMVC/MUDzMVDzNVLzYWCko7k183oCtWrhCympSUFKVLICtjpmJhnuJhpuJhpurFxkJBBnvXuoEqNhZEREREpF5sLBTk5x8I2LvIA7oiZYshq/Dz81O6BLIyZioW5ikeZioeZqpebCyUpvWQ/8s9FkRERESkYmwsFJSXlwc4uMsD3GMhhLy8PKVLICtjpmJhnuJhpuJhpurFxkJptXssqksBQ42ytRARERERWYiNhYIiIyPr9lgAQFWJcsWQVURGRipdAlkZMxUL8xQPMxUPM1UvNhYKys7OrttjAfA8CwFkZ2crXQJZGTMVC/MUDzMVDzNVLzYWCqqoqDDdY8HzLFSvoqJC6RLIypipWJineJipeJiperGxUJBWq+UeC8FotVqlSyArY6ZiYZ7iYabiYabqxcZCQSEhIdxjIZiQkBClSyArY6ZiYZ7iYabiYabqxcZCQcnJydxjIZjk5GSlSyArY6ZiYZ7iYabiYabqxcZCadxjQUREREQCYGOhIF9fX8DRq25EZYFyxZBV+Pr6Kl0CWRkzFQvzFA8zFQ8zVS82FgqytbUFHH3qRlTmK1cMWYWtra3SJZCVMVOxME/xMFPxMFP1YmOhoLNnzwJO9RqLCjYWanf27FmlSyArY6ZiYZ7iYabiYabqxcZCadxjQUREREQCsFO6gK4sIiICqL+3j3ssVC8iIkLpEsjKmKlYmKd4mKl4mKl6cY+FgnJzcwE7LWDvIo+oPK9sQdRmubm5SpdAVsZMxcI8xcNMxcNM1YuNhYLKy8vlJ7WHQ/FQKNUzZkrCYKZiYZ7iYabiYabqxcZCQQ4ODvKT2hO4K88DkqRcQdRmxkxJGMxULMxTPMxUPMxUvdhYKCg8PFx+UrvHwqDn3bdVzpgpCYOZioV5ioeZioeZqhcbCwUlJSXJTxy960byPAtVM2ZKwmCmYmGe4mGm4mGm6sXGojPgvSyIiIiISOXYWCjI2/vCngqTxuKcMsWQVRgzJWEwU7EwT/EwU/EwU/ViY6EgrVYrP3EOqBtZzrtNqpkxUxIGMxUL8xQPMxUPM1UvNhYKys7Olp+4BNaNLGNjoWbGTEkYzFQszFM8zFQ8zFS92Fh0BiZ7LHKUq4OIiIiIyEJsLBQUFhYmPzHZY8HGQs2MmZIwmKlYmKd4mKl4mKl6sbFQ0PnzFy4tW7+x4DkWqmbMlITBTMXCPMXDTMXDTNWLjYWCSktL5Sf2roCds/yceyxUzZgpCYOZioV5ioeZioeZqhcbCwXZ2dnJTzQawOXCeRZsLFTNmCkJg5mKhXmKh5mKh5mqFxsLBUVFRdUNOF84HKryPFBTpUxB1GYmmZIQmKlYmKd4mKl4mKl6sbFQUEJCQt2AyXkWuR1fDFmFSaYkBGYqFuYpHmYqHmaqXmwsOguXepec5eFQRERERKQybCwU5OnpWTfgXP+Ss7wxjFqZZEpCYKZiYZ7iYabiYabqxcZCQc7OznUDbiF1z0syOr4YsgqTTEkIzFQszFM8zFQ8zFS92FgoKCsrq27ALbTuORsL1TLJlITATMXCPMXDTMXDTNWLjUVnwcaCiIiIiFSMjYWCQkPrNRNsLIRgkikJgZmKhXmKh5mKh5mqFxsLBRUWFtYNOLgCjl7yczYWqmWSKQmBmYqFeYqHmYqHmaoXGwsFlZSUmI6o3WtRkglIho4viNqsQaakesxULMxTPMxUPMxUvdhYKMjG5qLNX9tYGKp5kzyVapApqR4zFQvzFA8zFQ8zVS8mp6CYmBjTEfXPsyg+3bHFkFU0yJRUj5mKhXmKh5mKh5mqFxsLBSUmJpqO4AncqtcgU1I9ZioW5ikeZioeZqpebCwUJEmS6Qi3sLrnxekdWwxZRYNMSfWYqViYp3iYqXiYqXqxsVCQh4fHRSO61z0vSunYYsgqGmRKqsdMxcI8xcNMxcNM1YuNhYLc3NxMR3hG1T0vTO7YYsgqGmRKqsdMxcI8xcNMxcNM1YuNhYIyMzNNRzgHAPYu8vMiNhZq1CBTUj1mKhbmKR5mKh5mql5sLDoTjQbwiJSfF6UBhhpFyyEiIiIiMhcbCwV169at4cjaw6EM1UApO3a1aTRTUjVmKhbmKR5mKh5mql5sLBRUWlracKQHz7NQs0YzJVVjpmJhnuJhpuJhpurFxkJBRUVFDUfyBG5VazRTUjVmKhbmKR5mKh5mql5sLBSk0WgajmRjoWqNZkqqxkzFwjzFw0zFw0zVi42FgmJjYxuONGksTnVcMWQVjWZKqsZMxcI8xcNMxcNM1YuNhYJOnWqkcXAPB2wd5Ofn4zu2IGqzRjMlVWOmYmGe4mGm4mGm6sXGQkE1NY1cTtbGDvC60KkXJAEGfccWRW3SaKakasxULMxTPMxUPMxUvdhYKKjJO0t695L/a6jmeRYqw7uFioeZioV5ioeZioeZqhcbCwV5eXk1/oJPz7rn+Sc6phiyiiYzJdVipmJhnuJhpuJhpurFxkJBp0+fbvwF73qNBc+zUJUmMyXVYqZiYZ7iYabiYabqxcaiMzLZY8HGgoiIiIg6PzYWCgoKCmr8Ba9YQHMhGu6xUJUmMyXVYqZiYZ7iYabiYabqxcZCQZWVlY2/YOcIeHSXn+fHA5Kh44qiNmkyU1ItZioW5ikeZioeZqpebCwUVFBQ0PSLPr3l/+rLgaLUjimI2qzZTEmVmKlYmKd4mKl4mKl6sbHorPwG1D3PPaZUFUREREREZmFjoaBmb1nvP6Dued6x9i6FrKTZTEmVmKlYmKd4mKl4mKl6sbFQUEpKStMv1m8suMdCNZrNlFSJmYqFeYqHmYqHmaoXGwsF6fX6pl90jwAc3OXnbCxUo9lMSZWYqViYp3iYqXiYqXqxsVCQq6tr0y9qNHV7LUozgfJzHVITtU2zmZIqMVOxME/xMFPxMFP1srNkpvj4eOzduxfHjx9Hbm4uNBoN/Pz80KdPH4waNQq9evWydp0NfPDBB3j99deRkJAAd3d3XHLJJdi2bVu7r9eafHx8mp/AbwCQ+ZP8PO8vIPzKdq+J2qbFTEl1mKlYmKd4mKl4mKl6md1Y6HQ6fPjhh3j77bdx/PhxSJLU6HQajQa9evXCXXfdhZtvvhmOjo5WK7bWihUr8Morr2D58uUYPnw4zp8/j++++87q62lv6enpiIuLa3qCi0/gZmPR6bWYKakOMxUL8xQPMxUPM1UvsxqLTz/9FMuWLUNGRgZGjBiBZ555BpdeeimioqLg4+MDSZJw/vx5nDp1CgcPHsSOHTtwzz334Nlnn8Wzzz6LuXPnWq3g+Ph4rF69Gjt27MBVV11lHD9z5kyrraPTqH/J2Zw/FCuDiIiIiKglGqmpXQ/1ODk5YfHixbjvvvsQERFh1oLT0tLwyiuv4P3330dZWVlb6zR6+OGHsWXLFiQmJrZpOcXFxfDw8EBRURHc3d2tVF3rFBUVwcPDo+kJaqqB/3oA+gr5ZO5FvFFeZ9dipqQ6zFQszFM87ZXp2LtON/nanrfCrL4+qsPPaefSmt/MZp28nZycjNdee83spgIAIiIi8Nprr+HUqVNmz2OOQ4cOoW/fvnjqqafg7+8PBwcHjBo1CseOHbPqejpCVVVV8xPY2gMBg+XnxWlAeW6710Rt02KmpDrMVCzMUzzMVDzMVL3MaiyCg4MtXkFQUJDF8zYmJycHP/zwAzZu3Ih33nkHX331FcrLyzF+/HgUFhY2OZ9Op0NxcbHJQ2nnz59veaLA4XXPs39rv2LIKszKlFSFmYqFeYqHmYqHmaqXRVeFUpLBYEBpaSk2b96M3r17AwAGDx6M7t27491338V//vOfRudbs2YNVq5c2WB8UlISXF1dER0djYyMDOh0Ojg5OSEwMBCpqfKhR/7+/pAkCXl5eQCAyMhIZGVlobKyEo6OjggODjbezMXX1xc2NjbIzZX3LkRERCA3Nxfl5eVwcHBAWFiYcS9OWVkZioqKkJOTAwAIDw9Hfn4+SktLYWdnJ69HCkW3C7Xq0vYjTS/fjTIsLAwFBQUoKSmBra0toqOjkZiYCEmS4OHhAVdXV5w5cwYAEBISgpKSEhQVFUGj0SA2NhZJSUkwGAxwc3ODp6cnMjIyAMhNZHl5ubFJi4uLQ3JyMvR6PVxdXeHt7Y3Tp+Xdw0FBQdDpdMYvgJiYGKSnp6OqqgrOzs7w9/dHWloaACAgIAA1NTU4d06+bG5UVBQyMzON2zsoKMi4Df38/ADAZHtnZ2ejoqICWq0WISEhSE5ONm5vW1tbnD17ttHtHR4ejqSkJACAt7c3tFotsrOzjdvw/Pnzxu0dFRWFhIQEAICnpyecnZ2RlZUFAAgNDUVhYSFKSkpgY2ODmJgYk+3t5uaGzMxMnDt3Dt26dUNpaanJ9j516hRqamrg5uYGLy8vk21YWVmJgoICAPLdRlNSUozb28fHB+np6QCAwMBAVFVVGbd3dHQ0Tp8+3ej29vf3h8FgMG7v5t6zfn5+0Gg0xvds9+7dkZOTY9zeoaGhxvesj48P7OzsTLZ3Xl4eysrKYG9vj4iICOP29vLygqOjo8n2rn3PtrS9Q0JCjP8AULu9a9+z7u7ucHd3R2ZmZovv2Za2d0xMDNLS0lBdXQ0XFxf4+fmZvGf1er1xGyrxHeHt7Q0HB4dmvyNqDwttbnvzO6LuO0Kv1yMjI0Ox7wgA/I6w8ndEfn4+ALTDd4QjAA0akpCQkGD8jqhdP78jrPcdce7cuS77OwLofN8RpaWljXwOGmfWORaNSUtLw7vvvotTp04hPz+/wVWiNBoNdu/ebcmimzV8+HCkp6cbP0S1BgwYgP79+2PdunWNzqfT6aDT6YzDxcXFCA0NVfQci5qaGtja2jY/UXEG8N6FYznDrgRm/dj+hZHFzMqUVIWZioV5iqe9MuU5Fsrh57Rzac05Fhbtsdi6dStmz56N6upquLu7w8vLy6JCLdGzZ09j51WfJEmwsWn6yC6tVgutVtuepbXa6dOn0b179+YncgsBXIOB0iwg53fAUAPY8MPWWZmVKakKMxUL8xQPMxUPM1Uvi+68/cgjjyA0NBR//fUXCgsLkZqa2uijPUyZMgVnz57Fv//+axx35swZnDx5Ev3792+XdbYXs05O0mjqzrOoKgHOx7dvUdQmPOFMPMxULMxTPMxUPMxUvSxqLNLT07FkyRL07dvX2vW0aObMmRg0aBCuueYafPHFF9i6dSumTp0KPz8/LFq0qMPraQtnZ2fzJgy+rO75mV/apxiyCrMzJdVgpmJhnuJhpuJhpuplUWPRvXt3k/MVOpKtrS127tyJoUOHYvHixZg3bx4CAwOxe/duuLi4KFKTpfz9/c2bMGRk3fOMfe1RClmJ2ZmSajBTsTBP8TBT8TBT9bKosfi///s/fPDBB6ioqLB2PWbx9/fHxo0bUVhYiLKyMuzYsUOVt36vPfO+RQGDAHtX+XnmfsCy8+2pA5idKakGMxUL8xQPMxUPM1Uvi07eXrx4MYqLi9GrVy/cdNNNCA8Pb/Ts/QULFrS5QAJgYwd0GwGkfQ+U5QAFSYB3rNJVEREREREZWdRYnD17Fps2bUJ6ejpWrVrV6DQajYaNRQtatasvZLTcWADyXgs2Fp0Sd9+Kh5mKhXmKh5mKh5mql0WNxR133IEjR47ggQcewIgRIzr0crMiMRgM5k8cOqrueeZ+oJ+6TlTvKlqVKakCMxUL8xQPMxUPM1UvixqL3bt3Y+nSpXjhhResXU+Xcu7cOfj4+Jg3ccAQwM4Z0JcDGRfOs9A0dkdQUlKrMiVVYKZiYZ7iYabiYabqZdHJ21qtFlFRUdauhZpjay+fZwEApZnyeRZERERERJ2ERY3F5MmTsXv3bmvX0uVERka2bobw8XXP076zbjFkFa3OlDo9ZioW5ikeZioeZqpeFjUWL730EtLS0nDfffchJSUFEi9/apGsrKzWzRAxoe557Ync1Km0OlPq9JipWJineJipeJipell0joWfnx80Gg2OHDmC119/vdFpNBoN9Hp9m4oTXWVlZetm8O0DuAYDpVlAxl5AXwnYObZPcWSRVmdKnR4zFQvzFA8zFQ8zVS+LGosFCxZAwxOH28zRsZVNgUYDhF8FHF8L6CuAM78A4ePapTayTKszpU6PmYqFeYqHmYqHmaqXRY3F2rVrrVxG1xQcHNz6mSImyI0FIB8OxcaiU7EoU+rUmKlYmKd4mKl4mKl6WXSOxenTp1uc5scff7Rk0V1KSkpK62cKHwfgwt6i1J1WrYfazqJMqVNjpmJhnuJhpuJhpuplUWMxYcIEFBYWNvn6vn37MGPGDAtLomY5+QBBw+Xn+ceBQn74iIiIiEh5FjUWBQUFmDp1KnQ6XYPXfvnlF0ydOhU9e/Zsc3Gi8/Pzs2zGqOl1z5O/tk4xZBUWZ0qdFjMVC/MUDzMVDzNVL4sai507d+Lvv//G3LlzTS41e+jQIUyePBlRUVHYtWuX1YoUlcUnwEfPqHt+aqs1SiEr4UUNxMNMxcI8xcNMxcNM1cuixmLAgAHYtGkTvv32W9xzzz0AgMOHD2PixIkICwvD7t274enpac06hZSbm2vZjD49AK9Y+fmZX4DyPOsVRW1icabUaTFTsTBP8TBT8TBT9bKosQCA8ePH44MPPsA777yDO+64AxMmTEBgYCB2794NHx8fa9ZIjandayEZgJRvFC2FiIiIiMjixgIA5s+fjzVr1uDdd9+Ft7c39u7dC39/f2vVJrzu3btbPjMPh+qU2pQpdUrMVCzMUzzMVDzMVL3Muo/FLbfc0uzrbm5uiIiIwKOPPmocp9Fo8MEHH7StOsHl5OQgLCzMspmDhgPOAUD5WSD9B6CqBHBws26B1GptypQ6JWYqFuYpHmYqHmaqXmY1FubcEO/i+1awsWhZRUWF5TNrbICYmcBf7wD6SiB5G9BznvWKI4u0KVPqlJipWJineJipeJipepl1KJTBYGj1o6ampr1rVz2tVtu2BfSYW/f85KdtWxZZRZszpU6HmYqFeYqHmYqHmapXm86xoLYJDQ1t2wK6XQ64hsjP074HKvLbXhS1SZszpU6HmYqFeYqHmYqHmaoXGwsFnTp1qm0L0NgAcbPl5wY9kLip7UVRm7Q5U+p0mKlYmKd4mKl4mKl6mdVYzJ8/H0lJSa1eeFJSEubPn9/q+agVet5Q95yHQxERERGRQsxqLJKTk9G7d29Mnz4dmzdvRmlpaZPTlpaWYtOmTZg+fTp69+6N1NRUqxUrGqvc78N/YN3N8jJ/Akoy275Mshjv4SIeZioW5ikeZioeZqpeZl0V6uDBg/j000/x1FNPYdasWbCxsUHPnj0RFRUFb29vSJKEgoICnDp1CidPnoTBYECvXr2wYcMGzJ49u73/BtWyszNr8zdPowF63AAcXAFAAk6sB4Y/2tJc1E6skil1KsxULMxTPMxUPMxUvcw+x2Lu3Lk4ceIEdu/ejUWLFsFgMOCbb77B2rVrsW7dOnzzzTfQaDS48847sW/fPvz7779sKlpw9uxZ6yyo94K65/9+KN+NmxRhtUyp02CmYmGe4mGm4mGm6tXqlnDMmDEYM2YMAPkytPn5+dBoNPDx8YFGo7F6gWQGj+5A2JXA6d1AYbJ8SFToaKWrIiIiIqIupE1XhbKxsYGfnx98fX3ZVFggIiLCegvrc2vd8394Y0KlWDVT6hSYqViYp3iYqXiYqXrxcrMKysvLs97CYmYCjl7y86RNQGWh9ZZNZrNqptQpMFOxME/xMFPxMFP1YmOhoLKyMustzM4R6DFPfq6v5KVnFWLVTKlTYKZiYZ7iYabiYabqxcZCQfb29tZdYN96h0P9/Q4gSdZdPrXI6pmS4pipWJineJipeJiperGxUJDVjyH0HwAEDZef5/0NnPnZusunFvG4UPEwU7EwT/EwU/EwU/ViY6EgS+5m3qKB99Y9P/qG9ZdPzWqXTElRzFQszFM8zFQ8zFS9LGosfvrpp2ZPrDl37hx++ukni4uiNoidBTgHyM+TtgDFGcrWQ0RERERdgkWNxZgxY7Br164mX9+9e7fxXhfUNC8vL+sv1NYB6H+H/FyqAf562/rroCa1S6akKGYqFuYpHmYqHmaqXhY1FlILJwVXV1fDxoZHWbXE0dGxfRbc73bA5sK9D/9+F6iuaJ/1UAPtlikphpmKhXmKh5mKh5mql8W//pu6IV5RURF27twJf39/i4vqKrKzs9tnwa5BQOz18vPKfCB+Q/ushxpot0xJMcxULMxTPMxUPMxUvcxuLFauXAlbW1vY2tpCo9Fg/vz5xuH6D29vb3z22WeYM2dOe9ZNLRlyf93zP54HDDXK1UJEREREwrMzd8IBAwZgwYIFkCQJ69evxxVXXIHIyEiTaTQaDVxdXTF8+HDMnTvX6sWKJiwsrP0WHjAYCBsHnP4RKEwGkjYDcde33/oIQDtnSopgpmJhnuJhpuJhpupldmMxffp0TJ8+HQCwf/9+PPDAA5g2bVq7FdYVFBQUwMnJqf1WMOxhubEAgN+fla8Y1cQhbGQd7Z4pdThmKhbmKR5mKh5mql5mNxb1paamWruOLqmkpKR9VxB2pbzn4uyfQO5RIH0XEHFV+66zi2v3TKnDMVOxME/xMFPxMFP1sqixqK+8vBz5+fmNXimKu7KaZ2fX5s3fPI0GGPYIsH2WPPz7GjYW7azdM6UOx0zFwjzFw0zFw0zVy6LkDAYDnn/+ebzxxhvIyclpcrqaGp4w3JyoqKj2X0n0TMArBihIAjL2ARn7gdBR7b/eLqpDMqUOxUzFwjzFw0zFw0zVy6LG4pFHHsGLL76I3r1749prr4WPj4+16+oSEhISEBcX174rsbEFhi8HvlsoDx94HJi9n+datJMOyZQ6FDMVC/MUDzMVDzNVL4sai48//hgTJkzAjh07rF0PtYee84Df1gAFCcCZn4H0H4GI8UpXRUREREQCsegGeQUFBcYrRJHlPD09O2ZFNnbAZSvqhn99HGjh7ulkmQ7LlDoMMxUL8xQPMxUPM1UvixqL3r17866IVuDs7NxxK4u7HvDtIz/P/g1I5d6m9tChmVKHYKZiYZ7iYabiYabqZVFj8fjjj+Odd95BRkaGtevpUrKysjpuZRob4LKVdcO/LOfduNtBh2ZKHYKZioV5ioeZioeZqpdZ51isWrWqwbjw8HD06tULM2fORPfu3WFra2vyukajweOPP26dKsk6omfW3dci7y/gxAagz0KlqyIiIiIiAWikxm5AcREbm9bv2NBoNJ36crPFxcXw8PBAUVER3N3dFamhrKwMLi4uHbvSjH3AF2Pk567BwC2JgH0H1yAwRTKldsVMxcI8xdNemY6963STr+15i/fpak/8nHYurfnNbNYeC95pu30UFxd3/AcndDQQNQ1I3gaUZgGHXwIufaJjaxCYIplSu2KmYmGe4mGm4mGm6mVWYxEeHt7edXRJxcXFCAoK6vgVj3weSPkWkGqAP54H+i4CXBWoQ0CKZUrthpmKhXmKh5mKh5mql0Unb5N1WHKImVV4xwH975CfV5fJN80jq1AsU2o3zFQszFM8zFQ8zFS9zDrH4mK33HJL8wvVaODk5ISwsDBcddVVGDBggKX1tZvOcI6FosrzgA+igapiABrghoNA0HClqyIiIuoUeI4Fkaw1v5ktaixsbGyg0WgAABfPfvF4jUaDefPmYe3atZ2qA+0MjUVSUhJiYmIUWTcA4M9XgX33yc/9BwHzfgdsbJudhZqneKZkdcxULMxTPO2VKRsL5fBz2rm05jezRb/0c3NzMWjQIMycOROHDh1CYWEhCgsLcfDgQcycORNDhgxBWloafv/9d8ycORMbN27Eyy+/bNEfIzKDwaBsAQPvAfz6yc9zjwB/vaNsPQJQPFOyOmYqFuYpHmYqHmaqXhY1Fg8++CB8fHywadMmDBs2DO7u7nB3d8fw4cOxadMmeHp6YtWqVRgyZAg2bdqE4cOHY/369dauXfUUPwTLxg648q264QPLgbKzytUjAMUzJatjpmJhnuJhpuJhpuplUWPx7bffYurUqU2+Pm3aNGzbts04PGPGDJw6dcqSVQmtU3xwuo0Aei+Un+uKgJ/+o2g5atcpMiWrYqZiYZ7iYabiYabqZVFjUVZWhnPnzjX5el5eHsrKyozDnp6eDe7MTUBmZqbSJchGPgdoPeXnJ9YDabsULUfNOk2mZDXMVCzMUzzMVDzMVL0saiwGDx6MN998s9G9EElJSXjzzTcxePBg47jExERej7gzc/YHrni2bnjXIqCqVLl6iIiIiEh1zLpB3sXWrFmD8ePHo0+fPpg2bRpiY2MBACdPnsQ333wDjUaDZ555BgCg0+nw8ccfY8qUKdarWhDBwcFKl1Cn3yIg4TMgYx9QnA78vAy48g2lq1KdTpUpWQUzFQvzFA8zFQ8zVS+LGovLL78cu3fvxv33349NmzaZvDZs2DC89NJLGDFiBABAq9UiPT0d9vb2ba9WMOXl5XBzc1O6DJnGBrjqfWBdX0BfARz7LxB3PRByhdKVqUqnypSsgpmKhXmKh5mKh5mql8U3lrjssstw6NAh5OTk4ODBg/j111+Rk5ODQ4cOGZuKWlqttlPdw6KzKCwsVLoEU55RwOXP1A1/fwtQXa5cPSrU6TKlNmOmYmGe4mGm4mGm6mXRHov6/P394e/vb41aqDMYeC+Q8AWQfRAoPAX8shwY84rSVRERERFRJ8fdCAqKi4tTuoSGbGyBqz8EbLXy8JFXeZWoVuiUmVKbMFOxME/xMFPxMFP1MquxsLGxgZ2dHaqqqozDtra2zT7s7Nq8M0R4ycnJSpfQOJ8epleJ+u4moLzpywtTnU6bKVmMmYqFeYqHmYqHmaqXWb/+FyxYAI1GY7wXRe0wtY1er1e6hKYNWgKk7gDSdwFl2cCuxcC0zQBzb1anzpQswkzFwjzFw0zFw0zVy6zGYu3atc0Ok2U69RUPNDbAhLXAun5AZT5wagvwzwdAv9uUrqxT69SZkkWYqViYp3iYqXiYqXrxHAsFeXl5KV1C81yD5UvQ1tq7FMiPV64eFej0mVKrMVOxME/xMFPxMFP1alNj8dNPP+Gxxx7DokWLcPLkSQBAaWkpfvrpJ14qzAynT59WuoSWxcwA+i2Wn+vLge3XAdVlipbUmakiU2oVZioW5ikeZioeZqpeFjUWNTU1mD17NsaMGYNnnnkGH374IbKysgAAdnZ2mDFjBt566y2rFkoKGv0K4NtXfp5/Ath1ByBJytZERERERJ2KRY3Fc889h82bN+Pll19GfHw8pHo/Mh0dHTFz5kzs2LHDakWKKigoSOkSzGPvDEz9ErB3lYfjPwb+eU/Zmjop1WRKZmOmYmGe4mGm4mGm6mVRY7F+/XosWLAAS5cuha+vb4PXe/bsyUuFmaGyslLpEsznHQdc/UHd8J57gbNHlKunk1JVpmQWZioW5ikeZioeZqpeFjUWaWlpuPTSS5t83dPTEwUFBRYX1VWobhvFXS/fmRsAaqrk8y0q8pWtqZNRXabUImYqFuYpHmYqHmaqXhY1Fm5ubjh//nyTryclJcHPz8/ioqgTG/UiEDhMfl6UCmyfBdRUK1sTERERESnOosbi8ssvx8cff2xybkWt/Px8fPjhhxgzZkybixNdTEyM0iW0nq0DMHUT4BwgD2fsBfbdp2xNnYgqM6VmMVOxME/xMFPxMFP1sqixWL58OZKSkjB27Fh8/fXXAIAjR47gzTffxKBBg1BeXo5HHnnEqoWKKC0tTekSLOMeCkzfIjcZAHDsTeCv/ylbUyeh2kypScxULMxTPMxUPMxUvSxqLIYMGYKvvvoK8fHxuO02+U7MDz/8MO69917odDps2bIFvXr1smqhIqquVvEhRMGXAuPeqRvecw+QsV+5ejoJVWdKjWKmYmGe4mGm4mGm6mVn6YyTJk1Ceno6du3aZbzkbGxsLK6++mo4OTlZs8ZmlZaWokePHjhz5gz++OMPDBkypMPW3VYuLi5Kl9A2fW4Gzv0D/PkKYNAD264FbjgIeHXdXZiqz5QaYKZiYZ7iYabiYabqZXFjAQBarRZTpkzBlClTrFVPqz311FPQ6/WKrb8thDjBfeTzwLnjQPoPQGU+8NVEYO6vgLO/0pUpQohMyQQzFQvzFA8zFQ8zVS+LDoXqLE6ePIk333wTK1euVLoUiwhxDKGNHTD1C8C3jzxcmAxsmQpUlytbl0KEyJRMMFOxME/xMFPxMFP1MnuPxdixY1u1YI1Gg927d7e6oNZYsmQJ7rjjDsTFxbXreqgFWg9g5g7g00uB0jNAzu/AtzcA0zYDNrZKV0dEREREHcDsxuL333+HRqMxGVdeXg6tVgtb24Y/Hi+e1to2bdqEv/76C5s2bcKRI+q8A3RAQIDSJViPeyhwzQ7gs8uBqhIg+WtgzxLgyv8C7fxe6EyEypQAMFPRME/xMFPxMFP1MruxKC0tNRk+d+4c/P398c0337R6b0ZblZeX4/7778eaNWvg7u5u1jw6nQ46nc44XFxc3F7lmU2t54Y0ya8fMG0L8NUE+WTuv94CXIOASx5TurIOI1ymxEwFwzzFw0zFw0zVy+KTt9t7j0RzVq9ejYCAACxcuNDsedasWdPouRhJSUlwdXVFdHQ0MjIyoNPp4OTkhMDAQKSmpgIA/P39IUkS8vLyAACRkZHIyspCZWUlHB0dERwcjJSUFACAr68vbGxskJubCwCIiIhAbm4uysvL4eDggLCwMJw6dQoAUFZWBnt7e+Tk5AAAwsPDkZ+fj9LSUtjZ2SEyMhKJiYkAAC8vLzg6OiI7OxsAEBYWhoKCApSUlMDW1hbR0dFITEyEJEnw8PCAq6srzpw5AwAICQlBSUkJioqKoNFoEBsbi6SkJBgMBri5ucHT0xMZGRkAgODgYJSXl6OwsBAAEBcXh+TkZOj1eri6usLb2xunT58GAAQFBUGn0xnvwh4TE4N0QyQc+z2NoGMPyxv4wOM4W1gB7SUPoaamBufOnQMAREVFITMz07i9g4KCjNuw9qSt+ts7OzsbFRUV0Gq1CAkJQXJysnF729ra4uzZs41u7/DwcCQlJQEAvL29odVqTbbh+fPnjds7KioKCQkJAABPT084OzsjKysLABAaGorCwkKUlJTAxsYGMTExJtvbzc0NmZmZOHfuHBwdHVFaWmqyvU+dOoWamhq4ubnBy8vLZBtWVlaioKAAABAbG4uUlBTj9vbx8UF6ejoAIDAwEFVVVcbtHR0djdOnT6OqqgrOzs7w9/c3Hpfq7+8Pg8Fg3N7NvWf9/Pyg0WiM79nu3bsjJyfHuL1DQ0ON71kfHx/Y2dmZbO+8vDzjezkiIsK4vZt7z7a0vUNCQlBcXIzi4mLj9q59z7q7u8Pd3R2ZmZktvmdb2t4xMTFIS0tDdXU1XFxc4OfnZ9yGAQEB0Ov1SEhIQH5+viLfEd7e3nBwcBDrOyI9vdH3bEBAQId8R+j1elRUVCj2HQEA3bp143dEC+/Z1nxH5Ofnw9fXtx2+IxwBNPZbR0JCQoLxOyI/P9+4vfkdYZ3viKysLFRUVCjyHaH07wig831HXLxzoTkaqbHbZ5shPz8ffn5++PHHHzt0j0V6ejpiY2OxZcsWXHbZZQCAX375BVOnTsXevXsxZMgQuLq6NpivsT0WoaGhKCoqMnuvh7UlJCSIe37I4ZeA/Q/WDV/9oXx5WsEJnWkXxUzFwjzF016Zjr3rdJOv7XkrzOrrozr8nHYuxcXF8PDwMOs3c5suN6uE1NRUVFVVYfLkyQ1eGzNmDIYPH45Dhw41eE2r1UKr1XZEiWaLjo5WuoT2M+QBQFcMHFolD/9wG2DvCsTNUraudiZ0pl0UMxUL8xQPMxUPM1Uv1V1udsCAAdi7d6/J45VXXgEAvPPOO3jrrbcUrtB8tbsNhXXZCmDQ/8nPJQOwYx6QskPJitqd8Jl2QcxULMxTPMxUPMxUvVS3x8LT0xOjR49u9LXBgwdj0KBBHVtQG9Q/NEtIGg0w+mX5KlH/fgAYqoHt1wLTvwYirlK6unYhfKZdEDMVC/MUDzMVDzNVL7Mbi+eff95kuLy8HBqNBp999hkOHz7cYHqNRoOHHnqo7RUKzMnJSekS2p9GA4z/n9xcJH4B6CuBrdOA6VuB7hOUrs7qukSmXQwzFQvzFA8zFQ8zVS+zT962sWndUVMajQY1NTUWFdURWnMiSnupqqqCg4ODIuvucDVVwLdzgaSv5GFbB2DaV0Bkw3Nl1KxLZdpFMFOxME/xtFemPHlbOfycdi7tcvL23r1721wYmUpNTe06Vz2wdQAmfyafZ5H4pdxofD1Tvjt31FSlq7OaLpVpF8FMxcI8xcNMxcNM1cvsxmLUqFHtWQd1Bbb2wORPAI0NkPC5fM7FtmuBqV8C0dOVro6IiIiI2kB1V4USib+/v9IldDwbO2DSx0CPG+RhQzWw/Tog/hNl67KSLpmp4JipWJineJipeJiperGxUJCF9yZUPxs7YOJ6oNeN8rBBD+yYDxx9U9m6rKDLZiowZioW5ikeZioeZqpebCwUVHur+S7Jxha4+iOg3+0XRkjAnnuAg6sAFX+hdOlMBcVMxcI8xcNMxcNM1YuNBSnHxhYY9zYw/NG6cb8+CexdKt9Qj4iIiIhUg42FgiIjI5UuQXkaDXD508Col+rGHX0D2LlAvnKUyjBT8TBTsTBP8TBT8TBT9WJjoaCsrCylS+g8htwvHxqlsZWH4zcCmycAlYWKltVazFQ8zFQszFM8zFQ8zFS92FgoqLKyUukSOpc+C+X7Wtg5ysMZe4HPRgDF6YqW1RrMVDzMVCzMUzzMVDzMVL3YWCjI0dFR6RI6n+jpwKw9gJOvPJx/AvjkEiDnsLJ1mYmZioeZioV5ioeZioeZqhcbCwUFBwcrXULnFHwpcMMhwCtGHi7LAT4fBSR/o2xdZmCm4mGmYmGe4mGm4mGm6sXGQkEpKSlKl9B5eUYBcw8CwSPkYX058PV04PDLnfpytMxUPMxULMxTPMxUPMxUvdhYUOfl5APM+hGImy0PSwZg/wPA9zcDeh5/SURERNSZsLFQkK+vr9IldH52jsDkT4BLHqsbd3wd8MVooDRbsbKawkzFw0zFwjzFw0zFw0zVi42FgmxsuPnNorEBRjwFTPkCsHOSx2X/BmwcAuT8oWxtF2Gm4mGmYmGe4mGm4mGm6sXkFJSbm6t0CeoSNwuYcwBwC5WHS7OAz64ATmxQtq56mKl4mKlYmKd4mKl4mKl6sbEgdQkYCMw/DHS7XB6u0cl36f7xTkCvU7Y2IiIioi6MjYWCIiIilC5BnZz9gVm7gX6L68b99Q7w2eVAUZpiZQHMVETMVCzMUzzMVDzMVL3YWCiIu/rawNYBGP8/4KoP6u7UffYw8PEgIGWHYmUxU/EwU7EwT/EwU/EwU/ViY6Gg8vJypUtQv763yPe78IyShysLgC2TgV8eAww1HV4OMxUPMxUL8xQPMxUPM1UvNhYKcnBwULoEMfgPAOYdBqJn1I377Wlg0zig5EyHlsJMxcNMxcI8xcNMxcNM1YuNhYLCwsKULkEcjp7AtK+Akc8DGlt5XMY+YH0/4NS2DiuDmYqHmYqFeYqHmYqHmaoXGwsFnTp1SukSxKLRAEMfAq7fA7iGyOMqzwNfTwd23wNUV7R7CcxUPMxULMxTPMxUPMxUvdhYkHhCRgIL/gKiZ9aNO/Ym8MlwIP+EcnURERERCYyNhYK8vb2VLkFcTt7AtM3AuLfrrhp17h/g48HypWklqV1Wy0zFw0zFwjzFw0zFw0zVi42FgnhyUjvTaID+dwDz/gB8+8jj9JXyzfS+mtQuJ3YzU/EwU7EwT/EwU/EwU/ViY6GgnJwcpUvoGnz7ADf8DvS/q25c2nfA+r5A/CdW3XvBTMXDTMXCPMXDTMXDTNWLjQV1DfZOwLg3gZnfAi5B8rjKAmDHPOCb64Hyc8rWR0RERKRybCwUFB4ernQJXU/kJOCmf4G4OXXjEjcB6/oAydvbvHhmKh5mKhbmKR5mKh5mql5sLBSUn5+vdAldk5M3MOVTYMrngOOFE8TKzwJbpwE7FwAVlufCTMXDTMXCPMXDTMXDTNWLjYWCSktLlS6ha4u7Xt57ETm5btyJDcBHPYGTn1t07gUzFQ8zFQvzFA8zFQ8zVS82Fgqys7NTugRyDQJmbAeu+gDQesjjKvKAb+cAW6cDJZmtWhwzFQ8zFQvzFA8zFQ8zVS82FgqKjIxUugQC5MvS9r0FWHjC9KZ6KduBtb0u3PfCYNaimKl4mKlYmKd4mKl4mKl6sbFQUGJiotIlUH2uwcD0r4CpmwDnAHlcVYl834vPRwP5J1tcBDMVDzMVC/MUDzMVDzNVLzYWRBeLvRa4OR7oc0vduDM/A+v7AT8/ClSXK1cbERERUSfFxkJBXl5eSpdATXH0Aq7+ALjuR8Djwi5ZQzXw+xr58KhT2xqdjZmKh5mKhXmKh5mKh5mqFxsLBTk6OipdArUk/Ergpn+A4csBG3t5XHE68PV0YMtUoCjVZHJmKh5mKhbmKR5mKh5mql5sLBSUnZ2tdAlkDntn4PLVcoMRNq5ufMo38t6LQ08Deh0AZioiZioW5ikeZioeZqpebCyIzOUdB1z3AzD5M8AlSB6nrwQOPAas7yvfuduCe18QERERiYCNhYLCwsKULoFaS6MBeswGbj4JDL4P0NjK4wuSgK3TEP3XPcC548rWSFbFz6lYmKd4mKl4mKl6sbFQUEFBgdIlkKW07sDol4EbjwDdrjCOts3cDazvD+y+F6jIV7BAshZ+TsXCPMXDTMXDTNWLjYWCSkpKlC6B2sqvHzB7PzDlC8A9XB4n1QDH/gt8GAMceQOoqVa2RmoTfk7FwjzFw0zFw0zVi42FgmxtbZUugaxBowHiZgEL45Hf4/8AO2d5fGUBsHeJvAcj9Tuef6FS/JyKhXmKh5mKh5mql0aSuuavneLiYnh4eKCoqAju7u5Kl0MiKTkD/LIMOLHBdHzYWGDk80DAYGXqIiIis42963STr+15i+cAUNfRmt/M3GOhIN6yXjyJiYmAWzdg4nrghkNA0CV1L57eA3w8BPhmLlCYolyR1Cr8nIqFeYqHmYqHmaoXGwsFddGdRUIzyTRoODD3ADD507q7dwNAwmfARz2APUuB8ryOL5JahZ9TsTBP8TBT8TBT9WJjoSAPDw+lSyAra5CpxgboMQe4OR4Y8zrg5CuPN1QDR18HPoiSb7BXXdbxxZJZ+DkVC/MUDzMVDzNVLzYWCnJ1dVW6BLKyJjO1dQAG3Qvcmgxc8ljdCd5VJfIN9j6IAY6+abyDN3Ue/JyKhXmKh5mKh5mqFxsLBZ05c0bpEsjKWsxU6w6MeAq49RTQb3HdDfbKsoE99wAfxgJ/v89L1HYi/JyKhXmKh5mKh5mqFxsLIiW4BgHj/wfc9C8QPbNufMlpYNci+RyM4+sBQ41yNRIRERG1AhsLBYWEhChdAllZqzP16QFM/wqYfxjoPqlufFEK8N1NwLo+wMnPAclg3ULJbPycioV5ioeZioeZqhcbCwXxzpLisTjTgMHANd8Cc38Fwq6sG3/+JPDtHGD9ACBpCxsMBfBzKhbmKR5mKh5mql5sLBRUVFSkdAlkZW3ONPhSYNaPwPV7gW6X140/9w+w7Rq5wTj5OQ+R6kD8nIqFeYqHmYqHmaoXGwsFaTQapUsgK7NapqGjgdk/Add+DwQOrRt/7h95D8ba3vI5GDzJu93xcyoW5ikeZioeZqpeGqmL3oWkNbcnJ1KUJAEp3wK/rQayfzN9zaM7MOwRoNdNgJ1WmfqIiAQ09q7TTb62562wDqyESFmt+c3MPRYKSkpKUroEsrJ2yVSjAaKmAHMPAtftAkJG1r1WlArsuh34IBo48gZQXWH99Xdx/JyKhXmKh5mKh5mqFxsLBRkMPBFXNO2aqUYDhI8DZu+XH+FX1b1WmgnsXQK83x34bQ1QWdB+dXQx/JyKhXmKh5mKh5mqFxsLBbm5uSldAllZh2UaMhK47nvght+AqGl148vPAr88CrwbBuy7Hyhuelc+mYefU7EwT/EwU/EwU/ViY6EgT09PpUsgK+vwTIOGATO+Bm48BsTOAnDhhLfqUuDPV4APooCdC4C8vzu2LoHwcyoW5ikeZioeZqpebCwUlJGRoXQJZGWKZerfH5j6BXBLItD/TsDOUR5v0AMnNgDr+wObJwKn98ong5PZ+DkVC/MUDzMVDzNVLzYWRCLxigbGvQUsSgcueRxw9K57Le074MuxwMahF+6FoVeuTiIiIhIOGwsFBQcHK10CWVmnydTZHxixClh8GhjzOuAeUffa2T/le2G8Hwn8/jxQcV6xMtWg02RKVsE8xcNMxcNM1YuNhYLKy8uVLoGsrNNlau8CDLoXuDUJmPwp4D+w7rWSDODnh4F3Q4BddwD5J5SrsxPrdJlSmzBP8TBT8TBT9WJjoaDCwkKlSyAr67SZ2tgBPeYA8/8ErvsRiJxS95q+Avj7f/LdvDddDaTuBCRe6q9Wp82ULMI8xcNMxcNM1YuNBVFXotEA4VcCM7fLJ3oPvBewd617Pf0H4KtJwEc9gaNvAlWlytVKREREqqKRpK55iZjW3J6cSGi6IuDfD4Gjb8h38q5P6wH0uQXodwfgHatMfUREChh7V9P3AdrzVlgHVkKkrNb8ZuYeCwUlJycrXQJZmSoz1XoAg+8DbkkCpm8FQkfXvaYrku+H8VEc8OV4IGlLl7ualCozpSYxT/EwU/EwU/WyU7qArkyv71o/0LoCVWdqYwtET5cfuX8BR18H4jcCNTr59dM/yg/XbkC/xUDf2wBX8a/coepMqQHmKR5mKh5mql7cY6EgV1fXliciVREmU//+wNUfALefAUa+AHhG1b1Wegb49UngvXBg+yzhb7onTKYEgHmKiJmKh5mqFxsLBXl7e7c8EamKcJk6+QBDH5RP9L72OyBqGqC58LVh0AOJm+Sb7q3tBRx5HagsVLTc9iBcpl0c8xQPMxUPM1UvNhYKOn266RPDSJ2EzVRjA0RcDcz4GrgtFRi+HHAOqHv9/Elg71Lgf0HAzgVA5k/C7MUQNtMuinmKh5mKh5mqFxsLImod9zDg8tXyXb0nfwaEjKp7TV8JnNgAfD5KPuH79+eBshzlaiUiIqIOw8ZCQUFBQUqXQFbWpTK1dQB6zAZm7wNu+le+J4ajV93rBUkX7uwdCnx9DZCyAzDUKFaupbpUpl0A8xQPMxUPM1UvNhYK0ul0SpdAVtZlM/XtDYx9Hbg9C5j0CRA2tu41gx44tQXYMlk+4fvAE0BRmmKltlaXzVRQzFM8zFQ8zFS92Fgo6Pz580qXQFbW5TO1cwR6zgVm7QZuPQUMfxRwqfcvT6VngENPAe9HyvfFiN8IVJcrV68ZunymgmGe4mGm4mGm6sXGgojah2cUcPnT8rkYM7ZduKKU7YUXJfmeGDvmA+8EAt/feuGEb4OiJRMREZHlNJIkyKVbWqk1tydvLwaDATY27O1EwkxbUJoFHF8H/PM+UJTS8HWP7kCvBfLDM7Lj62sEMxUL8xRPe2U69q6mr0y0560wq6+P6vBz2rm05jez6lL78ssvMWPGDISGhsLFxQX9+vXD22+/DYNBff/SmZ6ernQJZGXMtAWuwcDwZcCtScDs/UCfWwAHt7rXi1KBgyuBD6KAz0YC/3wA6IqUqxfMVDTMUzzMVDzMVL1U11i89NJL0Gq1eOGFF/DNN99gxowZWLJkCR5++GGlS2u1qqoqpUsgK2OmZtLYACEj5bt735EDTPoYCB8PQFM3zZmfgR9ukw+V+vYGIO17Ra4qxUzFwjzFw0zFw0zVy07pAlpr+/bt8PPzMw6PGTMGpaWl+O9//4vVq1dDq9UqWF3rODs7K10CWRkztYC9M9BznvwoOQPEfywfLnU+Xn5dXwmc/FR+OAcAPeYAPW4AAocCGk3zy7YCZioW5ikeZioeZqpeqttjUb+pqDVw4EBUVlaq7ioC/v7+SpdAVsZM28itGzDsYWDhcWDe78CAuwFH77rXy88CR14DPhkOfBgjX7o2/2S7lsRMxcI8xcNMxcNM1Ut1jUVjfv75Z3h7e6vujZiWlqZ0CWRlzNRKNBp5j8SV/5XvjTFtMxA9U74pX63CZPnStWt7AhsGAYdfAkoyrV4KMxUL8xQPMxUPM1Uv1R0KdbHDhw/jo48+wpNPPglbW9smp9PpdCY3XCkuLu6I8oiorey0QMw18qOyEEj6Cjj5CXB6D4ALF7XLPSo/9j8EhI6SD5WKuRZw8m5uyURERGRFqr7cbE5ODoYPH46QkBDs27cP9vb2TU67YsUKrFy5ssH4w4cPw9XVFdHR0cjIyIBOp4OTkxMCAwORmpoKQN4lJ0kS8vLyAACRkZHIyspCZWUlHB0dERwcjJQU+dKZvr6+sLGxQW5uLgAgIiICubm5KC8vh4ODA8LCwnDq1CkAgIODA7y9vZGTkwMACA8PR35+PkpLS2FnZ4fIyEgkJiYCALy8vODo6Ijs7GwAQFhYGAoKClBSUgJbW1tER0cjMTERkiTBw8MDrq6uOHPmDAAgJCQEJSUlKCoqgkajQWxsLJKSkmAwGODm5gZPT09kZGQAAIKDg1FeXo7CwkIAQFxcHJKTk6HX6+Hq6gpvb2+cPi1fgi8oKAg6nc54CFpMTAzS09NRVVUFZ2dn+Pv7G//VISAgADU1NTh37hwAICoqCpmZmcbtHRQUZNyGtYe71d/e2dnZqKiogFarRUhICJKTk43b29bWFmfPnm10e4eHhyMpKQkA4O3tDa1Wa7INz58/b9zeUVFRSEhIAAB4enrC2dkZWVlZAIDQ0FAUFhaipKQENjY2iImJMdnebm5uyMzMRGVlJaKiolBaWmqyvU+dOoWamhq4ubnBy8vLZBtWVlaioKAAABAbG4uUlBTj9vbx8TFeHSMwMBBVVVXG7R0dHY3Tp083ur39/f1hMBiM27u596yfnx80Go3xPdu9e3fk5OQYt3doaKjxPevj4wM7OzuT7Z2Xl4eysjLY29sjIiLCuL2be8+2tL1DQkJQXFyM4uJi4/aufc+6u7vD3d0d2af+hHvWd/DJ+x62eUdwMUljj8rgMbDtORdpdn0h2bk22N4xMTFIS0tDdXU1XFxc4OfnZ/Ke1ev1OHPmDBwdHRX5jvD29oaDgwO/I6z4HeHl5QWdTqfYdwQAdOvWjd8RLbxnW/MdodPp0K9fvwbfEbXbu7n3bHPb+87XHGFyQQkjCW8vrTR+R+Tn5xu3N78jrPMdUVxcbDwSpav9jgA633dEaWkphgwZYtblZlXbWBQVFWH06NGorKzEL7/8Ah8fn2anb2yPRWhoqKL3scjPz2+xblIXZqqQ84kXTvD+BChIbPi6rRboPhGInQVETTW9xG0LmKlYmKd42itT3sdCOfycdi5C38cCACorKzFt2jScPXsW3333nVlvPq1Wa/xXjNqH0mq7bhIHM1WIdyxw2ZPAzSeB+YeBwffL98yoVaMDTm0FdswD3vIDvr4GiP8UqCppcdHMVCzMUzzMVDzMVL1Ud46FXq/H9ddfj7/++gs//fQTwsPDlS6JiDoLjQYIGCw/Rj4PZB0AEr4AEjfJV5QCLjQZW+SHnSMQMRGIux6InAI4uCpbPxERkYqp7lCo22+/He+++y6ef/55XHHFFSav9erVy+w9Ea3ZrdNe9Ho97OxU19tRM5hpJ2WoAc78IjcZSZvrmoz67ByB7pOA2OuByMnGJoOZioV5iqe9MuWhUMrh57Rzac1vZtU1FhEREU3e6n3v3r0YPXq0WcvpDI1FWloaIiIiFFk3tQ9mqgKGGvmu3glfAkmbgPLchtPYOQLhVwHRM3Havj/C4gZ2fJ3ULvgZFU97ZcrGQjn8nHYurfnNrLp2UKRrG9c/mZzEwExVwMYWCB0tP8a+DmT+BCR+eWFPxoUmQ18JJG8DkrchVGML/DVSvtxt9AzALUTB4qmt+BkVDzMVDzNVL9U1FiJxcnJSugSyMmaqMja2QNgY+TH2jQtNxhfyid5l8uUbNVINkLFXfuy5V75xX/Q1QMxMwDtO2fqp1fgZFQ8zFQ8zVS/VHQplLZ3hUKjq6upm771B6sNMBSEZgKxDwKktkJK2QFOU3Ph03j3lBiN6pnzCuKaxa95TZ8LPqHjaK1MeCqUcfk47F+EvNyuK2hu5kDiYqSA0NkC3y4BRLyDx8m+ABX8Bl64A/PqbTnc+HvjtGWDjUOC9CGDPUiB9N1BTpUTVZAZ+RsXDTMXDTNWLh0IRETVHowH8+smPy54EClPkS9UmbQGyfgVwYadvyWng6Ovyw8EdiJgARE+TL2fr5K3on0BERNQR2FgoqPaW8yQOZiqeBpl6RgJDHpAfZTnAqa/lRuP0HsBQLU9TVSyfq5H4BaCxBbqNAKKmAZFT5Zv5kWL4GRUPMxUPM1UvNhZERJZyCQT63y4/KguBtO+A5O1A6g5AVyhPI9XIJ4Vn/gTsfxDwipWbjKipQPBlgA2/homISAw8x0JBeXl5SpdAVsZMxWN2po6eQI85wOSNwJ25wPV7gcH3A14xptMVJAKHXwQ+HwW8HQDsmC/fuE9XZPXaqSF+RsXDTMXDTNWL/1RGRGRttvZ198oY/RJwPkHek5G8Dcg6IF91CgAqzwPxG+WHjR3Q7XL5nIzISYBPb15lioiIVIWXm+XlZsmKmKl4rJ5pRT6QulNuMtK+A6pKGp/OLRToPhHoPgkIuxJwcLVeDV0YP6Pi4eVmxcPPaefCy82qRHZ2ttIlkJUxU/FYPVMnH6DXfGDqF8Bd54DrdgEDlwCeUabTlWQAf78LfD0DeNMb+HIccPglIP8E0DX/Pcgq+BkVDzMVDzNVLx4KpaCKigqlSyArY6biaddMbR2A8HHyA68BBUnyid+pO4GMfUCNTp7OUA2c3i0/9j8IuIfLezK6TwTCxgL2Lu1Xo2D4GRUPMxUPM1UvNhYK0mq1SpdAVsZMxdOhmXrFAF5LgUFLgepyIGOv3GSk7gCKUuumK04H/npbftg6ACGj5CYj/CrApxfPzWgGP6PiYabiYabqxXMsFDzHQq/Xw86OvZ1ImKl4OkWmkiRfTap2b0bm/qbv7u0aLDcY4VfJe0KceT34+jpFnmRV7ZUpz7FQDj+nnQvPsVCJ5ORkpUsgK2Om4ukUmWo0gHccMPg+4LofgLvygRnbgP53yIdF1VeaBRxfC+y4AXjbH9gwGPh5mXwDP71OkfI7k06RJ1kVMxUPM1UvtoNERGrj4CrfYC9qqrw343w8kPYDkP6DfG6Gvt7xyblH5MfvzwJ2zkDoKHlvRsRVgHdPHjZFRERWw8ZCQb6+vkqXQFbGTMXT6TPVaOTzKnx6AYP/T94rkXWgrtHIPVo3rb78wjkbO+Vh1251TUbYlV3isKlOnye1GjMVDzNVLzYWCrK1tVW6BLIyZioe1WVqp5WvFBU2FsCzQHkukP6j3GSk/QCU1buMY+kZ4PhH8gMawK+/3GCEjQVCRgp57wzV5UktYqbiYabqxcZCQWfPnoWnp6fSZZAVMVPxqD5TZ3+g5w3yQ5KA/ON1ezMy9wP6ygsTSkDeMfnx50vyncADh19oUq4Egi6RmxaVU32e1AAzFQ8zVS82FkREXYVGA/j2kR9D7pebijO/XGg0dslNRS2DXj6kKusAcOgpwM4J6HY5EDoWCL8S8B8E2PBfFYmIqA4vN6vg5WZ1Oh2v1SwYZiqeLpVp+Tkgc9+Fm/HtkS9x2xStBxAyuu7QKZXcP6NL5dlFtFemvNyscvg57Vxa85uZeywUlJubi9DQUKXLICtipuLpUpk6+wKx18kPACjOADL2yE3G6d3yORm1dEVA8tfyAwCcA+oOmwoZBXhGdcpGo0vl2UUwU/EwU/ViY6Gg8vJypUsgK2Om4unSmbqHAr1vkh+SBBQkyQ1Gxh7g9F6gMr9u2vKzwMlP5QcgX3EqZBQQOlr+r1dMp2g0unSegmKm4mGm6sXGQkEODg5Kl0BWxkzFw0wv0GgA71j5MeBOQDIAeX/XHTaVuR+oLqubvvQMcPIT+QEALkGmjYZ3nCKNBvMUDzMVDzNVL55joeA5FgaDATY2vPm5SJipeJipmWqqgZzf5Rv0Ze4HzhyQ75vRFOeAC43GhWajg27WxzzF016Z8hwL5fBz2rm05jczU1NQUlKS0iWQlTFT8TBTM9naA91GAJcsB677AbinAJj7K3D5GiDiasD+ontilJ8FEr8Adt8NrO0NvB0AbJ8FHP0vcO5feY9IO2Ce4mGm4mGm6sVDoYiIyPpsHYDgS+XH8EfkPRq5R4CM/Rf2aPwMVJXUTV+RByRukh8A4OgjX9425Ar5v/6D5OaFiIg6LTYWCvL29la6BLIyZioeZmoltvZA0HD5Mew/8n0yco/VO3TqZ/lKU7Uq802vOmXnJN+kr9vlQLcrgOBLAAe3VpfBPMXDTMXDTNWLjYWCeI1m8TBT8TDTdmJjBwQOkR9DHwQMNUDeX3KTkbFPbjQqC+qm11cAGXvlBwBobAH/ARcajQsPl8AWV8s8xcNMxcNM1YuNhYKys7MVO3Gc2gczFQ8z7SA2tkDAIPkx+D75HIv8eLnBOPOL/ChOr5teqgHO/ik/jrwmj/OMlvdm1B5C5Rnd4IRw5ikeZioeZqpebCyIiKjz0dgAvr3lR/875HHFGReajAvNxrl/AdS7sGHhKflx/CN52Dmg3h6NEYDfgI7+K4iIuhQ2FgoKC+Pl6kTDTMXDTDsR91DAfS7Qc648XFkAZP0KZF5oNM7+AdRU1U1ffhZI2iw/AMDOEdF+g4GzI4Dgy+QTy539O/7vIKviZ1Q8zFS92Fgo6Pz58+jWrZvSZZAVMVPxMNNOzNELiJwsPwBAXwnk/FFvr8YBoKq4bnp9JWyzDwDZB+rGeUbJTUbQpfJ/ffvIh2WRavAzKh5mql5sLBRUWlqqdAlkZcxUPMxURewc5XMrQq4AsEw+ITz/uLxHI/sgkHUQKEoxnacwWX6c2CAP27vKV66q3aMRdIncwFCnxc+oeJiperGxUJCdHTe/aJipeJipitnYAn795MfAuwEAaccPIcIhW24ysn4Fzh4GanR181SXAqd3y49a3j0vNBoXmg3vOPkcEOoU+BkVDzNVL40kSVLLk4mnNbcnJyIiQel1QN4xucnIOghkHQBKs5qfx9ELCBxed1+OwGGAk0+HlEsdZ+xdp5t8bc9bPAeAuo7W/GZmS6ighIQExMXFKV0GWREzFQ8zFUuDPO20dQ3C4PsASQJKMur2aGT9KjceBn3dPJUFQNp38qOWZ/SFJuPCsvz6y8umdsfPqHiYqXqxsSAiIqql0QDuYfKjx2x5XHW5fMhU/Waj4pzpfLWXuo3fKA/bOsiXtzXu1Rgunyh+0X01iIhEwsZCQZ6enkqXQFbGTMXDTMViUZ72zkDISPkByHs1ilKB7N+AnN+A7N+B3COm52rUVAE5v8uPo2/I4xx9gKBhdXs1AocBTt5t/pu6On5GxcNM1YuNhYKcnZ2VLoGsjJmKh5mKxSp5ajSAZ6T8qL2nRk0VkPd3vWbjN6Ag0XS+ynwgdaf8qOUVY9po+PWTr25FZuNnVDzMVL3YWCgoKyuLxxAKhpmKh5mKpd3ytHUAAofID8hXoELFefmmfdm/1T0q803nK0iSH/Efy8M29oBvX3k5AUPl//r0BmztrV+zIPgZFQ8zVS82FkRERO3ByRuIuFp+ABcOoUqRD52q3auRe8T0buGGanlc7hEA78rj7Bzl8zUChwIBQ+T/esXyRn5E1OmwsVBQaGio0iWQlTFT8TBTsSiap0Yjn8DtGXXRIVR/yU3G2cPyncPz4wHUuxL8/7d35+FRVGnbwO/O0unse4dsJGQFEmQRYZBhR2VHwywKsoiCuICCjuN8fCO4vIqjiMoiKuKKswiEAYkiLyLqgA6goISQkJAAAbLvZE+f94+iO+l0NyTpTipduX/XVVeSU6erTtfTXdTDqXOqsRa48oO06Dl7AEE3NycavYYC3lE9cnA4v6PKw5jaLyYWMiorK+N9hArDmCoPY6os3S6ejupricEtzWX1VVKPRd61RCP/mDTjVEsNVUDuIWnR0/hKiYY+2QgaCniGKT7Z6HYxJasxpvaLiYWMKisr5W4C2RhjqjyMqbLYRTzVHsazUAHSszPyj0vJRv5R6Wdlqwe41ZYC5/dLi55bkNSboR0iLUFDAM9wRSUbdhFTahfG1H4xsZCRg4OD3E0gG2NMlYcxVRa7jafGF4iYKC16V/OvJRtHm2+jqs43fl11PnBur7QYtuUvJRj6REM7RJrhSmWfx8ZuY0oWMab2SyWEEDeupjzteTw5ERFRtycEUHXJuFcj/6jUk3Ejai9AO9g44fCN79EDxMc/fMHiuq839e7ClhDJqz3XzOyxkFFGRgbi4uLkbgbZEGOqPIypsig6niqVNKbCMwyIvVMqEwKoOC+N2ci/NttU/nGgusD4tfUVpmM2nNwA7SDjng3//t1u6ltFx7SHYkztFxMLGfXQziJFY0yVhzFVlh4XT5UK8I6UltgkqUwIoOpyq2TjJ6Aq1/i1jdXA5cPSoueoBgJuak40tIOl5244u3bVOzLR42LaAzCm9ouJhYy8vb3lbgLZGGOqPIypsjCeuNazESot0dOby6sLgIKfjZON8nPGr22ql8Zz5B9rsT0H6bYp7SDpeRvagdJP96AueDOMqRIxpvaLiYWMPD095W4C2RhjqjyMqbIwntfhpjV+oB8gjc8oOCHdPqVPNkozYPScDaEDStKk5czfm8vdewGB15IM7SDp9054sB9jqjyMqf1iYiGj3NxcPrJeYRhT5WFMlYXxbCeNL9B7nLTo1VcCBSeBguNS0lF4Eig6JT01vKWredKSs6+5zMlVunVKn2gEDgICb5Km2O0gxlR5GFP7xcSCiIiI2k7tCYT9Vlr0muqBkjNSklFwAig8If2sLTF+bWMNkPdfaTFQAb4xpr0bHqGKet4GUU/AxEJGoaGhcjeBbIwxVR7GVFkYz07iqJZ6HgJvAvrPlcr009/qezX0yUbrp4hDAKVnpSVje3Oxxr85ydD/9Osr7asFxlR5GFP7xcRCRlVVVfDw6Hj3L3U/jKnyMKbKwnh2oZbT30ZPay6vrwQKf5USDX0PR9EvQGOt8etri4ELB6RFz8FJSi4CBkizUwUOQLUIgof7zezdUBB+T+0XEwsZlZeXo1evXnI3g2yIMVUexlRZGM9uQO0JhN4qLXq6JqnHQt+roU86ruYZv1bXKI3nKDoFQBoorgUAF+9rycYAqdckYAAQkCiVk93h99R+MbGQkYr/u6I4jKnyMKbKwnh2Uw6OgH9fael7d3P51bwWvRq/AoW/SGM5Wg8UrysHLn0vLS15RZgmHL5x3e4hf2SM31P7pRI99Ckk7Xk8OREREXUTTfXSlLeFvzQnG0W/ApUX2/Z6RzXg169V78YAwCPE6Haq8Q9fsLiJrzf1tvZdENmN9lwzs8dCRpmZmYiJiZG7GWRDjKnyMKbKwngqgKNaus0pIBFAi5jWll67TapFslH0qzSmo6Wm+muDyU8CaS3KNX5GvRv9XAJxvj4W1YLPVOhq/J7arx6fWFTX18KpXm1S7ujgABcntVE9SxxUDtA4t79uU1MTahrqLD66XqVSwdXZxfB3e+rWNtRDJ3QW2+Gm1nSobl1jPZp0tqnr6uxi6O6sb2xAo67JJnU1zmo4qBwAAA1NjWhoarRJXRcnNRwdrl/3al0Nqutr21RXT+3kDKdrD4xqT91GXRPqGxss1nV2dIKzo1O76zbpdKhrrLd5XZ3QobbBNnWdHByhdpJuZRBCoKahziZ1zX3v9TFtS11LOnqOANr3vec54sZ1r9bVQCd0sp0jOlKX54jr1zV8Rx1cAe0tgPaW5u+9EBDlOajJPwEUp0qJR/EpoOQsIKTPiBME1CodUFsCcfEQai5Kt1O9cm1iooLGYFxoiMGF+hhcqI/Dxfq+QL0foPa47neZ5wjzddtyjmhqampTXSVeR3SkblecI9qqxycWEzc/BEeN6b2Wo/oMxoZZfzb8PW7Tg6htNH9BMjSsH967e5Xh7ynvLkVpTaXZuglBUfh07osApCdLJr3/BC5XFJmtG+UfhuT7XjX8PfuTlThXnGu2bohXAL5YvMHw98J/rEZq/jmzdX1dPfHNI+8a/n5kx0s4lptmtq7GyQU/Pv6h4e8n/r0O32X/bLYuAJx88h+G31embMT+jB8t1j2y7APDyeb5/e9id+q3FusefPgd+LlJ3W+vfvMx/nniK4t1Uxa9iVBvLQBg/Xf/wIfHPrdYd8eCVxATEA4A2PJDMjYf2WGx7rY5/4PE4Gjp9+NfYN2328xX/ALY8oe/4pbeCdI+fjmAlw68b3G76+96CqOjh0htT/sez3y52WLdV6Y/jtvjfwMA+PrsUfxpz+sW6z43aQlmJo4FABzOPomlyX+zWPcvE+7D3YOlp+3+lJuGB/71vMW6y0fPwYJh0wEAafnZmLNtpcW6S0bMwkMjfw8AOFd8CbM++JPFuvOHTsOKsfcCAK5UFGHKu8ss1v3joNvx/yYuBACU1lRi3KbFFuvOSBiN5yc/DED6R3XEmwss1r0tbjhenbHc8Leh7hemdbviHAGA54jOOEeEyXyOAM8RejY7R7T6jhrOESoVStX+GLfnny3WJl5bJDP83fC812Wg8BfUVBVgBH5nvDGna4trJW7DLrylOgysB+AViRHlwy22l+cISUfOEfonb/fY6wh0v3NEWzm0qzbZlK+vr9xNICIi6tl6DQVmfQksuQwstjyuwkRFzvXXl6YDaZ9KTylvPZUuXRevj+xXjx+8faUw3+xAlK7owkxPT0fvqEjFdWG2ta4SuzDPnj2L2NjYbteFac+3OZjTlbdC6WPalrqW8DaHjtXtjHPE2bNnMaB/Am9zgHLOEea+o7Y4R0xdrv+ffQF/xwL0Vmcg0jkTMepMTIk/DxSlorq+xuJ2HSHgorr2+VY5oNo7HvDvJw0c9+sn/e4bCzg48xzRqm56ejri4+N75HVER+p29jmiPYO3e3xiIeesUPovDikHY6o8jKmyMJ7K01kxveGsUEIAlReAolRp/EZx6rXfTwON1W3biYOTNP2tf4K0BCQA/v0BnxiTJ4z3JPyedi+cFcpOBAcHy90EsjHGVHkYU2VhPJVHtpiqVNJzMrwigKgpzeVCB5TntEg0rg0aL0kDmlr1nOgapUSk+DSAz5rLHZwA72gpyfBv0cPh1xdwdu+Kdycrfk/tFxMLGdXW1vIZGgrDmCoPY6osjKfydLuYqhwAnyhpiZ7eXK5rAsrPGScbxanSWIymVreA6Rql8tJ0IDPZeJ1n7xbJRv/mpMPVv/PfWxfpdjGlNmNiIaPS0lJotVq5m0E2xJgqD2OqLIyn8thNTB0cpTEVvrFA7J3N5bpGoDTTuGejJA0oSTft4QCk268qLwA5+4zLXQNb9W5c6+3wCDV68J89sJuYkgkmFkRERERycXAC/PtKS9ys5nJdkzTzVPG1RMPw8zRQX2G6nZpCILcQyG015araU7qFquWgcb9+Uo+KAy8DybY4eFvGwdtCCMMMBaQMjKnyMKbKwngqT2fF9IaDt+UiBHD1imnCUZIGXM1r+3Yc1dLAcb9WYzh84wBnt85rfxvwe9q9cPC2nTh37hyio6PlbgbZEGOqPIypsjCeytPjYqpSAR4h0hIxwXhdbSlQckZKNopPNycc5TkAWv0/clO9dOtV0SnTfXiGX0sy4gG/+OafnmHSGJJO1uNiqiBMLGTU2Gh5nmGyT4yp8jCmysJ4Kg9j2oLGFwgZIS0tNVQDpRnGvRvFaVKZzsxzDCovSsv5/cblTm7SGJGWSYdfvNTLofa02dtgTO0XEwsZeXh4yN0EsjHGVHkYU2VhPJWHMW0DZzdAO0haWtI1AmXnmns3StOlQeOl6VLvR2uN1UDhSWlpzSPEQi9Hb2ngejswpvaLiYWM/P2VMzUcSRhT5WFMlYXxVB7G1AoOToBfnLTgzuZyIYCaIum2Kn2iof9ZlgUIM0+trrosLRe+Ni53dDHt5dD/dPE22yzG1H4xsZDR+fPn+WRJhWFMlYcxVRbGU3kY006gUgFugdISNsp4XVO91MvRMtkoSZeSkNpi02011Vkey+EWdO12qhZJh08szufXI75fYue8N+pUTCyIiIiIqG0c1c3T47ZWU2yabOh7OcyN5ajOl5ZWU+TGqRyBw32uPfcjDvCJbf7dM7zdt1ZR12FiIaNevXrJ3QSyMcZUeRhTZWE8lYcx7UZc/YHQW6WlJV0jUJ5tnGzoE5DqApPNqEQTUJYpLdlfGK90VAPe0VKSoU82fGOl5MMjxO4eBqg0TCxkVF9fL3cTyMYYU+VhTJWF8VQextQOODg1P3U8eprxutrS5iSjNAMoPYvGwtNwqsyWBou31lTfPLNVa87ugE+M+Z4O1wAmHV2AiYWMSkpKEBgYKHczyIYYU+VhTJWF8VQextTOaXyBkN9IyzVZ6emIj4uTBoOXnQVK9UuG9HdZljR2o7WGq5ZnrXLxvpZoxDUnOfrkQ+PTee+vh2FiQURERETdi0oFeIZKS/hY43W6Juk5G6VnryUeGc2/l50zP2tVXTmQf0xaWnMNML6lyjdO6vnwiQZcrv+kaTKmEkKIG1frXjIyMrBs2TJ89913cHd3xz333IM1a9bA1dW1zdtoz+PJO0tTUxMcHTkASUkYU+VhTJWF8VSezorp+IcvWFz39abeNt8fNbMqpk0NQEVOcw9Hy+Sj4gJMnkB+I66BzUmGTwzgGyON8fCJkcaU9IDbq9pzzWx3PRZlZWUYP348IiIisGPHDhQUFGDFihUoLi7GJ598Infz2uXChQvo06eP3M0gG2JMlYcxVRbGU3kYU+WxKqaOzs23OmGK8brGWqD8HFCS0eIWq2u/V102v72aQmm5csR0ndrrWtLRIvHQ//QIBlQOHXsPdszuEou3334bpaWlOHHiBAICAgAATk5OmDNnDlauXIl+/frJ3MK244Az5WFMlYcxVRbGU3kYU+XptJg6aQD//tJistMqaRYqwy1VWc0zU1lKOuorgIKfpMVkX66Ad1SrpOPa7169pQHtCmR37yolJQUTJ040JBUAMGvWLCxcuBApKSl2lVi4ubnJ3QSyMcZUeRhTZWE8lcdeY/rtz9X4KKUcF/MbEB7kjHlTvDF6sH2+F1uTJaZqD0A7SFpaa6iWejpaJhv63yvOA0Jn+prGGqA4VVpac3ACvPs031LVMvHw7gM4udj63XUZu0ss0tLSsHDhQqMyFxcXREdHIy3NzNRj3ZhWq5W7CWRjjKnyMKbKwngqjz3G9Nufq7H63SKoVIAQQPblBqx+twirFwUwuUA3jKmzGxCQKC2tNdVLyUXLZEP/e/k5aX1rusbmma5MqKSHALbu5fCNBQJvsvlbszW7SyxKS0vh4+NjUu7r64uSkhKLr6urq0NdXfPUZBUVFZ3RvHbJyclBfHy83M0gG2JMlYcxVRbGU3nsMaYfpZQbkgpA+qlSAR+nlDOxgJ3F1FHdYkxHK7omoCq3RcLRKvFouGpmgwKovCAtFw82F3v2Bhaf77S3YSt2l1gAgMrMCHwhhNlyvZdeegnPPvusSfnZs2fh4eGBmJgYXLx4EXV1dXB1dUWvXr2QnZ0NQMqchRAoLCwEAERFReHy5cuora2FRqNBSEgIzp07BwAICAiAg4MDCgqkJ0lGRkaioKAA1dXVUKvV6N27NzIzMwEAV69eRXl5OfLy8gAAERERKC4uRlVVFZycnBAVFYWMjAwAUuKk0Whw5coVAEDv3r1RWlqKyspKODo6IiYmBhkZGRBCwNvbGx4eHrh06RIAICwsDJWVlSgvL4dKpUJcXBzOnj0LnU4HT09P+Pj44OLFiwCAkJAQVFdXo6ysDAAQHx+PrKwsNDY2wsPDA35+frhwQZopIzg4GHV1dYaELjY2FufPn0d9fT3c3Nyg1WqRk5MDAAgKCkJTUxOKiooAANHR0cjNzTUc7+DgYMMx1M9H3vJ4X7lyBTU1NXBxcUFYWBiysrIMx9vR0RH5+flmj3dERATOnpX+R8DPzw8uLi5Gx7CkpMRwvKOjo5Geng4A8PHxgZubGy5flu6rDA8PR1lZGSorK+Hg4IDY2Fij4+3p6Ync3FwUFRUhNDQUVVVVRsc7MzMTTU1N8PT0hK+vr9ExrK2tRWlpKQAgLi4O586dMxxvf39/nD8vnUh69eqF+vp6w/GOiYnBhQsXzB5vrVYLnU5nON7X+8wGBgZCpVIZPrN9+vRBXl6e4XiHh4cbPrP+/v5wcnIyOt6FhYW4evUqnJ2dERkZaTje1/vM3uh4h4WFoaKiAhUVFYbjrf/Menl5wcvLC7m5uTf8zN7oeMfGxiInJwcNDQ1wd3dHYGCg0We2sbHRcAzlOEf4+flBrVbzHGHDc0RjYyMuXrwo2zkCAM8RNj5HFBcXA0AnnCM0AMxdVwikp6cbzhH6/bfnHHEx3xWt5+QUAjifV4/i4uIef44oKipSznXElVoAoQiP+Y3xOSImBlm/Hobz1fPwEkVwq7uE2rxUOF+9AE1tLlR1pUafj2qXUFxMT5flHFFVVWXme2Ce3U03q9VqsXDhQqxZs8aoPCEhASNGjMCWLVvMvs5cj0V4eLis082WlpbC19dXln1T52BMlYcxVRbGU3k6K6Z3PZWL8irTe+e9PRyQ/Lcwq7b9wP9cQfblBqPkQqUCokKc8e7KYKu2rQT8ngKoKQHKs4DSTOmnRxiQuECWprRnulm7mwerX79+JmMp6urqkJWVdd2B2y4uLob/xdAvctPpzAz2IbvGmCoPY6osjKfydFZMl9/jZ7Z8xWzz5e0xb4q34fYnAIbbouZN9bZ620rA7ykAVz+g1y1Av3uA3/x/2ZKK9rK7xGLKlCk4cOCAoesRAJKTk1FXV4cpU6Zc55Xdj747j5SDMVUexlRZGE/l6ayYjh7shtWLAhAd6gxnJyA61BnPLg7AqEHWj4HQbzsqRNp2VIjttq0E/J7aL7sbY/Hggw9i/fr1mDlzJv76178aHpA3Z84cu5pqloiIiLq30YPdOm0wdWdum0gudjfGAgAyMjKwdOlSfP/993Bzc8M999yDl19+Ga6urm3eRnvuF+ssDQ0NcHZ2lmXf1DkYU+VhTJWF8VQexlR5GNPuRdFjLABpxPu+fftw9epVFBYW4s0332xXUtFd6Ge3IOVgTJWHMVUWxlN5GFPlYUztl10mFkpRW1srdxPIxhhT5WFMlYXxVB7GVHkYU/vFxEJGGo1G7iaQjTGmysOYKgvjqTyMqfIwpvaLiYWMQkJC5G4C2RhjqjyMqbIwnsrDmCoPY2q/mFjISP+ESFIOxlR5GFNlYTyVhzFVHsbUfjGxICIiIiIiqzGxkFFgYKDcTSAbY0yVhzFVFsZTeRhT5WFM7RcTCxmpVCq5m0A2xpgqD2OqLIyn8jCmysOY2i8mFjIqKCiQuwlkY4yp8jCmysJ4Kg9jqjyMqf1iYkFERERERFZTCSGE3I2QQ3seT95Z6uvroVarZdk3dQ7GVHkYU2VhPJWHMVUexrR7ac81M3ssZJSXlyd3E8jGGFPlYUyVhfFUHsZUeRhT+8XEQkY1NTVyN4FsjDFVHsZUWRhP5WFMlYcxtV9MLGTk4uIidxPIxhhT5WFMlYXxVB7GVHkYU/vFMRYyjrFoamqCo6OjLPumzsGYKg9jqiyMp/IwpsrDmHYvHGNhJzIzM+VuAtkYY6o8jKmyMJ7Kw5gqD2Nqv5zkboBc9B01FRUVsrWhqqpK1v2T7TGmysOYKgvjqTyMqfIwpt2LPhZtucmpxyYWlZWVAIDw8HCZW0JERERE1L1VVlbC29v7unV67BgLnU6Hy5cvw9PTU5ZHx1dUVCA8PBwXL16UbYwH2RZjqjyMqbIwnsrDmCoPY9r9CCFQWVmJkJAQODhcfxRFj+2xcHBwQFhYmNzNgJeXF784CsOYKg9jqiyMp/IwpsrDmHYvN+qp0OPgbSIiIiIishoTCyIiIiIishoTC5m4uLhg1apVfAiMgjCmysOYKgvjqTyMqfIwpvatxw7eJiIiIiIi22GPBRERERERWY2JBRERERERWY2JRRfLyMjApEmT4O7uDq1Wi8ceeww1NTVyN4s66LPPPsOdd96J8PBwuLu746abbsJbb70FnU4nd9PIBqqqqhAWFgaVSoVjx47J3RyywnvvvYeBAwdCo9FAq9VixowZcjeJrLBr1y4MHz4cXl5eCAoKQlJSEtLT0+VuFrVBZmYmlixZgkGDBsHJyQmJiYlm66WkpGDw4MHQaDSIiYnBpk2buril1BFMLLpQWVkZxo8fj8rKSuzYsQOvvvoqtm3bhkWLFsndNOqgtWvXwsXFBa+88go+//xz3HnnnVi2bBn+/Oc/y900soHnn38ejY2NcjeDrLR69WqsWLECc+bMwb59+/D2228jODhY7mZRB/3v//4vkpKSEB8fjx07dmDDhg1IT0/HxIkTUVFRIXfz6AZSU1Oxd+9exMTEoH///mbrHDlyBDNnzsSQIUPwxRdfYMGCBVi6dCm2bNnSxa2ldhPUZdasWSPc3NxEYWGhoWzbtm0CgDh9+rSMLaOOKigoMClbvny50Gg0ora2VoYWka2kpaUJd3d3sXnzZgFAHD16VO4mUQecPn1aODo6in379sndFLKR+++/X0RGRgqdTmco+/HHHwUAkZKSImPLqC2ampoMv8+fP18kJCSY1Jk0aZIYNmyYUdmiRYtEcHCw0eup+2GPRRdKSUnBxIkTERAQYCibNWsWXFxckJKSImPLqKMCAwNNygYPHoza2lqUlJTI0CKylWXLlmHJkiWIj4+XuylkhQ8++ABRUVG4/fbb5W4K2UhDQwM8PT2hUqkMZT4+PgAAwYkuuz0Hh+tfetbV1eHrr7/G3XffbVQ+Z84cXLlyBT///HNnNo+sxMSiC6WlpaFfv35GZS4uLoiOjkZaWppMrSJb++677+Dn5wetVit3U6iDtm/fjpMnT+KZZ56RuylkpR9++AEDBgzA888/D61WC7VajTFjxuDEiRNyN4066P7770daWhrWr1+PsrIy5OTk4Mknn0S/fv0wYcIEuZtHVsrKykJ9fb3J9ZL+tileL3VvTCy6UGlpqeF/VVry9fXl/24rxLFjx/D+++9j+fLlcHR0lLs51AHV1dVYsWIFXnrpJXh5ecndHLJSXl4evvrqK2zbtg2bN2/Gzp07UV1djdtuuw1lZWVyN486YPTo0UhOTsbKlSvh6+uLPn36ICsrC1999RUfqqYApaWlAGByveTr6wsAvF7q5phYdLGWXbd6Qgiz5WRf8vLyMGvWLAwbNoyDt+3YCy+8gKCgICxYsEDuppAN6HQ6VFVVYceOHUhKSsK0adOwe/duVFZW4p133pG7edQBhw8fxr333ouFCxfiwIED2LlzJ9zc3DB58mQO3lYQS9dFvF7q3pzkbkBP4uvra8jEWyorKzPp8iP7Ul5ejsmTJ8PNzQ27d++Gs7Oz3E2iDjh//jzWrl2L5ORkwwVKVVWV4WdVVRU8PDzkbCK1k5+fH4KCgpCQkGAoCw4ORt++fZGamipjy6ijli1bhvHjx+P11183lP32t79FWFgYtmzZghUrVsjXOLKavmei9fWS/m/9euqe2GPRhfr162dyb2BdXR2ysrKYWNix2tpazJgxA/n5+fjyyy/h7+8vd5Oog7Kzs1FfX4+pU6fC19cXvr6+mD59OgBg3LhxmDhxoswtpPaydG4VQtxwECl1T6dPn8agQYOMygIDAxESEoKsrCx5GkU2Ex0dDbVabXK9dPr0aQCWv9PUPfCs2oWmTJmCAwcOoLi42FCWnJyMuro6TJkyRcaWUUc1NjbiD3/4A06ePIkvv/wSERERcjeJrDBo0CAcPHjQaFm3bh0AYPPmzXxAkx2aNm0a8vPzcerUKUPZpUuXcObMGQwcOFDGllFHRURE4Pjx40ZleXl5uHTpEiIjI+VpFNmMi4sLxo8fj3/9619G5X//+98RHByMwYMHy9QyaguV4NxsXaasrAyJiYmIjIzEX//6VxQUFGDFihW444478Mknn8jdPOqABx98EO+88w7+9re/YdSoUUbr+vfvz8G/CvDNN99g3LhxOHr0KIYOHSp3c6idmpqaMGzYMFRWVuKFF16AWq3Gc889h4KCAqSnp8Pd3V3uJlI7bdiwAUuXLsUjjzyCmTNnoqysDC+++CLOnz+P1NRUPvywm6uurjZMsb9x40ZkZWXhtddeAwCMGTMGgYGBOHLkCEaPHo0FCxZgzpw5+M9//oNnnnkGb7/9Nh544AE5m083IutTNHqg9PR0cfvttws3NzcREBAgli5dKqqrq+VuFnVQRESEAGB2OXjwoNzNIxs4ePAgH5Bn5/Lz88Xs2bOFt7e3cHNzE5MnTxZnzpyRu1nUQTqdTrz99tti4MCBwt3dXQQFBYnp06eLX375Re6mURtkZ2e36d/NvXv3ioEDBwq1Wi2ioqLEhg0b5Gs0tRl7LIiIiIiIyGocY0FERERERFZjYkFERERERFZjYkFERERERFZjYkFERERERFZjYkFERERERFZjYkFERERERFZjYkFERERERFZjYkFERERERFZjYkFE1M188803UKlU+OCDD4zKS0pKsHDhQoSGhsLBwQGDBg0CAIwdOxaRkZFd3s7uYMGCBVCpVG2ur1KpsGDBghuWdYW33noLnp6eKC4utvm2O+M9Xbp0CRqNBtu2bbPpdolIOZhYEFGPUFBQgKeeegqJiYnw9PSEt7c3YmNjcffdd2Pnzp1yN69NnnzySWzbtg2LFy/GRx99hBdffLHT9qVSqTBp0iSL66dNm9auC3p78/rrr5skdrZUUVGBVatWYdmyZfD397d6e5999hlUKhVSU1Nt0DrzQkNDsXjxYvzlL39BTU1Np+2HiOyXk9wNICLqbBcvXsQtt9yCyspKzJkzBw899BAAIDMzE3v37kVVVRWSkpJkbmWz0aNHo6amBs7OzkblX375JSZNmoRVq1YZlX/11VcQQnRlE7uNd999F5s3b7ZqGzU1NXB0dDQqe/311xEZGdlpPRmbNm1CSUkJli5dapPt7dq1C7GxsUhISLDJ9ixZvnw5NmzYgK1bt+KRRx7p1H0Rkf1hYkFEivfKK68gPz8fu3fvxvTp043WrVu3Drm5uTK1zDwHBwdoNBqT8ry8PPj6+pqUq9XqrmhWt+Ts7GySgLWXuWPdmXQ6Hd555x3cfvvt6NWrl9Xba2howN69e/Hggw/aoHXX16dPH4wcORJvvfUWEwsiMsFboYhI8TIyMgAA48aNM7s+LCzM6O/IyEiMHTsWP/30E8aPHw8PDw/4+flh3rx5yM/PN3l9XV0dXnzxRSQkJECj0cDHxwfTp0/Hzz//bFJXCIF3330Xw4cPh4eHBzw8PDBgwAA888wzhjqtx1isXr0aKpUKQgh8+OGHUKlURustjbHIzMzEfffdh7CwMKjVaoSEhGDmzJk4fvx4Ww5bu1lqR05ODlQqFVavXm0oa/keN27ciPj4eGg0GgwYMACff/45AODXX3/FpEmT4OXlBT8/Pzz66KOor6832ralMRZHjhzB6NGj4erqioCAAMybNw+FhYVm291yPIK+refPn8ehQ4cMx1qlUqG+vh5arRYjR440u53XXnsNKpUK+/fvv+5xOnr0KLKzszFlyhSz67///nuMGjXKpO2Wxk18/fXXKC8vx1133XXd/Z44cQLBwcHo27cvcnJyOry/qVOnIjU1tVNvuyIi+8QeCyJSvKioKADSbTOPP/54m8YG5ObmYsKECZg1axZ+97vf4aeffsLWrVtx9OhRHDt2DO7u7gCk/y2eNGkSDh8+jLlz5+LRRx9FeXk5tmzZgpEjR+Lbb7/F0KFDDdudO3cutm3bhhEjRmDlypXw8fHBmTNnsH37djz33HNm25KUlISYmBjMnTsXo0aNwuLFiwEAt956q8X2Hzt2DBMmTEBDQwMeeOABJCQkoKSkBIcOHcLhw4dx88033/AYNDQ0oKioyOI6W9iwYQMqKiqwcOFCaDQarF+/HnfddRc+++wzLF68GPfccw/uvPNOfPXVV9i4cSO0Wq1REmbOjz/+iPHjx8PV1RVPPvkktFotdu3add0xI3qBgYH4+OOPsXz5cgQEBGDlypWGdWq1GvPnz8err76KM2fOoG/fvkav3bp1KyIjIzFx4sTr7uPQoUMAgOHDh5usO3z4MCZOnAgPDw/86U9/QmBgIPbs2YPJkydb3F5ycjKCg4PNbk9v//79mDVrFhITE7Fnzx7DuI6O7G/EiBEAgIMHD3b6rVdEZGcEEZHCZWVlCS8vLwFAhIeHi9mzZ4t169aJY8eOma0fEREhAIh169YZlb/22msCgHjhhRcMZWvXrhUAxBdffGFUt7y8XISHh4sxY8YYyv75z38KAGLu3LmiqanJqH7Lvw8ePCgAiPfff9+oDgAxf/58k/aOGTNGREREGP7W6XQiISFBuLi4iFOnTpnUb71vcwC0ableO/Sys7MFALFq1SqT9xgaGirKy8sN5b/++qsAIFQqldi1a5fRdoYMGSKCgoKMyubPn2/SjhEjRghHR0fx66+/Gr3n6dOnmz2G5soiIiKMYqeXkZEhAIgnnnjCqPyHH34QAMRzzz1n8prW5s2bJwCI4uJik3XDhw8Xzs7O4syZM4YynU4nkpKSzLZTp9OJXr16iSVLllh8Tx9//LFwdnYWM2bMENXV1VbtTwghLl68KACY7JOIiLdCEZHiRUVF4eTJk3j44Yeh0+nw6aefYvny5Rg6dChuuukms7cGeXl5GQZ56z388MPw8vJCcnKyoWzbtm2IjY3F0KFDUVRUZFjq6+tx22234fvvvzfMoKOfpvPll1+Gg4Px6bf139Y4ceIEUlNTsWDBArP/o9zWfQ0dOhT79+83u1zvf8fbY8GCBfDy8jL8nZiYCC8vL4SGhmLmzJlGdX/7298iPz8flZWVFrdXUFCAI0eOYNq0aUhMTDSUOzg44Omnn7a6vbGxsRg7diw++ugjo16b9957Dw4ODrjvvvtuuA39bUY+Pj5G5fn5+fjxxx8xffp0xMfHG8pVKhWeeuops9v64YcfkJeXZ/E2qJdffhnz5s3DwoULsXPnTri6ulq1PwCG3o6CgoIbvlci6ll4KxQR9QiRkZHYuHEjNm7ciCtXruDIkSP48MMPsXv3bkybNg2pqanw8/Mz1I+KioKLi4vRNlxcXBAVFYWsrCxDWVpaGmpqahAYGGhx30VFRQgPD8fZs2eh1WoRHBxs+zfYwtmzZwEAAwcOtGo7/v7+Fm/ref31163atl6fPn1Mynx9fREeHm62HJCe5+Hp6Wl2e+fOnQMA9OvXz2Rd//79rWmqwYMPPoh77rkHe/bsQVJSEq5evYp//OMfmDRpksl4HXMs3YqXnZ0NAEYX+Xqtb7vSS05Ohre3t9nxQzt37kRlZSUWLVpkduasjuwPgGEGMiVPN0xEHcPEgoh6nODgYCQlJSEpKQmzZ8/G3//+d6SkpODee+811LF00SSEMFonhED//v3xxhtvWNyfPukQXTQlbFftpzVLx6yxsdHia1pP83qjcqBt789cW2x1IZyUlISAgABs2bIFSUlJ+Oyzz1BZWYkHHnigTa8PDAyEEAJlZWVGyWxH4pacnIxp06aZnRlr2LBhyMnJwfbt27Fo0SLccsstRus7+jkpKSkBgOsm00TUM/FWKCLq0fQDUS9dumRUnpWVZTIDUV1dHbKzsw2DwQEgLi4OhYWFGD9+PCZOnGh20U9nGh8fj4KCAly5cqVT35P+f6BPnDjRqftpzc/Pz3DR2ZK+F6ErREdHAwBOnz5tsq49sxhdLwnRD+Let28fcnNz8d577yEoKMhkKmNL9LdoZWZmGpXrP1dnzpwxeY25slOnTiEzM9PibVBhYWH49ttvodVqcdttt+HIkSNW7U9P3+6Wt5oREQFMLIioBzh48KDZJwXrdDrs2bMHgOltMhUVFdi0aZNR2aZNm1BRUWF0ITd37lwUFhbilVdeMbvvltPTzpkzBwDw5z//GTqdzqieLXsZBg4ciISEBHz44YdmL6Y7q0cjLi4OlZWV+O9//2so0+l0WLduXafsz5zAwEDceuut+Pzzz3Hq1CmjdqxZs6bN2/Hw8EBpaanF9YsXL4ZOp8Nf/vIXfP/995g/fz6cnNp2E8DYsWMBwOg4AUBQUBCGDRuGzz//HOnp6YZyIYTZz1dycjI0Gs11Z7sKCQnBoUOHEBYWhjvuuAPfffddh/en98MPPwAAxowZc/03SkQ9Dm+FIiLFW7t2Lf7zn/9g2rRpuPnmm+Ht7Y28vDzs2LEDx48fx7hx4zB16lSj10RHR+PZZ5/FqVOncPPNN+P48ePYunUr+vbti8cff9xQ77HHHsP+/fvx9NNP45tvvsGECRPg5eWFCxcu4MCBA9BoNDh48CAA4Pe//z3++Mc/4uOPP0ZmZiZmzJgBX19fZGRkYN++fUYXwtZQqVR4//33MWHCBAwbNgz3338/EhMTUVZWhkOHDmHSpEk2e+JzS4sXL8batWtx11134bHHHoNarcb27duveytUZ3jttdcwduxYjB49Go8++igCAwOxa9culJWVtXkbw4cPx9atW7F69WrEx8dDpVLh7rvvNqyPi4vD2LFj8cknnwAA7r///jZv++abb0ZUVBRSUlLw6KOPGq1bu3YtJkyYgJEjR+KRRx5BYGAgdu/ebUhyWvakJCcn47bbbjNMfWxJUFAQDh48iIkTJ2Ly5MnYs2ePYUxGe/ant3fvXvTv3589FkRkSpa5qIiIutCRI0fEihUrxNChQ4VWqxVOTk7C29tb/OY3vxFr164VtbW1RvX1U40eP35cjBs3Tri5uQkfHx9x7733iry8PJPtNzQ0iDfeeEMMHTpUuLm5CTc3NxETEyNmz54t9u3bZ1S3qalJbNiwQQwePFi4uroKDw8PMWDAALF69WpDHWunm9U7c+aMmDNnjggKChLOzs4iODhYzJw5Uxw/fvyGxwyAuOOOOyyunzp1qsk0r0IIsXfvXjFw4EChVqtFcHCweOqpp8SZM2csTjfb+j0KYXmq11WrVgkAIjs721BmbrpZIYQ4fPiwGDVqlNBoNMLPz0/MnTtXFBQUtHm62StXroiZM2cKb29vs1PrCiHEp59+KgCI0aNHm6y7kZdfflk4Ojqa/TwdOnRIjBw5Umg0GuHv7y8WLFhgmLL3oYceEkIIkZOTIwCIrVu3mt2+ufdUXFwshgwZIlxdXY0+l23Zn965c+eESqUS69evb/d7JiLlUwkh0yg/IqJuKjIyEpGRkfjmm2/kbgp1Y9u3b8fvf/97fPTRR5g7d267XltRUYHY2FgsWrQIL7zwwg3rHzt2DLfccgteeuklPP3003jjjTfwxBNPIC8vDwEBAR19C23en95jjz2GnTt3Ij09HW5ubjbfLxHZN46xICIi6oD169fD398fv/vd79r9Wi8vLzz77LN48803UVxcbCgXQqC2ttaorhDCMD7k9ttvByDNbPbmm29anVS0dX8AcPnyZbzzzjt46aWXmFQQkVkcY0FERNRGBQUFOHDgAL777jt8++23ePHFF40eOtceS5YswZIlS4zK6urqEBERgXvvvRdxcXEoKyvDv//9bxw5cgSzZ8/GkCFDAAB/+MMfrH4v7dkfIA0ENzcJAhGRHhMLIiKiNjp9+jRmz54NHx8fLFmyBE8++aRNt+/s7IypU6fi3//+N65cuYKmpibExMRgzZo1eOKJJ2y6Lzn2R0TKxjEWRERERERkNY6xICIiIiIiqzGxICIiIiIiqzGxICIiIiIiqzGxICIiIiIiqzGxICIiIiIiqzGxICIiIiIiqzGxICIiIiIiqzGxICIiIiIiqzGxICIiIiIiq/0fP4xa4SSQ6HgAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# === Plot LCL profile for a specific timestamp (e.g., index 10) ===\n",
    "\n",
    "index = 80  # Choose the timestamp row you want to plot\n",
    "row = merged_data_10min.iloc[index]\n",
    "\n",
    "# Use T_surf from 2m as example\n",
    "T_surf = row['Temperature_K_2.99']\n",
    "P_surf = row['BP_mbar_Avg']\n",
    "\n",
    "# Get qv values\n",
    "qv_values = np.array([\n",
    "    row['qv_2m'],\n",
    "    row['qv_2.99m'],\n",
    "    row['qv_4.47m'],\n",
    "    row['qv_6.69m'],\n",
    "    row['qv_10m']\n",
    "])\n",
    "\n",
    "# Calculate qs profile\n",
    "qs_profile = []\n",
    "for z in heights_km * 1000:\n",
    "    T_z = T_surf - 9.8 * (z / 1000)  # Dry lapse rate\n",
    "    p_z = calculate_pressure(P_surf, z, T_surf)\n",
    "    qs_z = calculate_saturation_specific_humidity_lcl(T_z, p_z)\n",
    "    qs_profile.append(qs_z)\n",
    "qs_profile = np.array(qs_profile)\n",
    "\n",
    "# Interpolate qv to full height range\n",
    "qv_profile = np.interp(heights_km, measured_heights / 1000, qv_values)\n",
    "\n",
    "# Find LCL\n",
    "LCL_height = np.nan\n",
    "for i in range(len(heights_km)):\n",
    "    if qv_profile[i] >= qs_profile[i]:\n",
    "        LCL_height = heights_km[i]\n",
    "        break\n",
    "\n",
    "# Plot nicely formatted LCL diagnostic\n",
    "plt.figure(figsize=(8, 6))\n",
    "\n",
    "# Plot extrapolated qv\n",
    "plt.plot(qv_profile, heights_km, 'o', color='royalblue', markersize=4, label=r'$q_v$ (extrapolated)')\n",
    "\n",
    "# Plot qs profile\n",
    "plt.plot(qs_profile, heights_km, '-', color='darkorange', linewidth=2, label=r'$q_{sat}$ (saturation)')\n",
    "\n",
    "# Plot LCL height\n",
    "if not np.isnan(LCL_height):\n",
    "    plt.axhline(LCL_height, color='seagreen', linestyle='--', linewidth=1.5, label=fr'LCL $\\approx$ {LCL_height:.2f} km')\n",
    "\n",
    "# Axes labels and title\n",
    "plt.xlabel('Specific Humidity (g/kg)', fontsize=13)\n",
    "plt.ylabel('Height (km)', fontsize=13)\n",
    "plt.title(f'LCL Profile at {row[\"TIMESTAMP\"]:%Y-%m-%d %H:%M:%S}', fontsize=14, weight='bold')\n",
    "\n",
    "# Ticks and grid\n",
    "plt.xticks(fontsize=11)\n",
    "plt.yticks(fontsize=11)\n",
    "plt.grid(True, linestyle='--', linewidth=0.5, alpha=0.7)\n",
    "\n",
    "# Legend\n",
    "plt.legend(fontsize=11, loc='upper right')\n",
    "\n",
    "# Layout\n",
    "plt.tight_layout()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "d1f8781f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Figure saved to: C:\\Users\\magda\\Master_Thesis\\Sonic\\2024-05\\2024-05-23\\LCL_qv.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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mmldm3LhxStdPRTp16oQ9e/boxUsXWbC6OkxMTLBs2TLMnj1bJ+eXSCTYvXu3Qpm7uzsCAwPln4uLixXW6wOq/64EAgGsrKwU/gfU5JpSd4wsDWxlKtuQkZGBkpISGBoa1vpaUHV+Qv1DHAFCk0BVnn0uZadJTU3V6AFUXQaKimzYsAFz5syRf5YFNJaWluLXX39VaNutWzeFB4OOHTuCz+dj8eLF8rLHjx/jzJkzGDBgABwcHABAKVhQFhSsCzZv3qzwNmrQoEH4448/5J89PT3x1ltvwdbWVh7glpycjFOnTmHw4MEAoDSTsGjRIoWHnw4dOsiD3WqTF33IkCFq34j6+/ujZ8+esLW1lZe9fv0ad+7cQXBwcJXfnYODg06+V6lUiilTpig8kAgEAqxevVqhXX5+vtKxqhxRY2NjpbLqsqHIyMzMxIQJExTKnJ2d8dFHHym1/eOPP+QOp729PXbu3KnROWqDNsfO4/HQt29fDBo0CAEBAbCxscHz588RERGB7du3QyqVyttGRUXhf//7H6ZOnVr3QVRAU81rQq9evbBx40b5iwZ9xtjYGOvWrdP691qRefPmKWW7WrdunUJSCk3/roBymys6AppeUxWpfL6qzlWZvLw8ODg41Mt9gKA7iCNAaBKomo5tTPD5fKxbtw7Dhw+vsp29vT1mzJihsu7mzZtKSxZUtZ01a5aCIwAAly5dwoABA2pmtJao/Dby+PHjGjlNly5dkjsCAQEBCm+cAwMD0a9fP3h6esLT0xO+vr5wc3MDAJiZmdXKzoyMDOzcuRPnz59HYmIicnNzUVxcrPZv88WLFwgODq7VuepCUVER3n33XRw9elReRtM0du7cqWSPKts1LdNEo+TkZAwYMABJSUnyMmtraxw7dkxpVun58+cKDu4vv/yi8g1kdVS1SZupqancYdPm2FNTU+Ho6KhQ1qZNG/Tu3Ru+vr744IMPFOr27t2r8MD64sULtcviDA0N5Q66OmqieU04f/48/Pz8sGrVKixatKjW/dQHRUVFmDNnDjZv3oxjx46pXHpW2w38pFIp5syZo5SK9auvvsLIkSMVyjT9G1JVXvnvKjQ0tNr/fZXrNT1XxfPp+j5A0C3EESA0CZo1a6a0tODFixdo3bp1A1lUdyiKgqurK/r164c5c+aoXJNZmbZt20IoFKqsS0tLUypT9SbPysoKlpaWCm9yVB1bX/z777+1Oi49PV3++/Lly3Hy5En5+usXL14ovU12dHTExIkTsWjRIlhYWNToXH///TfeffddiEQijY+pnIK1PsjKysLgwYMV1v/y+Xz88ssvmDhxolJ7VUu8Ku8RoK6suu/wxo0bGDJkCLKysuRl9vb2OHXqlFJaTgBYtmyZ/M3k7NmzMXDgwCr7V4e62AMAmDx5snwvAHVjrzwbpsnYKzsBFZk9ezaWLVum8Ob37t27Cm26du2qdvfiHj16VBnHU1PNKyPrW7ak5fTp01i7dq08follWSxevBgdO3bE22+/XW1/ukT2YMyyLHJycpCYmIidO3fil19+kbeJi4vDhAkTFJbq1QWRSIR33nkHx48fVyhftWqV0gsVQPNrSlV5Te9Lqs6n6bkqnk+X9wGC7iHBwoQmQfv27ZXKzp07V/+G1JKK+wikpKQgLS0NRUVFePLkCbZs2aKREwAALVq00LGl3KHiPyUPDw/cv38fCxYsUBtY+u+//2LNmjXo1atXtUHJFcnOzsb48eNr5AQA9T+LlZCQgM6dOys8EJqamuLYsWNqHwidnZ2V9tqo+OAuo/KaZ6DqB+6//voLPXv2VOjL09MTUVFR8Pf3V3lMxeUJW7duBUVRCj+Vc5zLlttRFIXvv/9erS3qUGW/JmPn8XgKedk1QTYbJUNbyylqo7k6jIyM4OLigpkzZ+Ls2bNKMQza2v9AG1AUBVtbW3Tp0gU7d+7EtGnTFOqvXbuGe/fu1fk8GRkZ6NGjh4ITIBAI8Ouvv6p0AoDy77FyTIaqvyuxWIxXr14plFV1Tamj8jGvXr2CWCxWalf579jBwUEe91Hba0HdsYT6hTgChCaBqvXZ33//PUpLSxvAmprD5/MVNt1q3rx5rYLvqgowVOUkPHnyRKns1atXSg8izZs3r7Et2qKy3VOnTq1yQyZ1GzM5ODhg7dq1SEhIQEFBAWJiYrB//3588skn8qBiALh9+7bS272qOH78uFJcwcyZM3H58mUkJSUhJSWlwTMWXblyBV26dFHIQuXo6IjLly+jX79+ao8zMTFRyiby8OFDpXaqdgEOCgpS2eemTZswcuRIhWVq3bp1w7Vr1/TqoUGV/ZqM3cfHByYmJjU6V+XsYNbW1jU6XhW11VwTXF1dld4SV1zepW906NBBqayu9j569AghISG4deuWvMzCwgL//PMPpkyZUuWxlf+24uLilF4MPHjwQKlM3TVVk3MxDKN0P2JZVulvu+JxgYGBSkt8NLkWKIpSCJQmNAzEESA0CXr37q10w4uPj8fUqVNVvv2QERcXpzBt3JgJCgpSCvDasWOHUrvK61wBqNwxs74IDQ1V+Hz69GmYmJgo7Vgs+3FwcEBkZKTCbrWVlzaZmZkhICAAY8eOxYYNG5SWmVReZlYVlZcumZubY/v27ejatStat24NFxcXlQ/KlVG1pEvdNH5NOHDgAPr06aOw9MTPzw/Xr19XOZNWmTFjxih8vnPnDh4/fqx0joqYm5srPWyyLIvPP/8cc+fOVchE9O677+LMmTNaefjVBNnSEVU/smVBANC/f3+leJE///xT4XN8fDxiY2MVyip/XwsWLMDhw4fVzgBt3bpVKTtYQECAwuenT5+qtVnVsqC6al5dyseoqCjk5OQolKkKFK0Pnj59qmRLRRiGUenYq7LXxcVFYZZJ3Q7ZFy9exFtvvaWwXMvZ2RlXrlzRKFtd5b+RnJwcpZTHla8pmqYxatQohbLIyEilmbHKcQ6jRo1Seoiv/Hd8+vRppZc/FW20tbVVug8fOXJE4X9rWVkZ/vrrL4U2PXv2hI2NDQgNC4kRIHCa6oK3WrRoIX+A2rp1K7p3767wpnHv3r24c+cOPvzwQ4SEhMDCwgK5ubm4c+cO/vrrL5w6dQoTJ05UmjqujCyXtjqsra1hbm6u8bgaAgMDA0ybNg2bN2+Wl125cgUjR47E3Llz5elDK//zc3d3b9C1v7Nnz8Yvv/wif5D6999/8dZbb2H+/Pno2LEjzM3NkZubi4cPHyIyMhJ///038vLyFN7KffTRR4iLi8OgQYMQHBwMNzc3mJubo7i4GJcuXcLZs2cVzll5HXhVVHQ4AKCgoABLly7FuHHjIJFIcPr0aXz99dfV9mNtbQ2aphUekrdt24YWLVrI19na2trWyLYNGzZg3rx5Cg+h/v7++P333yGRSFT+TVc+x4wZM/DNN9/IZz1YlsWoUaOwYcMGNG/eHAcOHMD+/fsV+pg1a5bCW3GxWIzx48crPYCMHz8eX375pUI8R0WcnJzkqQ537NhR5RKfyiltHR0dceXKFQC1e8NuYmKCWbNm4ZtvvpGX7d69G61bt8aYMWOQlpaGTz75ROEYc3NzpQD8xMRErF+/Hp6enpgwYQK6d+8Oe3t7/Pvvv4iIiMC2bduUzl2XzDba0Hz06NEwNDTEiBEj0KVLF7i6ukIoFCIzMxNnz57FDz/8oNRH5QdFTSksLFTYOyEjI0OpTeX7b0V7IyMjMXv2bAwYMAD9+vWDn58fbG1tUVhYiKSkJOzYsUNpmaiBgQE6d+5cK3v379+PSZMmoaysTF7WqlUr7N27F6ampiq/X0tLS4UZlDFjxmDZsmV4/vy5vGzKlCnYvHkzPDw8cPbsWXz33XcKfYwaNQqtWrWqsb0uLi4YNWoUDh48KC9bt24d7O3t0adPHyQkJCgE4QPlTk1lZ2XevHkKzkpycjLCwsKwePFisCyL1atXK8WxVN5vgtBAaHV7MgJBh2i6a23Fnzt37ij0cfz4cdbExKRGfUyePFmhD1U7C1f3s2HDhhqNVdOdhWv6nVUeS2VycnJYDw8PjcclEAjY8+fPK/WjyW7ALKu9nYUXLlxYY00qMmrUKI2P4/P5bGJiYpXfY0VevHjBGhgYVNln8+bNlcoq7vYsIyAgoMp+VB1TFZX/zjT5UXWOX375RePjvb29WZFIpHB8SkpKje1Q9bdSFdreWZhlWVYkErHe3t51+u6GDRtWozEPHz68TjZrQ/Oa9mFvb89mZmbWyt5ff/21TvbW5vjw8HCNvjtVOwvX5v+Uqn5Onz5d7U7psh8HBwc2PT1dqQ9N7q8sy7Lp6emsvb29Rufi8/nsmTNnVH4/la+xqn6q+19EqD/I0iBCk2LgwIG4ffs2evToofExFfO7N3asra1x7tw5jd6G2dra4ujRo1Vu0FNfrF69Gl999ZXKjXBUUds9JHg8Hn744Qd4eHhofIyjoyM2bNigNk2etbW1QtrGqliyZInG561Ppk6diq1bt1YbtxIcHIzIyMgGWyaibYyNjXHhwgV06tSpynaGhobYtm2byrXhNUlHO336dOzdu7emZjYogYGBuHz5cq1SudY3RkZGWLVqFb744ouGNgV9+/bFwYMHq82q06ZNG1y8eLHaFLFV4eDggEuXLlW7A7eFhQUOHjyIPn36qKz/+eefMX369GrPN336dPz888+1spWgfcjSIEKTo02bNoiMjERMTAwOHjyIK1euIDk5Ga9evQLDMLCyspJvQjVixIhaBWBxmZYtW+LKlSv4+++/sW/fPkRHRyMzMxNisRjW1tZo164dBg4ciOnTp+vNcieKorB06VJMnDgRP//8My5cuICEhATk5eWBx+PB1tYWnp6eCA4ORr9+/dC1a1eF43/44QeMHDkSV69exe3bt5GZmYmXL1+ipKQEZmZmcHNzQ/fu3TFjxgx4e3vX2L7Zs2fD09MT33zzDaKiolBUVITmzZtjwIABWLp0qcaOyciRI3HixAl8//33uHXrlvxvVh94//330b9/f2zZsgWnTp1CamoqiouLYWdnh4CAAIwbNw7jxo1rdHnD7e3tcf36dezbtw/79u3DrVu38PLlSxgZGaFVq1by9L7qlm38/vvvmDNnDk6ePImoqCgkJiYiKysLpaWlMDMzg6urK7p27YqpU6eqDGptCA4dOoTIyEhcvXoViYmJyM7ORm5uLmiahrm5Odzc3BAQEIBhw4Y1eMrQ4cOHw8TEBFeuXMHNmzeRkZGB7OxsFBUVwdjYGPb29vD29kavXr0wbty4Oj1Qa5thw4YhKSkJmzdvxokTJ/DkyRO8fv0a1tbW8PPzw6hRozBt2jSFZAa1pU2bNrh//z5+/fVXHDp0CLGxscjNzYWZmRnc3d0xcOBAfPjhh1W+GOPz+fj5558xdepU7Ny5ExcvXpQv5WrevDm6d++O6dOn46233qqzvQTtQbFsI99piUAgEAgEAoFAIChBlgYRCAQCgUAgEAhNEE46AuvWrZOnwrp+/XqNjmUYBps2bYKfnx+MjIxgZ2eHsWPH6nWOYwKBQCAQCAQCQdtwzhF49OgRli9fXuMNWWS8//77mDt3LqRSKebOnYuBAwfi6NGjCAoKQlxcnJatJRAIBAKBQCAQ9BNOxQhIpVJ07twZFEWhTZs22L17N6KiohASEqLR8RcuXECvXr3QrVs3nDlzBgYGBgCAc+fOoW/fvujWrRsuXryoyyEQCAQCgUAgEAh6AadmBNauXYt79+7hl19+AY/Hq/HxP/30EwDgq6++kjsBQPmus/369cOlS5eQmJioNXsJBAKBQCAQCAR9hTPpQx88eIAVK1Zg2bJlaNu2ba36iIyMhImJicrUVf369cPJkydx8eJFtbl0RSKRynKGYZCdnQ0TExMYGxs3uvR4BAKBQCAQCAT9h2VZFBUVASjf74emq37nzwlHQCKRYMqUKfD29saiRYtq1YdIJEJ6ejp8fX1VzibINgiqKmi44hbrBAKBQCAQCASCvpKZmVntZn6ccARWrVqFe/fuITo6utYbZ+Tn5wOA2l36ZBsjydoRCAQCgUAgEAiNGb13BO7du4evvvoKn3/+OTp27NigthQWFqotl+1G+O+//8ozGtE0DZqmwTCMwu6fsnKpVIqKsdrqynk8HiiKgkQiUTgvj8cDwzBISUmBs7OzfPpHNuMhlUoV2vP5fLAsq1BOUZS8n4o2qivX5piK8vPw80fvqfxO+WbTYN3mY7zzWoQupRvxxdiu6O/bXO/HpE4noFwPhmHw7NkzODs7y51aro9Jk3KujolhGDx//hwuLi6onFeBq2OqqpzrY1J1P+T6mFSVN5YxVbwfCoVCrY1p+/btmDdvHirz7bffYvr06TodU0Uai04yGIbBixcv0KpVK4W+uTwmoPHpJBKJ4OjoCAAwNjZGdei9IzB58mS4u7sjPDy8Tv3IZgLUvfEvKChQaKcKTVKWWlhY1Dq1aW2QSCQoLi6GmZkZ+Hy9l1MBWiqBgRqbhQJjvC4ZiGLBGRSytiiBoFEszeKyXk0RiUSCoqIiGBsbE704ALm+uIWu9DIyMlJZbmxsXOX/eELVSCQSiEQicj/Ucypqo0nMqt5nDbp37x7i4+NhaGgo30SMoij89ttvACBPJ3rkyJEq+zExMUHz5s2RkpKi5FEBb2IDZLECBN1jZGaOZu6BKusYhgGyR6GEL0IQFY+49IJ6to5AIBAIXMTGxqZG5QRCU0bvXbqK03gVuXTpEpKSkjB06FDY2dnBxcWl2r569OiBffv24erVq+jevbtC3alTp+RtCPUDRdMYOHsqdn0eo1QnKTqPtGbOuG0kxO/S1egU7Yy5vTzQ3EL1mx4CgUAgEADA1dVVZbkmzwkEQlND7x2Bn3/+WWX5lClTkJSUhMWLFyttKJadnY3s7GzY2trC1tZWXj5z5kzs27cPy5Ytw9mzZyEUCgGUbyh26tQpdO/eXW3qUH2Fpmk4OTlVmx5KX7Fq4QTAAECpYgXzGC1fhiLc0wZBxWmgwODHc0lYNdKvIczUGlzXq6lB9OIWRC9uoSu9UlJSVJY/ffoUQUFBWj1XU4JcX42TRqnmpk2b4O3tjU2bNimU9+zZE++99x4uX76MDh06YMGCBZg8eTIGDRoEc3NzbN26tYEsrj1cvzBLi0RQcgL+Q1p0GT7pPZAkFMCTeo49N54jPb+4fg3UMlzXq6lB9OIWRC9uoSu9cnJyalRO0AxyfTVO9H5GQNts374dfn5+2L59O3744QeYmppiyJAh+Prrrzk3GwCUR4onJiaiTZs2tdptuaExNDGFQ+tOyHh8Q7lSmoDg5Bl44XkEvwnXIrh0C26nvsIgP+4uD+K6Xk0Nohe3IHrVDJZllbJh1SdSqRRJSUnw8PDQql4URcHAwEBlecWMLoSaoSu9CJohi5HVer9sQ94FGgkikUie0aawsLDeswbFxMQgMDCQs1H8ole52Pb+JJV1QvP3IWl+GCNwCT3LvsOXw9thQohL/RqoRRqDXk0Johe3IHpVj1QqxcuXL/H69WulFIX1DcuyEIlEMDEx0eoDzsuXL5GamqpU3qpVK9jZ2WntPE0NXelF0Bw+nw8zMzPY2dmpdcZq+kxK7pSEBsfYwhLN3AOR9UQ5aFiWPYh2+AtB4njEpbdqAAsJBAKB+xQVFeHFixcqM+c1BBRFwcjISOsPlVZWVirzp6uaJSBojq70ImiORCLBq1evUFBQACcnJ432CagO4ggQGhzNsgcJSPYgAoFAqAPZ2dmQSqUwMDBAs2bNYGBg0KBLPHT1hlkkEiEhIUGp3MXFpV5n7BsbZEagYZFKpSgtLUVWVhZKS0uRnZ0NZ2fnOvdLHAGOQ9M03NzcOB+8o2n2IC8qldPZgxqLXk0Fohe3IHqpR/YQBwCOjo568XacZVkYGRmBpmmtPliKxWK15eRvo/boSi+CZtA0DYFAAIFAgOTkZIhEIrAsW2ctyBXBcWiaRrNmzTh/c6sye1BxefagJ0IBfhOuxfEbjzibPaix6NVUIHpxC6KXeiqGAwoEgga05A0URUEgEGj9oVJd7ENDx0RwHV3pRagZFa9fbYT5krslx5FKpbh3757erPmsLbLsQSqRJCD4aV8U0BQyWGsUwBi3U1/Vr4FaorHo1VQgenELohe3YFkWRUVFDZq5iKA5RK/GCXEEOA7LsiguLub8hUnRNIZ//qGaWgOANcIzAR+OVDbMUQSuDrex6NVUIHpxC6IX99BFOk91GaNIJqm6Q9KvNj6II0DQG4wtLGHn0l5FTSkgLcDVkmHI4lHwolLxKL2gvs0jEAgEAgdQF/+gD3ERjRmKojBlypSGNoNQQ4gjQNAbKJrGyIWfqqyTFEWhU+oQ3DQywP+Ea7A78h5n4wQIBAKBoDtKS1XHm6kr1wWRkZGgKApr1qypt3MSCLWBOAIch8fjwcvLq9Hs8kerm7plEgFpGcLtbJDNgzx7ENdobHo1dohe3ILoxT0MDQ213icJFtYdutCL0LAQR4DjUBQFS0vLxhPFX8XaXoql4JMRyunsQY1Or0YO0YtbEL24BUVR4PP5RC+OQPRqnBBHgONIJBLcvHmz0bzpMDIzh61LB5V1LFuCkNQhnM4e1Nj0auwQvbgF0YtbyPY2aMrB3UlJSZg4cSKaN28OoVAIFxcXzJ8/X77nQ0WuXLmCbt26wcjICLa2tpg0aRJevnypdm3+/v370bVrV5iZmcHY2BjBwcE4ePCgUjvZ8bL+jY2NYWtri/feew+FhYXydjK9rl27hu7duyvZQeAmxBFoBDSmVHkUTWPUwk9U1kmKogCGUsgedPVJdv0aqAUak15NAaIXtyB6cQtdOAFcyRp069YtBAYG4tKlS5g1axY2b96MIUOG4IcffkDfvn0VNka7du0a+vTpg0ePHmH+/Pn44osvkJGRgQEDBqjse9myZRg3bhzMzMzw5ZdfYu3atTAxMcGYMWOwefNmpfZ3797FsGHDEBISgg0bNqBv377YuXMnPvvsM4V2N27cQO/evfHgwQN8/vnn+OKLL/Dvv/+if//+2v1yCPWGfl0VBAIAWt36XiYRkPbE1ZJhGMbbCy8qFXuiTTG3lweaWxjVr5EEAoFA0Eu4kjVo2rRpcHBwQExMDMzMzOTlvXr1wsiRI/HHH3/I3/R/9tlnYBgGV69ehaenJwDgww8/xOjRo3Hr1i2Ffm/duoWvv/4aixYtwurVq+Xlc+fOxfDhw7F48WJMmjRJ4ZyxsbG4du0aQkJCAACzZs1CQUEBfv31V3z33XcwNTUFACxatAhisRg3b96Er68vAGDOnDkYPnw4bt++rf0viaBzyIwAQe8wMjOH11s9VNaJiyIVsgdZoJCTQcMEAoFA0A36kDWoOu7fv4/Y2FiMGzcOpaWlyM7Olv907doVJiYmOH36NAAgMzMT0dHRGDJkiNwJAMqX9CxYsECp7z179gAAJk2apNBvdnY2hg4ditevXyMqKkrhmM6dO8udABm9evWCRCLB06dPAQBZWVm4ceMGBg8eLHcCgPIdvRctWqSV74VQ/5AZAY7D4/Hg5+fXqLJkUDSN0EnvIf7qReVKaQJYSXeE29kgqDitfFbghinm9ubGrEBj1KsxQ/TiFkQv7mFkpP37NheyBj169AgAsHLlSqxcuVJlm8zMTABASkoKACg4ATK8vLzU9u3j46P2/LK+Zbi5uSm1sbGxAQDk5OQAAJKTk9Wes6pzEfQb4gg0AoRCYUOboHWqykogLb4En/QeeCI8iN+kaxFcugW3U19hkJ/+OwJA49SrMUP04hZEL25B001zYYIsNuKTTz7BoEGDVLaxsrJSaFvTvk+cOAGBQKCyTdu2bRU+V+U8Vz6/qv/PJJMQdyGOAMeRSqWIiYlBYGCg3gVC1QUjM3PYuwch88lN5UpJAoKfvocC90Py7EGvisrq38ha0Fj1aqwQvbgF0Yt7iEQimJiYNLQZ9U6bNm0AlDtCffr0qbKt7G19fHy8Up2qsjZt2uDkyZNwcnJCu3bttGBtOe7u7gDezDhU5OHDh1o7D6F+aZquOEHvoWgaI+bPVVNrALBG8uxBQVQ84tIL6tU+AoFAIOgnXMga1L59e7Rr1w47duzA48ePleolEglyc3MBAPb29ujUqROOHTuGhIQEeRuWZbF+/XqlYydMmAAAWLJkicrlUFlZWbWy2c7ODsHBwTh27BgePHggL2cYhuygzGH056ogECphbGEJO5f2ePn0bqWaUkBagKslwzCCvxe/YzU6RTuT7EEEAoFA0KusQRcuXFD5MG5paYn//e9/6NWrF9q3b49p06ahbdu2KCoqwuPHjxEREYHVq1fLswZ9++236N27N9566y3MmTMHdnZ2OHr0KF69Kt9Lp+LSnKCgIKxYsQJffPEF2rdvj7Fjx6JFixZIT0/HrVu3cOLECZSV1W4WffXq1Rg4cCC6d++ODz/8EHZ2djhy5Ajy8vJq1R+h4SGOAEFvoWgaIxd+iu2zJyvVSYqiEPx0GKJbR2BoYRG8qFT8eC4Jq0b6NYClBAKBQNAXqsoaVN/LkE6fPi3P/lORVq1a4cMPP8SdO3ewevVqHD16FNu2bYOZmRlcXFwwZcoU9O7dW96+a9euOHPmDJYsWYJ169bBxMQEQ4YMwY4dO+Dq6qoUdL18+XIEBATghx9+wPfffw+RSIRmzZrB19cXGzdurPV4goKCcO7cOSxatAjr16+HsbExBg0ahH379qFZs2a17pfQcFBsU97ST0uIRCJ5jt3CwsJ6vdGwLAupVAoej9cog3WKCvKxdcZ4lXUCs1mIdj+JbyR7YS0BOpVuxcnFQ/V6VqCx69XYIHpxC6KXehiGkS8r8fT01Isg3YqPH9rUKysrC8+ePVMqd3Z2bnQPqzExMQgKCsLq1at1nsJTV3oRakZ113JNn0kb/k5AqDO1neLjBFX4qeLi8j0FkgQCCCAFBYYTewo0ar0aIUQvbkH04hYMwzS0CZyAZVmUlJQolcnW5r/99tv1YgfRq/FBHAGOI5VKERsbC6lU2tCm6ISqNheDJAEUU4ZnfD6yWQvkwxR7bzxHen5x/RpZAxq7Xo0Nohe3IHpxj+Ji/b1f6xOlpaVo1aoV5s2bh+3bt2Pt2rV46623cOjQIYSFhaFjx471YgfRq/FBYgQIeg1F0widOF315mIwAMMK8Y2tFboXpSNIHI8brA+eZhfp9fIgAoFAIOgOLmQNqikCgQCDBg3CX3/9hfT0dEilUrRu3Rpr1qzBvHnzGto8Aofh7lVBaDKUZw/qgJdP71SqKYVUdAo+6T1w2ygCv0tXo1PpVlxJeonO7jYNYiuBQCAQGhZ9yhqkLXg8Hn755ZeGNoPQCCFLgxoBVe0I2BigaBrjv1oOQMVNXJqE4OS3EW5ng2we4EWlYnPkE71eHtTY9WpsEL24BdGLW+gi6LSqrEGEukGChBsfxBHgOHw+H0FBQZye8tSEspJiAGpu4gwFn4xQPBEK8D/hGligUG+DhpuKXo0Fohe3IHpxC4qiYGJiovWHS1V5+6sqJ2iGrvQiNCzEEeA4LMsiLy8PjT0LrKGJKexcVQdDSYrPIyRlKJ7x+fLsQXv0NGi4qejVWCB6cQuiF7dgWRYSiYToxRGIXo0T4ghwHKlUivj4+EafJYOiaYxc8LHqSulj0KwYLwv6I5c1gyOVDQC4nfqqHi3UjKaiV2OB6MUtiF7co3JKTIJ+Q/RqfBBHgMAZaLVrf8uzByF7FMSCIkQIw2GBwqq2ICAQCARCI6UxZg0iEHQFcQQInMHIzBwewW+pqCmFWHQCBQbZiDY0gAASeFGpeJReUO82EggEAqFhaYxZgwgEXUEcAY5DURSMjIyaRPAORdMYNPdzqMseZPXaCn9KRiKTz8P/hGuwO/Ke3sUJNCW9GgNEL25B9OIeNK39xxCSNUh36EIvQsNCFOU4PB4P/v7+TSZlXlXZg8RFkeiUOuS/WQEpvKhUvcse1NT04jpEL25B9OIWFEXB2NiYZA3iCLrSi9CwEEeA4zAMg6ysLDAM09Cm1AuGJqbw7hqqulKaAEjLEG5rg0w+D78J1+L4jUd6NSvQ1PTiOkQvbkH04hYsy0IsFpMsNByB6NU4IY4Ax2EYBsnJyU3mHx9F0+gxYZr6epaCT2YocmkaGaw1CmCsV9mDmppeXIfoxS2IXtyDLNfhFkSvxgdxBAicw9jCEvbuQSrrxEWRCEwdgCShAI5UNoKoeFx9kl3PFhIIBAKhodB11qCVK1fCx8dH7nDu2rULFEXh6dOnNe7r2rVrCA8PR15enlZsqw/0cbzh4eFKS5Z27twJR0dHiEQirZ6rsUEcAQLnoGgaI+bPVV0pTcBrYRrC7WyQzafwu3A1jkfr1/IgAoFAIOgOXWYNSktLw7p167By5Up54OygQYMQFRWF5s2b17i/a9euYcWKFZxyBOpCfY538uTJMDExwbp163R+Li5DHAGOQ1EULCwsmlzwjrGFJWihl8o6y0J7+GSE6mXQcFPVi6sQvbgF0Yt76CKwW5dZgzZu3AhLS0uMHDlSXmZnZ4eQkBC9Sk9aVFSkk365FIjP5/Mxa9YsbNy4UWffR2OAOAIch8fjwdvbm1MXpzagaBpBw8aqrJMUn0dIylC9DBpuqnpxFaIXtyB6NSwvXrzAhQsX8OLFC43a6yrdq0QiweHDhzFu3Dh06dIFw4cPx4kTJ/D+++/D09Oz1v2WlZVh586dCAsLU0ijqWqpjGypysOHD/Huu+/CwsIC9vb2mDZtGvLz8+Vt5s+fDwBwdXUFRVGgKAqRkZHyfpKSkhAWFoZmzZrBwMAA3t7e2Lx5s4JdsnPdvn0bo0ePhpWVFdzd3RXq7ty5g5EjR8Lc3BwWFhaYMGECXr58qTTGK1euoHfv3jAzM4OxsTG6dOmC48ePA1Cv1+PHjzF16lR4eHjA2NgYjo6OGDJkCO7fv69kZ1Xj1WSsAHD8+HG0b98eBgYGcHV1xTfffKNWs/Hjx6OgoAD79u1T26apQxwBjsMwDF68eNEkg+M69PFQXSF9DJoV62XQcFPWi4sQvbgF0avh2LlzJ1q1aoVevXqhVatW2LlzZ7XHsCyLsrIyrWehWb58Ob799lv07NkTP/zwAyZNmoTvvvsOly5dQmBgYK37jY6ORk5ODnr27KnxMaNGjUKbNm1w6NAhLFq0CHv27MGnn34KAHjvvfcwd275MteIiAhERUUhKioKHTt2BADExcUhKCgIDx48wLfffotjx45h0KBB+Oijj7BixQqlc40cORKtW7fGn3/+iW3btinUjRgxAq1bt8bBgwcRHh6OI0eOoF+/fhCLxfI2Fy9eRK9evZCfn4+dO3di7969MDMzw5AhQ7B//361eqWlpcHGxgZr1qzByZMnsXnzZvD5fAQHByMhIUHerqrxajrWc+fOYdiwYTAzM8O+ffuwfv16HDhwAL/++qvK79/BwQFeXl5yZ4agDNlvm+PI/vE5ODg0uY0+1L9FMgDDChH0bCCSXA9hUJksaLgVBvm1qFcbK9OU9eIiRC9uQfRqGF68eIGZM2fKHTCGYTBr1iz069cPTk5OVR5bVlYGgUCgNVuOHj2K7du3Y+3atejVqxcAIDAwEPn5+diyZUudHIGoqCgAkD+oa8L06dPlb8H79OmDx48f45dffsHOnTvh5OQEZ2dnAECHDh3g4uKicOxnn30GMzMzXLlyBebm5gCAvn37orS0FGvWrMFHH30EKysrefvJkyerdBCAcidBtlb+7bffhr29PcaPH48DBw5g/PjxAIBFixbBysoKkZGRMDU1BQAMHjwY7du3x+eff44xY8agrKxMqe/u3buje/fu8s9SqRSDBg1C27ZtsX37dnz33XcAUOV4NR3r0qVLYW9vjzNnzsDQ0BAA0K9fP6XvriIdO3bE2bNn1dY3dcidksBZjMzM4RH8loqaUohFJ1BgkE2ChgkEAkHHJCUlKc3CSKVSPH78uN5tWblyJYKDg+VOgIyWLVsCQJ0cgbS0NFAUBVtbW42PGTp0qMJnPz8/lJSUICsrq8rjSkpKcO7cOYwYMQLGxsaQSCTyn4EDB6KkpATXr19XOGbUqFFq+5M97MsYO3Ys+Hw+Lly4AAAQiUSIjo7G6NGj5U4AUL7cbuLEiXjx4oXC2/2KSCQSrFq1Cj4+PhAKheDz+RAKhUhKSsKjR4+qHGdNxioSiXDz5k2MHDlS7gQAkM9aqKNZs2bIysoiG8qpgTgCBM5C0TQGzf0cgKFypTQJVq+t9DZomEAgEBoLHh4eSjMwPB4PrVu3rlc7MjMzcevWLQwbNkypLj09HTRNo0OHDsjJyQGPx0Nx8ZsXQxEREQgODq6y/+LiYggEghrFoNjY2Ch8lgUUVzy3KnJyciCRSPDjjz9CIBAo/AwcOBAAkJ2tmBq7qqxFDg4OCp/5fD5sbGyQk5MDAHj16hVYllXZR4sWLeQ2qeKzzz7D//3f/2H48OH4+++/ER0djZs3b8Lf37/acdZkrK9evQLDMEpjUTW+ihgaGoJlWZSUlFRrS1OELA3iODRNw87OrslOg5eVFANQfXGLiyLLg4Y7RyK4pBT/wxp0utEKc3t7oLmFUf0a+h9NXS+uQfTiFkSvhsHJyQk7duzArFmzIJVKwePxsH379mqXBQHay+0PAM+fPwcAlW/sr169Cg8PD5iamsLU1BS2trZITEyEv78/GIbBF198gQ0bNlTZv62tLcrKyiASiWBiYqI1u1VhZWUlfxs/Z84clW1cXV0VPlcVdJ2RkQFHR0f5Z4lEgpycHLmjYmVlBZqmkZ6ernRsWloagPLxq9Jr9+7dmDRpElatWqVQnp2dDUtLS7U2ydB0rIaGhqAoChkZGSrHp47c3FwYGBgozHQQ3kDulhyHpmm4u7s32X98hiam8O4aqrpSmgCKKYNPRiiSBAIIIAUFpkFnBZq6XlyD6MUtiF4Nx/Tp0/H06VNcuHABT58+xfTp06s9hqIo+cOdNrCzswMApSVJ586dw61bt+Dv7y8v8/HxkS912bdvH2xsbNCnT58q+/fyKk9Z/eTJE63YC6ifITA2NkbPnj1x584d+Pn5ITAwUOmn8mxDVfzxxx8Knw8cOACJRILQ0FAAgImJCYKDgxEREaFgC8Mw2L17N5ycnODp6alSL4qilFKnHj9+HP/++69G49V0rCYmJujUqRMiIiIU3u6/fv0af//9t9qxJycnw8fHp5pvqOmi93fLvLw8fPTRR+jcuTMcHBxgYGAAR0dH9OrVC4cOHdI420BkZKQ8VZWqn8pr7bgCwzB48uRJk82SQdE0ekyYpraeZVmEpA7BMz4fuawZHKls7LnxvMFiBZq6XlyD6MUtiF4Ni5OTE0JDQzWaCQAgX66hraxBzs7OCAgIwLZt2xAREYGYmBhs3boVW7ZsAQAFR6Bt27aIj4+HVCrFihUr8NVXX1Xbv+yhWZvPC+3atQNQvj9BVFQUYmJi8Pr1a3nZs2fP0K1bN+zatQuRkZH4+++/sWHDBqUYiOqIiIjAggULcObMGXz//feYNWsW/P39MXbsmzTcq1evlmdFOnjwII4ePYqBAwfiwYMH8hSdqvQaPHgwdu3ahe+//x7nz5/H+vXrMXXqVJV/B+rGq+lYv/zyS2RkZKBv3744cuQIDh06hN69e6udoWEYBjdu3KhRpqemht47AtnZ2fjll19gYmKC4cOHY968eRgwYAAePnyI0aNHY9asWTXqr0ePHvjiiy+UfjS9cekbDMPg5cuXTfofn7GFJbze6qGyTlwUCTAUvrG1glhQhAhhOCxQiF+vptSvkf9B9OIWRC9uQfTiHtoM4KQoCn/++ScCAwOxceNGLF26FPn5+Zg9ezYAICAgQN7Wx8cH8fHx+N///gc3Nzd07dq12v5btmyJbt264a+//tKazaGhoVi8eDH+/vtvdO3aFUFBQbh165bcxtu3b8PX1xfLli3D22+/jenTp+PgwYPo3bt3jc4TERGB+Ph4jBw5EsuXL8eQIUNw+vRpCIVCeZsePXrg/PnzMDExwZQpUzBu3Djk5+fj6NGjeOeddwCo1mvjxo2YMGECVq9ejSFDhuDo0aOIiIiQ72WgyXg1HavMASgoKMA777yDzz77DKNGjcK0aapfCEZGRiI/P18pWJrwBorVdgJfLSOVSsGyrNK6tNevXyMkJARxcXF48OAB2rZtW2U/kZGR6NmzJ7744guEh4dr1UaRSCRfe1ZYWKjztYMVkUgkiImJQWBgoFbXWnIN0atcbHt/kso6gdksXG99CmN5hzC0sAjvli1FNNsWUYt71XusANGLWxC9uAXRSz0Mw8iXwnh6eurF8imWZeXr7bW5qZhIJFLIVrNr1y5s27YNGRkZ8viByMhIzJ07FyKRCH/++aeCk1AVhw4dwjvvvIPU1FSFNff6Snh4OFasWIGXL1/WKNuRKnSlly6ZOHEikpOTcfXq1YY2RWtUdy3X9Jm04e8E1cDj8VTe0M3MzNCvXz8AyusBCU2P6mYFQlKGItyufKfh/wnXwAKFJIMQgUAgNEJKS0sVPsfFxcHNzU3hgalt27Z48OAB2rdvr7ETAJTn4w8KCsLq1au1Zi9BNzx58gT79+/H2rVrG9oUvUbvHQF1lJSU4Pz586AoqkZBIElJSfjhhx+wZs0a7N27Vyn9FtegaRpOTk568XanIaFoGqGT3lNdKU0ApKVKqUQbIlaA6MUtiF7cgujFPSouTdEWlZevxMXFwdvbW6Hczs4OLMsiIiKiRn1TFIWffvoJLVq0aJJL0HShl6549uwZNm3apNGyr6aM3i8NkpGXl4fvv/8eDMMgKysLJ06cwPPnzzVe6iNbGlQZIyMjrFixQr7zX1WIRCK15fb29gDqf2kQ4Q1F+XnYOnOC6kq+JwSm/fBLyGf450UarCQUgku3YFAnb6wa6Ve/hhIIBEI9o49Lg3RFVlYWnj17plTu7OyMZs2aNYBFBIL20PbSIM4soszLy1PYOlsgEGD9+vWYN2+eRsfb2dlh/fr1GDx4MJydnZGXl4cLFy5g4cKFWLBgAczNzasNPNYkB61sNzyg/O0UTdNgGEbhzYGsXBb/UF05j8cDRVFKbzl4PB6kUikSEhIUNnSRbXYilUoV2vP5fLAsq1BOURR4PJ6SjerK62NMqmzXZEwCI2O06dIdidcuQQlJAmi2F3wyQ5FL70Mpa4UCGGPPjeeY09MdjlYm9TImhmGQlJQEDw8PCASCasckozHpxKUxMQyDx48fo02bNqgMV8dUVTnXx6Tqfsj1Makqr+2YWJYFRVFgWVbh98poq7w6WJZFaWkpDAwMQNO01myp7px16b8m6Pr7rS+dZMj0qrirb33ZSHR6g6xOdh1XvhfUNACfM46Ai4uLfLDPnz/Hvn37sHTpUly7dg0HDhyoNjCsbdu2CgHFxsbGGD9+PPz9/REQEIAvvvgCM2bMqPNbktu3b8PIqDwA1c7ODu7u7khJScHLly/lbZycnODk5ITExETk5+fLy93c3NCsWTM8ePBAIceul5cXLC0tcefOHQWx/fz8wOPx8OzZMxQUFMhvgIGBgSgrK0NsbKy8LY/HQ1BQEPLz8xEfHy8vNzIygr+/P7Kzs5GcnCwvt7CwgLe3N9LS0vDixQt5eX2MSSgUIiYmRuF71XRM5r4dAVWOAAzAsEIEPRuIJNdDGFSWjSAqHjdYH1x/8ASjuvnVy5hYlkVeXh4KCgoQFBTUZHXiyphkN9zi4mI8fPiwUYwJaHw6ycZUXFyscD9sDGPSlk7p6ekQiUQwMjKCSCSCUCiEoaEhSktLFR4chEIhhEIhSkpKFGw0MDCAQCBAcXGxgqNhaGgIPp+PoqIihYcXIyMj0DStNJNuYlL+0kX2vchekJiYmEAqlSrkh6dpGsbGxpBIJArr/nk8HoyMjCAWi1FWViYv5/P58l1kVSELdtX1mIDyhzltjqmhdZKNSfYc1pjGxDWdGIaBVCpFcXExpFIpSktLFe4RFe3SBM4sDVLF+vXrsWDBAmzZskWeHqw2dO/eHZcvX0ZCQoLKN38yNFkalJeXJ5+GqY+3SLIsGR07dpS/PWqsb/s0GRPLMDjx43o8vhEFJXgeKLTvgMP+6/DP8zRYS4BOpVsxPtQPC/p718uYpFIpbt++jY4dO8rXWjZFnbgyJplegYGBSm8auTqmqsq5PiZV90Ouj0lVeW3GJJFIkJiYCIqi0KZNG9A03eBvZVmWRVFREYyNjbU6I1BYWKjgJMnw8vJSWiZB3jRrTkW9VG0qxsUxNaSNtR0TwzBITEwEy7LypUEV7wUikUi+o3OjWhqkirfffhsLFixAZGRknRwBWUqtoqKiKttpsvafz+crzU7I/ilURnaT17Rc1ayHbEM0VdmV1LVXVa7OxpqWa2NMNS2vPKbBHy3A9xPeBVCi2FCaBKvXvf4LGi5PJepFpWJLpCkmdnZBcwujehmTTC/ZjbSp6lSdjfoyJtk11pjGVFU5l8ek7n7I5TGpK6/NmGT3HNn3JPtdFdoq1wRt26LujWhZWZnKJb66GFNt+26o8ppQ8e9HF7Y01Ji4UF6xTqZD5XtBTVMnczpaKC0tDUDNB10RiUSC27dvg6IoODs7a8u0eoOmaaW0aE2dspJiKDkB/9HQqUSJXtyC6MUtiF7cw8DAQOt9qlsjrc3Ny5oqutCL0LDo/d3y7t27CmsvZeTm5mLJkiUAgAEDBsjLs7OzER8fr5QWNCoqSmmqRSKRYP78+UhNTUW/fv1gbW2tgxHoFpqm0axZM/KPrwKGJqbw7hqqulKaAIopg09GKJIEAgggBQWm3lKJEr24BdGLWxC9uAVFURAIBFp5o0vQPUSvxone3y137doFR0dHDBkyBB9++CEWLlyIcePGoVWrVrh79y5GjRqFsLAweftNmzbB29sbmzZtUujn3XffhZubG8aPH48FCxZg5syZ8PX1xffffw9nZ2ds27atvoemFaRSKe7du6e0hrQpQ9E0ekxQvd04UL7OMSR1CJ7x+chlzeBIlTuNt1Nf6dw2ohe3IHpxC6IXt5CtOedwqGKTgujVONH7GIHRo0cjPz8f169fx6VLl1BUVARra2t07doVkyZNwrhx4zTyTmfPno2TJ08iMjIS2dnZ4PP5aN26NZYuXYp58+bBysqqHkajfViWRXFxMbkwKyHbaTj+6kWlOnFRJARm/fCNrRV6F6chggpHp9ItuPokG4P8WujULqIXtyB6cQuiF/fQxaZcNY3BIGhOU9xErbGj91dF165da7QrXHh4OMJVbDC2cOFCLFy4UIuWEfQZiqYROnG6SkegfKfhUKWg4T3RppjbywPNLYzq32ACgUAgaAV169jJ+nYCQRm9XxpEINQW2ayAKtQFDa/9RznlHIFAIBC4Q8W875qUEwhNGeIIcBwejwcvLy+1aeqaMhRNI3TSe6orpQmAtPS/WQEDCCCFF5WKI3fTsP3iE53ZRPTiFkQvbkH04h6qdqmtKyRrkO7QhV6EhoU4AhyHoihYWlqSKH41VPW9iIv/mxWwLZ8V+E24FhYoxOp/4nWWQYjoxS2IXtyC6MUtZPnPG7NeK1euhI+PDxiGUcj7XtVPZGRkQ5utkop67dy5E46Ojmo3WiVwB+IIcByJRIKbN2+SNx1qMDIzV7s8CJIE0KwYPpmhyKVpZLOWcKKyAOgugxDRi1sQvbgF0YtbsCwLkUjUaIO709LSsG7dOqxcuRI0TSMqKkrhZ+DAgTAyMlIq79ixY0ObrpKKek2ePBkmJiZYt25dQ5tFqCN6HyxMqB6SKk89VQYNwwAMK0TQs4FIcj2E4eJsRAh1n0GI6MUtiF7cgujFLXThBOhL1qCNGzfC0tISI0eOBACEhIQo1NvZ2YGmaaVyfUamF5/Px6xZs/Dll19i4cKFMDY2bmDLCLWFzAgQGj3GFpbwCH5LRU0pxKK/USB8iXA7G9wTCiGA5L8MQvWzwRiBQCA0FtLzi3HtSXaD3zsNDAxw+PBhjBs3Dl26dMHw4cNx4sQJfPjhh/D09KwXG8rKyrBz506EhYU12g3uxo8fj4KCAuzbt6+hTSHUgcb510kgVICiaQya+zkAFUFO0mSYvbwPn/QemNLCXiGD0I/nkurdVgKBQOAi+28+w1trziPsp2i8teY89t981mC2zJ8/H99++y169uyJH374AZMmTcJ3332H8+fPIzAwsF5siI6ORk5ODnr27Fkv52sIHBwc4OXlhePHjze0KYQ6QBwBjsPj8eDn50eyZFRDWUkxgBKVdawkHp2evA0JRSlkENpzQ/uzAkQvbkH04hZEr4YhPb8YiyPug/lvlQ/DAksiHmh0/zQy0u6+LUePHsXWrVuxcuVKzJo1C4GBgRg5ciTGjx+PzMzMOjkCLMvC3NwcGRkZ1baNiooCgFqt9y8tLcXUqVPRsmVLmJubIyQkBNeuXavymJcvX2LQoEEwMTFBmzZtcObMGY3qakplvTp27IirV6/Wuj9Cw0McgUaAUChsaBP0HkMTU3h3U/9mRlp8CW/HT1XKIKSLWQGiF7cgenELolf9k5ItkjsBMqQsi6fZRdUeq+1lMytXrkRgYCB69eqlUN6yZUsAqJMj8PTpUxgYGMDBwaHatmlpaaAoCra2tjU+j0QigaurK65evYq8vDzMnj0bQ4cORVGR+u9zzpw5cHBwwMuXL/HNN99g7NixyMnJqbauplTWq1mzZsjKyiIB+hyGOAIcRyqVIiYmhgTIVQNF0+j//sdo5tpBdQNJAlxzPOUZhDJYaxTAWOuzAkQvbkH04hZEr4bB1dYEdKUMoDyKgott9QGk2kw/mZmZiVu3bmH48OFKdenp6aBpGh06lP8PiI+PR58+fWBtbQ0rKyvMnTsXAPD8+XMMGDAAdnZ2sLS0xMyZM8EwDOLi4uDt7Y1Xr17B1NQUAQEBVdpSXFwMgUBQq9kpExMTLF++HM7OzqBpGpMnTwbDMEhKUv1iqrCwEEeOHEF4eDiMjY0xdOhQ+Pv746+//qqyriIbN27EmDFjEBYWBnNzcwQHByMjIwMfffQRrK2t4evri9TUVCW9DA0NwbIsSkpUz7gT9B/iCBCaDDSfj5ELP1VTWyGDkFAARyobQVT5LsO/Xk2pPyMJBAKBYzS3MMLqke3A+28/AB5FYdVIXzS30O6yn+p4/vx5uT3NmyvVXb16FR4eHjA1NQVQHug6bdo05OTkIDU1FZMnTwYAvH79GosXL0ZaWhru3buHf/75B+fOnYOPjw9WrlyJmTNnorCwELdu3arSFltbW5SVlWnF0YmPj0dxcTHc3d1V1iclJcHU1FQ+6wEA7dq1w8OHD6usq0hsbCxu3LiBefPmISsrC2KxGL1798bQoUORlZUFV1dX7Nq1S+ncubm5MDAwkH+vBO5BHAFCk6LqDEInUGCQjXA7G2TzKewWrkYnKg47LqU0eBYMAoFA0GfeCXLGlUU9sXdGCK4s6ol3gpzr3QY7OzsAQHJyskL5uXPncOvWLYW3+MnJyZBKpWAYBubm5vIlQz4+PujevTsEAgFatWqFkJAQvHpVvq9MbGws/P39NbLFy8sLAPDkSd12qi8qKsLEiROxbNkytQ/bhYWFMDc3VygzNzdHYWFhlXUViY2NxYoVKxAQEABDQ0O4u7tjzJgx6NOnD/h8Pry8vFTOtCUnJ8PHx6dOYyQ0LMQRIDQpqs4glASr11bwyQhFtKEBhJQUvwtXkwxCBAKBoAHNLYzQ2d2m3mcCZDg7OyMgIAA//vgjIiIiEBMTg61bt2LLli0Ayt+Ey9i7dy927NgBR0dHzJ8/H2KxGACwZ88eBAcHw9bWFpaWljh8+DA8PDwAAPfu3dPYEQgNDQUAXL9+vdbjEYvFGDt2LHx8fLBkyRK17UxNTVFQUKBQVlBQAFNT0yrrZMiWPvXv319eVvnzo0eP5M5NxeNu3LjRqDMjNQWII8BxeDweAgMDSZaMGlBVBiFxUSRCUoYi3M4G6Tye1jMIEb24BdGLWxC9uIeJiYnW+qIoCn/++ScCAgKwceNGLF26FPn5+Zg9ezYARUegf//+uHz5MqKjo3HgwAGcOXMGp0+fxpdffomffvoJmZmZSEpKgqGhIdq2bYuysjIkJiYq9FEVLVu2RLdu3ZTW4msKwzCYNGkSeDwedu7cCYqi1Lb18PBAYWEhXrx4IS978OAB2rZtW2WdjMePH8PU1FQeBF1aWorHjx8rjDU2NhZ+fn4KekVGRiI/Px/jx4+v1RgJ+gFxBBoBZWVlDW0CpzA0MYV311DVldIEUEwZfDJCkSQQgKag9QxCRC9uQfTiFkQvbsEwjFb7c3V1xb59+3Dx4kWcOnUKixYtwosXL8Dj8eDr6wsAiIiIQEpKeezXq1evUFpaCm9vb9y7dw8uLi5wd3dHWloaJkyYADc3NwiFQrx+/Rosy9bo7+vjjz/GqVOn8O+//6qs37Vrl9ISHRmzZs1Ceno69u/fX+2OyKamphg2bBjCw8NRXFyMY8eO4e7duxg6dGiVdTIqL3l6+PAhWrVqJX/oz8vLQ1ZWFry8vBT0+vXXX9GlS5dapUgl6A/EEeA4UqkUsbGxJEtGDaBoGj0mTFNbz7IsQlKH4BmfD4aFVjMIEb24BdGLWxC9uEdxse7jr+Li4uDm5ibPgX/x4kV07twZpqammDRpEnbs2AFXV1eMHz8eOTk5aNasGSZNmgQfHx/5A7KNjQ3CwsLg7OyMTp06aXTekSNHIigoCKtXr66Rvampqfj5558RHR0NW1tb+RKfy5cvy9sMGDAAq1atkn/esmUL0tLSYGNjg08//RT79++Xpy6tqg4A7t+/r+AIVF4Cdf/+fXh7e4PP58v1evLkCfbv34+1a9fWaGwE/YNiWZatvhmhKkQikXy9XWFhoVanOqtDIpEgJiYGgYGB1b41ILyBZRic2PQt4q9eVK7keYBvOgC/dvkMv6VlwqdUgvFlS3CD9cHM7q5YMrD2gVFEL25B9OIWRC/1MAyDhIQEAICnp6fW8/fXBpZlIRKJYGJiUuXSl5qSm5urEDA8ePBgBAcH49dff4W1tbXWzqMJDx48wNGjR7Fo0SK9+M7rQkW9IiMjkZSUhJkzZza0WU2O6q7lmj6TkjsloUlC0TRCJ05X7QhIkyAV8dA7YRqmeP6CE8/TsBurMaFsMXZcAqa+5dpgwXAEAoFAqBoDAwOFz8eOHVNZXh/4+vrKlyQ1Jnr27EmChBsJ3HZPCQBAAuNqibGFJdqG9lVZx0ri0eqlB7x1kEGI6MUtiF7cgujFLbQ5EyCjtLS0RuUEzdGFXoSGhTgCHIfP5yMoKIhMg9cCiqbRPWyy2npx8X8ZhGzfZBCiwNQpVoDoxS2IXtyC6MUtKIrS+rIgoHyJWE3KCZqhK70IDQtxBDgOy7LIy8sDCfWoHUZm5uozCEkSQLNi+GSG4hWPRi5rBkcqGwBwO/VVrc5H9OIWRC9uQfTiFizLQiKREL04AtGrcUIcAY4jlUoRHx9PsmTUkqozCBmAYYUIejYQiQIBbOnXiBCGwwKFOBOXUavzEb24BdGLWxC9uEdJieo9XeqCuhkhMlNUd3ShF6FhIY4AocljbGEJj+C3VNSUQiw6gQKDbITb2eCeUAgBJPCiUnHkbjq2X6zb1vEEAoFA0D7qgoIbIliYQNB3iCNAaPJQNI1Bcz8HYKhcKU2C1Wsr+GSEYkoLe2TyefhduAadqDis/ideK7sNEwgEAkF7kGBhAkFziCPAcSiKgpGREQneqSNlJcUAVE95iovOITh5KCQUpZRBaO0/8TU6D9GLWxC9uAXRi3voIrc+CRbWHVzfC4GgDFGU4/B4PPj7+5OUeXXE0MRUfdCw9DGkRafxdvxUpQxCR+6m1WiJENGLWxC9uAXRi1tQFAVjY2PiuHEEolfjhDgCHIdhGGRlZYFhmIY2hdNUHTQMsOJ4uOZ4qswgtLYGS4SIXtyC6MUtiF7cgmVZiMVikoWGIxC9GifEEeA4DMMgOTmZ/OPTAsYWlvBSNysAQ7UZhBgAT7OLNDoH0YtbEL24BdGLe+hi3T7JGqQ7SJxF44M4AgTCf1A0jQGzP4F7QLCK2hK1GYQA4ErSy/o1lkAgEAgqIVmDCATNIY4AgVABms/HkE8XoaYZhDZHPiEZhAgEAqGB2bVrF0xNTREXF6dUV/ltdmxsLKZOnQpXV1cYGhrC1NQUHTt2xLp165Cbmyvvj6IoxMTE1MgOiqI0+omMjKz1WLlMYWEhPvnkE7Ro0QKGhoZo37499u3bp9GxkZGRar/P69evK7W/c+cOhg8fjhYtWsDY2BheXl5YuXIlioqqn8kPDw8HRVHIzs6u8Ri5Apkn4zgURcHCwoIE72gRTTII3W9+EdGGBhguKsLvwtXoVLoVa/+Jx/fjOlTZN9GLWxC9uAXRi3vUZ2B3xaxBP/30Ez744AN4enpi/vz58PHxgVgsRkxMDLZt24aoqCgcPny41ueKiopS+Pzll1/iwoULOH/+vEK5j49Prc/REGhLr5EjR+LmzZtYs2YN2rRpgz179uDdd98FwzAICwvTqI9Vq1ahZ8+eCmW+vr4Kn+Pi4tClSxd4enri+++/h62tLS5duoSVK1fi1q1b+Ouvv7QyHi5DHAGOw+Px4O3t3dBmNCpkGYQeXYlUrqyYQajNLwguKYW95E0GIe/m5pjVw11t30QvbkH04hZEL24hS/da30RFRWH27Nno27cvjhw5orBkqG/fvpg3bx5OnjxZp3OEhIQofLazswNN00rlXEJbep04cQJnzpyRP/wDQM+ePZGamor58+fjnXfe0cjh8PDwqPb73LNnD0pKSnDo0CG4u5f/b+7VqxfS09OxY8cOvHr1ClZWVnUeE5chS4M4DsMwePHiBQmO0yK6zCBE9OIWRC9uQfTiFizLoqysrN6z0KxatQoURWHHjh0q4waEQiGGDh1arzZxgcp6FRQUQCwWq2wrlUohEolU1h0+fBimpqYYM2aMQvnUqVORlpaG6OhordksEAgAABYWFgrllpaWoGkaQqGwxn3Gx8fDzc0NwcHByMrKAvBmCVFsbCzGjBkDCwsLWFtb47PPPoNEIkFCQgL69+8PMzMzuLi4YN26dXUfnJYgjgDHIf/4dENNMwgdFoajExVXbQYhohe3IHpxC6IX9ygrK6u3c/H5fEilUpw/fx4BAQFo2bJlvZ27sVBWVobffvsNXl5esLCwgJGREXr06IHNmzcjNTUVJSUliIyMRNeuXfHo0SOVfTx48ADe3t5KWZz8/Pzk9ZowZ84c8Pl8mJubo1+/frhy5YpSm8mTJ8PS0hKzZ89GcnIyXr9+jWPHjmH79u2YM2cOTExMajT+ixcvokuXLvDz88OFCxfQrFkzhfqxY8fC398fhw4dwowZM7BhwwZ8+umnGD58OAYNGoTDhw+jV69eWLhwISIiImp0bl1BHAECQQWaZBAqo4vlGYSElES+2/DJB+n1bi+BQCDUlZ8vJyNk1TmErDqHqCc5CnXPc4vkdV/8pfyg9t5vN+X1lfkz5rm8rvL9UVQqQefV5xGy6hw+3ndHuwOqhIGBAbKzs1FUVARXV1ednktTSktLMXXqVLRs2RLm5uYICQnBtWvX1LZ/+fIlBg0aBBMTE7Rp0wZnzpypUX1duX79Oj7//HOEhYXhn3/+wY4dO+Rvvl1cXGBkZIQ+ffrA19dXbfxDTk4OrK2tlcplZTk5OUp1FbGwsMDHH3+M7du348KFC9i4cSOeP3+O0NBQnDp1SqGti4sLoqKi8ODBA7i7u8Pc3BxDhgzB5MmTsXHjxhqNfffu3Xj77bcxceJEREREwNjYWKnNzJkzsWzZMvTp0wdr165F+/btsWnTJqxatQpz585Fnz59sGPHDtjZ2eGPP/6o0fl1BYkRIBDUIMsg9P2Ed6EUPCxNglFJL/ROnI4pbXbixPM02Euk8KJS8VuUKVpYGlUZK0AgEAj6xusSCTIKyu91ZVLFWRUpw8rr8ouVl4PkiMrk9ZUpFkvldcViqUIdC8jrckW6nR3Qxxz4EokErq6uuHr1KpycnPD7779j6NChePbsmcoHzTlz5sDBwQEvX77E2bNnMXbsWDx+/Bg2NjYa1deVVq1a4eHDh7C3t5eXTZs2Dfn5+YiKikJxcTE6deoER0fHKmd7qgrory7Yv0OHDujQ4U1ijm7dumHEiBFo164dFixYgH79+snrnj59iiFDhsDe3h4HDx6EnZ0doqOj8dVXX6GwsBA7d+7UZNj4+uuv8eOPP2L9+vX49NNP1bYbPHiwwmdvb2/cu3cPAwYMkJfx+Xy0bt0aqampGp1b15AZAY5D07Q8CImgfarLIOSS3Q7eGaGINjQATUGeTnS1mlgBohe3IHpxC6JX3TAz5MPB3BAO5oYQ8hS/Qx5NyessjARKx9qYCOX1lTES8OR1RgLFIFA+/805rU1qvl67JkgkEtja2sLY2BgpKSk6PZemmJiYYPny5XB2dgZN05g8eTIYhkFSUpJS28LCQhw5cgTh4eEwNjbG0KFD4e/vL898U129jI0bN2LMmDEICwuDubk5goODkZGRgY8++gjW1tbw9fVV+5DasmVLXLx4Ed26dYORkRFsbGwwbNgwREREwNfXFwMHDkRqaioGDBiA2NhYlX3Y2NiofOsvS9mqaragOiwtLTF48GDExsaiuPjN/95FixahoKAAp06dwqhRo9C9e3fMnz8f33//PX755RdcvHhRo/53794NR0dHjBs3rsp2lW0XCoUwNjaGoaGhUnlJiepni/qG3C05Dk3TcHd3J//4dIQsg5BKpI8hLjqJkJShCLe1QTqPByElxf+Ea2CBQvx4TvlGTvTiFkQvbkH0qhvvdXPD9SW9cX1Jb3R2V3yD3NLaWF63Ypiv0rE/Tw6S11dmTGBLeV1/3+bycoqiYGthKq/bWE36ZW3A4/HQu3dv3Lp1Cy9evND5+WpKfHw8iouL5RluKpKUlARTU1OF2IZ27drh4cOHGtXLiI2NxY0bNzBv3jxkZWVBLBajd+/eGDp0KLKysuDq6opdu3YpnZ+iKNy+fRsffPAB+vbti8OHD2P9+vWgaRrvv/8+WrZsCUNDQ/To0QMtW7ZUm8GrXbt2ePTokUI6VwC4f/8+AOUUoJoiC2KuOKNw9+5d+Pj4KMUCBAUFAdA8HuHkyZMQCATo1q2b3rzJ1xbkbslxGIbBkydPSHCcjtAkgxDNiuGTGYokgQAMC2Sw1iiAMfbceK40K0D04hZEL25B9OIWLMuipKSk3rMGLV68GCzLYsaMGSqXr4jFYvz999/1ahMAFBUVYeLEiVi2bBlMTU2V6gsLC2Fubq5QZm5ujsLCQo3qZcTGxmLFihUICAiAoaEh3N3dMWbMGPTp0wd8Ph9eXl6QShWXcAHletnb2+PBgwdYvnw5+vfvj2nTpuHw4cN4+fIlTp8+jb/++gvPnz/Hjh071AbijhgxAoWFhTh06JBC+W+//YYWLVogOFhVbF7VvHr1CseOHUP79u0V3r63aNECDx8+VPoOZPs8ODk5adR/q1atcPnyZRgYGKBbt24qZ2y4CokR4DgMw+Dly5do1aoVeQumI2QZhOJV7StQIYPQx50iceJ5Ghwl2Qii4nGD9cGvV1OwZOCbgCmiF7cgenELohf3kEgkKlN41pWYmBikpysGJtvb22Ps2LHo3Lkztm7dig8++AABAQGYPXs22rZtC7FYjDt37mDHjh3w9fXFkCFD5MeeP38eT58+VTrPwIEDVa7lrylisRhjx46Fj48PlixZorKNqakpCgoKFMoKCgrkTkN19UD5NRIXF4f+/fvLy+Li4jBv3jz550ePHqnd1Mve3l7lA765uTn69u1bzSjLGTBgAPr27YvZs2ejoKAArVu3xt69e3Hy5Ens3r1bYQ+Bixcvonfv3li+fDmWL18OAAgLC4OzszMCAwNha2uLpKQkfPvtt8jMzFSayfjkk08wfPhw9O3bF59++ilsbW1x/fp1rF69Gj4+Pgpr96ujefPmuHjxIvr164fu3bvjzJkztZ690CeII0AgVIMsg5C4uBhPblXOb1wCsehvSKy6Q0JR8t2GdwtXY0LZYuy4BEx9yxXNLep/0xwCgUBoqvz4448qy0NDQ+Hi4oIZM2agU6dO2LBhA9auXYuMjAwIBAK0adMGYWFh+PDDDxWOW7hwocr+UlJS4OLiUidbGYbBpEmTwOPxsHPnTrXBsh4eHigsLMSLFy/kb7IfPHiAiRMnalQPAI8fP4apqSkcHBwAlAdQP378GO3atZO3iY2NxZo1a+o0puqIiIjA0qVLsXz5cuTm5sLLywt79+5VWoPPsiykUqnCLJ+fnx/279+Pbdu2obCwENbW1ujatSt+//13+ZIfGUOHDsW5c+ewZs0afPzxx8jPz0fLli0xa9YsLF68uMb7CNja2uL8+fMYNGgQevTogVOnTiEwMLD2X4QeQLH1PSfXCBGJRHKPu7CwsMZ5aeuCRCJBTEwMAgMDlXLyErSLVCxWnUEIAMX3wr/OLXDO8xf8lpYJ/7IylLI8dCrdip7t2+D7/9a+Er24BdGLWxC91MMwDBISEgAAnp6eejFjwrIsRCIRTExMqs0UUxNyc3ORnJysVO7m5larQFRdM2PGDCQlJeHkyZNKQaWVkW1W9eOPP+LcuXOYOHEikpKSYGtrq1H9wYMHsWPHDpw+fRoAcPv2bYwbNw6JiYkAgLy8PDg4OKCwsFDpGtKVXoSaUd21XNNn0oa/ExDqBE3TcHJy0oubemOnqgxCrCQerV56wCcjFFNa2COdx4MA5elEj9xNw/pT8QCIXlyD6MUtiF7cozY7u1ZH5SDU6sobktTUVPz888+Ijo6Gra0tTE1NYWpqisuXL8vbDBgwAKtWrQIAbNmyBWlpabCxscGnn36K/fv3yx/yNam/f/8+/P395Z/v3bun8Pn+/fsqN/uSoQu9CA0LmRHQAg05I0CoP1iGwT9bNuDR5QuqG/A9ITDth5+6zMPm9Cx0LylBCctHcOkW5MMUiwd4kb0FCARCg6CPMwK6IisrC8+ePVMqd3Z2VtoJlkDgGmRGgKCAVCrFo0ePVEb4E7QLRdPo//7H8Ah+S3UDSQIopgzt0nvgGZ8PhgWyWUs4UVkAgLX/xONFrojoxSHI9cUtiF7cgmVZFBcX13vWIELtIHo1TvTeEcjLy8NHH32Ezp07w8HBAQYGBnB0dESvXr1w6NChGv1BMgyDTZs2wc/PD0ZGRrCzs8PYsWM5nQaKZVnk5+eTC7OeoPl89J46S229uOgygp8Oxje2VrhvIIQTnY0IYTgsUAgGwNNsEdGLQ5Dri1sQvbiHLpw2dctaSNxI3SFOduND7x2B7Oxs/PLLLzAxMcHw4cMxb948DBgwAA8fPsTo0aMxa5b6h7LKvP/++5g7dy6kUinmzp2LgQMH4ujRowgKCkJcXJwOR0FoTMjSiaqClTwEJRFXihWQwIsq34DkVFxGPVpKIBAITQ916Uh1kaaUQOA6eu8eu7q6Ii8vT8mTf/36NUJCQvDTTz/h448/Rtu2bavs58KFC/jpp5/QrVs3nDlzRn5DmDRpkjyfraZbTROaNrJ0olKxGEnRV5XqxUXnEJw8FPebX5SnE/1duAYTyhbj9+uA1McIHM82RiAQCHpLaWmp2nISw0cgKKL3MwI8Hk/ldJ6ZmRn69esHoDwvbnX89NNPAICvvvpK4a1A79690a9fP1y6dEmePotL0DQNNze3Rh34pY/QfD56T3tfdaX0MaSi03g7firC7WxwTyiEkJLid+FqWKAQe+KKkfla9T8qgn5Bri9uQfTiHrp4S8+lrEFcg8yqND44e7csKSnB+fPnQVEUfHx8qm0fGRkJExMTvPWWcqCnzKHg4owATdNo1qwZ+cfXAFSVR5mVxMMlu035EqHmb9KJUijfFGXzhSf1ZSahDpDri1sQvbgFRVEQCAQkJz1HIHo1Tjhzt8zLy0N4eDiWL1+O999/H23atMG9e/ewfPlyeHh4VHmsSCRCeno6XF1dFbauliE7vrqgYZFIpPanoZBKpbh37x4J4GkAjMzM1cYKAOWBiyGpQyChKbzi0chlzeBIZQMA9tx4jvT84nqylFBbyPXFLYhe3IJlWRQVFZHgbo5A9Gqc6H2MgIy8vDysWLFC/lkgEGD9+vWYN29etcfm5+cDACwsLFTWm5ubK7RThywva1VIJBL59CNN06BpGgzDKGyPLSuXSqUKF5S6ch6PB4qilKY1eTweGIZBUVERJBKJ/BiZs1P5nyGfz5dv1y2Doih5PxVtVFdeH2NSZbs+jolhWfSd8SEkZWV4fOMaKiMuOg++6QAAQKJAAJ+y1zgsDMeEskW4wfrglyspWDLQW6/G1Bh1qsuYpFIpioqKwDCM0j8/ro6pqnKuj0nV/ZDrY1JVXtsxsSwLiqLAsqzC75XRVnl1sCyrZJc2bKkqa1DlY7Q9prr03VDlmlJRr/q2kej0Blmd7DqufC+o6RI4zjgCLi4u8sE+f/4c+/btw9KlS3Ht2jUcOHBAb9KC3b59G0ZGRgAAOzs7uLu7IyUlBS9fvpS3cXJygpOTExITExWcDzc3NzRr1gwPHjxAcfGbt8VeXl6wtLTEnTt3FMT28/MDj8dDXl4ebt++LZ+uCwwMRFlZGWJjY+VteTwegoKCkJ+fj/j4eHm5kZER/P39kZ2drbAlu4WFBby9vZGWloYXL17Iy+tjTEKhEDExMQrfqz6PybJ9J0CFIwBpEqQiXnmsgOcvcBVL4F9Wht3C1ZhQthg/XQbeDXBA1tM3sSn6MqbGqFNtxiS74ZaUlODhw4eNYkxA49NJNqaSkhKF+2FjGJO2dEpPT4dIJIKRkRFEIhGEQiEMDQ1RWlqq8OAgFAohFApRUlKiYKOBgQEEAgGKi4sVHA1DQ0Pw+XylN8VGRkagaVppxtzExAQMw8i/F6lUiuLiYpiYmEAqlaKk5M3u7TRNw9jYGBKJRCEAmMfjwcjICGKxGGVlZfJyPp8PQ0PDKpeuVLRHV2MCyh/mtDmmhtZJNiagPBV7YxoT13RiGEZ+3UilUpSWlircIyrapQmc3ll4/fr1WLBgAbZs2YLZs2erbSfbZc3X1xf3799Xqj9+/DgGDx6M+fPnY926dVX2o67c3t4eQPnMhSwrQX28RZJIJIiJiUHHjh3lb48a69s+fR0TyzA4+/NmxF08B1UIzGbheutTeOQQiRPP09BcKkUpy0On0q3o6e+Bb8b46d2YKn7vjUWn2oxJKpXi9u3bCAwMVHq44OqYqirn+phU3Q+5PiZV5bUZk0QiQWJiIiiKQps2bUDTdIO/lZUtNTE2NgZN01qzJTc3V8EZkuHm5gYrK6s69V8T9O2NsjZmBGR6Vb4fcnVMDWljbcfEMAwSExPBsqx8Z+GK9wKRSARLS0sAmu0srB+v0WvJ22+/jQULFiAyMrJKR8DExATNmzdHSkoKpFKpUpyALDagulgDTdKO8fl8pdkJ2T+FyqiKV6iqXNWsB5/Ph7e3N4RCocoHlcqomzZVZ2NNy7UxppqW68OYeoyfqtYRUJVOVAApvKhUHLlnCkdrY8zv56V3Y6pIY9GpOhsrl/N4PHh7e4PP56t8y8jFMVVXzuUxqbsfcnlM6sprMybZd0JRlMLvqtBWeXVUfIOvrXNWlTVI3XVck/5rgq6/3/rSSYZML218j/oypvqwRZtjqnwdV74X1HSFDGeChVWRlpYGQLNB9+jRAyKRCFevKud9P3XqlLwN16AoCpaWllq5EAi1x8jMHN7qAoeljyEt+i+dqK0N0nk80BTwm3AtLFCIzReeYPtFkkVIHyHXF7cgenEL2QMM0YsbEL0aJ3rvCNy9e1dlEG9ubi6WLFkCABgwYIC8PDs7G/Hx8cjOzlZoP3PmTADAsmXLFNZPnTt3DqdOnUL37t3Rpk0bXQxBp0gkEty8eZPkR25gKJpGjwnT1Naz4ni45njCJzMUSQIBGBbIZi3hRGUBANb+E0+yCOkh5PriFkQvbsGyLEQiUZ2XdugzK1euhI+PDxiGUXiDW9VPZGRkQ5utkop67dy5E46Ojg2aNZGgHfTeEdi1axccHR0xZMgQfPjhh1i4cCHGjRuHVq1a4e7duxg1ahTCwsLk7Tdt2gRvb29s2rRJoZ+ePXvivffew+XLl9GhQwcsWLAAkydPxqBBg2Bubo6tW7fW99C0BkmVpx8YW1hWkU7UEAwrREjqEHzsYIf7BkI40dmIEIbDAoVgADzNLqpHawmaQq4vbkH04ha6cAJquvRKV6SlpWHdunVYuXIlaJpGVFSUws/AgQNhZGSkVN6xY8d6tbMmyPSaPHkyTExMqoyrJHADvY8RGD16NPLz83H9+nVcunQJRUVFsLa2RteuXTFp0iSMGzdO42mq7du3w8/PD9u3b8cPP/wAU1NTDBkyBF9//TUnZwMI+gVF0xgw+xOIi4vx5FZ0pdoSiEV/Q2g6FN4ZoZjSojxw2F4igReVimi2LU4+SEdnd5sGsZ1AIBAaC+p2v63vXXE3btwIS0tLjBw5EgAQEhKiUG9nZweappXKuQCfz8esWbPw5ZdfYuHChTA2Nm5okwi1RO9nBLp27Ypff/0Vjx49Qn5+PsRiMTIzM/HPP//g3XffVXICwsPDwbIswsPDlfqiaRpz587FgwcPUFJSguzsbPz555/ECSBoDZrPx5BPF8FA1Z4T0mSIRScRkjIMEopCtKEBaAr4XbgGnag4/BaVivWn4pWPIxAIBILGlJaW4vDhwxg3bhy6dOmC4cOH48SJE5g2bRo8PT3rxYaysjLs3LkTYWFhKoO3GwPjx49HQUEB9u3b19CmEOqA3s8IEKqGx+PJ9xMg6AdlJcUoLSxUWcdK4kExoXg7YRrCPXYiuKQUzaVS/E+4BsGlW7D5whOYGwowq4d7PVtNUAW5vrgF0asBSY8FRFlvPps0A5r7qW//H7J9d7TJkiVLsGvXLkycOBEBAQF49uwZvvvuOxgaGqJ3795aP58qoqOjkZOTg549e9bL+eqLino5ODjAy8sLx48fx7Rp6mPkCPpN43RTmxhCobChTSBUwNDEFN7d1N/8WZaFW64/CRzmCOT64hZErwagKBfY2RfYPerNz86+5eXVoO235UePHsX27duxcuVKzJo1C4GBgRg5ciTGjx+PzMxMBAYG1rpvlmVhbm6OjIyMattGRUUBQK3W+5eWlmLq1Klo2bIlzM3NERISgmvXVGxaWYHY2Fh069YN5ubm8PHxUQg4rqquplTWq2PHjiqzMRK4A3EEOI5UKkVMTAwJkNMjKJpG//c/hkfwWyrrxUXnwTAMgp4NxMcOdsjk80jgsJ5Cri9uQfRqIAwtASsXgPrvkYKiASvX8vJq0HbWmZUrVyIoKAi9evVSKG/ZsiUA1MkRePr0KQwMDODg4FBt27S0NFAUBVtb2xqfRyKRwNXVFVevXkVeXh5mz56NoUOHoqhI9f8FsViMESNG4N1338WrV6/wxRdfYPjw4cjJyamyrjZU1qtZs2bIysoimbo4DHEECAQdQPP56D11lupKaRLEopMoo4vlsQIAIEB54DAAnHyQXl+mEggEQt2gaaDnUoD9b0djlgF6LS0vr0cyMzNx69YtjBkzRqkuPT0dNE2jQ4cOAID4+Hj06dMH1tbWsLKywty5cwEAz58/x4ABA2BnZwdLS0vMnDkTDMMgLi4O3t7eePXqFUxNTREQEFClLcXFxRAIBLVapmZiYoLly5fD2dkZNE1j8uTJYBhGvvlpZRISEpCXl4cPPvgAPB4P77zzDuzt7XH48OEq6yqyceNGjBkzBmFhYTA3N0dwcDAyMjLw0UcfwdraGr6+vkhNTVU6t6GhIViWRUlJSY3HSdAPiCNAIOgIYwtLtA3tq7KOlcTDqERYHitgZ4N7QiEJHCYQCNzFazBg998O6XbegOegejfh+fPnAAAbG+Xsa1evXoWHhwdM/0vkMH78eEybNg05OTlITU3F5MmTAQCvX7/G4sWLkZaWhnv37uGff/7BuXPn4OPjg5UrV2LmzJkoLCzErVu3qrTF1tYWZWVlWpnxiI+PR3FxMdzdVceOqUrByjAMHj58WGVdRWJjY3Hjxg3MmzcPWVlZEIvF6N27N4YOHYqsrCy4urpi165dSn3l5ubCwMBA/r0SuAdxBAgEHUHRNLqHTVZbLy46B5fsdvDJCMWUFva4JxRCSEmxW7ganag4suMwgUDgDjQN9Po/wMQO6P1/9T4bAJSn4wTK35BX5Ny5c7h16xb8/f3lZcnJyZBKpWAYBubm5vIlQz4+PujevTsEAgFatWqFkJAQvHr1CkD5w3LFPqrCy6vcKXrypG738KKiIkycOBHLli1T+7Dt6ekJU1NT/PDDDxCLxfjjjz/w+PFjiESiKusqEhsbixUrViAgIACGhoZwd3fHmDFj0KdPH/D5fHh5ealccpecnAwfH586jZHQsBBHgOPweDwEBgaSLBl6ipGZObzVbTImfQxx0UmEpAyFhKIwpbk90nk8CKnyLEIWKMRqEjjcoJDri1sQvRoY78HA/MeAl+azASYmJlo7vbOzMwICArBt2zZEREQgJiYGW7duxZYtWwBA4SF+79692LFjBxwdHTF//nyIxWIAwJ49exAcHAxbW1tYWlri8OHD8PDwAADcu3dPY0cgNDQUAHD9+vVaj0csFmPs2LHw8fHBkiVL1LYTCoU4fPgw9u/fDwcHBxw8eBChoaFwcnKqsk6GbOlT//795WWVPz969AheXl4KejEMgxs3bjS6zEhNDeIINALKysoa2gSCGiiaRo8J6tOqseJ4UEwZ2qX3gISm8IpHg2GBDNYaBSjfoOV26qv6MpegAnJ9cQuiF7dgGEZrfVEUhT///BMBAQHYuHEjli5divz8fMyePRuAoiPQv39/XL58GdHR0Thw4ADOnDmD06dP48svv8RPP/2EzMxMJCUlwdDQEG3btkVZWRkSExPRrl07jWxp2bIlunXrhr/++qtWY2EYBpMmTQKPx8POnTur3ThVlr0nJycHBw8eREpKCjp16lRtHQA8fvwYpqam8iDo0tJSPH78WGGssbGx8PPzU9ArMjIS+fn5GD9+fK3GSNAPiCPAcaRSKWJjY0mWDD3G2MISXupmBQCIiy4jJGUoACBRIABNAY5UNoKo8hiBM3HVp6oj6AZyfXELohf3KC7W7oynq6srDh48iIsXL+LUqVNYtGgRXrx4AR6Ph/bt2wMAIiIikJKSAgB49eoVSktL4e3tjXv37sHFxQXu7u5IS0vDhAkT4ObmBqFQiNevX4Nl2Ro5mh9//DFOnTqFf//9V2X9rl27UKhmz5lZs2YhPT0d+/fvB59f/ZZPDx48QGlpKV6/fo1FixbB3t5e/ka/qjpAecnTw4cP0apVK/nb/7y8PGRlZcHLy0tBr19//RVdunSpVYpUgv5AHAECQcdQNI0Bsz+BR0hXlfWs5CEgLVUIHBZQjDxW4MjddBI4TCAQCBpiYGCg8DkuLg5ubm6wtLQEAFy8eBGdO3eGqakpJk2ahB07dsDV1RXjx49HTk4OmjVrhkmTJsHHx0f+gGxjY4OwsDA4OzsrvE2vipEjRyIoKAirV6+ukf2pqan4+eefER0dDVtbW5iamsLU1BSXL1+WtxkwYABWrVol/7xr1y7Y29vD0dERycnJCjMRVdUBwP379xUcgcpLoO7fvw9vb28Fh+TJkyfYv38/1q5dW6OxEfQPilUVUk6oESKRSB7EU1hYqNU1j9UhkUgQExODwMBAjd4aEBoORiLB3xvX4fENFRvD8FpDaDoYUW5H8MghErvSMuFfVoYylocJZYtxg/XBnJ7umN/Pq/4Nb8KQ64tbEL3UwzCMPIjW09NT6xt51QaWZSESiWBiYlLt0peakJubi+TkZPnnwYMHIzg4GL/++iusra21dh5NePDgAY4ePYpFixbpxXdeFyrqFRkZiaSkJMycObOhzWpyVHct1/SZlNwpGwEkMI4b0Hw+QifPUO0ISB9DLDqO4OShuN/8Iqa0sMeJ52loLpXid+FqdCrdis0XnsDcUIBZPVSnkCPoBnJ9cQuiF7fQpgMgo/LmVseOHVNZXh/4+vrC19e33s+rK2R69ezZkwQJNxK47Z4SwOfzERQURN5+cQSBQKC2jpUkQVp0Gm/HT4WEopD0X1sBpKBQHqBFsgjVL+T64hZEL25BUZTWZwMIuoPo1TghjgDHYVkWeXl5KjcNIegfhqZmcOvURW09K46Ha44n2qX3wLP/HmZyWTM4UtnyNiSLUP1Bri9uQfTiFizLQiKREL04AtGrcUIcAY4jlUoRHx9PsmRwBIZlYd85FB5qnQFDMKwQIalD8I2tFe4JhbClX+OwMBydqDgAJItQfUKuL25B9OIeJSUlWu9T3YwQmSmqO7rQi9CwEEeAQKhnaJpG/zmfwT0gWEVtCcSiv0FJeZV2HJaQLEIEAoGgAZWzBlVXTiA0ZYgjQCA0ADSfjyGfLoKBqi3jpcnywGEJRWFKizc7Dsucgc0XnhBngEAgEFRQWlpao3ICoSlDHAGOQ1EUjIyMSPAOR6ioV1lJMUrVbCbDSpIgFZ3G6LvzIaEoRBuWv8kSUuVZhCxQiM0XnmD7xSf1aX6Tg1xf3ILoxT10kVJTXXaghsga1NjgegpUgjJEUY7D4/Hg7+9PUuZxhIp6GZqYwrub+vRrrCQe1oXW5RuN2dog/T+NSRah+oNcX9yC6MUtKIqCsbExcdw4AtGrcUIcAY7DMAyysrLAMExDm0LQgIp6UTSN/u9/rHbHYaA8S4Nbrj98MkPl6URJFqH6g1xf3ILoxS1YloVYLCZZaDgC0atxQhwBjsMwDJKTk8k/Po5QWS+az8fguZ/DI/gtle3FRefBMAxCUofgYwc7kkWoniHXF7cgenEPXazbJ1mDdAeJs2h8EEeAQGhgaD4fvafOUl0pTYJYdByUlAdvkkWIQCAQqoVkDSIQNIc4AgSCHmBsYYm2oX1V1rGSJIhFJxGSMoxkESIQCIRqIFmDCATNIY4Ax6EoChYWFiR4hyOo04uiaXQPm6z2OFYSD0hLMPregiqzCBFnQLuQ64tbEL24h7YDu3ft2gUbGxvExcUp1VXOGhQbG4upU6fC1dUVhoaGMDU1RceOHbFu3Trk5ubK+6MoCjExMTWyg6IojX4iIyNrPdaGQFt6FRYW4pNPPkGLFi1gaGiI9u3bY9++fRodGxkZqfb7vH79epXH/vzzz6AoCqaqUnerIDw8HBRFITs7u/rGHIUsmOM4PB4P3t7eDW0GQUOq0svIzBze3Xri0eULKuvFxZGw4Q0szyLksRPBJaVoLpUqZBHafOEJzA0FmNXDXWdjaEqQ64tbEL24hSzda0Pw008/4YMPPoCnpyfmz58PHx8fiMVixMTEYNu2bYiKisLhw4dr3X9UVJTC5y+//BIXLlzA+fPnFcp9fHxqfY76Rpt6jRw5Ejdv3sSaNWvQpk0b7NmzB++++y4YhkFYWJhGfaxatQo9eypm3vP19VXb/t9//8Xnn3+OFi1aID8/v072NyaII8BxGIZBWloaWrRoQfL7coCq9JJlEZKUlSEp+qrywZIEsExPuOX6Iz0zFEmCP9FcKpVnEcpjzQEAa/+Jx9D2LdDcomH+wTYmyPXFLYhe3EKWhUYgENTrLE5UVBRmz56Nvn374siRIwqxA3379sW8efNw8uTJOp0jJCRE4bOdnR1omlYq5xLa0uvEiRM4c+aM/OEfAHr27InU1FTMnz8f77zzjkYzDx4eHjX6Pt9//310794d1tbWOHjwYK3tb2yQOyXHYRgGL168IFkyOEJ1elUZOAxAXBQJhmEQ9Gyg2ixCDICn2UW6ML/JQa4vbkH04h5lZWX1di5Z1qBVq1aBoijs2LFDZQCxUCjE0KFD680uLlFRr4KCAojFYpXtpFIpRCKRyrrDhw/D1NQUY8aMUSifOnUq0tLSEB0drT2D/2P37t24ePEitmzZUue+4uPj4ebmhuDgYGRlZQF4s4QoNjYWY8aMgYWFBaytrfHZZ59BIpEgISEB/fv3h5mZGVxcXLBu3bo626EtiCNAIOgZxhaW8OoaqrKOlcRDLDqOMqpIHjhcOYsQAJx8kF6PFhMIBIL+Y2BgAKlUivPnzyMgIAAtW7ZsaJM4yW+//QYvLy9YWFjAyMgIPXr0wObNm5GamoqSkhJERkaia9euePTokcrjHzx4AG9vb6V0rn5+fvJ6TZgzZw74fD7Mzc3Rr18/XLlyRWW7rKwsfPLJJ1izZg2cnJxqMFJlLl68iC5dusDPzw8XLlxAs2bNFOrHjh0Lf39/HDp0CDNmzMCGDRvw6aefYvjw4Rg0aBAOHz6MXr16YeHChYiIiKiTLdqCOAIEgp5B0TQGzP6kCmcgCYK86xh9d77aLEK/RaWSwGECgUCoQGlpKbKzs1FUVARXV9eGNgdAuU1Tp05Fy5YtYW5ujpCQEFy7dk1t+9jYWHTr1g3m5ubw8fFRCjaurr6uXL9+HZ9//jnCwsLwzz//YMeOHfI33y4uLjAyMkKfPn3g6+urNv4hJycH1tbWSuWyspycnCptsLCwwMcff4zt27fjwoUL2LhxI54/f47Q0FCcOnVKqb0sFmT27Nm1GPEbdu/ejbfffhsTJ05EREQEjI2NldrMnDkTy5YtQ58+fbB27Vq0b98emzZtwqpVqzB37lz06dMHO3bsgJ2dHf7444862aMtSIwAx6FpWr72kKD/aKoXzeej56T3EH8lUmU9K4mH1eseGH1vAQ76r0O0oQGGi4rkzsCEssXY/F/M8fx+XloeRdOBXF/cguhVR65tAqI2l/8+cgfg2u1N3aunwC8Dyn/3HgwMXK947J5xQPq98t/nVXoTfOcP4PxX5b8PWAv4vFl2w5eWAN8FlX9weQsY9bN2xqKCylmD9AGJRAJXV1dcvXoVTk5O+P333zF06FA8e/ZM6UFTLBZjxIgRmDdvHiIjI3Hw4EEMHz4cT548gY2NTbX12sDNzQ0PHz6Evb29vGzatGnIz89HVFQUiouL0alTJzg6Ola57KuqGIPq4g86dOiADh06yD9369YNI0aMQLt27bBgwQL069dPXnfo0CH8/fffuHPnTp3iGr7++mv8+OOPWL9+PT799FO17QYPHqzw2dvbG/fu3cOAAQPkZXw+H61bt0Zqamqt7dEm5G7JcWiahru7O/nHxxFqopcsi5A6xMWRsBG1KM8iZGuD9P+Cq4SUFP8TrpGnFN1+8YnW7G9qkOuLWxC96kjpa+B1WvmPtFLOfUb6pq44T/nYouw39ZURF72pExfLiymKgqGBEJSsrqjqN8HawNbWFsbGxkhJSdH5uTTBxMQEy5cvh7OzM2iaxuTJk8EwDJKSkpTaJiQkIC8vDx988AF4PB7eeecd2Nvby7MbVVcvY+PGjRgzZgzCwsJgbm6O4OBgZGRk4KOPPoK1tTV8fX1VPqRSFAU3NzdcunQJ3bp1g5GREWxsbDBs2DBERETA19cXAwcORGpqKgYMGIDY2FiVY7axsVH51l+WslXVbEF1WFpaYvDgwYiNjUVxcfnfWGFhIebMmYO5c+eiRYsWyMvLQ15entxBycvLUxvHUJndu3fD0dER48aNq7JdZduFQiGMjY1haGioVF5SUqLp8HQKuVtyHIZh8OTJExIcxxFqopcsi5BH8FuqG0gSwDLFcMv1h09mKJIEgvJzsEAGa40ClL9NWvNPPNLzi1X3QagScn1xC6JXHTEwA8xalP/wKgXR0rw3dUaWysca276pr4zA+E2d4E02M5ZlUVJaBlZWZ6ydt9ZVwePx0Lt3b9y6dQsvXrzQ+flqSnx8PIqLi+HurpwCmmVZpTKGYfDw4UON6mXExsbixo0bmDdvHrKysiAWi9G7d28MHToUWVlZcHV1xa5du1Se/8KFC/KMS4cPH8b69etB0zTef/99tGzZEoaGhujRowdatmypNpVvu3bt8OjRI6UZmvv37wOoOgVoVcjGL3vzn52djczMTHz77bewsrKS/+zduxcikQhWVlYYP368Rn2fPHkSAoEA3bp105s3+dqCLA3iOAzD4OXLl2jVqhV5C8YBaqqXLIuQynSiKM8iJDDpj5DUIfg4OBK70jLhX1YGR2QjiIrHDdYHLIAfzydh1Qg/LY+m8UOuL25B9KojXT4s/1GFlYvykp+KhFWxGVSH8eU/KpDwDGHwWRxQD+lDZcGpixcvxokTJzBjxgz89ddfEAqFCu3EYjFOnjyJIUOG6NymihQVFWHixIlYtmyZyg2vPD09YWpqih9++AGzZ8/GgQMH8PjxY/lb7erqZcTGxmLFihUICAgAALi7u6Nt27bo06cPAMDLywtSqVSljY6Ojnjw4AEcHBzkZdOmTUNBQQGio6PlS4Mq1ldmxIgR+Omnn3Do0CG888478vLffvsNLVq0QHBwsIbf2BtevXqFY8eOoX379vK37w4ODrhwQXlfnjVr1uDixYv4559/YGtrq1H/rVq1wuXLl9GnTx9069YN586dg4eHR43t1EeII0Ag6DmyLEKq4gXKswhJITAZBO+MUExp8cYZkMUK3GB9sCf6OVpZm5CNxggEQpMgJiYG6emK2dPi4+MxcuRIdO7cGVu3bsUHH3yAgIAAzJ49G23btoVYLMadO3ewY8cO+Pr6KjgC58+fx9OnT5XOM3DgQJVBozVFLBZj7Nix8PHxwZIlS1S2EQqFOHz4MObOnYsVK1age/fuCA0NlWfCqa4eKHeW4+Li0L9/f3lZXFwc5s2bJ//86NEjtZt6tWjRAiYmJkrl5ubm6Nu3r0ZjHTBgAPr27YvZs2ejoKAArVu3xt69e3Hy5Ens3r1bYQ+Bixcvonfv3li+fDmWL18OAAgLC4OzszMCAwNha2uLpKQkfPvtt8jMzFSYyTA0NERoaKjS+Xft2gUej6eyriqaN2+Oixcvol+/fujevTvOnDlT69kLfYI4AgSCniPLIgRAjTOQBLHoOIKTh+J+84uY0sJepTOwmmw0RiAQmgg//vijyvKuXbvCxcUFM2bMQKdOnbBhwwasXbsWGRkZEAgEaNOmDcLCwvDhh4ozIwsXLlTZX0pKClxcXOpkK8MwmDRpEng8Hnbu3FllUGvHjh1x9Wr5DLFUKoW7u7uCbdXVP378GKampvI39qWlpXj8+DHatWsnbxMbG4s1a9bUaUzVERERgaVLl2L58uXIzc2Fl5cX9u7dq7QGn2VZSKVSheV+fn5+2L9/P7Zt24bCwkJYW1uja9eu+P333xEUFKRTu21tbXH+/HkMGjQIPXr0wKlTpxAYGKjTc+oailW1qIxQI0QikXwar7CwUKW3rCvITprcoi56FeXnYevMCWrrKb4XXjfzw8H268FnWZx4nobmUinKWJ7cGRjevgW+H9dBbR8ERcj1xS2IXuphGAYJCQkAypeQ6MP3o6udhbOysvDs2TOlcmdnZ6W87/rAjBkzkJSUhJMnTyoFlVbmwYMH8PDwQFlZGVauXIlLly4pbMBVXf3BgwexY8cOnD59GgBw+/ZtjBs3DomJiQDKA2gdHBxQWFiolOe/oXaCJihS3bVc02fShr8TEOoETdNwcnLSi5s6oXrqold1WYRYSTysC63xdsI0SChKHjxcMYvQkbtpJItQDSDXF7cgenELiqIgFAqb9ENlamoqfv75Z0RHR8PW1hampqYwNTXF5cuX5W0GDBiAVatWAShf1mJvbw9HR0ckJyfjr7/+Uuivuvr79+/D399f/vnevXsKn+/fv69ysy+A6NVYITMCWqAhZwSkUikSExPRpk0bhXV1BP2krnoxEgmO/fgNkq6r3kFRYDYLPL4JrrpEYCD/MCYUFoJhgTTWFrPEn+Ah6wYKwLXFvcgSIQ0g1xe3IHqpR19nBEpKSmBoaNikZwS4gq70ItQMMiNAUIBlWeTn56tMG0bQP+qqF83nY/Dcz9WmFBUXnQfDMOj8dBi+sbXCPaEQNAU40dk4LAxHJypOnkWIUD3k+uIWRC/uoS47TV1Q9Ta7qnKC5uhCL0LDQhwBAoFjyFKKqkRaHjgMhkLvxOmY0sIe9/5LjSekJPhduBoWKMSe6OdYfyq+Hq0mEAiE+sHAwKBG5QRCU6ZO7vG9e/dw+fJlxMfHIzs7G3l5ebCwsICdnR08PT3RrVs3+Pv7kykkAkHLGFtYom1oXzyMPKNUJ8si5IJB8DZXTCkqgBReVCqi2bbYfKE8VmB+P6/6Np9AIBB0Rmlpqdry+ly6SyBwgRo7Avfu3cPOnTuxZ88evHr1qtr2lpaWGD9+PKZNm4b27dvXxkZCFdA0DTc3N71Y70moHm3pRdE0uodNVukIAP85A0UnEZLyX0rR5vY48aI8i9BvwrUILt2CfJhi84UnMDcUkP0F1ECuL25B9OIeunhLX3nH2urKCZpDZlUaHxrfLa9evYoePXqgY8eO2Lx5M3Jzc6tdh8myLF69eoXNmzcjICAAPXr0kOe3JWgHmqbRrFkz8o+PI2hTr2qzCInjQTFlaJfeAxK6PIsQwwLZrCWcqCx5uzX/xCM9v7jO9jRGyPXFLYhe3IKiKJKKkkMQvRonGt0tBw8ejO7du+PKlStKD/8sy6r9qdzuypUr6N69OwYPHqy9ETRxpFIp7t27RwJ4OII29aJoGv3f/xgeIV3VthEXXUZIylAAwMcOdrhvIFQIHAZAgoergFxf3ILoxS1YlkVRUZHWg7tJsLBu0JVehIZFI0fgxIkTACAX39TUFCNHjsTq1atx9uxZPH78GDk5ORCLxcjJyUFSUhLOnDmDVatWYfjw4fI1eTIH4Z9//tHRcJoeLMuiuLiYXJgcQdt6ybMIqXEGWMlDQFqK0fcWQEJRmNLCHuk8HoSUBLuFq+XOAAkeVg25vrgF0Yt7VNwxVluQYGHdoQu9CA2Lxu4xTdMYNWoUwsLC0K9fP7UXlJWVFaysrODu7o7evXsDKA/QOXnyJP744w8cPnyY/CERCFpE5gwcY1kkRSsvvRMXnYM1PRij7y3AQf91iDY0wHBREYSUFLuFq+W7DpN4AQKB0BggwcIEguZoNCPwySef4MmTJ9i3bx+GDh1aY6/awMAAw4YNw4EDB/D48WN8/PHHGh/777//4vvvv8fbb78NZ2dnCIVCODg4YNSoUQrbZldHZGQkKIpS+3P9+vUajYlA0CdoPh+9p72vulL6GGLRcVgXNsfoewsQbmdTIaWoVGFmYDWJFyAQCByHBAsTCJqj0YzAd999p7UTtmrVqkb9/fjjj1i7di3c3d3Rt29fNGvWDElJSThy5AiOHDmCvXv3YuzYsRr316NHD4SGhiqVOzk5adyHPsHj8eDl5UV20eQIutSrqgAuWRYhG2pA+f4CHjvlWYSElBT/E66RZxL68VwSVo3007p9XIRcX9yC6MU9DA0NG9oEQg0gejU+9D5yplOnTrh06RK6deumUH758mX07t0bs2fPxrBhwzSepQgNDUV4eLgOLG0YKIqCpaVlQ5tB0BBd6mVkZg6vrqGIvxKpsp4Vx4NlQuGW64/0zFAkCf5Ec6lUIZNQPmuKPTeeY25vDzS3MNKJnVyCXF/cgujFLSiKIgG8HILo1TjR+xxrI0eOVHICAKBbt27o2bMncnNzcf/+/QawTD+QSCS4efMmmfLkCLrUi6JpDJj9STVZhCLBMAyCng3Exw52uCcUgqaglEmIZBEqh1xf3ILoxS1YloVIJCJZgziCrvQiNCx1virOnDmD48ePIzk5uco/EIqicO7cubqeTgGBQACgZhd3UlISfvjhBxQVFaFVq1bo27cvbG1tNTpWJBLVqLy+IKnyuIUu9ZIHDgNIun5FqZ6VxEMskkJs+ZY8i5Bs12FZJqEJZYuxJxqwMhaSXYdBri+uQfTiFrp4qCRZg3QHcQIaH7V2BEpKSjB69GiNUoGyLKv1DSiePXuGs2fPwsHBAe3atdP4uD179mDPnj3yz0ZGRlixYgXmz59f7bGmpqbVtpFIJPK3UTRNg6ZpMAyjkClJVi6VShUuKnXlPB4PFEUpveXi8XjylKwV//nJ1sdW/ofI5/OV2lIUBR6Pp2SjuvL6GJMq2xvLmGTHSKVSnY5p4JzPcIrPV7lMiJUkQZAHjL7zOQ52+KaSM/Amk9DmCwBYFvP7ezc5nWTIjmVZVqk9V8dUVTnXx6Tqfsj1Makqr+2YZP+LZd+T7PfKaKu8OmTHaNuWqrIGGRsb16n/mkBRFFasWIH9+/fj/v37Gr+0PH/+vEIsY0PrJKOiXjt37sQXX3yBhIQEmJiY6NxGXeukT7ZXN6aKOqi659V0RrTWjsCKFSvk+wsAVQcqahuxWIyJEyeitLQU69at0ygwzM7ODuvXr8fgwYPh7OyMvLw8XLhwAQsXLsSCBQtgbm6OWbNm1dm227dvw8jISH5Od3d3pKSk4OXLl/I2Tk5OcHJyQmJiIvLz8+Xlbm5uaNasGR48eIDi4jeZW7y8vGBpaYk7d+4oiO3n5wcej4e8vDzcvn1brkFgYCDKysoQGxsrb8vj8RAUFIT8/HzEx7/JF29kZAR/f39kZ2cjOTlZXm5hYQFvb2+kpaXhxYsXCt+jrsckFAoRExOj8L02ljGxLCvXKygoSKdj6jnpPfXxApIkmL3kYfTd+TjYfr16ZyASAEUh1Pp1k9JJ/j39d8MtKSnBw4cPG8WYgMank2xMJSUlCvfDxjAmbemUnp4OkUgEIyMjiEQiCIVCGBoaorS0VOHBQSgUQigUoqSkRMFGAwMDCAQCFBcXKzgahoaG4PP5ShtNGRkZgaZppRlzExMTMAwj/16kUimKi4thYmICqVSKkpISeVuapmFsbAyJRKLwcM/j8WBkZASxWIyysjJ5OZ/Ph6GhoUIfFSkuLobwv4xpuhwTUP5MlJ+fj/Xr12Pbtm0oLi7GuXPnQNM0DA0NIZFI8OWXX+Ly5cs4duwYeDweDAwMIBaL4e7uLj+HbEwNrZNsTED5XgKjR4/GmjVr8PXXX+P//u//aqWTvoxJm3979TEmhmHk141UKkVpaanCPaKiXZpAsbV0pdzc3JCamgpAs6kiiqK0MmXLMAwmT56M3bt34//ZO/O4qKr+j3/unWFgAAFRZBEUUBEUxRQ1F9z3LbXMwkrzcTfT8rHyqZ9bpmZPpaVpWC5lmmVaPWqoqaAWaqgJiLjvqIgKyLDMcu/vj2muM8wMzAwzwB2+79drSs4599xz7nfOnfu953w/Z+LEiUhISKhUfRkZGWjXrh3q1q2L7OzscremL29pkL+/PwAgLy9P0CmuqhkBhUIBNzc3YZA669s+Z+gTz/MoKSkRBrsj+8QA2LP6E7POAADIvKbgmt9F7Gu+HlKOF5SEAKCElwpKQm/3j8DEuDCTfTLXV0f0qaq/ezzPQ6lUQi6XG+1/ItY+lZcu9j6Zuh+KvU+m0m3pk1qtxoULF8AwDCIiIrT3iBowI6CbDWBZ1m5tycnJwY0bN4zyGjVqBD8/v0rVbw3vvPMOvvvuO1y/ft3g2UJX96uvvort27fj8ePHNrWlOmYEeJ4X+vLxxx9j8eLFuH37Njw8PGrk23NLqGlv/ivqE8dxuHDhAnieR/PmzYV7jQ6FQiGIJhQWFla4d4bNMwLZ2dnCv1999VVMnDgR/v7+5T5IVxae5zFx4kRs3rwZL730EtauXVvpOqOjo9GxY0ccOXIEly5dQkREhNmylmxEIpVKjab/dD8KZTE3k2Eu3dy0olwuF35gKipvLurfXButTbdXn6xJF1OfeJ43spcj+zRw6ixo1GqT8QKAdkyFP4xBqzvdkR6YjIsuLoKS0F3eFwXQTqMv33sBw9sGGykJOauddOgeUsy1XYx9qihd7H0ydT8Ue5/sZSfdNdF9p3X/NoW16XcVd/Go9JHwd13Xugj0DDRZ1lx99moLAOzcuRPbtm3DjRs30KBBA0yaNAkZGRk4c+YMzp8/X+n6K0KpVOLrr7/G+PHjTX4PzPXbXtfAEX3SP55hGLz00kt46623sG3bNowfP77a2m6PFSk1re3l9ansOC57L7A2KN5mRyA4OBhXrlyBu7s7vv76a1ursRiO4zBhwgRs2LABL774IjZu3Gg3p0MXLFxUVGSX+qoSjUaD1NRUxMbGkiKCCKhqe1W86/BBMJ6D0enaM0gPTMbMAD9hiVBD5KI9k4UTfAvw0CoJLRlRu/YXoPElLshe1cOdwjsY8vMQKDVPliTIJDLsGr6rQmdAoVDYfbffBQsWYP369Xj55ZfRrl073LhxA5988gnc3NzQu3dvu57LHMePH8eDBw/Qs2fPKjlfVaFvr4CAAERGRmL37t0YP358NbeMsBWbn6THjBkDQLvm7u7du3ZrkCn0nYDRo0fj22+/tduGMWq1WlhP2qhRI7vUSRA1CVYqRe9XzcS/aC5CpdgNcAyeO/OWoCR0RiaDC8MZ7Dq85fhNfLQ3y3Q9BEHUWh6VPjJwAgBAqVEazBBUFb/++ivWrFmDRYsWYfLkyYiNjcXIkSMxZswY3Lt3D7GxsTbXzfM8vLy8LHrmSUlJAQC0bdvW5vPp6mFZFosXL7a5vKenp8GHZVl8/PHHlWqXjrZt2+KPP4xfMhHiwWZH4D//+Q/at28PnucxdOhQ/Pnnn/ZslwDHcfjXv/6FDRs2YNSoUdi8eXO5TkBubi6ysrKQm5trkJ6SkmK05kqtVmPOnDm4fv06+vfvD19fX4f0gSCqG3dvH7Ts0ddkHq/WOgO+hYFGzoAucFjnDKw+dJmcAYIgaiyLFi1C+/bt0atXL4P0kJAQAKiUI3Dt2jW4uroiICCgwrLZ2dlgGMZieXJTcByHWbNmoUOHDpUqX1hYKHwuXrwIlmUxcuRIm9ulT4MGDZCTk0N7d4gYmx0BV1dX7Nu3DyEhITh16hTi4uLg5uaGkJAQhIeHG32aNGli03kWLVqEjRs3wtPTExEREVi8eDEWLFhg8Pn777+F8qtWrUJUVBRWrVplUM+LL76I8PBwjBkzBm+99RYmTZqE6OhorFixAo0aNbJLvAFB1FQYlkW3+LFm8805A3ckEnIGCIIQBffu3cPJkyfxzDPPGOXduXMHLMviqaeeAgBkZWWhT58+8PX1Rd26dTFjxgwAwM2bNzFw4ED4+fnBx8cHkyZNAsdxyMzMRFRUFB49egRPT0+0a9eu3LYUFxfDxcWlUqsXvvzyS3Tp0gWRkZbt52JJ+e+++w6dOnVCWFiYQfrKlSsxatQoxMfHw8vLCx07dsTdu3fx+uuvw9fXF9HR0YJAjD5ubm6CCAYhTmxeRPn48WP06dNHkFjTqWvcvn3bZHlbgzmuXbsGQOvRfvDBBybLhIaGok2bNuXWM3XqVCQmJiIpKQm5ubmQSqVo2rQp3n33XcyePRt169a1qX3VjUQiQWxsrN2WShGOpTrtJa/jhai4njh35JDJfF59EaqiRNRjBqLf+fHY13y9EDwsYzT4RrZMUBFafegyvNxcMLm7bQ6+WKDxJS7IXtVDXde6kElkRjECdV0r/l21Z3zAzZs3AWjfUpfljz/+QLNmzYT9gMaMGYPZs2dj//79ePz4MS5cuABA+2wzd+5cdOrUCdnZ2ejatSsOHDiAvn37YtGiRbh27Rq++OKLCttSv359KJVKm2MgHjx4gJUrV+L48eOYOXOm3cp/++23eO2114zS09LScOLECezYsQPr169H586d0bt3b6xcuRKffPIJRowYgY0bN2L+/PkGxz18+BCurq4W7bNE1ExsdgT+7//+DydPnqxQeQCo3E50GzduxMaNGy0ur5slKMvbb7+Nt99+2+Z21GR08oaEOKguezEsiwFTZkKtUplXEVJlged6CEpCN6Q7AQAcD+TyPghmcpDPa2/4y37LwrA2QUZKQs4GjS9xQfaqegI9A7Fr+C6bVIM4jrOb8IdOGvTSpUvCm38AOHDgAE6ePInnn39eSLty5Qo0Gg04joOXl5ewZKhFixZCmcaNG+Ppp5/Go0fafqWlpSEuLs6itujeyl++fBmtW1svsjB37ly8+eab8Pb2tlv59PR0nD9/HqNGjTLKS0tLw8KFC4WZjiZNmqBly5bo06cPAG1/dNdL315XrlwxuGaE+LB59P3000/Cw7/+7mamPoTj0Gg0SEtLs8seDYTjqW576VSEmj3d1WwZVVESOI5Dp2vP4L/16+KMTAaWAYLZXOyULRCWCOmUhJyZ6rYXYR1kr+oj0DMQLeq1ED6WOAEADDZ3qiyNGjVCu3btsHbtWuzYsQOpqalYs2aN8AZf3znYunUrEhIS0LBhQ8yZMwcqlQoAsGXLFnTs2BH169eHj48Pdu7ciWbNmgEAzpw5g5iYGIva0uOfnYGPHTtmdT9OnjyJU6dOYcKECXYt/80332DYsGGCxrwO3dKnAQMGCGll/z537hwiIyMN7MVxHE6cOOF0yki1DZsdgYcPHwr/Xr58OW7fvg2lUilsZlL2QzdmgqgZVOQM8OosQUloRNrbQuAwAMgYNSkJEQRRI2EYBj/++CM6dOiAlStX4t1330V+fj6mTp0KAAZBtAMGDMCRI0dw/Phx/PDDD9i/fz/27duH999/H+vWrcO9e/dw8eJFuLm5oWXLllAqlbhw4QJatWplUVtCQkIQFxeHX375xep+HDlyBJmZmWjQoAHq16+P77//HkuXLsUrr7xic3mO47Blyxa8/PLLRsdfunQJnp6eQhB0aWkpLl26ZNDXtLQ0o5mNpKQk5OfnCyqShDix2RGIiooCz/Nwd3fHv//9bwQGBpJuM0GIBJ0zENm1h8l8/eDhXhf+VcYZoOBhgiBqJmFhYdi2bRuSk5Oxd+9evPPOO7h16xYkEgmaN28OANixYweuXr0KAHj06BFKS0sRFRWFM2fOIDQ0FE2aNEF2djZeeuklhIeHQyaT4fHjx0IspKXMnDkTe/fuNRs7uXHjRhQWFhqlT5gwARcuXMDff/+Nv//+G8OGDcP06dPx6aefmqzHkvIHDhyASqXCwIEDjY5PS0szmOk4e/YsGjduLMQ25OXlIScnxygIecOGDejcuXOlJVKJ6sVmR0AXYV9UVGS0Sx9RtVBgnLioKfZipVL0fMX8VLLOGQjNbYWouz1qrTNQU+xFWAbZS1zYY1fYspSVsszMzER4eDhcXFwAAMnJyejUqRM8PT3xyiuvICEhAWFhYRgzZgwePHiABg0a4JVXXkGLFi2EB+R69eohPj4ejRo1sljOc+TIkWjfvj2WLl1qVfs9PT0RHBwsfNzd3eHl5YV69eoJZQYOHIglS5ZYXP7bb7/FCy+8YPKFbXp6uoEjUHYJVHp6OqKioiCVSgV7Xb58Gdu2bcOHH35oVd+ImgfDV2IR/+uvv45Vq1YhNDQUixcvRs+ePeHv72+3wB+xoFAohIj5wsJCu++SSBCOguc4/PbFp2aVhACAcYmE1KMf1nWeDSnHY8+tbAT+s9SvhJcKSkIAMHdgpNMrCRGEGOE4Tnhp17x5c6f+nc7JycGNGzeEv4cMGYKOHTti3bp1JhWFHElGRgZ+/fVXvPPOO051zQ8dOoSLFy9i0qRJ1d2UWkdFY9naZ1Kb1/Lo3rowDINr166ZXHemD8MwtOGEA+B5Hvn5+fD29nbImxXCvtQ0e1mqJMRwPdDqTnekByYLkqK1QUmoptmLKB+yl7jgeR4ajQYSicSh9tq1a5fD6q6I6OhoREdHV9v57Ym+vXr27ElBwk6Cze6p/kQCwzAVKgeRepBj0Gg0yMrKomBskVAT7WWpklDHK0MBADMD/GqNklBNtBdhHrKX+HDERlTm4hUpjrHy0MZhzofd5qkYhjH7IQiiZmOJkpBGkYjnTv9b2HWYlIQIgqiJuLq6WpVOELUZm93jRo0a0UM+QTgROmfgN6kUWUeTjPJ59UXUuQ88d/rf2P7UfzEuyB8bs+8hRqkUgodfUs7FCb4FVh+6DACY09/8VvcEQRCOoLS01Gw6xfARhCE2OwLXrl2zYzMIW2EYBnK5nJwykVDT7aVTEjLlCAC1zxmo6fYiDCF7iQ9HBNCai0ekOMXK40wBz4QWmy2q24XPUg4cOGDrqYhykEgkiImJIck8kSAGe8nreCEqznwQGK++iDq56eiX9ap2mVCgP+780x8Zo8E3smXwhlYbe/Why/gy+XKVtNsRiMFexBPIXuKCYRi4u7uT4yYSyF7Oic2OwMiRIy12Bn744QcMGTLE1lMR5cBxHHJycsBxXHU3hbAAMdhLpyRUXvAwr8pCaG4EWt3pDjXL4OI/+tz6SkI6lv2WhTv5xeaqqtGIwV7EE8he4oLneahUKhITEQlkL+fEZkdg9+7dFjkDX3zxBeLj463ajY+wHI7jcOXKFfrhEwlisZdlSkJH8PTVYQCcV0lILPYitJC9xIe59fyVgVSDHIcj7EVUL5Va7LVnzx4MHz7c7EP+/PnzMWPGDLopE4QIqVhJ6CygKcVzZ94iJSGCIGoMpBpEEJZT6aiPxMREjBgxwsgZmDp1KhYvXkxTSAQhYgRnoGMXk/mqogPwLQw04wxoDJyB1YcukzNAEITDKU81iCAIQ2x2BPr27Ss85CcmJgozA0qlEqNGjUJCQgJ4nhf2Eli+fLndGk08gWEY2kVTRIjRXqxUit7jp5jO1FyCSrHbaZ0BMdqrNkP2Eh+OCOwm1SDHQYH4zofNjsCuXbswcuRIwRnYu3cvhg4dioEDB+Knn34Syrm6umLbtm2YPXt25VtLGCGRSBAVFUWDUySI1V7lPVjx6otQFSWiniII/c6PdyolIbHaq7ZC9hIXJPcqLshezonNjoCLiwt++OEHjBs3TnAGfv/9dyQlJQHQRpfXq1cPv//+O5577jm7NJYwhuM43Lp1i+IwRIJY7SWv44XIrj3M5vOqLPBcMcIfxjiVkpBY7VVbIXuJC57noVQq7bqEeOPGjfD390dmZmaFZdPS0vDqq68iLCwMbm5u8PT0RNu2bbF8+XI8fPhQqI9hGKSmplrVDt1qiIo+umcmMWBPexUWFmLWrFkICgqCm5sb2rRpg++//96iY5OSksxez2PHjtn1XAsWLADDMMjNzbWqf2KiUiH0LMti/fr18PLywmeffQaGYYQvSNOmTbF79240a9bMLg0lTKP74QsICKCNPkSAWO3FsCwGTp0FjVqNi8eOmiyjKkqCi8cAdLr2DNIDkzEzwE/YbCyY0SoJvaR8Byf4FoKS0JIRrau2I1YiVnvVVshe4kOpVMLln5cGjkZfNWjdunWYNm0amjdvjjlz5qBFixZQqVRITU3F2rVrkZKSgp07d9p8rpSUFIO/33//fRw6dAgHDx40SG/RooXN56gO7GWvkSNH4q+//sKyZcsQERGBLVu24MUXXwTHcYiPj7eojiVLlqBnT8M9b6Kjox1yLmfGIkfg8OHD5eaPHDkSWVlZ2LdvHwCgfv36WLp0Ke7cuYM7d+4I5bp161aJphIEUZ3oAod3ASadAV6dBZUCcHHvgef+noPtbT4qs/OwVklopmo6rvMB2HIc4Hng9d7NEOgtr/oOEQRRq9CpBqWkpGDq1Kno27cvfv75ZwM1ob59+2L27NlITEys1Lmefvppg7/9/PzAsqxRem1kz5492L9/v/BADgA9e/bE9evXMWfOHIwePdqi5X3NmjWr8Hra61zOjEWvTHr06IGePXuW+9m/f79Q/sGDB3j++ecN8nv16uWwThAEUTXonAFzy4R4dRaUBWvhdT8dz53+t8ng4TWyz/CzbB46MJnYeuImOi09iC8PiyNmgCAI8aJTDVqyZAkYhkFCQoJJSVGZTIZhw4ZVdfNER0FBgdm9pDQaDRQKhcm8nTt3wtPTE6NGjTJIf/XVV5GdnY3jx4/brY2OOFdWVhbCw8PRsWNH5ORol7zqlhClpaVh1KhR8Pb2hq+vL958802o1WqcP38eAwYMQJ06dRAaGlqjBHSsmjvleb7cj26NlrmyhP1hWVZ400DUfJzBXqxUip6vTCi3DKc6hzq56eiX9apR8DCg3WdAP4B46Z6sGhlA7Az2qk2QvcRHVW7ypVarodFocPDgQbRr1w4hISFVdm5nQSqVYtOmTYiMjIS3tzfkcjm6d++O1atX4/r16ygpKUFSUhK6du2Kc+fOmawjIyMDUVFRRrZv3bq1kG8J06dPh1QqhZeXF/r374+jR41nqu11Lh3Jycno3LkzWrdujUOHDqFBgwYG+c8//zxiYmLw008/YeLEifj000/xxhtvYPjw4Rg8eDB27tyJXr164e2338aOHTusOrejsPhuacmDPD30Vz0sy6JJkyb0wycSnMVe8jpeiIrrWW4ZXpWF0NwIo+BhQDwBxM5ir9oC2atybDq7Cb1/7I3eP/bGX3f/Msi79fiWkLfk+BKjY2ccmCHkl+XnSz8Leb9f/11IZxgGGokGfbb3Qe8fe+Ptw2/bv1NlyM3NRVFREcLCwhx+LmtJSUkBy7JYvHixzWU9PT0NPizL4uOPP7ZL+xiGwalTp/Dvf/8b8fHx+O2335CQkCC8+Q4NDYVcLkefPn0QHR1tNv7hwYMH8PX1NUrXpT148KDcdnh7e2PmzJn48ssvcejQIaxcuRI3b95Ejx49sHfvXrueS5/NmzejX79+ePnll7Fjxw64u7sblZk0aRLee+899OnTBx9++CHatGmDVatWYcmSJZgxYwb69OmDhIQE+Pn54bvvvrP43I7EIld87Nixjm4HYSMcx+Hq1asICwujHz8R4Cz2YlgWA6bMBMDj3JEks+VURUnoeGWoUfAwy0AUAcTOYq/aAtmrcihUCuQUaZ1zpcZwk1CO54S8AmWB0bEPSx8K+WUpVhcLecXqJ84+z/MoLnmSl1eaV+k+lIdUKjW7lKW64TgOs2bNQocOHSpVtrCwUPj3nTt3EBISgpEjR9qljTzPIyAgAGfPnoW/v7+QPn78eOTn5yMlJQXFxcXo0KEDGjZsaLTRrD7lSZBWJE/61FNP4amnnhL+jouLw4gRI9CqVSu89dZb6N+/v93OpeODDz7A559/jo8++ghvvPGG2XJDhgwx+DsqKgpnzpzBwIEDhTSpVIqmTZvi+vXrFp3b0VjkCGzYsMHR7SBshOM43L9/H40bN6YfPhHgTPZipVIMnPYmerw8AYe++QpZR5OMyvDqLGgUGjx3+t/Y/tR/DYKHAQgBxC8p5+IE3wJbjt9EXXcZ5vSPrOLemMaZ7FUbIHtVDg8XDzRw1y51kElkBnkswwp5XjIvo2N9XX2F/LLIpXIhTy41FAbQqDVCno+rT6XaXxGurq7w9vaGu7s7rl696tBzWcuXX36JLl26CLKl9ij73XffoVOnTkazHytXrsTRo0fh4uKCXbt2ISoqCr/88guWLFmCzZs3IygoCLt370bjxo2N6mzQoAH27NmDzz//HKmpqXB3d0fXrl0xfPhw9O3bF35+fjh58iQmTJiA999/H7GxsUZ11KtXz+SbeF1/TL3BrwgfHx8MGTIEa9euRXFxMeRyuV3PtXnzZjRs2BAvvPBCueXK1ieTyeDu7g43Nzej9IICY4e6OqA7JUEQNsOwLNy9fTBw6qxyAogvos79v/GvP/6LqLs9MC7IH4flrgYbjol592GCcBbGthyLA6MO4MCoA2gf0N4gL7hOsJD3n47/MTr2896fC/llGd50uJDXp3EfgzwPFw/8/tzvODDqAD7s9qF9O1SG0tJSSCQS9O7dGydPnsStW7ccej5LefDgAVauXIn58+fbtey3336LV155xSg9LS0NJ06cwOzZs5GTkwOVSoXevXtj2LBhyMnJQVhYGDZu3GiyzmPHjmHatGno27cvdu7ciY8++ggsy2LKlCkICQmBm5sbunfvjpCQEERFRZmso1WrVjh37pzRTs/p6ekATEuAWoJuWbr+W357nSsxMREuLi6Ii4urMW/y7QU5AgRBVJqKAoh59UVwikR0ujIcvS78C9MD/DE4JMhATYicAYIgHInuYXDu3LngeR4TJ040uXxFpVLhf//7X5W1a+7cuXjzzTfh7e1tt7Lp6ek4f/68kVoOoHUEFi5ciHbt2sHNzQ1NmjTBqFGj0KdPH0ilUkRGRkKj0Zist1GjRsjIyMC8efMwYMAAjB8/Hjt37sT9+/exb98+/PLLL7h58yYSEhLg4eFhso4RI0agsLAQP/30k0H6pk2bEBQUhI4dO1Z4Hcry6NEj7Nq1C23atDF4+26vczVu3BhHjhyBq6sr4uLicPHiRavbWFOxaGnQnDlzMGvWLDRs2LDSJ7x16xZWrFiB//73v5Wui9AGxwUHB9M0uEhwZnvpAojPHTlkMp9XX4SqKBFhDwai3/nx2Nd8PcYF+mPPrWwEajSQMRp8I1uGjqVfIB+eWH3oMrzcXDC5e5Mq7skTnNlezgjZS3zIZLKKC9lAamqqwT5GgHaPoxdffBGdOnXCmjVrMG3aNLRr1w5Tp05Fy5YtoVKpcPr0aSQkJCA6OhpDhw4Vjj148CCuXbtmdJ5BgwaZDBq1lJMnT+LUqVNYu3atXct+8803GDZsGHx8fAzSOY5DZmYmBgwYIKRlZmZi9uzZwt/nzp0zu9FWaGioyQ3FvLy80Ldv3wrbBQADBw5E3759MXXqVBQUFKBp06bYunUrEhMTsXnzZgNd/+TkZPTu3Rvz5s3DvHnzAADx8fFo1KgRYmNjUb9+fVy8eBEff/wx7t27ZzSTYc25KiIwMBDJycno378/unXrhv3799s8e1GTsMgR+Pjjj/HZZ5/hueeew0svvYS+fftaJfmlVquxb98+fPfdd9i+fTvUajU5AnZC98NHiANntpcugFitUpndfZhXZYHneiD8YQxa3emO9MBkXHRxQaBGY6AklM97AtAqCQ1rE1RtG445s72cEbKXuGAYxmGOwOeff24yvXfv3ggNDcXEiRPRoUMHfPrpp/jwww9x9+5duLi4ICIiAvHx8XjttdcMjnv7bdOKRlevXkVoaKjN7Txy5AgyMzMFGcrCwkJIJBJcuHAB33zzjU1lOY7Dli1bTDoMly5dgqenJwICAgBol0tdunQJrVq1EsqkpaVh2bJlRsfa0147duzAu+++i3nz5uHhw4eIjIzE1q1bjdbg8zwPjUYDjuOEtNatW2Pbtm1Yu3YtCgsL4evri65du+Lbb79F+/bty57K4nNZQv369XHw4EEMHjwY3bt3x969e03GQYgJhrdA65NlWYM1V97e3ujfvz/at2+Pdu3aITQ0FHXr1oWnpyceP36MR48e4dq1azh58iT++usv7N27VwiK0O03YG7aSYwoFAp4emofXAoLC81OhzkCjUaDCxcuICIiotbvjicGaoO9OLUauz7/r1lngJFGwsVjAMDySOj0JqQ8bxBArOSlgpIQAMR3DKk2JaHaYC9nguxlHo7jcP78eQBA8+bNa8SsCc/zKCkpgZubm8XqLZbw8OFDXLlyxSg9PDzcpkBUR1JYWIi8vDzhb50M59tvv4169erZVHb//v0YM2YMsrOzjV7abt++HQkJCdi3bx8A4NSpU3jhhRdw4cIFAEBeXh4CAgJQWFhodKyj7EVYR0Vj2dpnUote6/fr10/40gDaL8oPP/yAH374waJGl/U1yko7EbbD8zzy8/Np7waRUBvspdt9eBdg0hng1VlQKTRw8RiM5868he0xyw3UhEwpCfE88HrvZlU+M1Ab7OVMkL3EhyNeCpraLbi89OpEp/evw93dHV5eXgYP9gMHDkRcXBz+85//VFgW0AYJv/DCCyZXbqSnpyMmJkb4+8yZMwZ/p6enm9yAS4czvcQltFg0IwAAhw8fxn/+8x/8+eef2gP1dhA2W3mZMp06dcLSpUvRrVu3SjW6plGdMwJqtRqpqamIjY2t0h0aCduoTfbi1Gr8tmaFSVlRAGCkzeDiMRgPPe9ge8xyEzMDEsEZ0DF3UCQmd6u6mIHaZC9ngOxlnpo6I6BQKODh4VFrZwTEhKPsRViHvWcELL4TdOvWDUePHsWpU6cwdepU+Pj4VPjWhed51KlTB5MmTcKJEyfwxx9/OJ0TQBCEaSxRElIpdsO3MBDPnXkLaobBuCB/IyWhgewxtGCuAQCW7skiNSGCIMqlrFRkRekEUZuxeEagLBzH4cyZMzh69CjOnTuH3Nxc5OXlwcvLC35+fmjevDm6dOmCtm3bOv1azeqcEeA4Drm5uahfv36NeMNDlE9tsxfPcfjti0/NKgkBAOMSCZnHQFytl4Z9zddDyvGCkpCOEt4FHUtXIx/acTZ3YGSVqAnVNnuJHbKXeWrqjIBarYZUKrXrG+acnBzcuHHDKL1Ro0ZCoC1hPY6yF2Ed1RIjYAqWZY22eSaqHpZl6cYmImqbvSqrJAQAHM8gl/euFjWh2mYvsUP2EhcMw5iUoiRqJmQv56T6XwkQlUKj0eDMmTMUwCMSaqO9dMHDzZ7uaraMqigJHMeh07VnAAAzA/yEJUIswyOYzcVO2QJhwzEewOcHHb+hS220l5ghe4kLnudRVFRk9+Buc/EhFDdSORxlL6J6IUdA5PA8j+LiYhqYIqG22qsiZ0CrJLQb4BiT8QIABDUhnTOw5fhNh8cL1FZ7iRWyl/jQ14e3F2JSDRIbjrAXUb2QI0AQRJWgcwYiu/YwmW8uePiw3BV3/okz0gUQ65yB1YcuU/AwQRAGlJaWWpVOELUZcgQIgqgyLFMSSoTv47qY8OfHiLrbA9MD/DE4JMhITUjfGZi7Iw138ourpA8EQdRsSDWIICyHHAGRI5FIEBkZ6fTKTM4C2QuQ1/FCVFxPs/m8OgvKgrXgig6i89URaHWnO1QMg3GB/gYzA9/IlsEbhQCArSduovPSg9j2l7FSSGUge4kLspf4cHNzq+4mEFZA9nI+yBEQOQzDwMfHh6S8RALZ64mSUHnBwwDAKTPAc8Xocm0kWt3pDjXL4OI/ihUcD+TyPghmcoTyPIC5O9LtOjNA9hIXZC9xwTAMSVGKCLKXc0KOgMhRq9X466+/aMpTJJC9tFiiJASYVxNiGQhKQvobjnG8fdWEyF7iguwlLnQ71ZJqkDhwlL2I6oUcASeApPLEBdlLi84ZiIrrYbZMRWpCMkaNNbLP8LNsnsPUhMhe4oLsJS4c8VBJqkGOg5wA58NmR+DGjRu4ceMGbt++bc/2EARRi2ClUgyc9iamJmxGyx59TZYxpyZUnrQoqQkRRO2FVIMIwnJsdgRCQ0MRFhaGDh06lFtu6NCh6Ny5M7p06WLrqQiCcGIYloW7tw+6xY81W8YyZ4DUhAiCqFmqQYsWLUKLFi3AcRwYhrHok5SUVOXttJavv/4aDRs2hEKhqO6mEJWkUkuDeJ6vcJooNTUVx44dw7Fjx2w6x+3bt7FixQr069cPjRo1gkwmQ0BAAJ599lkcP37cqro4jsOqVavQunVryOVy+Pn54fnnn8fFi47fodRRSCQStG7dmlQyRALZyzwVqwldhKooEfUUQeh3frzWGdBTEgLsryZE9hIXZC/xIZfLq7sJDiM7OxvLly/HokWLwLIsUlJSDD6DBg2CXC43Sm/btm11N90sOnuNHTsWHh4eWL58eTW3iKgslYqcsSRyXKlUVuYU+Pzzz/Hhhx+iSZMm6Nu3Lxo0aICLFy/i559/xs8//4ytW7fi+eeft6iuKVOmYN26dWjRogVmzJiBe/fuYdu2bdi3bx/+/PNPtGjRolJtrS5kem9FiZoP2cs0OjUhtUqFi8eOmizDq7LAcz0Q/jAGre50R3pgMk66ydCuRIlAjcZATSif99QeA62aULcIPwR6W//QQfYSF2QvccGyzhuquHLlSvj4+GDkyJEAgKefftog38/PDyzLGqXXZHT2kkqlmDx5Mt5//328/fbbcHd3r+aWEbbisBHI8zwOHTqER48eAbDMaTBFhw4dcPjwYVy6dAlff/01li5diu3bt+PQoUOQSCSYOnWqRev+Dh06hHXr1iEuLg6nTp3C8uXLsWnTJuzevRsFBQWYOnWqTe2rbjQaDVJTUylATiSQvcrHEjWhskpCcxv4CRuO6asJ6ZYIAbarCZG9xAXZq3o5c+AmEmYm48yBmxYf44ilJVKpFDt37sQLL7yAzp07Y/jw4dizZw9mzJiB5s2b2/18plAqlfj6668RHx/vVM6Ovr3GjBmDgoICfP/999XYIqKyWPztXLhwISQSifABtA/79+7dM0jXfaRSKfr06SM4AF5eXjY1cOTIkYiLizNKj4uLQ8+ePfHw4UOkp6dXWM+6desAAIsXLzZQDujduzf69++Pw4cP48KFCza1kSAI+1GRM6BVEkoENKWY8OfHTzYcK6MmtFm21EBa1N5qQgRBPOHMgZs4+uNFqEo1OPrjRaucAXszf/58fPzxx+jZsyc+++wzvPLKK/jkk09w+PBhxMbGVkkbjh8/jgcPHqBnT/PLHcVOQEAAIiMjsXv37upuClEJrHJTdTEB+nEB+mmmPoB2NsARa95c/tlcyBJt4KSkJHh4eJgMWu7fvz8AIDk5udw6FAqF2Q9BEPZD5wxEdu1hMl/YfVixH52uDH8SM2DgDGiMpEUpgJgg7I/OCdCnupyBX3/9FatWrcKiRYswefJkxMbGYuTIkRgzZgzu3r1bKUeA53l4eXnh7t27FZZNSUkBgEo9+6xfvx5NmzaFp6cnoqKicPnyZZvKp6WlIS4uDl5eXmjRooVdg5Hbtm2LP/74w271EVWP1TECujf8+g/55cHzPFiWxTvvvGND88xz48YN/P777wgICECrVq3KLatQKHDnzh1ER0ebDCJr1qwZAFQYNOzp6Vlhu9RqtaBMwLIsWJYFx3HgOE4oo0vXaDQGTpW5dIlEAoZhjBQPJBKJ4HDpT4Xr+lh2elwqlRqVZRgGEonEqI3m0quiT6ba7ix90h2j0Wicpk+WpNvSJ7As4uLHIetoEszBqc5BpVAjFIPxXMlb2B6zHOOC/LEx+x5i/olP0s0OvKScixN8C2w9cRNbT9zE2/0jMDEurNy2664Hz/NG14DsVPP6ZOp+KPY+mUq3tU88z4NhGOE66f5dFmvTj/96xShNl966V7DJPODJc4Q927Jo0SLExsaiV69eBukhISEAgHbt2hkcZ039V69ehaurK/z9/SsUSrl9+zYYhkG9evWMypatW/95Svfv//3vf1i5ciV++eUXtGjRApcuXULdunXNtt1ceaVSiREjRuDNN99EUlISfvzxRwwfPhyXLl1CvXr1yu1DWfTtpcPPzw85OTlQq9Umn6/sZVdr062hutpoa5/07WDqnmetOpbFjoCPjw8aN24s/H39+nUwDAOWZREcbDzQWZaFt7c3WrdujSlTptg1GEalUuHll19GaWkpli9fXqFCRH5+PgDA29vbZL5u2ZKuXGU4deqUEFXv5+eHJk2a4OrVq7h//75QJjg4GMHBwbhw4YLBOcPDw9GgQQNkZGSguPjJG8vIyEj4+Pjg9OnTBsZu3bq1MCty+vRpIT02NhZKpRJpaWlCmkQiQfv27ZGfn4+srCfLI+RyOWJiYpCbm4srV57czL29vREVFYXs7GzcunVLSK+KPslkMqSmphpcV2fr0+nTp52uT4D97XTz5k34RUbjflYGzCGoCTED0e/8eOxrvh7jAv2x51Y2Av9ps05NqGPpF8iH1qH/cO8F3Lx5E8Mi3MvtU9u2baFUKg2WIJKdam6fgCf3Q2fpkz3sdOfOHSgUCsjlcigUCshkMri5uaG0tNTgwUEmk0Emk6GkpMSgja6urnBxcUFxcbGBo+Hm5oaOw8KNZgQAoMOwMKMZcw8PD3AcZ3BdiouL4eHhAY1Gg5KSEiGdZVm4u7tDrVYbxAJKJBLI5XKoVCoDQZIHDx7g5MmTWLRokVFb7ty5A5ZlERERAYVCgfPnz+Ott97C6dOnwfM8Ro8ejf/+97+4desWZs2ahZMnT0KlUmHEiBFYuXIlLly4gK5du0KtVqNOnTpo1qwZjhw5YrZPjx8/Fn6f9a+Bfp9UKpWQX7ZPixYtwgcffIAmTZqAYRiEhIRArVYLdZW1k658REQEGIZBw4YNwXEc/v77bzx69AiTJ0+GRCLB0KFD8X//93/4/vvvMW7cOMjlcrAsi48++ggpKSlwcXFBYmIioqKisGPHDixevBjbtm1DQEAAfvrpJ0RGRhrYSeeAl5SUwNXV1SI7SaVSu333pFIpioqKDB6cdX2y5LvHMIxdvntV2SeO46DRaFBcXAyNRoPS0lKDe4S1Ij0Mb6MrpQt+CQgIQHZ2ti1V2ATHcRg7diw2b96MiRMnIiEhocJjsrOz0bBhQ3Tp0gVHjxqrkRw5cgTdunXDpEmT8OWXX5qtx9wSIIVCAX9/fwBAXl4ePDw8AFTdjIBCoYCbm5swO+Osb/ucoU+6G6ZusDtDnyxJr0yfOLUa+xI+x/k/yl+6J/OaAlbijj9CdyA9MBmr7+Sg2z83do4Hsvn6mKyahbN8+JNzATg8pzsCvd1Mtp3neSiVSsjlcoM2VrZPOpzJTjWhT6buh2Lvk6l0W/qkVqtx4cIFMAyDiIgIsCxr1zeYfx+4gT9+vCSkdRnVFDG9QozK6qM/M8GybKXbkpqaig4dOiAhIQFPPfWUQd6UKVNQWFiIc+fOAdA6WW+++Sbi4+NRUFCACxcuIDY2FpmZmcjNzUXnzp1x+/ZtxMXF4euvv0bfvn2xfPlyXLt2DV988UW5/QKAd999F0uXLsXjx4+FZ4KybX/11Vexfft2PH782CBdo9FALpfjww8/xCeffAIXFxeMHTsW8+bNM1iFYUn5jIwM9OzZE7m5uUL5iIgIDB48GJ9++qlQ17/+9S8cOHAAP/30E1q2bIkuXbqgtLQUK1asQI8ePTBy5Ei0a9cO//d//2cQ/DxlyhRs2rQJJSUlNfLtuSXUtDf/FfWJ4zhcuHABPM+jefPmwr1Gh0KhgI+PDwCgsLDQ6PtXFpvlQ7t16waGYeDr62trFVbD8zwmTpyIzZs346WXXsLatWstOk43E2DujX9BQYFBOXNUdDEB7Q26bMyC7kehLOZmMsylm4qF0Gg0OHv2LGJjY43yTZVnGMZkurk2Wptujz5Zmy6mPqnVasFe+g8qZRFTnyxNt7lPUikGvzYbvcZOxKFvvjK7VEhVlAQXjwHodO0ZpAcmY2aAH1bey0EzpRqBGg2CGa2a0EzVNFznA5DJh4IHsObwFSwZ0dpk29VqNdLT002Or0r1ycJ0UdnJwnRH9snc/VDMfTKXbkufdPcc3cZVun+bwtr0Nr0bgQGD479eQcdh4YjpXb4ToKOoqEj4ba1sWxo0aAAAuHLlioEjcODAAZw8eRKjR48Wjrly5YrgNHl7e6N9+/YAgJYtWwrHhYaG4umnn0ZeXh4YhkF6ejri4uIsUkGMiooSztO6dWuj/LIP9Pr/1i21+f3335GRkYG8vDz069cPYWFhGDt2rFE95ZV/8cUX4enpic8//xxTp07FDz/8gEuXLqGoqMjgvOnp6Vi4cKEQQ9GkSRO0bNkSfftqd3zXzQToZm90x169elWQXrfXd8le6dZQ09peXp/KjuOy9wJL4mb1sVnTKikpCYcOHcJPP/1kaxVWwXEc/vWvf2H9+vV48cUXsXHjRpM3O1N4eHggMDAQV69eNSkrp4sN0MUKEARRs9DtPjxw6qwK1IR2AxyDiSmfIOpuD0wP8BekRQFtvEDZAOItx29SADFB2IGY3iGYtLK7xU6AvWnUqBHatWuHNWvWYMeOHUhNTcWaNWuEN/j6gcJbt25FQkICGjZsiDlz5gjLdLZs2YKOHTuifv368PHxwc6dO4VngzNnziAmJsaitvTo0QMAbNpMVbe8+O2334aPjw9CQ0MxefJkJCYmWl1eJpNh586dwvKe7du3o0ePHgZLujmOQ2ZmJgYMGCCklf373LlziIyMNDgvx3E4ceKEUysj1QbsIm6bl5eHU6dO4ciRIzh8+LDZj61wHIcJEyZgw4YNGD16NL799lurd47s3r07FAqFyej2vXv3CmUIgqi5VKwmdBEqRSIYTSk6Xx2BfufHG0mLAk8CiHXOwNYTN9Fp6UF8ebh8VQ6CIGouDMPgxx9/RLt27bBy5Uq8++67yM/PF/YJ0hcWGTBgAI4cOYLjx4/jhx9+wP79+7Fv3z68//77WLduHe7du4eLFy/Czc0NLVu2hFKpxIULFyoUJ9EREhKCuLg4/PLLL1b3o27duggKCrL4TXdF5XXKPg8ePMD27dtx9epVdOjQQci/dOkSPD09ERAQAAAoLS3FpUuXDPqalpZmNLORlJSE/Px8jBkzxtouEjWISjkChw8fRqdOnVCvXj20b98ePXr0QM+ePU1+ykbwW4puJmDDhg0YNWoUNm/eXK4TkJubi6ysLOTm5hqkT5o0CQDw3nvvGQRSHDhwAHv37kW3bt0QERFhUxurG2udIqJ6IXtVDlYqRc9XJpjN10mLqhSJCM1thefOvGUkLQpoA4j1nQEAWLony2ivAbKXuCB7iQt7LOvQJywsDFu3bkVycjL27t2Ld955B7du3YJEIhHeaO/YsQNXr14FADx69AilpaWIiorCmTNnEBoaiiZNmiA7OxsvvfQSwsPDIZPJ8PjxYyFmyFJmzpyJvXv34vbt2ybzN27ciMLCQpN548aNw/Lly/H48WPcunUL69atw+DBg82eq7zyGRkZKC0txePHj/HOO+/A39/f4G1/WlqawUzH2bNn0bhxY2HJVl5eHnJychAZGWlgrw0bNqBz584OkYcnqg6bHYEjR46gX79+OHHihIGEUXkfW1i0aBE2btwIT09PREREYPHixViwYIHB5++//xbKr1q1ClFRUVi1apVBPT179sSECRNw5MgRPPXUU3jrrbcwduxYDB48GF5eXlizZo2tl6JakUqlaN++vdVrwojqgexlH+R1vBAVV/50NKc6p1UTUgQ92Wcg0B939B4UdWpC3njyY7z60GV8maydGSB7iQuyl7jQKbbY2xkoS2ZmJsLDw4UlNMnJyejUqRM8PT3xyiuvICEhAWFhYRgzZgwePHiABg0a4JVXXkGLFi2EB+R69eohPj4ejRo1MnibXh4jR45E+/btsXTpUqvbPH/+fAQGBiI4OBhPP/004uPj8dJLLwn5AwcOxJIlSywqv3HjRvj7+6Nhw4a4cuWK0SxFenq6gSNQdglUeno6oqKi4OLiItjr8uXL2LZtGz788EOr+0bULGxWDerduzcOHTokDOCKqmEYxqZt38eNG4dNmzaVW2bDhg0YN24cAGDBggVYuHAh5s+fjwULFhiU4zgOq1evxpdffilMhfXs2VOQ3LIVhUIh7DFgSYS2PeF5Hvn5+fD29nb4zZSoPGQv+8Gp1dj1+X9x8ZixEpg+ZdWElubcR7sSJQI1GkFN6F31eNznfZDJhwLQqgn9ObcXArzcyF4igsaXeTiOw/nz5wFAUBqpbnSKNzo1JXuRk5ODGzduCH8PGTIEHTt2xLp164SA4qoiIyMDv/76K955550acc0rg769kpKScPHiRWG1BVF1VDSWrX0mtdkR8PLygkKhAM/zcHV1RZcuXdCgQQPIZDKzA3rDhg22nKrGU52OgFqtRmpqqllVE6JmQfayL5xajcS1K3DuSJLZMow0Ei4eAwCWR0KnNwEALjyPDXqbjgGAkpfiJeU7OMFrFTAGtwrAOwOa4/bFDLKXSKDxZZ6a6ggoFAq7zwo8fPjQYC8FHeHh4VWqdOhsOMpehHXY2xGo1J1Sp/+7a9cu9O7duzJVEQRBWA0rlWLgtDfR4+UJZqVFtWpCGrh4DMbElE9wLPQXpAcmV7gD8e70u9idfhdjWsqhJzZCEEQNx9XV1ap0gqjN2PxKoE2bNgC0slXkBBAEUV3oS4taoyZkaQDxd2eL8fH+C47uBkEQdkJ/J1hL0gmiNmOzIzBr1iwA2q3B9bc2JqoWhmEgl8tpmk4kkL0ch8VqQkX7EfagtVUBxGuSrwoBxETNhcaX+HDEEqWyOzdXlE5YTk1YUkbYF5stOnLkSMyaNQs8z+OZZ57Brl27DLY1J6oGiUSCmJgYkswTCWQvx2KRmpAyAzxXjPCHMWh1pzvULIOLLi5P8nkgl/dBG/YSWjDXhPRlv2XhzM1Hjmo6YQdofIkLhmHg7u5OjptIIHs5JxbFCISHh5ebf/36dTzzzDOQSCTw9/eHi96Pqg6d3BRhXziOQ25uLurXr0+eugggezkWhmUxYMpMqFWqctWEVEVJcPEYgE7XnkF6YDJmBvhh5b0cNFOqEajRIJjJxSbZcoMAYh7AM6v/xNxBkZjcrUnVdYqwGBpf4oLneajVakilUrs+XJoLFKcA8srhKHsR1YtFo+LatWtgGMZIIlT3RdDlqdVqsxtn0JfGMXAchytXrsDX15d++EQA2cvx6HYfTnSRmlUTMhVAPD0w2UhNqGwAMaDddKygWIU5/SOrqEeEpdD4Eh+lpaV2f0CnYGHH4Qh7EdWLVXdKhmEMPro0U3llyxEEQVQVOjWhqQmb0bJHX5NlTAUQqywMIF596LLRDsQEQdQMKFiYICzHYkfA0t2D7bWjMEEQRGXQqQl1ix9rtowQQKxIRGhuKzx35i1BTeiw3FUIItY5AwPZY0LcwOpDlzF3Rxru5BdXRXcIgrAQChYmCMuxyBHgOK7SH1t2FSYqhmEY2kVTRJC9qh6LAohV56AqSkQ9RZCgJjQ9wB9DgoMMnIE1ss+wQzZfUBTaeuImOi89iG1/3SiveqKKoPElPiiwW1yQvZwPWkQpciQSCaKiomhwigSyV9WjCyBu9nTXcsvxqiwDNSEAUBopCjHI5b0RzOQ8OQ7A3B3pNDNQA6DxJS5I7lVckL2cE3IERA7Hcbh16xZJt4oEslf1oAsgjorrUW45VVESOI5D52sjBGdgZoCfEDPAMjyC2VzslC0wiBngeODzgxcd1n7CMmh8iQue56FUKu2+hJhUgxyDo+xFVC82OwKHDx+2+HP06FGcPXsWJSUl9mw7AfrhExtkr+pDP4DY/A7EWVApEsFriivYgVhtFDOw5fhNihmoZmh8iQ/lPwpd9mLjxo2oV68eMjMzjfLKqgalpaXh1VdfRVhYGNzc3ODp6Ym2bdti+fLlePjwoVAfwzBITU21qh3lCajof5KSkmzua3VgL3sVFhZi1qxZCAoKgpubG9q0aYPvv//eprq++uorMAwDT09Pk/mnT5/G8OHDERQUBHd3d0RGRmLRokUoKiqqsO4FCxaAYRjk5uba1DYxYLN73KNHD6unh2QyGQYOHIjFixejRYsWtp6aIAjCJnQBxAOnzgIAZB1NMiqjDSDOAusShVC+P54reQvbY5ZjXJC/wV4DupgB/b0Gtp64ia0nbtJeAwRRAyktLYWHhwcAYN26dZg2bRqaN2+OOXPmoEWLFlCpVEhNTcXatWuRkpKCnTt32nyulJQUg7/ff/99HDp0CAcPHjRIr63PQiNHjsRff/2FZcuWISIiAlu2bMGLL74IjuMQHx9vcT23b9/Gv//9bwQFBSE/P98oPzMzE507d0bz5s2xYsUK1K9fH4cPH8aiRYtw8uRJ/PLLL/bsliip9DyZNVNEpaWl+Pnnn7F//37s2rUL3bt3r+zpCYIgrIaVStHzlQkmHQEdnOocVAo1fGHbXgPXchV4vXczBHrLq6JLBEFUgE41KCUlBVOnTkXfvn3x888/G8wU9O3bF7Nnz0ZiYmKlzvX0008b/O3n5weWZY3SayN79uzB/v37hYd/AOjZsyeuX7+OOXPmYPTo0RbH+UyZMgXdunWDr68vtm/fbpS/ZcsWlJSU4KeffkKTJtqXM7169cKdO3eQkJCAR48eoW7duvbrnAipVIwAz/Nm9wswla77W6FQID4+HgUFBZU5PQGAZVnhBkPUfMheNQdL1IR49UWoihLB8iy6XBuJVne6a/caCPQX1IQAraLQN7JlgpoQQIpC1QGNL/FRHev2lyxZAoZhkJCQYHKTMZlMhmHDhlV5u8SAvr0KCgqgUqlMltNoNFAoFCbzdu7cCU9PT4waNcog/dVXX0V2djaOHz9uUVs2b96M5ORkfPHFF2bLuPwj9uDt7W2Q7uPjA5ZlIdNb8mkpWVlZCA8PR8eOHZGToxWO0C0hSktLw6hRo+Dt7Q1fX1+8+eabUKvVOH/+PAYMGIA6deogNDQUy5cvt/q8jsLmu+Urr7yCkSNHCnsFeHp6olevXnjhhRfQu3dveHp6Co7CqFGj0Lt3b/j6+gozCHfv3sXGjRvt1Y9aC8uyaNKkCf3wiQSyV81BpyZUUQAxr8oCr8kDz/OCM6A2UhMCcnkftGEvCTEDACkKVTU0vsQFwzBwc3OrUhUajUaDgwcPol27dggJCamy8zoDOnt98803iIyMhLe3N+RyObp3747Vq1fj+vXrKCkpQVJSErp27Ypz586ZrCcjIwNRUVFGTmDr1q2F/IrIycnBrFmzsGzZMgQHB5stN3bsWPj4+GDq1Km4cuUKHj9+jF27duHLL7/E9OnThaVilpKcnIzOnTujdevWOHToEBo0aGCQ//zzzyMmJgY//fQTJk6ciE8//RRvvPEGhg8fjsGDB2Pnzp3o1asX3n77bezYscOqczsKm++Wa9euxY0bN4QH/Zs3b+L333/Hli1bsH//fty6dQvPPvssOI7D7du3sWfPHly9ehUvvPCCUMfu3bvt0onaDMdxuHz5MgXHiQSyV83CkgBiQArl4w1QKRLBcRw6XXsGgFZNSLfpGMsAwWwuNsmW42fZPFIUqiZofIkLnudRUlJSZSo0UqkUubm5KCoqQlhYWJWc01LWr1+Ppk2bwtPTE1FRUbh8+bJNZdPS0hAXFwcvLy+0aNHCrsHIPM/j0KFDmD17NuLj4/Hbb78hISFBePMdGhoKuVyOPn36IDo62mz8w4MHD+Dr62uUrkt78OBBhW3RxXdMnTq13HKhoaFISUlBRkYGmjRpAi8vLwwdOhRjx47FypUrLej1EzZv3ox+/frh5Zdfxo4dO+Du7m5UZtKkSXjvvffQp08ffPjhh2jTpg1WrVqFJUuWYMaMGejTpw8SEhLg5+eH7777zqrzOwqb5+SWLFmC1NRUsCyLdevWwcvLyyC/Tp06WLduHXbs2IGUlBR8+OGHeO+99/DFF19g165dKCwstMjrI8qH4zjcv38fjRs3prdgIoDsVfPQDyDWqNW4eOxomRLadcW6mAEXj8F47ow2gHh6gL9FMQNbjt8Ez4NiBhwMja/K8ffvN/D37zcBAH1fbYGGzZ+snS7ILcaO/54CAIS38UO3FyIMjt39RRru33gMABi3rItB3rk/7+D4r1cAAHGjm6HJU0/eohYXluL7BScBAEHNfNDvXy3t3KsnuLq6ml3KUp3873//w8qVK/Hrr78KD/amHpQrKqtSqTBixAjMnj0bSUlJ2L59O4YPH47Lly+jXr16dmlrcHAwzp49C39/fyFt/PjxyM/PR0pKCoqLi9GhQwc0bNiwXIWh8maBKpoh+umnn/C///0Pp0+frrDstWvXMHToUPj7+2P79u3w8/PD8ePHsXjxYhQWFuLrr78u93gdH3zwAT7//HN89NFHeOONN8yWGzJkiMHfUVFROHPmDAYOHCikSaVSNG3aFNevX7fo3I7G5julTubJ1dXVrGSTl5eXsP5u8+bNALTrsqKiogBAkOciCIKobsruNcBKjNeO8uqLUCl2w7cwEBNTPnkSM2AkL6oxkhfdeuImOi09iC8Pm3/TRxDVibJYDUVeKRR5pdCoDWdVOI4X8kqLjB+mix8rhfyyqJUaIU+tNKyXB4S8EoVjH9JLS0tRv359uLu74+rVqw49lzW8//77+OSTT9CiRQswDIOmTZuaDWAtr+z58+eRl5eHadOmQSKRYPTo0fD39zdSP1q5ciVGjRqF+Ph4eHl5oWPHjrh79y5ef/11+Pr6Ijo62uxDamBgIJKTkxEXFwe5XI569erhmWeewY4dOxAdHY1Bgwbh+vXrGDhwINLS0kzWUa9ePZNv/XXPhOacIEArOzp9+nTMmDEDQUFByMvLQ15enuB05OXlGcQmvPPOOygoKMDevXvx7LPPolu3bpgzZw5WrFiB9evXIzk52ey59Nm8eTMaNmxosKrFFGXbLpPJ4O7uDjc3N6P0miKpb7MjcPPmTTAMg5KSErNr/b///nth2u/GjScBc35+fgBocw+CIGoWuqVC41d8CU5j+m2W1hlIBKMpNdprQLdUCIAgL1p2qdDSPVm03wBRI5HJpfDwcYWHjyskUsPHA5ZlhDxXdxejY+V1ZEJ+WaQyiZAnlRnWywBCnpuHcb32RK1WQyKRoHfv3jh58iRu3brl0PNZgkajwenTp5GWlobg4GCEhYVh4cKFJpdLVVTW1DEcx+Hs2bMGaWlpaThx4gRmz56NnJwcqFQq9O7dG8OGDUNOTg7CwsLMPtcdO3YM06ZNQ9++fbFz50589NFHYFkWU6ZMQUhICNzc3NC9e3eEhIQIL33L0qpVK5w7d05QcdKRnp4OAIiOjjZ7vXJzc3Hv3j18/PHHqFu3rvDZunUrFAoF6tatizFjxgjl//77b7Ro0cIoFqB9+/YALItHAIDExES4uLggLi6uxrzJtxc2P4nXr18f2dnZ4HkekydPxm+//Ya+ffuiQYMGePDgAZKTk/HDDz+AYRjwPG8wLXX79m2hDqJysCyL4OBgmgYXCWSvmg/DsvDxD0RUXE+cO3LIZBlhrwFZNMLQF/3Oj8e+5usxPcAfMo7HrlvZCNRoAGiXCn0jW4aOpV8gH9rZ060nbuL7Ezex7NlWGN2+UZX1zdmh8VU52vRphDZ9TH8fverLjZb86DN4WmuzeVGdAxHVOdBknoeXHGOXdq7SgOG5c+diz549mDhxIn755Rcj5RiVSoXExEQMHTrU4W25d+8e1Go19u/fj4yMDOTl5aFfv34IDQ3F2LFjrSrbvHlzeHp64rPPPsPUqVPxww8/4NKlS0bqPWlpaVi4cCHatWsHAGjSpAlatmyJPn36AAAiIyOh+ef+VZYmTZogIyMDAQEBQtr48eNRUFCA48ePC0uD9PPLMmLECKxbtw4//fQTRo8eLaRv2rQJQUFB6Nixo9ljAwICcOiQ8X152bJlSE5Oxm+//WbwbBkUFISMjAwUFhYarF7R7fNQXqCxPo0bN8aRI0fQp08fxMXF4cCBA2jWrJlFx9Z0bHYEhg8fjtWrV4NhGGg0GuzYscMoAlrnnTIMgxEjRgDQRnpnZGSAYRg0b968Ek0ngCc/fIQ4IHuJA52ikFqlMhEz8AROmQHerSvCH8ag1Z3uSA9MhvIfRSGdI6CvKHSf90EmHwrgiaJQtwg/ihuwEzS+xAXDMDbJN1pCamoq7ty5Y5BWv359vPjii+jUqRPWrFmDadOmoV27dpg6dSpatmwJlUqF06dPIyEhAdHR0QaOwMGDB3Ht2jWj8wwaNMhk0KilyOXasf/222/Dx8cHPj4+mDx5MhITE40cgYrKymQy7Ny5EzNmzMDChQvRrVs39OjRw2BMcByHzMxMDBgwQEjLzMzE7Nmzhb/PnTtnclMvhmHMBll7eXmhb9++FvV54MCB6Nu3L6ZOnYqCggI0bdoUW7duRWJiIjZv3mywh0BycjJ69+6NefPmYd68eXBzc0OPHj2M6ty4cSMkEolR3qxZszB8+HD07dsXb7zxBurXr49jx45h6dKlaNGihcHa/YrQLYvq378/unXrhv3795c7eyEWbHYEFi5cKCgB6Tx5/Wkp3Z4BPM8L01cAsGbNGsHT7N27d2XaTkA7VXjhwgVERERYvAEHUX2QvcSDdpnQG3hcUIC7mabXugKAqigJLh4D0Pma9mVHemAyZgb4YeM/AcQsAwQzWkUh/V2IgSeKQktGmH+bSlgOjS9xoVMNcoSE6Oeff24yvXfv3ggNDcXEiRPRoUMHfPrpp/jwww9x9+5duLi4ICIiAvHx8XjttdcMjnv77bdN1nf16lWEhoba3M66desiKCjIov5bUrZt27b4448/AGjHQ5MmTQzafunSJXh6egpv7EtLS3Hp0iW0atVKKJOWloZly5YZ1W1Pe+3YsQPvvvsu5s2bh4cPHyIyMhJbt241WoPP8zw0Go3NSmDDhg3DgQMHsGzZMsycORP5+fkICQnB5MmTMXfuXKsd0fr16+PgwYMYPHgwunfvjr179yI2NtamttUUGL4Sul3Z2dkYO3YsDhw4YLZMnz59sHHjRgQFBQEATp48icJC7aY7rVq1KjcoRCwoFAphyqmwsNBqXdrKoFarkZqaitjYWIq5EAFkL3GhVqtx4sQJPEz9A+f/MB9Uxkgj4eLeAwwrx9V6adjXfD2kPI+V93LQTKkWZgcAQMlLDBSFAODFDiGkKGQHaHyZh+M4nD9/HgDQvHnzGrF8iud5KBQKeHh42NURUCgUJjXso6KiqvT32VLeffddnDlzBlu3bkV+fj769OmD9957Dy+99JLVZTMyMtCsWTMolUosWrQIhw8fNtiga/v27UhISMC+ffsAAKdOncILL7yACxcuANAG2wYEBKCwsNBoDDnKXoR1VDSWrX0mrdSdMigoCPv378exY8ewa9cuZGZm4vHjx4J+7dChQ9GhQweDY3Rr0giCIMQAy7LoP2Umeo2diMNbNuFs0n6jMkLMgEsUQvn+mPjwExwL/QXTA5NNyItqFYVmqqbjOh+ATD4UW0/cxNYTNzF3UCQmd2tS1V0kCKeitNRYuUiXXhMdgfnz52P69OkIDg5GnTp1MGnSJAMnYODAgYiLi8N//vOfCstu3LgRX331FTiOQ9++ffHLL78YnCs9PR0xMTHC32fOnDH4Oz093eRmX4TzUqkZAUILzQgQlkL2Ehdl7VWUn4c1k4zf0unDSJvBxWMwWJbFFd8zFcwOGC4VAmh2oDLQ+DJPbZoRyMnJMVAq1NGoUSOjnWAJy6EZgZqBvWcEqv9OQFQKlmURHh5eI27qRMWQvcRFWXvJ63ghKq5nucfw6otQFSWC53mEP4wR5EWnB/hjSHCQIC8KPFEU8kahkLb1xE10XnoQ2/4yfpAhyofGl/jQ7TVEiAOyl/Nh0SuTb775BoA2Yn3UqFEGadbwyiuvWH0MUT4sy9IbDhFB9hIXZe2lUxMCeJw7kmT2OF6VBV7TCZD4kKJQFULjS1wwDAMXF8fuHUDYD7KXc2LR0iCWZcEwDPz9/ZGdnW2QZg3mdGnFTnUuDdJoNMjIyEB0dDSpZIgAspe4MGcvnuNQ/LgAh775CllHk0wcKQWgBusSBal7fzAsgz9DdyI9MBlSnhcUhfQxtUxocKsAvDekBTkDFkLjyzw1dWlQcXEx5HK5XZeaPHz4EFeuXDFKDw8PdwqBkurCUfYirKPalgaZ8xd4nrfoQzgG3cCkaywOyF7iwpy9GJaFu7cPBk6dhWZPdzVxpHbHTE51DipFInhNcbm7EAPaZUKbZUsNdiHenX4XnZYexJeHLzukf84GjS/xYassZHmYW75Cy1oqjyPsRVQvlXolQDdbgiBqM6xUiiEz/o2ouB4AAKnM+EFDqyi0FipFIkJzW+G5M28JMQODQ4JwRk/HWqcoNJA9hhbMNSF96Z4sfLQ3y9HdIQinoDzVIIIgDLEoRmD+/PkAYLA9sy6NIAiiNqPdeOxNdHr2RayfNdlsOe3sgBq+GIyJKVp50fTAZIwL8jdQFJIxGqyRfWa0VGj1oct4qFCSohBBVIBarbYqnSBqMyQfageqM0aA53nk5+fD29ub1uyJALKXuLDGXjzH4bcvPsW5I4fKLce4RELmMRAMw+CP0B1ID9RuVCbjeOy6lW0gL1rCS9Gx9Avk48lLGAbAsmdbYXT7RrZ3zEmh8WWemhojoNFoIJFISD5UBDjKXoR1kHwoYQDDMPDx8aFBKRLIXuLCGnvpFIV0y4TMoVUUygPP8+hybSRa3ekOAIKikA59RSH9ZUI6RaE7+cW2dMmpofElLhiGgVQqJXuJBLKXc2IXR4DjOBw9ehQrVqzAe++9h8WLF9ujWsIC1Go1/vrrL5ryFAlkL3Fhrb10y4SmJmxGZNceZkpJoXy8ASpFIjiOQ+drIwRnYGaAnxAzwDJAMJuLTbLl+Fk2zyCImOOBxbsyyRkoA40vcaHboMreCxPMbSZHm8xVDkfZi6heKu0I7NixA02bNkX37t0xe/ZsLF26FF988QUAICwsDBKJBN7e3iguph8sR+GssqzOCtlLXFhrL0cqCukHEZOikGlofIkLRzxUkmqQ4yAnwPmolCOwYsUKjBo1CtevXzcpFRofHw+e51FYWIhffvml0o0lCIIQC2UVhViJzKiMtYpCa2SfGc0OLN2Thbk70mh2gCD+gVSDCMJybHYE0tLS8O9//9vgwb/surFBgwYJ/963b5+tpyIIghAluqVC41d8CU6jNFtOOzuwG76FgZiY8gla3ekOlRWzA1tP3KTZAYL4B1INIgjLsdkR+PTTT8FxHBiGgZubGyZNmmQ0ZRQTEyP8++TJk7a3kjCLRCJB69ataRdNkUD2Ehf2sBfDsvDxD0RUXM9yy/Hqi1AVJYLlWSGIWDc7MCQ4qIwzoJ0d2CGbD28UCulL92Thy+Ta6wzQ+BIfcrlzS+EuWrQILVq0EJ6XLPkkJSVVd7PNYqm9vv76azRs2BAKhcLBLSIqi82OgP4XdefOnVi7di0Aw1kBT09PeHl5ged5k1JehH2QyYyXHBA1F7KXuLCHveytKAQAHM8gl/dGMJNjkL7styycufmo0m0WKzS+xEVNkDF1FNnZ2Vi+fDkWLVoElmWRkpJi8Bk0aBDkcrlRetu2bau76Wax1F5jx46Fh4cHli9f7uAWEZXF5hF49+5dAICHhwf69etntpzOMSCv0DFoNBqkpqZSgJxIIHuJC3vayx6KQvrLhFiGRzCbi52yBQbLhHgAz6z+s1YuE6LxJT4c8WxQU1SDVq5cCR8fH4wcORIA8PTTTxt8/Pz8wLKsUbqXl1eVttMaLLWXVCrF5MmTsXLlShQVFTm4VURlsNkR0EXfl5aWmr3p5uXlIT8/HwBQp04dW09FEAThFFRWUch0ELGagogJQg9XV1fs3LkTL7zwAjp37ozhw4djz549eO2119C8efMqaYNSqcTXX3+N+Ph4p571KI8xY8agoKAA33//fXU3hSgHm7+djRs3BqANvklISDBZRn+5UJMmTWw9FUEQhFNhi6IQBRETNRme41D8uAA8z2v/z3HV1pY5c+bg448/Rs+ePfHZZ5/hlVdewSeffIKDBw8iNja2Stpw/PhxPHjwAD17lh8b5MwEBAQgMjISu3fvru6mEOVgsyPQq1cvAFpN2ddffx3x8fFCXlFREcaOHYv33ntPSOvdu3clmkkQBOFcWKUoREHERA2G5zjsX7cKX0yIx9Z5c/DFhHjsX7eqWpyBX3/9FWvWrMGiRYswefJkxMbGYuTIkRgzZgzu3btXKUeA53l4eXkJS6PLIyUlBQBsXu+/Zs0atG3bFi4uLliwYIFR/v379zF48GB4eHggIiIC+/fvN1tXeWWtqccW2rZtiz/++MOudRL2xWZHYMaMGZDJZGAYBhqNBtu2bQOgHSiPHz/G5s2bwf1zE3B1dcXUqVPt02LCAIlEgtjYWFLJEAlkL3HhaHtZrChEQcQWQeOreihRFCL9oFYi/O7F8wCA9IP7UKIoLO8wANo4Q3uyaNEixMbGCi8rdYSEhABApRyBa9euwdXVFQEBARWWzc7OBsMwqF+/vk3nCgwMxMKFCzF8+HCT+dOnT0dAQADu37+P//73v3j++efx4MEDq8taUw9gvb0aNGiAnJwckm6twdjsCISHh2PFihXgeV4ICNZJX5Vl5cqVaNSokc2N3Lx5s+DZu7q6gmEYbNy40ao6kpKSypXrOnbsmM3tq26USvNvE4maB9lLXDjaXpYpCtkniHj46j/xwe5Mp44boPFV9bh51kFgRCQYhhGeCQIjIuHmWXFsIGfHWYN79+7h5MmTQnCuPnfu3AHLsnjqqacAAFlZWejTpw98fX1Rt25dzJgxAwBw8+ZNDBw4EH5+fvDx8cGkSZPAcRwyMzMRFRWFR48ewdPTE+3atSu3LcXFxXBxcbHZKR0+fDiGDh0Kb29vo7zCwkL8/PPPWLBgAdzd3TFs2DDExMSY3Li1vLLW1LNy5Uo8//zziI+Ph7e3Nzp27Ii7d+/i9ddfh6+vL6Kjo3H9+nWj49zc3MDzPEpKSmy6DoTjqVQEy5QpU/DDDz8gJCTEYGdh3SckJAQ//PADJk6cWKlGvvfee0hISMD169cRGBhYqbq6d++O+fPnG32Cg4MrVW91odFokJaWRioZIoHsJS6qyl4VKwrZJ4iYB7DuyFWnjRug8VU9lBQ+xp0LWYITwPM87lzIQknh4wqPLS62n1N68+ZNAEDDhg2N8v744w9ERETA09MTgDaQdfz48Xjw4AGuX7+OsWPHAgAeP36MuXPnIjs7G2fOnMFvv/2GAwcOoEWLFli0aBEmTZqEwsLCCvdGql+/PpRKpUNUkS5evAhPT09hlgMAWrVqhbNnz1pV1pp60tLScOLECUybNg337t2DSqVC7969MWzYMOTk5CAsLMzkC9qHDx/C1dVVuO5EzaPSWlrPPfcchg8fjpSUFKSlpSE/Px/e3t5o3bo1OnXqZBe5rq+++grNmjVD48aNsWzZMsydO9fmunr06GFyvR1BEER1oq8oxDDAuSNJYCUyo/gBbRBxFliXKITy/THx4Sc4FvoL0gOTMS7IHyvv5aCZUo3Afx6GdUHEM1XTcZ0PQCYfCkAbN3AtV4HXezdDoLdzb+pEOBY3D0+06tUP6Qf3IaBZc9y5kIVWvfrBzaNqH/78/PwAAOfOnUOLFi2E9AMHDuDkyZMYPXq0kHblyhVoNBpwHAcvLy9hyZD+cY0bN8bTTz+NR4+0S+rS0tIQFxdnUVsiIyMBAJcvX0br1q0r17EyFBYWGkmMenl5ITc316qy1tSTlpaGBQsW4KmnnoKbmxuaNGmCli1bok+fPgC0/TXlgF+5csXgmhI1D7uI6kqlUsTFxVk8QKxF90UjCIJwdnSzA52efRHrZ002W047O6CGi8dgdLk2EoEFTbCv+XpMD/CHC89jQ/Y9xPyzTEYXRKzkpXhJ+Q5O8Nof5q0nbmLriZuYOygSk7uRshthGwzLou/E1xAXPw5unnVQUvgYbh6eYKpYNrNRo0Zo164dvvjiCzAMg0aNGuGvv/7C77//DgAGD+Rbt27FBx98gDlz5uDll1/GkiVL4OLigi1btmDlypW4fPky1Go1CgsL8Z///AcAcObMGbz22msWtaVHjx4AgGPHjtndEfD09ERBQYFBWkFBgcm37uWVtbQe3dKoAQMGCGmZmZmYPXu28Pe5c+cMRGN0x504cQL/+te/rOsgUaXUOnHbixcv4rPPPsOyZcuwdetWk56v2KDAOHFB9hIX1WEvi4OI1RehKkoEz/MIfxiDfufHA4BWYjTQ30BRCNDODnwjW2agKAQ4l6oQja/qgWFZyOt4gWEY7f8tdAJMxRXa3AaGwY8//oh27dph5cqVePfdd5Gfny+IlcTExAhlBwwYgCNHjuD48eP44YcfsH//fuzbtw/vv/8+1q1bh3v37uHixYtwc3NDy5YtoVQqceHCBbRq1cqitoSEhCAuLs7kevvK0qxZMxQWFuLWrVtCWkZGBlq2bGlVWUvruXTpEjw9PREQEACGYVBaWopLly4ZXIu0tDQjhycpKQn5+fkYM2ZMpftMOA6LZwQWLVpU6ZPNmzev0nVUli1btmDLli3C33K5HAsXLsScOXMqPNbcWr/q3DVZKpWiffv21XZ+wjrIXuKiOu2lCyIGeJw7kmS2nFZRqBMg8RGcgX3N10PNMjjpJkO7EqWwTIjjgVzeB23YS7jP+wjLhACtqtDT4b6ICanr0H45Ehpf4oJhGLurBoWFheH777/HjRs3hLSNGzdCIpEgOjoaALBjxw489dRTCAsLw6NHj1BaWoqoqChs374doaGhaNKkCbKzszFhwgSEh4dDJpPhwYMH4HkeSqXS4jbPnDkTo0ePxu3bt03GLWzcuNGs8IlarYZarYZGo4FarUZJSYkQfOzp6YlnnnkGCxYswOeff44DBw7g77//xo8//mhUT3llLa0nLS0NMTExgr1OnTqFxo0bC9chLy8POTk5wnIoHRs2bEDnzp1tllAlqgaLHYEFCxZU2nOvTkfAz88PH330EYYMGYJGjRohLy8Phw4dwttvv4233noLXl5emDzZ/DQ8AIuCXXSDFwBYlgXLsuA4zkAZQZeu0WjA83yF6RKJBAzDGMlvSSQS8DyPR48ewcvLS7CP7o1Y2fV6UqkUPM8bpDMMA4lEYtRGc+lV0SdTbXeWPvE8j4KCAnh5eQnxM2LvkyXpYu0Tz/MoLCyEt7e3kbpJVfSJZxj0nfQ6ur74Kg5v/hrn/zwMY7SKQqxLFKTu/Q2cgbkN/AyWCbEMEMzkYpNsudEyIR7AM6v/xNyBzfGvLqGispMu3dT9UKzfvfLSbe2TfjCv/r/LYq/0iuB5HhzHPfm+26ktZWMTMzMzER4ejjp16oDneSQlJWHatGkoLCxEeHg4vvzyS4SGhiI+Ph4//vgjGjRogA4dOiAmJgYNGjQAz/Pw9fVFfHw8GjVqhKioKBw/frzC/o0cORLt27fHkiVLsGrVKqv69P777xu8gP3ggw+wfv16jBs3DgCwevVqjBs3DvXq1UPDhg3x/fffo169euB5HoMGDULXrl2FJU3llS0vT4fubb/uu/X3338jJiZGKJOWloaoqChhDALa2Iht27bh4MGDDv2O2frdq8q22LtPujx9cR79e4G1Uq0Mb+EVZFnWpguuLydmDyUHXbDwhg0bhAFRGTIyMtCuXTvUrVsX2dnZ5W4FbokjdPDgQcjl2sA7Pz8/NGnSBJcvX8b9+/eFMsHBwQgODsa5c+eQn58vpIeHh6NBgwY4c+aMgZJCZGQkfHx88Ndffxlcw9atW0MikeDgwYPw8fER2hcbGwulUom0tDShrEQiQfv27ZGXl4esrCwhXS6XIyYmBjk5Obhy5YqQ7u3tjaioKNy6dctg2rAq+iSTyZCammpwXZ2lTzzPIy8vDz4+Pmjfvr1T9MkZ7aRDd7+Ljo42UNKojj5xHIfbh/fhxmnDa64PI42Ei3sPMKwcHMMJQcRSnsfKezloqlQjSK/PSl5iFEQMAL1DXTGyuRz15BJR2AnQfveKi4tx9OhR4X4o5u+erk/2Gk83b97E3bt3IZfL0ahRI8hkMri5uaGkpMTgwUEmk0Emk6G4uNigja6urnBxcUFRUZGBo+Hm5gapVAqFQmHwfCCXy8GyrNGMuYeHBziOE66LRqOBVCqFh4eH8OZbB8uycHd3h0qlQmlpqcE1kMvlUCqVBnKxUqkUbm5uePToES5ffrLUbciQIejYsSM2bNgAmZ6ylqP6BDyZ7fj777+xc+dOzJ49W3B4bOlTddtJ1yee54X2lGenw4cP48qVK3jttddqfJ/s+d2rij5xHIcbN26guLgYMTExUKvVBvcIpVKJ7t218tKFhYUVzmBZ5QiYrUTvAdlcdTXVEQCAbt264ciRIzh//jwiIiLMlitvaZC/vz8A7RSZ7qJXxVsktVqN1NRUtG3bVnh75GxvZZ2pTxqNBqdOnULbtm2FHySx98mSdLH2SWev2NhYoxcB1dEncBz2JXyGc0eSIJW5Qq188gOlD+sSDam8KxhWjqv10rCv+XoAMAoi1qHkpZipmmbgEDAAxndtjFc7hyHY16NG20mXbup+KNbvXnnptvRJrVbjwoULYBgGERER5b7cq8oZgaKiIri7u9t1RuDhw4cGzpCO8PBw1K1b16g8vWm2DH17lb0firVP1dlGW/vEcRwuXLgAnufRvHlz4V6jQ6FQwMfHB4BljoDFS4N0Grum2LRpExiGgZubG55//nlLq6wx6Hb+KyoqKrecJesCpVKp0bSk7kehLOaC2sylm5Ji1W2IJpFIjPLNlTeVbq6N1qbbo0/WpoutTzp76S9dKIvY+mRJulj7pBtjNaVPlikKZUCpyrBKYrSsqhAP4Ouj1/H10euCqlBNthNg/n4o1u9eeem29El3z9FdJ92/TWGvdEuwd1vMLY1Qq9Umj3FEn2ytu7rSrUH/++OItlRXn8SQrp+ns0PZe4G1sv0Wl96wYYPZvE2bNgHQTkGWV64molarcerUKTAMU6ndj6sLhmEgl8vtMhAIx0P2Ehc10V76ikLnjhwqtyynOgdVEQ+Zx0B0uabdbTU9MBnTA/wh43jsupUtOAPAE1WhjqVfIB9PYqKW7skCeGBy95otMVoT7UWUT3mrDYiaB9nL+XA6i+bm5iIrK8tIFjQlJcVoqkWtVmPOnDm4fv06+vfvD19f36psql2QSCSIiYkhyTyRQPYSFzXVXjpFoai4HhWW1aoK5YHneXS5NhKt7mjXjipZBhddXAzK6qsKtWCuGeQt+y0LZ24+slcXHEJNtRdhGoZhTC4zIWomZC/nxOIYgfLQTTn6+/sjOzvbHu0y4KuvvsLRo0cBAOnp6Th16hS6dOmCpk2bAgCGDx+O4cOHA9CqGy1cuBDz58/HAr0dhENDQ8EwDDp37oyGDRsiLy8Phw8fxvnz59GoUSMcPnwYjRs3tql9CoVCUBSyZD2WPeE4Drm5uahfvz556iKA7CUuarq9eI5D8eMCHNm6CRmH9pspJQWgFlSFGJbBn6E7nwQRPypBs8KHBjMDAIxUhQBt3MCEuDCM7xpWI3cjrun2qk44jsP58+cBQFhXXN3wPA+1Wg2pVGrXh8vyYgTE+MKvpuAoexHWUdFYtvaZtPrvBBZw9OhRbNq0CZs2bcKpU6cAAH/88YeQ9vfff1dYx9SpUxEaGoqkpCSsXLkS3333HVxdXfHuu+/i77//ttkJqG44jsOVK1eMpA2JmgnZS1zUdHsxLAt3bx/0mzQDUxM2I7JrDxOltOultTsRJ4LXFKPz1RHod3481AyD6b5yDA4Jwhk9NRVAu0xos2wpBrLHhNkBHsC6I1fRaelBfHm45m1AVtPtRRijr8hiL1xdXa1KJyzHEfYiqhdRzAjUdKpzRkCnkhEbG2t1gAhR9ZC9xIXY7MWp1UhcuwLnjiSBlcjAaZQmy+lmB3iWN5IY1Q8i1mFKVQgAXuwQgtd7N6sxswNis1dVUlNnBBQKBTw8PGhGQAQ4yl6Eddh7RsDiO6X+Ln3m0Gg0uHnzplnZIzEG4xIEQYgFViq1UFXoHFQKHi7uPdD56gh0vD4Uxxv/D9MDk+HC81hhgaoQAGw9cRPfn7hZo5cLEbWP8lSDCIIwxGJHQLfG3hw8zyM3NxehoaEm801pJxOVh2EYeHt7k3cuEshe4kKM9rJUVYhXZ0FZkAVWFg0X9742qwrplgt9deQqlj3bCqPbV98LHzHaq7ZDgd3iguzlfFg1N6i/nbH+p6L8suUI+yGRSIStvYmaD9lLXIjVXtaoCnHKDPCcdqfNyqgK8QDm7kjHnfxiVBditVdtheRexQXZyzmxyhHQ37zAmg/hODiOw61btyg4TiSQvcSFmO2lWyZkPoj4CaqiI+A0ReB5Hp2vjRCcgZkBfjjs7Yc7/zxYswwQzOZik2w5fpbNQwcm06AejgcW78qsNmdAzPaqjfA8D6VSafcXhdZu2EZYhqPsRVQvdpkRoJmA6oN++MQF2UtciN1eOlWhgVNnlTs7wKvPQlmwFirF/kqpCgHA7vS76Lz0ID7YXfUOgdjtVRtRKk0HtFcGUg1yHI6wF1G9WOwIcBxXqY+mjAoFQRAEUTXozw607NHXbDlOlfGPQ5CI0NxWmJjyCVrd6Q4Vw2BckD8Oy12F2QEAkDEarJF9hp9l80QlM0o4Lxs3boSnpycyMzON8spKX6alpeHVV19FWFgY3Nzc4OnpibZt22L58uV4+PChUB/DMEhNTbWqHZaumEhKSrK5r85MYWEhZs2ahaCgILi5uaFNmzb4/vvvbarrq6++AsMwgpJOWY4ePYpBgwahbt26kMvlaNasGd5///0K612wYAEYhjHawFZs0DwZQRBELUA3O9AtfizOJpnbfEyLvVSFAGDpnixcy1XUKJlRonaiL1iybt06TJs2Dc2bN8ecOXPQokULqFQqpKamYu3atUhJScHOnTttPldKSorB3++//z4OHTqEgwcPGqS3aNEChDEjR47EX3/9hWXLliEiIgJbtmzBiy++CI7jEB8fb3E9t2/fxr///W8EBQUhPz/fKH/Lli14+eWX8fzzz+Obb76Bp6cnLl++XKuk8MkREDksy8LPz69GaEITFUP2EhfOaC95HS+06tUP6Qf3lVvOXqpCwBOZUUerCjmjvZyd6li3n5KSgqlTp6Jv3774+eefDZYM9e3bF7Nnz0ZiYmKlzvH0008b/K37XpZNFxtVYa89e/Zg//79wsM/APTs2RPXr1/HnDlzMHr0aIsFAaZMmYJu3brB19cX27dvN8i7ffs2Jk2ahMmTJ+OLL74Q0nv27Gm/zogAuluKHJZl0aRJE/rhEwlkL3HhjPZiWBZ9J76GqQmbEd3T/DIhHfZWFTpz85Fd+mEKZ7SXM8MwDNzc3KpcVGTJkiVgGAYJCQkm4wZkMhmGDRtWpW0SA9baq6CgACqVymSeRqOBQqEwmbdz5054enpi1KhRBumvvvoqsrOzcfz4cYvOv3nzZiQnJxs85Ovz1VdfQaFQ4O2337aoPkvIyspCeHg4OnbsiJycHABPlhClpaVh1KhR8Pb2hq+vL958802o1WqcP38eAwYMQJ06dRAaGorly5fbrT2WQHdLkcNxHC5fvkzBcSKB7CUunNVeumVC/SbNcKiqUNlAYo4Hnln9p8PiBpzVXs4Kz/MoKSmpMlERqVQKjUaDgwcPol27dggJCamS8zoLltpr06ZNiIyMhLe3N+RyObp3747Vq1fj+vXrKCkpQVJSErp27Ypz586ZPD4jIwNRUVFGsw+tW7cW8isiJycHs2bNwrJlyxAcHGyyzOHDh+Hr64usrCy0adMGUqkUDRo0wJQpU1BQUFDhOcqSnJyMzp07o3Xr1jh06BAaNGhgkP/8888jJiYGP/30EyZOnIhPP/0Ub7zxBoYPH47Bgwdj586d6NWrF95++23s2LHD6vPbCjkCIofjONy/f59++EQC2UtcOLu9KqMqNOHYfxF1t4egKmQcSKw2GUgMaOMG5u5Is7uqkLPbyxmpyo1GXV1dkZubi6KiIoSFhVXZeStizZo1aNu2LVxcXLBgwQKj/Pv372Pw4MHw8PBAREQE9u83H+NTXllr6jFHRfb6888/MXv2bMTHx+O3335DQkKC8PY7NDQUcrkcffr0QXR0tNn4iAcPHsDX19coXZf24MGDCtupi/+YOnWq2TK3b99GUVERRo0ahdGjR+P333/HnDlz8M0332DQoEFWOaibN29Gv3798PLLL2PHjh1wd3c3KjNp0iS899576NOnDz788EO0adMGq1atwpIlSzBjxgz06dMHCQkJ8PPzw3fffWfxuSsLxQgQBEHUcnSqQj1enoDDWzaZDSbmVBlQqjLAukRB6t4fXa6NRGBBE+xrvh7TA/zhwvPYkH0PMXoSg+YCiXVxAxPiwjC+axgFEtcAUnftxMndPwMABr02GyEtWwt5+Tl38f187RKKpu07off4KQbH7ly+CDlXtTM9k9dsMsjLSPodf2z7FgDQa9xkNOvYWchTFhfjuznTAQDBUdEY/Poc+3ZKj7KqQTWFwMBALFy4EN98843J/OnTpyMgIAD379/H77//jueffx6XLl1CvXr1rCprTT22EhoaiszMTIO34ePHj0d+fj5SUlJQXFyMDh06oGHDhuVKkZa3/KiipUk//fQT/ve//+H06dPlluU4DiUlJZg/fz7eeecdAECPHj0gk8kwa9YsHDhwAH369Cn3XADwwQcf4PPPP8dHH32EN954w2y5IUOGGPwdFRWFM2fOYODAgUKaVCpF06ZNcf369QrPay9oRoAgCIIwUBWqCK2qUCI4TRHCHrSuUGYUML3vgE5mtLr2HSAMURYXofDhAxQ+fABNmbXdHMcJeaWKQqNjiwvyhfyyqEpLhDyVsuzDOC/kFT+2fjmGNajVatSvXx/u7u64evWqQ89lDcOHD8fQoUPh7e1tlFdYWIiff/4ZCxYsgLu7O4YNG4aYmBj88ssvVpW1pp6VK1di1KhRiI+Ph5eXFzp27Ii7d+/i9ddfR6NGjdCqVSuzD6pBQUFITk5GXFwc5HI56tWrh2eeeQY7duxAdHQ0Bg0ahOvXr2PgwIFIS0szWUe9evVMvvXXSbqami3QvwbTp0/HjBkzEBQUhLy8POTl5QlOR15enhCboHOA+vfvb1CH7sH81KlTZs+jz+bNm9GwYUO88MIL5ZYr226ZTAZ3d3e4ubkZpZeUlFh0bntAjoDIYVkWwcHBFBwnEshe4qI22kunKlQRWlWhtVAV7QfLs0IgsZphMD3AH0OCg0w4A9p9B3bI5sMbTx4m9R2CbX/dsLnttdFe9kQmd4enbz14+taDpEwgOMuyQp6rh7Eeu9zLW8gvi4urm5DnIjMMzpXJXIU8eR0v+3bIkdR+PQAAa9JJREFUBBKJBL1798bJkydx69Yth5+vsly8eBGenp4G8QytWrXC2bNnrSprTT1paWk4ceIEZs+ejZycHKhUKvTu3RvDhg3DrVu3EBYWho0bN5ps759//ikoMu3cuRMfffQRWJbFlClTEBISAjc3N3Tv3h0hISGIiooyWUerVq1w7tw5o2VI6enpAIDo6Giz1ys3Nxf37t3Dxx9/jLp16wqfrVu3QqFQoG7duhgzZgyAJzEHZdEtCbL0PpKYmAgXFxfExcVV6Zt8e0FLg0SO7oePEAdkL3FRG+2lUxXq+sIrOLJ1EzIOVbDngDIDvFtXMBJ3A4lRJcvgZB1ftHv80EBilOMZ5PLeaMNewn3eB5l8qJCnUxbqFuFn01Kh2mgvexI7ZARih4wwmefdIMBoyY8+I96aZzYvukcfRPcwXmLBMAw8vb3LrdcRzJ07F3v27MHEiRPxyy+/QFZm12yVSoXExEQMHTq0SttlisLCQnh5GTpIXl5eJjexKq+sNfWkpaVh4cKFaNeuHQCgSZMmaNmyJfr21aqMRUZGmt0ktnHjxjh79iz8/f2FtPHjx6OgoADHjx8XlgYFBASY7fOIESOwbt06/PTTTxg9erSQvmnTJgQFBaFjx45mjw0ICMChQ4eM0pctW4bk5GT89ttvqF+/PgDg2WefRUJCAn777Tc89dRTQtk9e/YAMJaANUfjxo1x5MgR9OnTB3FxcThw4ACaNWtm0bE1AXIERI5Go8GFCxcQERFhsa4uUX2QvcRFbbWXvqpQ3Itjceibr5B1NMlseVXREbi4x4Fh5eh8TfsgmR6YjLl15XDxCTKIG2AZHsGMVlnI1AZkHA8s3pWJ94a0sNoZqK32Eis6FRpHSIimpqbizp07Bmn+/v54/vnn0alTJ6xZswbTpk1Du3btMHXqVLRs2RIqlQqnT59GQkICoqOjDRyBgwcP4tq1a0bnGTRokMnAUHvh6elppGBTUFBgcpfc8spaWg/HccjMzMSAAQOEtMzMTMyePVuw17lz58xu6tWwYUOT6V5eXoIjUREDBw5E3759MXXqVBQUFKBp06bYunUrEhMTsXnzZoOxnZycjN69e2PevHmYN28e3Nzc0KNHD6M6N27cCIlEYpDXr18/DB06FIsWLQLHcXj66aeRmpqKhQsXYsiQIejatatF7QW0cR7Jycno378/unXrhv3795c7c1GTIEdA5PA8j/z8/CqTXyMqB9lLXNR2e+mrCjEMcO5IkslyWlWhs2BdoiGVdzXYjTg9MBnjgvyxsoBDs/y7RhuQbZYtxUzVdFznA4TZgd3pd7En/a7VgcS13V5ixNyb5cry+eefm0zv0aMHQkNDMXHiRHTo0AGffvopPvzwQ9y9excuLi6IiIhAfHw8XnvtNYPjzGnNX716FaGhofZuvkCzZs1QWFiIW7duCbNdGRkZePnll60qa2k9ly5dgqenp/DGvrS0FJcuXUKrVq0AaO2VlpaGZcuWOazPALBjxw68++67mDdvHh4+fIjIyEhs3brVaB0+z/PQaDQ2K4Vt27YNCxcuREJCAhYuXIigoCC88cYbmD9/vtV11a9fHwcPHsTgwYPRvXt37N27F7GxsTa1qypheLpjVhqFQiF41YWFhfDw8Kiyc6vVaqSmpiI2NrZadmgkrIPsJS7IXk/gOQ7FjwvKVRXSoVMVYlkWakYlOAQuPI8V93LQTKk2cAgAQMlLMVM1zcAhAAAGsNghIHuZh+M4nD9/HgDQvHnzGhFHwfM8FAoFPDw87Doj8PDhQ1y5csUoPTw8vNxA0+pCrVZDrVZj6tSpaNiwId577z24uLgIb751m1B9/vnnOHDgAF5++WVcvHhRWOKiT3llLaln+/btSEhIwL592p3HT506hRdeeAEXLlwAz/O4ffs2mjZtisLCQhpj1URFY9naZ9LqvxMQBEEQNR6rVYWKEsHzPKS8ixBIrCo3kFjt0EBiovZgTuu+KvcssIbFixdDLpdj48aN+OCDDyCXy/Htt98K+V988QWys7NRr149vPHGG9i2bZvw8D5w4EAsWbLEorLl5elIT09HTEyM8PeZM2cM/j579qzJzb4I8UIzAnagOmcEOI5Dbm4u6tevXyPe8BDlQ/YSF2QvY3iOw/51q5B+cF+FZWV1XgUj8RHe9v4RugPpgckAgNV3ctCtjEQexzPI5uvhXfV4o0BiQLtz8R/v9DI7M0D2Mk9NnRFQq9WQSqV2nRHIycnBjRvGTmOjRo2MdnslLMdR9iKsg2YECANYlkWDBg1qxE2dqBiyl7ggexmjUxWamrAZ0T3LC/6TQvl4A1SK/eA0ReB5Hp2vjUCrO90BADMD/HDYt6HBzADL8AhmtYHEP8vmoQOTaVCjLpDY3H4DZC9xwTAMXFxc7P5Qae5tNb3FrhyOshdRvdDdUuRoNBqcOXPGYQFXhH0he4kLspdp9FWFpiZsRmTXHiZKaZdhcKoM7X4Div3gNcXofHUEJhz7L6Lu9sB0bwkGhwQZOQSA6Q3IAG0gsbkNyMhe4oLneRQVFdk9uNvV1dWqdMIyHGUvonohR0Dk8DyP4uJiGpgigewlLshe5aOvKhQV1wMAIHV1M1n2iUOQCFYjQZdrI9Hv/Hht3IDOISizI7FuA7KfZfMs2pGY7CU+bFV7KY/S0rK7F5efTliOI+xFVC/kCBAEQRCVgpVKMXDamxi/4kuoS0vKLcupzkGlSASnKULYg9aYmPKJQSDx4JAgnCmzwZMukLhih6D8cxO1A7EFCxNEdUKOAEEQBFFpGJaFj38gWvXqV2FZXp2lnR0o2g+WZwVVIQBQMQzGBfobLRUCKlYW6vZRMg5eI2eAIAjCUsgREDkSiQSRkZG0i6ZIIHuJC7KXdVgeSKyFU2aA1+SB53lhqRAAqFkGJ+sGmHQGOJ5BLu+NYCbHKI8H8NUZBXIKlZXuC1E1uLmZXkpG1EzIXs4HOQIih2EY+Pj4UBS/SCB7iQuyl/VYFkisw+UfZaFEcByH8IcxmHDsv2h1pzvm1jEdSKxTFtopW2AUSAxolYU+2H3OrLJQbUX/O6xSqaqxJU9gGMYhUpSkGuQYHGUvwjr0x689bEH7CNiB6t5Z+PTp03jqqafoJicCyF7iguxVeTi1GolrV+DckaRyyzHSSLi49wDDysEwDK74nsG+5usBQLsjcc5DNCstcciOxLWFGzduQKFQwNXVFQ0aNICrq2u1znbpVGjc3d3t+nCpUCgEnXV9mjdvXqW/z86Go+xFWIZGo0FpaSlycnJQWloKDw8PNGrUyKictc+k5AjYgep2BFJTUxEbG0sPKiKA7CUuyF72gec4FD8uwJGtm5BxaD9YiQycxvTyHdYlGlJ5VzCsHBzD4VjoL8ImZC48jxX3ctBMqSaHwAaKiopw69atGiWvqtFo7O6MqNVqkwpBrq6uNI4riSPsRViPRCJBcHAw3N3djfLIEagGyBEgLIXsJS7IXvaF5zjk3buD9bMmV1hW3yHQsGocb/w/A4dgQ/Y9xCiNnQlyCMpHo9Hg/v37ePz4cbWr6PA8D4VCAQ8PD7u+Yb5//z6uX79ulN64cWP4+fnZ7Ty1DUfZi7AcqVSKOnXqwM/Pz6xDZu0zKf2yEQRBEFWCTlkoKq4nzh05VG5ZTpUBpSoDrCwaLu590eXaSABAemCyoCy051a20cyATlmohHdBx9LVyIf2B1GnLPTVkatY9mwrjG5vPKVeG5BIJAgICEBAQAB4nq/WPRfUajVOnTqFpk2b2tXRTk5OxqxZs4zSV65cia5du9rtPLUNR9mLsAyGYRzigJElRY5EIkHr1q1pqk4kkL3EBdnL/jAsiwFTZgLgK4wbAP5RFnLrCkbiji7XRiKwoAn2NV8vKAu1e3TXyBnQKQu1YS/hPu9jMDPAA5i7Ix2RAXUQE1LXnl0THY56sLAUFxcXtG7dGi4uLnZtB8/zJpcG8TwPliWNFFtxlL2I6oVGhBMgK7P5DlGzIXuJC7KX/dFtQGapzKiq6Ag4TRF4nkf4wxhBZrQiZaFNsuX4WTYPHZhMg/o4Hhi++k+DXYmJ6sER46tevXpWpROWQ/dD54McAZGj0WiQmppao4K/CPOQvcQF2ctxlJUZLc8h4NVntRuQKfab3pHYW+sQJNcNwh2JBPqLXWSMGptlS42kRnVLhTotPYgvD192WD8J8zhqfIWFhZlMDw0Ntet5aht0P3ROyBEgCIIgqo2yDkHLHuYdAk6VITgEjKYUna+OEPYdUDEMXvORYnBIEI7IXQ1mCGSMBmtkn+Fn2TyTew8s3ZOFuTvSaHbASbh69arJ9GvXrlVtQwhCBJAjQBAEQVQ7OoegW/zYCsvqOwSsWmXkEEwP8MfgkCCcKbOMQRdIbMoh2HriJjovPUjLhZyABw8eWJVOELUZcgQIgiCIGoO8jhda9epnUVnBISjaDwknRZdrI9HqTncAEJSF7pgI9NY5BDtk8+GNQiFdt1yo89KD2PbXDbv0hyAIoiZDjoDIkUgkiI2NJVUTkUD2Ehdkr6qHYVn0nfiaxYHEwD/KQpz2LX6XayOFYGKdspApZ0BfWajsUiGdstCZm48q1ReifGh8iQuyl3NCjoAToDSxqQ5RcyF7iQuyV9VjTSCxjrLKQrqlQpYqC5VdKkTKQlWDI8YXqQY5DrofOh/kCIgcjUaDtLQ0iuIXCWQvcUH2ql4qoyykWyrU7/x4A2Whsg4BYD52QH+pEDkE9sdR44tUgxwD3Q+dE3IECIIgiBqNrcpC5UmNHi6jLASQQ+AskGoQQVgOOQIEQRCEKLBVWciU1KhOWagih0B/MzJyCMQBqQYRhOWQI+AEUOCOuCB7iQuyV83DnspC0wP8MSQ4yKy60DeyZQbKQgCpC9kTGl/iguzlfJAjIHKkUinat28PqVRa3U0hLIDsJS7IXjUTm5WFNHnged5AWQgAlGbUhTgeyOV9TCoLAaQuVFlofIkLspdzQo6AyOF5Hnl52h83ouZD9hIXZK+ai/XKQi5QPt4AlSIRHMcZKAsBENSFztSpLxzBMihXWQggdaHK4KjxRapBjoHuh86JKByBzZs3Y/LkyYiNjYWrqysYhsHGjRutrofjOKxatQqtW7eGXC6Hn58fnn/+eVy8eNH+ja4iNBoNsrKyKIpfJJC9xAXZq+aj7xBM/GITGrSMMVNSBQDgVOe0zoCespB+7MC4+p447O5ucSAxQLEDtuKo8UWqQY6B7ofOiSgcgffeew8JCQm4fv06AgMDba5nypQpmDFjBjQaDWbMmIFBgwbh119/Rfv27ZGZmVlxBQRBEESNROsQeKNp3yGY+MUmYYaAlciMyvLqLJNSoxOO/RdRd+Iw3b++1cpCADkENQVSDSIIyxGFI/DVV1/h2rVruH//PqZMmWJTHYcOHcK6desQFxeHU6dOYfny5di0aRN2796NgoICTJ061c6tJgiCIKoahmHg7u2NfpNmYPyKL8FpzG+AVFZq1GjvAQuVhcghqFmQahBBWI4oHIE+ffqgcePGlapj3bp1AIDFixfD1dVVSO/duzf69++Pw4cP48KFC5U6R3XAMAzkcjkYhqnuphAWQPYSF2QvcaFvL4Zl4eMfiKi4nhUep68spNuZWBdMbImy0BrZZ9ghm0/qQlZC40tckL2cE1E4AvYgKSkJHh4e6NKli1Fe//79AQDJyclV3axKI5FIEBMTQ5JeIoHsJS7IXuKirL0YlsWAKTMRFdfDouP1lYX0nQHAvLIQAHA8g1zem9SFrITGl7ggezkntcIRUCgUuHPnDsLCwkx+gZs1awYAFQYNKxQKs5/qguM45OTkgOO4amsDYTlkL3FB9hIXpuzFSqUYOO1NK5WFnuxKbEpZ6LBvQwOHgGV4UheyAUeNL1INcgx0P3ROaoUYbH5+PgDA29vbZL6Xl5dBOXN4enpWeC61Wg21Wg0AYFkWLMuC4zjDH6Z/0jUajYEMl7l0iUQChmGEevXTNRoNLl++DG9vb8HJ0f2/bGS/VCoFz/MG6QzDQCKRGLXRXHpV9MlU252lT/r2kslkTtEnS9LF2iedverWrWv04yfWPpWXLvY+mbofSqVSgGEg8/BEr/FT0WnUS/jzh29xNul3GKNTFsqAUpUB1iUaUnlXdL46Ah2vD8Xxxv9DemAypntL4OIVhE/zNYgouIcAjQa6xRK6pUJKXoqZqmm4zgcgkw8F8GSp0FdHrmJ818YY1ykUgd5utc5OunR9e7m6utqtT+aWEoeEhBi0k8aTdX3SaDS4cuWK0f1QzH0CnM9OZY+tiFrhCFQlp06dglwuBwD4+fmhSZMmuHr1Ku7fvy+UCQ4ORnBwMC5cuGDgfISHh6NBgwbIyMhAcfGTN0aRkZHw8fHB6dOnDYzdunVrSCQS5OXl4dSpU8K6vdjYWCiVSqSlpQllJRIJ2rdvj/z8fGRlZQnpcrkcMTExyM3NxZUrV4R0b29vREVFITs7G7du3RLSq6JPMpkMqampBtfVWfqk02E+deoU2rdv7xR9ckY76dDdoEtKSnD27Fmn6BPgfHbS9amkpMTgfmiuTwGduqNb/DjsW/8lLh87AkbqAl6tQlkqcghe85HCxTsIK+7loJlSjUC9dlbkEHx99Dq+PnodQ5q64c0hT6FRfa9aYyddn3T3wzNnzqBDhw5269Px48eNbAkAKSkpBn/TeLKuTyyrXURSUFBgsIJCzH1yRjspleYFEkzB8CLbGWLZsmWYO3cuNmzYgHHjxll0jEKhgKenJ6Kjo5Genm6Uv3v3bgwZMgRz5szB8uXLy63HXLq/vz8AIC8vDx4eHgCqxkNUq9VITU1F27ZtaUZABH3SaDQ4deoU2rZtSzMCIuiTzl6xsbFGAXJi7VN56WLvk6n7YXl90qjVeHjnNr7593RYgs4hYFg5NKxacAgAwIXnTToEOkw5BEJ7AEyIC8MrTzdCoLdbhX0Vu5106fr3Q3vOCKxevRqvvfYayrJq1SpMnjzZoX3Sx1nspEOj0eD06dNo166dwf1QzH0CnM9OCoUCPj4+AIDCwkLhmdQctWJGwMPDA4GBgbh69So0Go1w4XToPFtdrEB59VSEVCo12n5bZ/CylG1HRemmtvVmWRY+Pj6QSqVGx5kqzzCM2XpMtdHadHv0ydp0MfWJYRjBXrobqdj7ZGm6GPuksxfLsibrEWOfKkoXc5/M3Q/N9UkilaJ+wxC06tUP6Qf3mTyPPsIMgSwaLu590eXaSABAemCyoC4k43jsupVt5AzoZghKeBd0LF2NfDxZaqq/ZGjZs60wun2jCvsqZjvp0vXvh4B9+2Su7Sa/BzSeLL4fent7m70firFPOpzJTubKmKNWBAsDQPfu3aFQKPDHH38Y5e3du1coIzYkEgmioqLMfpmImgXZS1yQvcSFLfZiWBZ9J75mYTCxFn11Id2+AzpIXchyaHyJC7KXc+J0jkBubi6ysrKQm5trkD5p0iQA2l2K9ddPHThwAHv37kW3bt0QERFRpW21BxzH4datW0aBjETNhOwlLshe4sJWe2l3JfZBv0kzrFQXSgTHcQh/GEPqQjbgqPFFqkGOge6HzokoHIGvvvoK48aNw7hx4/Djjz8apf38889C2VWrViEqKgqrVq0yqKNnz56YMGECjhw5gqeeegpvvfUWxo4di8GDB8PLywtr1qypyi7ZDRqY4oLsJS7IXuKisvay3CHQqQud0zoDersS6xwCFcNgurdphwCgnYkBx42vsLAwk+mhoaF2PU9tg+6HzokoYgSOHj2KTZs2GaT98ccfwjKf0NBQDB8+vMJ6vvzyS7Ru3RpffvklPvvsM3h6emLo0KH44IMPRDkbQBAEQdgffYcg7sWxOLJ1EzIO7QcrkYHTGCpy8OosKAuyhEBiCStHl2sjTcqN2qIupIsdmBAXhvFdwxDoLa/CKyFOrl69ajL92rVraN++fRW3hiBqNqJwBDZu3IiNGzdaVHbBggVYsGCByTyWZTFjxgzMmDHDfo0jCIIgnBJ9h6DDM89h/azJZsuWDSSWwqXKgokJQx48eGBVOkHUZkSxNIgwD8uy8PPzM6uSQNQsyF7iguwlLhxlL4Zl4eMfiKi4nhWW1Q8kBkDBxOVA40tckL2cE9HtI1AT0e1TAFim2UoQBEGID06tRuLaFTh3JKmcUi4AVAZ7DjAMAzWjMt53oIBDs/y7Nu87QEuFTPPDDz9g9OjRJtNHjRpVDS0iiKrD2mdScgTsQHU6AhzH4erVqwgLCyMvXQSQvcQF2UtcVIW9eI5D8eMCIW6gIsghMI+j7PXXX3+hQ4cORuknTpygGIFKQPdDcWDtMylZUuRwHIf79+9TFL9IIHuJC7KXuKgKe5lTFpK6upksz6kyoCxYC5Vif8XqQnJXm9WFvjx8GX9ezhWVwpCj7FVesDBhO3Q/dE5EESxMEARBEDUJawKJAb1g4vLUhQL8tTMEFqgLKSBHLu+NTD4UPICle7IAACwD/KureGcJ7AEFCxOE5dCMAEEQBEHYiC6QuFWvfhaVF2YIivaD53lIea26kG4zMp260JDgIKPZAZ5/4hB8I/sQO2Tz4Y1Cw/r5J7ME2/66YZ9OEgThtJAjIHJYlkVwcDCt1xMJZC9xQfYSF9VlL4Zl0XfiaxbuSqzFFnUhhgF0izKcQWGIxpe4IHs5JxQsbAdINYggCIIArAkmtkFdyCMAKLhtVJMzBxTbAqkGEbUZUg2qBqrTEdBoNLhw4QIiIiIgMaFLTdQsyF7iguwlLmqSvaxXF4qC1L0/GJQCjBs0rNrYIYgYh2Z/b0NgzgWTdYjNIXCUvUg1yDHUpPFFmIdUg2oZPM8jPz8f5M+JA7KXuCB7iYuaZC/r1YXOQfl4K0rz10Cl2A9WrULnqyMM1YUubsJgTxUOe/ma3JDMUoWhD3Zn1gh1IUfZi1SDHENNGl+E/SBHgCAIgiAchL5DMH7Fl1CXlpgvzN3T/k9PctTIIeA1mF7PE4NDGpqUGwWcW3LUEkg1iCAsh+RDCYIgCMLB6KsLpR/cZ9ExguSoLBou7n3R5dpIAEB6YDJUDDA9wB8ynseum9kmNyPTOQQlvAs6lq5GPjyFvLKSo0tHtsLo9o0q31GCIEQFzQiIHJZlER4eTlH8IoHsJS7IXuKiptvLlLpQg/CmFR6nrzBkpC7EMDjpVQ+ZdRuanB2oSF1IW6Z6FIZqur0IQ8hezgkFC9sBUg0iCIIgrIHnOJQoCuHq7oHENZ/i3JGkckobKwxdrZeG4Lzm+KvRHtMKQyZmCMoLJgZqZkCxLZBqEFGbIdWgaqC6VYMyMjIQHR1NUfwigOwlLshe4kKs9rJeYcgKydFyHAL93Yn1qSqHwFH2ItUgxyDW8VXbINWgWgbP8yguLqYofpFA9hIXZC9xIVZ7mVMYYqUyk+X1g4k5TREknBRdro00VBjylmBwSJBRQDEPw92Jq1NhyFH2ItUgxyDW8UWUDzkCBEEQBFEDKKswxKmV5Za3yCEI8DdwCJgydTijwhCpBhGE5ZBqEEEQBEHUIKxVGCqrLiSFSxmFIa1DION47MrnEJhnvDsxKQwRRO2EZgREjkQiQWRkJK3XEwlkL3FB9hIXzmQvUwpDFaGvLgTAWGGIZXCy3Yu40yDC9PFVrDDkTPaqDZC9nBMKFrYDpBpEEARBOArLg4mN1YVMBhMzEqx4qEAzuJicHQDErTBEqkFEbYZUg6qB6nQE1Go1Tp8+jaeeegpSKa30qumQvcQF2UtcOLu97K4u9I9DUJ9xQd2CqlcYcpS9SDXIMTj7+HIWrH0mJUs6ARoTN2+i5kL2EhdkL3HhzPbSDyaOe3Gs4BBIXd2gLi0xKi/EDrhEQereHxKo0fnqCAQWNBH2IJiucwq8g7DiXg6aKdWCQ6CvMASYniXQBRR/deQq3hkUiVYNvRFW38Nip8AR9ipPNYgcgcrhzOOrtkKOAEEQBEGICH2HoMMzz2H9rMnlludU56B8/BDg7oF1iUYo1xUM64ou10ai4/WhwizB9AB/7R4EZRwCHTqnwJxDoB9Q/K+u1bdsiFSDCMJyKFiYIAiCIESIvrpQhXD3tP/TSY4W7QfP85DyWoWhVne6A4CgMDQkOAh3fBqarErnEOyQzYc3Co1PxT+RHd321w3bO0gQhMMhR0DkSCQStG7dmqL4RQLZS1yQvcRFbbSXLepCQNUoDPEoX2GoNtpLzJC9nBMKFrYD1RkszPM8NBoNJBIJGKbsVjFETYPsJS7IXuKitturbDBxg/CmyLlyyUxp+ysMlRdQbCp+wFH2ItUgx1Dbx5dYINWgaqC6VYNSU1MRGxtLUfwigOwlLshe4oLspYXnOJQoCuHq7oHENZ/i3JGkCo+xVWGIBwx2K65IdlQ/fsDPw8Uh9iLVIMdA40sckGoQQRAEQdRiGJaFvI4XAGDgtDfR4+UJDlcY0lFeQDHwJH7gqyNXMb5rY7T1INUggqhOyBEgCIIgCCfF4QpDBRya5RvvQVCRQ8AD+ProdXwN4F+KLEyIa2I3hSFSDSIIy6FgYYIgCIJwchymMOQtwZCQhrhjJoC0IoUhQOsQkMIQQVQP5AiIHIlEgtjYWIriFwlkL3FB9hIXZK/ycZjCEAOc9KpnVm6UxxOFoW7sGZMqQzqFof+duY07+cVW9YuoGmh8OScULGwHqls1qLi4GHK5nKL4RQDZS1yQvcQF2ctyHKkwVDaguCzWBBTbslyIVIMcA40vcUCqQdUAqQYRlkL2EhdkL3FB9rIeeygMXfE9IwQUC06BfvwAJIBGaVRPRQ6BOdnRiiDVIMdA40sckGoQQRAEQRAWYQ+FobDcCIAxEVDsLYGLVxBW+HZGszPbKwwoLrsPAQ9g6Z4sANbNEpBqEEFYDjkCBEEQBEFUWmFIKu8KCSs3dggepcAlpCFW3LuH+hoOdTWcwT4EOocAMD9LoC87OiGufIeAVIMIwnIoWNgJoMAdcUH2EhdkL3FB9qo8jlEYAqYH+GN0w0AMCQ4SVIYYaJ0BHRWpDPHQOgSkMlQ90PhyPsgREDlSqRTt27en9XoigewlLshe4oLsZT8cpTAEAEqWwcm6AVpnwKshyoadcvwTlSFTCkMAqQxVBzS+nBMKFrYD1a0alJ+fD29vb4riFwFkL3FB9hIXZC/HYA+FIXMBxcsaj0b0uV8RlHPBZG3m4gf0KRs/QKpBjoHGlzgg1aBqgFSDCEshe4kLspe4IHs5FtsUhrQBxQxKAcbNobKjOpUh2eO7mPjiM9A8NowJINWgykHjSxyQahBBEARBEHbHNoUhCwOK67oBAFy8g7DiXg6aKdWVUhlqOGUDCv7aiccnfxUcAlINIghjKEaAIAiCIAir0FcYGr/iS5NOgICFAcUAoGIYTA/w1wYUm9ipWF9l6BvZh2aDihmWhXfHZ9FwygZ4ttbGOJBqEEEYQzMCdqbHR4cgkcnx6eg26NSknpB+82ERRq1NAQD0b+mPhc9EGxw3YdNfyLhdAAA49p/eBnk/pt7Ex/u06ycXDGuBAdGBQp5CqcH0vXlwOZiEjuH1sPKFpwyO/fePZ3D0Yi4A4LeZcajrIRPyDpy7h3d3ZgAAXu/dDPEdGxkcG7f8IFRqHhEBdfDNeMPNWZbsOYdf/84GAHw3sSOa+HkKeSevP8L0704BAF7u1BjTezY1OHbo50dx/3Ep/Oq44n8zuhrkrT50Cd+mXNf+e0xbtGtcV8i7fL8QY9YdBwAMaxOE/wyKMjj2lfUncOHuY7hIGRx5q5dB3pbjN/DZgYsAgA9GRKN3lL+Q90ihxMCVRwAAXZvVx39HxRgcO/P70zh+5SEA4PfZ3eHp+mTYJGbcwYJfMwEAs/tFYFRsiMGxTy85AACIbuiFr8a2B8Mwwq6M83/JwN6z2h/IH6d0Qoivu3BcyuUHeGPb3wCACXFhmBAXblDvgBWHkVekQnBdObZP7WyQt+L3C/j+xE0AwLpXYtEq2FvIy7pbgHHr/wIAPNuuIeb0jzQ49sWEY7iaq4C7qwQHZ/cwyNv05zWsSboMAFj+XGt0i/AT8nIKSjBs1R8AgJ6RDbB0ZCuDY6d9dxKnrucBAJLf6gFX6RPliV/+vi28xZs7KBLPtHny41+q1qD78iQAQNvGPvhiTDuDeufuSMehrBwAwK+vdUEDLzch7/CF+3hrexoAYGqPJhjbOdTg2F4fJ6GoVIOw+h7YOulpg7yP9mbhp5O3AfCY28XHYD1s+q18TPwmFQDwQocQzOoTYXDsc2v+xK1HxfBxd0HirG4GeV8duYKvjmg1zqvqHlFYqkafj7VLMDqG+zr1PeJqrkK4Hw5r01CU9wh9xHCP0FcYSj+4D5bAKTPAu7YHJNqxVXZ2APgnoLjdi2iX/isC9eIHGOG/vEFQ8X3ex/RyIZaF74DX4dNtLArVCoM8+9wjgI3j2yMywEvIc957BI+P+vga3A/Fdo9whucIfcq7R1gKOQJ25l5BKVgZA6WGM0jXcDzuFmjfmOQXq4yOe6BQCvllKVZphLxileFUKcuyeFCsAYo1eKgw3rkxr+hJvVyZcJASFSfkFSnVxn3JL4VSw6Gep8woL79IJRyr4QzrVaqf1FtYalzv/celZvtaWKoW8pTqcq5hkYlrWKitVyYxnugqUj6pt0RlWC/HP6k3r8j4Gj7Us03ZkJrybANAyAv00T6gSiQSxMRobxD5xeVcQ82Ta/i4xPga5jwuxUOFEq4uxn19XKJ3Dct8D9WaJ30tKDauN/efa6h/k9Khb5vSsrbh9b/fxtfwQWE532+l3jVUmr+GDwqN680vflKvpoxtSiv4HuYUlKKwVI06bsZ9LSh+0tcmTZsZSOZVZJv7/1zDstdeV96cbRx1j+D1bOPs9wieeXI/FOs9Qh+x3CN0CkPnQ+Jwavt3iFZkwS2wMUruXDc6XosLlI83GMQPSBg3I4dg7pUf4OIpwfJiP0iLeTTnH8HLxQ8eJXcBACzDI5jJxSbZ8nLjBxiGgcTDB5lqd/x5OVfYpdhe9wi1xjrbiPke0aJFS4P7odjuEc7wHKFPefcISyFHwM74e7lCInMz+hJJWAYB/7yt9Ja7GB1Xz0Mm5JdF7iIR8uQuhhq+PM+jgacLWJaFr4fxQPNxf1IvWybK382FFfLcZcZfBX9vV6jUPOp5uhrlebu7CMdKWMN6ZdIn9Zp6oPSr42rwf308XaXCsTJpOdfQ3cQ19HRFgJcbXKTGagbusif1upX5YWSZJ/X6uBtfQ18925RVSijPNgCEvHr/2IbjOOTm5qJ+/frwlpdzDSVPrqGpH6EGdVwhk7DwM2GbOm5617DM91AqedJXL7lxvfU9XfG4RA13V+O+6NvGtaxtGP3vt/E1rOdZzvdbpncNZeVcQxM/JN7yJ/VKytjGtYLvYQMvV3iWSlHfxDX0kuv6yqMg7xG4wDpgWW2fK7KNn6crSlUcfEx8R8uzjaPuEYyebZz9HsHiyf1QrPcIfcR0j2BYFl4+dXGuyQBc1vTAolGxKDqw2UxAsfYBzNL4gTfqazcOk/JyTPN+FkPu7DGYJQAqjh8AgIN3ZTi47rigMtQyyMsO9wjtNTNoi9PeI3g8ePAAdd0DhPuh2O4RzvAcoU959whLIdUgO0CqQYSlkL3EBdlLXJC9ahZlZUfNBRTrY5HsKCPBitx8NFPkm1UYAixXGWrV0FuYJSDMQ+NLHJBqEEEQBEEQ1Y5+QHGHZ57D+lmTKzyGU2VAqcoQlg2F5UYAjKuxylA9T7j4emLFvXuor+FQV8NVSmWo7F4EBFFbEI0j8Ndff2H+/PlISUmBUqlEy5YtMWvWLMTHx1t0fFJSEnr27Gk2PyUlBU8//XTlG7qyLeDKAiMTgLC4J+mPrgHrB2r/HTUEGPSR4XFbXgDu/H979x0fVZU3fvxzp6U3SIDQCb0XAypFRAVURLEjqJQV3LX8XKwr6CIrrmLZZffhWRsrsqI++ijqI7tqULqiiEAECwQIvQZIT6be3x+TuTN3ZpJMgJSbfN+vFzpzz9wz555z52TO3Hu+J9v7+KFf9Glb34ZV872Pr1oAva71p9mLGLh6MuavrdBxONy4WL/vx/fAntXex7/7GmKb+dN2fg4rZnkfj3wUMqfp913YD9xOaNET7liuT8t6ArZ/6H085f8gtas/7eAmeH+K9/GQu2DEQ/p9Xx0JxScgvgXcvVaftv4l2FRxDLcshXYBk4vycmBpxbH3vRHGzNfv+9YNcOIXMFvh9z/q0zYvgbXPex9f81fofqU/rfQ0vDzM+7jzKJjwD/2+H94F+7wTYblvE0Ql+NN+/j/47DHv48uegIGT9fu+VDERKb0/TPoffdp/HoFfVngfT/8MUjr603LXw/KZ3scX3wtD79Pv+4+hUHYGktvDb77Qp615Dn5Y6n182zvQOmDi1/GfYNlN3scDboPL/6jf981r4NQesMXB/Zv1ad+9Bhv+6n183SLoEjAZregYvFbx+eo2Bsb/Tb/v+3fCQe8ERB7YBpaAy7k//i+srCjH6D9Bv4AFf1x2+NsA7+N2g+GWf+nz/fQB2FUxQXHmakho5U/b/RV8UlFvw2fBhTP1+/5XJjhKoHlnmLpCn/bVn2Dbu5hRiek3F8j0px3ZCu9W9DsXTIFL/6Df959jIf8AxKTAPd/o075ZBBv/2/u4DvsIFlV8jjoOa9x9xKkcf3/Y9ybpIxpIH6GYTCTHKvRNK2T7yURaNo/i+Ck7VdHdNmTrgzV2NBa8UYYAtqevxanAva28EzZtHpUVx06Rbi/V5aOq/gEBQLlq5UL7f1NAPCNMP/K89TUAXnaN5/X1Y1m8PpfnbuzLrYPbR9RHAHD7B9Cytz+tkfYRZlQsg/+uTzNaH9GUvkdEyBADgTVr1jB27FhsNhsTJ04kKSmJ5cuXM3nyZPbt28fs2bMjzmvkyJFceumlIdvbtm17fgpbfBQcCriDOjmPG4q8s+Mpyw/drzTPnx7MWepPc+qXUlcUiLLngR0oDRMarfS0f181aGKSq8yf5tBHUwCg6Ci4HRCXGppWlu/f1xM0kcdl96fZi0L3LT5R+bHai/xpruA6dFVdhyUnvenm0PvocJQE5Bu0HL3q8aeVng7dt/RUQB0G3UnnDKhDp/4PEOBPS/JGwlEUxb8qo64Ogy5vu6urw2PecllC74+kvNC/rztoMpTb6U8rLwjd11eHtoTQNEdVbRN4fp8Jk++pCM/vKuqwJMz5XXam8joMPA8dYeqw6Jh3e3RiaFp5ARQdQQESY6P193Tq6rAwdN/i49704D4A9Od3HfURqGrA+d24+wjF4/b3hwbtI3QaUR+hoDK6eTYjki1E9bmKz/Murn5BMl/Y0TBRhtILO5PV/Q3/W5sUfkhpzQUekz7KUMBH16OiizIUhZN0xdue8VRM5MQbjSzWZmZc0VFMjuIq+wigmjpsPH2EAiQmxOv7Q4P1EY3he4ROVX1EhBr8QMDlcnHXXXehKArr1q1j4EDvLxdz587l4osvZu7cudx888107dq1mpy8Lr30Up566qnaK3B8uveKgDmo8zWZIaG193FMcuh+san+9GDWWH+aVX/J0my2+NNimxMitpk/XQmaBW+J8afZwtxDlpDu7dDi0kLTYpL9+5qCTiNLlD8tKswfi/gW+v8Hikrw7xv8B8xkqboO49K86ebQCUDY4gLyDbrsq5gC6rAZIWKbB9Rh0GQca0AdWsOE7dLy9XaCZrOZnj17+o9Bq8OgCULm6uqwlfc18S1D06IT/fsG14XZ6k+LTiJEXJr3D1e488FWVdsEnt8phIhrHuH5XUUdxoU5v2NSKq/DwPMw3JeWhFbgSAh/fkcnaft26tINAqJk6OswzBeE+JbePz7h6iHw/K6jPgJFaTJ9hNkaZfg+QqeR9RFKYmtiAOKac9Ut+gXJquaLMuSfP5Bxuj9jdk7XzR94PMaBVTHzfHEKyplCesVCfKmLhChvm5gUdFGGXnGN47QajwcTxfgn2XpUuP/dbfSyJZAWFUNUdHNChlMBfUTVddi4+ohu3Xvo+0OD9RGN4XuETlV9RIQa/GThrKwsxo4dy7Rp03jjjTd0ae+99x4TJ07k8ccf589//nOV+fhuDZo7d+55HwjU52Rhj8fDkSNHaN26tTaLXzRc0l7GIu1lLNJexuLxeDh86BApCfF8/d5b7Fi9khYZXTixd3eV+wWGHUXxXrFzKU7dOgQAFo9K6v8e5IluMDLZ+2u/dwUC33oEXjKpODLy+TKGRjdZeM2aNQCMGTMmJM23be3atSFplcnJyeHvf/87paWldOjQgdGjR5OaGmaUFUZJSZjLXlVsrwsej4dDhw7RqlUr+WAagLSXsUh7GYu0l7F4PB4OHzlCemYmY2bezyWTpxEVG8fnL/+VX9avwRodg7O8LHS/KsKOphd21l0lOHZre+5zeVhw5CQDcZHudhP0e6xMKo6QfL4apwZ/ReDmm2/mgw8+YPPmzVxwwQUh6WlpaSiKwokTJ6rMp7LJwjExMcybN49HHnmk2rIEx34NZ+TSkZijzTwz7BmGpA/BZDLh8Xg4WHiQ6VnTAbis/WXMuWgObrdbW1jigTUP8OsZb0eTdUOWbsGJFbkr+K9t/wUqPJr5KJe3907AMpvNFJQVMP6j8disNi5oeQF/HvZnbbEPt9vN3I1z+fbotwB8eO2HJEUl4a6IrLDu0Dqe+f4ZAO7uezc3dLlBd6zjPh6H0+OkS1IX/vsy7+Qlk8mEyWTixe9f5LPczwB49YpXyUjOwGQy4Xa72XZiG4+ufxSAid0nMqP/DN2xTvpsEqfKT5Eak8rbV76tq78lPy/hf3b+D6jw/Ijn6Z/WXzvW3IJcZmTNAODKjlcya9AsLBYLqqridru5d9W97M7fjdVs5fMbP8fj8eDxeO95/jDnQ17b4Z0U9sSFTzCitX8CVqGzkJtXeCeoXtTqIuZdPE93rI+ufZQfjv8AwPLxy0mIStCO9cv9X/L8Zu/kofsH3s+ErhNwufz3Oo5dPhYU6NmsJwtHLsTtdrNlyxYGDRrES1tf4quDX4EKb4x5gzbx3vv/LBYLm45u4vH1jwNwe8/bubPXnZjNZu2Ybvn3LRTYC2gd35q3rn5Ld6yv/vgqy/d4J2X97dK/0SOlh1aePQV7uGfVPQCM7zSe+wbcpzvW6Z9PZ3/hfmKtsXw0/iPMZrP31zaXi//Z+T8s+WkJAH8a9ieGth6qnUsny05y+2e3gwKXtLmEOUPm6Nr10Q2Pkn0yG1T49LpPsZlt3kV+zGZW7FnBX3/wTjD8/cDfc3XG1dqxljvLGf/JeAD6p/XnL6P+ojvW+d/NZ/0R72qOb1/5Nqkx/kH9t8e+Ze7GuQBM6zWNid0naueSoiiM/2g8pc5SOiR24LUrXtN9bhZtW8Snez8F4LctfsuEYRO0z//Pp35m1tpZoMCNXW9kZh//JGRFUZiWNY3DxYdJsiXx/rj3te1ms5k3d7zJWz+/BVBnfUSJs4TrPr4OoNH3EbtP72b659OxWW2G7SMCPb/5+UbdRwT2h49vfFzrI/5v/CeU5p3iXw/fS6QiuUpgVlX+fvwEzaNTaVZ4jFyblSdTvbdx/Ca/kElFxVp+DtXC8DbdcJhU7I6WlB3QBxuISvuClJbZWM0mnhv2N4a266sda2PuIx5v8zgjh4zU+kOj9RGN4XtEoHB9RElJCcnJyUAjuSJQUOCdrJSUFOZeRSAxMZFDhw5Vm09aWhovvPAC11xzDe3btyc/P5/Vq1fz2GOP8eijj5KYmMjdd1cf2qw6J8tPYlJN7Ph1B2nlaXTu3Jnc3Fx+OvwTJ8q8g5XjBd4JULt27dKO79CpQ5wo96bv2LGDsjL/ryCnbac5UepN+yXnF5JOeOuiX79+uD1u8l354IL9J/ZrMX4dDgc//vgj+4/v197Xg4eCggJ+/dXbUfxc9LOW78mCk2ze7I8AkZSUxInSEzg9TqLd0VpaWpr3mA6fOqzlm709m+jO0bRt25Zdu3ax4+gOLe1k4cmQYzpaeNRbZmDr1q1a5wmQr+RrZdrxyw6c+72TsDIzMyktK9Xy3XtkL1uVrQwePFg7pkOnD3HCfgKL4j2t8/Ly2Lt3LwA7T+/U8j128hibj/iP1ZZs09L2H9+vHWvbtm1p27YtR04f0d53y5Yt9O7amxYtWrBjxw5+OfaLlna66HTIMfnSWsa2ZPPmzaiqSn5+Plu2bKHAUaC9b/aP2Ry1HcVsNjN48GDOFJ3R9s3Zn8MOzw769++vHdPRoqMUu4tRPN7O+MiRI9rnYPeJ3f7jObSf4j3+P27lieVa2p7De9js8h5rRkYGLVq04EjBEU6UnyDa7m3zHj16kJyczNatW9l1YpdWpqKyItxut1ZXp52n/fVQdlp3LpnNZs6Un9He94cffsBqshITE0P//v05mX9S2/fXPb/SxdWFnj17cuTIEXIP5GppR/K9E6Jyc3M5edJ7Xu07tk/Ld/fe3ewr26e9b15cnpa2a98uNhd5y+Q7pmPFxyj3lGN2m9m8eTP9+vXDZrOxefNm9hzfo72vW3VTXl7OTz/95K23Mn/aqeJTumONiYkhr8z7vqX2Ui0tKSmJnj17cuz0MW3fuuojXIpLy7fR9xHlpVp/aNQ+IlCBvXH3Eb7+MDs7W9dHbNm6FYtiofWATI5s89dJ8C09gSKJMuRWFH+UoaQ2zMk7xYmKePilJpMuf5viwmQtxG0yYfGEmfBrKqPEfRrcMOWNb5k7Opau5jxvvTXiPkJVVQoLC8nJyQEM2Ec0gu8RgcL1EQ6Hg5po8AOB86V379707u0P7xUbG8vkyZPp378/F1xwAXPnzmXGjBlVXu4qLi4Ou72kpISWLb2dy+RtT2KzRtOhSxqdOnUCoFOnTjgUlSkfPg2AqVMJjIVu3bppo9uLv7iZEae993T1ub2PbiS/59NTTNni3bfdVbFkZnpDGZrNZsoK7Nz5w9MoCnhaFZN5fSZms5mYmBgyMzPpv+5KBhz2hoJzXuOhRbMUbf/ja0q1fONjFTKv94dIVBSFia89gcljwpVUQuZN3jRf/XTYM4Qpu0YC0OWi7rRuXTGRqFs3jhcV+vP1OGEE9OnjP6ZxH92LpTwaV7SdgdcHhK0Dtr11kCnbvPt26JlO5qALtGP1FFu1fC1dSxl4jXffpKQkMjMzGfGfSVgK4vCYPHAnpKam0qyZ99eencuPM2VLPwDi2iaSOdJ/rCfzT2v5qm2KyZygP9Z+v17JgGPeOux7bX+aJSV726lPH3YfPa7tG5VohUFoE9oBprzrTXM1KyFzTiYej4f9+/fToUMHNv4jlym5FwPQdUQvurbvqO1nPpWg5ZuY6aLPVX0A/zFd9+EsLA4bzrgymAitW7emVStv6MwfluynzQ5v2zTr35rMzL5avtk7f9XytfUoI3Oc/lhHbr8Ta1EsbouLzNsytV+FBg4cyI/vH2TKlkHeeuoUh7mzWTuXDhw/wpQPvPmSV0LmAwHhNoEeCy6n9wnvL04DbhpITJQ/Ek/skVZamdpebqNbt26A95iSUpKZ8p43zZ1WDNd7P08dOnTwtsHXo+lzYAIAba7oQLuW6dp7rvz6Gy3flAs9ZI71f24Abtr2GGaXBWdCKZk3+481MzOTTa/n0uFX7y9mCe0SiI31f+7c221M+dibb4zTTuZU/efmkvfuwFISg8vmIHNiprYdoPn+rlqZ6qqPsBc5tbTG3kdQHKX1h0btIwJ9s2hvo+4jAvvDHi+E9hGDMzNxlJbw5oJnKNvzC5ibgztMVBufKqIMDd13Pd+3/Ywt7byhVB0K7HcN4c7Nd6KgYkr7EoV3dNldv20OJk8UhbYC9kdl624XuujEIHrtvRqADxOKmLtiJ3+9pR+D2qfgPtB4+4ikfs1ITk42bB/RGL5HBArXR9T0dvUGPxDwXQnwjXiDFRYWVnq1IBJ9+vThwgsvZP369ezevVv7EhJOJJOAo+0JRHli6J7cQzsBTCYT6fGtibEfAKBbojfCka8DBegS3YPj9sKQ7QD9UvqTb9/lLW9KL92KfglRCcQ6vFEJ2sV11KVZLBZ6xfdjn937K0WiLRFFUbTX9E7pwyH7DgD6p3QJWSkwwZmCx6WSGtU6JK1f4gB+sR8FoG1CO+1YzWYzXZO68ZPdeyL2T+4QckytlHaU2O3ExUSF5Ns/eRBb7PsB6JrUTZfeJq4NMfbDAPRM6q6l+Y6pU1RX8uzFmCqWBvddkgPo32wgX9u9E9B6JffR5ZsclUyM3VuHHeMzQsrUI64PB+3eUXpidKLuWPuk9OOY/WdvnaR00+rdx5dvy+i22nZfhKu+if3ZZff+4UqP19dxt8Tu7KxYgXNAcket/nzHlKamU2530jKxZeixJg8i234QgE6J+uNpn9CBGLv314M+yT1DjrWDtTNn7CVYFXPIuTSg2SC+tXt/GemR1EN3LrWIbaEda+eEziH5dovuxRF7PgCxtljMAcu+903pT57d+wt0v2Y9dMcaa4vV8m0d0z7kWPsk9GOP3ftrUVpsmu59eyT3ZK99u7cOm4W2a4o7DafdTetm6SHH2j95EDsqzrUhXQbrzt/OSZ3ZVnEs/ZPaheTbxtyRQnsZ0VZrmPN7IN/b9wHUWR8RZ43T6rCx9xFtE9oS6/BeOTJyH+HTFPoIX39YWR9hSUpm5FUPsPqtbFSiaN5yI0d3fUfVfFGG9LcLDTl0NYMOj9ZuF/oqKoarnMne+m09iqOOzbrQoymORJxqLG3UIp5OWKCbVGwt6Uq8s+L4HVF4LCoPvPcjJgVm9mpDQsWxNrY+om+Xvrq8jdZHNJbvET7h+oiarvrc4AcCvk4iJycnZI7AmTNnyMvLY+jQoef0Hr7JwqWlYeK31lBcUhRRtijdFx0Ak0khLtkbxioqNjQsVUyCTUsPZrGZtTSLTZ+vR/UQFW/GYjETHReab3ScRds3eI6DxWrS0qxRoWGn4pOjcLtUYhNC4+lGxVq1fU0mfb7mgHxtMaH5xibadP8PZIvxH6vZWrM6jK2oQ7Ml9OKxNSqgDoPyVRR/vtFxoR+J6Dj/sQZfl7bYTAFtE3qsvrSYijr0eDzk5ubSqVOnquvQEliHoWWKS7J5XxO2Dv1tbjLr8zWZA+owTL6xiVYcZVFhzwdrlKXStlEC2ybMeRiTYK3i/DZVen5DYB2G5hsV0DZKFeehNSpcHUbhjHYTmxgmX60OVQ4fOUTztt39f5AD6jBs2yTacDs9Yc+lwLapqz4ChYDzu3H3ESho/aFR+4hAjb2PCOwPq+ojrFEW4pslA3DBNb+hXY/7tbCjLTp14URucJQh760gVU0qvnD/eHa2+I5iWz4AS/PWMKe1k4WOFnTFSnr+YeLMZ3B6Sok1eX+IDJxU/EzZCziUdNyY8AStVfBR9hGuV6JIiLZwvMzB0YIy3cRi4/YRKvv276N7ry5af2i0PqIxfI8IVFUdRqrBDwRGjhzJs88+S1ZWFhMnTtSlZWVlaa85Wy6Xiy1btqAoCu3btz+nsgLYC98AqxWP6yHAHyNY9RRgL/BOMnGWXgzorzw4ij/GXrCn4tkwXZrb8RP2Au/kIY/jbsAfN9fjtlN25hVsVhvOkj5Ab92+zpIs7AVbvWVQ+wL+E9/t3KuVyW2/DdAvVmEv+CdulwtHYgdggC7NVbYOe8HaimN7BvBfLfG4jmj5usrGAR31x1r0NvaCM1iUFGBwUL6bsBf8uyKfPwD+qz2q50xAviOBLvp8i5djL9iP2WIB9INDt3079oJ3K477XsA/qVRVy/xtUzIQ6KXb11nyH+wFOypePJDAj43Hsdtfh447gHTdvr40R3FnoB8ej4eTJ0/SoUMHnKWrsBdsrDi2BYD/D4XHddB/rOUTAP25aS98C3txEXZbS0A/QHaVbcRe4L38rbqfBPxxrD3uvIB8Lwc66/Z1FH2AveAwnugYQL/Sttu+FXvBB958nA8A/njTqqfEn2/JYKCHbl9n8QrsBd5f/VWGAP5O1O34FXvBkorH0wD/6sAqbn/bFPcA/LcweN/rS+wF31eUoScERPv2OPcHnN83AfpFA+2Fb+IsL8MR2wYYpM+3/GvsBd4JWKfybsTj6ar94VPdJwLOw7FAJ32+Re9hLziO4k4ALgzK9wfsBR97y1dHfQSqI+D8btx9hMd5SusPjdpH6PJt5H2Erj+MsI/wOKcRm3SpFmXIbLXx8oxJuBwOFJMJ1RO0KJ7vdiHnDhzOHboBQY9DbSkvexuzaqGlNYqf0t3cmxKNVTGzUGlB0eHleEqLibWVQUVoeBXvgGC0YyE/FbZEBYbF9ifH0km7bcjjPoG94DPsBbD265488stgXaQhw/YRKuSdnEJXT4bWHxqtj2gM3yN0+VbRR0SqwQ8ELr/8cjIyMnjnnXf4f//v/zFgwAAAioqKePrpp7FYLEydOlV7fV5eHnl5eaSmpurCgm7cuJGLLrpI94uXy+XikUceYf/+/Vx55ZXafWDnovjMaZwWC26nfqVBj8dD8WnvvY32kuKQ/coKC7T0YE57uZbmdOhXyVNVFUdxEQ6grCh0QlNZcaG2b3CAKJfDoaU5woRoKz59CrfLRWxickhaeXGxtq8nYJIOgNvp9OdbFnqVpST/TKXH6igr1dJC6tDt1tLKw8zXKC3w1qE5zGUxR3mZtq8raCKNqqpaWllxmDosCqxDfZrTYfe3TcVl+kC+tITmqSFp9pKAOgz641VtHZ45TVlRIRZr6C8EjrISfx26gurQ5fLXYZj7CEsL8ik+fQpbTGhn4igLqMOgtlEDzu/y4qLQfIuqOr8D6zB0pU1fWmlR6O2B5cVF/rYJqkOXrg5Dz++SM6dwlJURFRt6y195ib8O1eDz2xWYb5g6rDi/g89f7+urOL9rrY/w12Gj7yM8bq0/lD6icfcRislETEIiLqdTa6+QQUAY/gFBT0zWLpjddsBORt5AMr6drN02dG9yNJNK7dhcUZy0uDlqNutCj5Z7LBS7vD88zLa8Q4rNroUedeAh3u2tO5vHgUeF19fnsnh9Ln+4ugfOk3nYDdpHBJ/ghusjmtD3iEg1+IGAxWJh8eLFjB07lhEjRnDbbbeRmJjI8uXLyc3NZf78+br7+hctWsS8efNCFg677bbbUBSFoUOH0qZNG/Lz81m3bh07d+6kffv2vPLKK+elvPEpzYiyWjFb9ZecTCYT8c28v45ExcWH7BeTmKSlB7NGRWtpVpv+sp+iKNjiE7BZbcQkhK5gGBOfqO0bctnfZtPSbNGhnXp8s+beD3CYORjR8fHavqagexHNVqs/35jYkH3jklN0/w9ki4nV9g2pQ7NZS4uOD63D2CRvHYb7ANuiY7R9LTb9H0ZFUbS0mPgwdZgQWIf6NKstyt82UdHBu/rzTQytw6i4gDoMmqRebR2mNMNstRIbtg7j/HVoCapDi8Vfh2HmvMQmJWMvLcEa5nywxQTUYVDbKAHnd3R86CqQsQlVnd+BdRh6WduXFpsQ7jxM8LdNUB1adHUYejxxKc2xxZQRWzFpS5dvXEUdqqAEn9+WwHzD1GFyCi6nI2w9VHl+11ofEXAeNvY+wmTW+kPpI5peH2EyWyg8eRxTQhKeih8OVDW0TcB725DHdbTimQUUKxZVH2WoLMqN0+LhaJyJa9q1ZsXBI6THtYLCw0SbXMRbKgYliqrdNgRwwJ3Mm+YLUVFwmPznkm89ghtLTCSa47BGhZ6jDbqPUAmpTMP1EU3oe0SkGvw6Aj6bNm1i7ty5bNy4EYfDQe/evfn973/P5MmTda976qmnwg4EFixYwOeff86uXbvIy8vDYrHQpUsXxo8fz0MPPURKSpilviMkKwuLSEl7GYu0l7FIexnL+W4v1eOhvKSYN/71FhuWvk5mp7bV71TBljANpSLKEBB2peJnC+xkDH2IlE2LdZOKwR/a1KMqHFGbM8c1nZNqctiVin1MCnx0z1D6tzv77x91ST5fxlDT76SGGQg0ZPU5EBBCCCGE3/vvv8/EW28l1mblqr49uKhzdfP/rIAzokXJAO8cgtMl2qRiEttA4eGQXCtbqTiQAvzh6h70bZNEp9S4JrdasTj/ZCBQD+pzIOB2u9m1axfdunULCRcmGh5pL2OR9jIWaS9jqa32+v777xkyZAjg/aIdOCBokdGFE3uDowwFMLXURRlSTDEoisLeZtm0ze/O9+3/ow0KrIqZhWdKSB32cNirBIEiGRSYFHjsqoY7KJDPlzHU9Dtpg58jIKqmqioFBQUhk/xEwyTtZSzSXsYi7WUstdVeubm5/vcAShxOPvxhOzf+/hFuuW0Sn7/8V35ZvwZrdAzO4AmuIVGGvFcJOuV1AyVKCz0aOKmYnxZhjTezsLwZXUsKSNcmviqAqkUa8s0hCFyPIHBA4FG9cwjAOygIjDTUEMjnq3GSgYAQQgghGo1Tp0KjyahAfnEJJrOZq+55kItvvI03fn93tXlVtRZBemFn3VWCe5vHY20Wz8Ljx0mNTiWl8Jgu0pBP4HoElV0lCI401FCvEgjjk4GAEEIIIZoMxWQiuWU6fS8bw/ZVWbTs3JXje3Iq3yH4KoGtD9bY0WSc7g+gizTkVODeVt7VnG1JbVhx8LAWaSiQquqvEpSrVi60/zcF6CPZ+CINgfcqwbM39OXWwee+5pEQPjLt2+BMJhMZGRkyg98gpL2MRdrLWKS9jKU+20sxmRg94z7uWfwOk55+kZ4jLo14X49jB6qnzPuv4jaZYftu4K5vX6TvUf8Cpw4FfkhK5edLHuBoC/3iX4ri/ZIP3khDeWoSA0y76aXsq/x9VXh8+XY+zT7M0YLQmP21TT5fjZNMFj4PJGqQEEII0TC8//773HrrrWG333zzzWH3UT0eyooKWf/uUnasXhnBpOJW4DkWMqkYwocePZ+RhqBhziEQDYNEDaoH9R01aMeOHfTp00dm8RuAtJexSHsZi7SXsdRWewVGDQq0adMmBg8eXOW+vrUIomLjtEnFkQgXerQuIg3VZfhR+XwZg0QNamJUVaWsrExm8RuEtJexSHsZi7SXsdRWewVGDQq0b9++agcCismkra571T0Pcukdd2lXCVp16c6x3TvD7qefVFx3kYaC5xDUZvhR+Xw1TjIQEEIIIUSjES5qUFXbK6OYTMQmJTNm5v1cMnkaqqry8ozJle+gTSquv0hDdTUoEI2HDASEEEIIISrhu0qgejxapKFq1UakISKLNAShgwKJNiQqI1O/Dc5sNtOjRw+5X88gpL2MRdrLWKS9jMVo7eWLNPS715bRZ9RoAFpkdIlo3/MSaYjwkYYuMWVHFG0o++CZiI81HKO1l4iMTBY+DyRqkBBCCNEwnE3UoJoKN6m42vUIainSEFQ+hyBQXU4sFvVHogbVg/ocCLhcLrZu3crAgQOxWOROr4ZO2stYpL2MRdrLWGqrvc4latDZqJdIQ2YbuB0hedYk/GhN5xDI58sYJGpQE+TWog0II5D2MhZpL2OR9jKW2mivc4kadDbqPNKQswWpXa4iZcuygGhDXuEiDUUysTjSNQnk89X4yEBACCGEEI3G+YoadDbqJNJQcjTkrcbarg0Ljx+nq8MVEn4UajYoeH19LovX58qtQ02QDASEEEIIIc6j2o40BGjRhmyqyoqDR8JEGqpYk0CNLNpQ8JoEEmmoaZCoQQZnNpvp16+fzOI3CGkvY5H2MhZpL2NpCu1VN5GGlNBIQ4lt8F0ZUJTw0YYiiTT0afZhjhaUAU2jvZoimSx8HtTnZGFVVXG73ZjNZi36gGi4pL2MRdrLWKS9jKW22qsuogadjTqLNBQ8sbiSaEM1nljcOol2KdG0bRYnn68GTKIG1YP6jhq0efNmMjMzZRa/AUh7GYu0l7FIexlLbbVXXUcNOhu1HWkI/IOCriPnkv71f8HJXyvNN9JBgQI8OrYb/dunyDyCBkqiBgkhhBCiyarrqEFno7YiDYWbWGzd/hcWDpxE6jeLSCkrDJlYHLxicVWDAhVY8MUu4OxCkIqGRwYCQgghhGg06jNq0Nk4L5GGqphY7PQ4uTdnKaQlYFMTWHHwsG5isaL9N3RQUNnEYggNQSqTi41JJgsLIYQQQtQz31WCmPgE+l42JrKdfIOCiCcWU/XE4oD/Rjqx2Pta7+Ti7INnIjxa0VDIHIHzQCYLi0hJexmLtJexSHsZS1ObLFwTqsdDWVGhdrtQi4wunNi7u+qdGsDEYgVkLYJ6JpOF60F9DwTKysqIiYmRP3wGIO1lLNJexiLtZSy11V5GmCwcqbOKNFShvicWyxyC+iEDgXogUYNEpKS9jEXay1ikvYylttqrMVwRCCfcoCC9aw+O5lT+pR1TS93E4uoGBVaTlYWdq55YHDhkk0FBwyNRg4QQQgjRZBltsnCkgiMNjZoy8+wmFlfcOtTpVD8URWHYvhu4cP947dYh38Riq5rAwuPHSY1OJaXwGOlud8VwQEGpmFMQabSh4InFMihoOGQgIIQQQghhIL5Bgerx0PeyMWxflVX9TtqgYAcO5w4t0pCiKFhUqy7SEIBTgXtbtQTAltSGFQcP08zajKjyk4ElAVRUVaINGZVEDWoEZLlvY5H2MhZpL2OR9jIWaa9zo5hMjJ5xH797bRl9Ro0GoEVGl4j2jTTSEFREG0pszurut3Ikrat3Y2C0IcX36OyiDX2afZijBWURlVucXzJH4DyozzkCQgghhPBrrHMEqnNWE4u1SEM1n1h8PqMNgdwydL7IZOF6UN9RgwoKCkhKSpIoGQYg7WUs0l7GIu1lLLXVXo0patDZCjcoqFYNJxZD7UQbAhkUnAsZCNQDiRokIiXtZSzSXsYi7WUsEjWobgSvSdCqS3eO7d5Z9U7nOdpQMBkU1B6JGiSEEEKIJquxRg06W4rJRGxSMmNm3s8lk6fpIg0pikLY34PPc7ShipJADaMNQejk4t8M78T04Z1kQHCeyGRhIYQQQohGzhdpKCY+gb6XjQEinFgcGG2o8BWcpSu1wYMv2lDg5GJftKFbk81c064NR81m3cTiitJAxRbfoOBftgUst80lieLKi6LC6+tzGfrsKt77/kCNjl+EJwMBg1MURVbRNBBpL2OR9jIWaS9jkfaqH75IQ/csfodJT79IzxGXAtCyc9eI9q9xtKGkVH6+5AGOtujm3RgYbQj/8EDFH23oElN2lRGHVCTa0PkicwTOA4kaJIQQQjQMMkegZhpitCGQVYvPlkwWrgf1ORDweDzk5eWRmpqKySQXeBo6aS9jkfYyFmkvY6mt9pKoQWevrqMN6QYFZhu4nZzL5GIZFMhk4SbH4/Gwd+9emjVrJn/4DEDay1ikvYxF2stYaqu9cnNzw27ft2+fDASq4ZtHAHDVPQ9y6R13adGGWnbpxvHdu0J3Cjux2Dso6JTXDZQohu27gfTCzrpBwb3J0fDTIqzxZhY6W5Da5SpStiw7p8nFwROLm/qgIBIyEBBCCCFEoyFRg86P4GhDTqeT1383xZt2jtGGwg4K8lZjbdeGhceP0zUqlfT8wFuGvIOCwMnFIIOC80EGAkIIIYQQIizfVQKLw0HLPgM4vmMbLTK6VD2HAPTRhpw7MNn6YI0djaIoZJzuD3gnGQPabUO+iEM2xcIKW7eQeQSK9l8VVdUPCspVKxfa/5sC4kOLEjQoePaGvtw6uP25VUwjIddODU5RFFlF00CkvYxF2stYpL2MRdrLWExmM4NuuI27X33rvEUbgvARhxyqix/6XsvPSS04etlsSOvhTQiMOKT4ZxN41MgjDnlUiTgUSCYLnwcSNUgIIYRoGCRqUN0439GGgKpXLf7uVVJGzSX96/+Ck7+et4hDz97Ql0u6pZGbV9IobhuSqEH1oL6jBh05coTWrVvL5DgDkPYyFmkvY5H2Mpbaai+JGlQ7qmqv8x1tCGo4KAiIOKTiu4XIq7pBgVIxJ1mlccwlqOl3UukpDc7j8XDo0CE8Hk99F0VEQNrLWKS9jEXay1hqq72qihokzl5V7eWbR2Aym7nqngf53WvL6DNqNACtunSvJMPAicXvYi94GWfJ53g8HlRPGZ1O9cPmidbdOuT0OLk3Zym3Notm3Pa/sG7gzd7bhzKnErhIWWUrF39s+yNXmb7V3T6kqoG3GHnnEkx6/TuGPbeKV9ft4Zs9eY36FiKZLCyEEEKIRkOiBtWv4GhDqqry8ozJ3rQaRRvyXykwK9Hhow3lLIVm0VjzvmJhq66knt5HSmwLLeKQbnIxkUccgqYTdUgGAkIIIYQQ4rzyXSVQPR76XjaG7auyahhtKGBQUBFxqNJoQx4n98YAbdLPe8QhaNxRhwxza9D333/P1VdfTUpKCnFxcQwZMoR33nmnRnl4PB4WLVpEv379iImJIS0tjVtuuYWcnGpOygbMZDKRlpYm98MahLSXsUh7GYu0l7FIexnL2baXYjIxesZ93LP4nZpHG/INCsJEHAoXbQhqHnFIJfKIQ9D4og4ZYrLwmjVrGDt2LDabjYkTJ5KUlMTy5cvJzc3lmWeeYfbs2RHlM3PmTF5//XV69erFuHHjOH78OO+99x7R0dF888039OrV66zKJ1GDhBBCiIZBogY1bGcVbQiqjDgUbmIx1G7EIWiYtww1uqhBLpeLHj16cOjQITZu3MjAgQMBKCoq4uKLL2bnzp38/PPPdO1a9chy9erVXHbZZYwYMYKVK1cSFRUFwFdffcXo0aMZMWIEa9eurTKPytR31KDc3Fw6deokv6oYgLSXsUh7GYu0l7HUVntJ1KDaURvtdfaDgsojDtV4UBAQcSiYEQcFjS5q0KpVq9izZw+TJk3SBgEACQkJPPnkk7hcLpYsWVJtPq+//joA8+fP1wYBAJdffjljx45l3bp17Nq16/wfQC3zeDycPHlSomQYhLSXsUh7GYu0l7HUVnvVZtSgQ4cOsXr1ag4dOnTOeRlNbbRXcLSh4NuH0rv2qKQwlUcc6pTXDas7imH7bmDMzulM/25BxBGHKkqlPaou4pCuSAaNONTgJwuvWbMGgDFjxoSk+bZF8kv+mjVriIuLY9iwYSFpY8eO5fPPP2ft2rV069at0jxKSkrCbi8uLq72NbXF5XJRVlZGSUkJFkuDb84mT9rLWKS9jEXay1hqq72OHDlS6fZz+Ru9dOlS7rvvPlRVRVEUFi1axJQpU846P6Opk8+XyUxZeTmXTLmbITdNRlVVXr9vOlBFxCEqbvFxbQf7cfCcwGTrhTXmMtoc74aKSmbOVbgcTn5qtQEAO3Z+t2MJxNmwHl7Jh0mdaXVyNyS0hqLA86dikQEAnLzI3wAox8qljr9UPrkYeObjbd5DUmDedb256YJ251Q1kQo8xyO66Udt4G666SYVUDdv3hw2PTU1VU1LS6syj+LiYhVQ+/TpEzZ9xYoVKqA+8sgjVeaD92yQf/JP/sk/+Sf/5J/8k3/yr0H/O378eLXfsxv8rUEFBQUAJCUlhU1PTEzUXnMueQS+TgghhBBCiMZOrp3WQOAtQIE8Hg95eXnExcURGxurLY9d20pKSmjZsiUAx48fl2hFDZy0l7FIexmLtJexSHsZi7SXcaiqSmlpKQCpqanVvr7BDwR8v+JX9mt9YWFhpb/01ySPwNdVpqoTPyEhocp9a1tcXJx8MA1E2stYpL2MRdrLWKS9jEXaq+HzRQ2KRIO/NcgXFjTcol9nzpwhLy+v2tChcXFxpKenk5ubi9vtDkn35V1dPkIIIYQQQjQWDX4gMHLkSACysrJC0nzbfK+pLp+SkhK+/vrrkLQvvvgi4nyEEEIIIYRoDBr8QODyyy8nIyODd955h23btmnbi4qKePrpp7FYLEydOlXbnpeXx6+//kpeXp4un5kzZwLwxBNP4HA4tO1fffUVX3zxBZdcckmVoUOFEEIIIYRoTBr8QMBisbB48WI8Hg8jRoxg5syZPPzww/Tv35+ffvqJp556SvcFftGiRfTs2ZNFixbp8hk1ahR33XUX69evZ+DAgTz66KNMmTKFcePGkZiYyMsvv1zXhyaEEEIIIUS9afADAfB+id+wYQPDhw/n/fff5x//+AfNmzdn2bJlzJkzJ+J8Xn31Vf7+97+jKAp///vf+fe//8348ePZtGkTvXr1qsUjEEIIIYQQomFRKhbKEkIIIYQQQjQhhrgiIIQQQgghhDi/ZCAghBBCCCFEEyQDASGEEEIIIZogGQgIIYQQQgjRBMlAQAghhBBCiCZIBgIG9v3333P11VeTkpJCXFwcQ4YM4Z133qnvYokghw8fZuHChYwZM4b27dtjs9lo1aoVN954I9999119F09U4/nnn0dRFBRF4dtvv63v4ogqfPTRR4wePZrmzZsTExNDp06duO222zh48GB9F01UUFWV5cuXM2rUKNLT04mNjaV79+7cfffd7N27t76L12QtW7aMu+++m8zMTKKiolAUhTfffLPS1xcWFvLggw/SoUMHoqKi6NChAw8++CCFhYV1V2hxXkj4UINas2YNY8eOxWazMXHiRJKSkli+fDm5ubk888wzzJ49u76LKCr84Q9/YMGCBXTu3JmRI0fSokULcnJy+Pjjj1FVlXfffZdbbrmlvospwvjll18YOHAgFouFkpISNm7cyEUXXVTfxRJBVFXlt7/9La+99hqdO3dm7NixJCQkcOTIEdauXcvbb7/N8OHD67uYAnjooYf4y1/+Qnp6Otdddx2JiYlkZ2eTlZVFfHw833zzDX369KnvYjY5HTt2ZP/+/aSmphIXF8f+/ftZsmQJU6dODXltSUkJw4cPZ9u2bYwePZpBgwaRnZ3N559/zoABA9iwYQNxcXF1fxDi7KjCcJxOp9q5c2c1KipK3bJli7a9sLBQ7d27t2qxWNRdu3bVYwlFoA8//FBdt25dyPZ169apVqtVbdasmVpeXl4PJRNVcblc6uDBg9UhQ4aot99+uwqoGzdurO9iiTD+9re/qYB67733qi6XKyTd6XTWQ6lEsKNHj6omk0nt2LGjWlBQoEv761//qgLqtGnT6ql0TdvKlSvVffv2qaqqqs8++6wKqEuWLAn72j/+8Y8qoD766KNht//xj3+s7eKK80huDTKgVatWsWfPHiZNmsTAgQO17QkJCTz55JO4XC6WLFlSjyUUgW644QZGjBgRsn3EiBGMGjWK06dPs3379noomajKggULyM7O5o033sBsNtd3cUQlysrKmDdvHhkZGSxcuDBsW1kslnoomQi2b98+PB4Pw4YNIzExUZc2btw4AE6cOFEfRWvyrrjiCjp06FDt61RVZfHixcTHx/PHP/5Rl/b444+TkpLCP//5T1S52cQwZCBgQGvWrAFgzJgxIWm+bWvXrq3LIomzZLVaAfmi0tDs2LGDefPm8cQTT9C7d+/6Lo6owsqVKzl9+jQTJkzA7XazfPlynnvuOV555RV2795d38UTAbp27YrNZuPrr7+mqKhIl/af//wHgMsuu6w+iiYilJOTw5EjRxg2bFjI7T/R0dFccsklHD58WD57BiLfPgwoJycH8HaqwVJSUkhNTdVeIxquAwcO8OWXX9KqVSv69u1b38URFVwuF1OnTqVnz5784Q9/qO/iiGps3rwZ8A6m+/fvz86dO7U0k8nErFmzePHFF+ureCJA8+bNeeaZZ3jkkUfo2bMn1157LQkJCWzfvp0vv/ySmTNncv/999d3MUUVqvr+Ebg9Jyen0teIhkUGAgZUUFAAQFJSUtj0xMREDh06VJdFEjXkdDq54447sNvtPP/883LrSQPy5z//mezsbL777jvtio1ouHy3krz00ksMGjSITZs20bNnT7Zu3crMmTN56aWX6Ny5M7/73e/quaQC4OGHH6Z169bcfffdvPzyy9r2oUOHcvvtt8tnroGL5PtH4OtEwye3BglRxzweD9OnT2fdunXMmDGDO+64o76LJCpkZ2czf/58Hn74YQYNGlTfxRER8Hg8ANhsNj7++GMGDx5MfHw8I0aM4IMPPsBkMvHSSy/VcymFz/z585k6dSqPP/44Bw8epLi4mA0bNuByuRg1ahTLly+v7yIK0aTIQMCAfCPxykbchYWFlY7WRf1SVZUZM2awbNkybr/9dl555ZX6LpIIMGXKFDp37sxTTz1V30UREfL1dZmZmbRu3VqX1rt3bzIyMtizZw/5+fn1UDoRaNWqVTz55JPcd999zJ49m7Zt2xIXF8ewYcNYsWIFMTExzJo1q76LKaoQyfePwNeJhk8GAgYUeA9esDNnzpCXlyf35jVAHo+H3/zmN7zxxhvcdtttvPnmm5hM8hFsSLKzs/n111+Jjo7WFhFTFIWlS5cCcPHFF6MoCh9//HH9FlRounfvDkBycnLYdN/2srKyOiqRqMy///1vAEaNGhWSlpaWRt++fTlw4AB5eXl1XTQRoaq+fwRul+8gxiFzBAxo5MiRPPvss2RlZTFx4kRdWlZWlvYa0XB4PB7uuusulixZwq233spbb70l8wIaoN/85jdht69bt46cnByuvfZa0tLS6NixY90WTFTK96Xyl19+CUlzOp3s3r2buLg40tLS6rpoIojD4QDg5MmTYdN926OiouqsTKJmunbtSuvWrfn6668pKSnRRQ4qLy9n3bp1tG7dmi5dutRjKUWN1PM6BuIsOJ1ONSMjQ42KilK3bt2qbQ9cUGznzp31V0Ch43a71alTp6qAevPNN8viRgY0ZcoUWVCsARszZowKqK+//rpu+5/+9CcVUG+//fZ6KpkI9O6776qA2rt3bzU/P1+X9uabb6qAesEFF9RT6YSPLCjWtCiqKqs+GNHq1asZO3YsUVFR3HbbbSQmJrJ8+XJyc3OZP38+c+bMqe8iigpPPfUU8+bNIz4+ngceeCDsmgETJkxgwIABdV84EZGpU6eydOlSNm7cyEUXXVTfxRFB9uzZw9ChQzlx4gTjxo2jR48ebN26lVWrVtGhQwe+/fZbWrVqVd/FbPLcbjdXXHEFa9asIS0tjWuvvZaUlBSys7NZuXIlUVFRfPnllwwfPry+i9rkLF68mA0bNgCwfft2tmzZwrBhw7Rf9idMmMCECRMAKCkpYfjw4Wzbto3Ro0dzwQUXkJ2dzWeffcaAAQPYsGFDyBoDogGr75GIOHvfffedeuWVV6pJSUlqTEyMmpmZqS5btqy+iyWC+H5NrupfZb+8iIZBrgg0fAcOHFCnTp2qtmrVSrVarWq7du3Ue++9Vz1+/Hh9F00EKC8vVxcsWKAOGjRIjY2NVS0Wi9qmTRt10qRJ6vbt2+u7eE1WdX+n5s6dq3t9fn6+OmvWLLVdu3ba523WrFkhV3pEwydXBIQQQgghhGiCJGSJEEIIIYQQTZAMBIQQQgghhGiCZCAghBBCCCFEEyQDASGEEEIIIZogGQgIIYQQQgjRBMlAQAghhBBCiCZIBgJCCCGEEEI0QTIQEEIIIYQQogmSgYAQQgghhBBNkAwEhBBCnJXnnnsORVFQFIULLrigTt/7zTff1N5bURSeeuqpOnvv66+/Xnvfe+65p87eVwghzjcZCAghhKixgoICnn/+ee35Qw89VKvv17dvXxRF4be//W2tvk8kHn74Ye3x4sWL2bNnTz2WRgghzp4MBIQQQtTYCy+8wJkzZwBo27Ytt9xyS6291/79+9mxYwcA48ePr7X3idSwYcMYMmQIAE6ns06vRgghxPkkAwEhhBA14nA4ePXVV7XnEydOxGKx1Nr7ffrppwDExsZy2WWX1dr71MSkSZO0x++99x4nTpyox9IIIcTZkYGAEEKIGvnkk0/Iy8vTnt900021+n6+gcAVV1xBTExMrb5XpG688UYURQG8VwX+9a9/1XOJhBCi5mQgIIQQjVB2djYTJkygWbNmxMXFMXjwYJYsWQJAx44ddRNta2rZsmXa45YtW2q3yYTzySefMHz4cOLj42nWrBlXXXUVGzZsYN++fboyXHrppWH3Ly4uZs2aNUDNbguaO3euLv+MjAwOHDigpbtcLl588UV69epFdHQ06enpTJ06lYMHD0Y0Eblt27YMHDhQe/7WW29FXDYhhGgoau9arhBCiHrxxRdfcN1112G327VtmzdvZvr06Xz33XfnlLfH42HdunXa88zMzEoHE88++yyzZ8/WnpeUlPD555+TlZXFvHnzInq/L774AofDgaIojBs3LqJ9Fi5cyJ/+9CfteceOHVm9ejXt27cHvIOACRMm8O9//1t7zbFjx1i6dCmffvop06dPj+h9Bg8ezJYtWwDYvn07p0+fplmzZhHtK4QQDYFcERBCiEYkLy+PyZMn6wYB4L2/HuDVV19l//79Z53/jh07yM/P155XFjZ0w4YNzJkzJ2R7TEwMHo+HJ598MqL3890WlJmZSXp6erWvX7JkCQ8++KD2vEOHDqxZs4YOHTpo2xYsWKAbBACYzWZsNhunT5/mxRdfjKhsgwcP1h6rqsqGDRsi2k8IIRoKGQgIIUQj8uqrr3Lq1CnteatWrdi4cSMlJSXs2bOHfv36nVP+v/zyi+55x44dw77u6aefRlVV7fmQIUM4cOAAJSUlfPbZZyQmJlb7Xh6Ph//85z9AZLcFffjhh8yYMUN733CDgLKyspAv+jNmzCA/P5+ioiJeeOGFat/HJ/jYf/3114j3FUKIhkAGAkII0YisWLFC93zu3LlcdNFFAGRkZLBo0aJzyj9wkjBASkpKyGtKS0tZtWqVbtvrr79Ou3btUBSFK6+8kt///vfVvtd3333HyZMngeoHAmvWrGHSpEm43W4A2rdvz+rVq0O+rG/YsEF3RaNVq1YsWrSI+Ph4bDYbDz/8MJdcckm1ZYPQYw+uGyGEaOhkICCEEI1I8K/SweE2hw8fjs1mO+v8A79EA8THx4e8JicnB5fLpT1v2bJlyJWIK664otr38t0W1LZtWwYMGFDla9euXYvD4QCgXbt2rFmzhk6dOoW87ueff9Y9HzlyZEh9RFI2IOSqRnDdCCFEQycDASGEaESKiop0z1NTU3XPFUU5pwmtwV9+g98v3LYWLVqEvCbctmC+gUBNFxFzuVyVTmA+X2UDKCws1D1PSkqKsIRCCNEwyEBACCEakeAv6sG3q6iqyunTp886/7S0NN1z3+rCVZUhcM6Cj++Wn8rs27evRqsJN2/eXHt89OhRxowZE/Y9zkfZfILrMbhuhBCioZOBgBBCNCI9evTQPQ++V3/Dhg3aLTRno3v37rrn+/btC3lN165dsVqt2vOjR4+Sk5Oje83KlSurfB/f1YC4uDhGjRpVbbnuueceJkyYoD3PycnhqquuCrkC0KtXL93zDRs2aPMKIi2bT/CxB9eNEEI0dDIQEEKIRuSaa67RPZ83b562dsDevXu57777zin/fv36kZCQoD3/4YcfQl4TExPD5Zdfrj1XVZUZM2Zw9OhRVFXliy++YOHChVW+j2/S8+jRo4mOjq62XCaTiXfeeYcLL7xQV7brr79eN/AZNmyYbpLvgQMHePjhhyktLcXhcPDiiy/q1kmoyvfff689VhSF4cOHR7SfEEI0FDIQEEKIRmTmzJm622SOHTvGRRddRFxcHJ07d+bHH3/EZDr7rt9sNuu+8G7evFkXJtRnzpw5uvv0165dS+vWrYmPj+fKK68MO7fAp6io6KxWE46JieHTTz8lIyND2/bVV19x++234/F4tNc89NBDuv0WLlxIYmIiCQkJPPLIIxGvtrxp0ybtcZ8+fXT1LoQQRiADASGEaERSU1N5++23QyLhlJaWAjBr1izatWt3Tu9xxx13aI9PnDgRdrXi4cOH88wzz4RsLy0txWKxsGDBAt32wMFJVlZWjVcT9klLS+Ozzz7TTYj+3//9X+6//37t+WOPPcbVV1+t28/tduNwOEhLS+Oxxx6rtGw+Bw8eJDs7W3seWCdCCGEUMhAQQohGZuzYsWzatIlrr72W5ORkYmNjGTx4MG+99RZ/+ctfzjn/G264QfdF+4MPPgj7uscff5yPPvqIoUOHEhsbS3JyMldffTXr16/n4osv1r028HYd3/yAIUOG0LJlyxqXr1u3bnzyySdERUVp2/7xj38wb948ACwWC5988gkvvPACPXr0ICoqivT0dKZPn862bduIi4urtGw+H374oXYlxGKxcOedd9a4nEIIUd8UNdw1XSGEEI1Wx44d2b9/v/b8bP4MzJ49m2effRbwxvnPzc3FYrFEvP+zzz7L7Nmztedz5sxh/vz5eDweWrVqxcmTJ5k/fz5z5sypcdnO1dixY8nKytKer1y5MmRtgSFDhmhzBCZPnsyyZcvqtIxCCHE+yBUBIYQQNfboo49qv5QfOnSI999/P+Q1c+bMISsrK2SgkZWVpQ0ifG644QYAvv3224hXEz4XU6ZM0cKT+rjdbl566SXdIKBFixYhk4A3bNigDQIsFot2pUEIIYxGrggIIUQTcz6uCAA899xzPP744wAMGjQoJILQpZdeytq1a0lNTaVfv36YzWb27t3Lnj17dK+78847Wbp06VmV4Wz5JgRnZGTQtWtXSktL2blzJydOnNC97o033mDatGm6bddffz0ff/wxAL/97W95+eWX66TMQghxvslAQAghmpjzNRCojm8gUJXJkyfzz3/+U3c/f12oLjKQzWbjueeeY9asWXVUIiGEqHuR39AphBBC1MDs2bPp3r0733zzDceOHSM/P5+YmBjatWvHxRdfzLRp0xg2bFi9lO3VV1/lyy+/ZOvWrZw8eZKSkhISExPp2rUrl156KTNnztSFIRVCiMZIrggIIYQQQgjRBMlkYSGEEEIIIZogGQgIIYQQQgjRBMlAQAghhBBCiCZIBgJCCCGEEEI0QTIQEEIIIYQQogmSgYAQQgghhBBNkAwEhBBCCCGEaIJkICCEEEIIIUQTJAMBIYQQQgghmqD/D1iOSRVh8FYlAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "# 1) Pick a row (timestamp) to plot\n",
    "index = 80\n",
    "row = merged_data_10min.iloc[index]\n",
    "\n",
    "# 2) Extract mast‐level temperatures (K) at each height (m)\n",
    "measured_heights = np.array([2, 2.99, 4.47, 6.69, 10])  # in meters\n",
    "measured_temperatures = np.array([\n",
    "    row['Temperature_K_2'],\n",
    "    row['Temperature_K_2.99'],\n",
    "    row['Temperature_K_4.47'],\n",
    "    row['Temperature_K_6.69'],\n",
    "    row['Temperature_K_10']\n",
    "])\n",
    "\n",
    "# 3) Surface pressure for computing pressure profile\n",
    "P_surf = row['BP_mbar_Avg']  # in mbar\n",
    "\n",
    "# 4) Build measured qv at mast levels and interpolate onto heights_km\n",
    "qv_values = np.array([\n",
    "    row['qv_2m'],\n",
    "    row['qv_2.99m'],\n",
    "    row['qv_4.47m'],\n",
    "    row['qv_6.69m'],\n",
    "    row['qv_10m']\n",
    "])\n",
    "qv_profile = np.interp(heights_km, measured_heights / 1000.0, qv_values)\n",
    "\n",
    "# 5) Colorblind‐friendly palette and distinct markers\n",
    "colors = ['#1f77b4', '#ff7f0e', '#2ca02c', '#9467bd', '#8c564b']\n",
    "markers = ['o', 'v', 's', 'D', 'X']\n",
    "\n",
    "# 6) Create a 12×6″ canvas\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "# 6a) Plot interpolated qv profile (black circles, larger marker)\n",
    "ax.plot(\n",
    "    qv_profile,\n",
    "    heights_km,\n",
    "    linestyle='None',\n",
    "    marker='o',\n",
    "    color='black',\n",
    "    markersize=3,\n",
    "    label=r'$q_v$ (interpolated)'\n",
    ")\n",
    "\n",
    "# 6b) Loop over each mast‐level temperature to compute qs(z)\n",
    "for t_idx, T_surf in enumerate(measured_temperatures):\n",
    "    height_m = measured_heights[t_idx]\n",
    "    color = colors[t_idx]\n",
    "    marker = markers[t_idx]\n",
    "\n",
    "    qs_profile = []\n",
    "    for z_km in heights_km:\n",
    "        z_m = z_km * 1000.0\n",
    "        T_z = T_surf - 9.8 * (z_m / 1000.0)\n",
    "        p_z = calculate_pressure(P_surf, z_m, T_surf)\n",
    "        qs_z = calculate_saturation_specific_humidity_lcl(T_z, p_z)\n",
    "        qs_profile.append(qs_z)\n",
    "    qs_profile = np.array(qs_profile)\n",
    "\n",
    "    # 6c) Determine LCL crossing (where qv_profile ≥ qs_profile)\n",
    "    LCL_height_km = np.nan\n",
    "    for i_h, z_km in enumerate(heights_km):\n",
    "        if qv_profile[i_h] >= qs_profile[i_h]:\n",
    "            LCL_height_km = z_km\n",
    "            break\n",
    "\n",
    "    # 6d) Plot the saturation‐specific‐humidity curve (larger marker)\n",
    "    ax.plot(\n",
    "        qs_profile,\n",
    "        heights_km,\n",
    "        linestyle='None',\n",
    "        marker=marker,\n",
    "        markersize=3,\n",
    "        color=color,\n",
    "        label=fr'$q_{{sat}}$ (T$_{{{height_m:.2f}\\,m}}$)'\n",
    "    )\n",
    "\n",
    "    # 6e) If LCL is found, draw a horizontal line (thicker)\n",
    "    if not np.isnan(LCL_height_km):\n",
    "        ax.axhline(\n",
    "            LCL_height_km,\n",
    "            color=color,\n",
    "            linestyle=':',\n",
    "            linewidth=2.0,\n",
    "            label=fr'LCL T$_{{{height_m:.2f}\\,m}} \\approx {LCL_height_km:.2f}$ km'\n",
    "        )\n",
    "\n",
    "# 7) Final formatting\n",
    "\n",
    "# 7a) Axis labels and title (larger, bold)\n",
    "ax.set_xlabel('q (g/kg)', fontsize=16, fontweight='bold')\n",
    "ax.set_ylabel('Height (km)', fontsize=16, fontweight='bold')\n",
    "ax.set_title(\n",
    "    f'LCL Profiles at {row[\"TIMESTAMP\"]:%Y-%m-%d %H:%M:%S}',\n",
    "    fontsize=18,\n",
    "    fontweight='bold'\n",
    ")\n",
    "\n",
    "# 7b) Tick parameters (major = 14 pt, thicker ticks)\n",
    "ax.tick_params(axis='both', which='major', labelsize=14, width=1.5, length=6)\n",
    "ax.tick_params(axis='both', which='minor', width=1.0, length=4)\n",
    "\n",
    "# 7c) Thicken spines to match other figures\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "\n",
    "# 7d) Grid styling (major dashed, minor dotted)\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "ax.grid(True, which='minor', linestyle=':', linewidth=0.5, alpha=0.5)\n",
    "\n",
    "# 7e) Legend inside the plot area (e.g., upper right), larger font\n",
    "legend = ax.legend(\n",
    "    fontsize=12,\n",
    "    title='Legend',\n",
    "    title_fontsize=13,\n",
    "    frameon=True,\n",
    "    loc='upper right'\n",
    ")\n",
    "legend.get_frame().set_linewidth(1.5)\n",
    "\n",
    "# 7f) Limit vertical axis to 0–4 km\n",
    "ax.set_ylim(0, 4.0)\n",
    "\n",
    "# 7g) Use identical tight_layout rect so axes occupy 78% width\n",
    "plt.tight_layout(rect=[0, 0, 0.78, 1.0])\n",
    "\n",
    "# 8) Save the figure in data_dir at 300 dpi\n",
    "output_path = os.path.join(data_dir, 'LCL_qv.png')\n",
    "plt.savefig(output_path, dpi=300, bbox_inches='tight')\n",
    "print(f\"Figure saved to: {output_path}\")\n",
    "\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "bdf80b4e",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Extract the IR20Dn values\n",
    "lw_dn = merged_data_10min['IR20Dn']\n",
    "Tcld = (lw_dn / sigma)**0.25  # Temperature in Kelvin\n",
    "\n",
    "merged_data_10min['Tcld']=Tcld\n",
    "\n",
    "# Add Tcld to the filtered data for reference\n",
    "#print(merged_data_10min)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "9c6e46b2",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'\\n# Filter data for the specific timestamp\\n#specific_timestamp = \\'2024-05-03 13:10:00\\'\\n#filtered_data = merged_data_10min[merged_data_10min[\\'TIMESTAMP\\'] == specific_timestamp]\\n\\n# Constants for lapse rate\\nlapse_rate = -9.8  # °C/km\\nmax_height = 10.0  # km\\nheights_km = np.arange(0, max_height + 0.1, 0.1)  # Heights from 0 to 10 km in increments of 0.1 km\\n\\n# Measured heights and temperatures (in Kelvin)\\nmeasured_heights = np.array([2, 2.99, 4.47, 6.69, 10])  # Heights in meters\\nmeasured_temperatures = np.array([filtered_data[\\'Temperature_K_2\\'].values[0],\\n                                   filtered_data[\\'Temperature_K_2.99\\'].values[0],\\n                                   filtered_data[\\'Temperature_K_4.47\\'].values[0],\\n                                   filtered_data[\\'Temperature_K_6.69\\'].values[0],\\n                                   filtered_data[\\'Temperature_K_10\\'].values[0]])  # Temperatures in Kelvin\\n\\n# Extrapolate each measured temperature\\nextrapolated_temperatures = []\\nfor temp, height in zip(measured_temperatures, measured_heights):\\n    # Calculate temperature at each height using lapse rate\\n    extrapolated_temp = temp + lapse_rate * (heights_km - height / 1000)  # Convert height from m to km\\n    extrapolated_temperatures.append(extrapolated_temp)\\n\\n# Convert the list to an array for plotting\\nextrapolated_temperatures = np.array(extrapolated_temperatures)\\n\\n# Initialize list to store LCL data\\nlcl_data = []\\n\\n# Calculate LCL heights\\nfor i in range(len(measured_temperatures)):\\n    # Find where the extrapolated temperature equals Tcld\\n    tcld_value = filtered_data[\\'Tcld\\'].values[0]\\n    for j, temp in enumerate(extrapolated_temperatures[i]):\\n        if temp <= tcld_value:\\n            lcl_height_km = heights_km[j]  # Height in km where Tcld is reached\\n            lcl_data.append({\\'Measured Height (m)\\': measured_heights[i], \\'LCL Height (km)\\': lcl_height_km})\\n            break\\n\\n# Create DataFrame from LCL data\\nlcl_df = pd.DataFrame(lcl_data)\\n\\n# Plotting\\nplt.figure(figsize=(10, 6))\\n\\n# Plot extrapolated temperatures for each measured temperature\\nfor i in range(len(measured_temperatures)):\\n    plt.plot(extrapolated_temperatures[i], heights_km, label=f\\'Extrapolated from {measured_heights[i]} m\\', linestyle=\\'--\\')\\n\\n# Plot measured temperatures\\nplt.scatter(measured_temperatures, measured_heights / 1000, color=\\'orange\\', label=\\'Measured Temperatures\\', zorder=5)\\n\\n# Add vertical line for Tcld\\nplt.axvline(x=filtered_data[\\'Tcld\\'].values[0], color=\\'blue\\', linestyle=\\'-\\', label=f\\'Tcld: {filtered_data[\"Tcld\"].values[0]:.2f} K\\')\\n\\n# Plot LCL heights\\n#plt.scatter(lcl_df[\\'LCL Height (km)\\'], lcl_df[\\'Measured Height (m)\\']/1000, color=\\'red\\', label=\\'LCL Heights\\', zorder=5)\\n\\n# Annotations and legend\\nplt.title(\\'Extrapolated Temperature Profiles vs Height and LCL Levels\\')\\nplt.xlabel(\\'Temperature (K)\\')\\nplt.ylabel(\\'Height (km)\\')\\nplt.grid()\\nplt.legend()\\nplt.show()\\n\\n# Display LCL DataFrame\\nprint(lcl_df)\\n'"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "'''\n",
    "# Filter data for the specific timestamp\n",
    "#specific_timestamp = '2024-05-03 13:10:00'\n",
    "#filtered_data = merged_data_10min[merged_data_10min['TIMESTAMP'] == specific_timestamp]\n",
    "\n",
    "# Constants for lapse rate\n",
    "lapse_rate = -9.8  # °C/km\n",
    "max_height = 10.0  # km\n",
    "heights_km = np.arange(0, max_height + 0.1, 0.1)  # Heights from 0 to 10 km in increments of 0.1 km\n",
    "\n",
    "# Measured heights and temperatures (in Kelvin)\n",
    "measured_heights = np.array([2, 2.99, 4.47, 6.69, 10])  # Heights in meters\n",
    "measured_temperatures = np.array([filtered_data['Temperature_K_2'].values[0],\n",
    "                                   filtered_data['Temperature_K_2.99'].values[0],\n",
    "                                   filtered_data['Temperature_K_4.47'].values[0],\n",
    "                                   filtered_data['Temperature_K_6.69'].values[0],\n",
    "                                   filtered_data['Temperature_K_10'].values[0]])  # Temperatures in Kelvin\n",
    "\n",
    "# Extrapolate each measured temperature\n",
    "extrapolated_temperatures = []\n",
    "for temp, height in zip(measured_temperatures, measured_heights):\n",
    "    # Calculate temperature at each height using lapse rate\n",
    "    extrapolated_temp = temp + lapse_rate * (heights_km - height / 1000)  # Convert height from m to km\n",
    "    extrapolated_temperatures.append(extrapolated_temp)\n",
    "\n",
    "# Convert the list to an array for plotting\n",
    "extrapolated_temperatures = np.array(extrapolated_temperatures)\n",
    "\n",
    "# Initialize list to store LCL data\n",
    "lcl_data = []\n",
    "\n",
    "# Calculate LCL heights\n",
    "for i in range(len(measured_temperatures)):\n",
    "    # Find where the extrapolated temperature equals Tcld\n",
    "    tcld_value = filtered_data['Tcld'].values[0]\n",
    "    for j, temp in enumerate(extrapolated_temperatures[i]):\n",
    "        if temp <= tcld_value:\n",
    "            lcl_height_km = heights_km[j]  # Height in km where Tcld is reached\n",
    "            lcl_data.append({'Measured Height (m)': measured_heights[i], 'LCL Height (km)': lcl_height_km})\n",
    "            break\n",
    "\n",
    "# Create DataFrame from LCL data\n",
    "lcl_df = pd.DataFrame(lcl_data)\n",
    "\n",
    "# Plotting\n",
    "plt.figure(figsize=(10, 6))\n",
    "\n",
    "# Plot extrapolated temperatures for each measured temperature\n",
    "for i in range(len(measured_temperatures)):\n",
    "    plt.plot(extrapolated_temperatures[i], heights_km, label=f'Extrapolated from {measured_heights[i]} m', linestyle='--')\n",
    "\n",
    "# Plot measured temperatures\n",
    "plt.scatter(measured_temperatures, measured_heights / 1000, color='orange', label='Measured Temperatures', zorder=5)\n",
    "\n",
    "# Add vertical line for Tcld\n",
    "plt.axvline(x=filtered_data['Tcld'].values[0], color='blue', linestyle='-', label=f'Tcld: {filtered_data[\"Tcld\"].values[0]:.2f} K')\n",
    "\n",
    "# Plot LCL heights\n",
    "#plt.scatter(lcl_df['LCL Height (km)'], lcl_df['Measured Height (m)']/1000, color='red', label='LCL Heights', zorder=5)\n",
    "\n",
    "# Annotations and legend\n",
    "plt.title('Extrapolated Temperature Profiles vs Height and LCL Levels')\n",
    "plt.xlabel('Temperature (K)')\n",
    "plt.ylabel('Height (km)')\n",
    "plt.grid()\n",
    "plt.legend()\n",
    "plt.show()\n",
    "\n",
    "# Display LCL DataFrame\n",
    "print(lcl_df)\n",
    "'''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "848dfb46",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "              TIMESTAMP                                                LCL\n",
      "0   2024-05-23 00:00:00  [1.6500000000000001, 1.6600000000000001, 1.650...\n",
      "1   2024-05-23 00:10:00  [1.6400000000000001, 1.6500000000000001, 1.650...\n",
      "2   2024-05-23 00:20:00  [0.92, 0.93, 0.92, 0.9400000000000001, 0.94000...\n",
      "3   2024-05-23 00:30:00                        [1.2, 1.2, 1.2, 1.21, 1.22]\n",
      "4   2024-05-23 00:40:00                     [0.91, 0.91, 0.91, 0.92, 0.92]\n",
      "..                  ...                                                ...\n",
      "134 2024-05-23 22:20:00        [1.6, 1.62, 1.6400000000000001, 1.67, 1.69]\n",
      "135 2024-05-23 22:30:00       [1.3800000000000001, 1.41, 1.42, 1.45, 1.47]\n",
      "136 2024-05-23 22:40:00                     [1.31, 1.33, 1.33, 1.36, 1.37]\n",
      "137 2024-05-23 22:50:00                      [1.26, 1.27, 1.28, 1.3, 1.31]\n",
      "138 2024-05-24 00:00:00                     [1.16, 1.17, 1.18, 1.21, 1.22]\n",
      "\n",
      "[139 rows x 2 columns]\n"
     ]
    }
   ],
   "source": [
    "# Constants for lapse rate\n",
    "lapse_rate = -9.8  # °C/km\n",
    "max_height = 10.0  # km\n",
    "heights_km = np.arange(0, max_height + 0.1, 0.01)  # Heights from 0 to 10 km in increments of 0.1 km\n",
    "\n",
    "# Measured heights and temperatures (in Kelvin)\n",
    "measured_heights = np.array([2, 2.99, 4.47, 6.69, 10])  # Heights in meters\n",
    "\n",
    "# Initialize a list to store LCL heights for each timestamp\n",
    "lcl_list = []\n",
    "\n",
    "# Loop through each row in the DataFrame\n",
    "for index, row in merged_data_10min.iterrows():\n",
    "    # Get Tcld for the current timestamp\n",
    "    tcld_value = row['Tcld']\n",
    "    \n",
    "    # Measured temperatures for this row\n",
    "    measured_temperatures = np.array([\n",
    "        row['Temperature_K_2'],\n",
    "        row['Temperature_K_2.99'],\n",
    "        row['Temperature_K_4.47'],\n",
    "        row['Temperature_K_6.69'],\n",
    "        row['Temperature_K_10']\n",
    "    ])  # Temperatures in Kelvin\n",
    "\n",
    "    # Initialize a list for LCL heights for this row\n",
    "    lcl_heights = []\n",
    "\n",
    "    # Extrapolate each measured temperature\n",
    "    for i in range(len(measured_temperatures)):\n",
    "        temp = measured_temperatures[i]\n",
    "        found_lcl = False\n",
    "        for j, h in enumerate(heights_km):\n",
    "            extrapolated_temp = temp + lapse_rate * (h - (measured_heights[i] / 1000))\n",
    "            if extrapolated_temp <= tcld_value:\n",
    "                lcl_heights.append(h)  # Height in km where Tcld is reached\n",
    "                found_lcl = True\n",
    "                break\n",
    "        if not found_lcl:\n",
    "            lcl_heights.append(np.nan)  # No LCL found for this temperature\n",
    "\n",
    "    # Append the list of LCL heights for this timestamp\n",
    "    lcl_list.append(lcl_heights)\n",
    "    #print(lcl_list)\n",
    "# Convert LCL heights list to a DataFrame column\n",
    "#lcl_array = pd.DataFrame(lcl_list, columns=['LCL_2m', 'LCL_2.99m', 'LCL_4.47m', 'LCL_6.69m', 'LCL_10m'])\n",
    "\n",
    "# Combine the LCL heights with the original DataFrame\n",
    "#merged_data_10min = pd.concat([merged_data_10min, lcl_array], axis=1)\n",
    "\n",
    "# Display the DataFrame with LCL heights\n",
    "#print(merged_data_10min[['TIMESTAMP', 'LCL_2m', 'LCL_2.99m', 'LCL_4.47m', 'LCL_6.69m', 'LCL_10m']])#LCL in km\n",
    "# Add the LCL heights as a new column to the DataFrame\n",
    "merged_data_10min['LCL'] = lcl_list\n",
    "\n",
    "# Display the DataFrame with LCL heights\n",
    "print(merged_data_10min[['TIMESTAMP', 'LCL']])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "d7472691",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Figure saved to: C:\\Users\\magda\\Master_Thesis\\Sonic\\2024-05\\2024-05-23\\LCL_Tcld.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "# 1) Select the same timestamp as before\n",
    "index = 80\n",
    "row = merged_data_10min.iloc[index]\n",
    "\n",
    "# 2) Extract mast heights (m) and surface temperatures (K)\n",
    "measured_heights = np.array([2, 2.99, 4.47, 6.69, 10])  # meters\n",
    "measured_temperatures = np.array([\n",
    "    row['Temperature_K_2'],\n",
    "    row['Temperature_K_2.99'],\n",
    "    row['Temperature_K_4.47'],\n",
    "    row['Temperature_K_6.69'],\n",
    "    row['Temperature_K_10']\n",
    "])\n",
    "\n",
    "# 3) Compute brightness‐temperature‐equivalent for cloud base\n",
    "T_cld = (row['IR20Dn'] / sigma) ** 0.25  # K\n",
    "\n",
    "# 4) Define a height array from 0 to 4 km\n",
    "heights_km = np.linspace(0, 4, 100)\n",
    "\n",
    "# 5) Choose consistent, color‐blind‐friendly palette and markers\n",
    "colors = ['#1f77b4', '#ff7f0e', '#2ca02c', '#9467bd', '#8c564b']\n",
    "markers = ['o', 'v', 's', 'D', 'X']\n",
    "\n",
    "# 6) Create figure and axes with the same 12×6″ size as other plots\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "# 6a) Loop over each mast‐level surface temperature to plot dry‐adiabatic profile\n",
    "for t_idx, T_surf in enumerate(measured_temperatures):\n",
    "    height_label = measured_heights[t_idx]\n",
    "    color = colors[t_idx]\n",
    "    marker = markers[t_idx]\n",
    "\n",
    "    # Dry‐adiabatic temperature profile: T(z) = T_surf − 9.8 K/km × z_km\n",
    "    temp_profile = T_surf - 9.8 * heights_km\n",
    "\n",
    "    # Find cloud‐base height where temp_profile ≤ T_cld\n",
    "    cbh = np.nan\n",
    "    for i, z_km in enumerate(heights_km):\n",
    "        if temp_profile[i] <= T_cld:\n",
    "            cbh = z_km\n",
    "            break\n",
    "\n",
    "    # Plot dry‐adiabatic profile with large markers\n",
    "    ax.plot(\n",
    "        temp_profile,\n",
    "        heights_km,\n",
    "        linestyle='None',\n",
    "        marker=marker,\n",
    "        markersize=3,\n",
    "        color=color,\n",
    "        label=fr'T$_{{{height_label:.2f}\\,\\mathrm{{m}}}}$ profile'\n",
    "    )\n",
    "\n",
    "    # Plot horizontal line at CBH if found\n",
    "    if not np.isnan(cbh):\n",
    "        ax.axhline(\n",
    "            cbh,\n",
    "            linestyle=':',\n",
    "            color=color,\n",
    "            linewidth=2.0,\n",
    "            label=fr'CBH T$_{{{height_label:.2f}\\,\\mathrm{{m}}}} \\approx {cbh:.2f}\\,\\mathrm{{km}}$'\n",
    "        )\n",
    "\n",
    "# 6b) Plot vertical line for brightness temperature T_cld\n",
    "ax.axvline(\n",
    "    T_cld,\n",
    "    color='black',\n",
    "    linestyle='--',\n",
    "    linewidth=2.0,\n",
    "    label=fr'$T_{{cld}}$ = {T_cld:.2f} K'\n",
    ")\n",
    "\n",
    "# 7) Final formatting\n",
    "\n",
    "# 7a) Axis labels and title with larger fonts to match other figures\n",
    "ax.set_xlabel('Temperature (K)', fontsize=16, fontweight='bold')\n",
    "ax.set_ylabel('Height (km)', fontsize=16, fontweight='bold')\n",
    "ax.set_title(\n",
    "    f'Radiative CBH Profiles at {row[\"TIMESTAMP\"]:%Y-%m-%d %H:%M:%S}',\n",
    "    fontsize=18,\n",
    "    fontweight='bold'\n",
    ")\n",
    "\n",
    "# 7b) Tick parameters: major ticks at 14 pt, thicker lines\n",
    "ax.tick_params(axis='both', which='major', labelsize=14, width=1.5, length=6)\n",
    "ax.tick_params(axis='both', which='minor', width=1.0, length=4)\n",
    "\n",
    "# 7c) Thicken spines (axis borders)\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "\n",
    "# 7d) Grid styling: major dashed, minor dotted\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "ax.grid(True, which='minor', linestyle=':', linewidth=0.5, alpha=0.5)\n",
    "\n",
    "# 7e) Legend inside the plot area (upper right), with larger font\n",
    "legend = ax.legend(\n",
    "    fontsize=12,\n",
    "    title='Profiles & CBH',\n",
    "    title_fontsize=13,\n",
    "    frameon=True,\n",
    "    loc='upper right'\n",
    ")\n",
    "legend.get_frame().set_linewidth(1.5)\n",
    "\n",
    "# 7f) Restrict vertical axis to 0–4 km (same as heights_km)\n",
    "ax.set_ylim(0, 4.0)\n",
    "\n",
    "# 7g) Use identical tight_layout rectangle so axes occupy 78% width\n",
    "plt.tight_layout(rect=[0, 0, 0.78, 1.0])\n",
    "\n",
    "# 8) Save figure in data_dir at 300 dpi\n",
    "output_path = os.path.join(data_dir, 'LCL_Tcld.png')\n",
    "plt.savefig(output_path, dpi=300, bbox_inches='tight')\n",
    "print(f\"Figure saved to: {output_path}\")\n",
    "\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "bb7449ce",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot LCL at 2m over time\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL'].apply(lambda x: x[0])\n",
    ", marker='o', label='LCL T2m')\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL'].apply(lambda x: x[1])\n",
    ", marker='o', label='LCL T2.99m')\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL'].apply(lambda x: x[2])\n",
    ", marker='o', label='LCL T4.47m')\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL'].apply(lambda x: x[3])\n",
    ", marker='o', label='LCL T6.69m')\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL'].apply(lambda x: x[4])\n",
    ", marker='o', label='LCL T10m')\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL_qv'], marker='o', linestyle='-',label='LCL from qv')\n",
    "\n",
    "plt.xlabel('Timestamp')\n",
    "plt.ylabel('LCL Height (km)')\n",
    "plt.title('LCL at 2m Over Time')\n",
    "plt.xticks(rotation=45)  # Rotate timestamp labels for better readability\n",
    "plt.grid(True)\n",
    "plt.legend()\n",
    "plt.tight_layout()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "709557ab",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1800x400 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total time steps: 139, Heights: 5\n",
      "\n",
      "Point Counts by Height (radiative vs. qᵥ):\n",
      "  • 2 m:\n",
      "      – Both valid:     139\n",
      "      – Radiative-only: 0\n",
      "      – qᵥ-only:        0\n",
      "  • 2.99 m:\n",
      "      – Both valid:     139\n",
      "      – Radiative-only: 0\n",
      "      – qᵥ-only:        0\n",
      "  • 4.47 m:\n",
      "      – Both valid:     139\n",
      "      – Radiative-only: 0\n",
      "      – qᵥ-only:        0\n",
      "  • 6.69 m:\n",
      "      – Both valid:     139\n",
      "      – Radiative-only: 0\n",
      "      – qᵥ-only:        0\n",
      "  • 10 m:\n",
      "      – Both valid:     139\n",
      "      – Radiative-only: 0\n",
      "      – qᵥ-only:        0\n",
      "\n",
      "Overall Totals across all heights:\n",
      "  • Both valid (plotted normally): 695\n",
      "  • Radiative-only (plotted at y=–0.05): 0\n",
      "  • qᵥ-only (plotted at x=–0.05):    0\n"
     ]
    }
   ],
   "source": [
    "# (Assume merged_data_10min is already loaded, with columns:\n",
    "#    • “LCL”                → shape (n_times, 5) after vstack\n",
    "#    • “LCL_qv_T_2.0m” … etc → length‐n_times each\n",
    "#  And data_dir is defined.)\n",
    "\n",
    "# 1) Stack radiative‐LCL and qv‐LCL into 2D arrays of shape (n_times, 5)\n",
    "radiative_LCL = np.vstack(merged_data_10min[\"LCL\"].values)  # (n_times, 5)\n",
    "qv_LCL = np.column_stack([\n",
    "    merged_data_10min[\"LCL_qv_T_2.0m\"].values,\n",
    "    merged_data_10min[\"LCL_qv_T_2.99m\"].values,\n",
    "    merged_data_10min[\"LCL_qv_T_4.47m\"].values,\n",
    "    merged_data_10min[\"LCL_qv_T_6.69m\"].values,\n",
    "    merged_data_10min[\"LCL_qv_T_10.0m\"].values\n",
    "])  # (n_times, 5)\n",
    "\n",
    "# 2) Height labels and a single color for each subplot (you can re‐use colors if you like):\n",
    "height_labels = [\"2 m\", \"2.99 m\", \"4.47 m\", \"6.69 m\", \"10 m\"]\n",
    "subplot_colors = ['#1f77b4', '#ff7f0e', '#2ca02c', '#9467bd', '#8c564b']\n",
    "\n",
    "# 3) Create a 1×5 grid of subplots, share x‐ and y‐limits for uniform appearance\n",
    "fig, axes = plt.subplots(\n",
    "    nrows=1,\n",
    "    ncols=5,\n",
    "    figsize=(18, 4),  # wide enough to accommodate five panels\n",
    "    sharex=True,\n",
    "    sharey=True\n",
    ")\n",
    "\n",
    "# 4) Determine maximum LCL (both methods) over all heights/times for a common axis range\n",
    "all_vals = np.concatenate([radiative_LCL.flatten(), qv_LCL.flatten()])\n",
    "vmax = np.nanmax(all_vals) * 1.05  # a little padding\n",
    "\n",
    "for j, ax in enumerate(axes):\n",
    "    x = radiative_LCL[:, j]\n",
    "    y = qv_LCL[:, j]\n",
    "    mask_both = np.isfinite(x) & np.isfinite(y)\n",
    "\n",
    "    # 4a) Plot paired points (both methods valid) in one color\n",
    "    ax.scatter(\n",
    "        x[mask_both],\n",
    "        y[mask_both],\n",
    "        s=20,\n",
    "        alpha=0.6,\n",
    "        color=subplot_colors[j],\n",
    "        marker='o',\n",
    "        edgecolor='black'\n",
    "    )\n",
    "\n",
    "    # 4b) Plot “radiative‐only” points below y = 0.0 (if desired)\n",
    "    mask_rad_only = np.isfinite(x) & ~np.isfinite(y)\n",
    "    if mask_rad_only.sum() > 0:\n",
    "        ax.scatter(\n",
    "            x[mask_rad_only],\n",
    "            np.full(mask_rad_only.sum(), -0.05),\n",
    "            s=15,\n",
    "            color='gray',\n",
    "            marker='x',\n",
    "            alpha=0.4\n",
    "        )\n",
    "\n",
    "    # 4c) Plot “qᵥ‐only” points left of x = 0.0 (if desired)\n",
    "    mask_qv_only = ~np.isfinite(x) & np.isfinite(y)\n",
    "    if mask_qv_only.sum() > 0:\n",
    "        ax.scatter(\n",
    "            np.full(mask_qv_only.sum(), -0.05),\n",
    "            y[mask_qv_only],\n",
    "            s=30,\n",
    "            color='black',\n",
    "            marker='+',\n",
    "            alpha=0.2\n",
    "        )\n",
    "\n",
    "    # 5) Reference 1:1 line (only on the middle subplot to reduce clutter, or on all if you prefer)\n",
    "    ax.plot([0, vmax], [0, vmax], linestyle='--', color='gray', linewidth=1.2)\n",
    "\n",
    "    # 6) Formatting per subplot\n",
    "    ax.set_xlim(-0.1, vmax)\n",
    "    ax.set_ylim(-0.1, vmax)\n",
    "    ax.set_aspect('equal', 'box')\n",
    "\n",
    "    # Only label outer axes\n",
    "    if j == 0:\n",
    "        ax.set_ylabel(\"Thermo LCL (qᵥ) (km)\", fontsize=12, fontweight='bold')\n",
    "    ax.set_title(f\"{height_labels[j]}\", fontsize=12, fontweight='bold')\n",
    "    ax.tick_params(labelsize=10)\n",
    "\n",
    "# 7) Common X‐label (put below all subplots)\n",
    "fig.text(0.5, -0.02, \"Radiative LCL (km)\", ha='center', fontsize=12, fontweight='bold')\n",
    "\n",
    "# 8) Overall figure title\n",
    "fig.suptitle(\"Radiative vs. Thermodynamic (qᵥ) LCL, by Start Height\", fontsize=16, fontweight='bold')\n",
    "\n",
    "plt.tight_layout(rect=[0, 0.05, 1, 0.95])\n",
    "\n",
    "# 9) Save the figure in data_dir at 300 dpi\n",
    "#save_path = os.path.join(data_dir, \"LCL_scatter_each_height.png\")\n",
    "#plt.savefig(save_path, dpi=300, bbox_inches='tight')\n",
    "#print(f\"Figure saved to: {save_path}\")\n",
    "\n",
    "plt.show()\n",
    "# 1) Reconstruct the 2D arrays if you haven’t already:\n",
    "radiative_LCL = np.vstack(merged_data_10min[\"LCL\"].values)  \n",
    "qv_LCL = np.column_stack([\n",
    "    merged_data_10min[\"LCL_qv_T_2.0m\"].values,\n",
    "    merged_data_10min[\"LCL_qv_T_2.99m\"].values,\n",
    "    merged_data_10min[\"LCL_qv_T_4.47m\"].values,\n",
    "    merged_data_10min[\"LCL_qv_T_6.69m\"].values,\n",
    "    merged_data_10min[\"LCL_qv_T_10.0m\"].values\n",
    "])\n",
    "\n",
    "n_times, n_heights = radiative_LCL.shape\n",
    "print(f\"Total time steps: {n_times}, Heights: {n_heights}\")\n",
    "\n",
    "# 2) Build boolean masks\n",
    "valid_rad  = np.isfinite(radiative_LCL)\n",
    "valid_qv   = np.isfinite(qv_LCL)\n",
    "mask_both  = valid_rad & valid_qv\n",
    "mask_rad_only = valid_rad & (~valid_qv)\n",
    "mask_qv_only  = (~valid_rad) & valid_qv\n",
    "\n",
    "# 3) Count “both” per height\n",
    "both_counts = np.sum(mask_both, axis=0)         # length = 5\n",
    "rad_only_counts = np.sum(mask_rad_only, axis=0)\n",
    "qv_only_counts  = np.sum(mask_qv_only, axis=0)\n",
    "\n",
    "# 4) Display results\n",
    "height_labels = [\"2 m\", \"2.99 m\", \"4.47 m\", \"6.69 m\", \"10 m\"]\n",
    "print(\"\\nPoint Counts by Height (radiative vs. qᵥ):\")\n",
    "for idx, label in enumerate(height_labels):\n",
    "    print(f\"  • {label}:\")\n",
    "    print(f\"      – Both valid:     {both_counts[idx]}\")\n",
    "    print(f\"      – Radiative-only: {rad_only_counts[idx]}\")\n",
    "    print(f\"      – qᵥ-only:        {qv_only_counts[idx]}\")\n",
    "\n",
    "# 5) Totals across all heights\n",
    "total_both = both_counts.sum()\n",
    "total_rad_only = rad_only_counts.sum()\n",
    "total_qv_only  = qv_only_counts.sum()\n",
    "\n",
    "print(\"\\nOverall Totals across all heights:\")\n",
    "print(f\"  • Both valid (plotted normally): {total_both}\")\n",
    "print(f\"  • Radiative-only (plotted at y=–0.05): {total_rad_only}\")\n",
    "print(f\"  • qᵥ-only (plotted at x=–0.05):    {total_qv_only}\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "aa1ae735",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1200x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create the plot with a larger size for better visibility\n",
    "plt.figure(figsize=(12, 7))\n",
    "\n",
    "# Plot LCL data with different markers but less intense black (alpha adjusted)\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL'].apply(lambda x: x[0]), \n",
    "         marker='o', linestyle='', color='black', alpha=0.5, label='LCL T2m')\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL'].apply(lambda x: x[1]), \n",
    "         marker='v', linestyle='', color='black', alpha=0.5, label='LCL T2.99m')\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL'].apply(lambda x: x[2]), \n",
    "         marker='s', linestyle='', color='black', alpha=0.5, label='LCL T4.47m')\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL'].apply(lambda x: x[3]), \n",
    "         marker='D', linestyle='', color='black', alpha=0.5, label='LCL T6.69m')\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL'].apply(lambda x: x[4]), \n",
    "         marker='x', linestyle='', color='black', alpha=0.5, label='LCL T10m')\n",
    "\n",
    "# Now, we will add the LCL from qv with the same markers as the above plots but with a red color\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL_qv_T_2.0m'], \n",
    "         marker='o', linestyle='', color='red', alpha=0.5, label='LCL qv T2m')\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL_qv_T_2.99m'], \n",
    "         marker='v', linestyle='', color='red', alpha=0.5, label='LCL qv T2.99m')\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL_qv_T_4.47m'], \n",
    "         marker='s', linestyle='', color='red', alpha=0.5, label='LCL qv T4.47m')\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL_qv_T_6.69m'], \n",
    "         marker='D', linestyle='', color='red', alpha=0.5, label='LCL qv T6.69m')\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL_qv_T_10.0m'], \n",
    "         marker='x', linestyle='', color='red', alpha=0.5, label='LCL qv T10m')\n",
    "\n",
    "# Formatting the x-axis for a full day (00:00 to 23:59)\n",
    "plt.gca().xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))  # Format to display hours and minutes\n",
    "plt.gca().xaxis.set_major_locator(mdates.HourLocator(interval=2))   # Set tick locator to display every 2 hours\n",
    "plt.gcf().autofmt_xdate()  # Rotate time labels for better readability\n",
    "\n",
    "# Set axis labels and title with larger fonts\n",
    "plt.xlabel('Time (Full Day)', fontsize=14)\n",
    "plt.ylabel('LCL Height (km)', fontsize=14)\n",
    "plt.title('LCL at Various Heights Over Time (Full Day)', fontsize=16)\n",
    "\n",
    "# Enhance the legend with better positioning\n",
    "plt.legend(loc='upper left', fontsize=12)\n",
    "\n",
    "# Add a grid with subtle enhancements\n",
    "plt.grid(True, linestyle='--', linewidth=0.6, alpha=0.7)\n",
    "\n",
    "# Adjust layout to prevent overlap\n",
    "plt.tight_layout()\n",
    "\n",
    "# Display the plot\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "b74161a0",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0      0.213218\n",
      "1      0.223819\n",
      "2      0.216176\n",
      "3      0.203261\n",
      "4      0.188522\n",
      "         ...   \n",
      "134    0.162612\n",
      "135    0.156640\n",
      "136    0.189171\n",
      "137    0.200960\n",
      "138    0.155374\n",
      "Name: LCL_romps_km, Length: 139, dtype: float64\n"
     ]
    }
   ],
   "source": [
    "# … after you load merged_data_10min via pd.read_csv(…):\n",
    "lcl_list_new = []\n",
    "\n",
    "for index, row in merged_data_10min.iterrows():\n",
    "    # 1) Extract P_surf, T_surf for this timestamp\n",
    "    P_surf_mbar = row['BP_mbar_Avg']\n",
    "    T_surf       = row['Temperature_K_2']  # or whichever level you prefer\n",
    "    \n",
    "    # 2) Extract RH at surface\n",
    "    #    (Adjust column name and /100.0 if needed.)\n",
    "    RH_surf_pct = row['RH_E5567_Avg']  \n",
    "    rh_surf = RH_surf_pct / 100.0\n",
    "\n",
    "    # 3) Convert pressure to Pa\n",
    "    p_surf = P_surf_mbar * 100.0\n",
    "\n",
    "    # 4) Compute thermodynamic LCL (in meters) via Romps function\n",
    "    #    We only need lcl(...), so leave return_ldl=False, return_min_lcl_ldl=False\n",
    "    lcl_thermo_m = lcl(p_surf, T_surf, rh=rh_surf)\n",
    "\n",
    "    # 5) If you prefer LCL in kilometers, do:\n",
    "    lcl_thermo_km = float(lcl_thermo_m) / 1000.0\n",
    "\n",
    "    # 6) Append to a list\n",
    "    lcl_list_new.append(lcl_thermo_km)\n",
    "\n",
    "# After the loop:\n",
    "merged_data_10min['LCL_romps_km'] = lcl_list_new\n",
    "print(merged_data_10min['LCL_romps_km'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "5564df9f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                   Time    zi  zi_parcel\n",
      "0   2024-05-23 00:00:00   220        400\n",
      "1   2024-05-23 00:10:00   220        400\n",
      "2   2024-05-23 00:20:00  1740        960\n",
      "3   2024-05-23 00:30:00  1740       1000\n",
      "4   2024-05-23 00:40:00  1740       1000\n",
      "..                  ...   ...        ...\n",
      "139 2024-05-23 23:10:00   340         10\n",
      "140 2024-05-23 23:20:00     0         10\n",
      "141 2024-05-23 23:30:00     0         10\n",
      "142 2024-05-23 23:40:00     0         10\n",
      "143 2024-05-23 23:50:00     0         10\n",
      "\n",
      "[144 rows x 3 columns]\n"
     ]
    }
   ],
   "source": [
    "cbl_dir = f'C:\\\\Users\\\\magda\\\\Master_Thesis\\\\Microwave_radiometer\\\\{month_str}\\\\{date_str}'\n",
    "cbl_file = os.path.join(cbl_dir, f'cbl_height_{date_str}.csv')\n",
    "\n",
    "df_cbl = pd.read_csv(cbl_file, parse_dates=['Time'])\n",
    "print(df_cbl)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "9588a254",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "              TIMESTAMP   wT_Flux  wrhoqv_Flux  Average_Temperature  \\\n",
      "0   2024-05-23 00:00:00 -0.040860     0.003002           288.806083   \n",
      "1   2024-05-23 00:10:00 -0.033838     0.002316           288.828050   \n",
      "2   2024-05-23 00:20:00 -0.033618     0.003160           288.899953   \n",
      "3   2024-05-23 00:30:00 -0.024925     0.002736           288.932185   \n",
      "4   2024-05-23 00:40:00 -0.028022     0.002733           288.945310   \n",
      "..                  ...       ...          ...                  ...   \n",
      "133 2024-05-23 22:10:00 -0.011503     0.037796           287.042892   \n",
      "134 2024-05-23 22:20:00 -0.008869     0.009389           287.149144   \n",
      "135 2024-05-23 22:30:00  0.000679    -0.057925           287.724159   \n",
      "136 2024-05-23 22:40:00 -0.008534     0.001405           287.513343   \n",
      "137 2024-05-23 22:50:00 -0.008595     0.001754           287.531260   \n",
      "\n",
      "     Average_Temperature_Corr  Average_H2O_Density  Average_CO2_Density  \\\n",
      "0                  287.766556             8.632987           755.298379   \n",
      "1                  287.789466             8.623836           756.066020   \n",
      "2                  287.846850             8.740410           755.224805   \n",
      "3                  287.865272             8.853395           755.188708   \n",
      "4                  287.874001             8.889363           754.726989   \n",
      "..                        ...                  ...                  ...   \n",
      "133                286.775364             2.264178           704.183555   \n",
      "134                287.131672             0.113108           658.513549   \n",
      "135                287.290235             3.584527           723.751979   \n",
      "136                286.662237             7.172915           801.236473   \n",
      "137                286.660424             7.339125           806.427924   \n",
      "\n",
      "     wrhoCO2_Flux  Average_Wind_Ux  Average_Wind_Uy  ...  LCL_qv_T_2.0m  \\\n",
      "0        0.251904         3.518954        -3.701641  ...        0.23023   \n",
      "1        0.206448         3.314715        -3.515570  ...        0.24024   \n",
      "2        0.228036         3.413458        -3.768847  ...        0.24024   \n",
      "3        0.168377         2.937088        -3.239429  ...        0.23023   \n",
      "4        0.217996         2.919578        -3.175392  ...        0.21021   \n",
      "..            ...              ...              ...  ...            ...   \n",
      "133      0.995557         0.365446        -0.052217  ...        0.17017   \n",
      "134      0.454030         0.349148         0.315204  ...        0.17017   \n",
      "135     -1.057081         0.562459         0.217842  ...        0.19019   \n",
      "136      0.196366         0.586785         0.062195  ...        0.23023   \n",
      "137      0.238657         0.599012        -0.048956  ...        0.23023   \n",
      "\n",
      "     LCL_qv_T_2.99m  LCL_qv_T_4.47m  LCL_qv_T_6.69m  LCL_qv_T_10.0m  \\\n",
      "0           0.24024         0.24024         0.25025         0.25025   \n",
      "1           0.25025         0.25025         0.26026         0.26026   \n",
      "2           0.24024         0.24024         0.25025         0.25025   \n",
      "3           0.23023         0.23023         0.24024         0.24024   \n",
      "4           0.22022         0.21021         0.22022         0.22022   \n",
      "..              ...             ...             ...             ...   \n",
      "133         0.20020         0.22022         0.25025         0.28028   \n",
      "134         0.20020         0.22022         0.26026         0.28028   \n",
      "135         0.21021         0.23023         0.27027         0.29029   \n",
      "136         0.25025         0.26026         0.28028         0.30030   \n",
      "137         0.25025         0.25025         0.27027         0.29029   \n",
      "\n",
      "           Tcld                                                LCL  \\\n",
      "0    270.900496  [1.6500000000000001, 1.6600000000000001, 1.650...   \n",
      "1    270.973519  [1.6400000000000001, 1.6500000000000001, 1.650...   \n",
      "2    278.131787  [0.92, 0.93, 0.92, 0.9400000000000001, 0.94000...   \n",
      "3    275.464904                        [1.2, 1.2, 1.2, 1.21, 1.22]   \n",
      "4    278.308235                     [0.91, 0.91, 0.91, 0.92, 0.92]   \n",
      "..          ...                                                ...   \n",
      "133  269.920431  [1.59, 1.61, 1.6300000000000001, 1.65000000000...   \n",
      "134  269.817723        [1.6, 1.62, 1.6400000000000001, 1.67, 1.69]   \n",
      "135  272.076592       [1.3800000000000001, 1.41, 1.42, 1.45, 1.47]   \n",
      "136  273.087855                     [1.31, 1.33, 1.33, 1.36, 1.37]   \n",
      "137  273.569402                      [1.26, 1.27, 1.28, 1.3, 1.31]   \n",
      "\n",
      "     LCL_romps_km    zi  zi_parcel  \n",
      "0        0.213218   220        400  \n",
      "1        0.223819   220        400  \n",
      "2        0.216176  1740        960  \n",
      "3        0.203261  1740       1000  \n",
      "4        0.188522  1740       1000  \n",
      "..            ...   ...        ...  \n",
      "133      0.182778     0         10  \n",
      "134      0.162612   220         10  \n",
      "135      0.156640   250         10  \n",
      "136      0.189171   280         10  \n",
      "137      0.200960     0         10  \n",
      "\n",
      "[138 rows x 98 columns]\n"
     ]
    }
   ],
   "source": [
    "# Ensure LCL timestamps are in datetime\n",
    "df_cbl['Time'] = pd.to_datetime(df_cbl['Time'])\n",
    "\n",
    "# Merge on timestamp (inner join to keep overlapping times only)\n",
    "merged_data_10min = pd.merge(merged_data_10min, df_cbl, how='inner', left_on='TIMESTAMP', right_on='Time')\n",
    "\n",
    "# Optional: remove the duplicate 'Time' column\n",
    "merged_data_10min.drop(columns=['Time'], inplace=True)\n",
    "print(merged_data_10min)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "dd13e98b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create the plot with a larger size for better visibility\n",
    "plt.figure(figsize=(12, 7))\n",
    "\n",
    "# Plot LCL data with different markers but less intense black (alpha adjusted)\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL'].apply(lambda x: x[0]), marker='o',\n",
    "        linestyle=' ', color='black', alpha=0.5, label='LCL T2m')# marker='o'\n",
    "#plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL'].apply(lambda x: x[1]), \n",
    "      #   marker='v', linestyle='', color='black', alpha=0.5, label='LCL T2.99m')\n",
    "#plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL'].apply(lambda x: x[2]), \n",
    "       #  marker='s', linestyle='', color='black', alpha=0.5, label='LCL T4.47m')\n",
    "#plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL'].apply(lambda x: x[3]), \n",
    "        # marker='D', linestyle='', color='black', alpha=0.5, label='LCL T6.69m')\n",
    "#plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL'].apply(lambda x: x[4]), \n",
    "         #marker='x', linestyle='', color='black', alpha=0.5, label='LCL T10m')\n",
    "\n",
    "# Now, we will add the LCL from qv with the same markers as the above plots but with a red color\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL_qv_T_2.0m'], marker='o',\n",
    "         linestyle='', color='red', alpha=0.5, label='LCL qv 2m')#marker='o',\n",
    "#plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL_qv_T_2.99m'], \n",
    "       #  marker='v', linestyle='', color='red', alpha=0.5, label='LCL qv T2.99m')\n",
    "#plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL_qv_T_4.47m'], \n",
    "        # marker='s', linestyle='', color='red', alpha=0.5, label='LCL qv T4.47m')\n",
    "#plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL_qv_T_6.69m'], \n",
    "        # marker='D', linestyle='', color='red', alpha=0.5, label='LCL qv T6.69m')\n",
    "#plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LCL_qv_T_10.0m'], \n",
    "         #marker='x', linestyle='', color='red', alpha=0.5, label='LCL qv T10m')\n",
    "\n",
    "# Plot CBL height as a line (in meters → convert to km to match y-axis)\n",
    "#plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['zi'] / 1000,\n",
    " #        color='blue', linewidth=2, label='CBL Height $z_i$')\n",
    "# Plot Romps thermodynamic LCL\n",
    "plt.plot(merged_data_10min['TIMESTAMP'],\n",
    "       merged_data_10min['LCL_romps_km'], marker='o',alpha=0.5,\n",
    "      color='green', linestyle='', linewidth=2, label='LCL (Romps)')\n",
    "# Plot Parcel Method CBL height (in km) with dashed orange line\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['zi_parcel'] / 1000,\n",
    "       color='orange', linestyle='-', linewidth=2, label='CBL Height $z_i$ (Parcel Method)')\n",
    "\n",
    "\n",
    "plt.fill_between(merged_data_10min['TIMESTAMP'], \n",
    "                merged_data_10min['zi_parcel'] / 1000, \n",
    "               merged_data_10min['LCL'].apply(lambda x: x[0]),  # or another LCL source\n",
    "              where=(merged_data_10min['LCL'].apply(lambda x: x[0]) <= merged_data_10min['zi_parcel'] / 1000),\n",
    "             color='orange', alpha=0.1, label='LCL <= CBL (possible cloud layer)')\n",
    "\n",
    "\n",
    "# Formatting the x-axis for a full day (00:00 to 23:59)\n",
    "plt.gca().xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))  # Format to display hours and minutes\n",
    "plt.gca().xaxis.set_major_locator(mdates.HourLocator(interval=2))   # Set tick locator to display every 2 hours\n",
    "plt.gcf().autofmt_xdate()  # Rotate time labels for better readability\n",
    "\n",
    "# ... your plot code ...\n",
    "ax = plt.gca()  # or use the Axes you already have\n",
    "\n",
    "times = [\"05:20\", \"06:40\", \"14:00\"]\n",
    "\n",
    "# If your x-axis uses datetimes from a pandas index/column:\n",
    "# Use the date(s) present in your data so lines land on the correct day(s).\n",
    "x = getattr(ax.lines[0], \"get_xdata\")() if ax.lines else None\n",
    "if isinstance(x, pd.DatetimeIndex) or (hasattr(x, \"dtype\") and \"datetime64\" in str(x.dtype)):\n",
    "    idx = pd.DatetimeIndex(x)\n",
    "else:\n",
    "    # If you plotted from a DataFrame like df.plot(...), grab that index:\n",
    "    # replace df.index below with your datetime index if different\n",
    "    idx = pd.DatetimeIndex(df.index)\n",
    "\n",
    "for date in idx.normalize().unique():\n",
    "    for t in times:\n",
    "        ax.axvline(pd.to_datetime(f\"{date.date()} {t}\"),\n",
    "                   color=\"red\", linestyle=\"--\", linewidth=1)\n",
    "\n",
    "# Set axis labels and title with larger fonts\n",
    "plt.xlabel('Time (Full Day)', fontsize=20)\n",
    "plt.ylabel('Height (km)', fontsize=20)\n",
    "plt.xticks(fontsize=18)  # or any size you prefer\n",
    "plt.yticks(fontsize=18)  # or any size you prefer\n",
    "\n",
    "plt.title('LCL at Various Heights Over Time (Full Day)', fontsize=20)\n",
    "# Enhance the legend with better positioning\n",
    "plt.legend(loc='upper left', fontsize=14)\n",
    "\n",
    "# Add a grid with subtle enhancements\n",
    "plt.grid(True, linestyle='--', linewidth=0.6, alpha=0.7)\n",
    "\n",
    "# Adjust layout to prevent overlap\n",
    "plt.tight_layout()\n",
    "\n",
    "# Display the plot\n",
    "plt.show()\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2eeae69a",
   "metadata": {},
   "source": [
    "### Sonic - Mast comparisons"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "80700c9a",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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xRFNsrFk5lZ1tJqSys83LsbH+ibE8+TUpNX36dElSp06d7NZnZGQoNTVVkrRw4UKNHj1a/fr108GDB5WQkKDx48dr2LBhtu3vu+8+nThxQiNHjtTBgwfVunVrrVy5UmeffXZ5PRUAAAAAAACPJSZKgwebQ/Z27z4ztC/Uq6SkABi+50pcXJwyMjJcbvfQQw/poYce8kZYAAAAAAAA5cbR0L5QFxCNzgEAAAAAACqykob2hbpKrjcBAAAAAAAAvIukFAAAAAAAAModSSkAAAAAAACUO5JSAAAAAACgQtm7134J/yApBQDA/7d359FR1vcexz8TwpaSBEKQLexrgCCbVgGLgDu4UtG2btB7qQoHpJflAq3oUTktFrTUpafXCx6pVovKub2I14KyBTcWWWTfgyxhCRC2QJL53D/SGTMkhAT5Pc/zhc/rHE/IMxN4OzzMN/PL8zwjIiIiIleMDz4ARo8u+vXo0UWfiz+0KCUiIiIiIiIiV4QdO4AZMwCy6HOy6PMdO/ztulJpUUpERERERERErgjZ2UBuLlCvXtHn9eoVfZ6d7W/XlUqLUiIiIiIiIiJyRahbF0hKAvbvL/p8//6iz+vW9bfrSqVFKRERERERERG5IjRrBgwaBIRCRZ+HQsDgwUXbxXvxfgeIiIiIiIiIiHhlwADg6quBdeuAF18EWra8tL//jh1FpwPWravFrgvRopSIiIiIiIiIXFGaNClalGrS5NL+vh98UHTh9NzcotMCBw0qWgST0un0PRERERERERGRH6j4O/u1bq139isPLUqJiIiIiIiIiPxAkXf2q18fqFSp6KPe2a9sWpQSEREREREREfmBIu/st28fUFhY9FHv7Fc2LUqJiIiIiIiIiPxAxd/Zb/NmvbNfeehC5yIiIiIiIiIil8CAAUCXLnr3vfLSopSIiIiIiIiIyCXSrJkWo8pLp++JiIiIiIiIiIjntCglIiIiIiIiIiKe0+l7IiIiIiIiIiLF7Nhx/utClXWbVIwWpURERERERERE/uWDD4AZM4DcXCApqegd9QYMuPBtUnE6fU9EREREREREBEVHQc2YAZBA69ZFH2fMKNpe1m1ycbQoJSIiIiIiIiKCotPycnOB+vWBSpWKPubmFm0v6za5OFqUEhERERERERFB0XWikpKAffuAwsKij0lJRdvLuk0ujhalRERERERERERQdOHyQYOAUAjYvLno4+DBRdvLuk0uji50LiIiIiIiIiLyLwMGAF26lP4Oe2XdJhWnRSkRERERERERkWIiR0ZV9DapGJ2+JyIiIiIiIiIintOilIiIiIiIiIiIeE6LUiIiIiIiIiIi4jktSomIiIiIiIiIiOe0KCUiIiIiIiIiIp7TopSIiIiIiIiIiHhOi1IiIiIiIiIiIuI5LUqJiIiIiIiIiIjntCglIiIiIiIiIiKe06KUiIiIiIiIiIh4TotSIiIiIiIiIiLiOS1KiYiIiIiIiIiI57QoJSIiIiIiIiIintOilIiIiIiIiIiIeE6LUiIiIiIiIiIi4rl4vwOCgCQAIDc3N2Z7fn4+Tp06hdzcXFSuXNmPtAqz1qxe96w1q9c9a83qdc9as3rds9ZsrRew16xe96w1q9c9a83qdc9Sc2R9JbLecj5alAJw/PhxAECjRo18LhERERERERERuTwcP34cycnJ5709xAstW10BwuEw9u7di8TERIRCoej23NxcNGrUCLt370ZSUpKPheVnrVm97llrVq971prV6561ZvW6Z63ZWi9gr1m97llrVq971prV656lZpI4fvw4GjRogLi48185SkdKAYiLi0NaWtp5b09KSgr8X/i5rDWr1z1rzep1z1qzet2z1qxe96w1W+sF7DWr1z1rzep1z1qzet2z0lzWEVIRutC5iIiIiIiIiIh4TotSIiIiIiIiIiLiOS1KlaFq1aqYOHEiqlat6ndKuVlrVq971prV6561ZvW6Z61Zve5Za7bWC9hrVq971prV6561ZvW6Z7H5QnShcxERERERERER8ZyOlBIREREREREREc9pUUpERERERERERDynRSkREREREREREfGcFqVERERERERERMRzWpQSERERERERERHPxfsdcKXaunUr5syZg507d6Jfv35o0aIFmjdv7nfWeVnrBew1q9c9a83WegF7zep1z1qzet2z1qxe96w1q9c9a83WegF7zep1z7dmiufWrl3LlJQU3nTTTezUqRObNm3Kvn378pNPPvE7rVTWekl7zep1z1qztV7SXrN63bPWrF73rDWr1z1rzep1z1qztV7SXrN63fOzWYtSHjt9+jT79+/PJ598kvn5+STJjz76iD//+c/ZvHlzzpkzx+fCWNZ6SXvN6nXPWrO1XtJes3rds9asXvesNavXPWvN6nXPWrO1XtJes3rd87tZi1IeO3HiBDt06MAXX3wxZvvKlSv58MMPMyMjg0uXLvWpriRrvaS9ZvW6Z63ZWi9pr1m97llrVq971prV6561ZvW6Z63ZWi9pr1m97vndrAude6xy5cpo2bIldu7ciTNnzkS3d+7cGU888QTq1q2Ld999FyxaMPSxtIi1XsBes3rds9ZsrRew16xe96w1q9c9a83qdc9as3rds9ZsrRew16xe93xvvtSrXHJhzz33HFNTUzl//vwSt02ZMoVXXXUVjxw54n3YeVjrJe01q9c9a83Wekl7zep1z1qzet2z1qxe96w1q9c9a83Wekl7zep1z89mLUo5tm/fPmZmZnLhwoXMysqKbu/Xrx8bNmzIL774ggUFBdHtmZmZbN++Pffu3etHrrle0l6zet2z1mytl7TXrF73rDWr1z1rzep1z1qzet2z1mytl7TXrF73gtasRSmH1qxZw4YNG7JTp06Mj49njx49+Mwzz0Rvv+mmm1inTh3OnDmTO3fuZH5+PkeOHMmMjAwePXpUvZdhs3rVbL3XYrN61axe71lrVq+a1es9a83Wei02q/fKbNailCOHDh1iq1atOHLkSB44cIDLli3j+PHjmZqayiFDhkTv99BDD7F169ZMSUlh9+7dWbt2bX7zzTfqvQyb1atm670Wm9WrZvV6z1qzetWsXu9Za7bWa7FZvVdusxalHFm7di3T09O5adOm6LacnBxOnz6diYmJHD58eHR7ZmYm33rrLb7zzjvcsWOHD7X2ekl7zep1z1qztV7SXrN63bPWrF73rDWr1z1rzep1z1qztV7SXrN63QtqsxalHNm8eTMTExM5a9asmO0nTpzga6+9xmbNmvGvf/2rT3UlWesl7TWr1z1rzdZ6SXvN6nXPWrN63bPWrF73rDWr1z1rzdZ6SXvN6nUvqM1xl/79/AQA6tSpg549e2LOnDnIysqKbv/Rj36E++67D61bt8bKlSt9LIxlrRew16xe96w1W+sF7DWr1z1rzep1z1qzet2z1qxe96w1W+sF7DWr172gNmtR6hIjCQCoWbMmBg0ahA8//BB/+ctfcPDgweh96tati/T0dHz11VfIz8/3KxWAvV7AXrN63bPWbK0XsNesXvesNavXPWvN6nXPWrN63bPWbK0XsNesXveC3hzv6Z92mSssLESlSpUQDocRFxeH+++/H4cPH8bQoUORn5+PRx55BO3btwcAHDt2DC1atEAoFFLvZdysXjVb77XYrF41q1fN6tU+od5g9VpsttZrsVm9agYAXVPqEgmHw9GPv/rVr/jmm29Gt82YMYPNmzfnddddx/79+/OBBx5gYmIi16xZo96LYK3ZSq/2Ce9Y6rWyX5w+fbpEd5B7i3eSZGFhoYle0s4+YbU3wlovaadZ+4R3rDRb2SeszrpIK2ln3lnZJ4qz2Eyq13Vr5GOQm3X63g9QUFAQ/XUoFEJhYSFycnLw8ccfY8WKFcjLywMAPPbYY5g5cyZ+9rOfIT4+Hmlpafjiiy+QkZHhaW9hYWFMLwAcPnw4sL2ldQMI9GN8rqDvE9b2YaBonz19+nTMtiA3b926FbNnzzbTCwBbtmzBtGnTAHz/XBHk5nXr1uHuu+/GoUOHABQdohzk3hMnTuDAgQPIz8838fgCQDgcjv7awvywOO8szzpA8+5SszbrAHvzTrPOPWvzztqsAzTvvBb02QHYm3cAECL/dYKhVMimTZvw+9//HocPH0bVqlXx97//PXpbTk4OQqEQatWqVerXkvT8kLiNGzdi8uTJOHXqFBISEvCb3/wG9evXR/Xq1XHo0CHExcUhJSUlML0AkJWVhZo1ayIpKanEYYdBfIy3b9+Ov/3tbzh06BDq16+PMWPGRG8LYq+1fRgo+gayc+fO+NWvfoXnn38e1atXj7YEsXnVqlW45ppr8Oqrr2LIkCEAvj+ENoi9ALBmzRrcfvvtuOOOOzB69Gi0bt062nz48GHExcUFqnn16tW48cYbcezYMfznf/4nJk2aFOjniXXr1mHo0KHIycnBmTNn8MYbb+CGG24AENx/dxs3bsS0adOQl5eH+Ph4TJgwAXXr1kW1atUCOT+szTtrsw7QvHPN2qwD7M07zTr3rM07a7MO0LxzzdqsA+zNuwgdKXUR1q5dix49eqCwsBAtWrTAypUrcf/99wMoWmFPSUmJ+ctevXp1zNf78SR77bXX4vTp06hRowZWr16Nnj17Yvr06cjOzkZqamrME5bfvUDRP6gWLVqgc+fOyMnJQaVKlVBYWIi4uLhAPsZr167F9ddfj5UrV2LZsmV488038dBDD0VvD2KvpX24eEd+fj5effVVjBo1CmfOnIneFrTmyL+zESNGRL9BB4BKlSoBCF4vAOzZswd33XUXHnzwQfzXf/0XWrduDeD75tq1aweqefXq1bjuuuswePBgjBw5EpmZmcjLy0NcXBwKCgoC9xhv3LgRvXr1QkZGBl544QU0b94cTz75ZPT2oPUCwPr169G9e3ecPHkSNWvWxKpVq9CtWzdMnz4dBw4cCNz8sDbvrM06QPPOC5ZmXaTB0rzTrHPP2ryzNusAzTvXrM06wOa8i/LgFMHLytatW9mqVSuOGzeOZNH5mZMnT+bQoUNLvf9LL73ENm3a8B//+IeXmVGFhYX8t3/7Nw4cODBm+xNPPMFWrVrxxRdf5NGjR6Pb/e4lyf3797NPnz7s27cvr7/+emZkZPDw4cMkyYKCghL3f/nll31tzsrKYtu2bTl27FiS5MmTJ/nXv/6VXbp04ebNm0vc3+9ea/twcV9//TV//vOfc8GCBaxevXpM86FDh6K/9vsx3rBhA5OSkjh8+HCSRfvtO++8w8mTJ3Py5MklrgkRlMd4/vz5vOWWW0iS+fn5HDZsGO+9917ecMMN/Pvf/87s7Ozoff1uXr58ORMSEjh+/HiS5Jo1axgKhTh9+vRS7+/3PnHmzBkOHDiQv/zlL6Pbli9fzvvvv58HDx7kiRMneObMmehtfj++ZNG1S/r16xfz7ywcDrNVq1Zs1KgR//CHPzA3Nzd6m9+PsbV5Z23WkZp3XrEy60ib806zzi1r887arCM171yzNutIu/MuQkdKVdDHH3+MDh06YOzYsQCKVhSzsrLw6aefomfPnujVqxeWLFkSvf9Pf/pTpKWloUOHDr70xsXF4fjx40hISAAAnD17FgDw2muvoV+/fvjTn/6ERYsWBaYXKDqkOiUlBRMmTMCLL76IxMRE3HjjjdFV9eLnyQLAgAEDfGsmiU8++QRpaWkYOXIkSCIhIQE33ngjdu7ciaysrBJf42cvYG8fLq5FixZYu3Yt2rVrh7feegtvvPEGxo4diyFDhuD555+Pvn2p34/xjBkzcPz4cfTt2xdHjx7Frbfeij/96U/47//+b0ybNg3t27fHqlWrovcPymO8e/duZGdn49SpU7j55puxfv16dOzYEbVq1cJvf/tbvP766zh+/LjvzadPn8avf/1rDBkyBC+88ALC4TDS09Px8MMP4/3338fhw4dLfI3f+0RcXBwOHjyIpk2bRrfNmjUL8+bNQ8+ePdG5c2dMmjQpeq2QIOwT4XAYhw4dQs+ePQEUXRskFAqha9euSE1NxUsvvRSzHwfhMbY07yzNOkDzzktWZh1gc95p1rllbd5Zm3WA5p1LFmcdYHfeRfm5ImbVsmXLor+eOnUqQ6EQJ02axPfee4/9+vVjWloaDx48GL1PaSvAXvr3f/93ZmRkRD/Py8uL/vr+++9nmzZtmJ+fH93mdy9JLliwIPrrJUuWsHv37uzQoUP0cY00Rn7S4mfzkiVL+Prrr0c/z8/PZ35+Plu1asU5c+aU+jV+P8bW9mGy6KdCJ06cYJcuXbh06VKS5KJFixgfH88qVapE/58irX43Dxo0iK1atWJ6ejr79evH7du38+jRozx69Ch79+7NjIyMmEa/e0lyzpw5TE9P56effsp77rmHBw4ciN42ceJENmnSJOYnRH41FxYWcvfu3SW2z5w5kwkJCdF9IfLuIkHZJ/r378/WrVvztdde44gRI1itWjXOmDGD69at47PPPsuWLVty3rx50fv73VtYWMjOnTvzoYceim7bv38/W7RowZUrV/Lmm29mjx49ovcl/W+2Nu8szTpS884L1mYdaW/eada5Z2neWZx1pOadSxZnHWlv3hWnRakf4ODBg3zqqaf46aefRrfl5eWxRo0aMYfVRoaFX3bs2MGGDRty0KBB0W2nTp0iSW7fvp116tSJ+X/wu/dc4XCYmZmZ0SevyKHrkyZNin7D5mdz5LE8t6NLly6cNWtW9POZM2d62lUeVvbh4n/+Y489xg8++IAk+cgjj7B27dqsUqUKR44cGTOQ/W4myUcffZTXXHMNN23aFLP966+/ZmJiIhcuXBjdFoRekuzQoQNr1arFjIyMmNNESDItLY1TpkyJfu5nc/G3uC3e0adPH95xxx0x+8K5X+OXkydPsl+/fhw8eDDbtGnDP/zhDzG3t2rVKnoKDOl/L0m+9dZbbNasGXv06MEJEyYwOTk5ekrG3Llz2b59+5hTXfxqjrxQ2LFjBxs1ahT4eRfpLS7os45kzCk3QZ935z7GVuZdhIVZV/wF76BBg0zNu44dO5qYdcVZmHWRf3cnT55k//79Az/vIn/uW2+9xRYtWgR+1hVnZd6VJujz7uTJk9FfB33WlcbavCPJeL+P1Aq6ffv2Yc2aNTh69Ch69OiBtLS06LsFpKam4oUXXogeOgkUXaW/devWSE9Pj27z8qJhO3bswKJFi3Dw4EH07t0b7dq1Q9OmTTFx4kRMnjwZw4YNwyuvvILq1asDKHrLyKSkJCQmJvrSe77myGMaeayvv/56TJ48GWPGjEHfvn2jFx9cv369583Fe2+88Ua0a9cu5nb+650Lir+V88SJE/Hcc8/huuuuQ8uWLT1rPbf33Mc3iPvwhZqTk5OxfPlyzJ8/H//85z+xZMkSZGVl4fbbb0d8fDwmT57sefO5va1atUJycjLefPNNzJs3D02aNAHw/b6Rm5uL+vXrIy0tLfp7+P0YR5pfffVVDBs2DNnZ2di1axdq164NoOg0ghYtWsQcju/3c1tCQgJCoRBY9AMWAED//v3x5z//GVlZWWjVqlX0XV387m3Tpg0SExMxZ84chMNh3HrrrWjbti0ARC9i3Lx585jnBz/3iRtvvBFdunTBAw88gDp16uDll1/G1q1b8fTTT+PXv/41AODQoUMoKChAlSpVfGk+efIkfvSjH4Fk9O+4YcOGmDBhAqZOnRq4eVdab0TkuSFIs+7c5lAoVOLvOmjzrqzHOIjz7tzHF/h+X6hVq1bgZt25zfHx8dHv06ZPn45PP/00cPPu3Mc40jtt2jSMGDEC+/btC9SsK22fKN4RtFl3bnPkotUJCQn43//9XwDAzTffHKh5V9pjfNddd6F27dp49dVXAzfrgNjXo927d0ejRo1w1VVXBXbelfX6OYjzrrTHN/JvKoiz7txmC2sUF+TpEpgxa9asYdu2bdmxY0empaUxNTWVGzduJPn9TwLOXWH8zW9+w65du3L//v2+9KamprJbt25MT09n5cqVOXToUK5atYoFBQV86aWX2KRJE/bv359btmzh+vXr+fTTT7NJkybcs2eP573nax42bBi/+OKL6H0ihxaGw2EuXLiQCQkJTElJ4cqVKwPZe/bsWebl5bF58+b85z//ySlTpjAhIYErVqwIZO+5h276uQ+T52/OzMwkSc6ePZvVqlVjs2bNYvaB//u//+OGDRsC07tkyZLzfs2YMWPYq1cv5uTkeFj6vfM1Rw77nT17Nps0acL09HR++OGHXLx4MZ9++mk2aNCA27dvD0xv8f24+E9n09LS+OSTT3reGXG+3shP/0iyd+/e7NevH8mi0wSef/551qtXj1u2bAlM89ChQ7l8+fLofYofFUqSw4YN45133lliuxe+/fZb1qlTh2+//TbJ2CPmcnJyOGXKFDZr1iww8+7c3tIUP/rP71lHlq+5oKAgMPOuIo9xhJ/z7ny9keeyDz/8kAkJCYGZdeT5m8s6BcTPeVfWPnHq1Cl++OGHbN68eWBmXXn24YggzDqy9Ofi4h9Jsm/fvoGZd2XNjohzjz7zc9aRpb8eXb9+PcmiNz4I2rwr6/XzuftHEOZdeXqDNOsu1BzENYry0KLUeWzZsoUNGjTguHHjuHfvXm7atIkDBgxgv379SryTCEmuWrWKY8aMYXJyMletWuV577Fjx9izZ0+OGjUq2jdz5kx27dqVd911F5ctW8ZwOMy5c+eyQ4cOrF27Nlu2bMlmzZr59g/qfM3dunXjPffcw0WLFkXvG/kH9sQTT7BatWr89ttvA91Lkj179mSbNm1YvXr1mHN8g9rr9z5MXrj5yy+/ZE5ODkeNGsXVq1f70ljchXqLn65AkitXruTo0aOZnJzsW39ZzXfddVd0oWfDhg3s3bs3mzZtyubNm7Njx46+fLNQkf04cirJ2LFjed111zE3N9fzQ5Mv1Bs5lHr+/Pls2LAhk5KS2KVLlxIvPIPSfPfdd8dcB4IkP//8c44aNYqJiYm+7MdZWVns2LEjGzRowKpVq8a8uIjMimPHjvGjjz5iRkaG7/PufL1l8XPWkRVv9nveVbTX73lXnt6srCz+x3/8B9esWeN5X2kq+hj7Pe/Kep6IzIX8/HyuX7+effr08X3WVeTxjSwC+jnryAs3R56P582bx7S0NN/nXVn7RPGPEX7POvL8r0fvuOOO6ClmQZp3FX39TPo77yra6/esI+2tUZSXFqVKkZeXxyeffJIPP/xwzE9/Xn/9dbZv377ET4S2bdvGMWPG8Oqrr/btSSs3N5dt27blm2++GbN97ty57NGjBx944IHoT33C4TAXLFjAFStWcO/evX7kkrxw84MPPhhzbYLPP/+c11xzjW+LaBXpLSgoYIcOHRgfH+/bN5QV6d22bRvHjh3r6z5MXrh54MCB3LdvX2DOgS7PYxz5ycWWLVs4YsQItmnTxtehUJ7niuIXeN24cSO3b99e4pobXqno8wRJfvPNN9yxY4eHld8rT++2bdtIFn2DPHXqVL7//vvcuXOnH7kkL9z8s5/9LOYx/vOf/8xevXr5sh/n5+dz2rRpvO+++/jFF19w/PjxjIuLK3VhKuKzzz7zbd5dqLc0S5cu9XXWVbS5oKCA7du3923eVbTX7+/ZyrMPR77PPHv2rOd9panoY7xlyxYOHz7ct3lXnsf43O8jNmzY4Nusu5jnCdLfWVee5uJHmWRlZXHKlCm+zbuLeYxff/1132YdWfHXo6S/8+5iev18bVfR3iC8trO4RlFeWpQqRTgc5uTJk/n73/8+ZvumTZvYuHFj7t27N+bijmfOnOHWrVt9OxwuHA5z3759bNeuHadNm0Yy9tDT//mf/2FaWhpffvllX/pKU97mP/7xjzFfd/jwYU87IyraW1BQwFmzZnHr1q0mek+dOsVt27b5ekhneZobNmwY3Y9Lu1Cwly7mMd64caOvC8EX++/OLxfz785PV9Jz8ZEjR7zMjPH1119HLzR6+vRpjhs3rtQXF37vDxHl7S3Or0XgiPI2R56H33//fd/mHVmxx7iwsJDbtm3jvn37vM6MulBvUH7wUlxFHuOCggJu2rTJ13l3JTxP+K08zUHal8v7GBdv9nPWVeT1qN/fE5MVf/0c4edru/L2Rhay/XxtF+mwtEZREVqUOo+jR4+W2LZhwwampaXxwIED0ScsP845P5/Ro0czKSkp+hOI4u+SM3HiRDZu3JgnTpzwK69U5W0OyjcN5ek9fvw4yWAM4or0BoW1/ViPsXuXa28QniMirD0XF3f8+PESLy7y8vL48ccf87vvvvO5rqSyenft2uVzXenO1zx37tyYt5cOirJ6/VwoOR9r+zCpx9g1a71k2c27d+/2ua4kC8/F5X096tcRc+e6XHuLn23kN4trFOWhRakLiPzFFhYW8ptvvmHDhg2Zm5tLkhw1ahQbNGjg+wvOSOORI0ei58VHfgIYWTl/++232aVLl/Oez+s1a83qdc9as7Ve0l6zet2z2BxR/JvD3Nzc6OkYM2fO5PDhw1mnTh1fj4Y5l7Ve8sLNqampgWq29hhb6yXtNavXPWvN1nrJC78ebdiwoe+vR4u73HqD8Hr/XBaby6JFqQrYtGlT9C94woQJrFGjBr/88ku/s2IsX76cPXv2ZMOGDbls2bLozjhixAh27949kDuntWb1umet2Vovaa9Zve5ZbC4u8lPvUCjE5ORkfv31134nlclaL2mvWb3uWWtWr3vWmq31Wng9Wpx63bPYfC4tShVzoUPytm3bxnbt2vGRRx5hlSpVYt4q2w/nO3943bp1HDBgAKtVq8arr76aP/nJT5icnMxvvvnG28BSWGtWr3vWmq31kvaa1euetebyXC8jPz+fjz32GGvWrBl9u2y/WOsl7TWr1z1rzep1z1qztV7yws1WXo9GqPeHs9hcUSGSxBXq1KlTyM/PRzgcRq1atQAA4XAYcXFxJe5LEitWrMC1116LGjVqYPHixejUqZOnvYcPH8bRo0eRm5uLzp07l9kLALNmzcKuXbtQqVIl3HnnnWjZsqWXuQDsNavXPWvN1noBe83qdc9ac0V7SeLdd9/F0KFDMW/ePHTt2tXLXHO9gL1m9bpnrVm97llrttYLVKzZ2utR9V4ci80/mOfLYAHx7bff8s4772Tbtm3Zq1cv/u53v7vg1+Tl5XHo0KFcu3atB4Wx1q5dyx//+MdMT09n48aN+cQTT5z3vkG4CBtpr1m97llrttZL2mtWr3vWmivSe+7X+XFxWmu9kT/bUrN63bPWrF73rDVb64382RVttvJ6NEK9FWOx+VK4Ihel1q1bx5SUFI4YMYJ/+ctf+NRTT7Fbt26cP3/+Bb+2+DsSeWXdunWsWbMmx44dywULFvC1115j8+bNY96SsqwXEn68yLDWrF73rDVb6yXtNavXPWvNP7TXa9Z6SXvN6nXPWrN63bPWbK2X/GHN1l6Pqrd8LDZfKlfcotThw4fZp08fPvXUU9Ft2dnZ7NixI59//nkfy0qXnZ3Nzp07c/To0dFtu3btYu/evfnll19y8eLFPtaVzlqzet2z1mytl7TXrF73rDWr1z1rzep1z1qzet2z1mytl7TXrF73LDZfSvF+nz7otezsbKSmpuKOO+4AUHR+5lVXXYVbbrkFu3fvBgAUFhaiUqVKAIrO0wyFQr71VqpUCf3798e9994b3fbmm2/iq6++wiOPPILTp0+jQYMG+OSTT5CcnOx7L2CvWb3uWWu21gvYa1ave9aa1euetWb1umetWb3uWWu21gvYa1avexabLynPlr8C4sCBA5wzZ07088ghcCNHjuTAgQNjtvktcqX94m/DPXPmTNapU4ezZs3i5s2buWvXLjZp0qTc5027Zq1Zve5Za7bWS9prVq971prV6561ZvW6Z61Zve5Za7bWS9prVq97FpsvtSviSKnI1erD4TDq1KmD2267DUDsUVDx8fEoKCgAAIRCIUycOBGFhYV4/vnnfeuNqF69evTXjRo1wkcffYRrrrkmuu3aa6/F0aNHvUwswVqzet2z1mytF7DXrF73rDWr1z1rzep1z1qzet2z1mytF7DXrF73LDa7ctkvSm3ZsgVvvPEG9u3bh6uuugq//e1vkZycXGInqFWrFqpUqQIAGD9+PF566SVkZmYGpjdySmGvXr1i7h8OhwEA7du3B+DP6YbWmtWrZuu9FpvVq2b1ap9Qr/YJ9Qar12KztV6LzepVs9fiLnwXu9auXYvu3btj7969OHLkCDIzM3HfffchLy8vZkEKAE6fPo0qVapg0qRJmDp1KpYuXYquXbsGpjdyjatzTZw4EZ9//jkefPBBAPB857TWrF73rDVb6wXsNavXPWvN6nXPWrN63bPWrF73rDVb6wXsNavXPYvNznl2oqDHvvvuO2ZkZHDs2LEki87VnDt3LjMyMrhixYoS9x8/fjxDoRCTkpK4fPlyr3Mr3JuZmclf/vKXrFOnDleuXOl1Lkl7zep1z1qztV7SXrN63bPWrF73rDWr1z1rzep1z1qztV7SXrN63bPY7IXL9kippUuXIjU1FY8//jhIIi4uDr1790Zubi42bdpU4v5t27ZF69atfTlCqqK9x48fx549e0ASCxcuROfOnT3vtdisXjVb77XYrF41q9d71prVq2b1es9as7Vei83qVbNfLttrSrVu3RoPP/wwmjZtCgAoKChAtWrVULNmTZw9e7bE/W+44QYsXLgQ9erV87i0SEV6ExMTcfvtt+POO++MuSCa16w1q9c9a83WegF7zep1z1qzet2z1qxe96w1q9c9a83WegF7zep1z2KzFy7bI6U6duyIQYMGASi6MFh8fNH6W3JyMs6cORO93yuvvIKjR4+iadOmvi1IARXrPXbsGBITE33fOa01q9c9a83WegF7zep1z1qzet2z1qxe96w1q9c9a83WegF7zep1z2KzFy7bRaniFzKPi4sDSQDA2bNno1evnzhxIoYPH469e/f60lhcRXr37NnjS+O5rDWr1z1rzdZ6AXvN6nXPWrN63bPWrF73rDWr1z1rzdZ6AXvN6nXPYrMXLttFqYKCgpjP8/PzEQ6HcerUKSQnJ+OPf/wjJk+ejOXLl6Ndu3Y+VX7PWi9gr1m97llrttYL2GtWr3vWmtXrnrVm9bpnrVm97llrttYL2GtWr3sWmz1xsVdID4ozZ86U2FZQUECS3LZtG8eNGxdz2y233MJ69eoxISGBy5Yt86SxOGu9pL1m9bpnrdlaL2mvWb3uWWtWr3vWmtXrnrVm9bpnrdlaL2mvWb3uWWz2k+kjpVavXo27774bOTk50W0kUalSJezatQs/+clPsHPnzhJfl5OTg6+++grdunXzsNZeL2CvWb3uWWu21gvYa1ave9aa1euetWb1umetWb3uWWu21gvYa1avexabfefZ8tcltmrVKlatWpXjx4+PbguHwyTJnJwcdurUiUOGDIlui3ycN28ed+zYod5ysNasXvesNVvrJe01q9c9a83qdc9as3rds9asXvesNVvrJe01q9c9i81BYHJRavXq1UxISODYsWNjtp88eZIkmZuby9mzZ0cPkSO//wv3g7Ve0l6zet2z1mytl7TXrF73rDWr1z1rzep1z1qzet2z1mytl7TXrF73LDYHhblFqT179rBBgwa85ZZbotueeuop3nbbbWzRogWfe+45bt++3cfCWNZ6SXvN6nXPWrO1XtJes3rds9asXvesNavXPWvN6nXPWrO1XtJes3rds9gcJOauKXXgwAGkp6cjPj4eH3zwAfr27Yv169ejQ4cOePDBB/HKK6/gmWeeQVZWlt+pAOz1Avaa1euetWZrvYC9ZvW6Z61Zve5Za1ave9aa1euetWZrvYC9ZvW6Z7E5UPxeFbsYX3zxBe+77z6mpKTw1ltv5cGDB1lYWEiSnDt3LqtWrcr33nvP58rvWesl7TWr1z1rzdZ6SXvN6nXPWrN63bPWrF73rDWr1z1rzdZ6SXvN6nXPYnNQmFiUys/P59mzZ2O2ZWZmctiwYVy0aBHJ2PMxMzIyOHz4cE8bi7PWS9prVq971pqt9ZL2mtXrnrVm9bpnrVm97llrVq971pqt9ZL2mtXrnsXmoIr3+0itC1m/fj2effZZ7N27Fy1btsRNN92EX/ziF+jRowcaNmyI+vXrAwBCoRAA4MiRI0hKSkKnTp3Ue5k2q1fN1nstNqtXzepVs3q1T6g3WL0Wm631WmxWr5qtCfQ1pTZv3ozu3bujSpUquPnmm7F9+3ZMmTIFjz76KACgadOmqFy5cszXTJ06FdnZ2ejTp496y8Fas3rds9ZsrRew16xe96w1q9c9a83qdc9as3rds9ZsrRew16xe9yw2B57fh2qdTzgc5oQJE/jTn/40uu3kyZN85ZVXmJGRwYEDB8bc/29/+xsHDRrElJQUrly50utcc72kvWb1umet2Vovaa9Zve5Za1ave9aa1euetWb1umet2Vovaa9Zve5ZbLYgsEdKhUIh7NmzB/v3749uS0hIwODBgzFixAhs2bIF48aNi95WuXJl7NmzB4sXL0bnzp3VWw7WmtXrnrVma72AvWb1umetWb3uWWtWr3vWmtXrnrVma72AvWb1umex2QS/V8VKE7kg2LRp03j99ddzw4YNMbcfO3aMY8aM4Y9//GNmZ2dHt584ccLTzghrvaS9ZvW6Z63ZWi9pr1m97llrVq971prV6561ZvW6Z63ZWi9pr1m97llstiKQi1IRW7duZWpqKgcNGsTc3NyY2/bu3cu4uDjOnj3bn7hSWOsl7TWr1z1rzdZ6SXvN6nXPWrN63bPWrF73rDWr1z1rzdZ6SXvN6nXPYnPQBXpRiiQ/++wzVq1alUOHDuXBgwej2w8dOsSuXbtywYIF/sWVwlovaa9Zve5Za7bWS9prVq971prV6561ZvW6Z61Zve5Za7bWS9prVq97FpuDLPCLUiT5j3/8g1WrVuW9997Ld955h99++y3Hjh3LunXrMisry++8Eqz1kvaa1euetWZrvaS9ZvW6Z61Zve5Za1ave9aa1euetWZrvaS9ZvW6Z7E5qEwsSpHkihUr2KtXLzZu3JjNmzdnmzZtAn0Fe2u9pL1m9bpnrdlaL2mvWb3uWWtWr3vWmtXrnrVm9bpnrdlaL2mvWb3uWWwOohBJ+n2x9fLKzc1FTk4OTpw4gXr16iE1NdXvpDJZ6wXsNavXPWvN1noBe83qdc9as3rds9asXvesNavXPWvN1noBe83qdc9ic9CYWpQSEREREREREZHLQ5zfASIiIiIiIiIicuXRopSIiIiIiIiIiHhOi1IiIiIiIiIiIuI5LUqJiIiIiIiIiIjntCglIiIiIiIiIiKe06KUiIiIiIiIiIh4TotSIiIiIiIiIiLiOS1KiYiIiIiIiIiI57QoJSIiIhIgzzzzDDp16uR3hoiIiIhzIZL0O0JERETkShAKhcq8/dFHH8Urr7yCM2fOoHbt2h5ViYiIiPhDi1IiIiIiHtm/f3/01++99x6efvppbNq0KbqtevXqSE5O9iNNRERExHM6fU9ERETEI/Xq1Yv+l5ycjFAoVGLbuafvPfbYY7jnnnswadIk1K1bFzVr1sSzzz6LgoICjB49GikpKUhLS8P06dNj/qw9e/bggQceQK1atVC7dm3cfffd2Llzp7f/wyIiIiJl0KKUiIiISMB99tln2Lt3LxYvXoypU6fimWeeQf/+/VGrVi189dVXePzxx/H4449j9+7dAIBTp06hd+/eqFGjBhYvXozMzEzUqFEDt912G86ePevz/42IiIhIES1KiYiIiARcSkoKpk2bhjZt2mDw4MFo06YNTp06hfHjx6NVq1YYN24cqlSpgqVLlwIA3n33XcTFxeGNN95ARkYG0tPTMWPGDGRlZWHhwoX+/s+IiIiI/Eu83wEiIiIiUrb27dsjLu77nyXWrVsXHTp0iH5eqVIl1K5dGwcOHAAArFixAlu3bkViYmLM75OXl4dt27Z5Ey0iIiJyAVqUEhEREQm4ypUrx3weCoVK3RYOhwEA4XAYXbt2xdtvv13i96pTp467UBEREZEK0KKUiIiIyGWmS5cueO+993DVVVchKSnJ7xwRERGRUumaUiIiIiKXmV/84hdITU3F3XffjSVLlmDHjh1YtGgRRowYge+++87vPBEREREAWpQSERERuewkJCRg8eLFaNy4Me677z6kp6dj8ODBOH36tI6cEhERkcAIkaTfESIiIiIiIiIicmXRkVIiIiIiIiIiIuI5LUqJiIiIiIiIiIjntCglIiIiIiIiIiKe06KUiIiIiIiIiIh4TotSIiIiIiIiIiLiOS1KiYiIiIiIiIiI57QoJSIiIiIiIiIintOilIiIiIiIiIiIeE6LUiIiIiIiIiIi4jktSomIiIiIiIiIiOe0KCUiIiIiIiIiIp7TopSIiIiIiIiIiHju/wEnN1jIWGaiDwAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "# Convert the 'TIMESTAMP' column to datetime\n",
    "merged_data_10min['TIMESTAMP'] = pd.to_datetime(merged_data_10min['TIMESTAMP'])\n",
    "\n",
    "# Plotting Temperature_K_2.99 vs time and Average_Temperature_Corr vs time as scatter plots\n",
    "plt.figure(figsize=(12, 6))\n",
    "\n",
    "# Scatter plot for Temperature_K_2.99\n",
    "plt.scatter(merged_data_10min['TIMESTAMP'], merged_data_10min['Temperature_K_2.99'], label='Temperature_K_2.99', alpha=0.6, s=10, c='blue')\n",
    "\n",
    "# Scatter plot for Average_Temperature_Corr\n",
    "plt.scatter(merged_data_10min['TIMESTAMP'], merged_data_10min['Average_Temperature_Corr'], label='Average_Temperature_Corr', alpha=0.6, s=10, c='red')\n",
    "\n",
    "# Adding labels and title\n",
    "plt.xlabel('Time')\n",
    "plt.ylabel('Temperature (K)')\n",
    "plt.title('Temperature Comparison Mast - Sonic (10 min intervals)')\n",
    "plt.legend()\n",
    "plt.grid(True)\n",
    "\n",
    "# Formatting the x-axis\n",
    "plt.gca().xaxis.set_major_locator(mdates.HourLocator(interval=1))\n",
    "plt.gca().xaxis.set_major_formatter(mdates.DateFormatter('%m-%d %H:%M'))\n",
    "\n",
    "plt.xticks(rotation=45)\n",
    "\n",
    "# Show plot\n",
    "plt.tight_layout()\n",
    "# Save the plot to a file\n",
    "output_file = os.path.join(data_dir, 'temperature_comparison_plot_10min.png')\n",
    "plt.savefig(output_file)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "03902de4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plotting qv_2.99m vs time and qv_sonic vs time as scatter plots\n",
    "plt.figure(figsize=(12, 6))\n",
    "\n",
    "# Scatter plot for qv_2.99m\n",
    "plt.scatter(merged_data_10min['TIMESTAMP'], merged_data_10min['qv_2.99m'], label='qv_2.99m', alpha=0.6, s=10, c='green')\n",
    "\n",
    "# Scatter plot for qv_sonic\n",
    "plt.scatter(merged_data_10min['TIMESTAMP'], merged_data_10min['qv_sonic'], label='qv_sonic', alpha=0.6, s=10, c='purple')\n",
    "\n",
    "# Adding labels and title\n",
    "plt.xlabel('Time')\n",
    "plt.ylabel('Specific Humidity (g/kg)')\n",
    "plt.title('Specific Humidity Comparison Mast - Sonic (10 min averages)')\n",
    "plt.legend()\n",
    "plt.grid(True)\n",
    "\n",
    "# Formatting the x-axis\n",
    "plt.gca().xaxis.set_major_locator(mdates.HourLocator(interval=1))\n",
    "plt.gca().xaxis.set_major_formatter(mdates.DateFormatter('%m-%d %H:%M'))\n",
    "\n",
    "plt.xticks(rotation=45)\n",
    "\n",
    "\n",
    "\n",
    "# Tight layout\n",
    "plt.tight_layout()\n",
    "\n",
    "# Save the plot to a file\n",
    "output_file = os.path.join(data_dir, 'specific_humidity_comparison_plot_10min.png')\n",
    "plt.savefig(output_file)\n",
    "\n",
    "# Show plot\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "c2106c4d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "              TIMESTAMP        IWV        LWP  Min_LWP_MWR      Offset  \\\n",
      "0   2024-05-23 00:00:00  19.962372  666.86690   652.704651  657.704651   \n",
      "1   2024-05-23 00:10:00  19.907710  667.36530   652.704651  657.704651   \n",
      "2   2024-05-23 00:20:00  19.805899  672.55914   652.704651  657.704651   \n",
      "3   2024-05-23 00:30:00  19.613224  669.00433   652.704651  657.704651   \n",
      "4   2024-05-23 00:40:00  19.627684  671.59357   652.704651  657.704651   \n",
      "..                  ...        ...        ...          ...         ...   \n",
      "139 2024-05-23 23:10:00  18.579395  663.63420   652.704651  657.704651   \n",
      "140 2024-05-23 23:20:00  18.919346  664.06415   652.704651  657.704651   \n",
      "141 2024-05-23 23:30:00  18.846445  663.29443   652.704651  657.704651   \n",
      "142 2024-05-23 23:40:00  18.600702  662.34735   652.704651  657.704651   \n",
      "143 2024-05-23 23:50:00  18.742504  662.14685   652.704651  657.704651   \n",
      "\n",
      "     LWP_Corrected   wT_Flux  wrhoqv_Flux  Average_Temperature  \\\n",
      "0         9.162276 -0.040860     0.003002           288.806083   \n",
      "1         9.660646 -0.033838     0.002316           288.828050   \n",
      "2        14.854464 -0.033618     0.003160           288.899953   \n",
      "3        11.299684 -0.024925     0.002736           288.932185   \n",
      "4        13.888879 -0.028022     0.002733           288.945310   \n",
      "..             ...       ...          ...                  ...   \n",
      "139       5.929542 -0.008595     0.001754           287.531260   \n",
      "140       6.359505 -0.008595     0.001754           287.531260   \n",
      "141       5.589807 -0.008595     0.001754           287.531260   \n",
      "142       4.642724 -0.008595     0.001754           287.531260   \n",
      "143       4.442232 -0.008595     0.001754           287.531260   \n",
      "\n",
      "     Average_Temperature_Corr  ...  LCL_qv_T_2.0m  LCL_qv_T_2.99m  \\\n",
      "0                  287.766556  ...        0.23023         0.24024   \n",
      "1                  287.789466  ...        0.24024         0.25025   \n",
      "2                  287.846850  ...        0.24024         0.24024   \n",
      "3                  287.865272  ...        0.23023         0.23023   \n",
      "4                  287.874001  ...        0.21021         0.22022   \n",
      "..                        ...  ...            ...             ...   \n",
      "139                286.660424  ...        0.23023         0.25025   \n",
      "140                286.660424  ...        0.23023         0.25025   \n",
      "141                286.660424  ...        0.23023         0.25025   \n",
      "142                286.660424  ...        0.23023         0.25025   \n",
      "143                286.660424  ...        0.23023         0.25025   \n",
      "\n",
      "     LCL_qv_T_4.47m  LCL_qv_T_6.69m  LCL_qv_T_10.0m        Tcld  \\\n",
      "0           0.24024         0.25025         0.25025  270.900496   \n",
      "1           0.25025         0.26026         0.26026  270.973519   \n",
      "2           0.24024         0.25025         0.25025  278.131787   \n",
      "3           0.23023         0.24024         0.24024  275.464904   \n",
      "4           0.21021         0.22022         0.22022  278.308235   \n",
      "..              ...             ...             ...         ...   \n",
      "139         0.25025         0.27027         0.29029  273.569402   \n",
      "140         0.25025         0.27027         0.29029  273.569402   \n",
      "141         0.25025         0.27027         0.29029  273.569402   \n",
      "142         0.25025         0.27027         0.29029  273.569402   \n",
      "143         0.25025         0.27027         0.29029  273.569402   \n",
      "\n",
      "                                                   LCL  LCL_romps_km    zi  \\\n",
      "0    [1.6500000000000001, 1.6600000000000001, 1.650...      0.213218   220   \n",
      "1    [1.6400000000000001, 1.6500000000000001, 1.650...      0.223819   220   \n",
      "2    [0.92, 0.93, 0.92, 0.9400000000000001, 0.94000...      0.216176  1740   \n",
      "3                          [1.2, 1.2, 1.2, 1.21, 1.22]      0.203261  1740   \n",
      "4                       [0.91, 0.91, 0.91, 0.92, 0.92]      0.188522  1740   \n",
      "..                                                 ...           ...   ...   \n",
      "139                      [1.26, 1.27, 1.28, 1.3, 1.31]      0.200960     0   \n",
      "140                      [1.26, 1.27, 1.28, 1.3, 1.31]      0.200960     0   \n",
      "141                      [1.26, 1.27, 1.28, 1.3, 1.31]      0.200960     0   \n",
      "142                      [1.26, 1.27, 1.28, 1.3, 1.31]      0.200960     0   \n",
      "143                      [1.26, 1.27, 1.28, 1.3, 1.31]      0.200960     0   \n",
      "\n",
      "     zi_parcel  \n",
      "0          400  \n",
      "1          400  \n",
      "2          960  \n",
      "3         1000  \n",
      "4         1000  \n",
      "..         ...  \n",
      "139         10  \n",
      "140         10  \n",
      "141         10  \n",
      "142         10  \n",
      "143         10  \n",
      "\n",
      "[144 rows x 103 columns]\n"
     ]
    }
   ],
   "source": [
    "folder_path = f'C:\\\\Users\\\\magda\\\\Master_Thesis\\\\Microwave_radiometer\\\\{month_str}\\\\{date_str}'\n",
    "# Load the iwv_lwp_10min_avg.csv file\n",
    "iwv_lwp_file = os.path.join(folder_path, 'iwv_lwp_10min_avg.csv')\n",
    "iwv_lwp_10min_avg = pd.read_csv(iwv_lwp_file)\n",
    "\n",
    "# Convert the 'Time' column in iwv_lwp_10min_avg to datetime if it's not already\n",
    "iwv_lwp_10min_avg['TIMESTAMP'] = pd.to_datetime(iwv_lwp_10min_avg['TIMESTAMP'])\n",
    "\n",
    "# Convert the 'TIMESTAMP' column in merged_data_10min to datetime if it's not already\n",
    "merged_data_10min['TIMESTAMP'] = pd.to_datetime(merged_data_10min['TIMESTAMP'])\n",
    "\n",
    "# Merge the data on the 'TIMESTAMP' column, using nearest match within 10 minutes\n",
    "merged_data_10min = pd.merge_asof(iwv_lwp_10min_avg.sort_values('TIMESTAMP'),\n",
    "                                  merged_data_10min.sort_values('TIMESTAMP'),\n",
    "                                  on='TIMESTAMP', direction='nearest')\n",
    "print(merged_data_10min)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "id": "04e5c9a9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plot saved to: C:\\Users\\magda\\Master_Thesis\\Microwave_radiometer\\2024-05\\2024-05-23\\LWP_Corrected_vs_TIMESTAMP_report.png\n"
     ]
    }
   ],
   "source": [
    "# Create a larger figure\n",
    "fig, ax = plt.subplots(figsize=(8, 6))\n",
    "\n",
    "# 1) Plot LWP_Corrected with a bolder line\n",
    "ax.plot(\n",
    "    merged_data_10min['TIMESTAMP'],\n",
    "    merged_data_10min['LWP_Corrected'],#_Corrected\n",
    "    color='blue',\n",
    "    linewidth=2.0,\n",
    "    label='LWP_Corrected'\n",
    ")\n",
    "\n",
    "# 2) Thicken all spines (axis borders)\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "\n",
    "# 3) Tick parameters for major & minor ticks\n",
    "ax.tick_params(axis='both', which='major', labelsize=12, width=1.5, length=6)\n",
    "ax.tick_params(axis='both', which='minor', width=1.0, length=4)\n",
    "\n",
    "# 4) Format x‐axis to show time in HH:MM\n",
    "date_format = mdates.DateFormatter('%H:%M')\n",
    "ax.xaxis.set_major_formatter(date_format)\n",
    "ax.xaxis.set_major_locator(mdates.HourLocator(interval=2))\n",
    "ax.xaxis.set_minor_locator(mdates.MinuteLocator(interval=30))\n",
    "\n",
    "# 5) Labels and title with bold font\n",
    "ax.set_title('LWP vs. Time', fontsize=18, fontweight='bold')\n",
    "ax.set_xlabel('Time', fontsize=16, fontweight='bold')\n",
    "ax.set_ylabel('LWP (g/m²)', fontsize=16, fontweight='bold')\n",
    "\n",
    "# 6) Y‐axis tick font size\n",
    "ax.tick_params(axis='y', labelsize=12)\n",
    "\n",
    "# 7) Grid styling\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "ax.grid(True, which='minor', linestyle=':', linewidth=0.5, alpha=0.5)\n",
    "\n",
    "# 8) Rotate x‐tick labels\n",
    "plt.xticks(rotation=45)\n",
    "\n",
    "# 9) (Optional) Legend inside plot\n",
    "legend = ax.legend(fontsize=14, frameon=True)\n",
    "legend.get_frame().set_linewidth(1.5)\n",
    "\n",
    "# 10) Tight layout and save\n",
    "plt.tight_layout()\n",
    "file_path = os.path.join(folder_path, 'LWP_Corrected_vs_TIMESTAMP_report.png')\n",
    "plt.savefig(file_path, dpi=300)\n",
    "plt.show()\n",
    "\n",
    "print(f\"Plot saved to: {file_path}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "id": "cbc61b17",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Index(['TIMESTAMP', 'IWV', 'LWP', 'Min_LWP_MWR', 'Offset', 'LWP_Corrected',\n",
      "       'wT_Flux', 'wrhoqv_Flux', 'Average_Temperature',\n",
      "       'Average_Temperature_Corr',\n",
      "       ...\n",
      "       'LCL_qv_T_6.69m', 'LCL_qv_T_10.0m', 'Tcld', 'LCL', 'LCL_romps_km', 'zi',\n",
      "       'zi_parcel', 'T_srf', 'esat_srf', 'qsat_srf'],\n",
      "      dtype='object', length=106)\n"
     ]
    }
   ],
   "source": [
    "#Tsrfc from LWup\n",
    "merged_data_10min['T_srf']=(merged_data_10min['IR20Up']/sigma)**0.25\n",
    "merged_data_10min['esat_srf']=calculate_saturation_pressure(merged_data_10min['T_srf'])\n",
    "merged_data_10min['qsat_srf']=calculate_saturation_specific_humidity(merged_data_10min['esat_srf'],merged_data_10min['BP_mbar_Avg'])\n",
    "\n",
    "print(merged_data_10min.columns)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4fff3497",
   "metadata": {},
   "source": [
    "###  Load Cloud Radar Rain data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "id": "9ca25cb5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "            TIMESTAMP  Rain        IWV        LWP  Min_LWP_MWR      Offset  \\\n",
      "0 2024-05-23 00:00:00   0.0  19.962372  666.86690   652.704651  657.704651   \n",
      "1 2024-05-23 00:10:00   0.0  19.907710  667.36530   652.704651  657.704651   \n",
      "2 2024-05-23 00:20:00   0.0  19.805899  672.55914   652.704651  657.704651   \n",
      "3 2024-05-23 00:30:00   0.0  19.613224  669.00433   652.704651  657.704651   \n",
      "4 2024-05-23 00:40:00   0.0  19.627684  671.59357   652.704651  657.704651   \n",
      "\n",
      "   LWP_Corrected   wT_Flux  wrhoqv_Flux  Average_Temperature  ...  \\\n",
      "0       9.162276 -0.040860     0.003002           288.806083  ...   \n",
      "1       9.660646 -0.033838     0.002316           288.828050  ...   \n",
      "2      14.854464 -0.033618     0.003160           288.899953  ...   \n",
      "3      11.299684 -0.024925     0.002736           288.932185  ...   \n",
      "4      13.888879 -0.028022     0.002733           288.945310  ...   \n",
      "\n",
      "                               humidity_altitudes_CR  \\\n",
      "0  [0.0, 10.0, 25.0, 50.0, 75.0, 100.0, 130.0, 16...   \n",
      "1  [0.0, 10.0, 25.0, 50.0, 75.0, 100.0, 130.0, 16...   \n",
      "2  [0.0, 10.0, 25.0, 50.0, 75.0, 100.0, 130.0, 16...   \n",
      "3  [0.0, 10.0, 25.0, 50.0, 75.0, 100.0, 130.0, 16...   \n",
      "4  [0.0, 10.0, 25.0, 50.0, 75.0, 100.0, 130.0, 16...   \n",
      "\n",
      "                             abs_humidity_profile_CR  \\\n",
      "0  [9.364354133605957, 9.280732154846191, 9.16442...   \n",
      "1  [9.32259464263916, 9.239291191101074, 9.123447...   \n",
      "2  [9.346585273742676, 9.264299392700195, 9.14997...   \n",
      "3  [9.358654022216797, 9.278810501098633, 9.16789...   \n",
      "4  [9.349764823913574, 9.269893646240234, 9.15900...   \n",
      "\n",
      "                             rel_humidity_profile_CR  surf_temp_CR  \\\n",
      "0  [91.085693359375, 89.84275817871094, 88.008934...    287.342926   \n",
      "1  [90.45812225341797, 89.18614959716797, 87.3070...    287.373779   \n",
      "2  [91.0325927734375, 89.79512786865234, 87.96709...    287.425842   \n",
      "3  [91.53739929199219, 90.32286071777344, 88.5274...    287.523529   \n",
      "4  [91.61000061035156, 90.39820861816406, 88.6081...    287.510986   \n",
      "\n",
      "   surf_pres_CR                            calculated_pressures_CR  \\\n",
      "0   1010.668274  [1010.6682932783917, 1009.4693186477273, 1007....   \n",
      "1   1010.696045  [1010.696069877136, 1009.4972006468568, 1007.6...   \n",
      "2   1010.655090  [1010.6551177234185, 1009.4565672870798, 1007....   \n",
      "3   1010.627563  [1010.6275718952047, 1009.4292491105788, 1007....   \n",
      "4   1010.700012  [1010.7000122070312, 1009.5018041001545, 1007....   \n",
      "\n",
      "                        saturation_vapor_pressure_CR  \\\n",
      "0  [1695.4492141415042, 1662.2254717502606, 1615....   \n",
      "1  [1699.408541878423, 1665.4729793206307, 1617.9...   \n",
      "2  [1704.007518281075, 1674.9478865479643, 1634.2...   \n",
      "3  [1710.8541010157965, 1678.3715943221587, 1632....   \n",
      "4  [1717.576742719407, 1682.2285082032988, 1632.8...   \n",
      "\n",
      "                                   vapor_pressure_CR  \\\n",
      "0  [1544.302415703399, 1493.3799317744347, 1421.7...   \n",
      "1  [1537.2511044006953, 1485.3710636642586, 1412....   \n",
      "2  [1551.2030715664673, 1504.0211956398655, 1437....   \n",
      "3  [1566.0830234678863, 1515.9614884070984, 1445....   \n",
      "4  [1573.4702285906587, 1520.703452740801, 1446.8...   \n",
      "\n",
      "                                specific_humidity_CR  \\\n",
      "0  [9.558953420104928, 9.253020832851982, 8.82237...   \n",
      "1  [9.51479087648569, 9.202863550471852, 8.765151...   \n",
      "2  [9.602042618754021, 9.319446276528742, 8.92141...   \n",
      "3  [9.69495929170021, 9.394110119294359, 8.971876...   \n",
      "4  [9.740258169955542, 9.422982584981321, 8.97903...   \n",
      "\n",
      "                                          theta_v_CR  \n",
      "0  [289.7442893434385, 289.48032277474863, 289.10...  \n",
      "1  [289.7730150852281, 289.5019606358901, 289.122...  \n",
      "2  [289.8305084627344, 289.61076439046076, 289.30...  \n",
      "3  [289.9093498709126, 289.6556366357127, 289.301...  \n",
      "4  [289.97864108279873, 289.6964211024891, 289.30...  \n",
      "\n",
      "[5 rows x 119 columns]\n"
     ]
    }
   ],
   "source": [
    "# Define the file paths\n",
    "cloud_radar_dir = f'C:\\\\Users\\\\magda\\\\Master_Thesis\\\\Cloud_radar\\\\{month_str}\\\\{date_str}'\n",
    "rain_file = os.path.join(cloud_radar_dir, 'Rain_10min_Averages.csv')\n",
    "cloud_radar_file = os.path.join(cloud_radar_dir, \"cloud_radar_vertical_dataset_10min.parquet\")\n",
    "\n",
    "# Load the rain data\n",
    "rain_data_10min = pd.read_csv(rain_file)\n",
    "\n",
    "# Convert the 'Time' column in iwv_lwp_10min_avg to datetime if it's not already\n",
    "rain_data_10min['TIMESTAMP'] = pd.to_datetime(rain_data_10min['TIMESTAMP'])\n",
    "\n",
    "# Merge the data on the 'TIMESTAMP' column, using nearest match within 10 minutes\n",
    "merged_data_10min = pd.merge_asof(rain_data_10min.sort_values('TIMESTAMP'),\n",
    "                                  merged_data_10min.sort_values('TIMESTAMP'),\n",
    "                                  on='TIMESTAMP', direction='nearest')\n",
    "#print(merged_data_10min)\n",
    "\n",
    "\n",
    "\n",
    "cloud_radar_df = pd.read_parquet(cloud_radar_file)\n",
    "cloud_radar_df[\"timestamp\"] = pd.to_datetime(cloud_radar_df[\"timestamp\"])\n",
    "\n",
    "# 4) Rename all columns except \"TIMESTAMP\" by appending \"_CR\"\n",
    "cols_to_rename = {\n",
    "    col: f\"{col}_CR\"\n",
    "    for col in cloud_radar_df.columns\n",
    "    if col != \"timestamp\"\n",
    "}\n",
    "cloud_radar_df = cloud_radar_df.rename(columns=cols_to_rename)\n",
    "# 7) Merge the existing merged_data_10min (which uses \"TIMESTAMP\") with cloud_radar_df (which uses \"timestamp\")\n",
    "merged_data_10min = pd.merge(\n",
    "    merged_data_10min,\n",
    "    cloud_radar_df,\n",
    "    left_on=\"TIMESTAMP\",\n",
    "    right_on=\"timestamp\",\n",
    "    how=\"left\"\n",
    ")\n",
    "\n",
    "# 8) Drop the duplicate 'timestamp' column (if you only want to keep \"TIMESTAMP\")\n",
    "merged_data_10min = merged_data_10min.drop(columns=[\"timestamp\"])\n",
    "\n",
    "# 9) Inspect the result\n",
    "print(merged_data_10min.head())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6dae48e2",
   "metadata": {},
   "source": [
    "### Flags"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "id": "7002de92",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "            TIMESTAMP  Temperature_K_2.99  Average_Temperature_Corr  \\\n",
      "0 2024-05-23 00:00:00          287.046667                287.766556   \n",
      "1 2024-05-23 00:10:00          287.089000                287.789466   \n",
      "2 2024-05-23 00:20:00          287.129000                287.846850   \n",
      "3 2024-05-23 00:30:00          287.189000                287.865272   \n",
      "4 2024-05-23 00:40:00          287.167000                287.874001   \n",
      "\n",
      "   Temp_Diff  Rain  Flag  Flag_Rain  \n",
      "0  -0.719889   0.0     0          0  \n",
      "1  -0.700466   0.0     0          0  \n",
      "2  -0.717850   0.0     0          0  \n",
      "3  -0.676272   0.0     0          0  \n",
      "4  -0.707001   0.0     0          0  \n"
     ]
    }
   ],
   "source": [
    "# Calculate the temperature difference\n",
    "merged_data_10min['Temp_Diff'] = merged_data_10min['Temperature_K_2.99'] - merged_data_10min['Average_Temperature_Corr']\n",
    "\n",
    "# Create a flag column\n",
    "\n",
    "merged_data_10min['Flag'] = merged_data_10min['Temp_Diff'].apply(lambda x: 1 if abs(x) > 1 else 0)\n",
    "#Create the second flag column for rain condition\n",
    "merged_data_10min['Flag_Rain'] = merged_data_10min['Rain'].apply(lambda x: 1 if x > 0 else 0)\n",
    "\n",
    "# Display the first few rows of the DataFrame to verify\n",
    "# Display the first few rows of the DataFrame to verify\n",
    "print(merged_data_10min[['TIMESTAMP', 'Temperature_K_2.99', 'Average_Temperature_Corr', 'Temp_Diff', 'Rain', 'Flag', 'Flag_Rain']].head())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "id": "fe050d38",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create the figure\n",
    "plt.figure(figsize=(10, 6))\n",
    "\n",
    "# Plot all temperature points\n",
    "plt.scatter(merged_data_10min['TIMESTAMP'], merged_data_10min['Temperature_K_2.99'],\n",
    "            label='Temperature_K_2.99 (mast)', alpha=0.4, color='dodgerblue')\n",
    "plt.scatter(merged_data_10min['TIMESTAMP'], merged_data_10min['Average_Temperature_Corr'],\n",
    "            label='T_sonic_corrected', alpha=0.4, color='green')\n",
    "\n",
    "# Highlight flagged outliers\n",
    "flagged_data = merged_data_10min[merged_data_10min['Flag'] == 1]\n",
    "plt.scatter(flagged_data['TIMESTAMP'], flagged_data['Temperature_K_2.99'],\n",
    "            color='red', label='Flagged Outliers ($\\Delta T > 1$ K)', s=50)\n",
    "plt.scatter(flagged_data['TIMESTAMP'], flagged_data['Average_Temperature_Corr'],\n",
    "            color='red', s=50)#label='Flagged Outliers (Avg_Temp_Corr)', \n",
    "\n",
    "# Highlight rain-flagged points\n",
    "flagged_rain_data = merged_data_10min[merged_data_10min['Flag_Rain'] == 1]\n",
    "plt.scatter(flagged_rain_data['TIMESTAMP'], flagged_rain_data['Temperature_K_2.99'],\n",
    "            color='black', marker='+', label='Flagged Rain', s=100)\n",
    "plt.scatter(flagged_rain_data['TIMESTAMP'], flagged_rain_data['Average_Temperature_Corr'],\n",
    "            color='black', marker='+', s=100)#label='Flagged Rain (Avg_Temp_Corr)'\n",
    "\n",
    "# Format x-axis for time\n",
    "plt.gca().xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "plt.xticks(fontsize=18, rotation=45)\n",
    "plt.yticks(fontsize=18)\n",
    "\n",
    "# Labels and title\n",
    "plt.xlabel('Time', fontsize=20)\n",
    "plt.ylabel('Temperature (K)', fontsize=20)\n",
    "plt.title('Temperature Data with Flagged Outliers', fontsize=20, weight='bold')\n",
    "\n",
    "# Grid, legend, and layout\n",
    "plt.grid(True, linestyle='--', alpha=0.7)\n",
    "plt.legend(fontsize=14, loc='upper right')\n",
    "plt.tight_layout()\n",
    "\n",
    "# Save the plot\n",
    "output_path = os.path.join(data_dir, 'temperature_scatter_flagged.png')\n",
    "plt.savefig(output_path, dpi=300)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "35151244",
   "metadata": {},
   "source": [
    "### Vertical Profiles"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "id": "9c567c90",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "MWR_vertical_dataset_10min:\n"
     ]
    }
   ],
   "source": [
    "# Define the folder path and file name\n",
    "folder_path = f'C:\\\\Users\\\\magda\\\\Master_Thesis\\\\Microwave_radiometer\\\\{month_str}\\\\{date_str}'\n",
    "file_name = 'profiles_data_10min_avg.parquet'\n",
    "file_path = f'{folder_path}\\\\{file_name}'\n",
    "\n",
    "rh_ah_vertical= pd.read_parquet(file_path)\n",
    "# Display the first fewf\n",
    "\n",
    "#rows of the dataframe\n",
    "#print(rh_ah_vertical)\n",
    "\n",
    "# 2) Load the “MWR_vertical_dataset_10min.parquet” in the same folder\n",
    "mwr_path = os.path.join(folder_path, \"MWR_vertical_dataset_10min.parquet\")\n",
    "mwr_vertical = pd.read_parquet(mwr_path)\n",
    "\n",
    "print(\"MWR_vertical_dataset_10min:\")\n",
    "#print(mwr_vertical.head())\n",
    "\n",
    "# 3) Ensure both DataFrames have a proper datetime column named \"timestamp\"\n",
    "rh_ah_vertical[\"Time\"] = pd.to_datetime(rh_ah_vertical[\"Time\"])\n",
    "mwr_vertical[\"Time\"] = pd.to_datetime(mwr_vertical[\"Time\"])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "id": "4e2fa0e2",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                 Time                                Radiometer_Altitude  \\\n",
      "0 2024-05-23 00:00:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "1 2024-05-23 00:10:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "2 2024-05-23 00:20:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "3 2024-05-23 00:30:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "4 2024-05-23 00:40:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "\n",
      "                               Radiometer_RH_Profile  \\\n",
      "0  [90.895004, 89.643234, 87.794975, 85.042496, 8...   \n",
      "1  [90.49804, 89.22797, 87.35171, 84.564316, 82.2...   \n",
      "2  [91.064865, 89.83149, 88.00964, 85.29527, 83.0...   \n",
      "3  [91.65067, 90.43919, 88.648056, 85.96948, 83.7...   \n",
      "4  [91.66637, 90.45735, 88.671135, 86.00004, 83.7...   \n",
      "\n",
      "                               Radiometer_AH_Profile  \\\n",
      "0  [9.363875, 9.280439, 9.1644, 8.997712, 8.84895...   \n",
      "1  [9.328235, 9.244775, 9.128647, 8.961983, 8.813...   \n",
      "2  [9.354899, 9.272677, 9.158539, 8.995097, 8.849...   \n",
      "3  [9.350266, 9.27063, 9.159998, 8.999387, 8.8549...   \n",
      "4  [9.35237, 9.272505, 9.161583, 9.001127, 8.8571...   \n",
      "\n",
      "                Mast_Heights  \\\n",
      "0  [2, 2.99, 4.47, 6.69, 10]   \n",
      "1  [2, 2.99, 4.47, 6.69, 10]   \n",
      "2  [2, 2.99, 4.47, 6.69, 10]   \n",
      "3  [2, 2.99, 4.47, 6.69, 10]   \n",
      "4  [2, 2.99, 4.47, 6.69, 10]   \n",
      "\n",
      "                                     Mast_RH_Profile  \\\n",
      "0  [89.58888888888889, 88.57777777777778, 88.6888...   \n",
      "1                 [89.1, 88.12, 88.25, 88.67, 87.38]   \n",
      "2                [89.46, 88.51, 88.63, 88.95, 87.78]   \n",
      "3  [90.07000000000001, 89.21000000000001, 89.41, ...   \n",
      "4     [90.76, 89.91999999999999, 90.13, 90.35, 89.3]   \n",
      "\n",
      "                                     Mast_qv_Profile  \n",
      "0  [8.750321354573696, 8.69257454181237, 8.685877...  \n",
      "1  [8.729470277981221, 8.671363133221599, 8.66892...  \n",
      "2  [8.792539131841565, 8.732787945951669, 8.72188...  \n",
      "3  [8.897903037216, 8.83666357901227, 8.826588738...  \n",
      "4  [8.953596617869385, 8.894614795579239, 8.88472...  \n"
     ]
    }
   ],
   "source": [
    "# Define mast heights and corresponding RH columns\n",
    "mast_heights = [2, 2.99, 4.47, 6.69, 10]\n",
    "rh_columns = ['RH_E5567_Avg', 'RH_E5568_Avg', 'RH_E5569_Avg', 'RH_E5570_Avg', 'RH_E5571_Avg']\n",
    "qv_columns= ['qv_2m','qv_2.99m','qv_4.47m','qv_6.69m','qv_10m']\n",
    "def combine_mast_and_radiometer_data(merged_data_10min, df_radiometer):\n",
    "    # Initialize a list to store combined rows\n",
    "    combined_data_list = []\n",
    "\n",
    "    # Iterate through each row of the radiometer data\n",
    "    for i, row in df_radiometer.iterrows():\n",
    "        # Get the corresponding row from the mast data for the same timestamp\n",
    "        timestamp = row['Time']\n",
    "        mast_row = merged_data_10min[merged_data_10min['TIMESTAMP'] == timestamp]\n",
    "        \n",
    "        if not mast_row.empty:\n",
    "            # Extract RH values from the mast row\n",
    "            mast_rh_values = mast_row[rh_columns].values.flatten().tolist()\n",
    "            mast_qv_values = mast_row[qv_columns].values.flatten().tolist()\n",
    "            # Prepare the combined data\n",
    "            combined_data = {\n",
    "                'Time': timestamp,\n",
    "                'Radiometer_Altitude': row['Altitude'],\n",
    "                'Radiometer_RH_Profile': row['RH_Profile'],\n",
    "                'Radiometer_AH_Profile': row['AH_Profile'],\n",
    "                'Mast_Heights': mast_heights,\n",
    "                'Mast_RH_Profile': mast_rh_values,\n",
    "                'Mast_qv_Profile': mast_qv_values\n",
    "            }\n",
    "            \n",
    "            # Append combined data to the list\n",
    "            combined_data_list.append(combined_data)\n",
    "    \n",
    "    # Create a DataFrame from the combined list of dictionaries\n",
    "    df_combined = pd.DataFrame(combined_data_list)\n",
    "\n",
    "    return df_combined\n",
    "\n",
    "\n",
    "df_combined = combine_mast_and_radiometer_data(merged_data_10min, rh_ah_vertical)\n",
    "print(df_combined.head())  # View the combined data\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "id": "fc8a15fe",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot the combined RH profiles\n",
    "def plot_combined_profiles(time_index, df_combined):\n",
    "    time = df_combined['Time'][time_index]\n",
    "    \n",
    "    # Extract the radiometer and mast profiles\n",
    "    radiometer_altitude = df_combined['Radiometer_Altitude'][time_index]\n",
    "    radiometer_rh_profile = df_combined['Radiometer_RH_Profile'][time_index]\n",
    "    mast_heights = df_combined['Mast_Heights'][time_index]\n",
    "    mast_rh_profile = df_combined['Mast_RH_Profile'][time_index]\n",
    "\n",
    "    # Plot radiometer RH profile\n",
    "    plt.figure(figsize=(6, 8))\n",
    "    plt.plot(radiometer_rh_profile, radiometer_altitude, 'b-', label='Radiometer RH Profile')\n",
    "    \n",
    "    # Plot mast RH profile\n",
    "    plt.plot(mast_rh_profile, mast_heights, 'ro-', label='Mast RH Profile')\n",
    "\n",
    "    plt.xlabel('Relative Humidity (%)')\n",
    "    plt.ylabel('Altitude (m)')\n",
    "    plt.title(f'Combined RH Profiles at {time}')\n",
    "    plt.legend()\n",
    "    # Zoom in on the lower 1 km\n",
    "    #plt.ylim([0, 100])\n",
    "    \n",
    "    plt.show()\n",
    "\n",
    "# Example: Plot the combined RH profiles for the first timestamp\n",
    "plot_combined_profiles(0, df_combined)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "id": "8d3811c2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Merged (all columns) – first 5 rows:\n",
      "                 Time                                Radiometer_Altitude  \\\n",
      "0 2024-05-23 00:00:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "1 2024-05-23 00:10:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "2 2024-05-23 00:20:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "3 2024-05-23 00:30:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "4 2024-05-23 00:40:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "\n",
      "                               Radiometer_RH_Profile  \\\n",
      "0  [90.895004, 89.643234, 87.794975, 85.042496, 8...   \n",
      "1  [90.49804, 89.22797, 87.35171, 84.564316, 82.2...   \n",
      "2  [91.064865, 89.83149, 88.00964, 85.29527, 83.0...   \n",
      "3  [91.65067, 90.43919, 88.648056, 85.96948, 83.7...   \n",
      "4  [91.66637, 90.45735, 88.671135, 86.00004, 83.7...   \n",
      "\n",
      "                               Radiometer_AH_Profile  \\\n",
      "0  [9.363875, 9.280439, 9.1644, 8.997712, 8.84895...   \n",
      "1  [9.328235, 9.244775, 9.128647, 8.961983, 8.813...   \n",
      "2  [9.354899, 9.272677, 9.158539, 8.995097, 8.849...   \n",
      "3  [9.350266, 9.27063, 9.159998, 8.999387, 8.8549...   \n",
      "4  [9.35237, 9.272505, 9.161583, 9.001127, 8.8571...   \n",
      "\n",
      "                Mast_Heights  \\\n",
      "0  [2, 2.99, 4.47, 6.69, 10]   \n",
      "1  [2, 2.99, 4.47, 6.69, 10]   \n",
      "2  [2, 2.99, 4.47, 6.69, 10]   \n",
      "3  [2, 2.99, 4.47, 6.69, 10]   \n",
      "4  [2, 2.99, 4.47, 6.69, 10]   \n",
      "\n",
      "                                     Mast_RH_Profile  \\\n",
      "0  [89.58888888888889, 88.57777777777778, 88.6888...   \n",
      "1                 [89.1, 88.12, 88.25, 88.67, 87.38]   \n",
      "2                [89.46, 88.51, 88.63, 88.95, 87.78]   \n",
      "3  [90.07000000000001, 89.21000000000001, 89.41, ...   \n",
      "4     [90.76, 89.91999999999999, 90.13, 90.35, 89.3]   \n",
      "\n",
      "                                     Mast_qv_Profile  \\\n",
      "0  [8.750321354573696, 8.69257454181237, 8.685877...   \n",
      "1  [8.729470277981221, 8.671363133221599, 8.66892...   \n",
      "2  [8.792539131841565, 8.732787945951669, 8.72188...   \n",
      "3  [8.897903037216, 8.83666357901227, 8.826588738...   \n",
      "4  [8.953596617869385, 8.894614795579239, 8.88472...   \n",
      "\n",
      "                                            Altitude  \\\n",
      "0  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "1  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "2  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "3  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "4  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "\n",
      "                                 Surface Temperature  \\\n",
      "0  [287.3599853515625, 287.3599853515625, 287.359...   \n",
      "1  [287.37427193777904, 287.37427193777904, 287.3...   \n",
      "2  [287.4999938964844, 287.4999938964844, 287.499...   \n",
      "3  [287.5885707310268, 287.5885707310268, 287.588...   \n",
      "4  [287.61000061035156, 287.61000061035156, 287.6...   \n",
      "\n",
      "                                    Surface Pressure  \\\n",
      "0  [1010.8400024414062, 1010.8400024414062, 1010....   \n",
      "1  [1010.8714425223214, 1010.8714425223214, 1010....   \n",
      "2  [1010.7999877929688, 1010.7999877929688, 1010....   \n",
      "3  [1010.7999877929688, 1010.7999877929688, 1010....   \n",
      "4  [1010.8625106811523, 1010.8625106811523, 1010....   \n",
      "\n",
      "                                   Relative Humidity  \\\n",
      "0  [90.74315338134765, 89.48437042236328, 87.6246...   \n",
      "1  [90.49803161621094, 89.22796303885323, 87.3517...   \n",
      "2  [91.06487579345703, 89.83148803710938, 88.0096...   \n",
      "3  [91.65066419328961, 90.4391860961914, 88.64805...   \n",
      "4  [91.66636180877686, 90.45734691619873, 88.6711...   \n",
      "\n",
      "                                         Temperature  \\\n",
      "0  [288.1058349609375, 287.7918701171875, 287.342...   \n",
      "1  [288.1058349609375, 287.7918701171875, 287.342...   \n",
      "2  [288.14886474609375, 287.8819885253906, 287.50...   \n",
      "3  [288.2323739188058, 287.92445155552457, 287.48...   \n",
      "4  [288.2657775878906, 287.9414367675781, 287.478...   \n",
      "\n",
      "                           Saturation Vapor Pressure  \\\n",
      "0  [1699.2919921875, 1665.2333984375, 1617.531005...   \n",
      "1  [1699.2919921875, 1665.2333984375, 1617.531005...   \n",
      "2  [1704.0069580078125, 1674.9476318359375, 1634....   \n",
      "3  [1713.1992885044642, 1679.5442766462054, 1632....   \n",
      "4  [1716.876220703125, 1681.3829345703125, 1631.8...   \n",
      "\n",
      "                                 Calculated Pressure  \\\n",
      "0  [1010.8400024414062, 1009.6409556561441, 1007....   \n",
      "1  [1010.8714425223214, 1009.6723584431969, 1007....   \n",
      "2  [1010.7999877929688, 1009.6012655531338, 1007....   \n",
      "3  [1010.7999877929688, 1009.6015273787025, 1007....   \n",
      "4  [1010.8625106811523, 1009.6640808729946, 1007....   \n",
      "\n",
      "                                                  ev  \\\n",
      "0  [1541.9911376953125, 1490.1236328125, 1417.355...   \n",
      "1  [1537.8258231026787, 1485.8538295200892, 1412....   \n",
      "2  [1551.751806640625, 1504.6303588867188, 1438.2...   \n",
      "3  [1570.1672188895088, 1518.9706508091517, 1447....   \n",
      "4  [1573.7979736328125, 1520.9343872070312, 1446....   \n",
      "\n",
      "                              Specific Humidity (qv)  \\\n",
      "0  [9.54293265021967, 9.231152271739859, 8.793702...   \n",
      "1  [9.51670810375199, 9.204265644590482, 8.765894...   \n",
      "2  [9.604073742713629, 9.321897735689632, 8.92446...   \n",
      "3  [9.718724718513405, 9.411248920543724, 8.98025...   \n",
      "4  [9.740724307557352, 9.422898866727252, 8.97833...   \n",
      "\n",
      "                                               Theta  \\\n",
      "0  [288.1058349609375, 287.88944542000746, 287.58...   \n",
      "1  [288.1058349609375, 287.88944542000746, 287.58...   \n",
      "2  [288.14886474609375, 287.9795718094345, 287.74...   \n",
      "3  [288.2323739188058, 288.0220278983916, 287.728...   \n",
      "4  [288.2657775878906, 288.03901033397455, 287.72...   \n",
      "\n",
      "                                             Theta_v  \\\n",
      "0  [289.7768769379496, 289.5047149874413, 289.123...   \n",
      "1  [289.7722848152153, 289.5000104647264, 289.118...   \n",
      "2  [289.8308641815098, 289.6112222905754, 289.305...   \n",
      "3  [289.93494749238414, 289.66956797665534, 289.2...   \n",
      "4  [289.97240133808475, 289.68868933831703, 289.2...   \n",
      "\n",
      "                                 Theta_v_Alternative  \n",
      "0  [289.7768769379496, 289.50467814440447, 289.12...  \n",
      "1  [289.7722848152153, 289.4999736222883, 289.118...  \n",
      "2  [289.8308641815098, 289.6111934719615, 289.305...  \n",
      "3  [289.93494749238414, 289.6695321755177, 289.29...  \n",
      "4  [289.97240133808475, 289.6886507446421, 289.29...  \n"
     ]
    }
   ],
   "source": [
    "merged_mwr = pd.merge(\n",
    "    df_combined,\n",
    "    mwr_vertical,\n",
    "    on=\"Time\",\n",
    "    how=\"inner\",\n",
    "    suffixes=(\"\", \"_mwr\")\n",
    ")\n",
    "\n",
    "\n",
    "\n",
    "print(\"Merged (all columns) – first 5 rows:\")\n",
    "print(merged_mwr.head())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "id": "e9f0d58d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                   Time                                           Altitude  \\\n",
      "0   2024-05-23 00:00:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "1   2024-05-23 00:10:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "2   2024-05-23 00:20:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "3   2024-05-23 00:30:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "4   2024-05-23 00:40:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "..                  ...                                                ...   \n",
      "139 2024-05-23 23:10:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "140 2024-05-23 23:20:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "141 2024-05-23 23:30:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "142 2024-05-23 23:40:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "143 2024-05-23 23:50:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "\n",
      "                                             T_Profile  \n",
      "0    [285.9939, 286.0057, 286.01642, 285.99344, 285...  \n",
      "1    [285.91568, 285.93, 285.94406, 285.9257, 285.8...  \n",
      "2    [285.55475, 285.5777, 285.60272, 285.5997, 285...  \n",
      "3    [285.7219, 285.74203, 285.76346, 285.75513, 28...  \n",
      "4    [285.57758, 285.6032, 285.6317, 285.63342, 285...  \n",
      "..                                                 ...  \n",
      "139  [285.80655, 285.8562, 285.91922, 285.9705, 285...  \n",
      "140  [285.95947, 285.99643, 286.04245, 286.0702, 28...  \n",
      "141  [285.51627, 285.57162, 285.64252, 285.70374, 2...  \n",
      "142  [285.79932, 285.84125, 285.89383, 285.93042, 2...  \n",
      "143  [285.8014, 285.84055, 285.88937, 285.92108, 28...  \n",
      "\n",
      "[144 rows x 3 columns]\n"
     ]
    }
   ],
   "source": [
    "# Define the new file path for temperature profiles\n",
    "temperature_file_name = 'vertical_temperature_profiles_10min_avg.parquet'\n",
    "temperature_file_path = f'{folder_path}\\\\{temperature_file_name}'\n",
    "\n",
    "# Load the temperature profiles data\n",
    "temperature_profiles_df = pd.read_parquet(temperature_file_path)\n",
    "print(temperature_profiles_df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "id": "7e92a710",
   "metadata": {},
   "outputs": [],
   "source": [
    "temperature_columns = ['Temperature_K_2', 'Temperature_K_2.99', 'Temperature_K_4.47', 'Temperature_K_6.69', 'Temperature_K_10']\n",
    "vdse_columns= ['Virtual_Dry_Static_Energy_2', 'Virtual_Dry_Static_Energy_2.99', 'Virtual_Dry_Static_Energy_4.47', 'Virtual_Dry_Static_Energy_6.69', 'Virtual_Dry_Static_Energy_10']\n",
    "def combine_mast_and_temperature_data(merged_data_10min, df_temperature_profiles):\n",
    "    # Initialize a list to store combined rows\n",
    "    combined_data_temperature_list = []\n",
    "\n",
    "    # Iterate through each row of the temperature profiles data\n",
    "    for i, row in df_temperature_profiles.iterrows():\n",
    "        # Get the corresponding row from the mast data for the same timestamp\n",
    "        timestamp = row['Time']\n",
    "        mast_row = merged_data_10min[merged_data_10min['TIMESTAMP'] == timestamp]\n",
    "        \n",
    "        if not mast_row.empty:\n",
    "            # Extract temperature values from the mast row\n",
    "            mast_temp_values = mast_row[temperature_columns].values.flatten().tolist()\n",
    "            mast_vdse_values =mast_row[vdse_columns].values.flatten().tolist()\n",
    "            # Prepare the combined data\n",
    "            combined_data = {\n",
    "                'Time': timestamp,\n",
    "                'Temperature_Altitude': row['Altitude'],\n",
    "                'Temperature_Profile': row['T_Profile'],  # Adjust this if necessary\n",
    "                'Mast_Heights': mast_heights,\n",
    "                'Mast_Temperature_Profile': mast_temp_values,\n",
    "                'Mast_VDSE_Profile': mast_vdse_values\n",
    "            }\n",
    "            \n",
    "            # Append combined data to the list\n",
    "            combined_data_temperature_list.append(combined_data)\n",
    "    \n",
    "    # Create a DataFrame from the combined list of dictionaries\n",
    "    df_combined_temperature = pd.DataFrame(combined_data_temperature_list)\n",
    "\n",
    "    return df_combined_temperature\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "id": "97e3c211",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                 Time                               Temperature_Altitude  \\\n",
      "0 2024-05-23 00:00:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "1 2024-05-23 00:10:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "2 2024-05-23 00:20:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "3 2024-05-23 00:30:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "4 2024-05-23 00:40:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "\n",
      "                                 Temperature_Profile  \\\n",
      "0  [285.9939, 286.0057, 286.01642, 285.99344, 285...   \n",
      "1  [285.91568, 285.93, 285.94406, 285.9257, 285.8...   \n",
      "2  [285.55475, 285.5777, 285.60272, 285.5997, 285...   \n",
      "3  [285.7219, 285.74203, 285.76346, 285.75513, 28...   \n",
      "4  [285.57758, 285.6032, 285.6317, 285.63342, 285...   \n",
      "\n",
      "                Mast_Heights  \\\n",
      "0  [2, 2.99, 4.47, 6.69, 10]   \n",
      "1  [2, 2.99, 4.47, 6.69, 10]   \n",
      "2  [2, 2.99, 4.47, 6.69, 10]   \n",
      "3  [2, 2.99, 4.47, 6.69, 10]   \n",
      "4  [2, 2.99, 4.47, 6.69, 10]   \n",
      "\n",
      "                            Mast_Temperature_Profile  \\\n",
      "0  [286.9733333333333, 287.0466666666667, 287.015...   \n",
      "1      [287.021, 287.089, 287.062, 287.153, 287.176]   \n",
      "2  [287.069, 287.129, 287.089, 287.18499999999995...   \n",
      "3      [287.147, 287.189, 287.137, 287.226, 287.237]   \n",
      "4  [287.125, 287.167, 287.114, 287.202, 287.20899...   \n",
      "\n",
      "                                   Mast_VDSE_Profile  \n",
      "0  [288.51908209940325, 288.59239424136325, 288.5...  \n",
      "1  [288.5633649618533, 288.631250236513, 288.6181...  \n",
      "2  [288.62262504392584, 288.6821815013341, 288.65...  \n",
      "3  [288.7194291544869, 288.7606304529654, 288.721...  \n",
      "4  [288.707029573199, 288.74862707480145, 288.708...  \n"
     ]
    }
   ],
   "source": [
    "df_combined_temperature = combine_mast_and_temperature_data(merged_data_10min, temperature_profiles_df)\n",
    "print(df_combined_temperature.head())  # View the combined data\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "id": "32a7621a",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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fuXJlte3cuHEDV65cUW0jLS1NdWvXrh1iYmJw9epV1b63aNECbm5uqtczNTVFt27d3lnHu+zZswcVK1ZE1apV1Wpo3bp1tqdkmjVrBltbW9X9zPevbdu2qtM5b65/+321t7dXO9UIAD169EBGRgb++OMPVU2Ojo7o0KGDWk1Vq1aFu7t7lpoqV66MMmXKZNm38+fPo2PHjnBxcYGpqSnMzc3Rp08fpKen49q1a3l7ozT04Ycfqt3P677kxN3dHebm5nByckKvXr1QvXp1hIWFwcrKStXGyckJzZs3V3ve4cOHUb58edUpkUz9+vWDECLHXkF5cfLkSTx58gR9+/ZV28eMjAy0adMG4eHhqlOctWvXxrp16zBz5kycPn1a41OraWlpmD17NsqXLw8LCwuYmZnBwsIC169fx+XLl/O9D5lWr16NWbNmYdy4cejUqVOWx9/8Gdf0sXPnzuGTTz5B3bp1ERwcrPbYtm3bsHv3bqxatSrX187IyFB7b98+jatpXd999x369++Pxo0bo1OnTtiwYQNGjBiBDRs24Pz586p2b24rLS0NQohsX/td71fmPp45cwZbt25F+fLl0bZtW41/7t/n/c6Nj48P0tLS8MMPP6itHzp0KKpUqYJBgwZpraactpWX19D2/ueE4UaLihQpAhsbG0RFRWnU/vHjxwCk0PI2T09P1eOZnJ2ds7SzsLDIst7CwgIAkJycnKW9u7u72n0zMzO4uLhk2VZ2XFxc1O5nXlP08uVLAMCDBw8AAOPHj4e5ubnabfjw4QCg6or++PHjLLVkV9/7ePDgAf75558sNdjb20MIkaU7fE7vn6bv65sB7e39yHxfHzx4gKdPn8LCwiJLXbGxsVlqyu5n4vbt22jUqBHu3buHb7/9FsePH0d4eDi+++47AK+/D9pkY2Ojdh79ffYlJ7///jvCw8MRGRmJR48e4cSJEyhfvrxam+zeh8ePH+f4O5P5eH5l/ix/9NFHWfZx7ty5EEKohnTYvHkz+vbti9WrV6NevXpwdnZGnz59EBsbm+s2xo4di6lTp6Jz587YvXs3zpw5g/DwcFSpUkVr38u1a9diyJAhGDx4MObNm6f2mJOTExQKRbbvV+a+Zfc35/z58/jggw9QunRp7Nu3T+3awqSkJHz++ecYOXIkPD098fTpUzx9+hQpKSkAgKdPn6pC4ddff632vpYsWTJfdb2pV69eAKC6JjA6OjrL9/HYsWN5er/eVKFCBdSuXRsfffQRwsLC4OPjg9GjR+daU+bfz5z2S6FQwNHRMdfX0NQvv/yCsLAwhISEICEhQfV9AKTr5Z4+faoK4S4uLkhOTsaLFy+yretd73Ve9iu/28qL3K+AojwxNTVFixYt8Ntvv+Hu3bsoVqxYru0zfyhiYmKytL1//z6KFCmi9RpjY2Ph5eWlup+WlobHjx9nCS7vI7PeyZMno2vXrtm28ff3ByDte3Z//N/1gaBpHdbW1lizZk2udWpL5gfhmzL3I/N9LVKkCFxcXHK80Nve3l7tfnb/wezcuRPPnz/H9u3b1S601HT8EwCqoyKvXr1SW59TIMmujrzuS06qVKnyzu9Fdtt3cXFBTExMlvX3799X1Zdfma+xZMkS1YXOb8sMtUWKFMGiRYuwaNEi3L59G7t27cKkSZMQFxeX43sESBfc9unTB7Nnz1Zb/+jRI618yK1duxafffYZ+vbti+XLl2d5L62trVGqVCm1C5gzXbhwAdbW1ihRooTa+vPnz6Nly5bw8fHBgQMHoFQqs9T+4MEDzJ8/H/Pnz8/yuk5OTujUqRN27tyJwYMHIyAgQPVYZkh6n7relnlUJvOiXE9PT4SHh6u1yfxblOld71dOzMzMUL169Ww7TbypZMmSsLa2znG/SpUqpXbUMj8uXryItLS0bH92V61ahVWrVmHHjh3o3LkzKlWqpKqhTp06qnaZ/6hUrFgx123lZb/yu628YLjRssmTJ2Pfvn0YNGgQfv31V9V/+5lSU1MRFhaGDh06qA63b9iwQdUjAgDCw8Nx+fJlfPnll1qvb+PGjWqntrZs2YK0tDStDNrn7++P0qVL4++//87yB/ttzZo1w65du/DgwQPVh0R6ejo2b96c7zoCAgIwe/ZsuLi4wM/PL9+v9y7Pnj3Drl271E5N/fzzzzAxMUHjxo1VNYWGhiI9PV3tlzovMv/YvvmfshACq1atytLW0tIy2//+fX19AUiDTLZu3Vq1fteuXRrXoY19yY8WLVogODgY586dQ/Xq1VXrf/rpJygUCjRr1izf22jQoAEcHR1x6dKlHAc9y07x4sUxYsQIHDp0CH/++WeubRUKRZYelXv37sW9e/dQqlQp1bq3j5BqYt26dfjss8/Qq1cv1SB62enSpQsWLVqEO3fuwNvbG4D087x9+3Z07NhRrQdQZGQkWrZsiWLFiuHgwYNwcnLK8nru7u7ZnuKeM2cOjh07ht9++00VHD09PdVOp79vXdn56aefALzugWdhYYGaNWvm2F7T9ys7ycnJOH36tNr3LDtmZmbo0KEDtm/fjpCQENU/Abdv38aRI0cwZswYjbf5Lv369cv2b3qzZs3QuXNnjB49WhUk2rRpAysrK6xbt07t9zlzYMvOnTtrbb/yu628YLjRsnr16mHZsmUYPnw4atSogWHDhqFChQpITU3F+fPnsXLlSlSsWBEdOnSAv78/Bg8ejCVLlsDExARt27ZFdHQ0pk6dCm9vb63+sGfavn07zMzM8MEHH+Dff//F1KlTUaVKFXzyySdaef0VK1agbdu2aN26Nfr16wcvLy88efIEly9fxrlz57B161YAwJQpU7Br1y40b94cX331FWxsbPDdd99l6ar9PgIDA7Ft2zY0btwYY8aMQeXKlZGRkYHbt2/jwIEDGDdunFY/lF1cXDBs2DDcvn0bZcqUwb59+7Bq1SoMGzYMxYsXBwB8+umn2LhxI9q1a4fRo0ejdu3aMDc3x927d3HkyBF06tQpx66amT744ANYWFige/fumDBhApKTk7Fs2TLEx8dnaVupUiVs374dy5YtQ40aNWBiYoKaNWvC3d0dLVu2RHBwMJycnODj44NDhw5h+/btGu+vNvYlP8aMGYOffvoJ7du3x9dffw0fHx/s3bsX33//PYYNG5bttUp5ZWdnhyVLlqBv37548uQJPvroI7i6uuLhw4f4+++/8fDhQyxbtgwJCQlo1qwZevTogbJly8Le3h7h4eEICwvL8ehlpoCAAKxbtw5ly5ZF5cqVERERgXnz5mU5ipv5n/HGjRtRrlw52NnZ5RoMtm7dioEDB6Jq1aoYMmQIzp49q/Z4tWrVVIFp/PjxWL9+veq9tLS0xJw5c5CcnKzW3fzq1ato2bIlAGDWrFm4fv06rl+/rlZj0aJFYWVlle2H6rp162BqaqrxP1Ga1vXzzz9j+/btaN++PXx8fPD06VNs3boVoaGh6NevH6pUqfLObeXl/apfvz46duyIcuXKQalUIjo6GsuWLcPNmzezdOXOzvTp01GrVi0EBARg0qRJSE5OxldffYUiRYpg3Lhxam3/+usv1YjZiYmJEELgl19+AQDUqlVLdfT21q1bKFmyJPr27au6FsbX11f1j8zbvLy81L4Pzs7OmDJlCqZOnQpnZ2e0atUK4eHhmDZtGj777DO1U8XZbSsv+5WXbeWb1i5NJjWRkZGib9++onjx4sLCwkLV5fqrr75SG7ExPT1dzJ07V5QpU0aYm5uLIkWKiF69emXp6pnTQHU5DWCFt66Kz+yhEhERITp06CDs7OyEvb296N69e5ZBrHLqLTVv3rxstxMUFKS27u+//xaffPKJcHV1Febm5sLd3V00b95cLF++XK3dn3/+qeq27u7uLr744guxcuVKrQzil5SUJKZMmSL8/f2FhYWFUCqVolKlSmLMmDFqPbTefp9y29/MnkZbt27Nsu2jR4+KmjVrCktLS+Hh4SH+97//ZekxlpqaKr755htRpUoVYWVlJezs7ETZsmXFkCFDxPXr11XtchuUbPfu3arne3l5iS+++EL89ttvWXpAPXnyRHz00UfC0dFRKBQK8eavekxMjPjoo4+Es7OzUCqVolevXuKvv/7KtrdUTj1cNN2X7Gg6oGRugzPeunVL9OjRQ7i4uAhzc3Ph7+8v5s2bpzbwmRDv31sq07Fjx0T79u2Fs7OzMDc3F15eXqJ9+/aqn4Hk5GQxdOhQUblyZeHg4CCsra2Fv7+/CAoKeueAg/Hx8WLgwIHC1dVV2NjYiIYNG4rjx49n+f0TQuqhVrZsWWFubp7t79ybMnu55XR7ex9v3LghOnfuLBwcHISNjY1o0aKFiIiIUGuT+f7kdHtXT668DuKnaV2nTp0SLVq0EO7u7sLc3FzY2NiIWrVqie+//z7Lz0JutWn6fo0bN05UqVJFKJVKYWZmJtzd3UWXLl3En3/+qfF+/fXXX6JFixbCxsZGODg4iM6dO4sbN27kqa433+/cuoK/Lbu/d5m+/fZbUaZMGWFhYSGKFy8ugoKCsgzcmNu2NN0vTbeVXwohcrhknIjeqWnTpnj06BEuXrwodylERPT/2FuKiIiIDArDDRERERkUnpYiIiIig8IjN0RERGRQGG6IiIjIoDDcEBERkUHhIH5alJGRgfv378Pe3l6rE4AREREZOiEEnj17Bk9PT9XUGe+L4UaL7t+/rxoqnIiIiPLuzp0775yb8V0YbrQoc06NO3fuZJlJmYiIiHKWmJgIb29vjSffzQ3DjRZlnopycHBguCEiInoP2risgxcUExERkUFhuCEiIiKDwnBDREREBoXX3BDRexFCIC0tDenp6XKXQkR6wNTUFGZmZoUyVArDDRHlWUpKCmJiYvDixQu5SyEiPWJjYwMPDw9YWFgU6HYYbogoTzIyMhAVFQVTU1N4enrCwsKCg1YSUa6EEEhJScHDhw8RFRWF0qVL53ugvtww3BBRnqSkpCAjIwPe3t6wsbGRuxwi0hPW1tYwNzfHrVu3kJKSAisrqwLbFi8oJqL3UpD/dRGRYSqsvxv860REREQGheGGiIiIDArDDRGRFvTr1w+dO3dW3W/atCkCAwNlq4fofezcuROlSpWCqakpAgMDsW7dOjg6OqoenzZtGqpWrSpbfZpiuCEio9GvXz8oFAooFAqYmZmhePHiGDZsGOLj47W+re3bt2PGjBlaf928evvDSZumTZumej9zukVHRxfItuVy9OhRKBQKPH36VLYa3nzfTU1N4e3tjc8++wwPHz7M92sPGTIEH330Ee7cuYMZM2agW7duuHbtmhaqLlwMN0RkVNq0aYOYmBhER0dj9erV2L17N4YPH6717Tg7O2tldmNdkZ6ejoyMDLV148ePR0xMjOpWrFgxfP3112rrvL29Zao4b1JSUgp9m6mpqe/93AoVKiAmJga3b9/GsmXLsHv3bvTp0yfbttl977KTlJSEuLg4tG7dGp6enrC3t4e1tTVcXV3fu065MNwQUb4JATx/Xvg3IfJeq6WlJdzd3VGsWDG0atUK3bp1w4EDB1SPp6enY+DAgfDz84O1tTX8/f3x7bffqr1Geno6xo4dC0dHR7i4uGDChAkQbxXz9mmp+Ph49OnTB05OTrCxsUHbtm1x/fp11eOZR1j27NkDf39/2NjY4KOPPsLz58/x448/wtfXF05OThg5cqTaqNApKSmYMGECvLy8YGtrizp16uDo0aMApKMM/fv3R0JCguo//WnTpr3zeW/XU758eVhaWuLWrVtq+2hnZwd3d3fVzdTUFPb29qr71tbWGDZsGFxdXeHg4IDmzZvj77//Vj0/8xTHmjVrULx4cdjZ2WHYsGFIT09HSEgI3N3d4erqilmzZqltV6FQYNmyZWjbti2sra3h5+eHrVu3qrW5d+8eunXrBicnJ7i4uKBTp05qR5EyTyMGBwfD09MTZcqUAQBs2LABNWvWVO1Hjx49EBcXBwCIjo5Gs2bNAABOTk5QKBTo168fAMDX1xeLFi1Sq6Fq1aqq9zuz7uXLl6NTp06wtbXFzJkzAQC7d+9GjRo1YGVlhRIlSmD69OlIS0tDbszMzODu7g4vLy8EBARg1KhROHDgAF6+fJnj9y63n8GjR4+qwnjz5s2hUChw9OhRjY78rV27FuXKlYOVlRXKli2L77//Ptf2hYHj3BBRvr14AdjZFf52k5IAW9v3f/5///2HsLAwmJubq9ZlZGSgWLFi2LJlC4oUKYKTJ09i8ODB8PDwwCeffAIAmD9/PtasWYMffvgB5cuXx/z587Fjxw40b948x23169cP169fx65du+Dg4ICJEyeiXbt2uHTpkmr7L168wOLFixEaGopnz56ha9eu6Nq1KxwdHbFv3z78999/+PDDD9GwYUN069YNANC/f39ER0cjNDQUnp6e2LFjB9q0aYMLFy6gfv36WLRoEb766itcvXoVgBRI3vW80qVLq+oJDg7G6tWr4eLikqf/4IUQaN++PZydnbFv3z4olUqsWLECLVq0wLVr1+Ds7AwAuHnzJn777TeEhYXh5s2b+OijjxAVFYUyZcrg2LFjOHnyJAYMGIAWLVqgbt26qtefOnUq5syZg2+//Rbr169H9+7dUbFiRZQrVw4vXrxAs2bN0KhRI/zxxx8wMzPDzJkz0aZNG/zzzz+q0XEPHToEBwcHHDx4UBVOU1JSMGPGDPj7+yMuLg5jxoxBv379sG/fPnh7e2Pbtm348MMPcfXqVTg4OMDa2lrj9wQAgoKCEBwcjIULF8LU1BT79+9Hr169sHjxYjRq1Ag3b97E4MGDVW01ZW1tjYyMDFUoyu5716NHjxx/BuvXr4+rV6/C398f27ZtQ/369eHs7PzO04qrVq1CUFAQli5dimrVquH8+fMYNGgQbG1t0bdv3zy9N1olSGsSEhIEAJGQkCB3KUQF5uXLl+LSpUvi5cuXqnVJSUJIx1EK95aUlLfa+/btK0xNTYWtra2wsrISAAQAsWDBglyfN3z4cPHhhx+q7nt4eIg5c+ao7qempopixYqJTp06qdY1adJEjB49WgghxLVr1wQA8eeff6oef/TokbC2thZbtmwRQgixdu1aAUDcuHFD1WbIkCHCxsZGPHv2TLWudevWYsiQIUIIIW7cuCEUCoW4d++eWr0tWrQQkydPVr2uUqlUe1zT5wEQkZGRub43b/Lx8RELFy4UQghx6NAh4eDgIJKTk9XalCxZUqxYsUIIIURQUJCwsbERiYmJavvn6+sr0tPTVev8/f1FcHCw6j4AMXToULXXrVOnjhg2bJgQQogffvhB+Pv7i4yMDNXjr169EtbW1mL//v1CCOlnwc3NTbx69SrXfTp79qwAoPoeHDlyRAAQ8fHxOe57pipVqoigoCC1ugMDA9XaNGrUSMyePVtt3fr164WHh0eONQUFBYkqVaqo7l++fFmUKlVK1K5dWwiR/fdOk5/B+Ph4AUAcOXJE1ebtn5+3t+3t7S1+/vlntfpmzJgh6tWrl23t2f39yKTNz1AeuSGifLOxkY6iyLHdvGrWrBmWLVuGFy9eYPXq1bh27RpGjhyp1mb58uVYvXo1bt26hZcvXyIlJUXVQyQhIQExMTGoV6+eqr2ZmRlq1qyZ5dRUpsuXL8PMzAx16tRRrXNxcYG/vz8uX778xv7YoGTJkqr7bm5u8PX1VR1tyVyXeZrk3LlzEEKoTqlkevXqFVxcXHJ8DzR9noWFBSpXrpzj6+QmIiICSUlJWep4+fIlbt68qbrv6+urdm2Sm5sbTE1N1QZ7e3OfM735/mfej4yMVG37xo0bWa55Sk5OVtt2pUqVssxxdP78eUybNg2RkZF48uSJ6lqV27dvo3z58prufo5q1qypdj8iIgLh4eFqp97S09ORnJyMFy9e5DgK+IULF2BnZ4f09HS8evUKTZs2xcqVK1WPv/290/RnMC8ePnyIO3fuYODAgRg0aJBqfVpaGpRK5Xu9prYw3BBRvikU+Ts9VJhsbW1RqlQpAMDixYvRrFkzTJ8+XdWzacuWLRgzZgzmz5+PevXqwd7eHvPmzcOZM2fee5s5hR4hhNq8XG+eHgOkazSyW5f5gZuRkQFTU1NERETA1NRUrZ1dLucJNX2etbX1e88blpGRAQ8PD7XreDK9eQ1HXvc5N5m1ZmRkoEaNGti4cWOWNkWLFlUt2771Q/v8+XO0atUKrVq1woYNG1C0aFHcvn0brVu3fucFxyYmJlm+z9ldMPz2NjMyMjB9+nR07do1S9vcpifw9/fHrl27VHO8WVpaqj3+9vdO05/BvMj8nqxatUotNAHI8nNV2BhuiMioBQUFoW3bthg2bBg8PT1x/Phx1K9fX60H1Zv/7SuVSnh4eOD06dNo3LgxAOk/1YiICFSvXj3bbZQvXx5paWk4c+YM6tevDwB4/Pgxrl27hnLlyr137dWqVUN6ejri4uLQqFGjbNtYWFioXYCs6fPyq3r16oiNjYWZmRl8fX21/vqnT59W6x10+vRpVKtWTbXtzZs3qy5k1tSVK1fw6NEjzJkzR9XL66+//lJrk3mk5+33tGjRooiJiVHdT0xMRFRU1Du3Wb16dVy9elUVuDVlYWGRp+cUxM+gm5sbvLy88N9//6Fnz57v9RoFhb2liMioNW3aFBUqVMDs2bMBAKVKlcJff/2F/fv349q1a5g6dSrCw8PVnjN69GjMmTMHO3bswJUrVzB8+PBcxz0pXbo0OnXqhEGDBuHEiRP4+++/0atXL3h5eaFTp07vXXuZMmXQs2dP9OnTB9u3b0dUVBTCw8Mxd+5c7Nu3D4B02icpKQmHDh3Co0eP8OLFC42el18tW7ZEvXr10LlzZ+zfvx/R0dE4efIkpkyZkiUwvI+tW7dizZo1uHbtGoKCgnD27FmMGDECANCzZ08UKVIEnTp1wvHjxxEVFYVjx45h9OjRuHv3bo6vWbx4cVhYWGDJkiX477//sGvXrixjFfn4+EChUGDPnj14+PAhkv7/fGzz5s2xfv16HD9+HBcvXkTfvn01Onrx1Vdf4aeffsK0adPw77//4vLly9i8eTOmTJmSj3cnq4L6GZw2bRqCg4Px7bff4tq1a7hw4QLWrl2LBQsWaLH6vGO4ISKjN3bsWKxatQp37tzB0KFD0bVrV3Tr1g116tTB48ePs4yDM27cOPTp0wf9+vVTnbrq0qVLrttYu3YtatSogYCAANSrVw9CCOzbty/LKZi8Wrt2Lfr06YNx48bB398fHTt2xJkzZ1RHHurXr4+hQ4eiW7duKFq0KEJCQjR6Xn4pFArs27cPjRs3xoABA1CmTBl8+umniI6OhpubW75ff/r06QgNDUXlypXx448/YuPGjaprYmxsbPDHH3+gePHi6Nq1K8qVK4cBAwbg5cuXuR7JKVq0KNatW4etW7eifPnymDNnDr755hu1Nl5eXpg+fTomTZoENzc3VaCaPHkyGjdujICAALRr1w6dO3dWu34qJ61bt8aePXtw8OBB1KpVC3Xr1sWCBQvg4+OTj3cnewXxM/jZZ59h9erVWLduHSpVqoQmTZpg3bp18PPz02Ll7yHflyTnw7Fjx0RAQIDw8PAQAMSOHTvUHs/IyBBBQUHCw8NDWFlZiSZNmoiLFy+qtUlOThYjRowQLi4uwsbGRnTo0EHcuXNHrc2TJ09Er169hIODg3BwcBC9evXKcqX7rVu3REBAgLCxsREuLi5i5MiR77yK/m3sLUXGILfeDkSFIbvPC9IPhdVbStYjN8+fP0eVKlWwdOnSbB8PCQnBggULsHTpUoSHh8Pd3R0ffPABnj17pmoTGBiIHTt2IDQ0FCdOnEBSUhICAgLUzof26NEDkZGRCAsLQ1hYGCIjI9G7d2/V4+np6Wjfvj2eP3+OEydOIDQ0FNu2bcO4ceMKbueJiIioYOQ7HmkJ3kriGRkZwt3dXW0sieTkZKFUKsXy5cuFEEI8ffpUmJubi9DQUFWbe/fuCRMTExEWFiaEEOLSpUsCgDh9+rSqzalTpwQAceXKFSGEEPv27RMmJiZqYz5s2rRJWFpa5ilBFsSRmzVrhDh3TmsvR5RvPHJDcnv784L0h1EcuclNVFQUYmNj0apVK9U6S0tLNGnSBCdPngQgjQ+Qmpqq1sbT0xMVK1ZUtTl16hSUSqVaN7W6detCqVSqtalYsSI8PT1VbVq3bo1Xr14hIiIixxpfvXqFxMREtZs2LV8ODBgAdO0KPH6s1ZcmItJbQgi1GdiJ3qaz4SY2NhYAslx45ubmpnosNjYWFhYWcHJyyrVNdkOGu7q6qrV5eztOTk6wsLBQtclOcHAwlEql6qbtCeK6dQNKlACio4Hu3YG3eh4SERFRNnQ23GR6e3AhocGAQ2+3ya79+7R52+TJk5GQkKC63blzJ9e68srJCdi5UxqF9eBB4MsvtfryREREBklnw427uzsAZDlyEhcXpzrK4u7ujpSUFMTHx+fa5sGDB1le/+HDh2pt3t5OfHw8UlNTc+2yaGlpCQcHB7WbtlWqBKxZIy3PnQu8NfEtERERvUVnw42fnx/c3d1x8OBB1bqUlBQcO3ZMNbpijRo1YG5urtYmJiYGFy9eVLWpV68eEhIScPbsWVWbM2fOICEhQa3NxYsX1UaXPHDgACwtLVGjRo0C3U9NdOsGjB8vLffvD1y8KG89REREukzW6ReSkpJw48YN1f2oqChERkbC2dkZxYsXR2BgIGbPno3SpUujdOnSmD17NmxsbNCjRw8A0jDoAwcOxLhx4+Di4gJnZ2eMHz8elSpVQsuWLQEA5cqVQ5s2bTBo0CCsWLECADB48GAEBATA398fANCqVSuUL18evXv3xrx58/DkyROMHz8egwYNKpCjMe8jOBg4fx44dAjo0gUIDwfemJ6FiIiIMuW7v1U+ZE4d//atb9++QojXg/i5u7sLS0tL0bhxY3HhwgW113j58qUYMWKEcHZ2FtbW1iIgIEDcvn1brc3jx49Fz549hb29vbC3txc9e/bMdhC/9u3bC2tra+Hs7CxGjBghkpOT87Q/BT2I38OHQvj4CAEI0a6dEOnpBbIZolyxKzgRva/C6gquECKHqUIpzxITE6FUKpGQkFBgR3zOnQMaNACSk4GpU4Gvvy6QzRDlKDk5GVFRUfDz88t11mKNpKcDx48DMTGAhwfQqBEg82zCRPnx559/YujQobhy5Qrat2+PwMBANGvWDPHx8XB0dMS6desQGBiY61xkhiy3vx/a/AzV2WtuKHvVqwMrV0rLM2YAv/4qbz1E7237dsDXF2jWDOjRQ/rq6yutLyD9+vWDQqHA0KFDszw2fPhwKBQK9OvXT2vbUygU2LlzZ46Pr1u3DgqFItfb0aNHtVaPLoiOjoZCoUBkZKRsNbz9vnt4eOCTTz7RaBbvdxk7diyqVq2KqKgorFu3DvXr10dMTAyUSqUWKidNMdzood69gVGjXi9fuSJvPUR5tn078NFHwNszNN+7J60vwIDj7e2N0NBQvHz5UrUuOTkZmzZtQvHixQtsu9np1q0bYmJiVLd69eph0KBBausyOz7outTU1ELfZkpKyns/18HBATExMbh//z5+/vlnREZGomPHjmpT92QSQiAtLU2j17158yaaN2+OYsWKwdHRERYWFnB3d3/nECakXQw3euqbb4DGjYFnz6QLjLU8ODJR3ggBPH+u2S0xUUrn2Z0Rz1w3erTU7l2v9R5n1atXr47ixYtj+xsBavv27fD29ka1atXU2oaFhaFhw4ZwdHSEi4sLAgICcPPmTdXjKSkpGDFiBDw8PGBlZQVfX18EBwcDAHx9fQEAXbp0gUKhUN1/k7W1Ndzd3VU3CwsL2NjYqO47OztjypQp8PLygq2tLerUqaN2JGfdunVwdHTEnj174O/vDxsbG3z00Ud4/vw5fvzxR/j6+sLJyQkjR45U+9D29fXFjBkz0KNHD9jZ2cHT0xNLlixRqy0hIQGDBw+Gq6srHBwc0Lx5c/z999+qx6dNm4aqVatizZo1KFGiBCwtLSGEeOd7ljlbdLVq1aBQKNC0aVMAQNOmTREYGKhWQ+fOndWOpPn6+mLmzJno168flEolBg0aBAA4efIkGjduDGtra3h7e2PUqFF4/vx5lvf7TQqFAu7u7vDw8ECzZs0QFBSEixcv4saNGzh69CgUCgX279+PmjVrwtLSEsePH8erV68watQouLq6wsrKCg0bNkR4eDiA10ekHj9+jAEDBkChUGDdunWq18rtNNTu3btRo0YNWFlZoUSJEpg+fbrGYYqyx3Cjp8zNgS1bAC8v6chNnz5ARobcVZHRevECsLPT7KZUSkdociKEdERHqXz3a7148V7l9u/fH2vXrlXdX7NmDQYMGJCl3fPnzzF27FiEh4fj0KFDMDExQZcuXZDx/79sixcvxq5du7BlyxZcvXoVGzZsUIWYzA+9tWvXIiYmRnU/r3X++eefCA0NxT///IOPP/4Ybdq0wfXr11VtXrx4gcWLFyM0NBRhYWE4evQounbtin379mHfvn1Yv349Vq5ciV9++UXttefNm4fKlSvj3LlzmDx5MsaMGaMaVkMIgfbt2yM2Nhb79u1DREQEqlevjhYtWuDJkyeq17hx4wa2bNmCbdu2qU4zves9yxyW4/fff0dMTIxayNTEvHnzULFiRURERGDq1Km4cOECWrduja5du+Kff/7B5s2bceLECYwYMSJPr2ttbQ1A/QjUhAkTEBwcjMuXL6Ny5cqYMGECtm3bhh9//BHnzp1DqVKl0Lp1azx58gTe3t6IiYmBg4MDFi1ahJiYGHTr1u2d292/fz969eqFUaNG4dKlS1ixYgXWrVuHWbNm5al+eku+L0kmlYLuLZWdM2eEsLSUelBNnlxomyUjlm1vh6Qk6YewsG9JSXmqvW/fvqJTp07i4cOHwtLSUkRFRYno6GhhZWUlHj58KDp16qTqrZmduLg4AUDVa3PkyJGiefPmIiMjI9v2yOMEj02aNBGjR48WQghx48YNoVAo1Cb0FUKIFi1aiMn//8u+du1aAUDcuHFD9fiQIUOEjY2NePbsmWpd69atxZAhQ1T3fXx8RJs2bdRet1u3bqJt27ZCCCEOHTokHBwcsvQYLVmypFixYoUQQoigoCBhbm4u4uLict2nt9+zqKgoAUCcP38+x33P9Pb3w8fHR3Tu3FmtTe/evcXgwYPV1h0/flyYmJjk2KNv7dq1QqlUqu7fuXNH1K1bVxQrVky8evVK1ZN3586dqjZJSUnC3NxcbNy4UbUuJSVFeHp6ipCQENU6pVIp1q5dq7qf+VqZPXTf3najRo3E7Nmz1epbv3698PDwyLZ2fVdYvaVkHeeG8q92bWD1aunam+BgoEIFoGdPuasio2NjAyQladb2jz+Adu3e3W7fPunc67u2+x6KFCmC9u3b48cff1QdpShSpEiWdjdv3sTUqVNx+vRpPHr0SHX04fbt26hYsSL69euHDz74AP7+/mjTpg0CAgLUJvLNj3PnzkEIgTJlyqitf/XqFVxcXFT3bWxsULJkSdV9Nzc3+Pr6ws7OTm1dXFyc2uvUq1cvy/1FixYBkCYlTkpKUtsOALx8+VLtFJOPjw+KFi2q1uZd71l+1axZU+1+REQEbty4gY0bN6rWCSGQkZGBqKgolCtXLtvXSUhIgJ2dHYQQePHiBapXr47t27fDwsIi223dvHkTqampaNCggWqdubk5ateujcuXL7/3/kRERCA8PFztSE16ejqSk5Px4sUL2Lznz7ixY7gxAL16Af/+C8yZAwwcCJQqBbwxCTpRwVMoAFtbzdq2agUUKyadmsrumhmFQnq8VasC7RY+YMAA1amL7777Lts2HTp0gLe3N1atWgVPT09kZGSgYsWKqgtZq1evjqioKPz222/4/fff8cknn6Bly5ZZTgG9j4yMDJiamiIiIgKmb70PbwYXc3NztccUCkW26zI0OG+dedFrRkYGPDw8su2p5fjG6KG22XzP3/We5cTExATirZ+H7C5SfnubGRkZGDJkCEZl9rJ4Q24XiNvb2+PcuXMwMTGBm5tbtvvy5rrM2t5nvsPcZGRkYPr06ejatWuWx/I91IIRY7gxELNmAZcvS13DO3cGzp4FtDxJOZF2mJoC334r9YpSKNQDTuaHxKJFBT7eTZs2bVQfuK1bt87y+OPHj3H58mWsWLECjRo1AgCcOHEiSzsHBwd069YN3bp1w0cffYQ2bdrgyZMncHZ2hrm5eba9bzRRrVo1pKenIy4uTrV9bTp9+nSW+2XLlgUghbbY2FiYmZlleyF0TjR5zzKPjLz9vhQtWlRtCpz09HRcvHgRzZo1y3Wb1atXx7///otSpUppXCcgham8PKdUqVKwsLDAiRMnVKPkp6am4q+//spyIXReVK9eHVevXs1z/ZQ7hhsDYWICrF8vDfB34QLQqZM0Npqm/0wTFaquXYFffpF6Rb3ZHbxYMSnYZPNfrLaZmpqqTie8fWQEAJycnODi4oKVK1fCw8MDt2/fxqRJk9TaLFy4EB4eHqhatSpMTEywdetWuLu7q45u+Pr64tChQ2jQoAEsLS3h5OSkcX1lypRBz5490adPH8yfPx/VqlXDo0ePcPjwYVSqVAntNDm1l4s///wTISEh6Ny5Mw4ePIitW7di7969AICWLVuiXr166Ny5M+bOnQt/f3/cv38f+/btQ+fOnbOcGsqkyXvm6uoKa2trhIWFoVixYrCysoJSqUTz5s0xduxY7N27FyVLlsTChQs1Guhu4sSJqFu3Lj7//HMMGjQItra2uHz5Mg4ePJilB1h+2NraYtiwYfjiiy9UUwSFhITgxYsXGDhw4Hu/7ldffYWAgAB4e3vj448/homJCf755x9cuHABM2fO1Fr9xoa9pQyIvT2waxdQtKg0D1W/fuxBRTqsa1cgOho4cgT4+Wfpa1RUoQSbTA4ODjmOhGpiYoLQ0FBERESgYsWKGDNmDObNm6fWxs7ODnPnzkXNmjVRq1YtREdHY9++fTAxkf60zp8/HwcPHsy2m7km1q5diz59+mDcuHHw9/dHx44dcebMGXhr4bDsuHHjEBERgWrVqmHGjBmYP3++6giWQqHAvn370LhxYwwYMABlypTBp59+iujoaLi5ueX4mpq8Z2ZmZli8eDFWrFgBT09PdOrUCYB0mrBv377o06cPmjRpAj8/v3cetQGAypUr49ixY7h+/ToaNWqEatWqYerUqfDw8MjHu5O9OXPm4MMPP0Tv3r1RvXp13LhxA/v3789TaH1b69atsWfPHhw8eBC1atVC3bp1sWDBAvj4+GixcuPD6Re0qDCmX9DEiRNA8+ZAaioQFARMmyZbKWSAtDr9AsnC19cXgYGB+TqdQvQ+OP0CvbeGDYHly6Xl6dOl8XCIiIiMBcONgRowABg7Vlru1w+IiJC1HCIiokLDC4oNWEiI1IPqt9+Ajh2B8HDA01PuqohIbtHR0XKXQFSgeOTGgJmaAps2AeXKAffvS13E33O0eiIiIr3BcGPglEpg927A2Vk6ctOjB/Cew24QqWFfBCLKq8L6u8FwYwRKlpQG97O0lL4GBr7XZMpEAF6PiPuChwGJKI8y/268PYq2tvGaGyPRsKE0yF+3bsDSpYCf3+sLjonywtTUFI6Ojqq5imxsbPI1/DwRGb7MObzi4uLg6OiY7cCZ2sRwY0Q+/hi4cwcYN066eXtL64jyyt3dHQCyTMZIRJQbR0dH1d+PgsRwY2TGjJEGhV2yRJpJ3MNDOqpDlBcKhQIeHh5wdXXNdnJDIqK3mZubF/gRm0wMN0ZGoQAWLgRu35auv+nUCTh5EvD3l7sy0kempqaF9seKiEhTvKDYCJmaSlP51KkDPHkCtG0LPHggd1VERETawXBjpGxspC7iJUtKcxV26AA8fy53VURERPnHcGPEihYF9u0DXFw4Bg4RERkOhhsjV6YMsGuXNAbOrl3AqFEcA4eIiPQbww2hfn1g40bpYuPvvwfmz5e7IiIiovfHcEMAgA8/BBYskJa/+ALYskXeeoiIiN4Xww2pBAYCo0dLy717A8ePy1oOERHRe2G4ITXz5wNdugApKdIYOFevyl0RERFR3jDckBpTU2DDBqBuXSA+nmPgEBGR/mG4oSxsbKSeU6VKSWPgBARwDBwiItIfDDeUraJFgd9+A4oUAf76S5pNnFMIERGRPmC4oRyVKiUdwbG2BvbuBQYP5hg4RESk+xhuKFf16gGbN0vX4qxbB/zvf3JXRERElDuGG3qnDh2AVauk5TlzgG+/lbceIiKi3DDckEb69wdmz5aWAwOB0FBZyyEiIsoRww1pbNIkae4pAOjTBzh4UN56iIiIssNwQxpTKICFC1/3nOraFYiIkLsqIiIidQw3lCcmJsCPPwItWgBJSdIgf9evy10VERHRaww3lGeWlsD27UD16sDDh0Dr1kBsrNxVERERSRhu6L04OAD79gElS0qjGLdpAyQkyF0VERERww3lg5sbsH+/9PXvv4HOnYFXr+SuioiIjB3DDeVLyZLSNA329sDRo0CvXkB6utxVERGRMWO4oXyrVg3YuROwsAB++QUYPZrTNBARkXwYbkgrmjcH1q+Xuot/9x0wa5bcFRERkbFiuCGt+eQTYPFiaXnq1NdTNhARERUmhhvSqhEjgC+/lJaHDgV+/VXeeoiIyPgw3JDWzZgBDBwIZGQAn34KHD8ud0VERGRMGG5I6xQKYPlyoGNHIDlZmlX8n3/kroqIiIwFww0VCDMzaebwhg2lwf3atJEG+yMiIipoDDdUYKytgd27gUqVgJgYoFUr4MEDuasiIiJDx3BDBcrRURrF2NcXuHFDmmiT0zQQEVFBYrihAufhARw8CLi6AufPS9M0JCfLXRURERkqhhsqFKVKAWFhr6dp6NEDSEuTuyoiIjJEDDdUaKpVA3btAiwtgR07gGHDOE0DERFpH8MNFaqmTYFNmwATE2D16tcD/hEREWkLww0Vui5dgBUrpOXgYGDhQnnrISIiw8JwQ7L47DMp2ADA2LHSpJtERETawHBDspk4ERgzRlru3x/Yu1feeoiIyDAw3JBsFArgm2+A3r2B9HTg44+BP/+UuyoiItJ3DDckKxMT4IcfgPbtgZcvgYAA4MIFuasiIiJ9xnBDsjM3B7ZsAerXB54+BVq3BqKj5a6KiIj0FcMN6QQbG2DPHqBiRWkeqg8+AOLi5K6KiIj0EcMN6QwnJ2keKh+f1/NQJSbKXRUREekbhhvSKZ6e0jxURYsC585xHioiIso7hhvSOaVLv56H6sgRoHt3zkNFRESaY7ghnVS9OvDrr9I8VDt3AoMHcx4qIiLSDMMN6axmzYDNmwFTU2DtWmD8eAYcIiJ6N4Yb0mmdOknj4ADAggWvp2wgIiLKCcMN6by+fV9Prvnll8CyZfLWQ0REuo3hhvRCYCAwZYq0/PnnQGiorOUQEZEOY7ghvfH118Dw4dJ1N717A7/9JndFRESkixhuSG8oFMCSJUCPHlLX8A8/5ESbRESUFcMN6RUTE2DdOqBdO2mizfbtgb//lrsqIiLSJQw3pHfMzYGtW4GGDYGEBGmizRs35K6KiIh0BcMN6SUbG2D3bqBKFeDBA2mizXv35K6KiIh0AcMN6S1HR2mizVKlgOhooFUr4PFjuasiIiK5MdyQXnNzkyba9PICLl2SrsVJSpK7KiIikhPDDek9X1/gwAHA2Rk4e1aaSfzVK7mrIiIiuTDckEEoX14a98bWFjh06HV3cSIiMj4MN2QwateWZhK3sAC2bweGDOFEm0RExojhhgxKixbS1AwmJsCaNcCECQw4RETGhuGGDE6XLsDq1dLyN98Ac+fKWw8RERUuhhsySP37A/PnS8uTJwMrV8pbDxERFR6GGzJYY8dKwQYAhg6VRjUmIiLDx3BDBm3WrNcXFvfsKXUZJyIiw8ZwQwZNoQC++w745BMgNVW6Huf0abmrIiKigsRwQwbP1BRYv16anuHFC2kU44sX5a6KiIgKCsMNGYXMsW/q1gXi46WgExUld1VERFQQGG7IaNjaAnv3AhUrAjEx0kzisbFyV0VERNrGcENGxdlZmknczw+4eRNo0wZ4+lTuqoiISJsYbsjoeHpKvabc3IC//wYCAqRrcYiIyDAw3JBRKlVKCjhKJfDnn8DHH0u9qYiISP8x3JDRqlxZugbH2hrYtw/o1w/IyJC7KiIiyi+GGzJqDRoA27YBZmbAzz8Do0Zxok0iIn3HcENGr21b4KefXg/4N22a3BUREVF+MNwQAejeHVi6VFr++mtg8WJ56yEiovfHcEP0/4YPl4INAIweLY1qTERE+ofhhugNU6ZIwQYA+vcHdu+Wtx4iIso7hhuiNygUwIIFQJ8+QHq6NOHmH3/IXRUREeUFww3RW0xMgNWrgQ4dgORk6WtkpNxVERGRpnQ63KSlpWHKlCnw8/ODtbU1SpQoga+//hoZbwxGIoTAtGnT4OnpCWtrazRt2hT//vuv2uu8evUKI0eORJEiRWBra4uOHTvi7t27am3i4+PRu3dvKJVKKJVK9O7dG085Lr/RMjcHNm8GGjUCEhOlaRpu3JC7KiIi0oROh5u5c+di+fLlWLp0KS5fvoyQkBDMmzcPS5YsUbUJCQnBggULsHTpUoSHh8Pd3R0ffPABnj17pmoTGBiIHTt2IDQ0FCdOnEBSUhICAgKQnp6uatOjRw9ERkYiLCwMYWFhiIyMRO/evQt1f0m3WFsDu3YBVaoADx5IM4nHxMhdFRERvZPQYe3btxcDBgxQW9e1a1fRq1cvIYQQGRkZwt3dXcyZM0f1eHJyslAqlWL58uVCCCGePn0qzM3NRWhoqKrNvXv3hImJiQgLCxNCCHHp0iUBQJw+fVrV5tSpUwKAuHLlisb1JiQkCAAiISEh7ztLOismRoiSJYUAhKhUSYgnT+SuiIjI8GjzM1Snj9w0bNgQhw4dwrVr1wAAf//9N06cOIF27doBAKKiohAbG4tWrVqpnmNpaYkmTZrg5MmTAICIiAikpqaqtfH09ETFihVVbU6dOgWlUok6deqo2tStWxdKpVLVJjuvXr1CYmKi2o0Mj7s7cPAg4OEBXLggXYPDiTaJiHSXToebiRMnonv37ihbtizMzc1RrVo1BAYGonv37gCA2NhYAICbm5va89zc3FSPxcbGwsLCAk5OTrm2cXV1zbJ9V1dXVZvsBAcHq67RUSqV8Pb2fv+dJZ3m5wfs3w84OnKiTSIiXafT4Wbz5s3YsGEDfv75Z5w7dw4//vgjvvnmG/z4449q7RQKhdp9IUSWdW97u0127d/1OpMnT0ZCQoLqdufOHU12i/RUpUrAnj2vJ9rs358TbRIR6SKdDjdffPEFJk2ahE8//RSVKlVC7969MWbMGAQHBwMA3N3dASDL0ZW4uDjV0Rx3d3ekpKQgPj4+1zYPHjzIsv2HDx9mOSr0JktLSzg4OKjdyLA1aAD88os00ebGjcCYMZxok4hI1+h0uHnx4gVMTNRLNDU1VXUF9/Pzg7u7Ow4ePKh6PCUlBceOHUP9+vUBADVq1IC5ublam5iYGFy8eFHVpl69ekhISMDZs2dVbc6cOYOEhARVG6JM7doB69ZJy4sXA7NmyVoOERG9xUzuAnLToUMHzJo1C8WLF0eFChVw/vx5LFiwAAMGDAAgnUoKDAzE7NmzUbp0aZQuXRqzZ8+GjY0NevToAQBQKpUYOHAgxo0bBxcXFzg7O2P8+PGoVKkSWrZsCQAoV64c2rRpg0GDBmHFihUAgMGDByMgIAD+/v7y7DzptJ49gcePpakapk4FXFyAYcPkroqIiADodlfwxMREMXr0aFG8eHFhZWUlSpQoIb788kvx6tUrVZuMjAwRFBQk3N3dhaWlpWjcuLG4cOGC2uu8fPlSjBgxQjg7Owtra2sREBAgbt++rdbm8ePHomfPnsLe3l7Y29uLnj17ivj4+DzVy67gxuerr6Qu4gqFEJs3y10NEZH+0uZnqEIIXjGgLYmJiVAqlUhISOD1N0ZCCGDECOD776VRjffskQb7IyKivNHmZ6hOX3NDpOsUCum6m27dpK7hXboAp0/LXRURkXFjuCHKJ1NT4KefpCM2L14A7dsDly7JXRURkfFiuCHSAgsLYPt2oE4d4MkTKejcuiV3VURExonhhkhLbG2BvXuB8uWBe/ekgPPwodxVEREZH4YbIi1ycQEOHACKFweuXQMCAoDnz+WuiojIuDDcEGmZl5c0D5WLC3D2LOehIiIqbAw3RAWgbNnX81D99hswaBCnaSAiKiwMN0QFpG5dYOtWqTfVjz8C//uf3BURERkHhhuiAtS+PbBqlbQ8Z440Jg4RERUshhuiAta//+vJNQMDgc2bZS2HiMjgMdwQFYLJk6VpGoQA+vQBDh+WuyIiIsPFcENUCBQKYNEi4KOPgJQUoHNnIDJS5qKIiAwUww1RITE1BdavB5o2BZ49A9q2BaKi5K6KiMjwMNwQFSIrK2DnTqByZSA2FmjdmqMYExFpG8MNUSFTKqWxb3x8gOvXpR5VSUlyV0VEZDgYbohk4On5ehTj8HDpWhyOYkxEpB0MN0Qy8feXJtq0sZGCzsCBHMWYiEgbGG6IZFSnzutRjNevByZNkrsiIiL9x3BDJLN27YDVq6XlkBCpyzgREb0/hhsiHdCvHxAcLC2PGQOEhspaDhGRXmO4IdIREycCo0ZJy336AIcOyVsPEZG+Yrgh0hEKBbBwIfDJJ1LPqS5dOIoxEdH7YLgh0iEmJsBPP6mPYhwdLXdVRET6heGGSMdYWgI7dgCVKkmjGLdpAzx+LHdVRET6g+GGSAc5OkqjGHt7A1evAh06AC9eyF0VEZF+YLgh0lFeXkBYGODkBJw6BXTvDqSlyV0VEZHuY7gh0mHlywO7dkkTbu7aBXz+OUcxJiJ6F4YbIh3XsCHw889Sb6qVK4EZM+SuiIhItzHcEOmBLl2ApUul5aAg4Icf5K2HiEiXMdwQ6Ynhw4H//U9aHjJEmnSTiIiyYrgh0iMzZ0pTNaSnAx9/DJw5I3dFRES6h+GGSI9kXnfTti3w8iXQvj1w7ZrcVRER6RaGGyI9Y24ObNkC1KwpDe7XurU02B8REUkYboj0kJ2ddM1NyZLS9Azt2knTNRAREcMNkd5ydQX27weKFgXOnwc+/BBISZG7KiIi+THcEOmxkiWBffsAW1vg4EFg4EAgI0PuqoiI5MVwQ6TnatYEfvkFMDMDNmwAJk+WuyIiInkx3BAZgDZtgNWrpeWQEGDRIlnLISKSFcMNkYHo2xcIDpaWx4wBNm6Utx4iIrkw3BAZkIkTgdGjpeV+/aQLjomIjA3DDZEBUSiABQuA7t2BtDSpB9XZs3JXRURUuBhuiAyMiQmwbh3QqhXw/Lk0Bs6VK3JXRURUeBhuiAyQhQWwbRtQq9brUYzv3ZO7KiKiwsFwQ2SgMkcxLlMGuH1b6lEVHy93VUREBY/hhsiAFS0qXVTs6QlcvAh06AC8eCF3VUREBYvhhsjA+foCYWGAUgn8+Sfw6afSxcZERIaK4YbICFSqBOzeDVhZSV+HDAGEkLsqIqKCwXBDZCQaNQI2b5Z6U61ZA/zvf3JXRERUMBhuiIxIx47AypXS8pw5nKaBiAwTww2RkRk4EJg1S1oeMwb4+Wd56yEi0jaGGyIjNHkyMGqUtNy3L6dpICLDwnBDZIQUCmDhQk7TQESGieGGyEhlTtPwwQevp2m4elXuqoiI8o/hhsiIZU7TULOmNE1Dq1acpoGI9B/DDZGRs7cH9u0DSpeWpmlo1w5ITJS7KiKi98dwQ0SqaRrc3IB//gG6dgVSUuSuiojo/TDcEBEAwM9PmmjT1hY4dEjqMs5RjIlIHzHcEJFKjRrA1q2AqSmwYQPw5ZdyV0RElHcMN0Skpm1bYNUqaTk4GFi2TN56iIjyiuGGiLLo3x+YPl1aHjEC+PVXeeshIsoLhhsiytbUqcBnnwEZGcCnnwKnTsldERGRZhhuiChbCoV0SqpdOyA5GejQAbh2Te6qiIjejeGGiHJkZgZs3vx6kL82bYAHD+Suiogodww3RJQrOztgzx6gRAkgKgpo3x5ISpK7KiKinDHcENE7ubkBv/0GuLgAERFAt27ShJtERLqI4YaINFKmjHQEx9pamq5h6FAO8kdEuonhhog0VrcuEBoqzSj+ww/AjBlyV0RElBXDDRHlSceOwNKl0nJQELBmjbz1EBG9jeGGiPJs2DBg8mRpefBg6XocIiJdwXBDRO9l1iygd28gPR34+GPpQmMiIl3AcENE70WhAFavBlq2BJ4/l7qIR0XJXRUREcMNEeWDhQWwbRtQpYo0uF/79sDTp3JXRUTGjuGGiPLFwQHYuxfw8gIuXwY+/BBISZG7KiIyZgw3RJRvXl7SGDh2dsDhwxwDh4jkxXBDRFpRtao0D5WJCbB2LRAcLHdFRGSsGG6ISGvatQOWLJGWv/wS2LRJ3nqIyDgx3BCRVg0fDowdKy336wecOCFrOURkhBhuiEjrQkKALl2kC4s7dwZu3JC7IiIyJgw3RKR1pqbAhg1ArVrA48fS6arHj+WuioiMBcMNERUIGxtg1y7Axwe4fl06kvPqldxVEZExYLghogLj7i6NgePgABw/DgwYwC7iRFTwGG6IqEBVqCCNYmxmBvz8szSTOBFRQWK4IaIC17IlsHy5tDxjBvDjj/LWQ0SGjeGGiArFwIHA5MnS8qBBwJEj8tZDRIaL4YaICs3MmUC3bkBqKtC1qzQXFRGRtjHcEFGhMTEB1q0D6teXZg9v3x6Ii5O7KiIyNAw3RFSorKyAnTuBkiWBqCigY0fg5Uu5qyIiQ8JwQ0SFrmhRqYu4kxNw5gzQty+QkSF3VURkKBhuiEgW/v7SERxzc2DrVmDaNLkrIiJDwXBDRLJp3BhYuVJanjFDGgeHiCi/GG6ISFb9+gETJkjLAwYAp07JWg4RGQCGGyKSXXAw0KmTNPdU587ArVtyV0RE+ozhhohkZ2IizSJepYrUNbxDB+DZM7mrIiJ9xXBDRDrBzg7YvRtwcwMuXAB69ADS0+Wuioj0EcMNEekMb2/g118BS0tgzx5g0iS5KyIifcRwQ0Q6pU4daRRjAPjmG+CHH2Qth4j0EMMNEemcTz8FgoKk5aFDgWPH5K2HiPQLww0R6aSgIGmSzbQ0aZLNGzfkroiI9AXDDRHpJIUCWLsWqF0bePJE6kH19KncVRGRPmC4ISKdZW0tTdFQrBhw5QrwySfSkRwiotww3BCRTvPwkLqI29oCBw8CgYFyV0REuk7nw829e/fQq1cvuLi4wMbGBlWrVkVERITqcSEEpk2bBk9PT1hbW6Np06b4999/1V7j1atXGDlyJIoUKQJbW1t07NgRd+/eVWsTHx+P3r17Q6lUQqlUonfv3njKY+BEOqFqVWDjRulU1XffSTciopzodLiJj49HgwYNYG5ujt9++w2XLl3C/Pnz4ejoqGoTEhKCBQsWYOnSpQgPD4e7uzs++OADPHtjeNPAwEDs2LEDoaGhOHHiBJKSkhAQEID0N0YI69GjByIjIxEWFoawsDBERkaid+/ehbm7RJSLTp2AOXOk5dGjgQMH5K2HiHSY0GETJ04UDRs2zPHxjIwM4e7uLubMmaNal5ycLJRKpVi+fLkQQoinT58Kc3NzERoaqmpz7949YWJiIsLCwoQQQly6dEkAEKdPn1a1OXXqlAAgrly5onG9CQkJAoBISEjQ+DlEpLmMDCH69RMCEMLBQYhLl+SuiIi0RZufoTp95GbXrl2oWbMmPv74Y7i6uqJatWpYtWqV6vGoqCjExsaiVatWqnWWlpZo0qQJTp48CQCIiIhAamqqWhtPT09UrFhR1ebUqVNQKpWoU6eOqk3dunWhVCpVbbLz6tUrJCYmqt2IqOAoFMDy5UCjRkBiotSD6vFjuasiIl2j0+Hmv//+w7Jly1C6dGns378fQ4cOxahRo/DTTz8BAGJjYwEAbm5uas9zc3NTPRYbGwsLCws4OTnl2sbV1TXL9l1dXVVtshMcHKy6RkepVMLb2/v9d5aINGJpCWzfDvj6AjdvSj2oUlPlroqIdIlOh5uMjAxUr14ds2fPRrVq1TBkyBAMGjQIy5YtU2unUCjU7gshsqx729ttsmv/rteZPHkyEhISVLc7d+5osltElE9FigC7dkmTbR4+DIwdK3dFRKRLdDrceHh4oHz58mrrypUrh9u3bwMA3N3dASDL0ZW4uDjV0Rx3d3ekpKQgPj4+1zYPHjzIsv2HDx9mOSr0JktLSzg4OKjdiKhwVKoEbNggLS9dCqxcKW89RKQ7dDrcNGjQAFevXlVbd+3aNfj4+AAA/Pz84O7ujoMHD6oeT0lJwbFjx1C/fn0AQI0aNWBubq7WJiYmBhcvXlS1qVevHhISEnD27FlVmzNnziAhIUHVhoh0T6dOwMyZ0vLnnwN//CFvPUSkI/J9SXIBOnv2rDAzMxOzZs0S169fFxs3bhQ2NjZiw4YNqjZz5swRSqVSbN++XVy4cEF0795deHh4iMTERFWboUOHimLFionff/9dnDt3TjRv3lxUqVJFpKWlqdq0adNGVK5cWZw6dUqcOnVKVKpUSQQEBOSpXvaWIip8GRlCdOsm9aAqUkSIqCi5KyKi96HNz1CdDjdCCLF7925RsWJFYWlpKcqWLStWrlyp9nhGRoYICgoS7u7uwtLSUjRu3FhcuHBBrc3Lly/FiBEjhLOzs7C2thYBAQHi9u3bam0eP34sevbsKezt7YW9vb3o2bOniI+Pz1OtDDdE8nj+XIjq1aWAU7myEM+eyV0REeWVNj9DFUIIIe+xI8ORmJgIpVKJhIQEXn9DVMju3AFq1QIePAC6dAF++QUw0ekT70T0Jm1+hvJXn4gMgrc3sGMHYGEhfZ02Te6KiEguDDdEZDDq1Xvda2rGDGDLFnnrISJ5MNwQkUHp2/f1uDf9+gHnzslaDhHJgOGGiAxOSAjQpg3w8qXUXTwuTu6KiKgwMdwQkcExNQU2bQLKlAHu3uUUDUTGhuGGiAySoyOwc6c0RcOxY8CECXJXRESFheGGiAxWuXLA/8+zi0WLXk/XQESGjeGGiAxaly7Al19Ky4MGAefPy1sPERU8hhsiMnjTpwNt2wLJyVLYefRI7oqIqCAx3BCRwTM1BTZuBEqWBG7dAj79FEhLk7sqIiooeQo3V69exbRp09CiRQuULFkSHh4eqFy5Mvr27Yuff/4Zr169Kqg6iYjyxclJusDY1hY4dAiYPFnuioiooGg0t9T58+cxYcIEHD9+HPXr10ft2rXh5eUFa2trPHnyBBcvXsTx48eRmJiICRMmIDAwEJaWloVRv07h3FJEum/rVqlrOCB1F//0U3nrISKJNj9DNQo3Pj4++OKLL9CjRw84Ozvn2O7UqVNYuHAhqlativ/973/5KkwfMdwQ6YdJk4C5cwFra+D0aaByZbkrIqJCDzcpKSmwsLDQ+EXz2t5QMNwQ6Yf0dKBdO+DAAaBECSA8HMjl/zYiKgSFPit4XoOKMQYbItIfmSMY+/kB//0H9OghBR4iMgxm7/Oks2fP4ujRo4iLi0NGRobaYwsWLNBKYUREBcnZGdixQ5pJfP9+qbv411/LXRURaUOew83s2bMxZcoU+Pv7w83NDQqFQvXYm8tERLquShVg5Uqgd29gxgygdm0gIEDuqogovzS65uZNbm5umDt3Lvr161dAJekvXnNDpJ9GjgSWLpXmo4qIkK7DIaLCVejX3Kg9wcQEDRo0yNdGiYh0yfz50umpp0+Brl2BFy/kroiI8iPP4WbMmDH47rvvCqIWIiJZWFgAW7YArq7A338Dw4YBeTumTUS6JM+npTIyMtC+fXtcu3YN5cuXh7m5udrj27dv12qB+oSnpYj025EjQMuWQEYGsGwZMHSo3BURGQ9ZT0uNHDkSR44cQZkyZeDi4gKlUql2IyLSV82aAXPmSMujRgFnzshbDxG9nzwfubG3t0doaCjat29fUDXpLR65IdJ/QgAffQRs3w4UKwacOwcULSp3VUSGT9YjN87OzihZsmS+NkpEpKsUCmDtWsDfH7h7F+jenQP8EembPIebadOmISgoCC/YnYCIDJSDA7Bt2+sZxKdOlbsiIsqLPJ+WqlatGm7evAkhBHx9fbNcUHzu3DmtFqhPeFqKyLBs3vx61vCdO4FOnWQth8igafMzNM8jFHfu3DlfGyQi0hfdukmzhi9aBPTpA/z1F1C6tNxVEdG75PnIDeWMR26IDE9qKtC8OXDiBFCpEnDqlHS6ioi0S9YLijXBvEREhsLcXBrgz90duHABGDKEA/wR6TqNwk25cuXw888/IyUlJdd2169fx7BhwzB37lytFEdEpAs8PKSAY2oKbNwIfP+93BURUW40Oi11+PBhTJw4ETdu3ECrVq1Qs2ZNeHp6wsrKCvHx8bh06RJOnDiBS5cuYcSIEfjf//5nlKdleFqKyLAtXAiMHSsdzTl2TJqPioi0Q5ufoXm65ubkyZPYvHkz/vjjD0RHR+Ply5coUqQIqlWrhtatW6NXr15wdHTMV0H6jOGGyLAJIfWe2rIF8PSUBvhzc5O7KiLDIFu4odwx3BAZvmfPgDp1gMuXgaZNgYMHAbM89zslorfp/AXFRESGyt5emprBzg44ehT48ku5KyKitzHcEBHlUdmy0hQNABASIoUdItIdDDdERO/ho4+AceOk5X79gKtXZS2HiN7AcENE9J7mzAEaN5auw+naFUhKkrsiIgIYboiI3puZmTT/lIcHcOkSMHgwB/gj0gXvFW5u3ryJKVOmoHv37oiLiwMAhIWF4d9//9VqcUREus7d/fUAf5s2AcuXy10REeU53Bw7dgyVKlXCmTNnsH37diT9/3HYf/75B0FBQVovkIhI1zVsCGQOzB4YCISHy1oOkdHLc7iZNGkSZs6ciYMHD8LCwkK1vlmzZjh16pRWiyMi0hdjxwKdOwMpKcDHHwNPnshdEZHxynO4uXDhArp06ZJlfdGiRfH48WOtFEVEpG8UCql7eMmSwK1bQJ8+QEaG3FURGac8hxtHR0fExMRkWX/+/Hl4eXlppSgiIn3k6Aj88gtgaQns3fv6VBURFa48h5sePXpg4sSJiI2NhUKhQEZGBv7880+MHz8effr0KYgaiYj0RtWqwHffSctTpgBHjshaDpFRynO4mTVrFooXLw4vLy8kJSWhfPnyaNy4MerXr48pU6YURI1ERHplwABpYL+MDGmizfv35a6IyLi898SZN2/exPnz55GRkYFq1aqhdOnS2q5N73DiTCLK9OIFULcucOEC0KgRcPgwJ9gkyg1nBddRDDdE9KZr14CaNaURjCdM4DU4RLnR5meoRv9HjB07VuMXXLBgwXsXQ0RkSMqUAdaskbqGh4QA9esDnTrJXRWR4dMo3Jw/f17tfkREBNLT0+Hv7w8AuHbtGkxNTVGjRg3tV0hEpMc++kga2G/RIqBvX+D8ecDPT+6qiAybRuHmyBuX+y9YsAD29vb48ccf4eTkBACIj49H//790ahRo4KpkohIj82dC5w+Ld26dQNOnADeGAOViLQsz9fceHl54cCBA6hQoYLa+osXL6JVq1a4b8TdAnjNDRHl5NYtoFo1ID4eGDMG4Bl8InXa/AzNc1fwxMREPHjwIMv6uLg4PHv2LF/FEBEZKh8faQRjAFi4EPj1V3nrITJkeQ43Xbp0Qf/+/fHLL7/g7t27uHv3Ln755RcMHDgQXbt2LYgaiYgMQqdO0lEbQBoH59YtWcshMlh5Pi314sULjB8/HmvWrEFqaioAwMzMDAMHDsS8efNga2tbIIXqA56WIqJ3SUmRxr05e1YaB+ePPwBzc7mrIpKfToxz8/z5c9y8eRNCCJQqVcqoQ00mhhsi0kRUFFC9OvD0KTB+PDBvntwVEclPJ8INZcVwQ0Sa2rkT6NJFWt69GwgIkLUcItkV+iB+b2rWrBkUCkWOjx8+fDhfBRERGYPOnYFRo4DFi6XxbyIjAW9vuasiMgx5DjdVq1ZVu5+amorIyEhcvHgRffv21VZdREQGLyQEOHkS+OsvaYLNo0d5/Q2RNuQ53CxcuDDb9dOmTUNSUlK+CyIiMhaWlsDmzdL4NydPAlOmcP4pIm3Ic1fwnPTq1Qtr1qzR1ssRERmFEiWk+acA6UjOb7/JWw+RIdBauDl16hSsrKy09XJEREbjww+BESOk5T59gHv35K2HSN/l+bTU2wP1CSEQExODv/76C1OnTtVaYURExmTePGnOqchIoGdP4NAhwNRU7qqI9FOej9w4ODhAqVSqbs7OzmjatCn27duHoKCggqiRiMjgWVlJ19/Y2QHHjgEzZshdEZH+4jg3WsRxbogovzZuBHr1AhQK6ehNs2ZyV0RUOGSdOLNEiRJ4/PhxlvVPnz5FiRIl8lUMEZGx69kTGDAAEEJajouTuyIi/ZPncBMdHY309PQs61+9eoV7vAqOiCjfFi8GypUDYmKkAf4yMuSuiEi/aHxB8a5du1TL+/fvh1KpVN1PT0/HoUOH4Ovrq9XiiIiMka0tsGULUKsWEBYGzJ8PfPGF3FUR6Q+Nr7kxMZEO8igUCrz9FHNzc/j6+mL+/PkIMOIJUnjNDRFp06pVwODBgJkZcPy4NIs4kaGSZW6pjP8/Lurn54fw8HAUKVIkXxsmIqLcffaZdFHx5s3S9AznzwNOTnJXRaT78nzNTVRUFIMNEVEhUCiAlSulUYxv3QIGDpQuNCai3Gl05Gbx4sUYPHgwrKyssHjx4lzbjho1SiuFERER4OAgHbmpXx/YsQP4/nvg88/lropIt2l0zY2fnx/++usvuLi4wM/PL+cXUyjw33//abVAfcJrboiooCxaBIwZI022eeYMUKWK3BURaZc2P0M5iJ8WMdwQUUERAujQAdi7FyhbFvjrL6lXFZGhkHUQv6+//hovXrzIsv7ly5f4+uuv81UMERFlT6EA1q4FPDyAK1eAwEC5KyLSXXk+cmNqaoqYmBi4urqqrX/8+DFcXV2zHeDPWPDIDREVtMOHgZYtpSM5W7cCH30kd0VE2iHrkRshBBQKRZb1f//9N5ydnfNVDBER5a55c2DiRGl50CDgzh156yHSRRqPc+Pk5ASFQgGFQoEyZcqoBZz09HQkJSVh6NChBVIkERG99vXX0vg34eHSJJuHDwOmpnJXRaQ7NA43ixYtghACAwYMwPTp09WmX7CwsICvry/q1atXIEUSEdFr5ubApk1A1arAH38AwcHAlClyV0WkO/J8zc2xY8dQv359mJubF1RNeovX3BBRYVq/HujTRzpqc/w4wP8vSZ8VelfwxMREjV/QmD/UGW6IqDAJIZ2W+vlnwNcXiIwE3jioTqRXCn1uKUdHx2wvIn5T5oXGxtxbioioMCkU0ojFp04BUVHAsGHAxo3SeiJjplG4OXLkSEHXQURE70GplI7cNGwoXYfTujXQt6/cVRHJS6sjFEdGRqJq1araejm9w9NSRCSXWbOki4rt7KTTUyVLyl0RUd7IOs7N2xISEvD999+jevXqqFGjRn5fjoiI3sOkSUDjxkBSEtCzJ5CaKndFRPJ573Bz+PBh9OrVCx4eHliyZAnatWuHv/76S5u1ERGRhkxNpd5TSqU0sebMmXJXRCSfPIWbu3fvYubMmShRogS6d+8OJycnpKamYtu2bZg5cyaqVatWUHUSEdE7FC8OrFghLc+cCfz5p7z1EMlF43DTrl07lC9fHpcuXcKSJUtw//59LFmypCBrIyKiPOrWTRr7JiNDOj2VkCB3RUSFT+Nwc+DAAXz22WeYPn062rdvD1OO9U1EpJOWLAFKlABu3QI+/1zuaogKn8bh5vjx43j27Blq1qyJOnXqYOnSpXj48GFB1kZERO/BwQHYsEG6DmfjRulGZEw0Djf16tXDqlWrEBMTgyFDhiA0NBReXl7IyMjAwYMH8ezZs4Ksk4iI8qBePeCrr6Tl4cOB6GhZyyEqVPka5+bq1av44YcfsH79ejx9+hQffPABdu3apc369ArHuSEiXZKWBjRpApw8CTRoABw7xtnDSXfpzDg3/v7+CAkJwd27d7Fp06Z8FUJERNplZiadnrK3l3pOzZkjd0VEhUOrIxQbOx65ISJdlDl7uJmZdBSnVi25KyLKSmeO3BARke7r1Qv45BPpNFXPnsDz53JXRFSwGG6IiAycQgEsXw4UKwZcvw6MHSt3RUQFi+GGiMgIODkBP/4oBZ2VK4Fff5W7IqKCw3BDRGQkmjcHxo2Tlj/7DIiNlbceooLCcENEZERmzgSqVAEePQL69wfYpYQMEcMNEZERsbSURiy2sgLCwoDvvpO7IiLtY7ghIjIyFSoAISHS8oQJwNWr8tZDpG0MN0RERujzz4GWLYGXL4HevYHUVLkrItIevQo3wcHBUCgUCAwMVK0TQmDatGnw9PSEtbU1mjZtin///Vftea9evcLIkSNRpEgR2NraomPHjrh7965am/j4ePTu3RtKpRJKpRK9e/fG06dPC2GviIgKn4kJsHYt4OgIhIcDs2fLXRGR9uhNuAkPD8fKlStRuXJltfUhISFYsGABli5divDwcLi7u+ODDz5Qm8gzMDAQO3bsQGhoKE6cOIGkpCQEBAQgPT1d1aZHjx6IjIxEWFgYwsLCEBkZid69exfa/hERFbZixV5fczNjhhRyiAyC0APPnj0TpUuXFgcPHhRNmjQRo0ePFkIIkZGRIdzd3cWcOXNUbZOTk4VSqRTLly8XQgjx9OlTYW5uLkJDQ1Vt7t27J0xMTERYWJgQQohLly4JAOL06dOqNqdOnRIAxJUrVzSuMyEhQQAQCQkJ+dldIqJCk5EhxCefCAEI4e8vxPPncldExkqbn6F6ceTm888/R/v27dGyZUu19VFRUYiNjUWrVq1U6ywtLdGkSROcPHkSABAREYHU1FS1Np6enqhYsaKqzalTp6BUKlGnTh1Vm7p160KpVKraZOfVq1dITExUuxER6ROFAli2DPDwkC4snjRJ7oqI8k/nw01oaCjOnTuH4ODgLI/F/v8IVG5ubmrr3dzcVI/FxsbCwsICTk5OubZxdXXN8vqurq6qNtkJDg5WXaOjVCrh7e2dt50jItIBzs7AmjXS8pIlwMGD8tZDlF86HW7u3LmD0aNHY8OGDbCyssqxnUKhULsvhMiy7m1vt8mu/bteZ/LkyUhISFDd7ty5k+s2iYh0VZs2wLBh0nL//kB8vLz1EOWHToebiIgIxMXFoUaNGjAzM4OZmRmOHTuGxYsXw8zMTHXE5u2jK3FxcarH3N3dkZKSgvi3flPfbvPgwYMs23/48GGWo0JvsrS0hIODg9qNiEhfzZsHlC4N3LsHjBoldzVE70+nw02LFi1w4cIFREZGqm41a9ZEz549ERkZiRIlSsDd3R0H3ziGmpKSgmPHjqF+/foAgBo1asDc3FytTUxMDC5evKhqU69ePSQkJODs2bOqNmfOnEFCQoKqDRGRobO1BX76SeomvmEDsHOn3BURvR8zuQvIjb29PSpWrKi2ztbWFi4uLqr1gYGBmD17NkqXLo3SpUtj9uzZsLGxQY8ePQAASqUSAwcOxLhx4+Di4gJnZ2eMHz8elSpVUl2gXK5cObRp0waDBg3CihUrAACDBw9GQEAA/P39C3GPiYjkVbcu8MUXwNy5wJAhQMOGQJEicldFlDc6HW40MWHCBLx8+RLDhw9HfHw86tSpgwMHDsDe3l7VZuHChTAzM8Mnn3yCly9fokWLFli3bh1MTU1VbTZu3IhRo0apelV17NgRS5cuLfT9ISKS2/TpwJ49wL//AsOHA1u2yF0RUd4ohOCcsNqSmJgIpVKJhIQEXn9DRHotIgKoUwdITwdCQ4Fu3eSuiAydNj9DdfqaGyIikkeNGsCUKdLy8OFALqNiEOkchhsiIsrWl18C1aoBT55I19/wOD/pC4YbIiLKlrk58OOP0tddu4D16+WuiEgzDDdERJSjSpWkC4wBaeybe/fkrYdIEww3RESUqy++kC4uTkgABg/m6SnSfQw3RESUKzMzYO1awNIS2LdPGuiPSJcx3BAR0TuVK/f69NTo0Tw9RbqN4YaIiDQybhxQu7Z0eoq9p0iXMdwQEZFGMk9PWVgAe/ey9xTpLoYbIiLSWPny6qen7t+Xtx6i7DDcEBFRnowfD9SqBTx9ytNTpJsYboiIKE/ePD21Zw9PT5HuYbghIqI8q1ABmDZNWg4M5NxTpFsYboiI6L188QVQvToQHw+MGCF3NUSvMdwQEdF7MTMD1qyRvm7bJt2IdAHDDRERvbcqVYBJk6Tlzz8HHj+Wtx4igOGGiIjyacoUqYv4gwfAmDFyV0PEcENERPlkaSmdnjIxkXpO7dsnd0Vk7BhuiIgo3+rUkXpNAdLYN4mJspZDRo7hhoiItGLGDKBkSeDuXWDiRLmrIWPGcENERFphYwOsXi0tL18O/PGHvPWQ8WK4ISIirWnaFBg8WFoePBh49UrWcshIMdwQEZFWzZ0LuLsDV68Cs2fLXQ0ZI4YbIiLSKkdHYMkSaTk4GLh0SdZyyAgx3BARkdZ9+CHQoQOQmiqdnsrIkLsiMiYMN0REpHUKBfDdd4CdHfDnn8DKlXJXRMaE4YaIiAqEtzcwa5a0PGkSEBMjbz1kPBhuiIiowHz+OVCzJpCQ8HqQP6KCxnBDREQFxtRUOiVlagps2cKpGahwMNwQEVGBqlbt9VGb4cOB589lLYeMAMMNEREVuGnTgOLFgVu3gOnT5a6GDB3DDRERFTg7O6n3FAAsWAD8/be89ZBhY7ghIqJCERAgjX+Tng4MG8axb6jgMNwQEVGh+fZb6SjOqVPADz/IXQ0ZKoYbIiIqNF5ewIwZ0vLEiUBcnLz1kGFiuCEiokI1YgRQtSoQHw988YXc1ZAhYrghIqJCZWYGLF8uTdHw00/AkSNyV0SGhuGGiIgKXZ06wNCh0vLnnwMpKfLWQ4aF4YaIiGQxezZQtChw+TKwaJHc1ZAhYbghIiJZODoC8+ZJy19/Ddy5I2s5ZEAYboiISDZ9+gANG0pTMowdK3c1ZCgYboiISDYKhTRysakp8MsvwIEDcldEhoDhhoiIZFW5MjBypLQ8YgTw6pW89ZD+Y7ghIiLZTZ8OuLsD168DixfLXQ3pO4YbIiKSnYMDMGeOtDxjBvDggbz1kH5juCEiIp3QuzdQqxbw7Bnw5ZdyV0P6jOGGiIh0gomJNLEmAKxZA0REyFsP6S+GGyIi0hn16gE9ewJCAKNHS1+J8orhhoiIdMqcOYCNDfDnn8DmzXJXQ/qI4YaIiHRKsWLApEnS8oQJwIsX8tZD+ofhhoiIdM748YC3tzQlw/z5cldD+obhhoiIdI61NRASIi3PmQPcuydvPaRfGG6IiEgndesGNGggnZbKPE1FpAmGGyIi0kkKBbBokbS8YQNw+rSs5ZAeYbghIiKdVbMm0LevtDxmDLuGk2YYboiISKfNng3Y2kpHbkJD5a6G9AHDDRER6TRPT2DiRGl54kTg5Ut56yHdx3BDREQ6b9w4dg0nzTHcEBGRzrOxeT1r+Jw5wP378tZDuo3hhoiI9EL37kCdOsDz58CUKXJXQ7qM4YaIiPTCm13D160DIiNlLIZ0GsMNERHpjbp1pcH9hJCmaGDXcMoOww0REemV4GDAwgI4dAjYt0/uakgXMdwQEZFe8fMDAgOl5fHjgdRUWcshHcRwQ0REeud//wOKFAGuXAFWrZK7GtI1DDdERKR3lEpg2jRpedo0IDFRzmpI1zDcEBGRXho8GChTBnj4EPjmG7mrIV3CcENERHrJ3FyadwqQRi2OiZG3HtIdDDdERKS3unaVuoe/ePH6NBURww0REekthQIICZGWf/hBusCYiOGGiIj0WqNGQMeOQHo6MGmS3NWQLmC4ISIivRccDJiYAL/+Cpw8KXc1JDeGGyIi0nvlywP9+0vLEydyWgZjx3BDREQGYdo0wMoKOHEC2LtX7mpITgw3RERkEIoVA0aNkpYnTZKuwSHjxHBDREQGY9IkwNER+PdfYMMGuashuTDcEBGRwXBykuadAoCpU4HkZHnrIXkw3BARkUEZMUI6RXXnDrBsmdzVkBwYboiIyKBYW78erXjWLCAhQdZySAYMN0REZHD69gXKlgUeP+akmsaI4YaIiAyOmZl01AYAFiwAHjyQtx4qXAw3RERkkLp0AWrXlibVzAw6ZBwYboiIyCApFNK0DACwfDkQHS1rOVSIGG6IiMhgNW8OtGwJpKa+vsiYDB/DDRERGbTZs6Wv69cDly7JWwsVDoYbIiIyaLVqAV27AhkZPHpjLBhuiIjI4E2fLl2Ds3Ur8M8/cldDBY3hhoiIDF7FisAnn0jLPHpj+BhuiIjIKAQFSUdvduwAzp2TuxoqSAw3RERkFMqVA3r0kJaDguSthQoWww0RERmNr74CTEyAPXuA8+flroYKCsMNEREZjTJlgE8/lZY5arHhYrghIiKj8r//SV+3bQP+/VfeWqhgMNwQEZFRqVBBGvcGeD09AxkWhhsiIjI6X34pfd20CbhxQ95aSPsYboiIyOhUrw60ayeNWjx3rtzVkLYx3BARkVHKPHrz44/AnTvy1kLaxXBDRERGqX59oGlTacbwefPkroa0ieGGiIiM1pQp0tdVq4AHD+SthbSH4YaIiIxW8+ZAnTpAcjKwcKHc1ZC2MNwQEZHRUiheX3vz3XfAkyfy1kPaodPhJjg4GLVq1YK9vT1cXV3RuXNnXL16Va2NEALTpk2Dp6cnrK2t0bRpU/z71qhMr169wsiRI1GkSBHY2tqiY8eOuHv3rlqb+Ph49O7dG0qlEkqlEr1798bTp08LeheJiEhmAQFA5cpAUhKwZInc1ZA26HS4OXbsGD7//HOcPn0aBw8eRFpaGlq1aoXnz5+r2oSEhGDBggVYunQpwsPD4e7ujg8++ADPnj1TtQkMDMSOHTsQGhqKEydOICkpCQEBAUhPT1e16dGjByIjIxEWFoawsDBERkaid+/ehbq/RERU+N48evPtt8AbHx+kr4QeiYuLEwDEsWPHhBBCZGRkCHd3dzFnzhxVm+TkZKFUKsXy5cuFEEI8ffpUmJubi9DQUFWbe/fuCRMTExEWFiaEEOLSpUsCgDh9+rSqzalTpwQAceXKFY3rS0hIEABEQkJCvvaTiIgKV1qaEP7+QgBChITIXY1x0uZnqE4fuXlbQkICAMDZ2RkAEBUVhdjYWLRq1UrVxtLSEk2aNMHJkycBABEREUhNTVVr4+npiYoVK6ranDp1CkqlEnXq1FG1qVu3LpRKpapNdl69eoXExES1GxER6R9TU2DSJGl5/nzg5Ut566H80ZtwI4TA2LFj0bBhQ1SsWBEAEBsbCwBwc3NTa+vm5qZ6LDY2FhYWFnBycsq1jaura5Zturq6qtpkJzg4WHWNjlKphLe39/vvIBERyapnT8DHR+oSvmaN3NVQfuhNuBkxYgT++ecfbNq0KctjCoVC7b4QIsu6t73dJrv273qdyZMnIyEhQXW7wyEuiYj0lrk5MGGCtBwSIg3uR/pJL8LNyJEjsWvXLhw5cgTFihVTrXd3dweALEdX4uLiVEdz3N3dkZKSgvj4+FzbPMhm9KaHDx9mOSr0JktLSzg4OKjdiIhIfw0YALi5AbdvAxs3yl0NvS+dDjdCCIwYMQLbt2/H4cOH4efnp/a4n58f3N3dcfDgQdW6lJQUHDt2DPXr1wcA1KhRA+bm5mptYmJicPHiRVWbevXqISEhAWfPnlW1OXPmDBISElRtiIjI8FlZAePGSctz5gBvdKolPaIQQgi5i8jJ8OHD8fPPP+PXX3+Fv7+/ar1SqYS1tTUAYO7cuQgODsbatWtRunRpzJ49G0ePHsXVq1dhb28PABg2bBj27NmDdevWwdnZGePHj8fjx48REREBU1NTAEDbtm1x//59rFixAgAwePBg+Pj4YPfu3RrXm5iYCKVSiYSEBB7FISLSU8+eSdfexMcDW7YAH38sd0XGQaufofnub1WAAGR7W7t2rapNRkaGCAoKEu7u7sLS0lI0btxYXLhwQe11Xr58KUaMGCGcnZ2FtbW1CAgIELdv31Zr8/jxY9GzZ09hb28v7O3tRc+ePUV8fHye6mVXcCIiwxAUJHULr1pViIwMuasxDtr8DNXpIzf6hkduiIgMw+PH0tGb58+BsDCgdWu5KzJ82vwM1elrboiIiOTg4gIMHiwtz5kjby2Udww3RERE2RgzBjAzA44eBc6ckbsayguGGyIiomx4ewO9eknLc+fKWwvlDcMNERFRDjIH9duxA7h8Wd5aSHMMN0RERDkoVw7o1ElaDgmRtxbSHMMNERFRLiZPlr5u2CCNXEy6j+GGiIgoF3XqAM2bA2lpwDffyF0NaYLhhoiI6B0yj96sXg08eiRvLfRuDDdERETv0KIFUL068PIlsHSp3NXQuzDcEBERvYNCAUycKC0vXSqNXEy6i+GGiIhIA127AiVKSFMz/PCD3NVQbhhuiIiINGBmBowfLy3Pnw+kpspbD+WM4YaIiEhD/foBrq5Sl/DNm+WuhnLCcENERKQha2sgMFBanjsXyMiQtRzKAcMNERFRHgwbBtjbAxcvAvv2yV0NZYfhhoiIKA8cHaWAAwDBwYAQspZD2WC4ISIiyqMxYwBLS+DkSeD4cbmrobcx3BAREeWRuzvQv7+0PHu2vLVQVgw3RERE72HCBMDUFNi/HwgPl7saehPDDRER0Xvw8wN69pSWefRGtzDcEBERvafJk6WpGXbuBC5ckLsaysRwQ0RE9J7KlgU+/lha5tEb3cFwQ0RElA9ffil93bwZuHpV3lpIwnBDRESUD5UrAx07SuPdBAfLXQ0BDDdERET5lnn0ZsMGICpK3lqI4YaIiCjfatcGWrUC0tN59EYXMNwQERFpwVdfSV/XrZNmDSf5MNwQERFpQYMGQLNmQGoqe07JjeGGiIhIS6ZNk77+8AOvvZETww0REZGWNG4MtGwJpKUBM2bIXY3xYrghIiLSosxQ89NPHPdGLgw3REREWlS3LtChg9Rz6n//k7sa48RwQ0REpGWzZwMmJsD27cCpU3JXY3wYboiIiLSsYkWgb19pecIEafRiKjwMN0RERAXg668BKyvgxAlgxw65qzEuDDdEREQFoFgxYPx4aXnCBODVK3nrMSYMN0RERAVk4kTA3R24eRNYulTuaowHww0REVEBsbMDZs2Slr/+GoiLk7ceY8FwQ0REVID69gWqVwcSE4GpU+Wuxjgw3BARERUgU1Pg22+l5VWrgPPn5a3HGDDcEBERFbCGDYHu3aUu4SNHsmt4QWO4ISIiKgQhIYCNDfDnn8CGDXJXY9gYboiIiApBsWLAlCnS8hdfAE+fylqOQWO4ISIiKiTjxgFlywIPHrwOOqR9DDdERESFxMIC+O47afn774GzZ+Wtx1Ax3BARERWi5s2B3r2li4oHDwbS0uSuyPAw3BARERWy+fMBZ2fg77+BRYvkrsbwMNwQEREVsqJFgXnzpOWgICA6WtZyDA7DDRERkQz69wcaNwZevACGDuXYN9rEcENERCQDhQJYuRKwtAT27+fYN9rEcENERCQTf3/ptBQABAZKXcQp/xhuiIiIZDR+PFC1KvDkCTBqlNzVGAaGGyIiIhmZmwM//CBNsLllC/Drr3JXpP8YboiIiGRWvbp0BAcAhg8HEhLkrUffMdwQERHpgKAgoHRp4P59YMIEuavRbww3REREOsDaGli1SlpeuRI4elTWcvQaww0REZGOaNIEGDJEWv7sM2kMHMo7hhsiIiIdEhICFCsG3LwJfPml3NXoJ4YbIiIiHeLgIJ2WAoBvvwX++EPeevQRww0REZGOadsWGDhQmpKhXz8gKUnuivQLww0REZEOWrAAKF4ciIp63U2cNMNwQ0REpIMcHIB166TlFSuA336TtRy9wnBDRESko5o1A0aPlpY/+wyIj5e3Hn3BcENERKTDgoOlCTbv3wdGjpS7Gv3AcENERKTDrK2BH38ETEyAjRuB7dvlrkj3MdwQERHpuDp1gEmTpOUhQ4C4OHnr0XUMN0RERHrgq6+AypWBR4+AwYOlbuKUPYYbIiIiPWBpCfz0E2BuDvz6K7B2rdwV6S6GGyIiIj1RpQowc6a0PHq0NEUDZcVwQ0REpEfGjQMaN5ZGLe7ZE0hNlbsi3cNwQ0REpEdMTaXTU0olcOYMMGOG3BXpHoYbIiIiPePjAyxfLi3PmgWcOCFvPbqG4YaIiEgPffop0KcPkJEhnZ56+lTuinQHww0REZGeWroUKFECuH0bGDFC7mp0B8MNERGRnrK3l0YtNjWVvm7aJHdFuoHhhoiISI/VrQtMmSItDxsG3Lkjbz26gOGGiIhIz02ZAtSuDSQkAP37S9fhGDOGGyIiIj1nZgasXy9NsnnoEPDdd3JXJC+GGyIiIgNQpgzwzTfS8oQJwJUr8tYjJ4YbIiIiAzFsGNCqFZCcLHUTN9bRixluiIiIDIRCAaxZAzg6AuHhQHCw3BXJg+GGiIjIgHh5vb7mZsYM4Px5eeuRA8MNERGRgeneHfjwQyAtDejXD0hJkbuiwsVwQ0REZGAUCuD774EiRYB//gFmz5a7osLFcENERGSAXF1fn56aPRu4cEHeegoTww0REZGB+vhjoFMnqdfUZ58B6elyV1Q4GG6IiIgMVObpKQcH4OxZYNkyuSsqHAw3REREBszT83WX8C+/BGJi5K2nMDDcEBERGbihQ6W5pxITgbFj5a6m4DHcEBERGTgTE2D5culraChw9KjcFRUshhsiIiIjUK0aMHiwtDxqlGFfXMxwQ0REZCRmzgScnKRu4T/8IHc1BYfhhoiIyEi4uABBQdJyUBDw/Lm89RQUhhsiIiIjMmwYUKIEEBsLfPut3NUUDIYbIiIiI2JhAXz9tbQ8fz6QlCRvPQWB4YaIiMjIfPopUKoU8OQJsHKl3NVoH8MNERGRkTE1BSZOlJYXLZKmZzAkDDdERERGqFcvaXLNO3eAnTvlrka7GG6IiIiMkJXV63Fvli+XtxZtY7ghIiIyUp99Jk2uefgw8N9/GjwhPR04cADo3Rvo0kW6IjklpcDrzCuGGyIiIiPl4wM0by4t//rrOxpv3w44OgKtWwMbNkjnssaPB6ytgQkTCrjSvGG4ecv3338PPz8/WFlZoUaNGjh+/LjcJRERERWYRo2kr//8k0uj7duBDz/Mvt94RgYwb55OBRyGmzds3rwZgYGB+PLLL3H+/Hk0atQIbdu2xe3bt+UujYiIqECUKyd9vXo1hwbp6dJpqHdZsEBnTlEx3LxhwYIFGDhwID777DOUK1cOixYtgre3N5YtWyZ3aURERAXC21v6GhOTQ4PDh4EXL979QunpwPffa62u/GC4+X8pKSmIiIhAq1at1Na3atUKJ0+ezPY5r169QmJiotqNiIhIn7x8KX21scmhwfr1mr/YzZv5rkcbGG7+36NHj5Ceng43Nze19W5uboiNjc32OcHBwVAqlaqbd2b8JSIi0hOWltJFxXXq5NDg2TPNX6xkSa3UlF8MN29RKBRq94UQWdZlmjx5MhISElS3O3fuFEaJREREWtOgAXDoELBmTQ4NMq84fheFAhg+XGt15QfDzf8rUqQITE1NsxyliYuLy3I0J5OlpSUcHBzUbkRERAZlxAjARIO4MGaMNCunDmC4+X8WFhaoUaMGDh48qLb+4MGDqF+/vkxVERERyczCAhg3Lvc2tWpJA/rpCDO5C9AlY8eORe/evVGzZk3Uq1cPK1euxO3btzF06FC5SyMiIpJPSIj0df58aVybN40ZI3UD1yEMN2/o1q0bHj9+jK+//hoxMTGoWLEi9u3bBx8fH7lLIyIikldICDBzptTd++ZN6eLh4cN15lTUmxRCCCF3EYYiMTERSqUSCQkJvP6GiIgoD7T5GcprboiIiMigMNwQERGRQWG4ISIiIoPCcENEREQGheGGiIiIDArDDRERERkUhhsiIiIyKAw3REREZFAYboiIiMigMNwQERGRQWG4ISIiIoPCcENEREQGheGGiIiIDArDDRERERkUhhsiIiIyKAw3REREZFAYboiIiMigMNwQERGRQWG4ISIiIoPCcENEREQGxUzuAgyJEAIAkJiYKHMlRERE+iXzszPzszQ/GG606NmzZwAAb29vmSshIiLST8+ePYNSqczXayiENiISAQAyMjJw//592NvbQ6FQ5Pn5iYmJ8Pb2xp07d+Dg4FAAFeo2Y95/Y953wLj3n/tunPsOGPf+Z7fvQgg8e/YMnp6eMDHJ31UzPHKjRSYmJihWrFi+X8fBwcHoftDfZMz7b8z7Dhj3/nPfjXPfAePe/7f3Pb9HbDLxgmIiIiIyKAw3REREZFAYbnSIpaUlgoKCYGlpKXcpsjDm/TfmfQeMe/+578a574Bx739B7zsvKCYiIiKDwiM3REREZFAYboiIiMigMNwQERGRQWG4ISIiIoPCcFPAgoODUatWLdjb28PV1RWdO3fG1atXVY+npqZi4sSJqFSpEmxtbeHp6Yk+ffrg/v37aq/z6tUrjBw5EkWKFIGtrS06duyIu3fvFvbu5Mm79h0Apk2bhrJly8LW1hZOTk5o2bIlzpw5o9ZGH/cd0Gz/3zRkyBAoFAosWrRIbb0+7r8m+96vXz8oFAq1W926ddXa6OO+A5p/7y9fvoyOHTtCqVTC3t4edevWxe3bt1WP6+P+a7Lvb3/fM2/z5s1TtdHHfQc02/+kpCSMGDECxYoVg7W1NcqVK4dly5aptdHH/ddk3x88eIB+/frB09MTNjY2aNOmDa5fv67WRiv7LqhAtW7dWqxdu1ZcvHhRREZGivbt24vixYuLpKQkIYQQT58+FS1bthSbN28WV65cEadOnRJ16tQRNWrUUHudoUOHCi8vL3Hw4EFx7tw50axZM1GlShWRlpYmx25p5F37LoQQGzduFAcPHhQ3b94UFy9eFAMHDhQODg4iLi5O1UYf910IzfY/044dO0SVKlWEp6enWLhwodpj+rj/mux73759RZs2bURMTIzq9vjxY7XX0cd9F0Kz/b9x44ZwdnYWX3zxhTh37py4efOm2LNnj3jw4IGqjT7uvyb7/ub3PCYmRqxZs0YoFApx8+ZNVRt93HchNNv/zz77TJQsWVIcOXJEREVFiRUrVghTU1Oxc+dOVRt93P937XtGRoaoW7euaNSokTh79qy4cuWKGDx4cJb3Rxv7znBTyOLi4gQAcezYsRzbnD17VgAQt27dEkJIAcjc3FyEhoaq2ty7d0+YmJiIsLCwAq9ZWzTZ94SEBAFA/P7770IIw9l3IXLe/7t37wovLy9x8f/au/egqMr/D+DvZRdYwEBQ7uiiMiQ3L6iDlAYxBGoqyEzgrcFCrEzNIksMBbPMxkSxGQoMwUsizmDkKIlUKDigGYiXNFCEMAQZDFCU+35+f3zj/DqywFaY7enzmtkZznOe8+zz3sMuH/acs3v5MqlUKlFxI5X8mrKHh4dTUFBQn9tIJTuR5vxhYWG0ePHiPreRSn5tnvdBQUHk5+cnLEslO5Hm/G5ubvT++++L+nl6elJMTAwRSSf/w9nLysoIAF2+fFno09XVRRYWFrRr1y4iGrzsfFjqH9bc3AwAsLCw6LePTCbD0KFDAQDFxcXo7OxEQECA0MfOzg7u7u4oLCx8pPMdTANl7+joQHJyMszMzDB+/HgA0skOaM6vVqvx4osvYs2aNXBzc+u1jVTy97XvT548CSsrKzg7OyMyMhL19fXCOqlkB3rnV6vVOHbsGJydnREYGAgrKyt4eXkhKytL2EYq+Qd63t++fRvHjh1DRESE0CaV7IDm/NOmTcORI0dQU1MDIkJeXh7Ky8sRGBgIQDr5H87e3t4OAFAqlUIfuVwOAwMDnD59GsDgZefi5h9ERHjrrbcwbdo0uLu7a+zT1taGtWvXYuHChcKXidXV1cHAwADm5uaivtbW1qirq3vk8x4M/WU/evQohgwZAqVSie3btyM3NxfDhw8HII3sQN/5P/74YygUCqxatUrjdlLI31f2mTNn4ssvv8T333+Pbdu24dy5c/Dz8xNeAKWQHdCcv76+Hi0tLdiyZQtmzJiBEydOYN68eQgJCcGpU6cASCO/Nq95e/bswRNPPIGQkBChTQrZgb7z79y5E66urnBwcICBgQFmzJiBxMRETJs2DYA08mvKPnbsWKhUKkRHR6OxsREdHR3YsmUL6urqUFtbC2DwsvO3gv+DVqxYgYsXLwoV6sM6Ozsxf/58qNVqJCYmDjgeEUEmkw32NB+J/rI/++yzKC0tRUNDA3bt2oXQ0FCcPXsWVlZWfY6nS9kBzfmLi4uRkJCAkpKSP51Fl/L3te/DwsKEn93d3TF58mSoVCocO3ZM9IfuYbqUHdCcX61WAwCCgoLw5ptvAgAmTJiAwsJCfP755/Dx8elzPF3KP9BrHgDs3r0bixYtEv033xddyg70nX/nzp04c+YMjhw5ApVKhfz8fCxfvhy2trbw9/fvczxdyq8pu76+PjIzMxEREQELCwvI5XL4+/tj5syZA473Z7PzOzf/kJUrV+LIkSPIy8uDg4NDr/WdnZ0IDQ1FZWUlcnNzRV8Bb2Njg46ODjQ2Noq2qa+vh7W19SOf+981UHYTExM4OTlh6tSpSElJgUKhQEpKCgDdzw70nb+goAD19fUYOXIkFAoFFAoFfvnlF0RFRcHR0RGA7ucfaN//ka2tLVQqlXDlhK5nB/rOP3z4cCgUCri6uor6u7i4CFdL6Xp+bfZ9QUEBysrKsHTpUlG7rmcH+s7f2tqKdevWIT4+HnPmzMG4ceOwYsUKhIWF4ZNPPgGg+/n72/eTJk1CaWkpmpqaUFtbi+PHj+POnTsYNWoUgEHM/tdOE2LaUqvV9Prrr5OdnR2Vl5dr7NPR0UHBwcHk5uYmukqoR88JVhkZGULbrVu3/vUnl2mTXZMxY8ZQbGwsEeludqKB8zc0NNClS5dENzs7O3r33Xfp559/JiLdzf9X9n1DQwMZGhrSnj17iEh3sxNpl9/b27vXCcXBwcG0YMECItLd/H9m34eHh/e6MpRId7MTDZy/56KJ7OxsUfuyZcvoueeeIyLdzf9Xnvfl5eWkp6dHOTk5RDR42bm4ecRee+01MjMzo5MnT4oufXzw4AEREXV2dtLcuXPJwcGBSktLRX3a29uFcV599VVycHCgb7/9lkpKSsjPz+9ff1ngQNlbWlooOjqaioqKqKqqioqLiykiIoIMDQ1FZ9PrYnaigfNr8vDVUkS6mX+g7Pfu3aOoqCgqLCykyspKysvLI29vb7K3t6e7d+8K4+hidiLt9v3hw4dJX1+fkpOT6dq1a/Tpp5+SXC6ngoICoY8u5tf29765uZmMjY3ps88+0ziOLmYn0i6/j48Pubm5UV5eHt24cYNSU1NJqVRSYmKi0EcX82uT/dChQ5SXl0cVFRWUlZVFKpWKQkJCROMMRnYubh4xABpvqampRERUWVnZZ5+8vDxhnNbWVlqxYgVZWFiQkZERzZ49m6qrqx9PKC0NlL21tZXmzZtHdnZ2ZGBgQLa2tjR37lz64YcfROPoYnaigfNroqm40cX8A2V/8OABBQQEkKWlJenr69PIkSMpPDy8Vy5dzE6k/b5PSUkhJycnUiqVNH78eNHnnBDpZn5tsyclJZGRkRE1NTVpHEcXsxNpl7+2tpaWLFlCdnZ2pFQq6cknn6Rt27aRWq0W+uhifm2yJyQkkIODg/C8j4mJEf0jTzQ42WW/T4gxxhhjTBL4hGLGGGOMSQoXN4wxxhiTFC5uGGOMMSYpXNwwxhhjTFK4uGGMMcaYpHBxwxhjjDFJ4eKGMcYYY5LCxQ1jjDHGJIWLG8YYewxSUlIQEBAwqGNOmTIFhw8fHtQxGdNFXNww9h8mk8n6vS1ZsuRxT3HQ+fr6YvXq1Y91Du3t7diwYQPWr18vtHV3d2P58uWwtbXFzJkzUVdXJ9rm7t27eO+99zB27FgolUrY2NjA398fhw8fRs8Hza9fvx5r166FWq3+R/Mw9m/DxQ1j/2G1tbXCbceOHTA1NRW1JSQkPO4paq2zs1Nn7i8zMxNDhgzB9OnThbb09HRUV1cjJycHkyZNEhU+TU1NeOqpp7B3715ER0ejpKQE+fn5CAsLwzvvvIPm5mYAwPPPP4/m5mbk5OT89WCMSQAXN4z9h9nY2Ag3MzMzyGQyUVt+fj4mTZoEpVKJ0aNHY+PGjejq6hK2l8lkSEpKwuzZs2FsbAwXFxcUFRXh+vXr8PX1hYmJCby9vVFRUSFsExcXhwkTJiApKQkjRoyAsbExXnjhBTQ1NYnmlpqaChcXFyiVSowdOxaJiYnCuqqqKshkMhw6dAi+vr5QKpXYv38/7ty5gwULFsDBwQHGxsbw8PBAenq6sN2SJUtw6tQpJCQkCO9OVVVVIS0tDUOHDhXdf1ZWFmQyWa957969G6NHj4ahoSGICM3NzVi2bBmsrKxgamoKPz8/XLhwod/H/eDBg5g7d66orampCSqVCu7u7vDw8BAKFgBYt24dqqqqcPbsWYSHh8PV1RXOzs6IjIxEaWkphgwZAgCQy+WYNWuWKDNj/0l/91tAGWPSkJqaSmZmZsLy8ePHydTUlNLS0qiiooJOnDhBjo6OFBcXJ/QBQPb29pSRkUFlZWUUHBxMjo6O5OfnR8ePH6crV67Q1KlTacaMGcI2sbGxZGJiQn5+fnT+/Hk6deoUOTk50cKFC4U+ycnJZGtrS5mZmXTjxg3KzMwkCwsLSktLIyKiyspKAkCOjo5Cn5qaGvr1119p69atdP78eaqoqKCdO3eSXC6nM2fOEBFRU1MTeXt7U2RkJNXW1lJtbS11dXX1yk5E9NVXX9EfXyJ75h0YGEglJSV04cIFUqvV9PTTT9OcOXPo3LlzVF5eTlFRUTRs2DC6c+dOn4/10KFD6eDBg6K2pqYm8vT0JIVCQfb29nTx4kUiIuru7iZzc3NatmyZVvsxMTGRHB0dterLmFRxccMYI6Lexc306dNp8+bNoj779u0jW1tbYRkAxcTECMtFRUUEgFJSUoS29PR0UiqVwnJsbCzJ5XK6efOm0PbNN9+Qnp4e1dbWEhHRiBEj6MCBA6L73rRpE3l7exPR/xc3O3bsGDDXrFmzKCoqSlj28fGhN954o9/sRJqLG319faqvrxfavvvuOzI1NaW2tjbRtmPGjKGkpCSN82lsbCQAlJ+fr3F9T8HV4/bt2wSA4uPj+83Z4+uvvyY9PT3q7u7Wqj9jUqR4bG8ZMcb+1YqLi3Hu3Dl8+OGHQlt3dzfa2trw4MEDGBsbAwDGjRsnrLe2tgYAeHh4iNra2tpw9+5dmJqaAgBGjhwJBwcHoY+3tzfUajXKysogl8tx8+ZNREREIDIyUujT1dUFMzMz0RwnT54sWu7u7saWLVuQkZGBmpoatLe3o729HSYmJn/34QAAqFQqWFpaCsvFxcVoaWnBsGHDRP1aW1tFh+IeXgcASqVS43obGxvRMv1+svAfD5H1x8jICGq1Gu3t7TAyMtJqG8akhosbxphGarUaGzduREhISK91f/zDrK+vL/zc8wdYU1t/V/D09JHJZEK/Xbt2wcvLS9RPLpeLlh8uWrZt24bt27djx44d8PDwgImJCVavXo2Ojo6+gwLQ09MTiogemk4Yfvj+1Go1bG1tcfLkyV59Hz6Hp8ewYcMgk8nQ2NjY75x6WFpawtzcHFevXtWq/2+//QZjY2MubNh/Ghc3jDGNPD09UVZWBicnp0Efu7q6Grdu3YKdnR0AoKioCHp6enB2doa1tTXs7e1x48YNLFq06E+NW1BQgKCgICxevBjA/4qPa9euwcXFRehjYGCA7u5u0XaWlpa4d+8e7t+/LxQwpaWlA96fp6cn6urqoFAo4OjoqNUcDQwM4OrqiitXrmj1OTd6enoICwvDvn37EBsbKzxmPe7fvw9DQ0MoFP97Ob98+TI8PT21mgtjUsVXSzHGNNqwYQP27t2LuLg4/PTTT7h69SoyMjIQExPzt8dWKpUIDw/HhQsXUFBQgFWrViE0NFQ4JBMXF4ePPvoICQkJKC8vx6VLl5Camor4+Ph+x3VyckJubi4KCwtx9epVvPLKK70+L8bR0RFnz55FVVUVGhoaoFar4eXlBWNjY6xbtw7Xr1/HgQMHkJaWNmAOf39/eHt7Izg4GDk5OaiqqkJhYSFiYmLw448/9rldYGAgTp8+PfAD9bvNmzdjxIgR8PLywt69e3HlyhVcu3YNu3fvxoQJE9DS0iL0LSgoGPQPB2RM13BxwxjTKDAwEEePHkVubi6mTJmCqVOnIj4+HiqV6m+P7eTkhJCQEMyaNQsBAQFwd3cXXeq9dOlSfPHFF0hLS4OHhwd8fHyQlpaGUaNG9Tvu+vXr4enpicDAQPj6+sLGxgbBwcGiPm+//TbkcjlcXV1haWmJ6upqWFhYYP/+/cjOzhYuH4+Lixswh0wmQ3Z2Np555hm8/PLLcHZ2xvz581FVVSWcf6RJZGQksrOzRZd798fc3BxnzpzB4sWL8cEHH2DixImYPn060tPTsXXrVuFcpJqaGhQWFuKll17SalzGpEpGDx9oZoyxRyguLg5ZWVlaHfaRstDQUEycOBHR0dGDNuaaNWvQ3NyM5OTkQRuTMV3E79wwxthjsHXrVuHD9waLlZUVNm3aNKhjMqaL+IRixhh7DFQqFVauXDmoY65Zs2ZQx2NMV/FhKcYYY4xJCh+WYowxxpikcHHDGGOMMUnh4oYxxhhjksLFDWOMMcYkhYsbxhhjjEkKFzeMMcYYkxQubhhjjDEmKVzcMMYYY0xS/g8zbTk4Vx/QzQAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 600x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def plot_combined_temperature_profiles(time_index, df_combined):\n",
    "    time = df_combined['Time'][time_index]\n",
    "    \n",
    "    # Extract the radiometer and mast profiles\n",
    "    radiometer_altitude = df_combined['Temperature_Altitude'][time_index]\n",
    "    radiometer_temp_profile = df_combined['Temperature_Profile'][time_index]\n",
    "    mast_heights = df_combined['Mast_Heights'][time_index]\n",
    "    mast_temp_profile = df_combined['Mast_Temperature_Profile'][time_index]\n",
    "\n",
    "    # Plot radiometer temperature profile\n",
    "    plt.figure(figsize=(6, 8))\n",
    "    plt.plot(radiometer_temp_profile, radiometer_altitude, 'b-', label='Radiometer Temperature Profile')\n",
    "    \n",
    "    # Plot mast temperature profile\n",
    "    plt.plot(mast_temp_profile, mast_heights, 'ro-', label='Mast Temperature Profile')\n",
    "\n",
    "    plt.xlabel('Temperature (°C)')\n",
    "    plt.ylabel('Altitude (m)')\n",
    "    plt.title(f'Combined Temperature Profiles at {time}')\n",
    "    plt.legend()\n",
    "    # Zoom in on the lower 1 km if needed\n",
    "    #plt.ylim([0, 100])\n",
    "    \n",
    "    plt.show()\n",
    "\n",
    "# Example: Plot the combined temperature profiles for the first timestamp\n",
    "plot_combined_temperature_profiles(10, df_combined_temperature)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "id": "f9b4bc41",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                 Time                                Radiometer_Altitude  \\\n",
      "0 2024-05-23 00:00:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "1 2024-05-23 00:10:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "2 2024-05-23 00:20:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "3 2024-05-23 00:30:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "4 2024-05-23 00:40:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "\n",
      "                               Radiometer_RH_Profile  \\\n",
      "0  [90.895004, 89.643234, 87.794975, 85.042496, 8...   \n",
      "1  [90.49804, 89.22797, 87.35171, 84.564316, 82.2...   \n",
      "2  [91.064865, 89.83149, 88.00964, 85.29527, 83.0...   \n",
      "3  [91.65067, 90.43919, 88.648056, 85.96948, 83.7...   \n",
      "4  [91.66637, 90.45735, 88.671135, 86.00004, 83.7...   \n",
      "\n",
      "                               Radiometer_AH_Profile  \\\n",
      "0  [9.363875, 9.280439, 9.1644, 8.997712, 8.84895...   \n",
      "1  [9.328235, 9.244775, 9.128647, 8.961983, 8.813...   \n",
      "2  [9.354899, 9.272677, 9.158539, 8.995097, 8.849...   \n",
      "3  [9.350266, 9.27063, 9.159998, 8.999387, 8.8549...   \n",
      "4  [9.35237, 9.272505, 9.161583, 9.001127, 8.8571...   \n",
      "\n",
      "             Mast_Heights_RH  \\\n",
      "0  [2, 2.99, 4.47, 6.69, 10]   \n",
      "1  [2, 2.99, 4.47, 6.69, 10]   \n",
      "2  [2, 2.99, 4.47, 6.69, 10]   \n",
      "3  [2, 2.99, 4.47, 6.69, 10]   \n",
      "4  [2, 2.99, 4.47, 6.69, 10]   \n",
      "\n",
      "                                     Mast_RH_Profile  \\\n",
      "0  [89.58888888888889, 88.57777777777778, 88.6888...   \n",
      "1                 [89.1, 88.12, 88.25, 88.67, 87.38]   \n",
      "2                [89.46, 88.51, 88.63, 88.95, 87.78]   \n",
      "3  [90.07000000000001, 89.21000000000001, 89.41, ...   \n",
      "4     [90.76, 89.91999999999999, 90.13, 90.35, 89.3]   \n",
      "\n",
      "                                     Mast_qv_Profile  \\\n",
      "0  [8.750321354573696, 8.69257454181237, 8.685877...   \n",
      "1  [8.729470277981221, 8.671363133221599, 8.66892...   \n",
      "2  [8.792539131841565, 8.732787945951669, 8.72188...   \n",
      "3  [8.897903037216, 8.83666357901227, 8.826588738...   \n",
      "4  [8.953596617869385, 8.894614795579239, 8.88472...   \n",
      "\n",
      "                                            Altitude  \\\n",
      "0  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "1  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "2  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "3  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "4  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "\n",
      "                                 Surface Temperature  \\\n",
      "0  [287.3599853515625, 287.3599853515625, 287.359...   \n",
      "1  [287.37427193777904, 287.37427193777904, 287.3...   \n",
      "2  [287.4999938964844, 287.4999938964844, 287.499...   \n",
      "3  [287.5885707310268, 287.5885707310268, 287.588...   \n",
      "4  [287.61000061035156, 287.61000061035156, 287.6...   \n",
      "\n",
      "                                    Surface Pressure  ...  \\\n",
      "0  [1010.8400024414062, 1010.8400024414062, 1010....  ...   \n",
      "1  [1010.8714425223214, 1010.8714425223214, 1010....  ...   \n",
      "2  [1010.7999877929688, 1010.7999877929688, 1010....  ...   \n",
      "3  [1010.7999877929688, 1010.7999877929688, 1010....  ...   \n",
      "4  [1010.8625106811523, 1010.8625106811523, 1010....  ...   \n",
      "\n",
      "                                                  ev  \\\n",
      "0  [1541.9911376953125, 1490.1236328125, 1417.355...   \n",
      "1  [1537.8258231026787, 1485.8538295200892, 1412....   \n",
      "2  [1551.751806640625, 1504.6303588867188, 1438.2...   \n",
      "3  [1570.1672188895088, 1518.9706508091517, 1447....   \n",
      "4  [1573.7979736328125, 1520.9343872070312, 1446....   \n",
      "\n",
      "                              Specific Humidity (qv)  \\\n",
      "0  [9.54293265021967, 9.231152271739859, 8.793702...   \n",
      "1  [9.51670810375199, 9.204265644590482, 8.765894...   \n",
      "2  [9.604073742713629, 9.321897735689632, 8.92446...   \n",
      "3  [9.718724718513405, 9.411248920543724, 8.98025...   \n",
      "4  [9.740724307557352, 9.422898866727252, 8.97833...   \n",
      "\n",
      "                                               Theta  \\\n",
      "0  [288.1058349609375, 287.88944542000746, 287.58...   \n",
      "1  [288.1058349609375, 287.88944542000746, 287.58...   \n",
      "2  [288.14886474609375, 287.9795718094345, 287.74...   \n",
      "3  [288.2323739188058, 288.0220278983916, 287.728...   \n",
      "4  [288.2657775878906, 288.03901033397455, 287.72...   \n",
      "\n",
      "                                             Theta_v  \\\n",
      "0  [289.7768769379496, 289.5047149874413, 289.123...   \n",
      "1  [289.7722848152153, 289.5000104647264, 289.118...   \n",
      "2  [289.8308641815098, 289.6112222905754, 289.305...   \n",
      "3  [289.93494749238414, 289.66956797665534, 289.2...   \n",
      "4  [289.97240133808475, 289.68868933831703, 289.2...   \n",
      "\n",
      "                                 Theta_v_Alternative  \\\n",
      "0  [289.7768769379496, 289.50467814440447, 289.12...   \n",
      "1  [289.7722848152153, 289.4999736222883, 289.118...   \n",
      "2  [289.8308641815098, 289.6111934719615, 289.305...   \n",
      "3  [289.93494749238414, 289.6695321755177, 289.29...   \n",
      "4  [289.97240133808475, 289.6886507446421, 289.29...   \n",
      "\n",
      "                                Temperature_Altitude  \\\n",
      "0  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "1  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "2  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "3  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "4  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "\n",
      "                                 Temperature_Profile  \\\n",
      "0  [285.9939, 286.0057, 286.01642, 285.99344, 285...   \n",
      "1  [285.91568, 285.93, 285.94406, 285.9257, 285.8...   \n",
      "2  [285.55475, 285.5777, 285.60272, 285.5997, 285...   \n",
      "3  [285.7219, 285.74203, 285.76346, 285.75513, 28...   \n",
      "4  [285.57758, 285.6032, 285.6317, 285.63342, 285...   \n",
      "\n",
      "           Mast_Heights_Temp  \\\n",
      "0  [2, 2.99, 4.47, 6.69, 10]   \n",
      "1  [2, 2.99, 4.47, 6.69, 10]   \n",
      "2  [2, 2.99, 4.47, 6.69, 10]   \n",
      "3  [2, 2.99, 4.47, 6.69, 10]   \n",
      "4  [2, 2.99, 4.47, 6.69, 10]   \n",
      "\n",
      "                            Mast_Temperature_Profile  \\\n",
      "0  [286.9733333333333, 287.0466666666667, 287.015...   \n",
      "1      [287.021, 287.089, 287.062, 287.153, 287.176]   \n",
      "2  [287.069, 287.129, 287.089, 287.18499999999995...   \n",
      "3      [287.147, 287.189, 287.137, 287.226, 287.237]   \n",
      "4  [287.125, 287.167, 287.114, 287.202, 287.20899...   \n",
      "\n",
      "                                   Mast_VDSE_Profile  \n",
      "0  [288.51908209940325, 288.59239424136325, 288.5...  \n",
      "1  [288.5633649618533, 288.631250236513, 288.6181...  \n",
      "2  [288.62262504392584, 288.6821815013341, 288.65...  \n",
      "3  [288.7194291544869, 288.7606304529654, 288.721...  \n",
      "4  [288.707029573199, 288.74862707480145, 288.708...  \n",
      "\n",
      "[5 rows x 24 columns]\n"
     ]
    }
   ],
   "source": [
    "# Combine df_combined with df_combined_temperature on the 'Time' column\n",
    "df_combined_all = pd.merge(\n",
    "    merged_mwr,\n",
    "    df_combined_temperature,\n",
    "    on='Time',\n",
    "    suffixes=('_RH', '_Temp')\n",
    ")\n",
    "\n",
    "# Display the combined DataFrame\n",
    "print(df_combined_all.head())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "id": "72d3b069",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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70LNnT8yePRsdO3YEoMh/zp8/j2rVqqFkyZKqPqhevXqW4zl+/DgaNGiADx8+4I8//sDu3btRtWpVdO3aVa3gPWLECCxZsgTDhg3DgQMHsG7dOnz99dcIDw//7PaVhcCAgADs27cPq1evRsmSJeHp6akqLDs6Oqr+iduvXz/VcWQnP095PLa2tmoDCm7fvp1hjgEo5kH9nIxyv5iYGPTr1w/+/v7Z6vOcxvXo0SNYW1tDV1cXpUqVws8//5zm5zS70usvpeTkZCQmJuLly5cICAjA/fv3MXLkyM9uL6c5XWJiIj59+oSzZ89iwoQJaNiwIRo0aKDWRiaTwdPTM3sH+P+UOWfquPT09FCuXLk0uXbqfWXnuLK7L6LcyNpwHSIqkJKSkpCYmIjY2FicPXsWU6dORePGjdGuXbs0be/cuQM9Pb1c71NZ9BJC4NGjRxgxYgSSk5PRo0cPtXalSpXC1q1bVY8/fPiAKVOmoHXr1ti4caNqvaenJ8qUKYPAwEBs2LAB7u7uqpETFStWzPYoz99++w03b97ExYsXVa9t1qwZihYtis6dO+PAgQNo1aoVzp07ByEE/vjjD1hYWKhen5UbmM2bN0+1nJycjEaNGsHGxgZ9+vTB3LlzYWVlBXd3d1haWsLAwEA1WiO7Xrx4gbFjx6JmzZrw8fFRrQ8PD4eBgUG6owysra0/m5wnJiaiX79+MDU1xfDhw9Weu379OmbPno09e/bAxMQkzQigzGQnLgcHB/z888+oW7cuzM3NcevWLcycORN169bF2bNnUaVKlWztG8i4v5Q2b96Mbt26qR736dMHy5Yty9JxWVtbp1lvYmICfX39dPu7QoUKuHfvHoD/fdCpUaOGWhu5XA65XP7ZkdcZef/+PYQQ6calXJcyrvT2ldXjyu6+iIgI2LJlCw4cOIDt27erCngAUKVKFdSqVQtBQUEYNGiQan14eDguXLiAokWLAlBcDVO1alUsX74cDx8+hLGxMQCoblp15MgRtQJpfHw8Ro4ciWHDhgEAWrRoAT09Pfz88884e/YsGjRogAsXLmD58uWYO3cuRowYoXpto0aNULZsWcybNw+zZs1SrX/37h22bt2Kpk2bqh2b8h/rgCIvbNCgAcqXLw8PDw/cvHkTlStXRqlSpWBvbw8AOc6DUvL19cWkSZNUj7N7LBlJmUufPHkSU6dOhZmZmVounZCQgIkTJ6qNyFu6dClu3ryJLVu24Ouvvwag6HNTU1OMGTMGhw8fRosWLVR5Tnx8fI76YfDgwahQoQKOHTumGtHo7e2Nt2/f4qeffkLv3r2ho6ODs2fPwsvLSy23a9OmTabbd3Nzw+LFi9X6w9vbGyEhIfjtt9/g6ekJAwMDVQ7j7Oyc4/O5YsUKnDhxAgsWLFAb7ZpRPpKVHOPmzZuYPXs2vvrqqzQFuAkTJiApKUntfZMd2YmrYcOG6Nq1K8qVK4eYmBjs378fs2fPxpkzZ3D8+PEsjzRNKaP+UmrdujUOHjwIQDGSdPPmzZme85zkdBcuXFAbZdy6dWts2rQpTUzKXDMnlPvMKK7UgxtS7ys7x5XdfRHlBkfYEhVidevWhZ6eHszMzNCyZUtYWVlh9+7d6V6iUqpUKVy6dCnN15EjR7K1z8WLF0NPTw/6+vooX748zp07h8mTJ6tGXSh16tRJ7fH58+cRExOTpiDq4uKCpk2bpnvH1ZzYu3cvKlasiKpVq6qNJPb29la7DK1WrVoAgC5dumDLli3Zuqzp2rVraNeuHWxsbCCXy6Gnp4fevXsjKSkJ9+/f18hxvHv3Dq1bt4YQAps3b06T6H2uyJfRc0II9OvXD6dPn8batWvh4uKiei4xMRF9+/ZF165d4e3t/dnYUo/SVo5azk5cLVu2xNSpU+Hj44PGjRtjyJAhOH36NGQyGSZOnKhqpxw9kNmI8Mz6C1B8wLl06RKOHTuGadOmYfv27ejUqROSk5M/e7zZOS6l7du34+LFi9i6dSvc3d3RqlWrNHfFXblyJRITE9Uu3cqurMaV0b6yc1w5ec8RERVWe/fuhaWlJdq2bav2d6xq1apwcHBI8zehatWqqmItAJQvXx6A4h/bymJtyvXKS/ZTSv3P8+7duwNQjNJTxiSTydCzZ0+1mBwcHFClSpU0MVlZWaUp1gKKK3W6d+8OBwcHVR7k4eEBAGrTXGlS6rwyu8eSkZS5tI+PDxwcHLB//35VsTmj/R87dgwmJiaqUcRKyjxXE3ntw4cP8e+//6rOa8rjbN26NUJDQ1X/HK5duzb279+PsWPH4sSJE9ka2fnHH3+gevXqqumb9PT0cPToUY2ey/3792PIkCHo3Lkzhg4dmub5nOQYISEh8PHxgYuLC1asWKH23N9//4358+dj6dKlMDIyynDbyoEoKb9yEtfUqVMxaNAgNGnSBK1bt8bChQsxc+ZMnDp1Crt371a1+1wOnVJm/QUACxcuxN9//43du3fD29sbXbt2zXQKjOweF6C4cu7SpUs4efIkFixYgGvXrqFFixZppltJTEzM9fs+o7hSr89oX5rIa5nTkiaxYEtUiK1du1ZVgBo4cCDu3r2rNoIwJUNDQ9SsWTPNV3ZHMnbp0gWXLl3C5cuXce/ePYSHh6d7SVTqS96U/81M71I4JycnjY3Qe/36NW7evAk9PT21LzMzMwgh8PbtWwBA48aNsWvXLiQmJqJ3795wdnZGxYoVM010nj17hkaNGuHFixdYsGABTp8+jUuXLqnmacvtpU+A4r/ELVq0wIsXL3D48GGULFlS7XkbGxvExsamSZQAReEyvf8YCyHQv39/rF+/HkFBQWjfvr3a8/Pnz8fjx48REBCADx8+4MOHD4iMjAQAxMbG4sOHD6piaeq+XbNmTY7jSsnV1RUNGzbEhQsXVOv69u2rti/lvHHZ6S8lKysr1KxZE02aNMFPP/2EZcuW4a+//lJLpNNjY2OT7vvz06dPiI+PT/e4KlSogNq1a6tGdRcvXhw//PDDZ/eTHVZWVpDJZOnGpby8MbP+zupxaWJfRESFzevXr/Hhwwfo6+un+bv56tUrVT6ilPr3qL6+/mfXx8bGqq3X1dVNM7e7csob5e/v169fQwgBe3v7NDFduHAhTUzp5WxRUVFo1KgRLl68iKlTp+LEiRO4dOkSduzYAUAzeVB6UseS3WPJiDKXvnbtGl6+fImbN2+mudTb2NgY5ubmauvCw8Ph4OCQprhjZ2cHXV1djeS1ymkdRo0aleYYlQMllMf522+/YcyYMdi1axeaNGkCa2trdOjQQTXlWEbmzZuHQYMGoU6dOti+fTsuXLiAS5cuoWXLlho7lwcPHkTHjh3RokULbNiwIU2fZZSPfC7HePr0KZo0aQJdXV0cPXo0TZu+ffuiY8eOqFmzpiqvVf7MREZG4uPHjwCANWvWpOnb3MSVkvKeHCnz2oxy6JQy6y+lMmXKoFatWmjXrh22bNmCZs2aYciQIZ8diJCTnM7ExAQ1a9ZE48aNMWzYMOzcuRMXL17E0qVLP3v82aH83ZVRXJn1dXaOK7f7IsoOTolAVIiVL19eddl/kyZNkJSUhBUrVmDbtm1p/uOvKba2tlmapiC9ZAxQzIeW2suXL1GkSBGNxFekSBEYGRlh1apVGT6v1L59e7Rv3x5xcXG4cOECZsyYge7du8PV1VXt0p+Udu3ahU+fPmHHjh1qoxWvX7+ukfjfv3+P5s2b48mTJzh69Gi6czEp54i9desW6tSpo1qv/ABYsWJFtfbKYu3q1auxcuVKVQKZ0u3btxEREYEyZcqkeW7ChAmYMGECrl27hqpVq+LSpUtqz5coUSJHcaVHCKE2OjYwMBDff/+96rGZmZla+6z0V0aUN6nIbFR0pUqVsGnTJrx69Uptvtdbt24BQKbHpauri+rVq6e5QUhuGBkZoXTp0qoYUrp16xaMjIwyLFwrZfW4NLEvIqLCpkiRIrCxscnwxpSp/57lVmJiIsLDw9WKtq9evQLwvxxMeWOj06dPw8DAIM02Uq9Lr1B07NgxvHz5EidOnFCNqgUUU19llaGhIQCobs6l9LkiZ+pYsnssGUmZS2d134CiTy9evAghhNrzYWFhSExM1Eheq9zGuHHj1KbVSMnNzQ2Aoqg2adIkTJo0Ca9fv1aNtm3bti3+/fffDPexfv16eHp6YsmSJWrrlQXN3Dp48CA6dOgADw8PbN++XfUPh5QqVaqUYY4BpM2znj59Ck9PTwghcOLECTg7O6d57Z07d3Dnzh216dmUSpUqhSpVquD69eto27Ztmrw2p3FlJGVem1EOrZSV/spI7dq1ceDAAbx58ybNCHElTeR0NWvWhI6OjsauKgTUP0O4u7ur1icmJuLff//NcECSUnaOK7f7IsoOjrAlIpXZs2fDysoKEydOzNJl3l9SvXr1YGRkhPXr16ut/++//3Ds2LF0R07mhI+PDx49egQbG5t0RxS7urqmeY2BgQE8PDxUc51du3Ytw+0rk/KUHwSEEFi+fHm6283O6ARl8fHx48c4dOgQqlWrlm67li1bwtDQMM3dlYOCglRz26WMbcCAAVi9ejWWLl2a5o6oSmPHjsXx48fVvpSjjb/77jscP34cpUuXBoA0far8IJiduNLz5MkTnD17Vm1uNFdXV7V9KT+YZKe/MqK8RFR5XBlp3749ZDJZmlEQQUFBMDIyQsuWLT/7+tjYWFy4cCHT/WTXV199hWPHjqndFfnjx4/YsWMH2rVrl+nde7NzXLndFxFRYePj44Pw8HAkJSWlm4+k/HumKRs2bFB7rLxngPLmPD4+PhBC4MWLF+nGlPqmoelJLw8CkO5oO2Wb1LmQvb09DA0NcfPmTbX1mV3xkpImjiU3mjVrhqioKOzatUtt/dq1a1XP55abmxvKlCmDGzdupHuMNWvWTLfwb29vDz8/P3Tr1g337t1L98onJZlMluZc3rx5M82NcjM6l59z6NAhdOjQAQ0bNsSuXbsyLKJ/9dVX+Pfff3Hx4kXVusTERKxfvx516tSBk5OTav2zZ8/g6emJpKQkHDt2LMNppVLntMePH4evry8AxeAL5RQK6X1eyElc6VHmVynz2oxy6Oz0V3qEEDh58iQsLS3TjLRPLbc53cmTJ5GcnKzRvLZOnTpwdHRM8xli27ZtiIqKyvAfFill9bg0sS+irOInJCJSsbKywrhx4zB69Ghs3Lgx3ZGUUrG0tMSECRNUN0jo1q0bwsPDMWnSJBgaGiIgIEAj+/H398f27dvRuHFjDB8+HJUrV0ZycjKePXuGQ4cOYeTIkahTpw4mTpyI//77D82aNYOzszM+fPiABQsWqM3Dlp4WLVpAX18f3bp1w+jRoxEbG4slS5bg/fv3adpWqlQJO3bswJIlS1CjRg3o6OhkOIojJiYG3t7euHbtGubPn4/ExES1S6hsbW1VN2OztrbG+PHjMWHCBFhbW8PLywuXLl1CYGAg+vfvr/bf4mHDhmHlypXo27cvKlWqpLZNAwMDVZGzXLlyKFeunFpMykn3S5UqlaW7vmYnrubNm6Nx48aoXLmy6qZjs2fPhkwmw5QpUzLdV3b6a+nSpTh9+jS8vLzg4uKCT58+4fTp01i4cCHq16+fZnqI1CpUqIB+/fohICAAcrkctWrVwqFDh7Bs2TJMnTpV7dKp+vXro127dihfvjwsLCwQEhKCJUuW4NGjR9i5c6fadvv164c1a9bg0aNHah84Tp48qbrhW1JSEp4+fYpt27YBADw8PFR3rh41ahTWrVuHNm3aYPLkyTAwMMDMmTMRGxuLwMDATPeVnePKzr6IiAj45ptvsGHDBrRu3Ro//PADateuDT09Pfz33384fvw42rdvj6+++kpj+9PX18fcuXMRFRWFWrVq4dy5c5g6dSpatWqFhg0bAgAaNGiAb7/9Fn369MHly5fRuHFjmJiYIDQ0FGfOnEGlSpXUboSWnvr168PKygrfffcdAgICoKenhw0bNuDGjRtp2iqLprNmzUKrVq0gl8tRuXJl6Ovro2fPnli1apVqtOPff/+tdlPazGjiWHKjd+/eWLRoEXx9fRESEoJKlSrhzJkzmD59Olq3bo3mzZtrZD9Lly5Fq1at4O3tDT8/PxQtWhTv3r3D3bt3cfXqVdUI0jp16sDHxweVK1eGlZUV7t69i3Xr1qFevXpqcyCn5uPjgylTpiAgIAAeHh64d+8eJk+ejBIlSqjN52pmZobixYtj9+7daNasGaytrVGkSJF0B0IAwJkzZ9ChQwc4ODjgp59+SnMlmru7u2qaib59+2LRokX4+uuvMXPmTNjZ2WHx4sW4d++e2r02wsLC0KRJE4SGhmLlypUICwtDWFiY6nlnZ2fVaNv08lblvMYNGjTI0gjorMZ1+vRpTJs2DV999RVKliyJ2NhY7N+/H8uWLUPTpk3Vbg6Ykez0V/v27VGlShVUrVoVNjY2ePnyJYKCgnDy5EksWrQo04JrVnO6vXv3Yvny5WjXrh2KFy+OhIQEXL58GfPnz0fp0qXRv39/te3q6urCw8NDbW7Z6OhoBAcHA/jf1BAnT57E27dvYWJiglatWgFQ3ERs9uzZ6NWrFwYOHIhu3brhwYMHGD16NFq0aJFmcER6+8rqcWV3X0S5Ioio0Fm9erUAIC5dupTmuZiYGFGsWDFRpkwZkZiYKIQQwsPDQ1SoUCHdbb1580YAEAEBAZnuF4AYMmTIZ9scP35cABBbt25N9/kVK1aIypUrC319fWFhYSHat28v7ty5k6Xj8/X1FcWLF1dbV7x4ceHr66u2LioqSowfP164ubmp9lOpUiUxfPhw8erVKyGEEHv37hWtWrUSRYsWFfr6+sLOzk60bt1anD59OtN+2LNnj6hSpYowNDQURYsWFT/++KPYv3+/ACCOHz+uavfu3TvRuXNnYWlpKWQymfjcr+wnT54IABl+pT5GIYRYsGCBKFu2rNDX1xfFihUTAQEBIj4+Pk3/ZLTN1H2ZUUxz5szJtE+yG5e/v79wd3cXZmZmQldXVzg5OYmePXuKe/fuZWkf2emvs2fPCh8fH+Hk5CT09fWFsbGxqFKlipgyZYr49OlTlvYXHx8vAgICRLFixYS+vr4oW7as+O2339K0GzlypKhSpYqwsLAQurq6wsHBQXz11Vfi7Nmzadr6+voKAOLJkydq6z08PDI8rpTvLyGEePjwoejQoYMwNzcXxsbGolmzZuLKlStZ3ldWjys7+yIiKox8fX2FiYmJ2rqEhATxyy+/qHIGU1NTUa5cOTFw4EDx4MEDVbvixYuLNm3apNlmenlXen+blfu+efOm8PT0FEZGRsLa2loMGjRIREVFpdnuqlWrRJ06dYSJiYkwMjISpUqVEr179xaXL19Wtflc7nju3DlRr149YWxsLGxtbUX//v3F1atXBQCxevVqVbu4uDjRv39/YWtrq8qDlH+HIiIiRP/+/YW9vb0wMTERbdu2FSEhIWly0oCAAAFAvHnzJt1YsnIs6flcLp1SeudVKTw8XHz33XfC0dFR6OrqiuLFi4tx48aJ2NhYtXYZ9WXqY1Xm0Kn/1t+4cUN06dJF2NnZCT09PeHg4CCaNm0q/vjjD1WbsWPHipo1aworKythYGAgSpYsKYYPHy7evn372eOLi4sTo0aNEkWLFhWGhoaievXqYteuXenm3EeOHBHVqlUTBgYGGeamSsrzltV85tWrV6J3797C2tpaGBoairp164rDhw+rtVH2T0ZfmX2Wyey9lJ6sxPXgwQPRunVrUbRoUWFgYCAMDQ1FpUqVxLRp09K8FzKLLSv9NWvWLFGrVi1hZWUl5HK5sLGxEd7e3mLv3r1ZPq6s5HR3794VnTt3FsWLFxeGhobC0NBQlCtXTvz4448iPDw8zTYBCA8PD7V1n8vX0/scsnHjRtXnRAcHBzFs2DDx8ePHLO0rq8eV3X0R5YZMiAxuLUhEREREREQFmp+fn+pyXiIiIsobOIctERERERERERERUR7Bgi0RERERERERERFRHsEpEYiIiIiIiIiIiIjyCI6wJSIiIiIiIiIiIsojWLAlIiIiIiIiIiIiyiNYsCUiIiIiIiIiIiLKI3SlDqAgSU5OxsuXL2FmZgaZTCZ1OERERESkAUIIfPz4EU5OTtDRyf14B+aMRERERAWPJnNGFmw16OXLl3BxcZE6DCIiIiLSgufPn8PZ2TnX22HOSERERFRwaSJnZMFWg8zMzAAoToy5ubnE0eRMQkICDh06BC8vL+jp6UkdDuUQz2PBwXNZMPA8Fhw8lwVDds9jZGQkXFxcVLlebmk6Z+T7UnvYt9rDvtUe9q32sG+1h32rPexb7Undt5rMGVmw1SDlJW3m5ub5umBrbGwMc3Nz/iDnYzyPBQfPZcHA81hw8FwWDDk9j5qavkDTOSPfl9rDvtUe9q32sG+1h32rPexb7WHfak9GfauJnJE3HSMiIiIiIiIiIiLKI1iwJSIiIiIiIiIiIsojWLAlIiIiIiIiIiIiyiM4hy0REVEhkJycjPj4eKnDyPcSEhKgq6uL2NhYJCUlSR0O5VDq86inpwe5XC51WEREJIHs5EjMA7SHfas97FvN0tfXh46O9se/smBLRERUwMXHx+PJkydITk6WOpR8TwgBBwcHPH/+XGM3oKIvL73zaGlpCQcHB55XIqJCJLs5EvMA7WHfag/7VrN0dHRQokQJ6Ovra3U/LNgSEREVYEIIhIaGQi6Xw8XF5Yv8N7ggS05ORlRUFExNTdmX+VjK8yiTyRAdHY2wsDAAgKOjo8TRERHRl5CTHIl5gPawb7WHfas5ycnJePnyJUJDQ1GsWDGt7osFWyIiogIsMTER0dHRcHJygrGxsdTh5HvKyyYNDQ2Z8OZjqc+jkZERACAsLAx2dnacHoGIqBDISY7EPEB72Lfaw77VLFtbW7x8+RKJiYla3Q/PFBERUQGmnKdK25fsEOV3yg/rCQkJEkdCRERfAnMkIsoJ5e8Mbc8HzIItERFRIcD5qog+jz8jRESFE3//E1F2fKnfGSzYEhEREREREREREeURLNgSERFRoeLn54cOHTqoHnt6esLf31+yeChrli1bpropzPz58xEYGIiqVauqnk99XomIiCh7mCNRQbBr1y6ULl0acrkc/v7+CAoKgqWlper51DlkXsWCLREREeU5fn5+kMlkkMlk0NXVRbFixTBo0CC8f/9e4/vasWMHpkyZovHtZlfqZFLTQkJCVH0qk8lgYWGBunXrYs+ePVmOQyaTYdeuXRnuI+V509PTQ8mSJTFq1Ch8+vQpV7FHRkbi+++/x5gxY/DixQt8++23GDVqFI4ePZqr7RIREeU3zJE0KzAwUC0/Su8rJCREK/uWyokTJyCTyfDhwwfJYkjZ73K5HC4uLujfvz/evHmT620PHDgQnTt3xvPnzzFlyhR07doV9+/f10DUXxYLtkRERJQntWzZEqGhoQgJCcGKFSuwZ88eDB48WOP7sba2hpmZmca3K5WkpCQkJydn+PyRI0cQGhqKixcvonbt2ujUqRNu376tsf0rz9vjx48xdepULF68GKNGjUq3bVZv8PXs2TMkJCSgTZs2cHR0hLGxMUxNTWFjY6OxuImIiPIL5kg5k16ONGrUKISGhqq+nJ2dMXnyZLV1Li4uEkWcPfHx8V98n7m5WWuFChUQGhqKZ8+eYcmSJdizZw969+6dbtvM8lulqKgohIWFwdvbG05OTjAzM4ORkRHs7OxyHKdUWLAlIiKiPMnAwAAODg5wdnaGl5cXunbtikOHDqmeT0pKQr9+/VCiRAkYGRnBzc0NCxYsUNtGUlISRowYAUtLS9jY2GD06NEQQqi1SX253/v379G7d29YWVnB2NgYrVq1woMHD1TPb9y4EdbW1ti7dy/c3NxgbGyMzp0749OnT1izZg1cXV1hZWWFoUOHqt09Nj4+HqNHj0bRokVhYmKCOnXq4MSJEwAUIx369OmDiIgI1WiDwMDATF8H/G/Uyd69e+Hu7g4DAwM8ffo0w361sbGBg4MDypUrh2nTpiEhIQHHjx/P6mnJlPK8ubi4oHv37ujRo4dqVK7yErRVq1ahZMmSMDAwgBACz549Q/v27WFqagpzc3N06dIFr1+/Vh1fpUqVAAAlS5ZUjXTJ7HI2IQRmz56NkiVLwsjICFWqVMG2bds0dpxERERSyas5UsqcJLs50pgxY+Du7g4zM7MvmiOZmprCwcFB9SWXy2FmZqZ6bGRkhEGDBsHOzg7m5uZo2rQpbty4oXp9ytymWLFiMDU1xaBBg5CUlITZs2fDwcEBdnZ2mDZtmtp+ZTIZlixZglatWsHIyAglSpTA1q1b1dq8ePECXbt2hZWVFWxsbNC+fXu10b7KKSxmzJgBJycnlC1bFgCwfv161KxZU3UcPXr0UI1cDQkJQZMmTQAAVlZWkMlk8PPzAwC4urpi/vz5ajFUrVpV1d/KuP/44w+0b98eJiYmmDp1KgBgz549qFGjBgwNDVGyZElMmjQJiYmJ+BxdXV04ODigaNGi8PHxwbBhw3Do0CHExMRkeO4+9x48ceKE6h8MTZs2hUwmw4kTJ7I0Qnv16tUoX748DA0NUa5cOSxevPiz7b8EXakDICIioi9HCCA6Wpp9GxsDOb2p6uPHj3HgwAHo6emp1iUnJ8PZ2RlbtmxBkSJFcO7cOXz77bdwdHREly5dAABz587FqlWrsHLlSri7u2Pu3LnYuXMnmjZtmuG+/Pz88ODBA/z1118wNzfHmDFj0Lp1a/zzzz+Qy+UAgOjoaPz222/YtGkTPn78iI4dO6Jjx46wtLREcHAwHj9+jE6dOqFhw4bo2rUrAKBPnz4ICQnBpk2b4OTkhJ07d6Jly5a4desW6tevj/nz52PixIm4d+8eAMUHiMxeV6ZMGVU8M2bMwIoVK2BjY5OlUQQJCQlYvnw5AKj1q6YZGRmpjb54+PAhtmzZgu3bt6v6s0OHDjAxMcHJkyeRmJiIwYMHo2vXrjhx4gS6du0KFxcXNG/eHH///TdcXFxga2ub6X7Hjx+PHTt2YMmSJShTpgxOnTqFnj17wtbWFo0aNdLa8RIRUf72KT7jaXxkUE9kPtdWR6YDIz2jTNua6JtkM0J1eSVHUu4/NznSihUrUKZMGezevVvSHElJCIE2bdrA2toawcHBsLCwwNKlS9GsWTPcv38f1tbWAIBHjx5h//79OHDgAB49eoTOnTvjyZMnKFu2LE6ePIlz586hb9++aNasGerWrava/oQJEzBz5kwsWLAA69atQ7du3VCxYkWUL18e0dHRaNKkCRo1aoRTp05BV1cXU6dORcuWLXHz5k3o6+sDAI4ePQpzc3McPnxYVXCPj4/HlClT4ObmhrCwMAwfPhyDBw/GwYMH4eLigu3bt6NTp064d+8ezM3NYWRklPbgPyMgIAAzZszAr7/+CrlcjoMHD6Jnz5747bff0KhRIzx69Ajffvutqm1WGRkZITk5WVXoTe/cde/ePcP3YP369XHv3j24ublh+/btqF+/PqytrTOd0mL58uUICAjA77//jmrVquHatWsYMGAATExM4Ovrm62+0ShBGhMRESEAiIiICKlDybH4+Hixa9cuER8fL3UolAs8jwUHz2XBIOV5jImJEf/884+IiYkRQggRFSWEomz75b+iorIet6+vr5DL5cLExEQYGhoKAAKAmDdv3mdfN3jwYNGpUyfVY0dHRzFz5kzV44SEBOHs7Czat2+vWufh4SF++OEHIYQQ9+/fFwDE2bNnVc+/fftWGBkZiS1btoikpCSxaNEiAUA8fPhQ1WbgwIHC2NhYfPz4UbXO29tbDBw4UAghxMOHD4VMJhMvXrxQi7dZs2Zi3LhxQgghVq9eLSwsLNSez+rrAIjr169/tm+ePHkiAAgjIyNhYmIidHR0BADh6uoqwsPDVe2U2zMxMUnzBUDs3Lkzw334+vqq9e3FixeFjY2N6NKlixBCiICAAKGnpyfCwsJUbQ4dOiTkcrl49uyZat2dO3cEAPH3338LIYS4du2aACCePHmiahMQECCqVKmS7r6joqKEoaGhOHfunFp8/fr1E926dRNJSUni/fv3IikpSfVc6p+VlDSd42l6e/xboT3sW+1h32oP+zZrMvq9j0Bk+NVqfSu1vx/G04wzbOux2kNtu0VmF0m3XXbl1RxJiP/lEDnJkZ4/f67Wt18yR0qpePHi4tdffxVCCHH06FFhbm4uYmNj1dqUKlVKLF26VAihyEeMjY1FZGSk2vG5urqq5Rlubm5ixowZqscAxHfffae23Tp16ohBgwYJIYRYuXKlcHNzE8nJyarn4+LihJGRkTh48KAQQvFesLe3F3FxcZ89pgsXLqjlHcePHxcAxPv37zM8dqUqVaqIgIAAtbj9/f3V2jRq1EhMnz5dbd26deuEo6NjhjGlzuPu3r0rSpcuLWrXri2ESP/cZeU9+P79ewFAHD9+XNUm9fsn9b5dXFzExo0b1eKbMmWKqFevXrqxp/zdkfr3rSZzPI6wJSIiojypSZMmWLJkCaKjo7FixQrcv38fQ4cOVWvzxx9/YMWKFXj69CliYmIQHx+vukw+IiICoaGhqFevnqq9rq4uatasmeaSP6W7d+9CV1cXderUUa2zsbGBm5sb7t69q1pnbGyMUqVKqR7b29vD1dVVNeJDuS4sLAwAcPXqVQghVJeqKcXFxX12Htasvk5fXx+VK1fOcDspbd68GeXKlcP9+/fh7++PP/74QzVCRMnMzAxXr15N81rlaJXP2bt3L0xNTZGYmIiEhAS0b98eCxcuVD1fvHhxtRGyd+/ehYuLi9r8cO7u7rC0tMTdu3dRq1atLB1XSv/88w9iY2PRokULtfXx8fGoVq1atrdHRESUlxTEHKlcuXJq+5MiR0rtypUriIqKShNHTEwMHj16pHrs6uqqNtevvb095HI5dHR01NYpj1kpZf8rH1+/fl2174cPH6aZQzg2NlZt35UqVVKNtlW6du0aAgMDcf36dbx790419+uzZ89QsWLFrB5+hmrWrKn2+MqVK7h06ZLatA9JSUmIjY1FdHQ0jI2N093OrVu3YGpqiqSkJMTFxcHT0xPLli1TPZ/63GX1PZgdb968wfPnz9GvXz8MGDBAtT4xMREWFhY52qamsGBLRERUiBgbA1FR0u07O0xMTFC6dGkAwG+//YYmTZpg0qRJqrsVb9myBcOHD8fcuXNRr149mJmZYc6cObh48WKOY8zoQ4oQArIU8zmknkJAJpOlu06ZICcnJ0Mul+PKlSuqaQCUUn6ASS2rrzMyMlKL73NcXFxQpkwZlClTBqampujUqRP++ecftUsEdXR0VH2fXcoPkXp6enByckrTLyYm6pd+pu7bzNZnhbLf9+3bh6JFi6o9Z2BgkKNtEhFR4RA1LuNESQYZ4qP/d2OnsFFhGbbVkanfMijkh5Bcx6ZUEHOkS5cuISYmBqampqpC55fOkdLbh6Ojo9q8uEop50TN7jF/jjLW5ORk1KhRAxs2bEjTJuU/vlPnVZ8+fYKXlxe8vLywfv162NraIiQkBK1atcr0pmQ6OjppznN6NxVLvc/k5GRMmjQJHTt2TNPW0NAww/25ubnhr7/+glwuh5OTU5ocLfW5y+p7MDuU52T58uVqhWAAad5XXxoLtkRERIWITAaY5G6qNMkEBASgVatWGDRoEJycnHD69GnUr19f7a7IKUccWFhYwNHRERcuXEDjxo0BKP5bfuXKFVSvXj3dfbi7uyMxMREXL15E/fr1AQDh4eG4f/8+ypcvn+PYq1WrhqSkJISFhWU4f6q+vr7aDTiy+rrc8PDwQMWKFTFt2rQ0NyPJqZQfIrPC3d0dz549w/Pnz1WjbP/55x9ERETkuM+VN6d49uwZPDw80jyflQ9MRERUOH1uTtnk5GTEIz5LbbOz3dwqKDlSlSpVYG5urjYyFZAmRwKA6tWr49WrV9DV1YWrq6vGt3/hwgX07t1b7bHySqDq1atj8+bNqpudZdW///6Lt2/fYubMmaq86u+//1ZroxyRm7pPbW1tERoaqnocGRmJJ0+eZLrP6tWr4969e9n+Z7++vn62c0ZNvwft7e1RtGhRPH78GD169MjRNrRFJ/MmRERERNLz9PREhQoVMH36dABA6dKlcfnyZRw8eBD379/HhAkTcOnSJbXX/PDDD5g5cyZ27tyJf//9F4MHD8aHDx8y3EeZMmXQvn17DBgwAGfOnMGNGzfQs2dPFC1aFO3bt89x7GXLlkWPHj3Qu3dv7NixA0+ePMGlS5cwa9YsBAcHA1BcThcVFYWjR4/i7du3iI6OztLrcmvkyJFYunQpXrx4oZHtZVfz5s1RuXJl9OjRA1evXsXff/+N3r17w8PDI80ld1llZmaGUaNGYfjw4VizZg0ePXqEa9euYdGiRVizZo2Gj4CIiEhaBSFH8vPzw549e/JUjtS8eXPUq1cPHTp0wMGDBxESEoJz585h/PjxuHz5cq63v3XrVqxatQr3799HQEAA/v77b3z//fcAgB49eqBIkSJo3749Tp8+jSdPnuDkyZP44Ycf8N9//2W4zWLFikFfXx8LFy7E48eP8ddff6lNVQAopqeSyWTYu3cv3rx5g6j/v/yuadOmWLduHU6fPo3bt2/D19c3S6NMJ06ciLVr1yIwMBB37tzB3bt3sXnzZowfPz4XvZOWtt6DgYGBmDFjBhYsWID79+/j1q1bWL16NebNm6fB6LOPBVsiIiLKN0aMGIHly5fj+fPn+O6779CxY0d07doVderUQXh4uNpIEkBRjOzduzf8/PxUlwR+9dVXn93H6tWrUaNGDfj4+KBevXoQQiA4ODjNpW3ZtXr1avTu3RsjR46Em5sb2rVrh4sXL6pGP9SvXx/fffcdunbtCltbW8yePTtLr8stHx8fuLq6pknmvxSZTIZdu3bBysoKjRs3RvPmzVGyZEls3rw5V9udMmUKJk6ciBkzZqB8+fLw9vbGnj17UKJECQ1FTkRElHfk9xypV69eGD9+PMqXL59nciSZTIbg4GA0btwYffv2RdmyZfHNN98gJCQE9vb2ud7+pEmTsGnTJlSuXBlr1qzBhg0b4O7uDkAxF/CpU6dQrFgxdOzYEeXLl0ffvn0RExPz2RG3tra2CAoKwtatW+Hu7o6ZM2eq+kupaNGimDRpEsaOHQt7e3tVkXjcuHFo3LgxfHx80Lp1a3To0EFtPuKMeHt7Y+/evTh8+DBq1aqFunXrYt68eShevHgueid92ngP9u/fHytWrEBQUBAqVaoEDw8PBAUFSZ4zykRGk0BQtkVGRsLCwgIRERHZGrKelyQkJCA4OBitW7fO9S9dkg7PY8HBc1kwSHkeY2Nj8eTJE5QoUeKzc0hR1iQnJyMyMjLdy/Uo/0jvPH7uZ0XTOZ6mt8e/FdrDvtUe9q32sG+zJic5EvMA7SlsfSuTybBz50506NBB6/sqbH2rbSl/d8jlcrXft5rM8XimiIiIiIiIiIiIiPIIFmyJiIiIiIiIiIiI8ghdqQMgIiIiIiIiIiIqLDg7KWVG0hG2p06dQtu2beHk5KS64URKQggEBgbCyckJRkZG8PT0xJ07d9TaxMXFYejQoShSpAhMTEzQrl27NHfMe//+PXr16gULCwtYWFigV69eae5++OzZM7Rt2xYmJiYoUqQIhg0bhvj4eG0cNhEREREREREREVG6JC3Yfvr0CVWqVMHvv/+e7vOzZ8/GvHnz8Pvvv+PSpUtwcHBAixYt8PHjR1Ubf39/7Ny5E5s2bcKZM2cQFRUFHx8fJCUlqdp0794d169fx4EDB3DgwAFcv34dvXr1Uj2flJSENm3a4NOnTzhz5gw2bdqE7du3Y+TIkdo7eCIiIiIiIiIiIqJUJJ0SoVWrVmjVqlW6zwkhMH/+fPz888/o2LEjAGDNmjWwt7fHxo0bMXDgQERERGDlypVYt24dmjdvDgBYv349XFxccOTIEXh7e+Pu3bs4cOAALly4gDp16gAAli9fjnr16uHevXtwc3PDoUOH8M8//+D58+dwcnICAMydOxd+fn6YNm2aRu7eqy1CADKZ1FEQERERERERERGRJuTZOWyfPHmCV69ewcvLS7XOwMAAHh4eOHfuHAYOHIgrV64gISFBrY2TkxMqVqyIc+fOwdvbG+fPn4eFhYWqWAsAdevWhYWFBc6dOwc3NzecP38eFStWVBVrAcDb2xtxcXG4cuUKmjRpkm6McXFxiIuLUz2OjIwEACQkJCAhIUFjfZGR69eB77+X488/k+DiopltKuP+EvGT9vA8Fhw8lwWDlOcxISEBQggkJycjOTn5i++/oFHON6bsU8qf0juPycnJEEIgISEBcrlcrX1uf3a1nTPyb4X2sG+1h32rPezbrMlJjsQ8QHvYt9rDvtWslDmjsj+18Xs3zxZsX716BQCwt7dXW29vb4+nT5+q2ujr68PKyipNG+XrX716BTs7uzTbt7OzU2uTej9WVlbQ19dXtUnPjBkzMGnSpDTrDx06BGNj48wOMVeEAH76qSHu3rWBt3cEpk8/A319zf3gHT58WGPbIunwPBYcPJcFgxTnUVdXFw4ODoiKiuLc7BqUcnomyr9Snsf4+HjExMTg1KlTSExMVGsXHR2dq/18qZyRfyu0h32rPexb7WHffl5uciTmAdrDvtUe9q1mpJczKn/f5jZnTCnPFmyVZKmu9xdCpFmXWuo26bXPSZvUxo0bhxEjRqgeR0ZGwsXFBV5eXl9kGoUKFYC6dQUePrRCcHAbLF2alOvpERISEnD48GG0aNECenp6mgmUvjiex4KD57JgkPI8xsbG4vnz5zA1NYWhoeEX3XdBJITAx48fYWZmlmk+QnlXeucxNjYWRkZGaNy4cZqfFeWI2JzSds6Y1d8xH+M+otfuXvipwU+oXbR2rvdbGPDvsPawb7WHfZs1OcmRmAdoD/tWe9i3mpUyZ5TL5Wq/b3ObM6aUZwu2Dg4OABSjXx0dHVXrw8LCVKNhHRwcEB8fj/fv36uNsg0LC0P9+vVVbV6/fp1m+2/evFHbzsWLF9Wef//+PRISEtKMvE3JwMAABgYGadbr6el9kT+MZcoAmzcD3t5AUJAO6tTRwXffaWbbX+oYSLt4HgsOnsuCQYrzmJSUBJlMBh0dHejoSHqv0QJBedmTsk/zk127dmHUqFF48uQJhg4diqpVq8Lf3x8fPnwAAAQGBmLXrl24fv26pHF+CemdRx0dHchksnR/TnP7c/ulcsbMtjf12FQEPwzG2ednccz3GKo7VtfYvgs6/h3WHvat9rBvPy8nOVJ+zgPyOvat9mS3b8+ePYvvvvsO//77L9q0aQN/f380adIE79+/h6WlJYKCgtRyyMImZc6onEZL+ftWk79z8+xPQYkSJeDg4KB2GUd8fDxOnjypKsbWqFEDenp6am1CQ0Nx+/ZtVZt69eohIiICf//9t6rNxYsXERERodbm9u3bCA0NVbU5dOgQDAwMUKNGDa0eZ241bw7MnKlYHjYMOHdO2niIiKiASkoCTpwA/vxT8T0pSau78/Pzg0wmw3fp/Cdy8ODBkMlk8PPz09j+ZDIZdu3alWk7uVwOKysryOVymJqaokqVKggKClJrc+LECchksnSTWFdXV8yfPz/D7QcGBkImk0Emk0Eul8PFxQX9+/fHmzdvsndA6Rg4cCA6d+6M58+fY8qUKejatSvu37+f6+1S/jG5yWQ0cGmAiLgItFjXArde35I6JCKifE8kCbw/8R6v/3yN9yfeQyQJre4vr+VIQUFBqtwlo68TJ05oLJ68ICQkBDKZTNJ/cqfud0dHR3Tp0gVPnjzJ9bZHjBiBqlWr4smTJwgKCkL9+vURGhoKCwsLDUROWSVpwTYqKgrXr19XvcmfPHmC69ev49mzZ5DJZPD398f06dOxc+dO3L59G35+fjA2Nkb37t0BABYWFujXrx9GjhyJo0eP4tq1a+jZsycqVaqE5s2bAwDKly+Pli1bYsCAAbhw4QIuXLiAAQMGwMfHB25ubgAALy8vuLu7o1evXrh27RqOHj2KUaNGYcCAAV9kaoPcGjUK6NIFSEgAOnUCXr6UOiIiIipQduwAXF2BJk2A7t0V311dFeu1yMXFBZs2bUJMTIxqXWxsLP78808UK1ZMq/v+nEWLFuHFixe4ceMGunbtij59+uDgwYMa236FChUQGhqKZ8+eYcmSJdizZw969+6dbtukpKQs3TwiKioKYWFh8Pb2hpOTE8zMzGBkZJTuPP9UcJnqmyK4RzBqF62NdzHv0GxtM9x9c1fqsIiI8q03O97ggusF3GhyA3e738WNJjdwwfUC3uzI/T9aPycv5Uhdu3ZFaGio6qtevXoYMGCA2jrlYLm8Toob9eXmHhPm5uYIDQ3Fy5cvsXHjRly/fh3t2rVDUjoDK4QQaeboz8ijR4/QtGlTODs7w9LSEvr6+nBwcOB0Cl+YpAXby5cvo1q1aqhWrRoARRW/WrVqmDhxIgBg9OjR8Pf3x+DBg1GzZk28ePEChw4dgpmZmWobv/76Kzp06IAuXbqgQYMGMDY2xp49e9Tu7rthwwZUqlQJXl5e8PLyQuXKlbFu3TrV83K5HPv27YOhoSEaNGiALl26oEOHDvjll1++UE/kjkwGrFwJVKwIvHoFfP01wPvKEBGRRuzYAXTuDPz3n/r6Fy8U67VYtK1evTqKFSuGHSn2sWPHDri4uKhyB6UDBw6gYcOGsLS0hI2NDXx8fPDo0SPV8/Hx8fj+++/h6OgIQ0NDuLq6YsaMGQAUo14B4KuvvoJMJlM9zoiFhQUcHBxQqlQp/PTTT7C2tsahQ4c0c9D4301QihYtCh8fHwwbNgyHDh1CTEwMgoKCYGlpib1798Ld3R0GBgZ4+vQp3r9/j969e8PKygrGxsZo1aoVHjx4AEAx4leZOzVt2lQ10kW5rc9ZvXo1ypcvD0NDQ5QrVw6LFy/W2HGSNMwNzHGgxwFUc6iGN9Fv0GxtMzwIfyB1WERE+c6bHW9wp/MdxP0Xp7Y+7kUc7nS+o9WibV7KkYyMjODg4KD60tfXh7GxseqxtbU1xo8fj6JFi8LExAR16tRRG3GbMrepVasWTE1N0blzZ3z69Alr1qyBq6srrKysMHToULVCpKurK6ZMmYLu3bvD1NQUTk5OWLhwoVpsERER+Pbbb2FnZwdzc3M0bdoUN27cUD0fGBiIqlWrYtWqVShZsiQMDAwghMi0z0qUKAEAqFatGmQyGTw9PQEAnp6e8Pf3V4uhQ4cOaiOeXV1dMXXqVPj5+cHCwgIDBgwAAJw7dw6NGzeGkZERXFxcMGzYMHz69ClNf6ckk8ng4OAAR0dHNGnSBAEBAbh9+zYePnyouuLr4MGDqF27Nuzt7XH69GnExcVh2LBhsLOzg6GhIRo2bIhLly4B+N/I4fDwcPTt2xcymQxBQUGfvXpMac+ePahRowYMDQ1RsmRJTJo0KcsFYkqfpAVbT09PCCHSfCkvLZTJZAgMDERoaChiY2Nx8uRJVKxYUW0bhoaGWLhwIcLDwxEdHY09e/bAxcVFrY21tTXWr1+PyMhIREZGYv369Wk+oBQrVgx79+5FdHQ0wsPDsXDhwnTnGsurTE2BnTsBS0vFtAipfkcQEREpCAF8+pS1r8hIxXw7Ip1L+5TrfvhB0S4r20tvO5no06cPVq9erXq8atUq9O3bN027T58+YcSIEbh06RKOHj0KHR0dfPXVV6rRp7/99hv++usvbNmyBffu3cP69etVHzqUSerq1asRGhqqepyZpKQkbNmyBe/evdPqHIFGRkZITk5WJb3R0dGYMWMGVqxYgTt37sDOzg5+fn64fPky/vrrL5w/fx5CCLRu3RoJCQmoX78+7t27BwDYvn17lke6LF++HD///DOmTZuGu3fvYvr06ZgwYQLWrFmjtWOlL8PKyAqHeh1CJbtKCI0KRZdtXSBy8PNJRFSQCCGQ9CkpS1+JkYl4MOwBkN6vzv9f9/CHh0iMTMzS9nLyOzgv50ip4zx79iw2bdqEmzdv4uuvv0bLli1V/1gGFLnNwoULsXLlSgQHB+PEiRPo2LEjgoODERwcjHXr1mHZsmXYtm2b2rbnzJmDypUr4+rVqxg3bhyGDx+umjJTCIE2bdrg1atXCA4OxpUrV1C9enU0a9YM7969U23j4cOH2LJlC7Zv3666+juzPlNOuXnkyBGEhoaqFc6zYs6cOahYsSKuXLmCCRMm4NatW/D29kbHjh1x8+ZNbN68GWfOnMH333+fre0aGRkBUB8pPHr0aEybNg0XL15E5cqVMXr0aGzfvh1r1qzB1atXUbp0aXh7e+Pdu3dwcXFBaGgozM3NMX/+fISGhqJr166Z7vfgwYPo2bMnhg0bhn/++QdLly5FUFAQpk2blq34SV2evekYZV/p0sCGDYCPD7BkCVCzJpDO72siIirMoqMV/+XTBCEUI2+zOp9VVBRgYpKtXfTq1Qvjxo1T/cdfmfCnngutU6dOao9XrlwJOzs7/PPPP6hYsSKePXuGMmXKoGHDhpDJZChevLiqra2tLQDA0tJSddPTz+nfvz8GDhyI2NhYJCUlwdraGv3790/TztnZOc266OjorBy2yr///oslS5agdu3aqlGyCQkJWLx4MapUqQIAePDgAf766y+cPXtWVYjdsGEDXFxcsGvXLnz99deqqQ+sra2zdIwAMGXKFMydOxcdO3YEoBhNokzCfX19s3UclPcUMS6CI72PoMvWLvit1W+8zJGICr3k6GScNj2tmY0JIO6/OJyxOJOl5o2iGkFuIs+8YQp5MUdK7dGjR/jzzz/x33//wcnJCQAwatQoHDhwAKtXr8b06dMB/C+3sbW1hbm5OTp37ox169bh9evXMDU1hbu7O5o0aYLjx4+rFRAbNGiAsWPHAgDKli2Ls2fP4tdff0WLFi1w/Phx3Lp1C2FhYarBeL/88gt27dqFbdu24dtvvwWgGGG8bt061bFmpc+UbW1sbHLUL02bNsWoUaNUj3v37o3u3burRueWKVMGv/32Gzw8PLBkyRIYGhpmus3//vsPc+bMgbOzM8qWLYu3b98CACZPnowWLVogMjIScrkcS5YsQVBQEFq1agVA8Q/6w4cPY+XKlfjxxx9VUx8oryjLimnTpmHs2LGq/LBkyZKYMmUKRo8ejYCAgOx0DaXAgm0B07o1MHkyMGECMGgQUKkSUKuW1FERERHlTJEiRdCmTRusWbNGNVKiSJEiado9evQIEyZMwIULF/D27VvVCIhnz56hYsWK8PPzQ4sWLeDm5oaWLVvCx8cHXl5eOYpp2rRp8PHxwYsXLzBixAgMHz4cpUuXTtPu9OnTatM4AVBdMvc5t27dgqmpKZKSkhAXFwdPT08sW7ZM9by+vj4qV66senz37l3o6uqiTp06qnU2NjZwc3PD3bs5m5/0zZs3eP78Ofr166e6VA8AEhMTecOJAsTOxA7HfY+rFWuFECzeEhHlA3kxR0rt6tWrEEKgbNmyauvj4uJgY2OjemxsbIxSpUohMjISAGBvbw9XV1eYphhkYG9vj7CwMLXt1KtXL81j5c1dr1y5gqioKLX9AEBMTIza9AbFixdXK9YCmfdZbtWsWVPt8ZUrV/Dw4UNs2LBBtU4IgeTkZDx58gTly5dPdzsREREwNTWFEALR0dGoXr06duzYAX19/XT39ejRIyQkJKBBgwaqdXp6eqhdu3aOc0Zl/JcuXVIbUZuUlITY2FhER0fD2Ng4x9suzFiwLYB++gm4fBnYvRvo2BG4cgXgPUWIiAgAYGysGOmaFadOKf4TmJngYKBx46ztOwf69u2ruiRs0aJF6bZp27YtXFxcsHz5cjg5OSE5ORkVK1ZU3cihevXqePLkCfbv348jR46gS5cuaN68eZpL67LC3t4epUuXRtmyZbF161ZUq1YNNWvWhLu7u1q7EiVKpJmCSVc389TLzc0Nf/31F+RyOZycnNJM0WRkZJSmwJae3BTelB9Mli9frlYIBqB2nwDK/1K+R04/PY1Rh0dhT7c9sDNh8khEhYuOsQ4aRTX6bJvk5GRERkZC3BC43eZ2ptusFFwJlo0ts7TvnMhrOVJqycnJkMvluHLlSpr8IWUxNvXUUjKZLN11WbnRqvLvWnJyMhwdHdOMOAaglp+ZpHP1V2Z9lhEdHZ00eVl6NzJLvc/k5GQMHDgQw4YNS9P2czeRMzMzw9WrV6GjowN7e/t0jyXlOmVsqfPD3P6zNjk5GZMmTVJdlZVSVkYHU/pYsC2AdHSAtWuB2rWBe/eALl2Aw4cBLU6vR0RE+YVMlvVpCby8AGdnxQ3G0isKymSK5728AC0W8Vq2bKlKkL29vdM8Hx4ejrt372Lp0qVo1EjxQevMmbSXIJqbm6Nr167o2rUrOnfujJYtW+Ldu3ewtraGnp5eunfUzUzp0qXRqVMnjBs3Drt3787269Ojr6+f7ojdjLi7uyMxMREXL15UTYkQHh6O+/fvZzgiIzP29vYoWrQoHj9+jB49euRoG5S/JCYnYsCeAbgXfg/N1zbHcd/jsDG2yfyFREQFhEwmy3RaAlmyDPIkOcxamMHA2QBxL+LSn8dWBhg4G8DayxoyufauWsjLORKguClXUlISwsLCVPvXpAsXLqR5XK5cOQCKQvSrV6+gq6ub6Q1lU8pKnylHsKbuF1tbW4SGhqoeJyUl4fbt22jSpMln91m9enXcuXMnW/kfoCgQZ+c1pUuXhr6+Ps6cOYPu3bsDUBSUL1++nOZmadlRvXp13Lt3L9vx0+exYFtAmZsDu3YpirYnTwKjRwO//ip1VERElK/I5cCCBUDnzoribMqirfK/8PPna7VYqwhDrrpMK73RnVZWVrCxscGyZcvg6OiIZ8+eqeYzU/r111/h6OiIqlWrQkdHB1u3boWDg4NqhIWrqyuOHj2KBg0awMDAAFZWVlmOb+TIkahSpQouX76c5hK3L6FMmTJo3749BgwYgKVLl8LMzAxjx45F0aJF0b59+xxvNzAwEMOGDYO5uTlatWqFuLg4XL58Ge/fv8eIESM0eASUF+jq6GJPtz1oHNQYt8JuwWu9F472PgpLQ0upQyMiynNkchlKLyiNO53vADKoF23/P0UqPb+0Vou1QN7PkcqWLYsePXqgd+/emDt3LqpVq4a3b9/i2LFjqFSpElpn5Uquzzh79ixmz56NDh064PDhw9i6dSv27dsHAGjevDnq1auHDh06YNasWXBzc8PLly8RHByMDh06ZJizZaXP7OzsYGRkhAMHDsDZ2RmGhoawsLBA06ZNMWLECOzbtw+lSpXCr7/+ig8fPmR6HGPGjEHdunUxZMgQDBgwACYmJrh79y4OHz6MhQsX5qqPUjIxMcGgQYPw448/wtraGsWKFcPs2bMRHR2Nfv365Xi7EydOhI+PD1xcXPD1119DR0cHN2/exK1btzB16lSNxV/Y5GzcPeUL5copRtoCis/TGzdKGg4REeVHHTsC27YBRYuqr3d2VqxP59InbTA3N4e5uXm6z+no6GDTpk24cuUKKlasiOHDh2POnDlqbUxNTTFr1izUrFkTtWrVQkhICIKDg6Gjo0iF5s6di8OHD8PFxQXVqlXLVmyVKlVC8+bNMXHixJwdnAasXr0aNWrUgI+PD+rVqwchBIKDg9NcTpgd/fv3x4oVKxAUFIRKlSrBw8MDQUFBKFGihAYjp7ykjE0ZHO19FLbGtrgaehUt17dERGyE1GEREeVJth1tUWFbBRgUVZ+6yMDZABW2VYBtR9sMXqlZeTlHAhQ5Su/evTFy5Ei4ubmhXbt2uHjxIlxcXLJ/sKmMHDkSV65cQbVq1VQ3S1WONJbJZAgODkbjxo3Rt29flC1bFt988w1CQkJgb2+f4Taz0me6urr47bffsHTpUjg5Oan+Qd63b1/4+vqid+/e8PDwQIkSJTIdXQsAlStXxsmTJ/HgwQM0atQI1apVw4QJE+Do6JiL3knfzJkz0alTJ/Tq1QvVq1fHw4cPcfDgwWwV4lPz9vbG3r17cfjwYdSqVQt169bFvHnz1G5gR9knExlNfEbZFhkZCQsLC0RERGT4C1MKEyYAU6cCZmbA9etAyZIZt01ISEBwcDBat26dqw95JC2ex4KD57JgkPI8xsbG4smTJyhRokTu5pBKSgJOnwZCQwFHR6BRI62PrM2LlHPXmZubqz7IUP6T3nn83M+KpnM8TW9P079jbr6+iSZrmuBdzDvUKVoHB3sehIVh4bzZHP8Oaw/7VnvYt1mTkxwpvb8fIkngw+kPiA+Nh76jPiwbWWp9ZG1BlN0cy9XVFf7+/rm6lL+wYP6qWSl/d8jlcrXft5rM8XimCoHAQMXn6o8fgZ49gcREqSMiIqJ8Ry4HPD2Bbt0U3wthsZaosKhsXxlHeh2BtZE1Lr64iFlnZ0kdEhFRniWTy2DlaQX7bvaw8rRisZaINIIF20JALgfWrVPMa3v+PDB9utQREREREVFeVs2xGo71PgbfKr4I9AyUOhwiIiKiQoUF20KieHFgyRLF8uTJQKqbKRIRERERqaniUAVBHYKgL1fcDVsIgY9xHyWOioiICAgJCeF0CFSgsWBbiHTvrvhKSgJ69FBMkUBERERElBkhBIbuH4rGQY0RHh0udThEREREBRoLtoXMokWK0baPHwPDhkkdDRERERHlB6FRodj6z1Zcf3UdzdY2w9vot1KHRERERFRgsWBbyFhaKuaz1dEBgoKAbdukjoiIiL4EIYTUIRDlacnJyVKHkKc5mTnhuO9x2JvY48brG2i6pinefHojdVhERLnGHImIsuNL/c7Q/SJ7oTylUSNg3Dhg2jTg22+BunUBZ2epoyIiIm3Q09ODTCbDmzdvYGtrC5mMdy7OjeTkZMTHxyM2NhY6Ovy/d36V8jzKZDLEx8fjzZs30NHRgb6+vtTh5Vnutu444XcCTdY0wa2wW2i6timO9j4KOxM7qUMjIsq2nORIzAO0h32rPexbzRFC4M2bN5DJZNDT09PqP/xZsC2kAgKAQ4eAS5cAX1/g8GHFqFsiIipY5HI5nJ2d8d9//yEkJETqcPI9IQRiYmJgZGTE4nc+lt55NDY2RrFixfhBJhPlipTDCV9F0fZ22G00WdMEx3ofg72pvdShERFlS05yJOYB2sO+1R72rWbJZDI4OztDLpezYEuap6cHrF8PVKsGHDsGzJsHjBoldVRERKQNpqamKFOmDBISEqQOJd9LSEjAqVOn0LhxY+jp6UkdDuVQ6vMol8uhq6vLDzFZ5FbETTXS9t+3/+LvF3+jrVtbqcMiIsq27OZIzAO0h32rPexbzVLmjtrGgm0hVrYssGABMGAA8NNPQLNmQMWKUkdFRETaIJfLv0hiUdDJ5XIkJibC0NCQCW8+xvOYe2VtyuKk30nceHWDxVoiyteykyPx74f2sG+1h32bP/Gar0KuXz+gQwcgIQHo0QOIjpY6IiIiIiLKD0pbl0Yn906qx/9F/oeXH19KGBERERFRwcCCbSEnkwHLlwOOjsDdu8CECXxLEBEREVH2vIh8Ac8gT3gGeeJZxDOpwyEiIiLK11idIxQpAqxapVj+4w8dhIcbShsQEREREeUrCckJSBJJePDuARquaoj74felDomIiIgo32LBlgAALVsCjRsDCQky7N5dSupwiIiIiCgfcbV0xSm/U3CzccPzyOdotLoRbr6+KXVYRERERPkSC7akMm6c4vvBg64ID5c2FiIiIiLKX1wsXHCqzylUdaiKsE9h8AjywIX/LkgdFhEREVG+w4ItqXh7A1WrCsTF6eL33/nWICIiIqLssTOxw3Hf46jvUh8fYj+g+drmOPPsjNRhEREREeUrrMqRikwGjBmTBABYvFgHHz9KHBARERER5TuWhpY41PMQWpRsgaLmRVHWpqzUIRERERHlKyzYkpoOHQScnKLw/r0MS5dKHQ0RERER5Ucm+ibY020PTviegJ2JndThEBEREeUrLNiSGrkc6NTpAQBg3jwgNlbigIiIiIgoXzLQNYCjmaPq8eprq7H40mIJIyIiIiLKH1iwpTQaN34OZ2eB0FBgzRqpoyEiIiKi/O5a6DX039MfQ4KHYOaZmVKHQ0RERJSnsWBLaejpCYwYkQwAmDULSEyUOCAiIiIiyteqOlTFTw1/AgCMOzoOY4+MhRBC4qiIiIiI8iYWbCldffsmo0gR4MkTYMsWqaMhIiIiovxMJpNhStMpmNNiDgBg1tlZGBI8BMkiWeLIiIiIiPIeFmwpXcbGgL+/YnnGDCCZuTQRERER5dKo+qOw1GcpZJBhyeUl6L2zNxKSEqQOi4iIiChPYcGWMjRkCGBmBty+DezbJ3U0RERERFQQfFvjW2zouAG6OrrYcGsDtv6zVeqQiIiIiPIUFmwpQ5aWwODBiuXp0wFOM0ZEREREmtCtUjfs7LoTP9b/Ed0qdpM6HCIiIqI8hQVb+qzhwwFDQ+DCBeDkSamjISIiIqKCwqesD2a3mA2ZTAYAiE6IxvuY9xJHRURERCQ9Fmzps+ztgb59FcvTp0sbCxEREREVTHGJcei4uSM8gjzwKuqV1OEQERERSYoFW8rUjz8Ccjlw+DBw+bLU0RARERFRQfPi4wvceH0Dt8JuodHqRnj64anUIRERERFJhgVbypSrK9C9u2J5xgxJQyEiIiKiAqikVUmc6XMGrpauePjuIRqtboR7b+9JHRYRERGRJFiwpSwZO1bxfccO4O5daWMhIiIiooKnlHUpnO5zGuWKlMPzyOdotLoRrr+6LnVYRERERF8cC7aUJe7uQIcOiuWZMyUNhYiIiIgKKGdzZ5zyO4XqjtXxJvoNPIM8ce75OanDIiIiIvqiWLClLPvpJ8X3deuA8+eljYWIiIiICiZbE1sc630MDYs1hICAka6R1CERERERfVEs2FKW1aoF9O4NCAH06wfExUkdEREREREVRBaGFjjY8yCO+x5HNcdqUodDRERE9EWxYEvZ8uuvgL29Yh7bKVOkjoaIiIiICipjPWNUd6yuenz++XksvLhQwoiIiIiIvgwWbClbrK2BRYsUyzNnAtevSxoOERERERUCoR9D0WZjGww7MAw/H/0ZQgipQyIiIiLSGhZsKds6dVJ8JSUBffsCCQlSR0REREREBZmDqQNG1R8FAJh+ZjoG7h2IpOQkiaMiIiIi0g4WbClHfv8dsLICrl0D5syROhoiIiIiKshkMhl+avQTlvoshY5MB8uvLkeXbV0QmxgrdWhEREREGseCLeWIgwMwf75iedIkxZy2RERERETa9G2Nb7Gl8xboy/Wx4+4OtN7QGpFxkVKHRURERKRRLNhSjvXqBbRsCcTHA/36KaZIICIiIiLSpk7unbC/x36Y6pvieMhxTD89XeqQiIiIiDSKBVvKMZkMWLoUMDMDzp9XTJNARERERKRtTUs0xQnfE+js3hmBnoFSh0NERESkUSzYUq4UKwbMnq1Y/ukn4PFjaeMhIiIiosKhhlMNbP16Kwx1DQEAQgg8j3gucVREREREuceCLeXat98CHh5AdLRiWQipIyIiIiKiwmbskbGo8kcVnHt+TupQiIiIiHKFBVvKNR0dYMUKwMgIOHoUWLlS6oiIiIiIqDCJTYzFmedn8D72PZqvbY7gB8FSh0RERESUYyzYkkaULg1MmaJYHjkSePFC2niIiIiIqPAw1DXE4V6H0ap0K8QkxqD9pvbYcHOD1GERERER5QgLtqQx/v5A7dpAZCQwaBCnRiAiIiKiL8dYzxi7v9mNnpV7IjE5ET139sSCCwukDouIiIgo21iwJY2Ry4FVqwA9PWDPHmDTJqkjIiIiIqLCRE+uhzUd1sC/jj8AwP+gPwJPBEoaExEREVF2sWBLGlWhAjBhgmJ52DDgzRtp4yEiIiKiwkVHpoN53vMwrek0yCBDWZuyUodERERElC0s2JLGjR0LVK4MvH0LDB0qdTREREREVNjIZDL81Ogn3Bp0C90rdZc6HCIiIqJsYcGWNE5PTzE1glwObN4M7N4tdUREREREVBhVsKugWn758SX8dvkhMi5SwoiIiIiIMseCLWlFjRrAqFGK5UGDgA8fJA2HiIiIiAoxIQS+3vo11txYgyZrmiDsU5jUIRERERFliAVb0pqAAKBsWSA0VDFNAhERERGRFGQyGX5r+RtsjW1xNfQqGq5qiCfvn0gdFhEREVG6WLAlrTEyApYvVywvWwZcuiRtPERERERUeNVwqoEzfc+guEVxPHj3APVX1ceNVzekDouIiIgoDRZsSasaNwZ69gSEAAYPBpKSpI6IiIiIiAqrsjZlca7fOVSyq4RXUa/QOKgxToaclDosIiIiIjUs2JLWzZkDmJsDly8DK1dKHQ0RERERFWZOZk441ecUGhVrhMi4SIw4NALJIlnqsIiIiIhUWLAlrXNwAKZMUSyPGwe8fSttPERERERUuFkaWuJgz4P4rsZ32P3NbujI+LGIiIiI8g5mJvRFDB4MVK4MvHunKNoSEREREUnJSM8IS3yWwNncWbXu8svLEEJIGBURERERC7b0hejqAosXK5ZXrAAuXJA2HiIiIiKilLbc2YLay2tj6P6hSErmjReIiIhIOizY0hfToAHg56dYHjKENyAjIiIiorzjbbRi3q5Flxah2/ZuiEuMkzgiIiIiKqxYsKUvatYswMICuHoVWLpU6miIiIiIiBQG1xqMPzv9CT0dPWz9Zytab2yNyLhIqcMiIiKiQogFW/qi7OyAadMUyz//DISFSRsPEREREZFS14pdEdwjGKb6pjj25Biar2+ODwkfpA6LiIiIChkWbOmL++47oFo14MMHYOxYqaMhIiIiIvqf5iWb44TvCdga2+L66+sY+2As3se8lzosIiIiKkRYsKUvTi7/3w3IVq8Gzp2TNh4iIiIiopRqONXA2b5nUcKyBGpb1IaloaXUIREREVEhwoItSaJuXaBfP8Xy4MFAYqK08RARERERpVTGpgzO9zkPPyc/yGQyAIAQQuKoiIiIqDBgwZYkM2MGYGUF3LgBLFkidTREREREROqsjayhI1N8ZIpLjEObjW2w7Z9tEkdFREREBR0LtiQZW1tg+nTF8vjxwOvX0sZDRERERJSRJZeXYP/D/eiytQuWXOJoAyIiItIeFmxJUgMGADVrApGRwOjRUkdDRERERJS+obWH4rsa30FAYHDwYAQcD+AUCURERKQVLNiSpJQ3IJPJgLVrgdOnpY6IiIiIiCgtuY4ci9ssRqBHIABg8qnJGLRvEJKSk6QNjIiIiAocFmxJcrVqKUbaAoobkCUkSBsPEREREVF6ZDIZAjwDsKTNEsggw9IrS9FlWxfEJsZKHRoREREVICzYUp4wfTpgYwPcvg0sWiR1NEREREREGfuu5nfY+vVW6Mv1cezJMTz98FTqkIiIiKgAYcGW8gQbG2DmTMXyxIlAWJi08RARERERfU4n90442PMg/vrmL7gVcZM6HCIiIipAWLClPKNvX8UNyD5+BKZNkzoaIiIiIqLP83T1RKPijVSPzzw7g3tv70kYERERERUELNhSnqGj879RtkuWACEhkoZDRERERJRlt8Nuw2ejDxqsaoCL/12UOhwiIiLKx1iwpTylWTOgeXPFjccCAqSOhoiIiIgoa+xM7FDWpizCY8LRZE0T7Lu/T+qQiIiIKJ9iwZbynBkzFN/XrQNu3ZI2FiIiIiKirLAzscMx32PwLuWNmMQYtN/UHquvrZY6LCIiIsqHWLClPKdmTeDrrwEhgJ9/ljoaIiIiIqKsMdU3xZ5ue9Crci8kiST0/asvpp+eDiGE1KERERFRPsKCLeVJU6YAcjmwZw9w9qzU0RARERERZY2eXA9rOqzB6PqjAQA/H/sZ626ukzgqIiIiyk9YsKU8yc0N6NtXsTx2rGK0LRERERFRfiCTyTCrxSz86v0rWpRsga4VukodEhEREeUjLNhSnjVxImBoCJw5A+zfL3U0RERERETZ41/XH/t77IeBrgEAIFkk42PcR4mjIiIioryOBVvKs5ydgaFDFcvjxgHJydLGQ0RERESUXXIdOQBACIERB0eg4eqGePnxpcRRERERUV7Ggi3laWPHAhYWwM2bwJ9/Sh0NEREREVHOvIl+g813NuPm65uov7I+7r29J3VIRERElEexYEt5mrU1MGaMYnnCBCA+Xtp4iIiIiIhyws7EDuf6nkMZ6zJ4GvEUDVY1wMX/LkodFhEREeVBLNhSnjdsGODgADx5AixfLnU0REREREQ5U8KqBM72PYtaTrUQHhOOJmuaYN/9fVKHRURERHkMC7aU55mYKG5ABgBTpgBRUdLGQ0RERESUU7YmtjjuexytSrdCTGIM2m9qj6DrQVKHRURERHkIC7aUL/TvD5QqBbx+DSxYIHU0REREREQ5Z6Jvgt3f7IZvFV8ki2SY6ZtJHRIRERHlISzYUr6gp6cYXQsAs2cD4eHSxkNERERElBt6cj2sbr8aZ/ueRSf3TlKHQ0RERHkIC7aUb3TtClStCkRGAjNmSB0NEREREVHuyGQy1HOpp3r8POI5vg/+HrGJsRJGRURERFJjwZbyDR2d/xVqf/8deP5c2niIiIiIiDQlWSSj3aZ2WHRpEVqub4mI2AipQyIiIiKJsGBL+Yq3N+DhAcTFAZMmSR0NEREREZFm6Mh0MNdrLsz0zXDy6Uk0DmqMlx9fSh0WERERSYAFW8pXZLL/jbJdvRq4e1faeIiIiIiINKVpiaY41ecUHEwdcPP1TdRbWQ//vv1X6rCIiIjoC2PBlvKdevWA9u2B5GQgMFDqaIiIiIiINKeqQ1Wc63sOZazL4FnEMzRc1RAX/7sodVhERET0BbFgS/nS5MmK71u2ADdvShsLEREREZEmlbAqgbN9z6KWUy2Ex4Rj+MHhEEJIHRYRERF9ISzYUr5UuTLQpYtieeJEaWMhIiIiItI0WxNbHPM9hn7V+mF7l+2QyWRSh0RERERfCAu2lG8FBgI6OsDu3cDly1JHQ0RERESkWab6pljRbgUczRxV6y6/vMzRtkRERAUcC7aUb5UvD/TooVieMEHaWIiIiIiItG3DzQ2otbwWRhwcgWSRLHU4REREpCUs2FK+FhAAyOXAgQPAuXNSR0NEREREpD1vot8AAOZfnI+eO3oiPile4oiIiIhIG1iwpXytVCmgTx/FMkfZEhEREVFB5l/XH+u+WgddHV38eftP+Gz0wce4j1KHRURERBrGgi3le+PHA3p6wLFjwPHjUkdDRERERKQ9PSv3xJ5ue2CiZ4LDjw+jyZomCPsUJnVYREREpEEs2FK+V7w48O23iuUJEwDeg4GIiIiICrKWpVviuO9xFDEugiuhV9BgVQNExkVKHRYRERFpCAu2VCD89BNgaAicPQscPCh1NERERERE2lWraC2c7XsWrpau+Nr9a5gbmEsdEhEREWkIC7ZUIDg5AYMHK5Y5ypaIiIiICoOyNmVx5dsrmNZ0mmqdYCJMRESU77FgSwXGmDGAiQlw+TKwZ4/U0RARERERaZ+1kTVkMhkAICYhBl7rvbDlzhaJoyIiIqLcYMGWCgw7O2DoUMXyhAlAcrK08RARERERfUmLLy3GkcdH8M22b/D7379LHQ4RERHlEAu2VKD8+CNgbg7cvAls3y51NEREREREX45/XX8MqjkIAgJD9w/F+GPjOUUCERFRPsSCLRUo1tbA8OGK5YAAIClJ2niIiIiIiL4UuY4ci1ovwmTPyQCAaaenof9f/ZGYnChxZERERJQdLNhSgTN8OGBlBdy9C/z5p9TREBERERF9OTKZDBM8JmCZzzLoyHSw6voqdNzcEdEJ0VKHRkRERFnEgi0VOBYWiqkRAGDSJCAhQdp4iIiIiIi+tAE1BmB7l+0w1DXE2edn8SLyhdQhERERURaxYEsF0tChgK0t8PAhsHat1NEQEREREX15Hcp1wOFeh7G3216UsSkjdThERESURSzYUoFkagqMHatYnjwZiIuTNh4iIiIiIik0LNYQ9VzqqR6fCDmBf978I2FERERElBkWbKnAGjQIcHQEnj0DNmyQOhoiIiIiImldf3Udbf9si4arGuL88/NSh0NEREQZYMGWCiwjI2DECMXyL78AycnSxkNEREREJCUXcxdUtKuI97Hv0WxtM+y7v0/qkIiIiCgdebpgm5iYiPHjx6NEiRIwMjJCyZIlMXnyZCSnqLwJIRAYGAgnJycYGRnB09MTd+7cUdtOXFwchg4diiJFisDExATt2rXDf//9p9bm/fv36NWrFywsLGBhYYFevXrhw4cPX+IwSYsGDADMzIC7d4H9+6WOhoiIiIhIOjbGNjjS6whalW6FmMQYtN/UHmtv8IYPREREeU2eLtjOmjULf/zxB37//XfcvXsXs2fPxpw5c7Bw4UJVm9mzZ2PevHn4/fffcenSJTg4OKBFixb4+PGjqo2/vz927tyJTZs24cyZM4iKioKPjw+SkpJUbbp3747r16/jwIEDOHDgAK5fv45evXp90eMlzbOwAAYOVCz/8ou0sRARERERSc1E3wS7v9mNXpV7IUkkwXeXL+acnSN1WERERJRCni7Ynj9/Hu3bt0ebNm3g6uqKzp07w8vLC5cvXwagGF07f/58/Pzzz+jYsSMqVqyINWvWIDo6Ghs3bgQAREREYOXKlZg7dy6aN2+OatWqYf369bh16xaOHDkCALh79y4OHDiAFStWoF69eqhXrx6WL1+OvXv34t69e5IdP2nGsGGAri5w4gTw/28dIiIiIqJCS0+uh6AOQRhZbyQAYPSR0dh0e5PEUREREZFSni7YNmzYEEePHsX9+/cBADdu3MCZM2fQunVrAMCTJ0/w6tUreHl5qV5jYGAADw8PnDt3DgBw5coVJCQkqLVxcnJCxYoVVW3Onz8PCwsL1KlTR9Wmbt26sLCwULWh/MvFBejWTbHMUbZERERERICOTAe/eP2C2c1no1XpVuhUvpPUIREREdH/05U6gM8ZM2YMIiIiUK5cOcjlciQlJWHatGno9v/Vt1evXgEA7O3t1V5nb2+Pp0+fqtro6+vDysoqTRvl61+9egU7O7s0+7ezs1O1SU9cXBzi4uJUjyMjIwEACQkJSEhIyO7h5gnKuPNr/BkZNgxYt04PW7cKTJ6ciBIlpI5IuwrqeSyMeC4LBp7HgoPnsmDI7nnM7fnWds7I96X2FIa+9a/tj6E1hwLJQEJyApKSkxCXFAdjPWOt7rcw9K1U2Lfaw77VHvat9rBvtSd132qyj/N0wXbz5s1Yv349Nm7ciAoVKuD69evw9/eHk5MTfH19Ve1kMpna64QQadallrpNeu0z286MGTMwadKkNOsPHToEY2PtJjjadvjwYalD0LiqVevh+nU7jBz5DP3735Y6nC+iIJ7HwornsmDgeSw4eC4Lhqyex+jo6Fzt50vljHxfak9h6VshBJa9WIbH0Y/xc8mfYa5rrvV9Fpa+lQL7VnvYt9rDvtUe9q32KPs2tzljSnm6YPvjjz9i7Nix+OabbwAAlSpVwtOnTzFjxgz4+vrCwcEBgGKErKOjo+p1YWFhqlG3Dg4OiI+Px/v379VG2YaFhaF+/fqqNq9fv06z/zdv3qQZvZvSuHHjMGLECNXjyMhIuLi4wMvLC+bm2k9utCEhIQGHDx9GixYtoKenJ3U4GqWvL0Pr1sCxYyWxYkUxWFtLHZH2FOTzWNjwXBYMPI8FB89lwZDd86gcEZtT2s4Z+b7UnsLWt88jn+PCigt4H/se00OnY1+3fXAxd9HKvgpb335J7FvtYd9qD/tWe9i32pO6b3ObM6aUpwu20dHR0NFRn2ZXLpcjOTkZAFCiRAk4ODjg8OHDqFatGgAgPj4eJ0+exKxZswAANWrUgJ6eHg4fPowuXboAAEJDQ3H79m3Mnj0bAFCvXj1ERETg77//Ru3atQEAFy9eREREhKqomx4DAwMYGBikWa+np5fvfwgKwjGk1rIlUKUKcOOGDCtX6uGnn6SOSPsK4nksrHguCwaex4KD57JgyOp5zO25/lI5I9+X2lNY+rakTUmc6XsG3uu98W/4v/BY64GDPQ/C3dZda/ssLH0rBfat9rBvtYd9qz3sW+1R9q0m+zdP33Ssbdu2mDZtGvbt24eQkBDs3LkT8+bNw1dffQVAMY2Bv78/pk+fjp07d+L27dvw8/ODsbExunfvDgCwsLBAv379MHLkSBw9ehTXrl1Dz549UalSJTRv3hwAUL58ebRs2RIDBgzAhQsXcOHCBQwYMAA+Pj5wc3OT7PhJs2QyYNQoxfJvvwGxsdLGQ0RERESU17jbuuNc33MoV6Qc/ov8Dw1XNcT55+elDouIiKhQydMF24ULF6Jz584YPHgwypcvj1GjRmHgwIGYMmWKqs3o0aPh7++PwYMHo2bNmnjx4gUOHToEMzMzVZtff/0VHTp0QJcuXdCgQQMYGxtjz549kMvlqjYbNmxApUqV4OXlBS8vL1SuXBnr1q37osdL2te1K+DsDLx+DWzYIHU0RERERER5j4uFC870OYM6Revgfex7NFvbDPvu75M6LCIiokIjT0+JYGZmhvnz52P+/PkZtpHJZAgMDERgYGCGbQwNDbFw4UIsXLgwwzbW1tZYv359LqKl/EBPD/D3V4y0/eUXoE8fQCdP/9uCiIiIiOjLszG2wdHeR/H11q9x8NFBJIkkqUMiIiIqNFiqokJnwADA3Bz4918gOFjqaIiIiIiI8iYTfRPs/mY3jvY+inZu7aQOh4iIqNBgwZYKHXNzYOBAxfKcOdLGQkRERESUl+nJ9eDp6ql6HPIhBJNPTkaySJYuKCIiogKOBVsqlIYNA3R1gVOngL//ljoaIiIiIqK8Ly4xDt7rvRFwIgC+u3yRkJQgdUhEREQFEgu2VCg5OwPduyuWf/lF2liIiIiIiPIDA10D/NzoZ8hlcqy/uR7tN7XHp/hPUodFRERU4LBgS4XWyJGK79u3A48fSxsLEREREVF+0LtKb/zV7S8Y6Rph/8P9aLa2GcKjw6UOi4iIqEBhwZYKrcqVAW9vIDkZmD9f6miIiIiIiPKH1mVa42jvo7AytMLFFxfRcHVDPIt4JnVYREREBQYLtlSojRql+L5yJfDqlbSxEBERERHlF/Vc6uFM3zNwNnfGv2//xffB30sdEhERUYHBgi0Vas2aAXXqANHRwLRpUkdDRERERJR/uNu641zfc2jn1g4r2q2QOhwiIqICgwVbKtRkMmDGDMXy0qWcy5aIiIiIKDtcLFyw+5vdsDOxU60L/RgqYURERET5Hwu2VOg1aQJ4eQEJCcDEiVJHQ0RERESUf626tgqlfiuFfff3SR0KERFRvsWCLRGA6dMV3zduBG7ckDYWIiIiIqL8SAiBPff3ICYxBh02d8Cft/6UOiQiIqJ8iQVbIgA1agBdugBCAD//LHU0RERERET5j0wmw5bOW9Czck8kJieix44eWHJpidRhERER5Tss2BL9vylTALkc2LcPOH1a6miIiIiIiPIfPbke1nRYgyG1hkBAYHDwYEw7NQ1CCKlDIyIiyjdYsCX6f2XLAv36KZbHjVOMtiUiIiIiouzRkelgYauFmNB4AgBg/PHx+PHwjyzaEhERZRELtkQpTJwIGBoCZ88qRtoSEREREVH2yWQyTG4yGfO85gEATPRMIJPJJI6KiIgof2DBliiFokWBYcMUy+PGAUlJ0sZDRERERJSfDa83HOf7nUegZ6DUoRAREeUbLNgSpTJmDGBhAdy+DfzJG9sSEREREeVKXee6qtG10QnRGH14NKLioySOioiIKO9iwZYoFWtrRdEWACZMAOLjpY2HiIiIiKig8N3liznn5qDVn63wMfGj1OEQERHlSSzYEqVj2DDAwQEICQGWLZM6GiIiIiKigmFUvVGwMrTCxRcX8fPDnxEaFSp1SERERHkOC7ZE6TAxAQICFMtTpgBRvGKLiIiIiCjX6jjXwak+p+Bo6ohnsc/QdF1TPHn/ROqwiIiI8hQWbIky0K8fUKoUEBYGzJ8vdTRERERERAVDRbuKON7rOOz17fHo/SM0WNUAd8LuSB0WERFRnsGCLVEG9PSAqVMVy3PmAG/fShsPEREREVFBUdKqJGaUmYEKthUQGhWKTls6ISk5SeqwiIiI8gQWbIk+o0sXoGpVIDISmDlT6miIiIiIiAoOaz1rHO15FF6lvLCh4wbIdeRSh0RERJQnsGBL9Bk6OsCMGYrl338Hnj+XNh4iIiIiooLE2sgaB3seRA2nGqp172LeSRgRERGR9FiwJcqEtzfg4QHExQGTJkkdDRERERFRwXXhvwsouaAk1lxfI3UoREREkmHBligTMtn/RtmuXg3cuydtPEREREREBdXm25sRERcBv91+WHBhgdThEBERSYIFW6IsqFcPaNsWSE4Gpk2TOhoiIiIiooJprvdcjKg7AgDgf9Afk09OhhBC4qiIiIi+LBZsibJo4kTF9w0bgIcPpY2FiIiIiKgg0pHp4BevXzDZczIAIOBEAEYeGsmiLRERFSos2BJlUc2aQOvWilG206dLHQ0RERERUcEkk8kwwWMC5nvPBwD8euFXDNgzAEnJSdIGRkRE9IWwYEuUDRMmKL6vXQs8eSJtLEREREREBdkPdX/A6varoSPTQdinMCSLZKlDIiIi+iJYsCXKhrp1AS8vICnpfzciIyIiIiIi7fCr6ofDvQ5jy9dboCfXkzocIiKiL4IFW6JsUs5lGxQEPH0qaShERERERAVe0xJNYahrCAAQQuDX878iIjZC4qiIiIi0hwVbomxq0ABo2hRISABmzZI6GiIiIiKiwmPSyUkYcWgEmq5tirfRb6UOh4iISCtYsCXKAeUo25Urgf/+kzYWIiIiIqLCor1be9ga2+Jq6FU0Xt0YLyJfSB0SERGRxrFgS5QDHh5A48ZAfDwwe7bU0RARERERFQ7VHKvhVJ9TcDZ3xt23d9FwdUM8evdI6rCIiIg0igVbohxSjrJdtgwIDZU2FiIiIiKiwqJckXI40+cMSluXRsiHEDRa3Qi3w25LHRYREZHGsGBLlENNmwL16wNxccCcOVJHQ0RERERUeBS3LI7TfU6jkl0lhEaFotnaZoiKj5I6LCIiIo1gwZYoh2Sy/42y/eMP4PVraeMhIiIiIipMHEwdcMLvBOq71Mc8r3kw1TeVOiQiIiKNYMGWKBe8vIDatYGYGGDuXKmjISIiIiIqXKyNrHHK7xR6VO6hWhefFC9hRERERLnHgi1RLqQcZbtoEfDmjbTxEBEREREVNnIduWo59GMoKi+pjD9v/SlhRERERLnDgi1RLrVuDVSvDkRHA7/+KnU0RERERESF1+JLi3Ev/B567OiBpZeXSh0OERFRjrBgS5RLKUfZLlwIvHsnbTxERERERIXVpCaTMKjmIAgIfLfvO8w+O1vqkIiIiLKNBVsiDWjXDqhSBYiKAubPlzoaIiIiIqLCSUemg0WtF2Fcw3EAgDFHxuDnoz9DCCFxZERERFnHgi2RBshkwIQJiuUFC4APHyQNh4iIiIio0JLJZJjebDpmNpsJAJh+ZjqG7h+KZJEscWRERERZw4ItkYZ89RVQoQIQGako2hIRERERkXTGNByDJW2WQAYZjj45isi4SKlDIiIiyhIWbIk0REcHGD9esbxwoeImZEREREREJJ3van6HrV9vxeFeh2FpaCl1OERERFnCgi2RBnXuDLi6AuHhwNq1UkdDRERERESd3DvB2dxZ9Xj3v7sRERshYURERESfx4ItkQbp6gL+/orlX38FkjlNFhERERFRnrHtn234avNX8FzjiddRr6UOh4iIKF0s2BJpWN++gIUFcP8+sHev1NEQEREREZFSaevSsDWxxfVX19FwdUOEfAiROiQiIqI0WLAl0jAzM2DgQMXy3LnSxkJERERERP9T1aEqzvQ5g+IWxfHw3UM0XNUQ/7z5R+qwiIiI1LBgS6QFQ4cqpkc4dQq4fFnqaIiIiIiISKmMTRmc7XsW7rbuePHxBRqtboS/X/wtdVhEREQqLNgSaYGzM/DNN4pljrIlIiIiIspbipoXxSm/U6hTtA7exbxD0zVN8fj9Y6nDIiIiAsCCLZHWjByp+L51K/DsmbSxEBERERGROhtjGxzpfQTNSzbHgOoDUMKyhNQhERERAWDBlkhrqlYFmjYFkpKABQukjoaIiIiIiFIz1TfFvu77MNd7LmQyGQAgKTlJ4qiIiKiwY8GWSIuUo2yXLwciIqSNhYiIiIiI0tKX60NHpvhoHJcYh5YbWmL22dkSR0VERIUZC7ZEWtSyJVC+PPDxI7BihdTREBERERHR52y/ux1HHh/BmCNjMObwGAghpA6JiIgKIRZsibRIRwcYMUKxvGABkJAgbTxERERERJSx7pW6Y3Zzxeja2edm49s933KKBCIi+uJYsCXSsp49ATs74PlzYNs2qaMhIiIiIqLP+bHBj1jRdgV0ZDpYcW0FumzrgrjEOKnDIiKiQoQFWyItMzQEhgxRLM+dC/CqKiIiIiKivK1f9X7Y+vVW6Mv1sePuDrTZ2AYf4z5KHRYRERUSLNgSfQGDBikKt1euAKdOSR0NERERERFlpmP5jgjuHgwTPRNcenkJTyOeSh0SEREVEizYEn0BtraAr69iee5caWMhIiIiIqKsaVayGY75HsO+7vtQ0a6i1OEQEVEhwYIt0RcyfLji+549wL170sZCRERERERZU7tobTQs1lD1+MJ/F3A//L6EERERUUHHgi3RF+LmBrRtq1j+9VdpYyEiIiIiouy79foWWm1ohYarGuJa6DWpwyEiogKKBVuiL2jkSMX3NWuAN2+kjYWIiIiIiLLH3tQeJSxL4E30G3iu8cSpp7xBBRERaR4LtkRfUOPGQI0aQGwssHq11NEQEREREVF22JnY4bjvcTQu3hiRcZHwXu+NAw8PSB0WEREVMCzYEn1BMhkwcKBiec0aQAhp4yEiIiIiouyxMLTAgR4H0KZMG8QmxqLdn+2w4+4OqcMiIqIChAVboi+sSxfA0BD45x/g6lWpoyEiIiIiouwy0jPCjq478LX710hITkCXrV1w9PFRqcMiIqICQlfqAIgKGwsLoEMHYNMmxSjbGjWkjoiIiIiIiLJLX66PPzv9CRN9EzyPeI4GxRpIHRIRERUQHGFLJIHevRXfN24E4uOljYWIiIiIiHJGriPHynYrsafbHhjqGgIABOc9IyKiXGLBlkgCLVoADg5AeDgQHCx1NERERERElFM6Mh0Y6RkBUBRrRx8ejcATgSzcEhFRjrFgSyQBXV2gZ0/F8tq10sZCRERERESacfb5Wfxy/hdMOjkJow6NYtGWiIhyhAVbIon4+iq+792rGGlLRERERET5W8NiDbGg5QIAwLwL8/Dd3u+QlJwkcVRERJTfsGBLJJGKFYHq1YGEBODPP6WOhoiIiIiINGFYnWFY2W4ldGQ6WHZ1GXx3+SIxOVHqsIiIKB9hwZZIQsqbj61ZI20cRERERESkOX2r9cXGjhuhq6OLDbc24OutXyMuMU7qsIiIKJ9gwZZIQt27K+azvXwZ+OcfqaMhIiIiIiJN6VqxK3Z02QEDuQF2/7sbp56ekjokIiLKJ1iwJZKQrS3QurVimTcfIyIiIiIqWNq6tcW+7vuwvO1ytCjVQupwiIgon2DBlkhiypuPrVsHJPF+BEREREREBUqzks3Qr3o/1eOXH18iPJp3HSYiooyxYEsksTZtAGtr4OVL4OhRqaMhIiIiIiJtefPpDZqvbQ7PNZ54FfVK6nCIiCiPYsGWSGIGBsA33yiWefMxIiIiIqKC613MO3yI/YDbYbfRaHUjPIt4JnVIRESUB7FgS5QHKKdF2LkTiIyUNhYiIiIiItIOtyJuONP3DFwtXfHw3UM0Wt0ID8IfSB0WERHlMSzYEuUBtWoB5coBMTHAtm1SR0NERERERNpS0qokTvc5DTcbNzyLeIbGQY1xO+y21GEREVEewoItUR4gk/1vlC2nRSAiIvo/9u48zqb68eP4+84+gxnGvu9riOxbKWuUpLJlqWgjkmihshWpnyiqLwllCVlKJRn7vpNdyG7szJgw6/n9cZphoswwdz733nk9H4/zuOeee2a87+eM7/f29pnPAQDPViC4gFY8u0IVc1fUqahTemDSA9oavtV0LACAi6CwBVxEhw52cbtihXTokOk0AAAAAJwpV6ZcWtp5qarnr64Q/xDlypTLdCQAgIugsAVcRIECUoMG9v6MGWazAAAAAHC+0MBQLeq4SEs7L1X+4Pym4wAAXASFLeBCmjSxH7dtMxoDAAAAQDrJ4p9FhbMWTno+c9dMLTiwwGAiAIBpFLaACylb1n7cvdtsDgAAAADpb9XRVWo/u70em/6Yfv7jZ9NxAACGUNgCLiSxsP3jDyk+3mwWAAAAAOmrev7qalmmpWLiY9RqRivN3TPXdCQAgAEUtoALKVxYCgyUoqO58RgAAACQ0fh5+2n6k9PVtnxbxSbE6qnvn9KMndzgAgAyGgpbwIV4e0ulS9v7LIsAAAAAZDw+Xj6a8vgUdazYUfFWvNrPaa8p26eYjgUASEcUtoCLSVwWYc8eszkAAAAAmOHt5a2Jj01Ul8pdlGAlqNPcTlp7bK3pWACAdOJjOgCA5MqVsx8pbAEAAICMy9vLW+MeHSc/bz8lWAmqWaCm6UgAgHRCYQu4mMQZtiyJAAAAAGRsXg4vfd7sc1my5HA4JEkJVoK8HPyyLAB4Mv5XHnAxiYXt3r2SZZnNAgAAAMAsh8ORVNDGxsfqyZlP6pO1nxhOBQBwJmbYAi6mRAnJx0e6fFk6cUIqUMB0IgAAAACuYM6eOZq7d67m7p2r6LhovV3vbdORAABOwAxbwMX4+dmlrcQ6tgAAAACua1O+jQbXHyxJ6reknwYtGySLX8sDAI9DYQu4INaxBQAAAHAr7z7wrj5s8KEkaeDygXpnyTuUtgDgYShsAReUWNgywxYAAADAP71Z90190thex3boqqF6I+wNSlsA8CAUtoALKlfOfqSwBQAAAHArr9V6TWMeHiNJ+mLTFzpw4YDhRACAtMJNxwAXxJIIAAAAAG6ne/XuCvAJUNFsRVUye0nTcQAAaYTCFnBBpUvbj+fO2VuOHGbzAAAAAHBNXe7rkuz54UuHFW/FG0oDAEgLLIkAuKBMmaQiRex9lkUAAAAAkBK7zuxS7Ym19dnRzxSXEGc6DgDgDlHYAi6KG48BAAAASI0/zv+hi9cuavnF5er0YyfFxseajgQAuAMUtoCLYh1bAAAAAKnxeNnHNb3VdPk4fDRrzyy1nd2W0hYA3BCFLeCiihe3H48eNZsDAAAAgPt4rPRjeqvIW/Lz9tOcPXMobQHADVHYAi4qd2778fRpszkAAAAAuJeqIVU168lZlLYA4KYobAEXRWELAAAA4E41Ld5UP7T5QX7efgq/HK5rcddMRwIApJCP6QAAbo3CFgAAAMDdeLjkw1rUcZHuzXOvsvhnMR0HAJBCzLAFXFRiYRsVJV25YjYLAAAAAPdUr3A9BfsHJz2fu2cuyyMAgIujsAVcVJYsUkCAvc8sWwAAAAB36+PVH6vVzFZqN7sdpS0AuDAKW8BFORwsiwAAAAAg7dyT6x75eftp9p7ZlLYA4MIobAEXRmELAAAAIK00K9lMc9vMpbQFABdHYQu4MApbAAAAAGmJ0hYAXB+FLeDCKGwBAAAApLV/lrbt57SXZVmmYwEA/kZhC7gwClsAAAAAzpBY2vp7+6t2gdpyOBymIwEA/uZjOgCAf5crl/1IYQsAAAAgrTUr2Uz7XtmnwlkLm44CALgBM2wBF8YMWwAAAADOdGNZe+naJb275F3WtAUAw5hhC7gwClsAAAAA6cGyLD363aNadXSV9p7fq2mtpsnX29d0LADIkJhhC7gwClsAAAAA6cHhcOitOm/Jz9tPs3bPUvs57ZlpCwCGuHxhe+LECXXo0EHZs2dXUFCQKlWqpM2bNye9blmWBg4cqHz58ikwMFD169fXrl27kn2P6Oho9ejRQzly5FCmTJnUokULHT9+PNk5Fy9eVMeOHRUSEqKQkBB17NhRly5dSo+3CPyrxMI2IkK6ds1sFgAAAACerXmp5prTeg6lLQAY5tKF7cWLF1WnTh35+vrq119/1e7duzVixAhlzZo16ZyPPvpIn3zyicaMGaONGzcqT548atSokS5fvpx0Tq9evTR37lxNnz5dq1atUlRUlB555BHFx8cnndO+fXtt27ZNCxYs0IIFC7Rt2zZ17NgxPd8ucJNs2STfv38L6cwZs1kAAAAAeD5KWwAwz6XXsB0+fLgKFiyoiRMnJh0rUqRI0r5lWRo1apT69++vVq1aSZK++eYb5c6dW9OmTdOLL76oiIgIff3115o8ebIaNmwoSZoyZYoKFiyoRYsWqUmTJtqzZ48WLFigdevWqUaNGpKkr776SrVq1dK+fftUunTp9HvTwA0cDilXLunECXtZhEKFTCcCAAAA4OkSS9tWM1tp1u5ZyhmUU180/8J0LADIMFy6sJ03b56aNGmip556SsuXL1f+/PnVrVs3Pf/885KkQ4cO6dSpU2rcuHHS1/j7++uBBx7QmjVr9OKLL2rz5s2KjY1Ndk6+fPlUvnx5rVmzRk2aNNHatWsVEhKSVNZKUs2aNRUSEqI1a9b8a2EbHR2t6OjopOeRkZGSpNjYWMXGuue/QCbmdtf8nihXLh+dOOHQiRNxqlTJStHXcB09B9fSM3AdPQfX0jOk9jre7fV29mdGfi6dh7F1HsbWedJqbBsXbayZT8xUr996qVuVblwr8XPrTIyt8zC2zvPPsU3LMXbpwvbPP//Ul19+qd69e6tfv37asGGDevbsKX9/f3Xq1EmnTp2SJOVOXOjzb7lz59aRI0ckSadOnZKfn5+yZct20zmJX3/q1CnlypXrpj8/V65cSefcyrBhwzRo0KCbji9cuFBBQUGpe7MuJiwszHQEJKkpKbeWLNkuh+NYqr6S6+g5uJaegevoObiWniGl1/HKlSt39eek12dGfi6dh7F1HsbWedJqbD8u/LEOrj+ogzqYJt/PE/Bz6zyMrfMwts6TOLZ3+5nxRi5d2CYkJKhq1aoaOnSoJKly5cratWuXvvzyS3Xq1CnpPIfDkezrLMu66dg//fOcW51/u+/z9ttvq3fv3knPIyMjVbBgQTVu3FjBwcH//eZcVGxsrMLCwtSoUSP5Ji6eCqO+/dZbW7dKJUrcq2bNKqToa7iOnoNr6Rm4jp6Da+kZUnsdE2fE3ilnf2bk59J5GFvnYWydx5lju+jQIs3aM0ufN/1c3l7eafq93QE/t87D2DoPY+s8/xzbu/3MeCOXLmzz5s2rcuXKJTtWtmxZzZ49W5KUJ08eSfYM2bx58yadc+bMmaRZt3ny5FFMTIwuXryYbJbtmTNnVLt27aRzTp8+fdOff/bs2Ztm797I399f/v7+Nx339fV1+78EnvAePEWWLPbj1ave8vVN3YcirqPn4Fp6Bq6j5+BaeoaUXse7vdbp9ZmRn0vnYWydh7F1nrQe2/NXzqv17NaKiolSghL0dYuv5eVw6fuYOw0/t87D2DoPY+s8iWObluPr0v/rWqdOHe3bty/ZsT/++EOFCxeWJBUtWlR58uRJNq07JiZGy5cvTypjq1SpIl9f32TnhIeHa+fOnUnn1KpVSxEREdqwYUPSOevXr1dERETSOYApmTPbj1FRZnMAAAAAyLiyB2XXhBYT5O3w1qRtk/TiTy8qwUowHQsAPJJLz7B97bXXVLt2bQ0dOlStW7fWhg0bNG7cOI0bN06SvYxBr169NHToUJUsWVIlS5bU0KFDFRQUpPbt20uSQkJC1KVLF73++uvKnj27QkND1adPH1WoUEENGzaUZM/abdq0qZ5//nmNHTtWkvTCCy/okUce+dcbjgHphcIWAAAAgCt46p6nFG/F6+k5T2v81vHy9fbV580+v+2ShACA1HHpwrZatWqaO3eu3n77bQ0ePFhFixbVqFGj9PTTTyed88Ybb+jq1avq1q2bLl68qBo1amjhwoXKkvh75JJGjhwpHx8ftW7dWlevXlWDBg00adIkeXtf//XyqVOnqmfPnmrcuLEkqUWLFhozZkz6vVngX1DYAgAAAHAVbcu3VVxCnDrN7aQvN30pHy8ffdr0U0pbAEhDLl3YStIjjzyiRx555F9fdzgcGjhwoAYOHPiv5wQEBGj06NEaPXr0v54TGhqqKVOm3E1UwCkyZbIf//rLbA4AAAAAkKQOFTsoNj5Wz817TqM3jFa1fNXU8d6OpmMBgMdw+cIWyOiYYQsAAADA1Txb+VnFJcRp2ZFlalehnek4AOBRKGwBF0dhCwAAAMAVPV/leXW9r2vScgiWZbE0AgCkAS/TAQD8NwpbAAAAAK4qsaCNT4hX13ldNXj5YMOJAMD9McMWcHGJhS1r2AIAAABwVWF/hmnCtgmSJB8vH/Wr189wIgBwX8ywBVxc4k3HmGELAAAAwFU1LdFUwxsOlyT1X9JfH6/+2HAiAHBfFLaAi0ucYXv5stkcAAAAAPBf3qjzht5/8H17f9EbGrVulNlAAOCmKGwBF5c3r+RwSBcvSsePm04DAAAAAP+u//39NeCBAZKk1357TeO3jDecCADcD4Ut4OKyZZNq17b3f/rJbBYAAAAAuJ0BDwxQ39p9JUnd53fX8UhmngBAanDTMcANtGghrV4tzZsnvfyy6TQAAAAA8O8cDoeGNxyu2PhYNSjWQAWCC5iOBABuhRm2gBt49FH7cckS1rIFAAAA4PocDodGNh2pR0o9knQsPiHeYCIAcB8UtoAbKFNGKlFCiomRFi40nQYAAAAAUufPi3+q0thKWn10tekoAODyKGwBN+Bw2MsiSPayCAAAAADgTgYvH6ydZ3aq2bRm2hK+xXQcAHBpFLaAm0gsbH/5RYrnN4kAAAAAuJEvmn+h+wvfr8joSDWe3Fi7z+42HQkAXBaFLeAm6tSRsmWTzp+X1q41nQYAAAAAUi7IN0g/tftJ1fJV0/mr59Xw24Y6eOGg6VgA4JIobAE34eMjNW9u77MsAgAAAAB3E+wfrF+f/lXlc5VXeFS4GnzbQMcjj5uOBQAuh8IWcCOsYwsAAADAnWUPyq6wjmEqGVpSRyKOqOevPU1HAgCXQ2ELuJEmTSRfX2nfPnsDAAAAAHeTJ3MeLeq0SC3LtNS4R8eZjgMALofCFnAjwcFS/fr2/k8/GY0CAAAAAHesUEghzW0zVzmCciQdS7ASDCYCANeRqsJ23759GjhwoBo0aKDixYsrb968qlixojp37qxp06YpOjraWTkB/C1xWYT5883mAAAAAIC0MnbTWDWe3FjX4q6ZjgIAxqWosN26dasaNWqke++9VytWrFC1atXUq1cvDRkyRB06dJBlWerfv7/y5cun4cOHU9wCTnT+vP3o7282BwAAAACkhbN/ndUbi97Q4kOL1WZWG8UlxJmOBABG+aTkpJYtW6pv376aMWOGQkND//W8tWvXauTIkRoxYoT69euXZiEB2OLjpQkT7P1OncxmAQAAAIC0kDNTTv3Y9kc1ndJU8/bNU5d5XTTxsYnycrCKI4CMKUWF7f79++Xn53fb82rVqqVatWopJibmroMBuNmiRdLRo1K2bNLjj5tOAwAAAABpo36R+vr+qe/1+IzH9e3v3yqrf1aNajpKDofDdDQASHcp+ueqlJS1d3M+gJQZP95+7NhRCggwmwUAAAAA0tKjpR/VpJaTJEmfbfhMQ1YMMRsIAAxJ0Qzbf9qwYYOWLVumM2fOKCEh+V0cP/nkkzQJBiC5M2ekH3+097t0MZsFAAAAAJyhQ8UOunj1onou6KkBywbowSIPql7heqZjAUC6SnVhO3ToUL3zzjsqXbq0cufOnezXE/hVBcB5Jk+WYmOl6tWlihVNpwEAAAAA5+hRo4cuXrsob4e36haqazoOAKS7VBe2n376qSZMmKBnnnnGCXEA3IplXV8OoWtXs1kAAAAAwNnee+A90xEAwJhU33LRy8tLderUcUYWAP9izRpp714pUyapbVvTaQAAAAAg/UTFROnR7x7VssPLTEcBgHSR6sL2tdde0+eff+6MLAD+ReLs2jZtpCxZzGYBAAAAgPQ0dOVQ/fzHz2rxXQttPrnZdBwAcLpUL4nQp08fNW/eXMWLF1e5cuXk6+ub7PU5c+akWTgAUkSENHOmvc9yCAAAAAAymvceeE/rjq/T0sNL1XRqU618dqXK5ChjOhYAOE2qZ9j26NFDS5cuValSpZQ9e3aFhIQk2wCkrenTpStXpHLlpJo1TacBAAAAgPQV4BOgH9v+qKr5qurclXNqNLmRjkYcNR0LAJwm1TNsv/32W82ePVvNmzd3Rh4A/3DjzcYcDrNZAAAAAMCELP5Z9OvTv6rexHrae26vGk1upJXPrlSuTLlMRwOANJfqGbahoaEqXry4M7IA+Id166RNmyRfX6ljR9NpAAAAAMCcHEE5FNYxTIVCCumP83+o7ay2sizLdCwASHOpLmwHDhyoAQMG6MqVK87IA+BvliX16WPvP/20lCOH2TwAAAAAYFqB4AIK6ximirkramSTkXLwa4gAPFCql0T47LPPdPDgQeXOnVtFihS56aZjW7ZsSbNwQEY2Z460erUUGCi9/77pNAAAAADgGkplL6WtL26VlyPVc9AAwC2kurBt2bKlE2IAuFF0tPTGG/b+G29I+fObzQMAAAAAruTGsnbV0VWaun2qPm/+OSUuAI+Q6sJ2wIABzsgB4AZjxkh//inlzSv17Ws6DQAAAAC4potXL6r5tOaKjI6Ut5e3Rj88mmUSALg9p/zTE4t+A3fu3DlpyBB7/4MPpEyZzOYBAAAAAFeVLTCb/tf8f3LIoc83fq4By5hkBsD9paiwLVu2rKZNm6aYmJj/PG///v16+eWXNXz48DQJB2REgwZJERFSpUpSp06m0wAAAACAa2tXoZ0+b/a5JGnIiiEauXak4UQAcHdStCTC559/rjfffFPdu3dX48aNVbVqVeXLl08BAQG6ePGidu/erVWrVmn37t165ZVX1K1bN2fnBjzS3r3Sl1/a+yNGSN7eZvMAAAAAgDt4udrLunjtovov6a/eC3sra0BWPVv5WdOxAOCOpKiwfeihh7Rx40atWbNGM2bM0LRp03T48GFdvXpVOXLkUOXKldWpUyd16NBBWbNmdXJkwHP17SvFx0stWkgPPWQ6DQAAAAC4j7frvq0LVy9oxNoR6vpTVxXNVlT1i9Q3HQsAUi1VNx2rXbu2ateu7awsQIa2aJH088+Sj4/00Uem0wAAAACAe3E4HPq40ce6ePWiLkVfUq0CtUxHAoA7kqrCFoBzxMdLr79u73frJpUubTYPAAAAALgjh8OhsY+OlST5eFF5AHBPKbrpGADn+uYbaft2KWtW6b33TKcBAAAAAPfl4+WTVNYmWAl6b+l72nVml+FUAJByFLaAYVFRUv/+9v6770rZs5vNAwAAAACe4qPVH2nIiiFqPKWxDl08ZDoOAKQIhS1g2DffSKdOScWLS927m04DAAAAAJ7j+fue1z0579HJyyfVeEpjnY46bToSANwWhS1g2IYN9mPHjpK/v9ksAAAAAOBJsgdl18KOC1UkaxEduHBAD099WJHRkaZjAcB/uqPC9uDBg3rnnXfUrl07nTlzRpK0YMEC7drFmjBAav3+u/1YubLZHAAAAADgifJlyaeFHRYqZ1BObT21VS2nt9S1uGumYwHAv0p1Ybt8+XJVqFBB69ev15w5cxQVFSVJ2r59uwYMGJDmAQFPFhMj7d5t7997r9ksAAAAAOCpSmYvqQUdFiiLXxYtPbxUHed2lGVZpmMBwC2lurB966239P777yssLEx+fn5Jxx988EGtXbs2TcMBnm73bik2VsqaVSpUyHQaAAAAAPBc9+W9Tz+0/UGZ/TLribJPyOFwmI4EALfkk9ov2LFjh6ZNm3bT8Zw5c+r8+fNpEgrIKBKXQ6hUSeKzAgAAAAA410NFH9LhVw8re1B201EA4F+leoZt1qxZFR4eftPxrVu3Kn/+/GkSCsgotm2zH1kOAQAAAADSx41l7YnIE5q6farBNABws1TPsG3fvr3efPNNff/993I4HEpISNDq1avVp08fderUyRkZAY+VWNhWqmQyBQAAAABkPOeunFPtCbV1LOKYvL281bZ8W9ORAEDSHcyw/eCDD1SoUCHlz59fUVFRKleunO6//37Vrl1b77zzjjMyAh7JspIviQAAAAAASD/ZA7OrRakWsmSp09xOWnhwoelIACDpDmbY+vr6aurUqRo8eLC2bt2qhIQEVa5cWSVLlnRGPsBjHTsmXbwo+fhIZcuaTgMAAAAAGYvD4dCnD3+qc1fPafrO6Wo1o5WWdF6i6vmrm44GIINLdWGbqHjx4ipevHhaZgEylMTZteXKSf7+ZrMAAAAAQEbk5fDSNy2/0YWrF7Tw4EI1m9pMq55bpTI5ypiOBiADS1Fh27t37xR/w08++eSOwwAZCevXAgAAAIB5ft5+mt16thp820AbTmxQ48mNtabLGhUILmA6GoAMKkWF7datW5M937x5s+Lj41W6dGlJ0h9//CFvb29VqVIl7RMCHiqxsL33XqMxAAAAACDDy+yXWb+0/0V1J9SVr7evHHKYjgQgA0tRYbt06dKk/U8++URZsmTRN998o2zZskmSLl68qGeffVb16tVzTkrAw8THS2vW2PvMsAUAAAAA83IE5VBYxzBl9susbIHZTMcBkIF5pfYLRowYoWHDhiWVtZKULVs2vf/++xoxYkSahgM81ZIl0qlTUmioVLeu6TQAAAAAAEkqGFIwWVm78shKxSfEG0wEICNKdWEbGRmp06dP33T8zJkzunz5cpqEAjzd5Mn2Y5s2kp+f2SwAAAAAgJt9vuFzPTDpAfX4tYcsyzIdB0AGkurC9vHHH9ezzz6rWbNm6fjx4zp+/LhmzZqlLl26qFWrVs7ICHiUv/6S5syx9zt2NJsFAAAAAHBreTLnkSR9uelLDVs1zHAaABlJitawvdH//vc/9enTRx06dFBsbKz9TXx81KVLF3388cdpHhDwNHPn2qVtiRJSzZqm0wAAAAAAbuWJck/os4c/U49fe6j/kv7KHZRbOZTDdCwAGUCqZ9gGBQXpiy++0Pnz57V161Zt2bJFFy5c0BdffKFMmTI5IyPgURKXQ+jQQXJw41EAAAAAcFmvVH9Fb9Z5U5L04i8vanPkZsOJAGQEqS5sE2XKlEkVK1bUvffeS1ELpFB4uLRokb3foYPZLAAAAACA2xvWYJg6VuyoeCteHx/+WJtObjIdCYCHS/WSCA8++KAc/zEtcMmSJXcVCPBk06ZJCQlS7dpS8eKm0wAAAAAAbsfhcGh8i/EKvxyuRYcW6bc/f1OtwrVMxwLgwVJd2FaqVCnZ89jYWG3btk07d+5U586d0yoX4JESl0PgZmMAAAAA4D78vP00o9UMDf5+sPrX7W86DgAPl+rCduTIkbc8PnDgQEVFRd11IMBT7dgh/f675OcntW5tOg0AAAAAIDWy+GfRg6EPJj2PjotWXEKcMvmxTCSAtHXHa9j+U4cOHTRhwoS0+naAx0mcXdu8uRQaajYLAAAAAODOXbp2SU2nNlXrWa0VlxBnOg4AD5Nmhe3atWsVEBCQVt8O8Cjx8dLUqfY+yyEAAAAAgHs7cOGA1h9fr/n75+uln1+SZVmmIwHwIKleEqFVq1bJnluWpfDwcG3atEnvvvtumgUDPMmSJdLJk1K2bFKzZqbTAAAAAADuRtV8VTX9yel6fMbj+nrr18qfJb8GPTjIdCwAHiLVM2yDg4MVEhKStIWGhqp+/fqaP3++BgwY4IyMgFuLiZH69rX327aV/P3N5gEAAAAA3L0WpVvoy+ZfSpIGrxisrzZ/ZTgRAE+R6hm2kyZNckIMwHMNHGjfbCx7dum990ynAQAAAACklReqvKDjkcc1ZMUQvfzLy8qXJZ+al2puOhYAN5fqGbbFihXT+fPnbzp+6dIlFStWLE1CAZ5izRpp+HB7f9w4KU8es3kAAAAAAGlrUP1BeqbSM4q34vXizy/qWtw105EAuLlUz7A9fPiw4uPjbzoeHR2tEydOpEkowBNERUmdOkkJCfbjP5Z/BgAAAAB4AIfDoXGPjJOXvNS7Vm8F+HBDdgB3J8WF7bx585L2f/vtN4WEhCQ9j4+P1+LFi1WkSJE0DQe4sz59pIMHpYIFpc8+M50GAAAAAOAsvt6++vqxr03HAOAhUlzYtmzZUpL9L0edO3dO9pqvr6+KFCmiESNGpGk4wF3Nny+NHWvvT5ok3fDvGwAAAAAAD7fs8DINXz1cs1vPVpBvkOk4ANxMigvbhIQESVLRokW1ceNG5ciRw2mhAHd27pzUpYu936uX9NBDRuMAAAAAANLR1diraje7nU5FnVK72e00u/Vs+XilekVKABlYqm86dujQIcpa4F9YlvTyy9KpU1LZstLQoaYTAQAAAADSU6BvoL5/6nv5e/tr3r556vlrT1mWZToWADeSon/i+eyzz/TCCy8oICBAn91mMc6ePXumSTDAHU2dKs2aJfn4SFOmSIGBphMBAAAAANJb3UJ1NbXVVD31/VP6ctOXKhhcUG/Xe9t0LABuIkWF7ciRI/X0008rICBAI0eO/NfzHA4HhS0yrGPHpFdesfcHDJDuu89sHgAAAACAOU+Ue0Kjmo7SqwteVb8l/VQguIA63tvRdCwAbiBFhe2hQ4duuQ/AlpAgPfusFBEh1awpvfWW6UQAAAAAANN61uipoxFHNWLtCD037zmVzF5SNQvUNB0LgItL9Rq2gwcP1pUrV246fvXqVQ0ePDhNQgHuZswYafFiKShI+vZbe0kEAAAAAAA+avSR2tzTRk+Ve0qV81Q2HQeAG0h1YTto0CBFRUXddPzKlSsaNGhQmoQC3Mm+fdKbb9r7//d/UsmSZvMAAAAAAFyHl8NL3z7+raa0miJ/H3/TcQC4gVQXtpZlyeFw3HT8999/V2hoaJqEAtyFZUndu0vXrklNmkgvvWQ6EQAAAADA1fh5+8nLYVcwCVaC/m/N/yniWoThVABcVYp/cTtbtmxyOBxyOBwqVapUstI2Pj5eUVFReom2ChnM7Nn2Ugj+/tIXX0i3+LcMAAAAAACS9JjfQ19s+kILDizQ/Kfny8/bz3QkAC4mxYXtqFGjZFmWnnvuOQ0aNEghISFJr/n5+alIkSKqVauWU0ICruivv6Teve39t96SihUzmwcAAAAA4Pq63tdV3/z+jRYfWqwXf35RE1pMuOVvMgPIuFJc2Hbu3FmSVLRoUdWuXVu+vr5OCwW4g2+/lY4dk4oUub6GLQAAAAAA/6Vy3sqa+dRMtfiuhSZtm6QS2Uqo//39TccC4EJStIZtZGRk0la5cmVdvXo12bEbNyCjmDDBfnz1VSkw0GwWAAAAAID7aFaymcY0GyNJemfpO/pux3eGEwFwJSmaYZs1a9bbTs9PvBlZfHx8mgQDXNn27dKmTZKvr/T006bTAAAAAADczUtVX9KBCwc0Yu0IPfPjMyoYUlB1C9U1HQuAC0hRYbt06VJn5wDcysSJ9mOLFlLOnGazAAAAAADc00eNPtKhS4f0yx+/6MxfZ0zHAeAiUlTYPvDAAyn6Ztu2bbubLIBbiImRpkyx9597zmwWAAAAAID78nJ4afLjk7Xn7B5VyVfFdBwALiJFa9j+l4iICH3xxRe67777VKUK/+MCz/fzz9K5c1LevFLjxqbTAAAAAADcWZBvULKyNvxyuKLjog0mAmDaHRe2S5YsUYcOHZQ3b16NHj1azZo106ZNm9IyG+CSEm821rmz5JOiOeoAAAAAANzetlPbVPWrqur6U1dZlmU6DgBDUlU3HT9+XJMmTdKECRP0119/qXXr1oqNjdXs2bNVrlw5Z2UEXMbJk9Kvv9r7zz5rNgsAAAAAwLOc/eusTked1pTtU1QiWwkNqD/AdCQABqR4hm2zZs1Urlw57d69W6NHj9bJkyc1evRoZ2YDXM7kyVJCglS3rlSqlOk0AAAAAABP0qh4I33Z/EtJ0sDlAzVl+xTDiQCYkOLCduHCheratasGDRqk5s2by9vb25m5AJdjWdLEifY+NxsDAAAAADjD81We15t13pQkdZnXRSuOrDCcCEB6S3Fhu3LlSl2+fFlVq1ZVjRo1NGbMGJ09e9aZ2QCXcvSotG+fvW7tk0+aTgMAAAAA8FRDGwzVk+WeVEx8jB6f8bgOXDhgOhKAdJTiwrZWrVr66quvFB4erhdffFHTp09X/vz5lZCQoLCwMF2+fNmZOQHjVq+2HytXlrJkMZsFAAAAAOC5vBxe+qblN6qWr5ouXL2gNxe9aToSgHSU4sI2UVBQkJ577jmtWrVKO3bs0Ouvv64PP/xQuXLlUosWLZyREXAJq1bZj3Xrms0BAAAAAPB8Qb5BmtdunrpU7qKJj000HQdAOkp1YXuj0qVL66OPPtLx48f13XffpVUmwCUlzrCtU8dsDgAAAABAxpAncx6NbzFewf7BpqMASEd3Vdgm8vb2VsuWLTVv3ry0+HaAy4mIkHbssPcpbAEAAAAA6c2yLP3fmv/T/635P9NRADiZj+kAgDtYt06yLKlYMSlPHtNpAAAAAAAZzZJDS9Q3rK8ccqhEaAm1LNPSdCQATpImM2wBT5e4fi2zawEAAAAAJjxU9CF1q9pNliw9PedpbQnfYjoSACehsAVSIHH9Wm44BgAAAAAwweFw6NOHP1WT4k10JfaKHv3uUZ2IPGE6FgAnoLAFbiM2Vlq/3t5nhi0AAAAAwBQfLx/NeHKGyuUsp5OXT+rR7x5VVEyU6VgA0hiFLXAbO3ZIV65IWbNKZcuaTgMAAAAAyMhCAkL0S/tflCtTLm09tVUd5nRQgpVgOhaANERhC9zGzp324733Sl78jQEAAAAAGFYkaxH90OYHZfLNpEbFGsnLwX+sAp7Ex3QAwNXt2WM/litnNgcAAAAAAIlqFaylQ68eUs5MOU1HAZDG+CcY4DYSC1uWQwAAAAAAuJIby9qLVy9q88nNBtMASCsUtsBt7N5tPzLDFgAAAADgio5FHFPNr2uq8ZTGOnDhgOk4AO4ShS3wH6KjpYMH7X1m2AIAAAAAXFGOoBzKGpBVF65e0KPfPapL1y6ZjgTgLlDYAv/hjz+khAQpOFjKm9d0GgAAAAAAbhboG6gf2vygAsEFtPfcXrX+vrVi42NNxwJwhyhsgf9w4w3HHA6zWQAAAAAA+Dd5s+TVT+1+UibfTAr7M0yvLnhVlmWZjgXgDlDYAv+BG44BAAAAANxFpTyVNO2JaXLIoS83fakxG8aYjgTgDlDYAv+BG44BAAAAANxJi9ItNLzhcEnSp+s/1bW4a4YTAUgtH9MBAFd27Jj9WKyY2RwAAAAAAKRUn9p9JEmdK3VWgE+A4TQAUovCFvgP8fH2o6+v2RwAAAAAAKSUw+FQ3zp9kx2zLEsObs4CuAW3WhJh2LBhcjgc6tWrV9Ixy7I0cOBA5cuXT4GBgapfv7527dqV7Ouio6PVo0cP5ciRQ5kyZVKLFi10/PjxZOdcvHhRHTt2VEhIiEJCQtSxY0ddunQpHd4VXFlCgv3I/6cBAAAAANzVpG2T1GJ6C8UlxJmOAiAF3Kaw3bhxo8aNG6eKFSsmO/7RRx/pk08+0ZgxY7Rx40blyZNHjRo10uXLl5PO6dWrl+bOnavp06dr1apVioqK0iOPPKL4xOmTktq3b69t27ZpwYIFWrBggbZt26aOHTum2/uDa0q8oaaX2/xNAQAAAADguvDL4Xpl/iv6+Y+f1WdhH9NxAKSAW9RQUVFRevrpp/XVV18pW7ZsSccty9KoUaPUv39/tWrVSuXLl9c333yjK1euaNq0aZKkiIgIff311xoxYoQaNmyoypUra8qUKdqxY4cWLVokSdqzZ48WLFig8ePHq1atWqpVq5a++uor/fzzz9q3b5+R9wzXwAxbAAAAAIA7y5slr759/FtJ9k3Ivt7yteFEAG7HLQrb7t27q3nz5mrYsGGy44cOHdKpU6fUuHHjpGP+/v564IEHtGbNGknS5s2bFRsbm+ycfPnyqXz58knnrF27ViEhIapRo0bSOTVr1lRISEjSOciYmGELAAAAAHB3rcq20qD6gyRJL//yslYdXWU4EYD/4vI3HZs+fbq2bNmijRs33vTaqVOnJEm5c+dOdjx37tw6cuRI0jl+fn7JZuYmnpP49adOnVKuXLlu+v65cuVKOudWoqOjFR0dnfQ8MjJSkhQbG6vY2NiUvD2Xk5jbXfOntfh4H0kOxcfHKTbWMh0nxbiOnoNr6Rm4jp6Da+kZUnsd7/Z6O/szIz+XzsPYOg9j6zyMrfO4+9i+VestbT+1XbP3zlarGa205tk1KhxS2HQsSe4/tq6MsXWef45tWo6xSxe2x44d06uvvqqFCxcqICDgX8/7510OU3Lnw3+ec6vzb/d9hg0bpkGDBt10fOHChQoKCvrPP9/VhYWFmY7gEiIj60sK0aZNGxQbe9Z0nFTjOnoOrqVn4Dp6Dq6lZ0jpdbxy5cpd/Tnp9ZmRn0vnYWydh7F1HsbWedx5bFv7tdbWwK3688qfavR1Iw0vNVz+Xv6mYyVx57F1dYyt8ySO7d1+ZryRSxe2mzdv1pkzZ1SlSpWkY/Hx8VqxYoXGjBmTtL7sqVOnlDdv3qRzzpw5kzTrNk+ePIqJidHFixeTzbI9c+aMateunXTO6dOnb/rzz549e9Ps3Ru9/fbb6t27d9LzyMhIFSxYUI0bN1ZwcPAdvmuzYmNjFRYWpkaNGsnX19d0HOP69bP/itSoUV0PPeReM2y5jp6Ba+kZuI6eg2vpGVJ7HRNnxN4pZ39m5OfSeRhb52FsnYexdR5PGduqkVVVZ2IddajcQY/Ve0xeDvNrAHrK2LoixtZ5/jm2d/uZ8UYuXdg2aNBAO3bsSHbs2WefVZkyZfTmm2+qWLFiypMnj8LCwlS5cmVJUkxMjJYvX67hw4dLkqpUqSJfX1+FhYWpdevWkqTw8HDt3LlTH330kSSpVq1aioiI0IYNG1S9enVJ0vr16xUREZFU6t6Kv7+//P1v/pcoX19ft/9L4AnvIS35+vrIHYeD6+g5uJaegevoObiWniGl1/Fur3V6fWbk59J5GFvnYWydh7F1Hncf22LZi2nPK3uUNSCr6Sg3cfexdWWMrfMkjm1ajq9LF7ZZsmRR+fLlkx3LlCmTsmfPnnS8V69eGjp0qEqWLKmSJUtq6NChCgoKUvv27SVJISEh6tKli15//XVlz55doaGh6tOnjypUqJB0E7OyZcuqadOmev755zV27FhJ0gsvvKBHHnlEpUuXTsd3DFeTI4f9eOKE2RwAAAAAAKSVG8vaq7FXtePMDlXPX91cIADJuHRhmxJvvPGGrl69qm7duunixYuqUaOGFi5cqCxZsiSdM3LkSPn4+Kh169a6evWqGjRooEmTJsnb2zvpnKlTp6pnz55q3LixJKlFixYaM2ZMur8fuJby5aUVK6SdO00nAQAAAAAgbZ3966wenvqw9p3fp3Vd1umeXPeYjgRAbljYLlu2LNlzh8OhgQMHauDAgf/6NQEBARo9erRGjx79r+eEhoZqypQpaZQSniJxgjeFLQAAAADA02QNyKpg/2BFxUSp5YyW2tB1g7IFZrv9FwJwKvMrSwMurEIF+/EfSykDAAAAAOD2fL19NePJGSocUlgHLhxQ+zntFZ8QbzoWkOFR2AL/4Z6/fxvk2DEpIsJsFgAAAAAA0lrOTDn1Q9sfFOgTqAUHFqj/kv6mIwEZHoUt8B+yZZPy57f3d+0ymwUAAAAAAGeolKeSJjw2QZI0fPVwzdg5w3AiIGOjsAVug2URAAAAAACerm35tnqj9huSpDcWvaHouGjDiYCMy+1uOgakt/LlpQULuPEYAAAAAMCzDW0wVDHxMXq15qvy9/E3HQfIsChsgdsoX95+pLAFAAAAAHgyby9vjWw60nQMIMNjSQTgNipWtB83bZIuXDCbBQAAAACA9PLTvp80YOkA0zGADIfCFriNe++117GNipJGjDCdBgAAAAAA59t3bp8em/6YBq8YrO92fGc6DpChUNgCt+HlJQ0ZYu9/+ql05ozZPAAAAAAAOFvpHKX1Vt23JEld5nXR9tPbDScCMg4KWyAFWrSQqlaV/vpLGj7cdBoAAAAAAJxvyIND1Lh4Y12Nu6pWM1rp4tWLpiMBGQKFLZACDof0/vv2/hdfSCdPms0DAAAAAICzeXt5a1qraSqStYgOXjyoDnM7KMFKMB0L8HgUtkAKNW4s1akjXbsmDR1qOg0AAAAAAM6XPSi75rSeowCfAM3fP1+Dlg0yHQnweBS2QArdOMt23DjpyBGzeQAAAAAASA+V81bWV49+JUk6f/W8LMsynAjwbBS2QCrUry81aCDFxl6/ERkAAAAAAJ6uQ8UOWtdlncY0GyOHw2E6DuDRKGyBVEosaidNkvbvNxoFAAAAAIB0U6NAjaT9uIQ4XYm9YjAN4LkobIFUqlVLat5cio+X3n3XdBoAAAAAANLX2b/OqsmUJur8Q2eWRwCcgMIWuANDhthr2s6YIU2ebDoNAAAAAADp5+DFg1p5ZKVm7Z6lUetGmY4DeBwKW+AOVK4sDRhg77/0krR7t9k8AAAAAACkl5oFampkk5GSpL5hfbXyyErDiQDPQmEL3KF33pEaNZKuXJGefFKKijKdCAAAAACA9NGtWje1r9Be8Va82sxqo1NRp0xHAjwGhS1wh7y9pSlTpHz5pD177Jm2LN0DAAAAAMgIHA6Hxj0yTvfkvEfhUeFqO6ut4hLiTMcCPAKFLXAXcuWSpk+3y9upU6Xx400nAgAAAAAgfWTyy6TZrWcrs19mLT+yXO8tfc90JMAjUNgCd6lePWnoUHu/Rw9p2zajcQAAAAAASDelc5TWxMcmqmRoSbUr3850HMAjUNgCaaBPH+nRR6XoaHs924gI04kAAAAAAEgfT5Z7Ujte3qEKuSuYjgJ4BApbIA14eUmTJkmFC0sHD0pdurCeLQAAAAAg4/D38U/a33hio/6K+ctgGsC9UdgCaSQ0VJo5U/L1lWbPlkaPNp0IAAAAAID0NXHrRNWeUFsv/fKSLGYyAXeEwhZIQ9WrSyNG2Pt9+kj79pnNAwAAAABAeioeWlyWZWnK9ikau3ms6TiAW6KwBdLYK69IDz8sxcZKgwebTgMAAAAAQPq5v/D9+rDhh5KkXgt6adupbWYDAW6IwhZIYw6H9MEH9v5330l79pjNAwAAAABAenq91ut6tNSjio6PVuvvWysyOtJ0JMCtUNgCTlC5stSypX3jMWbZAgAAAAAyEofDoUktJ6lQSCHtv7BfL/z0AuvZAqlAYQs4ycCB9uOMGdKuXUajAAAAAACQrkIDQzX9ieny8fLRjF0zNH//fNORALdBYQs4yb33Sq1a2bNsBw0ynQYAAAAAgPRVq2AtfdzoY41oPELNSjYzHQdwGz6mAwCebMAAac4c6fvvpW3bpEqVTCcCAAAAACD99KrZy3QEwO0wwxZwoooVpdat7f22baVI1lkHAAAAAGRQUTFRGrtpLOvZArdBYQs42ejRUv780r59UufOUkKC6UQAAAAAAKSvmPgY1RxfUy/98pImbJ1gOg7g0ihsASfLlUuaPVvy85N++EEaPtx0IgAAAAAA0peft586VOwgSerxaw/tPrvbcCLAdVHYAumgRg1pzBh7/513pIULzeYBAAAAACC9vVHnDTUu3lhX466qzaw2uhp71XQkwCVR2ALp5Pnnpa5d7SUR2rWTDh82nQgAAAAAgPTj5fDSty2/VZ7MebTzzE71WtDLdCTAJVHYAulo9GipalXpwgWpVSvpKv+YCAAAAADIQHJnzq0pj0+RQw6N2zJOM3fNNB0JcDkUtkA6Cgiw17PNkUPaulV69FHp8mXTqQAAAAAASD8NijVQv3r9JEnvLHlHcQlxhhMBroXCFkhnhQpJc+ZImTNLixdLDRpI586ZTgUAAAAAQPoZWH+g+tTqoxXPrpCPl4/pOIBLobAFDKhXT1qyRMqeXdq4UapbVzp61HQqAAAAAADSh4+Xjz5u/LHyZM5jOgrgcihsAUOqVZNWrZIKFpT27ZPq1JH27DGdCgAAAACA9Lf60motP7LcdAzAJVDYAgaVKSOtXi2VLSsdP27PvN2wwXQqAAAAAADSz9SdU/Xx4Y/V+cfOOneFNQMBClvAsIIFpZUrperVpfPnpYceksLCTKcCAAAAACB9PF76cRXwL6CTUSf13I/PybIs05EAoyhsAReQPbt9A7JGjaS//pKaN5e+/950KgAAAAAAnC/IN0ivF3ld/t7++umPn/T5xs9NRwKMorAFXETmzNJPP0mtW0uxsVLbttKECaZTAQAAAADgfEUDi+rDhz6UJPVZ2Ee7zuwynAgwh8IWcCH+/tK0adILL0gJCVKXLtLIkaZTAQAAAADgfN2qdtPDJR5WdHy02s9pr+i4aNORACMobAEX4+0t/e9/Ut++9vPevaUBAySW8AEAAAAAeDKHw6EJj01QjqAc2n56u37Z/4vpSIARPqYDALiZwyENHy5lyyb16ycNHixdumTPtvXin1kAAAAAAB4qT+Y8mvz4ZMUnxKt5qeam4wBGUNgCLsrhkN5+WwoJkbp3lz77TIqMlL76SvLhby4AAAAAwEM1LdHUdATAKObqAS6uWzdp8mR7qYRJk6Q2baRolvEBAAAAAGQAxyKOacjyIbJYJxAZCIUt4AY6dJBmz5b8/KQ5c6RmzezZtgAAAAAAeKqomChV/aqq3lv2nqbumGo6DpBuKGwBN/HYY9Kvv0qZM0tLlkgPPiidPm06FQAAAAAAzpHZL7N6Vu8pSerxaw+diDxhOBGQPihsATfy0EPSsmVSzpzSli1S3brSoUOmUwEAAAAA4Bxv1n1TVfNV1aVrl/TCzy+wNAIyBApbwM1UqSKtXi0VKSIdOCDVri39/rvpVAAAAAAApD0fLx990/Ib+Xv7a/7++Zq0bZLpSIDTUdgCbqhkSWnNGqliRenUKen++6UVK0ynAgAAAAAg7ZXLWU5DHhwiSer1Wy8dizhmOBHgXBS2gJvKm1davtwuayMjpcaNpR9+MJ0KAAAAAIC017tWb9UqUEuR0ZEasmKI6TiAU1HYAm4sa1ZpwQKpZUspOlp64glp6FApIcF0MgAAAAAA0o63l7cmtZykvrX76tOmn5qOAzgVhS3g5gIDpe+/l55/3i5q+/eXmjf31sWL/qajAQAAAACQZkplL6WPGn2kQN9A01EAp6KwBTyAj480dqw0YYIUFCQtXuyl116rr0WLHKajAQAAAACQ5uIT4jV953RZlmU6CpDmKGwBD+FwSM8+K23aJN1zj6VLlwLUvLm3+veX4uJMpwMAAAAAIG1YlqWmU5uq3ex2Grd5nOk4QJqjsAU8TNmy0po1cWrS5JAsy6GhQ6X69aVj3EQTAAAAAOABHA6HmpdsLknqE9ZHhy8dNhsISGMUtoAHCgyUXn55u6ZOjVNwsLR6tXTvvdK8eaaTAQAAAABw93rW6Km6heoqKiZKXed1ZWkEeBQKW8CDPfWUpa1bpapVpYsXpccek3r1kmJiTCcDAAAAAODOeTm8NPGxiQr0CdTiQ4s1dvNY05GANENhC3i4YsXsGba9e9vPP/1UqldPOnLEbC4AAAAAAO5GidASGtZgmCSpb1hfHbnEf+jCM1DYAhmAn580YoS9JEK2bNKGDVLlytIvv5hOBgAAAADAnetRo0fS0gjd5nczHQdIExS2QAby6KPSli1StWr2EgmPPCL16yfFxZlOBgAAAABA6nk5vDShxQTVKVgnabYt4O4obIEMpkgRaeVK6ZVX7OfDhkkNG0rh4UZjAQAAAABwR0pmL6lVz61SxdwVTUcB0gSFLZAB+ftLo0dL06dLmTNLy5dLlSpJS5aYTgYAAAAAwN354/wfsizLdAzgjlHYAhlYmzbS5s1ShQrSmTNSo0bSkCFSQoLpZAAAAAAApN77K95Xuc/L6dvfvzUdBbhjFLZABleqlLRunfTcc3ZR+957Ut260q5dppMBAAAAAJA6Pl4+irfi1eu3Xgq/zNp/cE8UtgAUFCR9/bU0caK9RMLatVLlynZ5e+2a6XQAAAAAAKRMn9p9VCVvFV26dkmv/PqK6TjAHaGwBZDkmWek3bulFi2k2Fh7eYRKlaQVK0wnAwAAAADg9ny8fPR1i6/l4+WjOXvmaPbu2aYjAalGYQsgmYIFpR9+kGbNkvLkkfbtkx54QHrhBenSJdPpAAAAAAD4b/fmuVdv1XlLktR9fndduHrBcCIgdShsAdzE4ZCeeELas0d68UX72FdfSWXLSt9/L3GzTQAAAACAK3vn/ndUJkcZnf7rtF5f+LrpOECqUNgC+FdZs0r/+5+9JEKZMtKpU1Lr1tJjj0nHjplOBwAAAADArfn7+OvrFl8ri18W3ZfnPlnMPIIbobAFcFv16knbtkkDBki+vtJPP0nlykkff8xNyQAAAAAArql2wdo69tox9ajRQw6Hw3QcIMUobAGkiL+/NHCgXdzWqSNFRUlvvGEvkzB9OsskAAAAAABcT0hASNJ+gpVgMAmQchS2AFKlXDl7iYRJk6T8+aXDh6V27aSaNaVVq0ynAwAAAADgZov/XKx7vrhHm09uNh0FuC0KWwCp5uUlde4s/fGH9P77UubM0oYN9tIJTzwh7d9vOiEAAAAAANeN3zpee8/t1Qs/v6C4hDjTcYD/RGEL4I4FBUn9+9sF7Ysv2kXunDn2LNxXX5XOnTOdEAAAAAAAaWSTkcoakFVbwrdo9PrRpuMA/4nCFsBdy5NH+t//pO3bpWbNpLg46bPPpBIlpP/7P25MBgAAAAAwK0/mPBrecLgk6d2l7+poxFHDiYB/R2ELIM3cc4/0yy9SWJh0771SRITUt699Y7LJkyluAQAAAADmdL2vq+oUrKO/Yv9S9/ndZXH3bLgoClsAaa5hQ2nz5uQ3JuvUyZ6J+8IL9s3J+P9FAAAAAEB68nJ4adyj4+Tr5auf//hZc/bMMR0JuCUKWwBO4e19/cZkH3wgFShgz7j96iv75mTFi0sDBkgHDphOCgAAAADIKMrlLKc367wpSfr1wK+G0wC3RmELwKmCgqR+/aQjR6QlS6RnnpEyZ5YOHZIGD5ZKlpRq15a+/FK6cMF0WgAAAACAp+tXr59+aPODvnr0K9NRgFuisAWQLry8pAcflCZOlE6flqZOlZo2tY+vXSt162YvmdCqlfTDD1JMjOnEAAAAAABPFOgbqMfKPCaHw2E6CnBLFLYA0l1QkNS+vfTrr9Lx49KIEfZNymJjpblzpccfl/Lmlbp3l9atY71bAAAAAIBznL9yXh+s+EDxCfGmowBJKGwBGJU3r9S7t7Rtm/T771KfPvaxCxekL76QatWSSpeWhgyxl1EAAAAAACAtxCXEqcb4Gnpn6Tsat3mc6ThAEgpbAC6jYkXp44+lY8ekhQulDh3s2bj790vvvScVK2avdztihHT4sOm0AAAAAAB35uPlo9dqviZJenvx2zoVdcpwIsBGYQvA5Xh7S40aSZMn2+vdfvON1LCh5HDY69326SMVLSpVrSp9+KFd6AIAAAAAkFovVX1JVfNVVUR0hF5f+LrpOIAkClsALi5zZqlTJykszF7vdswY++ZlXl7S5s3S229LpUrZa+AOHizt3m06MQAAAADAXXh7eet/zf8nhxyatmOaFv+52HQkgMIWgPvIl8++EdmSJVJ4uDR2rNS4sT0jd/t2acAA6Z57pLJlpXfftdfF5YZlAAAAAID/UiVfFXWr1k2S1H1+d0XHRRtOhIyOwhaAW8qVS3rhBem336QzZ6SJE6XmzSU/P2nvXun996XKlaWSJaU337Rn41LeAgAAAABu5f2H3lfuTLm17/w+fbr+U9NxkMFR2AJwe6Gh0jPPSD//bJe3U6ZIjz8uBQRIBw9KH31kr3dbsqTUr5/0+++UtwAAAACA67IGZNXIJiP1wn0vqOt9XU3HQQZHYQvAo4SESE8/Lc2ZI509K82cKT31lBQYaJe3w4ZJlSrZyya89560a5fpxAAAAAAAV9CuQjuNfXSsQgNDTUdBBkdhC8BjZc5sl7UzZ9ozb6dPt2fe+vtL+/ZJQ4ZI5cvb2+DB9jEAAAAAACzL0umo06ZjIIOisAWQIWTOLLVpY8+8TVw24dFHJV9fe5btgAFSmTL27NuhQ+3ZuAAAAACAjCf8crgenvqwan1dS1djr5qOgwyIwhZAhhMcbC+bMG+eXd5OmiQ9/LDk42Ovb9u/v1SihL3u7UcfSYcOmU4MAAAAAEgvWfyzaNfZXTp06ZA+XPWh6TjIgChsAWRoWbNKnTtL8+dLp09L48dLjRpJ3t7S5s3Sm29KxYpJ990nvf++tGeP6cQAAAAAAGfK7JdZI5uMlCQNXz1cf17803AiZDQUtgDwt9BQqUsXaeFCKTxc+t//pIcessvbrVuld9+VypWzb1j2zjvSli2SZZlODQAAAABIa0+UfUINizVUdHy0+izsYzoOMhgKWwC4hZw5pRdflBYvlk6dkr7+WmreXPLzk/bulT74QKpSxZ59+/rr0po1UkKC6dQAAAAAgLTgcDg0qskoeTu8NXfvXC3+c7HpSMhAKGwB4DZy5JCee076+Wd7zdtp06QnnpCCgqTDh6VPPpHq1JEKFJC6d7dL3rg406kBAAAAAHfjnlz3qFu1bpKkVxe8qrgE/kMP6YPCFgBSISREatdOmjVLOntWmjNH6tDBPh4eLn3xhdSwoZQ7t13y/vKLFB1tOjUAAAAA4E4MrD9QoYGhiomP0bGIY6bjIIPwMR0AANxVUJD0+OP2FhMjLVkizZ4t/fCDdO6cNHGivWXJYi+n0Ly51KCBlDev6eQAAAAAgJQIDQzV4k6LVS5nOfl5+5mOgwyCGbYAkAb8/KSmTaWvvrJn2i5dKvXoIeXPL12+LE2fLnXsKOXLJ1WoIPXuLc2fL/31l+nkAAAAAID/UilPJcpapCsKWwBIYz4+Uv360mefSUePSuvWSW+9Zd+kzOGQdu6URo60Z9xmy2af+/770vr1rH0LAAAAAK4qJj5GYzaM0cELB01HgYejsAUAJ/LykmrUkIYNkzZtste9nTlTev55qUgRKTZWWr5cevddqWZN+wZnrVpJX34p7d8vWZbpdwAAAAAAkKRuv3RTj197qN+SfqajwMNR2AJAOsqeXXrqKWncOOnPP6UDB+xy9oknpKxZpYgIae5cqVs3qVQpqVQpH33++b2aOdOhc+dMpwcAAACAjKtnjZ5yyKGZu2Zq/fH1puPAg1HYAoAhDodUvLj00kvSrFn2jcrWr5c++MBeJsHXVzpyxKGwsCLq0MFHuXLZyyq8+aa0aJF07ZrpdwAAAAAAGUfF3BXVuVJnSVLfsL6y+JVIOAmFLQC4CG9vqXp1qV8/+6ZlFy9KP/0UpxYtDqh8eUuWJW3ZIn30kdSokb3+bcOG9vq3K1dK0dGm3wEAAAAAeLYhDw5RgE+AVh5dqXn75pmOAw9FYQsALipTJqlJE0vPPbdLW7bEKTxcmjJF6txZypfPnmG7eLG9/u3999tLKjz0kDRokL0uLjNwAQAAACBtFQguoNdqviZJemvxW4pL4M7RSHsUtgDgJvLkkZ5+Wpo0STp+XNq9W/r8c3tN3Fy57IJ26VJp4EB7SYWsWaUHHpAGDJCWLJGuXjWbHwAAAAA8wZt13lT2wOzae26vJm6daDoOPJCP6QAAgNRzOKSyZe2tWzfJsqR9+6Rly+zZtcuXS+Hh0ooV9ibZa+LWqGGXuA88INWubc/iBQAAAACkXEhAiN69/139euBX1ShQw3QceCAKWwDwAA6HVKaMvb30kl3g7t9/vbxdtkw6cUJatcrePvhA8vGRqlWzy9v69aU6daTMmU2/EwAAAABwfT1q9NCrNV81HQMeisIWADyQwyGVKmVvzz9vF7h//nm9vF2+XDp6VFq71t4+/NC+6VnVqtdn4NatKwUHm34nAAAAAOB6vBzJVxm1LEsOh8NQGngaClsAyAAcDql4cXt77jn72OHDyZdQOHRIWr/e3j76SPLyku6773qBW6+evS4uAAAAAMB29q+zGrx8sHy9ffVJk09Mx4GHoLAFgAyqSBHpmWfsTbJn3N64hMLBg9KmTfY2YoRd+laqdH0JhXr1pNBQU+kBAAAAwLydZ3ZqzMYx8vHy0ctVX1bJ7CVNR4IH8Lr9KeYMGzZM1apVU5YsWZQrVy61bNlS+/btS3aOZVkaOHCg8uXLp8DAQNWvX1+7du1Kdk50dLR69OihHDlyKFOmTGrRooWOHz+e7JyLFy+qY8eOCgkJUUhIiDp27KhLly45+y0CgMsoVEjq2FEaP146cEA6flyaOtVeUqFUKXtZha1bpVGjpJYtpRw5pHvvlV59VZozRzp3zvQ7AAAAAID09WDRB9WsZDPFJcSp35J+puPAQ7h0Ybt8+XJ1795d69atU1hYmOLi4tS4cWP99ddfSed89NFH+uSTTzRmzBht3LhRefLkUaNGjXT58uWkc3r16qW5c+dq+vTpWrVqlaKiovTII48oPj4+6Zz27dtr27ZtWrBggRYsWKBt27apY8eO6fp+AcCV5M8vtW8vjRsn7dsnnTwpffedfVOzsmXtAnf7dumzz6QnnpBy5pQqVJBeeUWaNUs6c8b0OwAAAAAA5xvecLi8HF6atXuW1h9fbzoOPIBLL4mwYMGCZM8nTpyoXLlyafPmzbr//vtlWZZGjRql/v37q1WrVpKkb775Rrlz59a0adP04osvKiIiQl9//bUmT56shg0bSpKmTJmiggULatGiRWrSpIn27NmjBQsWaN26dapRo4Yk6auvvlKtWrW0b98+lS5dOn3fOAC4oLx5pbZt7U2STp+WVqy4voTCrl3Szp329vnn9jlly9rLJySug5snj6n0AAAAAOAc5XOVV+d7O2vitonqG9ZXy59Zzg3IcFdcurD9p4iICElS6N+LJh46dEinTp1S48aNk87x9/fXAw88oDVr1ujFF1/U5s2bFRsbm+ycfPnyqXz58lqzZo2aNGmitWvXKiQkJKmslaSaNWsqJCREa9as+dfCNjo6WtHR0UnPIyMjJUmxsbGKjY1NuzeejhJzu2t+2LiOnsOVr2VoqL00QsuW9vOzZ6VVqxxascKhFSu8tGOHQ3v2SHv2SF9+aZ9TsqSlBx5IUL16lu6/31L+/KbSpy9Xvo5IHa6lZ0jtdbzb6+3sz4z8XDoPY+s8jK3zMLbOw9g6jyeM7bt139V3O7/TyqMrNXf3XD1a6lHTkSR5xti6qn+ObVqOsdsUtpZlqXfv3qpbt67Kly8vSTp16pQkKXfu3MnOzZ07t44cOZJ0jp+fn7Jly3bTOYlff+rUKeXKleumPzNXrlxJ59zKsGHDNGjQoJuOL1y4UEFBQal4d64nLCzMdASkAa6j53CXa+nvLzVqZG+XL/tq9+7s2rkzh3btyq5Dh0K0f79D+/d7a/x4+/y8eaN0zz3nVbr0BZUufVEFClyWl0sv1nN33OU64va4lp4hpdfxypUrd/XnpNdnRn4unYexdR7G1nkYW+dhbJ3H3ce2eWhzzT4zW2/Pf1veB7xNx0nG3cfWlSWO7d1+ZryR2xS2r7zyirZv365Vq1bd9No/p5lblnXbqef/POdW59/u+7z99tvq3bt30vPIyEgVLFhQjRs3VnBw8H/++a4qNjZWYWFhatSokXx9fU3HwR3iOnoOT7qWFy/GafVqh1audGj5coe2bXMoPDyzwsMza9GiwpKkLFksVatmbzVqWKpe3dIt/j3N7XjSdczouJaeIbXXMXFG7J1y9mdGfi6dh7F1HsbWeRhb52FsncdTxrbOtToqvLqwetfsrVyZXOM/ZDxlbF3RP8f2bj8z3sgtCtsePXpo3rx5WrFihQoUKJB0PM/fiyGeOnVKefPmTTp+5syZpFm3efLkUUxMjC5evJhslu2ZM2dUu3btpHNOnz5905979uzZm2bv3sjf31/+/v43Hff19XX7vwSe8B7AdfQknnAtc+WSHn/c3iQpIkJavdpeB3f9emnjRunyZYeWLHFoyZLrX1ekiFSzplSjhv1YqZIUEGDiHdw9T7iOsHEtPUNKr+PdXuv0+szIz6XzMLbOw9g6D2PrPIyt87j72ObwzaERTUeYjnFL7j62rixxbNNyfF36F08ty9Irr7yiOXPmaMmSJSpatGiy14sWLao8efIkm9YdExOj5cuXJ5WxVapUka+vb7JzwsPDtXPnzqRzatWqpYiICG3YsCHpnPXr1ysiIiLpHABA2goJkZo1kz78UFq61C5wf/9dGjdOeu456Z57JIdDOnxYmj5deu01qVYtKThYql5d6tlTmjpVOnhQsizT7wYAAAAAkjseedx0BLgpl55h2717d02bNk0//vijsmTJkrSebEhIiAIDA+VwONSrVy8NHTpUJUuWVMmSJTV06FAFBQWpffv2Sed26dJFr7/+urJnz67Q0FD16dNHFSpUUMOGDSVJZcuWVdOmTfX8889r7NixkqQXXnhBjzzyyL/ecAwAkLa8vaWKFe3t+eftY5GR9szbdevsWbjr10tnztjHNm6URo+2z8uRw56Bm7hVry5lzWrsrQAAAADIwM5dOaen5zytDSc26GDPgwoNDDUdCW7GpQvbL/++rXj9+vWTHZ84caKeeeYZSdIbb7yhq1evqlu3brp48aJq1KihhQsXKkuWLEnnjxw5Uj4+PmrdurWuXr2qBg0aaNKkSfL2vr4A9NSpU9WzZ081btxYktSiRQuNGTPGuW8QAPCfgoOlBg3sTbJn0h4+bBe3iSXuli3SuXPSL7/YW6IyZZIvpVC+vOTj0v+vBwAAAMATZAvIpvDL4bp07ZI+XPWhPmr0kelIcDMu/Z+uVgp+x9XhcGjgwIEaOHDgv54TEBCg0aNHa3TiVKxbCA0N1ZQpU+4kJgAgnTgcUtGi9ta2rX0sOtpeSuHGWbgHD0p799rbpEn2eUFBUpUqUtWqUrVq9mPx4pKXSy8OBAAAAMDdeHt5a1iDYXrku0f02frP1KN6DxUMKWg6FtyISxe2AADcjr+/vQRC9erXj509K23YkLzEjYyUVq60t0QhIXaJm1jgVq0qFS5sF8MAAAAAcKealWym+wvfrxVHVmjIiiEa9+g405HgRihsAQAeJ2dOqXlze5OkhARp3z67xN20yd62brVvdLZkib0lypHjenmbuOXPb+Z9AAAAAHBPDodDQx8aqroT62rC1gnqW7uvSmYvaToW3ASFLQDA43l5SWXL2lvnzvax2Fhp167rBe6mTdL27fZ6uAsW2FuivHlvLnFz5TLzXgAAAAC4hzqF6qhZyWaav3++BiwboGlPTDMdCW6CwhYAkCH5+kqVKtlb1672sWvXpB07rhe4GzfapW54uPTTT/aWqFCh6+VttWr20grZspl4JwAAAABc1fsPvq/5++dr48mN+ivmL2Xyy2Q6EtwAhS0AAH8LCLDL12rVrh+7ckXatu16gbtpk728wtGj9jZnzvVzixdPflOz++6TsmRJ97cBAAAAwEVUzltZC55eoAeLPig/bz/TceAmKGwBAPgPQUFS7dr2ligyUtqyJflyCgcPXt9mzLDPczikihWlOnW8FBSUT5Ur2zNzAQAAAGQcTUo0MR0BbobCFgCAVAoOlurXt7dEFy5ImzcnL3GPHpV+/136/XdvSdX0f/9nz8KtV+/6VqKEXewCAAAA8Gyx8bH6+Y+f9XjZx01HgYujsAUAIA2EhkqNGtlbovBwadUqafnyeM2ff1mHD4fo4EGHDh6UJk2yz8mTR6pb1y5v779fqlBB8vY28hYAAAAAOElsfKwqja2k3Wd3K6xjmBoWa2g6ElwYhS0AAE6SN6/01FNSy5YJatRouWrXbqaNG321cqW0cqW9Ju6pU9KsWfYm2bN369S5PgO3alV7bV0AAAAA7svX21cNizbU7rO79fbit9WgaAM5+FU7/AsKWwAA0knWrFKzZvYmSdeuSRs2KKnAXbPGXh/311/tTZJ8fe2bl9WuLdWqZW8FChh7CwAAAADuUP/7++vrrV9r08lNmrNnjp4o94TpSHBRFLYAABgSEGAvg3D//fbzuDhp+/brBe7KldKZM9L69fY2cqR9XsGCdnGbWOJWqiT5ccNZAAAAwKXlypRLvWv11pAVQ/TesvfUskxLeXuxHhpuRmELAICL8PGxZ9Ped5/06quSZUl//imtXWtva9bYhe6xY/Y2c6b9dQEB9tIJN87CzZ3b7HsBAAAAcLPetXpr9IbR2n12t6bvnK6nKz5tOhJcEIUtAAAuyuGQihe3tw4d7GNRUfYyCokl7tq10oUL9s3NVq26/rXFil2fhVuzpn0zM19fM+8DAAAAgC1rQFa9UfsN9VvSTwOXD1Tre1rL15sP6kiOwhYAADeSObP00EP2JtmzcP/4w559m1jg7tplz8z9809p6lT7vMBAe+ZujRrXt0KF7FIYAAAAQPrpUaOHRq0fpaJZi+rC1QvKnZlfj0NyFLYAALgxh0MqXdrenn3WPhYRYa95m1jibtggXbokrV5tb4ly505e4FatKoWEGHkbAAAAQIaR2S+zfn/pd+XJnMd0FLgoClsAADxMSIjUuLG9SVJCgrR///Wbl61fL/3+u3T6tDRvnr1JdvlbpkzyErdCBXttXQAAAABph7IW/4X/BAMAwMN5eV2fhdupk33s6lVp69bkJe7hw9KePfY2aZJ9XmCgVKWKXd7WrGmviZsvn6l3AgAAAHiWM3+d0SdrP1H/ev2VxT+L6ThwERS2AABkQIGBdvlau/b1Y6dP28snJBa4GzZIkZE339CscOHrNzSrXVuqWJEbmgEAAACpZVmWmk5pqq2ntiqTbya9+8C7piPBRVDYAgAASfaato8+am+SvZTCvn12cbtunb0e7o4d0pEj9jZ9un1eUJBUrZpd3taqZW85cph7HwAAAIA7cDgceqPOG2o3u53+b+3/qXv17goNDDUdCy6AwhYAANySl5dUtqy9de5sH7t82S5wE29otnatfUOz5cvtLVGpUsln4ZYrZ38/AAAAANe1vqe1hq0apu2nt+vj1R9rWMNhpiPBBVDYAgCAFMuSRWrQwN4kexbu3r12cbtmjb3t3Sv98Ye9ffONfV5wsL0GbmKJW6OGfXM0AAAAICPzcnjp/QffV4vpLfTp+k/1as1XuSEZKGwBAMCd8/KyZ8+WKyd16WIfu3DBXkIhscBNXAt34UJ7kySHw/6axAK3Vi17Vi6zcAEAAJDRPFLqEdUsUFPrjq/T+yve15hmY0xHgmEUtgAAIE2FhkrNmtmbJMXF2Wvf3riMwp9/Srt22dv48fZ52bIln4Vbvbo9oxcAAADwZA6HQ8MaDNOD3zyosZvH6rWar6l4aHHTsWAQhS0AAHAqHx+pcmV7697dPnb69PXydu1aaeNG6eJF6ddf7U2yZ9uWL3/9Rma1a0slStizcwEAAABPUr9IfbUo3UKFggsp2D/YdBwYRmELAADSXe7cUsuW9iZJMTHS778nL3GPHJG2b7e3sWPt83LkuD4Lt2ZNexZu5sym3gUAAACQdua2mSsvB2uEgcIWAAC4AD8/qVo1e+vZ0z528mTyAnfzZuncOennn+1NSj4LN7HILVWKWbgAAABwP5S1SERhCwAAXFK+fNITT9ibJEVHS1u32jc0W7vWfjx69OZZuDeuhZs4CzckxNz7AAAAAFJja/hWvb34bb1Z5009WPRB03FgAIUtAABwC/7+dgFbs6bUq5d97OTJ5AXupk03r4XrcEjlyiWfhVumjD07FwAAAHA1X2/9Wr8d/E0Xrl7Q+q7r5eDXxzIcClsAAOC28uWTWrWyN8leC3f79usF7tq10qFD0q5d9jZ+vH1eSIhd3tatK9WpY8/CzZTJ3PsAAAAAEr17/7uatG2SNp7cqFm7Z+mpe54yHQnpjMIWAAB4DD8/qWpVe+vRwz52+rRd3iYWuBs3ShER0m+/2ZskeXtLlSvb5W1iiZs3r7n3AQAAgIwrd+bc6lO7jwYtH6R+S/rpsTKPyc/bz3QspCN+GRAAAHi03Lmlxx6Thg2Tli2zy9rNm6XRo6U2baQCBaT4eHs5hU8/lZ56yp65W6yY1LGj9L//STt2SAkJpt8JAAAAMorXa72u3Jly68CFAxq3eZzpOEhnzLAFAAAZio+PdN999vbKK/axo0el1aulVavsx+3b7aUUDh2Spkyxz8maVapZ01vZs5dSpkwO1a4tBQUZexsAAADwYFn8s2hg/YF6+ZeXNWj5IHWs2FEhAdxJN6OgsAUAABleoUL21q6d/Twy0l5CIbHEXb9eunRJWrDAS1JZTZ0q+fraa9/Wr29vtWqxDi4AAADSTpfKXTRq3SjtO79P4zaPU986fU1HQjqhsAUAAPiH4GCpcWN7k6S4OOn336UVK+I1e/YpHTqUTydPOrR6tV3qfvABBS4AAADSlq+3r0Y2Gan9F/br5aovm46DdERhCwAAcBs+PlKVKlLFigkqVmyTHn64mY4f99WyZfa6uEuXSsePiwIXAAAAaerhkg/rYT1sOgbSGYUtAABAKjkc9k3JihWTnntOsix7vdvUFLisgQsAAIDUiImP0cnLJ1UkaxHTUeBkFLYAAAB36U4L3Fq1pIcesrcaNSQ/P9PvBAAAAK7o91O/66nvn1KAT4C2vLhFPl5Uep7My3QAAAAAT5NY4D73nPTtt9LRo9LBg9LXX0sdO0oFCkixsdKKFdLAgdL990vZsklNmkjDh0sbN9rr5gIAAACSVCC4gM5fPa8dZ3ZozIYxpuPAyShsAQAAnOxWBe7+/dLYsVKbNlLOnNKVK9LChdJbb9lLJ+TIIT32mPTpp9KOHVJCgul3AQAAAFOyB2XXhw0+lCS9t/Q9nbx80nAiOBOFLQAAQDpzOKQSJaQXXpCmT5dOn7ZL2U8/tUvakBApIkKaN0/q1UuqWFHKk0dq3Vr63/+kAwfsZRcAAACQcXS5r4tq5K+hyzGX1WdhH9Nx4EQUtgAAAIY5HFL58lLPntIPP0jnz9vLInz0kdS0qX1zsrNnpe+/l15+WSpZUipaVHr+eWnmTPt8AAAAeDYvh5e+aP6FvBxe+m7ndwo7GGY6EpyEwhYAAMDFeHtLVatKfftKv/4qXbworVolDR4sPfCAfcOyI0ek8eOvL6lQpYq9nMKiRdK1a6bfAQAAAJzhvrz3qXu17pKkl355SVdirxhOBGegsAUAAHBxfn5SnTrSu+9Ky5ZJFy5I8+dLr71mz8y1LGnLFvuGZY0a2Tcwa9zYnqG7dSvr3wIAAHiSDx76QAWDC6p09tKKiokyHQdO4GM6AAAAAFInc2bp4YftTZJOnbJn1oaF2Y8nT9r7YWHSm2/aNzBr0MAucZs2lfLlM5sfAAAAdy6Lfxat67pOeTPnlcPhMB0HTkBhCwAA4Oby5JE6dLA3y5L27Lle3i5bJp07J82YYW+SfROzxMK3dm17iQUAAAC4j3xZkv8LvGVZlLcehCURAAAAPIjDIZUrJ736qvTTT/YNyVassJdTqF7dfn37dnv5hPr1pezZpVatpHHjpGPHTKcHAABAaly8elHP/fichq0aZjoK0hAzbAEAADyYn59Ur569DR4snT1rz7799Vfpt9/s53Pn2ptkz75t29beihY1mx0AAAD/7beDv2nitony8/ZTyzItVS5nOdORkAaYYQsAAJCB5MwptW8vTZ5sr327caNd5NaqJXl52bNv+/WTihWzj336qRQebjo1AAAAbqXNPW3UvGRzxcTH6Nkfn1VcQpzpSEgDFLYAAAAZlJeXVLWqvVzCmjXSmTPSV19JDz1kL52wbp3Uq5dUoIB907Lx46UobkQMAADgMhwOh8Y+MlYh/iHacGKDRqwZYToS0gCFLQAAACTZ69l27SotXiydOGHPrq1ZU0pIkJYskZ5/XipYUHrrLen4cdNpAQAAIEn5g/NrVNNRkqT3lr2nnWd2mg2Eu0ZhCwAAgJvkzSv17CmtXSv9+ac0dKhUooR06ZJ9w7KiRaWnn5Y2bTKdFAAAAJ3v7Zy0NEKHOR0UEx9jOhLuAoUtAAAA/lPRotLbb0t790o//ig98IAUFydNmyZVq2Y/X7fOdEoAAICMy+FwaHyL8coemF2nok7pwIUDpiPhLlDYAgAAIEW8vaUWLaRly6TNm6UOHSQfH2nFCvsGZU8/LR07ZjolAABAxpQncx7NazdPO7vtVLmc5UzHwV2gsAUAAECq3XefNHmydOiQ9Oyz9k3Kpk2TSpeWBg6U/vrLdEIAAICMp3bB2soRlMN0DNwlClsAAADcsQIFpAkTpI0bpXr1pKtXpUGDpAoV7Jm4AAAAMGPajml65ddXTMfAHaCwBQAAwF2rUkVavlz6/nupYEF75u2DD0o9ekhRUabTAQAAZCwHLhxQp7mdNG7rOC2/sNx0HKQShS0AAADShMMhPfmktHOn9MIL9rExY6SKFaUlS8xmAwAAyEhKhJbQew+8J0kae3ysDl86bDYQUoXCFgAAAGkqOFgaO1YKC5MKFbJn2zZoYK91e/686XQAAAAZQ796/VQzf01dSbiizvM6Ky4hznQkpBCFLQAAAJyiYUNpxw6pWzd79u2kSVLZsvbNySzLdDoAAADP5uPlo28e+0ZBXkFae3ytBi0bZDoSUojCFgAAAE4THCx9/rm0erV0zz3S2bPS009LTZpI+/ebTgcAAODZimYtqm4Fu0mSPlj5gZYeWmo4EVKCwhYAAABOV6uWtGWL9MEHkr+/vVxChQrSwIHStWum0wEAAHiuutnq6tl7n5UlS+tPrDcdBylAYQsAAIB04ecn9etn35SsSRMpOloaNEgqX15auNB0OgAAAM/1SaNPtLjTYr1V9y3TUZACFLYAAABIVyVKSL/+Ks2cKeXLJx08aBe4nTpxUzIAAABnyOSXSQ8VfSjpucUNBVwahS0AAADSncMhPfWUtGeP1LOn/XzyZPumZDNmcFMyAAAAZzl86bDqf1Nfm05uMh0F/4LCFgAAAMYEB0uffiqtWXP9pmRt20rPPCMlJJhOBwAA4HkGLhuoFUdWqO2stoq4FmE6Dm6BwhYAAADG1axp35Rs4EDJx0f69ltpwADTqQAAADzPyCYjVSikkA5ePKiuP3VleQQXRGELAAAAl+DnZ5e0X31lP3//fWnKFLOZAAAAPE22wGya+eRM+Xr5atbuWfp84+emI+EfKGwBAADgUp55Rnrr7xsYd+kirVtnNA4AAIDHqVGghj5u9LEkqfdvvbXuOB+4XAmFLQAAAFzOBx9ILVtKMTFSq1bSyZOmEwEAAHiWnjV66omyTyg2IVZPznxSp6NOm46Ev1HYAgAAwOV4ednr2N5zjxQeLj3+uF3eAgAAIG04HA5NfGyiyuQoo1yZcik6Ptp0JPyNwhYAAAAuKUsW6ccfpWzZpA0buAkZAABAWsvin0W/dfhNq59brUIhhUzHwd8obAEAAOCyiheXxo+394cPl1asMJsHAADA0xQKKaRA38Ck56eiThlMA4nCFgAAAC6uVSvpuecky7JvQpaQYDoRAACA50mwEjRo2SAV/6y4toZvNR0nQ6OwBQAAgMsbNUrKmlU6cEBauNB0GgAAAM9jWZbWn1ivK7FX9MTMJ3Th6gXTkTIsClsAAAC4vCxZpM6d7f3//c9sFgAAAE/k7eWtKa2mqFi2Yjp06ZDaz26v+IR407EyJApbAAAAuIX27e3HlSvN5gAAAPBUoYGhmtN6jgJ9AvXbwd/07tJ3TUfKkChsAQAA4Bbi/57gERJiNgcAAIAnuzfPvRrfwr7r67BVwzRr9yzDiTIeClsAAAC4hfBw+zFnTrM5AAAAPF37Cu3Vu2ZvSdIzPzyj8MvhhhNlLD6mAwAAAAApMevvyR2VK5vNAQAAkBEMbzRce8/v1RNln1DeLHlNx8lQKGwBAADg8s6cuV7YvvCC2SwAAAAZgY+Xj35u97McDofpKBkOSyIAAADA5f3vf1JsrFS9unTffabTAAAAZAw3lrVn/zqr91e8L8uyDCbKGJhhCwAAAJcWFSV9+qm937u32SwAAAAZUUx8jOpNrKd95/cpJj5Ggx8cbDqSR2OGLQAAAFza559LFy5IJUpITz5pOg0AAEDG4+ftpzfqvCFJGrJiiCZtm2Q2kIejsAUAAIDL2rFDGjDA3u/fX/L2NpsHAAAgo3qu8nPqV7efJOn5n57Xoj8XGU7kuShsAQAA4JKuXZPat5eio6XmzaXOnU0nAgAAyNiGPDRE7Su0V1xCnFrNaKXtp7ebjuSRKGwBAADgcuLj7YJ2504pVy5pwgSJGxQDAACY5eXw0oQWE/RA4Qd0Oeaymk9rrhORJ0zH8jgUtgAAAHApliX17CnNnCn5+krffWeXtgAAADDP38dfc9vMVZkcZRToE6hrcddMR/I4PqYDAAAAAImuXJHefFP64gt7Ru2UKdJDD5lOBQAAgBtlC8ymBU8vUGa/zMoelN10HI/DDFsAAAC4hCVLpIoVpTFj7OdjxkitW5vNBAAAgFsrnLVwsrL291O/y7Isg4k8B4UtAAAAjDpxQurUSWrQQDp4UCpQQJo3T+rWzXQyAAAApMRXm7/SfePu0wcrPzAdxSNQ2AIAAMCIv/6SBg2SSpWSJk+2j3XvLu3aJT36qNlsAAAASLmY+BglWAl6d+m7mvz7ZNNx3B6FLQAAANJVXJz09ddS6dLSwIH2urV16kjr19vLIAQHm04IAACA1Ohevbv61u4rSXpu3nNa/Odiw4ncG4UtAAAA0oVlST/+aK9T27WrvRRC4cLSjBnSypVS9eqmEwIAAOBOfdjwQ7W5p43iEuLUamYr7Ti9w3Qkt0VhCwAAAKeyLOmXX6SaNaWWLaU9e6TQUOmTT6S9e+0bizkcplM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",
      "text/plain": [
       "<Figure size 1400x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "def plot_combined_profiles(time_index, df_combined_all,data_dir):\n",
    "    # Extract the time and profiles\n",
    "    time = df_combined_all['Time'][time_index]\n",
    "    \n",
    "    # Relative Humidity Profiles\n",
    "    radiometer_altitude_rh = df_combined_all['Radiometer_Altitude'][time_index]\n",
    "    radiometer_rh_profile = df_combined_all['Radiometer_RH_Profile'][time_index]\n",
    "    mast_heights_rh = df_combined_all['Mast_Heights_RH'][time_index]\n",
    "    mast_rh_profile = df_combined_all['Mast_RH_Profile'][time_index]\n",
    "    \n",
    "    # Temperature Profiles\n",
    "    radiometer_temp_profile = df_combined_all['Temperature_Profile'][time_index]\n",
    "    mast_heights_temp = df_combined_all['Mast_Heights_Temp'][time_index]\n",
    "    mast_temp_profile = df_combined_all['Mast_Temperature_Profile'][time_index]\n",
    "\n",
    "    # Create figure and subplots\n",
    "    fig, (ax1, ax2) = plt.subplots(nrows=1, ncols=2, figsize=(14, 8), sharey=True)\n",
    "    \n",
    "    # Plot RH profiles in the first subplot\n",
    "    ax1.plot(radiometer_rh_profile, radiometer_altitude_rh, 'b-', label='Radiometer RH Profile')\n",
    "    ax1.plot(mast_rh_profile, mast_heights_rh, 'ro-', label='Mast RH Profile')\n",
    "    ax1.set_xlabel('Relative Humidity (%)')\n",
    "    ax1.set_ylabel('Altitude (m)')\n",
    "    ax1.set_title(f'RH Profiles at {time}')\n",
    "    ax1.legend()\n",
    "    ax1.grid(True)\n",
    "    \n",
    "    # Plot temperature profiles in the second subplot\n",
    "    ax2.plot(radiometer_temp_profile, radiometer_altitude_rh, 'g--', label='Radiometer Temperature Profile')\n",
    "    ax2.plot(mast_temp_profile, mast_heights_temp, 'mo-', label='Mast Temperature Profile')\n",
    "    ax2.set_xlabel('Temperature (K)')\n",
    "    ax2.set_title(f'Temperature Profiles at {time}')\n",
    "    ax2.legend()\n",
    "    ax2.grid(True)\n",
    "    \n",
    "    plt.tight_layout()\n",
    "    \n",
    "    # Create save path\n",
    "    save_path = os.path.join(data_dir, f'example_vertical_combined_profiles_plot.png')\n",
    "    \n",
    "    # Save plot to a file\n",
    "    plt.savefig(save_path)\n",
    "    plt.show()\n",
    "\n",
    "# Example: Plot the combined profiles for the first timestamp\n",
    "plot_combined_profiles(19, df_combined_all, data_dir)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "id": "1f41d424",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                   Time                                Radiometer_Altitude  \\\n",
      "0   2024-05-23 00:00:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "1   2024-05-23 00:10:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "2   2024-05-23 00:20:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "3   2024-05-23 00:30:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "4   2024-05-23 00:40:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "..                  ...                                                ...   \n",
      "139 2024-05-23 23:10:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "140 2024-05-23 23:20:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "141 2024-05-23 23:30:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "142 2024-05-23 23:40:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "143 2024-05-23 23:50:00  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "\n",
      "                                 Radiometer_RH_Profile  \\\n",
      "0    [90.895004, 89.643234, 87.794975, 85.042496, 8...   \n",
      "1    [90.49804, 89.22797, 87.35171, 84.564316, 82.2...   \n",
      "2    [91.064865, 89.83149, 88.00964, 85.29527, 83.0...   \n",
      "3    [91.65067, 90.43919, 88.648056, 85.96948, 83.7...   \n",
      "4    [91.66637, 90.45735, 88.671135, 86.00004, 83.7...   \n",
      "..                                                 ...   \n",
      "139  [82.61567, 80.968376, 78.55056, 75.15101, 72.4...   \n",
      "140  [83.65696, 82.057594, 79.70049, 76.36244, 73.7...   \n",
      "141  [84.07904, 82.49886, 80.17494, 76.87329, 74.25...   \n",
      "142  [83.03201, 81.40189, 79.01099, 75.63904, 72.97...   \n",
      "143  [83.15273, 81.52715, 79.14209, 75.77572, 73.11...   \n",
      "\n",
      "                                 Radiometer_AH_Profile  \\\n",
      "0    [9.363875, 9.280439, 9.1644, 8.997712, 8.84895...   \n",
      "1    [9.328235, 9.244775, 9.128647, 8.961983, 8.813...   \n",
      "2    [9.354899, 9.272677, 9.158539, 8.995097, 8.849...   \n",
      "3    [9.350266, 9.27063, 9.159998, 8.999387, 8.8549...   \n",
      "4    [9.35237, 9.272505, 9.161583, 9.001127, 8.8571...   \n",
      "..                                                 ...   \n",
      "139  [8.543942, 8.466926, 8.355784, 8.187231, 8.034...   \n",
      "140  [8.733401, 8.653481, 8.538977, 8.367937, 8.214...   \n",
      "141  [8.626388, 8.548842, 8.437028, 8.269021, 8.117...   \n",
      "142  [8.537583, 8.460166, 8.348531, 8.179989, 8.027...   \n",
      "143  [8.580226, 8.50144, 8.388017, 8.217823, 8.0641...   \n",
      "\n",
      "               Mast_Heights_RH  \\\n",
      "0    [2, 2.99, 4.47, 6.69, 10]   \n",
      "1    [2, 2.99, 4.47, 6.69, 10]   \n",
      "2    [2, 2.99, 4.47, 6.69, 10]   \n",
      "3    [2, 2.99, 4.47, 6.69, 10]   \n",
      "4    [2, 2.99, 4.47, 6.69, 10]   \n",
      "..                         ...   \n",
      "139  [2, 2.99, 4.47, 6.69, 10]   \n",
      "140  [2, 2.99, 4.47, 6.69, 10]   \n",
      "141  [2, 2.99, 4.47, 6.69, 10]   \n",
      "142  [2, 2.99, 4.47, 6.69, 10]   \n",
      "143  [2, 2.99, 4.47, 6.69, 10]   \n",
      "\n",
      "                                       Mast_RH_Profile  \\\n",
      "0    [89.58888888888889, 88.57777777777778, 88.6888...   \n",
      "1                   [89.1, 88.12, 88.25, 88.67, 87.38]   \n",
      "2                  [89.46, 88.51, 88.63, 88.95, 87.78]   \n",
      "3    [90.07000000000001, 89.21000000000001, 89.41, ...   \n",
      "4       [90.76, 89.91999999999999, 90.13, 90.35, 89.3]   \n",
      "..                                                 ...   \n",
      "139    [90.06, 88.38000000000001, 88.03, 87.78, 86.07]   \n",
      "140    [90.06, 88.38000000000001, 88.03, 87.78, 86.07]   \n",
      "141    [90.06, 88.38000000000001, 88.03, 87.78, 86.07]   \n",
      "142    [90.06, 88.38000000000001, 88.03, 87.78, 86.07]   \n",
      "143    [90.06, 88.38000000000001, 88.03, 87.78, 86.07]   \n",
      "\n",
      "                                       Mast_qv_Profile  \\\n",
      "0    [8.750321354573696, 8.69257454181237, 8.685877...   \n",
      "1    [8.729470277981221, 8.671363133221599, 8.66892...   \n",
      "2    [8.792539131841565, 8.732787945951669, 8.72188...   \n",
      "3    [8.897903037216, 8.83666357901227, 8.826588738...   \n",
      "4    [8.953596617869385, 8.894614795579239, 8.88472...   \n",
      "..                                                 ...   \n",
      "139  [8.10917214099695, 8.031952910362616, 8.007365...   \n",
      "140  [8.10917214099695, 8.031952910362616, 8.007365...   \n",
      "141  [8.10917214099695, 8.031952910362616, 8.007365...   \n",
      "142  [8.10917214099695, 8.031952910362616, 8.007365...   \n",
      "143  [8.10917214099695, 8.031952910362616, 8.007365...   \n",
      "\n",
      "                                              Altitude  \\\n",
      "0    [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "1    [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "2    [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "3    [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "4    [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "..                                                 ...   \n",
      "139  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "140  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "141  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "142  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "143  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "\n",
      "                                   Surface Temperature  \\\n",
      "0    [287.3599853515625, 287.3599853515625, 287.359...   \n",
      "1    [287.37427193777904, 287.37427193777904, 287.3...   \n",
      "2    [287.4999938964844, 287.4999938964844, 287.499...   \n",
      "3    [287.5885707310268, 287.5885707310268, 287.588...   \n",
      "4    [287.61000061035156, 287.61000061035156, 287.6...   \n",
      "..                                                 ...   \n",
      "139  [286.3314296177455, 286.3314296177455, 286.331...   \n",
      "140  [286.0699981689453, 286.0699981689453, 286.069...   \n",
      "141  [285.90284511021207, 285.90284511021207, 285.9...   \n",
      "142  [285.59749603271484, 285.59749603271484, 285.5...   \n",
      "143  [285.4044358995226, 285.4044358995226, 285.404...   \n",
      "\n",
      "                                      Surface Pressure  ...  \\\n",
      "0    [1010.8400024414062, 1010.8400024414062, 1010....  ...   \n",
      "1    [1010.8714425223214, 1010.8714425223214, 1010....  ...   \n",
      "2    [1010.7999877929688, 1010.7999877929688, 1010....  ...   \n",
      "3    [1010.7999877929688, 1010.7999877929688, 1010....  ...   \n",
      "4    [1010.8625106811523, 1010.8625106811523, 1010....  ...   \n",
      "..                                                 ...  ...   \n",
      "139  [1017.4857177734375, 1017.4857177734375, 1017....  ...   \n",
      "140  [1017.5099975585938, 1017.5099975585938, 1017....  ...   \n",
      "141  [1017.6142665318081, 1017.6142665318081, 1017....  ...   \n",
      "142  [1017.5999755859375, 1017.5999755859375, 1017....  ...   \n",
      "143  [1017.5999755859375, 1017.5999755859375, 1017....  ...   \n",
      "\n",
      "                                                    ev  \\\n",
      "0    [1541.9911376953125, 1490.1236328125, 1417.355...   \n",
      "1    [1537.8258231026787, 1485.8538295200892, 1412....   \n",
      "2    [1551.751806640625, 1504.6303588867188, 1438.2...   \n",
      "3    [1570.1672188895088, 1518.9706508091517, 1447....   \n",
      "4    [1573.7979736328125, 1520.9343872070312, 1446....   \n",
      "..                                                 ...   \n",
      "139  [1303.4434640066963, 1274.6286795479912, 1231....   \n",
      "140  [1244.2076049804687, 1235.0535766601563, 1218....   \n",
      "141  [1203.9679303850446, 1199.3714425223213, 1188....   \n",
      "142  [1154.4813690185547, 1152.0637512207031, 1144....   \n",
      "143  [1181.7793646918403, 1173.4420979817708, 1157....   \n",
      "\n",
      "                                Specific Humidity (qv)  \\\n",
      "0    [9.54293265021967, 9.231152271739859, 8.793702...   \n",
      "1    [9.51670810375199, 9.204265644590482, 8.765894...   \n",
      "2    [9.604073742713629, 9.321897735689632, 8.92446...   \n",
      "3    [9.718724718513405, 9.411248920543724, 8.98025...   \n",
      "4    [9.740724307557352, 9.422898866727252, 8.97833...   \n",
      "..                                                 ...   \n",
      "139  [8.00650288839003, 7.8380380698267516, 7.58539...   \n",
      "140  [7.640769714485032, 7.5934009005046335, 7.5017...   \n",
      "141  [7.3918248426240085, 7.372327973947361, 7.3210...   \n",
      "142  [7.086750971523906, 7.080363824246202, 7.04812...   \n",
      "143  [7.255058088382195, 7.2123183352585265, 7.1298...   \n",
      "\n",
      "                                                 Theta  \\\n",
      "0    [288.1058349609375, 287.88944542000746, 287.58...   \n",
      "1    [288.1058349609375, 287.88944542000746, 287.58...   \n",
      "2    [288.14886474609375, 287.9795718094345, 287.74...   \n",
      "3    [288.2323739188058, 288.0220278983916, 287.728...   \n",
      "4    [288.2657775878906, 288.03901033397455, 287.72...   \n",
      "..                                                 ...   \n",
      "139  [286.9585266113281, 287.0220917572032, 287.105...   \n",
      "140  [286.0534973144531, 286.33334694901896, 286.71...   \n",
      "141  [285.4680480957031, 285.79746686159586, 286.24...   \n",
      "142  [285.0289611816406, 285.39555679602853, 285.89...   \n",
      "143  [285.3614501953125, 285.6516166513133, 286.048...   \n",
      "\n",
      "                                               Theta_v  \\\n",
      "0    [289.7768769379496, 289.5047149874413, 289.123...   \n",
      "1    [289.7722848152153, 289.5000104647264, 289.118...   \n",
      "2    [289.8308641815098, 289.6112222905754, 289.305...   \n",
      "3    [289.93494749238414, 289.66956797665534, 289.2...   \n",
      "4    [289.97240133808475, 289.68868933831703, 289.2...   \n",
      "..                                                 ...   \n",
      "139  [288.3549446336293, 288.3894196918227, 288.429...   \n",
      "140  [287.38192469781444, 287.6547823573404, 288.02...   \n",
      "141  [286.750641554094, 287.078084224528, 287.52168...   \n",
      "142  [286.2566536984314, 286.62365737002597, 287.12...   \n",
      "143  [286.6197659789385, 286.903741776591, 287.2879...   \n",
      "\n",
      "                                   Theta_v_Alternative  \\\n",
      "0    [289.7768769379496, 289.50467814440447, 289.12...   \n",
      "1    [289.7722848152153, 289.4999736222883, 289.118...   \n",
      "2    [289.8308641815098, 289.6111934719615, 289.305...   \n",
      "3    [289.93494749238414, 289.6695321755177, 289.29...   \n",
      "4    [289.97240133808475, 289.6886507446421, 289.29...   \n",
      "..                                                 ...   \n",
      "139  [288.3549446336293, 288.38943056614505, 288.42...   \n",
      "140  [287.38192469781444, 287.65483033059013, 288.0...   \n",
      "141  [286.750641554094, 287.0781408132345, 287.5220...   \n",
      "142  [286.2566536984314, 286.6237204158249, 287.123...   \n",
      "143  [286.6197659789385, 286.9037916270501, 287.288...   \n",
      "\n",
      "                                  Temperature_Altitude  \\\n",
      "0    [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "1    [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "2    [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "3    [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "4    [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "..                                                 ...   \n",
      "139  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "140  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "141  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "142  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "143  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "\n",
      "                                   Temperature_Profile  \\\n",
      "0    [285.9939, 286.0057, 286.01642, 285.99344, 285...   \n",
      "1    [285.91568, 285.93, 285.94406, 285.9257, 285.8...   \n",
      "2    [285.55475, 285.5777, 285.60272, 285.5997, 285...   \n",
      "3    [285.7219, 285.74203, 285.76346, 285.75513, 28...   \n",
      "4    [285.57758, 285.6032, 285.6317, 285.63342, 285...   \n",
      "..                                                 ...   \n",
      "139  [285.80655, 285.8562, 285.91922, 285.9705, 285...   \n",
      "140  [285.95947, 285.99643, 286.04245, 286.0702, 28...   \n",
      "141  [285.51627, 285.57162, 285.64252, 285.70374, 2...   \n",
      "142  [285.79932, 285.84125, 285.89383, 285.93042, 2...   \n",
      "143  [285.8014, 285.84055, 285.88937, 285.92108, 28...   \n",
      "\n",
      "             Mast_Heights_Temp  \\\n",
      "0    [2, 2.99, 4.47, 6.69, 10]   \n",
      "1    [2, 2.99, 4.47, 6.69, 10]   \n",
      "2    [2, 2.99, 4.47, 6.69, 10]   \n",
      "3    [2, 2.99, 4.47, 6.69, 10]   \n",
      "4    [2, 2.99, 4.47, 6.69, 10]   \n",
      "..                         ...   \n",
      "139  [2, 2.99, 4.47, 6.69, 10]   \n",
      "140  [2, 2.99, 4.47, 6.69, 10]   \n",
      "141  [2, 2.99, 4.47, 6.69, 10]   \n",
      "142  [2, 2.99, 4.47, 6.69, 10]   \n",
      "143  [2, 2.99, 4.47, 6.69, 10]   \n",
      "\n",
      "                              Mast_Temperature_Profile  \\\n",
      "0    [286.9733333333333, 287.0466666666667, 287.015...   \n",
      "1        [287.021, 287.089, 287.062, 287.153, 287.176]   \n",
      "2    [287.069, 287.129, 287.089, 287.18499999999995...   \n",
      "3        [287.147, 287.189, 287.137, 287.226, 287.237]   \n",
      "4    [287.125, 287.167, 287.114, 287.202, 287.20899...   \n",
      "..                                                 ...   \n",
      "139  [285.824, 285.966, 285.98, 286.15099999999995,...   \n",
      "140  [285.824, 285.966, 285.98, 286.15099999999995,...   \n",
      "141  [285.824, 285.966, 285.98, 286.15099999999995,...   \n",
      "142  [285.824, 285.966, 285.98, 286.15099999999995,...   \n",
      "143  [285.824, 285.966, 285.98, 286.15099999999995,...   \n",
      "\n",
      "                                     Mast_VDSE_Profile  \n",
      "0    [288.51908209940325, 288.59239424136325, 288.5...  \n",
      "1    [288.5633649618533, 288.631250236513, 288.6181...  \n",
      "2    [288.62262504392584, 288.6821815013341, 288.65...  \n",
      "3    [288.7194291544869, 288.7606304529654, 288.721...  \n",
      "4    [288.707029573199, 288.74862707480145, 288.708...  \n",
      "..                                                 ...  \n",
      "139  [287.2522552835226, 287.39119753785906, 287.41...  \n",
      "140  [287.2522552835226, 287.39119753785906, 287.41...  \n",
      "141  [287.2522552835226, 287.39119753785906, 287.41...  \n",
      "142  [287.2522552835226, 287.39119753785906, 287.41...  \n",
      "143  [287.2522552835226, 287.39119753785906, 287.41...  \n",
      "\n",
      "[144 rows x 24 columns]\n"
     ]
    }
   ],
   "source": [
    "print(df_combined_all) "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6152372e",
   "metadata": {},
   "source": [
    "### Cloud Type"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "id": "11e7205f",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                   Time    Cloud_Type  LWP_Corrected  CSI\n",
      "0   2024-05-23 00:00:00  Unclassified       9.162276  NaN\n",
      "1   2024-05-23 00:10:00  Unclassified       9.660646  NaN\n",
      "2   2024-05-23 00:20:00  Unclassified      14.854464  NaN\n",
      "3   2024-05-23 00:30:00  Unclassified      11.299684  NaN\n",
      "4   2024-05-23 00:40:00  Unclassified      13.888879  NaN\n",
      "..                  ...           ...            ...  ...\n",
      "139 2024-05-23 23:10:00  Unclassified       5.929542  NaN\n",
      "140 2024-05-23 23:20:00  Unclassified       6.359505  NaN\n",
      "141 2024-05-23 23:30:00  Unclassified       5.589807  NaN\n",
      "142 2024-05-23 23:40:00  Unclassified       4.642724  NaN\n",
      "143 2024-05-23 23:50:00  Unclassified       4.442232  NaN\n",
      "\n",
      "[144 rows x 4 columns]\n",
      "File saved to C:\\Users\\magda\\Master_Thesis\\Sonic\\2024-05\\2024-05-23\\cloud_classification_3.xlsx\n"
     ]
    }
   ],
   "source": [
    "def classify_cloud_type(row):\n",
    "    rh_profile = np.array(row['Radiometer_RH_Profile'])\n",
    "    altitude_profile = np.array(row['Radiometer_Altitude'])\n",
    "    lwp = row['LWP_Corrected']#_Corrected\n",
    "    flag = row['Flag']\n",
    "    flag_rain = row['Flag_Rain']\n",
    "    csi = row['CSI']\n",
    "\n",
    "    # Find RH just above 2 km (e.g., within 2–2.5 km)\n",
    "    \n",
    "    above_2km = (\n",
    "    (altitude_profile > 1500)\n",
    "    & (altitude_profile <= 2500))\n",
    "   # & (lwp < 20))\n",
    "    rh_near_above_2km = rh_profile[above_2km]\n",
    "\n",
    "    if flag != 0 or flag_rain != 0:\n",
    "        return 'Flagged Observation'\n",
    "\n",
    "    boundary_layer_altitude = 2000  # meters\n",
    "    boundary_layer_indices = np.where(altitude_profile <= boundary_layer_altitude)\n",
    "    rh_boundary_layer = rh_profile[boundary_layer_indices]\n",
    "    mean_rh_boundary_layer = np.mean(rh_boundary_layer)\n",
    "    rh_above_boundary_layer = rh_profile[altitude_profile > boundary_layer_altitude]\n",
    "\n",
    "    if pd.notna(csi) and csi >= 0.7 and mean_rh_boundary_layer < 50 and lwp < 20:\n",
    "        return 'Clear Sky'\n",
    "    #elif mean_rh_boundary_layer > 80 and 50 <= lwp <= 300 and np.any(rh_above_boundary_layer < 60):\n",
    "    # 3) Stratocumulus: require CSI < 0.3 AND high BL humidity AND moderate LWP AND capping inversion\n",
    "    elif (pd.notna(csi) and csi < 0.5 and mean_rh_boundary_layer > 80 and 50 <= lwp <= 300 and np.mean(rh_above_boundary_layer) < 60):\n",
    "        return 'Stratocumulus'\n",
    "\n",
    "    #elif (mean_rh_boundary_layer > 80 and 50 <= lwp <= 300 and np.mean(rh_near_above_2km) < 60):\n",
    "     #   return 'Stratocumulus'\n",
    "        #pd.notna(csi) and 0.3 <= csi < 0.7 and\n",
    "    elif (60 <= mean_rh_boundary_layer <= 80 and 20 <= lwp < 50\n",
    "    #elif (60 <= rh_profile[altitude_profile <= 2000].mean() <= 80\n",
    "      #    and 20 <= lwp < 50\n",
    "          and np.all(np.diff(rh_above_boundary_layer) <= 0)):\n",
    "        return 'Shallow Cumulus'\n",
    "    return 'Unclassified'\n",
    "\n",
    "\n",
    "# Now apply this function to classify each time step\n",
    "\n",
    "# Assuming 'df_combined_all' contains the profile data and 'merged_data_10min' contains LWP and SWR data\n",
    "# Merge both dataframes on 'Time'\n",
    "df_combined_all['Time'] = pd.to_datetime(df_combined_all['Time'])\n",
    "# Rename the 'TIMESTAMP' column to 'Time' in the merged_data_10min dataframe\n",
    "merged_data_10min.rename(columns={'TIMESTAMP': 'Time'}, inplace=True)\n",
    "\n",
    "merged_data_10min['Time'] = pd.to_datetime(merged_data_10min['Time'])\n",
    "\n",
    "# Merge on 'Time'\n",
    "#df_merged = pd.merge(df_combined_all, merged_data_10min[['Time', 'LWP_Corrected']], on='Time')\n",
    "df_merged = pd.merge(\n",
    "    df_combined_all,\n",
    "    merged_data_10min[['Time', 'LWP_Corrected', 'Flag', 'Flag_Rain','CSI']],#_Corrected\n",
    "    on='Time'\n",
    ")\n",
    "\n",
    "# Apply the classification\n",
    "df_merged['Cloud_Type'] = df_merged.apply(classify_cloud_type, axis=1)\n",
    "\n",
    "# Output the classified data\n",
    "print(df_merged[['Time', 'Cloud_Type', 'LWP_Corrected','CSI']])#_Corrected\n",
    "\n",
    "# Define the full path to save the Excel file\n",
    "output_path = f'{data_dir}\\\\cloud_classification_3.xlsx'\n",
    "\n",
    "# Save the DataFrame to the Excel file\n",
    "df_merged.to_excel(output_path, index=False)\n",
    "\n",
    "# Confirmation message\n",
    "print(f\"File saved to {output_path}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "id": "b49d7972",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "\n",
    "def plot_all_cloud_profiles(df):\n",
    "      # Create a base folder for all plots\n",
    "    plots_dir = os.path.join(data_dir, \"cloud_profiles_3\")\n",
    "    os.makedirs(plots_dir, exist_ok=True)\n",
    "\n",
    "    # Filter out flagged and unclassified observations\n",
    "    valid_df = df[~df['Cloud_Type'].isin(['Unclassified', 'Flagged Observation', 'Excluded (Flagged)'])]\n",
    "\n",
    "    # Get unique valid cloud types\n",
    "    cloud_types = valid_df['Cloud_Type'].unique()\n",
    "\n",
    "    for cloud_type in cloud_types:\n",
    "        # Create a subfolder for each cloud type\n",
    "        folder_path = os.path.join(plots_dir, cloud_type.replace(\" \", \"_\"))\n",
    "        os.makedirs(folder_path, exist_ok=True)\n",
    "\n",
    "        # Filter data for this cloud type\n",
    "        cloud_df = valid_df[valid_df['Cloud_Type'] == cloud_type]\n",
    "\n",
    "        for idx, row in cloud_df.iterrows():\n",
    "            # Common metadata\n",
    "            timestamp = pd.to_datetime(row['Time'])\n",
    "            timestamp_str = timestamp.strftime('%Y%m%d_%H%M')\n",
    "            lwp = row['LWP']#_Corrected\n",
    "\n",
    "            # === RH PROFILE PLOT ===\n",
    "            rh_profile = np.array(row['Radiometer_RH_Profile'])\n",
    "            altitude_profile = np.array(row['Radiometer_Altitude'])\n",
    "            mast_rh_profile = np.array(row['Mast_RH_Profile'])\n",
    "            mast_heights_rh = np.array(row['Mast_Heights_RH'])\n",
    "\n",
    "            fig_rh, ax_rh = plt.subplots(figsize=(5, 6))\n",
    "            ax_rh.scatter(rh_profile, altitude_profile, label='Radiometer RH Profile', color='b', marker='o')\n",
    "            ax_rh.scatter(mast_rh_profile, mast_heights_rh, label='Mast RH Profile', color='g', marker='x')\n",
    "            ax_rh.axhline(y=2000, color='r', linestyle='--', label='2 km Boundary Layer')\n",
    "            ax_rh.set_xlabel('Relative Humidity (%)')\n",
    "            ax_rh.set_ylabel('Altitude (meters)')\n",
    "            ax_rh.set_title(f'{cloud_type} - RH Profile\\nTime: {timestamp}')\n",
    "            ax_rh.legend()\n",
    "            ax_rh.annotate(f'LWP: {lwp:.2f} g/m²', xy=(0.05, 0.95), xycoords='axes fraction',\n",
    "                           fontsize=10, bbox=dict(boxstyle='round', fc='white', edgecolor='black'))\n",
    "\n",
    "            plt.tight_layout()\n",
    "            rh_filename = f'{cloud_type.replace(\" \", \"_\")}_{timestamp_str}_RH.png'\n",
    "            plt.savefig(os.path.join(folder_path, rh_filename))\n",
    "            plt.close(fig_rh)\n",
    "\n",
    "            # === TEMPERATURE PROFILE PLOT ===\n",
    "            temp_profile = np.array(row['Temperature_Profile'])\n",
    "            mast_temp_profile = np.array(row['Mast_Temperature_Profile'])\n",
    "            mast_heights_temp = np.array(row['Mast_Heights_Temp'])\n",
    "\n",
    "            fig_temp, ax_temp = plt.subplots(figsize=(5, 6))\n",
    "            ax_temp.scatter(temp_profile, altitude_profile, label='Radiometer Temp Profile', color='orange', marker='o')\n",
    "            ax_temp.scatter(mast_temp_profile, mast_heights_temp, label='Mast Temp Profile', color='purple', marker='x')\n",
    "            ax_temp.axhline(y=2000, color='r', linestyle='--', label='2 km Boundary Layer')\n",
    "            ax_temp.set_xlabel('Temperature (K)')\n",
    "            ax_temp.set_ylabel('Altitude (meters)')\n",
    "            ax_temp.set_title(f'{cloud_type} - Temperature Profile\\nTime: {timestamp}')\n",
    "            ax_temp.legend()\n",
    "            ax_temp.annotate(f'LWP: {lwp:.2f} g/m²', xy=(0.05, 0.95), xycoords='axes fraction',\n",
    "                             fontsize=10, bbox=dict(boxstyle='round', fc='white', edgecolor='black'))\n",
    "\n",
    "            plt.tight_layout()\n",
    "            temp_filename = f'{cloud_type.replace(\" \", \"_\")}_{timestamp_str}_Temp.png'\n",
    "            plt.savefig(os.path.join(folder_path, temp_filename))\n",
    "            plt.close(fig_temp)\n",
    "\n",
    "            \n",
    "    # ✅ Moved this line inside the function so it has access to `plots_dir`\n",
    "    print(f\"\\n✅ Cloud profile plots saved in: {plots_dir}\")\n",
    "\n",
    "#plot_all_cloud_profiles(df_merged)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "39d16934",
   "metadata": {},
   "source": [
    "### VERtical PRofiles"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "id": "078da8af",
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "# Combine df_combined with df_combined_temperature on the 'Time' column\n",
    "merged_data_10min = pd.merge(\n",
    "    merged_data_10min,\n",
    "    df_combined_all,\n",
    "    on='Time',\n",
    "    how=\"left\"\n",
    ")\n",
    "# 8) Drop the duplicate 'timestamp' column (if you only want to keep \"TIMESTAMP\")\n",
    "#merged_data_10min = merged_data_10min.drop(columns=[\"Time\"])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "id": "51a2df4d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 400x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "def plot_temperature_profiles(\n",
    "    time_index: int,\n",
    "    merged_df,\n",
    "    fontsize_labels=14,\n",
    "    fontsize_ticks=12,\n",
    "    fontsize_title=16\n",
    "):\n",
    "    \"\"\"\n",
    "    Plot MWR (blue circles), CR (red triangles with black border), and Mast (red squares)\n",
    "    for a given row index in merged_df. Also adjusts axis styling for report/PowerPoint.\n",
    "\n",
    "    Parameters\n",
    "    ----------\n",
    "    time_index : int\n",
    "        Integer index of the row to plot (0 <= time_index < len(merged_df)).\n",
    "    merged_df : pandas.DataFrame\n",
    "        Your merged_data_10min DataFrame that contains the following array columns:\n",
    "          - 'Radiometer_Altitude'\n",
    "          - 'Temperature_Profile'\n",
    "          - 'temperature_altitudes_CR'\n",
    "          - 'temperature_profile_CR'\n",
    "          - 'Mast_Heights_Temp'\n",
    "          - 'Mast_Temperature_Profile'\n",
    "          - 'TIMESTAMP' (or 'Time')\n",
    "    fontsize_labels : int, optional\n",
    "        Font size for x/y labels. Default is 14.\n",
    "    fontsize_ticks : int, optional\n",
    "        Font size for tick labels. Default is 12.\n",
    "    fontsize_title : int, optional\n",
    "        Font size for the plot title. Default is 16.\n",
    "    \"\"\"\n",
    "\n",
    "    # 1) pull out that single row as a Series\n",
    "    row = merged_df.iloc[time_index]\n",
    "\n",
    "    # 2) extract MWR (“Radiometer”) arrays\n",
    "    radiometer_alt  = row['Radiometer_Altitude']       # e.g. [0,10,25,…]\n",
    "    radiometer_temp = row['Temperature_Profile']       # T_Profile from MWR\n",
    "    radiometer_thetav=row['Theta_v_Alternative']\n",
    "    # 3) extract CR (“Cloud Radar”) arrays\n",
    "    cr_alt   = row['temperature_altitudes_CR']         # e.g. [0,20,40,…]\n",
    "    cr_temp  = row['temperature_profile_CR']           # corresponding T\n",
    "    cr_thetav = row['theta_v_CR']\n",
    "    # 4) extract Mast‐measured temperature arrays\n",
    "    mast_alt  = row['Mast_Heights_Temp']               # e.g. [2,2.99,4.47,…]\n",
    "    mast_temp = row['Mast_Temperature_Profile']        # corresponding T values\n",
    "\n",
    "    # 5) get the timestamp string for the title\n",
    "    timestamp = row['Time']  # or row['Time'], depending on where you want to grab it\n",
    "    \n",
    "    # 6) Start figure\n",
    "    plt.figure(figsize=(4, 6))\n",
    "\n",
    "    # 7) Plot MWR Temperature (red solid, circle marker)\n",
    "    plt.plot(\n",
    "        radiometer_temp,\n",
    "        radiometer_alt,\n",
    "        color='red',\n",
    "        linestyle='-',\n",
    "       # marker='o',\n",
    "        markersize=4,\n",
    "        linewidth=1.5,\n",
    "        label='T(K) MWR'\n",
    "    )\n",
    "\n",
    "    # 8) Plot CR Temperature (orange solid, circle marker)\n",
    "    plt.plot(\n",
    "        cr_temp,\n",
    "        cr_alt,\n",
    "        color='red',\n",
    "        linestyle='--',\n",
    "       # marker='o',\n",
    "        markersize=4,\n",
    "        linewidth=1.5,\n",
    "        label='T(K) CR'\n",
    "    )\n",
    "\n",
    "    # 9) Plot Mast Temperature (green solid, x‐marker)\n",
    "    plt.plot(\n",
    "        mast_temp,\n",
    "        mast_alt,\n",
    "        color='green',\n",
    "        linestyle='-',\n",
    "        marker='x',\n",
    "        markersize=6,\n",
    "        linewidth=1.5,\n",
    "        label='T(K) Mast'\n",
    "    )\n",
    "\n",
    "    # 10) Plot MWR Θv (red dashed, diamond marker)\n",
    "    plt.plot(\n",
    "        radiometer_thetav,\n",
    "        radiometer_alt,\n",
    "        color='orange',\n",
    "        linestyle='-',\n",
    "       # marker='D',\n",
    "        markersize=4,\n",
    "        linewidth=1.2,\n",
    "        label='Θv(K) MWR'\n",
    "    )\n",
    "\n",
    "    # 11) Plot CR Θv (orange dashed, diamond marker)\n",
    "    plt.plot(\n",
    "        cr_thetav,\n",
    "        cr_alt,\n",
    "        color='orange',\n",
    "        linestyle='--',\n",
    "    #    marker='D',\n",
    "        markersize=4,\n",
    "        linewidth=1.2,\n",
    "        label='Θv(K) CR'\n",
    "    )\n",
    "\n",
    "    # 12) Labels and title\n",
    "    plt.xlabel('T, Θv (K)', fontsize=fontsize_labels)\n",
    "    plt.ylabel('Altitude (m)', fontsize=fontsize_labels)\n",
    "    plt.title(f'Profiles at {timestamp}', fontsize=fontsize_title)\n",
    "    plt.ylim(-100,2000)\n",
    "    # 13) Legend\n",
    "    plt.legend(loc='best', fontsize=fontsize_ticks)\n",
    "\n",
    "    # 14) Grid (light dashed)\n",
    "    plt.grid(True, linestyle='--', alpha=0.4)\n",
    "\n",
    "    # 15) Tick label sizes\n",
    "    plt.xticks(fontsize=fontsize_ticks)\n",
    "    plt.yticks(fontsize=fontsize_ticks)\n",
    "\n",
    "    # 16) Thicken axis spines\n",
    "    ax = plt.gca()\n",
    "    for spine in ['left', 'bottom', 'right', 'top']:\n",
    "        ax.spines[spine].set_linewidth(1.2)\n",
    "\n",
    "    # 17) (Optional) invert y‐axis if you want altitude increasing upward\n",
    "    # plt.gca().invert_yaxis()\n",
    "\n",
    "    plt.tight_layout()\n",
    "    plt.show()\n",
    "\n",
    "\n",
    "# ─────────────── Example of how to call it ───────────────\n",
    "# Suppose you want the 10th ten‐minute timestamp in merged_data_10min:\n",
    "# plot_temperature_profiles(9, merged_data_10min)\n",
    "plot_temperature_profiles(38, merged_data_10min)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "id": "3a3e6d27",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 400x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def plot_rh_profiles(\n",
    "    time_index: int,\n",
    "    merged_df,\n",
    "    fontsize_labels=14,\n",
    "    fontsize_ticks=12,\n",
    "    fontsize_title=16\n",
    "):\n",
    "    \"\"\"\n",
    "    For a given integer row index in merged_df, plot relative‐humidity profiles for:\n",
    "      • MWR RH (blue solid line with circle markers)\n",
    "      • CR RH (orange solid line with circle markers)\n",
    "      • Mast RH (green solid line with x‐markers)\n",
    "\n",
    "    merged_df must contain these columns (as array‐like lists):\n",
    "      - 'Radiometer_Altitude'\n",
    "      - 'Radiometer_RH_Profile'\n",
    "      - 'Mast_Heights_RH'\n",
    "      - 'Mast_RH_Profile'\n",
    "      - 'humidity_altitudes_CR'\n",
    "      - 'rel_humidity_profile_CR'\n",
    "      - 'TIMESTAMP' (or 'Time')\n",
    "    \"\"\"\n",
    "\n",
    "    # 1) Extract the row\n",
    "    row = merged_df.iloc[time_index]\n",
    "\n",
    "    # 2) MWR (“Radiometer”) RH arrays\n",
    "    radiometer_alt = row['Radiometer_Altitude']      # e.g. [0, 10, 25, …]\n",
    "    radiometer_rh  = row['Radiometer_RH_Profile']    # e.g. [81.7, 79.9, …]\n",
    "    radiometer_ah  = row['Radiometer_AH_Profile']      # e.g. [7.68, 7.62, …]\n",
    "\n",
    "    # 3) CR (“Cloud Radar”) RH arrays\n",
    "    cr_alt = row['humidity_altitudes_CR']            # e.g. [0, 20, 40, …]\n",
    "    cr_rh  = row['rel_humidity_profile_CR']          # e.g. [75.2, 72.1, …]\n",
    "    cr_ah  = row['abs_humidity_profile_CR']       # e.g. [5.1, 4.8, …]\n",
    "\n",
    "    # 4) Mast RH arrays\n",
    "    mast_alt = row['Mast_Heights_RH']                # e.g. [2, 2.99, 4.47, …]\n",
    "    mast_rh  = row['Mast_RH_Profile']                # e.g. [94.0, 93.5, …]\n",
    "\n",
    "    # 5) Timestamp for title\n",
    "    timestamp = row.get('TIMESTAMP', row.get('Time', ''))\n",
    "\n",
    "   # 6) Start the figure and primary axis (RH)\n",
    "    fig, ax1 = plt.subplots(figsize=(4, 6))\n",
    "\n",
    "    # 7) Plot RH on ax1 (bottom x‐axis)\n",
    "    ax1.plot(\n",
    "        radiometer_rh,\n",
    "        radiometer_alt,\n",
    "        color='blue',\n",
    "        linestyle='-',\n",
    "       # marker='o',\n",
    "        #markersize=4,\n",
    "        linewidth=1.5,\n",
    "        label='RH MWR'\n",
    "    )\n",
    "    ax1.plot(\n",
    "        cr_rh,\n",
    "        cr_alt,\n",
    "        color='black',\n",
    "        linestyle='--',\n",
    "        #marker='o',\n",
    "        #markersize=4,\n",
    "        linewidth=1.5,\n",
    "        label='RH CR'\n",
    "    )\n",
    "    ax1.plot(\n",
    "        mast_rh,\n",
    "        mast_alt,\n",
    "        color='green',\n",
    "        linestyle='-',\n",
    "        marker='x',\n",
    "        markersize=6,\n",
    "        linewidth=1.5,\n",
    "        label='RH Mast'\n",
    "    )\n",
    "\n",
    "    # 8) Configure ax1 (RH axis)\n",
    "    ax1.set_xlabel('RH (%)', fontsize=fontsize_labels)\n",
    "    ax1.set_ylabel('Altitude (m)',          fontsize=fontsize_labels)\n",
    "    ax1.tick_params(axis='x', labelsize=fontsize_ticks)\n",
    "    ax1.tick_params(axis='y', labelsize=fontsize_ticks)\n",
    "    ax1.grid(True, linestyle='--', alpha=0.4)\n",
    "    for spine in ['left', 'bottom', 'right', 'top']:\n",
    "        ax1.spines[spine].set_linewidth(1.2)\n",
    "\n",
    "    # 9) Create secondary x‐axis (AH) sharing the same y‐axis\n",
    "    ax2 = ax1.twiny()\n",
    "    ax2.plot(\n",
    "        radiometer_ah,\n",
    "        radiometer_alt,\n",
    "        color='blue',\n",
    "        linestyle='-',\n",
    "       # marker='s',\n",
    "        #markersize=4,\n",
    "        linewidth=1.2,\n",
    "        label='AH MWR'\n",
    "    )\n",
    "    ax2.plot(\n",
    "        cr_ah,\n",
    "        cr_alt,\n",
    "        color='skyblue',\n",
    "        linestyle='--',\n",
    "        #marker='v',\n",
    "       # markersize=4,\n",
    "        linewidth=1.2,\n",
    "        label='AH CR'\n",
    "    )\n",
    "\n",
    "    # 10) Configure ax2 (AH axis)\n",
    "    ax2.set_xlabel('AH (g/m³)', fontsize=fontsize_labels)\n",
    "    ax2.tick_params(axis='x', labelsize=fontsize_ticks)\n",
    "    for spine in ['left', 'bottom', 'right', 'top']:\n",
    "        ax2.spines[spine].set_linewidth(1.2)\n",
    "    plt.ylim(-100,3000)\n",
    "    # 11) Title\n",
    "    plt.title(f'Profiles at {timestamp}', fontsize=fontsize_title)\n",
    "\n",
    "    # 12) Combine legends from both axes\n",
    "    handles1, labels1 = ax1.get_legend_handles_labels()\n",
    "    handles2, labels2 = ax2.get_legend_handles_labels()\n",
    "    ax1.legend(handles1 + handles2, labels1 + labels2, loc='best', fontsize=fontsize_ticks)\n",
    "\n",
    "    plt.tight_layout()\n",
    "    plt.show()\n",
    "    \n",
    "plot_rh_profiles(68, merged_data_10min)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "id": "dcdbf1ac",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 400x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "def plot_qv_profiles(\n",
    "    time_index: int,\n",
    "    merged_df,\n",
    "    fontsize_labels=14,\n",
    "    fontsize_ticks=12,\n",
    "    fontsize_title=16\n",
    "):\n",
    "    \"\"\"\n",
    "    For a given integer row index in merged_df, plot specific‐humidity (qv) profiles for:\n",
    "      • MWR qv (blue solid line with circle markers)\n",
    "      • CR qv  (orange solid line with circle markers)\n",
    "      • Mast qv (green solid line with x‐markers)\n",
    "\n",
    "    merged_df must contain these columns (as array‐like lists):\n",
    "      - 'Altitude'                      (MWR altitudes)\n",
    "      - 'Specific Humidity (qv)'        (MWR qv profile)\n",
    "      - 'humidity_altitudes_CR'         (CR altitudes)\n",
    "      - 'specific_humidity_CR'          (CR qv profile)\n",
    "      - 'Mast_Heights_Temp'             (mast altitudes—same mast levels)\n",
    "      - 'Mast_qv_Profile'               (mast qv profile)\n",
    "      - 'TIMESTAMP' (or 'Time')\n",
    "    \"\"\"\n",
    "\n",
    "    # 1) Extract the selected row\n",
    "    row = merged_df.iloc[time_index]\n",
    "\n",
    "    # 2) MWR (“Radiometer”) qv arrays\n",
    "    mwr_alt = row['Radiometer_Altitude']                       # e.g. [0, 10, 25, …]\n",
    "    mwr_qv  = row['Specific Humidity (qv)']          # e.g. [7.27, 6.89, …]\n",
    "\n",
    "    # 3) CR (“Cloud Radar”) qv arrays\n",
    "    cr_alt = row['humidity_altitudes_CR']            # e.g. [0, 20, 40, …]\n",
    "    cr_qv  = row['specific_humidity_CR']             # e.g. [6.14, 5.98, …]\n",
    "\n",
    "    # 4) Mast qv arrays\n",
    "    mast_alt = row['Mast_Heights_RH']              # e.g. [2, 2.99, 4.47, …]\n",
    "    mast_qv  = row['Mast_qv_Profile']                # e.g. [7.12, 6.98, …]\n",
    "\n",
    "    # 5) Timestamp for title\n",
    "    timestamp = row.get('TIMESTAMP', row.get('Time', ''))\n",
    "\n",
    "    # 6) Start the figure\n",
    "    plt.figure(figsize=(4, 6))\n",
    "\n",
    "    # 7) Plot MWR qv (blue solid, circle marker)\n",
    "    plt.plot(\n",
    "        mwr_qv,\n",
    "        mwr_alt,\n",
    "        color='purple',\n",
    "        linestyle='-',\n",
    "        #marker='o',\n",
    "        #markersize=4,\n",
    "        linewidth=1.5,\n",
    "        label='qv MWR'\n",
    "    )\n",
    "\n",
    "    # 8) Plot CR qv (orange solid, circle marker)\n",
    "    plt.plot(\n",
    "        cr_qv,\n",
    "        cr_alt,\n",
    "        color='black',\n",
    "        linestyle='--',\n",
    "       # marker='o',\n",
    "        #markersize=4,\n",
    "        linewidth=1.5,\n",
    "        label='qv CR'\n",
    "    )\n",
    "\n",
    "    # 9) Plot Mast qv (green solid, x‐marker)\n",
    "    plt.plot(\n",
    "        mast_qv,\n",
    "        mast_alt,\n",
    "        color='green',\n",
    "        linestyle='-',\n",
    "        marker='x',\n",
    "        markersize=6,\n",
    "        linewidth=1.5,\n",
    "        label='qv Mast'\n",
    "    )\n",
    "\n",
    "    # 10) Labels and title\n",
    "    plt.xlabel('qv (g/kg)', fontsize=fontsize_labels)\n",
    "    plt.ylabel('Altitude (m)',             fontsize=fontsize_labels)\n",
    "    plt.title(f'Profiles at {timestamp}', fontsize=fontsize_title)\n",
    "\n",
    "    # 11) Legend\n",
    "    plt.legend(loc='best', fontsize=fontsize_ticks)\n",
    "\n",
    "    # 12) Grid (light dashed)\n",
    "    plt.grid(True, linestyle='--', alpha=0.4)\n",
    "\n",
    "    # 13) Tick label sizes\n",
    "    plt.xticks(fontsize=fontsize_ticks)\n",
    "    plt.yticks(fontsize=fontsize_ticks)\n",
    "    plt.ylim(-100,3000)\n",
    "    # 14) Thicken axis spines\n",
    "    ax = plt.gca()\n",
    "    for spine in ['left', 'bottom', 'right', 'top']:\n",
    "        ax.spines[spine].set_linewidth(1.2)\n",
    "\n",
    "    # 15) (Optional) invert y‐axis if you want altitude increasing upward\n",
    "    # plt.gca().invert_yaxis()\n",
    "\n",
    "    plt.tight_layout()\n",
    "    plt.show()\n",
    "plot_qv_profiles(48, merged_data_10min)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "id": "6f8ea3b1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "def plot_all_profiles(\n",
    "    time_index: int,\n",
    "    merged_df,\n",
    "    alt_min=-10,\n",
    "    alt_max=2000,\n",
    "    fontsize_labels=20,\n",
    "    fontsize_ticks=18,\n",
    "    fontsize_title=20\n",
    "):\n",
    "    \"\"\"\n",
    "    Plot temperature/θv, RH/AH, and qv profiles side‐by‐side for a given time index.\n",
    "\n",
    "    Parameters\n",
    "    ----------\n",
    "    time_index : int\n",
    "        Integer index of the row in merged_df to plot.\n",
    "    merged_df : pandas.DataFrame\n",
    "        DataFrame containing all merged variables. Must include these columns (array‐like):\n",
    "          - 'Radiometer_Altitude'\n",
    "          - 'Temperature_Profile'\n",
    "          - 'Theta_v_Alternative'\n",
    "          - 'temperature_altitudes_CR'\n",
    "          - 'temperature_profile_CR'\n",
    "          - 'theta_v_CR'\n",
    "          - 'Mast_Heights_Temp'\n",
    "          - 'Mast_Temperature_Profile'\n",
    "          - 'Radiometer_RH_Profile'\n",
    "          - 'Radiometer_AH_Profile'\n",
    "          - 'Mast_Heights_RH'\n",
    "          - 'Mast_RH_Profile'\n",
    "          - 'humidity_altitudes_CR'\n",
    "          - 'rel_humidity_profile_CR'\n",
    "          - 'abs_humidity_profile_CR'\n",
    "          - 'Altitude'                     (MWR altitude for qv)\n",
    "          - 'Specific Humidity (qv)'\n",
    "          - 'specific_humidity_CR'\n",
    "          - 'Mast_qv_Profile'\n",
    "          - 'TIMESTAMP'  or 'Time'\n",
    "    clim_alt_max : float, optional\n",
    "        Maximum altitude (in meters) to display on the y‐axis for all subplots.\n",
    "        Default is 2000 (i.e. 0–2 km).\n",
    "    fontsize_labels : int, optional\n",
    "        Font size for x‐ and y‐axis labels. Default is 14.\n",
    "    fontsize_ticks : int, optional\n",
    "        Font size for tick labels and legend text. Default is 12.\n",
    "    fontsize_title : int, optional\n",
    "        Font size for subplot titles. Default is 16.\n",
    "    \"\"\"\n",
    "\n",
    "    # 1) Extract the single row by index\n",
    "    row = merged_df.iloc[time_index]\n",
    "\n",
    "    # 2) Timestamp string (for all subplot titles)\n",
    "    timestamp = row.get('TIMESTAMP', row.get('Time', 'Unknown Time'))\n",
    "\n",
    "    # ────────────────────────────────────────────────────────────────────────\n",
    "    # 3) Pull out Temperature & Θᵥ profiles\n",
    "    #    - MWR (“Radiometer”)\n",
    "    mwr_alt       = row['Radiometer_Altitude']       # e.g. [0, 10, 25, …]\n",
    "    mwr_temp      = row['Temperature_Profile']       # Temperature from MWR\n",
    "    mwr_thetav    = row['Theta_v_Alternative']       # Θᵥ from MWR\n",
    "\n",
    "    #    - CR (“Cloud Radar”)\n",
    "    cr_alt_T      = row['temperature_altitudes_CR']  # e.g. [0, 20, 40, …]\n",
    "    cr_temp       = row['temperature_profile_CR']    # Temperature from CR\n",
    "    cr_thetav     = row['theta_v_CR']                # Θᵥ from CR\n",
    "\n",
    "    #    - Mast (tower)\n",
    "    mast_alt_T    = row['Mast_Heights_Temp']         # e.g. [2, 2.99, 4.47, …]\n",
    "    mast_temp     = row['Mast_Temperature_Profile']  # Temperature from Mast\n",
    "    mast_vdse     = row['Mast_VDSE_Profile']\n",
    "    # (no Mast Θᵥ, since tower data only provides Temperature & Humidity;\n",
    "    # θᵥ could be computed from T & qv if needed, but here we skip Mast θᵥ)\n",
    "\n",
    "    # ────────────────────────────────────────────────────────────────────────\n",
    "    # 4) Pull out RH & AH profiles\n",
    "    #    - MWR (“Radiometer”)\n",
    "    mwr_alt_RH    = row['Radiometer_Altitude']       # same altitude vector\n",
    "    mwr_rh        = row['Radiometer_RH_Profile']     # RH from MWR\n",
    "    mwr_ah        = row['Radiometer_AH_Profile']     # AH from MWR\n",
    "\n",
    "    #    - CR (“Cloud Radar”)\n",
    "    cr_alt_RH     = row['humidity_altitudes_CR']     # e.g. [0, 20, 40, …]\n",
    "    cr_rh         = row['rel_humidity_profile_CR']   # RH from CR\n",
    "    cr_ah         = row['abs_humidity_profile_CR']   # AH from CR\n",
    "\n",
    "    #    - Mast (tower)\n",
    "    mast_alt_RH   = row['Mast_Heights_RH']           # e.g. [2, 2.99, 4.47, …]\n",
    "    mast_rh       = row['Mast_RH_Profile']           # RH from Mast\n",
    "    # (no Mast AH, but if needed, could compute from Mast qv & T)\n",
    "\n",
    "    # ────────────────────────────────────────────────────────────────────────\n",
    "    # 5) Pull out qᵥ profiles\n",
    "    #    - MWR (“Radiometer”)\n",
    "    mwr_alt_qv    = row['Radiometer_Altitude']                   # MWR altitude vector (from mwr_vertical)\n",
    "    mwr_qv        = row['Specific Humidity (qv)']      # qᵥ (g/kg) from MWR\n",
    "\n",
    "    #    - CR (“Cloud Radar”)\n",
    "    cr_alt_qv     = row['humidity_altitudes_CR']      # same CR altitude vector\n",
    "    cr_qv         = row['specific_humidity_CR']       # qᵥ (g/kg) from CR\n",
    "\n",
    "    #    - Mast (tower)\n",
    "    mast_alt_qv   = row['Mast_Heights_RH']          # same mast altitude for temperature\n",
    "    mast_qv       = row['Mast_qv_Profile']            # qᵥ (g/kg) from Mast\n",
    "\n",
    "    # ────────────────────────────────────────────────────────────────────────\n",
    "    # 6) Open figure with 3 side‐by‐side subplots, sharing the y‐axis\n",
    "    fig, (ax_T, ax_RH, ax_qv) = plt.subplots(\n",
    "        nrows=1,\n",
    "        ncols=3,\n",
    "        figsize=(12, 6),\n",
    "        sharey=True\n",
    "    )\n",
    "\n",
    "    # ────────────────────────────────────────────────────────────────────────\n",
    "    # 7) Panel 1: Temperature & Θᵥ\n",
    "    # ------------------------------------------------\n",
    "   \n",
    " # Plot Temperature (solid lines with circle markers)\n",
    "    ax_T.plot(\n",
    "        mwr_temp,\n",
    "        mwr_alt,\n",
    "        color='red',\n",
    "        linestyle='-',\n",
    "        #marker='o',\n",
    "       # markersize=4,\n",
    "        linewidth=1.5,\n",
    "        label='T (MWR)'\n",
    "    )\n",
    "    ax_T.plot(\n",
    "        cr_temp,\n",
    "        cr_alt_T,\n",
    "        color='red',\n",
    "        linestyle='--',\n",
    "       # marker='o',\n",
    "       # markersize=4,\n",
    "        linewidth=1.5,\n",
    "        label='T (CR)'\n",
    "    )\n",
    "    ax_T.plot(\n",
    "        mast_temp,\n",
    "        mast_alt_T,\n",
    "        color='green',\n",
    "        linestyle='-',\n",
    "        marker='x',\n",
    "        markersize=6,\n",
    "        linewidth=1.5,\n",
    "        label='T (Mast)'\n",
    "    )\n",
    "\n",
    "    # Plot Θᵥ (dashed lines with diamond markers)\n",
    "    ax_T.plot(\n",
    "        mwr_thetav,\n",
    "        mwr_alt,\n",
    "        color='orange',\n",
    "        linestyle='-',\n",
    "        #marker='D',\n",
    "       # markersize=4,\n",
    "        linewidth=1.2,\n",
    "        label='Θᵥ (MWR)'\n",
    "    )\n",
    "    ax_T.plot(\n",
    "        cr_thetav,\n",
    "        cr_alt_T,\n",
    "        color='orange',\n",
    "        linestyle='--',\n",
    "        #marker='D',\n",
    "        #markersize=4,\n",
    "        linewidth=1.2,\n",
    "        label='Θᵥ (CR)'\n",
    "    )\n",
    "    \n",
    "    ax_T.plot(\n",
    "        mast_vdse,\n",
    "        mast_alt_T,\n",
    "        color='black',\n",
    "        linestyle='-',\n",
    "        marker='x',\n",
    "        markersize=6,\n",
    "        linewidth=1.5,\n",
    "        label='Θᵥ (Mast)'\n",
    "    )\n",
    "    # Configure Panel 1\n",
    "    ax_T.set_xlabel('T, Θᵥ (K)', fontsize=fontsize_labels)\n",
    "    ax_T.set_ylabel('Altitude (m)', fontsize=fontsize_labels)\n",
    "    ax_T.tick_params(axis='both', labelsize=fontsize_ticks)\n",
    "    ax_T.grid(True, linestyle='--', alpha=0.4)\n",
    "    ax_T.set_ylim(alt_min, alt_max)\n",
    "    ax_T.set_xlim(275,300)\n",
    "    for spine in ax_T.spines.values():\n",
    "        spine.set_linewidth(1.2)\n",
    "\n",
    "   # ax_T.legend(loc='upper left', fontsize=fontsize_ticks - 2)\n",
    "\n",
    "    # ────────────────────────────────────────────────────────────────────────\n",
    "    # 8) Panel 2: RH (bottom x‐axis) & AH (top x‐axis)\n",
    "    # ------------------------------------------------\n",
    "    # RH on primary axis (ax_RH)\n",
    "    ax_RH.plot(\n",
    "        mwr_rh,\n",
    "        mwr_alt_RH,\n",
    "        color='blue',\n",
    "        linestyle='-',\n",
    "        #marker='o',\n",
    "        #markersize=4,\n",
    "        linewidth=1.5,\n",
    "        label='RH (MWR)'\n",
    "    )\n",
    "    ax_RH.plot(\n",
    "        cr_rh,\n",
    "        cr_alt_RH,\n",
    "        color='black',\n",
    "        linestyle='--',\n",
    "       # marker='o',\n",
    "        #markersize=4,\n",
    "        linewidth=1.5,\n",
    "        label='RH (CR)'\n",
    "    )\n",
    "    ax_RH.plot(\n",
    "        mast_rh,\n",
    "        mast_alt_RH,\n",
    "        color='green',\n",
    "        linestyle='-',\n",
    "        marker='x',\n",
    "        markersize=6,\n",
    "        linewidth=1.5,\n",
    "        label='RH (Mast)'\n",
    "    )\n",
    "\n",
    "    ax_RH.set_xlabel('RH (%)', fontsize=fontsize_labels)\n",
    "    ax_RH.set_title(f'Profiles at {timestamp}', fontsize=fontsize_title)\n",
    "    ax_RH.tick_params(axis='both', labelsize=fontsize_ticks)\n",
    "    ax_RH.grid(True, linestyle='--', alpha=0.4)\n",
    "    ax_RH.set_ylim(alt_min, alt_max)\n",
    "    ax_RH.set_xlim(45, 100)\n",
    "\n",
    "    for spine in ax_RH.spines.values():\n",
    "        spine.set_linewidth(1.2)\n",
    "\n",
    "    # Create twin x‐axis for AH\n",
    "    ax_AH = ax_RH.twiny()\n",
    "    ax_AH.plot(\n",
    "        mwr_ah,\n",
    "        mwr_alt_RH,\n",
    "        color='gray',\n",
    "        linestyle='-',\n",
    "        #marker='s',\n",
    "        #markersize=4,\n",
    "        linewidth=1.2,\n",
    "        label='AH (MWR)'\n",
    "    )\n",
    "    ax_AH.plot(\n",
    "        cr_ah,\n",
    "        cr_alt_RH,\n",
    "        color='skyblue',\n",
    "        linestyle='--',\n",
    "       # marker='v',\n",
    "        #markersize=4,\n",
    "        linewidth=1.2,\n",
    "        label='AH (CR)'\n",
    "    )\n",
    "    ax_AH.set_xlabel('AH (g/m³)', fontsize=fontsize_labels)\n",
    "    ax_AH.tick_params(axis='x', labelsize=fontsize_ticks)\n",
    "    for spine in ax_AH.spines.values():\n",
    "        spine.set_linewidth(1.2)\n",
    "\n",
    "    # Combine legends from both axes\n",
    "    #lines_RH, labels_RH = ax_RH.get_legend_handles_labels()\n",
    "    #lines_AH, labels_AH = ax_AH.get_legend_handles_labels()\n",
    "    # Manually collect handles from both RH and AH axes\n",
    "    handles_RH, labels_RH = ax_RH.get_legend_handles_labels()\n",
    "    handles_AH, labels_AH = ax_AH.get_legend_handles_labels()\n",
    "\n",
    "# Combine both into one\n",
    "    handles_all = handles_RH + handles_AH\n",
    "    labels_all = labels_RH + labels_AH\n",
    "    ax_RH.legend(handles_all, labels_all, loc='upper right', fontsize=fontsize_ticks - 2)\n",
    "\n",
    "   # ax_RH.legend(\n",
    "    #    lines_RH + lines_AH,\n",
    "     #   labels_RH + labels_AH,\n",
    "      #  loc='upper right',\n",
    "       # fontsize=fontsize_ticks - 2\n",
    "    #)\n",
    "\n",
    "  \n",
    "    # ────────────────────────────────────────────────────────────────────────\n",
    "    # 9) Panel 3: Specific Humidity (qᵥ)\n",
    "    # ------------------------------------------------\n",
    "    ax_qv.plot(\n",
    "        mwr_qv,\n",
    "        mwr_alt_qv,\n",
    "        color='purple',\n",
    "        linestyle='-',\n",
    "        #marker='o',\n",
    "        #markersize=4,\n",
    "        linewidth=1.5,\n",
    "        label='qᵥ (MWR)'\n",
    "    )\n",
    "    ax_qv.plot(\n",
    "        cr_qv,\n",
    "        cr_alt_qv,\n",
    "        color='black',\n",
    "        linestyle='--',\n",
    "        #marker='o',\n",
    "        #markersize=4,\n",
    "        linewidth=1.5,\n",
    "        label='qᵥ (CR)'\n",
    "    )\n",
    "    ax_qv.plot(\n",
    "        mast_qv,\n",
    "        mast_alt_qv,\n",
    "        color='green',\n",
    "        linestyle='-',\n",
    "        marker='x',\n",
    "        markersize=6,\n",
    "        linewidth=1.5,\n",
    "        label='qᵥ (Mast)'\n",
    "    )\n",
    "\n",
    "    ax_qv.set_xlabel('qᵥ (g/kg)', fontsize=fontsize_labels)\n",
    "    #ax_qv.set_title(f'Profiles at {timestamp}\\nqᵥ', fontsize=fontsize_title)\n",
    "    ax_qv.tick_params(axis='both', labelsize=fontsize_ticks)\n",
    "    ax_qv.grid(True, linestyle='--', alpha=0.4)\n",
    "    ax_qv.set_ylim(alt_min, alt_max)\n",
    "    ax_qv.set_xlim(2, 10)\n",
    "\n",
    "    #ax_qv.set_xlim(4,11)\n",
    "    for spine in ax_qv.spines.values():\n",
    "        spine.set_linewidth(1.2)\n",
    "\n",
    "    ax_qv.legend(loc='upper right', fontsize=fontsize_ticks - 2)\n",
    "\n",
    "    # ────────────────────────────────────────────────────────────────────────\n",
    "    # 10) Add a single shared y‐axis label (for altitude)\n",
    "    #fig.text(\n",
    "    #    0.06, 0.5,\n",
    "    #    'Altitude (m)',\n",
    "     #   va='center',\n",
    "     #   rotation='vertical',\n",
    "     #   fontsize=fontsize_labels\n",
    "   # )\n",
    "    # 14) Thicken axis spines\n",
    "    ax = plt.gca()\n",
    "    for spine in ['left', 'bottom', 'right', 'top']:\n",
    "        ax.spines[spine].set_linewidth(1.2)\n",
    "        # Add parcel-method CBL height to all three subplots (if available)\n",
    "    zi_parcel = row.get('zi_parcel', None)\n",
    "    lcl_qv=    row.get('LCL_qv_T_2.0m',None)\n",
    "    lcl_romps=row.get('LCL_romps_km',None)\n",
    "    if zi_parcel is not None and not pd.isna(zi_parcel):\n",
    "        for ax in [ax_T, ax_RH, ax_qv]:\n",
    "            ax.axhline(zi_parcel, color='magenta', linestyle='--', linewidth=1.5, label='CBL (Parcel)')\n",
    "    if lcl_qv is not None and not pd.isna(lcl_qv):\n",
    "        for ax in [ax_T, ax_RH, ax_qv]:\n",
    "            ax.axhline(lcl_qv*1000, color='brown', linestyle='--', linewidth=1.5, label='LCL (qv)')\n",
    "    if lcl_romps is not None and not pd.isna(lcl_romps):\n",
    "        for ax in [ax_T, ax_RH, ax_qv]:\n",
    "            ax.axhline(lcl_romps*1000, color='green', linestyle='--', linewidth=1.5, label='LCL (Romps)')\n",
    "                   \n",
    "\n",
    "        # Add legend to each subplot (optional, or just one for cleanliness)\n",
    "        ax_T.legend(loc='upper left', fontsize=fontsize_ticks - 8)\n",
    "        ax_RH.legend(loc='upper right', fontsize=fontsize_ticks -8)\n",
    "        ax_AH.legend(loc='right', fontsize=fontsize_ticks -8)\n",
    "\n",
    "        ax_qv.legend(loc='upper right', fontsize=fontsize_ticks - 8)\n",
    "    plt.tight_layout(rect=[0.1, 0.05, 1, 0.95])\n",
    "    plt.show()\n",
    "plot_all_profiles(38,merged_data_10min)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4b488a89",
   "metadata": {},
   "source": [
    "### Bulk relations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "id": "4a9c6ec2",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saved column list to C:\\Users\\magda\\Master_Thesis\\merged_columns_list.pdf\n"
     ]
    }
   ],
   "source": [
    "# 2) Then write them into a simple one‐page PDF:\n",
    "column_names = merged_data_10min.columns.tolist()\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(8, len(column_names)*0.3))\n",
    "ax.axis('off')\n",
    "\n",
    "for i, col in enumerate(column_names):\n",
    "    ax.text(0.01, 1 - (i+1)*0.03, col, fontsize=12, va='top')\n",
    "\n",
    "pdf_path = r\"C:\\Users\\magda\\Master_Thesis\\merged_columns_list.pdf\"\n",
    "plt.savefig(pdf_path, format='pdf', bbox_inches='tight')\n",
    "plt.close(fig)\n",
    "\n",
    "print(f\"Saved column list to {pdf_path}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "id": "7099ecaf",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                   Time  Rain        IWV        LWP  Min_LWP_MWR      Offset  \\\n",
      "0   2024-05-23 00:00:00   0.0  19.962372  666.86690   652.704651  657.704651   \n",
      "1   2024-05-23 00:10:00   0.0  19.907710  667.36530   652.704651  657.704651   \n",
      "2   2024-05-23 00:20:00   0.0  19.805899  672.55914   652.704651  657.704651   \n",
      "3   2024-05-23 00:30:00   0.0  19.613224  669.00433   652.704651  657.704651   \n",
      "4   2024-05-23 00:40:00   0.0  19.627684  671.59357   652.704651  657.704651   \n",
      "..                  ...   ...        ...        ...          ...         ...   \n",
      "139 2024-05-23 23:10:00   0.0  18.579395  663.63420   652.704651  657.704651   \n",
      "140 2024-05-23 23:20:00   0.0  18.919346  664.06415   652.704651  657.704651   \n",
      "141 2024-05-23 23:30:00   0.0  18.846445  663.29443   652.704651  657.704651   \n",
      "142 2024-05-23 23:40:00   0.0  18.600702  662.34735   652.704651  657.704651   \n",
      "143 2024-05-23 23:50:00   0.0  18.742504  662.14685   652.704651  657.704651   \n",
      "\n",
      "     LWP_Corrected   wT_Flux  wrhoqv_Flux  Average_Temperature  ...  \\\n",
      "0         9.162276 -0.040860     0.003002           288.806083  ...   \n",
      "1         9.660646 -0.033838     0.002316           288.828050  ...   \n",
      "2        14.854464 -0.033618     0.003160           288.899953  ...   \n",
      "3        11.299684 -0.024925     0.002736           288.932185  ...   \n",
      "4        13.888879 -0.028022     0.002733           288.945310  ...   \n",
      "..             ...       ...          ...                  ...  ...   \n",
      "139       5.929542 -0.008595     0.001754           287.531260  ...   \n",
      "140       6.359505 -0.008595     0.001754           287.531260  ...   \n",
      "141       5.589807 -0.008595     0.001754           287.531260  ...   \n",
      "142       4.642724 -0.008595     0.001754           287.531260  ...   \n",
      "143       4.442232 -0.008595     0.001754           287.531260  ...   \n",
      "\n",
      "                                   Theta_v_Alternative  \\\n",
      "0    [289.7768769379496, 289.50467814440447, 289.12...   \n",
      "1    [289.7722848152153, 289.4999736222883, 289.118...   \n",
      "2    [289.8308641815098, 289.6111934719615, 289.305...   \n",
      "3    [289.93494749238414, 289.6695321755177, 289.29...   \n",
      "4    [289.97240133808475, 289.6886507446421, 289.29...   \n",
      "..                                                 ...   \n",
      "139  [288.3549446336293, 288.38943056614505, 288.42...   \n",
      "140  [287.38192469781444, 287.65483033059013, 288.0...   \n",
      "141  [286.750641554094, 287.0781408132345, 287.5220...   \n",
      "142  [286.2566536984314, 286.6237204158249, 287.123...   \n",
      "143  [286.6197659789385, 286.9037916270501, 287.288...   \n",
      "\n",
      "                                  Temperature_Altitude  \\\n",
      "0    [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "1    [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "2    [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "3    [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "4    [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "..                                                 ...   \n",
      "139  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "140  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "141  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "142  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "143  [0, 10, 25, 50, 75, 100, 130, 160, 190, 220, 2...   \n",
      "\n",
      "                                   Temperature_Profile  \\\n",
      "0    [285.9939, 286.0057, 286.01642, 285.99344, 285...   \n",
      "1    [285.91568, 285.93, 285.94406, 285.9257, 285.8...   \n",
      "2    [285.55475, 285.5777, 285.60272, 285.5997, 285...   \n",
      "3    [285.7219, 285.74203, 285.76346, 285.75513, 28...   \n",
      "4    [285.57758, 285.6032, 285.6317, 285.63342, 285...   \n",
      "..                                                 ...   \n",
      "139  [285.80655, 285.8562, 285.91922, 285.9705, 285...   \n",
      "140  [285.95947, 285.99643, 286.04245, 286.0702, 28...   \n",
      "141  [285.51627, 285.57162, 285.64252, 285.70374, 2...   \n",
      "142  [285.79932, 285.84125, 285.89383, 285.93042, 2...   \n",
      "143  [285.8014, 285.84055, 285.88937, 285.92108, 28...   \n",
      "\n",
      "             Mast_Heights_Temp  \\\n",
      "0    [2, 2.99, 4.47, 6.69, 10]   \n",
      "1    [2, 2.99, 4.47, 6.69, 10]   \n",
      "2    [2, 2.99, 4.47, 6.69, 10]   \n",
      "3    [2, 2.99, 4.47, 6.69, 10]   \n",
      "4    [2, 2.99, 4.47, 6.69, 10]   \n",
      "..                         ...   \n",
      "139  [2, 2.99, 4.47, 6.69, 10]   \n",
      "140  [2, 2.99, 4.47, 6.69, 10]   \n",
      "141  [2, 2.99, 4.47, 6.69, 10]   \n",
      "142  [2, 2.99, 4.47, 6.69, 10]   \n",
      "143  [2, 2.99, 4.47, 6.69, 10]   \n",
      "\n",
      "                              Mast_Temperature_Profile  \\\n",
      "0    [286.9733333333333, 287.0466666666667, 287.015...   \n",
      "1        [287.021, 287.089, 287.062, 287.153, 287.176]   \n",
      "2    [287.069, 287.129, 287.089, 287.18499999999995...   \n",
      "3        [287.147, 287.189, 287.137, 287.226, 287.237]   \n",
      "4    [287.125, 287.167, 287.114, 287.202, 287.20899...   \n",
      "..                                                 ...   \n",
      "139  [285.824, 285.966, 285.98, 286.15099999999995,...   \n",
      "140  [285.824, 285.966, 285.98, 286.15099999999995,...   \n",
      "141  [285.824, 285.966, 285.98, 286.15099999999995,...   \n",
      "142  [285.824, 285.966, 285.98, 286.15099999999995,...   \n",
      "143  [285.824, 285.966, 285.98, 286.15099999999995,...   \n",
      "\n",
      "                                     Mast_VDSE_Profile    u_star        Cd  \\\n",
      "0    [288.51908209940325, 288.59239424136325, 288.5...  0.513482  0.006345   \n",
      "1    [288.5633649618533, 288.631250236513, 288.6181...  0.460558  0.005683   \n",
      "2    [288.62262504392584, 288.6821815013341, 288.65...  0.469325  0.005545   \n",
      "3    [288.7194291544869, 288.7606304529654, 288.721...  0.420484  0.005688   \n",
      "4    [288.707029573199, 288.74862707480145, 288.708...  0.430523  0.006700   \n",
      "..                                                 ...       ...       ...   \n",
      "139  [287.2522552835226, 287.39119753785906, 287.41...  0.092679  0.005177   \n",
      "140  [287.2522552835226, 287.39119753785906, 287.41...  0.092679  0.005177   \n",
      "141  [287.2522552835226, 287.39119753785906, 287.41...  0.092679  0.005177   \n",
      "142  [287.2522552835226, 287.39119753785906, 287.41...  0.092679  0.005177   \n",
      "143  [287.2522552835226, 287.39119753785906, 287.41...  0.092679  0.005177   \n",
      "\n",
      "      SHF_bulk   LHF_bulk  \n",
      "0   -70.655667  50.334579  \n",
      "1   -61.935212  43.738920  \n",
      "2   -48.416797  60.798453  \n",
      "3   -45.907923  44.723500  \n",
      "4   -45.817381  49.556193  \n",
      "..         ...        ...  \n",
      "139 -30.993412 -14.521479  \n",
      "140 -30.993412 -14.521479  \n",
      "141 -30.993412 -14.521479  \n",
      "142 -30.993412 -14.521479  \n",
      "143 -30.993412 -14.521479  \n",
      "\n",
      "[144 rows x 149 columns]\n"
     ]
    }
   ],
   "source": [
    "Cd=10e-3\n",
    "merged_data_10min['u_star']=((merged_data_10min['uw_flux_corr']**2)+(merged_data_10min['vw_flux_corr']**2))**0.25\n",
    "merged_data_10min['Cd']=(merged_data_10min['u_star']/merged_data_10min['WS_ms_D15463_Avg'])**2\n",
    "merged_data_10min['SHF_bulk']=merged_data_10min['rho_air_Tv']*Cp*merged_data_10min['Cd']*merged_data_10min['WS_ms_D15463_Avg']*(merged_data_10min['T_srf']-merged_data_10min['Dry_Static_Energy_10'])\n",
    "merged_data_10min['LHF_bulk']=merged_data_10min['rho_air_Tv']*Lv*merged_data_10min['Cd']*merged_data_10min['WS_ms_D15463_Avg']*(merged_data_10min['qsat_srf']-merged_data_10min['qv_10m'])/1000\n",
    "print(merged_data_10min)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "id": "38e08fcc",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "SHF Sign Agreement Percentage: 92.36%\n",
      "LHF Sign Agreement Percentage: 89.58%\n"
     ]
    }
   ],
   "source": [
    "# Assuming Cp and Lv are defined previously in the code as constants\n",
    "# Calculate the sign agreement for SHF and LHF\n",
    "merged_data_10min['SHF_sign_match'] = np.sign(merged_data_10min['SHF_bulk']) == np.sign(merged_data_10min['SHF'])\n",
    "merged_data_10min['LHF_sign_match'] = np.sign(merged_data_10min['LHF_bulk']) == np.sign(merged_data_10min['LHF'])\n",
    "\n",
    "\n",
    "# Calculate the separate Sign Agreement Percentages for SHF and LHF\n",
    "shf_sign_agreement_percentage = merged_data_10min['SHF_sign_match'].mean() * 100\n",
    "lhf_sign_agreement_percentage = merged_data_10min['LHF_sign_match'].mean() * 100\n",
    "\n",
    "# Output the results\n",
    "print(f\"SHF Sign Agreement Percentage: {shf_sign_agreement_percentage:.2f}%\")\n",
    "print(f\"LHF Sign Agreement Percentage: {lhf_sign_agreement_percentage:.2f}%\")\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "id": "d76e9097",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot sensible heat flux against time\n",
    "# Ensure TIMESTAMP is in datetime format\n",
    "merged_data_10min['Time'] = pd.to_datetime(merged_data_10min['Time'])\n",
    "merged_data_10min.rename(columns={'Time': 'TIMESTAMP'}, inplace=True)\n",
    "\n",
    "\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.scatter(merged_data_10min['TIMESTAMP'], merged_data_10min['SHF'], s=10, alpha=0.7,label='SHF')\n",
    "plt.scatter(merged_data_10min['TIMESTAMP'], merged_data_10min['SHF_bulk'], s=10, alpha=0.7,label='SHF_bulk')\n",
    "\n",
    "# Format the x-axis to show time in HH:MM format and set major ticks\n",
    "plt.gca().xaxis.set_major_locator(mdates.HourLocator(interval=2))  # Set ticks every hour\n",
    "plt.gca().xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "\n",
    "# Rotate the x-axis labels for better readability\n",
    "plt.gcf().autofmt_xdate()\n",
    "\n",
    "plt.xlabel('Time')\n",
    "plt.ylabel('Heat Flux (W/m^2)')\n",
    "plt.title('SHF vs Time (averaged in 10 min intervals)')\n",
    "plt.legend()\n",
    "plt.grid(True)\n",
    "#plt.tight_layout()\n",
    "plt.savefig(os.path.join(data_dir, 'shf_bulk_plot_10min.png'),dpi=300)  # Save the plot as a JPEG file\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "id": "2d546439",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot sensible heat flux against time\n",
    "# Ensure TIMESTAMP is in datetime format\n",
    "merged_data_10min['TIMESTAMP'] = pd.to_datetime(merged_data_10min['TIMESTAMP'])\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.scatter(merged_data_10min['TIMESTAMP'], merged_data_10min['LHF'], s=10, alpha=0.7,label='LHF')\n",
    "plt.scatter(merged_data_10min['TIMESTAMP'], merged_data_10min['LHF_bulk'], s=10, alpha=0.7,label='LHF_bulk')\n",
    "\n",
    "# Format the x-axis to show time in HH:MM format and set major ticks\n",
    "plt.gca().xaxis.set_major_locator(mdates.HourLocator(interval=2))  # Set ticks every hour\n",
    "plt.gca().xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "\n",
    "# Rotate the x-axis labels for better readability\n",
    "plt.gcf().autofmt_xdate()\n",
    "\n",
    "plt.xlabel('Time')\n",
    "plt.ylabel('Heat Flux (W/m^2)')\n",
    "plt.title('LHF vs Time (averaged in 10 min intervals)')\n",
    "plt.legend()\n",
    "plt.grid(True)\n",
    "#plt.tight_layout()\n",
    "plt.savefig(os.path.join(data_dir, 'lhf_bulk_plot_10min.png'),dpi=300)  # Save the plot as a JPEG file\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d41e88a6",
   "metadata": {},
   "source": [
    "### Diurnal plots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 95,
   "id": "f622f28b",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\magda\\AppData\\Local\\Temp\\ipykernel_13316\\1601976116.py:3: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  filtered_df['TIMESTAMP'] = pd.to_datetime(filtered_df['TIMESTAMP'])\n",
      "C:\\Users\\magda\\AppData\\Local\\Temp\\ipykernel_13316\\1601976116.py:4: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  filtered_df.rename(columns={'TIMESTAMP': 'Time'}, inplace=True)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plot saved to: C:\\Users\\magda\\Master_Thesis\\Microwave_radiometer\\2024-05\\2024-05-23\\diurnal_temperature_plot.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# --- Filter data where Rain == 0 and Flag == 0 ---\n",
    "filtered_df = merged_data_10min[(merged_data_10min.get('Flag_Rain', 0) == 0) & (merged_data_10min.get('Flag', 0) == 0)]\n",
    "filtered_df['TIMESTAMP'] = pd.to_datetime(filtered_df['TIMESTAMP'])\n",
    "filtered_df.rename(columns={'TIMESTAMP': 'Time'}, inplace=True)\n",
    "\n",
    "\n",
    "# Set up the figure and axes\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "# Heights dictionary\n",
    "heights = {\n",
    "    'Temperature_K_2': '2 m',\n",
    "    'Temperature_K_2.99': '2.99 m',\n",
    "    'Temperature_K_4.47': '4.47 m',\n",
    "    'Temperature_K_6.69': '6.69 m',\n",
    "    'Temperature_K_10': '10 m'\n",
    "}\n",
    "\n",
    "# Plot temperatures at different mast heights with thicker lines\n",
    "for col, label in heights.items():\n",
    "    ax.plot(\n",
    "        filtered_df['Time'],\n",
    "        filtered_df[col],\n",
    "        label=f'{label}',\n",
    "        linewidth=1.5\n",
    "    )\n",
    "\n",
    "# Plot T_srf (from longwave radiation) with a bolder dashed line\n",
    "ax.plot(\n",
    "    filtered_df['Time'],\n",
    "    filtered_df['T_srf'],\n",
    "    label='Surface T$_{srf}$',\n",
    "    color='black',\n",
    "    linestyle='--',\n",
    "    linewidth=2.0\n",
    ")\n",
    "\n",
    "# --- Formatting Spines (thicker borders) ---\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "\n",
    "# --- Tick parameters ---\n",
    "ax.tick_params(axis='both', which='major', labelsize=18, width=1.5, length=6)\n",
    "ax.tick_params(axis='both', which='minor', width=1.0, length=4)\n",
    "\n",
    "# --- Format x-axis to show every 2 hours in HH:MM ---\n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "ax.xaxis.set_major_locator(mdates.HourLocator(interval=2))\n",
    "ax.xaxis.set_minor_locator(mdates.MinuteLocator(interval=30))\n",
    "\n",
    "# Rotate x‐tick labels for readability\n",
    "plt.xticks(rotation=45)\n",
    "\n",
    "# --- Labels and title with bold font ---\n",
    "ax.set_title('Diurnal Variation of Air and Surface Temperature', fontsize=20, fontweight='bold')\n",
    "ax.set_xlabel('Time', fontsize=20, fontweight='bold')\n",
    "ax.set_ylabel('Temperature (K)', fontsize=20, fontweight='bold')\n",
    "\n",
    "# --- Grid styling ---\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "ax.grid(True, which='minor', linestyle=':', linewidth=0.5, alpha=0.5)\n",
    "\n",
    "# --- Legend styling ---\n",
    "legend = ax.legend(\n",
    "    title='Measurement Height',\n",
    "    fontsize=14,\n",
    "    title_fontsize=14,\n",
    "    frameon=True\n",
    ")\n",
    "legend.get_frame().set_linewidth(1.5)\n",
    "\n",
    "# --- Y‐axis tick label size ---\n",
    "ax.tick_params(axis='y', labelsize=18)\n",
    "\n",
    "\n",
    "# --- Tight layout and display ---\n",
    "plt.tight_layout()\n",
    "output_filename = 'diurnal_temperature_plot.png'\n",
    "output_path = os.path.join(folder_path, output_filename)\n",
    "plt.savefig(output_path, dpi=300,bbox_inches='tight')\n",
    "\n",
    "# Print confirmation\n",
    "print(f\"Plot saved to: {output_path}\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 96,
   "id": "04ab6b68",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plot saved to: C:\\Users\\magda\\Master_Thesis\\Microwave_radiometer\\2024-05\\2024-05-23\\dry_static_energy_diurnal.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plot saved to: C:\\Users\\magda\\Master_Thesis\\Microwave_radiometer\\2024-05\\2024-05-23\\specific_humidity_diurnal.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plot saved to: C:\\Users\\magda\\Master_Thesis\\Microwave_radiometer\\2024-05\\2024-05-23\\virtual_dry_static_energy_diurnal.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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mG4PX0hp/E9I/rDm/OT6VmJioN9UYAOnfvz/vsqgzZ86Qr7/+2uh5DcGS5S+aHz4dQvbl8fHxetOYQ0JCyMOHD7WOO3funF4f3bRpU7N0Gbs/bt26xVtHt7/57rvveI/TnDrOobzvt8WLF+vpevDgAe+x3Lpj7tOmTRve8xYXF5OTJ0+SqVOnkuTkZKt0VWZw1/Czzz7j/f7mzZtEKpUSAKRPnz7luo79119/1bvely5dKpNz0RFtCjXc3NyQnZ2tVab7f7GgTp06+Omnn9R77nJwdXU1Wq958+aYOHGi+v+Ojo4YM2YMzpw5o3VcXFyc1v/r168PgN3+4ezZs7h16xYSExORl5enfrP59OlTvfNFR0djwIABZrfLGowcORKffPKJ1pvd/fv3IycnB25ubgD4p8oOGTLEYEbesm6vtdevvHXair179+pNZezatSvGjBmjVda2bVu89dZbetlrd+/ejb59+xo9h7U+bS7Kow1CoSzuBWshlI+XJcR+/1gKa59h5lyrKVOmYPz48er/JyUl4dChQ+jXrx8A4Pnz53rTa0eNGgWpVGpxOwCgUaNG2Lx5M0aPHo38/HyTx6enp2PmzJk4e/Ystm/fDonE9pWBlcE/9u7di+LiYq2y8PBw/PHHH7yjyO3atUO7du3KRZulsLYv/+uvv/RGWOfOnYsaNWpolbVp0wb9+/fH1q1b1WXXrl3Dw4cPUbNmTYO6TN0fBw4c4G2L7jNi+vTpWLFiBR48eGDwXBzK+37T3Dubg6GZVdyzhEN2djays7Ph5eWlVW5nZ4eOHTuiY8eOVmlatmwZpk2bhh07dmDQoEFWcVQUEhMTER0dDcDwtl6zZs2CUqmEq6sr1q9fL0ifZS58fHz0yvh8QAjQQJtCjZycHL0yDw+PClBiGiNHjtTr9M0B356c1apV0yvT/XGmUCjw9ddf4/vvv0daWprZ50tNTbVYo6UICQlBx44dcfLkSXVZYWEhdu/ejdGjRwNgtzLShbGpsmXdXmuvny7EfF0A4NKlS3pl3A8FvnLdIJWvvi6s9WlzUR5tEAplcS9YC6F8vCwh9vvHUlj7DDPnWg0fPhwzZ85Eenq6umz16tXqe2HHjh1QqVRadV5//XVzZBvEoEGD0KJFCyxYsABbtmzhbZ8udu3ahbVr12oFKdaiMvgH317jr7/+ullTtcUGa/tyPhuMHz/ebB84d+6c0UDb1P1x7do1vbJXX31Vr0wikWDgwIFmreMv7/stMzNTr0w3oObQvXt3fPfdd+r/3759G4GBgWjQoAHq1q2LunXron79+mjfvj2qV69utaarV68CYKc5Vzbs27cPABAYGIgWLVroff/8+XMcPHgQADB58mT4+/uXqz6+pU98PiAEaDI0CgDsg5Hvh7huQhaxoHHjxlbVCwsL0ytzdHTUK9PtwF977TV8+umnFv3YAGDWSIQQGDVqlF4ZN3J34cIFPHr0SOu74OBgg2sagbJvr7XXTxdivy4pKSl6ZYb2aeYrN+cNq7U+bS7Kow1CQuh7wVoI5eNlCbHfP5bAlmeYOdfKyclJLxHVvn371P6tud4PYEf0GjZsaJLXFEJDQ7Fy5UqkpKTg2LFjmDdvHvr06WN0jfy6detsPi9QOfzjxYsXemWRkZHldv7OnTuDsDv4GPyYm2TR2r6cr4+2BHw21ISp+4PPPww9Iwyt1dVFed9vfNfI0Mvpvn37YuDAgVplxcXFuHr1Kv744w/MmzcPw4YNQ3BwMFq3bo39+/dbpenq1avw8PAQZZ4kU+DWZ/fr1483986+ffvUM890k9+VB/iS9pXVPto00KYAABw/fpy33FDWRUvB9yPf0oe3JqwdaeebLmJqqtH+/fv1kriYC80prGWJIUOGwN7eXqvsn3/+QVpaGm/ipxEjRhhMPFYe7RVipkRluC5857E24ZshWOPTlqA82iAkhLwXbEF5zgaypn+tDPePJbDlGWbutZo8ebKWr8jlcmzYsAEpKSk4deqU1rG2jmbrwsHBAV26dMHnn3+OgwcPIi0tDfv370etWrX0jr1x44bN56vM/iHm/skYyrovNwS+JGaaMHV/8F1vQzMKLJkeXJ73m6+vr16Z5mi6Lnbs2IGVK1eiWbNmRv3t4sWLeOWVV7Sm65uD4uJi3L59u1KOZhcUFODo0aMADE8b5/ooOzs73hHvsgbftS2rgUUaaFMAYLNP6qJGjRpWvUnj60j5tiKxZeuf8nyQ7tmzR6+sTZs2OHHiBDIzM9VvrY1ty1HW8PLy0lsHq1AosHXrVt4Onm/Uj0N5tFeI61cZrgvfdChDmTP51jqW93QqPlS2Ngh5L9iCsuqjhOpfK8P9YwlseYaZe61q1qyJPn36aJWtXr0aO3fu1MrmbGdnh+HDh5vFaS1kMhn69u2L9evX630nxNZflcU/+PqX2NjYClBSceCzwf/+9z9Mnz7drE/r1q2N8pu6P/gClMTERN5j+Z4RhlCe9xtftmljMwUkEgkmTZqE6OhoJCcn459//sFPP/2Ed999Vy9zPiEEn332GS9Pfn4+5s6di1q1asHR0RGNGjXC7t27cevWLRQXF+sF2tu2bQPDMPjpp5+wb98+dO7cGa6urggMDMTcuXPBMAw2b97Me66VK1eCYRh8//33psyhxieffAKGYfRmEHBYs2YNGIbBokWL1GVHjhxBQUEBHB0d0aNHD956z58/BwAEBARY9az866+/wDAMvvnmGyxfvhzNmzeHi4sL3NzcMGjQIIP+x4Fvpl2ZZBwHDbQpAHzzzTd6bwcBmL3Hoi74kv3oOn1qaiqOHDliFX95gy+oWL58OTp16qT1ppdvnVR5gi9gmDt3rnofQw6NGjVCo0aNDPJUlvYKqZNv1EDzQW4t+EbT+BLHGCoXakaJLaiMbRDqXihLWOtzQvWvleU+NwdCP8OM4Z133tH6f2xsrN7ewH379rV5dGTFihUmp/QC/EEWXxInS/1NaP8oqz6WL0j8/fffUVhYaDN3ZQFfH9uiRQssXbrU5Ofbb7/VC2YtBd82WP/8849eGSGE9wWOMZTX/damTRu9Mr6153zw9fVFjx498Pbbb+P777/HhQsX9PJ+3Lt3T28NcE5ODjp37ox58+YhLCwM06dPR82aNTF48GB1MKwbaHOa9u3bh2HDhiE8PBxTp07FxIkT1Un++O7JjIwMfPrpp4iMjNSzqTFwywZu3bql911BQQHmzJmD4OBgrS3uuGnj3bp1g4uLCy8vd3/qJjI0F5wdVq9ejVmzZqFevXp46623EB4ejl27dult6akLbv07h5CQEJvW0xsDDbT/w3jx4gXefvttzJo1S++7WrVqYdKkSVbx8o0grFixQv23UqnEzJkzBXnrXh7QnYYKANevX9f6/4kTJ/D111+XlyRevPzyy3pTvPje2plK/FRZ2iukTr7g5fbt29aLK0H//v31ksgcPXpUbw3l+fPn8csvv+jV110HVhGojG0Q6l4oS1jrc0L1r5XlPjeGsnqGGUOfPn30sjlz+wxzsHYvX02sWLECERERGD9+PE6cOMEblMrlcr2gA2DXq+rCUn8T2j/Kso/V1RoXF4dhw4bxJje6cuUKFi9ebPN5xYRXXnlFr4+eN2+ewdkGKpUK58+fxwcffGByNNsc8O0qcfDgQezevVurbNmyZRbvY15e91vt2rX1Es8ZSuS5Z88ezJ49GzExMbzfq1Qq3oSARUVFWv8fM2YMoqOjsXHjRvz777/4+uuvsXv3bsydOxcbNmwAYDjQvnnzJmJiYrB+/XosWrQIX375Jdq0aQOJRIKLFy/qnXvOnDlITU3F999/Dzs7O34j8IB7Ec0XaP/www9ISEjA/Pnz1UsFCCHqNenG9mfnRo+Tk5Ot2h+bC5Tz8vJw/fp1bNy4Ed9++y2uXLmCxo0b4/z583pZ6TWh+zKiLPK0cBB3SlQKwfDgwQO8++67IIQgKysL9+7dw6VLl/S27QHYTIt79uzhTcJhDjp37oy9e/dqlf3www+4ffs2atSogVOnTgnygC0vNG/eXP2GjsOkSZOwY8cOhISE4N69ezh+/HiFr0tzcHDAkCFDsHr1aoPHMAzDm9lUE5WlvULqrFWrFhiG0To2Ojoa7du3R5MmTdQ/5D744AODSV74EBoainHjxuHXX3/VKh87dizWrl2LBg0aIDExEQcPHtTbnqVVq1blti2WMVTGNgh1L5QlrPU5ofrXynKfcyjPZ5gxSCQSTJ48GTNnzuT93tvb22BWfktRUFCANWvWYM2aNXB1dUWLFi0QEhICNzc3pKSk4MSJE7wvkPim0Vrqb0L7R1n1sdWrV8eUKVP0psPu3bsXYWFh6N69O4KCgpCTk4Po6GjcvHlT0K3HOL80Bm9vb3z++eeCnVMXoaGhmDhxIn7++Wd1WV5eHl566SU0aNAAjRo1go+PD3JzcxEXF4eYmBhkZGQA4E/AZinq1auHXr164fDhw+oyQggGDRqEXr16oUaNGrh165bWbhDmojzvty5dumht/3j+/Hne41JSUrBw4UIsXLgQfn5+aNSoEUJDQ+Hq6oqcnBycO3dO74WCp6en1qj7kSNHsHPnTowaNUrvhe+ECRPw+eefw9HRUS+xHxdgrl+/Xi9TvLu7O+rXr49r165BLperA+pbt27h559/xssvv2zx7IW6devCwcFBL9BOT0/HV199hcaNG6t39ADYF1nczLGXX37ZIG/Xrl3VL+Znz56N33//nXcKuVwuR1xcHGrXrq1Vztlh06ZNWt/Z29tj5MiRiImJwZ07d3i38ktKStJ7WdOtWzeDWm1GmezOTVGhmDNnjt5G7OZ+IiIiyNWrVw1yv/HGG3p1jh07pnVMcnIycXd3N3kuX19fvbK1a9dadU5rtRJCyLFjx/SOe+ONN9TfP336lDg5OZlsT+/evY3y2Noec3D06FGjGjt37mySQwztNaeO0Do7duxokuvSpUsW68zLyyPNmze36D709/cnjx8/ttqWpnzaUgjZhsePH1vll5ZCiHvBXHtbe09b43NC9a9iuM8NoaKfYaaQlpZm0HZTpkyxqs26aNCggVXt79KlC1Eqlbyclvib0P5h6fkJMf9aFRUVkS5duphtowEDBlh1Taz1y7CwMD0uofvy/Px80rp1a5u1WXt/3L9/n7i6upo8X/369fXK5syZY5S7PO43QgjZs2ePHv+dO3f0jvvtt98stvOHH36oxfHqq68SACQ2NlaPv7CwkAAgLVu21CpPTk4mAEjTpk0NtmHSpEkEALl8+bK6rFu3bsTe3p7cu3fPUpMQQghp0qQJsbOzI8XFxeqy9957jwAgf//9t9ax3D1iTCMhhMjlchIZGanVb23atIlcvnyZXLp0iWzbto1MnTqVVKtWjXz//fdadTMyMggA0rp1a17uVatWEQDkl19+4f1+2bJlWtfGwcGBpKenm2EJ60CnjlMAYEcApk2bhitXrvCut7EEfn5+WL16tcF9FxmGwaxZszBlyhSbzlNeCA4OxsaNG+Hg4GDwmMmTJ+Ojjz4qR1X86NKli9HtM8xJ/FRZ2iu0zq+//rpMRsCcnZ1x7Ngxs5O1tGnTBhcuXEB4eLjgWqxFZWyDEPdCWcManxOqf60s97m5EPIZZgre3t547bXXeL8TYhorAERFRVm8D/uQIUOwZ88eg5mdLfG3svCPsupj7e3tcejQIUybNq1csnSLEU5OTvj3338xYcIEszN729nZCTaSV6tWLezfv99ohvJ33nkH7733nl65KZ8oj/sNYKfA6z4z+HaqsDR514gRIzBv3jytsiNHjqBu3bq8W9FxW1DqThvnRnGNTcnmRnC56eM7duzA0aNH8e677+qNCpuLxo0bQy6Xq0fp4+LisGLFCvTq1Qu9evXSOpabBWNMI8Amc9yzZ496WcDx48cxcuRItGjRAi1btsTQoUOxbNkyPHv2TK8/5+zQu3dvXm5uKrqhmTG613Tw4MHw8vIyqtcW0ED7PwSJRAIHBwd4eXmhZs2a6NSpEyZMmIA1a9YgISEBP/zwg2DONmTIEJw9exaDBw+Gv78/7OzsEBQUhGHDhuH06dOiXvfHh0GDBuHy5csYOXIkqlWrBjs7OwQEBOCll17Cnj17tNZIViQYhjEYDHHTac1BZWmvkDrbtm2LixcvYvTo0QgPDzf6A9NSuLm5YfPmzbh69SqmT5+OqKgo+Pj4QCaTwcPDA5GRkRg7diwOHjyIc+fOiSrI5lDZ2iDUvVCWsNbnhOpfK8t9zqE8n2GmwJdQqF69eoIl//v999+RkpKCXbt2YdasWXjppZdQp04deHh4QCaTwd7eHn5+fmjbti3effddXLx4Edu2bTO6v7al/ia0f5RlH+vg4IAffvgBDx8+xNy5c9G1a1dUq1YNjo6OcHFxQY0aNdCjRw8sWrRIK0NyVYKLiwt+++033L17F7Nnz0anTp0QGBgIBwcHtb+0atUK48ePx8aNG/Hs2TOsWbNGsPN36tQJt2/fxtSpUxEREQEHBwf4+/ujb9++2L9/P5YtW6aXkBLg31pLF2V9vwFs8Dd16lStMr5Ae9y4cbh06RK+/vprDBkyBFFRUQgNDYWTkxPs7Ozg7e2N5s2b4+2338bp06exadMmLV/PzMxETk4OQkNDeXXs2rULgOFA21ib27ZtC4Bdg1xYWIgZM2YgMDAQn376qRkW4Ae3TptbkvTpp59CLpfr5TpITEw062UAhzp16uDatWtYsmQJOnToAC8vL8hkMgQEBKBZs2aYPHkyDhw4gA4dOmjV49apG7LfoUOHYG9vj44dO+p99/TpU72123wvfwSFUEPjz549I1euXCEHDx4kW7ZsIQcPHiSXL18mSUlJQp2CgoKCgoKCgqLCkZ6eTmQymdYUxEWLFlW0LAoKUSMqKsrocgFDKK/7LScnR2/ZzaFDhwQ9R25uLgFAmjRpovddXl4e8fPzIwDI+fPntb577bXXCADy9OlTo/y+vr6kXr16ZN68eQTgX5JpCQ4dOqSe4h8dHU0YhuFdvvDLL78QACQwMJCoVCqbzmkMo0ePJgDIt99+q/fd8ePHCQAybtw43rozZ87UurZ9+/YtM50crA60s7KyyPr168kbb7xBwsPDiUQiMfgJCwsjr7/+Olm3bh3JzMwUUj8FBQUFBQUFRbli9uzZWj/YZDIZSUhIqGhZFBQVhvfff5+cOnWKN8gqLCwkU6dO1Quyg4KCDOYU0ER53m9Lly7VOlenTp0EP0doaChhGEYrmC4qKlIH01KplOTn52vViYyMJH5+fia5X375ZSKRSIiTkxNp2bKlwaC3c+fOZq3BT0xMJADIkCFDSI8ePYiTkxOJj4/nPS8AMn78eJMabUHDhg0JANKiRQsil8vV5Y8fPyZhYWHE19eX1zcyMjKIm5ub+rpKJBISHR1dploJIcTirOPXrl3D999/j23btqlT1RMTWSfj4+OxceNGbNy4EZMnT8aQIUPw7rvvIioqytLTU1BQUFBQUFCUKx48eIDly5ejuLgYt2/fxokTJ7S+HzRoUJntw0pBURmwY8cOfPfddwgICECLFi0QHBwMqVSKxMREnDp1Cunp6Xp15syZw7umvCLvtylTpmDlypWIjY0FAJw8eRJnzpxB+/btBTvHzJkzMXXqVPTo0QPDhw+Hq6sr/vrrLxQVFcHBwQE1a9ZUb5kFAPn5+bh37x569Ohhkrtdu3bYt28fCgsL8eOPPxpcU65SqQDAZC6IoKAg+Pj44MCBA8jPz8fHH3/Mu/65Y8eOaN68uaBZ/XVRWFioziZ+9+5dNG/eHD179kRqaip27twJlUqFffv28frG8uXLkZOTo/7/+PHj9abnlwnMjcivX79OXnnlFfUoNcMw6o+x0Wxjx7/yyivk+vXrZfgegYKCgoKCgoLCNvBlf+Y+Dg4OvNmJKSj+SwgLC7MoE/fo0aMNjrZW9ftNpVKR+fPnk+rVqxM7OzsSEhJCJkyYQC5cuEAAkJEjR2odf+7cOd7s5XzYvHmz2r7Gzu/j40PCw8O1RoUNgcvq7+vrS7Kyskw3sIxw8eJFAoB88skn5PLly6Rjx47EycmJeHt7k2HDhvFmca9omDWiPXnyZKxatQoqlUo9eq35hoSYGNE2dPz+/ftx8OBBTJgwQWv/PwoKCgoKCgoKsYNhGPz888+oW7duRUuhoKgUcHR0xJw5czBz5kyLM3hXlfuNYRjMnj0bs2fP1vuOL6Zq06aNWbEWIQTff/89XF1d8dVXXxk87tatW0hLS8MXX3xh1u4Gx44dM3lMeYBLhNakSRM0b97cqr3ZyxtmBdorV65U3wwMw4Cwa7sBsFnfWrVqhWbNmsHPzw8+Pj5wd3dHVlYW0tPTkZycjKtXr+LChQtaG4RzfEqlEr/++isNtCkoKCgoKChED4Zh4O3tjbZt22LWrFm82W0pKP5rOHHiBA4ePIjDhw/j3r17SE5ORkZGBpydneHr64vGjRujS5cuGD16NLy9vc3mpfeb+fjpp59w6dIlfPvttwgKCjJ43KlTpxAQEIBx48aVozrbwWU1L+stHIUEQ8x4RSKRSNQBNsMw6NChA4YNG4ZBgwYhMDDQ7JM9e/YMO3fuxB9//IGzZ89qjY4rlUrrW0FBQUFBQUFBQUFBQfEfQkJCAjZu3Ih79+5hw4YNaN++PY4ePWr2fuqVCW3btsWNGzeQnZ1dadpndqDt5uaGyZMnY+rUqYIkIEhISMCPP/6IlStXIjc3lwbaFBQUFBQUFBQUFBQUZmLNmjUYP348vL298fLLL2Pp0qXw8vKqaFmCQ6VSwc3NDY0bN8a5c+cqWo7ZMCvQXrBgAd555x14eHgILiArKwvLly/nXadAQUFBQUFBQUFBQUFBQVHZYFagTVH+UKlUSE1NBQA4OztbnDCCgoKCgoKCgoKCgoKCQhgQQpCfnw8A8PX1NTmF3eJ9tIXCpk2bMHLkyIo6veiRmpqKgICAipZBQUFBQUFBQUFBQUFBoYEXL17A39/f6DFmryTfvHmzzYI4rFmzBmPGjBGMj4KCgoKCgoKCgoKCgoJCLDB7RPuNN96AQqHA66+/btMJf/nlF0yZMsUmjv8CnJ2d1X+/ePECLi4uFaiGHwqFAtHR0YiKijJrH76qDGoLFtQOpaC2YEHtUApqCxbUDqWgtmBB7VAKagsW1A6loLZgIQY75OXlqWcca8ZqBkHMBMMwRCqVktWrV5tbRQ9Lly4lEomEMAxDJBKJ1Tz/BeTm5hIABADJzc01eXxKSopN57OmvlKpJC9evCBKpbLCNIiFQ9MWlbkdttanPlEK6hMshPYJITioTwjHQX3CNg7qEyyoT5SiKj5HxWAHITioTwjHIQY7WMNhaXxmdjI0brG3RCLBihUrMGnSJIveAHz99df45JNPuOCe7p1tAnl5eXB1dQUA5ObmmhzRViqVkEqlVp/P1vpVRYMQHGLQIAQH1SAchxg0CMEhBg1CcFANwnGIQYMQHFSDcBxi0CAEhxg0CMFBNQjHIQYNQnBQDdZzWBqfWbTbN8MwUKlUmDx5Mn766Sez633xxRf45JNPYGZMT2EFsrOzy72+UqnE9evX1S9MKkKDWDg0bVGZ22FrfeoTpaA+wUJonxCCg/qEcBzUJ2zjoD7BgvpEKaric1QMdhCCg/qEcBxisINQHMZg8QR3hmFACMG0adOgUCgwffp0o8d/+umnWLRokXoUmwP3NoBCGDg5OZV7fUIICgoK1C9QKkKDWDg0bVGZ22FrfeoTpaA+wUJonxCCg/qEcBzUJ2zjoD7BgvpEKaric1QMdhCCg/qEcBxisINQHMZg9oh2//791Q3jgu33338fS5YsMVhn5syZekE2IQTu7u74+++/bZROoQm5XF6h9auKBiE4xKBBCA6qQTgOMWgQgkMMGoTgoBqE4xCDBiE4qAbhOMSgQQgOMWgQgoNqEI5DDBqE4KAahOUwBrNHtLdv347XXnsNO3fuBMMw6mD7ww8/hFwux8cff6x1/LRp0/DTTz/pBdmenp44fPgwWrRoIWxL/uPQnC1ACLF4mj4hBCqVyqI63PEqlQoqlcoqDls1iIVD0xaVuR221q+qPmErNO/PyswhBg1CcFANwnGIQYMQHFSDcBxi0CAEhxg0CMFBNQjHIQYNQnBQDcJyGIPZgbZMJsOff/6JkSNHYuvWrVrB9qeffgqFQoHPPvsMhBBMnjwZv/32m16Q7evri8OHD6Np06Zl1Z7/LBiGQXJyMnJyclBcXGxxfZVKpU54ZwlcXV3x8OFDmzhs1SAWDs4Wlb0dttavqj7h6OgINzc3+Pj4mJU4QyqVIjIyElKpVJBtKMTAYU19TTsIoUEIjorSQH2CBfWJUlCfYEF9ohRC26Ky2pL6RCmoT7AQo0+YgkW/PqVSKTZv3owRI0boTSOfO3cuZs+ejXHjxuHXX3/VC7L9/f1x9OhRGmSXAZRKJRISEpCWlmZVkA1Y/0ZHM+D4r7/d4mxR2dtha/2q6hPFxcVIS0tDfHy8WTsmMAwDT09PMAyDgoICmzWIgcOa+pp2EEKDEBwVpYH6BAvqE6WgPsGC+kQphLZFZbUl9YlSUJ9gIUafMAWzt/fSBCEEY8aMwYYNG7SCaUN/V6tWDUeOHEG9evUElF61YUn6+OTkZKSmpkImkyEgIAAuLi4Wj+DpJqszt05+fj6cnZ3VL1xsCWpsrV+RHJq2AGwP7sRgC+oTpVAqlcjPz8eLFy+gVCrh4+MDf39/o3UUCgWuXr2KZs2aAbD9ralCoahwDmvqa9pBJpNV2nYIwUF9orQO9YnSOtQnqE/o1hHSFpXVltQntOtQnxCHT5Tp9l4cGIbBunXrMG7cOL2Rbd0gu3r16jh+/DgNsssQOTk5IIQgICAAHh4ekMlkkEgkFn246bWWfhiGsZlDqPoVzcHZorK3g/qE/gcAPDw8EBAQoL7nzAE38p2ZmWnzfS4GDmvra84AqMztEIKD+gQL6hOloD7BgvpEKYS0RWW2JfWJUlCfYCE2nzAFqxcuMgyDVatWYdKkSVrBtmaQHRYWhpMnT6J27drCqKXQAyEExcXFkEgkJt+qGIOdnZ3NWmzlEIMGITjEoEEIDqpBn4O7x4qLiy1KOOjr62uzBjFwiEGDEBxUg3AcYtAgBAfVIByHGDQIwSEGDUJwUA3CcYhBgxAcVIOwHMZgdqB98uRJ3s/w4cPRpk0brR+d3H6QX3zxBZ4+fWqwLoXt4OxOCFGPvFkDMaTIF4MGITjEoEEIDqpBn0PzHrMk0E5NTbVZgxg4xKBBCA6qQTgOMWgQgoNqEI5DDBqE4BCDBiE4qAbhOMSgQQgOqkFYDmMwe402NyXUEHRpTK2JZBgGCoXCnFP/J2HuGgCVSoW7d+8CAOrWrWt1sG3telxuWm5VWo9rqy2A//Ya7arsE5bcb4QQFBQUwMnJyeYXYYA4MrBbU1/TDpwNK2M7hOCgPsGC+kQpqE+woD5RCqFtUVltSX2iFNQnWIjBJ8p8jTa3Dlv3Y+5xxupQWA9b7WlOFmU+aDqntRxC1a9oDs4Wlb0dttanPlEKe3t7AOJZR1RRa6o4OwihQQiOitRAfYIF9YlSUJ9gQX2iFELaojLbkvpEKahPsBCbT5iCxYE2tw5b92PucWW9MTiFdbD2jVBeXp7NHELVr2gOzhaVvR221qc+wUKpVOLy5ctQKpU25U/gIAYOa+pr2kEIDUJwVJQG6hMsqE+UgvoEC+oTpRDaFpXVltQnSkF9goUYfcIUbP8FWgIaTFduCDHDwFYOMWgQgkMMGoTgKE8NDMOgS5cuNmk4fvw4GIbB3LlzreYwBFs5ioqKbNYgBg4xaBCCg2oQjkMMGoTgEEqDSkUQHZ+BQrnls2DEYAchOMSgQQgOMWgQgoNqEI5DDBqE4KAahOUwBosCbXOmg9Mp4+JFXFyc+kVI9erVDU6HvXHjhvq4yMjIclZJITTWrVun3pLPEsybNw8Mw+CPP/4weMxbb70FhmFw/Phx20RWEAwF+EJDKpVWCQ4xaBCCg2oQjkMMGoTgEErD3utJGLTiLBYfulthGiqaQwwahOAQgwYhOKgG4TjEoEEIDqpBWA5jMHuHbpVKVZY6KMoRMpkMSUlJ+Pvvv9G3b18A2sm7Vq9erd4I3hLYOpNBiJkQYuAQgwYhOMpTQ2xsLJydnStUQ1lyVOYp8GLTIAQH1SAchxg0CMEhlIYbiVkAgHOP0ipMQ0VziEGDEBxi0CAEB9UgHIcYNAjBQTUIy2GUv0zZKUSJdu3awcPDA2vWrFGXcS9SiouLsWnTJnUAbgqaaxtsfRkjxMuciuTgbFHZ28HB2tkn1vhEZGQkQkND9crFYAdrOaRSKVq0aAGpVIri4mKbNYiBw5r6mnYQQoMQHBWloSr4RFpuEZYfvY8X2YVWa6jKPpGQkQ8AuP8ix6zp41XBJ4SoX5V9wlIIbYvKakvqE6WgPsFCjD5hCjTQ/g/CyckJw4YNw19//aXeP457o7N3716kpqZi7NixBusTQrBmzRp06NABHh4ecHFxQYsWLXinJiclJWHOnDlo06YN/P394eDggPDwcLz99ttITk7WOlYikSArKwuff/456tevD1dXV3h4eCAyMhJjx47F06dP1ceOGTMGDMMgLi5Oj2Pu3Ll605k11++eO3cOvXv3hqenp9ZIJdeuzp07w93dHc7OzmjRooXWCwkOmudYu3YtGjduDGdnZ9SoUQM//fSTmu+HH35AZGQkHB0dUadOHWzYsIHXpsXFxfjuu+8QFRUFFxcXeHl5oWPHjti7d6/esZptX7FiBerVqwdHR0eEhYVh3rx56qBQIpFgzJgx6ms5duxYi/IoWDuKy50/JiYGI0eORLVq1WBvb4+wsDBMnToVaWn6Iz2GpnDHx8dj2LBh8Pb2hqurKzp37oyTJ0/yXmNNREdHo3fv3nBzc4OPjw9effVVLV/h/AEATpw4oWUXPj+29o0n14HzjdZbCjFwWFtf80FWmdshBEdl9gmVimDK5mgsOXwPK449sElDVfWJp+kFAACFiuDO8xyz6lVmnxCyflX1CWsgpC0qsy2pT5SC+gQLsfmEKdBA+z+KcePGqUevgdLti9asWQN/f3+8/PLLvPUIIRg1ahTGjx+P1NRUDB06FOPHj0deXh4mTpyIGTNmaB1/8uRJfPvttwgICMDw4cMxdepU1KxZEz///DPatm2LrKws9bEKhQK9e/fGl19+CW9vb0yaNAkTJ05Ew4YNsWvXLjx8+NBku0xtw3T27Fl07twZADBp0iQMGzZMr10pKSkYMWIEJkyYgLy8PIwfP16vXRyWLl2K9957D1FRURg7dizkcjneffddrFq1CtOmTcOiRYvQoUMHjBs3DqmpqXj99ddx+vRpLY6ioiL07t0bH3zwAQBg/PjxGDFiBJ48eYIBAwZg+fLlvOeeOXOm+iXGm2++CYB9AfDZZ5+pbTFw4EAMGDAAADBgwADMmTNH/TEFa0eCCwoKsHfvXrRq1Qr79u1Dly5d8O6776JRo0ZYvnw52rZti4yMDJM8iYmJ6NChA7Zu3Yq2bdti2rRp8PX1Ra9evXDhwgWD9S5fvoyOHTtCJpPhzTffRPPmzbF792706NEDhYXsKFx4eLjaBmFhYVp2adq0qR6nNdt7KZVKxMTEQKlUavm5tRADhzX1Ne0ghAYhOCpKQ2X3iU0X43H+UToA4GZSttUaqrJPPC0Z0QagnkZuDJXdJ4SqX5V9wlIIbYvKakvqE6WgPsFCjD5hEsQM5OXlmXOY1Shr/sqI3NxcAoAAILm5uQaPUyqV5Pbt2+T27dtEqVQa5Xz8+DEBQHr37k0IIaRBgwakcePG6u8TEhKIVColH3zwASGEEACkbt26Why//vorAUDGjx9PiouLSU5ODlGpVKSoqIi88sorBAC5fPmy+vgXL16QnJwcPS3r168nAMj8+fPVZTExMQQAefXVV/WOLyws1OJ54403CADy+PFjvWPnzJlDAJBjx46py44dO6a25+rVq/XqaLZLLperyw21izuHt7c3efjwIVGpVCQnJ4c8efKE2NvbEw8PD1KnTh2SnJysrnPhwgUCgPTv31/r3J988gkBQObOnUtUKpW6PDs7m7Ro0YLY29uTxMREvbZHRESQpKQkdXlKSgrx9PQkbm5upKioSF2+du1aAoCsXbtWr93GwLVx8ODBZM6cObyf5s2ba9lapVKRuLg44u7uToKDg8mTJ0+0ODdv3kwAkHfeeUerHADp3LmzVtmoUaMIAPLNN99olXPtMXaN//jjD606o0ePJgDIli1bTJ7XGCy53+RyOTl37pyWP/0XQe1Qispsi/i0PFLvs4Mk7MN9JOzDfaTB54eIUqkyXZEHldkOxpCZV6y2T9iH+8isbddN1qmqtrAU1A6loLZgQe1QCmoLFmKwg7nxGQezRrRDQ0PxxRdfmDUKZQkyMjIwd+5c3rWZFJaBWLGeduzYsYiJicGVK1cgl8uxbt06KJVKjBs3zmCd5cuXw8XFBcuXL4dMVppLz97eXr2t0pYtW9Tl/v7+cHV11eMZPXo03N3dceTIEXWZXC4HwE5t14WDgwMvjy44DkNo1qwZb/s026VpS3t7eyxYsACAdrs4TJs2DTVq1FD/PyQkBO3bt0dWVhZmz54NPz8/9XetWrVCjRo1cP36dXWZSqXCzz//jFq1auHzzz9XT2eWy+Vwc3PD559/juLiYuzcuVPv3J999hmqVaum/r+vry8GDBiAnJwc3L1716QtTIF7Y7hjxw7MmzeP93PlyhW9elu2bEF2djYWLVqkpQ8Ahg8fjqioKKOZzAF2lH/btm0ICAjAtGnTtL574403jGbD79Spk3qmAsDakrvmly5dMt5oA7DVltwSjcrOIQYNQnBQDZZxEELw0c4Y5Bcr0SLMC/ZSCXKLFEjMLKhU7ShrDTceJ2n/34wRbaE1iIFDDBqE4BCDBiE4qAbhOMSgQQgOqkFYDmMwK+t4eno65s2bhyVLlmDUqFEYPnw4OnbsaPVJT506hS1btmDjxo3Iy8uzmoeiFNaspx09ejQ+/vhjrFmzBsuXL8e6devQunVr1K9fn/f4/Px83LhxA0FBQfjqq69ACIFcLoednR0YhlGvm7hz545WvZ07d2LlypWIjo5GRkaG1jTcpKTSHyaNGjVCo0aNsHnzZjx9+hQDBw5Ex44dERUVZXb6fc3gnw+tWrUyq12a9uSCLN12AWzgzoGrExQUBAC8U5CrVaumNe357t27yMjIQFBQEObNm6cu5zSkpKQYPHdUVJReWXBwMAAgMzPTpC1MgVuXvGXLFrz22mu8x7z11ltYuXKlVhkXzJ4/fx7379/X883CwkKkpqYiNTUVvr6+vLx3795FUVERWrRoAXt7e63vGIZB27ZteW0C6NtFJpNp2cUaWGtLzm99fHysqq8JMXBYW1/z/q3M7RCCo6J94u9bz+Hrao/mYd5mc2y5+BRnHqTBQSbBN0ObYMqmaNx+lo3YZ9noWT/AYg1A1fSJbJUdACDA3QEvsotwryQhmqOd8edXRfuE0By0n7CdQ0hbVGZbUp8oBfUJFmLzCVOw6Ndjbm4uVq5ciZUrV6J69eoYMGAA2rRpg5YtW6JOnToG6929exeXLl3C+fPnsWfPHnVwxY0cCrH9zn8d1oxo+/v7o2/fvtiyZQv69euHBw8eGFyLDLAzEAghSExM1AoKdaH58uTbb7/FjBkz4Ofnh169eiE4OFg9Yr106VKtjeIZhsHRo0cxd+5c7Ny5U71m2dfXF1OnTsXs2bNNBtym1tIGBOj/KLSmXRzc3d3V2rls21yAyn2nCd1t09LT2fWOt27dwq1btyw6t4eHBy8/wNpBqVTaFGxb41MMwyA7m127ySWFM4S8vDyDgTbHYagD5LuOHHTtomkHa9Za63KYC5lMhpYtWwIA0tLSbO7M09PTK5zDmvqadhBCgxAcFaWhon0iLjUPb264AnuZBEfe64xQH2eTHImZBVh4IBYAMLN3XUT4uiAy0A23n2Xj7vMcNA+0oz5RgnuJbKLHVhE+OH0/BRn5ctx9noMmIZ4G61S0T5QFB+0nbOMQ2haV1ZbUJ0pBfYKFGH3CFMz65Whvbw+5XA6GYdQ/vhMSErBixQqsWLECAODo6AhfX194e3vDzc0N2dnZSE9PR1pamjoBEaD9453jc3BwELJNFBZg3Lhx2LNnDyZNmgQnJycMHz7c4LFc4Ni8eXNcvnwZhBAolUpIpVIwDAOVSqWVnVmhUODLL79EUFAQrl27pjWNmhCCxYsXa/FLJBL4+vpi+fLlWLZsGe7cuYOjR49i2bJlmDNnDuzs7PDxxx+rj+XOocthLLEB30sd3XbptsMc6NrCXHDnHjx4MLZv364ut0aDLmytb80LMEII3NzcAAA3btxA/fr1rdLB2cXQlJ4XL16YzVVR+ywSQpCVlQUPDw/ely6WQgwc1tTXtAPDMJW2HUJwVLRPXH3KLv8qVqgw769bWD2mpVEOQgg+2hGD3CIFokI9MbZ9BAAgspobcBW48zwH7u7hFuuuqj6RWsD+vgnxckLD6h44dT8VN5OyjAbaFe0TZcFB+wnbOIS2RWW1JfWJUlCfYCFGnzAFs349xsbGYsCAAVoj0FyQzH0KCgrw9OlTXL9+HWfOnEFMTAwSEhJQUFCgdZzm1kKEEAwcONDoSB5F2aJv374IDAxEYmIiBg8ebNTh3NzcUK9ePcTGxqqn4Gq+RNHNUp2amoqsrCy0adNGK8gG2MzQBQUFWmWa9RmGQb169TBlyhT8888/AKC11ZWXlxcANjO1LsfVq1dNNdtou6zNts3ZwpKR4Hr16sHd3R2XL1/WWgcs5N7P3CwAS0dzrRnRBkqn0587d87qdtStWxcODg6Ijo7W2+OQEILz58+bzWVMg0QiMcsu1rRDqVTizp07UCqVyM/PN13BBMTAYU19TTsIoUEIjorSUNE+EZNQ+hLy3zvJOHL7hVGOrZef4tT9VNiXTBmXSthnd2Qg+5yIfZ5NfUIDT1JzAQAh3s5oVJ2dWXPTxDrtivaJsuCgPmEbh9C2qKy2pD5RCuoTLMToE6ZgVqAdERGBnTt34sKFC+jXrx8AaAXNuh8ABr/jfry/9NJLOH/+PHbu3ImIiIgyah6FKchkMuzduxc7duxQJ/0yhmnTpiE/Px8TJ07Um87MMAweP36s3q/Y398fTk5OiI6O1nLkjIwMTJ06VY87Li4Ot2/f1ivnRi81k6S1aNECAPT2PN65cydOnDhhsh3G2sV302m2yxQsGQmWyWSYPHkynjx5ghkzZqiDbU2Omzdv6u05bokOb292LWZCQoLFHNZg1KhRcHNzw+zZs3mvZ35+vslA2cHBAUOGDMHz58/x448/an33+++/IzY21mw9xq6Ht7e3WXaxdXmLnZ2dTfXFwiEGDUJw/Fc1cEFfDT92mcu8fbegNPAz4GZiFr7cx95nH/Ssg5p+pckoIwPZWStxqXkG61uCqnI9ErPYpVAhXqWBtiUJ0cRgByE4xKBBCA4xaBCCg2oQjkMMGoTgoBqE5TAGixYdtmzZEn/99RcePHiA3377DX/++Sfi4+P1jtMMqDURFBSEYcOGYeLEiUazBlOUL1q2bGl2wrE333wT58+fx/r163HmzBl06dIFISEhSE5ORmxsLC5evIjNmzcjPDwcEokEb7/9Nr799ls0adIEr7zyCrKzs3Hw4EGEhYWpk4ZxiImJweDBg9GyZUs0bNhQPdK+e/duSKVS9ZptABg4cCAiIiKwbt06PH36FM2aNUNsbCyOHj2Kvn374sCBAxbZQLddPXr0QFBQEF68eIE7d+7gwoUL6nYJjXnz5iE6Oho//vgj9u/fj86dO8PHxwfPnj3DjRs3cP36dZw7dw7+/v5W8bdt2xZOTk5YunQpsrOz1bMLPvroIyGboYafnx82b96M//3vf4iKikKfPn0QGRmJwsJCPHnyBCdOnEC7du1w6NAhozyLFi3CkSNHMHPmTBw7dgxNmzbF3bt3sW/fPvTp0weHDh2yeVp4t27dsHXrVgwZMgTNmjWDVCpFv3790KhRI5t4KSjEBqWK4GYim/vgu/81xVsbruBpegFWnYnHrL4NtI59kJyL19dcRG6RAm1qeGNCxxpa3/u5OcDbxR7pecV4mJIPbw+3cmuHWEEIQVImO6spxNsJEsYZAHD3eQ6KFEo4yMxL6ElBQUFBUXVgVaakWrVq4euvv8bXX3+NR48e4cSJEzh37hySkpKQnJyMzMxMeHp6wtfXF0FBQWjTpg06depkNGEaReUAwzBYt24d+vbti99++w2HDh1Cbm4u/P39UatWLSxZsgQ9evRQH79o0SJ4e3tj3bp1WLFiBQICAvDaa69h3rx5aNiwoRZ38+bN8dFHH+H48ePYv38/MjMzERgYiF69emHmzJlaGcOdnJzw77//4r333sPRo0dx/vx5tGnTBseOHcPBgwctDrQ12/Xrr79i37596nbVrl1br118sDboc3BwwMGDB7F69Wr8/vvv2L59O4qKihAQEID69evjrbfesinw8/b2xvbt2zF37lz8/PPP6in7ZRVoSyQS9OvXD1evXsXixYvx77//4p9//oGLiwuCg4MxduxYjBo1yiRPSEgITp8+jU8++QSHDx/G8ePH0bx5cxw+fBjbtm0DYPvamh9++AEAcPToUezatQsqlQqBgYGCBNoMw8DJyQkMw+jlErAGYuCwpr6mHYTQIARHRWmoSJ94lJKLArkSzvZSNKrugc9ero8pm6Ox6swTDGsdjjAfdpQ7ISMfo1dfQHpeMRpV98Bvr7dQTxnXbEdkoBvOPkxD7LMstKxlWebxqugTKblFKFSowDBANQ8n2EkZeDjZIatAjnvPc9EoWD95JUD7CQ5V0Ses5RDaFpXVltQnSkF9goUYfcIUGGLtQkyKMkVeXp563+jc3Fx1RmtdqFQq3L17F4QQREZGWh3sCZF8y1YOMWgQgkMMGoTgELOGDh064Ny5c8jKyjK5v7qQ7eDuN4BdR24ub3Fxsd42ZZZCDBxi0CAEx39Rw87oBLy/9Tpahnth21vtQAjB6NUXcfpBKrpH+mP1mJZIySnC0F/OIi4tH7X8XbH1zbbwduHn/+Kv21hz5jHGtA3F3AG2vZiqCtcjOj4Dg1acRZCHI85+3B0AMGrVBZx+kIqFrzbCiNahZa5BLBxi0CAEhxg0CMFBNQjHIQYNQnBQDdZzmBufcbB9cRVFlYA1yZ64fbS5dzW2JvASMgFYeXNo2qIyt8PW+kL7hG6yOwDYtGmTenq/qSBbCA3WcqhUKiQnJ0OlUiEnJ8dmDWLgsKa+ph2E0CAER0VpqEif4BKhNaruCYAdGZjbvwFkEgb/3knGjisJGL36AuLS8lHd0wkbxrcyGGQDpeu0byVmWqy7KvrE03Q2t0ewt7O6rKEZ67RpP8HCEp94lJKLTReeQKE03i9XtE9YyyH0/fFf8Imy1CFkfWs5qE+wEKNPmIL1m+xSiAq2JmsyZ302H4qKitT7C1vLYasGsXBwtqjs7bC1vpA+0bRpUzRr1gz169eHVCrFtWvXcPz4cbi5uWHJkiVmcVSULVUqFR49egRvb291lnxbIAYOa+pr2kEikVTadgjBUZE+wSVCaxRcutyilr8rJnSMwC8nHuGDbdcBAL6uDtg0oTWqeTjx8nCIrMYG2g9TC9TJUc1FVfSJhAx2SU6IV2mgbU7mcdpPsDDXJwrlSry+5iISMgpQKFdhfAfDyXQr2ies5RD6/qjqPlHWOoSsby0H9QkWYvQJU6Aj2lUEtq4AEMM6BzFoEIJDDBqE4BCDhokTJyI5ORm///47li9fjrt372LEiBG4ePGi2euoxdCO9PR0mzWIgUMMGoTg+K9pUKoIbiWxidC44I/DyCbeCPJwBAB4ONlh44RWCPc1PhUOAGr7u0HCAOn5cqTkFlmoXBtV4XpwI9oh3qUvKDhb332eg2KF6VkxYrCDEBxlqeHn4w/VLzVWnXpk1K5ibkd5clANwnGIQYMQHFSDsBzGQAPtKoKqsP2QGDQIwSEGDUJwiEHDV199hZiYGGRmZkIulyMpKQmbNm2yaNcCMbTD19fXZg1i4BCDBiE4/msaHpYkQnOxlyLCV3u5RUhQAJaNiMJLDQOxYXwr9R7ZpuBkL1UH5Hee2Tb1ripcj6cZJYG2xoh2iLcTPJzsUKxU4d4L0zYSgx2E4CgrDfFp+fj5xEMAgINMgmdZhdh9TX95kVA6xGBLITioBuE4xKBBCA6qQVgOY6CBdhWBrSPa3P7NlkJzSq21HELVr2gOzhaVvR221qc+wYJhGHh4eIBhGKSmptqsQQwc1tTXtIMQGoTgqCgNFeUT3PrsBkEeehnEU1NT0TzMCz+Pao7GwZ4WnZ9bp33nebZF9aqiTzxNZ0dZg71KR7QZhkHD6uyLC0PTx2k/wcIcn/hi320UK1RoV9MH7/dkd7H55cRDqFT8v38q2ies5RD6/qjKPlEeOoSsby0H9QkWYvQJU6CBdhWBrSPa3JpaS8+pmWbfGg5bNYiFQ9MWlbkdttanPlEKqVSKevXqQSqVwtPT02YNYuCwpr6mHYTQIARHRWmoKJ8oXZ+tv8WULTq40e87zy0b0a5qPqFUESRllqzR1kiGBphOiEb7CRamfOLYnWQciX0BmYTBvP4NMKJ1KNwdZXiUkofDt58LpkPI+tZyCH1/VFWfKC8dQta3loP6BAsx+oQp0EC7isDWEW2lUmnVOYuLi9XntobDVg1i4dC0RWVuh631qU+UQqVSISEhASqVCrm5uTZrEAOHNfU17SCEBiE4KkpDRflETEImAP312ZZw8EE9om3h1PGq5hPPswuhUBHIJAwC3B21vjOVEI32EyyM+UShXIm5f90CAIxtH47aAW5wc7TD623DAbDrtvl+A1WFfkIIHVXRJ8pTh5D1reWgPsFCjD5hCjTQpgAAq/cZLi4utplDqPoVzcHZorK3w9b61CdYaD4QHBwcbNYgBg5r6us+GCtrO4TgqAifUChVuP2sJBEaz4i2LTrqVWNHtB8k50JuYqslTVQ1n+ASoQV5OupNzecC7djnObw2ov0EC2M+serUIzxJy4e/mwOmda+tLh/bPhyOdhJcT8jC2YdpgugQsr61HELfH1XRJ8pTh5D1reWgPsFCjD5hCjTQpgBg+4i4EBxi0CAEhxg0CMFBNQjHUZlH5sWmQQiO/5KGhyl5KJSr4OogQ4SPfjZxW3RU93SCs70UxUoV4lLzrOap7NeDC7SrezjqfRfq7Qw3RxmKFaYToonBDkJwCKkhMbMAy489AAB80rce3BxLE1P6uDpgWIsQAOyottA6xGBLITioBuE4xKBBCA6qQVgOY6CBNgUFBUUZQwzBvhAcYtAgBMd/SQM3bbx+kDskEv1cHrbokEgY1PZjg/dYC9dpC6VBKA5b6j8t2W6quqf+yAjDMGgYZHo/bVs1VCRHdHwG+i8/jUUHY5FVIBdUw/x9t1EoV6FVuDcGNA3SO25ipxqQShicfpCq9nVdDls1VHYOqkE4DjFoEIKDahCWwxhooE0BwPpkappJomxNyGZr/Yrm4GxR2dtha33qEywkEgn8/PwgkUhgb29vswYxcFhTX9MOQmgQgqOiNFSET3DBXWOe9dnmchhDZDVunbb5mcermk8klIxoh/m48n7PTdm/mahvo8reT2Tly/HOpmjEJGRh5YlH6PzNMWy+/AxFCstGifh8Ijo+AwdvPodUwmDegAa8/XCwlzMGNGEDcN1R7arQTwihQwx+JQY7CMFBfUI4DjHYQSgOY7Ap0F6zZk2ZLyKnKB9w6x0sAcMwcHR0VD/8rOGwVYNYODRtUZnbYWt96hOlkEgkqFmzJiQSCfLyrJ9Wy0EMHNbU17SDEBqE4KgoDRXhEzFGMo6by2EM4Z7sjxRLMo9XNZ9IKBnR9nXifyFnLPN4Ze4nCCGYvfsGkrIKEeLthNr+rsjMl2PR3/fR/dsT2HMt0eDWW7rg84ndV9k9svs3CVLnA+DDW11qAgAO3XqOB8mlv0mrQj8hhA4x+JUY7CAEB/UJ4TjEYAehOIzBpkB7woQJCAwMxOjRo/HPP/+U+fA7hWHYOmqnufexuSCEoLCwUH3dreGwVYNYODRtUZnbYWt96hOlUKlUePjwIVQqFTw8+IMcSyAGDmvqa9pBCA1CcFSUhvL2CYVShdtJJYnQDIxo26qjWYQfAOCuBYF2VfOJpxnsiHad6j6836sToj3LhkInIVpl7id2XU3EvphnkEoYLBsehYPTO+LrwY0Q4OaAhIwCTP/jGgb9fBYvsgtNcun6hKubOw7cYLft6t9Ef8q4JuoEuKFHvQAQAnx1MBbZhXKL2mEIYugnhNAhBr8Sgx2E4KA+IRyHGOwgFIcx2Dx1PD8/H5s3b0afPn0QEhKCjz/+GLdv3xZCG4UFsPUlh0KhsLmetRxC1a9oDq5eZW+HrfWpT7BQqVRISUmBSqVCRkaGzRrEwGFNfU07CKFBCI6K0lDePnE/ORdFCjYRWjhPIjRzOEwhwKE0aVVWgdysOlXJJ4oUSjwvCSTdmGLeY8K8neHmIEORQoW7OgnR+HziUlw6fjr2wKJM7hzKy5ZP0/Px+R52y613u9dG0xBPyKQSDGsZih3jGmFm77pwdZDh2tNMDP75rMlkebo+cfRGPFJzi+DhZIf2tXxN6pnStSYYBjgSm4zOi49hzenHeJGin4ncEoihnxBCR2W9v6pSP2ErB/UJFmL0CVOwOdBmGAaEEBBCkJSUhMWLF6NRo0Zo1aoVfvrpJ6Sl2dbRUZgHW0e07ezsTB9Uxhxi0CAEB1/9xMRELF26FL169UJoaCjs7e0RGBiIwYMH48KFC4JrEIKDahCOw9fX9A/FysAhBg1CcPxXNHBTlRsYSIQmhI6I4EBU93QCYNmotpAaNDl0R4zLWkNSZiEIAZzspKgdGsh7jETCoGmoJwAg+onhH3WchhnbruObv+9i6+WnFuspD79SKFV4989ryC1SoGW4F97uWkvr++BqAZjStRYOTu+IcB9nJGQUYMgvZ00mg9PEqSdsYN67QQDsZaZ/qjYL9cKaN1qipp8LMvLl+GLfbQz7/Sb2Xk8ye/q6LsTQTwjBQTUIxyEGDUJwUA3CchiDIMnQGIZRf7ig+/Lly5g2bRqqV6+OQYMGYc+ePYKMLFHww9YRbbncvJGIsuQQgwYhOPjqL1u2DO+99x4ePXqEnj174oMPPkCHDh2wZ88etGvXDlu3bhVUgxAcVINwHKmpqTZrEAOHGDQIwfFf0aBOhGZgfbYQOlJTU1E3sCQh2nPzE6IJqYHj+O7wXTSY8zd+PxdXbhq4rb1CvJ2MDiy0CPMGAFw2EminpqbiWVYBnqSxnOvOxFn8bC8Pv/rp2ENceZIBNwcZvvtfU729w7n6Id7O2PZWOzQIckdqbjGG/3oe5x+ZHnxRKFU4EJMEAOjX2Pi0cU10jfTH3+92wsJXG8HPzQFP0wswbctVDFxxBslmTF/XhRj6CSE4qAbhOMSgQQgOqkFYDmOwKdD+5ptv0Lp1awBQB9i6QXdxcTH27NmDQYMGoVq1apg+fTquXLkiiHiKUtg6oq2ZKdoSaGbrs5ZDqPoVzcHZgq9+q1atcPLkSTx48ACrV6/GokWLsH37dhw7dgxSqRSTJ09GUVGRzRo0UVHXg/oEC4lEguDgYEgkEnh5edmsQQwc1tTXtIMQGoTgqCgN5e0TMQlsoN3QwPpsczjM0RCpDrTNG9EuC59wdffA7+efoEihwud7buHT3TeMTr0uVqiQULK22hYNXCK0EC9noxwtwtnvLsdpB9q6PnHxcbr6u/vJuTj9wLIfgWXtV9HxGfjx6H0AwJcDGyLE29lofT83B2yZ1AatI7yRU6TA62su4p/bL/TqaNrh/KN0ZBQo4OVsh3Y1+de9G4JMKsGI1qE4MbML3utRG64OMsQkZGHpv/ct4tFth7UQQ59ZWftc+uwoBfUJFmL0CVOwKdD+4IMPcPbsWTx9+hRLly5Fhw4dtEa1dUe509LSsHz5crRq1QoNGzbEN998g2fPngnVlv80bB3RtmbDdoZhYG9vrw7y/8ub12vagq/+oEGD0LFjR73yjh07omvXrkhPT8eNGzfM0tClSxcwDIOioiJ88sknCA0NhZOTE5o3b44jR44AAHJycjB16lRUr14djo6OaNu2LS5fvmxRm6hP2Mah+UDIzrZupE8TYuCwpr7ug7GytkMIjvL0CblShdiSLbcaB3taxWGuhsiSjNDmbvFVFj5x9GYCMvPlcLSTgGGAjefjMWbtRWTma6+blitV2HIxHl2XHEeHr4/h4I1nNmngEqEFezkZ5Wga4gmphEFiZgGeZRWoy3V94lIcG2hz06XXnomzSE9Z+lWhXIn3/7wGpYpgQNMgDGxW3az67o52WD+uFXrWD0CxQoW3Nl7BvpIRaw6adth/g/2uT8NA2Emt+5nqbC/D6839sOqNFgCAndEJer5gCmLoJ4TQUVn7XPrsKAX1CRZi9AlTEGTqeFBQEKZNm4aTJ08iMTERy5cvR5cuXSCRSNQBoG7Qffv2bXz00UcIDw/HiBEjcP++5W8bKYQD57SWgBCCgoIC9TW2hsNWDWLh0LSFpfW59b+ao6bmcAwbNgx//vkn+vfvjxEjRuDWrVt4+eWXER0djW7duuHEiRMYMmQIBg0ahIsXL6J3794WdSjUJ2zjUCqViI2NhVKphJOTk80axMBhTX1NOwihQQiOitJQnj5x/wWbCM3NQYYwnlFHczjM1VCvZET77vMcs9bDloVPHHuQCQAYFBWMlaOaw9leijMP0vDqirN4lJILuVKFP0oC7I933kBiJhvsHrr13CYNpVPHnY1yuDjIUL/khYTmqLauT1x6zH73Xo86YBjg6J1kPEoxfxvVsvSrX08+QlxaPgLdHfHFgIYW1Xe0k+LnkVEY2jwYShXBxztvIDmndDo3Z4fCYjkO3mSvycsWTBs3pKN1hDfqVXNHoVyFPy9ZtuZdDP2EEDoqa59Lnx2loD7BQow+YQqCBNqaCAgIwNtvv42jR4/i2bNn+OWXXxAcHKwXcAPsj3K5XI4///wTTZo0we+//y60HAozYe2IuOZInzUchBDkFyuQX6xAXpFc/be1n7LiMKdtnC0ssUN8fDyOHDmCwMBANGrUyCJbpqamIiYmBsuXL8fq1auxfv16FBUVoXv37oiIiMDly5fxww8/YPPmzVi0aBHS09OxevVqs7VVlE8IoUEMHIQQZGVlqfs5WyEGDmvqa9pBCA1CcFSUhvL0CW59dsPqHgYToZniMFdDhK8L7GUS5BUr8TjN9J6kQvuEXKnCP7HJAIB+jaqhV4NAbH+rHap7OuFxah4G/nQG3b49jo923kBCRgF8XR0wrEUIAOBKyZppazU8LZk6HuzlbJKjeRg3fbx0erimLVKz89VZyYe2CEbXuv4AgPVn48zWU1Z+lZCRjxXHHwAAPulXDx5OhhNEGtIgk0rw1eDGaBzsgZxCBRbsj1V/x9nh7MM0ZObL4e1sh9YR3ja3g2EYjG0XDgD4/dwTi5LliaGfEEJHZe1z6bOjFNQnWIjRJ0zB9sWLBpCamooNGzZg9erVSExMVI9mc0G25ppibu/dcePGoVatWmjXrl1ZyaIQGQrkStT//O+KlmESt7/oDWd7YW8XuVyO0aNHo6ioCIsXL7Z4r+YFCxbAxaV0y54hQ4bAzs4OmZmZWLJkidYI+fDhw/Hhhx/i+vXrgumnMB+25lAQC4cYNAjB8V/QEJOYCQBoZCQRmhA6GIaBTCpB0xBPXHycjouP01HTz9ViDltw/lEaMgsU8HaxVwdn9YPcsXtKe7y54TKi4zORXaiAr6sD3upcAyNbh0FJCLZdeYqEjAK8yC6Ei5GXEcaQoJEMzVQ7WoR7Yd3ZOIMJ0a4msDOOavi5wNfVAePaR+DonWRsv5KAD3rXhbuj6d0PysqvFuyPRaFchdYR3nilcTWrNUglDBYMbIQBP53GnmtJGNI8GB1r+6m/5/bO7lnPDzIrp43r6ujfNAhfHbqDxMwC/HP7BV5qZFy/bn0hNFQkB9UgHIcYNAjBQTUIy2EMgo5oE0Jw8OBBDBkyBMHBwZgxYwZiY2O1RrO54wghkEqlWsG3SqXC4sWLhZREYSYqg7NWFphjB5VKhXHjxuHkyZOYOHEiRo8ebTFHs2bNtP4vlUrh7+8PT09PhIaGanFUq8b+sEhMTDSnCWZrKGsOMWgQgsPSlyhi5RCDBiE4/gsauCnITYyszxZCB1e/TQ02aZU5WaWF1nCgZJ117waBWsGZn5sDNk9sg/d61MGcV+rj1KyumNCxBpzspXB1kCEykJ3KHf0kwyoNeUUKpOWx635DvJ1NcnCZx2OfZSO3SH8XlqtP2dFs7mVB+1o+qBPgirxiJbaaOe25LPzqzINUHLz5HBIGmNu/gcn+0JSGRsEeeL1tOADgs903UShnZ0EpVASHSxKl9W0YYKV6fR2OdlKMaBUKAFhrwewAMfQTQnBQDcJxiEGDEBxUg7AcxiDIEN3jx4+xZs0arFu3DklJbBILQ1PFnZyc8Nprr+Gdd95BREQElixZgoULF6pHvM+ePSuEJAoLoVKprFqH6uDgYBOHk50Ut7/oDQBQKBQ2Z4guKw4nO9M3ImcLU3YghGDixInYuHEjRo0ahV9++UXvGHNs6e7urlcmk8ng4eGhx8G1x5IpMhXlE0JoEAOHRCJBjRo1IJFIUFRUZPM6IDFwWFNf0w5CaBCCo6I0lJdPpOQUqacgtzWRtVkoW7ap4Y0f/2UDbc0X6HwQ0ifkShUOlazp7cczUuloJ8X0HrV56zYP88LtZ9m48iQDbUOcLNbArfP2cLKDu6MdMjPzjHIEejgi2MsJCRkFuBafiQ61fbVscekJO6W8ZTgbaDMMgzHtIvDJrhtYdzYOY9tH6G2lpQuh/UquVGHO3lsAgNfbhqNeNf3njjUaPuhVBwdvPkNcWj5WHH+Id7vXQorEB9mF6fBzc0DDANvXTWrqGNUmDL+ceIiLj9NxKykLDYKMz/Qwtx1lwSF0n1lZ+1z67CgF9QkWYvQJU7Dp1+fmzZvRvXt31K5dGwsXLkRiYqLBjOMRERH45ptvkJCQgNWrV6NZs2bw9PTE/Pnz0blzZ3Vgnp6ebuKsFHyoiBE3hmFgZ2enPre1HM72Mjjby+Dm5KD+29pPWXGYsq+mLYzZQaVSYfz48VizZg2GDx+OdevW8QZwYnhLV1E+YasGsXBIJBL4+/tDIpHA1dWyqbR8EAOHNfU17SCEBiE4KkpDefnE2YfsllD1q7nD28We9xhTHJZqiAr1gr1UghfZRYhLyzdaR0ifOP8oDRn5cng526FNDcvW9HJrpq/EZ1ilgUuEFuzF/kgzh6NFyTm57OKcLQoVKsQ+Z9e3c4E2ALzarDo8ne2QkFGAI7H622LpQmi/Wn82Dg+Sc+HtYo/3etSxuL4huDnaYc4rDQAAvxx/iMdp+TgVz9qzb8NAeLi7WaHcsI5AD0f1lHFzM7mLoZ8QQkdl7XPps6MU1CdYiNEnTMGmQHvUqFE4fvw4VCoV7x7aAPDSSy9h//79uH//Pj744APe/crq16+v/luIxEX/RdhqN4VCfxqbOefMz89Xn9saDls1iIVD0xaG6qtUKkyYMAFr167FsGHDsGHDBoMBnBhsQX3CNg6lUonr169DqVQiMzPTZg1i4LCmvqYdhNAgBEdFaSgvnzj7gJ2+3b6W6T2IhbKlo50UTUM8AZiePi6kT3DTxrvU8rR4TS8XaN9MzMKLVMtf8qszjnuxWd0zMzOB5FhgWQvg1m7+c5YE0VwSNs4Wl+PSoVARBJWMenNwspfitZYl057PPDapyZgtixUqnLqfgq2XnuLHf+9j9q4bmLD+MvovP41Jv1/G4VvPIVeq1BzJOYX44Qi7I8ys3nXh4Wx6jbgpDZp4qWEgutT1Q7FShY93xOBQybZeLzcJKpP7Y2z7cADA3mtJSM0tsri+EBrMgdB9ZmXtc+mzoxTUJ1iI0SdMQZCp45pTwwHA29sbY8eOxeTJk1GjRg2T9e3tjb9xpzANW0e0uS2mLIVKVZrB01oOoepXNAdnC7763Ej2unXrMHToUGzcuNHoKKkYbEF9wjYOza3OfH19bdYgBg5r6utu+VZZ2yEER3n5xJmSEe12tUyfQ0hbtqnhjYtx6bjwKA3DS9bE8kEon1AoVfj7FjvKO6hlhMX1g72c4OfmgJScIjwrlIF/V2jD4DKOh3izgbGvry/wz49A2n3g0iqgwUC9OtyI9tX4DDYDdoktLj0vmTYe4a33PH+9bRh+O/UI5x+ZnvZszJaLDsYaHM2NQRYO334BPzcHDI4KxrCWTlh+9AFyihRoHOyB/5VkaTcH5l5PhmHwRf+G6Pn9CVws2fIswN0BzUO9jGbKt1ZHsxBPNAn2wPWELGy5EI+p3fmXFBiqL4QGcyB0n1lZ+1z67CgF9QkWYvQJUxAkGRo3PTwqKgqrV69GQkICvvnmG7OCbAB45513cOzYMRw7dgxHjx4VQtJ/DraOaIshRb4YNAjBwVf/iy++wLp16+Dq6oo6depg/vz5mDt3rtbn2rVrgmkQgoNqEI4jNTXVZg1i4BCDBiE4qrKG+LR8JGQUQCZh0Crc9FRqIdtRmhAt3aJnUmpqKnKLFJj31y2Lkqmdf5SO9LxieDnbobbpJbd6YBgGzUPZwPfk7QSL62vuoQ2U2CL5Dvtl0jVApb+VVJ0AN7g5ypBXrMSd5znqci4TeUueaxbk6YQ+DQMBmJ72bOh6qlQE+2LY0f/WEd54rWUIpnWvjQWvNsTK0c3xZqca8HW1R0pOEX458RBdlxzHjmjWJvP6N7Ao8LXEp0J9nDFNI+B9qWEgJBKmTO4PhmEwtj37QmbD+ScoVhjf6ksM/YQQHFSDcBxi0CAEB9UgLIcx2DyibWdnh6FDh2LKlClo06aNVRw1a9ZEzZo1bZXyn4atI9q2JhATgkMMGoTg4KsfFxcHAMjNzcWCBQt464WHh6Np06aCaBCCg2oQjsPb27b9YMXCIQYNQnBUZQ3caHazUE+4OJj2WyHb0axknfbz7EI8SctHuK+LkZraHN8cvoe1Z+Jw9E4yjs/oYtYzbb9GtnF/X9PT5PnQPMwLh249x53UYovrqke0S6aOe3t7Aykle0MX5wDpDwFf7VFTqYRBVKgXTtxLweW4dEQGuEChIrj6NBMA0MrA3tHj2kdgf8wz7L6aiOnda6uDe10Yup4xiVlIySmCq4MMG8a3hr1Me5yld4NAzOhdF//GJuPPS/E4cS8FKgIMbR6MZqH6S/6MwVKfmtixBv66noh7L3LxatMgqzjM1dG3UTUsOBCL5JwiHLz5DAOaGp7HIIZ+QggOqkE4DjFoEIKDahCWwxhsGtGeP38+nj59ig0bNlgdZFMIA1tHtLn1DpbC0dHRZg6h6lc0B2cLvvrr1q1Tz/ww9BkzZoxZGo4fP27wesfFxamDel0OQgiOHz9udnuoT9jGIZVKERkZCalUKpp1RBWxpkrTDkJoEIKjojSUh0+cflAybbymedPhLNKhUgJX1gEbBrEjtjr1nezNW6et6xPxz1Ox4dwTAMCTtHx10GkM7LTxkmzjjatZbc+okqncl+MsG4VXqYjWHtoAkJmcCGTGlx6UdJW3Ljd9/HLJtmIqj2AUylXwdJKhloE9yJuHeaFDLV8oVAQ/HXtgUJchO/xbkkitcx0/vSCbg51Ugj4NA/HtgFo481E3rBgZhfmvNjR4Lks1GIK9TIKtb7bFrolRaBziZRWHuTrsZRKMah0GAFh+9IF6VoK59YXQYApC95mVtc+lz45SUJ9gIUafMAWbAu1PPvkEfn5+QmmhqEBYs/0RwzCQyUozctu6hZKt9SuSQ9MWlbkdttanPlEKhmHg6ekJhmFEkxmzIrKEatpBCA1CcFSUhrL2CZWK4NxDLhGaeYG22TqenAV+7QL8NR14+C9w6lve+lzmb2OBtq5P7LyRprWv9O6riSblXHhcOm28bQ0fq+3ZsLo77KUSpOfLEW8k6NLF1aeZyClSwNVBhlBvduTerVBHd8nLCF00D+eCe3a6eGzJaHrzMONrk9/ryY6Ob7+SYDBANGSHf0r2p+5ez98gvyZHNQ8n9G1UDQ4yy3dcsOZauDvZo0mNaub1Exd/A1b1ADKeWKVjZJtQuDvKcD85Fz2/P4FfTz5k18ubWd8SiKHPrKx9Ln12lIL6BAsx+oQpCLJGm6Lyw5oRcUII8vLy1HVtHVUXIuN8RXFo2qIyt8PW+tQnSqFQKHDp0iUoFAoUFhbarEEMHNbU17SDEBqE4KgoDWXtE3ee5yA9rxhOGhnAtSAvBH4fAOycBCjlvBx6yEoAto8D1r4EPI8BpA5s+ZOzACF69VubsU5b0w65RQqsP8+OAg9pHgwA+Ot6EuQ8gY8mNKeNy6QSq+3pIJOiUTC7wJsLfM0Bl+28Rz1/9QixIulGybclwbKBEe2mIZ6QSRg8zy5EfGouDl97xJZXN/6Dr3mYNzrWZke1lx29z3sMnx0SMvJx53kOJAzQta7pQFvU/UTaQ+DQx0DCJeDol1bp8HV1wJ53OqBtDR8UylVYeOAO+i8/g+s6MynE0E8IoaOy9rn02VEK6hMsxOgTpmDTwsNx48ZZVc/R0RG+vr5o2rQpevToAXd3d1tkUFQg6HZspaC2YEHtUApuynll3g9ciPqaU+8rczuE4ChLn+D2z24V4c0/PfjBP8Cj4+zf9i5Av+8M6yAEOP09cGIxoCgAwADNxwCdZwE/NgPyU4GUu5C6aGejjgr1gp20JIhMz0eYD/86bc4Om84/QVaBAhG+LljwakMcv5uC1NwinLyXgu71AnjrKpQq/H2TnTbet2RvZFvs2TzMC1eeZOBKfAYGlwT7xkAIwcGSQJvbmxkAZOklwW9EJ+DxCeDZdXa6vURbm7O9DA2C3HE9IQuXnmTgTir70qNluOm10O/1rINT91OxIzoRU7rW0rMvnx3+jU0GALQI94aXiX3VDXFYgjLtJw59BKhKklPe2A50eB8IqM97qDEdEb4u2DyxNbZfScCCA7G4/Swbr644gzfahePDPpFwtJOKop+whUOo+hWpgT47SkF9goXYfMIUbAq0161bZ3MSLicnJ7z33nuYM2eOIEmLKCgoKMQGW/tJsXCIQYMQHFVVw5mS9dkdDE0bj/2r9O/LawDfumAav65/nEoJ7H+fXY8NAGHtgT5fAdUas/8PbgnEnQKenAbTYIRWVW6d9qW4DJx/lGYw0AaAQrkSv51i94Z+u0tNOMik6N8kCGvOPMbua0kGA+0jsS+QllcMT2c7tK3pw2sLSxBVkuwr+ol5I9rXnmYiKasQLvZSdK5TunxOknaX/aN+fyDhMiDPA1LvA/6RehzNw7xxPSELf15OQJ6cwNleivrV3MzS2rmOH07cS8Gyow+wZGgTre/57HCkZH12DzOmjRvisARldn/dPQTcPwxI7IDqzYGn54Hji4BhG6zSwTAMhrYIQddIf8zfdxu7ryVh7Zk4ZOQVY+lrzUTRTwjBQTUIxyEGDUJwUA3CchiDoNt7WfPJz8/HwoUL0bdvXxQXW571k0IYiGGKrhg0CMEhBg1CcFANwnGIYYsxITjEoEEIjqqoQa5U4eJjdi/mdrV4MnAr5cC9Q+zfDQax//79McjdQ/rH7ZzEBtmMBOj3HTBmf2mQDQDhHdh/n5zlbYfmNl/GsPVKAlJzixDk4YCBzdjsz6+W/Hv41nPkFOpzy5UqLD7EBrQjW4fCTsr+jLHFnlFhngCAuy9ykM1zTl1w08a71wuAo13paAiTUhJoBzQstZehhGglo9eXSqarNwvxBDEz6eJ7PesAAHZdTURcap7Wd7p2yCmUq9fL9zDw4kIXYvNttqCQHc0GgLZvA68sBcAAsXuBZzE26fB1dcDS15ph1estIJUw2H0tCbuuJoiinxCCg2oQjkMMGoTgoBqE5TAGQQJthmFs+hBC8O+//2L27NlCyKGwAtYmjHJycrKZQ6j6Fc3B2aKyt8PW+tQnWEilUjRu3BhSqRTOzvxb8VgCMXBYU1/TDkJoEIKjojSUpU9cf5qJvGIlvF3sUS+QZzlW3CmgMAtw8QMGrwKajQaICs4H3wFe3GKPkRcCW18Hbm4HJDJg8Gqg5XhA941/WLsSzjNw1rjfOZQG2mm8L6mkUikiGzTEb6fiAACTOtVQB8wNq7ujpp8LihQq/H3rhV7dPy89xaPUPHi72OPNzqXbgtpiT383R4R4OYEQ4Fp8ptFjCSE4cIObth5Y+kVBJiS5bAAOv0ggqBn7t4nM4xxaRXib3YamIZ7oWtcPShXBjzprtXU5Tt5LhVxJUMPXBTUMZDTXhSj7iXPLgYzHgGsg0Gkm4F8PaDiY/e7YQkF09KgfgGnd2IRzn+2+hVQBlm6Koc+srH0ufXaUgvoECzH6hCnY/AtUN/mToZFrQ98DUAfbP/zwA549e2arJAorYO0WSJoByH95Kyeg1BaVvR221qc+UQp7e3Y9ZFZWls0axMBhbX3ODkJoEIKjIjWUlU+cecCOWrat4cOfuTp2H/tv3b7smuF+3wHhHcEU5wGbhwHpj4DN/wPuHgBkjsBrW4CGg/hPHNwSkNoDuc+RE39d72tunfazrEKDmbwP3ErFs6xC+Ls5oGfN0gCQYRj1qLZu9vG8IgWWHmEDy2ndasHd0Y7XFtagYTX2x9YVE9PHYxKykJhZAGd7KbpoJhbjRrPdggAnT5OBtr+7I0I19sJuFeFtURve7cGOau++mohHKbnqcl0O9bTx+uaNZvNxWArB+4msRHWWe/T6EnAomWLf5SN21sW9g0DCFUF0TOlaEy3DvZBbpMB7f17jzUZuCcTQZ1bmPpc+O0pBfYKF2HzCFGwKtI8dO4YDBw4gIiJCHTh369YNy5cvx+7du7F371789NNP6NGjhzqobtCgAQ4ePIj169fj1Vdf1QrClUolfv/9d9ta9B+FrWsMrF0fn5dXOm3N1jX2QqzRr0gOzhaVvR221qc+wUKpVOLy5ctQKpXw8eGZymshxMBhTX1NOwihQQiOitJQlj5xpiQRGu+0cZUKuLOf/btef/ZfmT3wv99BfGoBWU+B5a3YBF72rsDI7UCdXoZPbOfErpEF4JV1W+9rJ3spmgR7AuDf5quoWI4f/okFwI5mBwVobxM6oGl1dZteZJcOK/526hFSc4sQ5uOMESV7IXOw1Z7t67Cj09HxxgPtAzfZwYCukf5a08aRwrZHvR6bC7Sf3wCUCvCBG9WWMkCjIDeL2tAkxBPdIv2hIux+0Bw0ORRKFY7dZROhmTttXJfDGgjeT/zzGSDPB0LaAI2Glpb71gYav8b+fWyBIDpkUgm+H9YUbo4yxCTl4kcN21oDMfSZlbXPpc+OUlCfYCFGnzAFmwLtzp0748cff8Tjx48hkUiwc+dOHDlyBG+//Tb69++Pl19+GZMnT8bhw4exa9cuAMDt27exevVqjB49Gjt27MCiRYtACFEHiqdPnzbr3GlpaVi7di1GjRqF+vXrw8XFBQ4ODggODsbAgQPV5zOG/fv3Y8CAAQgMDIS9vT0CAwPRr18/7Nmzx2i958+fY+vWrfjoo4/Qs2dP+Pj4qKfBHz9+3Cz9QsPWNaRcqvyK5BCDBiE4xKBBCA6qQTiOtDTDewpXJg4xaBCCo6ppyC9W4GpJgNi+Jk8itMTLQO5zwMGdzYjNwdkbGS/9Ajh6spmcHT2B1/cCER1NnzysPQCg6N5R3q+56eMXeNZpH7j5HC/yVPBytsOI1qF6tgjxdkaLMC8QAuy9lgQASM4pxK8n2W2wZvWO1Muqbqs9a3qwfFfjM6FU8T9P2WnjbKDdTyPbOCuwJND2q8f+610TsHdjM7an3uXla12y53gtbxkc7aQWt+HdHuw0593XEnEzkR2V0eS48iQDmflyeDrbISrU02xeMfk24k4DN3cAYIC+i/WXMXSexS5zePgvEH9eEB3BXs5Y8GojAMDyo/fVuQ+sQVXrayqzBiE4xKBBCA6qQVgOY7Ap0P79999x6NAhMAyD3r17Y+DAgQaPHTBgAPr06QNCCHbs2IE//vgDADBz5kxUq8Y+sAghuHnzplnnDgwMxLhx47Bp0ybExsZCpVLBzs4OiYmJ2LNnDwYNGoS+ffsiP19/2ppSqcSYMWPw8ssvY+/evUhOToarqyvS0tJw4MABDBw4EOPHjzcYvP7yyy8YNmwYvv76axw5cgTp6dZ3wkKhoka0heQQgwYhOMSgQQgOqkE4DrG8da0Kb8GF4KhqGi7FZUCuJKju6YQwH571Zly28dq92JFsDXjVbAGM3smu2R57EAhubt7JS9ZpOzy/zPs13zrt/GIFfjr2AHP+YoPSse3C4Gwv47UFlxxtV8n08R+O3Ed+sRJNQjy110aXwFZ7tqwTDFcHGXKLFLj3Iof3mFtJ2XiaXgBHOwm61NUehVcH2v4lgbZEAgQ1Zf82MH18UFQwZvSsjQlNXKxqQ+NgT/RuEAAVAcasvYTHqXlaHNy08W51/SGTmv9zTzS+rVQAB2axBS3GAtWa6B/oHQE0Hcn+fXS+YDr6NwnCoGbVoSLAe39eQ1aBdQmTqlpfU5k1CMEhBg1CcFANwnIYg02B9tq1a9V/R0REmDw+PDxc/fdvv/3GCpBI0L59e/WD2NygVaFQoFWrVlixYgUePnyIgoIC5Obm4vHjxxg/fjwA4ODBg3jzzTf16s6ZMwfr168HAEyfPh3JyclIT09HZmYmli5dCjs7O6xZswaLFi3iPTfDMAgJCcGAAQMwb948dVsqEnREWzwcYtAgBAfVIByHWN660jfQVVMDt61Xu5o++i9dCQHulKzPrvcyP0f15sCA5Qb3I+ZFSGuAkYLJSgAy4/W+jgrzhJ2UQVJWIR6m5GLdmcfotPg4vvn7LnIKFYjwkGJ0mzCtdmiiX6NqsJMyuP0sG4duPsMfl54CAD5+KZL3xbKt9szMSEezklFfQ+u095eMZneL9Iezvc7Lt5Q77L9coA2UBoYGAm07qQRvda6BEHeWy5o2LB7cBJGBbkjNLcKoVRdw63GS+jtu/2xD26QZgmh8O3YPkHwLcPICun1m+OBOM9mcAXGngMcnBdMxvWM1hHo7IzGzAB/vjDE408EYqlpfU5k1CMEhBg1CcFANwnIYg02B9s2bN9UPvOjoaJPH37hxAwAbFHJ/A0BAQOlDoKioyKxzHz16FBcuXMDkyZNRo0YNdXl4eDhWrVqlDrA3btyIp0+fqr9PS0vDt9+ySTUGDhyIpUuXwteXnWrn4uKC6dOn45NPPgEALFiwAMnJyXrn/vTTTxEfH4/du3fj888/R48ePczSLGZYu2G7i0vpHqkVtXm9WDg4W1T2dthan/pEaZ0WLVpAKpXCw8PDZg1i4LCmvqYdhNAgBEdFaSgrn+AC7fZ8+2cnx7KJzqQOQK2eBjkshoNr6TrkuDN6Xzvby9C4ZJ32y8tOY+5ft5GaW4RQb2d8O7QJDn3QHZ4uDgY1eLnYq5ONTfvjGpQqgh71/NUj5YK1Q6O+sf20NaeNv9RQZ9p4fjqQW5Ih3a9uabmJhGiA7T7h4WyHDeNbo4avCxIzC/DOjntIySnCw5RcPErNg52UQac6BvZVN8RpqY7iPODCSuDGdiA5Fh6u1mUT1usnokty9rScCDh7G67sGQJEvcH+vfV1YNdbwM0d8LC3bQAiyM8bP7zWFFIJgwM3nmPcuktmbf+mCTH0mZW1z6XPjlJQn2AhRp8wBZsCbS7pESEEFy5cwJdffmlw5OfHH3/E6dOn1YG5ZsIkzf2zzR3C79q1q9HvuVFtALh8uXRq25EjR1BYyCZXmTlzJm/dGTNmQCKRID8/H1u3btX7Xogf7mKDSmVdZk3NetZyCFW/ojm4epW9HbbWpz5RCq5v41vCYinEwGFtfc0+vjK3QwgOoX0iI68Yt59lA2BHtPXAjWbX7MoGxzwcViOcXaeNJ/y5VdqUrEEulKsQ4O6A+QMb4sj7nTEoqjqUitKAxZAGLvt4sUIFCQN82CfSoBQhfKJ5SXKyc4/SkJar/dL/9rNsPEnLh4NMgm6R/tqVS6aNq9yDSzNiAxoJ0W4CimIYgq0+4efmgI0TWqO6pxPi0vIxevUF7LiSAICdwu+mkZ3dHFisY+9U4OAsYMd4YEUbyL4JA37uAOx8E4jZys6qMAOa/UTBszvAo+Psf5qNNF250wzAKxwoyACubwG2j4Ps+zrAmj7A2eUGE9IZQ35+PpqFemHZ8GZwtJPgxL0UvPrTGTzW2bvcFIc1ELLPrMx9Ln12lIL6BAux+YQp2BRoc1PBue255s6di/DwcLz55puYP38+vv32W7z//vto3Lgx3nvvPQClU5w1p5E/efJEzePnp7PuyUo4Ojqq/9bcmoc7FwDUr88/Tc7V1RXBwcEAgEOHDgmiR+ywdo13QUGBzRxC1a9oDs4Wlb0dttanPsFCqVQiJiYGSqUSdnaW/dDlgxg4rKmvaQchNAjBUVEaysIn/ol9AUKAugFu8Hd31D8odi/7b71XDHJYjZKEaHwj2gAwpl0EXm5cDbP71sOJmV0xqk0Y7GUSs32iW6Q/3BzYadX/axGC2gFuvMfZ3I6S+s1CPeHuKMOzrEL0+O4Etl1+qv7Nwo1md6nrBxcH3WnjbKBNfOtql3vXABw8AGVRaVZyHQjlE0GeTtg0oTV8Xe1x53kOVhx/CMCybOMcLNJxcyebrIyRstu+2buCURYDL24AMX8AOycC5382SaPrE06xO9gvanRhA2hTcAsEplwC3tgHtJsG+NUDQ1RA/Dng8Gzg5Dfmt6kEnB36NqqG7W+1QzUPRzxMycPAn86oZ5GYy2EJhO4zK2ufS58dpaA+wUKMPmEKNgXamttzccF2UlISVq1ahTlz5mDWrFn44YcfcPPmTa3M4gzDYNAgdn9OpVKJS5cuqb9r2LChLZLU0Mz+3ahRI95jjO2Ny32nOcW9LJCXl2fwQ1F1kJiYiKVLl6JXr14IDQ1VZ7kfPHgwLly4YDFfQkIC3nzzTTVXUFAQxo4dq7VMQhMqlQrLly9HVFQUnJ2d4e7ujs6dO2Pv3r22No3CDNiaQ0EsHGLQIASHUBpScorw2e6b2HU1AcUKy2Y9CKVhzzU2WdgrTarpH5ARx24vxUiAOi8JryO0DQgjATIeA9lJel/7uTlg+YgoTOxUQ3srLDM1ONpJ8VHfSHSu44cPetXlPUaLIy8NuHcYUFm+7z0hBG6Odtg4oTUiA92QkS/HzO0xGP7beTxMycWBG88BsEGXHkpGtJU+dbTLGUYjIdo1szTYgnBfF6wa2RiezqU/HLvX8zdSw0YdOc+B/e+zf3f8AJhwBPjoKfInnmf3YW9RMrPw8Gzgwb/mC1ApIb3JJsxFs9Hm15PZsxnze30JTDmP/EkX2fXbABvsF1q2X66mHRpW98CeKe3RNMQTWQVyvL7mIn4/F2cRh7UQS39X2TUIwSEGDUJwUA3CchiDTal0P/zwQ6xfvx7PnrFverlgmU+05ohQ9erVMWsWm0nyyJEjyMjIUB/Tu3dvWyQBADIzM9WJzDp27Ii6dUsf0Joj6Tdv3kTnzp316mdkZCApif3RwP1bVnB11Z/KpwuFQqGeki+RSCCRSKBSqdQfTXsbsr2pcm4fdEugWVeXw5xz8pXrfmcpj6YeW2CrHbkXS1z5jz/+iMWLF6NmzZro2bMn/Pz88ODBA+zevRu7d+/G5s2bMWzYMLNs+fDhQ7Rv3x7Jycno2bMn/ve//+HBgwdYv349Dhw4gDNnzqBmzZpaWv73v/9hx44dqFmzJsaNG4eioiLs3bsXAwYMwI8//oh33nmHt02WXg9dn7DUlrow5pfm+gbf9bCUR9OW3P8VCgUkEvZdpVQqBcMwWktnlEqluk5xcTEcHBzU33HLT3Rf9slkMhBCtMoZhoFUKoVcLtfi58q5foCDbh+hWa5UKtW6dI/XLedrU3FxMZydnXm1G2oTZy+uvLi4GI6OjrzazW0TZ09D2k21ydzrYew6KRQK/HD0ITZeeIoN55/gqwN38Hq7cAxvGQx3x9JHq2abOD1KpRJyOTt12lBbzWlTQloOzj5kE7n0axigda2kUikQuw8MAFVoO6gcPACFQq9NnC2M+Z7B62TvBpVffciSb0L56BSYxkMN+p6mdu5f7hi+68H53rDm1TGsOTuFnGs333VSKBRQ7ZsMyf2/oWr2BlR9v4XMzs7sNhUXF8PFxQUNg9yxa3IbrDv7BD8cfYDzj9LRZ+lJyJUE9jIJOtf2Ud/7XJskL2LBAJB71YJMpdJqq6RaE0genwBJugqm+Rt6y+u4PkKpVGrZwZo+QqVSIczTHmvfaI5x66+gcbAHgr2cLeojJBKJ3vXg9UlCIN07FUxBBkhgEyjbvweUtE3uGgQSFAllzZ6QyAsgub4ZZPtYYMJRwKemwTZx7WIeHIM05xng6AlV3b5QWdnvFTn5w7HzR5DE/gWk3IHy/C8gHT4w3CZo+57u9fBzc8CmcS0we89t7L6WhM/33MLd5zmY80p9SKD9DOHapMlh8n4qKde9P3T7fkv7Pa6uru9Z0u9x94fFfYSBPtucfk/3b93roft8MqdNur5tab+nVCotvp90rwfX95vzzOXKNe8Prh2GnsXmtImzgzW/I7g2adrSkt8RXLlmbKNZbqpN6n7CwPWwtE2GroehNlkaY9gUaLu7u+Pw4cPo2bMnnj17pjVizQdCCIKCgvD333/DzY2dAnbx4kWtYLdPnz62SIJKpcLo0aPx7NkzODg4YNmyZVrfd+/eHY6OjigsLMSCBQt4A+2FCxeqDalQKFBQUAAnJyebdNmC6Oho9fn9/PxQs2ZNPH78GCkpKQBYx+RuuMLCQi0HdXBwgJ2dHQoKCrQcy9HRETKZDPn5+VpO4+TkBIlEojei7uLiApVKpTctmGEYqFQq9bp3gHVOZ2dnKBQKreR2UqkUTk5OkMvlWmssZDIZHB0doVAotHjs7e1hb29vUZu4tfW2tMnJyQlKpdLiNimVSvVaD65NRUVFUCgUaNy4MQ4dOoSuXbvC3t4eBQUFUCqVOHPmDF555RW8/fbbGDhwoLrTMHad3nnnHSQnJ2Pp0qVauQh27dqF119/HVOmTMGOHTvU5bt378aOHTvQrl077N69W+1Ln332GTp16oSZM2eiW7duCAsL02qTrg1022ToOnF2cHBwgFQqLTPfc3Fxseo68fmeqTZx4KYYFRQUaCWAjIyMhKenJ65evao+nmubSqVCbGysOigHgBYtWqC4uBgxMTFaGlu2bImsrCzcuXNHyy5NmjRBXl6eVrmHhwfq1auHpKQkJCQkqMv5+ggACA4Ohr+/P+7du4esrNKRnRo1asDf3x83b97UsjFfm1QqFZo2bQp7e3ut3BfG2tSsWTOoVCpER0er+wsXFxc0adIEqampePTokcVtUpUEM8HBwQgODra4Tffu3dPyvcaNG1vUppYtW6KoqAiHYtjRZEcZ8CKnCN/8fRc//nsfHYPt0K+WE6q5SrXa9PTpU2RlZSE6Oho+Pj7w9PTkvU7mtmnvvXwQArQM90Lqk7t48ajUVxs3bgynWHZ9drxTIzwvaZtum7itMY35nrHrJHGqjSDcROqV3ch1a2HQ9zTbRAhBVlYW0tLSUK1aNcTFxWndr3y+Z+o6MfmpYB78AwCQXF2PpDwGwSN+MLtNrq6u8PLyUvteMydgcRd3bIiV41IC2yc19pXizo1rem2q9ewm7AA8yLZDtdRUrevkne+OOgCUTy9DBui1qUGDBpBIJIiOjmYD85J+wpo+IjU1FQ8ePIBEIsGyHm7w9mR/Z1nSRwQHByMxMRG5ubnqcj7f83t6EDXvHwakDrhZZyryrpbqrFevHpRKJS5fuQImYDjqe16FW2YsyJbXUDBqH2Luxum1KTs7W31v1Lm2DD4A0HgYUjNzreojANa3Q0NDEdxxBrBzAlRnluGqrCVUMmez+j25XK6+Hpzv3bh+FcPCCJzlzthyKx+bLsTj/vNsTGzAwM1eotWmrKwsrb7fnPspISFBfX88efIEtWvXRnJystb1trTfq1mzJgB937Ok32MYBq1bt7aqj0hISFD32aZ8T7NN3AttgB0Yy8vLU9vSmj6iuLhY63qYcz/ptqlmzZoW30+61ykkJASenp5mPXO5NkmlUvX9wT1HW7VqZVUf8ejRI/X1sOZ3BNemjIwMtS0t+R1hznUy1KbY2Fi1HZydnVGvXj2rf0dwCAwMVP8uMOd+CgkJgUUgAiA9PZ1MmjSJODk5EYZheD9OTk7kzTffJOnp6UKc0iDeeecdAoAAIKtXr+Y95qOPPlIfM3LkSHL79m1SXFxM4uPjyezZswnDMMTOzk59TGFhodFzPn78WH3ssWPHLNKbm5vL+3nx4oWaMzMzk8jlciKXy4lSqSSEEKJUKolcLidFRUXk1q1b5NatW0SpVBKVSqX3IYSYLC8uLuY9xtTHEIc559Qt59NgKY9cLreqHeZwmKuFa4e5x/fq1YsAIJcuXTJpy/z8fCKTyUhAQADv9W7atCkBQB48eKDmGDlyJAFA9u3bp3f80qVLCQDy2WefmXU9OnfuTACQgoIC8tFHH5GQkBDi6OhIoqKiyOHDh4lKpSJZWVnknXfeIUFBQcTBwYG0adOGXLx40Sxb6n6M+WVZXQ9jvq1QKMjt27fJrVu3SFFRkfq+5I7n/q9ZrlKpSHJyMm+57vHcOTXLFAoFIYSQ1NRU3nKuLzDUR2iWp6WlEYVCwXu8bjlfm5KTkw1qN7dNycnJBrWb2ybOnoa0m2qTudfDWJsu3IknYR/uI3VmHyBp2flk66Un5KWlJ0nYh/tI2If7SN1PD5Dr8WkG25SSkkIIISS/qJg8y8g1qZ2vvMeSoyTsw31kw7k4fe3Zz4lqjgchc9yJPPWxwTZxtjDme8auU+b5TYTMcSeqZS2M+p6xNqWkpJj0PVPXKefod6yORSGEzHFnP9Eb+NskLyKqI18Q1Y/NifzJBa3rwdfWvdcSyaTfL5HbiRn6bcp6xp53jgdJTnyi39bkB+z383wIkRcabZOmX1rTRyiVSi0Oa/oIvuvB1ybVgmqsjc/8qKcxNTVVW2NGAlEtiWTtsHEIkRcVGm5TZhJrqznuhDy7YXUfwdlTqVQSolQQ1Q/NCJnjThQnvjWrjzDnehy6kUjqf3aQhH24j3T46l8t/+DaZM71MNUmk9fDRHlqaqrF95NueXJystV9hKYtre0jFAqF3vWwpk26fb+lbUpLS7P4fjJ0Pcx55hq7Htb2EZrXw9o+Qvd6WPI7givX/U1j7PoZahPf9bC0TVzfb+79lJOTo47PcnNziSnYNKLNwcvLCytXrsRXX32Fo0eP4tq1a0hLSwMhBH5+fmjatCm6du0KLy8vIU5nEDNmzMDy5csBAN9//z3GjRvHe9yXX36JhIQEbNy4EZs2bcKmTZu0vq9Tpw769euH77//Hk5OTlrTTISG5lZIhiCTySCTaV8qzSkQmjMIDM0mMFUuk8ksTvhESt42clNDdDks1WJIgyU8nBZbYIzDGLdSqYRUKtVqhzk83CipZj1DtkxPT4dCoUBYWJjWCCmHiIgIXLt2DcePH8e4cePAMAxevGC3nalRo4aenoiICADAsWPH8MUXX2h9Z8wnXnvtNdy4cQP9+/dHQUEBNm3ahFdeeQVnzpzBm2++iaKiIgwZMgQpKSn4888/0adPHzx+/Bju7u68NjAEU35pjn0tvR585RyHJo9MJtO7Bpr3KSkZlfDw8ICPjw/v9dK9rzW5deHl5cXLwfUF5pR7enryHgsY3k1BU4uPj4+WTUwdD2jbgWEYLVtYol2zXNeehrQbKrfkehgqv/KMHYFtV9MH3m5OGNoiFEOah+D8o3Qs/vsOrsZn4t0/Y7B3age4SlntDMOobeHt7Y3M/GIM/eUcHqXmYf7AhhjeKtTsNt19noP7KfmwkzLo16iavsZ7BwEQIKgZZD7hBtukaQtDvmfserg16AUcBJjUe2Dy0wBXP4PHc9o1fQIAvL29bb4eLo8Osm3o/CGQlwqc/g7YOw2MawBktTW2NXt+A9g1GcwLNv+K7NoGILQVvL29Dbb1lSZBeKVJEK8Waepd9rxe4fAJDNYaLQMA+NYAnLzAFGQAL25BVj1Kq76pfsKSPoLv3jDUJmPlhq6HVCoFVCpg31R2S6/QdkCbtyGTaPuql5eXtkbP6sDwzcCaPmDuH4bsxAKg5xd6/Lm5ufC4tQ2MSg4S1AxMYENISnSaq12zXMu3O34A7Hkb0gsrgDZvATLn0jbxQCaTmbwevRsGYaevGyb8fglP0wswdOUF/Di8KbpFsgnodPs7c7Wbe3+Y2+9xv70tuZ90y7kdgazpI/j80lQfAWjfG1Kp1Oz7w1g5H4clbeKeoZb4pKHrYc4zlwMhhL0/NJ6jxp7Fptpk7vUw1iY+W1rSJkO/aQwdz00J1/w9Yc310C3n+n5z7ydLYwybkqHpwsvLC4MHD8aXX36JFStW4Oeff8YXX3yBQYMGlXmQPWvWLPX+2N988w3effddg8fKZDJs2LABf//9N0aMGIH69esjNDQUbdq0wcKFC3H16lX19NU6deoY5BETiI3rkg1ty2YKmtN2reIghH1gF+dBkZ+l/tvaT5lxmGFfzhaW2CE+Ph5HjhxBYGCgVtI+QxxeXl6QSqV48uQJ7zV//PgxAODevXtqDi6TP/edoeN1YawdqampiImJwfLly7F69WqsX78eRUVF6NGjB0JDQxEdHY0ffvgB69evx6JFi5Ceno7Vq1cb5DMEa/1SDBxKpRJ37tyBUqlEenq6zRrEwGFNfU07CKFBCA4hNBy+yebv0NzqiWEYtK3pgzVvtEQ1D0c8Ss3DZ7tvaq0z5GzxIiUVb264gvvJuVCqCD7eeQNLj9wzuy/fXZIErUtdf3i52OsfUDJtHJEvG+Wx2ZaFAPwbsP95wp99XBeC+0RmPJinFwAwQINBQPfPgcavAUQJbH0DSIxmt3c6+Q3wa1c2I7a05AX6w2MAIdZrSCmZnulfj5+DYYzup13p+onzK9jrbO8KDFwBSPR/nPLWD2oGDPiJ/fvMD8DltVpfK5VK3ImNBa5uAADk1RlktX5eHY3/B3iGAnkpwJV1ltc3gLqBbtgzpQNaR3gjt0iB8esv47eTpdNYxdBnisGvxGAHITgqSgP1CRZi9AlTsGlEWzPKd3V1xbNnz9RrhcsTM2fOxJIlSwAAixcvxowZM8yq16tXL/Tq1Yv3u5MnTwIA2rdvL4zIMoato7gVliJfng8sZEcKhEiwX2YcnyQB9qZnHwDm20Eul2P06NEoKirC4sWLte4nQxzOzs7o3Lkzjh49ihUrVmDKlCnq73bu3Ilr164BYBMCchwvvfQStmzZgq+++grdunVTb32XlpaGpUuXqo+3pB0LFizQmo0xZMgQ2NnZITMzEwsWLFC/jbSzs8Pw4cPx4Ycf4vr166aNYoGGysTh6+trswYxcIhBgxActtbPzC9GTBK7hrWr7p7KALxc7PHj8GZ47dfz2HU1Ee1q+mBoi9J1XYQQfHMiCRcep8PVQYb+TYOw+UI8lh65jxfZhfhyQEPIpIbfg6tUBHuusoH2wKbV9Q8ozAYen2D/NrCtFwdBbBnWDki+xQZgDQZax2ELbpbkpAjvALiXZAXvvwzIfQE8OgZs/h/gEQIkleRViHwZ6L0AWN4SyHoKpD2Er28t685dknEcfpGG2xHUDHh4lDfQ1oQY7g2jHPEXgH/nsX/3XgB4R1hWv9EQ4MUtdrbBvneB9EdAj7nqYN01MxZM6j1A5gTXNm/Y1ghdHVI7oMP77HnP/AC0GAfY8WyHZ047dODtYo8N41tjzt6b2HLxKRYciEWwlxNealRNFNeUahCOQwwahOCgGoTlMAabRrQ1M0V27dq1QoLsGTNmaAXZM2fOtJnzzJkz6iQCb7xhe2dfHrB1RFteknWvojmqAsyxg0qlwrhx43Dy5ElMnDgRo0drb2FijOO7776Dq6sr3nnnHfTp0wezZs3CoEGDMHToUDRu3BgA1FmqAWD48OHo2rUrTp06hUaNGmHq1Kl466230KBBA/VUbr4pM8Y0NGvWTOv/UqkU/v7+8PT01EoUIZfLUa0a+8M3MTHRmEl4IRa/tJUjNdW8PVfFziEGDUJw2Fr/xL0UKFUEdQPcEOzF/9xrGe6N93uyM6I+33ML91/kqL9bcfwRdkYnQiph8NPIKCx8tRG+HNgQDANsufgUb22MRkGx4S2qLsWlIymrEC72Uv7tm+4fBpTFgE9twM/4tliC2DK85IX0k7PWc9iCGyWBdqMhpWUye2DYBiCwMTuKmRTN7mn96q/AsI3s3syhbdhjHx61XgMXaPvXN8zBjWg/u2aUSl2fEEBeYPRYkxw2gJcj8ynw50jWr+r1B6IM/zYyqqHbZ0DHksGQsz8Cm4ept93yTzjEljcYiNRc2/ttPR1NRwDu1YHc5+qRc4vqG4G9TIKFrzbCpE41AACf7LqB5OzCKtHfVRUNQnCIQYMQHFSDsBzGYNOIdkBAgPrHc/XqPG/VyxgzZsxQTxdfsmQJPvjgA5s5c3Jy1KOEvXr1QqtWrWzmLA/YOqJtaD2LKWiuc7CKw86ZHS0G1Fsw2YIy47Az/RKJs4UpOxBCMHHiRGzcuBGjRo3CL7/8oneMMY4mTZrg0qVLmDNnDo4dO4Zjx46hVq1aWLlyJTIzMzFz5kz4+fmpOWQyGQ4ePIivvvoKmzdvxq+//goPDw+8+uqrmDFjBurUqaOeXm6uBs211prHe3h46PkEZ0trglVr/VIMHFwGe24dka0QA4c19TXtIIQGIThsrX/sTjIA/tFsTUzuXBPnHqbh9INUvLP5KnZOboNLLwi+P/cAAPDFgAboXIe990a3CYOfqwOm/XEVR2JfYOSq81j9RkveaeHctPGXGgby708d+xf7bz3j08YBgWzpWBJov7jF7mXt4mO0jqA+kXwHeHEDRGIHpl5/7e8c3ICR24FtYwAXX6DPV4CHxm+VGl2BxyeBh0fh2Zw/p4tREAKkcIF2pOF2cIF2ciwbQNuV7mLC20/segu4sx94fTcQ3MIiSUZteXMn8O8X7MuX0DbsGuugpoBMOw+NHkdxHvDHCPaFRUAj4NVf2Cnx1miQSIDunwEB9YHdU4AH/wC/dQfz6q/wec7OJESz0WXTT8gcgPbvAgdnAqeXsi8LZDzLLgzVNwGGYTCjV12cvp+K28+y8eGOGPw6qpnpijw8QvaZlbXPrYrPDms5qE+wEKNPmIJNI9odOnRQj6RaM1plCz788EN1kP3dd99ZFGRfuHABCxcuxO3bt9U//ouKirB//360a9cO169fR0BAAFatWsVbX6VSITU1Vf3h9gEHgKysLK3vNLcsKUvYOqKtu2edOWAYBs7OzmqHt4YDDMNOybZ3gVLqqP7b2k+ZcZgI3jVtYcwOKpUK48ePx5o1azB8+HCsW7eON1mDKVtGRkbizz//RHJyMoqKinDr1i1MmDABN2/eBMBukaC7JdqcOXNw9+5dFBUVITk5GStXrlTfty1a6P+Ys+p6Arb7hAAaxMAhlUrRpEkTSKVSra1yrIUYOKypr2kHITQIwWFLfaWK4Pg9dmsQ3tFkDUgkDL4b1gS+rg64+yIHkzdfw7KLmQCA11sFYWTrMK3j+zQMxKYJreHuKEN0fCYG/3IWCRn5WscUKZTYH/MMANCrjqf+SeWFwIMj7N+RxqeNAwLZ0tW/ZJ02AR7+a7KOoD5xczsAQBHWCXD21v/eLQAYd5Ad3dYMsgGgZjf237hTyM3K0K9rCjnP2dFYRgL41DbcDvfqgIs/oFIAiVe0vtLrJ4rzgFs7geIcYNebQHE+P6cBGNRACHBsIZDxGLh3CDgyF1jTC/gqFFjbFzi7XD2KrsVBCLD7beB5DODsyyY1M7GMyqzr2XAwMO4Qa5u0+5Cu7g6psgDwrgmEtSu7fiJqNOAaAGQnANe3WF7fBOxlEix9rSnsZRIcu5uC9acfWswhdJ9ZWfvcqvbssIWD+gQLMfqEKdgUaE+dOlWdIfGff/5BfHy8ULqMIj4+HosXLwbAjiJ+/fXXCAwMNPjhppZzePbsGWbPno0GDRrA0dER3t7ecHFxwcsvv4ybN2+ibt26OHnypMG90uLj4+Hn56f+REWVZhEdOHCg1ndbthjvyMUCQ5n/jIEQArlcrg7yreGwVYNYODRtYai+SqXChAkTsHbtWgwbNgwbNmwwmOXQGg05OTn466+/4O3tjZ49e5rFwWXcf+211wTRAID6RAlUKhWSk5OhUqkE2blADBzW1Ne0gxAahOCwpf7V+Axk5svh4ShDsxBPk8f7uzli6bCmYBjg5L0UFCtV6FU/ALN680/pbhnujR2T2yHIwxGPUvIwaMVZ3E7KVn9/7E4KsgsVCHR3RLvaPIH+o+NAcS4bwASZHk0TzJZ1erP/3vvbZB3BfIIQ4AYbaJOGQ0wczIPAxoCzD1CcC6e0m5bXT77N/utdE7BzNNwOhgFqdGb/5l6ClECvn4g7zU7PBoC0B+wItAUwqCEpGki7D8gcgZ5fsuvUnX0ARSG7tv7wbODHZsCVdXDQnCVx8hvg9m5AYsdOufcM5ec3R4MugpoCk44DIa0BwvqCqtkogGGMcshVcqQWmJ7uycth5wS0m8b+fWAGsP4V4OQSIOEymzDPmnbooE6Am/r+/vboY8Sl5llUX+g+s7L2uVXt2WELB/UJFmL0CVOw6Rdo27Zt8dVXXwFgMy736NEDZ86Yl3XUFnAG5v5+8eKF0Y/u24rmzZtj1qxZaNOmDfz8/JCbmwsfHx9069YNK1asQExMTKXJNi4UrB0R1xyxt3VU3db6Fc3B2YKvPjeSvXbtWgwdOhQbN240GGRzHKmpqbhz547e+pGCggK9LNhFRUUYP3480tPTMWfOHDg6OmrpyM7Ohi62b9+ONWvWoGXLlhg0SD/DK/UJ2zhUKhUePXoElUpVqUfmba2vaQchNAjBYUv9oyXTxtvX9DaasEwTHWr74p2ubLKtGp5SLBnSUB1Y8KF2gBt2vN0OdQPckJxThGErz+HsQ7Yf2F2SBG1A0yB+jjsl08Yj+7HTdE1AMFtygfaDf/QCFl0I5hOJ0ewIrZ0ziiN6WF5fIgFqdAEAMI+OWV5fnXE8EoCJdtQq2WLsvn6grdVPPCiZERBQsgvFhZ/Z6e1mwqCGmK3sv5H9gPbTgNc2ATMfAlMuAX2XAB6hQM4z4K/pcFjVCbi1G7i9Fzi2gK338ndAWFvbNPDB1R944y+oWk5Ejmd9qJqMMsnx0cmP0GNbD5xNMp4TwCBHi7FscK8sZm179EtgVXdgcQTwx0j1untb7o1x7SPQtoYPCuQqvL/1GhRKw/e7LoTuMytrn1vVnh22cFCfYCFGnzAFmxYvcvtUV69eHYmJiXjw4AE6deqEiIgING7cWL3PGR8YhrFqux8ACA8Pt+nHc0hICL7++mur69t6for/Hr744gusW7cOrq6uqFOnDubPn693zMCBA9G0aVP1/5cvX4558+Zhzpw5mDt3rrr8ypUrGDRoEHr27ImQkBBkZ2dj//79iI+Px8SJEzF16lQ97tatWyMkJAT16tWDo6MjLl68iOPHj6NGjRrYtm2b0aCfwnZU5hcGYtMgBIct9blAu1MtnmnKRvB+zzroUscHeYn34WwvQ0GB8ZwF1TycsPWttpj4+2VcfJyOMWsuYU7/+urzD2haXb8dSgVwl91P2tS2XhwEs2VwS8DJCyjIAJ5eKE2QZi6HSgnc2MauHfYKN69iybRx1H0JRGPds0Wo2Q24uQPSJ+YHs2qoM47XA2DClrW6A2DYrcWyn5VmR9cAIRpT77t8yI5+X1nHrmV++yy75twEeDUo5eqRfzTWmL3EMIBfHfYT9TpweQ1w8htIMh4B2zSSnbV+i/3eTFjsUzIHqHp/hVs+l9GiZPq/IY5Lzy/h8JPDAIAll5dg28vbIOXZYsyoDnsXYNzfQOp9Njv/o+NA3Cl2GcCdfcCjE8DQdSCBrS1rhwYkEgZL/tcEvb8/gej4TPxy4iHe6VYbShVB7LNsXHycjouP0yFXqvDFwIao7mnYf6tCvy0GDUJwiEGDEBxUg7AcxmBToL1u3Tp1IM0wjDoD+aNHj3j37OXAJZuyNtCmEB62JhATgkMMGoTg4KsfFxcHgF0LsmDBAt564eHh6kDbmIbQ0FB06dIFp06dwosXL+Ds7IyoqCh89913GDx4MK+OYcOGYefOnTh//jzkcjkiIiLw6aefYubMmbyJzUxpMBfUJ1iIYYsxITjEoEEIDmvrJ2YW4M7zHEgYdv9qS8AwDJoEe+Lyc8ZsDR5Odvh9XCu8v/UaDtx4jtm72OnNdQPcUK+am34OkPhzQH4aG/CGmRfoCmZLiRSo3QuI+RO4/7dFgbadnR1wdhlwZA4Q2Ah485TJvBhQKUu39Wo01Pp21OjKyn9+nX1J4ORlfl11xnE20DaqwcWXncqfFM0G0FGj9Q6xz0tip4szUiCiEzva/vAYkPkE+Hs20P9Hk5J4NTw8BuSnsmusa3blryhzANpMBpqOhOLUD5Bd+oVdglCjC9CL/5llkQYLwcehIip8e/lb9f/vZ9zHgccH8EpN/lwERnVovmRoNZH1p2fXgcOfAU9OA5uHwrHHfKD9FMMcJlDd0wmf9a2LD3fdxtIj93ExLgNXn2Qgp0h7xkfMT2ewdkxLNKzuYXk7zEBl7nPFxiEGDUJwUA3CchiD7YsXAXWAzTCM+sOV8X0oxAfN6fiWQHMk1FoOoepXNAdnC77669atM3pPEEIwZswYLQ1z584FIURrNBtgA+2tW7ciPj4eRUVFyMjIwL///qsVZOvqmDt3LmJiYpCdnY2CggLcvn0bX375pcEg21A7jh8/bvAejouLw+PHj3l9ghCC48ePGzyXJRoqCwfDMOpZPQUF1m3VowkxcFhTX9MOQmgQgsPa+txoclSoFxwY49Oj+WCNTzjaSbFseBTGtAtXlw1oFsTP8X/2zjo8irNr479ZibuTBCI4wd2LS5ECxUoFKC1VqtQF+raF6lv3UkqdFiiF4lpcggUJEIgnEPdsVuf7Y7Ib29juUjbvl/u6ciXZmXPPec4++8w+c+zi39LvduNB3rDn6Da1Zdsx0u968rSrz4my7GQpTxbg+tmGhUonHpD6ZDt5QeuRlo/DMwT82iOIhkaFaKPTVAodlzbaKpUKURQ5k3WGMl1ZTZm25eHjV3aYXqpsC90lyVNLy77g5Cl5sKd8DghwchXE7ajJWQ1m7RDzm/S7y3Spn3RdcPKgqPej8NhpmP4dzP6lwXOpTh3qQUPWiW2J2zifcx4XhQv3dJI87J+e+hSNMafdGj1kcgjpCXf/Cd3vAtGAcseLsPmZelMh6sLotp6M7xyEziCy73IWRWodbo4KhrX355mx7Wkf6E5WkZqZXx1mV2wGYPs1s6muuf9L9w5rOZrnhAR7nBP1wSYbbePm2txr5n6aYXtYa1dLQoerl9m3NvzYFuHLN4ujsi2a8jislW+eE1VlOnbsiFwur/OBRkNhDxyWyFe2gy10sAWHpfLGtl4jOgZYbYvGyMtlAksmdWLppE6M6hjInL5SQaoqHKIotYQC6Fh/tXEjbGrLNiMlb2zWRcitPaqtxpw48YlUZZvy+9jhz+q/sDFsvNNkUDhYNw6jl/fq7obLxG2XPL6uAVK/ciRbbE7YzF2b7+KTU5/UlDE+iLi617R5q2wLl/TD0vE2IytkwgdD/4elv/96FEpz61Srhh3KCivmRdeZDRqah4cHuPlLlcHrqTDeIB0agPrWCY1ew0cnPwJgfuf5PNrjUQKcA0gvSef3S7/bTA8UDnDbpzBqqfT/sa/h11mSHS2Ap6cnb93elQdvac2rEzvx96LBnFkyhu/n9+WR4W3446EBDGnrR6lGz/0/RPPD4USbr5lNdc39X7p3WMvRPCck2OOcqA9Wb7Tr89I1e7T/HVhr1+rFtRp6TY1GY7q2JRzW6mAvHJVt0ZTHYa1885yogMFgIDU1FYPBUKUFoKWwBw5L5CvbwRY62ILDEnmVRs/BK1JBshEdAqy2RWPlBUFg3qAIvp3bGy8XqfdvFY5rp6EgBZSutYcHm4FNbensDa3KC2bFba9VpsqcuBaDcOpH6YDRexu3DbIu135RnRou/CX93WVGTT0aC2Obr6u7pQcWDcFpqWMD3WaZPL55eXmmAl1mC3UF9wBnH1AXQOoxoJIttGrE+H/K9RlZVW7kK+DXDoqvw4ZFUphzLahhh9iNUmVx37YQ3NO8UH0cjcSNWCdWX1pNWnEafs5+3NPpHpwVzjzU/SEAvo75mmJNzRY9Fo9DEGDwkxSO/xwUzlKo/9e3QMwfddreHPLy8vB0VvL8+A7cOziCziGeyGUVjhEPJyXfzevD7D4tMYjw6l/n+c/G8yQlp9hszWyqa+7/yr3DFhy2tkVTtaU9zon6YFWO9p49FlTpbMYNwc3KIdVoNCbZ/+/5GkZbNPVxWCvfPCckGG8IQUFB+Pn5Wa2DPXBYIl/ZDjKZrMmO43B8NmqdgRAvZ9oHulu05t7QORFbHjbeZqTUwsgSDmt1AGg3RspxvbwN+j1gVsZkh8BAZNteRECEqGnQfY40jkubpGrbEz8wf9HjK6TCVW5Bplx0q8YRNkhqX5WfDLnx4Nu67vOLMyvC47vfZXrZz8+PCzlSy6+r+Vcp1hTj5uBWISeTS+/P2T+kBxFhAytsoUlAoS2WWm616F71ekpnmPolrBgrpQdsfBwmf2I2j72GHWJWS7+7zqo/7702jkbC1utEoaaQr2K+AuCR7o/gonQBYEqbKaw6v4rEwkS+P/89j/Z41Go9KsOj353QshP8eoc0L9bdB/+8DUOfkbz9DQipb4gOSrmM5dO60NLHhXe3XeK7g4kkpzny5X0tbLJmNtU193/l3mELDlvboqna0h7nRH2wyqN9yy23WPXTDNvBWo+2Vlt3Bdx/g8MedLAFhz3oYAuOZh1sx1G9RVtT5bAHHWzBYYm8MT97eAd/BEGwP1vGlrf1akTYuC30qCHfbpz0O3E/qGt6GStDuLwZEvcjyh1g9GvSiwPKi0+d/hVKcmoK5SZI7ZhAqsxdXnHaqnE4uqENKvf2NiR8POZ3EPUQ0svU2gsg5XoK8QXxAIiIpk13FdTS5ktmrDYeOdx8W7aQXjB9BQgyOPUjbHvRrPe9ih0K0iryzrvOqH9c5jgsgK3n9oqzKyhQFxDpGcmUNlNMrytkCh7v+TgAP1z4oUZvbZuMI7gHPHIMRrwiRWzkxMGfC+GzvtIcrSd/u6E6CILAI8Pb8NHs7gDsTFRzLr3QduOwEv8LOtiCwx50sAVHsw625agLNsnRbsbNh7UebYXCquAGm3DYgw624LAHHWzB0ayD7Ti8vRtRydiOOexBB1twNFZeFEV2x5bnZ3cIuCk61MmRHQfZl0CmqMgD/pf0qCHv105qz6XXSG2TaoFg0CDbuQQAccAi8JLyzgkbCC26gU4FJ76rKiSKkjdXWwrhQ6DnPJuNQ96+fAN8tZ5IPVGsCBvvPqfKoUwyMVTqbX42+2xN+eptvsohxJdv8NvU0Q+8021wW3n++pHPYe9bNU6pYodzawBRCudvaMu06hwWwJZz+1rxNX668BMAT/V6CoWs6lo8stVIuvp1RaVT8eWZL22qh0neyQOGLoYnzsLIV6Xw/9yrsP5B+KwPnPq51g13Y3W4rXsIk7tJrd+Wb7mIKIp29X40ZR1swWEPOtiCo1kH23LUheaN9v8IrPVoW9qwvfIG5GY0r7cnDqMtmvo4rJVvnhMSZDIZ/v7+yGQyCgoKrNbBHjgska9sB1voYAuOxsonZJeQXlCGg0LGgEg/i3W4YXPC6M2OuAWcvSzjMIOs0iwOpx/mbNZZ4gviySjJoERbUmUzWUNeECq82nHmq4/LZDJa5+xGyEsAt0DyO8+vKj+gPAT42DdSPrYRp36U+h4rnKVWV5U8v9basyigj/RH4n6p73RtuHYGMi+A3FEKH66EE6knqvxvdqNtbPMFcGUnMpmMQHcFXIuRXjPmi9eG7nNg/LvS3/+8JbVFq4QqdjhTKWy8EbCndeLT05+iMWjoHdiboaFDa8gJgsATvZ4AYO3ltSQXJlulR2XUkHd0hyFPwxMxUrE0F18ppPyvh+HTXnDqpxpzxxIdnhnTHqVc4GhCHrtiM2/K+2Frjv+v9w5bcdjaFk3VlvY4J+qDTTfaGzduZO7cubRr1w5PT0/kcjlPP/00oijy448/8sMPP/DDDz9w+PBhW162GTaAzFyoWj0QBAEnJyeTN90SDmt1sBeOyrZoyuOwVr55TlSVad26NTKZDFfXxlfurQ574LBEvrIdbKGDLTgaK380Qar03L2lF84Ocot1uGFzwtjWq+NEyzmq4XD6YcatHcfCHQuZs3kOt62/jVFrRtH/l/70/bkv2xK31S5vavO1Hcy0xpOpcvE7t0L6Z+QSXL2r9STvNAXcg6X2XefWSa8VXoNtL0t/j3gZfCIbNI6Gwim8rxQarC6EtBO1n2j0ZneYUKPndnyJFDber0U/oJaNNlRp8yWTyYjQJyAgYgiIAvfA+pXtt1AKZQbY/jJErzQdMtnh+jnIPA9yB4iaUj9nJdjLOnE1/yobr0oPkZ7q9VStkXt9gvowOGQwOlHH43se56szX3Ei4wRKJ+vqc9Q6Dkd3GPwkPB4Do/8j9SfPS4S/HoFPesGZ3+rnqAMtfV25b4g0v5dticXBqeE1F8yhKa658L9x77AVh61t0VRtaY9zoj7YZKOdkJBA3759mTJlCj/99BNXrlyhqKioSn/tFStWMH/+fObPn8/cuXNtcdlm2BCWeMRFUaSsrMwka61X3RYV6W8WR2VbNOVxWCvfPCcqYDAYuHr1KgaDAY3GfJ/XxsAeOCyRr2wHW+hgC47Gyh+Nl3KF+0f4WKXDDZkTBWnlG0MB2k+o8/xSbSlP7X2KpYeWUqQpquCohuPXj/PY7sfQGDQEugQS7BqMh4MHckF6yKDWq/kl9pda5QkfLFU/L74O189UPWbQI259HtSFiC26Qbc7anIoHKDv/dLfhz+TwrU3PSVV6w7pBf0fMm8LK6DR6SFymPRPbXnaOrVUyAygx501Dhtzsqe3m45MkJFZmklGSUZNHmOe9tW9GHQaik6vB0AbVtNjWyuGPA2DnpD+/vsJ+HwgbH8Z/eWdoC2r6J3dbmyNBwL1wV7Wid8u/oaIyIiWI+ji38V0rjY9nYK/NyFWeojzRM8ncFY4cyX/Cp+e/pR5W+cxbO0w7t12LyvOrkBbV5SCpeNwdINBj0se7tGvg6s/5CfBnw+Y+sJbaotxYTJ8XJTEZ5Xw69Hk+oXqQFNcc+F/495hKw5b26Kp2tIe50R9sHqjfeXKFfr27cuJEyeqbKyhat7w/PnzTcevXr3K8ePHrb10M+wAtmid9L+CZltIaLaDBIPBQFZWFgaDweoaCmB9HQZbcFhaadtoB1voYAuOxsiLomjyaPeL9LVKhxsyJ4wbv1b96/WGfnnmS3Yk7WBt3Fpm/z2bS7mXauhxMuMkj+x6hDJ9GUNChrB52ma2Td/GwTsOcuruU2yaKvVkPp11mryyPPPjUDhWtBi7XKnNV3EW/DgFoVxn/eg3QSYzz9FrHihdpFzmTU/Dpc1SZfDJn5oKoNWwhRUQBEEqRAa1b7QvbQFVnuRtN55bjlJtKUlFSQD0DuxNG682AJzLPleTJ6Snqc2XIekIjqkHATBEDGuMwlL48oBHAUHyXh/6BJe1c+DtMKkyOzQ6bFyivvnrhFqv5u94KVJjVoeKMRhUKpLmzSd98WJyV/1ger29T3vWTV7HC31fYHTYaHycfNAYNBy/fpwPT37Ihyc/vHHjcHCFQY9JHu4hT0uv7X4dDn9msS1UBbk8NlKaQ5/vT6KwzPKCnE1tzTWiqd87bMlha1s0VVva45yoD1ZttA0GA9OmTSMnR3raLwhCrQpPnDgRWaUb6vbttffYbMa/D3uYrPaggy047EEHW3A062A7Drm85sagKXLYgw624JDL5YiiyG/HktlzKbPOc1NyVVwrKEMpF+jZqsIzaBe2lMngzK/SP91m13nupdxL/HBB2pj4OPmQXJTMnZvvZFPSJtM5Z7LO8PCuh1HpVAxoMYAPhn+Ag9zBdFwQBFp5tKK9d3sMooF9qftqH0e7sdLvy1ul3ynH4auhkLAPUelKXLcXTD23zXK4+ED3cq9xdPmmcehiCOxk3ha2eD9ajwAESD0Ou9+oWdX7tOTFp9vsGpv9S3mXMGAgwCUAP2c/uvhJHliz4eMyuSkXW3b4Yxw0eYhKV2jZv3FKCwKMfROeuQq3r4DudyG6BUl9s7Wl0ma+kcXxwHZzOy4vjticWIs4dqfvplhbTKhbKP1bVNgl68OP0CZLHt7szz9HV6kHbqh7KHM6zuG/w/7L3pl7WT1uNYt6LALgl4u/kFKUYtE4GgwHF6lY2rAXpP+3vYhDzI+N46iEWb1DifR3Ja9Uyxd7r1rMYy9r7s3WwRYc9qCDLTiadbAtR12waqO9evVqzp07Z/oSWlfYrK+vL+3atTMdP3r0qDWXboaNYTDUzKP7tznsQQdbcNiDDrbgaNbBdhxqtbr+k5oAhz3oYAsOtVrNhzvjeH7dWR788QRFdXiLjiRID5K7hlbkZ5t00JTA0a8lr626qNE6WAtdSjRkXQSFE0RNrfU8vUHPa4dfQy/qGR02mr9u+4vBIYNR69W8Ef0Grxx8hRMZJ3hwx4OUaEvoG9SXj0Z8hKPc0Szf8FaSN3dPyp7ax2Hc4KWfhL1vw8rxUJQOvm3R37udnBbDTKfWytH/IaD8IVdAJxj8VK1jtMnc9moJI8tzn/e9Cxsfq6gmXXQdruyQ/u5eM2z8fPZ5ADr5Sg8CjBttsx5tMOVpy8o5xfDBqC2t2+jqC12mw5TPKFhwBB4+Are+B3etkaILGglrbFmiLeGPS39wx993MG3DNGb9PYvj1xsfwbjuipSbf3u725EJ0lfV0lOnyP1BelikCAjAUFRE9iefmpUXBIFgx2AWdl3IwOCB6Aw6PjzxYaN0sNgOtzxnCut32P68VJW8OsoKIOYPOPkDaErN0ijlMl4c3xGAFQcSSMtXWaSOvay5N1sHW3DYgw624GjWwbYcdcGqjfbatWur/D9r1iwuXLhQJXy8Mjp1km5Aoihy8eJFay7djGq4WR43B4cKb8f/96dbRls09XFYK988JyTIZDJCQ0ORyWS4ublZrYM9cFgiX9kOttDBFhybL+bz0a44ANQ6A3suZdV67tH48rDxSvnZJh32vQtbnoFfZsDb4bBijOQJTdgn5clWg63nhGvcX9IfHSaAk2et5/1++XfOZp/FTenG832fx8vJi89GfsaiHouQCTLWX1nPvK3zKNYW0zOgJ5+M+ARnRe0FmIa1HAbAofRDKJ1rKTjlHlRRXXvvMjBopfZU9+9GFtipYXPCt7WUC+3oIbW1UjiYP6+cI6s0i22J29AZGp++YtJhyNMw8UOpX/XJH+CPuaBVQcxqEA3Qsh/4takhb8zPNm60O/t1BuBczjn0BjM76NYjq/0/wjafDXd3COgo5biH9LKMwwI9zuec57XDrzHi9xG8e+ZdzuVIDxhERF47/Bplupqfh8qo/Nm4lHuJ83nnUQgKU99sg1rNtZdeBlHEc8oUgt95B4C81atRXzXv7TWO46leTyEgsD1pO6czTzd4TBa/H8aw/n4PSv9veBTOroHSXGnT/fNMeLcNrLsPNiySenJf2GCKoKhsi5EdA+gX4Y1GZ+DdrZZ9b7aHNfd/5d5xs3SwtS2aqi3tcU7UB6s22sePH0cQBERRJCIigp9++okOHTrUer6fn5/p78zMusP1mtE4WFvwyZK8WkEQcHBwMG3yrc3NtUVu783iqGyLpjwOa+Wb50QFKt8Q8vPzrdbBHjgska9+Y7zZ49hzMZNX/pK8j6He0mZy27nrtZ5/pLwQWuX8bID8vDw4W/6w2dUfDDpIOSptvldNkqoP5yVVkal1Tliyfus0cK78+t3m1HpaRkkGH538CIDHez5OgItU4VsmyFjYdSHv9H0HHyfpIUI3/258PupzXJQudV66k08nAl0CUelU7L5SSz4zVLT5EuQw5k2YsQqcPBo3J277DJ5NkPKa60B+fj4vHXiJxf8s5vUjrzf6nlhFh97zJV3ljlJF9x+nwcnyEGAz3myQNpoAUb5RALTxaoOzwpkSbQmJhYk1Bdz8IbhiTLK2o2/6Z8NSjp9jf2b237NZc3kNpbpSWrq25OleT7Np6iYCnANIKkziizNf1MlReU6subwGgBGtRuDnLH1vzP70MzTx8cj9/Qh8/jlc+/fDbeRI0OvJKN901zaO9j7tmdpWivh4N/rdBs8Nq2wpCDDuLVRRs6UHNOsWwnttpVZgcdukPvN+7cAjFApS4Pe74cepkB1XxRaCILBocAgA60+ncyIpr54L23gcNuL4X7h33EwdbG2LpmpLe5wT9cGqjXZWluQFEASBoUOH1uv1qby4lZaaD5VphmWw1qOtVDa+DYYoiqhUKtP7agmHtTrYC0dlWzRU/p133jHVNThy5IjFOmi1Wrp3744gCFUedBk5vv/+e9N1avsZOXJkDd7mOWEdh16vJzY2Fr1eX+Uho6WwBw5L5CvbwRY6WMMRk5rPwz+fRC/CtJ4hfDZH2ujsuZRJmbam1zE1r5S0fBVymUCvsKqVm/3UyVCQLFXXfjxG+rntM6n4lIsfFKbCb3dK4eXlqDEntCrpnI+6Qcb5xg0mbhuysjxwC6ooPGYGbx9/mxJtCV39ujKj3Ywax8d2GMvayWtZNngZX4/+Gldl/a1OBEEwebVPFp6s/cR+D8DARTB/Cwx8VNp8YMGckCvq1anMsYzD16TWoevi1vH9+e/rlamMGjp0mgx3rZW86cmHICdO6t9tJkS/VFtKQkGCJFbu0ZbL5Ka/62vzpXENRu8ZZhef8cZynMo8xXvHpQrbo8NG893Y79h0+ybmdZ5HK49WvNxfasm26vwqk9ffHIxzolhdbCqCNr3ddABUZ8+R8913ALRYsgS5lxcAgc8sBoWCkn/2UXzgYJ3jeKT7IzgrnInJimF7UsNqBFltS0HA+fYvoOtsEPXSw7iAKBj2Ijx8FB49Lv0MfUZqwxa/Bz4fgGHbK1yMOWH6fAyOCmN6r1AAnl1zxuxadUPHYQOOpn7vsJW8pRy2tkVTtaU9zon6YNVGW6GouPk1JIcxLS3N9PeNdtX/f4O1Hm2t1rKKlsbJbg2HreRvNofRFg2Rj42N5dVXX621f19jdHj99de5cuVKrRzdu3dnyZIlZn+ioiTvy9ixY63SoTKa54QEURQpKChAFEWys7Ot1sEeOCyRr2wHW+hQF0dOsZqh7+xh8Nu7eW3jeY7E56DTS/em5JxS7v3+OCqtnn5hHrw1rStdQz0J8XKmVKNn3+Wa4ePGsPHOIZ64OVbd7JVGl+ddth8vFUHyDoMed8G0r+GBfyQvd8ZZ+OtRk8e6ypzISIff50oe0/wk+HkGFKY33Ainy4ugdZ1ptgo3wN6UvexI2oFckPPqgFeRmzkvOzsbP2c/JrWeVK8nuzKGt5Q297uTdmMQa7n/O3vDmDegVb8qL9+IOfHbWamdldE7/8GJD9iVvKvB8mZ1iBgC8zeDW3k1906TwcmjxmmxubGIiPg7+Zs8sFCRp302q5aNds+5iKF9SY6cg1ibDo3Ev8mRrcpm8d7F6EQd48PH8/4t79MnqI+pQC5I+fzjwsehF/UsObQErcH8WmqcE9sSt1GsLSbYJZh+LfohajRce+kl0OvxuPVW3EeNMsk4hIfjc6cUzZH59luI1SKPKo8jwCWA+VHzAWluaPT1t/SxiS1zc2HK5zDnD3j0BDx8CIY9BwHlD8UdXKS+8A8fgbZjwaBFdvhjQncuRCwrMOnx8oSOBLg7cjWrhP/uuNw4HexgXtn7vePfkreUw9a2aKq2tMc5UR+s2mgbnwKIoljDI1cdBQUF7N271+R5DQysuw1JMxoHaz3alR+a3CwOe9DBFhz1yev1eubOnUu3bt2YOtV8AaOG6nDy5EmWL1/O8uXLa+Xo3r07S5curfHz4osvcv36dRQKhdne9k3Blk2Fw8fHp/6TmgCHPehQF8dfp9NJzi0lNU/FyoOJzP76CH3e3MniP84wb+Uxsos1dGzhwddz++KgkMIyx0YFAbD1fM3w8aPlhdD6R1a7nsGAc3x5NW1zRcg8Q2HmjyBTwPl1cPDDavJ6fP95UQohVTiBdzgUpkm5mw0pqlaSLckCdDcfNl6qLeXNo28CcE/UPbT3aW/2PEvfjz5BfXBVupKrzq294FcDYe2cMIgGdqRLRcWe7fMss9vPRkTkhf0v1OlFbZAOQV1gwQ645XkY9ZrZU4zXMOZlG1Fn5XEAzxD087aQHTK6bh0agX+LQ2fQ8dy+58hUZRLpGcnSgUtN30Oqyz/f93k8HT25mHuRVedX1cm7Nk5Kh5jRfgYyQUb2V1+jvnwZubc3gS+/VON8v4cfRu7piTruCvlr1tQ5jrlRc/F39ietOI1fL/5a7xhtZkuZHNqNMZvbb4Jva7jzd7hjNaKLH26FV5D9MRd0anx8fPBycWD5NGk+fbM/nhNJuY3TwUr8r987mpIOtuBo1sG2HHXBqo127969TU8V4uLieO018zchrVbLggULKC0tNRVK69OnjzWXbkY1WOvRruyFvFkc9qCDLTjqk3/77bc5c+YM3333Xa3pFg3RQaPRMG/ePPr378+jjz7aaI4///yTnJwcJk6caPbBlzn5YcOGIQgCarWaF198kVatWuHs7EyvXr3YuXMnAEVFRTz22GOEhITg7OzMgAEDiI6Ornc85mAP76ctOPLyGp9XZ48c9qBDXRybz14DYEavUG7vGYqXi5K8Ui1rTqQSn11CsKcT38/vg05VbJIZ11naaO+8kIFGV9Uza+yf3T+ian42adEIhWng4AZtRmEWYQNgfHnu6M7XIE76fCAakP39OMKFP6W+0LN+hnv+AtcAyQP++1zQ1xNBcXYNGHToArpIha/M4OuYr7lecp0QtxAe7PpgrVSWvh8OcgcGhwwGJM+5NbB2Thy7foz0knTcle6MbDWS5/o+x6CQQah0KhbtWkRGSUaV89OK01h1fhVLDy0lW5Vdvw7eYTD8BfBoYfawcaMd4RJR5XXjRjsuL67eYmD16tBA/Fscn53+jGPXj+GscOaDYR9UiYaoLu/r7MtzfZ4D4IvTX5jC7KsjpSyFszlnUcgUDPMbhjohgeyvvgIg6JWXUZj5Qiz39MSv/P6X9fEn6IsqHlRV18NF6WJq9/VVzFfkl+XXOcab8n60H4f+jtXo5c7IEvfBnw+Qlys98BvZMZDpvUIRRVj8RwwqTcPuS/Ywr+xBB1tw2IMOtuBo1sG2HHXBqo32rbfeCmAqiPaf//yHyMhIoGLj9+eff9KiRQv+/PPPKl7XiRMnWnPpZtgYxsICjYWjY0XrEEs5bCV/szmMtqhL/ty5c7z22mu8/PLLprBtS3VYunQpcXFxrFixwmxEQ30cK1ZIvWnvu+++Ruswa9YsVq9ezeTJk5kzZw7nz59n4sSJnDx5kkmTJrF3716mT5/O1KlTOXbsGGPHjqWwsLDeMTV2DPbMIZPJiIyMRCaT4e7ubrUO9sBhiXxlO9hCh9o4rhWoiC4vFPT0mPa8P7Mb0S+N4tf7+zN/UDjD2vvzw4K+BHo4VZHvFeaNn5sjhWU6U+EzgOsFZSTllCIToHd41fxszv8p/W5/Kyidale0973Qcy4gwpp7keXF0zX9F2QxvyIKcpj+HbQdJXm056wGpQtc3QV/P1F3gbTT5WHrtXiz9QY9f12VKpI/3fvpOkPCrXk/jHnae1L2NErO1nNi/ZX1AIyPGI+TwgmFTMG7Q9+ljVcbMlWZLNq9iIu5F/km5htmbpzJuLXjeC/6PdbGreXbs99arYOxEFr3Ft0pjY4mtktXcn/+mSDXIPyc/dCJOi7mmq8Y/W+vEyXaEvNV0BvBsSd5j8lu/xn4HyK9IuuVnxg5kUEhg9AYNCw9tLRGuoFMJuO0eBqAES1H0MqvFQVr14JOh+ugQbiPH1+rPt6zZ+EQEYE+N5eU++4nbfEzpD37LKVvvU36Cy+SsXy5qd/25NaTaefdjiJNES8ffJnfL/3OrqRdnMo8RXJhMqXaivpBN2vNlYX0pPDWLxBlSjj/J16Hl5vWg1cmdiLIw4mE7BLe3Xbphulgaw57vnf8m/KWctjaFk3VlvY4J+qDVfGQc+bM4eWXX+batWumzXZiYqLpuCiKJCcnmzbdxsJLrVq14vbbb7dK8WbYFpZ4xAVBqFIkyhIOURRR6aTekAaDwepN0Y3icFY41xmeX9kWtdUr0Ol0zJs3j44dO/L888/XqUN9tjx+/DjvvPMOy5Yto127do3mSEpKYteuXYSEhDBu3LhGy2dnZxMTE2PKMR8zZgyzZ89m1KhRjB49ml9++QWFQoFer6dHjx4899xzrFixgieffLLOcTVGB3vnkMlkBARIFZ7LysqqtD2zBPbAYYl8ZTvYQofaODaflUK/+4R7E+QpbX4VchkDWvsyoLVvrfJymcCYqEB+OZrMlnPXGdrOH6gIG48K9sTdqVIxPIMBzq+X/u48rW5FBQFufVfqdZ1yFNm3o3BRS3mXZWPfx7nT5IpzQ3rC9JXw2x1w6ifwCoNbnq3JmXEerseATImq9QTMfUU4lXmKbFU27kp3hoUOq1NFa96PISFDkAtyruRfIaUwhZYeLRskZ8s5UaQpYmeSFC1gbAUF4O7gzqcjP2XOpjnE5sYyY2NFITiZIKO1V2vi8uLYmbSTZ/s8a7EOJdoSEgsSAYh0jST/229Aq6VgwwZ87ryTzn6d2Zuyl7PZZ+ke0L2G/L+5Tqw4u4IPT36IXJDj6+xLgHMA/i7+BLgEMCh4kKk/el0cKUUpvHRACuG+q+NdjIuoef8wJy8IAq/2f5Upf03hZOZJnt//POPDx9OvRT9clC6U6cvYfU2qYD+j/QxUJSUUbNgIgNfsWXXff5VKAp57ltQHH0J15gyqM2dqnKPNyCT0ww+Qy+Qs7r2YhTsW8k/qP/yT+k+V8xSCgnmd5/Fo90dv2pork8nw7jUVHA2wZgHyEyvAswUMfQZPZyXLb+/C/JXHWXkogXGdg+gbUdPTb60Otuaw53vHvylvKYetbdFUbWmPc6I+WLXRdnBw4IcffmDMmDFVemdX/lJa/XW5XM7KlStt0tu2GTcXxgrTzs51b0Lrgkqnot8v/eo/8Sbj6JyjdXqFKtuiNixbtowzZ85w9OhRqyphq9Vq5s2bR48ePXj66act4li5ciUGg4H58+db9Fl88803qxRymz59Okqlkvz8fF5//fUqnHfccQfPPfccZ8x8+flfhl6v59y5c3Tu3Nku8sRtwWGJfGU7yOXyGzYOY9j4rV3Mh/fWJT8uKohfjiaz48J13pjSGblM4Egt/bNJOQpF6YgO7gitRzRAWUeY+QN8PQyKJB0Nt76P2HlWzXPbj4Nb34NNT8GeN6WNev9HpIJJRpz+Rfrdbixyd3+zl9yWKOVvj2g1AqW87rXGmvfD09GTHv49iM6MZk/KHu6JuqdBcracE1sTt6LWq4nwiKiRIx3iFsJHwz9i4Y6FaA1a+rXox+hWoxnWchhuDm4M/W0oGaUZnMs+RxvXOvJn60BsjlQILcg1CH9Xf65FnwBAfSEWg0ZDF78upo22Ofxb64RWr+WHCz9I1xT1ZJZmklmaCeVBHKsvrebh7g/zYNcHa+W4VnyNx3Y/RpG2iG7+3Xiq11ON0iHYLZinej3Fm0ffZEvCFrYkbEEhU9AroBfeTt4Ua4tp6daSvkF9ydu9B11mJnJPT9xuuaXecbsPG0boF5+jTUkF0YBoENGUlaHQ68n+4guKtm6laPck3EeMYEDwAF4f9Dpnss6Qo8ohtyyXHFUOOWU5qHQqvj37Leezz7O0z1I8qFn8rjGwbs2cgnx8Nmx5Fna/IRVY7DWP4e0DmNW7JaujU3hmzRm2PD4EF4far9N877BOD1vKW8pha1s0VVva45yol99aghEjRrB69Wrmzp1LaWmpyWtdHaIo4uzszI8//siwYcOsvWwz7AQNqTb//wV12eLMmTO88cYbLF68mJ496+4HWx9eeeUV4uLiOHHihEWbZIPBwMqVKxEEgXvvvdciHXr06FHlf7lcTkBAACUlJYSEhFQ51qKFtPGp3HXg/wOqtzr7/4p/ww7p+SpOJOUhCDC+c/0b7eoY0NoXDycF2cUaTiTl0TfCx+TRrt4/2xg2rm87DoXCsTqVebgHwR2/Im5+lgSPfrTqOQ80tVQ97rMA8pOlAmq734AjX0D/h6Hv/VIrsZjfpfPqCBvfkSQVBhsbXrObgK0xJHgI0ZnR7E3d2+CNti3nhDFsfGL4RLPfPboHdGfb7dtQyBS4O1T1/w8NHcrWxK3sTNpJm06WbbSN+dmdfDqhz85GUx7VJ2q1qC9dqrfy+L+1TuxN3UtuWS5+zn78OuFXclQ5ZJZmkqXK4nzOedbFrePz05+TXZrNE12fqCF//Ppxnt77NHnqPHydfHnvlvfqfYhjDrM7zCbMI4xdybs4kHaAtOI0jl4/ajo+rc00ZIKMkr83AeAx4VZk1bxNp7Ync+nYdcYsiMKnRcUDX/fhVdvclZaW4uLigqguI+ebb7n+2n9w6dsXuZsbU9pMqRIBYcSWhC0sObSEw9cOM2/nPD4c8aGpTdu/hSpzot8DaPNSUR75GP5+Epw8IWoqL03syP64LJJySnln6yWWTq49Fa2povkeWoFmW0hoinawyTb+9ttvp2/fvixbtow///yTzMzMKscDAgKYMmWKqXhSM+wPNyu81lnhzNE50k1Wr9dbHelwozicFbV7qqvDnB3mzp1L69atWbp0qcUcIFUZ/+9//8srr7xCly5dLOLYsWMHycnJjBw5koiICLPn1CUP4OFR8ym/QqHA09OzBofxaaGlLbKshT1wNOU2ZfamgzmOLeeksPHeYRVh442RV8pljOoUyLqTaWw5d41wPxfis0oQBOgbXsmjbdDDBSn3Wd3m1sbdQIN7oJ+3hczoaFqZ0aEKRi4Bn0jY/77U+mv363DwY2gzEkoywcUX2oxGW6KqIXoy8yQ5ZTl4OHjQv0X/etWy9v0Y4D+AD/iAkxknKVAX4OnoWb+QjXSIz48nJisGuSBndPDoWs/zdvI2+/qosFFsTdzKjqQd3NvmXlxcGt7ezIgLueUbbd9OlJR7s41QnYkhauYkAFKLU8kry6tVF7ixny9jNe8pbaYQ5BpEkGsQUVRszjr6dGTZ0WX8fvl3MooyeH/k+zjKHRFFkV8u/sK7x99FL+rp6NORD4d/SJBrkMXjGBA8gAHBA6T0wqJkDqQdYH/qfvLy85jWZhr64hJKd0th5J5TplSRTb+Sz6E/r4AIO747z/RneyNXmk8XM+rh98gjFG7bjjY5maz/fkDQq6/Uqtv4iPG09mrNk3ueJLkombs3380rA14xuylvCGzxnpb2fxpPTT6c/AHW3gcyJR4dJ/LW7V2557tj/Hw0iYeGtSbQw/zaZw/rtj3oYAsOe9DBFhzNOtiWoy7YzF/esmVLvvjiC7744gsSExPJypJ6kgYEBBAWFmaryzTjBuFmFYwSBMEUkm2Q2yC/2g44zMkaw6adnMzfCAcMGABIxQOnTJlS6/VjYmLQ6/WmFl3VcenSJQRBwNPTk9xc8+0/6iuCVtc4Gov/7wXyjLDkC7w9ctiDDuY4NsVI/acnNCBsvDYdxkUFse5kGtvOXadnK2kz1CHIA0+XSl675MNQfB2cPHHoaJ23uE47yGTQay50vxPOrZU23NmXpFZhAF1mgMIBF5eaHtzGhI3XpYcoiuR+9x0APvPnI9TyGWjj34a23m2Jy4tjX+o+JrWeVO81G6pDfTB6s4eEDiHUJ7TR8kNChuAodyS1OJU0TRpeeDWa43y2VAgtyi8Kw19SUThBqUTUalHFnCHkrjsJ9wgnsTCRc9nnGBI6pFauG/X5ulZ8jUNphwDJY2wOszvMxsfJh+f3P88/1/7hgR0P8N4t7/HBiQ/YcHUDABMiJ7BkwJJ6Hzy7uLigTkgg//c/EPU6AhcvRjCTAykIAmEeYYR5hDGr7Syio6PxcPSgaMNGRLUah4gInCo9UNaU6dj1/QUof+6ZnVLM0Y3xDJxmPhrBaAuZkxMt/vMayfPmk/frr3hMnIhLzx5mZQDaebfj14m/8vw/z7M/fT+vHHyFbYnbCHULxdvJG09HT7wdvfFy9MLLyUv67ehltpaLTd5TV1eY+CHo1BCzGv6YB7N/Zmi7sfQN9+FYYi4rDyby/PgOddrBKh3+R+8dTVEHW3A062BbjrpwQwLTw8PDCQ8PvxHUzbhBsLSIWOWNo7WFyOy5GFpDYLSFOfkFCxaYldm3bx9xcXFMnjwZf39/0+emNh3atWtXK9eKFSvw9PRk+vTpuLi4mOXIycnhr7/+wsfHp9Ye3kY0zwnrOORyOR06dEAul5Obm4uvr2/9QnWgsLDwpnNYIl/ZDrbQoTpHer6Kk8n5Uth4Azfa5nQY2s4fFwc56QVlrDggtR+qkZ9trDbeYRKFJWX4OrnSGDR6TsgV0G2WtLG++Dcc+C8UpEKf+82Ow5Kw8drej6Jt28h89z0AtGlpBL7yitnQ7MLCQoa3HE5cXhx7UvY0aKNtizmhM+jYGC8Vy5rSZopFHC5KFwYFD2J3ym42X9lMVEDjwm+LNcUkFSYBkkc757jUzs1j0iQK1q2j7EwMAF39u5JYmMjZ7LM1Ntr/xjqx/sp6RET6BfWrs2DdmPAxeDt5s2jXIk5knGD0mtHoDDrkgpynej3F3Z3urrMei6jXU7x3Lxnfr0J7/LjpdYW3N34PPVSn3pXtUPCXFDXiedttVa53cM0VCrPLcPdxou/kCHZ9H8upHcmEdfYlpF3NSIHKtnDt3x/PadMoWLeOa6+8QsSf62qEpFeGh4MHr/V4jTUBa/ji9BccSDtQp/4ADjIHvJy86OTTiZf6v0SQa5Bt18zbPpc22xfWw+q74Y5fWTi0M8cSc/n5aBKPjmiDm2PNr/XN9w7r9LClvKUctrZFU7WlPc6J+nBjM8Cb8a/B0mJkRlgSbi0IQpUiAtaGbNuiQN7N4qhsC3Py3377rVm5efPmERcXxwsvvED//hVhnnK5nOzsbLKzs/Hz88PPzw+AgQMHMnDgQLNcK1asICgoyHQtc+HOP/74IxqNhrvuuqtKazZzsNSWzXNCgiAIeHl5AeBjpv9rY2EPHJbIV7aDLXSozmEsgtYnzKfW0Mm65I1wUsoZ3j6ATWevcTolH4D+kebDxomaarUtGiUvk0GnydJPJVTnOJFxgtyyXDwcPOjXomFFJs3pYSgtJeOtt03/5/3yKzJXNwKerln8ysfHhxHiCL6O+ZqDaQdR69U4yuteW2wxJw6mHSRblY2Pkw9DQ4eiECz7OjMqbBS7U3ZzMPMgz/BMo2Rjc6VCaC1cW+CpUZBx5QoAvvPnUbBuHZqkJPT5+XT268yGqxvMFkS70euE3qDnzyvSA6Jpbeupkg/0CerD9+O+56FdD5GtysbL0Yv3bnmvzvlk0GjIXbWKvF9/RZcufR4RBJy7dkV15gzZn3+B++jROLapPQ/eaAdtWhqlR4+CIOA5ueKhTWJMNhcOpIMAI+d1JKSdN+lx+cQevMbO7y8w++W+OLpUjeCobovAZ5+h+J9/0Fy9Ss7X3+D/6CN12sLP14+H/B5iSMgQTmWeIl+dT35ZPnnqPArUBdLvMum31qBFY9CYisyd/fssHwz/gO7+3eu8Rl22qDEOuQJu/xYMOunB229zGDHnDyL9XYnPKuG3Y8ncNySyBl/zvcM6PWwpbymHrW3RVG1pj3OiPlgfU1kOvV5PTEwMGzZs4KeffuKHH36o96cZtoO1OaQ6nc6ia5aUlJiubQmHtTrYC0dlW9hKh08//ZSOHTvy6aefWsxRHQ0NG69NviFonhMVMsePH0en05GTk1O/QD2wBw5L5CvbwRY6VOcwbrQndG14EbTadBjbuWread+ISk+5Ew9ASRY4eUHkLVbb4ka8n8aw8VFho1DKGlaoypwe2V99je76dZQhIQS++KJ03jffkP3lV2blO/p2JMAlgFJdKUfSj9R7zdrmRLGmuN4ez0YYw8YnRE5AKVOSk5ND2aXLZH/xBfri4gZxANzS8hYUMgVXC64SXxDfYDmoVAjNtxOqU6dAFFGGtcKxbVuUYVI9GtXZc3T16wrAuexzNe7VN3pOHLl2hGsl1/Bw8GBk2MgGcfiJfvxy6y880fMJVk9cXecmWzQYSH/mWbLe/y+69GvIvbxwnjOH1ju2E/bbr7gNG4ao1XLt5VcQ9bW/t0Y75K2XHmYpe/ZAGRwMgKpYw+6fpD7k3Ue2NHmvB89oi4efE8W5avb9drleW8i9vAh6SZrP2V99hbr8wUhtMMp39uvM3Z3uZlGPRbwy4BX+O+y/rBi7gnWT17Fr5i5O3HWCI3OOsPX2rXw/7nvaerclpyyHe7fdy8qTK2vlL1AXcCHnAteKr1GmK0MURbRpaRQePszx/fvNr5lypdQGsO1Y0JUh+3U2L0TlA7DyYCJafc2irM33Duv0sKW8pRy2tkVTtaU9zon6YLVHu6ysjDfeeIOvvvqq1pzQ2nDPPQ2rUNqM+mGtR9vSdlOVvzRY07LKFvI3m8NoC3sdx7Fjxzh37hx9+/att5CaNTo0z4kK6Mu/WBojEqyBPXBYKq+v9AXbluNIqxw23rn24ky1yVfHiA4BOMhlaPQG2gW64eNaKbTUGDbecRLIlVbbwtbvp86gY2ey1E96bFjD88er66FJTDTlZge++ALuI0ci6nRkvvMOWR9+iMzVFZ+776ohPzpsND/H/sz2pO3c0rL+dkzV58Sh9EM8uutRxoWPY9mQZXXK5qhy2JuyF4CpbaQUGF9fXxLmz0cdd4WSI0dp+c3XdYYGG2EsGncg7QA7k3aysOvCemWMqLzRLt0RDYBL794AOHfthjYpGVXMGdoNXIhSpiRfnU9SYRLhnuFVeKrPiYSCBM5ln2NM+Jh6owOqo/r7aSyCNqn1pAZzGTkWdDGfplQZ2Z99TtG2baBUEvTKy3hOnoysUvpQ0NIlxE84jur0afJ+/gWfe+6ulUuv01G4UUoH8Jsu9T0XRZF/fr6EqlCDdwtX+t1W4bF1cFIw+t4o1r17gsvHMgjv4kfbPoFVxlGcp6akQE1AmDuCIOA+fjxuGzZSvHcviXfMQRkUhMzTA7mnF3JPTxS+PriNGIFz9+6N+ow6ZBXgfv4CyvPn+cx1DB+2asnm67v54NwHpGhSeKHvCzjIHcgvy2d3ym62J24n6dxhusfpaJktEpolEpoDzuXNCGTerqhX/YKiXbuaeigcpJaBv90BV3cz6vzztHD9L2n5KjafvcZt3at2/mi+d1ivhz3oYEtbNGVb2tucqA9WebTLysoYNWoUy5cvJycnB1EUG/zTDNvif6Eqsj3oYAuOxsh///33iKJYJWzcyLF06VJEUWxUpfKLFy/Wqkffvn0RRZGjR49WFzULc+PYu3dvrXMtMTGRhIQEsxyiKLJ3794GXbc+HZoiR3Z2ttU62AOHPehQmWOLMWw83IeABoaN16WDm6OCIW2lm26/yt5sgx5ipYJQdJ5WJ4e1OljKYQwb93T0pE+LPhZxiKLI9WXLELVaXIcMwW2E1Cfc9975+D0ihdlmvPkm+ev+rCE/qtUoAPak7EGrb9znJfl6MksPLUVr0LIxfiPHrx+v8/zPTn+GTtTR1a8rbb3bApD+99+o4yQPZenRo1x7/gXEBrafHB0mVSzfmbSzUXobN9pRvlGUllccd+ll3GhLXmxVTAxKuZKeAVJbx39S/6mVLzs7G1EUeWz3Y7x44EVmbZxlKrbWUFR+P3NUOexJkQq0GR9INJajLhRu2UL2Z58B0GLpErxnzkTm5FRFXhkURMAzUkh+5gcfoEmtvc2jPD4ebWIigrMzml6SvS4fy+DqqSxkMoHR8zuhUFZN4wmK9KTXreEA/PPrJVIu5BKzJ4Xt355j5XP7WfXCQda8Fc2JrVIuvSAIBC15FUVAAIaiItRxcaiiT1C8axcF69aR8823JN0xh/iJk0j+9FN01RxIoiiivXaNop07yfzwQ5LvX0jcoMFcGTGStEWPkfPlV+S//xH3v3uBV+W3ISCw5vIa5m+dz4M7HmT478NZtvdVwn/exzvfaLhnt4HhMSJtr0mbbJ0MShzBJa+Ey3NmUHDqhPn3Q+kEs34G92CEomu8GSGlJXy9L77GPdoe1m170MEWHPaggy04mnWwLUddsMqj/eGHH3Lo0KFae2fXhuaNtv3BHnJh7UEHW3DYgw624GjWwXYc1dueNVUOe9ChMscmY9h4A4ugNUSHF27tgIezkgeHta54Mf00lOaAoyeED6mXw1odLOEwhY23ksLG1VevkvfbavT5+RiKizEUFaEvLsZQXIxTl84EPvMMyuDgKhzFe/ZSsm8/KJUEvvhClfu636OPYCguJnfVKq69/DIKP1/chg41yfcI6IGvky85ZTkcu36MQSGDGjyO7+O/51rJNdP/bx97m9UTVyOX1fzcnc85z5rLawB4uvfTpte1v/8BgMuA/pQej6Zw82YUAQEEPv9cvdcf3nI4/xH+Q2xuLClFKbR0r71gmBFX86+SWJiITJDRybU118+dk67fp3yj3U3aaJediUEURUaGjeTo9aPsTNrJ3Ki5Zjk9PT2JzY0lsTBRukbBVe7cfCf3dbmPB7o+0KAq8pXfz41XN6Iz6Oji14X2Pu0xlJZScuQoglyG4OyMzNkFmbMTMmdnFEFBCOXrXEPmpursOdKffwEAn3nz8Lr9drM6AHjNnEHhpk2UHj/O9VdfpeWKb81+Z1QelCqje4wZjXeLFpQUVISE95kYgX8r9xoyAL1vDSf5fC6ZiYVs+Ph0lWOCAKIIxzYmENLOmxatPVG2aEHrrVtQJyRgKChAX1iIPr8AfUEBmvirFG7bjubqVTSffkbcV1/jPmIEDhHhlF24QNm58+jNRW8qFDi2bYtTx46UHDmMNjWVzm+k8v3o/jzXPZaY7BgQRfpfFFmwR4ZngfQ92KV/f5x79USMCEXV0p98fydiruzHf8k3tLmmIXHuPbi/+wZ+Y808KHFwgUGPwdbnuSXrF9yUyzifXsihqzkMalPhpbOHddsedLAFhz3oYAuOZh1sy1EXrPJo//bbbzVea/ZmN00YGvjkvzqcnSvafFjKYSv5m81htEVTH4e18s1zQoJcLqdr167I5XJKS0ut1sEeOCyRr2wHW+hg5EjLV3HKgrDx+nRoE+DOB7O6E+JVqYVRvOQVJGKIlCNZD0dtuFFzQmfQmbyxY8LHAHDtlVfJ+/FHCjdupHjPHkqjo1FfvIg2NZWiLVu5OnESuatWUVJUBIBBrSZjmRSy7TtvHo4REVWuJQgCAc8/h+e0aWAwkPn+fxFF0aSDXCZnVJjk1TZWPm+IHaKvR/NHnLRJfveWd3F3cOdS3iXWXVlXQ84gGlh2dBkiIhMiJ9AzUPJ6qs6eQ3X8OCgUBC9bRvCyNwHI/f57clZ+X4NHFEVKo6PJ/fEnDGVleDt50923OwC7knbVqbsRv8T+AkibdIdLyaDVIvP3RxkqtRlz7NABQalEn5+PNiWFES2l6IDTWafJKs0ya4vS0lK2J24HYFDwIMaHj0cv6vkq5ivmbJ7DpdxL9eplfD9EUTSFjRuLoF1bspTUhx8m5YEHSb5nLokzZhA/cRJXRo4iftJkk7e5vrmpzcgk9ZFHENVqXG8ZSsAzi83qYIQgk9Hi9f8gODpScugQBX+ur8Ep6PU4R0vh95633UZpaSln96aiUekICHOn59hWteojl8sYPb8Tzu5KHF0UtIrypd/kSEYtbMd9HwylbZ9ARIPIjhXnUZdK0RYyFxeco6JwHTgQj3Hj8J49C78HFhL89tu03b+PoKVLUXbqBFotRdu2kfPlV5Ts2y9tsuVyHDt0wPP2aQQteZXw31fT/kQ0kX+uI3jZm0Ru2Ij3XXdJBeF2HOHjFQJPpXTmq82hPLXegGeBDmVoKKFffE7Y9ysJWLSIwIlTCe82mG4tejG7+8N4fPYhFyKVOGgMlDz5Iqd+/sT84HveAy6+yAsSeS1Simj7el/VWgPN9w7r9LClvKUctrZFU7WlPc6J+mCVR/vKlSump5KiKOLn58fYsWNp0aIFTk5ONvEkNePfgaXtjyrL/X/vmWyUa+rjsFa+eU5UwKE8R9ShAbmiDeW6mRyWyleWs9U4tkRLHtC+jQwbt0iH+L3S78hhlnNUk7Pl+3n8+nHy1Hl4OXrRN6gvmqQkVCdPgkxGwFNPIvP0RO7mhszNHQSB7C++QHXiBBnL38Lhrw04vfE6RXv2oE1NRREYiN+DD5i9niAIBD77DIVbt6K+dImSg4dwKA/xBSkEe/Wl1exK3sXL/V9GIav9K4aDgwNlujKWHl4KwO1tb2dc+DiySrN45/g7fHrqU8aFj8PdocKLueHqBmKyYnBRuPBUr4oK6DnfSUUePW4dj7JFCzwnT0aXmUnme++T+fbbKAL88ZwwAV1WFgV//UX+mrVoEhMB0GVlEfDUk4xoOYIT2SfYkbyDeZ3n1Wn3Qk2hqbXYnA5zKF0nhbo79+xp+k4kc3DAsWNHymJiUJ2JIXDSRLr6dyUmK4ZdybuY3WF2jfdRqVSaIhOmtJ3CuPBxjAgbwZtH3uRi7kVmb5rN072e5q5Od1EbjFynMk+RWJiIs8KZ8RHjUV+9SuHffwPg2KkjoqoMQ1kZYmkp+pISNPHxJN1zN2ErV+IQEFArv6GsjNRHH0WXmYlDm9aEvP++yRNeXYcqr4WH47/oUTLfe5+Mt97CsX07FL6+yJycEJydKd67F0NhIYrAQFz69aOktEyqMg70HBuGTF73GuwV6ML8twcDIMik90ClUuHgpGDYnPZkJBRQmF3G3l8uMWZBVJ1RmHJ3d7xnz8LptskIyckUrP8LfVEhTp064RwVhWP79lXy0GvIu7kS9PJLeNx6K+kvvYQ2IYH+P52WdHNwwPe++/BdeD84OJKTVkx2ajFZKUVkpxSRnVKMulSHdwsPOr/1OzHL5tH1dAGK1z9nR/pVRi3+oKruDq7Q/2HY/TqTin7jWeFV/rmcxcXrhXQI8qj1/Wgs/pfuHTdT3hoOW9qiKdvS3uZEfbBqo21s4yOKIoGBgRw5coSwsDCbKNaMfxeWRhqUlJTg6upqFYe1OtgLh9EWTX0c1so3zwkJer2e6Ohoevfu3aQ989bKV7aDQqGw2Tg2WVBtvLJ8g6EpgZTyugatR1jGUY4bNScqVxtXyBRk/SXlk7sOHIivmQ4DrgMHkP/HGjLfew/NhQskzJiJUP4wKfC5Z5G51t4fXO7lhdftt5P344/kfvcdvj26m471CuyFl6MX+ep8TmScqLVatdEOB2QHSCpMwt/J3xQGPrvDbH6/9DuJhYl8deYrFveRvKWFmkI+OPEBAA91e4gAF2kzqElJoWib5AX2vfde0zV8FixAm5FJ3o8/cu35FyjYsIGSAwfBWEhHoQCdjoI//8T/sUUMDR7Ku6feJSYrhusl1wlyrT1KYn3celQ6FW282tAnqA8pJ74EwKFHjyrnOXftKm20z8bgOWkio1qNIiYrhp3JO00b7cpzIjY3ltTiVJzkTgwNGQrAuPBx9A7szWuHX2Nvyl7ePv42mapMnuz5pNnNonFOGL3Z48LH4ap0Je3Lr0AUcRs1kpbVOlloMzJInjcfTUICSXfdjf8XX+DcuWZPcW1mJteXLKXs7FnkXl60/OIL5G5utepQHT7z5lG4eQtlFy6QePt0s+e4T5yAIJcTfyobVZEWN29HIro1rFiRcYNdXQ8HZwWjF0Tx57snuRKdScuOPnQaFFwvn8FgwLV9e5yee7ZB1wfQavQY9CKOzgpcevYg6JefUf34IznfrcS1Xz8CX3wBWYtQLhy+xqkdyRRml5nlybtWyoEvSom6fSXnPBfT+Z94QldsY1faHEa++wNC5QKdfe+Hgx/jkHuZ58LjWZbQhm/2JfD+zG5V7GAN/pfuHTdT3lIOW9uiqdrSHudEfbDK1dOuXTtEUUQQBG677bbmTXYzmtGMZpiBvo62Nk2Jwx50ALiWX8qp5HwAxkY1Lmy80TokHQa9Bjxbgk9FxWN7saXOoGNXshTuPCZsDKLBQMFfUoskzylTzMoJMhnes2YSuelvnEeNAr0eUavFpW9f3MePr/e6PnPngkxGyaFDqGJjTa8rZApGtpJaSNUXPp6gSuDHiz8CsLj7YpPnWilT8mwfaWPz88WfSSqUilh9cfoLcstyifCM4M6Od5p4cr9fBQYDjv364dShQ8UYBYHA55/DfexYRK2Wkn/2gV6Pc7dutHjjddod2I/c2xtdVhYlBw/i4+Bj6nlstKc56A16fr34KwBzOs4BnY7SU6cl3cvzso2onKcNFQXjoq9Hk1+WX4PbWDV+aOhQXJQuptf9nP34ePjHPNnrSQBWnlvJkkNL0Blqth3U6/XsS91nCkGf1nYa6oQECjdtkrgeeqiGjDIwkLAff8CxbVt0WVlkLLyfsksV7bL0xSVkffwxV8eOo3jPHlAoCPnoIxxams9lr21uCwoFLd5ajkN4ODJ3d6jWzUF0cMCjPNc79sB1AKKGBNfrza4NlfUIivA0VSzfv/oyeddLGiVf+zkGrl0t4PimBP58/yTfPrmPb5/ax9p3oonekkhOphq/RYtof/IEAR98wtlYkR9eOsQ/v16mMLsMhaOcFm086TI8lBH3dGDmS324641++ETKEUU4t+saZQEvcnHabQCEbD3N8TmT0eXlVSjh5ClttoG7NH8AIhvOpHG9oKzB47CFLW6kvL1w2IMOtuBo1sG2HHXBKo/2zJkziS7PqbnRfciacWNhbXswW3DYgw624LAHHWzB0ayD7TgcHRvXosdeOexBB4ADCYUA9GjlRWAjw8ar6GAwSNWS6np/jfnZkbdUOc9ebHk4/TD56ny8Hb3pE9QH1YkTaNPSkLm64j5yRJ3yyoAAWrz/HprDhynesxe/BxY2aK47hIbgMW4shZu3oPr1NyhvaQVS+PjauLXsTNrJC31fMFvQTKvXsur6KgyigfER4xkZXrW/85DQIQwOGcyBtAO8d/w9Huv5mGlz+3zf501FwXR5eeSvk3K5fRbcS3UIcjnB77xNZmAAglyB17SpOLZtazruOXkyuatWkb92Hf79+zMqbBSns06zM2lnlc18ZRxIO0BqcSoeDh5MiJhAWWwsokqF3NMT1/KNfnFeGS4eDqbK42WxsYgaDS09WtLeuz2X8i6xN3UvU9pMMfGKosiedGmuGfPsq4xFELi38714O3qz9PBS/rzyJwXqAt655R1T267kwmSWH13OgfQDAHTz70Y3/25c+++LYDDgNnw4zlE1PdUACj8/Wv2wiuR7F6COjSX5nnto+fVXqM6eI/vzz00FwJy7dSPg+edwqea9r4y65rZTu3a03rqlYtw6HYYyNdriIk5fvIhDq1ZkJhWSnVyCTC7QaXBIrVz1oboePUa3IiU2l9SLeWxfcZ7pz/ZGp9Vz7WoB6XH5pMflk59RSlBrTyK7+xPSwaMGpyiK5F0rJeWixJN2OQ9tWc0v6tfjC7keL61Tbt5XCYr0JOl8julcdx8nuo9uRcdBLVA6VP2M6HQ6IoY60mdUBPtXx1GYpaZQGEPuzDZ0++sj3M8mcmHKBNp9vRKn9u0lof4Pw5HPcck5y/0tEvjmWiRrT6byyPA2drFu24MOtuCwBx1swdGsg2056oJVG+1HH32UL7/8kvj4eDZt2kRMTAxdu3atX7AZdgeDwWB1Lqu1HPaggy047EEHW3A062A7jpKSEqsXc3vgsAcdALaek8LGx3RqvDfbpEPOBVh9N3iHw9yNtW+2TfnZw2ty2IEt/7witdq6NfJWFDIFmeXebPfx45BVKkxYF4fPsGG4DxvWqGv73LuAws1bKN66Fe3ip1G2kEL4+wb1xd3BnZyyHE5lnqJ3UO8asivOryBNk4aXoxfP933erC2e6fMMR9KPsDd1L1fyr6AX9YxqNYqBwQNN5+T9+iuiSoVjp47oa9lAyhwdCXrxRbPHPG+fRu6qVRTt2YNTaiqjw0bzXvR7RGdEszVhK+MixtWQ+Tn2Z0DyFLsoXcg5LjkbnHv1olSlIv1iMVu+OkufiRH0mRCO3MsLfX4+ZZcu4dylCyPDRnIp7xK7knZV2WjH5saSVpKGs8KZISFDarX71LZT8XD04Nl/nmV3ym4e3PEgbw99m18v/sqq86vQGrQoBAV3dbqLB7o+gDYlhQJjb+qHa3qzK0Ph7U3Y9yuJnzcfXWwsibMq5ZGHheH/1FO4jxld78OYkpISlAolJ7clUZKvYdCMNjXachkhKBTI3RSITo5Qnvd89h+pKFvrngG4eFieP1l9XgkygVHzO/Hb68fITinmp1cPU5yvhmqZQUlnc0g6m4MgQHA7LyK7B+DgJCf1Yh4pF3MpLdBUOd/RVUFoex9advQmtIM3coWMpHM5JJ7NISU2h+I8NVdOZALgE+xKz7FhtOkdgLweT314V19C2/uw++fzJJzMpSwzkqNjXqfN0f/SKiOLqzNn0vLtd/AYNxZcfaHXfDjyGfezjm9YzI4LGTwyvI1drNv2oIMtOOxBB1twNOtgW466YNW3TycnJzZv3kxAQABlZWUMGTKE5557jtOnT5NXOaylGTcc1nrcLC1c51opl+//eysnoy2a+jislW+eExUyvXv3Ri6X4+XlZbUO9sBhiXxlO9hChwKVluhkyVM0NirQIg6vrOOwcgIUpEDifkg6aP7E4kzIkNo2EXFLVQ4rbWGL99PgZKjSJ9mgUlG0Zauk3223NYjDUj2cO0fh0q8f6PXk/vCj6XWlXMnwltJDCWModGXsS93HN+e+ASTvtI+Tj1kdIj0jTXnMqcWpOModeabPM6bjBrWavJ+kTa/vvQvw9vZu9Bic2rXDqXNn0Gph/36C3YKZ33k+AK8cfIXYnNgq58fnx3P42mFkgsykW+mJ8v7ZvXvj5eVF7GHpIVDCmSwEQcCpaxcAVNXCxw+lH6JEW2KaEztTzIeNm8PIViP5cvSXuCpdic6IZvSa0Xx79lu0Bi0DWgxg7W1rebr307g5uJH91Veg1+M6dAjOXbrUaxO5pyfhq77HuadU5E7u60vQkleJ/HsjHmPHNOi7hrOjG5s+j+HohgTO7Uvj0Jor9V+33A5alYG44xkAdB0eWq9cXTA3r1w9HRk5tyMAxXnSJtszwJmOg1owcl5Hbn+2F/0mR+DX0g1RhLRL+exffZldq2K5dPQ6pQUa5EoZLTt6M2Bqa2a+2IcF7w5h3MLORA0JwdPfBTdvJ6KGhDDh4a7c++5gJjzSld63hjPhka7MfqUv7fsF1bnJrrxOOLkqGXdfVyY80hVndyUUeXC568sc69QTmVpD2hNPkP2N9Hli4CKQOxCQd5I+wkVOp+STWVjWfO+wUg9bylvKYWtbNFVb2uOcqA9WbbTlcjkdO3YkK0u6oRQVFfHee+/Rq1cv/Pz8kMvltf4YC6k1wzawtuCTTlcz16shqFxEwFIOW8nfbA6jLZr6OKyVb54TFdBoJM9Hrrm+q42EPXBYKm+0gy102HMxE51BpG2AG5H+NQsx1YuTPyD8dgdoS0BZ/lAoeqX5cxP2Sb+DuoCbf5VDubm5RF+PZtQfo7jj7zt4/fDrrItbx6XcS2gN2lovX31OqHQqslXZjR8H8Me5P9AZdET5RtHepz1Fu3ZjKClBGRKCc69eDeKw5v3wvVfalOb//jv68jZhIOWKg5SnbRAr1oMreVd4dt+zGEQDt0Xcxvjw8XXq8GC3B/Fy9AJgQZcFBLtVFLAqWP8X+txclMHBeIwba/E4vG6XWl/l/vEHoijyeI/HGRQyiDJ9GY/teYwcVUVa3C8XpZZet4TeQohbCKLBUGmj3YvMjGxSL0p65KSVoNPoce5SHj5+Vtpot/FqQ5hHGBqDhv1p+wFQq9VsS9pWxXb1oU9QH1aOXYmPkw8G0UCIWwgfDf+IN3u8SaSnlIusSU2loLwwnrnc7NpQoNHQauV3tPz6K1pv24b3HXdULb5Vl2yWijVvHSf5fC5ypfQV8+w/acSfzqpHUvpsxB66hl5rwKuFE4ERNUO3G4Pa5kR4Fz8mP96dsfd3Zt7bg7jrPwMYcXdHOvRvQVCkJ71vjWDWS32Z8FQHBk1vQ3BbLwIjPOg1LozbnuzBff8dwuTHe9BzbBj+rdxrFGGrjMLiAsK7+NFvciThXfwa7BSpvmaGd/Fj5ot9adHGE5lOQXHAArYNmolBUJD53w9QnT4NHi2gu5Ty8IKbVGF+Z2xm873DBnrYgw62tEVTtqW9zYn6YNVGu3pvbEEQGtRHu7mftu1hrUdb2cCbaHWoVCqrOWwlf7M5jLZo6uOwVr55TkjQ6/XExMSg1+vx82tY1dy6YA8clshXtoMtdNh+QSqSVGsRtJIcKDVz4xRF2LMcNixCEPXQ7Q6YK21CiN0AJWY2u1eN+dnDahzy8/Nj1YVVZJRmcC7nHL9f/p0lh5YwfeN0+v/cnyf2PEGptmp/zupzolRbyt2b72bsmrGczz7fUBOUD0dk+zWp4NXUNlMBKFi/HpD6EAsNTHWw5v1wHToUhzatMZSUkP/776bXBwQPwFXpSmZpJjFZ0gYzryyPR3c/Som2hF4BvRinHGd6KFebDp6Onnwy4hMe7/k493WuqJ4uGgzkrpQejvjMm4ugUFg8Do8JExAcHdFfjafs3HnkMjnvDH2HMI8wrpdc56m9T6HVaynSFLHhqjRf5nScA4D6yhUMBQUILi44deyIOkeOTmMo11EkO7XYVBDN6NEWBMFUMG5X0i70ej0bj28kvThdChsPrT1svDo6+nbk94m/887Qd1h/23pGtBqBv3/FA6Gcr78BnQ7XgQPrzKmuDj8/P2SOjrgNHYrcrfYK9NWRHpfHmreiKcxS4+rpwO3P9KL7KKlg2u4fYinKNV9hG6TPxpnTZzi3LxWAHqPCrf5eU9ecaNnRhza9AnD1rD1kNLxdMN1HtWLq0z2Z/lxv+k9pTWh771rD4BurQ22obc1083ZkypPSBh9AqbyFvYOepszRh7SXX0bUaGDQ4yDI6ak9SWchnp2xGc33Div1sKW8pRy2tkVTtaU9zon6YHWDWUEQqiyGxv/r+mmG7WHtgwuttnYPzL/FYQ862ILDHnSwBUezDrbjyM62zGNpbxw3W4cyrZ69lyTP2BhzYeNZl+HDzvBOBLzfEX6eCbv+A+f/hL8ehX/eAqC09yMw5QsI7Q3BPaSq4qd/rsolirXmZwMkXUviUNohAJ7t8yzzO8+nX1A/3JXuaAwadiXvYsmhJbWuzdnZ2Sw/tpxLeZfQGDS8dvg1s1Wka8O57HNcyb+Co9yR8ZHj0WZkUnJI0sfztskN5qnr/SjOK6OkQF3rcUEQcJwxA4DcH36UvugDDnIHbgmVQu13JO1Aq9fy5N4nSStOI9QtlPeGvodCqIhqq0uH7gHdua/LfaYCaACFGzeiSUxE5umJV3mVakvnldzDA/fRowHIXye1xPJw8ODjER/jpnTjZOZJ3jr2FuuvSC29Wnu2pl+Q1LastLwYrEv3bghKJRePp1bhzkgoxKk8XFuTmIi+oACoCB/fl7oPtV5NdKHE09+/P86K+vPqKyPQNZDxEeNxUkj5zUY7aNPTyf9Tyt/3e/SRRnFaYsvYQ+n89eFpykq0eIc4M+OFPvi3cqf/lNYEhLmjLtWx47vzGAy1f1cpSNNTlKPG0UWBT4T1UY9Nfb0zxyGTyxgwtTUTH+2Go6sCFK040eNxVAlpUgi5TwRESQ/ebpfv58CVbJLTM2yqw82QtxcOe9DBFhzNOtiWoy5YvdFuhn3A2gcYtgjlt5bDHnSwBYc96GALjmYdbMdhL3lETT2v60BcNqUaPS08negS4lnzhH/eBqMXuSgd4rbB/vfhj3lw+icQZDDxQxzG/aei+Fnv8mrVJ76XqpAbkXMFClNB7gCtBtS4VExxDBqDhnCPcO7qeBdP9XqKb8d+y4E7DvDV6K9QCAq2Jm7lhws/mB3Lvtx9rL+yHpkgw1XpSmxurKmydkNgLII2KmwUHg4eFP79NxgMOPfsiUMjWm3W9n7kppfw89Kj/Pjy4TrDfgNmzEDh748uI4OCzZtNrxtDoHcm7eSNo29wIuMEbko3Ph35qSkcvD4dzEFfXELme+8D4Ltggannt5HDkofOxvDxwr83YSiTvK6RnpG8PfRtBAR+v/w7n5z6BJC82cb7rSpaCht37t0bURS5frkYgKBIKeQ5I7EQhbc3yrBW0vkxZwHo7NeZQJdASnWlHL52mOhiaaN9a5tbG617jbGU2yH7m29Aq8Wlf39cyvOtG8tRH0SDSMKZLNb/9yS7f7iIQS/SumcAU5/uiauX5CmWK2SMXhCF0lHOtSsFRG9OrJUvK1Z60NRxUDB+AT6N0tkcmvp6VxdHWGdfZr3UF7mnAY2jL3FtppP9xZeor1yBLtLDrwnKaLQ6HWezrE+f+l+2ZVPTwRYczTrYlqMuWLXRbtWqlUU/YWFhtGrVylZjaAbWe7Qt7SNXeYP//72nntEWTX0c1so3z4kKGAt2FFXKX7UU9sBhqXzlYnLW6LDtvBQ2fksbr5oPF7MuwznJI8n8LXDvNrj1Peg5F0J6QUAUzP4Ves+vqkPn28HRA3LjIXFfxetGb3ar/uBQszjVlnipRdHosKpVmGWCjIHBA3m2r9QL+oMTH3Ds2jHTcblcztX8qyw7tgyAh7o9xOLeiwH49NSnXC+5Xq8dVDoVWxKk609rMw1RFKuEjTcG5t4PnUbP9hXn0Kn16LUGtn51lnP70szKl6jVeN99NwC536003YsGhQzCWeFMekk66+LWIRNkvDP0HVp7tQZqzglRoyF/3Z9okpLq1Dfnq6/QZWWhbNUKn3lzq3BEb07g26f2c3xTAnqdoQ6WqnDp1w9ZUBCGoiKKdlQUcBsaOpTHej4GSDZ3V7ozMXIiAKJeT+nx45J8r97kpJVQnKdGoZTRY4z0oCMzUSra59y1m8QRcwaQ1shRYZJX+8uYL8nR5uCscKabe7cG61wbioqKKI2OpmCN9Fmor9J4bRx1QVOm4+zeVH5ecoTNX5wl7XI+gkyg94Rwxt4XRZm6asqEV4ALt8yR2lBFb0ogPa5msdz8jFIK0w0gQOehIU16vbMFR0PWTHcfJyYu6ImIyLUWA8j27MC1l19BDB8KDu4EiDn0EK6w5az5z25j0NTvHbbisPc5caN1sCWHPdjBVhx1wSo3TWJioo3UaMbNhiWtiwRBqFJh2toWStbK30yOyrZoyuOwVr55TlRAoVDQp08fAJwb0GapPtgDhyXyle1gjQ46vYGdsVII5LioFjVP2P8+IEL7CRBW3gKqVX+zXFV0cHCFrjPh+LcQ/V1FPnYd+dkl2hKOZh4FzPc8Bpjdfjbnss+x4eoGntn3DKsnribINYio7lHM2TQHtV7NgBYDuL/L/QiCwIarGziVeYrlR5fz0YiP6rTFzqSdFGuLCXYNpndQb9Sxsajj4hAcHPAYX7MlVV0w934cWnuFnLQSnN2VtIry5dKR6/zzyyVK8tX0nRRR5cGCs7MzytmzyP7yS9SXL6M6eRKXXr1wUjgxJGQI25OkPPLFvReb8o/NzYmMt94i75dfkXt7E/7H7ziE1qw4rUlKIvf77wEIfP45ZA4VrZ8MahnHNydi0Ikc25jAlROZjLi7Y4MKagkyGR5TppD/5Zfkr1uL56SJpmMLOi/gcu5ltiRuYWb7maaK4IVbtqLLykLm6Ylzt67E7pEekIR29CG4rRcgFQYrK9Hi3LUrhRs3Ulbu0QapcvjPsT9zKe8SIBVY83ZvfOX06hCjo0le/AyiVovbsGG49u1b4xy1SkdhloqCLBWF2SoKc8rwC3Gl05AQZDKh1s+oQW/gxNYkzuxKQV0qeUkdXRR0GhxMl2GhuPtI4evm5Nv3CyI1NpeLR66z47sLDL+7A2UlWlSFWkoL1aTH5QOSp9bT35myMuvTDG/GemcLjsasmaHtfAjsryDziJ7Y9nficfwN8n5fh0/78XD2d8bLj/HZ1Sh0egOKetqJ1YWmfO+wVg9bylvKYWtbNFVb2uOcqA/NoePNACzziIuiiE6nM8la61W3RYG8m8VR2Rb1yf/555+MHj0aX19fnJ2diYiI4I477iAlJaVROhQVFbFkyRI6d+6Mi4sLXl5e9OzZk9dee60Gh8Fg4NNPP6Vnz564uLjg4eHBLbfcwoYNG+ocU2PRPCeqyuTn55tsYi3sgcMS+cp2sEaH6KQ88kq1eLko6R7qXvVgzlU4W16M65ZnagpXQw0deknVs7m4CYoyQK+T2n6B2Y32vtR9aAwaWrm3or13e7PXEASBV/q/QgefDuSW5fLknicp05WxZP8SrhZcxc/Jj+VDliOXyZEJMl7t/yoKQcHulN3sTt5dp/7r4tYBMDFsIjJBRn65N9tt5AjkHo2r1FzdFvGns0x9jEfN68TIuR3pMzECgOjNiez56SIGfdXOAnIPDzzGSRt8Y14wwKz2s5ALcuZ0mMNdHe8yvV59ThRu3kzeL1LYvD4vj5QHH6xSxdyIjLffQdRqcR08GLfhVfPmT21PwaAT8Q5ywclNSW56CWvfiebAmji06vojUpwn3AqCQOnhI2hSKzyAgiCwfMhyVo5dySM9pFxnUa8n+/PPAfCdNxeZkxNJZ6U8v/Auvji5KvEMkL68ZSYW4mxs8RUTYxpzz4Ce+DhVhEePCRtjei/y16wh+d57yfzoI0qOHsOgqdq3uTYUbt5MxhNPIqrVuN1yCyEfflDlePypLFY+e4Bvn9zH78uOs+2bcxz+8yrn96Xxz6+X2fjxaUoLNWY/o8V5atZ/cIpjGxNQl+rw9Hdm6Ox23LNsIAOntTFtsqH2z/iQ2e3wCnShOE/Nxo/PsGPFBQ78EcfJbclcj5e8/12GhdbJ0Rg01a4XjV0zp945GJV7AVoHDy61nU3GBx+g9ZMeat2qOE6+SsOJJOta7jble4e1ethS3lIOW9uiqdrSHudEfWjeaDfDKpSV1V5F9P8b6rOFKIo88MADTJs2jYSEBGbPns3jjz/OkCFDOHToEEn1hExWRnJyMj169OD1118nODiYRYsWMW/ePIKDg1m7dm2N686cOZNFixZRWFjIggULmD17NhcvXuS2227j008/tWi8taF5TkjQ6/VcvHgRvV7fpB8YWCtf2Q7W6GAMGx/ZIRB5dWfX/vdBNEDbsVJxs3pQQ4egzhDaFww6KZc7/RSoC8HJC1p0ryG/I2kHUDNsvDqcFE58OPxDPB09OZdzjnu23MPWlK3IBBmv9XkNX2df07ltvNswr/M8AJYdXUaJtsQsZ3JhMtEZ0QgI3NrqVkStlsK/NwFVw8Zzr5VwdEM81xMK6rR55WPFeWXs/lHqHd19dCtaRfkiCAJ9J0Yw7M72CALEHrzG5i/PmjavRnmvqVMAKNqyFUN554G+Lfpy7M5jvNDvhRopJcY5oU5IIPeNNyWOWbNQBASguXKVtKeeRqz0Baj4wEGKd+8GhYLAF6vyFeepiTsq5ZEPnd2OOUv70a5vIKIIZ3am8NvrRzm07gq7Vl1g48en+e31Y3z3zH6+fWofqZekDYg8KAjXAVIEREGlhwUAcpmc3kG9UcqkgmyFW7eiiY9H5uGB9113UVqo4XqCtFEM6yxVsA0Mr8jTduzYEUGpRJ+XhyYhwcRp7DfuKDgyIGgAoiiiLy7h+rLllBw6TM4XX5I8dy6X+/YjecF95Hz7Lapz5xHNpLLkrf6dtKcXg16Px8SJhH76CTKnis2vqkjD7h9jKS2UNu3O7koCIzxo2yeQriNCUTjISL2Yx+o3jnHtSkEV7uQLOax+U3pd6SRn1PxOzHmtP12GheLgVDMwsrb55uCkYOz9UXgHueAd5EJIOy/a9A6g6/BQ+kwKp/VIB0Lae9bJ0Rg01Qe9jV0zFUo5Q+6ORC/oyQroyXW3jlz74R9EhSshZNFFSGDHBesKojXle4e1ethS3lIOW9uiqdrSHudEfWhuZt0MwPpiarbgsAcdbMFRm/wnn3zC119/zSOPPMJHH31UJc8Eqj5Vq0sHvV7P9OnTSU9PZ9euXQyv5tkx8hg51q5dy9q1axk0aBA7duwwhcksW7aM3r17s3jxYiZOnEh4eHiDxtEYNM8JCU25TZk96CCKItvPS18Ux0YFVuXITYAzv0l/3/Kc5Tr0ng+p83MsxAABAABJREFUx6SiaPryKvMRQ0FW9XNaqi1lf6rk7a4tbLwyQtxCeGfoOzy08yFic6VN7MNdH6ZvcM2Q3oVdF7IlYQtpxWl8dvoznu3zbI1z1l9ZD8DAkIGEeIZQtHsP+txc5L6+uA0eDIDBILL1q7PkXS8lenMivqFuRA0Opl2/IBydq972jbYwGER2fHcBdYlOqhZ9W2SV86KGhODi4cC2b8+TdDaHA2viGH5nB5O8c69eKFu2RJuSQtHOnXhOmgRIFchrg6GsjLTHn0AsLcWlTx+CXnmZshkzSLrrLkr27yfjrbcJevklRK2WjOXLAfC5804cI6vqdnJ7Ega9SIs2noS090YQBEbfG0XbPoH888slCrPLOLU92awOR/+KJ/TZXiiVSjyn3U7JocPkr12L773zTYXWKkPyZn8h6TJvLnJ3d5IPXwMRfENdcfOWioAFhHtw+VgGmYmFyBwicOnfn5L9+yn4808Cnn4agGltp/HXlb8Y7DUYJ4UTOnQU/f03YmkpiuAWuPTsRcmRI+izsyk5eJCSgwcBkHl64tq3L64DB+DSvz/Fu3eT+e57ALjPmE7wa6/VaO925K941KU6/Fq6MfWpnjhUmwdRg0PY+s058q6VsOOrSxRM0tBjbBjRmxKJ3pIIIvi1dGPs/Z3xCqhZs6Ay6vqM+4W6M2dpzZQOnU5HdHRmgzgaiqa63lnC0a9rN3Z1+RrPmDZcbjsL7+Nv4tWqNx78w63yo/wW25mXJnS0+F72/8mW9q6DLTiadbAtR11osEf7448/Nv3s37/foot99tlnjBgxghEjRjBy5EiLOJpxY2AwNLxwzI3isAcdbMFhTl6lUvHaa68RGRnJhx9+WGOTDVUrW9elw5o1azh+/DiLFy+uscmuzGPkWF8eVvriiy9WyUXx8/PjySefRK1Ws7K8J2194xg2bBiCIKBWq3nxxRdp1aoVzs7O9OrVi507pSJCRUVFPPbYY4SEhODi4sKAAQOILm+D01jYw/tpC47KvcWbMsfN0uF8eiFp+SqclDKGtPWvyrH/fRD10GYUhPayXIeoqeDkCfnJcEQKC6Z1zc/X/rT9lOnLCHYJpqNPxwZdb2DwQB7v+TgAXVy7MD9qvlkdnBXOvNz/ZQB+jv2ZY9eOYRAr5p7eoOevK38BUhE0lUpF7o9SVXOvGdMRyj/7l49dJ+96KQoHGXKFjJzUYvb9dpnvnzvA7h9jiT+dRU5aMZoynUmPE1sSSY/LR+koZ8yCKOSKml8PIrr5M+FhqS907IF0ctKLTfKCTGbyqFf3CNeGrGXLUV++jMzbm+D330NQKHDuHEXwO28DkPfTT+T+8gt5v/yC5upV5D4++D3ycBWOknw1F/anA9BnQtX88fAuftyxpB/9JkfQdXgo/adEMuKejkxa1I2pT/dAJhe4Hl/A9fgCVCoV7qNGoggMRHf9OtdeecWsp6No2zY0V68i8/DAp7wIXGJ52HiLdhUpDZU92qIo4j1rJgD5a9aaQsG7+ndl74y9zPSXjqlUKvL/WAOAz5w5hLz3Lm337yNy4wYCX3wBt+HDkbm6YigooGjHDq6/9h/ix99q2mT7LlyIy5NP1thkZyYVcuGgZKMhs9rV2GQD+AS7MuP53nQYEIQowtENCax6/qBUJVyEqCHB3P5sr3o32cZxWAt74LAHHRrDcfedt5LlloJO6Ups+zvJuyDN31vlx0jKKeFKZvEN1+FGydsLhz3oYAuOZh1sy1EXGuzRfuKJJ0w3MGO4a2W8+OKLfPnll4Dk/cnJyanBceXKFfbu3Ws6pxm2g7X2NLfxawgqF4mylMNW8jebw2gLc/I7duwgNzeXefPmodfr2bBhA5cvX8bLy4tRo0bRpk2bBuuwevVqAGbMmEFKSgqbNm0iPz+f1q1bM378eNzc3KpwZGRInsCIiIgaXMbXdu/ebcrtbogOs2bN4uzZs0yePBmVSsXPP//MxIkTOXjwIAsXLkSj0TB9+nSysrJYvXo1Y8eOJSEhAY9G5o825TkhCFJRIUEQGj1uc7AHDkvkK9vBUo7txmrj7fxxdpDjIC/nyEuCM+UtsRroza5VB6UzdLsDjn4JZeWhs2bys7cnSsW9xoSPadS6e2/nexkZOpLcxFzkMnmtdhgcMphx4ePYmriVBdsX4O7gTlf/rnTz64ZSriRTlYmXoxfDWg5De+GS1GJKocD7jjkA6HUGjv8thSf3mRBBp8HBXDpynfP708i7XkrswWvEHrxmup6jqwIPX2eyU6Sc6FvukPJoa0PLjj5E9vAn/lQWh/+8yvgHO5uOeU65jexPP6Xk8BG06ekog4PNcgiCgOux4xSuWweCQPB776IMCDAd9xgzBs1TT5H13/+S8eYyZI6Sl9j/ySdq5KCf3J6EXmcgKNKD0A41i4k5OCnofWvNtQ+gXZ9ALh65zumdKYxe0BGZXE7IB/8l6Z65FG7egnP37vjcc4/pfNFgIKs8N9tn7j3I3d3R6wwkX8iV+HpXFOnza+mGTCagKtJSlFuG+7Bh0iY+I4Oi7TvwnDgBADcHN1xdXKWe5JmZqM6cAYXC9NBCEAQc27bFsW1bfO65B1Gno+zcOUoOH6bk8BFUp04harX4P/0UfvffX6NDgiiK7F99GURo1zeQ4DZeZm0BoHSUM3JuJ4Jae3JgdRyqIi0KRznD72xPu75BtcpVx81aJ2yhhy3lLeWw1BYtPUNxHVuAfl0Qub5RJFw4SnCEK2FOGXQSkth+IYO2ge71E5lBU7132EIPW8pbymFrWzRVW9rjnKgPjcrRriuOXaVSkZ+fb/ppxr8La3MMLCkGIAgCLi4upglvaWEDQ2kphtJSNIWFpr8t/blRHPXZt7ItzNnB6NFVKBR069aN22+/nRdeeIGHHnqI9u3bs3jx4irn12VLI9eBAwdo27YtDz30EC+88AIzZ84kMjLS9DDLyOHv7w9AQnluYGUYX7t8+XKNY3XpkJ2dTUxMDJ9++ikrVqxg1apVqNVqRo0aRevWrTl16hQfffQRq1atYvny5eTm5rJixYpa+WqDvRS6sIRDLpfTrVs35HI5eXnWFaIB7ILDEvnKdrCUY5spbDyoKseBD6S86shh0LJmKHZtqFUHY1E0AK8w8KkaoqzSqdifJkV09fc2X9G8LoR5hdGje48qc0JfXFyl+BbAC/1eYFjoMJzkThRpijiYdpDPz3zORyelauQTIyfiIHcgY8V3AHiMG4cyUNqoxh66RmF2Gc4eDnQZFoqTq5JuI1tyx5J+TF3ckw4DW+Dfyh1HV+k5u7pER1ZyEWL5Rqx9fzMV3athwJTWyGQCSWdzuBhdUcTRITQUl759QRQpqKPQoi4+HmV5FI3fo4+gbl+zoJzv/fdJm029HkNpKU6dOuE1bVqVc0oK1Jwv92a3H+rb6AfO3UZJbUbjT2WSclWaYy49exL4rFRQL+Oddyk9edJ0ftG2bWiuXEXm7m7yZqfH5aMt0+Ps4YDCrWKdUCjl+IZKDz0zE4sQFAq8Zkj9jfN+q+iXXvnzkfnLLwC4DbsFRfm6XR2CQoFz9+74PfQQYT+sot2xo7TZsxu/+++XuKvN7ctHr3M9vhCFo5wBU9uYo6yBwA6OzHihDz3HhTHzhd6N2mSb06EhsMU6YQs9bClvKYc1trh/yD2cbymtUanBQ8nP7wDAePkxq/K0m+q9wxZ62FLeUg5b26Kp2tIe50R9aFSOdrMX2n5xM3JIjdWUFQoFgiBYxqFScalnw8I9bybanzyB4FK7l6eyLczZITNTyj17//336dmzJ8eOHaNjx46cOnWKhQsX8v7779O6dWseekjqeVqXLY1cixYtYvHixTz66KM4OTnx66+/snjxYqZMmUJsbCwtWkhfmMePH8+vv/7KW2+9xYgRI3AqL5CTk5PDhx9+CGD24VhdOrz55ptV2nhNnz4dpVJJfn4+y5cvNy2CSqWSO+64g+eee44zZ87Uylcb7CX/xhIOg8FAdnY2fn5++Pn5Wa2DPXBYIl/ZDjKZrNEcidklXMooQi4TGNkhsEKP/BQ49ZN0UiO82SZ5cwjoAK0GQvIhs97sA2kHUOlUhLiFMLC11EJMl5eH3MMDoQFRD9XnhKjRkDTnTtQJCYT/+ivOnaMA8HHy4ZORn6A1aInLi+NM1hlismI4k3UGtV7NnA5z0GVlod61Szr/HmnTp9Poid4kPTzrPT4MpWOFToIgENzGq4pHU6PSUZRbRmFOGRqVjtY9zW/uqsMr0IWooSGc3ZvKuZ2ZdOoThiCT7kGeU6dSeuwYBX+ux/eBB2rcmwwlJaQ+/gSiSoXLwIH4PfigWdsJgkDQ6/9Be/06qlOnCHzl5RrnndqWjF4rebOj+oU3SPfK8At1o2VHb1Ji80g9XUJ4O+l177vvRnX6NIWbt5D2xJNErFuL3MfHVGnc5557TJ51Y9h4eGdf/AOq2i8w3IOs5CIyEgtp0ysArxnTyf7iC1TRJ1DHxeHYtq1pTvh4eKDZJkVLeE2f3uAxyJydkVVLCTJCU6bj0LqrgDQfjPnj9dqlnGPAlNYN1sOcfGNg7TphKz1sKW8phzW28HLyImpIMOLPegq82pB2xR2/QLhVdpT3U2aQWVhGgIdT/UTV0BTvHbbSw5bylnLY2hZN1Zb2OCfqQ3PV8f8RWOvR1mq1Fsmp1WqrOf5XYLSFOTsYc3wdHBxYv349ffr0wc3NjSFDhrBmzRpkMhnvv/++6fy6bGnkmjhxIm+99RahoaH4+fmxaNEinnzySQoKClixYoWJ44477mD48OHs37+fLl26sGjRIh588EGioqJMITPmQqPr0qFHj6qVneVyOQEBAXh5eREYGFiFw7jhT0ur6rVrCGwxp24Wh8FgID4+3nRjsBb2wGGJfGU7WMKxtTxsvH+kD54uygqOQx+DQQvhQyr6ZjcQdeow/m3oOAkGP1HjkDFsfHTYaHJycij4exNxAwYSN2Qo6c+/QOHWbeiLa8+DrD4ncn/6GfXly6DVkvVxzd7ZSpmSTr6duKPDHSwfspzN0zaza8YuWnq0JO+31aDV4ty9O85dpbzpc/vSKCnQ4ObjSNTgkHrt4OCsQHQsI6KrH+37BaFQNjxFos+EcByc5GSnFHP5eIWnzGPMaAQXFzRJSahOna4iI4oi1//zHzTx8Ri8vAhcvgxBLq/1/ZA5ONDquxW03b8Pl2prTkmBmnP708p1iTCbrtYQdC/3ap8/kIa6VPqcC4JAi9dfx6FNa3SZmaQ99TSFm7egjrsiebPn3mMaT2KMsa2XX41xBJTnaWcmShXJlYGBuI+Q8v7zVkvt6IxzomjnTvT5+SgCA01F7SxBZR2iNydSWqjB09+Z7iNbWcRhrQ4NhbXrhK30sKW8pRzW2mJS1/Ekekk925OculGS6Upr2TXaCansjM2sR9o8mueEbeQt5bC1LZqqLe1xTtSH5qrj/yOw1qNduRDXv8khODvT/uQJQPrSYu04bhSH0IiG9ubs4OkptSzp3bs3wdXyFqOiooiMjOTKlSvk5+fj5eVVpy09PT3Jzs5m8uTJNY5NmjSJt99+m+joaBOHQqFgy5YtvPXWW/zyyy98/fXXeHp6MnXqVBYvXky7du1M4eX1jcMIczktCoXCNM7Krxltaclm9WbNS1tzeHvXzB1tihw3Q4fNZ6V84lu7VIQ0e3u4wdk/pH8GP2lbHVp0hVk/1Xi5TFfGP6n/AFLPY29vb1J+/BEAfW4uBevXU7B+PSgUuPTujedtt+E55bZa1yN3nY7Ezz4z/V+ybz+lp07V2FCag0GjIe83qdK6cdOnKdNxYqvUIrDPhAjkyoY9R7f0PXV2d6DnuDCOrI/nyF9Xad3TH4VSjszVFY8xYyR7/PknLj0rxpO/Zg0Ff20AuZzShx5E4etbrw6CXI682roCcGqH5M0OjPCgZScfiwsWtuzkg0+wK7npJVw4cI0eY6QNqczVldCPPyZx+gxKjx1DdeoUAD53323yZudnlFKYXYZMIRDa0Ru5sup7bSyIlplUiEFvQCaX4TVrNkU7dlKwfj0BTz0JDlJV9sK1Um90z2lTTUXtLIHRlnnXSzizSwrrHzyzbYPnQ2UOa3Vo6hz2oIMlHBGeEZS0T4ej3bke1JfsjD24BcZwq/woO2N7Madfwx+6WKqDreXthcMedLAFR7MOtuWoC80e7f8RWOvRrl5A5d/iEAQBmYsLMhcXREdH09+W/twojsZs3s3ZoX15DqKXl5dZGePrxuqHddmyLq7KPJU5HB0dWbJkCZcuXUKtVpOZmclXX31l8jL37t27QeNoLKzlsAcdbMFRUFBQ/0lNgOPf1iElt5SY1AJkAozpVJEnWnJhG6jywMXPbIi3LXUw4mDaQVQ6FS1cW9DZrzM5Fy5IhatkMkI++Rif+fNxiIgAnY7SI0e49sIL5P30c6186e+8g6GkBKeuXfGcOhWA7E8a1tO+cNNm9Dk5yAICcB81CoAzu1IoK9biGeBMh/4Nz6m15j3tNqIlLp5KinPVxOxONb1uHE/hli0YysoAKLt4kYzX3wDA97FF6CvlZTdWh6LcMs7/U+HNFgTB4nEIgkC3kS0BiNmTgl5fsWF3jIykxbJlAIhaLTI3N9ODDYCEcm92SDtvHJwUNXTwCnJB6SRHpzGQd70UANeBA1C2aoWhuJjCzZslHbKyKD18WJK5/XaLxmFEQYHUN/3AH1cw6EXCOvsS3qVxoZFNbZ24URz2oIOlHIP69aBUkYVO4cLVgvbo1ALjZcc4cCUblabx97P/z7a0Nx1swdGsg2056kLzRrsZQNXq4Y1B5ZBjSzlsJX+zOYy2MCdvbMMVGxtb45hWq+XKlSu4urqaPMt16TBixAgALly4UOOY8bXw8PAGjePnn6WNwOzZs2sca54T1nEIgoCnp6dUYdlMP97Gwh44LJGvbIfGcmw9J4WN943wwd+9Ir/UNXGH9EfHiTX6XDcEloxje1JF2LggCBj2St5t1/798Bg9msDnnqX1ls203rYVn7lzAchYvpziAwdNHEZblJ05Q9nmLQAEvfyS1LJKoaDk0CFK62mFJ4piRUuvO+5AUCopK9FyeofUJ7rvpAhk8obPV2vmhMJBTu+J4QCc2JpEWbEUteLSpzfKkBAMxcUU7dyFvrhY6pet0eB6y1B87r3X4jmh0+jZ8uVZdOW52a2ifKweR/u+QTi7KynOU3P1RNXQWo9xY/G9bwEAvvffX8W7nnRWClc3bmSr6yCTCQSESVWeM8rDxwWZzNTqK++31VJXgmPHAXDu3w+H0FCLx2HU4fSOFJLP5yCTCwye0dYiDmt1aCysWSdsqYct5S3lsIUtxkWM5WzIEQDSAgdSkOxOe1kqLfUpHI5vfKhs85ywjbylHLa2RVO1pT3OifrQvNFuBmCZR7x6mX1rverWyt9Mjsq2MCffunVrxowZw5UrV/j222+rHHvrrbfIz89n6tSpphBlURTJzs7m4sWLNfJH5s+fj6OjI5988kmVvOeioiKWlXtfZs6cWUWPwsLCGjqtWbOG7777jj59+jCtWjVfow6WoHlOSJDL5XTs2BG5XI6mvG+uNbAHDkvkK9uhsRybz9UMG8egR7gkeQLpdFuj9WmsDgBqvboibDx8DKIoUrRpEwAeEydVOdchLIyA55/Dc8oUMBhIe/JJ1PFSgTK5XE6H9u3JWrYcAM9p03Du2hWH0FCTJzPr40/q1EUVHY36QiyCkxNOkyYCcGp7MpoyPb4hrrTtFVinfHVYOydadfXEr6UbGpWO45ulcVbpqb1uHddeeQVNUhKKFi0IfustFEqlRXNCFEX2/HyRrOQinFyVjL43yrTWWDMOuVJG+wFS1fbTO1NqfN79n36a1jt34LvwftNrWSlFpF/JByC8i2+tOlTup22E59Sp0gOSc+fQnDuHYt8+AJwn1UwHaiwuHbvGoXVXABgwtXWdrdpqQ1NbJ2yphy3lLeWwhS38nP3w6GpAREuRRzjJWd0QRRgnO87ui43P026eE7aRt5TD1rZoqra0xzlRHyxKBNq+fTv33ntvldeOHTtW5f/qx82d04ymDVEU0Wq1KJXK//cV6SvbojZ8/vnnDBw4kPvvv5/169fToUMHTp06xe7duwkLC+Pdd9+tcv6nn37Ka6+9xpIlS1i6dKnp9YiICN59910ee+wxunXrxtSpU3F0dGTTpk0kJiaycOFCRo4cWSXcuV+/frRs2ZKOHTvi5OTEsWPH2Lt3L5GRkfzxxx826TVthEajaZ4TSEU70tPTCQ4Otokt7IHDEvnKdpDJZA3mSM9XcSo5H0GAcVGVQqGTDiFT5YCzt1QIzQI0dhxH0o9Qoi0hwCWALn5dUMfGoktMRHBwwH30KLP8Qf95DU1iIqrTp0l9+GHCV/+G4O5O4rffoj5/HsHVVcrRLYffgw9QsG4dpceOUXLkKK79+5nVJfcHKS/cc/Jk5F5eqIo0xOyRcnH7Too0Vf9uKKydE3K5jIHT2rDho9Oc+yeNHqOl6taeU24j+/PPKTl0SDpRoSD0g/+i8PY2Oyf0WgOxh68REOZOQJj5vqZndqVw+WgGgkxg7P1RePhV1M6wdhztBwVwbs81spKLSI/LJ6RdRd6eIAhVPM2iKHLg9zgQoW3vAJMe5nSoXhANQOHjg/u4cRRu3Ej68y+gy8hA5umJy/BhVo0hPS6Pg79JDzu6DA81hcQ3Fk1pnbC1HraUt5TDVrYY33EMe/afISK/N4lOfemQd4QJXke5/2JWo+vZNM8J28hbymFrWzRVW9rjnKgPjd5oi6JIbGys2RDYyuesWrXK7LHaPH7NuLmwdKIZN1XWcFirg71w1LfBbN26NdHR0bz66qts3bqV7du3ExQUxCOPPMKrr75KQEBAg3VYtGgR4eHhvPvuu/z222/odDqioqJ48cUXub+8n2pljlmzZrFu3TqOHDmCVqslIiKCl19+mWeeecZsYbOG6FAbmueEBIPBQGpqKkFBQTZ5kGEPHJbIV7aDTCZrMIcxbLxPmE/VdjQX/pJ+t58AcstatzV2HLuSpTZaI1uNRCbIKNj4NwBuw4cjd3c3KyNzcCD0009ImDETTWIiaU8+ReDbb6H65htkgNeDD6Co1FZE2aIFXjNnkvfzz2R9/DEu/X6qMe80qWkUVWrpZZDLuXTwOjqNAf9W7kR0a3ybElvMiZYdfWjRxpNrVwqIPZROnwkROLRqhUvv3qZQ+IDFT+PcvTtQc07IBBk7v7/AlROZIECXoSH0n9IaB+eKrygpF3I5tFby1A66vQ2hHXxsOg5XDyfaD2jB+X1pnN6RXGWjXR0Jp7NJj8tHrpTRf2pFCyxzOhgfGuSklaDV6FE6SOd4z55F4caNaBKkjbHH5EkoGlF0szpyr5Ww+YuzGPQikd39GTyjrcVrX1NaJ2ythy3lLeWwlS1GtBrBl61+ICK/NxmBfchK8KNTryRkBYlcySymbaD5tcscmueEbeQt5bC1LZqqLe1xTtQHi0LHRVE0+9PYc5phP7C0YqstOexBB1tw1CXfsmVLVq5cybVr19BoNCQnJ/Ppp59W2WQbOZYuXYooilW82ZUxadIk9u3bR1FRESqViujoaNMmu7oeS5cuJSYmhsLCQlQqFRcuXOD111+vdZNd2zj27t1b6+c4MTGRhPIvjdU5RFFk7969tV6rMTo0RY7KbfCaMse/qcOW8rDx8V0qebMNBojdKP1tYdh4Y3QA0Bl07EnZA8CoVqMQ9XoKy8PGPctDt2uDws+Plp9/huDsTMmhQyTPmImsqBiHyEgcywuGVYbvwoUIDg6oTp6k5OChKsc0KSlkLFsGBgOuAwfi2KYNZWVlxB6S7NRpsGWRE7aaE1FDpHZiFw6kYzBIa4T3XXcC4D52rClv3RwO/xnPlROZkjdehLP/pPHL0iPEn8oCoCCrlG3fnkMUoUP/ILqOqJnHbItxdB/ZEgRIPJtD7KF0s+fptQYOlodmdx/VEg9f5yoc1eHm7YiLhwOiQSQ7ucj0unPPnji2rcif9pg2zeIxlBSo+fuTM6hLdfi1cmX0vZ2QNTKyoTKa0jpxIznsQQdrOJwVznTt0oZS+TX0ckcuq4dh0AmMlUWz51Ljwsf/v9vSnnSwBUezDrblqAuN3mgLgmDVTzPsE/ZQdMoedLAFhz3oYAuOZh1sx2EvBTuaSgGVjMIyopPyABjXudJGO/UYFF9HdPSAyFus1iGxIJGMkow6zz2ZcZJ8dT5ejl70DOxJ6fFodJmZyNzdcR06tN5rOXXsSPA7bwOguy556f1feB43My2rlIEBeN8hFSbM+uRjRFGk9PhxUh59lKtjxlK8ezeAqThXWR7kppcgV8ho0yugBl9DYKs50bqnP06uUkGx5HNSkTCPceNovW0rIR/8t9b7/5ldKVw8IH3pHzWvI5Of6I6nvzMlBRq2fHWWzV/EsPmLs6hLdQSEe3DLne3NctliHF6BLvSZEAHA3l8ucT2+ZjXamD2pFGapcPFwoOfYsHp1EATBFD5eOU9bEAS859wBgK5Naxzbtm30GESDSEm+mk2fxVCUW4ZngDO3PtQFhYOV3v0msk7caA570MFajgmtJ3AqVCrImBowiMIUJ8bKj7PnYta/poMt5O2Fwx50sAVHsw625agLjfr2WJuXurE/zbA/WNq+qHJ/4f/vrZyMtmjq47BWvnlOSJDJZPj7+yOTyeymBcXNaMdR2Q4N5dh2/jqiCD1bedHCs1I4bXnYuDp8BCgca5GuH/n5+Xwd8zWT1k9i9qbZlGpLaz13Z/JOAIa3HI5CpqBwkxQ27jDsFmTlPZDrg8fo0fg/8QQAsiFDcBs0qFY7+N5/P4KTE2VnYogffytJd99D8c5dIIq4Dh5Mq+9X4jpwIABn90mVxiO6++HkalkYva3mhEIpp8MA6aHI+f0VRRodwsIQqj2oMs6JhNPZHFgTB0iFu9r1DaJlBx9mv9KXXuPCkMkEEs5kk5tegouHA+Mf6IJCaX4Taatx9Lk1nNY9/DHoRDZ/eZbivDLTOaoiDdHlBd/6T4nEwUlhlqM6As3kaQN4zZpF0FvLcX7ppSrrhEalI+l8DpePXSdmTyrHNyVw4Pc4dn5/gY2fnGb1m8dY+dwBvnh0L98/f5Cs5CKc3ZVMWtQNtb72udxYW/yb8pasEzdCD1vKW8phS1v0C+pHZuhVRFFDiVsICde60EuIIyExnsIybYN5mueEbeQt5bC1LZqqLe1xTtSHBudoz60j7OtmICcnhw0bNrBr1y5OnjxJUlISOp0Of39/evfuzdy5c5lqJjSvMjZt2sTXX3/N0aNHyc3NxcfHh169erFw4UJuu63+sMSrV6/yzjvvsH37dq5du4aHhwc9evRg4cKF3G5lL8zGwtpogbqKeNV1TSenitxJSzis1cFeOCrboimPw1r55jlRAZlMRuvWUv6mn1/jc2erwx44LJGvbIeGcmyKMVNtXBThwgYAnHrMbLQeRpTpynj3wrtsSZTaa2WrstlwdQOzO9RscWcQDab87FFhozBoNBRuk9p8Bdw+vVHX9XvwAdxHjUTZqhUymcxkh4yEQvIySmjfLwhBEFD4+eF95xxyV3yHJjERwdERz9tuw+eeu3Fs08bEp9caSD4rfUHoMKCF2Ws2SC8bzomoISGc3plC0rkcinLLcPdxMisjk8lwNviy4fvTIEKXW0LoMaaV6bjCQU7/Ka1p2yeQf369RN61UsY90AU379ofrthqHIJMYMTcjuRnqshJK2bzF2eZurgnSgc5RzcmoCnT49fSjQ79a9q8Nh3MVR6XriXDe8oUjNngfn5+iKLIho9Pk5FQs1NEbfAMcGb0/Cg8/V2AxlcZr46msk7cCD1sKW8phy1tIZfJGdthFInnTxKR3594lxFElZxghGM0B+OGM75Lw9aO5jlxc3WwtS2aqi3tcU7UhwZvtFeuXHkj9Wg0goKC0Ol0pv+dnJxQKpWkpaWRlpbGX3/9xfjx41mzZg0uLlVvPHq9ngULFpgKtgmCgJeXFzk5OWzevJnNmzdz77338u2339a6gd28eTMzZsygtFR6euzh4UFOTg7bt29n+/btzJ8/nxUrVvxr4fLWRgrUVzG7tmuq1WocHR0RBMEiDmt1sBeOyrbQ6XRNdhzWyjfPiQoYDAYSEhKIiIggNzfX6sU8Ozv7pnNYIl/ZDjKZrF6OrCI1xxJzgWph42knoTAVHNzI9uqGJaPIKMng8T2Pcz7nPApBwcCQgexL3cdPsT8xs/1MZEJVz+v57PNklmbiqnSlX4t+lOzZh6GwEEVgIKUR4bgC6lItDs6KBq31ysjIKnPCQXDlrw9PoVXrUSjlpvBvvwcfxFBUjDI4GK9ZM1F41yzMlXguG3WJDldPB1p29KlxvKGw5ZzwCnQhpL0XaZfyuXAgnX6TI83K5KQV8fdnp9HrDER086PDSB+z9vMNcWPa4l6IBrHeauq2HIeDk4JbH+rCH29Fk5VcxJ4fYuk1PpwL5Z76wTPamtWnNh38y3tpF2aXUVqowcWjIhKi+jpRkGwgI6EQhVJGYKQnTq4KHF2UFb/dlLh4OODq6YizuwPOHkrklfqm/39ZJ26UHraUt5TD1rYY7DOYl0PfJCK/P5kBPclK8mVsh+NsupTZ4I1285ywjbylHLa2RVO1pT3OifrQZPto63Q6+vbty+eff87Vq1dRqVQUFxeTkJDAggVS/tqWLVt44IEHasguWbLEtMl+/PHHyczMJDc3l/z8fD788EOUSiXfffcdy5cvN3vthIQEZs6cSWlpKYMGDeLSpUsUFBRQUFDAq6++CkgPJqq3a7qRsHZDXznctzGo/LDDUg5byd9sDqMtmvo4rJVvnhMSDAYDWVlZGAwGfHws3wgZYQ8clshXtkNDOIxh491CPQn1rvSQ9MJ66Xe7sfgEBJuVzSvLY8G2Bdyz5R7ePvY2G69uJL4gHoNo4GzWWe7YdAfnc87j5ejF12O+5t2h7+KudCepMIl9qftq8BnDxoeEDMFR7miqNu5x6634+vtz+fh1vn1qPz8vOcKJrYmUFNRdVKWyLby9vdn700W0aiktIXpzImJ5ETG5uzst/vMafg8+YHaTDXDxsJTv3b5/kFWFr2w9J4xF0WIPpmPQ1ywiqCrSsOnzGLRlBgIjPBizIAo/P986r9GQlmW2HoeHnzPjFnZGJhOIi87krw9PIYoQ2cO/1orkteng5KokoHyzHb2pZsFI45zw8vLm6IZ4ALqPbsWUJ3swbmEXht/VgQFT29BzbBidBgUT3sUP/1buuHk7Vtlk16VDY9AU1okbpYct5S3lsLUt+ob3xT1EQZksDYNMyaXiYQwQznP8YmKDnTTNc8I28pZy2NoWTdWW9jgn6kOT3Wjv3r2bo0eP8tBDDxEZWfHUPDw8nG+//da0wf7pp59ISUkxHc/JyeH9998HYMqUKXz44YemJxmurq48/vjjvPjiiwC8+eabZGbWrMz46quvUlJSQlBQEH///Tft2rUDwM3Njddee42FCxea5PPy8m7A6GvCWo+2PeTC2oMOtuCwBx1swdGsg+04bLEO2APHv6FDRbXx6mHj5W29Ot1mlkMURV45+ArHrh/jVOYpfor9iRcPvMht629j4K8Dmbd1HlmqLNp4teHzgZ/TJ6gPLkoXpreTQsB/vPBjDb6dSdJGe2TYSPTFxRTvkaqPe06aSG5uLie3JgFQkKniyPp4Vr1wiE2fxxB/Ogu9mU1mZURvv0pKbB5ypQylk5yctGISzmTXKWNEaaGGpPKCY+3NhDA3BraeE5Hd/XF2V1JSoCHxbE6VY3qdga1fn6MoR42ju8DYB6JQOMjtdm6HtPNmyCypMriqSItMITBwWusa5zVEh4HTpLD/c/vSyEopMnvO6T3x5F0vxdFFQffRrcyeUx/s1ZZNkcMedLAFR35+PhPbTORM8BEAUn0Goc+V0bX0COfTG5ai0GxL+9HBFhzNOtiWoy402Y328OHD6zxu9GoDRJf38QTYuXMnZWVScZNnnnnGrOzixYuRyWSUlpby+++/VzlWUlLC2rVrAXjooYfw8vKqIf/CCy8AUFhYyPr16+sdiz3AHioz24MOtuCwBx1swdGsg+043GvptdzUOG60DjnFao7ES2Hjt3autIG8HgP5SaBwhjajzHL8cvEX/kn9BweZA8/3fZ47O95Jd//uOMmdKNGWoDFouCX0Fn4c/yPtg9qb5OZ0nPN/7J13eBTl2sZ/syWbTe+9AgESIHQBQRAUxHrUYzn23o8Fj91zbJ/l2OuxN+yKvYKIIIL0EiCUJBASQnrb9LI78/2x7mbTNlsmyQTnvq69CDPz3Hs/z/vMO/vO29AKWjaWbmRv9V778bzaPArrC/HR+HBM/DHU/7wcqa0Nn+HDMaSn01xl3RtZq9cw5/xRxA4PRhIlDu6o5KdXd/LhfeupLGro0c/66hayllpfKEz/2zAy51q3q9r0Y75LL01zNpYiiRJRyYGExXq3YqrcOaHVaexzxh0XRZMkidWf5lCcW4veV8vw4wwYA/SyaJCDozf7sXMSGDvH2ks/cX7Sn/Og3dcQPyqUtClRSBKs/jjHPnrBBotZJHul9cX+pBOSMRg9G4mj5FgONQ4laJCDIzAwkJNST2J3zGaQ2qkPTOLg4dEs1G5i5V7XtvlSY6kcDXJwqBrk5XCGIdvQ7guOCzI59kYVFBTY/87IyOjRNiAggIQE6w+fpUuXdjq3Zs0ampubATjxxBN7tE9JSSE9PR2An3/+2QP1Aw9Pe8R9HFbd9bZXXY4V6QeTwxaLoe6Ht/ZqTlih0WhISEhAo9HYX+55AyVweGLvGIe+OJbvLsMiSoyNDyIp3HHY+J+92Wnzwce/G8e+6n08vdk6UunWKbdyQfoF3HXUXbx/0vusO38dX572JR+c9AHPz32eAJ+ATvYx/jEsSF4AdO7Vtg0bPzruaPz1/tR9b92/O/iUkxEEgV2rrY3ItMlRjJ0dz5m3T+b8B6YxcX4SxkA99VUtfPnUFgqzO3p1NRoN8fHxrP4ol/ZWC7HDg8mcl8iE45LQG7RUHmrg4A7nvdqSJNn3zk6d1PMQZnfQHzmRMcs6tL9wdzV1ldbn5a7fDrP792IQYP7lGaSNTXIpJ7zRIZf97H+M5Lz7p/U659xVDUf/PQ29QUvpARP7NliH/tvuj33rymiobsUvyIdxc7vvE+4qlB7L3uBOPdGfOuS095RD7li0tLQQFxBHetxIKo07AcgR5zJb2sHavYf6sO7g8FaDu1BzogP9kRPeQs0J13DENrRXrVpl/3vcuHE9XuNsOKjt3M6dOzsd37Vrl/3vMWPG9Go/duxYALKzs53qbGxs7PWjdAiCgI+Pj7o/OmosbFDj0AHHB8JQnmvurX3XB2NvHJIk8eU2a+P1xLFdho1nf239O+Nv3Tia2pu4ffXttIvtzEmYw/mjz++sWaMjLTSN8ZHj0Wq0PWq4KOMiAH7M/5GKJuv+sr8WWvesPi75ONpLSmhcvwGAoFNOoaWxnYIsa8/7mNnxdp7QGH+O/vsIzn9gOvEjQ2hvsfD9/3bYG+UajQZTvoaivTVodQLzLk5HoxHwDdAz7tg/e7V/cD5vsvJQg33v7OEe7p3dKT79kBMhUX4kpoeCBNlrijm0t5rfP+vYxis1M9KlnPBWh1z2giAQFuvfZ73Wl4aAUANTTk4B4I8v82htakej0RAdFcuWP6chTDkpBb0X+2ArPZa9wdV6or91yGnvKYfcsbDZn5h6IhuSrcPHSyOOoq3Eh6Di36lubHOZw1sN7kDNiQ70V04MJocS4iAXh1P+fmUfJNTW1toXMjvmmGMYNapjmGBKSor97127djFnzpxu9jU1NRQXFwPY/7XB9v/Q0NBuq5k7Ij4+vkf7rggICHB6HqyLS9kWmNJoNGg0GkRRtH8cf5T19ANNEASXjrvba2dbYdpx9ICNw9XvdDzekwZ3eXri8ATuahdF0b7ats3ekxj0VB7OfHXVj4Eqj66rjvfE4YzHmQ/uaO96XK7ysP1fkiTMZrO9stdqtQiC0GkhOFEUycvLY+TIkVgslk7ntFrrD+muL/t0Oh2SJHU6LggCWq0WURQ7cTgety0MAt3rCMfjtu909Mt2fdfjPfnkeE1X7b35JAgC+/btY8SIEfbvsVgs3bR/tPEQG/Or8dFqOGWcw64SZdnoqveD1oA4Yj6i2WyPp0aj4YlNT5BvyifCGMH90+7HYrH06VPX8hgbMZYJkRPYXrGdj3Z/xN+G/4291XvRClrmxM+h+rXFIIoYp05FExvLnt9KsJglwuL9CU/0w2w2dyoPnUHgxOvHsvqjHHI2lvPbR/swlTcxamY0a5bkADDxpERCov3sMRh7bCw7Vh6iorCegl1VJGaE9lhOu9danykpmeHoDII9tx39cVYeXY/bYtFX7jnmkuNxx1g65t7oo2M4tKeG3WuKyV59GEmUGHlUNOPmxtHW1kZubi4jR45Er9f3eH+465PtnnSEOz7ZrnHnfuqaYxaLBVEUnebemNmx7FlbTG1ZM+u/2c/Ms0ew4tNtNJnaCAj1YeT0KMxms8d1hGMsPakjbNodY+lOHQEddaWrdYROp8NsNrNv3z7S0tLs39VTebjjk7PycMUnxzi4ej85+mSLQV/l0fW4KIqd7o+udX9v2ns7bvv7uITjeCLsCUSxGrM+jL0lMzkhbhOr9pZy2viOBSZ78sn2tyd1hGNeunM/2Z6htt/wXcvD03qv64Kt7vhk0+VpHWGzt2lx5X7SarVYLJZu90dvz2JXfLLFwZs6oqe63x2feqqz+7qf2tvbyc3NJS0tzX6tN3WEs/Lo635yFUdcQ1sURS666CJKSkowGAy8+OKLnc4fd9xx+Pr60tLSwiOPPNJjQ/vRRx+1B9JsNtPc3IzRaASgvt66iImzRrbjedv13mDr1q3274+MjGT48OHk5+dTUWHtedFqtfbva2lp6ZSgBoMBvV5Pc3Nzp8Ty9fVFp9PR1NRkfygKgoDRaESj0XTrUff390cURfuweehoiFgsFlpaWuwcGo0GPz/rj8/W1o5VeLVaLUajkfb2dtraOt6g6nQ6fH19aWtr66Tdx8cHHx8ft3wC7D7Z4K5PBoPB7pMNrvpkuyH1ej2+vr60trZ2qkhc9ckWy67l5I5PNg5BEPD39/fIp64PJFd8sn1sje2+cs+ZT5IkERAQ0GM5ueqTJEnodDqnudeXT7ZY2rb4am5uZuvWrfbrR48eTUhICNu2bev0g8T2QMvKyur01nTKlCm0tbWxY8eOTnGfOnUqJpOJvXs75gobjUbGjx9PRUUFZWVl9uPBwcGkp6dTXFxMUVGR/XhPdQRAQkICgYGBFBQUYDKZ7MeHDRtGVFQUu3bt6hTjnnwym81MmjQJHx+fTmtfOPNp4sSJVFVVYTKZ7A/cwMBAxo8fT2VlJQcOHOBwvZmHV1k13bFwFNqWWjZvtvqUtPc14gDS5pNfXElFxR57wzBfn88XuV8gIHBx+MXs37XfJZ927tzZad59ZmYmF4y+gO0V2/l4z8dUlFrjNjlqMj5tGoo/+RQNUDV1CuVbt5L3uzWf/RPb2LJlS6dysvkEEJAukaoJIH99A9t/OcSO3w4htoN/lAb/RGveOpZTeJqGsmyRTT8cpElbTl1dx0JFw4YNIzw0gr3rrQ1tIayOrKwsxo4d262cbD65Uk5msxmDweA09xx9gs65d/DgQXtuO+ZeVXs5OiO0NLQDEJ0aROxUgS1btiBJErW1tYSFhREbG8vevXs7ae8p9/ryqaGhodMItL7up64++fr6MmHCBLfup4SEBHJycuz3k9lsZuTIkU5zb8fOLCLHi9T+DLtWFxOfEcTBzdbfCaGjLWzbvrXHcnLVp5ycHHt5eFJHJCQksH///k71qjt1BEBqaioGg8HlOsLmU2FhIXV1dfYfylOnTnWae335ZDabSUlJ6VZOrvrU2tpqj6Wr91NXn3bt2mXncOV+Kioqst8fPj4+pKWlUVBQ0Om3ZE+558ynhIQE/P39KdxbyCi/UeSFb2BkzYnk+85mYfuj3PJHNnHtHZ1CPfkkiiJHH320R3VEUVGRvc52536SJIm2tjZGjhxJdnY29fX19lh6Uke0tbV1eha7W0cEBwcTFxdHdXW1x3UEQHR0NAEBAS7fT5mZmWi12k73h9lsZvr06R7VEQcOHLCXh6d1RE5ODlVVVfZYultHZGZm0tra2m3UcF/30549e6itraWurg4/Pz9SUlJoaGjwuI4A66rjI0eOdPl+SkxMxB0IkhzdfwrCjTfeyEsvvQTAW2+9xeWXX97tmrvvvpv//ve/AFxwwQXce++9jBgxgtLSUl577TUeffRRdDod7e3WHwgtLS32nsqrr76aN954g/j4+E4F2BX33nsvjz76KD4+Pp0aMV3R2xDxxsZGoqOjAWsPvb+/dcGbnnq08/LyAGtC9zS0zZUeO1tDwh1IkkRTUxN+fn52LhuHJ72Hoih20+Aujyd+uMrRl3ZbLGzHvOlBdSWW7vgxUOXhLCdc4XHmgzvau759lKs8RFEkJycHSZLsPbTQe+/v1q1bmTJlChaLpVND25PeqtbWVrud43F33kTbens97dG2Ncp60t6bTwCbNm1i0qRJaLVa+z7zNu3NbWbOem09e0rqmTUinPcunwZYX1JgaUP7/FiEpio47xPEtBPsvTvlLeX848d/UN9ez+VjLufGCTe67FNLS0u38rCIFk7+6mSKG4vRa/S0i+3cc9Q9nFwYzuGbb0YbFkbqil8oLWji2+ey0PlouPCR6fZFq5z1guRtruDX9/cgmiUELZx11ySCo4wYDIZO1zfVtfHx/Rsxt4ucfMM4EtI75mBrNBrysypZ+tou/IJ9uOD/piGKHS+0PO3Rtv3g8rRHu62tzR7Lrrm38bt8ti07hH+wD2ffMxXfgI7v2Lp1K5MnT7a/0OpaHu761N7e3m3RQnd8MpvN+Pr6etVbZTab8fHxcel+Wv7Wbg5sq0Sr12BpFwmONnLmnRPw8dE79bUvnxzLw9Peqq7l4W5vlSiK9pEKjnDmU3t7O5s3b+5UT/RUHu745Kw8XPHJdm84095XOTk21t3p/XW8P7rW/e72aIuiiI+PD2azma/3f80zq17kgq3/AUHDqQ038/CIS3nxnpvQ/rmNXk8+2crD0x5tWyzdHSGydetWpk6diiAItLe3dyoPT+o9x/JwLCdXfRJF0X6uq3ZXe7RtHRHu9P6azeZu90dvz2JXfLKVhzc92o7l4UmPdk91dl/3U1tbG1u3bmXSpEnodLoey8Ndn3orj958amlpsS+g1tDQYG+f9YYjqkf7tttuszeyn3322R4b2QD/93//R1FRER988AEffvghH374YafzI0eO5OSTT+bZZ5/FaDTakxk6VqdrampyqsV2vq/V7PoqIMD+I8gRjgnj2CBw1ihxdrxrQ8Ad2BoxXTnc1SKKYo8a3OHxxg9XOPrS0jUOcpWHJy8PBrM8essJV3gc0Vd5uqJFzvJwLGfbjwZHdNVqi0NjYyPh4d33Cu4tvj0db2ho6JHDVhe4crympqZHDqDTD7neNJpMJvvIkd7Kpetxx+FpOp0Ok8lk16DRaHj+1/3sKakn1E/P0+dMwLontHVkDDk/QFMVBMTAiPl2n0wmE09lPUV9ez2ZEZn8c9I/0Wm66+nNp57KQ6fVcWHGhTyx6QnaRetL1nlJ86h90rqLRMhZZ6E3Gtn7h/XNedK4EPwDfemKnuI+aloMgWEG1n9zAN/4ZsJiAzCZTBgMhk7XB4XpGDM7nqwVh9jyUwHJYyMQRYnD+2rYv6Wc/dusb+FHT4/Bx0dPVVWd2+XR9bhjefSWe85yrKdY2q6fetIwfAw6RkyOxj/Y0Oka2+gn6Lk83PWpvr6+Rw5XfbLltjv3E3TOMcf7o6/7adbZIynMrsbcZv3Bd9QpKTQ3N+HnF97j9a765Kw8XPWpt/JwpY4A6zaq4eHhbpWfra50rCc8KQ/H466UhzOfHO8NZ9qd+eRpeTjeH73V/a765FgeC1IX8OjGR2kWcjAymj2NxzPLvI5dJZczObnz4oo91f2e1BG2OtvRB1fuJ+h4Bmu1Wmpra70qD+g5t93xyabB0zoCsNf9rt5PNo093R/Ornfmk6vl4cynnsrDHZ96q7N7u97mv+1fRw2e1hHQd3n0lpOu4ohZDO2OO+6w74/95JNPcsstt/R6rU6n4/3332fZsmWcf/75ZGRkkJSUxPTp03n00UfZtm2bvafZtke2DXFx1nksNTU1Thvbhw8f7nR9f8PbXtzeEqwvOL6E8JRDLvvB5rDFYqj74a29mhNWaDQahg0bhkajISwszGsNSuDwxN4xDl051uRW8vpqa8P18b9nEh3UpeG69c9VwCecD1qHl0Z+Ar8X/Q7AA0c/gF5j7QW0NDRQcv8DlNz/AKZvvqHt0KHu8/Xb2zEePkzVu+9StGgRlW+8YT93xogz8NdbX35mRmYSWtFM4x/rQBAIOeccmhva2L/V2tideHyqW3GISwvl9FsnMuW4kU5zYuKCJLR6DaUH6lj62i7evWMt372Qxe61JbQ2mQmK8LUvnKb0nNAbtEw5KZWQ6M5TrZzlRH/oGAh7dzkCw3yZclIKACGxvgyfGKWIOMjBIXc9MZA65LT3lEPuWDjaB/kEMSt+FtsSrYuiHQqeybyGrazaW+oyh7caXIWaEx3oz5wYLA4lxEEuDmc4Ihrat99+O08++SQATzzxBLfddptLdgsWLODDDz8kOzubgoIC1q1bx913342fnx+rV68GYObMmZ1sbKuJg/MVxW2rkztbmVxOeDsDoOuwDldgm7Nqa+R7wuGtBqVwOMaiN/sPPviAa665hilTptiHe7777rtONdTV1XHrrbeSnJyMwWAgOTmZW2+9tdPcTTn98NZezYkOaDQaoqKi0Gg0VFVV9W3QB5TA4Ym9YxwcOWoa2/jXku0AnD8tiQVjYjobmopg/wrr3xMv7HTqmz3fYJbMjA4bTVpoGgAWk4nCy6+g9tNPqf30U4rvvIv98xeQO3s2RTfeRNmTT1Jw6WXsO2oaBeecS/l/H6f+p6VUPP0MdT/9BECATwAXplu/6/QRp1Pz2RIA/Gcfg09CPHvXlWIxi0QmBaIN6HulXmex6C2W/sEGxvy5PdaB7RW0NLZjDNQz5pg4TrtlAhc8OJ2AUN9OsfQGSsqJgdYhp70nHJMWJHPCVWM5/ebJaHVaRcRBDg41J7zjkDsWXe1PTD2R7LidCGITrb5hVJeOojh7jVsc3mpwBWpOdKC/c2IwOJQQB7k4nGHIN7Rvu+02nnrqKcDayL799tu95ly7dq19EYFLLrmk07lZs2bZFybruse2DQUFBezZswewNuYHAt72aNsWeXIHtvm4tka+JxzealAKh2MserP/97//zeuvv05BQQGxsbE9XuOoobGxkTlz5vDss88yatQoFi1aREZGBs8++yxz5szpcwu4wSgPNSc6YFsEzWKxEBER4bUGJXB4Yu8YBxuHJEnc9eUOyupaGRbpz79PTu9uuP0jkERIngXhwzudWluxFoCFKQsBMNfUUHDZZbTs2IE2OJjQiy/COH486PVYKiqpX76c6rfepmn9eqTmZjTBwQTMmUPA8ccBUPLAg7SXWnt0rp9wPd+c/g1nJp2K6csvAQg99x9IksTuNdYFg8YcE0dkZKRXsXAWyyknpzBsYqS9cX3pf2dy7AWjSRwdhkbb8dg+knLCWwyGH95yCBqB1Anh5BXsVesJNSfskDsWXe3nJMzBx0dPhe8mAHIsc0mrWkV5Xe/7Cas5IY+9pxz9nRODwaGEOMjF4QxeNbQrKip44YUX7J+vvvqq12u/+OKLTtdWVlZ689WAtZFtGy7+1FNPydLIrq+v54YbbgCsjeSjjjqq03l/f3/+/ve/A/DKK690WqHOhscffxywzs8+/fTTvdbkCrzt0bYt/OYuHBcU8JRDLvvB5rDFojf7N998k4MHD1JRUcG1117bp4YnnniC7du3c8cdd/Dzzz/z3//+l59++on77ruP7du388QTT/SLH97aqzlhhSRJ9tXf5ajvlMDhib1jHGwcL/2ax7LsMvRagRf+MRE/ny7zsUQRtv05bHzSRZ1OVTRVsLF0IwALUxdirqqi8JJLad29B21YGEnvvUfMPfeQ8uknjNq8ieQPPyDqtn8R8o9ziXnwQYZ99y1h331L4muvkvDss/iOHYtoMlF8191IoohG0DAseBgNP/+MpbYWXWwsAXNmczinltqyJvQGLWlTo72OhTN7Y4APJ14zrsfGtSOOpJzwFoPhhxwcaj1hhZoTHZA7Fl3t/fR+HJt4LL+PsA4fLw8dz5yq3azaW+4yh7caXIGaEx3o75wYDA4lxEEuDmfwqqH9zTffcMstt7Bo0SIWLVrUaducrhAEodO1zhrlruDOO++0N7KfeeYZ/vWvf7lsu2HDBh599FF2795t/wHd2trKDz/8wNFHH01WVhbR0dG8+eabPdo/9NBD+Pv7U1JSwqmnnkpubi5gXWThoYce4tVXXwWsPZihoaE9cigNSpgLqwQNcnD0Zn/88ceTnJzsEodGo+HNN98kICCA++67r9O5u+++m9DQUN566y2nL1hsOt599137MPXvvvuOadOm4efnR3x8PP/5z3/sDeMPP/yQiRMnYjQaSUpK4rnnnnNJqzOoOWFFcHCw1xqUwCGHhs92VvP0cute0veelM7Y+B44D66G2kIwBEH6aZ1O/VzwMxISmZGZRDXpKbj4ElpzctBFRpL8/nv4jupYV0NjMOA3eTLhV15J7AMPEHruORjS0gj5s14W9HrinnwCwWikaf16qhe/Z7et+eRTAELPORtBqyX7d+u6GyOPisbHV6eIWCqBQwka5OBQNcjHoQQNcnAoQYMcHD3Zn5hyImXBxQiWIiSNnsrqiezbuXFANQxFDiVokIND1SAvhzN41dBetmwZYH3DEBUVxdlnn93rtWeccQZxcXH2hsHPP//s8fcWFhbae/M0Gg2PP/44MTExvX5sQ8ttKCkp4d5772XMmDH4+voSFhaGv78/p5xyCrt27WLUqFGsXr26173SUlNT+eyzz/Dz8+P3339n5MiRhISEEBwczP33348kSVx66aWy9LAPFBx7IQeLQwka5OCQQ8O+ffsoLi5m5syZ3Vam9/X1Zfbs2Rw+fNi+tZsrOr766ivOOecchg0bxrXXXktAQAAPP/ww9913H08//TTXX38948aN4+qrr0YURe64445uK/K7CyXEUgkcfQ3zHyoc3tq/vSafJ5ZZX0z+a/5ILp3Zy4JitkXQxp0FPp0X0lqab52yc2rA0RRedDFt+/eji4kh+f33MAwf3pWpRzj6YUhNJfquuwCoeOYZWvbupWVfDs1bt4JWS/Df/06jqZUDf674PeaY+G4cnkAJ5SkHhxI0yMGhapCPQwka5OBQggY5OHqynxk/k0CfQHLC1gFwUD+LsAM/0m7p+VmnxlI5GuTgUDXIy+EMXu2DtHv3bsDaWz1r1qwel1G3QRAEZs6cyZIlSzrZegLHH72iKFJWVub0+oaGhk7/nzx5MnfccQerV68mPz+f6upqwsPDGTt2LGeddRZXXHEFPj4+TjlPOukkduzYweOPP87y5cspLi4mJCSESZMmcc0119iHlw8VOCs7Z7BtL+AphyRJ9u1NRFFC6mEPXnfQXxw6H02f8+BtsfA0lo7Yv38/AGlpaT2etx3Pzc3t9ZquOn766SfWrl3L1KlTAXjwwQcZMWIEzz77LEFBQWzbto1hw4YB1mkZI0aM4IknnuCCCy5wS7u3OeHMh6HEodVqGT16NFqtttNK7J5CCRye2Nvi8PGmIh763lrv3zhvBDce13Pe0lwDe76z/j2x87DxkoYStldsR0Bg8pt/0FZQgD4+nqTF7+KTkOCxHyHnnE3Db7/R8OuvFN9+O76ZmQAEHncc+qgotn57ANEiETMsmMikwB45XIGaE1Y4xkEODXJwDJYGNSesUHOiA3LHoid7H60P85Pn81PDMtI2n0ldYApHFb/P5oM1zBjefcslNSfksfeUYyByYqA5lBAHuTicwauGdmlpqb3xERMT08fVEBUVBVgbV6WlzrcScIaUlBSv5iQnJiba51F7g+HDh/P66697zaMEeBLPrvv0ecJhbhN5/ebf3LYbaFz9/Bz0ht6HDzvGQo4eVNvc/96GtAQFBXW6rid0LY8LLrjA3sgG6xoCp5xyCm+//TZ33nmnvZEN1ntk5syZrF69GrPZ7PLe5HLkhDMfhhKHIAiEhIQAyuhVl4PDE3tBEFiWW8d/vrHu0nDZjERunT+yd4MdS8DSCtFjIW5ip1PLDlpHUc1lNOaNW0EQSHr7Lbca2dDdD0EQiH34/zhw2g5ac/NozbWOFAk97x+Y2yzs+s06bHzC8Ym9crgCNSescIyDHBrk4BgsDWpOWKHmRAfkjkVv9gtTFvJl7pdYyEFLOrX148nZsZ0Zw49zmcNbDc6g5kQHBionBpJDCXGQi8MZvOrqcexur62t7fN6x0ZBf3fVq+h/SJJEY2OjLA2ZoY6hEIuJEyd2O2Zb/XzChAk9nrNYLH2OGHHEUIjDQMFsNrNp0ybMZrN9hUxvoAQOT+y/2FzIXV/sBOCymSnccmxy76NDJAm2/jlPeuJF0OW6nw5at+E6bW8AAP6zZuHj4roHjujJD11YGHGPPGz/v09yMn7TprFvQyktje0EhvuSOiHSKUdfUHPCCsc4yKFBDo7B0qDmhBVqTnRA7lj0Zn9UzFGE+4azLc46N/uQ/3QMW790i8NbDc6g5kQHBionBpJDCXGQi8MZvOrRDgkJoaKiAkmSWL16NaIo9jrE0mKxsGrVKgRBQJKkfp98rsI9eLo9mGODyhMOnY+Gq5+fA+A0f1xFf3HofPrmtMXC263WoKMnu7cea9s+2s7uo646bL3gjrD1Pjs75+6K297mhCPkiOVgctgqcKUMbxrooV41jW38+5vdSMD5RyVy3ykZThfNpGQ7lO0ErQ9kntPpVGFdIburdqOXNMSvyUUCQjycotObHwFz5hB2ycVUL36PsMsuAwSyVhwCYPy8RDQaoU+OvvBXzwkbHH/cDGU/5OBQc8IKNSc6IGcserPXarSckHICnzV+zlGHW2k2RjFufxGHqptIDPNzicNbDX1BzYkODERODCSHEuIgF4czeNUiSU5Otv+oLioq4rHHHuv12scee4yioiL7/1NSUrz5ahUyYzCHw+gNWvQGLVp9x9+efvqLw52GlhyxHP7nok62Fe27wna8t/nZcuiQo1f6SBjeJAeHUhbsGOjFS95fX0Bzu4WUYC0PnJKOIAjOOWy92aNPAb+wTqeWHrQugnZ2TRpSRSXa0FAC583trK+2lV/e2c1vH++jaF8NothzDts0tLdasHRZ/CfqrrsY/ssvhJx7DgXZVdSUNuHjqyX96NgeOTyFEspTDg4laJCDQ9UgH4cSNMjBoQQNcnA4s1+QsgCzto0G/S4A6lrHsX7n3gHVMJQ4lKBBDg5Vg7wczuBVj/bMmTPZtGmTvZf6vvvuIzs7m2uuuYbRo0cjCAJ79uzhtdde49NPP7VfJwgCRx99tFw+qMD7XjslbIGkBA1ycMihYfTo0cTFxbF27VoaGxs7rTze0tLC6tWriYuLY8SIEf2mQ45FxJQQSyVwOM4pGsoc7ti3tFt494+DAJyaZrT3BvfKcXAtbFls/XvSxd1O/5RvHTZ+3A7r/4NPOxXBYdHKQ3uqWf52Ns311hEYu347jDFQz7CJUQyfFEnc8BBqyhopy6+j9ICJsoO51JQ2Ehrjzxm3TsQYaOUSBAGfBOvK4rbe7PRZcfgYOz8uBzKWSuZQggY5OFQN8nEoQYMcHErQIAeHM/sJkROIMEawLnkjxx2YTHHwVIJXvA9zJg2YhqHEoQQNcnCoGuTlcAavfkmff/759r9tjehPP/2UefPmERcXR2xsLPPmzePTTz/t1jvmaKvCe3jb+2ib7+AujEaj1xxy2Q82hy0WcmiwWCxceeWVNDQ08NBDD3U699hjj1FTU8OVV17p9AWLtzo87cVVc8IKrVZLZmYmWq2W6upqrzUogcMd+yVbiqhubCM+xMhVCyfbX1b0yFFfCp9fBpIFxp4Fw47tdDq3Jpe82jzCmrUEbrL2tgT/OWxcFCU2fp/Pty9sp7m+nfD4ANKPjsXgr6O5vp3s1Yf59rntvHrTKj59eBOrPtzH3nWl1JQ0ggQ1JY388PIO2ls7z9OqLGqgaG8NggCZc7svtuZJLP/qOWGDYxzk0CAHx2BpUHPCCjUnOiB3LJzZazVajks6jryoHLSWetp9AgnfW0ZLe+f6UM0Jeew95RjInBgoDiXEQS4OZ/CqR3vKlCmccMIJLFu2DEEQ7I3tnmBrEAiCwPz58zutfqzCe3jbo63X6z2yc+z19JRDLvvB5rDFojf7N998kzVr1gCwc+dO+7FVq1YBcPrpp3P66afbOe644w6+/fZbnnjiCbZt28bkyZPJysrip59+YsKECdxxxx394kdXf7yx+6vnhG2bwIiICK81KIHDVXuLKPHG6gMAXHlMKn4OW75147C0w5JLoaEMItPhtBe6LYJmGzZ+UWESmHPxzczEd+RImuraWP52NkV7awDImBnLMeeOROejZY5lFIf31bB/SzkHtlfS0tiO3ldLdEqQ9ZMahK+/nh9e2UFZfh0/v7mLE68dh0Zrzd+sX6292cMmRhEUbqQrPI3lXzUnusJxC82h7IccHGpOWKHmRAfkjEVf9guSF/Dpvk8pD8givHkWJjGTTdn7OWZCx+4Qak4MvoaBzImB4FBCHOTicAavx4a+++67xMXF2f9va3B3/YC11zU2NpZ3333X269V0QXe9mi7u+CVDY5zGzzlkMt+sDns8z57sV+zZg2LFy9m8eLFbN26FYC1a9faj23fvr2TBn9/f1atWsWiRYvYu3cvTz/9NLt27WLRokWsWrWq03ByOf2wwdMebTUnrLBYLGzevBmLxUJlZaXXGpTA4ar90l2lFFY3EeKn5+8TY+1x6JHjlwegcB34BMK5H4BP57yWJIml+UtBkpi62boIoG7BAsoO1vHpIxsp2luDzkfD8ZemM/eidHQ+1jfdWq2GpIxw5l6UzqVPzOSiR2Zw5TOz+dstExkxK5jU8ZHEjgjh5Osy0eo1HNxZxW8f51hXzje1krPRugWl45ZensTCEX/lnHCEYxzk0CAHx2BpUHPCCjUnOiB3LPqynxQ9iTDfMH5PXQ9Aeeh46j5/wy0ObzX0BDUnOjDQOTEQHEqIg1wczuB1Qzs6Opp169YxadIkJEnqscFnOz558mT++OMPl/bcVuEevO3RdnWf5P7kUIIGOTh6s3/33Xft90JPnwceeKAbR3BwMM888wyFhYW0tbVRWFjIM88849Kq/TaOSy+9FEmSuPTSS7td88ADDyBJEscee2y3c4sXL0aSJK8WLlRzwgqlzCMaiDlVkiTx6m/7Abh4Rgp+Pk7mNmd/Betesv59+ssQ0X3Ngd1VuymsL2RMqQ8+hWUIvr5EnnkGKxbvocnURmiMH2ffNZVR02O72dqg1WoICu95nnjsiBAWXDEGQYDda4rZ/ONBdv12GNEsEZ0aRMywnu81dX6acjTIwaFqkI9DCRrk4FCCBjk4+rLXaXTMS5pHadAhtGIlotaAbk9tp9/zaiyVo0EODlWDvBzO4P1qR0BiYiKbNm3is88+49xzzyU5ORlfX198fX1JSkrinHPOYcmSJWzatImkpCQ5vlJFF3jbo62EveiUoEEODiVokIND1SAfR319vdcalMDhiv26A1XsPGzCoNNwyYzue1zbOSr2wTf/tP599E2QcVqPfJ/u+xSAf+RZ97AOOmEBhYVN1JQ0otNrOPP2yYTFOR/d0ZcfwyZEMvsf1mGSG7/LZ/vyQgAmHN/782ogYjkUOJSgQQ4OVYN8HErQIAeHEjTIweGK/fzk+SBAQfg2AGq0meQfKBxQDUOBQwka5OBQNcjL4Qzed/U44KyzzuKss86Sk1LFAEGOFaa95VCCBjk4lKBBDg5Vg3wcjgvEDWUOV+xf+806N/ucKYmEBxi6LSRnNBqhuRY+vQjaGiDlGDju/h65altq+TH/RwxtEiO3lAPWRdCyt9cCMHxyFL7+7s+f78mPsXMSaKhtZctPBZjbRQLDfBk2ofe5WwMRy6HAoQQNcnCoGuTjUIIGOTiUoEEODlfsp8ZMJdgQzOrkdZxfM5/q0NEUvPkKwx7774BpGAocStAgB4eqQV4OZ5ClR1vF0IenPeKO84S97VWXY9/mweSwxWKo++GtvZoTVmi1WqZMmYJWqx3Sq6e7Y7+npI7fcirQCNZF0KBzHADE4ix4Yy5U7oPAWDjrbdD2/M73i9wvaLW0cuahWITmFvTJSejHTeTANuucqoyZvQ8X98SPaacNs++XPWlhsn1hNHc4nOGvmBM9oWtODFU/5OBQc8IKNSc6IHcsXLHXa/Qcl3QcdcYqNFIhkqClZW+zWxzeaugKNSc6MBg50d8cSoiDXBzOoDa0VXgFTxfMOhKhxsIKNQ4daGtrA4b2CwN37F//c6XxE8fFkhze8cLFFge2fYjxo1Oh+gAEJ8L5n0FAVI9cZtFsHzZ+wi5rQzzkjDPZv60Cc6tIcKSR2BEhsvohCAJzLxrNxY8ezZhj4nq8pi+OvvBXy4neYM8JGTTIwTGYGtScsELNiQ7IGQtX7ecnzwdgd3wWAJXG8Zj2HxhQDV2h5kQHBiMn+pNDCXGQi8MZXBo6/t5779n/zsjIYMqUKd2Oe4KLL77YK3sV8sHTxdSam5vtPZjeLsjmrf1gc9hiMdT98NZezQkrLBYLO3bsYMqUKUN+mzJX7PPKG/g2qxiAa2YPsx+3WCzs3LaZqZVLELa9hwAw4ng48w3wC+uV77dDv1HSWMKo+gD8dh8EjYbgM05n9ftFAKTPjPW4bJ35IQgCgWG+vZ53haM3/NVyojc4xkGn0w1ZP+TgUHPCCjUnOiB3LFy1nxYzjUCfQNbHrWf04ZOoC0phz0uvM/3Z/6o5IZO9pxyDlRP9yaGEOHiqwx241NC+9NJL7T9obr75ZntD2/G4J1Ab2sqBKIpez0P1lkMJGuTgUIIGOThUDfJxNDc34+vbd+NN6Rw92R+qbuKV3/azZPMhLKLEjGHhZCaEdFxQU8CYDYvQ1OUBAs3TF2Fc8B/oI54f7f0IgCtz4oFaAmbPpkEKoCTPhCDAaCerjHvix0BzKEGDHBxK0CAHh6pBPg4laJCDQwka5OBw1V6v1TM3cS7f7v8WSbcXwTKGsnw9ksWixlJBGuTgUDXIy+EMLv9ydNa17mzLot4+KuSFt712tvkOg8mhBA1ycChBgxwcqgb5OAIDA73WoAQOR/vCqibu/HwHc59axUcbCmm3SBw9PJwnzsrsMGhvRvvB3wioy0MyhsFFX6I//t4+G9l5NXlsLN1IQKtA8u/WrcLCLr6IvetKAEjMCMM/xCCLH4PFoQQNcnAoQYMcHKoG+TiUoEEODiVokIPDHfsFyQsAWDd8KwBlYVOoW71GjaWCNMjBoWqQl8MZXG5oO2vICYLg1keFfLDFU5Ik2tvbPebxdDEAx/I8EhZn8IbDFouh7oe39kdyTjjeY67UZbYGem1trdcalMBRW1vLwcpGbluSxdynV/Hp5kOYRYlj0iJYcu0MPrpqOolhfh0GG19HMB2izTcSy5WrYPg8lzR8vPdjAK4qGAbNLRjSRuB71DT2risFIHG8dw/GwYzlkZgTnsDx5dVQ9kMODjUnrFBzogNyxsId+xlxM/DX+7MzbCt6Sy3tPoHs+mC5mhMK0DBYOdFfHEqIg1wcziBILnQvOw6ZvOWWW3jmmWe6HXf7iwVBlv1tj1Q0NjYSEBAAQENDQ6eVnLuisLCQxsZGDAYDUVFRGAwGWXrxVKhQYYXFYqG1tZXy8nJaW1vx9/cnKan3PZaPROyvaOB/v+bx9fbDiH8+NeaMjOSm49KYnBza3aC5Bp6fAC21cPorMOF8l76nrq2O45ccT2tbEx+9G4qmrJKY/3uI2lFz+fHlHRgD9Vzy2Ey0OnUtTxUqVKiQG3f9fhc/HPiBS3acjrFxLmHV2Zz92oXoQnuo51Wo+IvBnfYZuDhH+/77O/Y4nT59eo/HVQweIiIiqKuro7W1lUOHDnnEIUmSR6MNHO085fBWg1I4bHZD3Q9v7Y/0nNBqtURE9L6/sqONyWQiODiYqqoql2ycobKyclA48srrefHXPL7LKrY3sOeNjuLGeSOYmOTkh9ea56ClFikqA1PSCQT/GcO+NHyd+zXN5mb+djgaTVkx2tBQgk89lXXv5AAwaloMNbXVXsVisGJ5pOSEt/aOcXAlJ/pLh5z2nnKoOWGFmhMdkDsW7trPT57PDwd+YEXaVk7ZPpfq0HT2v/sZoxZdM2AaQM0JRwx2TvQHhxLi4KkOd+BSj7aKgYe7b0za2tqorq6mvr7eo6GynjRGJEmisbHRvtL2kdiocsfGFgvwfs68EmKh5kRn6HQ6AgMDiYyMdGnEiNlsZvPmzUyZMgVBELweZWKxWAac44stRdz2eRa2p8Txo6O46fi0zoud9QTTYXhxEphbsJz7EZtM4fZVQp1pECWRU746hUP1h3jnmzj8dxcSft21+F96LYvv/gNJlDjvvmkER/t6FYvBiCUcGTkhh71jHPrKif7UIae9pxxqTlih5kQH5I6Fu/Yt5hbmfDqHJnMTd6y5ljptOiNqV7Pg4/s9fpYqIQ6e6pDT3lOOwc6J/uBQQhw80dEvPdoqlI+GhgZiYmKIiYnxaMG56upqwsJ632qnJ5jNZrZu3cqIESPQ6XQecXirQSkcjrGoq6sbsn54a3+k5kRNTQ3h4eEe25tMJq81DDRHVUMrD36XjSRZe7BvnT+SOKOFsLCQvo1/+y+YWyBpBtKIBbBli0sa1hxew6H6Q4ytNOK/uxD0ekL/cR47N5QiiRLRqUGExfl7XaZKKA8laJCDQwka5OBQNcjHoQQNcnAoQYMcHO7a++p8mZc0j+8PfE9e7HaiytMpMmTQvGMHfuPHD4gGpXIoQYMcHKoGeTmcwauG9kMPPWT/e/r06SxYsMDp9c3NzTQ3N9v/35+O/dXg+EbFk0XnAgMD3Z5zb7teo9Gg0Wg84vBWg1I4HGMxlP3w1v5IzQnb20tP0dcbTyVyPPVzDnUtZtJjg3jj4iloNQKtra19G1bsg20fWP8+/kHoUhf1pqHd0s4bO94A4PLsKKCeoBMXoouKZO8fGwDImBnnth89QQnloQQNcnAoQYMcHKoG+TiUoEEODiVokIPDE/sTU0/k+wPf80vKLi4uaaLFGEHux78y3sOGthLiIAeHEjTIwaFqkJfDGbz69fnAAw/w4IMP8uCDD7J06dI+r7/nnnuIjIwkMjKSqKgob75aRRe49ANYZntBEDAajfZG/WBoUAqHYyyGsh/e2qs50YGhnBO7Dpv4ZFMhAA+eNgatxo3yXPEQSCKMPgWSprmUE6Ikcu/ae9lesZ3YZgMJGw4CEHbxJRzOqaWmtAmdj4YRk6Pc8qM3qDkhH4cS6gk5ONSckI9DzQnvOJTwHJ0RO4NgQzB12gbC9GsByN0vITY1DZgGNSc6oISckJtDCXGQi8MZvF621d0hyupe2v2DwdivWKvVMn78eLvtX3nPZMdYDGU/vLVXc6KzzVDMCUmSuP9b65Dx08bHcVRqx8ijPu0PbYS934OggePus9s4ywlJknh84+P8lP8TOkHHYxVzwGLBOHkyvhkZ/PFFHgCjZ8TiY9S57IczqDkhH4cS6gk5ONSckI9DzQnvOJTwHNVr9RyfdDwA65KzACgPHUPFd8sHTIOaE51tBjsn5OZQQhzk4nAGrxva7gxRlmM/WxU9w9uhsZ7Yi6JIeXk5oigOmgalcDjGYij74a29mhMdGKo58fX2w2wpqMGo13L3SaNdt5ckWP7nThQTLoDIUUDfOfHGzjf4aO9HADwy9X4Cf/gDgLBLLmbv+lIqCuvx8dVy1CmpbvnhDGpOyMehhHpCDg41J+TjUHPCOw6lPEdPSj0JgNVRJYSY85E0enYvzR4wDWpOdEApOSEnhxLiIBeHU/5+Ze+CnJycgfy6vxQGYwiHKIocOHDAnvBHwlAWTzkcYzGU/fDWXs2JDgzFnGhoNfPYj3sB+Oe8EcQGG12zr9oP3y+Cwj9A5wvH3m0/5SwnluQs4cVtLwJw11F3MWNXO5baWvTx8fjOPJb1X+8HYMpJqRgDfVz2oy+oOSEfhxLqCTk41JyQj0PNCe84lPIcnRw9mUhjJK0aM34hKwEoaE+k5cCBAdGg5kQHlJITcnIoIQ5ycTiDW4uhOS5+1hXr16/v9bzFYmH37t388ssv9i1/9Hq9e0pVOMWRsCiBEjTIwaEEDXJwqBrk41CCBlc4Xvo1j/L6VpLD/bhiVmq3853sJQkO/g7rXoacpcCf04Fm3QrB8X1qWF6wnIfXPwzAVeOu4vTaYRx+5l8AhF54IVt/OURTXRtBkUYy5ya45UdfUEJ5KEGDHBxK0CAHh6pBPg4laJCDQwka5ODw1F6r0XJCygl8sOcDfk7MITO7jcaAeA5+spzR97i3p7YS4iAHhxI0yMGhapCXwxncamg/8MAD3YaK2+Zab9iwgQ0bNji1d9zPVl0MTV6YTCavNlz31v5I0SAHhxI0yMGhapCPQwka+uLIr2zkrTXWnor/nJyBr777vCWTyURESBDsXALrX4ayXR0n0xbAtGth+DynGkqrSllavpRXsl5BlET+PvxMzt9koPD5K0EU8c3IQHvcaWx/YgcAM/8+Aq2+8+CrI6E8lKBBDg4laJCDQ9UgH4cSNMjBoQQNcnB4Y78wdSEf7PmA9UGtnCxtoIBjyN3dyOi+TWXToCQOJWiQg0PVIC+HM3i0vVdPC5m5sriZrTdbEASmT5/uyVer6AXeJokn9oIgEBwcbH95MhgalMLhGIuh7Ie39mpOdECJOREeHs7nW4r4fMshBASMPlqMei0GvYY9JfW0WySOHRXJcek9vAhtayQibwn88RLUFVmP6f1gwvnWBnZEWo/faYuDRbLwVc5XvLL9FSqaKwA4OfJYLv+wgoqVnwEQfOaZxNz3H5Z/kIfFLBI/KoTU8d39Hqp5pcScOBLqCTk41JyQj0PNCe84lPQczYzIJD4gnsMNh2mL2ghVx1CuTaD1UBGGxIS+CbzQoOZEB5SUE3JxKCEOcnE4g0dztHvap9l2zNnH/qUaDbfccotXwlV0RmVl5YDba7Va0tPT7Sv2DYYGpXA4xmIo++GtvZoTHVBaTpia2rnqnfXctiSL9QeqWXegil/3lvPDzhK+3HqYPSV16LUC/zklo3P93lQNqx6HZ8fC0rusjeyAaDj+Abh1N5z8dK+NbLDW98V+xZz1/Vk8tO4hKporiA+I55mEm7jyuRwaV65E0OuJeehBYh95mLKiFvI2l4MAs85O63HBzaGaV0rLCTk4lFBPyMGh5oR8HGpOeMehpOeoIAgsTFkIwLKYYjRiOy3GCIp/WtvvGtSc6ICSckIuDiXEQS4OZxAkN/bZkmNltuTkZJ566in+/ve/e811JKOxsZGAgAAAGhoa+pxD4Dgs3xN4Yi+KIsXFxcTFxaHRaAZFg1I4HGPR04uogdAgN4eaE95xKCknNhyoYtGn2yk2taDTCNwwdwTDowJoabPQ3G6hpd3675TkMGalObzd3fsjfHkVtDVYNYSmIMy8GcafD3pflzQvWrWIFYUrAAg1hHJt2qXM+6OB2rfeQWppQR8XR/zzz2McNxZJlPj88c2UF9STMTOWuRelyx4LOew95VBSTsjFoYR6wlMdctp7yqHmhBVqTnRAac/RfdX7OOu7s9CKAveuuZxyfSYZlq3MfeO2ftWg5kQHlJYTcnAoIQ6e6HC3febW0PF33nmnk7DLL7/cLm7+/Pmcd955PdpptVoCAgJIS0sjIyPD66Co6I7q6mrCw8MH1F4URYqKioiJiUGj0QyKBqVwOMbCZDINWT+8tVdzogNKyIl2i8gLK3L538o8RAkSQ3x56YLJjE8M6du49hB8da21kR09FmYtojrmGMIjo13+/mUFy1hRuAKdoOOy0RdzTm44pptep6aqCgD/WbOIe/IJdKGhAOzbWEp5QT16Xy3T/ja8V96hmldKyAm5OZRQT3iqQ057TznUnLBCzYkOKO05OjJ0JMkByRQ0FGAJ3gFNmZTU+yM2NqJxcSEpJcTBUx1y2nvKobSckINDCXHwVIc7cKuhfckll3T6/+WXX27/OyMjo9t5FQOHwMDAQbU/UjTIwaEEDXJwqBrk4xhoDaIosXJfOc+vyGVHkQmAsycncM/CNEID/VwgsFgb2a0miJ8Cly8FrZ7AtjaXNbSYW3hm8zMgSVxVMp4FHy+nJj8fAH1iIlG3LiJw4UL7i9fcTWWs+nAfAFNOTMEvyKdX7qFWHkrVIAeHEjTIwaFqkI9DCRrk4FCCBjk4vLUXBIETU0/k1Z2v8ntiDhn7oDZoOLWr1xF24vEDokEpHErQIAeHqkFeDmfwaiz47Nmz7Z8RI0bIpUmFB2hubh5U+yNFgxwcStAgB4eqQT6OgdLQ0m7how2FHP/sb1yxeDM7ikwE+up46fyJPHn2eDRiu2tftvZ5KFgDen8483XQ6l3WYMO72e9S2lDMPd/6MPfdDbTn56MNDSXoX7cy/IfvCTrxROsCmaLE+q/38/Nb2VjaRZLHhTN+XqJT7qFSHkrXIAeHEjTIwaFqkI9DCRrk4FCCBjk45NAwJ3oOAGtCTfiZS5E0Og78uqsPK3k1KIFDCRrk4FA1yMvhDB6tOm7DqlWrZJKhwlt4uy+5J/YajYbIyEj73P3B0KAUDsdYDGU/vLVXc6IDA5kT9S3tvLUmn/fXFVDVaO11DjToOH9aEpfPSiU6yLdPDjuKt8HKR6x/n/g4hHcM4XbVj7LGMt7e9TbztktM2N0MOh1hl19OxFVX0qrVIvhYe6vbms0sf2c3B3dYFyOZuCCJ6acPR6NxPr1oqOaVWk9YIXc9IQeHmhPycag54R2HEp+jw0KHMSo0nX01e9D67gBzDEUFbUwWRQQX1m9SQhzk4FBzQj4OJcRBLg5n8KqhreKvDY1Gw/Dhvc+j/CtBjYUVahw6MFCxkCSJq9/bwroD1nnP8SFGLpuZwrlTEwn0dfMB0tYEX1wFohnST4OJF3qk6bmtz2GsbuKSVdYGc/TttxFmm1rU1ASAqaKJH1/ZSXVxI1qdhrkXjWbUtBiPvm+oQL0/rFDj0AE1FlaoceiAUmNx0rCF7Nuyh13xe0guWECl/3Cad2XjlzmuX75PqXEYDKixsGIoxkG2hvbBgwf57rvv2Lp1K5WVlTQ1NTndW1sQBFasWCHX1//l0d7u4pBQGe1FUSQ/P5/U1FQ0Gs2gaFAKh2MshrIf3tqrOdGBgcqJZdllrDtQhUGn4cmzx3PS2Bh02p57GPrU8fO9UJULgbFw6vPQZeFKV/zIqsji+/3fcecyEd8WCd/MTKpnzCBEFNFoNDTWt7BvTSVblh6ktcmMX7APJ12bSXRqUJ/c7ujoT3tPOdR6wgq56wlPdchp7ymHmhNWqDnRAaU+R2fHz+bZLc+yKqqQy/JbaTWEcnjpOtJcaGgrIQ6e6pDT3lMOpebEQNsrMSf6gtcNbYvFwqJFi3j11VexWCwu2cixHLuKzjAajQNuL4oiFRUVJCcno9FoBkWDUjgcYzGU/fDWXs2JDgxETrSZRf770x4Arp49jNPGxznnsJjgp8dg/wprYzp8OISPsH4aK2Hz29YLT38F/MJc0uAIURJ5fOPjHL1HYnKeBHo9UQ89yM7qaqJqW8j+rYRdq4toa7Y+K6KSAznpukz8QwyuhMBlHf1t7ymHWk9YIXc94akOOe095VBzwgo1Jzqg1OfocP1wQn2iqKGcQPZgYgIFO8pJ6ycNak50QKk5MdD2SsyJvuD1xtjXXHMN//vf/zCbzUiS1OdHRf+gvr5+UO2PFA1ycChBgxwcqgb5OPpLw/vrCzhY1UREgIFr5jgZTlVfCj/dhf5/U2DDK1CZA/m/WRvWy+6Bj86Bb663XjvjnzB8rkd+/HDgBw4W7uDy5da6PuLaa2gLS6DgjzY+um8DW5cV0NZsISTaj7kXjebM2ye73ch2RUd/2x8pGuTgUIIGOThUDfJxKEGDHBxK0CAHh1waBEFgdsIsACojdgJQZo6kvaxswDQMNocSNMjBoWqQl8MZvOrR3rZtG2+//TaCIKg91IOMsLDuvU8DaX+kaJCDQwka5OBQNcjH0R8aapvaeGFFLgD/WjCSAEMP1Xl9Kax5Dra8A+YWBIDEaTD9emhvgqo8qNpv/VTvh7iJcNx9HvnR2N7Ic1ue49JfRIKaJAxpaQRecBkfP7qVpjozANGpQUxckMSw8ZEIfSx45gxKLI+hqEEODiVokIND1SAfhxI0yMGhBA1ycMipYW7SbL458CW/x+cyrxpMwcOo/mU10RecPWAaBpNDCRrk4FA1yMvhDF71aL/33nud/u9KT7baq90/qKqqGnB7jUZDQkKCffW/wdCgFA7HWAxlP7y1V3OiA/2dEy+syMPU3M6o6EDOmfLndliSBKU74fen4a0T4Jl0aw+2uQUSp2H623tw+TIYczpMON/aqD5nMVy3Bu4phst+BF3vPcw9+dFsbub93e9z6lenEr+zlGOyJdBoiH3kYTYuLaKprg3/UD1/u3UCf79jMsGJGq8a2b3pGEh7TznUesIKuesJOTjUnJCPQ80J7ziU/BydFjsNAS05ASb8LYeRBC0H1+T2iwY1Jzqg5JwYSHsl5kRfECQvWr4zZ85k3bp1ViJB4Omnn2bHjh28++679mN79uxh/fr13HnnnZSXl3PCCSfwwgsvoNfrSU5OlsWJIxGNjY0EBAQA0NDQgL+//yArUqFChVJwsLKR+c/+RrtF4r3Lj2J2eJ117+vc5VBf3PnixOlw7J0wbG63xc28QVN7E5/t+4x3st+huqWagCaJp9+B0DoLYZddhua861jy2CYkCU67eQKJ6f371liFChUqVPQ/zvr6IvaZtvOvbQtpbDmR2PKNnP7RLWh8fQdbmgoV/Q5322de9Wjn5eXZh4xnZmZyyy23EBwc3OmakSNHcvHFF7N8+XK0Wi3Lli3jjjvuUBvZMqOysnLA7S0WC3v27LEvgjcYGpTC4RiLoeyHt/ZqTnSgP3Pivz/tpd0iMWdkJLMTdbD4NNi62NrI1hlh5EI4+Rm4ZSdcsQyGzwNBkKU8qluqeX3H6yz8YiFPb3ma9uoqrlznxxtv6Aits6BPSiLin//kt4/3IUkwfFIkDZTJlhNycByJOTFYHEqoJ+TgUHNCPg41J7zjUPpz9ITUYwHIjrUuxFkVPIrGDRtk16DmRAeUnhMDZa/EnOgLXjW06+rqAGvP9fjx451eO3bsWObPn48kSXzzzTd88MEH3ny1ii7o+oJjIOwlScJkMtmnAwyGBqVwOMZiKPvhrb2aEx3or5zYcKCKpdmlaAS496TR8P0iqCuC0FS48Au48yCc/ylMvQJCkrz2w4bsqmye2f0M85fM58VtLyJWV3PdGn/eeE3LglV1aJtaMaSlkfDcs+zbXktZfh16g5YZZw6TNSfk4DjScmIwOZRQT8jBoeaEfBxqTnjHofTn6JykYwD4LaIIrdhMmyGYouWbZdeg5kQHlJ4TA2WvxJzoC141tB0XQLMJNRg6z++rra21/52U1PGj7+233/bmq1V0QWNj46DaHyka5OBQggY5OFQN8nHIpUEUJR750dqLcO7UJEaWfg/ZX4FGB39/C0YcD/reh++5q0OURJbmL+WiHy/iH9//g+/yvyOsspV//R7Ca69pmPu7CU1LG4aMdOJffIHUb76GpDTWfbkfgKmnpHZbVfxIKo+hrkEODiVokIND1SAfhxI0yMGhBA1ycMitIS0kDX9tOM06C4HabAAK95icrsGkhDjIwaEEDXJwqBrk5XAGr1YdDwsLo6SkBIDm5maAbmPVN23axPz58wHYt28fYH0jkZ2d7c1Xq+iCri84Btr+SNEgB4cSNMjBoWqQj0MuDSv3lbOjyIS/j5bbpurh/dutJ4+9GxImy6pDkiQeWvcQX+R+AZLExAINF+wMJTG7AkGyDrXyHZ9JxHXXETBnjv3F6/pvcmhpbCcszp/MeQlIkuixBjn86A/7I0WDHBxK0CAHh6pBPg4laJCDQwka5OCQW4MgCBwVPYOVxd9TFrkTQ/kUyn2SaNm9G+OYMQOiYbA4lKBBDg5Vg7wczuB1Q7u4uBhBEOyrttl6rQVBQJIkbrrpJh599FGysrJYtWqV/bht2LkKeSCKYt8XyWyv0WgYNmyYffW/wdCgFA7HWAxlP7y1V3OiA/2RE19sLQLgvClxhC+9AdoaIHkmzFrkMoerWJKzhG/2fM4JO+AfO4PwL64BygEImDOHsEsuxm/GjE4jm8oO1pG9xroY25zzRqLVahBFZM0JOTiOpJwYbA4l1BNycKg5IR+HmhPecQyF5+gpI+aysvh7/ojOZW451AWlUPn9LyT20tBWQhzk4FBzQj4OJcRBLg5n8KqhnZiYyK5du4COyeSZmZmdrsnJyeGss87qZhsbG+vNV6voAtvCAANpr9FoiIqKGlQNSuFwjMVQ9sNbezUnOiB3TlQ3tPDLbmtD92o+h8ObwRAMZ7wGGq1LHK7qyKrI4pk1j3L3ZyLjCiSgBo2/P8ZTTyHm0kvxSUnpZiOKEr99tA8kGDUthri0UED+nJCD40jJCSVwKKGekINDzQn5ONSc8I5jKDxHZ8TPQEDLvoBG/iblUyekkrexmARJ6vTy1RsNak50YCjkxEDYKzEn+oJXc7SnTJli/3v79u1YLBYmTpxIQkIC0NGrbfvY/i8IAgsXLvROuYpOGIwhHBaLhaysLHuS/pWHkTjGYij74a29mhMdkDsnfsmppc0i8veIQqK2vWg9eOqzEJLoMocrOiqbK7lr6S3c/kkr4wokNH5+RN97LyN++43ou+/usZFdV9XM0td2UlFYj4+vlhlnDrefkzsn5OA4UnJCCRxKqCfk4FBzQj4ONSe84xgKz9FAn0ASjOkAmMOs2/we1g+ndc8e2TSoOdGBoZATA2GvxJzoC141tKdOnQpY5/I1NDSwfv16AO655x77ogiCINg/NgQHB3P33Xd789UqumAwFiWQJInm5mZ7Wf+VF0ZwjMVQ9sNbezUnOiB3TnyxtYgAmnjA/DxIIow/H8b+3S2OvnS0i+3cvfQWrl5cSsYhEAL8SXr7LcIuuhBtgH83e3ObhU0/5PPRAxvIz6pE0Agc84+R+Ad3PLjkzgk5OI6UnFAChxLqCTk41JyQj0PNCe84hspzdG7SbACyYraDJGIKGUHptytk06DmRAeGSk70t70Sc6IveDV0fO7cuXz33Xf2/ycmWntWrr32WnJzc3nuuee6rUIYExPD559/br9WhTz4qy71r0QOJWiQg0PVIB+Ht/b7KxrYVdLA1bqVBLaUQEgynPi42zym+iJWf/UE9fl5+E+cxJg5ZzAyfLT9RegLvz3GKS9uYWQxEBhA8ttvYxw3rpsfkiRxcEcla5bkUlfZAkD8yBCOOXck4fEBTjUcCeVxpGiQg0MJGuTgUDXIx6EEDXJwKEGDHBz9peHUtLm8t+9l1ga1cLS0jwohndwt5ST3MHxcCXGQg0MJGuTgUDXIy+EMXjW0/f39Ofnkk3s89/TTT3P55Zfz7bffUlhYiI+PD5MnT+ass87Cz8/Pm69V0QNqamqIiIgYNPsjRYMcHErQIAeHqkE+Dm/tv9xahAaRK31XgBk45lbwDerTzlJby8HffuDgqh/QbN9DTEkLo2wnP8+m1vg+i9N8aTkqAyl9BCOf/IwRpSAG+jN88WJ8MzIAEC0iNaVNHMguprkGyg6YKC+oB8A/xMDMs0YwYnJUj3PzuuJIKI8jRYMcHErQIAeHqkE+DiVokINDCRrk4OgvDaPCRmEQQmjR1OIbthZq0yn2Gd7j6uNKiIMcHErQIAeHqkFeDmcQJGcb36kYNDQ2NhIQYO0Zamho6LZtmhJg2zg+ODjYpR/YRzLUWFihxqEDcsVCFCVmPf4r6fVrecvnafANgVv3gE/PLyzF5mYOL/2aQ0s+IGj7AbRdFtSsjDEixUUTuKcI32ZzN/u2QF9GffAJvqNGUZxby7qv9lNxqB5Le2cijVZgwvwkJi9Mxse393e2ak50QI2FFWocOqDGwgo1Dh0YSrG45Nt/sbXmZy6qshCw73kkQcsJyXsYcfcNXnMPpTj0N9RYWKGEOLjbPvNqjvZDDz1k//z88899Xt/c3Ex1dbX9o0I+2FZ9H0h7QRAICQmxJ/tgaFAKh2MshrIf3tqrOdEBuXJi3YEqik0tXKFfbj0w6eJujWzJYqFq9Uo23HAhO6dPpeHuhwjdam1kF0UIZB0Tx6E7/oFuyXscs2orsz/6iQmbthG3+G3azjuZhsQwAJqDfEn7s5FdkF3Fty9sp/SACUu7iN5XS2SKP+OPS+T4yzK48P9mMOP04U4b2V3jAMoo06GeE95okJtDCfWEHBxqTsjHoeaEdxxD6Tl6StpcANYEisRJOwDI217dbdqoEuIgB4eaE/JxKCEOcnE4g1c92hqNxu7szTffzDPPPOP0+kWLFvHCCy9Yv1gQMJu796aosMLdNyZmsxmdzvOZAJ7Ym81mtm3bxsSJE9HpdIOiQSkcjrEAhqwf3tqrOdHZRo6cuPWz7WRt28gKw+0gaOCm7RCabD/fvGMH2XfehH9+mf1YeTDkHhVL5Blnc+zM8wk2BPfpR3tZGRo/P7SBgRzYXsGyN3chmiVSxoUz86w0giONWETLoOdEX34MhL2nHGo90WGj5kSHjZoTak50tRkqz9G6tjpmfnQMCCKvZQ9jW93NGJvK+Mcd4/AbO9YrDWpOdLYZKjnRn/ZKyIkB7dEGur21cuV620eFfKivrx8Ue8f95wZLg1I4bLEY6n54a6/mRAe8zYnGVjNLd5VysfbPEUMjT7Q3si11dZQ8+CD5556Lf34ZTQb446hAtj54FqnLl3Hli7/yt3nXEWwIRhQlSvabWPP5Pj55eCOv3/wbv763h9qyJvt36aOj0QYGkrelnGWvWxvZwydGsvCacYRE+yFoBEXkhBwcQzkn5NAgJ4eaE95zqDlhhZoTHRgqz9EgnyCi9NZtvnKidqGV2mj2i6bwm99l0aDmRAeGSk70t73ScqIvePcaANwaI6/2YPcfjEbjoNofKRrk4FCCBjk4VA3ycXhq/9OuUjRt9Zzt++ePlmlXI0kSdd9/T9l/H8dSVYUA/DZWwHjLtVw+80Z7ndzS2E5hdhUHd1ZRuLuK1sbO9e+eP0rYs66E4RMjmbwwhcikQPatL2HF4j1IEow8KprjLklHo+14H6uEWMrBoWqQj0MJGuTgUDXIx6EEDXJwKEGDHBz9reGYhLl8cTCblYEazmY7BRxF3k4ToxxWH1dCHOTgUIIGOThUDfJyOIPXPdruICcnZyC/7i+F9vb2QbU/UjTIwaEEDXJwqBrk4/DU/ostRZylXY0fLVjCR2KJmsKhK66g+PY7sFRVURQOD56vQXf/rVw880aqDjeyZelBvnxyC2/f9jvL395N7qYyWhvNGPx0pIwP4/hL0/nbLRNIyYwACfZvreCzRzfxxRNb+OXPRnb6zFiOuzSjUyNbjjgohUPVIB+HEjTIwaFqkI9DCRrk4FCCBjk4+lvDJZnW3Ye2GQwkhKwEoMQ4kqZd2QOmYaA4lKBBDg5Vg7wczuBWj/ZDDz3U67n169f3et5isbB7925++eUXBEFAkiT0er17SlU4hber73lir9VqyczMRKvVDpoGpXA4xmIo++GtvZoTVrSaLWw5WEtkUprHOVFU08T6AxU86rMMgPaJl2J68SUa/1iHRa/ls6Mlvp0mcMOo2xiTN4v3PvqDhprWThxhcf6kjAsneWwEMcOCaGpuss8tShgdRtXhBrYsLSBvcxmlB0wAjJ0Tz+xzRyJoumtWQk7IwaHWE/JxqDnhHYeaE1aoOdGBofYcTQ1NwCgm06wpICdiD/raFtoMIeR/vZax48Z6rEHNiQ4MtZzoL3sl5kRfcKuh/cADD3QTZJtrvWHDBjZs2ODUXnIYRhIVFeXOV6voA94uBuCpvY+Pz6BrUAqHLRZD3Q9v7f/qObGjqJbbl+xgX5l13s+YuCCOHxXByRMSSIsKcLlS/3rbYeZodpCqKQNDMG3+R1H9wWUA/Pd0iYrIUVxTcRntm/zZKhVadeo1JIwOJXlcBMljwwkM83XqR3h8AAuuGMO004ax67ci/EMMjD8usVeNSsgJOTjUekI+DjUnvOdQc8IKNSc6MNSeo+PCZrGxtoBfA3w4Q7eDPMtR7N/TyJg/f/crIQ5ycKg5IR+HEuIgF4czeDR0vKfFzBwXOevtY+vNFgSB6dOny+KACiuam5sH3N5isbB582b7wgSDoUEpHI6xGMp+eGv/V86JVrOFJ5ft5YyX/2BfWT3+Bi0CkF1cx/MrD7Dg2dXMe/o3XliRS7tFdMq167CJ11cf4BKttTdbmnA+FU89j2SxsHb8DEY13MNpu/+JmO+PJEHC6FBOvHYcVzx9DCffMJ6xs+O7NbKd+REcaWTmWWlMOD7J6YsAJeSEHBxqPSEfh5oT3nGoOWGFmhMdGIrP0XPSTwJgg9GX5IAfASg1ptG4M9tjDWpOdGAo5kR/2CsxJ/qCR8142w8xx8a2O13vGo2GW265xZOvVtELAgMDB9X+SNEgB4cSNMjBoWpwnSPrUC23Lckit7wBA228Evczxzd8R5N/CMXhM/ileSTvlSSSXwnPLM9h08FqXr5gEoG+3afQ7Cmp48K3NhDWeoi5hiwkBOob0mnb8g2FiXNoDT2HsGbQGbSMnh7DuGMTCIt1vr2Eq370t71SOFQN8nEoQYMcHKoG+TiUoEEODiVokINjIDTMHzEOVkdh1pezPzwPQ20jrXp/cr9Yy8TMsYqIgxwcStAgB4eqQV4OZ3C7R7u37blc6dGWJInk5GQ++eQTjj76aK+EV1VV8c4773DhhReSkZGBv78/BoOBhIQETj/9dL766qs+OT7//HNOPfVU4uLi8PHxwd/fn1GjRnHVVVexfft2p7aiKPLhhx+yYMECIiMjMRgMxMfHc84557B69WqvfPMEtbW1g2p/pGiQg0MJGuTgUDW4xvHSr7mc8fJacssbmOd/gC2RD7Kg+iM0bfUENB1i5KHPuL7yYdbrryEr4j/c7fMZG3OLOee19ZSaWjpx5ZbVc+GbG6htaufO4BUASMnHU/byYpqMkeQN+xsAo+dFcel/ZzLnvFEuN7L78mMg7JXCoWqQj0MJGuTgUDXIx6EEDXJwKEGDHBwDoUGjEUgyTANgRYCRYf77ANiTI9FWWqaIOMjBoQQNcnCoGuTlcAZBcmND68WLF9v/liSJyy+/3N6TPX/+fM4777we7bRaLQEBAaSlpZGRkSHLxHO9Xt9puzBfX1+0Wi2NjY32YyeeeCKff/45fn5+nWxbW1s5++yz+e677+zHAgICaGtro62tDbD2uj/11FMsWrSo23c3NjZy5pln8vPPP9v9CwoKwmQyIYoigiBw33338cADD3jsn7sbog8GzGYzmzdvZsqUKf0+x0HpUGNhxV8tDlmHavnb/9ZipIVXYn9gTs2XCEgQEI1l/iPkHTxEmr4UTcEfULbTbreNdC5ruQVjcCTvXDaV0TFB7K9o4NzX1lPV0MxTIV/y95YvASiXLqfy02VsnHorjf7DEGPr+ed/TutxsTIl4q+WE86gxsIKNQ4dUGNhhRqHDgzVWDz3+wreOnALRlHk20I/vip+BFHQMdFvD0c/c4PbfEM1Dv0BNRZWKCEObrfPJC8gCIKk0WgkjUYjLVq0yBsqtwFIRx11lPTyyy9L+/fvtx/Pz8+XrrjiCgmQAOnCCy/sZnvffffZz19//fVSUVGRJEmSZLFYpM2bN0uzZs2SAEkQBGnTpk3d7C+44AIJkDQajfToo49KdXV1kiRJUk1NjXTvvffauT/88EOP/WtoaLDzNDQ09Hl9RUWFx9/lqb0oilJ7e7skiuKgaVAKh2MshrIf3tr/1XLiwjfXS2fd9ZRU8fBoSbo/yPr56jpJaqrunhONVZK0/RNJejRRku4PkgofGC0dc9db0tj7lkqfbiqUjnpkuTTyzi+llQ+fbOdq/fw/0p6x46Slx98gvXTNCunZ63+UCotKZPejP+3lzgk5ONR6Qj4ONSe841Bzwgo1JzowVJ+jh2sapYw3Zkpj3x0rrfxvtLThhS+ll65ZIb1yxffS/p/XuP2dak50YKjmhNz2SsgJd9tnbvVod8Wxxx5r750+++yzuf766z2lchsrV65k7ty5vZ6/9tpree211wAoLCwkMTHRfi41NZWDBw8yZ84cVq1a1c3WZDKRkJBAQ0MDd911F4899pj93K5duxg3bhwAt9xyC88++2w3+0svvZTFixcTFxdHfn5+pxXyXIW7b0xEUUSj8XxbdE/sJUmiubkZo9GIIAiDokEpHI6xkCRpyPrhrf1fKSc2HKjiX298x3Kf2zEKbRCUAKc+D2nH07R1K7Wff45F0OAbG4s2KhKf6Gh0UVH4GJvRfHUxmA5h0gRzafOtbJPSCKaB9/2fJ9OSDRo9/O1/HHplFWUb97Jh6l0g6BFnH+bG8y8atFgoISc81SGnvaccaj1hhZoTHVBzwgo1JzowlJ+jR736T5qNv3F6fQMPjrqUT78aS7UYSoSlmLNfO98tHWpOdGAo54Sc9krICXfbZ16pW7VqFStXrmTlypUD2sgGnDayAa644gr735s3b+50rqSkBIApU6b0aBscHMzIkSMBaxAd8cMPP9j/vv3223u0v+OOOwAoLi62Dy/vbwzGXAmLxcKOHTvsq//9ledrOMZiKPvhrf1fJSckSeKpn/fxb90H1kZ24nS4fh1tPmkU3XQzBedfgOnLr2j44gsqX3qJsvvu59A115J/xpnknHkVVYYrkaIyCRZNfOr7CBdql/ON30PWRrYhCC78nPqqSOp+W83u9ItB0FMUuo+LzjxVVj8Gwl7unJCDQ60n5ONQc8I7DjUnrFBzogND+Tk6NWo2AKv8jIj7f+a4ayahsbRRqY1j21ur3PpONSc6MJRzQk57JeZEXzhiB/r7+nZsbWMrEBuGDRvGnj172LJlS4+2JpOJnJwcoHtjvKCgALA2xuPi4nq0T0tLQ6fTYTabWbp0KaeccorHfrgKb+dwyzEH/EjQIAeHEjTIwaFq6J3jt5wKDIWrWeizCUnQYjnmISqfeYmajz5GtIgUJR3P4eELQbAQrG3G2FqJX0MphvID+JXto/yF1zCNGE7MrGPwa/mdh/XvgAgExtEy42mq/vc9dT/9REHSAuoDk2nVNhF9goUQ3xBZ/Rhoe6VwqBrk41CCBjk4VA3ycShBgxwcStAgB8dAajg9fRar/zBSq2tmW20uU1N9GRddQVZlPJs2tZJ2Wj1B0Z6t8vxXi2V/cqga5OVwBu/623vBypUrueSSS5g0aRLp6enMnDmTm266iXXr1vXH1/UIxyHhtqHeNlx33XX2a2644QYOHz4MWHuptm7dyimnnEJDQwPTp0/nggsu6JG/a+PdEaIoIorWfXJ37tzZ63VgHYLQ28cdtLa2unW93PZHigY5OJSgQQ4OVUPPHJIk8fyybB7QWReHrG2fz/4LbqTmvfep941h2+wHyRt2Bs2SkWYxgNL2SPI16WQHzWXriCv4Y9bj7M/4Bw0Hiyl4dz/FB6ZhbhVoFkdyaO8M8i//F3U//EC9XxwHU6x7k24e8T1njT1dVj8Gw14pHKoG+TiUoEEODlWDfBxK0CAHhxI0yMExkBqOHhaFuTEDgF/8/CDvF6bdcTrBjQVYNAZ+fnZNt12L5NbQnxxK0CAHh6pBXg5ncLlHu66ujocffrjDUKfjkUce6baC+K233srzzz8PdOyzLQgC69ev53//+x+XXHIJb7zxBlqtVg79PaK2ttY+r/qYY45h1KhRnc7fcMMNFBUV8dRTT/Hyyy/z8ssvd1p1PCYmhrvuuov77ruv26p2KSkpgHVIeUFBAcnJyd2+f8+ePfaGdnFxsVOttnH+zmA2m+0rrGs0GjQaTafGPHTsY26xWDpVYrbrux7XarUIgtBp5Xaz2Wwvl64vEno6brFY0Gq1SJJk5zGbzQiCgFar7VFjT8dtGrvq6U27M5+0Wm0njt6093VckqROx13xSRAEu41tzkdvvrrik608usbFHZ9sdjqdzm2feisPZz5ZLBZ7HDQaDVqt1qXcc+aTzbbrcXd8suVqb9pdKSez2YxGo+Hn3eVMKfuMEfpiag5FUrp2BxaNnkNTLiM/cAqSBD5GLfHzfKhrriQtdAy1ZU001ZipLWuirrKFgqhjKI6eTkrO14ibfqcuKxmptQGJ9dSEjqJi4pmUCAlIFsgP3cHMYzMJNgR3illf91NPx3sqD3fqCGfl0Vv52b6jp7rD3TrC8bitPNytI2x1paNf7tYROp0OjUbjUnk4Hne8P2w6vKkjwFoe3tQRtlh4Ukc4loWjxr58svnveE3X8nDXp67lAe7VETZ4U0fY7N29nxzvD9t5Z7nnzCdHDk/qCNtcRVeexb35pNFouml0xSfHZ6gN3tQRNntP6gjH3zTOtPflkyOHq7+Nut4f3v426qlMPfEJ6PN+MmghxXcaRWzhV38jd2Z/hZB5HkfN0LNiWxtltQZ2/byfMfOH9Xk/2X5HOGpxLA9P6r2ucfC03vOmjujt97ozn3q6P7z9beTs97orPjnG0t06orc625V6z/EZKkc5udt+cvdFkcsN7c2bN/PUU0/ZBZ1++undGtmLFy/mueee63RMEIROohYvXkxAQAAvvPCCW0JdhSiKXHTRRZSUlGAwGHjxxRe7XaPRaHjsscfIyMjgn//8Jw0NDZ3mYre0tGAymWhsbMRoNHayPemkk7jzzjsBePjhh3njjTe68T/yyCP2v+vq6rz2aevWrXYdkZGRDB8+nPz8fCoqKuzXREVFERgYSE5ODiaTyX582LBhREVFsWvXLpqbm+3HR48eTUhICNu2bbM3kLRaLZmZmfj4+HSb1z5lyhTa2trYsWOH/ZhWq2Xq1KnU1tayd+9eO4fRaGT8+PFUVlZy4MAB+/XBwcGkp6dTXFxMUVGR/bjNp8OHD3eaK5GQkEBCQoJbPhkMBrtPNrjr09ixYzGZTOzdu9d+vC+fysvLkSTJ/t0xMTE9lpOrPtli2bWc3PHJxmErJ3d9qqiooLy8vFs5ueLTtm3bGDZsGIGBgX3mnjOfLBYL06ZN6zX3XPHJYrEQFhbmNPf68skWy+SUVN5dto43dV/SWOZD6TofaoKHkzP1WhrNRpBAm9DID4mL2V9t3UdU06IhXBdOdGw00UnRDDeNJ/xAOjWlTeSmnU1R8nGk5n1NizGSsuHH0Sj6WYeRA2UBB9k04lvuG/M1tWW1ZGdndysnd3wKDw/3uI6wxXLixIlu1xEjR45k27Ztdo6AgACP6gibT7by8KSOCAkJYffu3Z20e1LvNTY2smvXLvtxd+q9bdu2ERISwujRoz2uI2yxHDNmjMd1hI3Dx8fHozqiuLiYgoIC+48jd+oIsL4Uj4qKIjc3l/b29m7l5K5PjuXhbr3n7+/PuHHjPK4jbLFMS0tz+X6y+TRp0iQ2b95sz+ueyslVn3Jzc+0cntQRCQkJFBQUdBpV504dATBy5Eh8fX3dvp9sz1CwbuE6efJkj+sIW3kkJyd7VEds27aNtrY2eyw9qSNMJhPZ2dl2Dnd/Gx06dEiW30apqakEBAR49dsIYPr06S7dT2MMqRSJekp1sOfQ77Sv+pLGsUmk/vIj+6MW8MfX+Ygh7TRLHdqd+aTT6cjKyqKhocEeS0/riJ07d9o5PPltlJKS4lUdARAfH+/RbyPH+8Pb30a2usbTOiInJ4fq6mp7LN2tIzIzM4Hua2i5Wu9t27YNo9HIyJEjvaojwP32k+Pi2q7A5VXHn376afviX4Ig8MUXX3D66afbz4uiSEpKCkVFRU73yba9vc3Ozu7W0ywHbrzxRl566SUA3nrrLS6//PJu11RWVnL22WezatUq5s+fz/3338/YsWNpbm5m3bp13HnnneTm5jJs2DBWr15NfHx8J/vzzjuPTz75BLCuPH7zzTcTHx9PQUEBTz75JK+//jp6vZ729nZiYmLsi6/1hN6GiDc2NhIdHQ1Yf4zY5hD09kamrq6OsLAwj9/amkwmgoOD3XrDKUkSjY2NBAUFIYqincPTt0zV1dUEBQX1qb2n45Ik0Vjdxv4dJVQXtVJRWEf0sGCOPnM4vn4+LvsE1tEKwcHBbr3htFisC9kEBQVRV1dHaGioVz3ajuXhaW+VjQM8e2vbW3k480kURerq6ggKCkKr1VJXV0dgYKDHPdomk4mwsLAefXXVJ5PJREhIiFdvom2x/HZHCdJX13JK4zoOroihPGAMO8ddg4QGQ5CW/WPX8r30MQB+Oj/rCpmWjgrahnnxx3GR5p/s+KmE5vr2Tuf0vlp8R7fxqfAqhYYcrht/HddPvJ6amhoCAzvmtnnyJrqn8nDnTbSz8nCWk7W1tQQEBCAIgtPycNUnW3l42qNdVVVlvzf60t7TcZ1O53J5dO3Rtt0f9fX1hIWFedWjbSsPb3q0bbH0tGenpqbGHktX7ydJkqirq7PnQde6xpN6r7a2tlN5gHv1nu0Z6k1vlclkstf97vT+mkwmAgICqKurs8fS0x5tx/LwtLfK1Wdxbz7V19cTEhLi1v1k0x4UFIQgCL2Whzs+OSsPV3xyfIZ62qNdXV3dZ3l0Pd7X/eFuvVdfX09oaKhXPdomk4nw8HCX7qedh02c9+2N6IN2ckWtiZuST6PmmAfR7tjBD6/tozZkJP4BGk6/cyoBoYZetUuSRENDAyEhIYiiSG1tbafy8KTecywPx3Jytd6rr6+3/+btGndX63Jbebjbo+14f3j726iv3+uu+ORYHp70aPdUZ/d1P5nNZvszVKPR9Fge7vrkbvuppaXFrtuVVcddbmhfeOGFfPTRRwAYDAaqqqrw8/Ozn1++fDknnHBCpx7srr3Ztv8LgsDdd9/daSi6HLjtttt4+umnAXj22We55ZZberzu5JNP5scff2TOnDmsXLmy24uB8vJyxowZQ2VlJRdeeCHvv/9+p/MNDQ2ceeaZLF++vEf+GTNmkJaWxnvvvUd6enq33hNX4O7y8e3t7ej1ere/xxv7rhvHD4aGkrxadqwqoji3liZTW7fz4TFGTrxhAsGRxh6s5dPhGAtJkryKg6ca5OYYqjnRXxxotNzy5Ks8b7qXg8sjKNWPZWfm9YiCFnNKDR9GP0WzpgGtoOWcUedw9diryd2RS8rYFApMBRQ1FZFbk8uSnCW0i+3EB8Tz+PQnadniz+61xQSFG0k7OpKvxfdYkv8pABMiJ/Dq/Ffx1/srIhZKyAlPdchp7ymHWk9YoeZEB9ScsELNiQ4M9eeoRZSY9MxTiJHvEWSxsKy4CsMNW9GHxrP/+ltZ3TCFJr8YQiN9+Pvd0zD49cyr5kQHhnpOyGWvhJzot+29cnNzAWtjecyYMZ0a2QBLly61/21ruEZFRfHhhx+yfPlyjj/+eHsjG+CPP/5w9atdwh133GFvZD/55JO9NrL37NnDjz/+CMC//vWvHnvfo6KiuPjiiwH48ssvu43HDwgIYOnSpXz22WecccYZjBw5kuTkZObMmcNLL73E6tWrKS0tBbBvE9bfcBzuMBj2g6Fh99pivn5mG3mby2kytaERJIIbC0guWMbovR+gb6ujqrSZJY9u5NDu6n7TIbe9UjiOJA2NrWZeX72fV1btZ19pvdtzbMoqa/i/b3dyff0rFK0JpVyXzs5x1yIKWkqjcng7+iGaNQ3Mip/FF6d9wT3T7iHEEIIgCEQaIxnhO4KzRp7F3dPu5v0T3yc+IJ7DDYe57NdLODByA5f+dybjrwrm/qqbWZL/KQICV467krcXvo2/3l/WWAymvVI4VA3ycShBgxwcqgb5OJSgQQ4OJWiQg2OgNWg1AjNj52JpjaROq+WDAB/a/3gZgJQn/o+jmn7Gp9VETUUbP764FUt797USvNXQXxxK0CAHh6pBXg5ncHmOdk1Njf3v0aNHdzu/Zs0a+9+2BvVzzz3HueeeC1h7eePj46mrq0OSJPbt2+eN7k64/fbbeeqppwB44oknuO2223q91rF3efjw4b1el5aWBkBTUxPl5eX2Ydw2aDQazj77bM4+++xutm1tbaxfvx6AmTNnuu6IF4iIiBhU+4HUIIkS6785wNZl1q3WkpMEorcswbhnDVqxHX1SEmFXX0LUG2+yLfZM6knhuxe3M/2M4Uycn+R0akNvOiRJor66hYqCekwVzTTUtNJY20pDTQsNVc20NJvxjxIIspQxYnJ0D6zuYSiVh9I17K8TuOOt3xhu+gMNEs8vHUtEaAjHp0dzXHoU01LD8dH1/s5xW2ENd32WxXk1rxG6pY6C1rHsGH8dokZPW0I138a/SmRAJA8c/QCz4mf16ceYiDF8dupn/GfNf/j10K88uuFRVhSsIKsiixZLC+G+4Tx6zKMcHXe07LFQQnkogUPVIB+HEjTIwaFqkI9DCRrk4FCCBjk4BkPD3FHR/Pzz8RjjP+a9oCDOz/4Q5t+LNsCfUa88Seslt7Ax7nyK82H5mzs44ZrxCBr3f5u5i6EYy/7gUDXIy+EMLvdoV1dX2xsooaGhnc61t7eTlZXVqQFjNBo544wz7P/38/Nj3rx59p4kuTYIv+222zo1sm3zyHuDbQVD6NgTuyeUlZXZ/3ZlZXBHLFmyhLq6OnQ6Heeff75btp6isrJywO0FQcBoNNrLfSA0mNssLHsz297IHqXLZdh71xOQvRJ9oB/+N93I8O+/I+z88xn13itMq/iM2JJ1SBKs+3I/y97I5tCealoa23v9joryCkwVTRzYXsH6b/bz3Yvbefu233n/3nUsfX0X677az85VRRzYXkF5QT1NDWZEC9SXSKx8fx9v/2s1P7+5i4M7KrFYXHtT60ks+ptjqOREb2hpt/Dw97v5zxuf82zp7Tyy/Q0e2vYWqw/fxIPFD1C3bjH/fOtXJv3fcm74cCtfbi2iprFj+kGr2cLjS/dy6ytf8mThbcz7YwuHqtLJyrwei9ZA0HAti+MfQdRYeOyYx7o1sh1j0dWPIJ8gnpv7HHdMvQOdoGND6QZaLC0cHXc0n5/2ebdGtrexkItDCTkhB8dgaXCWEwOlQW4ONSe841Bzwgo1JzqgpOeopxwnjYvF2DoRsSWKeq2G931E2P4hALrISMa+/AjjCz5GEM3sz6pmzWf7uo00U3OiA0dCTshhr8Sc6Asuz9H28fGxT06/5JJLePvtt+3ntmzZwtSpUzvNwZ47dy6//PJLJ44bbriBV155BbBObG9r6z6n1h04zsl+6qmn+Ne//tWnTUFBgX2LrlNPPZVvv/222zWNjY1kZmZy4MABMjMzycrKcllTSUkJU6dO5fDhw1xzzTW8+uqrLtt21eDOHADHYfmewFv7gdDQVNfGj6/soCy/Do1WYFzdSsI3LQGdjrALLyTiumvRBAUhtDfD+pchJpP24AkUXHE5+U1x5KadjSR0bPEQFGkkKjmQyKRAJFGiuqSRmpImakoaMfcwlEkQLQQ0HsavsRTf1hoMrTUYWk0YzHXodAJlAaMoiz6KJr+OHm0fo5bE9HCSxoSRlBFuX/jD21gMBMdQ1pB1qJa7PtvMKWWLOXXvOnY3L+RQwjwQNATX5hFi2k9YUw6RfvlUhoewNmwsSwKP5bAumsnJocxOi+S7HcVMy/+CK/Z+T+MhP8qjJpEz4hzMej9i0oJ4O/EBCpsLOHfUufx7+r899iOrIov/bfsfM+NnclHGRWiEnt9/DuXyUBqHqkE+DiVokIND1SAfhxI0yMGhBA1ycAyWhge+zeaDnd9hTPgQf1FkWYOe4Bu2gMb6O6x5xw423Poc2SMuBGDWOWmMn9f7is5/5VjKzaFq8JzD3faZy0PH/f397VtV5eXldTr366+/drt+xowZ3Y45Lo/el7C+cOedd9ob2c888wyLFi1yyS45OZlTTz2V7777ju+++46LLrqIBx54gGHDhmE2m9m0aRM333yzfan4nhrvP/zwA3l5eZxyyimkpKSg1WppbGzk22+/5a677uLw4cOMHj2aJ5980isf3UF1dTXh4eEDai+KIpWVlURERNhXKu0vDeUFdSx9fRf1VS0YfDVk7n+fwNw/0AQFkfDSi/gfdRQANQe2ErrsRiizbvOiP/kZUt5/H+1VVxO47VkOJR9HQ9gImoRA6iqaqatoJm9zebfv04jt+DWWEthQSFB9IYH1hYSECAROmYTvmDHoY6agi45BHxONNjwcsb2dkh9+RFz+CyVbD1AWMZmy6Cm0EcT+reXs32r9jtAIPckTYpi0MBljgI9HsZAjnv1lP5A50RNMze38b2UeO3//gWfyF3O4egbL4p+kzdCxymhF1CQqoiYBoDU3E2I6QNqBPJ6s+xx/fREHd0fx+7pM7qtYi1+xll2xZ1M842jafayrTMYODyZn+goK8wqI9Y9l0eSe6x7HWNTU1PTqx/jI8by+4HXZY9EfHErICU91yGnvKYerOdGfGuTmUHPCOw41J6xQc6IDg/0clYvjwulJvPvHGKSWaBp9y1gsVnPTvh8h/VQAjJmZTLnvUloe/pz9w05nw+d7GT0jFoPR2jRRc6IDR0pOeGuvxJzoCy73aGdkZLBvn3Voh1arZcuWLWRmZtLW1kZmZqZ9sTTbm4Eff/yRE044oRPHwoUL+fnnnwHr/GibjbsoLCwkOTkZsA4Fj4yMdHr9bbfd1mnedmVlJQsXLmTLli32Y35+frS1tXVagv62227rsbH83HPP2Rv2Op2OwMBAamtr7cNepk2bxjfffNNtXrc7UFcdt0ISJbJ+PcS6r/YjWiQCgzSMXf8kxvID6BMSSHztVQy2ufY5PyN9eSVCiwlJZ0Qw//liZ/7/YRl/OUXX30DTxo3W79L5UR+YSF1gEg0BSQiSBf/GEvybSvBvLMHYXIlhWCp+kyfjd9RU/KZMQR8b21mwJEFtARzahFiRw57WSEbNv4z2yiqafvqJmi+/pLLcTFVYBtVhGdQFJsOfvZVRERJn/d+8Xt+i/VVXhKxsaCWnrJ5Ag57EMCN+Outomj6/1yLy8cZCPl32OzceeBtDWRJ5safS6mvd/iLAH6adlU5QpJGSvFqKc2ooya2hvcsMAo2ljaD6AoJN+2n0j6MyfKy9zAJCDYw5Jg5pbDVXrLwMCYlXj3+VmfE9r8OgriZshRJWCZXb3lMONSesUHOiA2pOWKHmRAeOpBWmz39jPRvLVmNMfB+jKLJMjCX0is6jXas/W8K337XR6B/LUScmMPVv1kWE1ZzowJGUE97YKyEn+q1He8qUKezduxdBELBYLMyZM4djjz2Wffv2kZOT06nBYDAYmD17djeOTZs22a9LTU119au7wXH/M1EUO82n7gkNDQ2d/h8REcH69etZvHgxS5YsYfv27VRXV6PT6UhKSuLoo4/mmmuuYdasnhc2mj9/PjfddBNr1qyhsLAQk8lETEwMkyZN4rzzzuO8887rNBd8INDU1NRpb8CBtveUo766BYOfDh9fXTf75vo2VizeQ8GuKgASYyykfn03upY6fMdnkvjyy+jCw0EUYfUTsOq/CEjUhk/ktPKruM5vJee1LoHl/0Hb1kDS22/RvGMnbfn5tB3MJ+zgQVrzD9CeuwqNnx++E8ZjzJyNOCKNiOnT0Hb1pa0RirdB0SY4tMn6b6O1p1oDjAGk/a/TPvY8wv9xGeGXX0ZyWTnNWdtp3p6FKWstxSUSe0b8g/JKPQc3F5M6tfMe7d7EUm6O/tZQVVLBlqUbOFxaT01lLW21JgxtzfghUuWjYU1QDEVBycSHBZIQaiQpzI9hkf4MjwxgWKQ/kQHWYfir9lXwxpcruWD7u9xcn0JB9A20plob2EYfC2MXJjN5wQi0fy54FjcihMkLUxBFiaqiBopzaynOq6V4byUtzT7UhqRRG5Jm15kwOpRhU0MZMz2JNqmNs7+7CQmJ00ec3msj2504uAolcChBgxwcqgb5OJSgQQ4OVYN8HErQIAeHEjTIwTGYGi6answfH2aga42h2VDKO3W53HpoIyQeZb8m9OyzGL7kDnb4x5K1vIAJJw5H76PtxvVXj6WcHKoGeTmcweWG9jnnnMMHH3wAYN8s/dtvv+20eIGtN/uMM87AaOy8b/GWLVuoqamxN7THjRvnseiUlBS3t+fpCp1OxxVXXMEVV1zhtu2YMWN4/vnnvfp+ueHtGx1v7d3laKprY/XH+9i/rQKNRiA6NYjo4QGkjhOJTg2mJK+W5e/spsnUhlYrMEaTRfgnryEAgfPnE/fE42iMRmiuha+ugRzr9nL7k8/l1MOjIPFtHmxOoFY8n+vaP4LfHkdobcDvhEfwmzSxkxZJFEEQ7LnZ1NSE1s8PqvPh0EYo2mhtVJfuAsnSyVYU9JT4jaSECMY1bcBQlYvxt4dg7RMw5gz0485GP2M8QfPnEy0IjGhro/GSZzkYPJU/PswiZXJcjyttDnR59Id9bxyiKPL9Y+9RvVdLo3884IeBaAx6QA9mIBg4uUkkoOowQbmb0ejLMBlbqRI07MWXCk0wDYYI/A1GTt79E+eJ6RyK/ieWMGu9Y9C0MenkEWTOT6XN3GpvZDtCoxGITLLO0R9/XCKSJFFb1kRJnomS3CoM/nrGzE4kNMafpqYmNFoNL295mYN1B4k0RnL7VOcLL/YVB3ehBA4laJCDQ9UgH4cSNMjBoWqQj0MJGuTgUIIGOTgGU8P8jGiig3ypLD8Bv8TFfBIUwMVrnyHiH5/YrxEEgYwzJpGzrJIWYwS7fz/M+OOSZNMgJ4cSNMjBoWqQl8MZXG5on3zyyUybNo0NGzYg/NkosTV2HXuztVot//5394WB3n//faCjMT5t2jRvtasYZAiCQHBwsFuLCEiSRO6mMn7/NNe+8rcoSpTsN1Gy38T2nw+j89FYFyOTINCnhfRNLxJQcxA0GsKvuJzIRYsQNBqoK4b3z4CKvaDzZf24e7j0wG70ie8CoDWU87w2g4bay7nd/Das/x+0NcD8B8HYsXK+4Dj6wNKOds/XsPUtOLy5m/56nyh2a0fxe3Mqf7QOI1tKobXZOrQ5gIv4m/YPLtKtYLS5ALI+tn4AfEMgcjSayFFMmWLk0J5maluM5Kw5yKjZno/uUBr6yomcXflseuRzaoMmgr8GJBGd2ILe0oxOakIvtaLDQp0mkhafMBr8EmmgY3EUrQSxkoWklgZ8auvQWlopirnevshdkKGJiWeMY/TMBHR667E2M7Rb2llesByLZGFa7DSi/KJ61B4a409ojD8Zs+K6nV9RuILF2YsB+M/0/xDkE+RVLP4qUOPQATUWVqhx6IAaCyvUOHTgSIqFTqvh/KOSefaXFoIssdRpS3infD237/0RRp9kvy70b6eR8v6d7E0+k60/5DF2TsIRFQdvocbCiqEYB5cb2oIg8OmnnzJv3jwOHDhgb2zbYGtAP//886Snp3eyra+v57333rM3zjUaDfPmzZPPCxWd5pYPlL1Wq+1U1n1xNJpaWfXhPg7usC6lH2JoJm3tc+hop2HkLKrCM6gmipY/F6OPr9nKiJ3voxXb8Js2jeh77sZ31CjryeoD8N7foLYQAuN4J+N2njr0Ifow61DuE5IX8uuhXyFwN29JAg011/GA9BrC1sWw7QNIPhpGLoRRJ0L4cGiqhi3vwMY3MdQXAyBp9JhCxrBDGMkPNYn81pRCaUvHggl6rcDIGF/iYyox+lXTWJvKTwdO4sPG45gg7Od87QqmavaSLJSjaamFQ+vh0HqiJEitFsmLOpH1S/aQNjMZjbZzj6u35SkHh5w50Wa28OVDH9BYaKQleDIAiW3rmXvlcALTJkJQLBgCO3HVHSxj/0+rqc6rpqLGh3pNOG1aPyRBS5shuNMCZ7EhJiZdMIvkMRGdRghIksRvh37j5d3WnmgbhgcPZ3rcdKbHTmdK9BQCfHrfwi+vJo//rv8vG8o3AHBS6knMTZrrViyUUJ5ycAxEPdFfOuS095RDzQkr1JzogJoTVqg50QG5YzHYsTzvqERe/DWX0sML8Ut6h08D/fnbl5cw8oSnYPIlAGj8/UmfncyBnFqaCGHfhlIyZsapOfEnjrSc8NReifVEX3B5MTQbTCYTjz32GJ988gmFhYWA1fEZM2bw73//mwULFnSzefbZZ7nvvvvs/586dWqPK5Wr6IC7k+3b2tpcWjRKTntRFCkuLiYuLg6NRtMrhyRJ7F1XwtrP82htMqPRCqSJ2cSuegWN1HkbLQlo9I8DSSKgqQR9QgJRd9xO4Pz5HS92yrKtPdkNZVjCUrkj+TSW1XyDIIgYhGCenfsYxyQew5rDa7jp15tpF9torxvLCdXpPB78Lb61XRbhCxsGdSXw5+JpZmMEKwJO44HioyixdPRaBhi0TE0TiY0qp1WbT2HTHnJrcrD8OZxcI2g4MeUkZkX8neLKUNbkVbG9sIbWliaGCSWkCYdJ0xRxpfZHmouNfG55kXafQOacnsDYhSO9Lo+uUEpO7M4qIOu5n2gIHAuAb1sV04ZvZuytd4MxxC0NokWkuaGdJlMbTaYWmqtNRAyLJiIxsJvt/tr9PLnpSdYWrwUgzDeMGP8Y9lTtQaKj2tMKWsZFjGN63HSmxUxjfOR49Fo91S3VvLz9ZZbkLEGURHQaHRemX8j1E67HqDN2+z5nsTCbzYNennJw9Gc90d865LT3lEPNCSvUnOiAmhNWqDnRAbljoYRYXvfBZn7aVUrq2PeotOwhzGLh7ZIyhs+6E2bfDoJAW1ERKy/7L3nDzyQoRMd5/3c0pWWlak5wZOaEEuLgiQ5322duN7QdUV9fT0NDA2FhYRgMru0PrMI1uFuQVVVVXi1P74l919X/euKoOtzAbx/voyTPBEBErC+js97EZ/c6BB8fYh/+P/wmT6Z55y5qNm+CvP207NoFgkD4VVcRdsnFaBxz69Am+PAsaKmlLTqDc8NGkNeyHYA4/VG8fOw9DI8bbr/896LfuXnlzbSL7bTXjUNbcQGXpGs51TeLNNNadIV/gGgdwt4cPpZPtafwWGE6regQ9FVER1YQH12NYCjicFMeDe313eIQ5RdFpDGS7Kps+7FjE4/lynFXkhmRyeHaZnYX17G7pI7dxXWk5bzGbdrP+HX7+eyNPRujtpWLn1tgH+rsaXl0RV8cokWkobaVhupW6iqbqC9voLXJTERqKDGpwZi1TURERLj1nY45IYrw4X2f0FYRjFnvD5LIsLbfmHvjUfhOOlUWH3qCqdXEy9tf5tN9n2KRLOgEHRdlXMTVmVcT4BOAqdXExtKNrC9ez/qS9RTWF3ayN+qMTIicwK7KXdT/Wd6zY2Zz14y7SAzqfY/PrnCMhclk6vfyHAiO/qonBkKHnPaecqg5YYWaEx1Qc8IKNSc6IHcslBDL5dvzueqT3RgNrWRM+oic2n2Emy28XVrGsPGXwElPgkZL/vU383PrcZj1ARx36WhqKVRzgiMzJ5QQB090DGhDW0X/wd2CFEXRq5XOPbHvmvCOHG0tZjb/cJCsFYcQRQmdj4YJ4/UEv3knUk0V2ogIEl96EeOECd00SH+uKi901bN/JXxyAbQ30p4wldN8EymybEYS9UwLvJI3zrwWoJsfq4tWc8vKW+yN7baK+YhtEWg1WmYm6Dkr/CDbq/W8XRCBxqcCXVAWwZHZtFDazWcfjQ+jw0aTGZnJ+KjxTIicQIx/DGazmc/XfM56cT2/HvrV3mOaEZ7B2PCxjAobxaiwUaSFpPHU93u5cNt5hJc3sKTlBVp9Q5m+IIrJZ47tFgtLu4hGK/S4YFpfEEURAQFTRTPVByupzC6kpqAKU1UrDS0+NGsD7FtX9QQfoY3wwHaiE3yJHh1NxLgUgqID0TjRYssJXXMI297bSpshBoCA5sPMHL2JETc/AH5hbvngal62Wlr5eM/HvL7zderbrA3kuYlzuXXSraSEpPRqd7jhMBtKNrC+eD0bSjdQ3VJtP5cels7tU29nctRkr+4PjUbj9U4E3t7jcnDIXU8MpA457T3lUHPCCjUnOqDmhBVqTnRA7lgoIZYWi4UTX1hDTlkDt5+YwErT/7GvZh8Rfza2U0ecCGe+SeOW7fx2/6fkp55KaIwvqScITJ06Vc2JIzAnlBAHT3T02/ZeKpSN6upqt3sf5bS3cYSHh5O/vZLfP8uhoaYVgNTxEYwz7Kbh2UeR2tsxZKST+L//dduX2qahWwPbYoZ1L8LKR8HSRlvKHBaYY6my/IEkaTkt5m4eWXgWgiDYN7J3xOyE2Tx77LPcsuoWCNqJPmgnguhLe3MC65sT+SM3AY1PJf6pWWh8rfOzWwC9Rk96WDrp4elkhGeQEZ7B8JDh6DU9r1CY4pvCWVPOYkfRDr46/BXf7/+e3VW72V21236NgEByUAo5ASfzvvAWI7d+y874S9i6vIhxJ43Gx1eHaBHZte4gRTsbOLizCr1BS2RSIFHJgX/+G0RQhG+vi0FY2kWK9tWQvTybkrwmWiyOQ2ICrZ8/73xBNOPbWoOhpRrflmp0llbqAxOpD0yiTeNDSZ0PJbuB3ZXwZSWCZMZP00xwIIRE++MXHoAxLABjRBCGEH+0eoGsjw9ibokAQwxaczNj2r5l+qKF6Ce+0ElnSUMJm8o2UdlcSUVTBVXNVVQ0V1DTUkNcQBzjIseR4pPCzOEznS48JkoiP+X/xAtbX6C40Vp+aaFp3DH1DqbHTqeysrJXW4D4gHjOTDuTM9PORJREcmty2Vy2mUhjJMcnH49G0PSYV+5ArvtrsDmUoEEODlWDfBxK0CAHh6pBPg4laJCDQwka5OBQgoaamhoumpHCf77exRebavj8hte5cvmV5NbkckVMNO/k/kTydzfhd8ZrDDc8RaG5mZpSCCvyganK8UMJGuTgUDXIy+EMao+2QuHuG5PBgCiK5Ofnk5qaSluThb3rS9i9toSakkYAAsN9mTZVi88HT1mHgwOBJ5xA3GOPovHzc+1LyrLh6+uhZDsAdcNO4fj6MJoDViFJApel/Zt/zTzHJao/iv/gtazX2F21mxZLS4/X6AQdR8cfzcKUhcxLmoe/3rW4O8bC9masvKmcTaWb2Fezj5zqHPZW76WqxboneKAujDv36TiuchdLGp6jyS+aMVOC8Y0IYc8fxTTVtTv9Pr2vloAQA37BBvxDfPAPNuAboKcsr5rC7CrMlo6XFRpLG37N5RjN1RilCiJ0+UT5FRJiLMVfW4NWJyLoQKOVQIK2Ri3NdQbKm4dTZh5FhTaNen0czcYoxF5eMvSEuOr1TJ+8m9h/Pgf+HZWYWTTz/u73+d/2/9FqaXWJKzU4ldFhownzDSPYEEywTzAhhhA0goZ3s9+1D9uPMkbxz4n/5LThp6HVdN+HcyDRU078FaHGoQNqLKxQ49ABNRZWqHHowJEai4ZWM9MfXUFDq5nrjh3OVcdGccWyK8irzSPKbObd0goSb9hGzbJ1rFm8lcKkBQTH+HDef2ag1Q7u83ywcaTmhLtQQhzUoeNHCNwtSG973Dyxl0SJwzk17F5TzP7tFYhmayrpfDSMmx5G/LaPaPruG8C6omTEjf8k7OKLO3qsRQvs+wl8gyBqDJXNUocGcxuseRZWP2mdQ+0bTHbm3Zy77wBCmHXP7OvG3s31k8932w+zaCavNo+dlTvZWbGT3VW7CTGEcELqCcxPmo+5wdxvsaxsruSiHy+iqKGI4eYFfFz4HlnbjmVL3HWdrtO31RNTtpHY0vVIgob6wCTqA5KoC0yiISAeSeN8MIpPay2R1buIDiwnOnANySEH0Ro6bvUKIYIqv1RENIgI1o8kIEgigaKJIEstgZZqDJK1ISxJ0Naop6YumsrGBGra4qkTo2kVAmgX/GnX+mHW+9Gu88O3pZoJwhdk3HYZNUnzOsUipyaH+9beZ28YZ4RnMCJkBOHGcCJ8I4j0iyTYJ5j8unx2VOxge9l2ipuK+4y5n86PK8ZdwUUZF3VbqMzbe0MODiVokINDCRrk4FA1yMehBA1ycKga5ONQggY5OJSgQQ4OJWn4ZGMhd325E4A7Fo7inGkhXLHsCg6YDjChpZX3h/0Dcdbd7Dr+VNZm3Iao9eHkGzJJGRehKD8GU4McHKoGzznUhvYRAncLsr293atN1921ry1r4ruXtlNX0dEzHJEYQMa0SML3/ULdW68iNTWBIBB85hlELVqEzjGRJQm+vRG2vd9xyD8KIToDojIgfzWUWXvBxZEn8XrQP3km+ycMMdaG+w2Zi7h24uVe+9ETPOFwfMtmsVic2v9w4Afu+v0u/HT+/C0nnVuqv+fLikcwBQ8jrGYvcSV/EOtXS8jCBQTOn4/U0kxLdjbNu7Jpyc6m5eAhmn3DaPWxbnHV6hNMm08wrT5BGFsqiDNUET9nBG2NP5BotsbQIgns0o7GlDCPpOmnk5I+FfrYh7C9vR292AqN5dDaYH3hYTHT1t5GTX0jpvoGdK016Jsr0NdVoKkuQ1NdgTk8gqiLn0UTFGOPZbulndd3vs6bO97ELJkJ9Ank9im3c/qI053uh9je3k69pZ5dlbvIN+VT21qLqdVEbWstda111LXVMTFqIldnXk24sefFLIZCTvSXBrk5vI2DRqMZsn7IwaHmhBVqTnRAzQkr1JzogNyxUFosX1+9n0d/3AvA//1tDPMzfTnxi4WYJQufVDYw5sZsyl94mfUrqzmUeDyB4b6cd/80EERF+TGQHEd6TrgKJdQT6hztvygaGxsJCQkZMPvAcF/ami1o9DB6WizpU8Ix//wpTfd9gqnaupiUccIEou+9F+O4sd0JVj9pbWQLGghJgpoChMZyOFAOB1ZZrzGGUX3so1y61UhO5SsYYrIAuGrc1T02sj3xQy4OURSpqKggOTm5T/sTU0/knV3vsK9mH7szoynNCuP4okeo3Z9E2FEZBP0tCXRGfBuXwfK3ICASv+gxcNZYuP5ULAEptFc1IjY1ITY2Wf9takJsbsJ3+CyaS78neNtT6LDQKBn4MeJSRi28jswRKU4btb3GwdB5j2kfIPrPT1fYFqqI8ItA8yfHYfNh/r323+TV5gEwL3Ee/57+byL9Il3SEBYSxuyE2cxOmO2y9h798AL9nRP9pUFuDm/joNFohqwfcnCoOWGFmhMdUHPCCjUnOiB3LJQWy6tnD6e+xcyLv+bxn2+y8fMZzwkpJ/BD/o98ZIBHdn5G6HnnkfruKZRHTqK+KozNP+STPjdCUX4MJMeRnhOuQon1RF9QG9pHCLzdXs1de61Ow0nXjeVA3lZG7PuF2ks+RDRZt/DSx8cTefNNBJ16as8Nu20fwspHANg/9x7Cpl5JqNaHlqIsfGv3Q/ke0Or5NugE7t34PlLgOvR+1r2qLxt7GTdO/KdsfvQHR1/2GkHDzZNu5voV17OnaTnPB13I8+OfIoZaYAd02eYbUyEc3mL/rxbQBkRDcCIEJ1g/sQmIOj8aVlxFeHMRACuYivmE/3LWjMluNbBd9aMvtIvtLM5dzDt73sEiWQjzDePuaXdzQvIJLutRQnnKwaEEDXJwKEGDHByqBvk4lKBBDg5Vg3wcStAgB4cSNMjBoUQNt84fSX2LmXf/OMjtn2dx1+knAD/yU4A/t254hfDrLiHkuNmM3PwZO8ddy/blh0jKDMHb9tCREEs5OFQN8nI4g9rQPkJgsVgG1N5SW4vw1duEfvAB1S3W4eO6pCQir7uO4FNORuhtGEbeCvjuJiTg/0bMZUn+e5D/HjoxlDBdMsNDRzMp+ih+PbCD3YduRAhqQwAmRU7nrmm3kh6eLqsf/cHhiv2s+FlMiZ7C5rLNtI5t4O01C5mv2cJhIigUoyiQojkkRVEshREt1DJKU0i6cIjRQiGJmgpoKLN+Dm+2c2qAIKBYCmNJ5E2ccubFDI/rPpy6xdzC3uq9HG44TFVzFVUtVVQ2V1LVUkVTexMJAQkMDxlOnCGOsbFjiQ+IR+NkG7CekFebx33r7mNP9R4ATkg5gXun3Uuob6hbPEooTzk4lKBBDg4laJCDQ9UgH4cSNMjBoWqQj0MJGuTgUIIGOTiUqEEQBO47JYPGVjNLthTx5LctjJ6QxsGmXL5oLebq/NWEXX899aefQWTFNioiJ7L2s/2cfWe4R9ud9pcfQ5VD1SAvhzOoDe0jBN5OtXfXXmxqoubddxHMZnxGjiTy2mvg6KMJcva6sWQHfHYxkmjm0RFTWWLZbz9l1tRQLtZQXrWdddaFuRG0EKYbxiNz7mJWwox+8UMuDo1GQ0JCgnUfcBfsBUHglsm3cOGPF7KufClxs57ln3k+xIUYSQzzI8KoYUpsKFFBBg5UNLKloIbnC6rZXVyHn9REqlBKnFBFnFBJnFBFrFBFtFBDljCaoAX3cNPRo2loaACgtLGU7eXbyarIIqsiiz3VezCL5l61bSvf1un/vlpfEgITiPKLItIYaf3XL5JIYyTBhmCCfIKsH0MQPoIP6yzreP+n92kX2wnyCeI/0//DwtSFbscUBq885eBwNyf6Q4PcHN7GQQ4NcnCoOSEfh5oT3nGoOWGFmhMdkDsWSo2lRiPw379n0tRm4YedJZSXTIPgXD4NCuCy9a9g/MdH6I87jpGrl1ATMZaKgkay1xQzdna8rDoG0t5Tjr9KTvQFJdYTfUFdDE2hcHeyfWtrq1fDHzyxr3rzTXyGDSPg2GMRNBrnHLWF8OZ8xIZSHk7JYIlgbQSGNZ/LMyddzprCnWwr2UVBYx7V7QcRBIEL0y/m1qPPcas31ds4yMHhjv0tK29hReEK5iXO4/l5z3fjaPx/9s47zImqbeP3JNls74W2sLD03pYuVUEFEQsgSFPA7qe+CpbXrq8oitgrFkA6IoKIYgEE6UuvUpYFdinbW7alnO+PMZNkN5s2ZzeT7PO7rr3EZM6d+zxzZ2ZOZuaMXodAdSA0/84yrqsw4NClAqTn6qASBKgFASqVALUKUKtU6N08Bg0jg8AYw5b0LVh4amG1gTMAxAbFIjkqGXFBcYgNjhX/gmIRrAnGhaILOFd4DmfzzyK9KB16k+NHjVmjElQwMRMAYHDiYDzX8zk0ifJ8p6iE9clDQwkeeGgowQMPDfLAT0MJHnhokAd+GkrwwENDCR54aCjdQ1mlEf3e+hMFZWVo3HEuio3FmHctBzfO3IlKnQbnbh6JSw0G4Ezr8dAGa3D3K30QGumZF3+oJQ8N8uC5Bk2GVk/R6XSywuZJ+6h778Xp06fRhjGoHWlcPgisvgeGkqt4OTEZ64USMCbAlDUW39z7BFrGh6Fns8bIy+uFmJgYj/vgaT94aBiNRrEWbdq41f6x7o9hy6Ut2HxpMw5nH0aXuC44nX8av5z+BXty9uBY7jEEa4LRPqY9OsZ1RKfYTuic0Bn9Wzaze5+ziZnw+4XfseDIAumybbWgRpvoNuiW0A1d47uia3xXNAlr4vQ+6by8PERERSCjOAOXdZeRXZqN7LJsZJVmSf8urChEUaU4+7fBZICJmRCsDsYzvZ/BHa3vQH5+vlt1rIq31icPDU8zwdMDbw25dVCr1T7bDx4alAkRyoQFyoQIZcIC71oovZbBWjUm9m6Gz7aeQ2DFIBRrfsayyDAM3/slziVNReSdd4CtXI1rLYagqCwBf68+gxtn2plk18v9qE2N+paJmlDidsIZsgbaL730EqZOnYpWrVrx8kN4SGRkZJ23Z4yhsLBQuuyimgZjwO7PgN9fgt6kx3NNmmFTgAGMqVB+eTxev2EKWsZbZrSW2wdvaljXwp32yVHJGNNyDNaeXYvntj8Ho8mIyzrb50aXGcpwIOsADmQdkF4LDQhFg5AGiA+JF/8bHI8wbRg2nNuAc4XiJflB6iCMbzse0zpOQ0JIgtt9ioyMhFqlRvPI5mge2dzhsowxlBnKkF+Wj3PHzqF/cn8IguCVXCpFw9NM8PTAW6NWthN15INne081KBMilAkLlAkRyoQF3rXwhVpO7ZeEBdvSkH6+CyJb/4IDQUE4fXQZisNGoMX996Pox3Voe+hrpPZ6DmdTs9Cuby6SOtl/pKccH7Xd3lON+pgJeyhxO+EM92Y4qsL//vc/tG3bFtdddx2++uorFBUV8fJFuIncM4dy21fT0OUCyycAm57DPxrgwZYdsEkLgKlRnnk3rm96Iyb0alq7Hryk4W77h7s9DK1Ki0vFl3BZdxmB6kD0T+iPV/q9gj/H/Yl1Y9bhjevewIS2E9A5rjMCVAHQ6XVIK0zDnit7sP7cenx97Gt8cOADnCs8h/CAcNzf5X6sGLYCs3vN9miQ7W4/BEFASEAIGoQ0gFal9UhDrgclayjBAw8NJXjgoUEe+GkowQMPDfLAT0MJHnhoKMEDDw1f8NAoMhgjOzcCM0QiTpUCAFgerEL85T+gadAA0XffjfCSDDTXHQIA/L36DJjJ/Ttf/aGWPDTIA18NR8i6R9t8M7r5EtTAwECMGTMGU6dOxY033ii9T7iPu/cAeAPzM5NTUlKg0VhdHJG+A1gzExfKsvBJTAx+CQ0CAKgQgJKLkxGv7opfHh+I6FBtDcq+R421cJE/LvyBfVf3oV/jfujTqA+CNcE1Lqs36nGp5JJ0Cfe10mvILs1GTlkO2se2x11t70K4NlxOdzxGbh38CaqFCNXBAtVChOpggWohQnWwUF9rcehSAW77ZAe0oekIbPY5Ak0mbMgF4h4/CJTocO76G1BZYcSuYe9Crxcw6pEuaN45ztu264T6momqKKEO7o7PZI+EBUEAYwyMMZSXl2PVqlW45ZZbkJiYiNmzZ+Po0aNyP4JwgZycnDpvr1KpkJycLP2gknvpH+DnWbi6ZAxe0ZZjTGJjaZDdLXoIis4+DlNpW8wf39XuIFtuH7ypYV0LT9rfkHQDnuvzHIY0HYJgTbBDjQB1AJIjk9G3UV+MbjkaMzvPxHN9nsO7Q97FzM4zpUG2EjLhDQ9K0ZCbCR4eeGsoIRM8NCgT/DQoE/I0KBMilAkL/rgfdaV9t6ZR6JkUjUpdEmI1zVChUuEXdSFUaVugiY5G0F3joTFWoEnefgDAkc2XasVHbbb3VKO+ZqIqStxOOIPrGW3Adpp08+tdu3bFPffcg4kTJyI+Pt7Tj6tXuPuLidFohFqt9vjzZLU3VAB7PkfFtnfwTbCAryIjUfnvcw4HJQ5C78i7MXd9MUorjXhgcDKeu9n+s7Dl9kEpGkrwwEODPPDTUIIHHhpK8MBDgzzw01CCBx4a5IGfhhI88NBQggceGr7k4ecjV/DIsgOISjgIY+xKNNEb8HNAG6inrUNlQQHO33gTdBUa7O77KhgETHipN2IbhznVret+KF2DPHiuUadntL///ntMmDABYWFh0lltQRCkP/Nrhw4dwn/+8x8kJibi1ltvxZo1a6DXu/7IIMI5cu+P96S90WBA+s/vgX3cC/u3vYFxcWH4NDoKlSoBPRJ6YNFNi5ASNAuvrilAaaURA1vH4anhbbl6UIqG0WjE4cOHYTQafbofcttb18FbHpSiQZkQ4Z0JHhqUCX4alAl5GpQJEcqEBX/cj7ra/saODdAkKhgF2Z0QogpFZoAGf17bA1w7Dh1jiLtvJoLLc5GgOwMAOLIlo1Z81FZ7TzXqcyasUeJ2whmyBtp33HEHli1bhuzsbPz444+YPHkyIiIiahx06/V6/Pzzzxg/fjwaNmyIRx55BKmpqbz6Uq8JDq75nt5aaZ+XBtXCmxCz/1W8pi7CPY0b4Lw2ADFBMXh70Nv4avg3WLdbi1d/OgETAyb2boZv7ukFrabmyMntgzc1GGMoKysDY8yn+yG3vXUdvOVBKRqUCRHemeChQZngp0GZkKdBmRChTFjwx/2oq+01ahWm9U8CWABUukEAgAVRkWA7P0FwcDCiJ06EKiQETU5vAAD8s/sqyktcP3Hnq7Wsz5mwRonbCWdwma1Mq9Xi1ltvxeLFi5GVlYUNGzbgnnvuQXR0dLVBt/n/8/Pz8fnnn6NPnz7o378/tm/fzsNKvUXuFQLutmdB0fitJB1jEhvj+wjxnuDRzUdj/W3rMbDxcNz/3X4s2nUBggD8d2Q7zLm9EwLUjuPG4yoHJWgowQMPDfLAT0MJHnhoKMEDDw3ywE9DCR54aJAHfhpK8MBDQwkeeGj4moe7ejVDiFaNK5dSoEUATgVqse3sehgKMqEKDUXEqFGILDyHSFURjHoTjv+dWSs+aqO9UjTIA18NR3CfFjwgIAAjR47EN998g2vXruHHH39EYmKi9L69S8t3796NoUOH4n//+x9vO/UG6/vk66L9idLLmBUdjBy1Gs0jmuPbG7/Ff3v+FwUlGoz9bCe2/JONoAAVPpvUA/cPaumSvtw+KEVDCR54aJAHfhpK8MBDQwkeeGiQB34aSvDAQ4M88NNQggceGkrwwEPD1zxEBgdgXM9EwBiK0LLrAABfRIQg4OAiAEDUuLEQADT5RzyrfXRrJoxGE3cftdFeKRrkga+GI2rt+VtHjhzBk08+ienTpyMzU/y1qeq8a9aDbpPJhJdffhkbNmyoLUt+jdxp7t1t3zGuI25reRvubXsvvh/9PbrF98DC3ZkY8d42nLpajLiwQKy8vx9u6tSo1jwoSUOtVqNdu3ZQq9U+3Q+57a3r4C0PStGgTIjwzgQPDcoEPw3KhDwNyoQIZcKCP+5H3W1/z4AWEATg0qUBCBQ0OBoUiP2nlgH6MgR17ozANm2QcHkPggKM0BVUIO1Adq344N3eUw3KhIgStxPO4DrQLioqwmeffYaUlBR0794dH3/8MfLy8qQBtvlXA8YYNBoN4uPjbd5jjOGDDz7gaaneUFZWVuftXxvwGp7s+yTOXCvHmE92YN4fZ1FhMGFAq1ise3QAujaNqnUPStEQBAFRUVEQBMGn+yG3vXUdvOVBKRqUCRHemeChQZngp0GZkKdBmRChTFjwx/2ou+1bxIViaNsEMGMYkrQ3AAC+CBGAw8vF+owdCxUzIDFfnOfpsIuP+vLVWlImRJS4nXAGl4H21q1bMWXKFDRq1AiPPvooDhw4UOO92Y0bN8arr76Kixcv4vLly/jyyy+lx4QBwP79+3lYqneEh4fXefuSsko89s0WjPlkB45fLkJksAbvjO2CJTP6oEmU+5MLyO2DNzUMBgP27dsHg8Hg0/2Q2966Dt7yoBQNyoQI70zw0KBM8NOgTMjToEyIUCYs+ON+1JP2E1KaAADOnu2NAKhwICgIqXs/BkwmRN46GoJWi4aH10KlAq6dL8LVtMJa8cGzvacalAkRJW4nnCFroD1nzhy0atUK119/PZYtWybNBGfvPuwhQ4Zg9erVSE9Px4svvogGDRpApVJh5syZGDFihHRmu7DQ+ReFqE5BQUGdtj+bVYyRH+3A+tOlMJoYRndtjFX3dMG4lKYe3+8gtw/e1jA/bsDX+yG3vbkO3vSgFA3KhAjPTPDQoEzw06BMyNegTIhQJiz4237Uk/aD28QjNliFwpIQ9Ij696y2qgg4+zvUUVEIHz4cWn0xEgOvAgCOuHBW25drSZkQUdp2whmyBtovvPACzp8/X+3sNSBeHh4aGoqHHnoIx44dw+bNm3HnnXfafSh4cnKyHBsEgLi4uDpt3zgqGIwBMcEqfDm5Oz6a2B1tk1y/H5uHB6VqKMEDDw3ywE9DCR54aCjBAw8N8sBPQwkeeGiQB34aSvDAQ0MJHnho+KoHtUrAsKRAAEDO1SHQQMDu4GAc3jUPABA19k4AQKP9KwEAZw9koyS/nLsPnu2VokEe+Go4gsul41XPXrdr1w4fffQRLl++jE8++QQdOnRw2L62b0SvD+Tk5NRp+xCtBl9M7o55wyIxrF2CVzwoVUMJHnhokAd+GkrwwENDCR54aJAHfhpK8MBDgzzw01CCBx4aSvDAQ8OXPQxNCoJaJeDQeRX6R/UHAHxZeh64cgQhffogIDERoVmn0SDGAGZiOLI5o1Z88GqvFA3ywFfDEQKrOhW4G6hUKmmArVarceutt+LRRx/F0KFD3dLJz89HUVGR9P9JSUmeWvIbdDodwsLCAAAlJSUIDQ11uLzJZLK5191dPGlvfnB8cHCwNHN8XXtQioZ1LRhjPtsPue0pExYoEyK8M+GpD57tPdWgTIhQJixQJkQoExb8cT8qpw5PfH8Cv524hjv7aPFH0ZMwAVgZ0gUdxi1FzuefI/v9D1Dc5zbsCx6OgCA1ps3pj8CQAMX0g4cGZUJECdsJd8dnss9ox8fH4/nnn8f58+exZs0atwfZABAdHY2kpCTpj3Afb90rodVqve5BKRrmWvh6P+S2p0xYoEyI8MwEDw3KBD8NyoR8DcqECGXCgr/tR+XU4e7ezQAAvx0yYkRCHwDAgpy9QFk+Im+/HVCpELZnHaLjAqAvN+L49svcffBqL0eDMiGitO2EM2QNtJcsWYKMjAy8/vrrSExM5OWJ8ABnv6jURnuj0YjU1FRpYgJveFCKhnUtfLkfcttTJixQJkR4Z4KHBmWCnwZlQp4GZUKEMmHBH/ejcurQPzkaidHBKK4wokX4NADAluBAZB9YhIAGDRA2aBAEMLRSnQEAHP7zEgx6o11NX60lZUJEidsJZ8gaaE+ePBmBgYFQq9WIjIxEaWkpL1+Em1RUVHi1vb944KGhBA88NMgDPw0leOChoQQPPDTIAz8NJXjgoUEe+GkowQMPDSV44KHh6x5UKgET/z2r/ccRFboGNYRRELD+5FIAQNS4sQCAiM2LEBqlRWlRJU7vucbdB4/2StEgD3w1HCFroB0QECBNgDZ06FCEhITw8kW4ib3Z3Ouyvb944KGhBA88NMgDPw0leOChoQQPPDTIAz8NJXjgoUEe+GkowQMPDSV44KHhDx7GpSRCoxJw4GIB+jcbDwD4kRWDXT6EsEGDoI6PA8vJQrtE8YTfwd8vwmSqPgWVt/uhFA3ywFfDEbIG2g0aNJBmHG/SpAkvT4QHyJ0MQG57f/HAQ0MJHnhokAd+GkrwwENDCR54aJAHfhpK8MBDgzzw01CCBx4aSvDAQ8MfPCSEB2FYW/ExTJeudUMwVEjXBuDgvo8hBAQgepw4+I75YwECgzUouFaK9MPVZ5P2dj+UokEe+Go41JfT+LrrroN50vLMzEwuhgjPqKysrPP2arUaKSkp0q9B3vCgFA3rWvhyP+S2p0xYoEyI8M4EDw3KBD8NyoQ8DcqECGXCgj/uR3nU4Y6u4qNkNxzMww3xPQEAay9vB/TliJk6BaqwMBhPHUPrZuJnHfjtAqo+WMlXa0mZEFHidsIZsgba//d//weVSgXGGH7//XdcvHiRly/CTeRetu9pe+uAesuDUjTMtfD1fshtT5mwQJkQ4ZkJHhqUCX4alAn5GpQJEcqEBX/bj/Kow9D2jdEsJgTFFQbEhtwJANgUpIHu+Bqoo6IQM3UKACBh29dQawRcO1+EK2cLuPjg1V6OBmVCRGnbCWfIGmj369cPb731FgCgvLwcN9xwA3bs2MHFGOEehYWFdd7eaDTiyJEj0ux/3vCgFA3rWvhyP+S2p0xYoEyI8M4EDw3KBD8NyoQ8DcqECGXCgj/uR3nUobi4SJoU7a/jkWiuCUeZSoVNh78GAMRMnQpVWBhw8hBaNhXbHNhkewLQV2tJmRBR4nbCGRo5jadPnw4AaNKkCTIzM3H27FkMGjQILVq0QJcuXRAZGQlBEOy2FQQBX3/9tZyPJ6yIi4vzant/8cBDQwkeeGiQB34aSvDAQ0MJHnhokAd+GkrwwEODPPDTUIIHHhpK8MBDw588jEsJx/zf/8GRS4V4sN0opGeswA/lGbij4CLUUc0QM3UKcj79DA13L8aZhvfgwrFc5GaWILZJGAAgMiIaBVmlEAQgMt79M5lKqCUPDfLAV8MRss5oL1y4EIsWLcLly5elATVjDGlpaVi3bh0WL16MRYsWVftbuHAhFi5cyMM/8S85OdUnfajL9v7igYeGEjzw0CAP/DSU4IGHhhI88NAgD/w0lOCBhwZ54KehBA88NJTggYeGP3mICwvEjR0bAgCyCgZCDeBwUCDS9n0GwHJWW3NyH5o1NgEAfv70CJa9shsL/rMNXz72F5a+tBtLXtyNv5b/U+0e7rrqh7c1yANfDUdwmWrN/Igv8wzkgiBIr9n7I/gTGxvrlfbW0+J7y4NSNMy18PV+yG1PmbBAmRDhmQkeGpQJfhqUCfkalAkRyoQFf9uP8qzD3X3Ey8c3HS5F//DWAIAfz20ATCabe7WbHFoJACjOLUf+1VJUlhkAABqtChCAY39lYvvKM26NSygT/DSUUAdeGo7gMtA2D67tvWbvj+BPXl5enbfXaDTo1asXNBqN1zwoRcO6Fr7cD7ntKRMWKBMivDPBQ4MywU+DMiFPgzIhQpmw4I/7UZ516Jcci+S4UOgqjWgYdjsAYJ3WCP25zQAsZ7WDjv+N4dcZccO9HTDmiW64+5U+uOPFTrj/g8EYNqUdIABHt2bg79WuD7YpE/w0lFAHXhqOkD3QdnTmms5o1x0RERF13p4xhoKCAmmdesODUjSsa+HL/ZDbnjJhgTIhwjsTPDQoE/w0KBPyNCgTIpQJC/64H+VZB0EQpEnR9vzTFDGCFnlqNbbv/xQAbM5qa1Z9jDa9EpDYLgbRDUMRlxANQRDQvn9jDJ3UDgBwZHMGdq4569L4hDLBT0MJdeCl4QhZA+0tW7Z4/Ld582ZefSAAlJaW1nl7o9GIU6dOSbP/ecODUjSsa+HL/ZDbnjJhgTIhwjsTPDQoE/w0KBPyNCgTIpQJC/64H+Vdhzt7JkKrVuF4pg4DYwcCANbmHwPK8gFYzmpXnD6N/GXLUbx5M/IWLcKV11/HpQcexMUZM9E8+AoG390WAHDoj0vYtfac08E2ZYKfhhLqwEvDEbJmHR88eDAvH4RMAgICvNreXzzw0FCCBx4a5IGfhhI88NBQggceGuSBn4YSPPDQIA/8NJTggYeGEjzw0PBHDzGhWtzcuSHWHbqMfN0IAH9ie7AW2alfIX7gbOmsds6nn+Ha//5nV680NRXNP/wAbEIbbFtxGgd/uwiD3oTeo1ogKMy+XyXUkocGeeCr4Qgu92gTBEEQBEEQBEHUBXf/e/n4lmMqdA5qCKMgYPXxxYBJPNsZM20atK1aQhURgaCOHRF+002IuGcaGr76KsIGDwarqMClRx5FUukRDLxLnFTt6JYMLHpuB/5a9g8KrtXumU6ifiDrjDahHAwGQ523FwQBwcHB0gR33vCgFA3rWvhyP+S2p0xYoEyI8M4EDw3KBD8NyoQ8DcqECGXCgj/uR2ujDr1bxKBVQhjOZpUgOXICjpa/j+VaI+458SNCOt0JdWQkWm7YYNOmqKgIERERiLrjdlx+9jkU/fwzMp+ahaavvoKbHhiC1I3pyLlUgmPbMnFseyaad45Dt+ubonGbKK9+RykTIkrcTjhDYDJnJ9u5cyd+//137N27F9nZ2SgqKkJkZCTi4+PRq1cv3HDDDRgwYAAvv/UGnU6HsLAwAEBJSQlCQ0MdLl9ZWQmtVuvx58lt7y8eeGgowQMPDfLAT0MJHnhoKMEDDw3ywE9DCR54aJAHfhpK8MBDQwkeeGj4s4ev/z6P1zecQNuGIRDinkOmUYdnTVGYdO92pxrMaMTV119HwQrxMWAJs2cjZvq9yDxdgMN/XkL6EcvzlROSwtHzpuZo0j4CgUGB3PtR1xrkwXMNd8dnHl86vmXLFvTp0wcDBw7Ea6+9hl9//RWpqak4ffo09u3bh19++QWvvfYaBg0ahN69e9PkZ7VMcXFxnbc3mUzIysqCyWTymgelaFjXwpf7Ibc9ZcICZUKEdyZ4aFAm+GlQJuRpUCZEKBMW/HE/Wlt1uLNHE2g1KvxztRQjEicAABYbc6DP2OfUh6BWo+HLLyP2vpkAgKx33sG1/72BBpEVGPVwF9z9Sh90GtQEmgAVsi4U45cvjmLVG6k4tesKjEaT2/2x58FVKBMiStxOOMOjgfbbb7+NESNGIDU1tdpju8yn861fT01NxYgRI/Dmm2/yc07YEB0dXeftTSYT0tLSpMB7w4NSNKxr4cv9kNueMmGBMiHCOxM8NCgT/DQoE/I0KBMilAkL/rgfra06RIVocUuXRgCAS1kDECNocDlAg01/z3HJhyAISHjqKcQ/+SQAIH/pUpwddj0uPfgQNCf2YND4lpjyRn/0vDkJ2mANirIr8Oeik1jy4i6c2HHZ7T7V1A9nUCZElLidcIbbA+0PPvgAzz77LIxGIxhjEATB5g9AtdcEQYDJZMILL7yA999/n3cfCNTfh9crUUMJHnhokAd+GkrwwENDCR54aJAHfhpK8MBDgzzw01CCBx4aSvDAQ8PfPUzqI06K9svRHNzZbDQA4Nvik2CFmS5rxN1/HxI//QQhvXoBJhNKtm5FxsOP4Oyw66Fb+Dl6DY3HtDn90WVEQwRHaFGSV4Et353C6X1XufWjLjXIA18NR7g10N65cydmz55dbWAN2J7Btj7DbUYQBDDG8Mwzz2DPnj183BMScXFxXm3vLx54aCjBAw8N8sBPQwkeeGgowQMPDfLAT0MJHnhokAd+GkrwwENDCR54aPi7hx7NotG2QTjK9SZohLEIZgJOawOwY3v1x3o58hE+bBiSvluM5I0bETN9OtTR0TBkZSHn089w8Z57odaXYuAdHTD1f/3QZVgiAGDrEvdnJ/f39eFLHnhpOMKtgfaLL75YbXY2xhhiYmJw66234rHHHsPzzz+Pxx57DKNGjUJUVFS1Abder8dLL70k3zlhQ05OjvOFOLcXBAGRkZHSDy7e8KAUDeta+HI/5LanTFigTIjwzgQPDcoEPw3KhDwNyoQIZcKCP+5Ha7MOgiBgcl/xrPb3+/JwZ8P+AIBvLm8FKm0Hwa74CExugQZPz0arv7aiyfx3oY6JQfmJE7g48z5kpadDo1VjwNjWaNw6CvoKI35dcAwGvdHlflEmPG+vxO2EM1yedfzIkSPo1q2bzT3YMTExmD9/Pu6++25oNNWfFKbX67F48WLMnj0bhYWFUjtBEHDs2DG0b9+eY1f8C3dntTMYDHbXgavIbe8vHnhoKMEDDw3ywE9DCR54aCjBAw8N8sBPQwkeeGiQB34aSvDAQ0MJHnho1AcPJRUG9J3zJ0oqDPhgYlO8cnASDAKwrMUEdB70vCwf5f+cxsVp02AsKEBQt25o9tVXUIeFQldQgZVv7EVZsR6dBjXB4Lvbyu6Hqyh9ffiKB080am3W8Q1Wz6JjjCEuLg579uzB1KlTazQYEBCAGTNmYPfu3YiJibF5b/369a5+NOECJSUldd7eZDIhIyNDmpTAGx6UomFdC1/uh9z2lAkLlAkR3pngoUGZ4KdBmZCnQZkQoUxY8Mf9aG3XISxQg7E9xcu5fzpUgZGR4qD3m9OrAJNlhnBPfAS1bYNm33wNVUQEyg8dQsaDD8JUWorQqEDccE8HAMCxbZk4k3rNJT3KhOftlbidcIbLA+2DBw8CsJyRfv/999GyZUuX2rZp0wbz58+X2lrrEXwIDJT3XD9P2lcNvDc8KEXDuha+3A+57SkTFigTIrwzwUODMsFPgzIhT4MyIUKZsOCP+9G6qMPkvkkAgD9PZWFk56fFf2uMOH9suSwfABDUoQOaff0VhLAwlKam4tLDj8BUVoZmHWPR4ybxc7csOYXCbOf3a1MmPG+vxO2EM1weaKelpUmD5JiYGEycONGtD5o0aZJ0VpsxhnPnzrnVnnCM0ej6/SG10d5fPPDQUIIHHhrkgZ+GEjzw0FCCBx4a5IGfhhI88NAgD/w0lOCBh4YSPPDQqC8eWiWEYWDrODAGbDsTjsGBDcAEAXP2voWff7oP/xxahNJi18462yO4c2fEf/QhVCEhKN29Gxn/9xiYXo8+o1ugUatI6MuN2LTgOIx6x8/Yri/rwxc88NJwhMsD7ezsbADijej9+/e3mXHcpQ9SqTBgwABpcrSsrCy32hOOcfFW+1pr7y8eeGgowQMPDfLAT0MJHnhoKMEDDw3ywE9DCR54aJAHfhpK8MBDQwkeeGjUJw9T+zUHAKzcdwlTeojPxt4dADybtxtjD8/DsI234JZvu+KpFcNx8txvbnvQduqEpgu+hBASAt3ffyNr/ntQqVUYMaMjgkIDkH2xGD99fNjhTOT1aX0o3QMvDUe4PNAuKCiQ/t2oUSOPPsy6nbUeIR+tVlvn7VUqFeLj46FSqbzmQSka1rXw5X7IbU+ZsECZEOGdCR4alAl+GpQJeRqUCRHKhAV/3I/WVR2GtUtAk6hgFJTqcaGoM97p9RzGRndBd3UEwk2ASRBwQWXCbxVXcff2J/H56tthcOMst1arRUjPnmj81psAgLxvv0XRr5sQFh2E4dM7QK1RIfOffCx/fQ/2rE+DobL62VLKhOftlbidcIbLA+3Kykrp3yEhIR59WHBwsPTviooKjzQI++h0ujpvr1Kp0LJlSynw3vCgFA3rWvhyP+S2p0xYoEyI8M4EDw3KBD8NyoQ8DcqECGXCgj/uR+uqDmqVIN2rvWhnOm5sPxEv37oUiyfvwI57juCHAV/iyzb34AYhDAZBwCelZzFlxRCk/fFitUeBOepHxIgRiJkxHQBw5fnnUZF2Hs06xmLCS73RrEMMTAaG1I3pWP7aHqQftTw+qrLcgIyzOTh3MAtHtlxCUU5ZrdXClX54U0MJ3w1eGo5w+fFearVa+ve9997r0bOwX331VXz77bfiBwuCrOvic3NzsX79evz55584cOAALly4AIPBgPj4eKSkpGDatGm4/fbbHWp8//33WLRoEfbv34+cnBwEBAQgMTERgwYNwiOPPIJu3brV2NZgMGDRokVYsWIFDh8+jPz8fAQFBaF58+YYNmwYHnvsMZcni7OHu9PHG41Gm3XkLp60N5lMOH/+PFq0aAGVSuUVD0rRsK4FY8xn+yG3PWXCAmVChHcmPPXBs72nGpQJEcqEBcqECGXCgj/uR+uyDnm6SvR9809UGkxY81B/9EyKruaDMYYNe+bhzVPfoVhgCDSZ8HgZMKnvc1B1mwio7H+OtQdmMODiPfeiNDUV2lYt0WLlSqhCQ8EYQ9rBbGxfdQa6AvGkYkzjUJQVV6KsWG+jF9skFHc93xuCyvHtuJQJESVsJ2rt8V7m8ThjDN9++y1atGjh9t/ChQvdvre7Jho2bIjp06dj6dKlOHnyJEwmEwICApCZmYl169bhjjvuwMiRI1FaWv0XqoqKCtx6660YN24cNmzYgCtXriAwMBAGgwGnT5/GV199hZ49e+K9996z+9n5+fm47rrrMHPmTPzxxx/Izs5GcHAwysvLcezYMXz44Yfo2LEjVq9ezaWvrpCfn1/n7U0mE7Kzs6XZ/7zhQSka1rXw5X7IbU+ZsECZEOGdCR4alAl+GpQJeRqUCRHKhAV/3I/WZR1iQrW4tWtjAMB3u9Lt+hAEAaP7zsYPd25C//BkVKhUeDtUhQmpr2PR131w+Zj943drD4JGgybvzYcmPh6VZ8/hyksvS09XatkjAXe/0gfdhzeDSiUg77JOGmRrQ9RIaB6BgEA1cjN1OHvA+ZxVlAkRJW4nnOHyQNsaxpjHf7wwGAzo3bs3Pv30U5w7dw5lZWUoKSnB+fPnMWPGDADAL7/8ggceeKBa2zlz5uCnn34CADz88MPIyMhAcXExysrKkJqaiuuuuw4mkwlPPfUUUlNTq7V/4oknsGfPHgDAK6+8gpycHBQVFaG8vBxbt25Fx44dUVFRgWnTpiEzM5Nbnx0RFxfn1fb+4oGHhhI88NAgD/w0lOCBh4YSPPDQIA/8NJTggYcGeeCnoQQPPDSU4IGHRn30MO3fSdF+PnoF2cWWW1WrajQMb4TPb/8RL/Z6FsGCBicDtZinrcCN+1/DxEUp+GbXHFwqvlRje018PJq8/x6gVqPo55+Rv3SZ9J42SIP+d7bCxFf64OYHOmP8f3th5nuDcN/8wRj3bAq6j2gGANi34TxMJvfGR762PpTqgZeGIzwaaAuC4PEfLzZv3ow9e/bgoYceQnJysvR68+bN8dVXX0kD7CVLluDSpUs2bRcvXgwAGDx4MD755BM0adIEgHjtf8+ePbFhwwaEhYWBMYY1a9bYtK2oqMDKlSsBANOmTcPLL7+M2NhYAOLl9YMHD8a6desAAGVlZdiwYQO3PjsiJyfH+UK12N5fPPDQUIIHHhrkgZ+GEjzw0FCCBx4a5IGfhhI88NAgD/w0lOCBh4YSPPDQqI8eOidGonuzKOiNDCv2XnSoIQgCxneYhI3jfsdz3R9HSkAsBMZwDBV47/RyjPxhJD7Y/RYYY3bbh/TsiYTZswAA1956C6X79tm8H5UQguTu8YhvFo7AYI2k0WVYUwSGaJB/tRRn9rn32DFfWx9K9cBLwxFuD7R5DpblMHToUIfvm89qA6h2VvrKlSsAgJSUFLttIyMj0aZNGwDi9ffW5OfnSxO51dS+ZcuW0jPDq7avLaKjo50vxLm9SqVCYmKiNCmBNzwoRcO6Fr7cD7ntKRMWKBMivDPBQ4MywU+DMiFPgzIhQpmw4I/7UW/UwXxW+8PNZ/Dij8dwtbDcoUZccBzu7jIT3969FZtvXIwXA5LQp6wcAPDVP0vx1s6XERkVabdtzLRpCL/pJsBgwMWZ96Fo48YaP8fsITBYYzmr/fN5mIw1P3+bMiGixO2EM9waaMu5ZLw2Lh93RFBQkPTvqpOumc+A79+/327bwsJCnD59GkD1wXSDBg2kG9/tXVYOAOfOnUNeXp7d9rVFUVFRnbevGnhveFCKhnUtfLkfcttTJixQJkR4Z4KHBmWCnwZlQp4GZUKEMmHBH/ej3qjDyM6NcEP7BOiNDN/tvoBB72zBS2sPI6u43GnbuEY9MP7uDfjqluV4qdgAgTEsO7sWL255GkZT9YmcBUFA4zlvIGzoULCKCmQ++RSyP/7E7pjHuh+dhyQiKCwAhVllOL235rPalAkRJW4nnOHyQPv8+fNc/9LS0mqzX9i6dav0786dO9u899BDD0nLPPLII9J91IwxHDhwALfccgtKSkrQt29fTJo0yaatIAjSZemLFi3Cq6++itzcXADigP6vv/7CmDFjAABjx47F4MGDa6V/VbF+dFpdtTcajTh58qT0Q4Y3PChFw7oWvtwPue0pExYoEyK8M8FDgzLBT4MyIU+DMiFCmbDgj/tRb9RBq1Hhq2m9sOy+PkhJikalwYSlqVcw6O0teHPjSVwpdOHRWokpGDfhJ7xRbISKMfx8+Q/8969Z0Jv01RZVhYQg8eOPEHPvvQCAnI8/xuVZs2Eqtx3YW/dDG2R7VttYw1ltyoSIErcTznB5oJ2UlMT9r7YoKCjAm2+KD5MfOHAg2rZta/P+I488gqeffhoqlQqffvopEhMTER4ejqCgIPTs2RNnz57Fs88+i82bN0Oj0VTTf+ONNzB16lQA4mRocXFxiIyMRFBQEIYMGYKysjLMnTsXK1ascOpVp9PV+OcOen31L31tt2eMobCwUPrFzhselKJhXQtf7ofc9pQJC5QJEd6Z4KFBmeCnQZmQp0GZEKFMWPDH/ag369C/ZRxWP9gPi6f3RpfG4SjXm/DFtjRcN3cL7l+cir9OZzuejCyuFUZPWIe3i/TQMIaNF//A7M2Po9JYWW1RQa1Gg2eeRqP/vQ5oNCj6+WdcmDYNhuxsaZmq/eg8OBHB4QEoyinHP7uu2rVAmRBR4nbCGdVHkT6OyWTClClTpEd2ffTRR9WWUalUePPNN9GhQwc8+uijKCkpsbmXury8HIWFhdDpdHZ/6QgKCsJXX32Fzp0747///S/0er3NpQelpaXIy8tDRUUFQkJCHPo1P4vNEQaDAQaDQfKuUqlgMpmk6e0By+PXjEajzaUq5uWrvq5WqyEIgqRrMplgMBikZ8lVvdze3uvmfzPGYDAYJA1BEKBWq6t5rOl1s0ezjjPvrvbJkXdHrwuCAMaYzeuu9MncxryMvfXkap+s14enfTJrAIBGo3G7TzWtD0d9Mvs3Go1QqVQQBEHWejLX1V5fXe2TyWSSnpNYk3dn68lcS3eyZ17Gur2jvjrrU9X14ez7ZO91e+vDnT45Wh819QmATZ8crQ9X++RsfTjrk6vrw9F6AuDS+rB+3fr7Yfbl6TbC3Nb8OBlPt3vmWniyjbBeF9YenfXJ+ntl7cHaoyd9qrq8O32y9uLJNsK6rTv7J/M2ouo225NtRNX14ck2wvy6K/vimvpk7pc73yfrOphraV3TmvrqqE+O1ocrfXJlfTjrkyvro+rrVb8fco+NzMg5NrL24sk2ouo225XvU9V/V10f7m4jBraOQ5eELtiXWYYF289jb3o+fjtxDb+duIam0cGY2LspxvVsgpjQwOp9ik7GDePXYv6KMXgqKhB/Zm7H478/jPeHfYIATUC1PoXddhuaJibi8uNPoPzwEZwbOQqBbdsioEULCIlNILRvD03z5tA0bgxBDXQb3hS7fkjDvo3n0TIlDmqNysa7ve+HnGMjZ8frrqwne9t+d4/3XF1/1n0y/9c8ybacbQTg/vjJ3VugBVZXN03XEf/3f/+Hjz/+GADw9ddfY/r06dWWycnJwbhx47B161YMHz4cL7/8Mjp16oSysjLs2rULzzzzDM6cOYPk5GRs27ZNmpXczPnz5zFmzBgcPXoUEyZMwKxZs9C2bVvk5+dj8+bNeO6553DlyhX07NkTW7dudTiYdmVyuc2bN0sD/vj4eLRs2RLnzp1DttUvZAkJCUhOTsbJkydRWFgovZ6cnIyEhAQcPnwYZWWWy2TatWuHqKgo7Nu3TxogqdVqdOnSBVqtttr95ykpKaisrMSRI0ek18yBbd26Nc6cOSNpBAcHo2vXrsjKyrK5RSAyMhLt27dHRkYGMjIypNfNfTp16hQKCgqk1xMTE5GYmOhWnwIDA3Hs2DGbL6k7fVKr1ejUqRMqKipw6tQp6XVnfbpw4QJOnDiBqKgomEwmNGzY0O56crVP5lpWXU/u9MmsoVar0atXLxQUFLjVp7S0NGRlWZ7vWFP2rPtUUFCAgoICREVFoWXLlggPD8fp06cdZs9Rn4xGI/r06WN3PbnaJ6PRiJiYGIfZc7aezLV09fsEQDpQSklJQWpqqrQDqbqeXO3TpUuXbB4X6Oz7ZK9PsbGxSE9P92gbYa5l9+7d3fo+de/eHbt27YJGo5EG+mFhYR5tI8x9Mq8PT7YRUVFR2L17t413d7cRvXr1wrVr13D+/Plq68lRny5duiR9P6Kjo9GuXTuPtxHm9dGxY0ePtxFmDa1W69E2IiMjAxcuXJCy7er3iTGGgoICdOvWDY0aNcL+/fttzip4st0rKiqS5laxXk+u9ik0NBSdO3f2eBthrmXr1q1d/j4BQMeOHXHs2DEA4sGzuZaebCOysrJw5swZScOTbURiYiKOHj1qc1WdO9sIAGjTpg0iIiLc+j7l5uZi7969iIqKgiAICAgIQM+ePT3eRpjXR1JSkkfbiH379qGyslKqpSfbiIKCAhw/flzScPXYyPz9aNWqFVq3bi372KhFixZo0KCBx9sIM3379vVoG5GRkSFts935PjHGUFlZiQEDBuD48eMoKSmRaunpsdHBgwcljcs6hiO6CHy//xJKKkSNCK2A/12fgFsHp9jtU4uwCuxfPRZPRAeiXKXChLixmNBuco19SjAYcG7GTKCGR/1W3HQjyidMgMnAcGqdAWXFejTvH4jYNpbjhS5dukCtVmPz5s3S90PusZF5fXi6jTh58iTy8vKkWrq7jejSpQtMJpO07au6nmrqk/k4MyoqCiEhIWjTpg2Ki4s93kYA7o+fmjZtisTERADihNfmebtqwq8G2rNmzcK7774LAHjvvffwxBNP2F1u1KhR2LhxIwYPHowtW7ZUG+xmZWWhY8eOyMnJweTJk/Hdd99J75kPNI8ePYqpU6di0aJF1fRPnjyJ7t27o6KiAi+88AJef/31Gj3XdIm4TqdDgwYNAIiXwptXZE2/yBQVFSEmJsbjs1WFhYWIjIx0+xfOgoICxMbGSpdzREZGenxGOy8vDxEREU69O+pTYWFhtR823P0luqSkBJGRkW79amswGJCdnY3Y2FgUFxcjOjpa1hlt6/Xh6dkqswbg2RntmtaHszPaubm5iI2NhUajQVFREcLDwz0+o11YWCjN4O/pGe3CwkJERUXJOqNtrqW7Z3/z8/MRFxeHgoICaV3U1FdnfcrPz0d4eLjDvjrrk7314U6fHK2PmvqkUqmQnZ0tfSccrQ9X++RsfTjrU25urkvrw9F6cnV9WL9uMBik70dJSQliYmJkndE2rw85Z7TNtfT0jHZ+fr5US3euEMnNzUV8fDw0Gk21bY0n272CggKb9QG4t90z70PlnNEuLCyUcu7qmR1BEJCTk4Po6GgUFxdLtfT0jLb1+vD0bJWr++Ka+lRcXIyoqCi3vk9GoxFZWVmIjY2VtlX21oc7fXK0Plzpk/U+1NMz2nl5eU7Xh72zjY6+H+5u98zHJHLOaBcWFkrHep6c0a66zXbl+2TOc3x8vPTjg/X68GS7Z70+zOtJV6HH+kOZ+OrvdJzL1iEmVIsV9/dFq/jQan0qLi5GRHkG1qy6Ha9FBiFIUOOH235C04imNfbJUF6O8pOnUHn+PCrTz6P0zBkgIwMVZ84CAJouX46gzp1wYvsVbF95BqFRWkx4uTc0ASrJu8lksvl+yD02cna87sp6sl4fnpzRtrfNdvZ90uv10j5UrVaL6yMiQtYZbXfHT+Xl5ZLvejXQfvrpp/HOO+8AAN555x3MmjXL7nInT55Ehw4dAADr16/H6NGj7S731FNPYf78+QgJCUFJSYk0GP/ll18wcuRIAMCRI0eqTbRm5s4778QPP/yA9u3b48SJE273R6fTSQNGV1ak+dI/T5Hb3l888NBQggceGuSBn4YSPPDQUIIHHhrkgZ+GEjzw0CAP/DSU4IGHhhI88NAgD65pFJbqMenr3TiWWYS4MC2W39cXrRuE221vOr4W07c/jf3BQRgQ2wWfjVri8uOPzRqXn3kGhevWI7hHDyQtXQKjwYSlL+1GSX4FetyUhH63tfSoH+54kIM/ePBEw93xmdvP0VYis2fPlgbZb7/9do2DbAA2g96WLWsOcevWrQGI91tbXz7rbnvrSwtrE+vLiuqqvdFoxOHDh6VfnrzhQSka1rXw5X7IbU+ZsECZEOGdCR4alAl+GpQJeRqUCRHKhAV/3I8qoQ7ONCJDArBkRh90bByBnJJKTFywB2eziu22V3W8Ha9EdIXWxLAj9wg2nF3ntof4//wHQlAQyg4cQPGmTdAEqHHdeHHscHDTBVxNs1zGTJkQUeJ2whk+P9CeNWsW5s2bB0AcZM+ePdvh8iqVpcsXLlyocblr1yzPs7O+FNnd9lUvi6gt4uLi6rw9YwxlZWXSJRXe8KAUDeta+HI/5LanTFigTIjwzgQPDcoEPw3KhDwNyoQIZcKCP+5HlVAHVzSiQrRYMqMP2jeKQE5JBSZ8uQdnsyyTJVu3bz76YzxUUgEAmLv7f8gty3XLQ0DDhoidMQMAkPXOPJgqKtCyewLa9GkAxoA/Fp6AvtIy5wtlQpnbCWf49EDb+p7sefPmOR1kA0CPHj2kf3/22Wd2l9HpdFi8eDEA8YZ968sCXGl/9epVrF27FgDQr18/p554kJOT49X2/uKBh4YSPPDQIA/8NJTggYeGEjzw0CAP/DSU4IGHBnngp6EEDzw0lOCBhwZ5cE8jOlSLpTP7oF3DcOSUVGDigt04c624evvwhpjW/3m0rahEoakCc/9+0W0PsTOmQ5OQAH1mJvL+HXcMHN8GoVGBKMwqw6615zzuh6sevKWhBA+8NBzhswPtZ555Rhpkz58/H0899ZRL7ZKSkqT7sn/66SdMmTIF586dk26y37lzJ4YMGSLNYFdVd+DAgejatSsA4OOPP8aTTz6Jy5cvAxBvkP/1118xaNAgFBYWQhAEPPnkk1z66wzzpAjeau8vHnhoKMEDDw3ywE9DCR54aCjBAw8N8sBPQwkeeGiQB34aSvDAQ0MJHnhokAf3NWJCtVh2X1+0axiO7OIK3PbJDvxy9Eq19gE9puHVwOZQMYZfLm/Htkt/ueVBFRKC+Cf/AwDI/fwLGHJyEBQagGFT2gEAjm7JQMapPI/74YoHb2kowQMvDUf45ED74sWLePvttwGIl3LPnTsXDRs2rPHPfGm5mW+++QY9e/YEACxZsgStWrVCWFgYQkJCMGDAAOmxALNmzcLUqVNt2qpUKqxZswbJyclgjOG9995DkyZNEB4ejtDQUNx8883S4zXef/99DB48uA4q4p17JcyPnzLPEugP94x4qmFdC1/uh9z2lAkLlAkR3pngoUGZ4KdBmZCnQZkQoUxY8Mf9qBLq4K6GebDdNzkGukojHlp6AK+tOwyjyWoOaUFAx9GfY2qJ+Pin17c/B53e/tOEavIQeeutCOrUCSadDtkffgQAaNYxFh0HNgYA/Ln4JAyVjDIB72fCE3xy1vH09HS0aNHC5eVffvllvPLKKzavGQwGLFq0CKtXr8ahQ4ek58E1btwY/fv3xwMPPIDrrruuRk2dTocFCxZg3bp1OHbsGAoKCqDVatGsWTMMHjwYDz/8MLp06eJpF92e1a6yshJardbjz5Pb3l888NBQggceGuSBn4YSPPDQUIIHHhrkgZ+GEjzw0CAP/DSU4IGHhhI88NAgD/I0DEYT5v56Cgu2i5MbX9cqDh9O7I6YUItO2Y73ccfJz5EREIB+8T3w1rD3EBNk/0ypPQ+lqam4MHkKoFKhxdq1CGrbBpXlBqz8314U5ZSjff9GGDa1vcf9YIzBZGQw6E0wVBpRVloBFdQw6k0Ijw1CUGiAOyXxyAPv9t7ScHd85pMD7fqAuyuyqKjI5jmL7uJJe4PBgIMHD6J79+7SM5Pr2oNSNKxrUVpa6rP9kNueMmGBMiHCOxOe+uDZ3lMNyoQIZcICZUKEMmHBH/ejSqiDpz7M/HT4Mp7+/jDK9CY0iQrG55N7onPiv8/kNhmx75vBeEidjwqVCgmaUMwd+gFSGvdx2UPGY4+j+LffENq/H5p+/TUEQcDlMwVYO/8AwICGnQLQuGkjMANQqiuHSlDDUGmCUW+CQW+CUW/8dyBtgkFvlF436E0wVhpR02gvNCoQE1/qjcAQ9wbb9TUT9fLxXoTlIe913d76ofLe8qAUDXMtfL0fcttTJixQJkR4ZoKHBmWCnwZlQr4GZUKEMmHB3/ajSqiDXI3RXRtj+fQeaB4bgsyCMtz15S5czC0V31Sp0eu2hVimC0CLSj2yDDrM+G0mvvhzFoxGg0seEmbPghAQAN3OXSjdtw8A0Lh1FLpd3xQAcPWYHgd+uYiDv1/EPzuzcHLHFZzZdw1ph7Jx8XguMk8X4Nr5IuRmlqAwqwwl+RUoL9HDUFF9kK0OUCEwRANNgAq6ggrs3eD+o4gpE67h0hO6zTNw86bq/c+E5wiC4NX2/uKBh4YSPPDQIA/8NJTggYeGEjzw0CAP/DSU4IGHBnngp6EEDzw0lOCBhwZ54KfRpkE41j16HaYv3If9F/Lx0vpj+PaeXqJuXCu0eXAvVuz9Am8c+QTrgwPwccYm7PvuL7w1+G3EtRjq0IO2aVNE3jYGBau/R+G6dQjt3RsA0GdMMhgYMtKvoEGjBGgDNWCCCUHBgdBoVdAEqKAOUEOjVUGtUf372r//HyC+rwlQi//+d5mysjKEhITg0ok8rP/wEI5uzUSHAY0R2yTMrrfaqKUS1icvDUe4NNC+5557asUIDbT5odfrvdreXzzw0FCCBx4a5IGfhhI88NBQggceGuSBn4YSPPDQIA/8NJTggYeGEjzw0CAP/DT0ej0iI0Pw9tguuPn97dj6TzZ+OXYVIzs3EhfQaBHS///wRvcp6P3b43gjbz/2qMpx+5ZHMGV3EiZcPw8sMLFG/YjRo1Gw+nsUb/oNppdegiowEJoANfrelozU1DykpLSGRqNBYWEhIiMjZfUDAJp2iEHL7vE4dzAb21acxm1Pdnd5vEeZcA2X7tFWqVQQBAE8b+cWBMHm9D9hi7v3AOj1egQEuD+ZgZz25gfHBwcHQxAEr3hQioZ1LQwGg8/2Q257yoQFyoQI70x46oNne081KBMilAkLlAkRyoQFf9yPKqEOnvqoqf3830/jwz/PoEFEIP54cjDCg6rrpl3agdlbn8Rpk3iJeajJhPFhbTD1+nmIi2lZbXlmMuHs9TfAcOUKmnzwASJuHCG+XouZKMotw/JX9sCgN2H4jA5o06uh2xpyPbiKEjJRq/doC4LA5Y/gT2FhoVfaW8/U5y0PStEw18LX+yG3PWXCAmVChGcmeGhQJvhpUCbka1AmRCgTFvxtP6qEOvDQsG7/8JCWaB4bgmtFFXj3t9N2l09uOgArJ+3AW50eRCsWAJ1KhW9Lz+LG9WPwvx8nILfkqs3ygkqFyFEjAQBFG36yea+2MhERG4yeNycBAHZ+fxaV5YaamtWoIdeDOygtE85w+Yw29w+mM9oOcfcXE8aYrB8xPGlvMBiQmpqKlJQUaDQar3hQioZ1LdRqtc/2Q257yoQFyoQI70x46oNne081KBMilAkLlAkRyoQFf9yPKqEOnvpw1H77mWxM+XovVAKw7pHrLLOQ28FkMmLb3g+w4MQiHFGbAADd1BFYPOlvG83yf/7B+TG3QQgIQOu/t0MdGVnrmTDojVj+2l4UZZeh+4hm6H9HK7c15HpwBSVkwt3xmUv3aL/88ssuGyC8Q25uLuLi4rzW3l888NBQggceGuSBn4YSPPDQUIIHHhrkgZ+GEjzw0CAP/DSU4IGHhhI88NAgD/w0qrYf2Doet3ZtjPWHL+P5H49i7cMDoFbZH7SpVGoM6fskOraYiPPHP8UjF37AIRTh7/TfMLDFjdJyQW3bIrB1a1ScOYOi335D9Lhxtd4PTYAaA8e3xs+fHMHhPy+hff9GiG7oeABJmXANGmj7CbGxsV5t7y8eeGgowQMPDfLAT0MJHnhoKMEDDw3ywE9DCR54aJAHfhpK8MBDQwkeeGiQB34a9tq/cEt7bPknC0cyCrF0zwVM7dfcoUZcQkPEJ7yGCQt+wsJAIz7Z9y6uaz7C5qxqxOjRyJ4/H0U/bbA70K6NfjTvHIfmnWORfjQX21eexujHujk800uZcA2XBtqE8vGHX5aU4IGHhhI88NAgD/w0lOCBh4YSPPDQIA/8NJTggYcGeeCnoQQPPDSU4IGHBnngp2GvfUJ4EJ6+sS1eXHcc7/z6D4a2TUDTmBCnGvcmj8HKS9/jeNkVbMvYhsFNB0vLRI4aiez581G6bx/0V69CqPKZvPrB9HpApYLw77OkrxvfGhdP5uHSyXws/u9OhwNto8kItcrzZ1C70j66UShG/1/XGt9XQiac4dI92kTd4yuzjhuNRum+Mn+YGdNTDeta1PeZYykTIpQJEd6Z8NQHz/aealAmRCgTFigTIpQJC/64H1VCHTz14Up7o4nhjs924vClAggC0K5hBPolx6Jfy1j0bhGDyOCA6hrZ/+C9ZcPxTVQk2ke1xspb19gMbNMnT0ZZ6n4kzJ6FmOnTudWi8sIFFG7ZirIdO1C6Zw+0LVqg+aqVUAUGAgD2/Xwee38675E2b+KahuGu53tL/6+ETNTKPdqE8iktLZX1TD1P21dWViI4ONirHpSiYa6Fr/dDbnvKhAXKhAjPTPDQoEzw06BMyNegTIhQJiz4235UCXXgoVFTe7VKwLvjuuLxFQdx/HIRTl4R/77ZcR4qAeiZFI0nh7dFv5axFo34trhHm4gVpkKcLDiDzZc24/pm10uakbeMRlnqfhT+tAEx06d7XAtTRQVK96WiZNtf0P21DZUXLti8X/HPP8hfshSxM6YDAFJGNkeLrvEw6k0OdUt0JQgLDXPJg6ftNdrqk3ErLRPO4DLQNhqNWL58OdauXYsDBw4gJycHpaWlDtsIggCDwbUp5AnnyP1Fx5P2RqMRR44ckWb/84YHpWhY18KX+yG3PWXCAmVChHcmPPXBs72nGpQJEcqEBcqECGXCgj/uR5VQB099uNq+VUIYfn5sILKKy7E7LQ+7zuVid1ouzufosC89HxMX7MYN7RvgiaFJMI/rojuNxaQD72NBVCQ+PfQphjYdCpUgDi4jbroRV994AxWnTqH0n39wtKDA5VroMzNRsn07Sv7aBt3u3WBlZZY3NRoEduuGyKFDwfR6ZL//PnK++AJRd94BdVQUBEFAXKLzAXR4qQYhITVfIl8b7ZWYCWfIHmhnZmbi1ltvxaFDhwCIp/WJukdu3XmsN3/wwENDCR54aJAHfhpK8MBDQwkeeGiQB34aSvDAQ4M88NNQggceGkrwwEODPPDTcKV9QngQbu3aGLd2bQwAyCwowxd/ncPSPRfxx8lr2HLqGib1TcLj17dGbKc7MG3L61gWEY7T+afx58U/MTxpOABAHRWFsIEDUbJ5M4o3/AxcN6BGH6yyEqUHDqJk2zaUbPsLlWfP2byvSUhA2OBBCB00CKH9+qFcEBAaGgpmNKJo40ZUnD6NnM8+R4PnnuVai9psryQNR8gaaDPGMH78eBw8eFB6zZVnkdFgnD9yn0nO45nm/uCBh4YSPPDQIA/8NJTggYeGEjzw0CAP/DSU4IGHBnngp6EEDzw0lOCBhwZ54KfhSfsmUcF4bUwnTO3XHG/9cgp/nLyGxbsuYO2BTHw4sTuGNuqBKYVn8Hm0eFb7+mbXS2e1I0ffIg60N24E+vez8aG/dg0l27ZBt207dDt3wqTTWT5UrUZw924IGzgIYYMHIbBtW5vxmbGoCAAgqNVIePppXJo5E3nLliF68iRomzattVrwbK8kDUfIGmhv3LgRu3btsju4Ng+mrd+jAXbtERQU5JX2arVlxkBveVCKhrkWvt4Pue0pExYoEyI8M8FDgzLBT4MyIV+DMiFCmbDgb/tRJdSBh4ac9q0SwvDVtBRs/+cq5v52BscyizD311MY2udOTPn9v1gaFYWzBWfxW/pvuKnFTQCAsKFDoQoNheHyZWjPnkWZRoOyv3eg+K+/UPnPPzb66thYhA0cKJ657t8fagf3HVv3I+y6AQgdMAC6HTuQ/d57aDJ/vkv9oUy4RvW7zN3g+++/t/l/wXwpgtUgu0GDBmCMgTEm/X9SUhKaNWsm58kLifgAAG7FSURBVKOJKpSUlNR5e41Gg169ekGj0XjNg1I0rGvhy/2Q254yYYEyIcI7Ezw0KBP8NCgT8jQoEyKUCQv+uB9VQh14aPDw0DFei2/vEWfS/udaMYpb3YIIEzClIB8A8OnhT2E0iWdZVUFBCB8uXkoe/OZbyJg6DblffikOsgUBQV27IO7/HkXz1avRevs2NH7rTUTcfLPDQba9fiQ8PRsQBBRt/AVlhw+71A/KhGvIGmgfOHAAgiCAMQaNRoO9e/dixowZNstcvnwZ6enpGDhwIBhjaNSoEbZt24bz55Uxdby/EBUVVeftGWMoKCiQfljxhgelaFjXwpf7Ibc9ZcICZUKEdyZ4aFAm+GlQJuRpUCZEKBMW/HE/qoQ68NDg5SE+PBDNY0PAGLA/LwhIGoDJhcWIUAXifOF57LqyS1o+8o7bxX8wBlVkJCJuuQWN5s5F6x1/o8XKlYh/5BEEd+4EQeX6kK5qP4LatkXkbbcBAK69/Y5LVyBTJlxD1kA7IyMDgHjmun///ujRo4fd5Zo1a4YffvgBMTExOHz4MG666Sans5IT7pGXl1fn7Y1GI06dOiXd3+AND0rRsK6FL/dDbnvKhAXKhAjvTPDQoEzw06BMyNOgTIhQJiz4435UCXXgocHTQ8+kGADA/gv5QKc7EM4YhlWKA8i9V/dKy4f27o0m336DkheeR/K2v9Bk3jswDOgPTUyMbA/WxD/+GISgIJTt34+SP//0SEOuB2coMRPOkDXQLi4ulv7dqlUrANUnQzP/6hAbG4vrr78ejDGcOnUKH374oZyPJqoQFxfn1fb+4oGHhhI88NAgD/w0lOCBh4YSPPDQIA/8NJTggYcGeeCnoQQPPDSU4IGHBnngp8HTQ6/m0QCAfel5QIcxgKBGSv4VAMD+q/tt2oT06gVjq1YQ/r0/uTb6EdCwIWKmTQMAZM17F8aSEpjKymr8iwkNdfi+sz+X2peXu90PHrXgiazJ0IKDg6Vr283PQqt6U3lWVhYaNGgAwPb0/KpVq/Dss65PI084JicnR1ZY5Lb3Fw88NJTggYcGeeCnoQQPPDSU4IGHBnngp6EEDzw0yAM/DSV44KGhBA88NMgDPw2eHlL+HWgfulQAfVAMApKHIOXCVgDA8dzjKNWXIiTA/nOma6sfsffNRMHq1ahMT8fplF4e6/MisH17JK/9ocb3lZAJZ8g6ox0dHS2dsS76d6r4iIgIm2U2btwIQDyzvWPHDumebrpHmy/euFdCEAQEBwdLVzEo5d4Xb2hY18KX+yG3PWXCAmVChHcmeGhQJvhpUCbkaVAmRCgTFvxxP6qEOvDQ4OmhZXwYokMCUK434fjlIqDTnWhiMKKRSYCRGXEo65DUpq4yoQ4LEydGs5rZW0koMRPOkHVGOyYmBhcvXgQA5ObmAgBatmwJANKA+vHHH8ehQ4dw7NgxnDhxQipOZWWlnI8mqlBSUiIrLJ60V6vV6Nq1q1c9KEXDuhYFBQU+2w+57SkTFigTIrwzwUODMsFPgzIhT4MyIUKZsOCP+1El1IGHBk8PgiCgZ1I0/jiZhdT0PHRLGQVs0KKXrhjrw8OQei0V/Zv0B1C3mYi67TZEjBwJGAwONQoKCxHlZHZz2e2rTPCmxEw4Q9YZ7TZt2kj/vnr1KgAgJSXFZpmSkhJ8/PHH2Lp1KwDLPdvme7oJPgQGBtZ5e5PJhKysLJhMJq95UIqGdS18uR9y21MmLFAmRHhngocGZYKfBmVCngZlQoQyYcEf96NKqAMPDd4eUpqLE5qlpucDwVFA0gCklFeIr11LlZar60yotFqoQkIc/gVHRTldRnb7KrcjKzETzpA10O7Vy3L9/uHDh1FSUoIWLVqgZ8+eAMSz2uYz2+bnaJtfHz9+vJyPJqpgnoGvLtubTCakpaVJgfeGB6VoWNfCl/shtz1lwgJlQoR3JnhoUCb4aVAm5GlQJkQoExb8cT+qhDrw0ODtISVJvE879UKeeCKycXdpoH005yjKDGUAKBNmlJgJZ8gaaJvPXjPGoNfrpbPWb7/9NlRWp/vNA24zHTp0wH/+8x85H01UwZVn3tVme3/xwENDCR54aJAHfhpK8MBDQwkeeGiQB34aSvDAQ4M88NNQggceGkrwwEODPPDT4O2hc2IktBoVckoqcSG3FGjcDYkGAxKYAIPJgCPZR2rFhz/W0psajpA10B48eDCKi4ulv5tuugkAMHToUKxevRoNGjSQzmab/0aPHo0tW7ZIs5QTfAgICPBqe3/xwENDCR54aJAHfhpK8MBDQwkeeGiQB34aSvDAQ4M88NNQggceGkrwwEODPPDT4O0hUKNGlybifcr70vOARt0gAEgpLRVfu7qvVnz4Yy29qeEIWQNtAAgNDZX+NBrL3Gq33XYbLl26hB07dmD58uVYs2YN0tPTsW7dulp/Zll9pKysrM7bC4KAyMhI6WoFb3hQioZ1LXy5H3LbUyYsUCZEeGeChwZlgp8GZUKeBmVChDJhwR/3o0qoAw+N2vBgvk97/4V8IKoZEByDlDJxoG2+T5syIaLETDhDYLV9zpzwCJ1Oh7CwMADihHKhoaEOlzcajVDLmI5fbnt/8cBDQwkeeGiQB34aSvDAQ0MJHnhokAd+GkrwwEODPPDTUIIHHhpK8MBDgzzw06gND3+evIYZi1LRMj4Ufz41BPjudpy/uA23JjaGVqXFzrt3IlAd6FDDEw8qlQpHco4gQhuBFpEtZPejrtt7S8Pd8ZnsM9qEMsjPz6/z9iaTCRkZGdKkBN7woBQN61r4cj/ktqdMWKBMiPDOBA8NygQ/DcqEPA3KhAhlwoI/7keVUAceGrXhoee/E6Kdy9YhT1cJNOqG5noDYgUtKk2VOJJ9hGstTMyEdSfW4e6f78bkjZNx14a7kFaYJrsfddFeiZlwBg20/QS5l+N70r5q4L3hQSka1rXw5X7IbU+ZsECZEOGdCR4alAl+GpQJeRqUCRHKhAV/3I8qoQ48NGrDQ1SIFq0TxDOk+y/kA43/vU9bL15wnHotlUst9EY91p5ZizE/jsHLB17GsdxjAIAyQxme3fYs9Ea9rH64i79kwhmyBtpqtdrjP+v7uQn55OTkeLW9v3jgoaEEDzw0yAM/DSV44KGhBA88NMgDPw0leOChQR74aSjBAw8NJXjgoUEe+GnUloeU5v8+5uvfCdEAIKVQXG7/1f2yfJTqS7H4+GLc9MNNeGnnS0gvSkeYJgz3d7kf34/+HlGBUTiZdxIfHfxIdj/qsr2SNBwha7RLt3crh+joaK+29xcPPDSU4IGHBnngp6EEDzw0lOCBhwZ54KehBA88NMgDPw0leOChoQQPPDTIAz+N2vKQkhSD5XsvIfVCPnBzOyA4Gr3KigFE4nD24Wpnm13xUVBegGWnlmHZqWUorCgEAMQHx2Nqh6m4o9UdiAiKAAC82v9VPL7lcXx7/Fv0b9IffRv19bgf7qCE9clLwxGyLx03PyPbnT+CP4WFhXXeXqVSIT4+Xnpmujc8KEXDuha+3A+57SkTFigTIrwzwUODMsFPgzIhT4MyIUKZsOCP+1El1IGHRm15MJ/RPppRiHKDCWjUDcl6A2LUwSg3luNE/gmXa3FVdxVz987FiDUj8Nnhz1BYUYikiCS80u8V/Hrnr7in0z0wlBqk5Yc1G4ZxbcYBAJ7f/jwKygs87oc7+EsmnFGn128zxmigXUs4m/WuNtqrVCq0bNnSqx6UomFdC1/uh9z2lAkLlAkR3pngoUGZ4KdBmZCnQZkQoUxY8Mf9qBLqwEOjtjw0iwlBfHggsosrcDSzEL0ad4OQtgU9VWH43ViGA1kHcF+X+xxqpBWk4Ztj3+DntJ9hYOJAun1Me8zoPAM3NLsBapXatr0uF9j8OqANxayB/8G+q/uQXpSOV3a9gveGvOd0vEaZcA1ZZ7SbNWvm8C8sLAyMMekSc0EQEBISgqSkJDRr1oxLBwiRysrKOm9vMplw7tw5aVICb3hQioZ1LXy5H3LbUyYsUCZEeGeChwZlgp8GZUKeBmVChDJhwR/3o0qoAw+N2vIgCAJS/p19fF96HtC4OwCgZ2mJ+NrVfTXW4mj2UTyx5Qnctu42rDu3DgZmQO+GvfHFDV9g5S0rcWPzG20G2QBg/GcT8Fk/YP+3wK6PEfLtKMzt+AA0Kg3+vPgnfjjzg0f9cAd/yYQzZJ3RTk9Pd7pMfn4+li1bhrfeeguZmZlgjGHJkiUYMGCAnI8mqiD3SgFP2ptMJmRnZyMpKQkqlcorHpSiYV0LX+6H3PaUCQuUCRHemfDUB8/2nmpQJkQoExYoEyKUCQv+uB9VQh089cGzvSONlOYx+OXYVexPzwe6dhNfy74INI7HoexDuBJ+RaoFAOy8vBPfHP0Ge67ukTSub3Y9pneaji7xXex/eGUp8PuLCNn3lfj/cW2A8iIg+xQ6rJqBx1LGYv61bZi7by6O5R6DgJr7q9frERAQ4H4B3GjfMLQh7u9yv/T/SsyEM2r90vHo6Gg88sgjGD16NLp06YKioiLceeedOHnyZK3fgF6fkPvAdrnt/cUDDw0leOChQR74aSjBAw8NJXjgoUEe+GkowQMPDfLAT0MJHnhoKMEDDw3ywE+jNj2Yz2inXsiHKaInVMHRaF2Wj8iAUBTqdbhYfhG9TL2wOX0zFhxZgFP5pwAAGkGDUcmjML3TdCRHJdf8wZn7gR/uB3LPiv/f50HghleASh2w9gHg7B+YtnsJdrTshD2GInx/+nvZfZVLu5h2NgPtqighE86os3u0mzVrhtGjR2Pp0qXIzs7G/Pnz8frrr9fVx/s9FRUVCA4O9lp7f/HAQ0MJHnhokAd+GkrwwENDCR54aJAHfhpK8MBDgzzw01CCBx4aSvDAQ4M88NOoTQ8dGkcgOECNwjI9zubo0KZRN6jStqBHUENs0Z/DhtwNWLphKS4WXwQABGuCcWfrOzG1w1Q0CmtU8wcaDcD2d4G/5gLMCIQ3QskN7yCs62jx/YBg4O7VwM4PofrzNbx7/gTWxCeiMrKJw34YjUZZg1RX2scaHddaCZlwRp1OhmZ9icCPP/5IA22OhIWF1Xl7lUqFxMRE6TIWb3hQioZ1LXy5H3LbUyYsUCZEeGeChwZlgp8GZUKeBmVChDJhwR/3o0qoAw+N2vQQoFahc5NI7E3Pw4nLRWjTuBuQtgUpBgFbABzVHQUARGgjMKHtBEzuMBnRQU6uDM49J57FzkwV/7/jHcCodxGkjbBdTqUCrnsCSOqPyO+nY/q1i8C1i7L6yYWGnW3+V4mZcEadDbQPHDiANWvWQBAEMMZcur+bcJ2CggLExcXVaXtz4L3pQSka1rXIy8vz2X7IbU+ZsECZEOGdCR4alAl+GpQJeRqUCRHKhAV/3I8qoQ48NGrbQ+sGYdibnoczWcVAYjcAwLCCLHwaForQgFBM6zANY9uMRWlhqeNBNmPiRGebngf0pUBgJDDqXaDzWEAQUJCTY99D097Ag9uBE+sAfZnDfpToShAW6vkg1aX2IbYelZgJZwjMPCW4B0yfPt3h+yaTCWVlZcjMzMS+ffug1+ulgXZ4eHitP7vMl9HpdNKvLCUlJbU+/bwnGI1GnD59Gm3atKn1exyUDtVChOpggWohQnWwQLUQoTpYoFqIUB0sUC1E6mMdvt1xHq/+dAI3dmyAL26JAz7oCqgCUDrrDM6nX0a7tu2c16IkC1j/f8DpX8X/bz4QuO0zIKpp7XegllFCJtwdn8l6vNfChQuxaNGiGv++++47fP/999i1a5fNIFsQBHTo0EHORxNVyMnJqfP2jDEUFhZKj2/zhgelaFjXwpf7Ibc9ZcICZUKEdyZ4aFAm+GlQJuRpUCZEKBMW/HE/qoQ68NCobQ+tEsQB3JmsEiAqCQiKAkx6aHPOorio2HktTv0MfNpXHGSrtcCIN4Cp66sNsn21lkrMhDO4XDruyknxqtOn33vvvTw+mviXmJgYr7b3Fw88NJTggYcGeeCnoQQPPDSU4IGHBnngp6EEDzw0yAM/DSV44KGhBA88NMgDP43a9tA6IRwAcCG3FJVGBm3j7kDaFghXDgPoVLNGRTHw63PAwe/E/2/QCbhjAdDA/knN+lDLutRwhKwz2mYEQXD6B1gG5Lfffjvuu+8+Hh9N/Et+fr5X2/uLBx4aSvDAQ4M88NNQggceGkrwwEODPPDTUIIHHhrkgZ+GEjzw0FCCBx4a5IGfRm17aBARiLBADYwmhvRcHdC4GwBAuHq4Zo2Lu4HPr/t3kC0AAx4H7ttc4yDbmQdXUXot61LDEbIH2owxl/86d+6ML774At9//32tPyC8vhEeHl7n7VUqFZKTk6XZ/7zhQSka1rXw5X7IbU+ZsECZEOGdCR4alAl+GpQJeRqUCRHKhAV/3I8qoQ48NGrbgyAI0uXjZ7NKgEbdxNevHq5eC0Ml8OdrwLc3A/npQGRT4J4NwPDXAE2gV/tRW+2VmAlnyLp0fMuWLU6XMT+yokWLFoiKipLzcYQDysvLodVq67S9SqVCQkKCVz0oRcO6Fr7cD7ntKRMWKBMivDPBQ4MywU+DMiFPgzIhQpmw4I/7USXUgYdGXXholRCGQ5cKcOZaCdCzGwBAuHYCCTGR4mO4AFRmHoX2t/8AV/490931buDmt4CgSMX0ozbaKzETzpA10B48eDAvH4RMNBp5t9t70t5oNOLYsWPo1KkT1Gq1VzwoRcO6Fr7cD7ntKRMWKBMivDPhqQ+e7T3VoEyIUCYsUCZEKBMW/HE/qoQ6eOqDZ3tXNFqbz2hnlwBR3cQJ0coLcPrvH9HyujugTv0aoX+8DBjKgeBoYPQHQIcxXD3UhYa/ZMKpfq2qE34NYwxlZWUuTYbn71AtRKgOFqgWIlQHC1QLEaqDBaqFCNXBAtVCpL7WQZp5/FoxIAjifdppWxFy6S8IS5cB57dCAIBWNwBjPgHCG3r8WanpecgqrkDL+DA0jwtBoEbZj1HzxUzIGmhbP8Ps8ccfx/z58x0u/8MPP2Dr1q3S/3/44YdyPp6wQq/Xe7W9v3jgoaEEDzw0yAM/DSV44KGhBA88NMgDPw0leOChQR74aSjBAw8NJXjgoUEe+GnUhQfzzONpOToYTQzqRt2AtK1IPLdUXEATjLKB/0XwoP8TB+Ieelh3KBNPrDwE85hVJQDNYkLQKiEMzWNDERjgeBqviooKBAY6vhdcbvuE8CBM69+8xveVkAlnyBpom39RcHVis+3bt+OTTz6R/p8G2vwICQnxant/8cBDQwkeeGiQB34aSvDAQ0MJHnhokAd+GkrwwEODPPDTUIIHHhpK8MBDgzzw06gLD02igxGoUaHCYMKlvFI0b9xdeo816gbhjgXQRLXweJANALsv6fDUqsNgDEiOC0V2cQWKKwxIzy1Fem6px7q86dAowuFAWwmZcIbsS8fdnT3c3cE54RpFRUWIjY2t0/ZqtRrt2rWTrmzwhgelaFjXIi8vz2f7Ibc9ZcICZUKEdyZ4aFAm+GlQJuRpUCZEKBMW/HE/qoQ68NCoCw9qlYCW8WE4caUIZ7NK0Lz1CLCOd6A8MhlBw54BNFoU5eZ67GN3Wi4eW3EIBhPDbd0aY/74bhAEILu4AmezSnA2uwQXc0thMDm+PLu8vBxBQUEeeXC1fcNI2/eVmAlnCEzGhe4qlUoaMLty6fiMGTPw7bffih8sCDAajZ5+tN+j0+kQFibep1FSUoLQ0FCHyzPGZP14Ibe9v3jgoaEEDzw0yAM/DSV44KGhBA88NMgDPw0leOChQR74aSjBAw8NJXjgoUEe+GnUlYfHlh/E+sOX8cxN7fDQkJbcfBzJKMDdC/agpMKAG9on4LPJPRGg9uxJz75SS94a7o7PZD9H2xUYYzh+/Dh+/fVXqTN0Rpsvubm5dd7eYDBg3759MBgMXvOgFA3rWvhyP+S2p0xYoEyI8M4EDw3KBD8NyoQ8DcqECGXCgj/uR5VQBx4adeWhtfWztMGnFmeuFWPaN3tRUmFAStMIfHx3D48H2Z56kNteiZlwhlsVVqvVNn+AOIhmjOGDDz6o9r75T6PRoEuXLrh69aqkZf41gOBDXFycV9pbX5XgLQ9K0TDXwtf7Ibc9ZcICZUKEZyZ4aFAm+GlQJuRrUCZEKBMW/G0/qoQ68NCoKw+tpIF2sfSanFpcyivF5K/3IL9Uj66JkVg4sx+CAuTNME6ZcA23BtrmQbX5z9F7jv4EQUDr1q25dqS+k5OT49X2/uKBh4YSPPDQIA/8NJTggYeGEjzw0CAP/DSU4IGHBnngp6EEDzw0lOCBhwZ54KdRVx5aN7Cc0bZ3h687PrKKyjHpqz24VlSB1glhWHhvb5QXF7jcviZ8pZZ1oeEItydDs77k23rlu3sp+G233ebuRxMOiIyM9Gp7f/HAQ0MJHnhokAd+GkrwwENDCR54aJAHfhpK8MBDgzzw01CCBx4aSvDAQ4M88NOoKw9JsaHQqAToKo24UliOhLAAj3wUlFZiytd7cTGvFE1jgrFkZh9Eh2qh19afWtaFhiPq5B5twPaMd69evfDkk0/W1UfXC0pL5U3H70l7tVqNLl26SLcReMODUjSsa+HL/ZDbnjJhgTIhwjsTPDQoE/w0KBPyNCgTIpQJC/64H1VCHXho1JWHALUKzePESbbOZpV4VIuSCgOmfbsP/1wrRkJ4IJbO6IsGEUEut3cGZcI13Dqj3axZM5sz1xcuXJD+PywsDDExMXbbqdVqhIWFoXXr1hg5ciQmT56MgIAAu8sSnqHVar3S3rqdtzwoRcPcztf7Ibc9ZaJ6O1/vh9z2PDPBQ4MywU+DMiFfgzJRvZ0v94OHhr/tR5VQBx4ademhVXwYzmaV4ExWCQa2jnOrFuV6I+5fnIrDlwoQFRKA72b0QbNYy/OifbmWSsuEM9w6o52eno7z589Lf9bMmDHD5j3rv7Nnz+LQoUNYvXo17r33Xhpk1wImk6nO2xuNRqSmpkoTE3jDg1I0rGvhy/2Q254yYYEyIcI7Ezw0KBP8NCgT8jQoEyKUCQv+uB9VQh14aNSlB+v7tN2phcFowv8tP4id53IRqlVj4b290bZhuEceHEGZcA2379GuiozHcBMckftMch7PNPcHDzw0lOCBhwZ54KehBA88NJTggYcGeeCnoQQPPDTIAz8NJXjgoaEEDzw0yAM/jbr0YJ55/Ny/j/hyRcNkYnj6+yP4/cQ1aDUqLJiWgm5Nozz24AhfqmVtazhC1kB7y5YtEAQBjDGcO3cOFRUVCAwM5OWNcAO5deex3vzBAw8NJXjgoUEe+GkowQMPDSV44KFBHvhpKMEDDw3ywE9DCR54aCjBAw8N8sBPoy49mAfaZ6we8eVIgzGGV386jh8OZkKtEvDJ3T3Qv6X9R1fVt1rWtoYjZE2GNnToUAwdOhTDhg3Dyy+/XOvXuVuTm5uLb7/9FpMnT0aHDh0QGhqKwMBAJCYm4rbbbsPatWudanz//fcYPXo0GjduDK1Wi9DQULRt2xb33XcfDh06ZLfN1q1bIQiCy3+vvvoq557bR6fTebW9v3jgoaEEDzw0yAM/DSV44KGhBA88NMgDPw0leOChQR74aSjBAw8NJXjgoUEe+GnUpYeW8WEQBCC/VI9cXaVTjfd+P41Fuy5AEIB3x3XF8A4NZHtwhC/VsrY1HCEwGdd+h4aGoqysDABw1113Yfny5dyMOSMgIAAGg0H6/6CgIKjVapuC3Xzzzfj+++8REhJi07aiogLjxo3DTz/9JL0WFhaGyspKVFaKYVapVJg3bx7+85//2LTduXMn7rjjDofedDodSkrESz1+/vlnjBw50u3+6XQ6hIWJv2aVlJQgNDTU4fImkwkqlee/m3jSnjEGo9EItVoNQRC84kEpGta1YIz5bD/ktqdMWKBMiPDOhKc+eLb3VIMyIUKZsECZEKFMWPDH/agS6uCpD57t3dUY9PYWXMwrxfL7+qBXUlSNtViwLQ1vbDwJAHh9TEdM6decm4fa0vDVTLg7PpPlLjExEYD4DO2aZhyvLQwGA3r37o1PP/0U586dQ1lZGUpKSnD+/HnMmDEDAPDLL7/ggQceqNZ2zpw50iD74YcfRkZGBoqLi1FWVobU1FRcd911MJlMeOqpp5CammrTtn///rh69arDvyFDhgAAmjRpghtvvLF2C/EveXl5Xmlv/mHCmx6UomGuha/3Q257yoQFyoQIz0zw0KBM8NOgTMjXoEyIUCYs+Nt+VAl14KFR1x6k+7SzS2qsxcp9F6VB9uwb2zodZLvrobY0/CUTTmEyeOyxx5ggCEylUrHBgwfLkXKbzZs3O3z/gQceYAAYAHbx4kWb95o3b84A1Oi5oKCAhYWFMQDs2WefdctXZmYmU6vVDAB74YUX3GprTUlJieS/pKTEY53aRK/Xs127djG9Xu9tK16HaiFCdbBAtRChOligWohQHSxQLUSoDhaoFiJUB8bm/HyCJT2zgb249ojdWmw4fJm1eHYDS3pmA5vz8wlmMpm85LRuUEIm3B2fyTqjPWvWLERERIAxhu3bt+OPP/6QOex3naFDhzp833xWG0C1s9JXrlwBAKSkpNhtGxkZiTZt2gCAdAm4qyxcuBBGoxGCIGD69OlutZVDTk6OV9v7iwceGkrwwEODPPDTUIIHHhpK8MBDgzzw01CCBx4a5IGfhhI88NBQggceGuSBn0Zde2gpndG2vY84JycHW//JwhMrD8LEgIm9m+LZm9tBEATuHmpLQwkeeGk4QtZAu2nTpli7dq002B4zZgzeeOMNZGRk8PLnMUFBQdK/q07dnpycDADYv3+/3baFhYU4ffo0gJoH4/ZgjOGbb74BAFx//fVo0aKFW57lEBUV5dX2/uKBh4YSPPDQIA/8NJTggYeGEjzw0CAP/DSU4IGHBnngp6EEDzw0lOCBhwZ54KdR1x5aJ1iepW3N2QKGB5fsh97IMKpLI/zvts4uD7Ld9VBbGkrwwEvDEbIG2snJyZgxY4b0LO2ysjK89NJLSEpKQkxMDFq0aIHk5GS7fy1btuTSgZrYunWr9O/OnTvbvPfQQw9JyzzyyCPIzMwEIA6UDxw4gFtuuQUlJSXo27cvJk2a5NZnnjt3DgAwc+ZMmT1wj+Li6tP/10V7tVrtdQ9K0TDXwtf7Ibc9ZcICZUKEZyZ4aFAm+GlQJuRrUCZEKBMW/G0/qoQ68NCoaw/mM9rXiitQbhIH0scyCzFz8X6U600Y0jYe743vBrXK9UG2ux5qS8NfMuEMWbOOq1Qq6RcUxpj0TG2XPlgQau0h4QUFBejQoQOuXLmCgQMHYtu2bTbvm0wmPPfcc5g3bx5MJhMA21nHGzZsiHvuuQcvvfQSgoODXf7cyZMnY+nSpYiNjUVmZqZLz2araVp5nU6HBg3EqfldmdWuvLzc5iy+u8ht7y8eeGgowQMPDfLAT0MJHnhoKMEDDw3ywE9DCR54aJAHfhpK8MBDQwkeeGiQB34a3vDQd86fuFpUjh8e7o/I4ACM/3wXcnWV6N08Boum90awVu1cRKaH2tBQggdPNNyddVwjy92/WA+uXbl0QcbY3ikmkwlTpkzBlStXEBgYiI8++qjaMiqVCm+++SY6dOiARx99FCUlJTb3YpeXl6OwsBA6nc7lgXZBQQHWrFkDQBxwu/oAdPPKcoTBYJAeZaZSqaBSqWAymaQfCQBxFr6goCAYjUab+pqXr/q6eWp8s25FRQU0Go30S1HVH0Hsvc4Yg06nQ0REBEwmk6QhCALUanU1jzW9bvZYWVkJjUZT7XV3+mRdK0feHb1uMBikRwg4825+3Wg0oqCgABEREaioqIBWq7W7nlztk/X6sF5P7vTJrAEAGo3G7T7VtD4c9clkMqGoqAgRERHS+nCWPUd9qqiokL5LVfvqap8qKioQEBDgMHvO1pO5lq5+nwDx+1FSUoLIyEibdVFTX531qer6cPZ9sve6vfXhTp8crQ9HmSwoKEBYWBgEQXC4Plztk7P14axPrq4PR+tJr9e7tD6sXzcajdL3w7zN9nQbYb0+PN1GmDU0Go1H2wjrdWFvPdXknTGGoqIiREWJj6uxtz7c7VPV9QG4t92rqKhwuD5cWU/W235Xt3sqlQqFhYUICwuzqYMn24iq68OTbYRKpaq2PtzZRgCAXq9HYGCgW98nk8mE/Px8RERESN9Re+vDnT45Wh+u9MmV9eFsPbmyPqq+XvX7IffYSK/XIygoSNaxkXl9eLKNsLfNduX7ZN6HRkVFVcu2p8dGVbPt7nbPYDDI2kYANR+v19SnlgmhuFpUjk2HLmL98Rzk6irRrkEoFkzriaAAVbXlXemTs+N1V/pkb9vvzvGevW22s++TwWCQ9qHmYxo52whH66OmPrk7huUy0HbnvoDa5vHHH8eGDRsAAJ9++im6du1abZmcnByMGzcOW7duxfDhw/Hyyy+jU6dOKCsrw65du/DMM8/gs88+w6ZNm7Bt2zY0adLE6ecuXboU5eXlAPhfNn7gwAFpwB8fH4+WLVvi/PnzyM7OlpaJjY1FREQETp8+jcLCQun15ORkJCQk4NixY9IzzwGgXbt2iIqKwsGDB2E0GmEwGKDRaNClSxdotdpqE8ilpKSgsrISR44ckV4zB7Z169Y4c+aMpBEcHIyuXbsiJycHaWlp0vKRkZFo3749Ll++bHMfv7lPGRkZKCoqkl5PTExEYmKiW31Sq9VSn8y40ye1Wo127dqhsLAQp06dkl531qeMjAycOHECUVFRMBqNaNSokd315GqfzLWsup7c6ZNZQ61Wo1evXm736dq1a8jNza22nhz1qaCgAAUFBYiKikLLli0RHBzsNHuO+mQwGNC3b1+768nVPhkMBsTGxjrMnrP1ZK6lq98nQNwYm0wmpKSk4OjRozY7lJqy56hPeXl5OHHiRLX15E6fIiMjPd5GmGvZo0cPt75P3bt3x7Fjx6SdusFgQHh4uEfbCHOfzOvDk21EVFQUTpw4YbPfcncb0atXLxQXF+P48ePV1pOjPl26dEn6fkRGRqJDhw4ebyPM66NTp04ebyPMGoGBgR5tIy5fvoz09HQp265+nxhjKCgoQLdu3dCoUSNp/1F1PbnTp/Lycpv14e52z/y6p9sIcy3btGnj8vcJADp27Cj5MxqNUi092Ubk5OTg9OnTkoYn24jExESkp6fbeHdnGwFA2va7833Kz8/H3r17ERUVBUEQoNFokJKS4vE2wrw+mjdv7tE24uDBgzYDCU+2EYWFhdK2r+p6ctQn8/ejVatWaN26texjo2bNmiE8PFzWsRFjDP369fNoG5GRkSFts935PjHGUFlZiQEDBuD48eMoLi6WaunpsZH1vtiTY6PExERZ2wgAaNiwISIiIlz+PrWICcYOAF/sFD+zcZgaj3VRITRAhbKyMo+Ojczrw9NtxOnTp5GbmyvV0t1tRJcuXWA0Gt3+Pp08eVLah4aEhCA5OVnWNgJwf/zUtGlTuIPsS8c9pTYuHZ81axbeffddAMB7772HJ554wu5yo0aNwsaNGzF48GBs2bKl2g8FWVlZ6NixI3JycjB58mR89913Tj+7R48eOHjwIPr06YPdu3e77NmVS8cLCgqkSxMc/SITEhIi64x2YGCgW79wGo1GHDx4ED179pR+gTafXfHkbFVpaSm0Wq1T7476VPXXypq8O3rdfODp7tnf/fv3o0ePHjAYDAgODpZ9Rtu8PuSc0TafffTkbFVN68NRnwwGAw4cOIAePXogICAAlZWVCAgIkHVGOyQkxG5f3TmjHRQUJPuMdmBgoFu/2hqNRhw4cEDacVhf5eLJ2aqq68OTX6LtrQ93z2jXtD5q6hMA7Nu3Dz169JC+ozWtD3fOaDtaH876pNPpXFofjtZTWVkZAgICnHq3fl2v10vfD6PRiJCQENlntENCQmSf0Q4MDPT4jHZZWZlUS1e/T+bvRs+ePaHVau2uD3f7VF5ebrM+APfPaIeGhso+o23e9rt6ZocxhtTUVGnfYa6Dp2e0rdeHp2erqq4PT85om88QWePsChFzHczbCXvrw90z2jWtD1fPaDtbH87WU2lpqdP1UfX1qt8PucdGer0ewcHBss9oh4aGyjqjbb3NduX7ZK5Dr169IAgCysvLbdaHJ9s96/VhvZ5c7ZNer4dWq5V9Rtve8XpNfVqRmoEXfhR/RGwcGYQV9/VGbLBK1rGRs+N1V/pkvT48OaNtb5vt7PtUWVkp7UPN242q68OTM9rujJ/Ky8sRHh4OoA4uHbc26m2efvppaZD9zjvv1DjIPnnyJDZu3AgAeOqpp+yejU9ISMDUqVMxf/58/PDDD1i8eLHDs/YHDhzAwYMHAbh/NtvZCgIgXdZnjTkAZoqLixESEiKFtCo1vW7WLS4utvFS9fMcvW7+9bmqRlWPzl63Poh3xbu918vKyhAdHe2yd3uvFxcXIygoyO7yjvpkPSCq+sOIK96tX5ezPsyvV9UwrydX+1TT+nDUJ/NcDWq1GiqV+GtrTfe+uNIn6z44yp4jj9Ya7maypvXh7Ptk7U8QBFRWVtr9rrvTJ3fXh73XHa0PV/rkbH3Ye91gMEiZqJpLd9eH+XVX10dNr7uzPmp6vby83O6tRY68mw86zNuJkJAQj7cRgGfro+rr1hrubiPMP95UraUrfRIEQVqmNteHq30y18HTbYS1RtXXHXm3/n5Y7ztqWt5Zn9xZHzW9XtP6cLVPxcXFCA4Odvs4wt52wtNthNmHs/XhqE9VtzM1eXfUJ0/Xh/X3Q+6xkSfro+rr5lp4so2wt812dbtnPvY2n9CQsz4A+9l2p09FRUUICgryeBsBOD9er+qlW1PxmDYyUMDie1PQLC4c+fn5so6N5B6v17Q+XO0TUPM2u6blzdsH83/VarVH60Pu+Mndq7i5XDrubWbPno158+YBAN5++23MmjWrxmWtL710NPN569atAYi/fmVlZUlnl+3x9ddfAxAHzRMmTHDLOy8iIiLqvL0gCAgODpZC5w0PStGwroUv90Nue8qEBcqECO9M8NCgTPDToEzI06BMiFAmLPjjflQJdeCh4Q0PnZpEYsV9vVGefQkt4sO4+PDVWioxE86Q9XgvJTBr1iybQfbs2bMdLm/9K8aFCxdqXO7atWvSvx1NWFZWVoZly5YBAO666y6XJjerDfLz8+u8vVqtRteuXaVfe7zhQSka1rXw5X7IbU+ZsECZEOGdCR4alAl+GpQJeRqUCRHKhAV/3I8qoQ48NLzloW/LeAzp24MyocBMOEPWPdrexvqe7Hnz5uGpp55y2ubChQto3rw5AGD06NFYv359tWV0Oh26dOmCtLQ0dOnSBYcPH65Rb8mSJZgyZQoAYOfOnejXr58HPamOu9PHewOTyYScnBzExcXZvTyjPkG1EKE6WKBaiFAdLFAtRKgOFqgWIlQHC1QLEaqDBaqFiBLq4O74zCWX27Ztk/6sZ3azft2TPzk888wz0iB7/vz5Lg2yASApKQmjR48GAPz000+YMmUKzp07B8YY9Ho9du7ciSFDhkj9dKb71VdfAQA6dOjAbZDtCTk5OXXe3mQyIS0tTbpX3xselKJhXQtf7ofc9pQJC5QJEd6Z4KFBmeCnQZmQp0GZEKFMWPDH/agS6sBDgzLBT0MJdeCl4QiX7tEeMmSIdD38448/jvnz51d73V3szULnKhcvXsTbb78NQLwUfO7cuZg7d26Ny8+aNcvmvu1vvvkGN910E/bv348lS5ZgyZIlCAkJQWVlpY2nWbNmYerUqTXqnj17VvrBgPcjvdylpgnA6qq9v3jgoaEEDzw0yAM/DSV44KGhBA88NMgDPw0leOChQR74aSjBAw8NJXjgoUEe+GkowQMPDfLAV8MRLp93d3SFOWPMoz9PsZ7t3GQy4dq1aw7/SkpKbNrHxcVh9+7d+Oqrr3DjjTeiQYMG0oPTk5OTMXnyZGzfvh3vvPOOQx/ffPMNGGPQarXS5ePewvrZb95o7y8eeGgowQMPDfLAT0MJHnhoKMEDDw3ywE9DCR54aJAHfhpK8MBDQwkeeGiQB34aSvDAQ4M88NVwhMuzjjs6c+3uWW25t4U3b95ctoZGo8GMGTMwY8YMjzXmzJmDOXPmyPLBC7n3cHvSXhAEREZGSuvfGx6UomFdC1/uh9z2lAkLlAkR3pngoUGZ4KdBmZCnQZkQoUxY8Mf9qBLqwEODMsFPQwl14KXhCNlntOvyTDZRM5WVlXXeXq1Wo3379tLsf97woBQN61r4cj/ktqdMWKBMiPDOBA8NygQ/DcqEPA3KhAhlwoI/7keVUAceGpQJfhpKqAMvDUe4dEZ72rRp0r979+5t93XCu3h6r7yc9iaTCZcvX0bjxo2hUqm84kEpGta18OV+yG1PmbBAmRDhnQlPffBs76kGZUKEMmGBMiFCmbDgj/tRJdTBUx8823uqQZkQUWImnOHSQPvbb79163Wi7jH/ulOX7U0mEzIyMtCwYUOoVCqveFCKhnUtfLkfcttTJixQJkR4Z8JTHzzbe6pBmRChTFigTIhQJiz4435UCXXw1AfP9p5qUCZElJgJZ7h86fjx48dr0wchk4qKCq+29xcPPDSU4IGHBnngp6EEDzw0lOCBhwZ54KehBA88NMgDPw0leOChoQQPPDTIAz8NJXjgoUEe+Go4wuWBdufOndG9e3fMmzcPmZmZtemJ8ID6OjGCEjWU4IGHBnngp6EEDzw0lOCBhwZ54KehBA88NMgDPw0leOChoQQPPDTIAz8NJXjgoUEe+Go4wuWBNgAcOXIEzzzzDJKSkjBs2DB8++23KCoqqi1vhBt4Y5p9lUqF+Ph4qFQqr3lQioZ1LXy5H3LbUyYsUCZEeGeChwZlgp8GZUKeBmVChDJhwR/3o0qoAw8NygQ/DSXUgZeGIwTm4jTg5pvOzYubbx4PDAzEqFGjMGnSJIwaNQoBAQG157YeodPpEBYWBgAoKSmp9V9cCIIgCIIgCIIgCPu4Oz5z64w2IA6wzQNuxhjKy8vxww8/4M4770TDhg3x4IMPYtu2bZ65JzwmJyenztubTCacO3cOJpPJax6UomFdC1/uh9z2lAkLlAkR3pngoUGZ4KdBmZCnQZkQoUxY8Mf9qBLqwEODMsFPQwl14KXhCJcH2mq12uY52OYBt/WgOz8/HwsWLMDQoUORlJSE//73vzSJWh0RExNT5+1NJhOys7OlwHvDg1I0rGvhy/2Q254yYYEyIcI7Ezw0KBP8NCgT8jQoEyKUCQv+uB9VQh14aFAm+GkooQ68NBzh0uO9AODq1atYtWoVVqxYgb///rvagNuM+fVLly5h7ty5mDt3Ljp37ozJkydj4sSJaNKkCecu+CfWV/TrdDqny+fm5iI2Ntbjz/OkvcFgQFlZGXQ6HTQajVc8KEXDuhaFhYU+2w+57SkTFigTIrwz4akPnu091aBMiFAmLFAmRCgTFvxxP6qEOnjqg2d7TzUoEyJKyIT1mMyVu69dvkfbmszMTKxYsQIrV65EamqqKGTngd/W0uYB+aBBgzBlyhTceeediIiIcPej6w1ZWVlo0KCBt20QBEEQBEEQBEEQVly7dg0JCQkOl/FooG1NWloali1bhpUrV0qXiVcddFcdcANAUFCQS2dq6ys00CYIgiAIgiAIglAedTLQtubYsWNYtmwZVq1ahbS0NMuH2Bl4C4IAo9HI66P9DuuJUUJCQuxeMWDm0KFDuO666/D333+jW7dubn+WJ+11Op30Q8C1a9dw5syZOvegFA3rWvz+++8YPny4T/ZDbnvKhAXKhAjvTHjqg2d7TzUoEyKUCQuUCRHKhAV/3I8qoQ6e+uDZ3lMNyoSIUjLBGENpaSkAIC4uTnrUWE24fI+2K3Tq1Alz5szBnDlzsGfPHqxYsQKrV6/G5cuXHQ4UieqoVCqnv5KYCQ4Olv7ryWPA5LYPDQ31ugelaCjBAw8NygQ/DSV44KGhhEzw8EEe+GlQJvzLAw8NygQ/DX/ZjyqhDjx8KMEDZULE25kwP97LFbgOtK3p06cP2rRpg7Zt2+KVV15BdnZ2bX0UQRAEQRAEQRAEQSgG7gNtnU6HH3/8EcuXL8fvv/8Og8EAADazlBMEQRAEQRAEQRCEv8JloF1RUYGff/4ZK1aswM8//4zy8nIA9idBIwiCIAiCIAiCIAh/xuOBttFoxO+//47ly5dj3bp1KC4uBuB4cG1+LzExERMnTvT0o4kqNGrUCC+//DIaNWrklfb+4oGHRsOGDb3ugYcGeeCnQZlQloYSPFAmlKWhBA+UCWVpKMEDDw3ywE9DCR54aJAHvhrOcHvW8b/++gsrVqzAmjVrkJubC8C1wXVkZCTGjh2LSZMmYciQITJtE95Gp9NJkwGUlJR4PBGBP0C1EKE6WKBaiFAdLFAtRKgOFqgWIlQHC1QLEaqDBaqFiK/WweWB9lNPPYVVq1bh8uXLAFwbXGu1WowcORKTJ0/GLbfcAq1Wy8s3QRAEQRAEQRAEQSgSlwfaKpUKgiA4nNTM/HzsgQMHYvLkyRg7diyioqK4GiYIgiAIgiAIgiAIJeP2Pdo1nb3u1KkTJk2ahEmTJiExMZGPO4IgCIIgCIIgCILwMTyaDK3qpGaTJk1Cly5duBojCIIgCIIgCIIgCF/ErYE2Y4wmNSMIgiAIgiAIgiAIB7g80L7ttttoUjOCIAiCIAiCIAiCcILbj/ciCIIgCIIgCIIgCKJmVN42QBAEQRAEQRAEQRD+BA20CYIgCIIgCIIgCIIjNNAmCIIgCIIgCIIgCI7QQJuoc6ynBTAajV504n2oFiJUBwtUCxGqA0EQBOEJtP8QoTqIeLMONNAm6hxBEFBZWQmDwQCdTmfzXn2bm49qIUJ1sEC1EKE6WLDXX5PJ5AUn3oXqYIFqIUJ1sEC1sED7DxGqg4g36+DWc7QJQi5//vknfvjhB2zevBmMMQiCgKlTp6JPnz4YNmwYBEGQXvd3qBYiVAcLVAsRqoMtWVlZ0Ol0OHv2LEJDQ9G1a1cEBQVBpapfv5VTHSxQLUSoDhaoFiK0/xChOoh4vQ6MIOqIJUuWMK1WywRBYIIg2Py7cePG7D//+Y+3LdYZVAsRqoMFqoUI1cGWdevWsWHDhrEGDRowQRCYWq1mXbt2Zc8//zw7cOCAt+3VGVQHC1QLEaqDBaqFCO0/RKgOIkqoAw20iTphzZo1UrhffPFFtnHjRrZx40b21FNPsUaNGjG1Ws0EQWBjx45laWlp3rZbq1AtRKgOFqgWIlQHW5YsWSLVIzk5mTVr1ozFxsYyQRBYQEAAi4mJYWvXrvW2zVqH6mCBaiFCdbBAtRCh/YcI1UFEKXWggTZR65w/f5717NmTCYLAPv7442rvb9q0id1///0sICCACYLARo4cyY4dO+YFp7UP1UKE6mCBaiFCdbDll19+kQ4S3n//fZadnc0yMjLY8ePH2YQJE1ibNm2k9z/88ENWVFTkbcu1AtXBAtVChOpggWohQvsPEaqDiJLqQANtotY5ePAgi46OZj179mR6vZ4xxpher5f+zRhjaWlpbM6cOVLoR40axS5evMgYY8xkMnnFd21AtRChOligWohQHURMJhMrLy9nEydOZIIgsLfeeqvaMsXFxWzZsmVs+PDh0kH03LlzWXFxsRcc1w5UBwtUCxGqgwWqhS20/xChOogoqQ400CZqnYULFzJBEFhKSgorKyurMcA5OTls3rx5UujHjx8vvecvX36qhQjVwQLVQoTqYKGgoIA1btyYBQQEsEOHDjHGmHSAYO6jXq9ne/fuZWPGjJEOoj/55BOvea4NqA4WqBYiVAcLVAsLtP8QoTqIKKkONNAmap3ly5czQRBYUlISy8nJYYzVHODs7Gz2+uuvS6F/9tln69JqrUO1EKE6WKBaiFAdLGRlZbHY2FgWGxvLTp8+zRhjzGg0VlvOZDKxw4cP2xxE//TTT3Vtt9agOligWohQHSxQLSzQ/kOE6iCipDrQQJuodS5dusSSkpKYIAjs1VdfZZWVlQ6XP336NJs2bRpTq9WsXbt2bN++fXXktPahWohQHSxQLUSoDiJGo5FlZmaysLAw6b5KR5hMJrZr1y42bNgwJggCa9KkCTt69Ggdua09qA4WqBYiVAcLVAtbaP8hQnUQUVId6tfD9Yg6hzGGkJAQ9OjRAwCwZcsWHD582GGb1q1b484770RwcDD++ecf7Nu3ry6s1jpUCxGqgwWqhQjVwYJKpULjxo1x9913AwDWrFmD48eP17i8IAjo2bMnpkyZgqZNm6KgoAC///47AMBkMtWJ59qA6mCBaiFCdbBAtbBA+w8RqoOI4urAbchO1GtMJpPNZRlVL1/atGmTdMnS1KlTWV5eXo06Zh566CEmCAIbOnQoMxgMzGAw1I55zlAtRKgOFqgWIlQH11mwYAETBIEFBwezt99+m5WWljpcvri4mI0aNYoJgsD69u1LdfCzOjBGtTBDdbBQn2pB+w8RqoOIr9SBBtpErWId0nnz5kmhf+SRR5hOp3PY5osvvmCCILB+/frVidfahmohQnWwQLUQqY91qOkAwfrft99+OxMEgYWFhbHVq1fXqGVus2vXLhYeHs4SEhLYhQsXasE1f6gOFqgWIlQHC1QL59TH/Yc9qA4iSquDht+5caK+smvXLuzbtw9r165FXFwcGjdujJtuugl9+/ZFdHQ0DAYDNBoN7r77bmRkZOCDDz7Ap59+CsYYXn31VcTFxQEQL/cQBAFGoxFqtRoqlXhnQ6NGjbzZPbegWohQHSxQLUSoDraYTCaUl5eDMYbKykrExMQAEC8JraioQGBgIObPn4/c3Fxs374d06dPR2BgIEaPHl1Ny1yDoKAgVFZWoqSkBIWFhVKtlAzVwQLVQoTqYIFqIUL7DxGqg4hP1YHbkJ2olyxbtozFxsYytVot/WokCAJr2LAhGzBgQLUHwB87dow98MAD0nKTJk1i27dvtztRgfnyprfffpsxpvxHDlAtRKgOFqgWIlQHWzZt2sSmTZvGmjZtypo0acLi4+PZk08+yVauXGmznF6vZ7/++itLSUlhgiCw8PBwtnLlSlZUVCQtYzQaWUVFBWOMsaNHj7KoqCjWq1cvp5O/KAGqgwWqhQjVwQLVQoT2HyJUBxFfqwMNtAmPWblypRTchx56iL3yyits7ty5rG3btiw6OpoJgsDi4+PZ4sWLWXZ2ttTu+PHj7Mknn5Ta9u3blz311FPs0qVLLDMzk2VmZrK7776bCYLAOnbsyC5duuTFXroG1UKE6mCBaiFCdbBlyZIlTKVSSf2KjIy0OVi477772LVr16TLPHU6HVuzZg3r1auXdHno66+/zvbv319N+6677mKCILCZM2ey0tJSRR8sUR0sUC1EqA4WqBYitP8QoTqI+GIdaKBNeMTBgwdZs2bNmCAI7IsvvrB5Ly0tjc2fP5916dKFCYLAYmJi2Lx581hmZqa0THZ2Nvvwww9tdhwNGjRgDRo0YI0bN2aCILBmzZqxU6dO1XXX3IZqIUJ1sEC1EKE62LJ27VqpH//73//Y33//zQ4fPsxeeeUV1rt3b+nA+pZbbmHbt2+XzkDpdDr2+++/syFDhjBBEFhQUBDr3r07mzNnDvv999/Zhg0bpPs0mzdvztLS0rzcU8dQHSxQLUSoDhaoFiK0/xChOoj4ah1ooE14xIoVK1hgYCC76667pNeMRqPNr6s7duxg/fv3Z4IgsOjoaDZ//nyWm5tro7NlyxY2c+ZM1rp1a2nn0bFjRzZ+/Hh27ty5Ou2Tp1AtRKgOFqgWIlQHCxkZGey6665jgmD/mbf79u1jL7zwgtS/oUOHsl9//VU6iDYajezq1atswoQJLCgoSDpQsL58rk2bNoo/WKI6WKBaiFAdLFAtLND+Q4TqIOKrdaCBNuEW5kBPmTKFCYLA7r33XsZYzfcxnDlzRtppxMbGsuXLlzPGmM29EWVlZaywsJDt27ePbdmyheXn57Pi4uJa7ol8qBYiVAcLVAsRqkN1Tpw4weLj41nHjh0l31UfH1JUVMQWLFgg7fyHDRvGdu7cWe0xJqtWrWLPPPMMa968OWvRogUbNmwYe+6553xiBmGqgwWqhQjVwQLVgvYfZqgOIr5eBxpoEx7x3HPPMUEQ2IwZMxhj1Z9fZ83p06dZv379mCCI906cPn2aMWaZTt9RW1+AaiFCdbBAtRChOlhYvXq1dDbJ+t4xeyxatEg6iB4zZow0qVF5ebnNcsXFxaysrIwxpuzJa6yhOligWohQHSxQLSzQ/kOE6iDiq3WggTbhER999JF0D9CuXbucLr9lyxbWqVMnJggCu/nmm1lhYWEduKwbqBYiVAcLVAsRqoOFTZs2SfeAmSdacXTQ+/nnn0sH0Y8++qj0ek3P1fWVA2iqgwWqhQjVwQLVwgLtP0SoDiK+WgcaaBNuYd5Inz17lvXo0YOpVCp233332Uw4YI+ioiL22muvsZCQEJacnMxSU1Nt9HwRqoUI1cEC1UKE6lCdq1evshYtWjBBEGdLdfZYndzcXPb0008zlUrFIiMj2caNG+vIae1CdbBAtRChOligWtD+wwzVQcTX66Di90Ruoj4gCAIAoGnTpujZsycYY9i4cSM2btyI0tLSGtuFh4fjrrvuQmRkJM6fP4+NGzfa6PkiVAsRqoMFqoUI1cEWk8mE6Oho3HrrrVCr1di5cyd+/fVXMMZqbBMTE4NbbrkFbdq0QVFREQ4dOlR3hmsJqoMFqoUI1cEC1UKE9h8iVAcRn69DnQ7rCb/A/GtQfn4+69ixIxMEgbVs2ZKtW7eu2r1BZsyXLj322GNMEAT2zDPP1Jnf2oRqIUJ1sEC1EKE6VGfLli0sMDCQCYLA7rjjDnbs2DGnbZ566ikmCALr0KEDKy8v9+l77MxQHSxQLUSoDhaoFrT/MEN1EPHlOtAZbcJtBEGAwWBAVFQUlixZguTkZKSlpWHWrFn45ZdfUFJSUq0N+/cX2aKiIgBAWVlZnXquLagWIlQHC1QLEapDdYYMGYKPP/4YALB27Vq88847OHv2rPQ+szpzZTQaAQCDBw8GAKhUKmi1WqhUvr/bpjpYoFqIUB0sUC1o/2GG6iDi03XwyvCe8CmcTaqxceNG6Z6ili1bsk8++UR6fETVx00MHDiQhYWFsfXr19eRe75QLUSoDhaoFiJUB8dY1+SVV16Rnmk7depUdvjwYan/5uXM92auXLmSCYLARowYUfemawGqgwWqhQjVwUJ9rQXtP0SoDiL+VAcaaBMu89NPP7GlS5ey0tJSm9crKyvZr7/+ylq1asUEQWCNGjViEyZMYFu3bmWMMabX61lFRQWbOnUqEwSB9e3bl129etUbXeAG1UKE6mCBaiFCdbA9SDA/csf69ZycHPbss89KB9Fjxoxhq1evZnq9vprWmDFjmCAI7JVXXqmmrXSoDhaoFiJUBwtUi+rQ/kOE6iDiD3WggTbhEr/88gsTBIHFxMSwRYsW2b0n4vjx46xr167STkGlUrFbbrmF3XDDDax79+5MEATWpEkT9s8//3ihB/ygWojUxzrUdPBSH2thD6qDLYsXL2a33HILO378eLX3cnNz2euvvy7VoXXr1mzy5Mns2LFj7OTJk+z06dNs4sSJTBAE1rZtW3bx4kUv9IAPVAcLVAsRqoMFqoUI7T9EqA4i/lIHGmgTjDHHD2/X6/Xs888/Z82aNWOCILDrrruu2iMnzAOQwsJCNmvWLDZw4EAmCAJTq9VMEASWkJDAhg0bJj00XslQLSxUvQTHTH2rQ25urvTvqvWoL7VwdoakvtTBVQ4cOCDt/IcPH87Onj1rd7mFCxey6OhoFhQUxARBYPHx8SwiIoLFx8czQRBYUlISO3XqVB275wfVwQLVQoTqYKE+1YKOrUSoDiL1pQ4CYw6eG0AQ/1JQUIClS5di/fr1WLJkCeLj46stYzQaoVarYTAYUFhYiN9++w2lpaXIycnB4MGD0apVK8TFxXnBvTxMJpPNxCL1oRbLly9HXFwchg8fXuMy9aEOAPDXX3/hk08+QWBgIBYuXAi1Wl1tmfpQC8YY8vLykJOTg6ZNmyIwMBBqtRqMMelxGfWhDgBs+mzuT1WOHTuGjz76CAsWLEBMTAzS09MRFhZmV2/Xrl34448/sGLFCly5cgUFBQXo2rUrunTpgpdffhnJycm12h9Psa5D1e2kmfpQBzPmetTnTABAWloaysrK0LFjR7vv15c61IT196a+18Ka+rL/qEp9PMZ0BX+pAw206zmHDx/GyZMn8dtvvyEpKQnR0dGYOHEiwsPDERQUZHPAUFxcjMDAQGi1WhgMBmg0mmp61jsQX+PixYu4cOECfvvtN8TFxSE6OhpTp061u6w/1+LLL7/Egw8+iOjoaPzwww/SbKb28Oc6AMDKlSvxyCOPIC8vD0lJSfj0009x8803213Wn2uxefNmrF27Fj/++CNKSkrQpk0bjB07Fvfccw/i4+Nt+uXPdbDGfHBUXl6OoKCgaq8DwJEjR/Djjz/ikUceQWxsbLUDqqp1KCkpwZUrV5Cbm4vOnTtDEASEhITUXac8wNynyspKaLVau8vUhzosWLAA69atw48//giNRlPjYNvfa7Fp0ybMmTMHO3fuxKpVq3D77bfbXc7f6wAA2dnZuHr1Ko4ePYr4+Hh06tQJjRo1AlC/thN0nClCx5gi9S4PdXfynFAaq1atYklJSSwgIEC6dEkQBNazZ0/2xBNPsPT0dMYYYwaDwaadr06y4Yh169ax/v37s9DQUJtajB49WnqGpb1++1stduzYYdP/xo0bS5NLOMLf6sAYY8uXL5fq8Morr7ArV6649GxSf6vFsmXLWFhYmFQL86WLiYmJbM6cOay8vLxefDfMbN26lT3zzDOsV69erHfv3uz6669nCxYssHnWrfUlbubM2JvAyBp7M6sqmf3797Mvv/yS3XTTTezGG29k48aNYxs2bLBZxt7Msf5WB8YY+/LLL6Xvx4QJE6Q+Vt13mvHXWnz33XfS8cSIESPYV1995XB5f60DY4xt2LCBDR8+3OaYYtSoUWzVqlXSMvXh+0HHmSJ0jClSH/NAA+16ytKlS6WAjx07lt17773s7rvvttkItGnThh05csSplnnD76tfhMWLF0t9btmyJevfvz9r06YNCwwMZIIgsJtvvlma8dBZH329Ftu2bWOCILCGDRtKszm6Oti2xtfrsHnzZmlw+dlnn9m8Z94BmPvmz5n47rvvpO/G008/zVauXMl+++031rNnTyYIAuvXrx8rKytzScuX62Bm6dKl1Q6UzH+9e/dmb7zxhrRsTYMsf2D16tWsefPmTKvVVqvD3Llzq80Q68+kp6ezxMREJgiCtM246667nA62/Y3Vq1dLGXjrrbe8bcerWG83GzRowDp16iTdOzpixAifnqDKHeg4U4SOMUXqax5ooF0P2bFjB4uJiWGCILDPP//c5r2jR4+ycePGsSZNmjBBEFhUVBTbsmULY8x+oM1h379/P1u1apXPHWBZHxy888470vT/J06cYO+++660IXz66aedavl6LRhjrLi4mLVp04a1atWKPfbYY6x58+ZuD7Z9uQ7myd8efPBBJggCe+2116T3KioqbJYtKChgjFkOpO2d7fblWmzatEn61fnTTz+1ee/MmTMsKiqKCYLAdu/e7fRHB1+ugxnrbcXs2bPZsmXL2BdffMFmzpwpzXYqCAK75557nF75YM6Mqz9SKAnrg8ZbbrmFPfroo+yee+5h/fv3l17/7rvvXNLy5TqYMRqNbPDgwUwQBDZ48GAWHh7u0WDbl2uRmpoqTVpkva0wGo1OtwlV8eU6MMbYihUrbH5wSEtLYyaTiX300UcsODiYCYLAfvzxR5e0fLkWdJwpQseYIvU5DzTQrod8+OGHTKPRsEceeUR6zWQySQcFly9fZvPmzZN+hY2KimJ//fUXY8z+zvHgwYNMEAQWHh7OvvvuO5/ZKezdu1d64P3HH39c7f0rV66w6dOnM7VazW666SaXfjnz1VpYM3ToUNa2bVt27tw59uqrr7KmTZtWG2ybTCaHgwlfrkNubi5r3Lgxa9CgATtx4gRjjEmPlSgvL2dffvklu/fee1nv3r3ZiBEj2GOPPWb3sSxmfK0WJpOJFRcXsylTpjBBENgLL7wgvWcwGKSDv0GDBrE+ffqw7Oxs6X1zJuwNLHytDtacPn2adezYkQmCwD755JNq7y9btoyNHDlS+mFi7NixrLCwkDFWfZtp3o5s27aNjR8/3uaSc6Xz008/SQeNH374oc17hw4dYqNHj5ZmQDZfAlgTvlwHM+Z1+9BDD7HAwED2+uuvszFjxki3V7g62PbVWph9f/bZZ0ytVrNHH31Ues+8zTQajUyn07FDhw6x48eP2zzLtuo+1VfrYGbnzp0sISGhxu3E448/bvPdsXfpuBlfrwUdZ9IxpjX1OQ800K5nmEwmdsMNNzBBENirr77KGLM9ALCeLn/x4sXS8+mioqKkDb116I1GI/v2229Z48aNpcs+zAeYSsX85Z49ezYTBIE9/PDD0ntVv9ALFixggiCwgIAAdv78eYe6vlgLa8w5ePbZZ5kgCOz3339nJSUl7IUXXmBJSUnSYNv8S6OZvLw8m//39TocPnxYumfI+ruh0+nYyJEj7V42HBkZyVauXFntl1VfrcWVK1dY06ZNWVBQENu8eTNjTLx30Pz9qKioYAMGDGCdO3dmjz32GBs9ejQbMWIEe+ihh+w+SsNX62Dm77//ZhEREWzgwIHSa3q93uZ+yr1797L/+7//ky6nHjt2rPRe1UHW+fPnmUajYYIgsBtvvFHxj+VhTHxeaZ8+fZggCOzdd9+VXre+omPx4sUsNDSUxcfHuzQw8MU62GPJkiXSmcozZ86w0aNHs5CQECYIAhs/frx0z35Nj6dhzHdrUVlZKT1Wx3z/sfmgt6ysjM2ePZsNGjSIaTQaFhAQwLp168YefvhhVlJSYlfPF+tgXo9z5sxhKpWKTZkyRXrPaDRK6/35559nzZo1Y2vWrGHl5eXs+PHjdn+oNOOLtWCMjjPpGNOW+p4HGmjXQ2699VYmCAKbM2eOw+WKi4vZwoULpTM5nTt3ZhcuXKi2XF5eHvv0009Zjx492MGDB2vJNV/S09NZSEgIS0hIkAYS1gc95n+fPXuWRUdHs9DQUJfuq/LFWlTl559/ZoIgsPfff58xxlhRURF78cUXpcF2o0aNpMH2xx9/zO655x52+PBhGw1frsP+/fulgbb5rExpaSkbMmQIEwSBtWvXjj377LNs/vz50tl/82B7+fLljDHbnYIv1sI8KV5AQADbuHEjY8z2+zFv3jzpR4aq9+lGR0dL+fD1Opj54IMPmCCIz7llzP5BAmOMnTp1is2aNUuqyfTp0+0ud+LECTZjxgypZhcvXqyDXsjjk08+YSEhIWzcuHHSeq160Jifny9dAbNw4UKnmr5YB3ts3ryZCYLAJk+ezBgTf5ipOtg2b0sYE/tdVFRko+GrtSgpKWFdu3ZlISEhLDU1VXpdp9NJ28zAwEDp/nXzVR8333xztf0GY75bB4PBwPr27csEQZDmaqisrLT5jtx7770sPDycDRw4UJrnolu3buzxxx+XlrFe3ldrwRgdZ9Ixpi31OQ800K6HPP3009IG3tmD3AsKCtibb77JGjZsyLRaLXv55ZeZXq+vdolLQUEBy8/Pr0XXfElPT2fBwcGsV69eDpcrKChgiYmJTK1W2z0oqKmNL9XCGpPJxI4cOSIdCJnPTBQXF7MXX3xRug+vSZMm7LHHHpMOAMyX+Fjjq3U4fvy41C/zgPG1115jgiBO/mV9Bj83N5f9+OOPrHfv3kwQBBYREWF3Ig9fq8XZs2dZq1atmFqtZpMmTbK5NP7999+3uVf5q6++Yps3b2bTp09nHTp0kH50sDeTqq/VwczHH38s/chS05k4M6dOnWIPP/ywNKCYN2+e3eWOHDnCZs2a5ROXhJaUlEjf/ZoG0Hq9nhkMBtajRw8mCAL76KOPXNL2pTrURFlZGWvRogXr06eP9CPM7t27qw22GWPs008/ZQ0bNmQfffRRtRmmfbEWOp2OpaSksNDQULZ9+3bGmPjD5KhRo6QfLDdu3MgOHDjAvv76a3bvvfdK96XedNNNdm+x8MU6GI1GaaA9ZcqUalexfPjhh9J2My4uTvpBynzGeuzYsdK20rqtL9aCMTrOpGNMW+pzHmigXY8wh3TVqlUsKCiIxcbGsq+//tppu4yMDHbzzTdLAw2dTlfbVuuE06dPsz179jDG7N8/p9frWU5OjrRD3Lt3r837Nd1T5Q/07NmTtW3b1qaPhYWF7MUXX5TuOTL/ffPNN150WjuMGTOGCYLAHnvsMZaXl8dGjhzJGjRoIJ1RsD5ALi8vZ+vXr5d+gX3ggQd8fqZhvV7Pxo0bJ12+1blzZ3bXXXexESNGSOv9iy++sGmTm5vLFi5cyNq3by8NLJQ+SYmrHD16lDVs2JCFhoayb775xulkZ7t27WLXX389U6lU7Prrr2eXLl2yu1zVCfaUzGuvvcbat29f7VaRqowfP97mnkRXJsPypTpUxWQyMYPBwPr168ciIiJsLu+tOtg2/wghCDVPGOdrtTAajWz48OFMEAQ2depUVl5eLt3L36NHj2pn7i9cuMDmzJkjDbYffPBB6T3rrPhSHYxGIysvL2cTJ05kgiCwDh06sHnz5rGcnBx27tw59uabb0rr/a233pLO/K9fv57df//90hUwDzzwgKTpq7Wg40wLdIxJeWCMBtp+i71JNqwnKjLPktqiRQvpDJy9DYFZZ//+/dLBwrJly2rbPlesa2F9P6GzCb1MJhMrKiqSHnO1b9++ajqMMXbgwAGf2AjYy4S9yWgqKyuly3x2797NGLPd0d90001MEMRHlURGRkq/wtr7xVGp1FQL89+LL77IBEF8VvSSJUtYu3btWEpKCisrK7Obmby8PHbbbbcxQRDYwIEDnT4LVSk4eo5rWVkZGzJkiDSbtvVln88995yNjrltbm6uNEDv1q0bKy4urqOe1C4XL16U7hsbM2YMu3LlCmOs5pmTGWNs4cKFUt1WrlxZV1ZrlXPnzjHG7PfbnKW7776bCYLA5s+fb/O6vf2LK8+lVzrmPrz00ktMEAT2008/2by/e/dudscddzCtVsvUajUTBIF98MEHNm19FfO6XbBgAQsODmY9e/Zk+/fvZ//9739t9h+VlZU225pLly6xhx9+mGm1WtapUyfp++Tr/PHHH9J3PiQkhLVo0UJ6cocgVJ9tmTHGTp48ye677z4WEBDAkpKSXD6rqQToOFPEUR3q+zFmfcxDVVQg/JKKigoUFRXhypUryMzMBACoVOLqVqvVmD9/Plq1aoX09HSMGzcOV69ehVqthtFotNERBAFGoxGdOnVCv379AAClpaV12xmZWNfi8uXLAMRaCILgsJ0gCAgODkZwcDBUKhXUajUAQK/XS/+eOnUqRo0ahT///LN2O8EBe5kw18B6vQcEBGDEiBEAgFOnTgEAtFotAODLL7/Epk2bAACRkZEoKirCzTffjC1btkCj0TitqVKoqRbmv+eeew49evRAZmYmZs2ahcuXLyM8PBxBQUFQqVRgjElajDFER0dj/PjxUKvVKC4uRklJibe65hb26qDRaAAAQUFB2LRpE77++mu8/vrreP3117Fq1So0b94cXbt2BQCYTCYAkGoSExODW2+9FWq1GlevXkVWVpZ3OsaZpk2b4sUXXwQArF+/HnPmzAEg9rvqNtOcjWnTpmHChAkAgI0bNwJAtWV9jRYtWgCw7EusMRgMAMTto/V/zfsQ8zZzyZIlOHjwYI06voa5D+3atQMAHDt2DID43QKAPn36oEWLFtDr9dL3Zf/+/TAajVCpVFLdfBHz9j4lJQUBAQE4cOAA3nvvPVy+fBlarRZhYWEAxH2K9b4hMTERgwcPhl6vx/Hjx3H16lWv+OfN9ddfj/Xr16NNmzZQqVRIT09HWVkZ4uPjcdttt2HmzJnSsubtRLt27XDjjTfCYDDg4sWLyM7O9pZ9txEEAeXl5SgoKJB8m/cF9ek4s6Y6WP+3pnb+foxZX8cd1vj+Xu7/27v3oKjKNw7gz4tXFM1biClXQREZxcS8ZIlWmjMFmmk3AwR0rCmzi9V0MeuXmZeytGySaUixLEsqc9SCUoOx0bSbjJEXQFOL4iLoclkuz++PM+fdXXYXYffA7tn9fmaY0T27+J6v55x9n3N5X7Cyb98+Sk1NpdGjR1N0dDSNHTuWFi1aRB9//LHs/ERERNDSpUtpyJAhdPLkSZo6dSr9/fffcuc25+PjQ126dJEd8IqKig5dH2dcLQsfHx/Z+WmOmam2tpZqa2upqalJdoi6dOlCRESLFy+mbdu2UWlpKUVHR3fYOjniajl06tSJmpqaZGcoMDCQiIh+/PFH+Ts2btxIixcvJiKidevW0TPPPENBQUH0999/08yZMykvL6/jV8wBrdk/fH19af369RQWFkYlJSV0+fJlysvLo+zsbCJSvgjUjpL6JfHvv/9SY2MjXXfdddSnTx+XrFtbtCaHrl27UnJyMj3//PP0/PPPU0FBARUXF5O/vz8RWXYi1BxOnjxJjY2NFBkZSSEhIR2+Xs4yP4li/veEhARatmwZERG988479NxzzxGR0oEw/4zaSSBSjrNEZNX50oPmORBRiyfS1O+OHj16EJHphI3RaJTLUlJSKDExkbZu3UpGo1HrJrcbW1k0N2bMGCIi+u6776ixsZG6detGRMq28uabbxIRUXR0NPn6+lJmZibNnz+f6uvrZU56YC+HmJgYeuutt4iI6KOPPqKdO3fKEwlElieY1N9x880306BBg4iIdHmywd5x4o477qA9e/ZQTk4OZWdn0+HDhyk8PJwCAwMtjhXm3yHjxo2jfv36ERFRVVVVB66F4/Ly8mj58uV0ww030JgxY2jy5Mn0wgsvUFFRkXxPZGQkPf744x7dz2wph6sdN7ypj0nkPXWHlQ69fg7tbtu2bfJWT/ORPtUBim6//XYuKSlhZmUKn+XLl1sMkX/06FGL217VP9fV1XFMTAxfe+21fOjQIZesW1u1JQtb6uvruby8XD6TnJeXJ5ctWrRIDmqizrXsrhzJ4cyZM9ynTx8eM2YMMysjDqufUQc5MhgMvHz5cu7Vqxd369atVSNmulpbsqiuruaMjAz5/FTXrl05ISGBf/75Z/n7zG97Up8nan7LrDtydN948skn5cih5scJdfqapqYmnjp1Kgsh+NVXX5W34ru73bt38yeffCL/bq/Nv/76q3wOUwjBzz77rMVy9XPqoxarV69mIQQnJSW1T8M11tocWqKOkqzOWqBSj5l+fn4tzjvvLtqaRX19PY8cOZKHDh0q9w3zAbA++OADPnXqFMfHx/M111zDQghOTk5u13XQwtVyUP9++fJlfuqppyzG70hOTpbjNDR/NOWXX37hXr16cXR0tNVz3O6qtVmYU2fxWLhwodUyNYucnBzu1q0bR0ZG8oULFzRutfa2b9/O/fv3t/i/Vn/mzp1r8R158eJFj+1ntjYHe8cOb+xjenrdYQsKbQ/y5Zdfyo175cqVfOzYMT5y5Ainp6fzyJEjuXfv3iyEMly+utGeP3+eV6xYIYuJ4OBg3rBhg9XIyYmJiSyE4FtuuYVLS0tdsXpt0tosRo0axYcOHbL7HE1dXZ0c5EodKTEtLY2FENyvXz+3PwA6mkNtbS3HxMRwaGgoL126VP6Od9991+L3V1VV8cqVK686iqQ7cGT/qKys5IyMDA4LC5MDg91999184MABZlYKbaPRyElJSSyE4OjoaLsDX7kLZ/YNdV7QsLAwzs3NlaPSq9Tnc0ePHq2bqWg2b97MQgieMGECf/HFF/J1e52j77//nmfPni0zfPjhh7moqEiedDE/+aLOHao+m+nOJx3amkNzaufo3nvvlSdjVGqnUQ/HTOa2Z6EeB9SRtn/55ReLk5PqwHDMzIcOHeIpU6bwoEGD+Pjx4+29Kk5paw4FBQXy/1o9TqxZs8bmoIjqdpKammox9Zm7cnT/+Pbbb7lz584cFxdnUUSbz6l+5513yhNy7v4sbmZmpvz/TU1N5bfffps3bdrEixcvtjgmmjt37hyvWLFCzlzgCf1MR3KwxVv6mN5Qd9iDQtsDNDU1cUlJiZyzsvmVBGbm3377zeIsUmRkJGdnZzMz8z///MPp6ekW8wEHBgbykiVLOCkpiSdPnsxCKFM6nTp1qqNXr00cyWLEiBGck5Njs9iura3lYcOGca9evTg/P58ffvhhXRwAnclB7QDMnz/f4gyteZHd2Nhod0A1d+Ps/mEwGDg7O5ujo6NZCGVAMF9fX77vvvs4Pj5ezoc6ePBgixGH3Y0z24RaPJ4+fZojIiJYCMFBQUH82GOP8YcffshvvvmmLCoHDhyoi7sbmFmOjqz+TJkyhbOysuRyW/OeMjPv37/fYv+YOXMmr1+/ni9dusRVVVVcUVHBDz74IAuhDArn7lep2pKDPeo2ol7xV0elX7hwoS6OmSpnsli/fj0LIWTBbeu4ycx89OhRtz8R5WgOBQUF/MQTT8jPRURE8OLFi7moqIj/+usvLi4ulkV2SEgIFxYWdtQqOcyZbeKnn36SV/vS0tIsTkrX1NTwAw88wEIIHjp0KBcVFbXnajjtm2++kQNibtq0yWJZXV0dv/TSSzKjnJwci+We1M90JofmvKmP6al1x9Wg0PYQhYWFPGDAAA4NDZXTr9TX11sUj//99x9v3bpVnlUcMWKEnE7AYDDwiRMn+Pbbb+eBAwdafKn4+fnx+PHjddN5diSLqKgomYXaYayvr+eysjIODg5mIQRPmjRJFwdAlbM5fPvtt9y3b18WQvCGDRvkZ/Q4Uq6z+wezcvU+LS3NYooeIQQHBATwjBkzdPFl4Ow2UVNTw1u2bJGjpKqdDfUnKirKrU82mMvPz+ebbrqJhVBGivf19WUhBMfFxbWq2M7Pz5ej06s/QUFBHBERIW8FHDx4sNsfNx3JoSULFiyQV/EfeughXR0znc1i+/btFqP0m1/JVme60ANncygrK+NNmzZZ7Bv9+/fngIAA2b8ICwvjP/74o6NWyWFa7B/qiPRCCB43bhzfddddPHfuXDmTQUBAgNsfN8+cOSOnd1y5cqV83fyW399//52HDRvGnTp1ktPXNZ+mTO/9TEdzsMUb+5ieWne0BIW2h9i/f788e3zp0iW77zMYDLxjxw650Y8aNYrLysrk8sbGRj548CCvWbOGly1bxkuXLuXdu3fravoNR7MYPXq0PFioB4orV67w8OHDuXPnziyE4L59++ri+UJm57YJ9Tadr776itPT0+V79VhkM2uzTTArJ2EKCws5MzOT33vvPV69ejUfPXpUN7c1aZFDWVkZ79+/nydOnCi/HCdOnMjLli3js2fPdtSqOMVgMPDLL7/Mfn5+HBMTw8ePH+ctW7a0udhmVp7bnDZtGg8ZMkR2EsLDwzk+Pp5Pnz7dYevkCGdyaE49NqiPDwwaNEhXnUatslCvSKlTeDHr67ip5TaRm5vLjzzyCEdFRcl5s6+//npOTU3VxZVsrbIoKCjgJUuWWBQSQgju2bMnT5gwQRePXu3YsYP79OnDt956q1U/ydyMGTNYCMFLlixhZtuZ6LmfqWUOzN7bx/S0uqMlKLQ9QFNTEx84cEBeYTIfiMIWg8HAGRkZsiM0e/Zsi+eF9EzrLOrq6uQtLAMGDNDNAdDZHBISEizmzmbWV2fRHPYPhbM5zJo1y2rfOHPmDB87dozr6+utthd3dv78eXkL/P/+9z/ZCXK0oCgtLeWLFy/yvn37eNeuXXzhwoUWOx7uQssc1DuB7rnnHllI6KnT6GwW5s/mHzx4UP5Zb8dNLbaJ5lcxDQYD5+fn8+HDh7mmpsbmM9vuSMv9o7KykjMzM3nq1KkcGxvLc+bM4ffff58vXrzYIevijIaGBr7hhhtYCMGrV6+2uY7qd0NycrK8Td7e79IrLXNQeWsf01P6Va2BQttD1NbW8oQJE1gIwYsWLeKKiooW3//PP//w008/zT179uTBgwfz3r17mVl/nQJbtMpCvRXos88+49jYWLcfuKY5Z3PYs2cPM7v/M9itodU2ofcstNomzL8g1Uz0lI3RaOTXX3+dExISrL7st27d2uZOtJ7W3ZzWOTAzv/POOyyE4B49eujiSrZKiyyaFxF6/D7Vepswz0Rvx4r22D+MRqNu1t/c0aNHOTY2Vt6lY28dXnnlFRZCcEpKCjPb3wf0uG8wa5uD+pq39jE9qe5oCQptD9DU1MQ1NTXylrWoqCjes2fPVQ/mx44dk6P+PfXUUx3U2vbVHlkYjUa3Hwm0OWwTJshCgRwsGY1G2XluaGiw+LJvTSe6eW567SxoncO5c+d45cqVurkyY07rLPRYUDEjB3NaZ2HrJKVeVFZWXvXOpeZTGqp56fmES3Na51BbW4s+pgdDoe1BTp06JQevuummm1o1ONMbb7zBQihD7xsMBl3f1mMOWSiQgwmyUCAH+1rbiVbvdqmurubffvutw9vZ3hzJ4ddff7X5eb3DNqFADibIwpr6nbBq1SoWQnBiYqLVMmbm1157jdPT0z3qGGGuLTls3rxZ99+l6E9cHQptD/PFF1/Ieetuu+02u3P6qge5rKwsFkKZx85gMOj2DKMtyEKBHEyQhQI52NdSJ3rnzp1yeXl5OcfHx3N4eDjn5ua6qrntxpEcfvjhB1c1t11hm1AgBxNkYUld33Xr1lkUmOZX8NX5oadPn86VlZUuaWd788Yc0J9oGQptD1NbW8vr1q1jPz8/udEXFBRYzXms3vaya9cuFkLwjBkzXNbm9oIsFMjBBFkokEPL7HWip0yZwl9//TVXVlZyfHw8C6FMzePucyI7CjmYIAsFcjBBFtbUueQTExMt8lm4cKHuBkh0hjflgP5Ey1Boe6DKykp+5ZVX5EZ/4403clZWls0piBISElgIwS+88IKu5vlsLWShQA4myEKBHFpmrxM9efJkHjduHAsh2N/fXxdzATsDOZggCwVyMEEWCjWHNWvWsBCCH3jgAblMLS779++PHDw0B/Qn7EOh7aGqqqr4rbfe4muuuYaFUOa5mzdvHufl5XFBQQGfOHFCTsMyfPhwjz7TiiwUyMEEWSiQQ8vMO9Hbt29nX19fOd/pgAEDuKCgwIWt6zjIwQRZKJCDCbIwPX/8+uuvsxCCH330UWY23SbticWlLd6cA/oTtqHQ9mBGo5H37t3LAQEBLIQyr6mPjw/7+fnJHSE0NJT//PNPVze13SELBXIwQRYK5NAydUAjZubrr7+ehRDcr18/XU1dpQXkYIIsFMjBBFko1IGuFi1axCkpKR5fXNrjrTmgP2ENhbYXKCoq4hdffJGnTZvG3bt3ZyEEjx07llNTU7moqMjVzetQyEKBHEyQhQI5WFNvaSsvL+c77rhDXqHyts4zcjBBFgrkYIIsTNauXctCCHkLsTcUl7Z4ew7oT5gIZmYCj9fY2EidOnWiwsJCMhqNFB4eTg0NDdS9e3dXN63DIQsFcjBBFgrkYK26uppmz55N2dnZNGDAAMrNzaXhw4e7ulkdDjmYIAsFcjDx9iyYmYQQtHbtWnrmmWeIiKhv376Ul5dHI0aMcHHrOg5yMEF/QoFC20uoO7/6363+WQjh4pZ1PGShQA4myEKBHKxdvHiRIiIiqHPnznTkyBGv6jybQw4myEKBHEyQheLw4cM0ceJE8vHxoePHj3tdcalCDuhPqFBoAwAAtKCwsJB8fHwoJCTE1U1xKeRggiwUyMEEWSi+++47CgwMpGHDhrm6KS6FHIAIhTYAAAAAAACApnxc3QAAAAAAAAAAT4JCGwAAAAAAAEBDKLQBAAAAAAAANIRCGwAAAAAAAEBDKLQBAAAAAAAANIRCGwAAAAAAAEBDKLQBAAAAAAAANIRCGwAAAAAAAEBDKLQBAADArri4OBJCWPwUFxe7ulkAAABuDYU2AACABwkJCbEqjB35iYuLc/WqAAAA6BYKbQAAAAAAAAANdXZ1AwAAAMB93X333RQTE2PxWu/evV3TGAAAAJ1AoQ0AAOBBUlJSqLy83Or1qqoqysjIsHp9wYIFNgvn8PBwIiJ65JFHtG8kAACAhxPMzK5uBAAAALSv4uJiCg0NtXq9qKiIQkJCOr5BAAAAHgzPaAMAAIBdrRl1/MCBA1bvSU5OlstmzZpFAwcOpJ49e9KoUaNo7dq1VFtbKz/f0NBA7733Ho0bN4569+5NvXv3pokTJ1J6ejo1NTVdtY11dXWUkZFBc+fOpdDQUOrVqxf5+vpSUFAQzZkzhz7++GNqbGzUMhYAAIAW4Yo2AACAF3D0inZcXBwdPHiwxc8cOHCApk6davGepKQkCgoKoldffZVsdTUmTZpEe/fupYaGBpo1axbl5uba/Pfnzp1Ln376KQkhbC7//vvvKTExkS5cuGB3HYiIoqOjKSsriyIiIlp8HwAAgBbwjDYAAABobvfu3VRWVmZ3+aFDh+jpp5+mM2fO2C2yiYg+++wzmj59OqWlpVkt27lzJ82bN69VV73z8/NpwoQJdOTIERo6dGjrVgIAAMBBuHUcAAAANKcW2WPHjqWFCxfSyJEjrd7z/vvvU05ODgkhaObMmZSSkkLXXXed1fs2btxo9dq5c+coMTHRqsiOiIigBx98kJKSkqyu4JeXl9M999xj8wo7AACAlnBFGwAAANpFWloabd68mYQQVFNTQ1FRUVbPdxMRffjhh5SYmEhEROfPn6ehQ4eS0WiUy3///XeqqKigvn37ytdWrVpF1dXVFr/nxRdfpBUrVpCPj3Idob6+nubPn087duyQ7zl27Bjt2rWLEhIStFxVAAAAC7iiDQAAAJrr2rUrrVmzRj5b7evrSzfffLPV+2JjY2WRTUQ0ZMgQmjRpktX7zp49K//MzJSVlWWxPDg4mF5++WVZZBMRdenShVasWGH1uz7//PM2rw8AAEBb4Io2AAAAaC42NtbiCjQRUUBAgNX7pk+fbvXaoEGDrF6rqqqSfy4uLqZ///3XYvnZs2ctiuyW/Pjjj616HwAAgKNwRRsAAAA0FxgYaPVa9+7dW/W+rl27Wr1m/iz2f//951TbSkpKnPo8AADA1aDQBgAAAM3ZKqptTdFl633t7cqVKx3+bwIAgHfBreMAAACgK/7+/lavBQUF0ezZs13QGgAAAGsotAEAAEBXgoODyd/f3+I57cuXL9Pq1aupW7duV/18Y2NjezYPAAAAt44DAACAvgghaNasWRavVVRU0P3330+XLl2y+ZnS0lLasmULTZkyhbZt29b+jQQAAK+GK9oAAACgO8899xxlZmZSTU2NfC0rK4v27dtHcXFxNHjwYBJCUGlpKZ04cYJOnjwpB1RbsGCBq5oNAABeAoU2AAAA6E5wcDBlZmbSvHnzLEYkr66upj179riwZQAAALh1HAAAAHRqzpw5lJ2dTUFBQa3+TFhYGEVERLRjqwAAAHBFGwAAAHRs2rRpdPr0adq5cyft3r2bfvrpJyopKaErV65Qjx49yN/fnyIjI2n8+PE0ffp0Gj9+vKubDAAAXkAwM7u6EQAAAAAAAACeAreOAwAAAAAAAGgIhTYAAAAAAACAhlBoAwAAAAAAAGgIhTYAAAAAAACAhlBoAwAAAAAAAGgIhTYAAAAAAACAhlBoAwAAAAAAAGgIhTYAAAAAAACAhlBoAwAAAAAAAGgIhTYAAAAAAACAhlBoAwAAAAAAAGgIhTYAAAAAAACAhlBoAwAAAAAAAGgIhTYAAAAAAACAhlBoAwAAAAAAAGjo/6y+WgZ+uZoLAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plot saved to: C:\\Users\\magda\\Master_Thesis\\Microwave_radiometer\\2024-05\\2024-05-23\\wind_speed_diurnal.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Define heights and corresponding variable names\n",
    "heights = ['2', '2.99', '4.47', '6.69', '10']\n",
    "sdry_vars = [f'Dry_Static_Energy_{h}' for h in heights]\n",
    "qv_vars = [f'qv_{h}m' for h in heights]\n",
    "# Mapping of wind speed columns\n",
    "wind_speed_cols = {\n",
    "    'WS_ms_D15008_Avg': '2 m',\n",
    "    'WS_ms_D15014_Avg': '4.47 m',\n",
    "    'WS_ms_D15463_Avg': '10 m'\n",
    "}\n",
    "\n",
    "# 1) Diurnal Variation of Dry Static Energy (s_dry / c_p)\n",
    "# ------------------------------------------------------------\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "for h, var in zip(heights, sdry_vars):\n",
    "    ax.plot(\n",
    "        filtered_df['Time'],\n",
    "        filtered_df[var],\n",
    "        label=f'{h} m',\n",
    "        linewidth=1.5\n",
    "    )\n",
    "\n",
    "# Title and labels\n",
    "ax.set_title('Diurnal Variation of Dry Static Energy (s$_{dry}/c_p$)',\n",
    "             fontsize=20, fontweight='bold')\n",
    "ax.set_xlabel('Time', fontsize=20, fontweight='bold')\n",
    "ax.set_ylabel('Dry Static Energy (K)', fontsize=20, fontweight='bold')\n",
    "\n",
    "# Thicken spines\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "\n",
    "# Tick formatting\n",
    "ax.tick_params(axis='both', which='major', labelsize=18, width=1.5, length=6)\n",
    "ax.tick_params(axis='both', which='minor', width=1.0, length=4)\n",
    "\n",
    "# X‐axis date formatting: every 2 hours\n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "ax.xaxis.set_major_locator(mdates.HourLocator(interval=2))\n",
    "ax.xaxis.set_minor_locator(mdates.MinuteLocator(interval=30))\n",
    "\n",
    "# Grid styling\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "ax.grid(True, which='minor', linestyle=':', linewidth=0.5, alpha=0.5)\n",
    "\n",
    "# Legend\n",
    "legend = ax.legend(title='Measurement Height', fontsize=14, title_fontsize=14, frameon=True)\n",
    "legend.get_frame().set_linewidth(1.5)\n",
    "\n",
    "# Rotate x‐tick labels\n",
    "plt.xticks(rotation=45)\n",
    "\n",
    "plt.tight_layout()\n",
    "\n",
    "# Save figure\n",
    "output_path = os.path.join(folder_path, 'dry_static_energy_diurnal.png')\n",
    "plt.savefig(output_path, dpi=300,bbox_inches='tight')\n",
    "print(f\"Plot saved to: {output_path}\")\n",
    "\n",
    "plt.show()\n",
    "\n",
    "\n",
    "# ------------------------------------------------------------\n",
    "# 2) Diurnal Variation of Specific Humidity (q_v)\n",
    "# ------------------------------------------------------------\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "for h, var in zip(heights, qv_vars):\n",
    "    ax.plot(\n",
    "        filtered_df['Time'],\n",
    "        filtered_df[var],\n",
    "        label=f'{h} m',\n",
    "        linewidth=1.5\n",
    "    )\n",
    "\n",
    "# Title and labels\n",
    "ax.set_title('Diurnal Variation of Specific Humidity (q$_v$)',\n",
    "             fontsize=20, fontweight='bold')\n",
    "ax.set_xlabel('Time', fontsize=20, fontweight='bold')\n",
    "ax.set_ylabel('Specific Humidity (g/kg)', fontsize=20, fontweight='bold')\n",
    "\n",
    "# Thicken spines\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "\n",
    "# Tick formatting\n",
    "ax.tick_params(axis='both', which='major', labelsize=18, width=1.5, length=6)\n",
    "ax.tick_params(axis='both', which='minor', width=1.0, length=4)\n",
    "\n",
    "# X‐axis date formatting: every 2 hours\n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "ax.xaxis.set_major_locator(mdates.HourLocator(interval=2))\n",
    "ax.xaxis.set_minor_locator(mdates.MinuteLocator(interval=30))\n",
    "\n",
    "# Grid styling\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "ax.grid(True, which='minor', linestyle=':', linewidth=0.5, alpha=0.5)\n",
    "\n",
    "# Legend\n",
    "legend = ax.legend(title='Measurement Height', fontsize=14, title_fontsize=14, frameon=True)\n",
    "legend.get_frame().set_linewidth(1.5)\n",
    "\n",
    "# Rotate x‐tick labels\n",
    "plt.xticks(rotation=45)\n",
    "\n",
    "plt.tight_layout()\n",
    "\n",
    "# Save figure\n",
    "output_path = os.path.join(folder_path, 'specific_humidity_diurnal.png')\n",
    "plt.savefig(output_path, dpi=300,bbox_inches='tight')\n",
    "print(f\"Plot saved to: {output_path}\")\n",
    "\n",
    "plt.show()\n",
    "\n",
    "\n",
    "# ------------------------------------------------------------\n",
    "# 3) Diurnal Variation of Virtual Dry Static Energy (s_{dry,v}/c_p)\n",
    "# ------------------------------------------------------------\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "for h in heights:\n",
    "    col = f'Virtual_Dry_Static_Energy_{h}'\n",
    "    ax.plot(\n",
    "        filtered_df['Time'],\n",
    "        filtered_df[col],\n",
    "        label=f'{h} m',\n",
    "        linewidth=1.5\n",
    "    )\n",
    "\n",
    "# Title and labels\n",
    "ax.set_title('Diurnal Variation of Virtual Dry Static Energy (s$_{dry,v}/c_p$)',\n",
    "             fontsize=20, fontweight='bold')\n",
    "ax.set_xlabel('Time', fontsize=20, fontweight='bold')\n",
    "ax.set_ylabel('Virtual Dry Static Energy (K)', fontsize=20, fontweight='bold')\n",
    "\n",
    "# Thicken spines\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "\n",
    "# Tick formatting\n",
    "ax.tick_params(axis='both', which='major', labelsize=18, width=1.5, length=6)\n",
    "ax.tick_params(axis='both', which='minor', width=1.0, length=4)\n",
    "\n",
    "# X‐axis date formatting: every 2 hours\n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "ax.xaxis.set_major_locator(mdates.HourLocator(interval=2))\n",
    "ax.xaxis.set_minor_locator(mdates.MinuteLocator(interval=30))\n",
    "\n",
    "# Grid styling\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "ax.grid(True, which='minor', linestyle=':', linewidth=0.5, alpha=0.5)\n",
    "\n",
    "# Legend\n",
    "legend = ax.legend(title='Measurement Height', fontsize=14, title_fontsize=14, frameon=True)\n",
    "legend.get_frame().set_linewidth(1.5)\n",
    "\n",
    "# Rotate x‐tick labels\n",
    "plt.xticks(rotation=45)\n",
    "\n",
    "plt.tight_layout()\n",
    "\n",
    "# Save figure\n",
    "output_path = os.path.join(folder_path, 'virtual_dry_static_energy_diurnal.png')\n",
    "plt.savefig(output_path, dpi=300,bbox_inches='tight')\n",
    "print(f\"Plot saved to: {output_path}\")\n",
    "\n",
    "plt.show()\n",
    "\n",
    "\n",
    "# ------------------------------------------------------------\n",
    "# 4) Diurnal Variation of Wind Speed at Different Heights\n",
    "# ------------------------------------------------------------\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "for col, label in wind_speed_cols.items():\n",
    "    ax.plot(\n",
    "        filtered_df['Time'],\n",
    "        filtered_df[col],\n",
    "        label=f'{label}',\n",
    "        linewidth=1.5\n",
    "    )\n",
    "\n",
    "# Title and labels\n",
    "ax.set_title('Diurnal Variation of Wind Speed',\n",
    "             fontsize=20, fontweight='bold')\n",
    "ax.set_xlabel('Time', fontsize=20, fontweight='bold')\n",
    "ax.set_ylabel('Wind Speed (m/s)', fontsize=20, fontweight='bold')\n",
    "\n",
    "# Thicken spines\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "\n",
    "# Tick formatting\n",
    "ax.tick_params(axis='both', which='major', labelsize=18, width=1.5, length=6)\n",
    "ax.tick_params(axis='both', which='minor', width=1.0, length=4)\n",
    "\n",
    "# X‐axis date formatting: every 2 hours\n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "ax.xaxis.set_major_locator(mdates.HourLocator(interval=2))\n",
    "ax.xaxis.set_minor_locator(mdates.MinuteLocator(interval=30))\n",
    "\n",
    "# Grid styling\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "ax.grid(True, which='minor', linestyle=':', linewidth=0.5, alpha=0.5)\n",
    "\n",
    "# Legend\n",
    "legend = ax.legend(title='Measurement Height', fontsize=14, title_fontsize=14, frameon=True)\n",
    "legend.get_frame().set_linewidth(1.5)\n",
    "\n",
    "# Rotate x‐tick labels\n",
    "plt.xticks(rotation=45)\n",
    "\n",
    "plt.tight_layout()\n",
    "\n",
    "# Save figure\n",
    "output_path = os.path.join(folder_path, 'wind_speed_diurnal.png')\n",
    "plt.savefig(output_path, dpi=300,bbox_inches='tight')\n",
    "print(f\"Plot saved to: {output_path}\")\n",
    "\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "id": "64dddb33",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\magda\\AppData\\Local\\Temp\\ipykernel_13316\\1500700661.py:12: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  filtered_df[lapse_col] = (filtered_df[col2] - filtered_df[col1]) / dz\n",
      "C:\\Users\\magda\\AppData\\Local\\Temp\\ipykernel_13316\\1500700661.py:12: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  filtered_df[lapse_col] = (filtered_df[col2] - filtered_df[col1]) / dz\n",
      "C:\\Users\\magda\\AppData\\Local\\Temp\\ipykernel_13316\\1500700661.py:12: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  filtered_df[lapse_col] = (filtered_df[col2] - filtered_df[col1]) / dz\n",
      "C:\\Users\\magda\\AppData\\Local\\Temp\\ipykernel_13316\\1500700661.py:12: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  filtered_df[lapse_col] = (filtered_df[col2] - filtered_df[col1]) / dz\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plot saved to: C:\\Users\\magda\\Master_Thesis\\Microwave_radiometer\\2024-05\\2024-05-23\\lapse_rate_sdryv_diurnal.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Define measurement heights in meters\n",
    "height_levels = [2, 2.99, 4.47, 6.69, 10]\n",
    "height_pairs = list(zip(height_levels[:-1], height_levels[1:]))\n",
    "\n",
    "# Calculate vertical gradients (lapse rates) of s_{dry,v}/c_p between levels\n",
    "for h1, h2 in height_pairs:\n",
    "    col1 = f'Virtual_Dry_Static_Energy_{h1}'\n",
    "    col2 = f'Virtual_Dry_Static_Energy_{h2}'\n",
    "    lapse_col = f'Lapse_sdryv_{h1}-{h2}_Kperm'\n",
    "    \n",
    "    dz = h2 - h1  # height difference in meters\n",
    "    filtered_df[lapse_col] = (filtered_df[col2] - filtered_df[col1]) / dz\n",
    "\n",
    "# Plot the lapse rates\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "for h1, h2 in height_pairs:\n",
    "    lapse_col = f'Lapse_sdryv_{h1}-{h2}_Kperm'\n",
    "    ax.plot(filtered_df['Time'], filtered_df[lapse_col], label=f'{h1}-{h2} m', linewidth=1.5)\n",
    "\n",
    "# Formatting\n",
    "ax.set_title('Vertical Gradient of Virtual Dry Static Energy (ds$_{dry,v}$/dz)', fontsize=20, fontweight='bold')\n",
    "ax.set_xlabel('Time', fontsize=20, fontweight='bold')\n",
    "ax.set_ylabel('Gradient (K/m)', fontsize=20, fontweight='bold')\n",
    "\n",
    "# Thicken spines\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "ax.xaxis.set_major_locator(mdates.HourLocator(interval=2))\n",
    "ax.xaxis.set_minor_locator(mdates.MinuteLocator(interval=30))\n",
    "ax.tick_params(axis='both', which='major', labelsize=18, width=1.5, length=6)\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "ax.legend(title='Layer', fontsize=14, title_fontsize=14, frameon=True)\n",
    "plt.xticks(rotation=45)\n",
    "plt.tight_layout()\n",
    "\n",
    "# Save figure\n",
    "output_path = os.path.join(folder_path, 'lapse_rate_sdryv_diurnal.png')\n",
    "plt.savefig(output_path, dpi=300, bbox_inches='tight')\n",
    "print(f\"Plot saved to: {output_path}\")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "id": "e4d86a57",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\magda\\AppData\\Local\\Temp\\ipykernel_13316\\1374250140.py:12: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  filtered_df[lapse_col] = (filtered_df[col2] - filtered_df[col1]) / dz\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plot saved to: C:\\Users\\magda\\Master_Thesis\\Microwave_radiometer\\2024-05\\2024-05-23\\lapse_rate_sdryv_diurnal.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Define measurement heights in meters\n",
    "height_levels = [2, 2.99, 4.47, 6.69, 10]\n",
    "height_pairs = list(zip(height_levels[:-1], height_levels[1:]))\n",
    "\n",
    "# Calculate vertical gradients (lapse rates) of s_{dry,v}/c_p between levels\n",
    "for h1, h2 in height_pairs:\n",
    "    col1 = f'Virtual_Dry_Static_Energy_{h1}'\n",
    "    col2 = f'Virtual_Dry_Static_Energy_{h2}'\n",
    "    lapse_col = f'Lapse_sdryv_{h1}-{h2}_Kperm'\n",
    "    \n",
    "    dz = h2 - h1  # height difference in meters\n",
    "    filtered_df[lapse_col] = (filtered_df[col2] - filtered_df[col1]) / dz\n",
    "\n",
    "# Plot the lapse rates\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "for h1, h2 in height_pairs:\n",
    "    lapse_col = f'Lapse_sdryv_{h1}-{h2}_Kperm'\n",
    "\n",
    "    # Plot curve and grab its assigned color\n",
    "    line, = ax.plot(filtered_df['Time'], filtered_df[lapse_col],\n",
    "                    label=f'{h1}-{h2} m', linewidth=1.5)\n",
    "    color = line.get_color()\n",
    "\n",
    "    # ---- Find zero-crossings for this gradient ----\n",
    "    grad = filtered_df[lapse_col].to_numpy()\n",
    "    time_vals = filtered_df['Time'].to_numpy()\n",
    "    sign = np.sign(grad)\n",
    "\n",
    "    # zero-crossings = where sign changes between consecutive points\n",
    "    zc_idx = np.where(sign[1:] * sign[:-1] < 0)[0] + 1\n",
    "    zc_times = time_vals[zc_idx]\n",
    "\n",
    "    # Draw vertical lines in the same color as the curve\n",
    "    for t in zc_times:\n",
    "        ax.axvline(t, color=color, linestyle='--', alpha=0.9, linewidth=1)\n",
    "\n",
    "# Formatting\n",
    "ax.set_title('Vertical Gradient of Virtual Dry Static Energy (ds$_{dry,v}$/dz)', fontsize=20, fontweight='bold')\n",
    "ax.set_xlabel('Time', fontsize=20, fontweight='bold')\n",
    "ax.set_ylabel('Gradient (K/m)', fontsize=20, fontweight='bold')\n",
    "\n",
    "# Thicken spines\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "\n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "ax.xaxis.set_major_locator(mdates.HourLocator(interval=2))\n",
    "ax.xaxis.set_minor_locator(mdates.MinuteLocator(interval=30))\n",
    "ax.tick_params(axis='both', which='major', labelsize=18, width=1.5, length=6)\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "\n",
    "ax.legend(title='Layer', fontsize=14, title_fontsize=14, frameon=True)\n",
    "plt.xticks(rotation=45)\n",
    "plt.tight_layout()\n",
    "\n",
    "# Save figure\n",
    "output_path = os.path.join(folder_path, 'lapse_rate_sdryv_diurnal.png')\n",
    "plt.savefig(output_path, dpi=300, bbox_inches='tight')\n",
    "print(f\"Plot saved to: {output_path}\")\n",
    "\n",
    "plt.show()\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "id": "5e4d465b",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plot saved to: C:\\Users\\magda\\Master_Thesis\\Microwave_radiometer\\2024-05\\2024-05-23\\longwave_radiation_diurnal.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plot saved to: C:\\Users\\magda\\Master_Thesis\\Microwave_radiometer\\2024-05\\2024-05-23\\shortwave_radiation_diurnal.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plot saved to: C:\\Users\\magda\\Master_Thesis\\Microwave_radiometer\\2024-05\\2024-05-23\\radiation_diurnal.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 1) Longwave Radiation (LW) Over Time\n",
    "# ------------------------------------------------------------\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "# Plot downward, upward, and net LW with thicker lines\n",
    "ax.plot(\n",
    "    filtered_df['Time'],\n",
    "    filtered_df['IR20Dn'],\n",
    "    label='LW↓ (Downward)',\n",
    "    color='blue',\n",
    "    linewidth=2.0\n",
    ")\n",
    "ax.plot(\n",
    "    filtered_df['Time'],\n",
    "    filtered_df['IR20Up'],\n",
    "    label='LW↑ (Upward)',\n",
    "    color='orange',\n",
    "    linewidth=2.0\n",
    ")\n",
    "ax.plot(\n",
    "    filtered_df['Time'],\n",
    "    filtered_df['NetRl'],\n",
    "    label='LW$_{net}$ (Net)',\n",
    "    color='green',\n",
    "    linewidth=2.0\n",
    ")\n",
    "\n",
    "# Title and labels in bold\n",
    "ax.set_title('Longwave Radiation (LW) vs. Time', fontsize=20, fontweight='bold')\n",
    "ax.set_xlabel('Time', fontsize=20, fontweight='bold')\n",
    "ax.set_ylabel('Radiation (W/m²)', fontsize=20, fontweight='bold')\n",
    "\n",
    "# Thicken all spines\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "\n",
    "# Tick parameters for major and minor ticks\n",
    "ax.tick_params(axis='both', which='major', labelsize=18, width=1.5, length=6)\n",
    "ax.tick_params(axis='both', which='minor', width=1.0, length=4)\n",
    "\n",
    "# X‐axis formatting: show HH:MM every 2 hours, minor ticks every 30 minutes\n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "ax.xaxis.set_major_locator(mdates.HourLocator(interval=2))\n",
    "ax.xaxis.set_minor_locator(mdates.MinuteLocator(interval=30))\n",
    "\n",
    "# Rotate x‐tick labels for readability\n",
    "plt.xticks(rotation=45)\n",
    "\n",
    "# Grid styling: dashed major, dotted minor\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "ax.grid(True, which='minor', linestyle=':', linewidth=0.5, alpha=0.5)\n",
    "\n",
    "# Legend styling\n",
    "legend = ax.legend(fontsize=14, title='LW Components', title_fontsize=14, frameon=True)\n",
    "legend.get_frame().set_linewidth(1.5)\n",
    "\n",
    "# Y‐axis tick label size\n",
    "ax.tick_params(axis='y', labelsize=18)\n",
    "\n",
    "plt.tight_layout()\n",
    "\n",
    "# Save figure\n",
    "lw_output = os.path.join(folder_path, 'longwave_radiation_diurnal.png')\n",
    "plt.savefig(lw_output, dpi=300,bbox_inches='tight')\n",
    "print(f\"Plot saved to: {lw_output}\")\n",
    "\n",
    "plt.show()\n",
    "\n",
    "\n",
    "# ------------------------------------------------------------\n",
    "# 2) Shortwave Radiation (SW) Over Time\n",
    "# ------------------------------------------------------------\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "# Plot downward, upward, and net SW with thicker lines\n",
    "ax.plot(\n",
    "    filtered_df['Time'],\n",
    "    filtered_df['SR15D1Dn_Irr'],\n",
    "    label='SW↓ (Downward)',\n",
    "    color='purple',\n",
    "    linewidth=2.0\n",
    ")\n",
    "ax.plot(\n",
    "    filtered_df['Time'],\n",
    "    filtered_df['SR15D1Up_Irr'],\n",
    "    label='SW↑ (Upward)',\n",
    "    color='red',\n",
    "    linewidth=2.0\n",
    ")\n",
    "ax.plot(\n",
    "    filtered_df['Time'],\n",
    "    filtered_df['NetRs'],\n",
    "    label='SW$_{net}$ (Net)',\n",
    "    color='darkgreen',\n",
    "    linewidth=2.0\n",
    ")\n",
    "\n",
    "# Title and labels in bold\n",
    "ax.set_title('Shortwave Radiation (SW) vs. Time', fontsize=20, fontweight='bold')\n",
    "ax.set_xlabel('Time', fontsize=20, fontweight='bold')\n",
    "ax.set_ylabel('Radiation (W/m²)', fontsize=20, fontweight='bold')\n",
    "\n",
    "# Thicken all spines\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "\n",
    "# Tick parameters\n",
    "ax.tick_params(axis='both', which='major', labelsize=18, width=1.5, length=6)\n",
    "ax.tick_params(axis='both', which='minor', width=1.0, length=4)\n",
    "\n",
    "# X‐axis formatting: every 2 hours\n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "ax.xaxis.set_major_locator(mdates.HourLocator(interval=2))\n",
    "ax.xaxis.set_minor_locator(mdates.MinuteLocator(interval=30))\n",
    "\n",
    "# Rotate x‐tick labels\n",
    "plt.xticks(rotation=45)\n",
    "\n",
    "# Grid styling\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "ax.grid(True, which='minor', linestyle=':', linewidth=0.5, alpha=0.5)\n",
    "\n",
    "# Legend styling\n",
    "legend = ax.legend(fontsize=14, title='SW Components', title_fontsize=14, frameon=True)\n",
    "legend.get_frame().set_linewidth(1.5)\n",
    "\n",
    "# Y‐axis tick label size\n",
    "ax.tick_params(axis='y', labelsize=18)\n",
    "\n",
    "plt.tight_layout()\n",
    "\n",
    "# Save figure\n",
    "sw_output = os.path.join(folder_path, 'shortwave_radiation_diurnal.png')\n",
    "plt.savefig(sw_output, dpi=300,bbox_inches='tight')\n",
    "print(f\"Plot saved to: {sw_output}\")\n",
    "\n",
    "plt.show()\n",
    "# 3)Radiation Over Time\n",
    "# ------------------------------------------------------------\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "# Scatter for measured Net_Rad (negative)\n",
    "ax.plot(\n",
    "    filtered_df['Time'],\n",
    "    filtered_df['Net_Radiation_10min'],\n",
    "    label='F$_{net}$ (Net)',\n",
    "\n",
    "    color='red',\n",
    "    linewidth=2.0\n",
    ")\n",
    "ax.plot(\n",
    "    filtered_df['Time'],\n",
    "    filtered_df['NetRl'],\n",
    "    label='LW$_{net}$ (Net)',\n",
    "    color='green',\n",
    "    linewidth=2.0\n",
    ")\n",
    "ax.plot(\n",
    "    filtered_df['Time'],\n",
    "    filtered_df['NetRs'],\n",
    "    label='SW$_{net}$ (Net)',\n",
    "    color='blue',\n",
    "    linewidth=2.0\n",
    ")\n",
    "\n",
    "# Title and labels in bold\n",
    "ax.set_title('Net Radiation vs. Time', fontsize=20, fontweight='bold')\n",
    "ax.set_xlabel('Time', fontsize=20, fontweight='bold')\n",
    "ax.set_ylabel('Radiation (W/m²)', fontsize=20, fontweight='bold')\n",
    "\n",
    "# Thicken all spines\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "\n",
    "# Tick parameters\n",
    "ax.tick_params(axis='both', which='major', labelsize=18, width=1.5, length=6)\n",
    "ax.tick_params(axis='both', which='minor', width=1.0, length=4)\n",
    "\n",
    "# X‐axis formatting: every 2 hours\n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "ax.xaxis.set_major_locator(mdates.HourLocator(interval=2))\n",
    "ax.xaxis.set_minor_locator(mdates.MinuteLocator(interval=30))\n",
    "\n",
    "# Rotate x‐tick labels\n",
    "plt.xticks(rotation=45)\n",
    "\n",
    "# Grid styling\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "ax.grid(True, which='minor', linestyle=':', linewidth=0.5, alpha=0.5)\n",
    "\n",
    "# Legend styling\n",
    "legend = ax.legend(fontsize=14, title='Components', title_fontsize=14, frameon=True)\n",
    "legend.get_frame().set_linewidth(1.5)\n",
    "\n",
    "# Y‐axis tick label size\n",
    "ax.tick_params(axis='y', labelsize=18)\n",
    "\n",
    "plt.tight_layout()\n",
    "\n",
    "# Save figure\n",
    "sw_output = os.path.join(folder_path, 'radiation_diurnal.png')\n",
    "plt.savefig(sw_output, dpi=300,bbox_inches='tight')\n",
    "print(f\"Plot saved to: {sw_output}\")\n",
    "\n",
    "plt.show()\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "id": "87abbd8f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plot saved to: C:\\Users\\magda\\Master_Thesis\\Microwave_radiometer\\2024-05\\2024-05-23\\diurnal_tau.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#print(filtered_df['tau_xz_corr'])\n",
    "#tau_yz_corr\n",
    "#tau_xy_corr'])\n",
    "# 1) Diurnal Variation of Sensible Heat Flux (SHF)\n",
    "# ------------------------------------------------------------\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "# Plot measured SHF\n",
    "ax.plot(\n",
    "    filtered_df['Time'],\n",
    "    filtered_df['tau_xz_corr'],\n",
    "    marker='o',\n",
    "    linestyle='-',\n",
    "    markersize=4,\n",
    "    linewidth=1.5,\n",
    "    alpha=0.8,\n",
    "    color='green',\n",
    "    label='${\\\\tau}_{xz}$'\n",
    ")\n",
    "\n",
    "# Plot bulk‐estimate SHF\n",
    "ax.plot(\n",
    "    filtered_df['Time'],\n",
    "    filtered_df['tau_yz_corr'],\n",
    "    marker='s',\n",
    "    linestyle='--',\n",
    "    markersize=4,\n",
    "    linewidth=1.5,\n",
    "    alpha=0.8,\n",
    "    color='red',\n",
    "    label='${\\\\tau}_{yz}$'\n",
    ")\n",
    "# Plot bulk‐estimate SHF\n",
    "ax.plot(\n",
    "    filtered_df['Time'],\n",
    "    filtered_df['tau_xy_corr'],\n",
    "    marker='x',\n",
    "    linestyle='--',\n",
    "    markersize=4,\n",
    "    linewidth=1.5,\n",
    "    alpha=0.8,\n",
    "    color='blue',\n",
    "    label='${\\\\tau_{xy}}$'\n",
    ")\n",
    "# Title and labels in bold\n",
    "ax.set_title('Diurnal Variation of Momentum Flux', fontsize=20, fontweight='bold')\n",
    "ax.set_xlabel('Time', fontsize=20, fontweight='bold')\n",
    "ax.set_ylabel('Shear stress (Pa)', fontsize=20, fontweight='bold')\n",
    "\n",
    "# Thicken spines\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "\n",
    "# Tick parameters\n",
    "ax.tick_params(axis='both', which='major', labelsize=18, width=1.5, length=6)\n",
    "ax.tick_params(axis='both', which='minor', width=1.0, length=4)\n",
    "\n",
    "# X‐axis formatting: every 2 hours\n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "ax.xaxis.set_major_locator(mdates.HourLocator(interval=2))\n",
    "ax.xaxis.set_minor_locator(mdates.MinuteLocator(interval=30))\n",
    "\n",
    "# Rotate x‐tick labels\n",
    "plt.xticks(rotation=45)\n",
    "\n",
    "# Grid styling\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "ax.grid(True, which='minor', linestyle=':', linewidth=0.5, alpha=0.5)\n",
    "\n",
    "# Legend styling\n",
    "legend = ax.legend(loc='upper left', fontsize=14, frameon=True)\n",
    "legend.get_frame().set_linewidth(1.5)\n",
    "\n",
    "# Show and save\n",
    "plt.tight_layout()\n",
    "shf_path = os.path.join(folder_path, 'diurnal_tau.png')\n",
    "plt.savefig(shf_path, dpi=300,bbox_inches='tight')\n",
    "print(f\"Plot saved to: {shf_path}\")\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "id": "9c217935",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\magda\\AppData\\Local\\Temp\\ipykernel_13316\\3930638213.py:3: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  filtered_df['SHF_sign_match_again'] = np.sign(filtered_df['SHF_bulk']) == np.sign(filtered_df['SHF'])\n",
      "C:\\Users\\magda\\AppData\\Local\\Temp\\ipykernel_13316\\3930638213.py:4: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  filtered_df['LHF_sign_match_again'] = np.sign(filtered_df['LHF_bulk']) == np.sign(filtered_df['LHF'])\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "SHF Sign Agreement Percentage: 92.81%\n",
      "LHF Sign Agreement Percentage: 90.65%\n",
      "Plot saved to: C:\\Users\\magda\\Master_Thesis\\Microwave_radiometer\\2024-05\\2024-05-23\\diurnal_shf.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plot saved to: C:\\Users\\magda\\Master_Thesis\\Microwave_radiometer\\2024-05\\2024-05-23\\diurnal_lhf.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plot saved to: C:\\Users\\magda\\Master_Thesis\\Microwave_radiometer\\2024-05\\2024-05-23\\diurnal_shf_lhf_combined.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "# Assuming Cp and Lv are defined previously in the code as constants\n",
    "# Calculate the sign agreement for SHF and LHF\n",
    "filtered_df['SHF_sign_match_again'] = np.sign(filtered_df['SHF_bulk']) == np.sign(filtered_df['SHF'])\n",
    "filtered_df['LHF_sign_match_again'] = np.sign(filtered_df['LHF_bulk']) == np.sign(filtered_df['LHF'])\n",
    "\n",
    "\n",
    "# Calculate the separate Sign Agreement Percentages for SHF and LHF\n",
    "shf_sign_agreement_percentage = filtered_df['SHF_sign_match'].mean() * 100\n",
    "lhf_sign_agreement_percentage = filtered_df['LHF_sign_match'].mean() * 100\n",
    "\n",
    "# Output the results\n",
    "print(f\"SHF Sign Agreement Percentage: {shf_sign_agreement_percentage:.2f}%\")\n",
    "print(f\"LHF Sign Agreement Percentage: {lhf_sign_agreement_percentage:.2f}%\")\n",
    "\n",
    "# 1) Diurnal Variation of Sensible Heat Flux (SHF)\n",
    "# ------------------------------------------------------------\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "# Plot measured SHF\n",
    "ax.plot(\n",
    "    filtered_df['Time'],\n",
    "    filtered_df['SHF'],\n",
    "    marker='o',\n",
    "    linestyle='-',\n",
    "    markersize=4,\n",
    "    linewidth=1.5,\n",
    "    alpha=0.8,\n",
    "    color='darkorange',\n",
    "    label='SHF (measured)'\n",
    ")\n",
    "\n",
    "# Plot bulk‐estimate SHF\n",
    "ax.plot(\n",
    "    filtered_df['Time'],\n",
    "    filtered_df['SHF_bulk'],\n",
    "    marker='s',\n",
    "    linestyle='--',\n",
    "    markersize=4,\n",
    "    linewidth=1.5,\n",
    "    alpha=0.8,\n",
    "    color='gray',\n",
    "    label='SHF (bulk estimate)'\n",
    ")\n",
    "\n",
    "# Title and labels in bold\n",
    "ax.set_title('Diurnal Variation of Sensible Heat Flux', fontsize=20, fontweight='bold')\n",
    "ax.set_xlabel('Time', fontsize=20, fontweight='bold')\n",
    "ax.set_ylabel('Sensible Heat Flux (W/m²)', fontsize=20, fontweight='bold')\n",
    "\n",
    "# Thicken spines\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "\n",
    "# Tick parameters\n",
    "ax.tick_params(axis='both', which='major', labelsize=18, width=1.5, length=6)\n",
    "ax.tick_params(axis='both', which='minor', width=1.0, length=4)\n",
    "\n",
    "# X‐axis formatting: every 2 hours\n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "ax.xaxis.set_major_locator(mdates.HourLocator(interval=2))\n",
    "ax.xaxis.set_minor_locator(mdates.MinuteLocator(interval=30))\n",
    "\n",
    "# Rotate x‐tick labels\n",
    "plt.xticks(rotation=45)\n",
    "\n",
    "# Grid styling\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "ax.grid(True, which='minor', linestyle=':', linewidth=0.5, alpha=0.5)\n",
    "\n",
    "# Legend styling\n",
    "legend = ax.legend(loc='upper left', fontsize=14, frameon=True)\n",
    "legend.get_frame().set_linewidth(1.5)\n",
    "\n",
    "# Show and save\n",
    "plt.tight_layout()\n",
    "shf_path = os.path.join(folder_path, 'diurnal_shf.png')\n",
    "plt.savefig(shf_path, dpi=300,bbox_inches='tight')\n",
    "print(f\"Plot saved to: {shf_path}\")\n",
    "plt.show()\n",
    "\n",
    "\n",
    "# ------------------------------------------------------------\n",
    "# 2) Diurnal Variation of Latent Heat Flux (LHF)\n",
    "# ------------------------------------------------------------\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "# Plot measured LHF\n",
    "ax.plot(\n",
    "    filtered_df['Time'],\n",
    "    filtered_df['LHF'],\n",
    "    marker='o',\n",
    "    linestyle='-',\n",
    "    markersize=4,\n",
    "    linewidth=1.5,\n",
    "    alpha=0.8,\n",
    "    color='lightskyblue',\n",
    "    label='LHF (measured)'\n",
    ")\n",
    "\n",
    "# Plot bulk‐estimate LHF\n",
    "ax.plot(\n",
    "    filtered_df['Time'],\n",
    "    filtered_df['LHF_bulk'],\n",
    "    marker='s',\n",
    "    linestyle='--',\n",
    "    markersize=4,\n",
    "    linewidth=1.5,\n",
    "    alpha=0.8,\n",
    "    color='gray',\n",
    "    label='LHF (bulk estimate)'\n",
    ")\n",
    "\n",
    "# Title and labels in bold\n",
    "ax.set_title('Diurnal Variation of Latent Heat Flux', fontsize=20, fontweight='bold')\n",
    "ax.set_xlabel('Time', fontsize=20, fontweight='bold')\n",
    "ax.set_ylabel('Latent Heat Flux (W/m²)', fontsize=20, fontweight='bold')\n",
    "\n",
    "# Thicken spines\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "\n",
    "# Tick parameters\n",
    "ax.tick_params(axis='both', which='major', labelsize=18, width=1.5, length=6)\n",
    "ax.tick_params(axis='both', which='minor', width=1.0, length=4)\n",
    "\n",
    "# X‐axis formatting: every 2 hours\n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "ax.xaxis.set_major_locator(mdates.HourLocator(interval=2))\n",
    "ax.xaxis.set_minor_locator(mdates.MinuteLocator(interval=30))\n",
    "\n",
    "# Rotate x‐tick labels\n",
    "plt.xticks(rotation=45)\n",
    "\n",
    "# Grid styling\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "ax.grid(True, which='minor', linestyle=':', linewidth=0.5, alpha=0.5)\n",
    "\n",
    "# Legend styling\n",
    "legend = ax.legend(loc='upper left', fontsize=14,frameon=True)\n",
    "legend.get_frame().set_linewidth(1.5)\n",
    "\n",
    "# Show and save\n",
    "plt.tight_layout()\n",
    "lhf_path = os.path.join(folder_path, 'diurnal_lhf.png')\n",
    "plt.savefig(lhf_path, dpi=300,bbox_inches='tight')\n",
    "print(f\"Plot saved to: {lhf_path}\")\n",
    "plt.show()\n",
    "\n",
    "\n",
    "# ------------------------------------------------------------\n",
    "# 3) Combined Diurnal Variation of SHF and LHF\n",
    "# ------------------------------------------------------------\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "# Plot LHF (measured)\n",
    "ax.plot(\n",
    "    filtered_df['Time'],\n",
    "    filtered_df['LHF'],\n",
    "    marker='o',\n",
    "    linestyle='-',\n",
    "    markersize=4,\n",
    "    linewidth=1.5,\n",
    "    alpha=0.8,\n",
    "    color='lightskyblue',\n",
    "    label='LHF (measured)'\n",
    ")\n",
    "\n",
    "# Plot SHF (measured)\n",
    "ax.plot(\n",
    "    filtered_df['Time'],\n",
    "    filtered_df['SHF'],\n",
    "    marker='s',\n",
    "    linestyle='-',\n",
    "    markersize=4,\n",
    "    linewidth=1.5,\n",
    "    alpha=0.8,\n",
    "    color='darkorange',\n",
    "    label='SHF (measured)'\n",
    ")\n",
    "\n",
    "# Title and labels\n",
    "ax.set_title('Diurnal Variation of SHF and LHF', fontsize=20, fontweight='bold')\n",
    "ax.set_xlabel('Time', fontsize=20, fontweight='bold')\n",
    "ax.set_ylabel('Heat Flux (W/m²)', fontsize=20, fontweight='bold')\n",
    "\n",
    "# Thicken spines\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "\n",
    "# Tick parameters\n",
    "ax.tick_params(axis='both', which='major', labelsize=18, width=1.5, length=6)\n",
    "ax.tick_params(axis='both', which='minor', width=1.0, length=4)\n",
    "\n",
    "# X‐axis formatting: every 2 hours\n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "ax.xaxis.set_major_locator(mdates.HourLocator(interval=2))\n",
    "ax.xaxis.set_minor_locator(mdates.MinuteLocator(interval=30))\n",
    "\n",
    "# Rotate x‐tick labels\n",
    "plt.xticks(rotation=45)\n",
    "\n",
    "# Grid styling\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "ax.grid(True, which='minor', linestyle=':', linewidth=0.5, alpha=0.5)\n",
    "\n",
    "# Legend styling\n",
    "legend = ax.legend(loc='upper left', fontsize=14, frameon=True)\n",
    "legend.get_frame().set_linewidth(1.5)\n",
    "\n",
    "# Show and save\n",
    "plt.tight_layout()\n",
    "combined_path = os.path.join(folder_path, 'diurnal_shf_lhf_combined.png')\n",
    "plt.savefig(combined_path, dpi=300,bbox_inches='tight')\n",
    "print(f\"Plot saved to: {combined_path}\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 104,
   "id": "4f987a3f",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\magda\\AppData\\Local\\Temp\\ipykernel_13316\\3683696869.py:59: FutureWarning: unique with argument that is not not a Series, Index, ExtensionArray, or np.ndarray is deprecated and will raise in a future version.\n",
      "  cross_times = sorted(pd.to_datetime(pd.unique(cross_times)))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plot saved to: C:\\Users\\magda\\Master_Thesis\\Microwave_radiometer\\2024-05\\2024-05-23\\diurnal_shf_lhf_combined.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# ------------------------------------------------------------\n",
    "# 3) Combined Diurnal Variation of SHF and LHF\n",
    "# ------------------------------------------------------------\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "# Plot LHF (measured)\n",
    "ax.plot(\n",
    "    filtered_df['Time'],\n",
    "    filtered_df['LHF'],\n",
    "    marker='o',\n",
    "    linestyle='-',\n",
    "    markersize=4,\n",
    "    linewidth=1.5,\n",
    "    alpha=0.8,\n",
    "    color='lightskyblue',\n",
    "    label='LHF (measured)'\n",
    ")\n",
    "\n",
    "# Plot SHF (measured)\n",
    "ax.plot(\n",
    "    filtered_df['Time'],\n",
    "    filtered_df['SHF'],\n",
    "    marker='s',\n",
    "    linestyle='-',\n",
    "    markersize=4,\n",
    "    linewidth=1.5,\n",
    "    alpha=0.8,\n",
    "    color='darkorange',\n",
    "    label='SHF (measured)'\n",
    ")\n",
    "\n",
    "# --- NEW: add vertical dashed lines where SHF crosses zero ---\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "\n",
    "# Color-match the SHF line you just plotted (last line drawn)\n",
    "shf_color = ax.lines[-1].get_color()\n",
    "\n",
    "t = pd.to_datetime(filtered_df['Time'])\n",
    "y = pd.to_numeric(filtered_df['SHF'], errors='coerce')\n",
    "\n",
    "cross_times = []\n",
    "\n",
    "# Exact zeros count as crossings\n",
    "zero_idxs = y[(~y.isna()) & (y == 0)].index\n",
    "cross_times.extend(t.loc[zero_idxs].tolist())\n",
    "\n",
    "# Sign changes between consecutive points -> linearly interpolate crossing time\n",
    "for i in range(len(y) - 1):\n",
    "    y1, y2 = y.iloc[i], y.iloc[i+1]\n",
    "    if np.isnan(y1) or np.isnan(y2):\n",
    "        continue\n",
    "    if y1 * y2 < 0:  # sign change\n",
    "        frac = -y1 / (y2 - y1)  # position between i and i+1\n",
    "        t0 = t.iloc[i] + (t.iloc[i+1] - t.iloc[i]) * frac\n",
    "        cross_times.append(t0)\n",
    "\n",
    "# De-duplicate and sort (useful if you had exact zeros adjacent to sign changes)\n",
    "cross_times = sorted(pd.to_datetime(pd.unique(cross_times)))\n",
    "\n",
    "# Draw the vertical lines\n",
    "for t0 in cross_times:\n",
    "    ax.axvline(t0, linestyle='--', color=shf_color, linewidth=1.2, alpha=0.9)\n",
    "# --- end NEW ---\n",
    "\n",
    "# Title and labels\n",
    "ax.set_title('Diurnal Variation of SHF and LHF', fontsize=20, fontweight='bold')\n",
    "ax.set_xlabel('Time', fontsize=20, fontweight='bold')\n",
    "ax.set_ylabel('Heat Flux (W/m²)', fontsize=20, fontweight='bold')\n",
    "\n",
    "# Thicken spines\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "\n",
    "# Tick parameters\n",
    "ax.tick_params(axis='both', which='major', labelsize=18, width=1.5, length=6)\n",
    "ax.tick_params(axis='both', which='minor', width=1.0, length=4)\n",
    "\n",
    "# X‐axis formatting: every 2 hours\n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "ax.xaxis.set_major_locator(mdates.HourLocator(interval=2))\n",
    "ax.xaxis.set_minor_locator(mdates.MinuteLocator(interval=30))\n",
    "\n",
    "# Rotate x‐tick labels\n",
    "plt.xticks(rotation=45)\n",
    "# ... your plot code ...\n",
    "ax = plt.gca()  # or use the Axes you already have\n",
    "\n",
    "times = [\"05:20\", \"06:40\", \"14:00\"]\n",
    "\n",
    "# If your x-axis uses datetimes from a pandas index/column:\n",
    "# Use the date(s) present in your data so lines land on the correct day(s).\n",
    "x = getattr(ax.lines[0], \"get_xdata\")() if ax.lines else None\n",
    "if isinstance(x, pd.DatetimeIndex) or (hasattr(x, \"dtype\") and \"datetime64\" in str(x.dtype)):\n",
    "    idx = pd.DatetimeIndex(x)\n",
    "else:\n",
    "    # If you plotted from a DataFrame like df.plot(...), grab that index:\n",
    "    # replace df.index below with your datetime index if different\n",
    "    idx = pd.DatetimeIndex(df.index)\n",
    "\n",
    "for date in idx.normalize().unique():\n",
    "    for t in times:\n",
    "        ax.axvline(pd.to_datetime(f\"{date.date()} {t}\"),\n",
    "                   color=\"black\", linestyle=\"--\", linewidth=1)\n",
    "# Grid styling\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "ax.grid(True, which='minor', linestyle=':', linewidth=0.5, alpha=0.5)\n",
    "\n",
    "# Legend styling\n",
    "legend = ax.legend(loc='upper left', fontsize=14, frameon=True)\n",
    "legend.get_frame().set_linewidth(1.5)\n",
    "\n",
    "# Show and save\n",
    "plt.tight_layout()\n",
    "combined_path = os.path.join(folder_path, 'diurnal_shf_lhf_combined.png')\n",
    "plt.savefig(combined_path, dpi=300, bbox_inches='tight')\n",
    "print(f\"Plot saved to: {combined_path}\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "b45427f5",
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'filtered_df' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[35], line 5\u001b[0m\n\u001b[0;32m      1\u001b[0m fig, ax \u001b[38;5;241m=\u001b[39m plt\u001b[38;5;241m.\u001b[39msubplots(figsize\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m10\u001b[39m, \u001b[38;5;241m6\u001b[39m))\n\u001b[0;32m      3\u001b[0m \u001b[38;5;66;03m# Plot CO₂ concentration with markers and a bold line\u001b[39;00m\n\u001b[0;32m      4\u001b[0m ax\u001b[38;5;241m.\u001b[39mplot(\n\u001b[1;32m----> 5\u001b[0m     filtered_df[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mTime\u001b[39m\u001b[38;5;124m'\u001b[39m],\n\u001b[0;32m      6\u001b[0m     filtered_df[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mPPM_CO2\u001b[39m\u001b[38;5;124m'\u001b[39m],\n\u001b[0;32m      7\u001b[0m     marker\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mo\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[0;32m      8\u001b[0m     markersize\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m4\u001b[39m,\n\u001b[0;32m      9\u001b[0m     linestyle\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m-\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[0;32m     10\u001b[0m     linewidth\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m1.5\u001b[39m,\n\u001b[0;32m     11\u001b[0m     color\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mgreen\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[0;32m     12\u001b[0m     label\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mCO₂ Concentration\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[0;32m     13\u001b[0m )\n\u001b[0;32m     15\u001b[0m \u001b[38;5;66;03m# Title and labels in bold\u001b[39;00m\n\u001b[0;32m     16\u001b[0m ax\u001b[38;5;241m.\u001b[39mset_title(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mCO₂ Concentration Over Time\u001b[39m\u001b[38;5;124m'\u001b[39m, fontsize\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m20\u001b[39m, fontweight\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mbold\u001b[39m\u001b[38;5;124m'\u001b[39m)\n",
      "\u001b[1;31mNameError\u001b[0m: name 'filtered_df' is not defined"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "# Plot CO₂ concentration with markers and a bold line\n",
    "ax.plot(\n",
    "    filtered_df['Time'],\n",
    "    filtered_df['PPM_CO2'],\n",
    "    marker='o',\n",
    "    markersize=4,\n",
    "    linestyle='-',\n",
    "    linewidth=1.5,\n",
    "    color='green',\n",
    "    label='CO₂ Concentration'\n",
    ")\n",
    "\n",
    "# Title and labels in bold\n",
    "ax.set_title('CO₂ Concentration Over Time', fontsize=20, fontweight='bold')\n",
    "ax.set_xlabel('Time', fontsize=20, fontweight='bold')\n",
    "ax.set_ylabel('CO₂ Concentration (ppm)', fontsize=20, fontweight='bold')\n",
    "\n",
    "# Thicken all spines (axis borders)\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "\n",
    "# Tick parameters for major & minor ticks\n",
    "ax.tick_params(axis='both', which='major', labelsize=18, width=1.5, length=6)\n",
    "ax.tick_params(axis='both', which='minor', width=1.0, length=4)\n",
    "\n",
    "# X‐axis formatting: show HH:MM every 2 hours, minor ticks every 30 min\n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "ax.xaxis.set_major_locator(mdates.HourLocator(interval=2))\n",
    "ax.xaxis.set_minor_locator(mdates.MinuteLocator(interval=30))\n",
    "\n",
    "# Rotate x‐tick labels for readability\n",
    "plt.xticks(rotation=45)\n",
    "\n",
    "# Grid styling: dashed major, dotted minor\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "ax.grid(True, which='minor', linestyle=':', linewidth=0.5, alpha=0.5)\n",
    "\n",
    "# (Optional) If you want a legend, uncomment:\n",
    "# legend = ax.legend(loc='upper right', fontsize=12, frameon=True)\n",
    "# legend.get_frame().set_linewidth(1.5)\n",
    "\n",
    "# Tight layout\n",
    "plt.tight_layout()\n",
    "\n",
    "# Save figure\n",
    "co2_output = os.path.join(folder_path, 'co2_concentration_time_series.png')\n",
    "plt.savefig(co2_output, dpi=300,bbox_inches='tight')\n",
    "print(f\"Plot saved to: {co2_output}\")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c6b7dcb0",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "# Plot CO2 flux from both datasets\n",
    "plt.figure(figsize=(12, 6))\n",
    "\n",
    "# Plot merged_data_10min with circles ('o')\n",
    "plt.scatter(merged_data_10min['TIMESTAMP'], merged_data_10min['F_CO2'], s=50, alpha=0.7, label='Warmenhuizen (10 min)', marker='o')\n",
    "\n",
    "# Plot vl with crosses ('x')\n",
    "plt.scatter(vl['Timestamp'], vl['F_CO2_ppm_ms'], s=50, alpha=0.7, label='Veenkampen (30 min)', marker='x')\n",
    "\n",
    "plt.scatter(loo['Timestamp'], loo['F_CO2_ppm_ms'], s=50, alpha=0.7, label='Loobos (30min)',marker='+')\n",
    "\n",
    "plt.scatter(ams['Timestamp'], ams['F_CO2_ppm_ms'], s=50, alpha=0.7,label='Amsterdam (30min)', marker='d')\n",
    "\n",
    "plt.title('CO2 Flux Comparison')\n",
    "plt.xlabel('Time')\n",
    "plt.ylabel('CO2 Flux (ppm*ms^1)')\n",
    "plt.legend()\n",
    "plt.grid(True)\n",
    "plt.xticks(rotation=45)\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "60d9b325",
   "metadata": {},
   "source": [
    "### LW_dn vs WVP (IVP)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "465388bd",
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "print(merged_data_10min.columns)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2afc2f72",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "# Plotting IR20Dn vs wvp\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.scatter(merged_data_10min['IWV'], merged_data_10min['IR20Dn'], alpha=0.5)\n",
    "plt.xlabel('Integrated Water Vapor (kg/m^2)')\n",
    "plt.ylabel('LW_dn radiation (W/m^2)')\n",
    "plt.title('LW_dn vs Integrated Water Vapor')\n",
    "plt.grid(True)\n",
    "# Save the figure in the data_dir directory\n",
    "save_path = os.path.join(data_dir, 'LW_dn_vs_IWV.png')\n",
    "plt.savefig(save_path)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5623db85",
   "metadata": {},
   "source": [
    "### SW_dn vs LWP"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2625fdf0",
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "# Plotting SR15D1Dn_Irr vs LWP\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.scatter(merged_data_10min['LWP'], merged_data_10min['SR15D1Dn_Irr'], alpha=0.5)\n",
    "plt.xlabel('Liquid Water Path (g/m^2)')\n",
    "plt.ylabel('SW_dn Irradiance (W/m^2)')\n",
    "plt.title('SW_dn vs Liquid Water Path')\n",
    "plt.grid(True)\n",
    "\n",
    "# Save the figure in the data_dir directory\n",
    "save_path = os.path.join(data_dir, 'SW_dn_vs_LWP.png')\n",
    "plt.savefig(save_path)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9e7287be",
   "metadata": {},
   "source": [
    "### LWP vs time"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0219473c",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "# Plotting LWP vs Time\n",
    "plt.figure(figsize=(12, 6))\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['LWP'], marker='o', linestyle='-')\n",
    "plt.xlabel('Time')\n",
    "plt.ylabel('Liquid Water Path (g/m^2)')\n",
    "plt.title('Liquid Water Path vs Time')\n",
    "plt.grid(True)\n",
    "plt.xticks(rotation=45)\n",
    "plt.tight_layout()\n",
    "\n",
    "# Save the figure in the data_dir directory\n",
    "save_path = os.path.join(data_dir, 'LWP_vs_Time_10min.png')\n",
    "plt.savefig(save_path)\n",
    "plt.show()  # Close the plot to release memory\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0b55f5ca",
   "metadata": {},
   "source": [
    "### T at 2.99m, T_sonic"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7cf08f50",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "# Plotting Temperature_K_2.99, T_srf, and Average_Temperature_Corr vs Time\n",
    "plt.figure(figsize=(12, 6))\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['Temperature_K_2.99'], marker='o', linestyle='-', color='b', label='Temperature_K_2.99')\n",
    "#plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['T_srf'], marker='o', linestyle='-', color='g', label='T_srf')\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['Average_Temperature_Corr'], marker='o', linestyle='-', color='r', label='Average_Temperature_Corr')\n",
    "plt.xlabel('Time')\n",
    "plt.ylabel('Temperature (K)')\n",
    "plt.title('Temperature Variations Over Time')\n",
    "plt.legend()\n",
    "plt.grid(True)\n",
    "plt.xticks(rotation=45)\n",
    "plt.tight_layout()\n",
    "\n",
    "save_path = os.path.join(data_dir, 'Temperature_Variations_10min.png')\n",
    "plt.savefig(save_path)\n",
    "plt.show()  # Close the plot to release memory"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c1f9f99c",
   "metadata": {},
   "source": [
    "### Wind at 2.99 m, Wind speed from sonic"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f65162bb",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "# Plotting WS_ms_D15014_Avg and Wind_Speed vs Time\n",
    "plt.figure(figsize=(12, 6))\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['WS_ms_D15008_Avg'], marker='o', linestyle='-', color='b', label='WS_ms_D15014_Avg')\n",
    "plt.plot(merged_data_10min['TIMESTAMP'], merged_data_10min['Wind_Speed'], marker='x', linestyle='-', color='r', label='Wind_Speed_sonic')\n",
    "plt.xlabel('Time')\n",
    "plt.ylabel('Wind Speed (m/s)')\n",
    "plt.title('Wind Speed vs Time')\n",
    "plt.grid(True)\n",
    "plt.legend()\n",
    "plt.xticks(rotation=45)\n",
    "plt.tight_layout()\n",
    "\n",
    "# Save the figure in the data_dir directory\n",
    "save_path = os.path.join(data_dir, 'Wind_Speed_Comparison_10min.png')\n",
    "plt.savefig(save_path)\n",
    "plt.show()  # Close the plot to release memory\n",
    "\n",
    "print(f\"Plot saved successfully as '{save_path}'\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "037cc293",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Calculate the temperature difference\n",
    "merged_data_10min['Windspeed_Diff'] = merged_data_10min['WS_ms_D15014_Avg'] - merged_data_10min['Wind_Speed']\n",
    "\n",
    "# Create a flag column\n",
    "merged_data_10min['Flag_windspeed'] = merged_data_10min['Windspeed_Diff'].apply(lambda x: 1 if abs(x) > 1 else 0)\n",
    "#Create the second flag column for rain condition\n",
    "merged_data_10min['Flag_Rain_windspeed'] = merged_data_10min['Rain'].apply(lambda x: 1 if x > 0 else 0)\n",
    "\n",
    "# Display the first few rows of the DataFrame to verify\n",
    "# Display the first few rows of the DataFrame to verify\n",
    "print(merged_data_10min[['TIMESTAMP', 'WS_ms_D15014_Avg', 'Wind_Speed', 'Windspeed_Diff', 'Rain', 'Flag_windspeed', 'Flag_Rain_windspeed']].head())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "69fd8540",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "# Create the figure\n",
    "plt.figure(figsize=(10, 6))\n",
    "\n",
    "# Plot all wind speed points\n",
    "plt.scatter(merged_data_10min['TIMESTAMP'], merged_data_10min['WS_ms_D15014_Avg'],\n",
    "            label='WS_4.47m (mast)', alpha=0.4, color='royalblue')\n",
    "plt.scatter(merged_data_10min['TIMESTAMP'], merged_data_10min['Wind_Speed'],\n",
    "            label='Wind_Speed (sonic)', alpha=0.4, color='seagreen')\n",
    "\n",
    "# Highlight flagged outliers\n",
    "flagged_data = merged_data_10min[merged_data_10min['Flag_windspeed'] == 1]\n",
    "plt.scatter(flagged_data['TIMESTAMP'], flagged_data['WS_ms_D15014_Avg'],\n",
    "            color='red', label='Flagged Outliers ($\\Delta w_s > 1$ m/s)', s=50)\n",
    "plt.scatter(flagged_data['TIMESTAMP'], flagged_data['Wind_Speed'],\n",
    "            color='red', s=50)# label='Flagged Outliers (Wind_Speed)',\n",
    "\n",
    "# Highlight rain-flagged points\n",
    "flagged_rain_data = merged_data_10min[merged_data_10min['Flag_Rain_windspeed'] == 1]\n",
    "plt.scatter(flagged_rain_data['TIMESTAMP'], flagged_rain_data['WS_ms_D15014_Avg'],\n",
    "            color='black', marker='+', label='Flagged Rain', s=100)# (WS_ms_D15014_Avg)\n",
    "plt.scatter(flagged_rain_data['TIMESTAMP'], flagged_rain_data['Wind_Speed'],\n",
    "            color='black', marker='+', s=100)# label='Flagged Rain (Wind_Speed)',\n",
    "\n",
    "# Format x-axis\n",
    "plt.gca().xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "plt.xticks(fontsize=18, rotation=45)\n",
    "plt.yticks(fontsize=18)\n",
    "\n",
    "# Axis labels and title\n",
    "plt.xlabel('Time', fontsize=20)\n",
    "plt.ylabel('Wind Speed (m/s)', fontsize=20)\n",
    "plt.title('Wind Speed Data with Flagged Outliers', fontsize=20, weight='bold')\n",
    "\n",
    "# Legend, grid, and layout\n",
    "plt.legend(fontsize=14, loc='upper left')\n",
    "plt.grid(True, linestyle='--', alpha=0.7)\n",
    "plt.tight_layout()\n",
    "\n",
    "# Save the plot\n",
    "output_path = os.path.join(data_dir, 'wind_speed_scatter_flagged.png')\n",
    "plt.savefig(output_path, dpi=300)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "31f474c5",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "print(merged_data_10min.columns)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f5581bd2",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "\n",
    "\n",
    "# 1. Filter the DataFrame for rows where all the flags are 0\n",
    "filtered_data = merged_data_10min[\n",
    "    (merged_data_10min['Flag'] == 0) &\n",
    "     (merged_data_10min['Flag_Rain'] == 0) #& \n",
    " #  (merged_data_10min['Flag_windspeed'] == 0) &\n",
    "  #  (merged_data_10min['Flag_Rain_windspeed'] == 0)\n",
    "]\n",
    "\n",
    "# 2. Extract the necessary columns for plotting\n",
    "time = pd.to_datetime(filtered_data['TIMESTAMP'])  # Convert timestamp to datetime\n",
    "SHF = filtered_data['SHF']\n",
    "LHF = filtered_data['LHF']\n",
    "\n",
    "Net_Rad = filtered_data['Net_Radiation_10min']\n",
    "\n",
    "G = filtered_data['G']\n",
    "F_CO2 = filtered_data['F_CO2']\n",
    "\n",
    "# 3. Create the scatter plots\n",
    "fig, axs = plt.subplots(2, 2, figsize=(15, 10))\n",
    "\n",
    "# Scatter plot for SHF\n",
    "axs[0, 0].scatter(time, SHF, color='red', alpha=0.5,label='SHF')\n",
    "axs[0, 0].scatter(time, LHF, color='blue', alpha=0.5,label='LHF')\n",
    "\n",
    "axs[0, 0].set_title('Sensible and Latent Heat Flux')\n",
    "axs[0, 0].set_xlabel('Time')\n",
    "axs[0, 0].set_ylabel('Heat FLux (W/m²)')\n",
    "axs[0, 0].grid(True)\n",
    "axs[0, 0].legend()  # Add legend for SHF and LHF\n",
    "\n",
    "# Scatter plot for LHF\n",
    "axs[0, 1].scatter(time, Net_Rad, color='blue', alpha=0.5)\n",
    "axs[0, 1].set_title('Net Radiation')\n",
    "axs[0, 1].set_xlabel('Time')\n",
    "axs[0, 1].set_ylabel('Net_Rad (W/m²)')\n",
    "axs[0, 1].grid(True)\n",
    "\n",
    "# Scatter plot for G\n",
    "axs[1, 0].scatter(time, G, color='green', alpha=0.5)\n",
    "axs[1, 0].set_title('Ground Heat Flux (G)')\n",
    "axs[1, 0].set_xlabel('Time')\n",
    "axs[1, 0].set_ylabel('G (W/m²)')\n",
    "axs[1, 0].grid(True)\n",
    "\n",
    "# Scatter plot for F_CO2\n",
    "axs[1, 1].scatter(time, F_CO2, color='purple', alpha=0.5)\n",
    "axs[1, 1].set_title('CO2 Flux (F_CO2)')\n",
    "axs[1, 1].set_xlabel('Time')\n",
    "axs[1, 1].set_ylabel('F_CO2 (μmol m⁻² s⁻¹)')\n",
    "axs[1, 1].grid(True)\n",
    "\n",
    "# 4. Adjust layout for better spacing\n",
    "plt.tight_layout()\n",
    "plt.suptitle('Scatter Plots of SEB components Over Time (Filtered by Flags)', fontsize=16, y=1.02)\n",
    "\n",
    "# Create the full save path\n",
    "save_path = os.path.join(data_dir, 'SEB_scatter_plots_10min.png')  # The 'dpi' argument should not be in this line\n",
    "\n",
    "# Save the figure using plt.savefig\n",
    "plt.savefig(save_path, dpi=300,bbox_inches='tight')  # Add the 'dpi=300' here, inside plt.savefig()\n",
    "\n",
    "# Show the scatter plots\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3a80c021",
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "# Define the full path to the CSV file\n",
    "fluxes_30min_file_path = os.path.join(data_dir, 'flux_data_30min.csv')\n",
    "\n",
    "# Load the CSV file into a DataFrame\n",
    "flux_data_30min = pd.read_csv(fluxes_30min_file_path)\n",
    "\n",
    "# Convert the 'TIMESTAMP' column to datetime format if it's not already\n",
    "flux_data_30min['TIMESTAMP'] = pd.to_datetime(flux_data_30min['TIMESTAMP'])\n",
    "\n",
    "\n",
    "# Print the first few rows to confirm the data is loaded correctly\n",
    "print(flux_data_30min.head())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d93e9e2f",
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "# 2) Now define each path by joining that base folder with the filename:\n",
    "loobos_path                    = os.path.join(data_vl, 'Loobos_Fluxes.csv')\n",
    "amsterdam_path                 = os.path.join(data_vl, 'Amsterdam_Fluxes.csv')\n",
    "veenkampen_path                = os.path.join(data_vl, 'Veenkampen_Fluxes.csv')\n",
    "\n",
    "loobos_soil_path               = os.path.join(data_vl, 'Loobos_Soil.csv')\n",
    "veenkampen_soil_path           = os.path.join(data_vl, 'Veenkampen_Soil.csv')\n",
    "\n",
    "veenkampen_net_radiation_path  = os.path.join(data_vl, 'Veenkampen_Meteorology.csv')#Veenkampen_net_rad.csv #Veenkampen_Meteorology\n",
    "loobos_net_radiation_path      = os.path.join(data_vl, 'Loobos_Meteorology.csv')\n",
    "amsterdam_net_radiation_path   = os.path.join(data_vl, 'Amsterdam_Meteorology.csv')\n",
    "\n",
    "# Read the CSV files\n",
    "loobos_data = pd.read_csv(loobos_path)\n",
    "amsterdam_data = pd.read_csv(amsterdam_path)\n",
    "veenkampen_data = pd.read_csv(veenkampen_path)\n",
    "\n",
    "# Read the CSV files for soil data\n",
    "loobos_soil_data = pd.read_csv(loobos_soil_path)\n",
    "veenkampen_soil_data = pd.read_csv(veenkampen_soil_path)\n",
    "\n",
    "# Read the CSV files for net rad data\n",
    "veenkampen_net_rad = pd.read_csv(veenkampen_net_radiation_path)\n",
    "loobos_net_rad = pd.read_csv(loobos_net_radiation_path)\n",
    "amsterdam_net_rad = pd.read_csv(amsterdam_net_radiation_path)\n",
    "\n",
    "# Deleting the second row from each DataFrame\n",
    "loobos_data = loobos_data.drop(index=0).reset_index(drop=True)\n",
    "amsterdam_data = amsterdam_data.drop(index=0).reset_index(drop=True)\n",
    "veenkampen_data = veenkampen_data.drop(index=0).reset_index(drop=True)\n",
    "loobos_soil_data=loobos_soil_data.drop(index=0).reset_index(drop=True)\n",
    "veenkampen_soil_data=veenkampen_soil_data.drop(index=0).reset_index(drop=True)\n",
    "veenkampen_net_rad=veenkampen_net_rad.drop(index=0).reset_index(drop=True)\n",
    "loobos_net_rad=loobos_net_rad.drop(index=0).reset_index(drop=True)\n",
    "amsterdam_net_rad=amsterdam_net_rad.drop(index=0).reset_index(drop=True)\n",
    "\n",
    "# Keep only the specified columns\n",
    "columns_to_keep = ['Timestamp','H', 'LE','co2_flux']\n",
    "columns_to_keep_rad = ['Timestamp','SW_IN_1_1_1','SW_OUT_1_1_1','LW_IN_1_1_1','LW_OUT_1_1_1']\n",
    "\n",
    "columns_to_keep_soil = ['Timestamp','G_1_1_1','G_2_1_1','G_3_1_1','G_4_1_1']\n",
    "columns_to_keep_rad_loobos = ['Timestamp','SW_IN_1_1_1','SW_OUT_1_1_1','LW_IN_1_1_1','LW_OUT_1_1_1']\n",
    "columns_to_keep_rad_ams=['Timestamp','Rnet']\n",
    "\n",
    "loobos_data = loobos_data[columns_to_keep]\n",
    "amsterdam_data = amsterdam_data[columns_to_keep]\n",
    "veenkampen_data = veenkampen_data[columns_to_keep]\n",
    "loobos_soil_data=loobos_soil_data[columns_to_keep_soil]\n",
    "veenkampen_soil_data=veenkampen_soil_data[columns_to_keep_soil]\n",
    "veenkampen_net_rad=veenkampen_net_rad[columns_to_keep_rad]\n",
    "loobos_net_rad=loobos_net_rad[columns_to_keep_rad_loobos]\n",
    "amsterdam_net_rad=amsterdam_net_rad[columns_to_keep_rad_ams]\n",
    "\n",
    "# Convert 'H' and 'LE' columns to numeric\n",
    "loobos_data['H'] = pd.to_numeric(loobos_data['H'], errors='coerce')\n",
    "loobos_data['LE'] = pd.to_numeric(loobos_data['LE'], errors='coerce')\n",
    "loobos_data['co2_flux'] = pd.to_numeric(loobos_data['co2_flux'], errors='coerce')\n",
    "# Convert µmol m-2 s-1 to ppm m s^-1\n",
    "# Add the converted values back to the DataFrame\n",
    "loobos_data['F_CO2_ppm_ms'] = ((loobos_data['co2_flux'] / 1e6 )/ 22.414) * 1e6  \n",
    "\n",
    "amsterdam_data['H'] = pd.to_numeric(amsterdam_data['H'], errors='coerce')\n",
    "amsterdam_data['LE'] = pd.to_numeric(amsterdam_data['LE'], errors='coerce')\n",
    "amsterdam_data['co2_flux'] = pd.to_numeric(amsterdam_data['co2_flux'], errors='coerce')\n",
    "amsterdam_data['F_CO2_ppm_ms'] = ((amsterdam_data['co2_flux'] / 1e6 )/ 22.414) * 1e6  \n",
    "\n",
    "veenkampen_data['H'] = pd.to_numeric(veenkampen_data['H'], errors='coerce')\n",
    "veenkampen_data['LE'] = pd.to_numeric(veenkampen_data['LE'], errors='coerce')\n",
    "veenkampen_data['co2_flux'] = pd.to_numeric(veenkampen_data['co2_flux'], errors='coerce')\n",
    "veenkampen_data['F_CO2_ppm_ms'] = ((veenkampen_data['co2_flux'] / 1e6 )/ 22.414) * 1e6  \n",
    "\n",
    "for col in columns_to_keep_soil[1:]:  # Convert to numeric excluding 'Timestamp'\n",
    "    loobos_soil_data[col] = pd.to_numeric(loobos_soil_data[col], errors='coerce')\n",
    "    \n",
    "for col in columns_to_keep_soil[1:]:  # Convert to numeric excluding 'Timestamp'\n",
    "    veenkampen_soil_data[col] = pd.to_numeric(veenkampen_soil_data[col], errors='coerce')\n",
    "\n",
    "#veenkampen_net_rad['RN_1_1_1']=pd.to_numeric(veenkampen_net_rad['RN_1_1_1'],errors='coerce')\n",
    "for col in columns_to_keep_rad[1:]:  # Convert to numeric excluding 'Timestamp'\n",
    "    veenkampen_net_rad[col] = pd.to_numeric(veenkampen_net_rad[col], errors='coerce')\n",
    "    \n",
    "amsterdam_net_rad['Rnet']=pd.to_numeric(amsterdam_net_rad['Rnet'],errors='coerce')\n",
    "\n",
    "for col in columns_to_keep_rad_loobos[1:]:  # Convert to numeric excluding 'Timestamp'\n",
    "    loobos_net_rad[col] = pd.to_numeric(loobos_net_rad[col], errors='coerce')\n",
    "\n",
    "# Convert the 'Timestamp' column to datetime format (if it's not already)\n",
    "loobos_data['Timestamp'] = pd.to_datetime(loobos_data['Timestamp'])\n",
    "amsterdam_data['Timestamp'] = pd.to_datetime(amsterdam_data['Timestamp'])\n",
    "veenkampen_data['Timestamp'] = pd.to_datetime(veenkampen_data['Timestamp'])\n",
    "loobos_soil_data['Timestamp'] = pd.to_datetime(loobos_soil_data['Timestamp'])\n",
    "veenkampen_soil_data['Timestamp'] = pd.to_datetime(veenkampen_soil_data['Timestamp'])\n",
    "veenkampen_net_rad['Timestamp'] = pd.to_datetime(veenkampen_net_rad['Timestamp'])\n",
    "loobos_net_rad['Timestamp'] = pd.to_datetime(loobos_net_rad['Timestamp'])\n",
    "amsterdam_net_rad['Timestamp'] = pd.to_datetime(amsterdam_net_rad['Timestamp'])\n",
    "\n",
    "# Filter for rows with the specified date\n",
    "date_filter = date_str\n",
    "\n",
    "loobos_data = loobos_data[loobos_data['Timestamp'].dt.date == pd.to_datetime(date_filter).date()]\n",
    "amsterdam_data = amsterdam_data[amsterdam_data['Timestamp'].dt.date == pd.to_datetime(date_filter).date()]\n",
    "veenkampen_data = veenkampen_data[veenkampen_data['Timestamp'].dt.date == pd.to_datetime(date_filter).date()]\n",
    "loobos_soil_data = loobos_soil_data[loobos_soil_data['Timestamp'].dt.date == pd.to_datetime(date_filter).date()]\n",
    "veenkampen_soil_data = veenkampen_soil_data[veenkampen_soil_data['Timestamp'].dt.date == pd.to_datetime(date_filter).date()]\n",
    "veenkampen_net_rad = veenkampen_net_rad[veenkampen_net_rad['Timestamp'].dt.date == pd.to_datetime(date_filter).date()]\n",
    "loobos_net_rad = loobos_net_rad[loobos_net_rad['Timestamp'].dt.date == pd.to_datetime(date_filter).date()]\n",
    "amsterdam_net_rad=amsterdam_net_rad[amsterdam_net_rad['Timestamp'].dt.date == pd.to_datetime(date_filter).date()]\n",
    "\n",
    "# Drop NaN values\n",
    "loobos_data = loobos_data.dropna()\n",
    "amsterdam_data = amsterdam_data.dropna()\n",
    "veenkampen_data = veenkampen_data.dropna()\n",
    "loobos_soil_data=loobos_soil_data.dropna()\n",
    "veenkampen_soil_data=veenkampen_soil_data.dropna()\n",
    "veenkampen_net_rad=veenkampen_net_rad.dropna()\n",
    "loobos_net_rad=loobos_net_rad.dropna()\n",
    "amsterdam_net_rad=amsterdam_net_rad.dropna()\n",
    "\n",
    "# Reset index\n",
    "loobos_data = loobos_data.reset_index(drop=True)\n",
    "amsterdam_data = amsterdam_data.reset_index(drop=True)\n",
    "veenkampen_data = veenkampen_data.reset_index(drop=True)\n",
    "loobos_soil_data=loobos_soil_data.reset_index(drop=True)\n",
    "veenkampen_soil_data=veenkampen_soil_data.reset_index(drop=True)\n",
    "veenkampen_net_rad=veenkampen_net_rad.reset_index(drop=True)\n",
    "loobos_net_rad=loobos_net_rad.reset_index(drop=True)\n",
    "amsterdam_net_rad=amsterdam_net_rad.reset_index(drop=True)\n",
    "veenkampen_net_rad['Net_Rad']=veenkampen_net_rad['SW_OUT_1_1_1']-veenkampen_net_rad['SW_IN_1_1_1']+veenkampen_net_rad['LW_OUT_1_1_1']-veenkampen_net_rad['LW_IN_1_1_1']\n",
    "loobos_net_rad['Net_Rad']=loobos_net_rad['SW_OUT_1_1_1']-loobos_net_rad['SW_IN_1_1_1']+loobos_net_rad['LW_OUT_1_1_1']-loobos_net_rad['LW_IN_1_1_1']\n",
    "# Display the first few rows of each DataFrame\n",
    "print(\"Loobos Fluxes Data:\")\n",
    "print(loobos_data)\n",
    "\n",
    "print(\"\\nAmsterdam Fluxes Data:\")\n",
    "print(amsterdam_data)\n",
    "\n",
    "print(\"\\nVeenkampen Fluxes Data:\")\n",
    "print(veenkampen_data)\n",
    "\n",
    "#Round the 'Timestamp' to the nearest 10-minute interval for Loobos\n",
    "loobos_soil_data['Timestamp'] = loobos_soil_data['Timestamp'].dt.floor('10T')\n",
    "loobos_soil_data = loobos_soil_data.groupby('Timestamp').mean().reset_index()\n",
    "\n",
    "# Round the 'Timestamp' to the nearest 10-minute interval for Veenkampen\n",
    "veenkampen_soil_data['Timestamp'] = veenkampen_soil_data['Timestamp'].dt.floor('10T')\n",
    "veenkampen_soil_data = veenkampen_soil_data.groupby('Timestamp').mean().reset_index()\n",
    "\n",
    "# Round the 'Timestamp' to the nearest 10-minute interval for Veenkampen\n",
    "veenkampen_net_rad['Timestamp'] = veenkampen_net_rad['Timestamp'].dt.floor('10T')\n",
    "veenkampen_net_rad = veenkampen_net_rad.groupby('Timestamp').mean().reset_index()\n",
    "\n",
    "# Round the 'Timestamp' to the nearest 10-minute interval for Veenkampen\n",
    "loobos_net_rad['Timestamp'] = loobos_net_rad['Timestamp'].dt.floor('10T')\n",
    "loobos_net_rad = loobos_net_rad.groupby('Timestamp').mean().reset_index()\n",
    "\n",
    "\n",
    "# Round the 'Timestamp' to the nearest 10-minute interval for Veenkampen\n",
    "amsterdam_net_rad['Timestamp'] = amsterdam_net_rad['Timestamp'].dt.floor('10T')\n",
    "amsterdam_net_rad = amsterdam_net_rad.groupby('Timestamp').mean().reset_index()\n",
    "\n",
    "print(\"\\nLoobos Soil Data:\")\n",
    "print(loobos_soil_data)\n",
    "\n",
    "print(\"\\nVeenkampen Soil Data:\")\n",
    "print(veenkampen_soil_data)\n",
    "\n",
    "print(\"\\nVeenkampen Net Rad Data:\")\n",
    "print(veenkampen_net_rad)\n",
    "\n",
    "print(\"\\nLoobos Net Rad Data:\")\n",
    "print(loobos_net_rad)\n",
    "\n",
    "print(\"\\nAmsterdam Net Rad Data:\")\n",
    "print(amsterdam_net_rad)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b0504688",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 1) SHF vs Time for Multiple Stations + Measured SHF\n",
    "# ------------------------------------------------------------\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "# Scatter for Loobos, Amsterdam, Veenkampen\n",
    "ax.scatter(\n",
    "    loobos_data['Timestamp'],\n",
    "    loobos_data['H'],\n",
    "    label='Loobos H',\n",
    "    color='green',\n",
    "    s=40,\n",
    "    alpha=0.7,\n",
    "    marker='o'\n",
    ")\n",
    "ax.scatter(\n",
    "    amsterdam_data['Timestamp'],\n",
    "    amsterdam_data['H'],\n",
    "    label='Amsterdam H',\n",
    "    color='orange',\n",
    "    s=40,\n",
    "    alpha=0.7,\n",
    "    marker='o'\n",
    ")\n",
    "ax.scatter(\n",
    "    veenkampen_data['Timestamp'],\n",
    "    veenkampen_data['H'],\n",
    "    label='Veenkampen H',\n",
    "    color='blue',\n",
    "    s=40,\n",
    "    alpha=0.7,\n",
    "    marker='o'\n",
    ")\n",
    "\n",
    "# Scatter for Measured SHF\n",
    "ax.scatter(\n",
    "    time,\n",
    "    SHF,\n",
    "    label='SHF (Measured)',\n",
    "    color='red',\n",
    "    s=40,\n",
    "    alpha=0.7,\n",
    "    marker='x'\n",
    ")\n",
    "\n",
    "# Title and labels in bold\n",
    "ax.set_title('SHF vs. Time', fontsize=20, fontweight='bold')\n",
    "ax.set_xlabel('Time', fontsize=20, fontweight='bold')\n",
    "ax.set_ylabel('SHF [W/m²]', fontsize=20, fontweight='bold')\n",
    "\n",
    "# Thicken all spines\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "\n",
    "# Tick parameters\n",
    "ax.tick_params(axis='both', which='major', labelsize=18, width=1.5, length=6)\n",
    "ax.tick_params(axis='both', which='minor', width=1.0, length=4)\n",
    "\n",
    "# X‐axis formatting: HH:MM every 2 hours, minor ticks every 30 min\n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "ax.xaxis.set_major_locator(mdates.HourLocator(interval=2))\n",
    "ax.xaxis.set_minor_locator(mdates.MinuteLocator(interval=30))\n",
    "\n",
    "# Rotate x‐tick labels\n",
    "plt.xticks(rotation=45)\n",
    "\n",
    "# Grid styling\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "ax.grid(True, which='minor', linestyle=':', linewidth=0.5, alpha=0.5)\n",
    "\n",
    "# Legend styling\n",
    "legend = ax.legend(loc='upper left', fontsize=14, frameon=True)\n",
    "legend.get_frame().set_linewidth(1.5)\n",
    "\n",
    "# Tight layout and save\n",
    "plt.tight_layout()\n",
    "shf_stations_path = os.path.join(data_dir, 'SHF_vs_Stations.png')\n",
    "plt.savefig(shf_stations_path, dpi=300,bbox_inches='tight')\n",
    "print(f\"Plot saved to: {shf_stations_path}\")\n",
    "plt.show()\n",
    "\n",
    "\n",
    "# ------------------------------------------------------------\n",
    "# 2) LHF vs Time for Multiple Stations + Measured LHF\n",
    "# ------------------------------------------------------------\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "# Scatter for Loobos, Amsterdam, Veenkampen\n",
    "ax.scatter(\n",
    "    loobos_data['Timestamp'],\n",
    "    loobos_data['LE'],\n",
    "    label='Loobos LE',\n",
    "    color='green',\n",
    "    s=40,\n",
    "    alpha=0.7,\n",
    "    marker='o'\n",
    ")\n",
    "ax.scatter(\n",
    "    amsterdam_data['Timestamp'],\n",
    "    amsterdam_data['LE'],\n",
    "    label='Amsterdam LE',\n",
    "    color='orange',\n",
    "    s=40,\n",
    "    alpha=0.7,\n",
    "    marker='o'\n",
    ")\n",
    "ax.scatter(\n",
    "    veenkampen_data['Timestamp'],\n",
    "    veenkampen_data['LE'],\n",
    "    label='Veenkampen LE',\n",
    "    color='blue',\n",
    "    s=40,\n",
    "    alpha=0.7,\n",
    "    marker='o'\n",
    ")\n",
    "\n",
    "# Scatter for Measured LHF\n",
    "ax.scatter(\n",
    "    time,\n",
    "    LHF,\n",
    "    label='LHF (Measured)',\n",
    "    color='red',\n",
    "    s=40,\n",
    "    alpha=0.7,\n",
    "    marker='x'\n",
    ")\n",
    "\n",
    "# Title and labels in bold\n",
    "ax.set_title('LHF vs. Time', fontsize=20, fontweight='bold')\n",
    "ax.set_xlabel('Time', fontsize=20, fontweight='bold')\n",
    "ax.set_ylabel('LHF [W/m²]', fontsize=20, fontweight='bold')\n",
    "\n",
    "# Thicken all spines\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "\n",
    "# Tick parameters\n",
    "ax.tick_params(axis='both', which='major', labelsize=18, width=1.5, length=6)\n",
    "ax.tick_params(axis='both', which='minor', width=1.0, length=4)\n",
    "\n",
    "# X‐axis formatting: HH:MM every 2 hours, minor ticks every 30 min\n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "ax.xaxis.set_major_locator(mdates.HourLocator(interval=2))\n",
    "ax.xaxis.set_minor_locator(mdates.MinuteLocator(interval=30))\n",
    "\n",
    "# Rotate x‐tick labels\n",
    "plt.xticks(rotation=45)\n",
    "\n",
    "# Grid styling\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "ax.grid(True, which='minor', linestyle=':', linewidth=0.5, alpha=0.5)\n",
    "\n",
    "# Legend styling\n",
    "legend = ax.legend(loc='upper left', fontsize=14, frameon=True)\n",
    "legend.get_frame().set_linewidth(1.5)\n",
    "\n",
    "# Tight layout and save\n",
    "plt.tight_layout()\n",
    "lhf_stations_path = os.path.join(data_dir, 'LHF_vs_Stations.png')\n",
    "plt.savefig(lhf_stations_path, dpi=300,bbox_inches='tight')\n",
    "print(f\"Plot saved to: {lhf_stations_path}\")\n",
    "plt.show()\n",
    "\n",
    "\n",
    "# ------------------------------------------------------------\n",
    "# 3) CO₂ Flux vs Time for Multiple Stations + Measured F_CO2\n",
    "# ------------------------------------------------------------\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "# Scatter for Loobos, Amsterdam, Veenkampen\n",
    "ax.scatter(\n",
    "    loobos_data['Timestamp'],\n",
    "    loobos_data['F_CO2_ppm_ms'],\n",
    "    label='Loobos F_CO₂',\n",
    "    color='green',\n",
    "    s=40,\n",
    "    alpha=0.7,\n",
    "    marker='o'\n",
    ")\n",
    "ax.scatter(\n",
    "    amsterdam_data['Timestamp'],\n",
    "    amsterdam_data['F_CO2_ppm_ms'],\n",
    "    label='Amsterdam F_CO₂',\n",
    "    color='orange',\n",
    "    s=40,\n",
    "    alpha=0.7,\n",
    "    marker='o'\n",
    ")\n",
    "ax.scatter(\n",
    "    veenkampen_data['Timestamp'],\n",
    "    veenkampen_data['F_CO2_ppm_ms'],\n",
    "    label='Veenkampen F_CO₂',\n",
    "    color='blue',\n",
    "    s=40,\n",
    "    alpha=0.7,\n",
    "    marker='o'\n",
    ")\n",
    "\n",
    "# Scatter for Measured F_CO2\n",
    "ax.scatter(\n",
    "    time,\n",
    "    F_CO2,\n",
    "    label='F_CO₂ (Measured)',\n",
    "    color='red',\n",
    "    s=40,\n",
    "    alpha=0.7,\n",
    "    marker='x'\n",
    ")\n",
    "\n",
    "# Title and labels in bold\n",
    "ax.set_title('CO₂ Flux vs. Time', fontsize=20, fontweight='bold')\n",
    "ax.set_xlabel('Time', fontsize=20, fontweight='bold')\n",
    "ax.set_ylabel('CO₂ Flux [ppm · m s⁻¹]', fontsize=20, fontweight='bold')\n",
    "\n",
    "# Thicken all spines\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "\n",
    "# Tick parameters\n",
    "ax.tick_params(axis='both', which='major', labelsize=18, width=1.5, length=6)\n",
    "ax.tick_params(axis='both', which='minor', width=1.0, length=4)\n",
    "\n",
    "# X‐axis formatting: HH:MM every 2 hours, minor ticks every 30 min\n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "ax.xaxis.set_major_locator(mdates.HourLocator(interval=2))\n",
    "ax.xaxis.set_minor_locator(mdates.MinuteLocator(interval=30))\n",
    "\n",
    "# Rotate x‐tick labels\n",
    "plt.xticks(rotation=45)\n",
    "plt.ylim(-1,1)\n",
    "# Grid styling\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "ax.grid(True, which='minor', linestyle=':', linewidth=0.5, alpha=0.5)\n",
    "\n",
    "# Legend styling\n",
    "legend = ax.legend(loc='upper left', fontsize=14, frameon=True)\n",
    "legend.get_frame().set_linewidth(1.5)\n",
    "\n",
    "# Tight layout and save\n",
    "plt.tight_layout()\n",
    "co2_flux_path = os.path.join(data_dir, 'FCO2_vs_Stations.png')\n",
    "plt.savefig(co2_flux_path, dpi=300,bbox_inches='tight')\n",
    "print(f\"Plot saved to: {co2_flux_path}\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "dc52303c",
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "\n",
    "plt.figure(figsize=(14, 6))\n",
    "\n",
    "\n",
    "# Plotting Loobos Soil Fluxes with circular markers and green color\n",
    "plt.scatter(loobos_soil_data['Timestamp'], loobos_soil_data['G_1_1_1'], \n",
    "            label='Loobos G_1_1_1', color='green', alpha=0.5, s=30, marker='o')  # Circle\n",
    "plt.scatter(loobos_soil_data['Timestamp'], loobos_soil_data['G_2_1_1'], \n",
    "            label='Loobos G_2_1_1', color='green', alpha=0.5, s=30, marker='D')  # Circle\n",
    "plt.scatter(loobos_soil_data['Timestamp'], loobos_soil_data['G_3_1_1'], \n",
    "            label='Loobos G_3_1_1', color='green', alpha=0.5, s=30, marker='v')  # Circle\n",
    "plt.scatter(loobos_soil_data['Timestamp'], loobos_soil_data['G_4_1_1'], \n",
    "            label='Loobos G_4_1_1', color='green', alpha=0.5, s=30, marker='^')  # Circle\n",
    "\n",
    "# Plotting Veenkampen Soil Fluxes with circular markers and blue color\n",
    "plt.scatter(veenkampen_soil_data['Timestamp'], veenkampen_soil_data['G_1_1_1'], \n",
    "            label='Veenkampen G_1_1_1', color='blue', alpha=0.5, s=30, marker='o')  # Circle\n",
    "plt.scatter(veenkampen_soil_data['Timestamp'], veenkampen_soil_data['G_2_1_1'], \n",
    "            label='Veenkampen G_2_1_1', color='blue', alpha=0.5, s=30, marker='D')  # Circle\n",
    "plt.scatter(veenkampen_soil_data['Timestamp'], veenkampen_soil_data['G_3_1_1'], \n",
    "            label='Veenkampen G_3_1_1', color='blue', alpha=0.5, s=30, marker='v')  # Circle\n",
    "plt.scatter(veenkampen_soil_data['Timestamp'], veenkampen_soil_data['G_4_1_1'], \n",
    "            label='Veenkampen G_4_1_1', color='blue', alpha=0.5, s=30, marker='^')  # Circle\n",
    "\n",
    "# Example of measured G values (replace 'time' and 'G' with actual variables)\n",
    "plt.scatter(time, G, label='G (Measured)', color='red', s=30, alpha=0.5, marker='x')  # Cross\n",
    "\n",
    "# Customize the plot\n",
    "plt.title('Soil Fluxes vs. Time', fontsize=20)\n",
    "plt.xlabel('Timestamp', fontsize=16)\n",
    "plt.ylabel('Soil Flux [W/m^2]', fontsize=16)\n",
    "plt.xticks(rotation=45, fontsize=12)\n",
    "plt.yticks(fontsize=12)\n",
    "plt.grid(True, linestyle='--', alpha=0.5)  # Change grid style\n",
    "plt.legend(fontsize=10)\n",
    "plt.tight_layout()\n",
    "\n",
    "# Show plot\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2cfa850b",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "# Net Radiation vs. Time\n",
    "# ------------------------------------------------------------\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "# Scatter for Veenkampen (negative Net_Rad)\n",
    "ax.scatter(\n",
    "    veenkampen_net_rad['Timestamp'],\n",
    "    -veenkampen_net_rad['Net_Rad'],\n",
    "    label='Veenkampen Net Rad',\n",
    "    color='blue',\n",
    "    alpha=0.5,\n",
    "    s=40,\n",
    "    marker='o'\n",
    ")\n",
    "\n",
    "# Scatter for Loobos (negative Net_Rad)\n",
    "ax.scatter(\n",
    "    loobos_net_rad['Timestamp'],\n",
    "    -loobos_net_rad['Net_Rad'],\n",
    "    label='Loobos Net Rad',\n",
    "    color='green',\n",
    "    alpha=0.5,\n",
    "    s=40,\n",
    "    marker='o'\n",
    ")\n",
    "\n",
    "# Scatter for Amsterdam (Rnet, assume already signed correctly)\n",
    "ax.scatter(\n",
    "    amsterdam_net_rad['Timestamp'],\n",
    "    amsterdam_net_rad['Rnet'],\n",
    "    label='Amsterdam Net Rad',\n",
    "    color='orange',\n",
    "    alpha=0.5,\n",
    "    s=40,\n",
    "    marker='o'\n",
    ")\n",
    "\n",
    "# Scatter for measured Net_Rad (negative)\n",
    "ax.scatter(\n",
    "    time,\n",
    "    -Net_Rad,\n",
    "    label='Net_Rad (Measured)',\n",
    "    color='red',\n",
    "    s=40,\n",
    "    alpha=0.5,\n",
    "    marker='x'\n",
    ")\n",
    "\n",
    "# Title and labels in bold\n",
    "ax.set_title('Net Radiation vs. Time', fontsize=20, fontweight='bold')\n",
    "ax.set_xlabel('Time', fontsize=20, fontweight='bold')\n",
    "ax.set_ylabel('Net Radiation [W/m²]', fontsize=20, fontweight='bold')\n",
    "\n",
    "# Thicken all spines\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "\n",
    "# Tick parameters\n",
    "ax.tick_params(axis='both', which='major', labelsize=18, width=1.5, length=6)\n",
    "ax.tick_params(axis='both', which='minor', width=1.0, length=4)\n",
    "\n",
    "# X‐axis formatting: HH:MM every 2 hours, minor ticks every 30 min\n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "ax.xaxis.set_major_locator(mdates.HourLocator(interval=2))\n",
    "ax.xaxis.set_minor_locator(mdates.MinuteLocator(interval=30))\n",
    "\n",
    "# Rotate x‐tick labels\n",
    "plt.xticks(rotation=45)\n",
    "\n",
    "# Y‐axis tick font size\n",
    "ax.tick_params(axis='y', labelsize=18)\n",
    "\n",
    "# Grid styling: dashed major, dotted minor\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "ax.grid(True, which='minor', linestyle=':', linewidth=0.5, alpha=0.5)\n",
    "\n",
    "# Legend styling\n",
    "legend = ax.legend(loc='upper left', fontsize=14, frameon=True)\n",
    "legend.get_frame().set_linewidth(1.5)\n",
    "\n",
    "# Tight layout and save\n",
    "plt.tight_layout()\n",
    "output_path = os.path.join(data_dir, 'net_radiation_vs_time.png')\n",
    "plt.savefig(output_path, dpi=300,bbox_inches='tight')\n",
    "print(f\"Plot saved to: {output_path}\")\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6b669eaa",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "# Round to the nearest 30-minute interval and average for Radiation\n",
    "veenkampen_net_rad['Timestamp'] = veenkampen_net_rad['Timestamp'].dt.floor('30T')\n",
    "veenkampen_net_rad = veenkampen_net_rad.groupby('Timestamp').mean().reset_index()\n",
    "\n",
    "# Merge with Veenkampen data based on 'Timestamp'\n",
    "merged_data = pd.merge(veenkampen_data, veenkampen_net_rad, on='Timestamp', how='inner')\n",
    "\n",
    "merged_data['G'] = -(merged_data['H'] + merged_data['LE'] + merged_data['Net_Rad'])#RN_1_1_1\n",
    "print(merged_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "de9d8f03",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "# Round to the nearest 30-minute interval and average for Radiation\n",
    "loobos_net_rad['Timestamp'] = loobos_net_rad['Timestamp'].dt.floor('30T')\n",
    "loobos_net_rad = loobos_net_rad.groupby('Timestamp').mean().reset_index()\n",
    "\n",
    "# Merge with Veenkampen data based on 'Timestamp'\n",
    "merged_data_loobos = pd.merge(loobos_data, loobos_net_rad, on='Timestamp', how='inner')\n",
    "\n",
    "merged_data_loobos['G'] = -(merged_data_loobos['H'] + merged_data_loobos['LE'] + merged_data_loobos['Net_Rad'])\n",
    "print(merged_data_loobos)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7cac4897",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Round to the nearest 30-minute interval and average for Radiation\n",
    "amsterdam_net_rad['Timestamp'] = amsterdam_net_rad['Timestamp'].dt.floor('30T')\n",
    "amsterdam_net_rad = amsterdam_net_rad.groupby('Timestamp').mean().reset_index()\n",
    "\n",
    "# Merge with Veenkampen data based on 'Timestamp'\n",
    "merged_data_amsterdam = pd.merge(amsterdam_data, amsterdam_net_rad, on='Timestamp', how='inner')\n",
    "\n",
    "merged_data_amsterdam['G'] = -(merged_data_amsterdam['H'] + merged_data_amsterdam['LE'] - merged_data_amsterdam['Rnet'])\n",
    "print(merged_data_amsterdam)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "dc0e47cf",
   "metadata": {},
   "outputs": [],
   "source": [
    "# ------------------------------------------------------------\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "# Scatter for Veenkampen G (as residual)\n",
    "ax.scatter(\n",
    "    merged_data['Timestamp'],\n",
    "    merged_data['G'],\n",
    "    label='Veenkampen G (residual)',\n",
    "    color='blue',\n",
    "    s=40,\n",
    "    alpha=0.7,\n",
    "    marker='o'\n",
    ")\n",
    "\n",
    "# Scatter for Loobos G (as residual)\n",
    "ax.scatter(\n",
    "    merged_data_loobos['Timestamp'],\n",
    "    merged_data_loobos['G'],\n",
    "    label='Loobos G (residual)',\n",
    "    color='green',\n",
    "    s=40,\n",
    "    alpha=0.7,\n",
    "    marker='o'\n",
    ")\n",
    "\n",
    "# Scatter for Amsterdam G (as residual)\n",
    "ax.scatter(\n",
    "    merged_data_amsterdam['Timestamp'],\n",
    "    merged_data_amsterdam['G'],\n",
    "    label='Amsterdam G (residual)',\n",
    "    color='orange',\n",
    "    s=40,\n",
    "    alpha=0.7,\n",
    "    marker='o'\n",
    ")\n",
    "\n",
    "# Scatter for measured G values\n",
    "ax.scatter(\n",
    "    time,\n",
    "    G,\n",
    "    label='G (Measured)',\n",
    "    color='red',\n",
    "    s=40,\n",
    "    alpha=0.7,\n",
    "    marker='x'\n",
    ")\n",
    "\n",
    "# Title and labels in bold\n",
    "ax.set_title('Ground Heat Flux vs. Time', fontsize=20, fontweight='bold')\n",
    "ax.set_xlabel('Time', fontsize=20, fontweight='bold')\n",
    "ax.set_ylabel('G [W/m²]', fontsize=20, fontweight='bold')\n",
    "\n",
    "# Thicken all spines\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_linewidth(1.5)\n",
    "\n",
    "# Tick parameters\n",
    "ax.tick_params(axis='both', which='major', labelsize=18, width=1.5, length=6)\n",
    "ax.tick_params(axis='both', which='minor', width=1.0, length=4)\n",
    "\n",
    "# X‐axis formatting: HH:MM every 2 hours, minor ticks every 30 min\n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n",
    "ax.xaxis.set_major_locator(mdates.HourLocator(interval=2))\n",
    "ax.xaxis.set_minor_locator(mdates.MinuteLocator(interval=30))\n",
    "\n",
    "# Rotate x‐tick labels\n",
    "plt.xticks(rotation=45)\n",
    "\n",
    "# Y‐axis tick font size\n",
    "ax.tick_params(axis='y', labelsize=18)\n",
    "\n",
    "# Grid styling: dashed major, dotted minor\n",
    "ax.grid(True, which='major', linestyle='--', linewidth=0.8, alpha=0.7)\n",
    "ax.grid(True, which='minor', linestyle=':', linewidth=0.5, alpha=0.5)\n",
    "\n",
    "# Legend styling\n",
    "legend = ax.legend(loc='upper left', fontsize=14, frameon=True)\n",
    "legend.get_frame().set_linewidth(1.5)\n",
    "\n",
    "# Tight layout and save\n",
    "plt.tight_layout()\n",
    "output_path = os.path.join(data_dir, 'ground_heat_flux_vs_time.png')\n",
    "plt.savefig(output_path, dpi=300,bbox_inches='tight')\n",
    "print(f\"Plot saved to: {output_path}\")\n",
    "plt.show()\n",
    "\n",
    "\n"
   ]
  }
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