RFI_Heat_MAP_new.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "90dc6213",
   "metadata": {},
   "outputs": [],
   "source": [
    "######## Importing the necessary libraries #########\n",
    "\n",
    "\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import healpy as hp\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "832845c5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Latitude in degrees</th>\n",
       "      <th>Longitude in degrees</th>\n",
       "      <th>Frequency(MHz)</th>\n",
       "      <th>EIRP</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>50.947181</td>\n",
       "      <td>8.532986</td>\n",
       "      <td>87.6</td>\n",
       "      <td>164000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>53.509289</td>\n",
       "      <td>10.093932</td>\n",
       "      <td>87.6</td>\n",
       "      <td>131200.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>49.832397</td>\n",
       "      <td>9.592726</td>\n",
       "      <td>87.6</td>\n",
       "      <td>41000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>49.629033</td>\n",
       "      <td>7.820645</td>\n",
       "      <td>87.6</td>\n",
       "      <td>820.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>49.681928</td>\n",
       "      <td>7.327415</td>\n",
       "      <td>87.6</td>\n",
       "      <td>328.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14102</th>\n",
       "      <td>-25.234722</td>\n",
       "      <td>130.991944</td>\n",
       "      <td>99.7</td>\n",
       "      <td>524.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14103</th>\n",
       "      <td>-25.234722</td>\n",
       "      <td>130.991944</td>\n",
       "      <td>100.5</td>\n",
       "      <td>524.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14104</th>\n",
       "      <td>-25.234722</td>\n",
       "      <td>130.991944</td>\n",
       "      <td>102.1</td>\n",
       "      <td>328.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14105</th>\n",
       "      <td>-25.234722</td>\n",
       "      <td>130.991944</td>\n",
       "      <td>105.3</td>\n",
       "      <td>656.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14106</th>\n",
       "      <td>-26.611389</td>\n",
       "      <td>149.383333</td>\n",
       "      <td>89.5</td>\n",
       "      <td>32.8</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>13195 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       Latitude in degrees  Longitude in degrees  Frequency(MHz)      EIRP\n",
       "0                50.947181              8.532986            87.6  164000.0\n",
       "1                53.509289             10.093932            87.6  131200.0\n",
       "2                49.832397              9.592726            87.6   41000.0\n",
       "3                49.629033              7.820645            87.6     820.0\n",
       "4                49.681928              7.327415            87.6     328.0\n",
       "...                    ...                   ...             ...       ...\n",
       "14102           -25.234722            130.991944            99.7     524.8\n",
       "14103           -25.234722            130.991944           100.5     524.8\n",
       "14104           -25.234722            130.991944           102.1     328.0\n",
       "14105           -25.234722            130.991944           105.3     656.0\n",
       "14106           -26.611389            149.383333            89.5      32.8\n",
       "\n",
       "[13195 rows x 4 columns]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "##### Fetching the cleaned FM transmitter data for the countries: CANADA, AUSTRALIA and GERMANY ####\n",
    "#####  EIRP in Watts #####\n",
    "##### Latitude ranges from 90(N.Pole) to 0 (EQUATOR) to -90(S.Pole) ########\n",
    "##### Longitude ranges between 0 and 360 degree eastwards ############\n",
    "\n",
    "\n",
    "#Reading the CSV file\n",
    "df=pd.read_csv(\"/home/ghoshsonia/rfi/Final_Revised.csv\")\n",
    "\n",
    "#Removing the Null/missing values in the CSV file\n",
    "df.dropna(subset = [\"Latitude in degrees\"], inplace=True)\n",
    "\n",
    "\n",
    "#df.set_index(\"Area Served\", inplace = True) # Set 'Area Served' column as index on a Dataframe\n",
    "#df=df.loc[[\"Perth\", \"Perth City\"]] # Using the operator .loc[] to select multiple rows from the Dataframe\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "909c3f22",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(13195, 4)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.shape(df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "246fdb62",
   "metadata": {},
   "outputs": [],
   "source": [
    "###### User defined frequency axis ######################\n",
    "fstart=87\n",
    "fstop=108\n",
    "fres=0.5\n",
    "freq=np.arange(fstart,fstop,fres)\n",
    "\n",
    "#### Array consisting of frequencies from the dataset\n",
    "data_freq=df['Frequency(MHz)'].values\n",
    "\n",
    "\n",
    "\n",
    "diff=np.zeros((len(data_freq),len(freq)),dtype=object)\n",
    "freq_arr=np.zeros(len(data_freq))\n",
    "\n",
    "\n",
    "for i in range(len(data_freq)):\n",
    "    for j in range(len(freq)):\n",
    "        diff[i][j]=abs(data_freq[i]-freq[j])\n",
    "        freq_arr[i]=freq[np.argmin(diff[i])]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "8f7b12b8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 87. ,  87.5,  88. ,  88.5,  89. ,  89.5,  90. ,  90.5,  91. ,\n",
       "        91.5,  92. ,  92.5,  93. ,  93.5,  94. ,  94.5,  95. ,  95.5,\n",
       "        96. ,  96.5,  97. ,  97.5,  98. ,  98.5,  99. ,  99.5, 100. ,\n",
       "       100.5, 101. , 101.5, 102. , 102.5, 103. , 103.5, 104. , 104.5,\n",
       "       105. , 105.5, 106. , 106.5, 107. , 107.5])"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "freq"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "5db39dda",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Latitude in degrees</th>\n",
       "      <th>Longitude in degrees</th>\n",
       "      <th>Frequency(MHz)</th>\n",
       "      <th>EIRP</th>\n",
       "      <th>New Frequency</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>50.947181</td>\n",
       "      <td>8.532986</td>\n",
       "      <td>87.6</td>\n",
       "      <td>164000.0</td>\n",
       "      <td>87.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>53.509289</td>\n",
       "      <td>10.093932</td>\n",
       "      <td>87.6</td>\n",
       "      <td>131200.0</td>\n",
       "      <td>87.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>49.832397</td>\n",
       "      <td>9.592726</td>\n",
       "      <td>87.6</td>\n",
       "      <td>41000.0</td>\n",
       "      <td>87.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>49.629033</td>\n",
       "      <td>7.820645</td>\n",
       "      <td>87.6</td>\n",
       "      <td>820.0</td>\n",
       "      <td>87.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>49.681928</td>\n",
       "      <td>7.327415</td>\n",
       "      <td>87.6</td>\n",
       "      <td>328.0</td>\n",
       "      <td>87.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14102</th>\n",
       "      <td>-25.234722</td>\n",
       "      <td>130.991944</td>\n",
       "      <td>99.7</td>\n",
       "      <td>524.8</td>\n",
       "      <td>99.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14103</th>\n",
       "      <td>-25.234722</td>\n",
       "      <td>130.991944</td>\n",
       "      <td>100.5</td>\n",
       "      <td>524.8</td>\n",
       "      <td>100.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14104</th>\n",
       "      <td>-25.234722</td>\n",
       "      <td>130.991944</td>\n",
       "      <td>102.1</td>\n",
       "      <td>328.0</td>\n",
       "      <td>102.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14105</th>\n",
       "      <td>-25.234722</td>\n",
       "      <td>130.991944</td>\n",
       "      <td>105.3</td>\n",
       "      <td>656.0</td>\n",
       "      <td>105.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14106</th>\n",
       "      <td>-26.611389</td>\n",
       "      <td>149.383333</td>\n",
       "      <td>89.5</td>\n",
       "      <td>32.8</td>\n",
       "      <td>89.5</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>13195 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       Latitude in degrees  Longitude in degrees  Frequency(MHz)      EIRP  \\\n",
       "0                50.947181              8.532986            87.6  164000.0   \n",
       "1                53.509289             10.093932            87.6  131200.0   \n",
       "2                49.832397              9.592726            87.6   41000.0   \n",
       "3                49.629033              7.820645            87.6     820.0   \n",
       "4                49.681928              7.327415            87.6     328.0   \n",
       "...                    ...                   ...             ...       ...   \n",
       "14102           -25.234722            130.991944            99.7     524.8   \n",
       "14103           -25.234722            130.991944           100.5     524.8   \n",
       "14104           -25.234722            130.991944           102.1     328.0   \n",
       "14105           -25.234722            130.991944           105.3     656.0   \n",
       "14106           -26.611389            149.383333            89.5      32.8   \n",
       "\n",
       "       New Frequency  \n",
       "0               87.5  \n",
       "1               87.5  \n",
       "2               87.5  \n",
       "3               87.5  \n",
       "4               87.5  \n",
       "...              ...  \n",
       "14102           99.5  \n",
       "14103          100.5  \n",
       "14104          102.0  \n",
       "14105          105.5  \n",
       "14106           89.5  \n",
       "\n",
       "[13195 rows x 5 columns]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['New Frequency']=freq_arr\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "0ab24257",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-----------Resolution of the map---------\n",
      "The number of pixels for the given NSIDE: 12288\n",
      "Approximate resolution in degrees for given nside: 1.8322594196359498\n",
      "Pixel area: 3.36 square degrees\n"
     ]
    }
   ],
   "source": [
    "#Resolution of the map\n",
    "print('-----------Resolution of the map---------') \n",
    "nside = 32\n",
    "print(\"The number of pixels for the given NSIDE: \" + str(hp.nside2npix(nside)))\n",
    "print(\"Approximate resolution in degrees for given nside: \" + str(np.degrees(hp.nside2resol(nside))))\n",
    "print( \"Pixel area: %.2f square degrees\" % hp.nside2pixarea(nside, degrees=True))\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "a90dfe7f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1302 1106 1406 ... 8686 8686 8821]\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Latitude in degrees</th>\n",
       "      <th>Longitude in degrees</th>\n",
       "      <th>Frequency(MHz)</th>\n",
       "      <th>EIRP</th>\n",
       "      <th>New Frequency</th>\n",
       "      <th>Pixel_number</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>50.947181</td>\n",
       "      <td>8.532986</td>\n",
       "      <td>87.6</td>\n",
       "      <td>164000.0</td>\n",
       "      <td>87.5</td>\n",
       "      <td>1302</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>53.509289</td>\n",
       "      <td>10.093932</td>\n",
       "      <td>87.6</td>\n",
       "      <td>131200.0</td>\n",
       "      <td>87.5</td>\n",
       "      <td>1106</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>49.832397</td>\n",
       "      <td>9.592726</td>\n",
       "      <td>87.6</td>\n",
       "      <td>41000.0</td>\n",
       "      <td>87.5</td>\n",
       "      <td>1406</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>49.629033</td>\n",
       "      <td>7.820645</td>\n",
       "      <td>87.6</td>\n",
       "      <td>820.0</td>\n",
       "      <td>87.5</td>\n",
       "      <td>1406</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>49.681928</td>\n",
       "      <td>7.327415</td>\n",
       "      <td>87.6</td>\n",
       "      <td>328.0</td>\n",
       "      <td>87.5</td>\n",
       "      <td>1406</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14102</th>\n",
       "      <td>-25.234722</td>\n",
       "      <td>130.991944</td>\n",
       "      <td>99.7</td>\n",
       "      <td>524.8</td>\n",
       "      <td>99.5</td>\n",
       "      <td>8686</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14103</th>\n",
       "      <td>-25.234722</td>\n",
       "      <td>130.991944</td>\n",
       "      <td>100.5</td>\n",
       "      <td>524.8</td>\n",
       "      <td>100.5</td>\n",
       "      <td>8686</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14104</th>\n",
       "      <td>-25.234722</td>\n",
       "      <td>130.991944</td>\n",
       "      <td>102.1</td>\n",
       "      <td>328.0</td>\n",
       "      <td>102.0</td>\n",
       "      <td>8686</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14105</th>\n",
       "      <td>-25.234722</td>\n",
       "      <td>130.991944</td>\n",
       "      <td>105.3</td>\n",
       "      <td>656.0</td>\n",
       "      <td>105.5</td>\n",
       "      <td>8686</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14106</th>\n",
       "      <td>-26.611389</td>\n",
       "      <td>149.383333</td>\n",
       "      <td>89.5</td>\n",
       "      <td>32.8</td>\n",
       "      <td>89.5</td>\n",
       "      <td>8821</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>13195 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       Latitude in degrees  Longitude in degrees  Frequency(MHz)      EIRP  \\\n",
       "0                50.947181              8.532986            87.6  164000.0   \n",
       "1                53.509289             10.093932            87.6  131200.0   \n",
       "2                49.832397              9.592726            87.6   41000.0   \n",
       "3                49.629033              7.820645            87.6     820.0   \n",
       "4                49.681928              7.327415            87.6     328.0   \n",
       "...                    ...                   ...             ...       ...   \n",
       "14102           -25.234722            130.991944            99.7     524.8   \n",
       "14103           -25.234722            130.991944           100.5     524.8   \n",
       "14104           -25.234722            130.991944           102.1     328.0   \n",
       "14105           -25.234722            130.991944           105.3     656.0   \n",
       "14106           -26.611389            149.383333            89.5      32.8   \n",
       "\n",
       "       New Frequency  Pixel_number  \n",
       "0               87.5          1302  \n",
       "1               87.5          1106  \n",
       "2               87.5          1406  \n",
       "3               87.5          1406  \n",
       "4               87.5          1406  \n",
       "...              ...           ...  \n",
       "14102           99.5          8686  \n",
       "14103          100.5          8686  \n",
       "14104          102.0          8686  \n",
       "14105          105.5          8686  \n",
       "14106           89.5          8821  \n",
       "\n",
       "[13195 rows x 6 columns]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "######-------------------Allocating Pixel number to the Latitude and Longitude of each Tx in the CSV---------#######\n",
    "\n",
    "\n",
    "\n",
    "# Healpy pixel number when input angles are assumed to be longitude and latitude in degrees\n",
    "pixel_indices = hp.ang2pix(nside, df['Longitude in degrees'].to_numpy() ,df['Latitude in degrees'].to_numpy(),lonlat=True)\n",
    "df['Pixel_number']=pixel_indices \n",
    "print(pixel_indices)\n",
    "\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "720296f1",
   "metadata": {},
   "outputs": [],
   "source": [
    "#######---------------Conversion of the pixel numbers w.r.t the given NSIDE to corresponding angular coordinates--------#######\n",
    "\n",
    "\n",
    "NPIX = hp.nside2npix(nside) # Storing the number of pixels of the map corresponding to the given NSIDE\n",
    "arr=np.arange(NPIX) #Create an an array of pixel numbers with respect to the NSIDE\n",
    "\n",
    "theta, phi = (hp.pix2ang(nside, ipix=arr,lonlat=True)) # Array of the angular coordinates co-latitude(theta) \n",
    "                                                        #and longitude(phi) in degrees \n",
    "                                                       # With respect to the given NSIDE\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "01ee4abc",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Enter number of data points : 3\n",
      "[  400.         3794.7331922 36000.       ]\n"
     ]
    }
   ],
   "source": [
    "#######------------------Altitudes of the satellite orbit--------####\n",
    "\n",
    "\n",
    "#Creating user defined data points between 400 km to 36000 km in log scale\n",
    "data_point=int(input(\"Enter number of data points : \"))\n",
    "altitude= np.logspace(np.log10(400),np.log10(36000),data_point) \n",
    "print(altitude)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "adccab72",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " The Field of view of the satellite at a height of 400.0000000000001 km is 2.4507006996152447 radians\n",
      " The Field of view of the satellite at a height of 3794.733192202054 km is 1.3546564445594882 radians\n",
      " The Field of view of the satellite at a height of 35999.99999999996 km is 0.30186940950576446 radians\n"
     ]
    }
   ],
   "source": [
    "###########----------------- Calculation of Field of view of the satellite---------#######\n",
    "###########-----------------Considering Nadir-pointing Field of View Geometry-------######\n",
    "##########-----------------Considering the FOV of the satellite to be tangent to the surface of the Earth------######\n",
    "\n",
    "\n",
    "FOV=np.zeros(len(altitude))\n",
    "for i in range(0,len(altitude)):\n",
    "# Consider a case of full coverage under elevation of 0 º\n",
    "    Rad= 6371 # Mean radius of Earth in km\n",
    "    FOV[i]= 2*np.arcsin(Rad/(Rad+ altitude[i]))  # Field of view for maximal coverage in radians when elevation is 0 º \n",
    "    print(\" The Field of view of the satellite at a height of\",altitude[i],\"km is\",FOV[i], \"radians\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "5482a0a9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " The Radius of the Field of View for a height of 400.0000000000001 km in radians is 0.3454459769872743\n",
      " The Radius of the Field of View for a height of 3794.733192202054 km in radians is 0.8934681045151526\n",
      " The Radius of the Field of View for a height of 35999.99999999996 km in radians is 1.4198616220420144\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "3"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "###########----------------- Calculation of the radius of the FOV of the satellite---------#######\n",
    "\n",
    "\n",
    "\n",
    "# The surface of the coverage area of the Earth depends on the central angle\n",
    "Central_angle=np.zeros(len(altitude))\n",
    "for i in range(0,len(altitude)):\n",
    "    Central_angle[i]=np.arccos(Rad/(Rad+altitude[i])) # Central angle in radians\n",
    "    \n",
    "    Dia_of_FOV=2*Central_angle*Rad  # Diameter of the FOV (disc on the Earth's surface)in km\n",
    "    Rad_of_FOV= Dia_of_FOV/2 # Radius of the FOV in km\n",
    "    Rad_of_FOV=Rad_of_FOV/Rad  # Radius of the FOV in Radians\n",
    "    print(\" The Radius of the Field of View for a height of\",altitude[i],\"km in radians is\",Rad_of_FOV[i])\n",
    "len(Rad_of_FOV)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "9654f3fd",
   "metadata": {},
   "outputs": [],
   "source": [
    "###############-----Storing indices of the pixel number that are inside the circle/disc(FOV) wrt the altitude-----------######\n",
    "\n",
    "\n",
    "vec1 = hp.ang2vec(theta,phi,lonlat=True) #Using ang2vec convert angles that is co-latitude and longitude in radians\n",
    "                                        #to 3D position vector\n",
    "    \n",
    "disc=np.zeros((len(arr),len(Rad_of_FOV)),dtype=object)#Array of indices of the pixel number that are inside the \n",
    "                                                      #circle/disc specified by vec and radius\n",
    "def pixel_disc(a,b):\n",
    "    for i in range(len(a)):\n",
    "        for j in range(len(b)):\n",
    "            disc[j][i]=hp.query_disc(nside, vec1[j], radius=a[i])\n",
    "pixel_disc(Rad_of_FOV,arr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "0ddb196b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...</td>\n",
       "      <td>[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...</td>\n",
       "      <td>[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...</td>\n",
       "      <td>[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...</td>\n",
       "      <td>[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...</td>\n",
       "      <td>[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...</td>\n",
       "      <td>[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...</td>\n",
       "      <td>[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...</td>\n",
       "      <td>[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...</td>\n",
       "      <td>[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...</td>\n",
       "      <td>[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12283</th>\n",
       "      <td>[11808, 11809, 11858, 11859, 11860, 11861, 118...</td>\n",
       "      <td>[9792, 9793, 9794, 9795, 9796, 9797, 9798, 979...</td>\n",
       "      <td>[6720, 6832, 6833, 6834, 6835, 6836, 6837, 683...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12284</th>\n",
       "      <td>[11868, 11869, 11870, 11871, 11872, 11873, 118...</td>\n",
       "      <td>[9920, 9921, 9922, 9923, 9924, 9925, 9926, 992...</td>\n",
       "      <td>[6976, 6977, 6978, 6979, 6980, 6981, 6982, 698...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12285</th>\n",
       "      <td>[11880, 11881, 11882, 11883, 11884, 11885, 118...</td>\n",
       "      <td>[9938, 9939, 9940, 9941, 9942, 9943, 9944, 994...</td>\n",
       "      <td>[6996, 6997, 6998, 6999, 7000, 7001, 7002, 700...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12286</th>\n",
       "      <td>[11894, 11895, 11896, 11897, 11898, 11899, 119...</td>\n",
       "      <td>[9970, 9971, 9972, 9973, 9974, 9975, 9976, 997...</td>\n",
       "      <td>[7028, 7029, 7030, 7031, 7032, 7033, 7034, 703...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12287</th>\n",
       "      <td>[11868, 11869, 11908, 11909, 11910, 11911, 119...</td>\n",
       "      <td>[9920, 9921, 9922, 9923, 9924, 9925, 9926, 992...</td>\n",
       "      <td>[6976, 6977, 6978, 6979, 6980, 6981, 6982, 698...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>12288 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                       0  \\\n",
       "0      [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...   \n",
       "1      [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...   \n",
       "2      [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...   \n",
       "3      [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...   \n",
       "4      [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...   \n",
       "...                                                  ...   \n",
       "12283  [11808, 11809, 11858, 11859, 11860, 11861, 118...   \n",
       "12284  [11868, 11869, 11870, 11871, 11872, 11873, 118...   \n",
       "12285  [11880, 11881, 11882, 11883, 11884, 11885, 118...   \n",
       "12286  [11894, 11895, 11896, 11897, 11898, 11899, 119...   \n",
       "12287  [11868, 11869, 11908, 11909, 11910, 11911, 119...   \n",
       "\n",
       "                                                       1  \\\n",
       "0      [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...   \n",
       "1      [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...   \n",
       "2      [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...   \n",
       "3      [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...   \n",
       "4      [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...   \n",
       "...                                                  ...   \n",
       "12283  [9792, 9793, 9794, 9795, 9796, 9797, 9798, 979...   \n",
       "12284  [9920, 9921, 9922, 9923, 9924, 9925, 9926, 992...   \n",
       "12285  [9938, 9939, 9940, 9941, 9942, 9943, 9944, 994...   \n",
       "12286  [9970, 9971, 9972, 9973, 9974, 9975, 9976, 997...   \n",
       "12287  [9920, 9921, 9922, 9923, 9924, 9925, 9926, 992...   \n",
       "\n",
       "                                                       2  \n",
       "0      [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...  \n",
       "1      [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...  \n",
       "2      [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...  \n",
       "3      [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...  \n",
       "4      [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,...  \n",
       "...                                                  ...  \n",
       "12283  [6720, 6832, 6833, 6834, 6835, 6836, 6837, 683...  \n",
       "12284  [6976, 6977, 6978, 6979, 6980, 6981, 6982, 698...  \n",
       "12285  [6996, 6997, 6998, 6999, 7000, 7001, 7002, 700...  \n",
       "12286  [7028, 7029, 7030, 7031, 7032, 7033, 7034, 703...  \n",
       "12287  [6976, 6977, 6978, 6979, 6980, 6981, 6982, 698...  \n",
       "\n",
       "[12288 rows x 3 columns]"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#########------- Cross checking the array being created-----#########\n",
    "\n",
    "df1 = pd.DataFrame(disc)\n",
    "df1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "b522ae35",
   "metadata": {},
   "outputs": [],
   "source": [
    "######-----Storing indices of the pixel number that are common between the FOV disc and the satellite pixel no------####\n",
    "\n",
    "\n",
    "Comm_pix=np.zeros((len(disc[:,i]),len(Rad_of_FOV)),dtype=object)\n",
    "\n",
    "for i in range(len(Rad_of_FOV)):\n",
    "    for k in range(len(disc[:,i])):\n",
    "     \n",
    "\n",
    "         Comm_pix[k][i]=np.intersect1d(pixel_indices,disc[k][i])#Array of indices of the pixel number that are\n",
    "                                                           #common between the FOV disc and the satellite pixel no\n",
    "         "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "8e33fedd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>[209, 253, 301]</td>\n",
       "      <td>[209, 253, 301, 352, 399, 400, 401, 403, 405, ...</td>\n",
       "      <td>[209, 253, 301, 352, 399, 400, 401, 403, 405, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>[209, 253, 301]</td>\n",
       "      <td>[209, 253, 301, 352, 399, 400, 401, 403, 405, ...</td>\n",
       "      <td>[209, 253, 301, 352, 399, 400, 401, 403, 405, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>[209, 253, 301, 352, 399, 400, 401, 403, 405, ...</td>\n",
       "      <td>[209, 253, 301, 352, 399, 400, 401, 403, 405, ...</td>\n",
       "      <td>[209, 253, 301, 352, 399, 400, 401, 403, 405, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>[209, 253, 301, 352, 405, 407, 409]</td>\n",
       "      <td>[209, 253, 301, 352, 399, 400, 401, 403, 405, ...</td>\n",
       "      <td>[209, 253, 301, 352, 399, 400, 401, 403, 405, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>[209, 253, 301]</td>\n",
       "      <td>[209, 253, 301, 352, 399, 400, 401, 403, 405, ...</td>\n",
       "      <td>[209, 253, 301, 352, 399, 400, 401, 403, 405, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12283</th>\n",
       "      <td>[]</td>\n",
       "      <td>[10227, 10228, 10354]</td>\n",
       "      <td>[6947, 7394, 7406, 7407, 7408, 7410, 7533, 753...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12284</th>\n",
       "      <td>[]</td>\n",
       "      <td>[10099, 10100, 10227, 10228, 10354]</td>\n",
       "      <td>[7141, 7154, 7155, 7279, 7283, 7394, 7406, 740...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12285</th>\n",
       "      <td>[]</td>\n",
       "      <td>[9970, 9971, 9972, 10099, 10100, 10227, 10228,...</td>\n",
       "      <td>[7141, 7154, 7155, 7279, 7283, 7394, 7406, 740...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12286</th>\n",
       "      <td>[]</td>\n",
       "      <td>[9970, 9971, 9972, 10099, 10100, 10227, 10228,...</td>\n",
       "      <td>[7141, 7154, 7155, 7279, 7283, 7394, 7406, 740...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12287</th>\n",
       "      <td>[]</td>\n",
       "      <td>[10227, 10228, 10354]</td>\n",
       "      <td>[7279, 7283, 7394, 7406, 7407, 7408, 7410, 753...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>12288 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                       0  \\\n",
       "0                                        [209, 253, 301]   \n",
       "1                                        [209, 253, 301]   \n",
       "2      [209, 253, 301, 352, 399, 400, 401, 403, 405, ...   \n",
       "3                    [209, 253, 301, 352, 405, 407, 409]   \n",
       "4                                        [209, 253, 301]   \n",
       "...                                                  ...   \n",
       "12283                                                 []   \n",
       "12284                                                 []   \n",
       "12285                                                 []   \n",
       "12286                                                 []   \n",
       "12287                                                 []   \n",
       "\n",
       "                                                       1  \\\n",
       "0      [209, 253, 301, 352, 399, 400, 401, 403, 405, ...   \n",
       "1      [209, 253, 301, 352, 399, 400, 401, 403, 405, ...   \n",
       "2      [209, 253, 301, 352, 399, 400, 401, 403, 405, ...   \n",
       "3      [209, 253, 301, 352, 399, 400, 401, 403, 405, ...   \n",
       "4      [209, 253, 301, 352, 399, 400, 401, 403, 405, ...   \n",
       "...                                                  ...   \n",
       "12283                              [10227, 10228, 10354]   \n",
       "12284                [10099, 10100, 10227, 10228, 10354]   \n",
       "12285  [9970, 9971, 9972, 10099, 10100, 10227, 10228,...   \n",
       "12286  [9970, 9971, 9972, 10099, 10100, 10227, 10228,...   \n",
       "12287                              [10227, 10228, 10354]   \n",
       "\n",
       "                                                       2  \n",
       "0      [209, 253, 301, 352, 399, 400, 401, 403, 405, ...  \n",
       "1      [209, 253, 301, 352, 399, 400, 401, 403, 405, ...  \n",
       "2      [209, 253, 301, 352, 399, 400, 401, 403, 405, ...  \n",
       "3      [209, 253, 301, 352, 399, 400, 401, 403, 405, ...  \n",
       "4      [209, 253, 301, 352, 399, 400, 401, 403, 405, ...  \n",
       "...                                                  ...  \n",
       "12283  [6947, 7394, 7406, 7407, 7408, 7410, 7533, 753...  \n",
       "12284  [7141, 7154, 7155, 7279, 7283, 7394, 7406, 740...  \n",
       "12285  [7141, 7154, 7155, 7279, 7283, 7394, 7406, 740...  \n",
       "12286  [7141, 7154, 7155, 7279, 7283, 7394, 7406, 740...  \n",
       "12287  [7279, 7283, 7394, 7406, 7407, 7408, 7410, 753...  \n",
       "\n",
       "[12288 rows x 3 columns]"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#########------- Cross checking the array being created-----#########\n",
    "\n",
    "\n",
    "df2 = pd.DataFrame(Comm_pix)\n",
    "df2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "564c935e",
   "metadata": {},
   "outputs": [],
   "source": [
    "######--- Initializing the array to store the pixel number that are common between the FOV disc ---####\n",
    "######                        and the satellite pixel no    ######\n",
    "\n",
    "\n",
    "### THIS CELL NEEDS TO BE CORRECTED ###\n",
    "### ALERT: Once executed it will show error \n",
    "##           Move on and execute the next cell which will again show an error\n",
    "##           Come back execute this cell again and then execute the next cell\n",
    "\n",
    "\n",
    "Comm_TX=np.zeros((len(Comm_pix[:,j]),len(Rad_of_FOV)),dtype=object)\n",
    "found_common=np.zeros(( len(Comm_pix[:,j]),len(Rad_of_FOV)),dtype=object)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "bf4f254a",
   "metadata": {},
   "outputs": [],
   "source": [
    "######-----Storing indices of the pixel number that are common between the FOV disc and the satellite pixel no ------#\n",
    "######-----And the same pixel number of the transmitters-----##\n",
    "\n",
    "#Comm_TX=np.zeros((len(Comm_pix[:,j]),len(Rad_of_FOV)),dtype=object)\n",
    "#found_common=np.zeros(( len(Comm_pix[:,j]),ln(Comm_pix[:,j])en(Rad_of_FOV)),dtype=object)\n",
    "\n",
    "for j in range(len(Rad_of_FOV)):\n",
    "    for i in range(len(Comm_pix[:,j])):\n",
    "        Comm_TX[i][j]=set(Comm_pix[i][j])\n",
    "        found_common[i][j] = [l for l in pixel_indices if l in Comm_TX[i][j]]#Array of indices of the pixel number that \n",
    "                                                    #are common between the FOV disc and the satellite pixel no with\n",
    "                                                    # Tx having same pixel number\n",
    "                                                                       \n",
    "         "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "3e2565bb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>[253, 301, 209]</td>\n",
       "      <td>[1302, 1106, 1406, 1406, 1406, 1300, 1406, 140...</td>\n",
       "      <td>[1302, 1106, 1406, 1406, 1406, 1300, 1406, 140...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>[253, 301, 209]</td>\n",
       "      <td>[1302, 1106, 1406, 1406, 1406, 1300, 1406, 140...</td>\n",
       "      <td>[1302, 1106, 1406, 1406, 1406, 1300, 1406, 140...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>[401, 400, 399, 253, 403, 403, 403, 407, 301, ...</td>\n",
       "      <td>[1302, 1106, 1406, 1406, 1406, 1300, 1406, 140...</td>\n",
       "      <td>[1302, 1106, 1406, 1406, 1406, 1300, 1406, 140...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>[253, 409, 407, 301, 209, 405, 405, 352, 405, ...</td>\n",
       "      <td>[1302, 1106, 1406, 1406, 1406, 1300, 1406, 140...</td>\n",
       "      <td>[1302, 1106, 1406, 1406, 1406, 1300, 1406, 140...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>[253, 301, 209]</td>\n",
       "      <td>[1302, 1106, 1406, 1406, 1406, 1300, 1406, 140...</td>\n",
       "      <td>[1302, 1106, 1406, 1406, 1406, 1300, 1406, 140...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12283</th>\n",
       "      <td>[]</td>\n",
       "      <td>[10228, 10228, 10228, 10354, 10354, 10354, 103...</td>\n",
       "      <td>[9971, 6947, 9971, 9713, 9713, 9713, 9713, 971...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12284</th>\n",
       "      <td>[]</td>\n",
       "      <td>[10100, 10100, 10100, 10228, 10228, 10228, 101...</td>\n",
       "      <td>[9971, 9971, 9713, 9713, 9713, 9713, 9713, 971...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12285</th>\n",
       "      <td>[]</td>\n",
       "      <td>[9971, 9971, 9971, 9971, 9971, 9971, 9971, 997...</td>\n",
       "      <td>[9971, 9971, 9713, 9713, 9713, 9713, 9713, 971...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12286</th>\n",
       "      <td>[]</td>\n",
       "      <td>[9971, 9971, 9971, 9971, 9971, 9971, 9971, 997...</td>\n",
       "      <td>[9971, 9971, 9713, 9713, 9713, 9713, 9713, 971...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12287</th>\n",
       "      <td>[]</td>\n",
       "      <td>[10228, 10228, 10228, 10354, 10354, 10354, 103...</td>\n",
       "      <td>[9971, 9971, 9713, 9713, 9713, 9713, 9713, 971...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>12288 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                       0  \\\n",
       "0                                        [253, 301, 209]   \n",
       "1                                        [253, 301, 209]   \n",
       "2      [401, 400, 399, 253, 403, 403, 403, 407, 301, ...   \n",
       "3      [253, 409, 407, 301, 209, 405, 405, 352, 405, ...   \n",
       "4                                        [253, 301, 209]   \n",
       "...                                                  ...   \n",
       "12283                                                 []   \n",
       "12284                                                 []   \n",
       "12285                                                 []   \n",
       "12286                                                 []   \n",
       "12287                                                 []   \n",
       "\n",
       "                                                       1  \\\n",
       "0      [1302, 1106, 1406, 1406, 1406, 1300, 1406, 140...   \n",
       "1      [1302, 1106, 1406, 1406, 1406, 1300, 1406, 140...   \n",
       "2      [1302, 1106, 1406, 1406, 1406, 1300, 1406, 140...   \n",
       "3      [1302, 1106, 1406, 1406, 1406, 1300, 1406, 140...   \n",
       "4      [1302, 1106, 1406, 1406, 1406, 1300, 1406, 140...   \n",
       "...                                                  ...   \n",
       "12283  [10228, 10228, 10228, 10354, 10354, 10354, 103...   \n",
       "12284  [10100, 10100, 10100, 10228, 10228, 10228, 101...   \n",
       "12285  [9971, 9971, 9971, 9971, 9971, 9971, 9971, 997...   \n",
       "12286  [9971, 9971, 9971, 9971, 9971, 9971, 9971, 997...   \n",
       "12287  [10228, 10228, 10228, 10354, 10354, 10354, 103...   \n",
       "\n",
       "                                                       2  \n",
       "0      [1302, 1106, 1406, 1406, 1406, 1300, 1406, 140...  \n",
       "1      [1302, 1106, 1406, 1406, 1406, 1300, 1406, 140...  \n",
       "2      [1302, 1106, 1406, 1406, 1406, 1300, 1406, 140...  \n",
       "3      [1302, 1106, 1406, 1406, 1406, 1300, 1406, 140...  \n",
       "4      [1302, 1106, 1406, 1406, 1406, 1300, 1406, 140...  \n",
       "...                                                  ...  \n",
       "12283  [9971, 6947, 9971, 9713, 9713, 9713, 9713, 971...  \n",
       "12284  [9971, 9971, 9713, 9713, 9713, 9713, 9713, 971...  \n",
       "12285  [9971, 9971, 9713, 9713, 9713, 9713, 9713, 971...  \n",
       "12286  [9971, 9971, 9713, 9713, 9713, 9713, 9713, 971...  \n",
       "12287  [9971, 9971, 9713, 9713, 9713, 9713, 9713, 971...  \n",
       "\n",
       "[12288 rows x 3 columns]"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#########------- Cross checking the array being created-----#########\n",
    "\n",
    "df3 = pd.DataFrame(found_common)\n",
    "df3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "e7ada8e9",
   "metadata": {},
   "outputs": [],
   "source": [
    "#######-------Store the values of the received power in Watt,dBm and Kelvin wrt altitude----#####\n",
    "######------- Calculation of the received power using Friis Transmission Equation--------#######\n",
    "######-------Considering isotropic transmitter and receiver with gain =1 -------------#########\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "res=fres*1e6 #Bandwidth\n",
    "Rx_Power= np.zeros((len(df),len(altitude)))\n",
    "Rx_Power_in_Kelvin=np.zeros((len(df),len(altitude)))\n",
    "for i in range(0,len(altitude)):\n",
    "    for j in range(0,len(df)):\n",
    "        wavelength= (3*1e8)/(df.iloc[j]['Frequency(MHz)']*1e6)\n",
    "        Rx_Power[j][i]= ((df.iloc[j]['EIRP'])*(wavelength)**2)/(4*np.pi*altitude[i])**2 #the Friis Transmission Equation\n",
    "        \n",
    "        Rx_Power_in_Kelvin[j][i]=Rx_Power[j][i]/(1.38*1e-23*res)#in Kelvin\n",
    "        #df9[j][i]=pd.DataFrame(Rx_Power_in_Kelvin[j][i])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "3077ec7b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>Pixel_number</th>\n",
       "      <th>New Frequency</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1.103289e+16</td>\n",
       "      <td>1.225877e+14</td>\n",
       "      <td>1.362085e+12</td>\n",
       "      <td>1302</td>\n",
       "      <td>87.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>8.826313e+15</td>\n",
       "      <td>9.807015e+13</td>\n",
       "      <td>1.089668e+12</td>\n",
       "      <td>1106</td>\n",
       "      <td>87.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2.758223e+15</td>\n",
       "      <td>3.064692e+13</td>\n",
       "      <td>3.405213e+11</td>\n",
       "      <td>1406</td>\n",
       "      <td>87.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>5.516446e+13</td>\n",
       "      <td>6.129384e+11</td>\n",
       "      <td>6.810427e+09</td>\n",
       "      <td>1406</td>\n",
       "      <td>87.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2.206578e+13</td>\n",
       "      <td>2.451754e+11</td>\n",
       "      <td>2.724171e+09</td>\n",
       "      <td>1406</td>\n",
       "      <td>87.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13190</th>\n",
       "      <td>2.725569e+13</td>\n",
       "      <td>3.028410e+11</td>\n",
       "      <td>3.364900e+09</td>\n",
       "      <td>8686</td>\n",
       "      <td>99.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13191</th>\n",
       "      <td>2.682350e+13</td>\n",
       "      <td>2.980389e+11</td>\n",
       "      <td>3.311543e+09</td>\n",
       "      <td>8686</td>\n",
       "      <td>100.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13192</th>\n",
       "      <td>1.624337e+13</td>\n",
       "      <td>1.804819e+11</td>\n",
       "      <td>2.005354e+09</td>\n",
       "      <td>8686</td>\n",
       "      <td>102.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13193</th>\n",
       "      <td>3.054223e+13</td>\n",
       "      <td>3.393582e+11</td>\n",
       "      <td>3.770646e+09</td>\n",
       "      <td>8686</td>\n",
       "      <td>105.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13194</th>\n",
       "      <td>2.113886e+12</td>\n",
       "      <td>2.348762e+10</td>\n",
       "      <td>2.609735e+08</td>\n",
       "      <td>8821</td>\n",
       "      <td>89.5</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>13195 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                  0             1             2  Pixel_number  New Frequency\n",
       "0      1.103289e+16  1.225877e+14  1.362085e+12          1302           87.5\n",
       "1      8.826313e+15  9.807015e+13  1.089668e+12          1106           87.5\n",
       "2      2.758223e+15  3.064692e+13  3.405213e+11          1406           87.5\n",
       "3      5.516446e+13  6.129384e+11  6.810427e+09          1406           87.5\n",
       "4      2.206578e+13  2.451754e+11  2.724171e+09          1406           87.5\n",
       "...             ...           ...           ...           ...            ...\n",
       "13190  2.725569e+13  3.028410e+11  3.364900e+09          8686           99.5\n",
       "13191  2.682350e+13  2.980389e+11  3.311543e+09          8686          100.5\n",
       "13192  1.624337e+13  1.804819e+11  2.005354e+09          8686          102.0\n",
       "13193  3.054223e+13  3.393582e+11  3.770646e+09          8686          105.5\n",
       "13194  2.113886e+12  2.348762e+10  2.609735e+08          8821           89.5\n",
       "\n",
       "[13195 rows x 5 columns]"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "##### ---Create dataframe to store the values of the received power in Kelvin w.r.t the altitude----#####\n",
    "\n",
    "##### The first three columns of the dataframe indicate the altitude [0=400 km, 1= 3794 km , 2= 36000 km ] #####\n",
    "##### The column will vary with the user input for the number of altitudes ######\n",
    "\n",
    "df_data=pd.DataFrame(Rx_Power_in_Kelvin)\n",
    "df_data['Pixel_number']=pixel_indices\n",
    "df_data['New Frequency']=freq_arr\n",
    "\n",
    "\n",
    "df_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "92ecee7a",
   "metadata": {},
   "outputs": [],
   "source": [
    "######--- Initializing the array to store the dataframes for the FOV for each pixel position of the satellite #####\n",
    "######            at different altitudes   ######\n",
    "\n",
    "\n",
    "##### THE CELL NEEDS TO BE CORRECTED  #####\n",
    "### ALERT: Once executed it will show error \n",
    "##           Move on and execute the next cell which will again show an error\n",
    "##           Come back execute this cell again and then execute the next cell\n",
    "\n",
    "\n",
    "df_1=np.zeros((len(found_common[:,j]),len(Rad_of_FOV)),dtype=object)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "7ca7fad2",
   "metadata": {},
   "outputs": [],
   "source": [
    "#########  Create dataframes for the FOV for each pixel position of the satellite at different altitudes #######\n",
    "\n",
    "\n",
    "\n",
    "#df_1=np.zeros((len(found_common[:,j]),len(Rad_of_FOV)),dtype=object)\n",
    "for j in range(len(Rad_of_FOV)):\n",
    "    for i in range(len(found_common[:,j])):\n",
    "        df_1[i][j]= df_data.loc[df_data['Pixel_number'].isin(found_common[i][j])]\n",
    "        df_1[i][j]= df_1[i][j].groupby(['New Frequency']).sum()  # df9['Pixel_number']= Column consisting of \n",
    "        df_1[i][j]= df_1[i][j].reset_index()                                                 #the values of pixel number of the transmitters \n",
    "                                                                    #based on the resolution of the map\n",
    "        \n",
    "        \n",
    "       \n",
    "#df_1.drop['Pixel_number']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "72acd150",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>New Frequency</th>\n",
       "      <th>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>Pixel_number</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>105.0</td>\n",
       "      <td>1.287661e+13</td>\n",
       "      <td>1.430734e+11</td>\n",
       "      <td>1.589704e+09</td>\n",
       "      <td>510</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>107.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>253</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   New Frequency             0             1             2  Pixel_number\n",
       "0          105.0  1.287661e+13  1.430734e+11  1.589704e+09           510\n",
       "1          107.0  0.000000e+00  0.000000e+00  0.000000e+00           253"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Dataframe showing the pixel numbers(or Transmitters with their respective operating frequency)in the\n",
    "# FOV of the satellite at an altitude 400 km when overhead pixel position(or number) 0\n",
    "    \n",
    "       # First 0 indicate the pixel position(or number)\n",
    "       # Second 0 indicate the altitude [0=400 km, 1= 3794 km , 2= 36000 km ]\n",
    "\n",
    "\n",
    "\n",
    "df_1[0][0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "bb807702",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>New Frequency</th>\n",
       "      <th>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>Pixel_number</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>90.0</td>\n",
       "      <td>1.045235e+13</td>\n",
       "      <td>1.161373e+11</td>\n",
       "      <td>1.290414e+09</td>\n",
       "      <td>757</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>90.5</td>\n",
       "      <td>4.464682e+12</td>\n",
       "      <td>4.960758e+10</td>\n",
       "      <td>5.511953e+08</td>\n",
       "      <td>405</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>97.5</td>\n",
       "      <td>2.749604e+12</td>\n",
       "      <td>3.055115e+10</td>\n",
       "      <td>3.394573e+08</td>\n",
       "      <td>403</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>98.5</td>\n",
       "      <td>7.184629e+12</td>\n",
       "      <td>7.982922e+10</td>\n",
       "      <td>8.869913e+08</td>\n",
       "      <td>405</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>100.0</td>\n",
       "      <td>4.241667e+13</td>\n",
       "      <td>4.712963e+11</td>\n",
       "      <td>5.236626e+09</td>\n",
       "      <td>798</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>100.5</td>\n",
       "      <td>8.349080e+11</td>\n",
       "      <td>9.276755e+09</td>\n",
       "      <td>1.030751e+08</td>\n",
       "      <td>399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>102.0</td>\n",
       "      <td>8.968956e+12</td>\n",
       "      <td>9.965506e+10</td>\n",
       "      <td>1.107278e+09</td>\n",
       "      <td>403</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>105.0</td>\n",
       "      <td>3.127176e+13</td>\n",
       "      <td>3.474640e+11</td>\n",
       "      <td>3.860711e+09</td>\n",
       "      <td>2126</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>107.0</td>\n",
       "      <td>5.904846e+11</td>\n",
       "      <td>6.560940e+09</td>\n",
       "      <td>7.289934e+07</td>\n",
       "      <td>653</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   New Frequency             0             1             2  Pixel_number\n",
       "0           90.0  1.045235e+13  1.161373e+11  1.290414e+09           757\n",
       "1           90.5  4.464682e+12  4.960758e+10  5.511953e+08           405\n",
       "2           97.5  2.749604e+12  3.055115e+10  3.394573e+08           403\n",
       "3           98.5  7.184629e+12  7.982922e+10  8.869913e+08           405\n",
       "4          100.0  4.241667e+13  4.712963e+11  5.236626e+09           798\n",
       "5          100.5  8.349080e+11  9.276755e+09  1.030751e+08           399\n",
       "6          102.0  8.968956e+12  9.965506e+10  1.107278e+09           403\n",
       "7          105.0  3.127176e+13  3.474640e+11  3.860711e+09          2126\n",
       "8          107.0  5.904846e+11  6.560940e+09  7.289934e+07           653"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Dataframe showing the pixel numbers(or Transmitters with their respective operating frequency)in the\n",
    "# FOV of the satellite at an altitude 400 km when overhead pixel position(or number) 2\n",
    "    \n",
    "\n",
    "df_1[2][0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "e0b5cb69",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>New Frequency</th>\n",
       "      <th>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>Pixel_number</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>87.5</td>\n",
       "      <td>3.720320e+16</td>\n",
       "      <td>4.133689e+14</td>\n",
       "      <td>4.592988e+12</td>\n",
       "      <td>53605</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>88.0</td>\n",
       "      <td>3.366773e+17</td>\n",
       "      <td>3.740859e+15</td>\n",
       "      <td>4.156510e+13</td>\n",
       "      <td>395103</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>88.5</td>\n",
       "      <td>5.640744e+17</td>\n",
       "      <td>6.267494e+15</td>\n",
       "      <td>6.963882e+13</td>\n",
       "      <td>688270</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>89.0</td>\n",
       "      <td>2.979288e+17</td>\n",
       "      <td>3.310320e+15</td>\n",
       "      <td>3.678134e+13</td>\n",
       "      <td>432092</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>89.5</td>\n",
       "      <td>4.121095e+17</td>\n",
       "      <td>4.578995e+15</td>\n",
       "      <td>5.087772e+13</td>\n",
       "      <td>605723</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>90.0</td>\n",
       "      <td>2.880004e+17</td>\n",
       "      <td>3.200005e+15</td>\n",
       "      <td>3.555561e+13</td>\n",
       "      <td>520066</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>90.5</td>\n",
       "      <td>3.629132e+17</td>\n",
       "      <td>4.032369e+15</td>\n",
       "      <td>4.480410e+13</td>\n",
       "      <td>576173</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>91.0</td>\n",
       "      <td>3.024825e+17</td>\n",
       "      <td>3.360917e+15</td>\n",
       "      <td>3.734352e+13</td>\n",
       "      <td>467596</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>91.5</td>\n",
       "      <td>3.255271e+17</td>\n",
       "      <td>3.616968e+15</td>\n",
       "      <td>4.018853e+13</td>\n",
       "      <td>661434</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>92.0</td>\n",
       "      <td>2.910558e+17</td>\n",
       "      <td>3.233953e+15</td>\n",
       "      <td>3.593281e+13</td>\n",
       "      <td>481077</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>92.5</td>\n",
       "      <td>3.119052e+17</td>\n",
       "      <td>3.465614e+15</td>\n",
       "      <td>3.850682e+13</td>\n",
       "      <td>521239</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>93.0</td>\n",
       "      <td>2.157444e+17</td>\n",
       "      <td>2.397160e+15</td>\n",
       "      <td>2.663511e+13</td>\n",
       "      <td>305906</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>93.5</td>\n",
       "      <td>2.376326e+17</td>\n",
       "      <td>2.640362e+15</td>\n",
       "      <td>2.933735e+13</td>\n",
       "      <td>517232</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>94.0</td>\n",
       "      <td>2.034338e+17</td>\n",
       "      <td>2.260375e+15</td>\n",
       "      <td>2.511528e+13</td>\n",
       "      <td>309309</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>94.5</td>\n",
       "      <td>3.690882e+17</td>\n",
       "      <td>4.100980e+15</td>\n",
       "      <td>4.556644e+13</td>\n",
       "      <td>405349</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>95.0</td>\n",
       "      <td>2.296833e+17</td>\n",
       "      <td>2.552036e+15</td>\n",
       "      <td>2.835596e+13</td>\n",
       "      <td>284845</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>95.5</td>\n",
       "      <td>3.109896e+17</td>\n",
       "      <td>3.455440e+15</td>\n",
       "      <td>3.839378e+13</td>\n",
       "      <td>458828</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>96.0</td>\n",
       "      <td>2.115737e+17</td>\n",
       "      <td>2.350819e+15</td>\n",
       "      <td>2.612021e+13</td>\n",
       "      <td>340460</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>96.5</td>\n",
       "      <td>3.311020e+17</td>\n",
       "      <td>3.678911e+15</td>\n",
       "      <td>4.087679e+13</td>\n",
       "      <td>437528</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>97.0</td>\n",
       "      <td>1.702501e+17</td>\n",
       "      <td>1.891668e+15</td>\n",
       "      <td>2.101854e+13</td>\n",
       "      <td>331896</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>97.5</td>\n",
       "      <td>2.844602e+17</td>\n",
       "      <td>3.160669e+15</td>\n",
       "      <td>3.511854e+13</td>\n",
       "      <td>425600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>98.0</td>\n",
       "      <td>2.187389e+17</td>\n",
       "      <td>2.430432e+15</td>\n",
       "      <td>2.700480e+13</td>\n",
       "      <td>322277</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>98.5</td>\n",
       "      <td>2.902855e+17</td>\n",
       "      <td>3.225394e+15</td>\n",
       "      <td>3.583771e+13</td>\n",
       "      <td>409156</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>99.0</td>\n",
       "      <td>2.190360e+17</td>\n",
       "      <td>2.433734e+15</td>\n",
       "      <td>2.704148e+13</td>\n",
       "      <td>295238</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>99.5</td>\n",
       "      <td>2.129118e+17</td>\n",
       "      <td>2.365686e+15</td>\n",
       "      <td>2.628540e+13</td>\n",
       "      <td>440742</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>100.0</td>\n",
       "      <td>2.202948e+17</td>\n",
       "      <td>2.447720e+15</td>\n",
       "      <td>2.719689e+13</td>\n",
       "      <td>337085</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>100.5</td>\n",
       "      <td>2.870484e+17</td>\n",
       "      <td>3.189427e+15</td>\n",
       "      <td>3.543808e+13</td>\n",
       "      <td>418530</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>101.0</td>\n",
       "      <td>2.023582e+17</td>\n",
       "      <td>2.248425e+15</td>\n",
       "      <td>2.498250e+13</td>\n",
       "      <td>303730</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>101.5</td>\n",
       "      <td>2.221105e+17</td>\n",
       "      <td>2.467894e+15</td>\n",
       "      <td>2.742105e+13</td>\n",
       "      <td>423929</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>102.0</td>\n",
       "      <td>1.764789e+17</td>\n",
       "      <td>1.960876e+15</td>\n",
       "      <td>2.178751e+13</td>\n",
       "      <td>304398</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>102.5</td>\n",
       "      <td>2.603632e+17</td>\n",
       "      <td>2.892925e+15</td>\n",
       "      <td>3.214361e+13</td>\n",
       "      <td>415119</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>103.0</td>\n",
       "      <td>1.742135e+17</td>\n",
       "      <td>1.935706e+15</td>\n",
       "      <td>2.150784e+13</td>\n",
       "      <td>313655</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>103.5</td>\n",
       "      <td>2.512994e+17</td>\n",
       "      <td>2.792215e+15</td>\n",
       "      <td>3.102461e+13</td>\n",
       "      <td>388037</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>104.0</td>\n",
       "      <td>2.264814e+17</td>\n",
       "      <td>2.516460e+15</td>\n",
       "      <td>2.796067e+13</td>\n",
       "      <td>331690</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>104.5</td>\n",
       "      <td>2.189061e+17</td>\n",
       "      <td>2.432290e+15</td>\n",
       "      <td>2.702545e+13</td>\n",
       "      <td>406243</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>105.0</td>\n",
       "      <td>2.059255e+17</td>\n",
       "      <td>2.288061e+15</td>\n",
       "      <td>2.542290e+13</td>\n",
       "      <td>359094</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>105.5</td>\n",
       "      <td>2.906656e+17</td>\n",
       "      <td>3.229618e+15</td>\n",
       "      <td>3.588465e+13</td>\n",
       "      <td>401143</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>106.0</td>\n",
       "      <td>1.961845e+17</td>\n",
       "      <td>2.179828e+15</td>\n",
       "      <td>2.422031e+13</td>\n",
       "      <td>297756</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>106.5</td>\n",
       "      <td>2.186089e+17</td>\n",
       "      <td>2.428988e+15</td>\n",
       "      <td>2.698875e+13</td>\n",
       "      <td>405149</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>107.0</td>\n",
       "      <td>1.607782e+17</td>\n",
       "      <td>1.786424e+15</td>\n",
       "      <td>1.984915e+13</td>\n",
       "      <td>331464</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>107.5</td>\n",
       "      <td>3.333866e+17</td>\n",
       "      <td>3.704296e+15</td>\n",
       "      <td>4.115884e+13</td>\n",
       "      <td>543937</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    New Frequency             0             1             2  Pixel_number\n",
       "0            87.5  3.720320e+16  4.133689e+14  4.592988e+12         53605\n",
       "1            88.0  3.366773e+17  3.740859e+15  4.156510e+13        395103\n",
       "2            88.5  5.640744e+17  6.267494e+15  6.963882e+13        688270\n",
       "3            89.0  2.979288e+17  3.310320e+15  3.678134e+13        432092\n",
       "4            89.5  4.121095e+17  4.578995e+15  5.087772e+13        605723\n",
       "5            90.0  2.880004e+17  3.200005e+15  3.555561e+13        520066\n",
       "6            90.5  3.629132e+17  4.032369e+15  4.480410e+13        576173\n",
       "7            91.0  3.024825e+17  3.360917e+15  3.734352e+13        467596\n",
       "8            91.5  3.255271e+17  3.616968e+15  4.018853e+13        661434\n",
       "9            92.0  2.910558e+17  3.233953e+15  3.593281e+13        481077\n",
       "10           92.5  3.119052e+17  3.465614e+15  3.850682e+13        521239\n",
       "11           93.0  2.157444e+17  2.397160e+15  2.663511e+13        305906\n",
       "12           93.5  2.376326e+17  2.640362e+15  2.933735e+13        517232\n",
       "13           94.0  2.034338e+17  2.260375e+15  2.511528e+13        309309\n",
       "14           94.5  3.690882e+17  4.100980e+15  4.556644e+13        405349\n",
       "15           95.0  2.296833e+17  2.552036e+15  2.835596e+13        284845\n",
       "16           95.5  3.109896e+17  3.455440e+15  3.839378e+13        458828\n",
       "17           96.0  2.115737e+17  2.350819e+15  2.612021e+13        340460\n",
       "18           96.5  3.311020e+17  3.678911e+15  4.087679e+13        437528\n",
       "19           97.0  1.702501e+17  1.891668e+15  2.101854e+13        331896\n",
       "20           97.5  2.844602e+17  3.160669e+15  3.511854e+13        425600\n",
       "21           98.0  2.187389e+17  2.430432e+15  2.700480e+13        322277\n",
       "22           98.5  2.902855e+17  3.225394e+15  3.583771e+13        409156\n",
       "23           99.0  2.190360e+17  2.433734e+15  2.704148e+13        295238\n",
       "24           99.5  2.129118e+17  2.365686e+15  2.628540e+13        440742\n",
       "25          100.0  2.202948e+17  2.447720e+15  2.719689e+13        337085\n",
       "26          100.5  2.870484e+17  3.189427e+15  3.543808e+13        418530\n",
       "27          101.0  2.023582e+17  2.248425e+15  2.498250e+13        303730\n",
       "28          101.5  2.221105e+17  2.467894e+15  2.742105e+13        423929\n",
       "29          102.0  1.764789e+17  1.960876e+15  2.178751e+13        304398\n",
       "30          102.5  2.603632e+17  2.892925e+15  3.214361e+13        415119\n",
       "31          103.0  1.742135e+17  1.935706e+15  2.150784e+13        313655\n",
       "32          103.5  2.512994e+17  2.792215e+15  3.102461e+13        388037\n",
       "33          104.0  2.264814e+17  2.516460e+15  2.796067e+13        331690\n",
       "34          104.5  2.189061e+17  2.432290e+15  2.702545e+13        406243\n",
       "35          105.0  2.059255e+17  2.288061e+15  2.542290e+13        359094\n",
       "36          105.5  2.906656e+17  3.229618e+15  3.588465e+13        401143\n",
       "37          106.0  1.961845e+17  2.179828e+15  2.422031e+13        297756\n",
       "38          106.5  2.186089e+17  2.428988e+15  2.698875e+13        405149\n",
       "39          107.0  1.607782e+17  1.786424e+15  1.984915e+13        331464\n",
       "40          107.5  3.333866e+17  3.704296e+15  4.115884e+13        543937"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Dataframe showing the pixel numbers(or Transmitters with their respective operating frequency)in the\n",
    "# FOV of the satellite at an altitude 3794 km when overhead pixel position(or number) 0\n",
    "    \n",
    "\n",
    "df_1[0][1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "9ff3c325",
   "metadata": {},
   "outputs": [],
   "source": [
    "## Initializing the 3D array to store the received power for each pixel, each frequency and at different altitudes ###\n",
    "\n",
    "power_output=np.zeros((len(Rad_of_FOV),NPIX,len(freq)),dtype=object)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "1d2347f4",
   "metadata": {},
   "outputs": [],
   "source": [
    "## Create the 3D array to store the received power for each pixel, each frequency and at different altitudes ##\n",
    "## k: loops along the length of the number of altitude\n",
    "## m: loops along the length of the number of pixels based on the given NSIDE\n",
    "## l: loops along the length of the number of frequencies in the frequency axis defined by user\n",
    "\n",
    "\n",
    "for k in range(len(Rad_of_FOV)):\n",
    "    for m in range(NPIX):    \n",
    "        for l in range(len(freq)):\n",
    "            if (df_1[m][k][k][df_1[m][k]['New Frequency'] == freq[l]].values).size==0:# checking for empty dataframes\n",
    "                power_output[k][m][l]=0\n",
    "            else: \n",
    "                power_output[k][m][l]=float(df_1[m][k][k][df_1[m][k]['New Frequency'] == freq[l]].values)\n",
    "           \n",
    "        "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "df2155da",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n",
       "       0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 12876605953099.73, 0, 0,\n",
       "       0, 0.0, 0], dtype=object)"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "##Received power by the satellite at an altitude 400 km when overhead pixel position(or number) 0 at all frequencies##\n",
    "\n",
    "power_output[0,0,:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "73c5ed11",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 0.98, 'Power spectrum for pixel 0 at an altitude of 400 km')"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "##Power spectrum for pixel 1 at an altitude of 400 km\n",
    "\n",
    "plt.bar(freq,power_output[0,0,:]) \n",
    "plt.xlabel('Frequency [in MHz]')\n",
    "plt.ylabel('Temperature equivalent of RFI [in Kelvin]')\n",
    "plt.suptitle('Power spectrum for pixel 0 at an altitude of 400 km',fontsize=14, fontweight=\"bold\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "c0da0aea",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0, 0, 0, 0, 0, 0, 10452354859040.04, 4464681790228.062, 0, 0, 0, 0,\n",
       "       0, 0, 0, 0, 0, 0, 0, 0, 0, 2749603819717.3022, 0,\n",
       "       7184629427245.644, 0, 0, 42416671320016.08, 834907985591.3741, 0,\n",
       "       0, 8968955581623.75, 0, 0, 0, 0, 0, 31271757314670.773, 0, 0, 0,\n",
       "       590484635078.221, 0], dtype=object)"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "##Received power by the satellite at an altitude 400 km when overhead pixel position(or number) 2 at all frequencies##\n",
    "\n",
    "power_output[0,2,:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "218c701e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 0.98, 'Power spectrum for pixel 2 at an altitude of 400 km')"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAacAAAEjCAYAAACWzs5WAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8QVMy6AAAACXBIWXMAAAsTAAALEwEAmpwYAAAtG0lEQVR4nO3dedgcVZn+8e9NTAQkgJKwyBaWiIADAcImigFR2QRxUMBBDaMiDiq4jeAGiA76k2EcRI1hBx0EGUFWFZEg6LCEEJYQkMVEYoAElIQQCCR5fn+c07yVpvt9uyr9rn1/rquv7jp9qurp6up6uqpOnVJEYGZmNpCs0t8BmJmZ1XNyMjOzAcfJyczMBhwnJzMzG3CcnMzMbMBxcjIzswHHyclKU/IdSX+TtFxSSBrXzzFNzHGEpDFtnvaYwrQntnPanaCw7E5uoe4Fue6sgRRXG+e5uaTfSFqQ5z29r+ZdRX+u+z0mJ0lTCsGFpGV5o3S1pLf2RZCdQNLJtWXc37G04GDgy8AbgceA24Hn+zUimJ/juB1Y0h8BSNpD0iWSHpa0SNI/JN3Rrh/1UEqS3SSGR0nf4d2Fun2WsPrAGcC7gdWBqcC9PY0gaSNJfy8sswPr3t9S0uW5zouSpkk6osF09pF0q6TFkhbmJLlTuz5Yu72mRN2XSCvMa4G3AAcC+0raIyLu6I3gVpak1wDLYgheaSxpRES81E+z37bwevuIWOnEtLKfJyKuBa5d2ThW0ruAw4FFpKQ9FtgZOF/SqIg4vT+DGwwi4lTg1P6OoxfVfjtXRsQHeqosaRXgIuD1Td7fAPgjsC6wEJgL7AD8j6TVI+LcXO89pN/HMOBvpO34u4G3SdotIu5bqU/VGyKi2wcwBQhgVqHsgFwWwPcL5QcBt5B+nC8C9wCfApTfPzmP82hhnDtz2dfz8LaFae+Uy0aS/nH8hZQknwAmAWsXpnNBLU5gYq67vFin7nPtS/pS/wG8kOtfAWxWF2sAewPTC5/p7XXT2hm4Bvg76V/7fcBRdXVGAF8BZuTpLMjzf1NhGdc/JgJjCsP/DlwJLAa+D0wovDehMK9a2cl5uFjvX4Gb8me+HdiatFG9H3gOuA5Yv4X1YYVH4f2jgLvy9J8HbgM+UHi/6edpMr+JhfoH52X2IvAwcEiTemOATfJ3G8Cpuc4o4KlcdlZh3HcDvyf9uGvL5b1NYp7YzbI5FHgPXev7Zvl7DuCeHn5nXyStY38HXgbmAb8E3tTg8xUfU6pOs8ny/UNeBg8CB/YQ807AjaTf45L8fd8JHFlX75X1kRXXxeJjVv3vOA/PalJ/Ai2u/7ns7XT9hu8G9mhSb33gHNIG/CVgNvAd4LU9LIthwBdIv+8leV36PfDOButQ8XFBD9P9cq53aWGcAwvvn5nLFgJvzGWX57L5wIhcdm8u+z/STslI0jYvgKu6mX8x7om57OC8PgXw7brtwpS8HJ4krXcnk/YSJ5O2L7OBj/eUdyKicnI6sBDw93PZkYWypwofPIDTGmwk1wdeV/iQv811PpmHnyUddhxB2thF/tLvISW/yOXD61bql4BlwEN5Ab0qOZE2Ukty/b+SVtpn8vDbGiSn54EHSD/ayAt53VzvrYVpPUVaOWvjfaEwz6sL5U/m6b2cl8mPgDmF92/LjwPqVo4lpI3dfcDpVEtOL+ZlU4v50fz5ZpKSeQA/62Z9aBhrfu9rhfK/kv7F1YY/2WBlX+HztJCcXiRtNBfm4aXAPzVKTrns8Dz8MjAOuCwPzwBWKySU2ud+nJT0IpcdWiY5NYn/vjzeHT3Uu4a0Xj+Qx1laWI6r5nXh7kIcj+Zl/6Oq02yw3F4C/kz6s1Db4L2hm+kfSvqtzQKmkTZGtWkd0CQ57ZjjrpXNycNXNElOV5A2srX1pfbb2JHW1//1SL/ZIP2GH6DrT0Ox3jp0JcNFpG1N7XdydQ/f3zmF6T0CPJ1fLwP2AzbIcdemNz8Pf72bae6Yv5Or6j5rMTnV1tffFMo+VKi7O7BhYfjEQr3JuWwxMKyV5ET6I/diHv5mgzxR++M9uzDeDNIfoycLy+TN7UxOtRXjbroSysvArrleLZg7ST8mAZfQtdK/gbQrWdvAHwq8M79eQPohDAN+SiGbAx8pzGvbXLYpXT+0f6lbqYsbQpH/xdZ9pp3o+vGtXijfDhjdIDl9vLCy1DZkp+Sy3+fhm+lKlF8tTH9VYM/CtH5UWxFI52zWr59fNyvHTHKyzctqQuG9VpPT2bnsW4Wyr+ayi/Pwkz2sE6+KlfRHo7ZR+xXpj8Vw0j/xIK2cq3T3eZrMa2Kh/rdy2UZ0/UG5sEG9MYXxa5/pCbrW4+0L7z+Wy39G1x7P2bns4UY/0J5+M4Vp711YX47qoe62tfUnD+9TmGejf989xtHiNIvL7T9z2UGFsn27mf4GwHqF4VXp2lhe3Gx9bFZW9zue1V1Zg/W6u/X/FLr+cOyYyz7eoN438vAzwAa5rLiHtUeT5bB54Xs+K5eNJCX6AO4q1J2Vyy7o4btbnfRHbC7pz3TxsxaTUy1RFJf3Owt1DwN2Kwx/rFDv1EL5ek3iKK5z59H1G/96Xb0pdG3rx5C2B7VEPA9YG9iiMK1jelp/y7TWGwHsStqAzycdv3xHRNwuaV3SYRRI/4BejBTxJblsOGmDUEtwkL70t+XXPyZ9mduTdr8hHXoizxPSruj9ucHALNLGGdKCL3qBtHEhsgafZQZpozQSmCfpbkk/BbYh/eOpd2me3jTSjw/SebdifHsCL+X4vpXLRpI2ELU6AN+NiGV5enMj4skG82vmwoh4No+7rMR4RVfn51kNyh7Lz+tWmO62wGr59aURsTwiXiYdYgAYTfpTUVT289S+hzmkw3vQ9T00cyzpj9P6efhrEXEPgKTRpENvkP5tLs/f38dz2ZaS1mkhrleR9M+kPRcBZ0TE+T2MsglwUz5RvRy4ofDeG6vEUGGaF+fnBwpl63Uz/eXAf0qaK2kp6be35UrG3Bv+KT8/nH/DkNelOrXf6RuAuXlduLXwfv22pmY86XsG+B+AiHiO9P0DjJM0rNGI3TiNdMj/oxHRaJvUHfUw3FN5M0eRfuNnRTo32Mj9ETEr0nno+bns1vw7f6xQr7v1CijXIGJ2RIxpoV6jZFB0E+lfwNtIh+5mAz8nHVv9EF1Jbkp+ri3Al0mHDuo9VTc8LyKWdxtgxIu5lcqHSSvkNnne/0L6N/hf3Yze7AudSzosVK/bWEqqT2TFZT0MQNJaPUxjYX5e2qCsNr2yK229ntaBmjKJuV6rMa6dHzVbFl4Xp/EX0j+8esNLRQVIOhH4dh78SkSc1kP9zUnn3kaQDj/dRfptjstVym7Yqk7z2fxcXDe6W84/pWtvbGaezzakP2WlY66gyvrfndpnXUT6A1vv2ZIxrYzt8/MVkmDF5fkLSVdGxBGkbc6WrPiHsvj6cdJh3Ebv1V6/QOM/5fUWAWsAh0n6QUT8uUGdhYXXS4tlERH5s0ALv9+2XOcUEfPoWgDvl7SqUhSH57KXScdvoSvpjCMdD72VdLJuAel8E6QT2bX6tZaArwGOj4jdImI3UnI7hfQDKUXSmsCbSf8AjoyIHenaU9u7wSgfyOONo2vjdn9+vjM/zyUdKqnF917S+bi7SSfYa76UW+AgaX1JtX8Qiwvxva7Fj1LcmG6Rnw9pcdx2m0FayQEOl7SKpOGkw7eQ/kXNXsl51L6HN5LWHej6Hl4lL+eLgbVI69hy4GhJ74VX1ttZhem8vfD9fZB0rrTlBCpphKQLgP8gHW45vKfElO1ASiIA74mInYHvNqi3uPC6p3Wk1WmujNqexNkRsS2wP2kD1orautLKul773KursHWj9fW/to5sWbger1FLudq2JkiNOmrrwl6kc7z/2yS+2jlxSH9wkTSSdG4eYHrFIx0iLZ/XkQ6Z1qxK11GKX+fn3fPvAuD9+fkZYGpE/I2uZXCQpNfk+N6Vy37XYnxfI527HA3cIGnjsh+olJ6O+9GgQUSTesUGEU/SoEFErjeCruOWAXwql19fKLuyUP+1dJ0IXk7aCM4kncR/5VgzTY5LN4l1y1z376SN1oOFeddan5xcKFuQ51uLexH5GC0pSb5E1zmmu0mJehkrHjcvNoh4grSyLCnEXzzOP4t0+HNzujnPQErYtXN9i+hqhVd/LH1Coaw2v4mFsjH1n7mH5dewHq9uEPG3wnCjBhGtnDcpxrkof/e1k9nLgO26+TwnFr6/jYHv0XUMvPb9HVYY7+n8/c0lrWtTysQMnFCo9yRdJ+9fOeHfZLw303UOtdZAZH79PEkbq9qJ9udIf3o+s5LTbLTcWv28fyx8DzNIfyprjSKmFOqtsD7msmm5bAnpD95/NPsdA58tTOOhvDxXo/X1f326zlEuzrE+36DeKNJ6G6Tf9L2kw/i18zpjulkW3TaIKNSbRQvnnBpMf0Jh+sVzThsWvtcFdJ1DDeAThXr75ViC1AilNs5iCudgG8x3hXUhz6+2zB+k6xz9lAbf+6s+a6N1odmjbT1ERMRP6WrqO5J0eOxe4N9ITahr9V4C/lQYtXZM95ZC2ZRC/SWkL+aM/GHHkjL3DNK5nab/nLvxDHA+KUmMIZ0LeZT0z/KUBvUPIP2IhpF+5AdExFM5vltJ58muIW0MtsnjXAt8vTCNfyY1lJhJOqa9CekivLn5/WtI58qeyfHsSjop2lRELCVtXO/Osb0hz6dfRMS3SE3Vp5G+o9eTNqCHRcRP2jCLD5J+VK8lfV+HRUTDixjzYdvad/m5iHiclDxn5NjOzTFfSvrh/p70x2lr0sboF6R/y2UU/92uR/oOa48dmo0UEQ+SlttfcgxPA6+6iDLSr/sTpI3fasAuvPo8XqlprqSJpITwImldPZ4WLirNPkv6LUE6Z/OmbuqeR9prWZDr7UpqQNPS+h9p7/eAHNsw0h+PgxvUe5q0N3gO6Q/M1sCapOT5FV59CqHok8CXSOfrNiatozcB746I67sZb6VE2ivag3SJQJDO9U0n7fmdXah3PWnP9k+kVomrAr8jtRu4hxbl+e1L+hOyFfDrfCSq7Wqtk6xOvnL9JICIWNlzMFZR7gnh/Dy4WUTM6r9ozKyvuG89MzMbcJyczMxswPFhPTMzG3C852RmZgOOk5OZmQ04Tk5mZjbgDKnkJOk8SfMk9Xjtk6Q98025lko6tFC+qaS7JE2XNEPSMb0btZmZ1RtSDSIk7Um6EvyiiOi2Q1ClW3mvSbrnzVURcXkuH0FaLkskrUG6yPetETG36cTMzKythtSeU0T8gXTl8iskbSHp13lv6BZJb851Z+XeBZbXTeOl3CsFpKu8h9QyMjMbDDphwzuZ1P/YTqS9pB/1NIKkjSXdS+rR97veazIz61tlbpkx6OTDcm8ldTFfK35tT+Plfti2y738Xinp8lpfemZm1vuGdHIi7Rk+GxHjqowcEXMlzSB17Hp5T/XNzKw9hvRhvYhYCPxFUu0+QJK0fXfjSNpI0mr59etJPf4+1OvBmpnZK4ZUcpJ0CfB/wFaS5kj6GOnmXx+TdA/pdgkH57o7S5pDuunYT/IeEqRu8m/P9W8GTo+I++rnZWZmvWdINSU3M7OhYUjtOZmZ2dAwZBpEjBo1KsaMGdPfYZiZDRp33XXX0xExur/jaGTIJKcxY8YwderU/g7DzGzQkDS7v2Noxof1zMxswHFyMjOzAcfJyczMBhwnJzMzG3CcnMzMbMBxcjIzswHHycnMzAacUtc5SXpDC9WWR8Sz1cIxMzMrfxHu3PxQN3WGAZtUjsjMzDpe2eQ0MyJ26K6CpLtXIh4z6wVjTri2VP1Z3zmglyIxa03Zc067t6mOmZlZU6X2nCLixdprScOA9YrTiIi/FuuYmZlVUanjV0mfAU4CngKW5+IAtmtTXGZm1sGq9kp+HLBVRDzTzmDMzMyg+nVOjwML2hmImZlZTdU9p8eAKZKuBZbUCiPijLZEZWZmHa1qcvprfozIDzMzs7aplJwi4pSVmWlu6TcV+FtEHFj3noD/BvYHFgMTI2LayszPzMwGl7LdF30/Io6XdDWpdd4KIuKgFid1HDATWLPBe/sBY/NjV+DH+dnMzDpE2T2ni/Pz6VVnKGkj4ADg28DnG1Q5GLgoIgK4TdLakjaIiCeqztPMzAaXshfh3pVfvgG4LiKWdFe/ie8D/w6MbPL+hqTWgDVzcpmTk5lZh6jalPwg4M+SLpZ0gKSWkpykA4F5hSTXsFqDslcdQszTO1rSVElT58+f30oIZmY2CFRKThFxFLAl8AvgQ8Cjks5pYdQ9gIMkzQJ+Duwt6ad1deYAGxeGNyL1hN4ojskRMT4ixo8ePbrkpzAzs4Gq8s0GI+Jl4HpSkrmLdK6op3FOjIiNImIMcDjw+4g4sq7aVcBHlOwGLPD5JjOzzlK1b719ScllL2AKcA7wwapBSDoGICImAdeRmpE/QmpKflTV6ZqZ2eBU9SLciaQ9pk9WbBRBREwhJbZaUqqVB3BsxbjMzGwIqHoR7uHtDsTMzKym7EW4z7FiyznlYZF2ehpdVGtmZlZK2eucml2bZGZm1jaVW+tJepuko/LrUZI2a19YZmbWySolJ0knAV8GTsxFI4D665XMzMwqqbrndAipl4jnASJiLs27IzIzMyulanJ6KTf5DgBJr2tfSGZm1umqJqfLJP0EWFvSJ4DfAWe3LywzM+tkZZuSrxURCyLidEnvAhYCWwHfAJ7thfjMzKwDld1zulHS6wEi4oaI+FJEfJF0ndMv2x6dmZl1pLLJ6SfATZJe6QJc0hG5/IB2BmZmZp2r7EW4Z0t6Efi9pHcDhwHHAHtFxKxeiM/MzDpQ6b71IuLinKDuBv4K7BERz7Q9MjMz61hlG0TcR1dfeqsD65AO89X61tuu/SGamVmnKbvndGCvRGFmZlZQ9pzT7N4KxMzMrKZyx69VSFpV0h2S7pE0Q9IpDepMkLRA0vT8+EZfxmhmZv2v6p1wq1oC7B0RiyQNB26VdH1E3FZX75aI8CFEM7MO1afJKffHtygPDs+PaD6GmZl1oqq3zNhD0g2S/izpMUl/kfRYi+MOkzQdmAfcEBG3N6i2ez70d72kbbuZ1tGSpkqaOn/+/CofxczMBqCqe07nAp8D7gKWlRkxIpYB4yStDVwh6S0RcX+hyjRg03zob3/gSmBsk2lNBiYDjB8/3ntgZmZDRNUGEQsi4vqImBcRz9QeZSYQEc8CU4B968oXRsSi/Po6YLikURXjNDOzQahqcrpJ0vck7S5px9qjp5Ekjc57TEhaDdgHeLCuzvr5ol4k7ZJjdA8UZmYdpOphvV3z8/hCWQB79zDeBsCFkoaRks5lEXGNpGMAImIScCjwKUlLgReAw3NDCjMz6xCVklNE7FVxvHuBHRqUTyq8Pgs4q8r0zcxsaCjbt96REfFTSZ9v9H5EnNGesMzMrJOV3XN6XX4e2e5AzMzMasr2rfeT/PyqbofMzMzapVRrPUlHt6OOmZlZd8oe1jtB0tPdvC/gOPKFsWZmZlWUTU43A+/toc4NFWMxMzMDyp9zOqq3AjEzM6vp0/s5mZmZtcLJyczMBhwnJzMzG3DK9hDRsGeIGvcQYWZm7VC2tZ57hjAzs15XtrWee4YwsyFnzAnXtlx31ncO6MVIrKZsDxG/Lbw+sf3hmJmZlW8QMbrw+gPtDMTMzKymbHJaqZv+SVpV0h2S7pE0Q9KrDhMqOVPSI5LubeUOu2ZmNrSUbRCxuaSrSH3o1V6/IiIO6mH8JcDeEbFI0nDgVknXR8RthTr7AWPzY1fgx3TdedfMzDpA2eR0cOH16WVnlm+3vigPDs+P+r2xg4GLct3bJK0taYOIeKLs/MzMbHAq21rv5mbvSdqjlWlIGgbcBWwJ/DAibq+rsiHweGF4Ti57VXLKt+c4GmCTTTZpZfZmZjYIlG2tN0zSEZK+KOktuexASX8CzmplGhGxLCLGARsBu9SmU5xNo9GaTGtyRIyPiPGjR49uVMXMzAahsof1zgU2Bu4AzpQ0G9gdOCEiriwzoYh4VtIUYF/g/sJbc/I8ajYC5paM08zMBrGyyWk8sF1ELJe0KvA0sGVEPNnKyJJGAy/nxLQasA/w3bpqVwGflvRzUkOIBT7fZGbWWcomp5ciYjlARLwo6c+tJqZsA+DCfN5pFeCyiLhG0jF5mpOA64D9gUeAxYDvIWVm1mHKJqc3S7o3vxawRR4WqTHedt2NHBH3Ajs0KJ9UeB3AsSXjMjOzIaRsctq6V6IwMzMrKNuUfHZvBWJmZlbjmw2amdmA4+RkZmYDTtmLcG/Mz/XNv83MzNqmbIOIDSS9AzgoX4e0Qm8OETGtbZGZmVnHKpucvgGcQOq14Yy69wLYux1BmZlZZyvbWu9y4HJJX4+IU3spJjMz63Bl95wAiIhTJR0E7JmLpkTENe0Ly8zMOlml1nqSTgOOAx7Ij+NymZmZ2UqrtOcEHACMq/WzJ+lC4G7gxHYFZmZmnWtlrnNau/B6rZWMw8zM7BVV95xOA+6WdBOpOfmeeK/JzMzapGqDiEvyjQJ3JiWnL5e8dYaZmVlTVfecyDcAvKqNsZiZmQF93LeepI0l3SRppqQZko5rUGeCpAWSpufHN/oyRjMz63+V95wqWgp8ISKmSRoJ3CXphoh4oK7eLRFxYB/HZmZmA0TV65wubqWsXkQ8Uet/LyKeA2YCG1aJwczMhq6qh/W2LQ5IGgbsVGYCksaQbtl+e4O3d5d0j6TrJW3b4H0zMxvCyt4y40RJzwHbSVqYH88B84BflZjOGsD/AsdHxMK6t6cBm0bE9sAPgCu7mc7RkqZKmjp//vwyH8XMzAawUskpIk6LiJHA9yJizfwYGRHrRERL1zlJGk5KTD+LiF82mMfCiFiUX18HDJc0qkk8kyNifESMHz16dJmPYmZmA1jV65xOlLQhsGlxGhHxh+7GkyTgXGBmRNTfcqNWZ33gqYgISbuQEugzVeI0M7PBqVJykvQd4HBSp6/LcnEA3SYnYA/gw8B9kqbnsq8AmwBExCTgUOBTkpYCLwCHR0RUidPMzAanqk3JDwG2ioglZUaKiFupu3tugzpnAWdVjMvMzIaAqq31HgOGtzMQMzOzmqp7TouB6ZJuBF7Ze4qIz7YlKjMz62hVk9NVuF89MzPrJVVb610oaTVgk4h4qM0xmZlZh6vafdF7genAr/PwOEnekzIzs7ao2iDiZGAX4FmAiJgObNaWiMzMrONVTU5LI2JBXZmvRTIzs7ao2iDifkkfAoZJGgt8FvhT+8IyM7NOVnXP6TOknsmXAJcAC4Hj2xSTmZl1uKqt9RYDX80PMzOztiqVnCRdTTfnliLioJWOyMzMOl7ZPafTeyUKMzOzglLJKSJu7q1AzMzMaqreMmMscBqwDbBqrTwiNm9TXGZm1sGqttY7H/gxsBTYC7gIuLhdQZmZWWermpxWi4gbAUXE7Ig4Gdi7fWGZmVknq5qcXpS0CvCwpE9LOgRYt6eRJG0s6SZJMyXNkHRcgzqSdKakRyTdK2nHijGamdkgVTU5HQ+sTuoZYifgSOCjLYy3FPhCRGwN7AYcK2mbujr7AWPz42jS4UMzM+sgVbsvWhoRi4BFwFGtjhQRTwBP5NfPSZoJbAg8UKh2MHBRRARwm6S1JW2QxzUzsw5Qdc/pDEkPSjpV0rZVJiBpDLADcHvdWxsCjxeG5+SyRtM4WtJUSVPnz59fJQwzMxuAKiWniNgLmADMByZLuk/S11odX9IawP8Cx0fEwvq3G82ySRyTI2J8RIwfPXp0q7M3M7MBruqeExHxZEScCRxDuvHgN1oZT9JwUmL6WUT8skGVOcDGheGNgLlV4zQzs8Gn6p1wt5Z0sqT7gbNIt8vYqIXxBJwLzIyIM5pUuwr4SG61txuwwOebzMw6S9UGEeeTbpXx7ogos1ezB/Bh4D5J03PZV4BNACJiEnAdsD/wCLCYEg0uzMxsaKh6y4zdKo53K43PKRXrBHBslembmdnQUPaWGZdFxAcl3ceKjRREyivbtTU6MzPrSGX3nGo9OhzY7kDMzMxqyt4yo3YB7ezeCcfMzKz6LTOeo+uw3ghgOPB8RKzZrsDMzKxzVW0QMbI4LOl9wC7tCMjMzKzyRbhFEXElvmWGmZm1SdXDeu8vDK4CjKdJF0NmZmZlVb0I972F10uBWaTexM3MzFZa1XNO7rXBzMx6TdXDemd2935EfLZaOGZmZtUbRKwK7Ag8nB/jgGXAXflhZmZWWdVzTmOBvSLiZQBJk4DfRsTn2haZmZl1rKp7Tm8Eitc6rZHLzMzMVlrVPafvAHdLuikPvwM4uS0RmZlZx6vaWu98SdcDu+aiEyLiyfaFZWZmnazqnXAF7ANsHxG/AkZIaqn7IknnSZqX76Lb6P0JkhZImp4fLd3+3czMho6q55x+BOwOHJGHnwN+2OK4FwD79lDnlogYlx/frBaimZkNVlWT064RcSzwIkBE/IPUO3mPIuIPwN8rztfMzDpA1eT0sqRh5P70JI0GlrctKthd0j2Srpe0bRuna2Zmg0DV5HQmcAWwrqRvA7cC/9GmmKYBm0bE9sAPgCubVZR0tKSpkqbOnz+/TbM3M7P+Vik5RcTPgH8HTgOeAN4XEb9oR0ARsTAiFuXX1wHDJY1qUndyRIyPiPGjR49ux+zNzGwAqHqdExHxIPBgG2MBQNL6wFMREbkF4CrAM+2ej5mZDVyVk1NVki4BJgCjJM0BTiLd5p2ImAQcCnxK0lLgBeDwiPC9oszMOkifJ6eIOKKH988CzuqjcMzMbACqfJt2SZtK2ie/Xk3SyJ7GMTMza0XVHiI+AVwO/CQXbUQ3rerMzMzKqLrndCywB7AQICIeBtZtV1BmZtbZqianJRHxUm1A0mvIF+SamZmtrKrJ6WZJXwFWk/Qu4BfA1e0Ly8zMOlnV5PRlYD5wH/BJ4Drga+0KyszMOlvppuSSVgHujYi3AGe3PyQzM+t0pfecImI5cI+kTXohHjMzs8oX4W4AzJB0B/B8rTAiDmpLVGZm1tGqJqdT2hqFmZlZQaXkFBE3tzsQMzOzmkrJSdJzdF3XNILUcevzEbFmuwIzM7POVXXPaYV+9CS9D9ilHQGZmZlV7vi1KCKuBPZux7TMzMyqHtZ7f2FwFWA87r7IzMzapGprvfcWXi8FZgEHr3Q0ZmZmVE9O50TEH4sFkvYA5vU0oqTzgAOBebmXifr3Bfw3sD+wGJgYEdMqxmlmZoNQ1eT0A2DHFsoauYB0p9uLmry/HzA2P3YFfpyfDRhzwrUt1531nQN6MRIzs95TKjlJ2h14KzBa0ucLb60JDGtlGhHxB0ljuqlyMHBRRARwm6S1JW0QEU+UidXMzAavsq31RgBrkJLayMJjIXBom2LaEHi8MDwnl72KpKMlTZU0df78+W2avZmZ9bdSe065Z4ibJV0QEbN7KSY1mnWTeCYDkwHGjx/v1oJmZkNE1XNOiyV9D9gWWLVWGBHtuNZpDrBxYXgjYG4bpmtmZoNE1YtwfwY8CGxG6gR2FnBnm2K6CviIkt2ABT7fZGbWWaruOa0TEedKOq5wqK+lzmAlXQJMAEZJmgOcROqbj4iYRLqr7v7AI6Sm5EdVjNHMzAapqsnp5fz8hKQDSIfdNmplxIg4oof3Azi2YlxmNkCUuewBfOmDrahqcvqWpLWAL5Cub1oT+FzbojIzs45WOjlJGgaMjYhrgAXAXm2PyszMOlrpBhERsQzw7djNzKzXVD2s9ydJZwGXAs/XCt0HnpmZtUPV5PTW/PzNQlngezqZmVkbVL0Trs8zmZlZr6l0Ea6k9SSdK+n6PLyNpI+1NzQzM+tUVXuIuAD4DfDGPPxn4Pg2xGNmZlb5nNOoiLhM0okAEbFU0rI2xmXWsXzPLrPqe07PS1qH3Ft4rQ+8tkVlZmYdreqe0+dJHbRuIemPwGjadz8nMzPrcFVb602T9A5gK9L9lx6KiJd7GM3MzKwllZKTpFWBfwPeRjq0d4ukSRHxYjuDMzOzzlT1sN5FwHOkTl8BjgAuBj7QjqDMzKyzVU1OW0XE9oXhmyTd046AzMzMqrbWuzu30ANA0q7AH1sZUdK+kh6S9IikExq8P0HSAknT8+MbFWM0M7NBquqe066kW6n/NQ9vAsyUdB/pfoHbNRop327jh8C7gDnAnZKuiogH6qreEhEHVozNzMwGuarJad+K4+0CPBIRjwFI+jlwMFCfnMzMrINVOqwXEbOBhcBawDq1R0TMzu81syHweGF4Ti6rt7ukeyRdL2nbZhOTdLSkqZKmzp8/v/wHMTOzAalqU/JTgYnAo+ReImjtlhlqUBZ1w9OATSNikaT9gSuBsY0mFhGTgckA48ePr5+OmZkNUlUP630Q2CIiXio53hxg48LwRsDcYoWIWFh4fZ2kH0kaFRFPV4zVzMwGmarJ6X5gbWBeyfHuBMZK2gz4G3A48KFiBUnrA09FREjahXTo8ZmKcXa07joQdYehZjaQVU1Op5Gak98PLKkVRsRB3Y2Uey//NOl2G8OA8yJihqRj8vuTSH30fUrSUuAF4PCI8CE7M7MOUjU5XQh8F7gPWF5mxIi4DriurmxS4fVZwFkV4zIzsyGganJ6OiLObGskZmZmWdXkdJek00i3zSge1pvWlqjMzKyjVU1OO+Tn3QplrTQlNzMz61HV+znt1e5AzMzMair1ECFpPUnnSro+D28j6WPtDc3MzDpV1cN6FwDnA1/Nw38GLgXObUNMZkNCd9eZ1fN1Z2YrKrXnJKmWzEZFxGXkZuQRsRRY1ubYzMysQ5U9rHdHfn5e0jrkfvHyvZ0WtDMwMzPrXGUP69U6bv08qRn5FpL+CIwm9exgZma20somp9GSPp9fX0Hq6UGka532Ae5tY2xmZtahyianYcAavPrWF6u3JxwzM7PyyemJiPhmr0RiZmaWlW0Q0ehmgWZmZm1VNjm9s1eiMDMzKyiVnCLi770ViJmZWU3VHiIqk7Qv8N+kxhXnRMR36t5Xfn9/YDEw0b2dm/Ut30XZ+lufJidJw4AfAu8C5gB3SroqIh4oVNsPGJsfuwI/zs9mZkOGu7fqXqWOX1fCLsAjEfFYRLwE/Bw4uK7OwcBFkdwGrC1pgz6O08zM+lFfJ6cNgccLw3NyWdk6ZmY2hPX1OadGTdGjQp1UUToaODoPLpL00ErENpiNAp4uM4K+20uRDEyll09fq/p9tOF7HDDrzgBdJ1+1fPojzl6c56a9NuWV1NfJaQ6wcWF4I2BuhToARMRkYHI7AxyMJE2NiPH9HcdA5eXTnJdN97x8+k9fH9a7ExgraTNJI4DDSR3IFl0FfETJbsCCiHiij+M0M7N+1Kd7ThGxVNKngd+QmpKfFxEzJB2T359E6kx2f+ARUlPyo/oyRjMz6399fp1TRFxHSkDFskmF1wEc29dxDXIdf2izB14+zXnZdM/Lp58o5QIzM7OBo6/POZmZmfXIyWkQknScpPslzZB0fC57g6QbJD2cn1/fz2H2iybL5mRJf5M0PT/27+cw+4yk8yTNk3R/oazpuiLpREmPSHpI0nv6J+q+UWbZSBoj6YXCOjSp+ZStHZycBhlJbwE+QeptY3vgQEljgROAGyNiLHBjHu4o3SwbgP+KiHH5cV3TiQw9FwD71pU1XFckbUNqQbttHudHucuxoeoCWlw22aOFdeiYPoqxYzk5DT5bA7dFxOKIWArcDBxC6vbpwlznQuB9/RNev2q2bDpWRPwBqL+bQLN15WDg5xGxJCL+Qmoxu0tfxNkfSi4b62NOToPP/cCektaRtDqp2f3GwHq168Hy87r9GGN/abZsAD4t6d58KKcjD3kWNFtX3HVY97+jzSTdLelmSW/vn/A6h5PTIBMRM4HvAjcAvwbuAZb2a1ADRDfL5sfAFsA44AngP/spxIGu5a7DOtATwCYRsQPweeB/JK3ZzzENaU5Og1BEnBsRO0bEnqTDEg8DT9V6b8/P8/ozxv7SaNlExFMRsSwilgNnM4QPVbWo2brSctdhQ1jDZZMPdT6TX98FPAq8qd+i7ABOToOQpHXz8ybA+4FLSN0+fTRX+Sjwq/6Jrn81WjZ1t1w5hHT4r5M1W1euAg6X9FpJm5HuqXZHP8TXnxouG0mja41DJG1OWjaP9UuEHcIX4Q5Ckm4B1gFeBj4fETdKWge4DNgE+CvwgYioP9k75DVZNheTDukFMAv4ZKf01yjpEmACqXftp4CTgCtpsq5I+irwr6TDocdHxPV9H3XfKLNsJP0z8E3SclkGnBQRV/dD2B3DycnMzAYcH9YzM7MBx8nJzMwGHCcnMzMbcJyczMxswHFyMjOzAcfJyQYFScsKPUJPlzSmv2NqB0kTJc2XdE4eHi/pzJLTmJWb0BfLptd625Y0QdI1de9fIOnQbqb5PUlPSvpimVjM2qXP74RrVtELETGu0RuSRLosYnnfhtQ2l0bEpwEiYiowtcI0RkraOCIel7T1ygYUEV+S9PzKTsesKu852aCU768zU9KPgGnAxpK+JOnO3MHrKYW6X833J/qdpEtqewOSpkgan1+PkjQrvx6W9xxq0/pkLp+Qx7lc0oOSfpYTI5J2lvQnSfdIukPSSEm3SBpXiOOPkrbr4XO9spejdB+q8/I8H5P02W5GvQw4LL8+gtRrSCvLcXxhb/Q+Sb7w0QYEJycbLFYrbESvyGVbARflzji3InUpswupN4idJO0paSfSPYp2IHVntHML8/oYsCAids71P5G78yFP53hgG2BzYA9JI4BLgeMiYntgH+AF4BxgIoCkNwGvjYh7S37uNwPvyZ/rJEnDm9S7PH8+gPcC9b0XvL14WBQ4CNKeWu0eRaTOck8vGZ9Zr/BhPRssVjisl885zY6I23LRu/Pj7jy8BilZjQSuiIjFebyrWpjXu4HtCudk1srTegm4IyLm5GlNB8YAC4AnIuJOgIhYmN//BfB1SV8idQl0QcnPDHBtRCwBlkiaB6xH6qC13t+Bf0g6HJgJLK57/5aIOLA2IGmFWCR9ENgxf3azfufkZINZ8ZyIgNMi4ifFCkq3am92qGopXUcPVq2b1mci4jd105oALCkULSP9htRoHhGxWNINpBvYfRAY3+2naazR/Jq5FPgheW+tVZK2BU4B9oyIZWUDNOsNPqxnQ8VvgH+VtAaApA1zD+V/AA6RtJqkkaRDXjWzgJ3y60PrpvWp2iE0SW+S9Lpu5v0g8EZJO+f6IyXVksg5wJnAnX3QEe8VwP8jxd8SSWsBPwc+EhHzeysws7K852RDQkT8NrdS+7/cRmERcGRETJN0KTAdmA0Um1yfDlwm6cPA7wvl55AO103LDR7m083tuiPiJUmHAT+QtBrpfNM+wKKIuEvSQuD8tnzQbkTEc6SbLZKXQSveB2wKnF0bp1mrSLO+5F7JraNIOpmUNPrkxL+kNwJTgDc3auouaSIwvtaUfCDp62VlVuTDema9RNJHgNuBr3ZzDdYLwH61i3AHCknfA45kxfN6Zn3Ge05mZjbgeM/JzMwGHCcnMzMbcJyczMxswHFyMjOzAcfJyczMBhwnJzMzG3D+P9zk/fZ8GV8+AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "##Power spectrum for pixel 2 at an altitude of 400 km\n",
    "\n",
    "plt.bar(freq,power_output[0,2,:]) \n",
    "plt.xlabel('Frequency [in MHz]')\n",
    "plt.ylabel('Temperature equivalent of RFI [in Kelvin]')\n",
    "plt.suptitle('Power spectrum for pixel 2 at an altitude of 400 km',fontsize=14, fontweight=\"bold\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "7b17c226",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0, 413368940932702.44, 3740858652228731.0, 6267493711938763.0,\n",
       "       3310320285451945.0, 4578994935651991.0, 3200004967885939.5,\n",
       "       4032369131867258.0, 3360916683864593.0, 3616967755910359.5,\n",
       "       3233953024119492.5, 3465613558498054.5, 2397160280463756.5,\n",
       "       2640361823639671.5, 2260375177133407.5, 4100979943630457.0,\n",
       "       2552036311896121.0, 3455440453228389.0, 2350818887525230.5,\n",
       "       3678910744694117.0, 1891668322161757.0, 3160668933288696.0,\n",
       "       2430432309587723.0, 3225393948257697.5, 2433733645718487.5,\n",
       "       2365686257849127.0, 2447720241066821.0, 3189426952488858.5,\n",
       "       2248424865874422.0, 2467894491043808.0, 1960876113334884.8,\n",
       "       2892924536551601.0, 1935705543076308.8, 2792215025675844.0,\n",
       "       2516459960908361.5, 2432290432074550.5, 2288061274615090.5,\n",
       "       3229618311961656.5, 2179827623094633.2, 2428987588708040.0,\n",
       "       1786423937807859.5, 3704295506137765.0], dtype=object)"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "##Received power by the satellite at an altitude 3794 km when overhead pixel position(or number) 0 at all frequencies##\n",
    "\n",
    "power_output[1,0,:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "cc7784d3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 0.98, 'Power spectrum for pixel 0 at an altitude of 3794 km')"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "##Power spectrum for pixel 0 at an altitude of 3794 km\n",
    "\n",
    "plt.bar(freq,power_output[1,0,:]) \n",
    "plt.xlabel('Frequency [in MHz]')\n",
    "plt.ylabel('Temperature equivalent of RFI [in Kelvin]')\n",
    "plt.suptitle('Power spectrum for pixel 0 at an altitude of 3794 km',fontsize=14, fontweight=\"bold\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "40f838fc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0, 4592988232585.592, 43329231946891.945, 70052160406042.086,\n",
       "       36866960706231.57, 51530496813474.8, 35555610754288.28,\n",
       "       45518767933509.58, 37659764519043.14, 41199773247618.24,\n",
       "       36007067586626.41, 38506817316645.14, 27008944845673.62,\n",
       "       29937723970962.54, 25115279745926.79, 45566443818116.19,\n",
       "       28425594627601.992, 38393782813648.82, 26120209861391.484,\n",
       "       40876786052156.85, 21018536912908.434, 35118543703207.78,\n",
       "       27004803439863.62, 35837710536196.72, 27041484952427.676,\n",
       "       26549343577262.23, 27520266295126.07, 35438077249876.23,\n",
       "       24982498509715.83, 27421049900486.832, 21787512370387.664,\n",
       "       32452248204042.695, 21507839367514.582, 31269490599226.742,\n",
       "       27960666232315.156, 27083098695591.824, 25422903051278.82,\n",
       "       35884647910685.13, 24220306923273.76, 27044043274987.965,\n",
       "       19849154864531.793, 41158838957086.31], dtype=object)"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "##Received power by the satellite at an altitude 36000 km when overhead pixel position(or number) 0 at all frequencies##\n",
    "\n",
    "power_output[2,0,:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "6a0c9605",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 0.98, 'Power spectrum for pixel 0 at an altitude of 36000 km')"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "##Power spectrum for pixel 0 at an altitude of 36000 km #####\n",
    "\n",
    "plt.bar(freq,power_output[2,0,:]) \n",
    "plt.xlabel('Frequency [in MHz]')\n",
    "plt.ylabel('Temperature equivalent of RFI [in Kelvin]')\n",
    "plt.suptitle('Power spectrum for pixel 0 at an altitude of 36000 km',fontsize=14, fontweight=\"bold\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "5bad5a58",
   "metadata": {},
   "outputs": [],
   "source": [
    "###-------Plotting of the Healpy Map in mollweide projection------###\n",
    "#####------For an altitude of 400 km at 90 MHz----------------------#######\n",
    "\n",
    "test_plot = np.zeros(hp.nside2npix(nside))\n",
    "test_plot[0:np.size(power_output[0,:,6])] = power_output[0,:,6]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "39d6f2b4",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "0.0 180.0 -180.0 180.0\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 612x388.8 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "hp.mollview(test_plot,cmap='inferno',unit=\"in Kelvin\",title=\"Mollweide projection at an altitude 400 km for Received power in Kelvin at 90 MHz\",flip='geo')#,cb_orientation=\"vertical\",title=\"Mollweide projection for Received power in Kelvin at 88.9MHz\",flip='g')\n",
    "hp.graticule()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "56ee0b48",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(12288,)"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Replacing the power value of 0 to a minimum value 1.000001 in order to apply logarithmic equalization in \n",
    "# the Healpy map\n",
    "\n",
    "\n",
    "power_output_log=np.where(power_output[0,:,6]==0, 1.0000001, power_output[0,:,6])\n",
    "np.shape(power_output_log)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "ec03a92c",
   "metadata": {},
   "outputs": [],
   "source": [
    "###-------Plotting of the Healpy Map in mollweide projection------###\n",
    "#####------For an altitude of 400 km at 90 MHz with logarithmic equalization----------------------#######\n",
    "\n",
    "\n",
    "test_plot12 = np.zeros(hp.nside2npix(nside))\n",
    "test_plot12[0:np.size(power_output[0,:,6])] = power_output_log\n",
    "test_plot12=np.where(test_plot12==0, 1.0000001,test_plot12 )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "76d27cc1",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "0.0 180.0 -180.0 180.0\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 612x388.8 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "hp.mollview(test_plot12,cmap='inferno',unit=\"in Kelvin\",title=\"Mollweide projection at an altitude 400 km for Received power in Kelvin at 90 MHz\",flip='geo',norm=\"log\")#,cb_orientation=\"vertical\",title=\"Mollweide projection for Received power in Kelvin at 88.9MHz\",flip='g')\n",
    "hp.graticule()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "3bd7656d",
   "metadata": {},
   "outputs": [],
   "source": [
    "###-------Plotting of the Healpy Map in mollweide projection------###\n",
    "#####------For an altitude of 400 km at 100 MHz----------------------#######\n",
    "\n",
    "\n",
    "test_plot1 = np.zeros(hp.nside2npix(nside))\n",
    "test_plot1[0:np.size(power_output[0,:,26])] = power_output[0,:,26]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "5ac43a19",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "0.0 180.0 -180.0 180.0\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 612x388.8 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "hp.mollview(test_plot1,cmap='inferno',unit=\"in Kelvin\",title=\"Mollweide projection at an altitude 400 km for Received power in Kelvin at 100 MHz\",flip='geo')#,cb_orientation=\"vertical\",title=\"Mollweide projection for Received power in Kelvin at 88.9MHz\",flip='g')\n",
    "hp.graticule()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "f2ceeff3",
   "metadata": {},
   "outputs": [],
   "source": [
    "###-------Plotting of the Healpy Map in mollweide projection------###\n",
    "#####------For an altitude of 3794 km at 90 MHz----------------------#######\n",
    "\n",
    "\n",
    "test_plot4 = np.zeros(hp.nside2npix(nside))\n",
    "test_plot4[0:np.size(power_output[1,:,6])] = power_output[1,:,6]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "c568d9de",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "0.0 180.0 -180.0 180.0\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 612x388.8 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "hp.mollview(test_plot4,cmap='inferno',unit=\"in Kelvin\",title=\"Mollweide projection at an altitude 3794 km for Received power in Kelvin at 90 MHz\",flip='geo')#,cb_orientation=\"vertical\",title=\"Mollweide projection for Received power in Kelvin at 88.9MHz\",flip='g')\n",
    "hp.graticule()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "f216a492",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(12288,)"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Replacing the power value of 0 to a minimum value 1.000001 in order to apply logarithmic equalization in \n",
    "# the Healpy map\n",
    "\n",
    "\n",
    "power_output_log1=np.where(power_output[1,:,6]==0, 1.0000001, power_output[1,:,6])\n",
    "np.shape(power_output_log1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "5cac2e97",
   "metadata": {},
   "outputs": [],
   "source": [
    "###-------Plotting of the Healpy Map in mollweide projection------###\n",
    "#####------For an altitude of 3794 km at 90 MHz with logarithmic equalization----------------------#######\n",
    "\n",
    "\n",
    "test_plot13 = np.zeros(hp.nside2npix(nside))\n",
    "test_plot13[0:np.size(power_output[1,:,6])] = power_output_log1\n",
    "test_plot13=np.where(test_plot13==0, 1.0000001,test_plot13 )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "f2015c1e",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "0.0 180.0 -180.0 180.0\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 612x388.8 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "hp.mollview(test_plot13,cmap='inferno',unit=\"in Kelvin\",title=\"Mollweide projection at an altitude 3794 km for Received power in Kelvin at 90 MHz\",flip='geo',norm=\"log\")#,cb_orientation=\"vertical\",title=\"Mollweide projection for Received power in Kelvin at 88.9MHz\",flip='g')\n",
    "hp.graticule()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "9427b26b",
   "metadata": {},
   "outputs": [],
   "source": [
    "###-------Plotting of the Healpy Map in mollweide projection------###\n",
    "#####------For an altitude of 3794 km at 100 MHz----------------------#######\n",
    "\n",
    "\n",
    "test_plot2 = np.zeros(hp.nside2npix(nside))\n",
    "test_plot2[0:np.size(power_output[1,:,26])] = power_output[1,:,26]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "f4b15959",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "0.0 180.0 -180.0 180.0\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 612x388.8 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "hp.mollview(test_plot2,cmap='inferno',unit=\"in Kelvin\",title=\"Mollweide projection at an altitude 3794 km for Received power in Kelvin at 100 MHz\",flip='geo')#,cb_orientation=\"vertical\",title=\"Mollweide projection for Received power in Kelvin at 88.9MHz\",flip='g')\n",
    "hp.graticule()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "5311b4dd",
   "metadata": {},
   "outputs": [],
   "source": [
    "###-------Plotting of the Healpy Map in mollweide projection------###\n",
    "#####------For an altitude of 36000 km at 90 MHz----------------------#######\n",
    "\n",
    "\n",
    "test_plot5 = np.zeros(hp.nside2npix(nside))\n",
    "test_plot5[0:np.size(power_output[2,:,6])] = power_output[2,:,6]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "4af44cdf",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "0.0 180.0 -180.0 180.0\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAlkAAAF1CAYAAADbfv+XAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8QVMy6AAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOyddZgcxdaH356ZnXXNbjbZuLsnhECQECSQAAkQXINfLLhdnIu7u7sGiECMGHF3XXe32fGu748e6e6dtWQtfPPm2SfTXS3VVv3rc06dkoQQBAkSJEiQIEGCBGleDG1dgSBBggQJEiRIkH8jQZEVJEiQIEGCBAnSAgRFVpAgQYIECRIkSAsQFFlBggQJEiRIkCAtQFBkBQkSJEiQIEGCtABBkRUkSJAgQYIECdIC/L8WWZIkXS1J0irVtJAkqW8zbv8ySZIW1lO+TJKk65prf4eLJEkPSZL00dGy3aOJhq6xJEnvSZL0SDPu7zNJkp5uru21R5r7OdVt+2lJkoolScpvie23BpIkVUuS1LsFtpsuSdKpzb3d1qK5n7VG7vNkSZKyG7nsAkmSrmrpOgVpXY5akeV54B2SJCXq5m/1NMI926hqPoQQXwshTm/rejSEEOIZIcQRib1AjUlzbPcw69IuXwZ6UQ8ghLhJCPGUp7zRDXJLIEnS35IkFUmSVClJ0jZJks7VlSdJkvSNJEnlkiSVSZL0taosVJKkTzzr5kuSdJdu3ZGSJG2SJKnG8/9IXfmdnvUqPNsJbdGDDYAkSd2Au4HBQohOzbRNIUmSxSN8ciRJekWSJGNzbLsuhBBRQojUltzH0Yj6WWsq+o8lz7NaJknSxc1YvzOFEJ831/a8BGp3AizTRZKk3yRJKpUkKVuSpJt05fU+v7plP/Pc9+fo5r/mmX91ffVqr+334XLUiiwPacAl3glJkoYB4W1XnfaJJEmmtq5DkKOCO4DOQogY4AbgK0mSOqvKfwHygR5AR+AlVdnjQD9P2STgPkmSpgBIkmQGfgO+AuKBz4HfPPORJOkM4AFgMtAT6A080SJHWD89gBIhRGFTV2zgGRshhIgCTgIuAmYdZv2CNJKWbPMkSTodmAPMEkJ811L7aWW+QnmfJgNTgWckSZoEDT+/dbAf8FnlPNdjJnCoRWrfnhFCHJV/QDrwX2CDat5LwMOAAHp65sUCXwBFQIZnHYOn7GpglWp9AfQFegHlquU+AgpVy30FzFZt/2MgD8gBngaMdWz/NGAvUAG8BSwHrlOVzwL2AGXAX0CPOo69p6euNwC5nn3frSp/HPjJU89K4DogBfgdKAUOAtfrlv9KNX0ssNpzDrYBJ6vKEoBPPfstQ2lsIgErIAPVnr+UANs9B9jl2e4yYJDuet4DbPecn++BsDqOvw+wFCgBioGvgThP2Zeeelg99bgvwPrxwFzPPVHm+d1VVb4MeAr4B6gCFgKJddSlMdu6DhgE2AC3p17lnvLPUO6Zus7hZ8DTqu2dDGSrpkcBmz31/B74Trf8NGCr55yvBoY38vk6xlPfYzzTp3uukbGO5XOA01XTTwHfqdbNASRVeSYwxfP7G+AZVdlkIL+eugmgr+f3RCALmKQq+w9wwHNOnvLcL2tQnoUfAHOAbZ6qO/+fNfKevR/lnrUDpvrq6pn+AXi7MdcH6IYibItQ7vW3GtNW4G/HjkURxUZV2Qxgu+e3AUXcHvJs/wcgQbXsFShtZglKu5oOnFrHNfkMeA9Y5Dnvy3V1Og7YgPJsbwCO88yfBOxQLbcYWK+aXgVM9/xOAX72nI804Pb62rw66vi0+jlCsVwWorSh19Rzzy1DeY6nea7VWaqyUJR3TyZQ4DkP4frn1XOuf9Jt93XgDfU+PL+v9hz7S55rnAacWU/9vNexCtgNzPDMD9ju6NaN8twzSap5HwBfNub5reM8v4Ry78Wr7vMFnmO6Wn2MAdZPx3Ofobx/qlV/AtX76Gj4O9otWWuBGEmSBnlM8BehPGRq3kQRQr1RviSvBK6pb6NCiDSUB3WUZ9YJQLUkSYM80yeiNCKgqHoXSqM2CuWGrOUi87g1f0YReYkoD8TxqvLpwEPAeUASsBL4tr56ojRQ/Tz7fEBnYj0XpdGJQxEh36I0KinABShfKpMD1LMLMA/lxZ+AInx+liQpybPIl0AEMATFmvGqEMICnAnkCsVVESWEyNVtt7+nDrM9xzcf+EP3NXQhMAVF5A5HeQgDIQHPeo5lEMrL6HEAIcQVKA3A2Z56vBBgfQOKUOwBdEd5ub6lW+ZSlPukI2D2nIdANGZbCCH2ADcBazz1itOVN3gO9XjO3RyUa5IA/AicryofDXwC3Ah0AN4Hfq/PFSdJ0lxJkmzAOpRGf6On6FhgH/C5JEklkiRtkCTpJM868SjXYptqU9tQ7hE8/28XnlbTw3ZduX7dZEmSOjRw/Geg3FPnCyH+VhVNAcZ46nwfygvjMpT7ZCgq67cXIcRitOf/6kbes5egfPnHCSFcDdR3IEpbctAzXef18bRnc1FETk+gC4qAbnRbIYRYC1iAU1SzL0URtQC3A9NR2sUUlJf52559DAbeRRFaKZ76da3v+FDO8VMo7dtWlHYHSZISUNqUNzzbeQWY57m+a4C+kiQleqwdQ4GukiRFS5IUjnIdV0qSZAD+QLk3uqAI8dmee8CLvs1riE4o74YuwLXA2557uS7ORnm/XCCEmK+a/zzQHxiJ8h7oAjwaYP1vgbMkSYrxnBcjSpv3TYBlAcajPHOJwAvAx5IkSXUsewjl3opFsQJ/JUlS54baHQ+S7n/v76Ge3w09v4GwoXzUe92pV6IYO5qEEGKEtz0E7kI5H5ubup225GgXWaC8YK7EbyXK8RaohNeDQogqIUQ68DJKw9EQy4GTJEnyxmb85JnuBcQA2yRJSkZpmGcLISxCcTO8iv/GUnMWsFsI8ZMQwgm8hqL0vdwIPCuE2ONprJ8BRkqS1KOeOj7h2e8OlBe9+uWxRggxRwghozykE4H7hRA2IcRWFOtcoPNwOTBfCDFfCCELIRahvGjP8riOzgRuEkKUCSGcQojlAbYRiIuAeUKIRZ7jfwnFtXucapk3hBC5QohSlAZ1ZKANCSEOerZjF0IUoTTaJzWyHgghSoQQPwshaoQQVcD/Aqz/qRBivxDCivKFX1ddGrOtluJYIAR4zXMtfkKxEni5HnhfCLFOCOEWSryH3bNeQIQQ04BolPv1L8/9A8oL9nTgb5SX08soLoNElC9hUKwUqH5He35H6coaKvf+jqZuZqKIp7OEEOt1Zc8LISqFELuAncBCIUSqEKIC5Wt6FI2jsfdsluc+qYvNkiRZUCxPy4B3PPPruz7HoIibez3PuE0I4Y1faUpb8S2edkGSJO91/Va1nYeFENlCCDvKh8oFHrFzATBXCLHCU/YIipWvPuapln8YmOCJc5sKHBBCfCmEcAkhvkVpq88WQthQ2pcTgbEoL+9VKB+gx3rWKwHGoVhanhRCOIQSc/Yh2rbW1+Y1cD28OIEnPc/OfBRLyYB6lp+E4gb7xzvDI3quB+4UQpR62oBnCPAOEEJkoAiE6Z5ZpwA1HjEciAwhxIdCCDfKx3xnFHdeLYQQP3raTlkI8T2KJfeYeo5FvW6V55gekSQpzCP+z0f5mIaGn9+6+AK4UpKkWJQ2cU6AZY6VlBhP3x/Kx6oGSZImonz4nyOEqGzMcbUX/i0i61IUq4deKSeiWCEyVPMyUL40GmI5iqn3RGAFSuN4kudvpefl0wPlJZenukHeR7F+6ElBcWsA4PkqyFKV9wBeV22nFOVror66qtfP8OwjUFkK4G0A1MsH2nYPYKbupp+I8oB382ynrJ461UUKquvgOX9ZujqoRWcN/pe3BkmSOkqS9J0nkLgS5esyMdCydawfIUnS+5IkZXjWXwHESdqA5MbWpTHbailSgBzdF6b6Xu8B3K27lt3Q3ie18Lx0FgBnqIJXrUC6EOJjT/l3KNfveJSXEygfH6h+e++3al1ZQ+Xe31XUzWzgB88Hhp4C1W9rgOmA1zIAjblns/QrBWC0Z58XoVgnIj3z67s+3VBesoGsY01pK74BzvNYL88DNnte9t7t/Krazh4Ut1IytdsrC4rbsD7Uy1d76pWC7jx6ULc/6rZ2Odq21vsR1wNI0Z2rh9CKjsZcCzUluvNb53Pu4REUETxHZQ1OQhEjm1T1+tMzPxDf4P8YVlsVA+Frg4QQNZ6fdbVDV0pKpy9vHYbShDYRxQrZC+UcvotiCfR2wmno+Q2I56MgCcV7M7cO4btWCBGn/kPxRKiPrRvKh+5VQoj9TTimdsFRL7I8DUYayhfaL7riYpSvFfUXXndU1q56WI5ifj3Z89v7daV+8LNQHrpE1U0SI4QIZEbNQ2k4Ad8XUDdVeRZwo+6GCxdCrK6njur1u6PESXlRv3hzgQTPl6x6+UDnIQvFF6+uR6QQ4jlPWYIkSXEB1hMB5qnJRXUdVMffmGuh51nP/oYLJUj7crSm7obqcjfKF+t4z/oneqt1GHVpyrYaqlegcgv+L0pQrEhe8oAuOheC+iswC/if7lpGeCwJjcGEEs8EioUhYP09ojsPGKGaPQIllgnP/8N19RyuK9evW+CxYNTFTGC6JEmzGz6Mw6Yx92xD11RZSOEHFPeY15VU3/XJArpLgQO4G91WCCF2owiaM6n9Us9CifNRbydMCJFD7fYqAsXVVx/q5aNQXNi56M6jB3X7oxdZy6ktsrKANF1do4UQZ6kPt4H6HSkWlPdMLPCTJEkhKO8YKzBEVa9Yobi3AvEjcLIkSV1R4uPqE1mNwmPB/BC4FejgESo78bdBDZ4XIUSGEGKaECJJCDEe5Vp7LcQNPb/18RVKG9lkVyGAx2U8B8Vav+BwttHWHPUiy8O1wCmery0fHjPrD8D/PD7+Hih+XX3cVi2EEAdQHp7LgRUeE2UBihl1uWeZPJSg6JclSYqRJMkgSVIfb6yKjnnAEEmSzvM0nLejfWG+BzwoSdIQAEmSYiVJmtlANR/xWFKGoMQPfV/HsWShBNU+6zEHD0c5Z4HiFr4CzpYk6QxJkoye5U+WJKmr53gXAO9IkhQvSVKIJEleUVEAdPCYhgPxAzBVkqTJnsbpbhSBWp+IrItoPEGckhJDdq+uvAAlBq++9a2e9ROAxw6jDoezrQKUeJO6euUEOodbUVy1CR7X9WxV2RqUeMDbJUkySZJ0HloXwYfATZIkjZcUIiVJmqoT24ASLyRJ0pmSJIV7ruvlaGMPfwXiJUm6ynNfXIBiifC6Tr4A/uu5LwaiuFA+85QtQ7GQ3C4p8Ua3euYvVa17rSRJgyUlJua/qnXrIhclLud2SZL+08Cyh0tz3rNengNu8FzL+q7PehSh85xnfpgkSd4Yzqa2Fd+gtDcnorzkvbyH0jb28GwnSfKn7fgJmCZJ0kTP/fokDb8vzlIt/xSwztP2zAf6S5J0qec+vQgYjBJzBsr5HIBy764Xipu3B4rVb4VnmfVApSRJ93vuUaMkSUMlSRrXQJ2aFY83YAqKde4bFCHzIfCqJEkdwZcO4Yw61i9CeR4+RRGNe5qhWpEoQqrIs/9r8MdTQcPtDpIS1xwtSZLZ8+yfjhKGAQ0/v/XxBkooz4qGFqyDT4C9InBs7VHBv0JkCSEOCSE21lF8G8oXSCqKNeoblAvXGJajmJQzVdMSsEW1zJUoLsndKIGjP6G41vR1LEb5+n4OxezeD5VvXwjxK0oA5XeS4nbaifL12VD9DgJLgJeEEHUmPkUxUfdEeTn9CjwmlHgrfT2zUAJIH0J5aLNQRIz3XrkCxTq4F6VXzmzPentRYj1SJcVknaLb7j4Uwfomytff2SgxGY4GjjEQT6C4YCpQxKvegvksygu/XJKkQAHrr6HE1hSjdJ748zDqcDjbWory9ZcvSVKxvrCOc/glSrBvOoqg/161vAPFBXQ1yr13Eapz4XkmrkcJxC9DuVeurqNuEkpMTiHKdb8DuEgIsdmzrVKUnnb3oJz3B4BzPfc1KOLyEIrVZDnwohDiT1U9p6M8K+UoPeOme6+9Z7kXUOK9Mjx/DQpfz3M5GbhfaoGkvs18z3q3uQPl/Nxb3/XxfCCejRJInYniurnIU9bUtuJbFEvRUtX1AqVn2+/AQkmSqlDu3/GefewCbkFpL/M89Wsoh9s3KNetFCVg/TLPtkpQepfdjdL23QdM89bF83G8GdilOrdrUNylhbrzMRLFc1GMElda10ddiyGEKEcRDv1RPhAeRLl2az3XYzH1x3Z9g9Kb9YitWJ767EaJkVyDIqiGoXq30EC74+EMlHdkGUqg/BSPIGzw+W2gbqVCiCVCiAataXVwMTBDUvLMef9OOMxttQnS4R97kLZCUhKtpgEhooEeTY3c3pMoaQeC+XuCBAnSZCRJ+gwlVcF/27ouQYK0J/4Vlqwgh4/Hzz4YRbQFCRIkSJAgQZqJYCbwIJtR4kxubWjBIEGCBAkSJEjjCboLgwQJEiRIkCBBWoCguzBIkCBBggQJEqQFCIqsIEGCBAkSJEiQFqCxMVlBn2KQIEEajc1mo6ioiJCQEA4cOIDBYCApKYmvvvqKadOmsXPnTtasWcOVV17Jyy+/TO/evTnllFO4/vrree211/j666/ZuXMnjzzyCPfccw9Dhgzh+OOP57nnnsNkMvHSSy8xf/588vPzmT17Nu+++y4nnXQSgwYN4rvvvmP27Nns378ft9vN+PHj2bdvH3379iUqKgqr1UrHjh0xmUyYzWZMJhMRERFERkZiNLZGov4gQYL8y6gzkXUw8D1IkCA+CgoKKK/6lIKCKhbM28a4Y3rz15/bKSu3MnBAJz77dBWjRvegvLyGjRvSGH9sHzasT0UISEyMIiOjhJAQIy6XGyEgOTmGwsJKjEYDPXslcfBAAV9//R5FRVVUVdnYs2c5q1cfIDzczK7di8jPz+fzL/7H6n8OUllpZdnyjykrK2XPni107eYEwOVysf/gH2zZsp6Kihr+XvYRmzZtpKQ0neR/Yliz5hAGYz7/rNqPw+Fm7NierFlzkJQu8RgNBjIzS+jbL5nsrFIAYmLCKSqqQpIgJEQRWZ06xyG7ZaKiw+jcOY6Kihp6904iMjIUk8lISkoccfGRxMdHEBcXQXx8JHFxEcTFK79jIm9ss2sYJEiQ9kNQZAUJ8i/F5XJRWlrKpk2b2L59O127p/HJxytJTo4hJMTIzz9tYMyYXuzYkUVVlQ2j0YDd7iIqKpQOHaLIzCzljClD2b4tC6fTTb++yRSXVBMdHUqfPh3ZuiWDe+87i/899TuhYSbeff9qzpn2Kq++dikmk4E7bvuarTue5uEHfyQ5OZbbZ5/OlVd8wKOPnUtxcRX/uekLli5/gHlzt9KxYwzjjunND9+vZ9wxvQgNNfHtN+u4+54pfPixP31b585xdEiM4p57z+TV1y71ze/evQN33n0GGenFpKeXMO3skSz7ey+yLHPK5MH07nkPi5feR1FRNZ99spJ337+Kxx79haioMO697yz69b6XuQvuZOuWTN56cwlffHUDN13/KSldErjs8glcdcUHXH7FcWzbmsnfS/cw88JxvP/uUjp0iCI6Joz169JISoqiuLiaykorJtNtxMSEkdAhik7JsSQmRZOYFE1SYpTyf1I0iYnRpHS6iuTkZDp06IAk1fkxHCRIkKOUoMgKEuQoQwhBRUUFn332Gd26dWPdunUsXbqUkaOjmPvHFgyShGSQyM0pJz4hEpPRgMViZ8qZw9izOwdZFkw7ezg//bieBx+exsqV+9i3L5+PP7mWZ/83l0mTBzF+fG9On/wic36/g08+XsG2rZk89sR0EpOimXLmMJKTY7DZnZwyeRCFhZWsXLmfnj0TmXXtifTu05GUlDi++/EWAKadPYrly/YCMGJEdyRJ4phjerNugzKE39RpIykpUcaYLiuzUFZqYfSYntx9z5RGn5NHH58OQGlpDZWVyji0w4Z3pUMHZQi5PfuexWw2Yam2M2KkMsSe0+HmzDOHI4Tg19/uoF+/TjgdMldedTy9eiURnxDFJZeOZ+IJ/Tj/gnHcdPMkdu3M4bjj+3HV1RM5dKiQ8y8Yx6mnDWbama+yfNVDzJmziX1787nt9lO56YbPmHzqEGJiw3nw/h+47fbT2bA+lbVrDxEZGUp6WjGWmi8oLqrCYnGQnBxDp06xdOocS6fOcaR0jqNrl6mkpKTQvXt3unfvTkyMfpzeIEGCtGeCIitIkHaG0+mkoKCAl1++lq7dE8jIKObHHzYwcmR3/ll1AKvVQXi4mZoaB8eM701cXAQVlQWMGHEaleUWunRL4JZbT+WC897k19/uoCC/gi+/XM2rr13K4kW76JwSy5AhXbHZXIwZ25OYmHB27ZxPeLiZjskxSEhERITyyGPnIsuCCy86hv79lWE2y0qrWfb3HmZdeyIx0eE4nW6mzxjN+ReMBWD2nWdQXW0jNDSEm67/jI8/u5ZevZMwm5WmRi2cDAal343D4eL0U19k0ZJ7ufGmSUd07k48SRnNJCOjmEsveo9Vax5GkiRCQ0MAGDa8G8OGKyJr6rSRdO2WwPp1qbz4wnx++uU2evZKZOiwrgB89sX1SBJYrU5SUuIwGAz89ecOIiJDAbj2upM4dkIfJEni8Sdn+I6pU6dYIiJCycut4PiJ/QgPN3Pb7adxy62T2bSpNzari+Mn9uOaqz7kkcemU11l48EHfuTtd6/kpx834HbJxMSGs3tXDmnpn5GXW0FWVgmZGSWYzSa69+hAt24Jnv870EM9nTLbd16DBAnS9jQ2T1Yw8D1IkGakpKSEjz/+GJfLRUnpSj7+aDkjRnRn8+Z0LBY7ycmxVFZZGTmyO0OGdmHXjhzuuvdMykqriYgM5fzzx3LP3d9xxRXHkZgUzbXXfMxfi+5l5Yp9GAwGjp/Yj5ycMpKTY7DbXXz7zVquu/4k3nl7Cbk55Tz9zPm88Nw8rrpmIrGxEVRWWunYUbGSyLKMwWDg5Zf+5MwzhxEXH8ETj83h/Q+vobCwkujoMMLDtWPNWix2IiLM/DZnM38u2MF7H1xNbm4ZnTvH1ekGq6y08tGHy7nzrjNwudyEhDT8zffg/T/63IUN4XS6kCSJ1175i1tvP42wsJCAywkhyM+voHPnOM6f8SZ33nUGx07og8sl11rHYrFjszlJSIjk0ovf5aNPrmXH9iy2b8/mhhtP9p07gNzcMpKSosnMLGX+vG3cdvtp3HzjZ0w6ZRAzLzyGd95eyk03T8LtdlNSYqFz5zgWLdxJQkIUo8f04NhjnuTv5Q+wfl0aq1bu4+FHzmHB/B2EmI3U1NjJzFCEV1ZWKZmZJWRlllJRUUOXrgl0755A9+6KAOvbL5lBA66nX79+xMXFNXjeggQJ0mSCge9BgrQ2Bw4cYN++fVgsFh566CHGjh3L2rWLycouIzoqDCEEffp05Kypwxk0OIUHHppKQkIUPXslEB8fzZLFu+nYMZpBg1MY2O8BTj99CGvXHGLHjmwkSeLyy4+jZ68k4uIi+GvRvQAMHJTC7l05ADz91O9MnjyYc6eP4sD+fIQQXH3NRJ9V574HpvrqmpFRQnx8BP+sOsjbby3mx59vZfjwrsTGRZCSEs/7H14D4BNiXpxOFyEhJqad+QpvvXMFU6eN4OxzRgGQkhJf7/nxBpm73XKjBFZTCQkxYbM5MRgNmEx1W3ckSaJz5zgAvvvhZgwGA/+sOsDrry3k519v8x0jQGRkKJEeS9a33/8HgI7JsQwc6AbgtFNe4LU3LqN3n47Y7cp6ffp05LbbTwPgjbcux+0W2O0ucrJLMRoNfPThcrKzSnnqf+cjBPTt1xFJkli3QRkje8jQLiQmRiFJElu3ZHDW1OF06tyVxx/9lS3bnmLd2kPIsmDCcX2xWGxkZ5eTlVlCZmYJGenF/PH7Vl45cD4HDxQSEWGmX79k+vZLZuCAqfTr14/+/fvTt29fIiIimv0aBAny/52gJStIkCNACEFubi5PPHkZcfER7N2Tx+JFu4iLi6CgQLH6nDJ5MLt25jDruhMYPLgLyckxjBipxCa5XG5MJiMffrCMc6ePpiC/gltu/oIV/zzMzz9toHPnOI47vh9FRVW+F60Xq9VBeXkNnTvHcd2sj/nvo+diszn59us1PPHUeZSVWYiJCcdoDCwwDh4sICuzlEmnDOL8GW/y7PMz6dGjA263TEREaIPHvnlTOv99+Gfm/3k3drvTJ94aorCwkutmfcLPv97aZHHVFEuWGovFzoUXvM0PP93iE0kNYbc7MZtNTBj/FN9+fzO9eiU1uE5VlZXwcDNbt2Ty7jtL+fjTa/lzwQ6GDutC164JAddxudxUV9uJi4tg9h1f88CD08jLLefrr9bw0isXk51dSlJStOb8CiEoLq4mKSmahX/tRJYFU84cxpBBD7Fw8b04HC7WrD7IpZdN8N1jQgjy8so5eKCQAwfy/f8fLCT1UCFJSdH09QqwgZ0ZMqQLQ4d1pWvn2Y06X0GC/D+mTktWUGQFCdJICgsL2b59Ow8++CCjx0Qxb9428vMqSEiIxG53MXFiP048aQCpqUXc98BUunSJqxUf43S6+PijFdx08yl8/tkqNm1K5403L+f99/5m6rQRdOoUG9BN5cXlcvP6a4u46+4z+OrL1aSlFvHo49PZsD6VwUO6NCgghBA89siv3PfAWezelcv27Vlcd/1JTToPjz3yC8NHdGPGeWOoqrIRG9t4C4jbLWMwSGzdksmo0T2atF84fJEFsGVzBqNG98DtlusUnoEoL68hLi6CD95fhtXq4I7Zpzdpv6+8/CdnTR1BTEwYX3+5hnvvP6tR+0xPK2LkqB7MvuNrTjttKJNPHcx77y5l9p1n1LleTY2d8HAzBw4UsG7tIa648nguu+Q9Lrn0WM6YMpSPPlzBTTdPquXCdbtlMjNLOHiggAMHCti7N49dO7LZtSsHk8nIkCFdGDy0C0OGdGHk8BsZMmQIsbGxTToPQYL8iwmKrCBBGktFRQUHDhzgt99+46effqJbt278/fcSQGLM2J4cPJDPXfdMoXv3DvTslcgxx/QJuJ3S0mo2rE/jjCnDeOThn+ndpyNXXzORB+//kSefPg8hBCEhxjoDlYUQFBRU0qlTLG+/tYTw8BBmXXsi/3vqd+68+4xGWZu8LF+2l61bM7lj9ul8+cU/TJ02goSEqEav73C4ePzRX3niqRnk5JSTnBxTKy6rIex2Jyed8Czz/7yrSftWcyQiCyAzs4QrLn2fv1c80OQA8aoqKxUVVmJjw3n+2fk89b/zmpR2IS+vnFUr9zPzwmN4+snfmDptZJOEZklJNZ99uoq775nCSy8uoEuXeC659Fjy8yvo1KluweN2y7jdMjU1Dl5/dSGPPTGdl15cgMlkYPadZzD3j62cPGkgUVFhtdb1Wr927cxh164cdu/KYdfOXPbsySUhIZLBQ7owfNgUhg0bxujRoxk4cGAwoWuQ/48ERVaQIIEoKysjNTWV19+4nR07sjEZjWzcmEaXLvEMHd6V/LwKnnhyBikpcQwd1qXOF4jd7qSkpJqUlHhm3/E11113ErFxEbz1xiKef/EiiouriIkJ9/Wyq481qw/SqXMsUVFhnHHai2za8gTZ2WVERJh9KQkay0Uz3+aV1y5FlgWFBZWMGduzSetbrQ727c1j5KgefPLxCi6+ZHyTxJ0Xr8sqN7eswVit+jhSkQX46uCtU1MpL69h7h9bufyK49i4IY0RI7s12e25auV+Bg7qTH5eBW+9uZj3Pri6Sevn51cghCAhIZJRIx5l89YnSUsrwmZ1Nkq42WxOrFYH8fGR3HzjZ7zw0kVs25rF4kW7ePzJGWRnl3ryqQU+LlmWSU8vUYTXzhy2b89iy5YM8vMqGDasK6PG9GDUqB6MHt2D4UMfIiSkca7kIEGOUoIiK0iQmpoaduzYwWOPPYbNnkFpaTU7tmczeHAKcfGRREWZefChs+k/IJnExIbzEQkheOKxOTz8yNnMn7edFSv28fIrl7B5Uzp9+nZskhstM7OEzz9dxSOPnct77y5l6NCuTDyhP0KIJiepXLVyP7/+uslXl6HDujZK3OmRZZltW7P4+OMVvPX2FU1eX81ll7zHTTdP4oQTBxzRdppDZAHM+XUTS5fu4Y03Lz/sbQghuOqKD3nsien06pV4WKkTamrsHDxQyPAR3bj+2k+47fbTGD6iW5PrIUkSC+Zvp7S0mssuP4777/2e+x6Y2iRRXlJSTW5OGcOGd+Oaqz7k2utOYsjQLnz0wfJGuThBEaDbtmayZUsGWzZnsGVLJlmZJYqbcXQPRo3qzvhxdzB06FDM5qZZQoMEaccERVaQ/18IIcjMzOS226cTHx/JP6sOcOhQISNGdkN2C4aP7MaNN06iV++kWj3mAuFyudm9K5fhI7rxzttLsFTbuff+s3jn7SVcceVxREeHN6l+DocLs9nE7Du+5txzRzPumF7Mn7eNCy8af7iHzHWzPua220+jR89Eioqq6Ncv+bC39dKLCwgNNfl6xR0JQghf4P6R5nBqLpFltzuxWOzEx0c2S6b1xx/9lR49E7lm1gmHvY1dO7Pp3acja9ccYsH87bzw0kWHtR0hBF9+8Q+XXX4cc37dxK6dOTz6+HTfPdcUCgsrmfvHVmZdeyIP3PcDI0d15+JLjmXrlgyGj+jWqOtZVWVl+7ZsNm9OZ+uWTDZvTicjvYQRI7ox/tg+HDuhD8eM703Pbncf1vEGCdIOCIqsIP9uqqqqePzxx0nsmMVnn6wgLa2Y+PhI3G6Zc6eP4rwLxtKnTxK9ezdNePz4w3p69+7IwEGdOWfqqyxaeh9lZTWEh4c02W2WnV1KQkIke/fk8cB9P7BwyX0cPFhAly7xTY5v8nLwYAGvv7aQN9+6gl07s+nbL7nRvfwC8esvGznxpIEAREWFHtG2AP76cwd//rlDMwTOkdBcIsvLVVd8wK23ncq4Y3of0Xaqq23IsqC8vIY9u3M5Y8qww95WTY2dzMxSBgzoxLXXfMwzz82sN+aqoXoVF1fTs2ciY0Y9xs+/3kZ8fAQ2m5Pk5KZts6rKitstMJuNTDtTeRZWrdxPTY2DM88a3qRtVVZa2bA+jfXrDrF27SHWr0slKiqU8cf24ZjxfTj22D6MG/MIoaFNd00HCdIGBEVWkH8XqampbN++nccee4yi4kzKyyw4HG6uuvp4+vfvRO++HTnnnFFNslKUl9cQGmoiK6uU++75njm/38H8edvo1i3BlyW8qVRVWdm/r4AxY3ty1RUfcMutpzJmbE9cLvcRCZhPPl5B377JjD+2N6v/OcikUwYd9rYAX4+7V1/5iylnDmPQoJQj2p4Xu91Jbm55o9IfNIbmFlkHDhTQu3dSk3ob1semjels3pzO9Tec3ORejHqEECxetIvJpw5m3rzt2G1OLpg57rC35+15uPCvncybt4033rycdWsPMXxEt8MW+evXpVJT4+Ckkwcw6cTn+OHnW4iIMCOEaJJ1Vwjh6xHpFV0HDxQwfHg3jp/Yj1Mm3cbEiRODwwoFaa8ERVaQo5uCggJuvf1shCzYsjmD1NQiTj1tCNHRYYwZ24Nbbj31sAKy8/LK2b0rl8mnDubiC9/h1ttOZfyxvcnKKqN378MXBosX7WL4iG4UF1Xx7rtLefOtI4tpAkWwfPLxSm66eRJrVh+kY3IMffsevkvQi8vl5oTj/8ec3+9osnWjLmRZ5o7bv+bBh6YdUaC7nuYWWQD79+fz8YfLef7Fw3PP1bXNW276goVL7m0Wd+SundnY7S6GDe/KB+8v5+b/TGqW4XOuuOx9nn/xQpxON9lZZRw/sd9hbccrkvr1S+aPP7ayYP523n3vKubP28axE/ocVm/SqirF2vXPqgOsXLGPjRvTGTCwEyecMIATThrA8cf3pVPS7YdV3yBBmplgxvcgRxerVq0iLS2NDz96mvXrUgkLCyEsLIRJpwzi0y+uY9CglCYFluv570M/859bT6Gi3MrGDWlMPnUw335/s++FeDgCKy+vnBXL93HRxePZvCmd5OQYhg3vdsQCq6SkmpzsMoYO60JBfgU1NQ6OO/7wXoZqZFnm76V7mXzqYH6Zc3uzCSxQsqifccawZt1mS9GtWwKnTB7crNvs378TX3x9AwCLFu7k1NOGHJHYGjJUGU+xpKSayooaDAYDmzam069/MjExTYsHVPPl1zcCsPqfA2zblsnxE/vx+WerOPuckU0SRpIk+ca3POecUZx99kgAVq7Yz8hR3dmzO5e5f2xtdAA9QHR0OKdMHuy7Nna7kw3r01i1cj/vvr2Ea678kJ69XuSEEwdw4on9OfWUp+jQoUOjtx8kSGsQtGQFaRdYLBaef/55VqxYQXHJQXbtzOHYCX2YdMogEuIjueW2Uw/b9WK1OggLC2HJ4t3Mm7eNV1+7lLl/bGXCcX2bnBIhEHN+3cTQYV2Jigrjy8//adKLpD4sFjuhoSaWLtnDls0Z3P/g1IZXagJVVVZuuflLPvjomjqTnx4OGRnFbNmcwfQZY5ptm15awpLl5euvVjPlzOHNck94KSuzcOcd3/DBR9ccVg/P+rj/3u+ZeeExDBuuCLAjjZ8DxSL1+KO/cu/9Z5F6qIj8/ApOP2PoEW83N7eMnTtyOP2Mocy6+iP+c8tkRo3ucURuc6fTxeZNGaxcsY8VK/az+p8D9OufzOTJQ5hyxt0cf/zxwZiuIK1F0F0YpH1htVpZvnw5q9e+y3PPzCPEbKRTp1g6JETx8quXMGp0d8zmw39plJfXUFJSTZ8+HRk98lF+mXM7cXERWCx2unQ5cvdVcXEVv/y8iRtuPJmvvlzNiBHdDjtuqy4uu+Q9rr3uxGa3shQWVvLYI7/w1jtXNlsskprt27LYtCn9iHra1UVLiqy331rCGVOGNosLVo/V6uCO277i5VcvaXJP1Ib48Yf1rFixr1lc0mrWrjlIfn4F02eM4c03FnHNrBMCJixtKmlpRXTsGMO+vXncf+8PLFp6H3v35tG1a/wRbd/hcLFu7SGWLN7N4kW72LMnlwnH9WPyqYM59dTBjB75aLO4boMECUBQZAVpe/bu3cvDDz+MZMjktzmbCQ83c+XVx2O3uXj08XOP2LUkhOCXnzcyfcYYfv9tM3v35PHgw2cfVtf1uliyeDeJiVH07ZfMG68t5IGHpjVrw11VZeXiC9/llzm3Ac1jnVBjszkJCTHy54IdTJ02olm3DUpvxx49OrTIgM/QsiILlPOTn19Bz56JzbpdIQTz5m5j6rQR2O2uZrUcguJKs1qdXH7p+/z6223Nev5dLjfP/m8uD/33bNatPYQkSUw4rm+zbNv7bN5793dMnTaSccf04u+le5jmcTceCWVlFpb9vYfFi3ezZPFuaix2Jp86mClnDmfqmc+SkBB4LMkgQQ6DOl8Czf8ZGySIB1mW2bRpE+PGjaNXr16MHz+KBQv+YPKpg9m5+xmKy97mlVcv5e13rzwigbV1Swbz521DkiRWrNhPcXEVM84by4MPnw1wxALLbnfy9VerAUUEWSx2IiNDefDhs5tNYKWmFjH3j61ER4fz5FPnYTabml1gpaUVMfnk55EkWkRgAbz0wgLWrD7UIttuDebP28bHHy5v9u1KksS0s0fidLo57tinKC6uatbth4aGEBsbzhNPziAkxMRPP24gN7esWbZtMhl55LFzMRoNVFfbPekqZL74fBVut3xE2/Y+my++fDEnTxpIQUEla1YfBOCXnzeyb1/+YW87Pj6SGeeN5e13rmTv/udYtvIhJhzXj+++XUfPnl044YT+PP/88+zcuZNGGhuCBGkyQUtWkGbl4MGDrF27li+/fp5Ff+2ib7+OdOwYw+lnDOGuu89sNouSEILZd3zDM89ewN49eWRllTR7DFBqahGVFTUMG96Ne+7+jmeeveCwu7rXhcViByAzo4QVK/Zx402TmnX7oJyrvXvyGDQ4hcpK6xEFSje0H6BFXTItbcnyZk8/nEz7jcV7DfbszmXQ4OZJlaHnpRfmc/GlxxIdHUZYWEizC/bS0mqef3Yez71wIevWHqJb9w7N4oZX89WXqxk7rhfx8RG88doi/vfsBc22bavVwbK/97JgwXb+nL8dgClnDefMM4dz+qnPEh7eMs9IkH8tQXdhkJZj06ZNvP766xQUbmHRwp306dOR664/ic4pcVx8ybHNuq8li3ezc2c2d8w+nZ9/2sDpZwxt9hiXnTuyGTwkhQXzd1BUVMnV1zR/bJGXu+/6lvHjex9RpveGyM0t49prPmHu/DtbJAYLlBxMJ5/4LH8vf5DIyJYLNm5pkQVKzNqMc95gxT8Ptdj5slodnH3Wq/w857Yj6iXbEO+8vYTyshoe+u/ZLbaP1179i3HjejNmbE/S04sZOLBzs26/pKSaf/45wDnnjOLpJ3/jjCnDjjh5rBohBHt25zJ/3jYWzN/Otm1ZTDplENNnjGb6OS8SH9+84jHIv5KgyArSvKSnp3P+BSfjdgsOHMgnxGTknfeu4rTThzT7S0MIwcUXvsNrb1yGyyVTWlLNiJHdm3UfoDTmHTpEceEFb/Ps8zPp06djs+8DlOO58fpPeeyJGXTqFNtiL3KXy80P36/nkksVodvSQb+ZmSV0796yXehbQ2RB6xyLEAIhBN9+s5ZLL5vQYtfH7ZY5cKCADz9YxsuvXNIi+wDYsjmDt99azEefXOt7lpqbtWsO0qdvMsVFVbz+2sImD6zdGEpLq5k/bztzft3Esr/3csz43pw7fTTnnDuKHl3vavb9BflXEIzJCnLk7N69m/PPP5+oqDDGjRtGZYWVmReOI6/gDQpL3uKCmeOaVWAtWriTO2d/gyRJ3HvfWSQkRNKtW0KzCiwhBG63zOZN6Vx1xYcA/PDTLS0isIQQbNyQhiRJXHLpBBITo1pMYIHiityyOQOXy92iAisnp4w331jU4qKkNenWLYHnn51HRUVNi+1DkiSsVidbNmdit7tabD9Go4GuXeOZ4XGnb9yQ1iIxSKNG9+CjT65FCMHZU18lPb34iGO29Bw7oS9JSdH06NnB51qfdfVHbNyQ1mz7SEiI4vIrjuOnX24jI/sVrr/hJFb/c4CRwx7huOP68dwLF5Kamtps+wvy7yZoyQpSL5s3b2bBggU8/vijxMSEc+bU4SQmRvHMszMxmYwtss8LznuTJ586j5Qu8c2WcqEu7r/3e4aP6Mall01AlkWLip6SkmpmXf0RP/1ya4v1vgPFgvXi8/O57Y7TmqXLfUNkZpaw+p8Dze4aDkRrWbIAPvt0JWdNHdGoAcSPlJKSaj79eAV333tmiwri6mobl1z0Lt//+J/DGiGhsXiHFHrt1b9wOd3cc1/z5I4LRFpaEcnJMWzckM7XX63m/Q+vaZH9OBwu/l66h99+28Ifv22hW/cELrzoGC69+GW6du3aIvsMctQQdBcGaTy///47O3Z9wTtvLSE/v4IbbprEoEGdufqaiYSFNW/gt5eNG9J44/VFfPHVDRw8WECvXs03npweh8PFNVd9xIcfX0NNjYP4+MgWFVcbN6TxyScreefdK1tsH2pkWebdd/7m2utObPZUAXrKy2sQQhAfH9mi+/HSmiILlPisqKjQFhUkoATDf/vNWm648eRWyeUkhODKyz/gv4+ey4ABnVpsP06ni+pqOy6XzD13fctnX1zfYsfndLp8w2Gde/ZrvPjyxb4s9M2Ny+Vm+bJ9/PjDen6bs5nBg1OYedExnHf+WLp2nt0i+wzSrgmKrCD1s379et5//3327VvJ6tUHOGXyYG697VROPKk/UVEt19PmPzd/wcyZ45hwXF8KCiro0aN58xOp2b8/nx3bszj/gnEsWbybk04e0GLWOFDy9JSWWujSJZ5DBwt8Q6O0JP996GeunjWxRRJqBuKXnzeyds0hXnip+cb9q4/WFlnXX/sJl1424YgH4G4sW7dk8OeCHTzw0LRW2dew4d3Yvz+fbt0SWtTqabM5WbvmECdPGsiXX/zDSScPbFH38oEDBfTpk8Svv2xi29Ysnnz6vBbbl8PhYtHCXfzw/ToWzN/O2HG9uPCiY7jwgleJi4trsf0GaVcERVaQ2tjtdi6//HKqqqpYvmIpUZFhfPDRNZx2+pBmHwJETWZmCXff+S0//HQLaWnFdO0a36L7y8goJjY2gsLCStauOciVV01ssX2p+ebrNRQVVXHH7NNbZX+g5Hk66eSBLdrDT09LpjvQ09oiqzWPDRS34dYtmUw+tXmz/NfHo//9heMn9uOMKcNaZX9vvbmYC2aOQ5JACOjUqeXGt7RaHRQWVtKlSzznnv06X31zY4taXWtq7CyYv53vv1vPsr/3cPoZQ7nm6ic47bTTMJmCQwX/iwmKrCAKQgg++OAD3v/gGTIzSnE6XVx3w8k89PC0Zk+FoOfDD5aRlBTNOeeOYuuWTEaP6dmi+/PGhdx/7/dMPnVIs4zB1hjefGMRvXolNUvW6sbyzttL6NEjscWSjNa1z4SEyFaJxfLS2iIL4N13lhIXF+HrpdkafPXlakwmQ6ue26++VBLuXn7Fca2yvx9/WM+hg4U88NA037PaUggh2LwpgzFje/LZpyuJigrjgpnjWmx/oAjmH39Yz1dfrCY7u5SLLzmWy684jtEjH23R/QZpE4Ii6/87ubm5nHbaadTUFGJ3uIiPi+DX3+9o9uFD9NhsTu6c/Q1vvHkZ+/flExMbQbduLT+chcPh4pixT7BsxYPExbVcHiI1JSXVxMVFsHtXDh2TY454mKCmsHNHNrFxrXNuvWRllSLLcou6ePW0hcjavz+f2NjwVr2ee/fmYTab6N07qdX2mZ5ejMPhokePDthszhbN36UmK6uUCy94i9VrH2kVq+GhQ4XIsqBz51juv+8H3nzrcgyGlu1ov3dvHl9/uZpvvl5DYlI0l19xHFdd8SaJia337ARpUYIpHP4/4na7efzJGaSkxDN0aD/ccin3PjCVtIyX2LL9qRYVWJs3pfPbnM2EhYUwefJgZFkwZGjXFhcBe3bn8sJz8zCbTSxacl+rCSyAO+/4hhXL9zFseLdWeyGvXXOQJx6bw9BhLX9u1WzfloUQolUFVlvRv38nKitt7N2b12r7HDiwM717J3HXnd+we1dOq+yzZ89E+vfvxNw/tvL4Y3NaZZ+gpMv4fe6dSJLEY4/8QkZGcYvur0+fjvTrp8Qsnn76UAwGA998vaZFr+/AgZ156n/ns//QCzzz7Ew2b0qnb9/uXHTxeBYuvg+76+MW23eQtiXoJP4XkpmZyZQpUygszCIlJY6+fZOY88fsVunO/8cfW5k0aaASUO7R9i1tlgclq7nbLejUOZZBQ7oAkJQU3eL7Bfjk4xXMOG8Mn3x2bYsG0gdi4KCUFv8KD8S6dYfo1DnuX5Ubqz7WrT1EaKip2bOZN8R5542lZ6/WFbLnXzCOc6ePJje3jOXL9rWKm9T7rA4b3o2OHWM4dKiQuLiIFklo6iUqKoxzp4/2TZvNJgoKKti5I6fFYuKMRgOTTx3M5FMHU1Zm4Zuv13LXnd9gszmZde2fXDfrbTp2bJkkyEHahqAl61+Cy+XixRdfpEOHKEaNGkx4hJVnX5jJxi1PsPjvB1pUYLlcbrZvywJgy6Z0cnPLGT6iG+eeO7qBNY8cWVaSHf7040ZWrdxPfHwkZ7diLBQo3e8tFnurCqzqahs3XPcJoaEmjhnffEOMNAYhBNffcHKrn+e25PIrjmPmhce0+kDCE0/oj93u4qYbPsPhaLmEpXpMJqNvMOjW5IKZ4wgPN/Pngh3Mn7cN8D/jLcmll02gd+8kcnPK2bo1E1B6X7bkvuPjI7nl1sls2vIEn352Hfv35dG/f0/Ov2As8/+8u1WOO0jLE4zJOsopLi7mjCljSUsrpnevJCKjzPz2x+wWz+sDSmC53e4kP7+SB+//ge9/vKXF96ln2lmv8vwLM1slPYIa71A/zzzXcsPv1Icsy8ybt71NhM69d3/H+GP7tIqFUk9bxGR5+eD9ZZQUV/Hgwy03DmAgvNd62rQRrdrT0cuWzRm88/YSPvx4Vqvve8XyfXz04XK++OqGVt2v2y1zzrTX+OyL6wkPDyEiwtwqFuOKihq++3YdH36wDJvNyc3/mcwVVx5HYnzrt61BmkQwJuvfxrx580hMiqZLl85ISEyePIi77pnCoiX3c8N1n1JcXMWO7Vnce/d3ALzx+iLmzVW+DM+f8SYWi53161J59L+/APDCc/NYumQ3AGdNeRlZlln2916ee2YuAE88Noc1qw9itTqYce4bAFxz1YdcdcWH9O6dRK9eSWzdkkFpaTWXXvwuAL/+spH33/sbgNtv+4p9+/LJzi7lullK/MHXX63myy/+AeCG6z4hM7OEgwcLuOU/XwDw0YfL+enHDQBcful7vmOaffvXfPD+Ml5/bSEzLxzH4CFdmu2YFszfzmuv/gXAA/f9EPCYXnpxAZIkYTQZcDhczXJMTblOs2//mh3bs3n37SXNdkxNuU5XzzqB3n2SmvWYGnud5vy6qUWOqTHXadDAThQUVDb7MTV0nS6/9H3OPnskzz7zB7Ou/qhZj6kx1+mnHzdwx+zTef7Zufzy88ZmOabGXqeMjGLGjuuJ2y1z4vH/49ChwmZ/ngJdpxefn8+8BXfxzltLuPOOb3jzjcUt9jypr1NsbITSI/qBqbz73lW88tIC+vW+j5tvmcz2Xf8jyNFHMCbrKMLhcHDdddexYsUK3O5KEhOjeP/9qzn73FHs35/vyzV1402TiIoKo2u3BC66eDwAp50+xOcyvO320zCbjfTqncR55yvjmZ01dQQdEpX4h7vunoIkSQwc1JkOHZScMtNnjKZzShwmk4Gc7FLy8sp57IkZ2G1OAGZeeAzde3QgMjKUm24+BYDRY3pisykujssvP45OnWIICTFyzawTAZhwXD+fSfzqa06gQ4co3G6ZK688HoATTxpQ65ji4yO56OLx/PXnDmacP4aEhCgkSTqiYzKbTdx2+6kADBve1dchINAxjRzVnaef+oOLLh7P7NlnkJISd8TH1NTrtHVrJh2TY5rtmJpyncaN601NjYMBAzo16zE19jqNHtOj2Y+psddp6PBupKeXsG1rZrMeU2Ov0/HH96dbt8RmPabGXKeZF45j6LCuHDhQwFtvLmLGeWNa7d47fmJ/ZFnGYrEzcFBnOnaMpqrK3qr3XqfOscTEhBMXG875M97k9Tcva5V7r2fPRD774npSusTz5ef/cPrkFxgy9BvuuP1Zpk6ditHYuvGfQQ6PoLvwKKCoqIhJp4yirNRCeLiZ447vx3sfXNWqMUB79+Yx9/ct3HPfWezdm8eAAZ1a3XWxbu0hnn1mLnN+v6NV9+tl6ZLdnHjSAIBWD3AHyM4u5e+le7jC0xi3BT/+sJ64uAhOO711co7paUt3IShWirAwM2eeNbxN9g/w/nt/M/PCcSQktFxQuBq3bMNoUISKy+XGYilk08YsJp6gxAKazf7AfIejuNZ0oGXU8xqzjLLvaozGSE4+4Vk+/GQWffspZQapdWwFbrfMwYOFDBjQiScem8Os605s1R69druTn3/ayNtvLqGs3MIds0/niiuPIy765larQ5A6qfNlGLRktWPmzZvHK6+8wpYtawkJMfHuB1cxbdrIVq3Drp3ZhEeEkpwcQ5++SuxRa/ewWvb3XqqrbUydNoJvvrupVfftRQjBD9+vp1//Tq3asKqx2Zy43W0XDCvLMjMvPKbN9t8emHHeWEA5F23Rq1PZt8BqdbbKvtyyzfe/0RCGyWQkI72U33/b6RNZakFkNif6pr3zHI7iOoWUep3GiC2328If828iJiaB775dS+8+iYwd1xNoebFlNBoYMKATQgj6D+hEUlI0e3bnEmI2tsowVqGhIVx62QQuufRY/ll1gFdf+YunnviNG25cwO23fRTsldhOCVqy2iEvvvgia9eu5c8/55LUMYbFS+9r9a7yFRU1xMZG8P57f9OtWwJnTW29TOJeamrsmM0mtm3NoqbGzgknDmj1OggheOG5+Vw9a2KrJqPU8+eCHZw8aWCLD/hcH889M5fwCHOrDhOkp60tWaAMQ9OtewLX33Bym9WhqsrK+nVpLTr8jldgaea5qn2/MzJKmfvHLm659YQWq4Meg8HfS/rPBbvo07cLPXp2wGCQfG7D1rJsAXz37VoALrp4PJWV1lZL4Opl3758Xn9tIT//uIHzZ47j3rvfZ8CA1m8ngwQtWe0eWZZ5//33+eXXt1n29x7OO28saZkvt2oyTXVdJk96nt/nzubGmya1+v693HP395x++hCmzxjTZnWQJIlOnWNbdGzFhhBC8McfWxg5qnuLjvPWEHffO4WaGkeb7b+9cOfdZxAT07JDUDVEQUElf/2547BFlldAed2ATme5rywkJA4AOXOhb56h++mEzH0Er8S3Tbmf2FXv0iXXRdj8VVBR41vWdslTAIR9/Yh/3mVP1ZpWL6Of9q2z/E3/9Em3Ics2KFQ6P5w+CgydhvDBG9+Sk2vhkQfGYu4wDlm4cNoVC1hoWCff+i6PQDSZms/N6h32aM/uXG79zxcsWfZAs227MQwY0Il33r2Sx5+YznvvLOWEE8Yx8YT+PPDgVI4Z+0Sr1iVIYIKWrDbG7XYzd+5cHn3sNnZsz+btd6/giiuPb5OX+t69ebz4/Hw+/vRaHA5Xm9RBCMEbry/iiiuPIyIitE0tN7Pv+Jqrr57IyFE92qwOVVVWqqpspKTEt1kdAA4cKCAjvZhTTxvSpvVoD5YsgN9+28y4cb3a/LqkpRWRkhJHaGjjn5NAFirZrZuXs0IzGbp9Ze0NeYK3l+90snSHiyfO0r4mbJfUFlbq6UAEEmNqoQVgG6QdW1EIgVWKpKTUzsIlWVxzxUCkqF61tm3UiavmFFugDOVlMhm45KJ3eeW1S+nSpfXvDYvFzkcfLue1V/5i+IhuPPjQNE6c+Eyr1+P/IUFLVntDlmV+/X02s676EFkWvPXOlZx/wRjM5tYXFTt3ZGO3uxgxshs3/0fpIdMWAsvlcmMyGYmIMGO3u1otsFePN97msssmMHBQSpvUwcuyZftYtWIfz794UZvWo6zUQk5OWZvWoT2RnVVGv77JbS6ynv3fH1x51UQmntC/Ucs703/3/TZ0V9y+IX8pViT7qfcCELpASRVgH65yA5Z53ITxnmeyyDPdIYKRvUzE2OzIVgkhwGBQ3jdh3z4CBhAe/eYVT0JlDJXMaObpl1ELLt88lIGsRXqhUs8zpxNBDWVzfyX6kEz4r+upOvtyTCYDEVv+BMB6ws2Kq7PyAADGhFG4XNW4ynf4th+WOAEIHHTfGLxt5p13Kb2OV63cT6fOsa0Sr+UlMjKUO2afzo03TeKLz//hyss/oFfvX3nwobM56eQBhJqubbW6BFEIWrJaGSEEv/zyCxdddCF9+yUz+87TufyKYzGbza1el4qKGmJiwpk3dxtOp8sX1NsWOJ0ujjv2aRb8dTeJia0zHE5d3H7bV5x2+tA2z2huszkJCwtBCNEmSSi9eNuItqyDl/ZiyQLa/Lqo6+C9VxpCL7K8AsuL/dR7fSILFKEVunyBdiP6xPMdIhAFNXy62k1WmeDRqdoPNCnML7RAEVZ6oVWf8Aq4TG8lyNsrtEARW6EL5pBaJLjqUxd/rZ5F5Na/fOXWE272iSwvwqCta1jiBE3gPjRdbHn59JOV9O3bkQnH9cVudxEZ2fIJovU4nS6++3Ydzz83j8QO0Tz2xHTOOO3FVq/H/wPqbAiCIquVEELw3//+l7feepVevRM57bQhPP7kdEJC2s4ddvbUV3ns8emMHVfbtN5auN0yixft4owpwygsrKRjx5g2q4vTqbw9iourSUyMIiSkbeOwjjv2Kb79/j8tOpB3Y9i4IY0nn/iN3+fObtN6QPsSWccf+zRffXsjvXolHdF2ZOGqFaytnxdoGS9bt2Tw4AM/seCvuxvcl1pkAYTuWRdgIV3cXVm1dlonspx5UZiSqqlxCGocEFLYgeieJT6LVnPhLIghJLlSO1PXwVOuMGOIdVBYKUiKhj+3Cs6cnqwRwyK1ENuMS33T4VsWUjPmLO1mY/pppg9XaIHSaeX779by6efXN3ldoyEUt2yvc7qxuN0yP/6wnqee/J0uKXE89sQMJp30bJO3E6ROgiKrLZk9ezaLFv+I3eZi2IhufPvdTW3W/bu62sbdd37LG29dDtCkWI6WoKKihjvv+IZ337+qzevy8kt/IoRoFy9wUOKxoqPbNsAaFMFXVFTVpgLYS3sSWc31USALv2oxSKYGp/XrSBiprLIQHR2mWcaR7bfimLuegWHBw75p+6DxhG5d7q9EaBgUlvqn46OQM/3B7IZoJf7KmeV34Yd0rsaZ5582JSli7J7PQxicaOKyYRE4Lcr9GzUoG4DqPV0bNe2dp58GRWz56pBciatIVYdkpQ5yhZkKm+DuBVbeucxImPC3t1L/JESqYgHziq3wLf4g/5oxZ2GwqcRcR6XjjSjf4z9dHU/QxLYZDWEYDX5LlVcIeefZ7U5qrBbuvesH3n1/FiEhJtyyvdY69W2jrmUCrVMXLpebr79aw/+e+p0BAzvz+BMzmDD+yXrXCdIogiKrLXj//ff54YcfWL/+H6bPGM0HH83CaGwbceVwuNi/L58hQ7vwxx9bmTp1RJvVBZTEmo8/+isffHRNmwlOL7IsU15eQ1RUGLIs2jTYHmDtmoP88MN6Xnn10oYXbmGEEHzz9RouvOiYNrXseWlPIqumxs68uduOOHeYWjA1Br3w8nLt1Z9y7/1TGDioM66cJZqysB0rai2PXeXD04ssQK7SPpfu8oZ7OrutoVgcMmEmiXK7INodobEi6YXT4RCaoLVm6YUWgCHMb41zuATX/2Ll9QtMJER66mKq/UqTdBZj25CJmmlh1h6/XmiZTfX3/HU4XPz113bOPns0W7dmMGxYt1ptsF40HS4NiS2Hw8Wnn6zk+WfnMXpMD5595iuGDGnbTi1HOcGxC1uT3bt3c95553HTTTcx+bR48ove4ONPr2tTUbN7Vw5vvL4QSZI455xRbVqXykornTvHcdnlx7W5wAJYtHAX99z1HWazqc0FFsCIkd255prWyz1UH1arg7VrD7VJhvv2jslkZPnyfb4hUgKhF0ONEVROW75m2mHN1kzbKvfgqNLGFgHcevtkX8LgsBVatyD5OgF1oFwzXfR9R4r+HlhvvUr29tRucofWpZa1aQi5u/sSaTZgNEjcMLecv7fHUpTRxbdM9Z6ummmA7APa7VqK42rtu6bUL2DspTGUHezmm3YWxFC6X9sDuGJ/dyr2dwfAbJK4cpSZ+AiotHnElUvClq4VVY51Wjdp2K5VhM6b45sO37GU8B1L/fUoXIk7f5V/fVcFlqJV1IXZbOLss0cjhOB/T88hI6O41jLNIbACbcdoCNXMM5tN3HjTJHbtfYaJJ/Rn0qQJzLr2RHJzc5tl/0H8BC1ZzUhRURHTZxzP2jUHefyJGdxy2ylERbWtu+fTT1ZSVmbhrruntGk9vOzZk8tt//mSRUvva/OgYYDc3DJSUuLbLGWFnu+/W8eIkd1bPav+0UJ7smQ1hoZcf3adgFIT4snxpBFZLqtmGXN0P9j5uW96i2MSed+8wDljFFFsO/EcAMIWzVEW6JRQS2AZuodRNKe7bzpp0l5KVvkFVPyIQxSu9efj6jAwvZbAcjq0HXdSBh8kfWdvzAYDBTY7yWH+F3xSj5xaQsvu0H7cdO2XrhFbkYnlGqEVkVChmQ5EQv8MqjL9ebIkk4NTf8ni6ykppESZiB6UiS3bn+Q5rGexxhUJYB5vRqQrYsg+dTph+9Zqyq3DTkFyqWKmOk3EWbZDs0xYh3H+cp34+e/DPzB2bC+mzxhHS9KQm7GktIwXn5/PJx+v4MabJnHXPVNIjL+lRev0LyNoyWpJrFYrY8aMoVevrgwZksKylQ9y/4NTCQ1teoBiU1EnEVSzbu0hSkurmXLmMK66emLAZVqTqiorSxbvZtCgFP6Yf2e7EFjZ2aVcdME7uN1yuxBYQLsRe17Om/4Gu3bWLQT+v7Nq5X5mXf1RwDK9gGqqVctpy8etC1TXU8ui9fHbyKpP4rAVv1P+wEH/DJ1FC2DrWxM00+s/O0MzXbatj2Zab9EKxP4NwzEbDNjdMjet20WByvXoFVhWm/8lH2rWDhOUfaAnZWVxvmlLcRzFRX5B1JDAAmpZt4TLzE8nDyIlysSiDAvFO7VuS1t6Im6rViyqrVuh8+YgDuZjW+afp7ZsAbjzVxGxdb52G7mL/eWyXePK+88tp3HiSYPIzi5h+/bMBo/pcAlk2VLTISGe556/jHUbHyMrq5Shgx7itTcuwelsneGb/s0ERdYR4Ha7ueKKKxg0aBBOVwGvvH4hb71zJePH98HpLPdlTgZFDOkFkXq6ofLGTIO/u/2ihTs5sL+Azp3j6NChbfJNqcnOLmPJ4l0AhIe3froKPdnZpXTtmsCylQ+2qetUzfZtWVxx5fH07n1kvdWak9feuIx+/Ts1vOD/Q2ThYsSoLjzz3EzftB6960897bBmI3TrCEf9uchCcjYQkrPBNx2x4jNMGft90yM6mTgzNoZtmYFdmLt+OJE9Cxr+6Dp0sLfv97qt2iG1DqT3JD1Ha4kqLo/z/a62RPj+DzUa+OnEUYQTRnq50Air8DB7LaHldms/MIqL/S69Dh1KNUILoKQ4gZJi/1iiLpcRl8vv2rZWR2Ct9sdSxcY4sJRFsTDTQrHVTUVWJ9+fF3up1pplz+yAPdO/39CupRqhZfp8AabP/WkubIOO1wgtOTQWR+5ijdiylG8FICUlnoSEKHbsSGfx4m2Avw1vC3r1TOHjT6/lj3l3MvePbQwf0YOFCxc2vGKQOgm6Cw+TVatW8cCD17B+XRrvvn8Zl14+HqMhrE7LUiBCQuKatHxd2/AihOCsKa/w/odXt/pYh3Wxf38+P36/nocfOaetq+JDlmUmn/w8n391Q7s5T5WVVmae9xa/z5vd5r0svezckU1EZGi7En3txV2oFlR79+RhMoXQt59fEOjFlZ6QsE61Yq1wVmkmjaVaK5U7eTQhGf4A9pBDu2pt17EZym0yl/5QxfxHDZQu1AYzl5T4BcmgM1ex/XftsFlduuaQluG3ABVXa3PWjR6wlwPpPX3ToSG1LR1hIX4BEhVZQ1V1JAerq3jz0H5eHzEGk8l/7vRCC0CoegIaja5awkuSZN209vXUIbFUI7QCYTTICCF4bnsuN4+JIM6lTSobmViumQ6J1LppMWj3aYrQZsw3HaMVajUjz8Jgr/BNy1FakRoZNxK3bGfH9iyefup3vv/xlmaLzzpcXG4bc+du5r57fmTwkBSef2Emgwc83PCK/z8Jugubi5KSEk4//XROPPEELrx4LKWVr3Hp5eMJ+fv5egVT6OLaCeDUy4cufjHgMmqkzEWaad8YY7LMksW7cbkqeP3Ny+jWLaHW9tsCWZZJTo5h2IhuDS/cShQWVuJyySxZdn+7EViyLBMdHcZfi+9tNwILYOPGNHZsz2rrarQL9FYqtYhavy6VHTsyNfOEfpgatFYqd/rvGAs2a8pDcrdopo01FZrpiMVva6Zt6wK7lePCDMy/MpZ93x5fr1Xk729rf/j8vE7rOkyr0oqFnzdqe1JuyNOKhVU5WhfcnF1DAegbFc2rw0djc7vZnhfnK7faQkkt0mZEr7GrYoc8AkuWJdU8rYASQsLl8p+LkuIEiou0Qe1lpQmaaZfLhCRJDI2PIMwei6w7T3p3pDcVhRdHRaR2ezVhmmnbMofG2hWxdb7G2mWozsGc5Y/vspRvxVa8hiFDu/D0MxcghOD3X+a0uFXL6bbUWWYyhjFlWA6btz3GMeN7c+Lxz3LfNZ2prq6uc50gtQlashqJLMucc845LF08n6tPj2DWk3cwZEgXQv5+3reM/cQ7NELJfuq9RzytFlai+2m4VRmLwzqMw+ksp7LSxh23/cTHn96IweB/aNRWrtZmy+YMnvnfH/z4861tVodAPPTAjwwd1pVLL5vQ8MKtxJxfN7F48W7eevuKtq5Ku6etLFn1BayHhHXSCKyQsE44LOm+ackYphFYkjkeQ/5637TeQgXgTBmFOXujUh6hvPBDd6zxl/cbhvubfb7psPEu8r71W6A6DMjg3PckLuvRjdHx8SQklJGW5f/YiYmwkF/uFx4dIqtYm+MPfh/dKVcjoHpFV2oE1/DEQrYXd/RNj+ucoxFYp/ZMBWBxuuJ2nNwjje35XVhYshMZwcUp2sB5Nb2TCgCw2PzCJiLU7hNaBo8VSS28jEa3RnyZTC6cTv8HS2JSsUZoxSeUImTFxiCE4PKVe3jhmB70iPILPEllrYpIqMBa5j/+mK4FOKr8bkhzrAXh8tssQmJqagmvsJPNuNYr6SdcVyn3r6nM/xHj6HYsOMoBKK+wc//j+3njlQmEhioC0mvt8h1zM1i61CIrxBhZa9qW+qNvuiDkOP774C+sWLyZ52d349IHDraL2Np2QjBP1pHw8ssv8/0b91LuNnLl6ZE8cHEdQZcOR+D5h4mj/0jNtCuup2Y6oziep5/8k48/vSzgzd5WIqukpJr4+Aiys8vajbVICEFZmYW4OCVvT3tqHGRZprTU0ubDCanZvi2Ljz5azhtvXt7WVdHQHkQW1HYHzpr1E08+eRpduyptQy1LllvrbtK7Ag222tYBSXb7fpsO7a5Vbtvgj20sS+1Sq/xQQQTxISFIkkSFpXZcZo3D/5I+UF57DEa38D8jVS4j0SZ3rWXU2OX6n6mkUAeyEEiARXbQNaL+10pytDYfltoNCZBTnkCXuNqB/GqEUAux2nFqcXHlAGRb7PSIMVDucBMf6reKqYWW3i0JEBbrd/HWcikCkkm7T71bkXOGaiYdydo0Gm5jDFde8wevvnQqHTtGEhYzSFN+pEKrPksWgDtjfq1565ft5bZnM+nSMYQ3TrUx4MmW7+B1FBB0Fx4OVVVV3Hfffdx/7z0MGxzBzo8688DFsYi9BZrlxN4CjcASqWWIVP+Xq7yvAnlfxWFPA4T8+bfvt3nNrxT8/hM9eiRw839OQJKkWq5GvWvRVrJBM91SrsR9+/K58Py3kCSp3QgsgLVrDnHDdZ9iMBjalcD66svVrF1zqF0JLICevRKZNat95OpqDRrq+acXVfqA9f/cPJqEBL/lxVi0XVPutUr5yqu1Ae4Gh/blG7JDu3zNKq17Kv1z7cu4pET7rK3YNYwEs5nVJaUsKShkt8rqBLAqVyvKyp2meqf1WFzaV0eJ3US1029JqnQaqVRNVzuNpFWHY/A8e69kLmVFkczeCu0Ha7ndb/0pqIqhQGU9sznNZJb53YBd4krJKde6AR2uut3tbrcBt1tb74oKZftdI0NxuExcuDiNAqs/zkxWLS+EpJkGsJb76+e0hFOVqz3PziptAlNXtdbt6PruoGY6Yv6Xmunw3PXcces4kpIiOJRaRk3hamzFfoumN4Ded4y63otOt0UjpPTT7oz5GiElbf0QaeuHvmljj7MIPaR1Y5+QXMHarwZx0thojn9D5qlpJhzNbGD4NxG0ZNXBN998w+WXXcaMERJvzAwheVwnjbiSBiZrp3vHa4QVgHD6H0jDgNhawklNoHIpxP8VZL34GiLWzwHg7212vjnUnw/Py/CV612Lpj4zNcLK61r00txWLiEEmzdlMGZsz3aXhsBisRMZGdru6gXw99I9pHSJZ8CA9tWDb+eObAYO6tzukpC2hCVLL6j0+az0AqtW0LrswuFwk5paxsCBiUjGMI07UB9b5eg6FnOmv1xtsQKQzWEakVWzUSskCg9pYxw7DU7l4Ibhvuld+Sm+32nWEnp2yMNSMQqAwYmFtQTW6MRiNhTV3bkh2uSmShVIbtC9DiJNMiV21TiLuvVjQtwaARZuknEJNybJiEN2Yjb4hdHA2AqN0IoL1YrP5OhKCqv9wqZ7fLFGaHWJK9UIrRBj/Wky1EH4AOHR5Vir4thZUcHQ2Fg6dCjVWMMMRhkh66ZV5eFxldgq/B9M0SmFuKz+4wmJrgHV+qYoq8ataLq4L6ZN/na75qwrMBfsBeDiu/Zw72NTGdbfb8EMS5yArdI/3E8gS1d91iq9S9BUlqMpFyOvx7RUNWB4n1Ga8S4PyUnc9eAu0koF71xo4uTX/9+KraAlq7Fs3LiRYcOG8egdl/HUNAPfzTLTMVoKbL3yINtN9Qos2R5Sr8AKVK4WWAAR6+ewdq+D71dYmTQilA9mpGuXVwks8/6t9Vqu3LqR6JuDvLxynn3mj3aVcwqUQZ9POP5/lJRUt6t6AWzamM4JJ/ZvdwJLlmVuu+VLrNb/Hw2mXkTpRZfe9adf3li0naIiC/99RBnKJuTgX9RHaGrdWcEBTCvW1FterrP+5O/urZmuUCUG7RXegX35Y8m0KQk19RYtgJX5teepKbTV3xkj3VJ/SpY8a+31TZKRMmclH+X/RrXT/34KZNnaU+6fV6ALxM8sS8ShisXKKU+gSNUj0uk2kVtR2xXqRR0wD2CtisPudvPuoVSqnC5Nb0xQLFulpfGaac365TEa0RXIsmVTpYgIZNly5ahi0VSWrW9fHsiY2FQ+/3ovu/coblK1VQvQCC5QLFvywZ+oC6fbQuiBTf79x2sFuLT1Q827Tm/V6mMo4tcbTDx2ppHLPndyy4nGYGC8jqDI8iDLMl9//TVTpkyhOGMnm+43c99pSuMgq7/S7CbNdK3tNFgegmyvu9ESLiNC9dUonAZkh4TbLYiNNBBTZkXeV+Fzeeldk+b9WzXbM5WnYypP18xTZyC2lWyoJciagizLfPvNWjp1iuWnX25rNzmnQKlbSIiJFaseahe5wtQIIXjh+Xnk5dUtvtsKg8HA3ysebBeDU7cUDbkD9ekV1EIrUC6r7uZ0fvrxooD7klxOJFfdSR2NhTm15oky//L5umFnQCu0dmfWLlcLrRJnOcvKlXQPOTWhWF31P6MNlRfV076B1pWodysCPjdifEgMF3eYgRCSRmjl20JJqw4nzSNAOofbNUKrxBZGic1v/TEahEZoAeRX+ZdPiqqqJbSKVGJNL7RCjUbeHj2KMKOBBXn5lJbGahKjxseXa4SWkCWNdQu0sWDWshhN0LwxVHcvyJLGugVohBZzt8Pc7b42v2PeVpIPLMHtVj7EDeWpGMpTfYvbitfUEl9qDBvfwbDxnTrLjYW5GAvrHl5H/85BNnDeSCNbHjBTZYdhPWJYunRpnev/fyPoLgQKCwsZO3YsRXlZLLghjAk9j9xFIlTmcUOos15hZQh1aoSVIdypsYS9vcqFxS64b7KyDcOA2FqWM6m3/6HXB8zreyXqUYuupmKx2Hn0kV94+n/nt4sko2peeG4eMbHh3HTzKW1dlVoIIdpVbJiaLz5fRdeuCZwyeXDDC7cyzeUurM8dqI+3QvZP63sKgj+Ife7ifBwR3Zk5XGv1VrsDhSkESRV/JUxmTPn+TN8itVC7bnwIqd+O9k1XVmk/FvTiIVsX4F6kaneEEMiqHFThJrmWCNK4vkyyRnCFm2RK7HW3jdEmmap6BFq0Scap2r7Xjbiych3RxihGRfnvt0jdvgHCVIHrg+IqKLVre+/Fmf2xSGajG7fqWDtFV2gsXCEGrYs2Kbqyluuw0unk/dRUZvfrh9lY/7OakKBrjxsImDdH+IPkw3QDXoPiRvRh0Dlgpw3HdGg393xqYWxfE9Nv02bol+N6+3opguJSdB34zr/tcu09Jo/9D6bFT6lmaPcnDpbUqp+m3K09Nwt2CG75xcGUgUZeWVhCTExMHWv+qwi6C+ti5syZDOyZzLRueex7sHkElv6rpD6BBWgtV26DT2BllskUVAkuGxbGrSeYfNvSBNVbQzQCK1DAvFpgeeO6vOitXI21agkhePWVv3A63bz8yiXtTmAB3HzLKVx08fi2rkYtqqttjB/3BDZb+xyyYsCAznTpmtDwgkcJequVfrib+kSVHuG2aeKp1HRPCadvXFG9dTFlp2qmJZfWJZuxcKxm+q+Xz653e5nV9XeYqPEIlRq3jQ/yf0QW/hdoTk1ti1Spw992pVVr28KcGu20TdfZsMBW/+skX1eeXq3sf3TkMIZGDKDKqbWA6WO7LKp2ck95LBk6V9u+Cv/L3OE2aqxdassWgFM2akRYUVVtIRATEsK9AwZQ4XTybUb9Q0upLVsAVlVeLSEkTKHa66wWs7bSGKwl2vrZClXbkw24KlUdH+Zux7VL5r8XhjN9vJns15dQVOIXmIbyVCKWfe/fls6q5YrTujBrWbWytQNXS321nSr0nhqhS/w6ZZCJzXeFIwsY2iOOv27891rEG8P/W5FVUFDArFmzWLhwITcdZ+LV6aEkRze/wDoSftwES/dIxMW6iDBLtcSarIt1kPdV4Dr7JN+0ukciBBZYpj7KkCCH4zY0mQwYDO3PGpOXV875M94kIiKU+PjIhldoZaKiwvjx51sJC2s/iUe9uFxuhg3v2u7ixI6UpvYWVGMq2IKpYEvd5ZXKS2n44Fj6xVrAqevSrhNSGlfM4n24t2o/jPRCS83eok7sLdJeG7XQKrD5P3YyLEr3/hqXgQhjGBclTandi9DhfwWU2Gu/DvJt2udbL6z00zWuwL8t9cSfRxojKLZL/Fr6G8V27YdHlcvgs44ZJaERWmFGOaDQ8oqtOLNdI7SqHWaqdQNZq4VWXlkCeWX+j4vSqhhKq2IwSBLGRlidAwktr9hy2kLrFVqARmiZImxaoQVaoQVEpUOYWeIvi5OFTy/D+MWyOutm3rYW8zZ/8lPDnr3aBTK11q1aQkuXbqMhoRUbLvHuBaG8fb6ZWd/Zuffee7Hb/3+mevh/6S5ctWoVJ554ApP7GvjuyjCiQo9QKOj98e7D166GUCe/bIZO0RLHdq/9pSnpcr0Yh0RprFf6gHm1lQu0rkR9D0RonOvwpRfmc+ZZwxkytGuDy7YFsiyzeVMGY8f1auuq1KKiooavvlzDLbdObuuqBGTb1kzuvOMbli5/oK2rEpDDcRc2RWBJkqlWoLtaYBlqtK4dR/djCE33WwpGXbCN39/oT7dOnpe5ruegsdjvSnR3TIHF+zTlWWuH+X7vy+6uKeuXksP61L6+6XKdYCjSfYTZVG6cCJNModXAlprNjIgYgVHSti1uXQufYBYagWVuoElTD0odYdIKLNC+QPStbWKooNguUegsIMnUkXCTdgn9d1yE0b81o84V1yPKSoHVnzsqOVz7Yo/Q9TaMCdWWG3VD9oSqXIjZciZ7K6u4qHvj2r2IcG3erPBIKyFh/v1JejegjhBV3cM6ltUKkle7FIXbwMIDDkKMEpN6h+C+8mTC1mvT+Gio0XVqcarOY/eOtUWX6vq7y7T3mSHUVW8ccrFF8J+f7KSVCj67JJTRL9fUXa+jl6C7EJS8V6NHj+b8M0/gtXPNzL0+/MgFVjMihEC2hxBllggzNVwv4TZo82vpGlm9wNLHcakFlqk8vdEB8UOGdqVT57gG69cWfPH5KjasT2uXAgugqsqGsYH4jrZkxMjuLP77vrauRrPSFKuVEK56rVZ6917oweWa6S0fdfULLMCYk0FdVH1QVWcZQKVdm2hyrUpgAeTrev1VOutuzgttRiUJLxJO0bCbOqem/nvUWo9lqkxnsNB/oeunCzxirmNIMjnOLHbXaHNHyUJrCSu2q4bYEZImDiyjOpwa1UdugTVUY+2qcZvIqfHnriqzaYWL2rIFYFcFxZudicSKzppym+oahYfZCA/zC/Qaa7g2AF43NE9NZf2dcTQuxcL4Whnk1UhGGWNVHOEm5T2it2pVLtNaP627tSk7LHtU5ZmF2FLrznFoiNTeP3qBZYjWlidGSnx/ZSi3TDRxxvtWXj43tE0HwW5t2lef9hYkIyODC0/szcECmSU3hTG8S/vK/wPw1BI7AzsauXB4AzFcnkbE4OmlohZXaheiEa2wck5RBoP1uhFdF1/ji8lSuw296K1a33+3DkmCCy9qf3FOXjp3jqNDYvvqSejF6XQRE9M+A/G9fPbpSqacOZxOneoY1eAoQD8EDihCKyTM/yLxCi1JMvljsAwmTHnK/W8q2IIrWckt5U0c6o5SPlq8QkuYPGLKK7xMZjIKXKz7O5sLz+2KMUuJvzLmZODu4hnypqxc+T8+DoCqVCWnVXTvXJb94rfO9UlRYoAq7aEaa4uM9svYK7S8AeyVTgMxITJlKjdguMfyI4BRkaOxyTZcstLxIpDe9wootwxGg/K/1WN0CTfVFlhqARTuaVbtHgOeuY5mVqB8+ustaCFSGAZCsLj8Fqxwo/Ln3U+kSSu0EkOFRmhFm2Sf0Iowyhq3Yo8oK/GhDp/Q6hJRoxFa8WFWjdAySjIOz/iJHUMj6BgawYf70ukUGsnY2M50ji+pU2hZbWFYbWG+aUkSVBQr91BsYhnhUTUaoRURU40pLLBL0Rs87xVapggbzgr/uiGx1UzoHAFE8MbiMswxFi4+0N9X3vHsQz6hFXNyPuFjK7BuVIRW+GAljtArtCIHKR8lXqEV1rsEoRLdUoTAgOfdY/F0xtIJK++0XBXiqb/E1eNCOKG3kWu+tbN0SAgfXhhKyuP1Z5z/N/D/wpL15ptv0qtnT6YOMlDwRES7E1g1DoHDJZg1zszUgfXrXrUrUp8OQu9K1FuuQv78WxOnpQ5611uuArkNR47qwbBh7WewZzVOp4vvvl3LqacNoW/f5IZXaAPWr0tj1tUftXU16qW01NKu0nA0J05bfv1WLV3Au6lgC6GH6u6Krrdq4XIgBFRa3BiqtXFWxpwMjAe0rkE1XrHl5VCu3yVVaQ+lRCUEZGBvZd2xhnqLllXlNhTA/PK5lLmVPEtuUVvoqHHrPFpqgWV11Y61stc/8o4G9W699Ug0dSTJlMxB216ftcPqVv68WFzadYvtksY9qRZcNW6DxrKVUR2usWzl1ESQr0oWWmYL14guteByuE043Cb6RybQI0z5CMkr81t8bPZQylSpNfSWLbVlqqI43ie4fHWtx7IlhKRZX2/VUguuC/rGcFZSJ2pcbpweP27hH3185ZXLOmksW/VataCWVUstuAyRzlqWLTV68dWng4HFN4XRP0ni2NetLL/13x8U/+9sTT1UVFRw9tln88Kjd/Ds1BDunxza4oHahxOP9eJyO19sdtI11kCkuXnqV189hNOgSRGhR9/jcO3f83nw/h8ZMKATgwanBF6pjSkurmbH9vp7ALU1x0/sx/c/3tLW1aiXu+6eQlJS+xrip6mohZStJl1TVmtMQR364W7UQeshuYc0RYbqCgw12sSLvVNCuOGcOGWiRruvylX+RI/LnjxOU7ZozbGUWut+4ZToXIduXdC0rBNK9Qmns+POI8Hkf3HW5/prKvooo/oC4+uj2FWITdaK2KYcY5GuJ2ORLqi/xKH9mE2t1g5/o1m3JpKiGr+o7R+ZQFJoBG+mbyLHVoVdN5RPWUXdVuAQs5MQs194OGza61pZmFDvtBq3PYS8ff6wCHO0EusUH2YkKdzEC2sdfLHfH8C+afNIzfprV0zw/TaYZHL2+ZPaunWhJ84ibe9Loe8kob+uqhtBL7TC4l08Ny2U16abufBzG89ONSPL9cenHc38awPfc3NzmTSyK9nlgv0PRZAY2ULi6giC3nMqlBsrMVIixMARCUCvFUu9f7VlS597y3X2SRqrllXlOgRtUHxVtYODOclMOE4bE9JeyM0tIy4ugoiIIx+VvqVYs/ogGzakcfsdp7V1Verk22/Wsn1bFs8+P7Otq1InDQW+e9MzeF2D+uFvfBhMGIp3+YsSBmisVu6oeIzlqnxXJjOGysCDEcsRihXBG391/dvVXDBa4owRHot5RBiVC/2iJmZiDsvePMs3PXL4DhatOdY3nRBuJUOVUsCiigvqEGpnj8pq4Q389qY/MEjgUL2vjBI4A7y/NlSvpU9YPxJMHTQiK5A7sNbxev43UFtUqVGXh3lOhVdkRXgOySvCAgXW22U7Mm7CDREYJL/I8jaTatFllOoOrk8KU2qh7j0ZZ/Yv3cHs0li7ekfVYFMlN+0cWa2xbiVFWDAbXWyrLGJQVAIRKj0SatIKivjYCmpU4jki3KoRWU5HiGZaHQwf01G539RCKzrR/xFgMMoUpvstnp0HpHFg8xDfdErvVPbv7U++zUq0KYQRfQrYdaAfgTj2RKXzRtYupY3vMiAVoToHpggbhhD/jRGSVKnJjyWFyv6L7b1d1TeH6vrKVSE+4ZVZKrjsfTcJERKfXhJK8qNHrfvw/1fg+5NPPknvHl24dLSJ4qdaT2A1lXl7XSw64CLUJB2xhU24DXUKLKCW5Uqf3kEtsFxxPbGVbKCmxsnNty9FkqR2K7AAvv5yDd9+s7bhBduQbt0TGDOmZ1tXo17OO38Md959RsMLtlPU+a+ctvxaWds16FyDhlKtK08jsKBWGgbNujXVmgD3py6N4JQhquetHosWoBFYQJMtWur8Uo219qSYuxBuCK8lqBorsPS/G1rW5q6d3kE97Qiwsb227WQ4lLg29XHJoulWLb1lS01DVq08fYJXj1VrREwSNW4Xzx3YgsuTf8zuCtFYtvRWrRrdtVULLAAh++tZWZhQryVLdhtI7OZPB6K2agHkpvbGJBlYXpzHxvJi0jPrDvVYu2KCxrKltmqB4p6UVek/6rVsuWi0Zat7gsTS+4z07iBx/BtWNt9dt0XxaOVfJbKEELzyyiu8/vrrnD/cyEPTj1y8NBqDqFfkqNlX5GZVmosbxpu5emzLJ/HUW9f0OU30+ba8hIebOP+UKGId/pfVkQzB0xK4XG7uvf8sZl17YltXpU6Ki5VeZMdPDPwV2V5Y/c9BYmKOnhiJWmMM1tNrUI8pbyMGu793X0hRmqZc7wbUT0tluizYKiEVFSax7qD/+c/6dRgVRXW/LB2y9nms0rmfinW9CGtc2jZNLVBsbnDpmh69QAHoYu6GUzixC0e9YqnesgBiRz/dFPSuxf7msQwMG+pLoKovrw9B/e6XKqf2HOoz2e+q0L7sq5zaa5DvyU0WYzJzQkIXJFF3LK1dl2qjsChRM11RoRMssqHO6ariePbuqHskBlk2IKuW31fckbHhxzE5KYW1pYXsLtcur88bllPij8/KPdiDvEP+NCKumjAcKiuqoyAeR4FqeCGnAXe5/7xJ+s6QMgFVeohR4tXLDTx8toEz3rfy0091j7V4NPKv6V1os9kY3TOC1BLBlkdC6NvR6OvZ0CLIEhhqP8b1iSsvBVWCnMqW90GrxZV+2B69sFJbtlwXX8MLTy/mrFM6MuXkjgHzabUHrFYHE8Y/xcp/HmrX4+ytX5fKP6sO8L9nL2jrqtSJEIJ331nKMeN7N7xwO8ArsGThwiCZfLFXQriUXFd6weVSD1Piv/cN9iqMnmSiuBxg8r909MLKi1dgSWUliPgOSDmesQdrbBARRkVONZ/97WZiD6H43zxUFCUQm1TKmg1jfPO8eZi8QssuB/7u9Qqtao/AqnFJRJgE5Z4M7Q5Z63JzyWAy+AWXLGq72bbWbKabaQAdQ1J8vRYDtUr6Ho21yj3b9m430L7q+tbVl3uFVJhR6ZFW5rTwd/VvTI+7GDBoyuvalnp73llSgDp4hVZ0iLKUWmgZJL/QGhJb41k+xLO8YonxCq3xcRJbK4o4YClnZkpfjAHyX6mFVqjZoRFaoWaHT2jFxip52OoSWl53oldoDRy2m2qLX9jERFdTWRXlE1ojOmezLa8r+4o7sqW0mAGRNgos/n0nR1ZrhFaU2eETWl06KL0O1UKrc59Mn9Ayx1YjO00+oWVO9vTC9QgtIzVIKq0qvN8hdfibLx9vZHAniYtunMn6jww8PimMiPuPWvehj39FTNaqVau44YYb6Gfey/PnGejTUXlYWlRk6QngOtRbkHYXuFmR5uamY1t/CJr6xJ8hXGuydk6ZxLI1JYwYHEN8bAiuuJ6a8iMZ67C5KS6uIjHx6A7UDtJ4Hrz/RxISI7j7Hr9bs163IGgFFhB6aJkvHQPgF1ke6hJXXuqzYjkPhRKSon0xZP05yvd7d3rt/G3FVv+bSC+y9BnNq+uxYkHTLEnWJliGANxCaDKfN7Qv/fKHi022Emao/REVSGh5CSTqQlSnVl8sAHVqQv36/aO1Ll/1OIkAIaEFFNhrGBKtxN5F6MrrI9Rc2xXtFVuByC3Q9p4OC9F1ENDdQ5vzuxCiStr6V+k2xsf0JMmstJuRqvUtTjPJkdr7v2uiNjFp5z7+sTbdjhBC47T53tRJUk0ptROPivr6nhigqEpw2UcuIszw3eoKoqOPivb93xuTtXv3bqZNm4arZA8/3GAKKLAM0c5aPRxamkAB8DFhEikxbZuIsqHA/G2Zgo+/y+TkCR2Ijw3BvH9rvcvbKvc0Y+0az7q1h3jpxQXtXmD9uWAHzz0zt62r0SA//7SBL7/4p62r0ShkZ/1JPNWiyliwGWNJ/feoWlQ1KLBycmrFWOlx5kby5hI3i3bJ7Pv5eE2ZW/cCLKzRpmLQD7Wi/zRq7q/djTUrKXIpvTH17j93gA9w9Tyhq41biIDr1LU99XSgdb3bDzOEs9W6mnK3Vtzq3YeB4rrqoiF3olnnpcixaj+M0y3a61ZV04Uh0R34PvcAuTYLxboxJWscdXfKcTpDcOrckXoXopqUZG28YH5FHPkVcb7phem9WKgS86M75WiWjzZGI+H35anTg0SGOCjQxaBlFmlFXcZefzoIo9mJvVx7rOrM9K7cCFz5Wr+h2o0oRUpI6phpGZKiJebdbiI5RmLi4Fiys9t3r/GGOKrdhf/5z3/47KN3efMSI1dO0D4EelHV4q7DekgrlXllhZ03zg2ja2zrj1cnGeUGxZW3p0hUmKBLp7B6xVVbCSs1PXom4tYn8WmHHDO+F927t//BlkeM7I7D3ox9+VsIt6sKiPAlF61lxfIKLJcVTP7G3liyB5MqmN1YXYY7Kp6Q/HSgHtdgjcoq5U0kCorQ0keJq1yDE/tJVKwYB+FQ43HnREQqX/Vu2YDRIPsEliy8Lj/lGfUKrXSL8jbyuuuqPFYs7+tf32uwIcuS2nLlTRra2zyQaKM2OFvt7vMKH7VFSm2h8gohvTjzltclrBoq97v7lOlOpm6ESREIBJLKaKB3H3qFVlPcid6tuXTnzyu0HJ72XS20Ik2yT2j1jFTukbTyBAyujoQalJ17hVZilPJR4BVaeiuXLCQMkvAJrRCPO1LvQmwIr9Ca0vsQf6b28Qmt03um4VSJ9/ExfZCFzDtZK7mg4zg6hvrzsHUIU54ftdBKjqzWCK1OcaUaodVj4CGN0AqNq/IJLa9VSy20TJ1sPqElLKKW0BIWQYgk8d6lRl5ZInPssG78fJOJ8c+2rqGkuThqLVkffPAB33zzDVdOkLhyfP3JRVvVbUhta1GXGInzh4UgNYPpvDnqU7tcQpYFb65w0Tla4pwUf48VfULTWjjr//JvCVYs34csyxx3fPsOJC8srCQ7q4zBQ7o0vHAbExsb0W5zoHnR57yqU2B5MOXU3+PUK7Dqwhdr1UhKl/b0/R5ijCJUl9R17b6Bvt96ixZAqaPudqq5Pye8givBlES5uxR7gzmp6rZCBeJIy/Ukh3TFKewUu/IRnn9qGsrHFSiNhRdB/QLVbBABM+N7SbdEkuNJaDo2phcFVYnMLTzgS6baFKsWKJYtdQxXIKvWvuKOvt9bS7TJQtVWLUBj1QKPaJcMHBvbhyhjmCZdRYktXDMN1LJsqQfRBq1lC8BW6q+vqzq81sDWrlxdcLyua6gU7s1yL3H3qUZevdzEtLdc/PbbbxyNHHUiSwjBmDFjuOPWG/nnjhrevCik3R6FxSGY8XkNThlO7tP+jIbqtA92q4kqiwGj219PtcAylaf7/gBFXLWBwALYsCGN3JzyNtl3U9i/L585v25q62o0iBCC4yc8jcXS+DiSlkYWLt+fGuGRG7UC251VIFzKH2Aq2KYpNmfvV5KHejKx6zOy6/EJLK/1KrdYsVx5rVc6K1bpGiXFSVWGMrbdqqWDuXHjdp+VartnsGeLx1pRZAvXdLbK1yWl3FsZjs0t+QZ5rnJKGiFgd2vdew1ZsSyuwGkQZAEZ9v1Uu7XWEr2IaQ9UyRUal6G+jnp3p15o2dx+MVZXz0jvPEFtl6JRwie2HLLk+/PiFVoGSSLdYmRvRRz7KpTYv3JbBOU2v7iocYT6/pR9S757xYvdYfaJrfX7B7J+/0BN+b7ijuwr7sjJ3bLYWtKhlthSU2gLpVB1j8nAwMiuVLrtvJW9ELfQqlCb26gRW96ErEU1kUiSIrTUYis7tbvvTzIIbKUxGrHlLI/y/WGQFTeiSmyJKuH7w6AILa/Ymj7IwO93hXDTVdN5f1bre4KOlKMq8N3hcHDTTTexZsGnvHGhkZMHGBslsFrckhUgIakQythgG7LcjOvWvobx0bOz1Ea00UTPBE9CQ10gvD5RaVsGwpeX1xAX9+/LpRLEj15YqXsPPvLIYjp0iGD2bG3GdHRxWqZCf6JRYTJjzt7fpDporFjxcYrIqgevyPJSkOMfmsQgCZ/I8lKj+pgxoBVZCWYneyv9rk69FcYgNW34GtAOf6PuCVgXTRVZR5K6IRD1Zd5xyHbMBq0oleqOOwa0Qe9Qf9A8+HscKtuGMKP2AA2qQHKzQdTKwB9pclPgKMOAxMQkgUPWfmTHhfkDwhsKkg81O9hXoLUyW1QxXAMSC1mWVf9wZ7Lu/HQMU/YphCDdVkSf8I6+d1YgwozaGy4xXNu5o3O8NlFvl55Z2mPQBceHxGgD4o1x2mlJl9tSWAUHqwRTX3ZyzQQj/53jbDPPUB0c/YHvdrudwYMH88M3n7LynhBFYB0GrREAL4Rg5ldW9he1f4EFsDlDYmtuYHu6bA2pNcxOW+FwuDhx4jOUl9fusdLe2LY1k+tmfdzW1WgUGzeksfCvnW1djTrRuwn1GAs211vekMDSxF0FIrtpAis/W7FmLS4o5FC1pZbAsujyYOVZa1ux1OgTbTYksPTjCeoJJIiWVf+BRVZehA0JrOYWVHrqE1gWuYol1b+gNw4cqeVNL8K024b6bBEOWcIZIC433VZAnqOMfRXxpFXV3UGnxhFKToV2HEOL3R/DpM+zpexTmwurwKYVca4Ghl3yWrUkSaJXeEcO1hTxSd7yOuuodyEWW7UuwFRdcHxOulb06YPjnZXaD2VXqa4DiKW2C7FfJwPLHjLzw2aZ288IOWqG4jkqLFmZmZnMmDGDLmILb8800CnW6DMlCnsTv7hawqqlesBkl4QkSewrctM/0dDe1HYt9ha6GdRZ0sRtGaPsmjxa7hkTNYHwNcdM12wjrMM4TTB8WMygFquvw+HCbG5/rlc9NpuT1EOFR0U81to1Bykurmba2SPbuiq1rFj6uKtH/rtQsWTdcSwYTBqB5U7oR/jOP33Tzo7dGoy7Ar/IEhGRSAf9mdt9gexe1WIAZ44/PiWki+IuV4ssr8AC+Cs/n16RETir/Mkj1QJL8lhDClQiq8he+95WxxvVNUyOGrXIijQ1LLoAylzFxBrjMUjGJomsxljFmkpD+aPdwo1RCvzxWpdFqy4R5bVoqcudMnQI9Z9khywRpuptKEla0WU0CI2rL0TXM7FaLibZ7BdRvaKrNOvHh9dQpkrj0SW2TCOyIkNtpJdpE5iWqTL/mw0yW8v8IiU5TLngeqHlJdD5TTDbKHZW0TEkBqNUt0ULalu1QJsGondSQa1ytWVLb9UCXdqHhNofPVKk5DMJlVsEM1530q2DxBcr7JhM7eJ9cPRasqqrq5k0aRLp+zbzw60hdO5k8gms9siLyx18udnBgCRjuxdY+VUyd/5hw6XLfqxPVNoe0jikphZx842fHRUCy+2WWbliX7sPJPdy7IS+7VJg1V7AVe+0WmABhBRqXRaBqNeKZXVpFYpO3DhzompZsdSc0amTRmDpEULSCKxA6AO6myKwAk3XRawxgQJXdi0LUUO0tFUrEAYM/FP9JzbZWqssUFB8fVaqQFnk9cvr0znoT5FbZ8VSW7WcsovvClZoBrvWW7XUAguo16rlJT7U72J06DpRFNhMtSxbagLFoxklA8nmWBaV7WB5+f5a7k81+ngtPalFybUsW2rs5dH1p30ojazXshUXKTH/nhBKqgSXHBeK09m+ex22a5G1b98+Bg8ezEld08l904ypnYsWIQRXjQ1h6sD2H5xX4xAkR0nMnxWB8QiGHjKVp2MqanlXU6dOMVxx5fENL9gOyMsr56cfN7R7ke3luGOfoqCg/kDw1sBpy9dM1+o96Na+VM0ZK7Xlsrv+aR1STo4mLYPGigW1RFXputqCqrxIG2ycrnq5pFZb+F/aYk25/uVVpRviSu8abDh26sjcDF5RIiFxyL4bp6h7jMbWoqFjliSJvqHDCJEal9RZiPrdfcZGWOOa6pjyCq0Qg4lrO83A6Q7Dofoo2FUep1k+XdcDcbuq96BSrhUdeiyu+gV1oc1Ioa1uYVRkN1NkN3NMTB/GRveuJbb1I+LU2r/TjMWpvR5qoZWT3o0t24Zry7dqP0BqcpM00/Zs7bPlyvF/kISbJX6+PQSrA2YeG4bD0fb3bV20W3dheXk5EyZMoDR3L1mvmZUxCANc5aa4C1vSVbg63c2nG5x8cN7REZT94AIbgzoauHJM7YYqUHZ4yex/gm2XXV0rTsuVNNT3u7ndhampRZSVWhgztmezbjeIQmZmCV27xmMwtN03l3pw54BjEHoC2x95fCUdEmO4b7r/69UdEXvkge2gDW4P0NaoRZZeXMUllbB2y0jfdJEtHJdwU+2yERcSSYTRRaXqJWSUBIdUX+/RJjf5OuuDOvYqkFtO3/JJNN5ypayvi3tBavN4LD31ff8VOnOINsYRbtAKEL3LUJ3JXe/qkyTFparfnzrQXW/J0g8/VF96B1DchysrNiOAE2NHE2lyY1GJ6yFx5RqR1TOqikzV9PDEQjYUJqvKLWws8ec26xNlY0OJNo4v0qS9P/TXrWOY9gNEfZ6FEPxcMo8TYiaQbFbu805hds0x61sKvQsxUpeFvndSAYU6C92oEdt9sVu9R+7GUalNFRGRUoS7RpVfK0ZrdTZ1seOwy1z6ngunG35eV0NYWG2rXytxdLkL9+3bR69evTg5ZT/Zr5vrHOS5qfFYLckx3Qw8MKn1h8s5XJ48PZSLRzROdOrzbDUUCN/c4xympRaxcWNas26zpXC7Zaac/hKVlbVdGe2RwsJKqiqt7UZgBUTXc9BYpr0XmiqwalFW3nDvwQBWLDVqgeXFJBkpd1mpcdvJ07mEDumGy9FbtPQ0Rtw0RWAFXF+uYkW1f3SCtnAFNoVid74vWL+x6G0K+mlZ1BZVempl4W/gPDncEsdGD2dizEgAjcCCwFatA1X+d0kgq9ahKv9OD1XXFhb6e0GfDV9v1ZI1wlPi5NiJJIX4UzToU4zoz4HefRjIqqXPt6W2bKVuHUx2qq4Hrs6yVSvfVk4oZpPEtzeZiDBLnHdMRLu0aLU7kVVTU8PVV19NjFTOK5fUEziuq7kU2jauGYdLcN5nVirt0Cex3Z3OWpRbBWd+bFEaE1PD5yxQIlPTvGW+3+b9WxuM2ToSHA4Xk08dzI03TWqxfTQnkgRP/+98YmLa74DVavbtzePnnza22f5tNem1LVfqWKsAQ+hI7qbFYEg1Fk3slXQwQ5vnSp+5HZCt/vu+IYFVH2sqDlDiySdncdUdJ6PPg6XnSN2CjSFcimRI2DiNq0ifW6s9MThsDB2MyciibrdwQ01cYpggzChqpWhQo85XBmhyY3lpSLwJEYJDOPk0fw4u4a7VG1EvvPQUWE0UWOu+f9Q5wLzo84Q1RWglhsRR7qrm28I/kT0HEyjXlrYOxlqJTdVD9kDtxKb55drEpnqhpc61BQGEVn4YISaJL643EmKES8aH4XK1r5Er2pW7sKysjF69ejGpRyXfXWvCGNuAaNFd5YYsWy3lLlyf6eaY7srN1VB29bZGCMHOAplhnZqWWsIQrv1CcE09ucEeh83BIw//TPceHbj+hpObZXstzZbNGfTrn0xUVJuZrY8aaqVm0Ae2G0wakRWauoqH3siiQ5yJu69UevE1mFRUH9iut1iFmzQiS7bUfn7Lt/fWTutchXuztd3Vi3QvlgpdF3x9D8IqXccTfR6sQG5B/Tz9C7UxBHINOmQbFrmaeFNiuxBVDYWL7rRuwCiZGBSmDMJdn6swEIlh+szxUr2CK8woaomssAYsX2oKHMV0C++gEVn63oiRJjeHVJasftEOMi3ad1e6KhC8T7REbo2uTrrmXX8ezbrbXO8+BJCFINdRSNfQ5IDXwZtry7eP2ovo6lR7H0kR/uezU1xprXJ9vq2wBG3SXLUL0eYUzPyums4xEp+tcba2db79uwtdLhezZs0i1ljBJ5cb6nQRNhfNMWj06yucLNrv8gms9s7KNBfz9rqaLLD0CIep4R6HOpfh4fZAfOyJ6Vx62YTDWrct+PjjFWRmlDS8YDvhhefmsXNH+xyANSRjhWZaP75gQwKrFoFcggGsWGr0AkudoiEQhTq34MGaAlZV7Ghc/Tw0lAerObRPXbFX5e4SMpz724XAagwDwkYwMHRko5ePbOA7uz6BBYoIa+jc2OoZyzbZnMjGyv3kO4p88xzu2latStWr6Z+i2pXOc/pzBR6qElS7tBYHq64Hhb5DRUNWLVAy13cNTWan5QAbq3bXmWvLS0OdAxrqlZhfnlDLsqXPt1WfZSssROK7i6JILRbccnJIk3vKthTtoj+8EIKuXbvSyVTArv+GEBoiIUW3jMhqzmSkk/oaSIxoNzq1QSLNDTcQDSEcyi3j3lWNcUhUA0sfWXqHTz9ZyZgxPRk+ov5sxu2Jt96+oq2r0CTGjO1FYlLdiRJbgoDJRVVWrJCs1f7fuVtwpozyp2dwOgFT0y1YjUBvxapLYNnsZsJCHWxI047ZFu0J9hVC8uXAMopYUlRpRxqyYulTNDTmcW2qFau+4PaOIV1INLWP3G6N+c4OkcwUuXKpkavpaR5Q77JegeX933IErwL1INpeUaW2aAWa5yXMYMaAESGU8ALwCy2zUbC/UhEiaqGV5dFU3VQa3iu0OocoM71CK8qk3MdeoRVu9A7GraznHxrIvy2zQSu01JatzmZ/bJT3/eE9dq/Q8lq1vJus763oFVphRjdFnkHS1RYtr9DyWra8Qstr1VILrbCESp/QMsVYiDRL/HJZFFM+tvDYaeE8udhWT01ah3ahEO68807cVQV8fbWRFQcFxdWCapvgjy3Khd6VI7MtU7l8C7a5KbcIyi2CBduV8m2ZMrtylPI/tslU2wRFVYLFe5R5mzJk9hcIDNFOftksY3cK8ioEy/Yp5esy3KSWKL9/3OrCLQsyy2T+SVO2vyrNTVa5jFsW/LjVRbFFcO/vdmocgpQYA8sOucirlLG7BL/uVJ6MA8VuNmUr6y8+4KLYIlNtF8zdo5TvLnCzPU8p/3Ofk3KroNwq+HOfUr49z83uAqV87h4n1XZBkUVmyUGlRd2U7eZAsVL+604ndpcgr1JmeapSvi7TRVqp55i2O1mT4SImDDzPH6vSXf5j2q7sM61UZl2msv7yVO0xCYeJ/TkG3zEt2u+iuEKm2irzxzobEevnsGdvKTt2KdaChYszyM/aQnmFjYWLUpVj2pbF7l1Kr64//thKdbWNoqIqFi9ShkDZtDGd/fuVbvy//rKR2NgwbHYny/7eqxzT2kOkpipfgD/+sB63WyYzs4R/Vh1QjmnlfrKySnG7ZX78YT2g9Exct/YQAMv+3kteXjl2u5Nff1HikPbvz2fTxnTlmBbupLi4iupqG3/8sVW5Trty2L5NebgXzN9OeXkN5eU1LJi/vdYx3XbrV3z91ep6j8lud5KXV94ujkmWZSwWO2FhIXUeU2OuU1OPafXqTLKzK3C7ZX7+eRfILtLSy9iwQdnn8vVl5BXZsTtk5iwqInznn+zPcrBpr9KZ4OChSoor3Mq9949i3dqVZmfbQaWhX7DWQnm1THm1zIINSiO7bV2hv43YqmojdivzVv8Tzf5C5fev29wUbOlJQY2TVXlK47+xsIbsGmX/f+YXYLGFUOyoZp9FSby411LA3koZWchsqDyEEBKpFhtV7hq6h3XkoDWHSpcFl3Czt+YgAJnWcgqdyvqZ9gysshWncJBuV56XUlcJJa4iT3k6dtmOXbaTaVeubYmriFy7YjXNdqTiFA5scg15zkxPeQGV7jJlfcdB3MJFjVxNgVOxXBa78ql2K2I1w7EfWchY5Cq2Wv8h07GfQlcOFrkKWchkOpTOBdXuCopdyrUvcGZjlS24hZssh3JMle4ySl3KMeU5M7F7jinHqRxThbuEMrdyTLnOdByyHYdsJ9epHFOZu4gKt/6YrPUckxtZyNS4qz3HlEeV55iyPMdU7a6iwKkMep/ryKHKrRxTrls5pnJXBbmOfM95zqbarVyn/daDnutQRr5DOaZ0WyY1bisO2cF+ayqygGJnCYXOImyyxE5LBjbZjk22k2pLxyZL5DuKKXQqx7TPmkbP0C6EEMKGqu0IAbmOAkqcyjFtqzrkuU4W8p1ZnmPOp1pWjml1+X4yLTJ2uZpKt1LnXbaDWOUqhJDJcR6g2iVrrlO6LYsa2YJbuEi3H8QtlGMq8tx72Q7l3nPIDtJsynXaU11OvqPYs/9ywgyh/FX2D7s9926uvZgCh3JMe2rSyKqRqHJZ2W1R7q1UaxH5DqXOmyrTcMpuyl017LUo1+GQtZAsq/Jsra1IpcASzp5ywc4q5d7YWVXEjoIw3ELwV75yHOt2d2BjgfIMrsqtIb/Ghd0l+G2fMm9Peijr94UQEyZx5wmhfL7J0S56+7e5yJo0aRIffPABD04x0L+TkX9SZUprwOqAxTuVRu9gvmBvriKhl+0RVNmg0gbL9yrz9uQKDhUqv5fslbE6oawGVh1U1t+ZI0gvUcoX7pZxuKGwSrAuTZm3LVcmu1z5PW+PCyEgv0qwKUtZf3OWTF6lQBYwf69LGcsqRGJ7nrLOukyZYovA7lIEFUBaqWB3oSJIVme4KLMKrC7hE0kHS2T2FinbX57qpsouqLQLVniE3Z5CmUMe4bfkoAurSxFh/6Qr6+8qcJNepux/0QEXDjcUWQTrszzCM08mu0L2HJOTD9Y52JnvZlOOUr45x01elYwsYME+ZZvZFTLb8jzCM9NNcY3/mITbQFqpzK58z0spTaa0Wlau01YH8oFyDqVWsG9/OQCrluzBlrGDqioHK1cpjcWePbkcPFSoHNPiXVitTsrKLL6X786d2aSnKQ/2r79sYvKpgwkLDWH9OkVQbN2aSXaW8nUzb+42hBDk51X4eh5u2pROXm45siwzf54yQHB2VilbtyoN9Lq1hyguqsJud7FwoSIY0lKL2LVLaRhW/3OQ0lILVquTJYuV8gMHC9i7V2kYli/bS1WVjcpKKyuW76t1TNVVVgYM7FznMS38aycOh4uiwqp2cUwZGSXceP2n9R5TQ9epqcdkqz7Ils255OdVI8uCvxbsBdlJTnYV27Yrjf66bZUUlzqxO2SWLFWEV1qug11piohKz3dRWunGapdZskn5mj+Y42RvpmJJWr61hiqroLJGZvkOO+QWK22Ex0OzeLdMTaVEmQVWHVDu511FTn8bsUfGKQuKrW42FSoN+OpDoeTbFMG2vKiYHbldKXdZSbUq5yHNWky5qwYZ2F6dRaUzhHJXNdm2Ip5K/4ID1hyyrE7cwk2aXbl2le4KSlzKiyrPmYddtuESLnIcSnmFu5xyV5mnPBuncOAUDvI8IqnMVUqVu1wpd2XiFi4cwk6hS7lfy90lVMtKDEuuMwMZGZtc43v5lrmLsMiKOMnxiByrbEES0MHUiTJXITbZAghfeY2o9omkYncedmFFxk2eS6mzRa6k3K1c+2JXLnZhwy3cPsFQ5S73iaRCVzZOHDhxUOjK8ZyTMqrkCgwS5LuycAs3DmGjKMAx5TkzkHFjlkJxCzc1cjWl7iJqPD0Os53KM2QVFordyr1V5CykRrYgEGTY0zx1qqbQqRxTniMPq2zFLdyke65ThauSYpfHquLIxSZsuISbDHuW5zqU+0RSlj0bm+zAITvItOd4tllGmUsRHGm2TJzCTb6zkG0W5aNkT3UZ5S7lmA7ZMrG53VS5LBR5rtNu50F2OZUcbrmudDa4D5FnyKZaKPeeRRST6SpCIMh3Kdcp01bqv06uPCqcNbiFm2xHhueYKyjziNl8Zx6VLhsWt4ss773nKudQjbfOObiECyFHkm7L85zHUkqcSvkhaxYu4SbLCtsqlTrl2MsodCjXYZclG7dwU+WykmpT2pUsWzGlLgs2t5EtVVkIoNxlZXOZIrz2W0opcVrJLY1nRbGyzXybnZX7FdG0ocBKidVFZXEUf3l0QHq5i93FLlyVkewpdPPmuWE8usjGX3/9RVvSpoHvixYt4sJzzuCp00K58XStnbxR7sImBr4H3EQTg+F/3+ni2J5GOkap6qfywbfHwHebUxAWcuTuV8ko1zq+QAHxmmlV/ixofA6tKy57nxtvmsTEE/o3vaJtQHW1jdJSC927d2h44XaE2y1jNLb8PWurPqidYTCBS5dcNGutZloYjJhKVUN0yG4eeK+YxFgD91yijd3wIpUUaWeU1R7nUuiChO35/vw95uTyRsVh7cj1u7CtAXoNVqoG8JWFTIku+L2yATdhoOB2Pc0V7K7G6w6qclcQYYiqc/ialuRwwnGzHAcpdOUyNuIkIHDAuz4eK7yB+KumEiiXmf5Y9O5Dl3CRW+O/N7pHyuyv1K603ZXn+z3U1JkN7kOa8kS3NtVBF1M0FS5tu5wS5o+fCguQ2Es/p64BtKvcVZS6ShgXqw3hCHTNkkK1dTBK9Z/vQIHxTR2IWh8Yv6Gsgou+tvLblZFMeKdp6T6aSPsLfP/ss88466yz+PGySK47pvl7YrXU0Dt7CmUsjrpvlkCJPNuSjDKZSe9bmiUIsDkEZGNjtL746gaOn9jviPfXWuzamcOTj89p62o0iY0b0nyu0NZGqm54v6bi3PoX0A0Qq0kwWtcqAXoPqtELrECoBVYgCm1aQbWtqoQiZ9M6QzRH78Ha22x8G7DVuhKL3PajADSWbiF9fQKrMTS3wILAKS7089RB8W7h5oP87/6PvfcOl9wos4dPSepw8517J+fsjCPOgWTANpglmZzTsoSFxaSFXXYJ3+7Cegk/0rJgkjFOGEw0tsE5j8N4Zjw5z9yc+nZWqPr+UKtbVapuqft2UJs5fu7jkVqhWi1VHZ33rfMiT0t5Q49PVR4/tprDRQXLwYTKv1hso4cqHiNnMaQNvmFi07NlJl/kaQ4JKyG1f/DL961UqsduV+XEeMC/ELWYGP/8eX34+qV9uOr6NEZG+IoSzUJLSFYikcCXv/xlXLYeuHB1KHLvfWFYDNtGKD79oijWDIRPrSqHVfMU3PG+rpaUeInueaam/a7+pxuwc+dI25SlAYBzzl2HH177nlY3oyocHZrG0NBMy85PcqXBInrwIY40qW4FqxrkXG/PgoolI1huFUuG4cNLwVyDgx/BkmHWSiJtldrip2KVg5to1YN0iXAPkhd1vwK9qlwtDCMIIZg0R7E5+4j08/lx1hBiVQscoqUSFS/reSNiCi8yJEwLCbPEcgx4DTb9iNYRhScUe3P8zFwZghCt+ZEFeF7nqRg3xjGa9T5P7nvIKdXjhh/REjGR7cJElvfGkhEtN9kSidarjuvA207uwqvPWY58nredaAaaHi7MZrNYsmQJLluVwY9fX7p4aj/fIdYSLhQpI8v6NztouHDzkIVv3W/iR2+QFHQVpuyGJWR4524Th6Yp3nN245zoxXAhACjH8Z1z5rw3c8t+IcN779mBs56/Bl1dlYvnhgWMMXzoH36O//n6mxCPh79uZTPhCRMCIJlhbjkyyju2qzNCyM+Fz3x/AvN7Ca5+I0+OyDB/TNGaQSRY+mi/59iZUf6+HT7MF/jeOrxcOIX3BVFUsUQnd5FgAf4kqxkqlqhC5GkO2/KP44yOi+Z+8ipQS6jQ8cbK0SxSNIH52mIuXCh6YbUS4vcbyxJszT6BRZFlWKAtxmie/7H3gLdXmYFXjekm87lljXnvy0FaSmNYHfXOCu/ySSfpcN3GjDH8KfEHXNhzEXpVu7yPzGdL/K5i+BCoPoQoK9cjQhZCpIzhrb+Zxry4gp88nW7EC3x4woX//u//jk4riW+9ovFmjfUKGc7mGE5dqsoJVoixcb6C5y1pbE4FzfKDimPxUCu2bT2C55/dPgQLAEzTwoUXbmg7gvXWN38fhw7Vz9Mrnz3iWyLHj2B5QKknLOg55r7Dvn5XIkRClR7hc+lEghUEIsEazWnImARjxgRun/6rdJ+gKla94RfaiZAo5qkLQuM1VA5u89G40oE+dR7S1GtqGUYcStmhuwXaYnQpto1KkvIkQiRVjFEwVvmmMUnlZ2GfnsQ+nc9PmsxXPqZb1SKE4PL+V6BH6YVeaK+sALV4j8mULT8EKdcjKlueY0z1QiEEP7iiH5uGDPzPS/urasNc0VQl621vext+f8sv8NT7FmLxQq9s51az6qFkAfVRs97wsxz+4YIILllXhrDIyiy0WM166qiFZX0EC7sb3w6lQ+fIlXpKr2eboGrWh/7hZ3j3uy9uq2LQyWQW3d3xtgpvArYVw8mnLEMsNndy6CZXsY7lHgVLJFdAQAVLIFif+d9JO/G9oGSRfa63VsG9HQjm4M6EEAYhjCNZooIFeFUsGcFyoFMdOhKIEz5BuRkKFsCrWLLE7HKEizEGEwYipDk1WeeiYjkYNQ5i1DyKMzrPBxAuFcsNhdgky0GGJkGIgUmjVC1gp8KnW/RjMaZZKU+REO+97adqDdJBUGE4X6qVlK3BmP944ahae3K7cUQ/jBf0vsizTaUC1A7cypafogXIE+P9lC1R1RoiU3jxdZO45XXzcMlPK9crrRKtV7IOHTqE3/zmN3jbKR1Y0ON/QVmyDg9Hnd4Sf/bmGC5eG44QYFD8da+JrSPNeU0W1Sxry6xnm877fxboWN/57tvbimABwGc/cwtu+OWjrW5GVcjnDSxc1FsXgiVCFiIU4atgAd7E9hw/G5EjWADYpI9VOoIltvupWLrwdu33dh5VosiYUVCXAtEsBavaMKEbu/TN2J57ss4tkqNeBT6WRVcVCVaY8WyCvwEmrRFsze7n1uUtvh8Nomol6Ri3LKpak4pXuR4yS2xvMk9xJFPZpTVr2X9rY+twUY98soGfqgXwz43FSEMS44/sX8UtL2UD+NqFC/HO22YwPT1d8Vj1QlOYQyKRwDnnnINPngH8x6X+LuF1QR06seFZir+7NoeIgrZSKSzK8ImLY3jR+hBMKjBN+88NI+UpuwMAn7r6RjzysP8AHTZ8+ztvwxveeHarm1EV9u4Zw0c/fF1djuVHqoKECD0qlk+IsBzc9gx+Du4AQC0FzKVEy+walABCvrt7GMlp3B45C7h79g6kBMuKRqOa2YQybIyeiud1nFun1jQeTh7WUf0Ans6G/6UnZVGkLPs+XxHZgEXa8R7SJBItFmBg8yNa08oUppXKIVWRaOXEujwAFKKAgeG307+GTr2RqSAzEOeaGJ82otIQohtH9q/iyNaVa3tw6YpuvP2cJU0JhzclXPiud70Lt/7ypzjwsQFEVfvCq5KE6bokv0tQa+FoShmeGaY4bVmAvKYQhQxf+sM0vnllHCcsbJ7Hjcy6Qj2Bd9vNnPsazzbuQtLPbjuKpcvmob+/9S69QXHgwAQeenB3W9VXrCfmSrCChAjdCtZnrk1gPnK4+uX8vS16X4khQMBLsqjwfI4OLeaWnx3my8vkLO9Ly4hQv204691GrEXYCP8rGUSSVUtJrT35LVgeWY+40uG/8RxQj1ChQ7KyNAOD6Vjb1VeHljUGO2b5e3zKymLWGsGQuRXHx14CANjKHuK2iSh8v0gCaCQ9ykJuWQwfzqN8buI84v2d58f4fUSfrQlzDMujCyoKEX6J8bUkxdttqZwYv2a+t39ZuX4/8hbF5b85gjds7MVnHhjzbFMDWhcu/NrXvoY//elPePyNq4sEqx1w714Ld++tjWAxS2lpTtb1b+rA8Quae37x+zJLgbk1eN2onTtH0B0bbiuCBQC6bsI0/cNUYcMdf96K++/bOadjyPKuZLlXFSEqViLBmp4Esl5DUTdEgiWDH8ESIRIsGYazMfi9ozoE61D+AEaMoca4OktQD4LlHMdCA/wiXKg1VCh+R7Ow2KF0QoWKhNk+Pl8HlD2Y1JJYHy0/mzNv8TYM9VC1JpUJTCql3KRplsU04xXXCWHGo6hqzdcWYn9+H8aM0rlE+wdZAep62D34Jcbvn+DzIAHg0J41iKkK/u8li/G1JyaxY8cO3/PMBQ0diZPJJD7/+c/jkt405nfwbNjKNieZslYopFTnryJCZt/w1XvyiKikpeFNzzVgFGAUnQ/fUnafP/32L3jgwcNzKijdCmzcuBhvf8eFrW5G1dA0ZU5O70ES2wPPJHSIVaUQoUO0UvwAICNYoooVJA9LVLFqgahiuRUshSge5UWGRvhfzQUbYs8rznxrBzhEK4EDOKL7mNm2CKKK9STbAsBOSaGgGDK3YjO9FxYzYDE7bOfk8zWCaMlQLdEymAJngqJDsGREK8gMRDfqRbREsnVozxqs7Yvis88fxJsuPg2GMYdq4T5oaLjwzW9+M9Sn/oBvvsCOkcYG+DcLMWQohguBACHDBoQLd41RrJtPoFZ6xQpReNCBaTH8v4d0fPSCaOW2NxHaSV4ynTnvdfyKCJ+nF7T0Thhw/rlfwg03/UPbldOZC4IQLBGeMGEAs1EyPAzEXffPdAafucXE/G6Cq1+u1iVECNQWJhzO8mHCkVx5glVsn3eVB3MlWbI8rFpVLMCub7g5+xBe0P2qObSqPOrRTcnI6+KOcM4qBMqTLABgzMJkfgc0tY97USbwKkExle83awkfKozfZ5DysxMBbwhRDB8CdgjRYhZSNIk+td/zeYckIOQOIdZSlofCqxL5hQ8BPoTIGMPVux7E2Yvi+I/H52Rn0/xw4TXXXIMbbrgBXzw3/IOP0sOz2C/dqfvPzFPC9xBPZBg+flEsNAQLAMxt3ptcxC2/2oH//UFzZjHVG7++7aNYvryya3gY8corvo5tWyt7WsnQVII1R0xvXscRLxnBGjm6FMw10AQNE3LHyPlPMBnSj+Lu2cqFasOmYgFArzKA8zpf2upm1ISHk4/hQK5yiZlGgzFwIWWRYIkgREVE6wfAkwUGC0xYV4uqJYISYZaj4rU1cKtaOrMwlJO7po8aQ9iWfUr6mcw93q1qBU2KF5Ut8RvLVK1KIURCCD696iz8cGsCTz/9tLTtc0VDSFYmk8F3vvMdXPuSheiLh2CGWxVgjOHnb4nj1KXV54+1sm5hRme47EcZZI3wkT8/XHTuAF78otXF5XYJGe7bN46J8SQUpb3sPQDgBz98F9ZvqGziJyKINYOIQFYNAqQESyiREyQPq7htgJADY4qUYIkqlkiwZJAlui+ILMS53eXzbRpFsOaiYgF26Zc0TSJD/cuyVItGq1gb4uuwKOrNyWkFqpnExpiFnDEcaOZbtUQrScc84UMZ0RLJlhg+FIlWzmIYUJfj/O4Xlm13uXqIXFt8iJZ0H2FZZvNQiWgtjMfxD2uOw3tedi4sq/75tQ0ZHY477jgok0O4cl3JlFKJ8L0I0SioIRAwMQQXpHUBtiEx/6dZ6TEwnWE475s56GbAJyJEalZnlOCJj3ahw6c8Qisgqlnu3KxMxsDMgb04vo/Pn2gHorX92SE8+GD7WU6YpoX9+8ar8sjyTXKnlv3ngkzB8lOxPARrOuMlWEL6BGPEQ6SmN6/jlkUVy8jFYAgzA1fN46e1W0xBRCl14WO5GISJVUgLZXMMKicPClQkrBnvB6idYLlDg6zwnxtzJVgORs3DSNW5WHSjxHZ3mHB+ZBCzZpLzJ2smRK7BGGAJK92hQgBImEdBiIp4ZLk0r9ZRtNyqVt5KcWSLgSInWD+IEIlWCpNIgQ+XiURrimWQQolcDeXyHrKVNPO4beaXsJj8pnY8thyUy9OqlBTvKFqcSg2ebMk8tURVa//EAmTydh/wqqXLwPQO/Oe5vK9WPVB3kvXMM88gNTaMa84pFWyUESw31N4s1F7BQ6YF4sC8ToKb3hFDVAsfUakE3WR43y1ZmK0T0nxRjmgd2rID37x2v2yX0BOtK15xKt7/gRe0uhlVY3Y2i2v++/bA21cVIiwQrUaFCJnhn4clEiwmyZ90MDhoDyxOZ+sQLYuV74AcouUQrB6tPJtxPiEg2JR+uG4DvkOo5uqFFQQnxM/EQs0/jNpsiCqWLA/rkdTjSFnpZjWpCJmY8+ys/Ww4REskWDwo8sZYVT5ODtFy/h+EaMnIlhsyVctNtABe1YqQKC7qfgUMWjkSFJRsuSGbgSg+/zJVyy8xPpOPQSEEnz/hRFyzZQRPvOakim2vFnVNfLcsC4ODg/iHNZ348El2KKJTSHaPzuNrJkUG+WUAgNBpka7G+2VNpBhufpDgA+fX4IDd4hmGeZPhjl0mXnliuGvnyZLg9RPOKv47uueZqotJtwqMMbz+td/Gddf/fdvVLAyKQMWdx+1tjME1rnV7uW1qIliSWoQsQ/CZ20zM7waufrHm6WCnnlpvH8ulMIsES1SvAODwEO/wvm+KT/49mvF6B80afMc9pfPnkXg3elCLghWEVNVLwXKQo1k8lb0f53XVJzfrbyHZXRxWHYLlYDO2evZJmEdd+zNYNA1V6fKdKS5LihcRV72lztxQibcP6wafTz1AB4XPvc/S0ngMjDHsyD+FDbFT0K35h/vEpHjRU2ssp2JxB79O5qtFhMR4v6R4AFg7wBPIm6Yfw/5kHrcdqNoNvjmJ79dffz0A4F0bvDMUwo6MDmjtY+PFYd8UxStOaK/cN8A2e33nJzYjm7MQ3fOM/w4hAqUMH/j7F7YlwXr0kb249kf3Vb1foCT3BhIsbrlCnpVDrOpBsGTwI1jl8EzmSUyZ9SvI3SxESQxrose3uhk1IWNl8eeZvzT9vIcz9l+tIIRAVbrAxNi4BGJCvAx+qpbbLsKBqGpNKZOYcpXlSSEvVbUIIVCgwmQGchaTusW7EcTqYSTrLWVVD1VLfN5f2XsGHhnO4aGHeCPYuaBuJGtoaAhXX301/u+s+eiKlmcr+jTvuWJMSjxYTKFDTQd4Q5nDN0nmGPo7gPe9pPZjuNHMBPicwfDBX+eQbZzNR90ghgwpA666Ygn6jmwrrut8+Hpum7CGDFOpHM6/YEOrm1ETBga7sXbtworbBCrwPL5HWN7r2eYYSpinDiBaKLYc1kR3GRSiYFBbDIP5zxT2P9bc21ONitWhxLEutqYp5VMcHHJFJw9nvCqWDG4VqwQK3RwP1PZ6EC0ZRKIl38ZLtI6LnwoCUjY3S0S52YdusiUSLRn8iBbgTYx3E60OVcMHVh+PD195KWiNpb1E1I1k/eM//iNSk5O4YHF4jevKJcD/ZQfD539j/8qinUMgSBLgm0W04hGCez7Qhc5oe+SRuYnWeILhstS2ClvbCCPRuuXmx/G1//pjq5tRE9avX4gXvNBWJigzQYWOMFCBZ4FgRUd3gQiJ77WoWGKRZ5YhHhXLnOWrAkw9tb4YKizu56NiHR5aGihM6A4VzhqqR8VKGN4wYbkX9xWx1ehSumsOE86l2PNcsTn7EEaMudkhNCPZXQQhBKvjq5ChzakbeShA+tdT2MwtywmWbecQjy4LbCwtJsTLkuRz1mxFsuUoWm5VS0yKFxUtexte1TqSy+O+1N2YMO0+YDRnFf/KQczTkmEkq3Jky1G03KqWOBFGTIoHvKrWvqn5xef/pQuXI5uP4IsnnoV6oC4ka2xsDHfffTeuPf1iHDi0gvssM+VfP0qqZgkIpGbViL87TcE33tCescL33pLFWCrEGe8V8O8/SODOnRR0Jz+rS1SzgPARrfe89xL82xdf3epm1ISPfPg6/OTH93PrRKLlRrk8LOm2BaI1F4JVyZ7BSsUBAPqw7U0mkisZZGFCEUHysEQ4BEuccVgOT2c24ZFU9YWLm5Hc7oezOl+AFVH/a10O9SJYQZLdRezK7saT6afr04AKkBGspFByyyFYFBZoAPWJMgO6IanvWQHNUrVEomVvUyJax0deBMOqPnUoiNVDI1WtA9ML8JG1J+F/D+yArtdBvZ3zEQCcd9556O7uxoqObv+NQ4bfbaa49gELiqsXqJea1WgwxvD6UzTM72wPFcsB3ZcC3ZfCd6+K4PIT5Q+LjGiFCV//nz9jdrY5b8f1xje/9Ra8+S3neYgVZWZNZqPE5J+XeswklClY+SG+mK1DtCqhUXlYooKlEv9k91M6TsMp8bN9z1ULGqliAUCOZrA739q8ySBliWQ4sfN4XNR7fp1bUx/4ES0CFaraVfVxRaIVhHiJEHO0gGBEyyEzhBAcNjZja/oA97mfogUEV7XcCJqnFcRX67S+Qazq7MaPf/zjyo0IgDmTrImJCUxPT+OTvUvKbiOqWWJeFiBRs8waHqgaPLNOWU5w5uo5khRKpGV2Gh0y3DNJ8YJ1GkcQ2wE0G8UTe1T8/PHSU8SpWaYJmCY67/8Zt1+Y1KxcVm/LpHcAuOfuHUim+NduPX0AutAZyhQsUcUieo7zx1JmvI7RImQKlhgmFCESrNTIIFIjlatJiATr0NFlOHR0ma85qahiiQRLBj3Aoz5j6Jgwq3Oyb8VsQhkIlJrtJ1oRJhTxVHozps2ZxjSkDEQVS77NSMXPCVGgkDhogAR4P5QLHQYJH7rhDh9SQjGhjmNCLaltGeSRKShafeoSdCh9SFoGkhZ/HD+iBVQfPgS8ZEvmo+fnq7Vvaj5e3n8OvvCPH0M+L3e4D4o5k6wXvehFOOecc3B6fwOcdRuUAO8QrSPTDJoCnLp8DpehggdPo/G1e3U8M9yeocLOKLBAJnyalRNWwkK0Pvu5VyIabb8ZnQBw++2bkZiprMIFCRESPcct10qw/OBRsJKdZbYswS9E6HS6cwkTFtsT4BHMmECOpjFiBi9lFBaCBQAxJY7j4qdVvV8rw4RudCtdUBpoviiGCmUES8zF8iNYDijLwbTqZwZbL1VLhJtoATbZ6lUWgjITesExXka0GqFqAV63+CCVH9xEa33nAiyOzMePfvQj3/0qYU533czMDHbt2oUNW3mmJ+ZlAcHUrGbjwT0UNz8h7yFrChk2GT94bQeev6I9c8nWDSh46Wp+QLO2VJ8n0Ar8+tZN+PjHwh3OrIT/+trrsXpNiVzoU3y9sUAhwjoQrCAQCVY9EYRg5YSXKJFgBYGT6D5PW4DndZwTeL9aw2ONwsPpP2OsTJJ2oyESTqPKl9sNHevRozYmnUWWi5Wg/PMhEqxqoCqdiGr1tUUSiVaQHC2RaFnE8BxHRrSOWM8iRUv9g0i0aoVIsxuRp/WahafhXz/2KRhG7W2eE8n6whe+gDNiy3B232rPZzKiJSKQnYOAeto5vOH5Kj7+kvI/TCCiVSYXi1lKQ01Jr3tSxx+2h58IymBRhnX/lUJGd5lG6rYqZG3nzWU67/9Z6MKGl11+Kj77z69oaRtqAWUmDFPHG6/6Phhj0Kee8iVYZUOELiiz/sZ9tYQIZTDS/kpTuTChG/un+VCjSLBylBQJVrQQ9pcpWEFUrGK7mI4H05WLRIuoRLSapWI5OK3jQgyqiwNvX+8woUO0Bgs/bzVEK2Wl8OOx6+rboDI4otusK0FzSNCclGAFVbEcmFYSplCncK6oNPPQPcvQTa5k4UMZ0XKTrWWR0xFXecsYMXxYraLl3PoMPNmq9+zDtR0LsCDSg4+tvbRi2yqhZhZgGAa+/e1vY1Xc7qyCJI/WC/WYaXjbVor/vqP+xSCB5ji+n7pUxYb57VeYGABUhWDnJ7vRGSWg2WiRYLULtj87BE1rr2vvJLkzxvC2t5/nnRaen64tRFgjwQoCWR6WH2QES4RIsCbz/rMPawkRArwflgoNqyL18VZrNsECbMKXpFU7YdcVtSpaXUoX3rHwzf4bVglRxXIIVr2hkCgU4u+eXgvqoWr5hSCPGE9gxDpYzNVyUK88rUaqWpcNnoQ/TWyr2Wut5pHi5ptvxsUXX4wrFpxcdpu62DmYpLokeBktleCi4xRceZb/169FzSIqbWjSe0ZnWNarYOOC9gwVPnbYxK6J0vVxq37MUmBuzcHcyg/mMjWrVYrWDb98BAf2+4fHwgJxFuHFZxpeBcvir7dMvaoHwZLBebN0Or380EBDCNb+6cGyBCvuel7FEOF4rvrnLGN6DUcVomBxZGVVCeSyvKxWECwASFiTOGrI64zKUO92zo8RzBcmLkUCzuomhGDcmMC4Ub/nNgjB2qfs5JaT5kjVKhYAKEoMhCgNM1UVSZJBszBc3mJS/yw6iRSd5I7hPo6jaE2o4xhU16JTsZ/pSkSLMYaRrIkRSdUHN3KW/cd/h8qq1mguWvwrna/U75RjA8d3rkba0vHAAw9UbFM51Eyy3vve92LRs9XLlzXNNAyKgH1XIsNweIrhuCVKWYPSMOOJoxY+9rv2tA8AgCMJhuFZ74/V7JqPteK/vvYGnHHm6lY3IxBEgrXp8QN43Zt5E1U/giVDrQTLYzYqvE3KklPrpWD5Ia5SD8GSoZoQoYg7kjchRWtPYm4VwQKARZEVOCn+/Kr2aWV7RcxaSaTrVCw6iOlovWEXjJ67b1M5yNQoI4CJq5tolTtOhzIPOZYAZfZnfooWAF+iBXiJlgwjWdX3PqyUFK8QgpcMnIyPX/EO/5PJ9q9lp23btkHTNJzfdyK3vqEhw1pmGpbB7lGGnz9YZ6WpiT5ZF63R8NOr/HNTworXnBzBy47ztz/wU7NagampFP7xo79odTMCQWYwesZxs/jdr15ZXBYJlgy1KFgyBJpJeHTuClZQiGHCGYlVg6hiBZ1JWA6X974Zvaq/vxcQDhNSNxhjeCR9Z3GgDIJGussEVbEcHNexAavjqxrUGi/2KtvBgr75B0AssgSKUtu9HhRBiFaQcKIsT2vc3AWdlYQZGdFKUf7hqYVoye4KsRaiW81yYFUgWuf0rsOz6aOYmKheCa2JZH3605/GeZHV6FS9DRWJVi0J8ECNSfABv81ZaxRc86bgeUBKj1Fz2LAR+MIdOWTaM+cdqTzDS/4vHVj2lhEtN9lqdthQ01S8+CUn+m/YYogEy0ly37V7Gg8+PARArmC5Vay5hAh9y+VIvGscguWUxKmVYFUTJnQgEqzxnFp3ggUAQ8ZBpAINUvzzQVnrVSFCCJZGVjed+olhwojCqiZYAGAyC9eP3zznkJssTCiGCvcqpT7JIVq1hAl5UBhm43PixLAfUCJazv9Ffy0ndFgpfNjTsRGpCK/EuT21SsfyEq1qw4di6BDw1kIUQ4eATbRkZKtTjeG07lX40EnVT3iqmmTl83n86U9/wsqY3SHK3FJFiEQrm/BOpTWEemREqZGg+Hyj6TTDa/+fwT1oQUKGNFmb8WS9iZZFGRZ2E3S2pw8mYhrw9VfGA9fjCopmEa2Ojghe+crTmnKuWlGpRM7EZA4HDyXrFiIkOf9wgl+IEKhNwZJhfJx/yTs041WNZnS+Y03UyWw0CJLWDHRW2dxQRrDCghWR9YGtJeqhYnUErVkUABpR8eL+F8z5OFYNJG3uBAsACEBal1IhCx1Wo2oxRjGafRzjin9FCJFoAc1VtWS4sH8jHpjZVTVJr/oXu/3223HhhRfinL65zZJxEy2iyuVnc1ooJ1CLC7yAjihw9WWqZ5CvRLQCEawyru/1BmXAh86P1Z2kNAujKYbFPdW1XVSzWokf/t99uPoTN7S6GWUhI1juJPfzz12Ct7zOP2RSjYLlJlo1mY0KBCs9FswbS1SxHILVEeVJjEpKDEkkWA7cd2QtChbgr2IBwHHxUzGglTduDluIUMQjmTtxxNjru109w4Rp0/6rB7qUTmRoxn/DMtif8v993CoWAKTMsZrP5wYhCiJqX8OS30XIFC0ZRKIl5mg5IERBX3QdALmflp+iBQQjWiKCXK0gitaGjsUwmIWnnuInDfmBBPzBihstWLAAa/U+vG/pC7kN4gJRWjvgjV2uWXPAs65zgE8CjfbzyfTaPEmGoSaE5bokT3SZjnHHMMXaBQRRzbsPy0tm8gQlWBVQz4Tuj/8ui9OWqHjHWY2ZzttofPdhHR0a8K7nV99+7eS4Z13mordzy/HeE2puW1BYFoWqhi9JXxYiFPGja59Gf18Ur/u7tQBqt2nwKFjTM55talGw/AjWlzaNoE+N4YMn8H5NooK1c8zr5zSZ5++fGUPzqETiWy7gT7KCkCsHu/JbECVRrI4eJ/08zCoWAFBGofioKfUiWKKK1aVVn4cl4rHkE+hWu3Bi5/FV7ysSrGHDS9ZEggXUj2QBKIQLGSJa40x6ZSDwV3vjai+3zEDRo/AvFJRZoMxARCkJKPMtfptOeFMAuhU+vWdxR7B0n7jQbPHWXBj3kshFcT6kqZLS737r2OMAgD9OPi3uVvaur2qkyOVyyGQyeGG/NydFVs26FugzfCjRo2YBc0qC//wtFg5MyLeXqVlhc36/5oo43nham8YKAfzDedGaCFZQNDpseMeft2JkpH4lLuqFSiFCB8TK4cUvWIZzzrKNAetGsCRoBMEqtkl4oRMJlgwyggXwhGAir3oIQr3ChA6WaCuwQFsq/SzsBAsAMjTZFNf3cmHCap3eRZzdc2ZNBCsIGk2wAEBT+6AFnDhRTwRVtERVK0l5xcqgSSR0XgmVqVoiasnTkkGWpyWikqp1Vu8abEruq0pNrIpkffOb38RJJ52E9Z2LAm0vEq39+1dXc7qqEDQJ/paPRLBxcZ1ViApvV/VUsdI6w01bTMQkKly74FN/zCFn1DZ6BA0bNpJoPfPMYSRmag83NAvlfLB6uyNYMN+rCAJeghUYgopVS4gwKByypkXslx8ZwRJVLJFg+cEhWvVIdBfRoXRBg/clKexhQgc5lkXCmir7edjysERkaRYPzj5S9X5BVCwR9SZYNggsmmxayNCNWmoeAjzRiqn9GIyf5LtPEKIVBDKLh1qIloMVsUEApKqQYVUM4H//93/n/OOKREtmUCpTs2rKzxK+3a82WfjtU5VvFNJBQDr4Y9daXqfevk+zOYYdY41xqW8GKGVYO6AgNgeDd9GoVFZ2p5G4+pOX4cSTqvdgqgdkahVlJrfeyI3AyPFJtu4k93/58iY8cvtTvqVyAK+KRXJZr4o1xKcFVDOL0I0gKpb4PMlChCLBmta9oQdHxXIwkVcxka8uD0tmNhoEh4192JbbxK0L40zCcpivLcaG2Cme9QppnF1Dl2b/1QMaiaBHrc6HsZYwYWMIlj3DkzIdwTKN6g9ZnpbMMb6SopUyhpAxR8salzoIkqd1MKPjYEaYsWjy1yaIcak48xCQK1oUCs7oWYXbbrsNQRGYBTDGoOs6XjW1Rvq5mJPlIEjYMIgTvBRBwoaub7h+IcGqwQo9QYWrEQYLhyW9Cv7t0ureysMEQoC/PzfakKT9ZtQ3pJTispddA0ob5+Zf9twFIuUmVJVChKRzif1/YRbhd79+IS69gA83BCVYHjgEqyDb16pg1UKwhoeW+O7jQHHlVIgES4YgBoe1Yk30OJzReWFxuR1ChG7oNIcH0n9o2PFleVj1RIRoeF7XSYHFgloS3RuNqDYfpIWzDAHXjEHh/5XgEK2I0glNiQfeL0hCvIxoyciWH4LMPDyhcwWu++r3/Q9WQOBf6vvf/z4mJiawKNLr+awcwSqHXLrTsy4/K6hXqU6YKX47Zvg3t1J+1rqFBKeuDPaVRTULqC0/q55E61/+nMNf9tRpmk0LcOtWE+//VX2c6oOEDhtBtD79mSugKM3t4EQyJapXgL+CBdg5WNf/4AGMT9n3scwHCwhAsIYmmqZgyQqtWxLbmKygWCXNCKdiKYR5CFbaVLhO1aD2nx9qUbAcpKxZHNB3gRX+azdoJIqNsdO4dfUKEQYJE8418R0Abp38LQ7r/nllMgVLVLFkClajVCwHppVqil+WH2SKlntd3koV/xwk6Th0YkAl8bLHERUtQE606qFqlfPTckP001rXsRhD+jSmp4P9BoFHi/379+P0008HrdL1QTbLEOCJlqr5kzS1W+joNeaZZehAlp81Pstwxr/qVYU7ZUTLFw10fn/P86M4bWn4ZrUFxWtO1vA/r6ifEhfEEb6eRMswLJzyvOV1O14QBElolyLJ15hzwoPTsyasCnJJIAVLAMv4l8Ypl4PVtbB8fo8MtEC4BueXpomLBMuBpritGzQoru40bdrH6ZL0IZXG+rkQLMCecVXOJyvsKhZg11/sVeYV6y820tFdVLHqQbAA4BXzXo4V0coh/zAqWA5UJQ61ypBnM+GnTjHGcCR9L5irhqdsHzfRIiDIQkcWPIkyAtQBFYmWtE3CcqXwYURRsb5jMe666y7f4wJVkKxNmzbhpAPyUi7lDEllBGvJwhLLz6U7OYLlqFmKxl84N8EKombJsKCfYMd/zj1U1aqwIWMMGYNhsLN9SdbDhywkJTYZ9UQj87Oe3TaEd7/zhw07voigBEtUsESC5cbH3rEci+dH5x4iLEAkWLWgHNESFSxd8LganD/JEayV/Xb7kyafWD6jl0ZrpYx61GgFy0GP2o+NkpymdiBYDu5P/wEZmmoqwaonsjSHUaM6tal1ie4yqEAVRcZbAZE0udUsQgj6O05BivnXPAwCkWiN694xOkjosBo/reM7l+I77/+3QO0LNGIzxnD33Xcjptidl8x2Xka0KuVjEcJAiEBGFApdCBGaaa/yUUvY8M5nKLYN+VxGCs5fi2Xl2/sSLck0Y6LSOZGt6SzwkdvCY8pZCx48YOFIor6jiZgID8jzs+qhaJ1+xirc9ruPzfk4QRCEYMlChCLBImYexCwpJy97zxbMTHgLu3sI1vQkkHUNLLIQoYRgyUKEfjMJxZChLEQow5Eh3gph28TCigQLAJKmWlSxHDSLYAG24/u9qd9z69qJYAHApT2vR7fa27B2yxSseqlYADBjzWDEKO86vksoXt/KRPdyyJujLZlhWA1kRMshWxbNwLBSHosHMeTohA7H1dL1lSXEy4iWSLbEPK25JMSv7ViEfVl/53ogIMnat28fli1bhuf1lJyiKxVTrIThsYUcucoU1Ct3GZ2cM7uw4NScH63NF6RItCgwnWHIVK5mwe9bhmD5okGu7wOdBH95v8QzrI3wyUtieP4Kf1O7WtCMYtJPbDqAu//a+BBBvUKEbnJlzrNLW13zmbXo6eR/AynB8kEQghUEQb2xRBVLJFgyTAhJq0kz2L1nCY9+vQgWYFs4nNpxXnG53QgWABw19hdtHOrV/mzhojcqROjGqthKnNb1POlnDsEyKnyxVhMsQgg6oivaoupHOXXKTaZEolVpPzf8iBZQu6olQiRaUSzBiJ5AOi0xSxcQiGR96UtfgjHmDR2IRCtIHUMZzLzEk4LwF0wkWiwb7FwO0brqbBXnrAsYagvwZttsk9K795r4445wGaNWi7ffmEFab96oUu8Zh9msjmSqsWpiI0KEDsx5K6BZOlTXo+Nb8DmbqUnBAmrzwpIpWCLBSsx6J99sm1jILYsEqxxmdL7dIsGqJxgYCJRi7b92JFgAYDAdFjfLtT7HbWSI0I20lcadM3/1rBcVLIMy30T3VsG0krBoe0Q2ZIpWRO1FVC25CgQhWuPqmO9kkaBES0SQmoduRIiGRZFBfGTdW32PHYh1HD58GD1qV6BCijLndzFsODRaMjONxuxENiNrhwW1uA4trsPMesOEHNFSGFg+GGlKZhnO/WKVSe8BikZLiVaDjEk7I0BfPPxvLpXw+lMiCFgNoSYEnXFYK9m68KKNuPLK02vat16oJUQIAJHR3VCGduEtn91bfAOWKVicijWZsf/cIfQABEsfngd9eB5IhWchPTYgDROKEAlWMsXPQt42sTAQwRJVrBmdBCZYnXO8Z90zCU0YeDh9Z9sSLABYHT0OA5p9zevljzVfVm2DyGvIzRVRJYb18XXcOpFgTVhZTFi8sNAMR/egIEQNXKg7DPB4aZmzmMlu48bkJB0vki1a+M8CP8b61TyMlLG28AsdAsFDh46qtTS2EEO6lxyKCDTqRyIRnNNjy6syg65aMDS6qEiwHGhCzSAZ0QLAEZkgRKuDMvzs/VrV8mrNREuCuRqTnrNSwwWrm/Sq1wCYFsNLNmhQGpkti8aGDf/jK7/Drb/a5L9hjagpTFghRChCVQmevPFkADWECGltIUIZ0WpmiBAIFib0U7DmSrQcREkMl/ZcVZ+DtQh781uxK7+5oYnv4rHrSbQiRMPy6NLiDEmRYAVFqwgWAKhKJxRFPqs2rHATLUIUxLQlXEK8AyqEkvyIFmCTrXIEy0EtihZQXtVaEBnAuOFv4xBo5L/jjjtAKghoQcKGsiT4A4dWcMvZaW8YQIQ5W31e0ngSiNaYV+FHtKQFpBuQR/B3P83gscPt65G1eZjiVT9tTjmaRhGtt73jAlx8ibyw71wRhGDp2SP8igAhQsBWsQBgNmXhv3867B8iBGwFqwbow0JYP2COot9MQhlEBUsGGcFqdohQxJbsI6FPWq6EpZE1WBFZX7fjif5YMvKmkvper19M3ISklQpMsFqdhyXCstLIV0jeDys4RYsAAPUQrTT1vvDJvLREJJi/3YxM0RIhy8EUtxrNqVgYmYdxw9+Cxvf9jBDSG4/HsTa20nWCqKdStcUI9yA4RMttVLpvan5Z3ywH2eledMwrWfI7alZswLVuphtaf+mHcdQsEpM/MA/uZdg7wfCpQW/JnFohJVduKIxLgndmFtaqaP30DR0NDbU1GmcuV3HHe5uXuG9uzUE7uaSEdt7/M2Quentx2QkZxntPCH5MkyIer39xbo+xaF7IgXLlXjBmghAtkILlkCs3OmgOQOm6SBUsCcFiucpeWCK5stvtfdZqCRGKCtZoultKsPwS3UVyBQQjWLUkvpfLHaEMUIlWyM9qn3CPGxFFg8F0/w0DwCFY6cI17pE8XvUmWADwzoVvAQCMwhsmFBE2ggUAitKBqCK3VAo7HMJkWgmoSidU0oW8lUJMLaUCOESrR1nA7UdQeqYdojXfKm2TYFn0kcrXZVw3sCBautEcohV3kX3nmXcr2Aw2LyzejXQBRvUpMMYqRsmCjPgXL1y4EJrqbzcvQkZ5REVLVLMAICeoVYrEUd6a9brGl8Nrz1DwqZfWPqstSNiwkWCM4ZGDJiKNmZjXFOwct3DvvuYqcfU2K/2v//g9Nj99eM7tcsOPYEkRUMES0U9n8ZHX9heX60WwZAhCsGQIEiKUnX1G50fndB1ChPWGk4d1YvwsKC0uizIXjBlD2JV7Zs7HERWsZhEsANiXO4CnZ2a4dZvYFs92YUl094KAsvZIfC+HiDYAVSmN9bLQoQg/01KgNkULAHIBOgT3Jh1KBwgIJiYq99lBnvQXJBIJjAaoVO0kKbrtpjIBZhweOLQCBw6tAFEtkAKhcoiWQ7CMhL1MFFq0e3CIFlEZiMrsWoaSwtHfvcfCjhH76rAsq8megcSITbYKX07pMqB0VYjxlgmT1OKXlTOBHz5utMWU3XKYyjAcSbTeQE9WUDoo0fre/74TF1y4oW5tCaJgMWEGEUl5SZ4syV1UsZTZaew5auCyTw7Z+4gEy0lyd58/RwIpWEFChEG8sIIQrMms/cw7e87okSLB0gpheodglbYJnuTuRq1FoP0KPv85eQP0NpkZ5oaT5L48ugand15Q83FkJXSaSbAAYHcqAdOlxjkE64CyBweUPdirbG9JyZxqYFqJVjdhTrBoDobFpy6IRMudDO9AVqRaRrT8yFY5ouUmW+4+wHmG3c9yt9qDo0crl2gKQrL2vvGNbwSAQERLBpFoBSkaDXgVLYdouUFU/wdx+TyCzmAzuquGlGgFyEOphmh1RAhufmtw5S6MOG+Vhrec3qAfoQKCzDgEghGtb3z9z5iYSM61SQBqU7CCEiwRTg7WyoUafvDJhYF8sGSol4JVS4gQALYLIUJZ5yUqWLIQYRDU6o0VpB7hBZ2XQyPNfxbqhbQ1i935rQ09RyMJ1q5ZijXRU9Cr2uOQTMEKOwghiEWCF0kPIwgUEKJVdId3ILN4CJIQ7weZaakMYn/gEK0upRtHjhzx7uBCEJL13r179xYXZERLhKwzrpVoidCn+ZpN5rQkz0dQs648VcHKAeGNvEaz0UA5XXVOfD84TfGFO9rvzdeN/31Exw2bW+PzFZRo+aGjI1qX2ZFBCFYtCpYM7iR3w2SYSQUrXREkRFiLgiVDLbMIAWBKCBEm9GBJi80ME8qsGnSWa7vi0O7bnhAFKmrPXRC/uahiNZpgAcABYwuOGLsCE6wwKVgOdGMcjNVWiiYMUJQoVEUuHviFDsUZiA5qCR0CXlUrSOiQMqBb7cbhw5VTSIKQrPRxx/EzqkSiJVapBmojWvv3r8b+/av5fSQzDmVEy0O2XETr+C/omJQU/Kw5dCgQLWnoMADRCqpmdceAc1e2cUIWgJdu1HDh6tZ9B1l+lrT8TqJ8p/uBv38hBga6y34eBM0OEbpxdO8Ervm5MCOpTJiQW25xiHD7xEJOxcpYqi/BmtIJpiQhQr++cy4hQjdxEkOEbmzNPQqjTJHoMEJ8r+hUurE2FnzCiIO4SorJxY4HUSsIFgAsVFdhUPUqQRYMj0ISRoIF2Mnv8gzF9gClOnK6rQLJQoDlQodugiX7vWoJHQL+REtWhqeDdGJ0tPIszyAka/Tiiy/2rmygolUL0ZKiQLQe+XQE81oRbfMhWkFnGg50ELz8uDaeWgigNw7Mq9PMzlohU7SqsXe48LwvY3S09jyIRoUIZZD5YB23TMVPP+p6GQmS5G6RQBUQwPh7uZYQoQxiiFCGoAqWHxoZInTj4u5XIl7mDT6MEMliwprC3cnbqjpGXPU++92Sn63exqMORKuGCIljM3by54ZXaQ8rwQJQSBpvX5JFSASxCP9S5Ue0yilc9QgdAsEULTfRiipRzM7OerZxI8go/6rbb79d+lYmU7RqQZDQoYxoiZCFDs088NgBVncTTFnYUJqfVYfQ4S1bTLzjpmCyZ1jx3/fq+MOO1vt8VQwdFkhQOTXr+hs/iMHB2pSsID5YtYYI/RQsBwfGLHzjd+W/v5RgCZBaNQgvTrWECIFgYULRg69dQoRubM09hhxt3+e5W+nDOV0vntsxCj9bq5zvHzT+gqwxAlqhRl6YCRYA5I1h0IDhsLAiyAxJkVhNGQcDHbsZocMoqQ/JevKd73wnAPkD4Ue0GCMeRUs247CW0KFMzRJDh7oF/PD+yq/icwkbykKH9cbrTtHwk9e3pyeKg/+4LI6rnld/j6laECh0KCFaoyO1qVgyBcutYslChDLUEiJ0l8qJRQiWDijBQoSWf4jQ3s71LDOlphAh4CVYYogQCJaDlTD4MGEzQ4RAMNLQSXqgBPOBDilYYJLoDhE6kClYbtRTzdo1Sz0q1mPsaXRGlqArutw+XxuFCN2IRZaUzWlqF8hmSJYLHbrJ1pRx0EO2mh06BIBInUjWSvdBalW0aiFaMgQhWm50Rgluek9Eau3QKNSSn1UJB6cZNh1t3wRHAPjtswZ2jofnOwSqcygQrc9/7lfI56sbjWvywYJXxaolRChiyTwFV10geTYDKFgyeBSs8X7ffYISLBFBCRYASCJTdYcsRBhUlVkbOwHRNiuJ4kae5bA191hN+4oEqxnu7m48xp4GABhWCnlzGkwSC28HggXYKlBNpbhCAr8ZkjJPrFrQiNBhvND1aURDJlO5OgbxK+9ACMl96EMfiu257kBxXTlm1h/lb9i+CH8DyGyeYgp/IRf3eKfIL1zovelj3fwX07p5dqp224NoMsdw05MU7zlfDUQpSY19nyyPleUFIilJDg5SdmTbqIUjCYaXbWzfvKz79plYPU/BynnheoNXV/GDfv4Eb/5hpGtVTceWzfyxjFlhG6/ySbICEaPebbSZIX6fTNp7nBT/LG0/YuG2h/L4zGWl+1Jyeuk9ac4IYVLK/445ib2K9Dgmfw9PTnlDi0dm+7llt3P7E8mdUBDDcR3rICLt6m4ogpGefJ14fzUOcM9kH8L62CnoVALklYYAtT6xEWHHuCSNV0ay6tVDDGX5X2UXK5n4mjQLxkxEVP6+zraR95RFUyAkBoWEI0JQC0xrBqrSV9YDkgS4G3q0BZ51iqSYTQ/lBZou+Kc39Ua8x4kqpXt7zBhF95kduO+++8oO5EFI1vgll1wy/+DDhyQf8osxiWITk/hYiXUQ3W8uzr+6It6yDZ2dPLFShYKESsTL6i3VxHgSWNLnnoMcZOZf8NdhVike4YRKKp2yQcmexxAMpNf7IFsDy7llJdKLZ7cdxfEnLIGiBBkGhDCSVVDO3J0JkwzNpiBlC9soeS+Zgul9VogurDMsUMpgMSDizPASFSvJPUrzkg5cuF8tQWWSTXih1HvNcjm+AHxSonIZwn6j+hQAFQNaf3GdU37M3fwgpQFrydOS7lLlcSizCh5BIX/uyzSPMgspOote1Rs+FuF0o7LuVFxVz8uRMvgfZQbCy43kR7PaaMbncwWUmSBQAzwL/jdHhPChU75slf17xxjf52jEfwJfTNI2h2RlaAYLj1+ALVu2lG1gEGmk6x3veAce2/609EPxTWRR3PtqKNY5JBKS06la3NvgekmNwzVrDnj3m8c/PNF5XiVM7U95f0TNh1xWMRPOL5+LJv0Zc6WZhnftNrF7guKD57WvgeHnbs/hkrUaXhpSNc5d5xAAMhde6dnmp7+cwLvefRGi0crfwRMizI3wGxB7f79E91qT3O0cLOFemcxgJsOwe4zh+auVYEnuowGS3CUhwnqZjYohQgD49dij6FDjOK/nTABAUkgDoAzQA8hK9a5HWA0mzGH0q/OhhVyBKDdXyGA6Dul7sC52ou8x4iqR5mCJx65niHDXLOVGtsfY0+jHMm6brDkGi+bRFS2tb5cwoQPDnIaidEBV4v4bhxCOwBP0ZYP4eLMNRLwRBxURT9hxgbWYW/ardQiAq3XooD9KcDC/H8qqyh1OkFfyyfnz7VwpmU+E2MGUc4V352kFSYZP5+NI5/mbJ5fuRC5dYquqZiGfFFzhZ7tguJzip7MUiz8rvNX7ECyg9mT4WuBn5bBhvoLzV7W3T9b7z4ni+SvC+x08yfAPXI/OB67n1r3jTfM5gkWZ6SFUvgQL3kR3MnsAZPYAt00tSe4AQMQSD64k9yPTDNc/Sj0ESwaRYDFL9SVY5ZLcRYKVz/KdWtaIImuUtkmaGpKmhoigjJtC+FHs2gxqq1N+InS9CFYlL6xK2JPfCj3kqkmlydgREg1EsABbf0g3KW2oXJK7DFG1D3HNHtfCVi4nKBSlAwoJ50trUGT1fYG3dZMlWXJ8uWR4EeMq3yfXWoJnRmegoNC0yr9BoLI6kUjEQ67cCEK0ZBCJljg9240lrrwsN9ECUCRaMnPPwfk5HP33OJhR+KoBCBbXxgBEq5LqFUTF8sPyPoKNC8KVy1Qt2qG4tdRHy0W0zjz7pxjabyf8yhJOAxGsSomq1H7IgpTKkaFIsDKF7yHMIDx5mYL/eZX3jcwzk1CiYIkIkuQug0OwFsyzCaKbXK3umym7n0OwIoW6pc6T3lXl81xPglUrzu26FJ3K3ExtGwk/t5tZaxp3zN7sexyxPqEb4vVrhD9WOYIFoBiubUdy5UAhUWAOzvutBiEEHdG1Ve8nki0/lHOHrxZSomXk0dfXV3G/ICP3Oddeey23Qka4gipafshZKpZ0laZqpvNxjmA5UDVhiqdE0VILyfC/2mzZ0mSVHXI1kBGtuYYJHdy528S7b25vP5QfPKrjnr3tOxMGAO68/Sr098c9sw5lipaMYMngp2CVg8eqQVSwMl7CuO8o8JU/8+0MMpOwXiFCUcFyiFYlRBTmUbDEp7hLYzAaFCJsBJ7OPoB8m/tkXdL9yqr2kalZ9SRaQRUsBzlzEjmzthqeYYHtkxVuRbQSGKOwqCTHtNI+ElIlU7REiERLVLOAYD5aItEymI7e3soenkFI1s2veMUrAlnMux8ayoDhLN85MwAjAXy09s/yzHDP4ZXYc3glty6d6EE6wc/Oyc0Iy0PzkR9egD9tp9AtgGVVsGz1zD9o6NDjmdWjQ+kphCoZKf259wlQWuflx0Xwyze3tx/Kv10ax6tPDncOCmCrWZyiZejovPsn6Lz7J9i+YxL5bB6gJvSZ6orKMmZ6VCwPwaLekUgWIvQlWFlq/7lAswq6ogQnLyk98iLByg8PID88UJwVGCREaG9XfYjw0NgiHBpbxK3bPT3gSXTPmsKxhc9ndBKoCHS93NxrDRG6MaAuhBIg4bbZUIi/igUAFkwk6UzZzx1vLPdl6pJYN7jPpRJWU15WkBBh0hwp/jmwCEBD+BtUg3h0WdvmY9lgoHV62QgSOmwE0aoXyVrwpz/9CUDwoonuTsghWu49RaIFeEOHItEKCpFoAcCP3xxFTCsdvxaiZe9XY+hQfEOrkmhNZihu3dqa4sr1wl/3mLh3X0ikhKAw+Fy+n/3XbUgmS+vKES1RxZKFCGshWDJICVYZLOgmuPKUwvMoIVhuBLEWsY/j34XICFYlxAshQZFgua0cKkHspupJsOqBldGNiJBwTWKppiBGlqaxX98ReHsZwWoUZARLtmxZaVgBDIDDDNNKgslmKLcJCFERjXjtFxqJehMtneUwb17l9IogJEvbu3dvcaGc82klDGdVjAjERka0RMgULRGimgV4idbVv9SwfaSGm7HG+9ejaPXKTLSCE628CTw7Gh4jz1qgKYDaRmllsvysn3+sCwsX8oqiOXwPtxwkTBiEYMmgjhzh9xMJVhnQrH3htw5RnHdNPpjZKPP+WLWYjYoEqxx2T/MkTyRYMsgUrEYRrHrit4mfIFtlmCRM6FXn4fmdL5B+Jrq7iwRLhlpnFlYbInSQNEfq6xfRIrRzqBAALJqDYfqnDARFUPPSIEQrCMZ1AxmawooVKypuF8Qn641XXXXVL5U7+LdPWcFPmdmciMUdgvloXOLxIzx0a3q9BnHrV3h9u7r6ePuGeL+9/MjRPDYOaFi6Tv6Dkg5Zkpnr35L+PojFg0z5orOC26nwXYMWjT6G5kE7zv5NvnJzDm+8KIJ1i1Xkzr6M32bJC2pSsAAvyRIVLJFcsc4uOcGShAi5ZcpgmOBUXVHBsk/gT7CClMqRESxZiFDEtODm7law7p55EB1qHMfHzvLsF3YFy4HFTCiBvIGajyAq07Q5jlHzKI6Pn1ZcF6QAdL3c3UVyBfgrWMcQPrBCLmu9Q54yqwfR3kFW1kq0dgD87R025X6NP9z3K1xwwQVln5xAZXV+97vfeVbOBsk0lSCIohUkdChTtUQYafsCnbk4iqhKkBvyL9sjRZ0ULSkCKlqX/SgN3Wzc23Wjcds2A1f/ob3l+dPXqugp85uq932VW64XwZIhCMGSIZMH7ttb2k5KsCTwI1gyBCFYMoghwbQkRJiVlMhqBwXLwYh5uG4znlqBqBJHvzpYcZtmls8JqmC5kTdGYbXx5APGTOSNdieSCpRaS6xUgEzR8lo71Cd1JcdSWL58ecVtgihZZ/b19W06y3gTANuUS3e92vWKtRNQm6IFeFUtmWmpqGqtX3HIs11nbwqqy/39G1tGEFUJ/vH5pQS1+FKv2alH0ZL1g8LXbZSiBfCD2UMHTZy9XIXWjMJsDUAyz5AzGRZ0ta9Spx2neGbt5V7wasR2l+q45c5+e8MULADA9Ix3nY+CZa8ERmYZvvRnE995fSSQghU0yV1EEIK1L8Ef26IKR7BMSjwEiwL409SDiJMOnN5lm5HK0kTDqmA5eCj9Z5zd+aJQmZHWmidVi4JVr/AgULuCZT+jCghpz/6IMQrK9LZOfNfNSRCiIaLWln/tB1HRctQsd71KVeLHHtSs1GIm7sv+GDk9i0gkMicl60nDMJAu1HQSpzDKFK0Z3f8hEhUtGWTlOYLkaWVmeQ+aj52ymCNYAJAfqfwmBiDQ1ak1Gd6Tp+UzfXnDfKVuddZaAYUARxPtq8QBwNu+lMaNj/A/Qvyvt/LLj/3Ms1+9FCwpAhIsAFjcS/Cd15cZ2CUhQs8mNYay/QgW4FWwNEmJrmbPImwUzu96WagIVrXYmduMJzL31xwirBfmEiK0LVfa84XVQTvXLASAqDbYMIIFyGccigXBs4yvGAPIzUplyLAE4qQXkUjl38G312SMMV3XMWbtlX6esyjGct6erRaiNZT1SodBiNbuQ5UL+E5mLfziKe/sPJFosbzkcoirJOrWXA1LSwcqv81n/pjHpiPty7LGUgzfeKCNEjWp4imC/N2X9+Oqc1zrJCMxMQ10PvzTiocmZr5oPApUQbCGpvhlWYhQXOVazugM775eDxQmDBIilKlYIoKECGck5XMSun/GdL1ChBZjDSVVblBm4aH07c05WUBUS4Q2xp6H0zvO96yXlc+p5bpajHg8s2pNci8Hw5pGzXkgIYBFM4Xv0L4wrdmmz46cNg77bySBjGil6RS6FH/jZt9wIQC8+93vZg//Yi+Wad5SCjFBbu0VrL37o/5P8OIOC1R4qJZ2eAdkv4T4DSu9JmQ9gzMYz5r4+fYE/ukMm1RFe3gn7JgsdBgTfnzxXihDT/3IVKDQIYJPoT+GBkAgV1bWJhNbx0xEFOC4+RpiG72TMbCEJxTZky7xbOIxG1VU/zChSK5kTU77q0ymxfDrBzpx5UaX/F1DkjsQjGDtPriaW5YpWEEI1pRLwXo49QBipAOndp7JbTMXgtVMUEZx1NiHFdH1TT2vDLWqTGk2AY1o6HMViJYRLL9zycKGIrnam/S+WB5Lcn9uQDcnEVHnNTxkK0uE79K8kawOwke7/MKGe/XHQECwz9hkn6YMAn07SinIunHf7fKMesKJtYYOZaqWiCCKVnKyHws6tCLBAgA9KZTlCZIQL1O0GkjCiRAuefoIxe+ebW+vrE/+IYdMgPuhpaDlH4lnx03smCgzmucZcMDV2Sdn0fEIP2EkSMFnaR5WnWCNDeKydfFiYdZWEywZKhGscmgXggUABATLImuaft56YtIcR8KaKS7XwtWCECwZ6kGwGDOhm/4vLmGGaSVBqXdmfjshqg02JScuqLWDCL+wYYpO4qu//IzvcQJ9w9NPPx2Tk5OgjIEKHVM+gNwXhGiN5bxNEYmWLHQoohzR+qf7RvHIcPnZJCLRChQ6BDxEq9qi0jIVy7uRfWLa5urWqUsa/0DNCRUIFgBcdVIcrzreTjTN73IR/Hz531wkWm5ExgMURw2gYklBif1XgBMiXP3tEWTLzFKttR6hCJFglYOoYgUJEYq8qJ0IFgBkWAp/SF7XknO7MZdcqZWRE7AyahPFIIcJkvguI1iiijXXEGEJpFD37xhaBdNKQ29iWSORaKVrPLdDtCxKkaCjOPfcc333CRQuzOfzbGBgAGeYVyGi2qRACeDxsiDqDQUECR8ujPPMRQwdUkagKl5yVyl8eCiVw+qlGXS5ZkMyShDr400BA4UOgUDhQzF0GDRUKIKJ09gl371dwBgLhz8QVbzXsUyY0MFjRw3ce0DHJy8o1clklor4Wv6BtRIRqGtd975uIHf+Fdw28W0PwFq4tLis7t8FdAilk2oJE0qIeF4s+BzQaDTITEIRMoIlqljVhggdWAx4NPUA4kopXFgLyWoVwQoD6pGI/nTmQayJnYDFUT7kIjMeDUKwchaBe5L6rlkTqtBH1DNEGJo+6G8YjFEwWE1N3hfDhgwWurWFnu38woYAoNE8ntJ/hxwt1lmeW7gwFotB13Wc85HSQyUqWjJIq1a7VC1Z/UPAq2q5FS0xd6sS3KrWQCyCnUdKMVUn5ymf4AtLy0KHUlVLRADeE2iWoWw/zYJpMZz6zVkYFvNVXMKKf/h1FjdsDlFpHfd19CFYALCiV8Elq0vrnbp+uX2l58JKyDuN+EN/KP172wPcZ+r+XfY/sq5cwTrlYYkE69c7s0jp/jdrowiWDEEJloh2JFh5msVRY39L2zBXLImsRp/WWbE2IRCcYMng/p3qnYNlWommqij1BmMWsnptCdxhAWOGNFeqoed0qVnVhBClpXfoGF752sskW3sReLR+17vehb4+PgeqVqIF8OQqSGkeMXRoUQWWMDDKTEsdonUwlcO1u0eQnOz3PVcgolVj6DDQLEMJNJXgt+/ohuactw2J1n9fEccbTw1QZ6PREMlVwGu5uFvBSQvk7XcTLQCw9hXue9f9H3/oDxzBUseGAjY4IAQVy6NgAXh8SEdOCBfWYjZaK2oJET5XCBZgF5SdMsdacu562SksjS1EjNhh83JXtFaCtWu29MNajNUxRFiCpvYhonqfjfaBgljEq660EwxruuZcqblAPGdK8izKbB1EjNPDuPDCCwOdM1C4EAC74YYb8E//9E9YNvNS9KBkgOb4y6iFBDaHeMnCiWL4UPRZkZmYiqFDgDctZQC0KkOHDrrn8duIoUPAGz7kQoflBAH3GFXYhnR5r4dIwiqFDpmpYt+UBVUhWNUvEr72CB8Oz1Lsm6K4YHWLiJaETDmKldqhe9aJGEpauOy6GWz+4CCooXGTE5zJFF2r7bceY9JlfHuq/dCycXsAIetdivDOKSjLXeeb9nfFp8nCg+KeHFFDmLBeIULAP9F9LiFCNx5NPQAFHTgpfqZn20oIA8FqNepBsmIK8IupH+BNA++FStSysworzSaUkav9KS9rfgKbueV6zSK0aAYKiYGQ5iop9QKlOkAUKCQEL6zPEVQTNmSMYUv+V3h62+M44YQTnI/nFi4EgIsuugijo6O44+jXkYR3ILCEBPggKpes2LSoaskS4p1SPM7eZgAlYvehVfjZnlE8OVmqb5ia5pUvMXQIVEiIr8RrqOvP2S/tfz38Qod37THx+GHJK3ybqFrDSYYH9ofT68shVuUIFgAs7VGLBAsohZzds1XTB/zfMNkeO1RBd9ohQXok+CyhIsECpMTKQTmC9c93z2DbuFxdbhTBkiGIgiVDLdW8wkSwxsyj2Jp7zH/DBmCuXmBxlYAQgrcOfqAiwar2XEEIVj1h0azHlLKdQFkOtI1LAlk0A9NK+m/YRMgUrXLIsVksXDYPxx9/fKDtA/d0y5Ytw0te8hLcc889AFAkWt0oqS8WoyAuQieqWk7o0K1oOUTLrWrlLF7VcoiWW9UayUWxyKVoOUTLUbXcoUNH1erOr0FqqhMYLKlTqek+TtFyiJZb1coPzecULZZXAEpAYtURBpZmnKLlhA7dipbSmy+raL3/7ApJ8rJE7pDhjGUqzljWorfHADlX4jpWICaElK7r9U/ruGKDgp6o/ZnMz2zi6Y3oW1F66049bL8lda0vhQfHfzkfg2eU8q7MgpODVm15zQAhQreC9ZrjO9GXn4f0OP/o1xoirIeCBXhVLIdMuRWRdg0RutGrzENEa7+ZbU7/nKUZjBpDOLmrep8vmYJ1T3IEqwh/0zdKwXIQlXgktRM0tdd/oxCDQAPaoJxRls1yapaTm0XNabzsZS8LPHmiqm+qaRre8573VNxGVmBVVLVkeVoyVcsPo5Li0pVUrVN6FqBbjXhsHkRFS4b80PySqlUY2Fi+esIQVNESVS2iWcjoDO+7NY2yId42ULTe8ssMUhUsDxqCGq4LK1NmZu+0iaxRar9ThNxBdsZ+KBOHvYpWeo89m3Di8eMAAJNPbrSbV0E9c4NTsYJC+B4nDGqIq/7Xo5FeWCLKESw3arVqCBs0EkGP2t+Sc9cSLoyrhHsBNpiOPCRGvD7nkv2m9yTtQesgs19gn8DmhhMsykzkjdbkxNUDjDHkjdHyY0AbgBA1lDUXg6pZM9ZhXH755YGPW9Xo86//+q+glIKyEgNKIY8UeEJQK9ESIQsdiuHDIETLUbV0auHvt94BnXoZnCx0KAsfispBPYgW6SCBEuI7OyxctjHStBIgjcB7z46WkvebgQp5WEHhEC5qaPjchb1Y2GX/5iLBEpE4vBhmhu9MHILlwCFaDswJeecThGAFsWr4t/tn8cdDfGJnPWYS1sPNXQbK2s8LqxL26c9iR/7Jpp+3VoIlolftx5ldlfPhgpzLIVgOGhkedINAgab2NOVcjQGDqnS3rQUFYxZyxtHQkkSRaIlJ8BbTkaLjePnLXx74mIET351/nHjiiXjDG96A733tTqygtmRMC/HtXngHHSLJB3PChw7xWhSzO3XdxR56I3zHLybFO6HDCdesv5P6+FwxJ3ToNjFd3TvtScoXk+IDJcQv5qcAVxs6LO4nJMT7eWmZFkM6q6I3HuAhC2H4MG8yZA2gv8ZZllUjQJhQhKhiMaNEDL775CwWdqp41fKCqlm4xo6C5UYyYXfmi9eWplvvesZOlFyxwnZ2dwjNolN3edqrLbQtHUSC5SZTsUXTnnWlhvPfIzVmb+OUp6qXmzvgHyaUhQgn8vY94AzKMrVDfNF6MvMAYop/4nsYCVarUC+C1a0Bz2SeQYREcELHCZK9ShMVnO57f8r+UZd3lu41kWBNkKPcciPL5DBmAVDamqS0c/uB9vApExPhnbDhlL4Hl7/6LNxwww3iLnNPfHfQ19eHm2++GQBwWNnDfTaLLGbBJ+TJVC2AV7ZG8/6Jv0ES4rcleBXApIpH1XpkguCO8QMVzxUkIV4Ey6t1U7VEuEOH337IwHcebd+kx+8/ouP/HmtSOYg6ECwRl62L49yB/rLncOAQLAAY2bcCQIlgAcDhw8s5QjO6mVe0ioevQLBky0WUIVjPTGbxyEhGtkdDzUZFOAQLKJ8kHSRlQIYwE6wR4xASVvM8mupJsABgTWwNlkeXS/dzZ3yIhPlIxl7hR7AaDcOahkXDlXRdDdq//YmWWDfUAzmWQt6cwOtf//qq9quaZN1yyy0YGhoqMGrgkLLLd58M+EFVNvNQJFqzAaYRBSFaIjQoGM92c+tkpXhEeExLRwaRH2lMAmWl0OE/XhjBP784BqIFuFFDmKP1jxfG8MlLApQSqhbid61jHpYbizsjMAVWkJnyz+nbudlbXF3E8JO8OmCOdZbZkkeQMKGDmbyFGd2qeSahiFpmEroJlgPxcX8uEiwAyLEsDNacGqT18sUSD9OpeO9LmZfZbqEszm3pbb7nanSx56g2v60Tx6PafKhKO4c75dGtsCPNpmHRPAyaxmWXBTMhdVB1uBAABgcH8bznPQ/bHze4qbDL6XpQl+lcP+tEFnyH0gn/znxeJIKcVTruwrg31BBX+Y64U9hEDB0Ctk8LZQSMMZiMIqKoWN8/zW1Ti5+WGDoE6hs+FGcbfvtBHW86LYLBwraesjsyhCR0mDcZvv2Qjk9cXCeiJZIphdach1UpTOjg3l3AL3Yk8J0X2YntmRm+w5ua4glPNGIgkSxt44TqckapPauWHwG1Sr/hktN2AgCmd64EAAyeZk89zLnsRIha5v4qo2BxkMyIFElWPlsK/cc6snUrlyMSLNngXIlgVQoXhp1gNRP1ULDEQ3RpwG+nf4sLui/AYMRV5UC47AfSpR9QK4SFnmDbi+v66GBTQ4QOGGMwrRloan/ow1UyUGaA0mzbksR2CBO60a0tBHWpbll9BG97z+X43ve+J9u8fuFCAPjMZz6DXC7n8Ro5IoQPZ4g3LCGqWjJMGzwxG8t5M1/FjlhMjt2WiHtULacI6V+mt+DO6acBAHtm+EGoVlVLRC2hQxlkqlZMA3RXzxZI1QoJoiqQNZhdHqhaBFGnGkiwjFQHzl/aUZZgyaAbPPFgjHAECwBHsABg+OnjigQLACaf3sARLKBU0odf6X99HhpJ4YtP8E7zlQiWbBmoD8GqJ9qFYD2W+SumzfGGnqNeIUIZrpx3ZUWCJcJkjCNYQPNDhCXYjW2ngd6L9m27YU6Ezh+rEtxJ8IwxZM1RvPe97636ODWRrI997GPYtm0bvv6DD3s+GyJ7ueVDyl7PNrVARrREyGYhiUSLAbik/0RcNnCG9BiUEewU3trFHC0j7x20AxGtCuaRxX0kFg/qIp6Yvu+cKBZ1u3Jaghg7hiR0SAjB518cRyRgp+6Bz/ewslGOVAUiWJYa6LdxcM0TU8gEdMXM5vj7L2tEPfU3Dw4t5ZZz2ThmXIrY1MQgDj/L+xLJ/LlEyFSs4/s68NYNpXs1SJjw4ChvR9FIs9FawoTtQrAA4LjYaehW/cPLtaJRIcIuDchYGTyVfqq4TvZb7U7yL8ibscOzjahaNUPFAgBCFES09i2nQ6C19czIiDYfqtLtv2EIYdBZnPK843HGGXLeUAk1jbyRSATLly/HD37wA1BYnKQG2ERriOzFKDkEwCZabrKVgV78K4cstZAVrBbGcqYv2cqYclXLDU3RsDl9EEN52wxyz8w87JmZxw1+Ow+u5shWaroPqem+IsFKjc0r/jmQ5WkViZYzKFLiO6CzNPOQLTfROjBNce63CzPP9JL7uO/AW0Wdvkbih4/p+NJd/uVjOMjqDVZIbK/WpsE+biH8KqhYRqoDRqqk5nRHFcxO853F1NQ8LlSYzcWlBKt4Kka4/x8cWoqDQ0uRy5b2mRFCjw7Rcn5namhF93nfMGHhvuuJqNAKI7FMwXKrVgdHFxcJFmOEm6XrRjUzCR1YzKuCPNcJFgAoUKHBf2JATceugw8WICdYgD2JKUIiXGUOg9p/u5NGkWAZ1H4BEQnWlHEAU8YBACVi1SyCBQC6MQ7TSjXtfPUEYww5/VAxF7rdYNEcKMu2rYqYM8bwgQ98oKb21zzi3nXXXdi8eTNMyx4sTeYtCWMI5XcOBEiSF2cjikQLAA5m+HOJRqaAl2g9MSXMPGQWTKEUkOwNXVS18pnK3kiAV9WiacmAX4Oq5cwyXNVPcOf77eRTJcp/0SAKR6uJ1utOiVTOyapT+0SPKlmIjQqEShYmFMnFaweOR2+0dKyRkUUewpI1/ElekG127l3HLR/ctsGzzeiu1dyyNA+rgKmciY8+eMg3RAjAo7gBwLNT/L09kvXPrRMJVlrynhSEYIl9Q7sRLAC4P/37ouVNGCH+4nG1RIa71C6c3HmyZ597Moe45c3kGWwSCjs75MqNZhIsAIhog1AlSfvtAEII4tHlbVtvEWBAGz6vGXMSFs3BsJJ4+9vfXtMxakp8d7Bo0SIsWrQIw/s6QFmp59RIzKNuRRDn1q2mG2EJnY27RA/gnYXQoage0uV4bDmQ5RaIb3hnDtjkz6m3qEks/tf2zXDLx6064Nkm1pn1kKXuxVP8NosnucR0pUMys0gJ8BsITdy5N4KjsxQvWGeTAlnIkPgd10mGd5OaJiTIM8bw510mXrpBgyL+ODUQLJlq5c6xcsriuEkWUS0PwZLlNLnrEgLA5NAi/GDPYUSJgneuW4bOrjRGRhYVP49GdUwl/RNT82ZJzYhpBrcMACsXjGJ0eqC4vKBvxkN6OuL8S8yiDYcCJbrLQoQiydo/soRb3inkLsZViyNYcZUGUrBkBMsPbnL1VOZBxJQOHB+rXrb/W0Ct4cIOSb/p9iZUCXD/7MPoUXpwfIdNtERytZotwWbyDLeu2USqHBijoCzXtiTLohkQEoFCGqOCNhIOx2hXFYtaSfzTp96Lr3zlK5U2q2/iu4Of/exnmJycxNGp+7n1QVSt/Yo3Vi8iiKolQqZqiXBUrZ+O/BU7MkfA4GWRoqq18+Bq7Diwmj9X2v+BzR5ZwC3TTIAwVgA1aorkcWDaVfMwGmz04pQuWfiwCSoXIQQ3P2NiOjN3ghUEjCkeFYsGyEUSCZaDN6xcjDesssNoQ8N8vlK1BEu2DACHxhdxy+MB8qBGd6/0rKOml/h8b/swsmbpWfIjWDKICtZkvjEES4awukX7IUcz2JVvjrP5XCGaP2ct4LTOM7E25lVSHYgEK0xgsGBZXlPpdgGlelsqQQBg0RQMc8J/wxCCMQsdPQY+/GFv/nlQzGlUe9nLXobe3l684hWvQM7ibQ7cylY5iB5bo8qUZ5tyZqbFffI657GVsxhmdF6Nsaj958YTU3G8bdELcFKXd2ByECTBNycMUKmRgTJbluAhWjJSJa4z+eXz1ip494v4LyULHbpJVaBQItAUovWj13dgsLM21cov98rjd1Xue7u2M5JdXN6VjGBNDtnEJ6oo2JZIYWY2WBJquVymShjPeA1wJ2f5hOnth/mZsMMTAqGXECxdjyKikGIISBYmFCGqWDNlktpN16NaL4Ll9/y3ExgYyNy63IZAVLFEguVgzBiFSuzfXlSxEvDOmAyLigUACokgGlngv2FIEdH6oSjtV1gcADS1B5E2LcptWAm85jWvwZIl/i+e5TCncCEAfPnLX8Y111yDkZERDPSdBACIC7NnFMJ3ygq8T/EglnHLi6iXrPiZmPVpXkWgTyjPI9bG3ZHdgpcsWIBF0X7hXDzW9M5wy8et8vppxTt4J/bO+TPebRbxvlxKZw3u55r9c3zxDyaW9RO85wLV46UVZMahbzgRaEz4kCp4asjEjc8Y+M+X+w/yDmpybJcQLFHVcpOr0nH4/RyCBQBTeR3/+tQhfPnE07ltMjr/G8jIlW5V/l1k5Gq5cO8l817D3f4O3i5l7Sp+EDQlXmoyguUXJgS8JCttKsLn3u891zAhYDvDP519EDESxwk+ZXX+1lBLmNAvRAgAzvsqYwx/nv0dLu29Ag9keQsGkWCFiVw5yBtjiGjz2jLcZpjTAFEQaeCs1EbBojkwZrTlrEjGLHR0z+KJJ57A6tWr/TZvTLgQAD7/+c/jnHPOwSc+8Ymy22TNGW5ZNiNxHPygMKxMYFjhJUa/t9qEaSBh8jlP43m+d8+YDBnXK3dc6cC2GX6wEZPkGYB9s/3cup0HvX5aoqqVHq9e1RIHZumsroKq9YGLVLz1bAU07e04goYPmwJJWHL1PAVXnVK+wwsyW9LjbRXAJ0rqLyVg4igfAjyybyWyuRKBGohF8cUT+EG+FoI1numSkio/7Jzp991m17413LLbi+uzmw7ggdFZUOH61kKwUqbiqzXVQrAsxtq6ELoMh/Td2Jx9sNXNKAuV8M77u5MGDqbt/pQQgpf3XYk/ZJ/m9pEpWGGEpvaASF7u2wGa2getTa0PCJRQqrdBYFgzeN3rXheEYFVEXb79+eefj+9///tghUTynJUohg/zhSmzItECUCRazv9FoiVDkPCBQ7T0wlRikWi5sTq2HjESx0MT/KXYNOVVC4IQLREi0cqVqzXnQqDwkkmwqJfg/j0MQwkKqIU/F/yIVlNsH8rsO69DwfI+BVMZr1Ima5OoYjmEqiKxEo4jI1iiiuUQLLdy5cBNtH55ZB+empkpf+464ojrvttUsFRwEy3dUjGWKr0pmmWIpEO0PnbSUpzYwYdOguRhlQsT8tvMPUwomzX4XCBcSyKrsDF2Wt2PWw8Vy8+27lD+AG5M/JFbF/YQoQPGTCgkCiKZ4BR2UGaAsnxbzipkzAIhGlS1+hfJVoMxC6Y1i8997nNzPtacw4UOXvOa1+D5z38+vvzvP/KeRHiD6ND6fU84CL4I6QxGcQI9qbg8SWYxn/nLpx1K6dxZanlmIwLAU9l7sCy6Ciuja8GYN6TozEZ0kLNUnDivVEqHMoITVh/gtmGMIN7B79e1gM85E0OHVjYGbcDl42KSYmjQASH88jfuNnHxqghOW1b4npa3I6H5CODejxF+GTWGDqnCrxOXnXUuMEqK5/rs7Vmct1LDlSdGPNt42i9AGhZ0fQdmKp7vJJKszGQfIrFSuHbs8BIowj4zsz2IRUvbTKd6EI8Y2DI7jYXROBbFO5CTuLq7IQsR1qJgjWS9xH9ND++gPCCEDfOm5gltH54BDMqwrNM+3r6RJVBd3zuoguVGosYQoZ2nVNrXz5ahncOFSWsGERJDXAkeIq+EWshVhBBoYiUqwsc67s0cwSrGv2Q8wR4FYxYiqq2oJIwj6IuU+ugwkisHpjVrt70NjUgtmi2E29qvlI5pzYIyA9E2zMfSjXF88EPvwLe+9a2gu5R9GutGsjZv3ozTTjsNmzZtwsUXvEHSArVwIFu16gxw4R2iNYNRAPCQLABFouUoXLK8LYdoObMTRaIVU2w53H0pHKLlvEE/f9AmTLnCQC2SLABFouUMsiLJAsoTLaswW8tDsgBfosUYA81r9hRZgWQVCYpIssR1qJJoOeSpkg2EhGCJ5xHXOYqVEjP49ruPUy7vSiBZ7uPKCJYDh2iNHbbVHIdoOYntIskCgJimI2OZUBmfIB80TFgtZATLQTmilXclvjtEa3q6H78dOgpoObxx1VLsKyhYx0hW4/FsbhN6lXlYHl3nv3EA1EqyABSJlnMMkWQBKBKtzeQZUGYWc2sThv15u5CsdkW71fqToR2/A6U6evpz2L59OwYHAxPExuVkOTj11FPxhje8AT/4wQ+knzMhBytjTiJjegsruzGJI9zydmUbtit8JfcJws9qZIX/3BCtH9yzEQEgT4FnM89iT75UY0ucjfj4ZByPT5YGumenB/HsNP8DbBctHrJxzsEb8A8fmlPdMKeE+Lsws1DM07ryfw1smZD4b3E7kRK5cq9zLwYNH1ZaDgDnHIwxfOKPGSTzLJB65YsqSuNUPIxwnLzE7mFXehZXb328LuebK/Yn+aTSqWxla5Erly7DlQv5gd6qcO38CJYMQQmW+//taC5aDU6MnxUKglXpGA7BcuDYMkxln4FFvdY8QLgJFmUmdJ9xJqygLIu8MdrqZtQEw5yBaaXbjmABgG5N4p//+Z+rIVgVUTclCwCmp6exdOlSmEYHopp/0rcDt6rlWD+IMxJVoRTFQrbCc5xBVpJUszDQCf/ZaI6qNWtNw6QqlsRKCke+IGOJBqen9JcIzWhOwyWLS4Uk8wXV4tS1pTJCuWwc/QMzxWVaUJt6FtuJ/dlpu929q1ydFSXQ+kuqFiuQGRLlCSMhDEMJhiW9thrnTqQ3k3ZYolJuVvG4quu4jIC48ruYpXiW7X1c61xhwPLn8hKp2/ak8eJ1EfTGSVnVyjETdZb5g3gfYmpo3PdxTEcVzT5O4shCAECkwx40pse8D9Nsiie6YmJ7Id0PhJCisuj4XUVV+3ofTdr30oLOkj9PPVQs52oowrp1LkVre6IPZ80v5cxsn7Gfx0tW7sdQNos7xoaxhF6KUwdKA9DOhE341cL3mSz8HqpL8Zw1FG5wrkXBkuVVBs25amcl65nsI9gYO3VO4cIg5Mp5QRTTHhyStSdrK50ndpfI+L0FSwYnSXmC2csase/7Gf2w/blr0BT76DCCMQsWzUFry7wgBsDOa2o3UGaPke02m9OiGejmBHK5FKLRqiwzGq9kAcC8efPw4he/GBuPW1KVYaBM1RJ9tizwSs0YOYwxcphb54QQi8f1qY8IlFStXnUeCAj2ZY8iIRT/FQ1Ot8zwN869Iwtx78hCbt3mffwb68xUP2am+rl1yZH53PLswcKstgJxMGf8Z5QwRrC0j+Dnj1PM5pjUEqKcnQOTqVAFdcshUuL/uU2dzxxlqoIaUk6petX6LphlRlgxuT3I7EGHUDnhQY+ruwtGgJIw5UAIwYPTwzic9VaVr0d4sBxkhhrOur0FRWt7wiZ3mya8vkD3HlqDDlXF+OxqAMDmQpkch2DJYBXuiVnDvv6VCFEtie7PhaT2IOhW+qA2OIFZVOBFOATLjXsFzyuHYDkwrBQoy7UdwXLQjgSLMhMWTbclwbJoFgRK2xEsxih0Yxy///1vqiVYFVH36Ra//e1v0dnZiVe95uyq982Yk5ypKWUmNyvRglH8czBM9mGY7CsuT5JZDCklZQkAUsgjBaHeoesYjqFphiUxRYcBAIey3vqIbpPTLTMRPD7JPwAyovXwruO5ddOT/GAmI1qJA6WZXuZMN0e2mK7af7nSuRkjGEsAUwXBROnUQYTyPVY+Citf/sZhlmr/uYgXsxTvskC2mKVwYUdGiWcbU5jBZ7lm6R1KWLj8J2lundMebllCsJgQtrIEJczj8m4qOLp9LbdORrTGhZyktOBL5YRqM5YJnVrImxGPa7ujYhWPGcCuQVSshrJxDFXIxaIAMsK1fmyCb/umiQX4/WHekuK2Pafged0l5+7NQj1CixE8OsHfK9O6cC0ZMJKtbiahxZgnJPi3QrAAYG3sBERI7Z23W8US3gOLhZrdEK/tnXnekf23mSfw28wT3LqDBr+cMI4gZY7CHcxoF4JlF1U+0p5FlRn1pNi0CyyaactrbljTeP1Vr8Hll19e1+PWnWQpioK3ve1tuOWWW7Bn//3+O0ggusfL7B9EuIkWAEwr02W2dJ1HUMc0Nh8bomfALEidops8AI+b/CGhUsMj4wN4pJB3lSkMvE8dXs1tk5jpQ2KmNAib+SjMAgFyCIqbaAGANevKs5EoRp94kYYl3YRTECMLZz3bVSJa5SBVvPz2EQZ/SyzWzBQwpmBln4r73zVYXGfvWxjQuRJAhFsWCVapraVtZocWcCR2ePdqAEAqWSKtIyOLkEqXyI9IsErt9V7zly5YiXVd/dLtq4VDsColuIsiRa5wjXPCtU4apeWRrFw5+f8O/gzZQnH37QkNT02V7otNk/I3UMt1DcZy/gRLlh/5t4qkNYM/J2+Y0zEc0uSQKZFUueGITs4+9+hbfI9/yHiKW06bdrhZUWLFmn/tQrAAp6jyyrazP7CTxSNtaT7KGEVUG2w7d3pKdfTP0/CNb3yj7sduiHHIRz/6UXzqU5/Cu971rpqP4Ue0REULkBMtN9kS1SzAS7TGjATuzdxc9Pwqtac0WMzolFsWiRaAItFyIBItGUyBAFUkWgBYTuMUrVf+wMDTgtWYjGgBlYmT81lV5MoZgN2qlqVwKpZItBxsHzfx82fsMIZvzpVItiTJ+owSzA6VQmWiWujAXdg5le7iCJajTLlVLHHCwbiexUe23uM57lzDg+VysPzgrh+YNBSOYO1N2vfW/pT9/7fMfyviSgzbE6V93EQLAPYk+TAhYBMtN8HKlnlhdZMrBl7Bcgb+vyUVq1vpw4u6XzPn48iIlbiuUq7xfmUPAGCPUprkk8A4R7AccgXYA37eGAJjtK0IFmCXRGEIkSlzQFCWhW62X8I7YxQ544hn7Aw7GGPQzXF88YtfnFP5nHKoa+K7G+l0Gr29vfjUpz6Fb3395upb5oLMqdfx2iqXKD+ApcV/z2AUq+hxxeUMyaCXldQMszCMdcMOHVnMgEGAOLxv9GLpHjEpfqVrfHXI1yuW23k7Yzl78Hzp+p0ASrPWFi4sdWpGwXNJLNHTt9oOYzqEQut15VYwAhIzkM4zdMVcJMRt/UABfbyfO6YSKXVADgFSO722EyJIwaLBTNv7aF32Po4NhdpRIrOWLO/JnSBPCfbPmNgybuDK4+LFdW44ypY7mV1PdiLSZV+jTCFEFu8r5UeJxGpqyt4mGrFJtTuxXSkkdqfycaguny+ZqaduacXEdsoYtkxpOKHfRbzqmNheCaJ6NZaz29rl+s1TJm9osj9lt3tdj4ZRYxT3Z4egKXG8IHpCcZvt2QQ2xksTSIZy9m95Wr/dxuGMffxo4b43CkxJdY3ssnI49UK7Jr6nrARMGOhX5YRfBuc9zulihNRQ6K4LGy3EEh80bcXq4sgpAIA/5O4EAPSodsg4z+zJNE5CO1CyZJCBMQYGC5pSXmENK0wrCVXpaMu8JsZoW5qntmO7DXMa5194Cv76179CUWpue3MS393o6urC/fffj2uvvRZbt985p2MFiU2LifJTGOKWDyo7ueVZksIsSXHrHKXLIMA+/UEk6LRH6RLL9ohJ8TJVS8Qde47jlsfGvAnKYokeUdUyHVXLSVTPR9CJKL5/v4VnR8TkDPt/0QUz/GpJUng5takSHLJVPIZfQrmgRq3p1/CK9XGkdBrIpd0p3myk+WuUS/jXx9INeSgsVVCsLKrAokpZguX+/3CqHwazsG2muW9uIsGSIVWw/XDuTodgOTiSPwKL2ST1Ht1WNbZnbfV4V85WPx2CJYMu3Pfl7Bf+ltSqSpilU5iYg9WBSLBkcAiWA4dgyWAy+7etRLAAgMGE0mbhNsAe7FWlu+0IlkVzMK1k2xEVSvPQzcm2bHffPAU/+clP5kKwKqJhSpaDl770pbj//vtB6NI5e2bIFK2Yys/Ak0na7oLUCyTWD52CoaQGBQlrGN3KfKgkUpOiJcPZ83mCdsnK/dzyvHkz/DEFNQsAelfyHbXWw2/zx915nLiIYM2g2xyU//lERQsAmItwBVGzxDI3gYxMK+Bbj6WQNRg+fQFPlDzFnDM8gTMkOUxiMrujYrmRy/PbVFt7MKqaOJrsw11TO9CnxfH83tWe7YOgHioWUFKyAFvNSgneagcEkrWF7OaWF1lLIcJRdovbRL3kWXykRYuBepOsdlWyqoUfqdKFC/s43erZJmnxfUVUqH/nDguWA6UZAKTtCvzqxjgUJdZ2TumU6mAwizlw7QLGLFCmQ61TNYNmgDGGnHEEP/zh9/Dud797rodrvON7OSSTSVxwwQV43/veh8988pu1HsYDApVTuOJCkqBIthyi5dRJXMRWFz8ziJ3c3kf7AQA5YpMMYuVAmYkOl8TfjRhnC7FE68KoWQrdrYrZ4SK3wuUmYG6idaCQH/OOE22VbdOQTQAvPcl+I52dLXVsCxfZMyazGfvhW3T8PkzsWVn8fPHp9jHMZAemshSUAUuWp4vkicRcBK+gFukF13PHTsEhSmauRKBiA7aq4Q4nigRLBFFYIHd397JJGVjBRNMJAwIltUqL67xLe8FNPzPlXpfHaKH24MCAnYvnzruKFpzbE2l7sIlp9jVx8q7cTvp+pXHmEhZcXGi7M3NQ9LuqhHJhQgdHXbUgl3ba296VshP11hdC6E9gM3RrFpTm0BtdDQCYLQzIG3AGAOCQsgsAcCK1w05byJPF474kch6eMA8Wl8+KrOLygmKFJjnrxHBXgPeRsmhXkrUl+wiWR9dhnsqr1uI1cZMnlRBPSPAvRqnA9EXq+QC8BEskVwBgUPuZ6tLs8wchWA7aLRcLQHECUDuZYTJmAlDaTg2yaAaERNrOskE3J3HZ5Rfhtttuq8d90vxwoYOenh7ceuut+PjHP45///LfN+w8YqK8GD6kQshxlBzAKDnArUsoM9zyLKYxC74Mjohhk48PHsxXjhc+NhHBYxP8zfjTZ/nw4Z3bTpHu6xAsABjdwVsRjDxVOsZ3Hsvgr/v5WZEsHwETLA6igwnOALScz5U7hFhtOLFcYjoTktc1heB3e9N4ZChXJFbucKCb+AFyBcuNqal5HgVL16NFggXAY7vgEKsgtQdL+zB86/DdyFmVHffdilU59aoRQUeHYAHAHlcIXSWx4lvnrGtQ3o0niwQLAJ5V/GelbTIOeta5SZfFeGUmSOjruYZFkRXoILyS5HdNRLVKhmoIloOgBIsxE0YbuqVbVhqUZduKYAGASdMwLflEpTCDMbPtLBssli6AUgAAYLxJREFUK43FS7rxox/9qOH3SVMo8/r16/HBD34Q3/3ud+v2Y8jytGREyz0rUSRaADxEy5271aMuQZ+2EnlaSqhOIQ9LGA5NYflgPs2RLzFvCwDuGOYv/b88ypuXikRrbHQhntyzgVuXTfOSskO0/uWSblx1Uhypfd4QUH6Yn/WoxHhyIBKi/FQvslOVJXdTIA1irhRQyqMqtw2jBL1RBZ0RUvYYIo7sWc0tOypWxbYK4cdyRKsS3CoWIQQvnncclCof1FrChIfSfFtHc5VzZYYy3qM+RG0lRFVskjVp7PNsI+Ke7LXc8p0uNUWGB41dFT8HghGI5woZY4yhi8znnN5l39/vmvxFuO5/Ne7yPXetBMuGAlVpPyNPEAVNGtrqiojah0hhQle7gBaKV6ttNDGCMhN5cxzXX389Fizw5kPXGw0PF7rx2te+Fn/961+RTfVDVRubTOmED/NWKbndnb8lk8AHsLRYjBoAFrFVMFke+/P3YnX8BSBEQTft5mZPqVBAXcuasFwunDhjlAjfxh4Ne5Il5e1VK2wVatiVW3RSX+kN54z1dj6N7rJ86OjKwHAtPxPbhr/sBL50gR3q7Fphhxv1qVIIkmj8IEzzEeRmSp9HOnMwXMpVRyF06CZdHYMzHMnSOnKeZTdhinRlPctAaYZg1qTQOrPQcqXfKtZTKHjsImpjw6UwIGCHB0Xlyq1adUR0JHOl82qFmYpu0iUqVk7elYMFnWlpmNBkFLNmFgMR+YA017yruEo5grUwbrfdTbL2CTlXcUXBJlaapt/JejBGSzmAUdKJscyj6IiuBiEEkUIOyGy2RJAWdJ2BsXSpPuNg52lgrtYPkOWYYqXE6RdqFwAANtHSMc5WN2KvPlNcXhft55LkowqpSKbE0GLYw4Xu7+K0PWVl8ZfUDbis552IKqRiSFAlwD3mQ77nMWipT+lRF2MkUwrndsWWFrbx5nRWCwK1rRQh2z6AtFWbASBvjLUdWWGMIm8MIRZZ2jYhTseS5Mtf+Vd89rOfreehW5eT5cbY2BhOPfVUXH311fjXz32vHoesCDFRXkySB8rnbrkxwEqKUDfzHoMI11fxWQaAPtfDJLs9z57P7+MmWQ5OXsGHaTStNNAmdBOxBaNY2l36fu5cJ8BLsgAgMxq85iRgEzE/+BWdjnRliyTrkw8O4eIl3XjF6spGfCLJksFNsgC5JYMbsrBgkNyrbakhPJTYh/ctu1D6ebUkyy/vCvA+kCLJAoCtpKTKpqwJz+d5K8kNRtk8P9NMphYPdD5P2mYHPQr/ZjhoLfRsszrC/7aqz4DoJlrtRLLs5UL+IWNlB373Pvdb1REsB+k8P5s6GilfJikodHMcUXUAilJ7+almw7ASYMxE1FUPtx1AmVEgtO1DVhy0E6HVzQm85NLz8Ic//KHeswnDQbIA4ODBgzjppJPwhje8ATf84t56HdYX5RLlHaVL9N1yfGScEGMqfxAD6iqYmj3graQbi8dKK3ZosJvag7pV2CcCrbBcGlYjULnw4qDSiWnXG+dgIaTgbHFugWwdStvnvWypndA945oNd+G6Xdg9vAwAcIKLeI0mFdw9NoF/uLjgDVUohDy4xh5M8y7VKj4/gdxEafCjBULiGKRqMV26bBTK4XQO2KFadyJ650ACulu1KiR8O+uiBdKXTxXcpFUKizJYLsUpEs9jdKgUBly01M45cdY5yeozKfu79Hfbod3JWbsdMsUK4MveLOtJcOucgs6NSG53u6YTwrjwJCGMMxTtKpBgkWT5ESw3uXIgkqy0MQpK84hoPVBIBJl8qQ4oARFMHAl31oHOUwEAU5nN3PJ0ZhsAYGX3CwAASVoKTa1mJ2FSLZW7OlOxQ98HDPvar4v2A0BR9XKWRdXricwDiJEObIyd4VGFHK8oZ53fsrOu3scQ1akUnYDOckjAvs/Xa/aLjKNYOQnst+duK+7TFVmAtDHOLQPAVMYujdMTXw+gMeSqHRPd3ahEaMMIw0pAU3rahmABgGHOAGCIaHO/35oF05rFytV9ePTRRzEwUJ2YEACtS3wXsWrVKrz3ve/FLbfcgqe3/Klp5xXfymWO8u5kecdHxkFndBnyqsvlXdnFJQgDQErhfbeMAG7Dk8Jb6aQg8T8ywQ+pfxry3tQP7C0Rvu2HV2H74VUAAE0hGMrmMLR3RZFgAcDk/uW+7VJU/nq5S/84y264yVW5dWKyup7uKBIsAKCWAlUh+PmecTw1KZ9A4CZcDhyCJf4b8FevAJtcuUlXkDqDIh5O7MNDU/wkCXfdwSAhQlk+mB/BCgIZwbJhwbQCGLtJzuoQLOffDsECgEOpezzbuwmWA4dgATa5cocV3f+uBm5yo1PmWa60fT2P4YbBdBw0S99/jznFhQSDqFdAiWABQDK3x0Ow6gnLSsMKdG+EBxbNFDym2odgMcYKswrbp80AoKl90Nqo7I9Fc+jtZ7jtttsaQbAqoiXU+Rvf+Ab+8z//E6effjosyz/c1CiIRMudvwXYRMtJnFeIBsp0zOS2c1KpSLRE01ORaBmwikpXOYy4Eu0BOdH6+cHKP92jezeiW9PwoQ1rMJTNYdu+1dznItFyq1gOxEE/LxRxDkK0RLjJHgDowjGppWBdTxyDMfttetfu9Z5j7NhVmgDAGAEV2ikSrf0zc3+oRJIkhgD7tQ7E1FjZzwFexQKArI+paLpMfUY3fpvexi0/xh7x3ceBonSCkAgy+QPcer9SJG6CVQ4HU5WTsoPkHT1m8c+WSGbE5V35Gd9j+hGibIBs+2f1yjPuxAT1rTiAfm11xX3cKhbgvcZuglUOdVWxiGr/tREINJA2shGw3fTt0Ga7EEM7p2kYQPs4u1NmQjdGcO211+LEE09s+vmbHi50Y8OGDVi0aBHuvvtu9Pec4L9Dg+HO4XLyt9zEK672QbcSiBQ+00iMm7G4ACsxiaPF5eW0IOkrpTfCHtoD6hqyVagc6YpA44jZQsUmDI7idUqXnXS+J22T07etso/18IStCP3dSjvEMFsIJzLG8M2h3+CDyy7E4pjd7hPX7MfuQ6uK5zj91GeQcNVa7FtgKzKWWQobWHqEI1mxeB6Gy8BU0yzkXEny8UKulnudqrnCtV2FZHYXGYnG8xgdsp3tp3Qd8wemMTO2ptSurhSmXQRqXneSW3bK41hCzcXDLpVqRU+CWw7STbgJlrO9m0Qt7shhKBuHTg1EiAaVkIphQQe5Qq5avOAbdjjjDhXyhqIEwF5XWHBtt8YRrJOZPbPUTbJSemkSR2fEngCRyO4ofRelExadcX0r5/6vfQYwgcaRtIHOUzmVa2X3CzxhRAA4QErbuPO6nLDiHtO+J4f1p7BInQdFXV3cxgm/uZUxN8QcsHIQk9adczrnEJfd7XLWiSHA+62HkMofRDyyAKuVM7BDL6VIdEftvEL39XFfu1jEzgW1B7USFMLP1K13iNAeE1jbDKIAimpQOxWDpjQPw5pCLFL/enmNhEVzbZOgzxjF8Sf14/Wvf329E91FhCdc6Mb27dsRj8exatUqGIYdJrNoDoxZYIzCKoTOKDNAmeH6nBY+z0k+zxY+t0qfU70YCrQ/Z7ZDLc1LPs/YTrDmDLLGZOHzPFjRDoIib04ib0whZ80AAEwrDcoMjLED0AvqmEXzOIAtOKLsQdaagsV0UGYhadkDX54mkaOzsGAhZY3DYgYsZmDasjvUHJ1FniYxRpOYtoZBmQmT5fFwch/2pHPI0BnkaAo/P6jg/+0bgcUs5GgWP9zH8JtDC3AkN41pI2NbDPSejYXRLkzpWezPzODZ/WuwLzODaSMHyhiuvc/u7EezOnbNZpAYH8DmiRymciZ0i+KhkTTyuRiGMnnsnbV/k8eGDCR0EzmT4vHxJExTxeF0DgdS9ucPHTEwORtB2rTw5JStzB1I5XA4bV/z+w9amJmNI6Gb2Dxlk9DdiRxGcvZv9rWdO3D7HoaEoWNXyr7OT49TTOj28Z9IjGEy2Y0pPYe9afua707NYjyngzKGJxN2eOaZqQiO5Ow8tgPZCWyfjsGkFnak7dyucSOFoYICsi87jrSVh05N7Ezbv9OYnsRo3p50sCczhoxlIGMZOJCz958wEtg6a+en/c+RGzFuzCBt5XE47+w/jWkjVTj+UZjMQtrK4Wh+vPD5JMb0DA5nNBzOHwZjDBkrg4PZycLxJ5CxMqCMYdI6Urg30tg8W5gtas3CYga2YDseNO8s3Hu669nQwRhFWh+HWXhhYIX/LOqQElb4M2ETLGfZ/ZlsnfdzmySUPjes2eL5GCgOpe6BSTOgzABjDLvpwzhAtoFSHWbhec9bs7AK7X7QeBR7zCnoNI1cob3D5kTheTKRtsawx5zCzvwR5Kj9O7mfp5Q1jgNGAik6g3Th8wlzCBYzobM8pgrPY9KaRragIE+YR7HLGIfJ8shQm0Rt1fcVE86T1gh2G5PYbhxFltr3VpZO46/GvWCMwbBmcb/1EO417oFJs+iILAJjFIfYVjDGQAupCBbVMZXZUriKtDBruXTt8sZR5A0nJFggPugoEAp7ANE0+8WJuvrFYr/GjOK29ufefo8xEwrRiv0eYyYsmkLeGC72e4wxWIXvTpkJSvXC/vlCX81cfXXp82b25YY1C9OalfbljJmu7xyO70SpCQaGqLa4pvGpFd/JtJLQzWmoSrwhY269vxOlJvLGCM466yx85jOfQavQUpKlaRp+8IMfYHZ2Fi98yckAAMtKFry0aNGYjdIcaOFCmtYsGCwwWK7Ps6CFH9de5/zg9qBisWzxxzOtBAAGygyYzuc0DcZ0MFjQC+Z7lOkwaco+D02CMvvHy+hDUEgMDBSGlUDWnEHemoJF82CgSBu2kmXSFPQCCZs1D8FkOVBm4IC1CUeUPUjTCaSo3cEfpk/DZDmYLIdJaw/SShopOoo0tXNpdhlPwYIOg2Uwae7FLMlgmO5DitmfHzW3wmImktYs9udte4efHhrD4QK5+OPkNlyz5whuGdmOh2fsgfqPIxM4kkvCYgw3j+zCjsOrsHM2g3tG7X1++GgU921dgpzF8MNtkzg8vAR374viwTF7oPv1oQlsOdSPWcPCdXvHkU13YtN4Fo9N2L/JzQfHMJZmmMwbuOWgTQjuOazjqUn7mv9i7xiShonRrIFfH7Cv+Q1PdePhEVtFyVOK8+fPx1Aujbsn7Wv68PQoNk3YD+aNR3eDMoZNEwQPTNkD0f1TQ3hyisFiDDcN2dfhSH4am1P2d340sR/jRgo6s3DHpK0e7M9OYkvK3v+Bmb2YMbKYNU38ZdpWfPZkxvDojN2+e6d3IWnlsCfF8HjS/nxv9igO5uzvtzK2CB1KDAkrjadSdqhrd/YwdqYnMaWreGD2GZjMwpSZwIMztj/VruxBjBmTYACezjwBCooZaxo7s3sBAPvyezBjTWPLbAZ79KcAAEk6ifGC43rGHLM7MVCk9aOF+zkDw5q1O0KagU2cKFK6Y+FAC39OQrubMKHMOvFzB7Ti58n8Htc6CgYTujkDi+YBMCTzezCV2QyT5WAUXlAy5jBMmgWDhVn9ILZkfoUsnUKqYLQ5ae2GwbKwYGDS3I0j2ME9T5PWHu55MomFbfouTBX2369vxS5zFDmawmHDDu9v03dgxrKJ715jM45iB3SaQsK0zVz36g8gx2YAAOPGdmzJ/gp5msRsgfgmzMOYye4AwJAzxjCd2YaZ3E7ohXQDw0pgJrsVACv2S4ncs65rZQFFFUt2zWlxmRXqqapqFKwwqJg0aX/GTFjUfmmhNFvst+x+0fncGbSyhcHSLCQyO8TMQCyyFCZNFwdS53PG9OLxTZoqfE4L/ardVzs1MZvZlztJ2E5f7m4zZYarzeH4TqY1DcOcAiEk8PjU6u8EKMXvUa8xt1HfyTRnYZgTePllL8R3v/vdloZjWxoudOBYO6xduxZPPzHqv0OTIM5IdIcTGaMAywGkg/sBRZsIjcS4JHpn1qKD5XQ9hpXSjMAldBUXXuyiXaCuci8RpsEgfM5ML+tECvbNdVrXPIzn+HDPG1an8cikgiiJIqpEcNGiMYxmSu1c3jML3ZUgfvyKgzg8yieYK642rFgyjOExfmr+QC8fqolEDBiuYsyRiIGMq+h1T08KB44u4/ZxG4Mu6pvBt7cnEFc0XDzPNmq1BCuIJT2zOJgohUrcZXEAb2jQDwoAQwg1RhTKJbCLYT+VsGJoMG3lsCWzG2f3lIxkFQBTeunaDkQtLiwI8A8XAZAWUqL2Zfi8xU5Fw1Mo5exESByTeslUtEObh1nBjsEsEH77HO7Zg1ahlY3thMQwImCHEt25RwT8dVnZ/QIuif6UztfimcyNxW1P6XwtjqAU/hRnMAJAHy3lAIohP9m6NeoAl4i+HMdzIb7jo5dgS+ZXZb/nvM6ThPAfA6ADrr4jqi2G7lssWrCBaUCIkD9+6dob5gw0tbdtwoWGOQNC1Laqr+iYcrdDeJMxBpPOQlN62yZ3TDencNrp63D33Xeju9tru9QAhDNc6GDhwoW45pprsHnzZlz706+0ujlFiDMS+WUCg2Z8k4TFWYri8hFlD7fszk0B7HyuI6SUACwSLADYrZQGmqfT09jF+ByOGw90oVvtQp7lcX/iEXx/53zu8yNJ3tF9x+FVqITDw0uwc8Lrf+TGn7bxfkpuwgUAyWTlG3800Y9Tupfged1e13oHfgntIsESCZQI2QzAw5nKzvPu3KsIUTGRN7iJEeIxD6QrT48P8jZzn/lnbtlgPAmbyniLBfPncJ9FRTNmNsmeE78EejF5XiQ34vJT2ZsqHk8kWADw69n/45bFmX5uEgegSPLKQfxOtoceP5DOlWA1EnYytqNytgdUtRtK2+QIsWK0pB0Ilg0KtFHZHMOcweo1g/j973/fLIJVEaFQshw888wzOPfcc/HqV78av/nVo804Zc1wVC2L5cGYAVXpKGt+6iTPy1QuoES8YqQbeVZKtF9AVgMAJlFSJZazjRgldghjEbMLRDvLgFcJ20jspMrDNAHKLKyIj4PoG4tvJK9eYQ/QW2fsjvxFS8exf7ZETk6ebysDI6kSEVvak8DeaVshOK7w+XYX6bpg7W7ctcueyPCSjSXX8Yf32UnMZ63cj6eOlIjcyt4ZAMDOKZv8re5NYG+iHwAwYcxCU2exvnM+JnKljnReNI9cwTzUUdncswxVhRZJVUSxqY6bZEUUimEXgVrSmeWWF8bzGHEl+quFc5gFNc0xyHRIlHPkSV0FZRSDMXv7IwXVqluzl2cNVxsJkHJVNeqKAFtnS4RpbWccv87cXVw+FedhE/1LcblHs9XG6cLsQFWJIquXJl5oar/dZsuZDSdLbHce7fAMqm7Vy1G3SiSNQnw3lPl0iQoYUCJlfssAr0hFNPu+dJMjUZkT21n6vNrrG5xg1UvNEpPe20WtAOx8H7s4cXt4e9k5REmoSk9bXGeLZqCQWNsQQtOaxeKlHbjvvvuwalVlsaDOCI8ZqR8+97nP4dvf/jZuvfVWXHnFB5p12pphJ9jlijWnZESrXGkfwBtOlMHdgbhJlgwiyQKADsZ31HE6i351ESLEtmB49YpckWQBwJpuvrj0yfPHOJKVNb0dmluxcZMsB10uN3qRZMmO6ShE29NHMGUk8arFaziS1SH4eCmElSVZMogkSwZRhVIJK5IsABD7SAXAptkj2JJ5FlcOXIa06X3u3A4CIskCgP3Z8iQL8Lp9m4IFiu6pTSe+gaoIO8kSwRMakdZ6ZzA2An6KtSwc6uzpbOGP6hSsuZIsGTHJ6UOIaANtM3vMMKehKB1t0V7GTFBmtkVbHRjmNFSlC4oS9d+4xTCtJOYv1HDPPfdgw4YN/jvUF+1DsgDgvvvuw4tf/GJ8/OMfx3e+dWszT10zLJqDQqIgRPEQLTcYrKLbvAx5K+UhYnkrVXSkB+xZFDFS2ibPUtyygRwGUfLBmsEolrCSFcIu4248X7sIvaqtRj3KnsRbe88qfn7PzAzetZzv4OfHS4P5rYd6cdlSfrB3E5LtCXvf1V0lsnY4E8XxvaV9DqQ7sK6nRAaPZjowEC0xjoShodtl+aBTiqirDILJCHq08gPf/lQHVnWXr902nI0jQirf1rOGiu5IqQ2TeRUD0dLy4YyGlV2lNhxKa+jQnIoBKsZzBJ3COOYmWZuSCZzUwd8LbpK1if6lWFPQgUiyMvnDiGolywN/kiUDQ5hJFg8vyQK8+VxuMJi+nwc5Rm0Iem2927SCZLVT7b/2U93sZPJ2cEm3Z/ZZbVNSybRSmDcI3HXXXTj55JNb0YT2IlkAcPXVV+PHP/4xbr75Zrzy8vc3+/RVQzcnoSpd3FuKQ7ZkNeAAeRFrN2ReXSIBE0OMMdINA6WBehDLuaLXS9gaDJG9hankOs5Xz8OjrFRc9q29Z+GemZni8ruWd+LBcf4txu0n5JCtmw65i1mXSKZDtA5nSseIu5zzHaJ11KUqqS7y061Z2JsdwR1Tm/GBpS8HYKtWpku16tFMJF1KWI9mYn+qdLxV3VlueU13FsOuZPYIYTC43CqGWaP0HbojFibzPHF2q1QO0TpUyLcaNYahWwQLInY4zyFaaZdq1aHZJAtAkWj9JisPDTpEK+MqsxJRu7hSOFFtgZDrIypW5WDP+hPzhsILOckC5CE8v2VAFuKTf149nGvrN7Gg9QoWUAi9QWmbgTWnH0VUW9AWKotdm1BrG1Jo0Uyh7Fb4CaFppdA/wPDHP/4RZ57Zspqm7UeyAJuVvvSlL8VXvvIVfPnff9SKJlQFm7hkoQgzDv1QSfnynMNHCQO8nagKPunctp9IImMMoy++ESIcE1UHG2P93LJoip00+cHcTbIA4IHpFC4ZKJFDN8kqrXMZtAoKE2UMmpJH3NWZ+pWpmcjx31ncXtYGN7KC23peOIAsFOjgYP4ADAosj64urpM9ZtuypRmZu/Gk53O3apXJH0ZE4xP9DU8idy3JqeEPF/IoT7LCCT8la24Ei7HqnLcr5S6ZVgqEqFCVymH0sMCeoaeEnrg4LulRbX7oCaEzhqlK8yZbzAWmlcTAfAW33347Tj311FY2JdyzC8vhJS95Cf7zP/8TX//610M167A8GEzL9qup/QhWxVmNBKpvOSCnFJCDlBBCSpuTiKg96I1tAGMUKZOf9r6D8jOsfpv9I7f8hLkflfD4tDfH7N6pUhufmuKvz96kgm0zpc5/60wEW2dKJOnZRBSbpqK4ZexB0AJb2TrDv23vSfLLSYEkZQVSNJ3nPx/OCgWkM/z2Ezlxf/47HM2UfqNVsdWIWMtAWYmZPZXj6wfemrmDW9aF39CtWjlwkyqjprCgDM73asl71HMcla+pQrrmNHOQMe+rhmxdsGMxaGp3WxAsxih0YxztQrAAIBZZEnqCZcOCaSURUHxpKUxrFoMLVNx5552tJlgVEWoly8F9992HSy65BP/93/+Nf/3c91rZlEBgjIKyfE0dlsybq9JyXO3zhBPdyx1av4d0uWGYY1CU7rIhguOV8z2ka7FWSmo/U1vjUbIytBReef68GB6Y5gnEQrU0sJw+QLA3yRMexdVvntxvYOtMBIwx7Nd3YnV0A86db+KZAsk6uT/vIVjre/LYn7LX9WjUozp1aIwjXTnRf6vDwp7Z8uri/DjDEdfcgozFD2zLOlX8aepu9KuLsEzbiCMFE8vid47P50iWSXlSGlW7OZIlKlYRbUAgWUFDg+XgTNkP94Blo52ULMfU1dtWhZQKkFOWqUnBKgeZsuU3+84oVLMQ1dIwwnYmz0ATUifCCKdodSyyqNVN8YVFs1BIPPTEFbDNfRcuiuGuu+7C8ccf3+rmAO0aLnTjzjvvxDve8Q5cddVV+L/v/77VzakISnWYVgLRyAL/jesEv2T7cp8zZgGkchKpGJJwkywAGDa24ZLIZcVlN8kCgDz4KXRukgUAvRG+bUqFZ3zcGAa1BrCqq0Ss4sJX25s0sbG3NKgowu27Y9bC8b2lnUSSdSBlYkGs/KA0njfRo5X2F0nWPjqOpeiBhigIIR6Stdt8GJqL1IokK6sf5Qa7+oQFnytoJ5JVHm6S5YdqCBZQG8myxwEa+qn6dvkWoy3yxkpjaztcVwbdHEdEmwclxEW27bJV01i1egB33HEH1q5d2+omOWjPcKEbl156KX7729/iW9/6Fj744b8LtZypKFFEIwsKZU0q2zM0ArKQY7nPCVFBqQ7dLCXHO7W3ymHYqDxd/pB6pOLnw0JobE8uiT25ZHF5KMdbSIzmDIzmbKK2O78VWZbkPt+bNLE3WT45eceshR2z5a/HgVTlxObxfOXPDcm9GCExDFt7kKNp7KfefCs3sXJq9nHH5IhVo0mVk6B9DPUFhez9tBqCBfCkqhEEi1IdlGZCTwQAgDGjUEIo3HDysBis0F9Xu96ghVhkYfgJljmBU563Gg8++GCYCFZFtI2S5eDo0aO44ooroOs6Hn/8cSwcDG8s1rTSACxoaq/vtvWCGE4MArs4p1HMGXB35IQoFTv2JZGTPKRrUbSkdK20lnuULMs1oC9RuzFmlRK818d7MJIvkSxVeEFYFI9gLGeAgUIhquctYV2PVpFwHd+rcoRLXBaxIKZVJFk9moqEK1x6mJVyr6aMPdigHYen2FPFdaJqJRKs1qhW7ZT83k5Klve6VkOwIlrwklCAl2AFNeikNA/K9NCXpWk3ywZKdRASCX2bDXMGihILdT4eYwxXXHkGJicn8Zvf/Aa9vc0bUwOi/ZUsB8uWLcNvfvMbHD58GFdddVXNiZ7NgKZ2QVN77emwzPDfoQ6olmABACEEihKFYU7Dohmus/a7vkFUrWese8p+/vv0tdyyW9ECgBHwSf6jOQPb9Mew33gaADAu+EaJBMsUXiK2JvjPRYIlbi8SrPutv3LLv83yoes9xsPFfw9E1uP+7O851dXtyA7IEthbgWPJ7/XH3AhWtai1zqBNXKKhJ1gAYFiTxQLGYYZppWBas1CUaKgJFqU6LJpFROsPOcGykDeGwJht0xBCglURbUeyAGD16tWYmJhAT08PKBnCg4/c0uomVYRd2T78eTSq0gmlUOqHEKXmjntU3178c+AmWlute4p/APBY7gY8lruh+Pkm9iA2sQeLyyNIFMnWFMtggXYcetWS9cQ4zRTJVp7R4p8DkzGOPLmXnX+Lnzs4yCaKfw5EonWv8Sfca/ypuOwmWgwZpIVizVn9aOHPdu7niZaFknrVzHvmGMGqP+xras8iLE+wIlpf8c+9HBQyBSuwisWyXKpAmBFRB6Eq4U92V5Q4FBJ+V3cGE4zV6gHXHFCqY9lKDVd/8qO46aabEI+H/7qKaLtwoRuWZeHSSy/F3r17cd111+Hll76r1U2qCLu6fTdIiOtsMUZhWFOIqAPFznsuauGi6Akc2QJQKEBrI2/w9hFnx9+IHdhUXF5FTuE+jzI7ZyBPkxg1t2NV9Bzu816hcxPDjZWgEeJRso5ikls+RJ8p/vsi9UW420WuANuN34FhJrgQR1dsKZK5fa6tw0+8w4d2Chfa8FOwqg0LulFriNCNar22mg0nKTuqDYS877RgWNOIqIPhVrCYAUqzTU1jqQUWzaJvnomvfOUreO9739vq5vjhuRMudENVVfz1r3/FF77wBVx88cUwzHBLyXZHFt6HzwYpqFnuGn1CCZMqOmSRYImIForvOnArWgDwTOZGbnlT9hcAgAjpRK+6FI9nr+c+/2v2pxXPd2f2J2WX/5T5sefzZ7O/K3usP6Z/6An/uUFZGoQQMJYHYwzJ3O6KbWstjiW/1xd20nsjCdZcQZkB05oNNcFyoCpdCH9VAlIophz2Ph4I+zhkWrPIG6O4/vrr24FgVURbK1lu/PrXv8ZHPvIRnHrqqfj1r3+Neb0ntrpJUrTLW5mdDJv3vO2Ib721qFy0jEStmxOFY+rSz5/X+QY8k7mpuHxWx1sKpEsBAcFZHW/CplyJlL2o4x1lSdelHe8E4CVd7s/dn53Y8UoAJdLVHVvFqVId0WXF8J8IgggADQzuJPe5elvVG+U9ncKF9lCy7JI85XNy6kmu3M9jNUqWrWjkQp2PxZgFi+agqY3LZ6sHDCtRSLcI7+w8ygyY5gwi2vzQEkHGGN7z/stxxx134De/+Q1OOOEE/53Cgfb3yQqC/fv34/jjj8eFF16Ihx/YH9o3NMtKQymULQjrze7YTwQx/KuWaJUjWQ7yxlCFT8XrxWAHBQvrm/ibe/PsKpGmdpnBF/Zi0e1AshgUUvm5aRTJAoIRLbvfZ6HtIx1Qmi8mZ4cZpjULVekKrV2DM86HuWQOYybyxiguv+IluO6669DX1zqVtwY8N8OFItasWYNkMomNGzeCKcMwrHD6qahqFwBWmDERzhCNQiLQ1G6YVgqUypUlB83tqB3FRVxrryungjmfuT+XLYvbl1u2/12NEhXO35mH3NfpGPwguuUzMFbeH6/VBAsAKMsjH/KEd8oMEBINNcGyaA6WlYam9oaYYJnFF9ewEiyL5pDTj+Dz//Ip3Hbbbe1GsCriOaVkOaCU4vLLL8cTTzyBL33pS/jEx/671U2SglIdihIFY+E1rDOtFBQSqcphuRriOHdVq5RLRBAFQ+l4hETLki7xs2qXeQQJ/YVdIQLaQ20Lo5LltmnoLKoGMpU6DATLQdh9p/LGWKGeYjiJAeAYedLQttEZW5yxJmxgjMGks+jrB374wx/iVa96VaubVCv+NsKFIp544gmcc845uPDCC/HYw4dCKY0zZiFnDCEeWR7aDo8xBtOagab2BbqG9QwfViZZxTOiRLjCeQ1thL1G4DGSVT34a2WTLAOA5nmew0KwLJoDpblQK0SViGoYwJhdSNnuE8PbxpxxtDC2hOV5KYExC7o5jpNPWY+bbroJGzdu9N8pvPjbCBeKOPPMM7Fnzx4sWLAA8+bnQxk+JERFPLIMAFpSgic4HBITYMsqH+hKvj6xyFLEIksDti3s4a5wdsY85OHYY5BBRrAYGLzGw40kWNXvr4a69h9lBvJG+Vm74QADCAktwaI0XxhbwkmwKM0jpx/B+97/NjzyyCPtTrAqInxXv85YvXo1brrpJixfvhzxjiz+79ovtrpJHtgPgQXdmgplTUZCSPGt1zCnA7Wxlgc7CNkqT7gI7Ns5nJ2ejbA7q7fDNQwDeDVSIZ1QSGkii0I6ucG30QpWNSoWYxYISKgdvhUSQSyyJJQExq6fNwVAQUQNZ94QYxS6ORlK/zO7wHMCPf153HDjL/C9732vLQ1Gq8FzOlwo4sknn8TFF1+M/v5+TI1HQ3cDAvYDYloJaGp/6DoZxihMmoSm9AZq21yS+mvP1Qq7FUHYQ4ZhC8eJaHX7vOqVG3bCuwJSmMoflhChA9NKgTIdUW2gXs2qK3RzEqrSEeIcJzuHKGgf2EyEeewACgn45jhOO+143HjjjVi/fn2rm1RP/G2GC0WcccYZ2Lp1Ky644AIMLjTw9x96FdK5Pa1ulgT27xU2VYsQ++2NMR2GOR1o+1rL8/i9occiS0FIHERaviJ8HUwJYVeKwkwAWw25esUjAkCtujROxbNKnqFaCBYAaGp3aAkWAGhKT7G0V9igm1NgMBEJYR6WPVaE99m94eavo28gj8985mN4+OGHn2sEqyLC64bZIKxevRo33ngjPvKRj+Db3/424vE4LMuCqoZjdh8hCiJaf6Eo5kiBTITrwSFEhUKqm6lCiFJ3u4qoNgDdnCoSLcZy4POzwtrptFqNqQTn+oV9EkEzEew6OC9F0ci8hrWkVnIF2KF+QrRQmo9SZsK0EoVyXuG87xQSBQmh6zxjFHljGLHIktBNZmCMwjAn8dGPfhQ333wzLrzwwlY3qen4mwoXihgdHcWrX/1qPPbYY9i0aRMuOPd1rW4SB2faLWXmnDrXRsG0kgBY1TWw6mnxoJtTkuPb06rDS7LCPovPQngVt1YQVF7BKgd7ujxFRCgVNacz10nBAhzzXBbKShO2s3s2kPlxs2GYM1CUaChDmM7YEEaLBotmsWJVJ84//3x861vfek55X0lwLFwow6JFi3D//ffjwx/+MC699FKcefZSHBl+vNXNKsL20LLfUsJoWupUm682rFlNGNEJG5YLH0a1geJf6fhxENIJIIZwvh+EPQFeRTgJVrPhTXCvhGhkoGEEq9oEdxGmlQYDDSXBMq0kGFjoCBZjDIwxqEpH1cp9M8CYBd0YAWMsVASLMYr3fuAKDMxn+K//+i/89Kc/fa4TrIr4m1ay3Ni9ezdOP/10rFq1Cj/+8Y/xwovf3OomFeH8RnZSY2/oEvZ1cxIKidXcSdaz/mGpTVOF41oIV41AB2FO0A9z25qlZFVOcBcR0fpgWolCaZW5E5la6xGWg2HO2LX1QjQYOzDMGahqd+jUesNKAIyFMARnwaSpQn5suAxlLZrFshVxnH/++fjGN76BwcHBVjepWTimZPlhw4YNSCaT+PSnP43zzjsPF79wQ2jUo9JD5JSOCRfn1dQ+qEpnzderluR4vw7ZLsDtzPKKIHzvCY5dQtja5SA8HXezoZAuYdmfYAEokKu5d6n1folizEJE6w8dwWLMLNYlDBPBshUsCk3pDl3+WrHvZzRUBIsxCt0Yx/yFBN/85jfx85///G+JYFXEMZLlAiEEb3/723HXXXchFouhpz+Nd7/vslY3C4DjVTUPAEHeGAZlXsPDVkEhGghRoJtjsGi25uNUOxuxUhgRKIUSVSUKoDTAlJ+V2GyE1UA17OHMxkAhXRzBKj+D0IZ7BiFjtOCPVXuXKt77cw0R2u1iyBlDkmLmrYdThD5ssGgahjkJQtRQlTujNA/dHAUhKiLavFAQLLsaSAqDCw28/Z2vw9atW/GKV7yi1c0KFY6FCyvgne98J2677TZcccUVuOXGu6Gq4TDwo8wAgQbGdBASCU340O7IFTCYIJKyIrUdsz4leuy30zxMmhHW52puW30Q1ll8YZ0B2Zh2ieqVH0R7BtOaBYCqJ4E4kD3D9VJ3wqR4AHZ7KMtCIR2ha5fTd9kTBMJx7zNmgTHTrp8KE0rBg63VoMyAbk7guONW4fvf/z4uvvjiVjeplTgWLqwFP/nJT3D48GFMT09Dt4bx9W99KhShOoVEQAiBSZOgZYsWNx/2mx+BYU5WKKZc7THrdYsyWDSFiMpPr3c7yLdO4bJnfYULTjjzuY+5EizAJleqUltoqVEEyy5PMzrn49QfrEBKw3XPU5aFac6AEBIaggUAlOZg0XShmkDrCZbtej+Nrp40vvSlz+Hpp5/+WydYFXFMyQqIxx9/HB/+8Ifx9NNP47bbbsNr/+7DrW5SEYY5A0Ii0NTqBotGwXlztqw0FKWjATkm/upWeUWLgsHydFZ5Y4gjWM1VuMJq6RBGG4z6KVn1IFeArTRQloWqVD/xo54WDSJsxSgPVQlDaNwGpTpIIb0gLLB/v3whrzQ8ql+tFjmNhEUzWL9xACtWrMB3vvMdrF27ttVNCgvK3jTHSFYV0HUdb3zjG/Hwww9j1apVePqJQ1DV1nunUKoDRAEpGEmGYZq2XaNqCpra25C3Lz+iVY5kWTQLxnRokrpjbs+t5ocRw0i0nrskq14EC7ATuCnNQa1idm0jw4OAnb/DwEJFsABANyegKl2hqp1IaR4WTSMSEid8ykwQKGDMBEKiXlFmwDAnsWLlAlxzzTV49atfHRoyGhIcCxfWA9FoFLfeeit27NiB4eFhRDtS+Od/eRcOHnmkpe1SlCgUosGiWXvacQhACEFUGwSBBt2crHuivjtJvtyAJUuMV5UOaGofKDMqErXmhw7D+B7z3OoenMT2aghWsPI46pwIVj0S3EUw2Hk8YYGtFhmIavNDQ7AozcMwp6AosdAQLAAwzWlQliv0660lWIxRfOJTb0Zndwpf+LdP49lnn8VrXvOaYwSrChxTsuaAHTt24KUvfSnGxsZw66234nWv/kjLbz47wduASWcRraMx4lxgWulCx0oaen2qUbdMawYKiUMR3vTLO8g3A2FTs5zZj+GZYTUXJaue6pUDOz9lBBFtYaCZaI0MDzqwlRC15X2RG6aVAmNGYYZ062GPe7QYJmw1GGPQzfGCqXLrfzvG7BzWRUtiuOCCC/DVr34VK1asaGmbQo5j4cJGgTGGG2+8Ef/8z/+MoaEhMGsQWotnITLmdB4doSq3kNOHENUGoSiNLQBbDdmyc0QiXKcmEi2RZBESbxDxCpsJaNhIH1ALyaqWXAHBCJYDu5xOOAgW0LznLAjslz49FG1xYNEsTGsWsciiVjcFQKl8mkUzoZhxadEsDHMSp59xMv7nf/7nWFJ7MBwLFzYKhBC88Y1vxNNPP40rr7wSA/Mplq9S8cub/qeFbVKgKh122QVzLBQzIgEgFlkIQqKgVG9om/z8tpzBzX5bS6A0cNtwl+iJagOIRZYWZyE6IcTGhBKd/Kdw/F7t7pdVa2iwGoJFaRZ+16cR/lflwBhDLLIkNKSGwYRhTYeiD2KM2oSGxEOj8rv7aFXpbCnBolTHiy49AUuWRXHdL36Mxx577BjBqgOOkaw6obe3FzfddBN2794NSine/va34/VvvBB33f3zlrWJEBWxyDIQQpA3Ru0E+RbCnlVECp1uc9pSjnAphbZEtAUAFFDKK1NiPUSAt3uwj92onK2wGZSGqS3BUIt6VQsoM8FQKbevOeqV3RYDeWOoYcevBvYLTAYEGmKRxS1XZwCAshxMOluwaGhtCNyiOejGONdHtwqUmXjz216Inv4cXvSiF2HHjh1405veBEU5Rg/qgWNXsc7o7u7G7t27sX37dmzatAkXX3wxPvO5d8CyWpOE6jy8mtoHQiKgNO9b96/RiEUWQVFiMKxEUx2fyysKFBZNV/227ahc/DnmSrwcf6rWD0o22s8vq5bcq2rUKzc0tads8eBm2xQQaIhGFoaC0NheWLYFQathhweTUJXOlitYtsu9DoVEi9YMrfq9bBVtAh1ds5g3bx527tyJj3/844jFwqGCPlfQXr1nG2HJkiXYunUrtm/fjkcffRR58yD+9d/f17J6iKoSt72rWM6e3l2oMN9KEGgAUZveDnFmoqrEbOJHFF+FzVG43CpXLLKUm41YH6LlJJ2HARThaYscjZs5WB6mlSwQCR7lyHwjVSzTmi24qLd+ur9ppQHYL1Ot9MNy+jh7EkBrlSunj6M0C8ryIERpWUjXJldT6Oiexfve/2Zs2bIFX/3qVzFvXjgmJTzXcIxkNRjr16/H73//e9x+++3YtGkTDHoYr37duS0jWxG1D5raBUoz0M3xlrTBgaZ2QSEaDGtSOlg1Gwy2KWEtg6FfaBHwki9/MhYGRQJotVeW33WqhdTOhVw5sP2e+JlpzQwP8ueNFoqhtxa2AWoODK2vlWhaCXsWsRJt+QzCvDkCi+agqb0tKzrNGIVhTqOzJ4m3v+PVeOKJJ/Dd734Xy5Yta0l7/lZwbHZhk/HVr34Vf/nLX7Bp0yZMT6cRjyxtydueM4UZUGBYU4ioAy2UrWnh/yYA1pI3PDfppTQPq8ap3c7MRId0OTkyDhFwz0qUrRNahfDMNmzdTEP+OvGzC4vqYRU2E/UgWIyZYMzkLEBaQbCcqfaq0t3yMKFpzRZsUVo7m9miOTv/s3iPtOb5YYzCsKYRUQdgl85qjTUDYxSmlYBhJfCWt7wRX/jCF7Bhw4amt+M5jmMWDmHDN7/5TXz/+9/HzMwM1q1bh02PHoGqNt+pnTEKi6agqb1SO4Nmwg4zWC0tI+HMQGIwoCpddclfk3lvRbUBX6uIEskKg+t669zf+XJHemFdaSAPSrDqQa4c2LmNeWhqb8vUK8AZyKcQUQdDQLKSUJR4y0OWhjkDRYm1zPTU8SokJAKTzkJTeltEriwYVgL981S8/OUvx2c/+1mceOKJTW/H3wiOkayw4r777sMrX/lKxGIxvOxlL8PNN9wNVW1NKYy8MYqI2l8IPbSuw7ZoBhbNtDRJ1X77SwEAp1YoRKuZeIkql5/xacmPK4x+VY2D6ENWiWQFIVj1JFcyiPlXzQJlBgiUlucbGVYCCjSoLa6dmjfGEFH7WpjrVMi7YjlYVgrRyIIWtcOEYSXQ26fgta99LT796U9j3bp1LWnL3xCOkaywY9euXXjxi1+MiYkJfOQjH8ELX/hCvO7VH2lJWwxzBgBrmTszYxSMmfZsyBYWuHUsL+xcF+8jUK9ZmjKy5QZjBgADrQ0blsLLjSZ7lXKsGNMLxKLyQNpIYkWZAcuaKdh/AGqLwmN2YXilZcqvM3YwpgNEbSrBdMOiOSgkVlSPWvWCqJsTUEisZTlXlBl4z/teieuvvx5vfetb8clPfvKYS3vzcMyMNOzYuHEjDh8+jB07duDZZ5/FFVdcgavedBHu+MtPm94WTe2DpvYWp/i2YvafokTBYMK0Ei2bBakoUShKFIY1DYumOMXCnpXYmMFVnL1oDxydcBM9WRJ9Y2stzt3KQdbGIG0mUMsqVnOdIVgLCDRoamtnYjFmIaL1tzS0bloJmHQWihJrGcFijMG0pgFYUJTmK/CMMejGOBijiKj9UJXgNSzrBYvmcPkrT0dXTxo9PT3Yvn07vvWtbx0jWCHBMZIVMqxatQq///3vMTY2ho0bN+Kiiy7CxhN6YJhpWFZzZuy4zfoUUrB+oJmmz4hUSKRQ+oIhpw+1dEamqnSDMctD+OpBtNykSpyl6MA+r/NnQ0ZQmlvUujbUShBFoiUjV40mXfbsuSwAFaoSbYmKxZiFnDHUspcPW2mm0NQeaEqrZsqZyBvDAIBYZAlIk0keYxYsmgUhBEoh98sxW27O+RlMK42cfhRLlkVw0UUX4cCBA/iP//gPLFoUjnJBx2DjGMkKKebPn4/PfvazOHr0KD70oQ+huzcPoo3g+//3BUxMb2lKGwhRoand9gwmKw0GWiAazSU7hCiIaAMgRIFFcy04vwpCFBjWNCjLeBKd6zXQigTLTb7szrsDQBxRbYmrbXJ1KAgBC0rS+HUMgDdUVy1xKtdumc8VT5oIFCXuIVLNU7QowIyWhQgZoyBERTyyvIUTVGZhWonic9FM2BNT8gBUaOq8FihXtPBnwaK2H5imdjftOjBGcc03rsaK1Rqed9py/PKGn2L37t346Ec/iu7u5qtox+CPYzlZbQLTNHHdddfhuuuuw1/+8hd86EMfwo/+7/dNl+kNKwEwCxFtwDb6a3InZye39rck98Kdg2IPMPy1two5XO4B2KpTKSMnb0tVYmBMh6bO883lsttqJ5DzyeP+6yptA8SK176a/apVqxyvJYdoGmYClOWgKh0tCZOpSrQl97wb/3975x5nV1nd/e/ae58zM0lmMsnkQi4QLkmQJBAIAkEhWEKUFhAIWMBSelOsH1Bb+9H61gq2Fq2UqlD76scWi7a+FEERakABU0BuWkggJFAgCsRcJ5O5JHM7Z1+e94/n2WfOTCaZ29lnSFjffCbn7Gffnn3OvvzOWutZqxDuIvDrxyXvU2JCMKaUj2s8rr/EFIiTzqoPikm/dxt3VUvgV1fQJCYkijuY3Bhw1lln8clPfpKzzz573EeUKiU0JutQJwgC/vAP/5BHHnmE73//+wBEyTYS2Uac9FAMW60AAnqLWzEmIk56KYQ7AShGfQk/e4pbXOqGbgrhLjs/3F0aTddTeLNkji6GNmFpIWwmTroJvHrCeB+JiegtbqEQtrj5O4mTHoyJ6Cn+xvYv3kvohEBvuMMNew/pLW4DbOCuDbKH3uI2V3KiQG9xu5vftt8xBX4DYdxKGLfRW9xekWMyJqGnuMX1eR/FaM+gx2TdpnZ+Yor7HZPv5Yniff2OSURITLGU+DWKO4hdn4rRToyJSZICYdTi5reXfiEXwx3ul3svgiEfTCVOCkDeDRPvda8RxtjyRMYU3LTBmG4nbILSqDwreGwgvzE9ri0kzT9ltxkDeXAix5jQBRXXurYeZ9HsdW2J2wakLs10vsUDJ56M6XZ9i/frM0Bi9pWGwKd9DqNWkqTHBRTb/cRJF1Hc7ua3uCoGMUV3vsdJJ5E7d8JoN4kpYkxEMdpV+p6jeK/7HpoxJjzo9+SJRxR301N83cbhVOh6Gu65Z4+jAyHAk7qKXU8jvUeEcQciQm9xS0WOabj3iDBqo7e4xVrXvfqKHtNQ31MUd9Eb/obuwpvk/CbAVOSYhvqejDH0FLbQW9zOpIZuPvkXH+HZZ5/lRz/6EStWrFCBdYiglqxDmPXr13P77bfz4IMP8sYbb3DLLbfw2c/8E4bEWQTsiDCRwD04BRGPxERl8w0i/rDng2CIbSqDxFp0wrgNXya4VAd9861bL10/gpKVIi7rE0PMH6xPNmdTun5iinhebUWOaf8+ewecH0ZtiKTZpIc+psS5Gux8zy2b/s5J9utz3/r79zmK9+B5k/CkFnvTb0NEyPmTS8dUjPa47Ri3TxkQx2NGMT8tXu0dZH7fzT/dprhEjMYk/Qoq1+SarDiK2l3/GwCfMOoobd9aDcQddxsigQswLv9M0s8x/R6G+pyHNz/wa/udO8ada1lcTwc794wJieK95INpmVxPB5sfJ52A5/JOZXc9DdbnMOrA9+rc95TQl9V+bMc0nO8pMSFx0kXOn2KXE6nIMQ31PSVJkTjp4uhjm8jn83ziE5/g6quvpq5ufPJ+KcNCUzgczhSLRW666SbWr1/PAw88wEknncTtt9/OWWd+oCr7j5Oe0hDqxBSrOoTZZmfvJedPxpiYauYMspmlfVuDkeG5TyrlPiy/Oaf7LUat+8V1DcelOPJ9GyBiJGVcBgatG+JB+3qgwP8Ua73KPm3BwJgrm1l9H75XP35uavcQr/p+TREbC1e9OLT0Wg6jdnx/YlUTnIZxB743AcEjMWFVUsik5YiuuOo87rvvPs4//3yuv/563v3ud6vF6tBARdbbhZ/+9Kc88MAD3HXXXezZswePKa7kRvae4SQpYkyI7090Ve+rV+rDjrjaRm3uyKrflMKoDRByQeOQy1ZKZEGa0bmFnD9jyGMuF1uDZZsfrG0w8sFUCuEeoAgMPmR+sG0NloJhNIHq1RBZgwW1j1dmdWMSCuF2V4S8utEdxWgPnuSqHv82Htdy6kYM/ElEcadLS5G9sDMmtq7rZC8LFx7LtddeyzXXXMO0aeOXiFkZFSqy3m709PTw5S9/mQ0bNnDfffdx2mmn8dWvfpXfWvFBfD9ba48tRLqHXDDNxfJ4+wWJZ7NfF5wa7ibwG6qW+TlNr2CIwSTD3m+cFPd7oI9UhCUmxJNc6diH4kDWrvK2gZnpD7ReIdxDTa5pxNu3rsC3lsgaarSgdVVVeySd/U6TpFhVK5JN7pkjdf1VS+jESY+r9NA07PN5rCSuXqrgl+5ZWe83tVpd9oH3sGbNGi666CI+/OEPayD7oY2KrLczP/vZz3jkkUe44447aG5u5gtf+AJ/e+M38f3sb9w2K3WA703EmLAqDwv7kMjb4GlM1TLGx3EXCZGLixrlNkZh6bKBt71VTZBpTEIx2kk+OKKq4iMLkTW0wBofK2khbCbwG6pe8SCM2vC82qrV/rP5pmxBZ1t0O/sfR6lwTQc/VMNalyRFoqSTOXMbaGho4EMf+hBXX301U6ce3EWuHBKoyFIgjmPuvPNOnnjiCb71rW+xYMECPv3pT7Ny5UoWv+O8TPedmJBi1EJtblYpnijrB5bN7WUI/Ekli081KP9FPrbtDE9w2UDbhIExWlkzHtadSomskdYbrOax9sVCVbdMTLUtwOk1GcV7EcllLurs5xoDvnPBzszcwm5MzFdv+wzf+c53+PWvf80HP/hBrrnmGk4++eRM96tUHRVZSn+2b9/O2rVrufnmm9m4cSPXXHMNJ510En/1l/+UuTuxEO4k8BvxpIZ0BFmWJCakGDZTk5sNZC9CbLLCEHHWtLFY7wYKLd/LH1B82QSR1mpYDWwweAe+N7lqQmCsIsv38vvVnDyYyLKxWG3k/KlVO8YwaofSSNHsSa06qQU46+sxfeb0hlupzc3OfLBKOuI1TrpJku7MCzfb66Kbiy89m4ceeoj3vve9XHPNNbzvfe8jl6teAL9SVVRkKQfmzTff5Ic//CGf+cxnqK2tZfXq1fz7d+8lH2QT5NtXrb6HKN5HTW5m5paCNMajt7idfDCtKm7L1HpXExwxps+xXFSlrq3BhFb5EPrqxdF04smEqll5xiKy0s+uXGQNZcWymb27qzZi1l4baXqJ7EfKGmOcVeeIquwvTnqI4r3ums827iq9p/QWt5MLprofddn8yErLLUVxJ5Mbc5xwwglcffXVXHHFFUyZMr51LpWqoCJLGR6vvfYaN9xwAz/60Y+YPn06c+bM4brrruPaP7kxU8HVG261N3p8shQJaS6cOOkGkswfnmlQfDFqcTmOKi9GBgquMN6D79XjSXWCpW0i0urUbRuJyBpr6Rub0yuuopu5u/SjI2uMiQmjVnIuc3rW310Yd+BJ3uV1izNz05WnnShGLdTm52Qm5tIA9g9/ZDV33303Rx55JFdeeSW/+7u/q8WZ336oyFJGzsaNG7nkkkvo7u4mCALy+Tz33HMP7zrjsorftNIbYRTvJTFF8sG0TPNeJUkR66rME8UdBH52Lq/UfRD4E10C18rH2ZSX9Elj3uKkUBULUxi14PsNVRF1wxVZlagtaK0u+6jJzRjztoaiLyFqkqlFKc2mL5IjTrrwvYkZnvcJUbKPwGsgMQVE/MwEa3qvKIS78L1JpbJDWdynElPgY5+4irvuuouGhgauuuoqrrjiCubPn1/RfSmHFCqylNFjjOF73/set956K62trWzdupUVK1bw+H9vQqSm4jFcJetWcQu1+SNJM4xn82s0Jor3kgumkCQFO8opw4dcIdxJzp+SSXBxeUoIYwy94VaX16m69S2zZCiRNV6Fm8dCkthyPjYXVsaDQaogHG3JpAiRvItna8xE7KdZ+Q0JhXAHtbm5QFbCqoc47mLGEZNobGxk9erVXHHFFSxZsqSi+1IOWVRkKZXBGMOtt97K66+/zn333ceWLVu49tprWbp0KX/+8ZsrKrhS61Z5UeosRwkWoxZ8b5JN/0CSaXbttCRP4GcXpN6XZ6mA59UMO7ZrNNgRYn7mQfcDRVZWoqoawefWqlTE82oyj0+qRqqCxIQIAYnpIUkK5ILKxyIZYzBEeJJzxZprCPz6in9+NjlpD1f93vv48Y9/zLHHHsvq1au59NJLOf744yu2H+WwQUWWkg2PPfYYv/zlL7nxxhsxxnDxxRfT1tbGzx99taIWoTS2yeYrmoMhRpBMrDTlv/azclkmJgR7BCSmUHJvVBqbMXwHNblZB7UmjFVspTXcsnZPpiKrJpdtRmxjYgwmU6FtTEQhbHbfTTYCK4q78L26TK+XPldddlba8uvFns9zgMparWxx6W4uungFDz/8MMuWLWP16tVccsklGmOlDIWKLCV7tm3bxje+8Q2+/vWvkyQJEydOZNmyZdx8880sWrSISXULKrav8l/mUdyZSWyJdbn9htrcbLLKQZUkBeKkm1wwJdMRliOpvVce3zWw7WAkJsSY4qitWYNZ1wb2IYrb8SSXiZUkJYr34nkTMhNY1aiDmJ5LxaiVwJtU8dG05bm8itFuavNzKrp9u+2+UjdpUmNbLLxS2zf8/Knvs2bNGtasWcMrr7zCeeedxwUXXMCFF17I9OnZpnpQDitUZCnVpaenh0996lO8/vrrbNiwga1bt/KRj3yEZcuW8fHr/q5i2eZt5vEW8sF0EtMLUNGkhiWXZdQOGCeGKu/ayTqreKXyPR1MbBkTkZhefG90D8LhuP6K0R4EL1ORFUbtBH59ZrF5WefeyvJcKpWuilrwJE/gN1T8erAjfz08yZeu7UptPxVuv/8HF7JmzRoaGhpKouqss84inz/0YvqUtwQqspTxI45jvvvd79Lc3Mwtt9xCW1sbK1eupLW1lQ3Pb8P36ipyE7U3Z8GTWsKopaJ1yFJ3JaRJFK37oNJxINb6sMdZHyrvdrGitJl8MGNMVrODJUlNTBFP8geM+xqq/WBkKbLKY6SywJjYiYahC3qPhjjpIUl6M7GK9rnr03PfUMlUK7bYeRv5YBpx3AXiVeTHUjoaMEl6eNdZJ/Lcc8+xfPlyLrzwQi644AIdEahUChVZyluH9vZ2HnnkET760Y8yefJkdu7cyeTJk7nppps49dRTWX7apWPavnXHdBL49TZoHsj5kyv2izuNQbG/5msJ/EkV/TXfV3sxwhBX3DJnrU11mbgns05umaXISkzkKgNUPkYqzTqefvaVJIq78LwaBHtuVkokDjbwpFIxin0W4jZXpWAScdKJ700a82efmJCv3fZXPPzww6xdu5bZs2ezatUqVq1axYoVK5g0qXIuR0VxqMhS3ro88MAD3H///bS2tpaS+p199tkA3HvPU2O6qacBzIJflhIizag9tpibviHkMYVwZ8WHkNvCzxGBX18aIVgpjEmcVWJOJmIova9UWqxkJbKy6i9Y8ZamGKikZTW1uoVxB77UVlRcAS4eMY21GnsKFZsIWDBYIV6bOxKDTQ48FrFvA9Z7+aM/uYSHH36Y7u5uzjvvPFatWsV5553H7Nmzx9RvRRkGKrKUQ4Ouri42bdrEbbfdxk9+8hOKxSJJknD66afzxOOb8CTA90dnCUgtN1G8D2MicsEUonivC5ofm9AYPBliZeoyGmNFnK29WLlaj+Wfh+9NqKjYKkZ78CRX8ZQBWYmsMGoDhFzQWLFt2pI8Pc7SWRmrYbnb2o6yq0xurb5zobLJgK0A6iHw6ylGe/ClFt+fOKbPIzERiXONzl84mx07dnDWWWdx7rnnsmrVKpYsWVK1slKK4lCRpRyahGHIl770JTo6OnjmmWd46qmnWLRoEVOnTmXp0qV89rOfZf4xZ49q28YYwriVnD+FxPSSJEVyQeOYXH/9R101U5ufW8ofVIkbfyHcReDX44kVmmPdZt9n0EglE76mGcwPLUtWJQWszecUx50V6WtfRYR9JKZAPhh7CgtbNiixVt7SKFqPscRa9QXG27hCkaCU7He0JCbkW//6dzz22GM89thjtLa2smLFClasWME555zD0qVLMy9qryhDoCJLOTwoFou8+OKLfPrTn2bXrl1s376d9vZ2Lr/8co477jhu+Yd/ITeKEjmJicDFs/QWt7rgZB9jolG7YUoPnHA3vjcBz6tzObFGH5PTv7h2Z0Uzd1sB11CxmCFrgdtV0RinSousvj4eUTGBFcVdJKanIkIopTfcQd6firjSRWMRQYnpwZM64qSTxITkg6lj+mGRxhAmpkAYt1Obm+XaciO2hPUFqvdy2QdW8fTTT9PT01MSVOeccw6LFy/G86pTkFxRhomKLOXwJIoi/u3f/g2Ab37zm7zyyiuI2F/iF1xwAT+4e+2IXYxpkLIxRaJkH/lgWr+4l9E+kJKkSBR3kM9NJ467EMmNOn+RtZTECD7FaCe5YPqY8zqlxbONsaP+KhHjU+lYsiwsWZXqY5z0Ingu1s+M2dWWJEXCuI2a3MwxW0OTpOCKXde50aWjK7eUnvtx0osxIYFfTyFsJhdMQUiPe/gCyLr+eklML2csX8Lzzz/Pcccdx5lnnsny5cs588wzWbhwobr/lLc6KrKUtw9tbW188pOfpLGxkbVr1/Liiy9y7LHH4nkep556Kh/72Mc495wrR5Sry47gsssXw13WDZgUQbxRiZso3osnNYgEpaHro8VaDWqIky4gGXMcVBR3ApSSio71ARfFXUBckfisSoqsMGrD82rHbLkrj2eyI+XGlr3f9qsGT+rGlFLCGEMx2k0+mEZiim4QxchH1tls6yAEpWB4O6AkGtGxGhOTmCJf/Pu/4Be/+AVPP/003d3dJTG1fPlyTj/9dOrr60fcR0UZZ1RkKW9fkiTh5Zdf5nOf+xxdXV3s3r2b9evX8453vIMpU6bQ0NDAo2tfBJPD9w8umOz1Ejtx1IFg6/WlD7P0WhuuMLHB0b0E/kSXEqKOwJ/oCuyOTLxZl2eCSI5itKsCubB6iOJ2anKzRr0N268QjKlI1vFKiiwrToMxjzLtLW4jH0wf0/GV59AypoiIP+J+pedM/4EdnW5Qw/DOg77nQVIS/7a6grgagcM7L62gKpAkBVZfvop169axfft2TjrpJE455RTOOOMMli9fzoIFC9RKpRwOqMhSlHI6OzvZvHkzX/va19i0aRNBEPDMM88we/ZsTjzxxFLi1GOOOYZ58+ZRP2HhAbdVnperfHSWfcDVDdttZOv/2Ws1zdg9GtddGnfjexNKQnC05UhS12kY73EZykcv2mwwdP2YxEglRFZ5KaPRkibPzPlNjCVgPhUwvjepFCs1EtFR7qLsLf6G2vxRQIwNXh/eeWdddgUCf2K/0bHDyVtljOHXbz7JCy+8wLp163juuedYt24dLS0tnHzyySxbtoxTTz2VZcuWcfzxxxME2dWCVJRxREWWogxFe3s7r7/+Ovfeey/33HMP06ZN48knn6SmpoZ3vetdbNq0iRtuuIF58+ax+uI/PaC7sS/RYiuB30BiImcROsI+FCUY0sXYN5qsE/sQnjAqa1mfq8d3SUJHXlg3FZFWCPTaWLJRWH/iuAvPqxuzUBuryEqtLKNx69n6jLFzz448eWY6ijH9LowJh+1y7mdlilrJ56YTxfsQPJcWYehYQWtVTNwAj+3kc7Y+Xxx3DTmyNnX3fe22z7Fx48bSH8BJJ53UT1AtWLBAg9OVtxMqshRlNMRxzJYtW3jhhRf467/+a0477TTWrFlDS0sLRx11FHv37mXVqlXc+4OfYUjI+Y37iYg0SN2TgDBqd/E2NS731SwMEQCe5A7YDyt0ugj8Sf2sZVa41A5ptbDJK0M8L98vh1ViohEJJtv/WpuRnmTEYsuW9bFicTSB4WMRWcZEFKPWUdXCSwPPk6QbM4L4sv7ffV8uriQpIpIbsh+2HmQR35swwMrUNWRR9DRmUPBK55otPRW7737wYHpjEhfDVSQxRVaet5yNGzeyd+9eFi9ezJIlS/r9zZiRTZkgRTmEUJGlKJUkjmPeeOMNbrzxRmbOnMn69et54okn8DybG6qpqYmLLrqIDRs2cN1117F48WLmz5/PjKalQN9Qdd+rJYo7McTk/MkUwp3kgiYEj8SE+F7toPsvL9Sb8xsxJi6NhLQPzwNn0R6sDqNxFq/huvJsvNZeanIzR5xYMk66R53na7Qiqzz1xciCte2xFcId5Pypw3bbJkmhJHBS16+tNHDg3GFp3ipPgtKIPYwhSjqHTLMQJz14UoMxIWHcQU1uRimA3oqyHjypLa1vjOG553/Mq6++ymuvvdbvtbW1leOPP74kok488USWLFnCUUcdpWJKUQZHRZaiVIMoinjggQfYunUrcRzz+c9/nlNOOYV169bR1tbG/Pnz2bt3LyeffDIXXnghzz//PP/x3YfwvTwiQpIUEMn3Sx+RZsr2vAnEyT58z46+Kn/gGROXcnoVoxabl0tqXaJRGzc0WJLJ8iSXgMvM3ULOnzro8gMxxowqkaXNT5VmLB++QBuNyOrb15xh9s2KUGv52k1tfs4w14kJ4w7yQRNh3IFHcEA3Xp/QTePdmoiTTowJyQVTS7mn0s+m7z6dWjTr+wW496VR8J3FsqaUENWYkJtv+Uw/MbVt2zbmzZvHggULWLhwIQsXLiy9nzt3rrr6FGVkqMhSlPFm3759bNu2ja985SvU1dWxZ88e7r77bqZPn86OHTvI5XKcdtppbN68mVWrVnHn99ZgCPH9SZD4+H6OMNpDLphGnOwruQzDqB3fn4gQlFyCYC0j6QM5jNqBhFww1cWKTaYvtqvvgWrdklbI2X2E5IOm/R765fQJtb2l5YczCi0xIZ7kSsJyOAJoJCKrvL5fuq+DLZuOGi2EzfjehIOmsCgXtXb5ic5itG8/V2Ip7xpRKfapGO7G82oI/AZX2qm+tJ8+oR2SmF4Cv8G5CifiexMJoxZywTSMCd1gCUNChDERl3/gfN588022bNlCc3Mzs2bN6ieg0tejjz6aXO7An4eiKCNCRZaivJVpbm7m1VdfJYoivvjFL7Jo0SJee+01Hn30UebOnctrr71GLpdj8eLFbN68mdWrV9PQ0EBrayvHHnssS5cu5aorPk5ibMqFMGpHxCPwGwjjDgKv3okhQ5R0EXj1JKZAFHdQkzuiLNaqhsQU8CR1iyWuJuNg7qv9S+f0Ly48F0MMHDjezBjjrEwzhxWjNRKRlThLVE1wxAEFnI2N8jBAMdw56MAAe0z2cxjMPZt+Dnaf1gUcJ90uL1WDS/EwDZHAukq9OjAeIqlVqqHf92WXn0FCyA03XseCBQvYvHkz27dvZ8uWLSURVSwWmTdvHkcddRTz5s3b7/3s2bN1NJ+iVAcVWYpyKFMoFNiyZQvt7e3ceOONrFixgscff5x169Zx9NFHs27dOpIkob6+no6ODs4880wKhQJRFNHU1MTUqVO594cPkSRFgqCBJOkl8CYgUkeUtLnUAR4YCONWFyTdiTExuaDRWVsmYAzEppecP8lZY+r6WVds3BGk4iuKO51Lq5EwaiPwGw4opgphsyvrM3gcGgxPZMVJN3HSfcAEr4mJiJMucv5kwqjVJSSdUBJTFiGM9pDPTSeMOzAmJh9MJYr32XgyMS7twaSSO1ekjmK0g5xvPweDwZgCgd9Ycu0FQb0tX+TZlBorV53GokWL+NWvfkVLSwstLS3s2LGDQqHArFmzSn+DiammpiaNkVKUtwYqshTlcMcYw65du7jnnntYuHAhDz74IC+//DKLFi3izjvvZObMmYRhyMsvv0w+nyeKIoIgYPr06XR0dHDMMccAsGHDS+6OkSbqjMAIInWAITbd1OSmuhxNOTyvhihqJZ+bQRTvxZiQfG66q4U4BU984rjHZQivJzE9JEmPLS+U9Dg3pO+sSgGJKZKYAjl/8n7HeDCRFUZtbsSd7wLIcyTGutF8r5ZCuBPfa8CTHLHpdolkJ9hyR8k+anLTKYQ78WQivldLGO8h8JuIky4EEMkTRnsI/Hr3ecfESTe+X48xhdIowDjp5txzz8bzPF566SV832f37t0YY5gxYwbTp08vvabvZ8+e3U9UNTY2qoBSlEMHFVmKovRhjGHr1q1s2bKFIAi44447OOGEE9i9ezf3338/K1eu5KGHHqJYLFJfX8+GDRuYPHkynZ2dFAqF0ijKXC6H7/v09PRwxBFHEIYhXV1dNDU10draypw5c2hoaGD9+vVcdtllPPXUU0RRxPLly1m7di1z5sxhwYIFPPvss3iexxlnnMG2bdtoamoil8vx0ksvceWVV/LGG29w4okn8txzz9HY2MjcuXMB6Orq4sEHH+Tcc8/lxRdfZOLEicyaNYu77rqLY445htmzZ7Nr1y6am5t55zvfyfPPP09dXR2LFy9mzZo1zJ8/n3w+z+7du0uiJgxDPM8jSRKam5tpaGigq6uL7u5ucrkc+XyehoYGZs6ciYgwb948pkyZwpQpU5g6dSqNjY39plNBNXHixPH8yhVFyY4xiyxFUZQSIpIHTgDyQBdwJfC0azsR2AqcBux18y8A/hs4FpgOtANHA9uwAU0LgFeBI4EcUAQmudciUA8U3PsYmOjW63KvHhACPW5+GzDNve4AGrA/Frdgb4i9rg/1wOtuO3XAK2477UCHa+90f10mTcGvKIoyDFRkKYqiKIqiZIAmQ1EURVEURckAFVmKoiiKoigZoCJLURRFURQlA1RkKYqiKIqiZICKLEVRFEVRlAxQkaUoiqIoipIBKrIURVEURVEyQEWWoiiKoihKBqjIUhRFURRFyQAVWYqiKIqiKBmgIktRFEVRFCUDVGQpiqIoiqJkgIosRVEURVGUDFCRpSiKoiiKkgEqshRFURRFUTJARZaiKIqiKEoGqMhSFEVRFEXJgGC8O6C8PRDxzICWgUuUXiWdlv7zZcBy/ebIgZc58P/lO5CDzCubNgzYR9k7GWy9od4LIoMvM/j2DzCP0kcw/H0LgDnossBB+mf6rzdgRRlsORmsP6Z84sDr9ttH3zqSTg/y+YDZr1+lfQ48LjEDlunf1ncM/fvbr//9jsEM0qEB/ZSB6w78rMyAndu2fsck+39+DNz3AU4c2W8ZOcB796Z0GfRdc/t/uQM3Ptg23be23zLlrzLIugIifWdF2fqy3zpl75EB9wnb/txzr//UGHM+ipIRKrKUKmEQcu7G5yF4IB6pMVXwEDct4pemJZ0vA9t9tzx4Zet46Tw8PPFL2/bSNux8z/2z89208UrLpNO43opb0zOem5bSvHTaE0mPrG++uOkBr17p2SF47t7ft2z5fPu+vF3K1h+sPTVPS7/1zAHmm9L6pfel+cb1tW/dtG3w+QZxD/zB2r0ycWDnGbvf0vv+64uYAevaaQbMK1+3fH6/ZYaYJ57Bk6Tf/L52g0hS6pt4/eeLJKW20voD2710Xl+beAa8pO899J8e8D7dNl7/+ZTP94wVXaVlDPZSKxNr6WXnibsES1+K+5I9995zf+l8r/RnPA88v6/NzTflbZ6PEbcc2Om03fP7Xkvzytq8wL0P+uZL4NoD255OA3gBIgF4OfsqAZK2ASIBngT2PiEBnttvIFdPQ1EyRN2FiqIoiqIoGaAiS1EURVEUJQNUZCmKoiiKomSAiixFURRFUZQMUJGlKIqiKIqSASqyFEVRFEVRMkBFlqIoiqIoSgaoyFIURVEURckAFVmKoiiKoigZoCJLURRFURQlA7SsjlItNhnC3rQUmyn9pyiKMm7UjncHlMMbFVlKteg1xrxzvDuhKIqSIiLPjncflMMbdRcqiqIoiqJkgIosRVEURVGUDFCRpVSLb413BxRFUQag9yUlU8QYjT5WFGV0iMgdwDRjzIXj3I/3AP8NTDfGtAxzHQN8wBhzT4ZdUxTlbYwGviuKMhY+AchYNjCYQBKR6cBP3LbPN8Y0j62bgzILaMtgu4qiKICKLEVRxoAxpqPS2xSRecBDwA7g/caYvZXeB4AxZmcW21UURUnRmCwlc0TkfBF5RUQ2i8hnxrs/SuUQkTtE5Mdl04+KyP8VkS+KSIuINIvILSIyrHuNiCwCngRewlqw9rr2ySLyLbe9fSLymIgMmhLELdsjIhcNaH+viIQiMsNNGxG53L0/2k1fJiIPi0i3iLwkIqtG9cEoB0VEakXklyLygohsEpG/GWSZ94hIh4g87/5uKJv3CRHZ6Nb9s7L2z4vItrJ1fse1rxKR50TkRfd6btk6eXduvSoi/ysil1Xg+L7tztWNA9q/ICIbXN8eEpHZY92X8tZGRZaSKSLiA/8M/DawCLjKPUiVw5ffAyLgXcD1wJ8BVwxjvTOAn2OtWJcbY3oBRESANcAc4ELgFOBxYK2IzBq4EWdd+7Hrx8B+PTSE6/Em4DZgKfA/wH+KyKRh9F0ZGQXgXGPMUuBk4HwRWT7Icj83xpzs/v4WQESWAB8GTsd+TxeKyIKydb5ats4Drq0FuMgYcyLwB8C/ly3/WaDZGLMQe496bLgH4X5kvGeQWXcA5w/S/g/GmJOMMSdjz9EbBllGOYxQkaVkzenAZmPMr40xReA/gYvHuU9KtrxkjLnBGPOqMeb72HirlcNY74fAz4wxf2yMicvafwv7IL7cGPNLY8xmY8zngF8Dv3+Abf0H8H4RqQcQkTrgUtd+ML5qjPkvY8xrwF8BU92+lQpiLJ1uMuf+hjsK6wTgGWNMtzEmwoqiS4fY33pjzHY3uQmoFZEaN/3HwJfcckl5XKCI/EBE/sf9vXsEx/c40DpIe7nreyJa9+KwR0WWkjVzgN+UTW91bcrhy4YB09uBGcNY70dYq8R5A9pPBSYAu0WkM/0DlgDHHWBbDwDd9D18348Nor9vBH1PH8rD6bsyQkTEF5HngWbgYWPMLwZZ7EznUnxQRBa7to3AChFpEpEJwO8AR5atc71zyX1bRKYMss3LgPXGmIKINLq2L4jIOhG5W0RmurZbsaL7NLfOv47pgB0icpOI/AZrWVVL1mGOiiwlawYbeaa/3g5vwgHThuHda64Hvg38l4i8t6zdA3ZhLUrlf+8APjfYhowxIXA3fS7D3wN+aIzpHm7fTV9+G71PZoAxJnZus7nA6c4NWM46YJ5zKf4TVoRjjHkZ+DLwMHYE6gtY9zTAN7DC+2TswIl/LN+gE2pfBj7imgK3/yeNMcuAp4Fb3LzzgK87IXg/0CAi9SLyvjTmCyve/9VNDyYSBzvuzxpjjgS+hz3nlcMYvXkoWbOV/r8y59JnIVCUcowx5nrgm8D9IvLbrn0dMBNInKuw/O9g8VX/Aax0MYDnM7SrUBkHjDHtwKMMiGEyxuxNXYoutionItPc9O3GmGXGmBVYt9xrrn2XE28J8C/YcAUARGQucC9wjTHmV655D9biea+bvhtY5t57wJll8V1zjDH7jDE/Tduw4utDbvqMER76/8NayJTDGBVZStb8D7BARI4RkTxwJfbGpCiDYoz5c5zlQkQuBB7Bjji8T0R+251LZ4rI34jI2QfZzpPAm9iHWQuwtgrdV4aBi3dqdO/rsFaj/x2wzBFu0AMicjr2ebXHTacjRI8CVgN3uunygRCXYl2LuH2tAf6POy+AkrXyv4D3uKaV2JGtYAdglCxNInLyWI7ZbaM8QP/9DDhm5fBD82QpmWKMiUTkeuCngA982xizaZy7pbzFMcZ8SkRC4AfYkYm/A/wd1joxA+s+fBL47hCb+h7WpfiVAcH0yvgyC/iOG33sAd83xvxYRP4UwBjzTeBy4KMiEgE9wJVlLtwfiEgT1r17nTEmTSp7sxNDBniDPrfg9cB84HMikrqY3+ssoX8J/LuIfA3YDfyRm/9x4J9FZAP2Wfk48KfDOTgRuRMr3KaJyFbgRmPM7cDfi8jxQIL9ATCs7SmHLlpWR1EURVEUJQPUXagoiqIoipIBKrIURVEURVEyQEWWoiiKoihKBqjIUhRFURRFyQAVWYqiKIqiKBmgIktRFEVRFCUDVGQpiqIoiqJkgIosRVEURVGUDFCRpSiKoiiKkgH/H2xD/AGxMArzAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 612x388.8 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "hp.mollview(test_plot5,cmap='inferno',unit=\"in Kelvin\",title=\"Mollweide projection at an altitude 36000 km for Received power in Kelvin at 90 MHz\",flip='geo')#,cb_orientation=\"vertical\",title=\"Mollweide projection for Received power in Kelvin at 88.9MHz\",flip='g')\n",
    "hp.graticule()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "d0074f90",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(12288,)"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Replacing the power value of 0 to a minimum value 1.000001 in order to apply logarithmic equalization in \n",
    "# the Healpy map\n",
    "\n",
    "\n",
    "power_output_log2=np.where(power_output[2,:,6]==0, 1.0000001, power_output[2,:,6])\n",
    "np.shape(power_output_log2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "362b9881",
   "metadata": {},
   "outputs": [],
   "source": [
    "###-------Plotting of the Healpy Map in mollweide projection------###\n",
    "#####------For an altitude of 36000 km at 90 MHz with logarithmic equalization----------------------#######\n",
    "\n",
    "\n",
    "test_plot14 = np.zeros(hp.nside2npix(nside))\n",
    "test_plot14[0:np.size(power_output[2,:,6])] = power_output_log2\n",
    "test_plot14=np.where(test_plot14==0, 1.0000001,test_plot14 )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "id": "8bff0c92",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "0.0 180.0 -180.0 180.0\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 612x388.8 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "hp.mollview(test_plot14,cmap='inferno',unit=\"in Kelvin\",title=\"Mollweide projection at an altitude 36000 km for Received power in Kelvin at 90 MHz\",flip='geo',norm=\"log\")#,cb_orientation=\"vertical\",title=\"Mollweide projection for Received power in Kelvin at 88.9MHz\",flip='g')\n",
    "hp.graticule()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "b5c1b84e",
   "metadata": {},
   "outputs": [],
   "source": [
    "###-------Plotting of the Healpy Map in mollweide projection------###\n",
    "#####------For an altitude of 36000 km at 100 MHz----------------------#######\n",
    "\n",
    "\n",
    "test_plot3 = np.zeros(hp.nside2npix(nside))\n",
    "test_plot3[0:np.size(power_output[2,:,26])] = power_output[2,:,26]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "5aa8e064",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "0.0 180.0 -180.0 180.0\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 612x388.8 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "hp.mollview(test_plot3,cmap='inferno',unit=\"in Kelvin\",title=\"Mollweide projection at an altitude 36000 km for Received power in Kelvin at 100 MHz\",flip='geo')#,cb_orientation=\"vertical\",title=\"Mollweide projection for Received power in Kelvin at 88.9MHz\",flip='g')\n",
    "hp.graticule()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}