{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a76025e5-68ed-4794-8215-462c117c15e9",
   "metadata": {},
   "outputs": [],
   "source": [
    "import fiona\n",
    "import geopandas as gpd\n",
    "import rasterio as rio\n",
    "from rasterio.plot import show as rioshow\n",
    "from rasterio import transform\n",
    "from shapely.geometry import Point\n",
    "from shapely.geometry import Polygon\n",
    "from shapely.geometry import MultiPolygon\n",
    "from shapely.geometry import LineString\n",
    "from shapely.geometry import box\n",
    "from shapely import wkt\n",
    "from pyproj import Transformer\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import os\n",
    "import requests\n",
    "from dotenv import load_dotenv\n",
    "\n",
    "np.set_printoptions(suppress=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "60cf9da3-bd84-4857-af60-2769c2e3c91a",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Enable KML support which is disabled by default\n",
    "fiona.drvsupport.supported_drivers['libkml'] = 'rw'\n",
    "fiona.drvsupport.supported_drivers['LIBKML'] = 'rw'"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "989dc2ac-c8c8-4996-84dc-7e2ed0b854f8",
   "metadata": {},
   "source": [
    "## Variables"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "4a343014-477a-4498-ae04-9c39f12da3d0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Load environmaent variable\n",
    "load_dotenv()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "4dfa8737-3040-4f3c-a3bf-3538f3aa1ebb",
   "metadata": {},
   "outputs": [],
   "source": [
    "geoCRS = 4326  # for output GeoJSON files (lon/lat)\n",
    "projCRS = 3857  # for calculations (meters)\n",
    "OPENTOPO_TOKEN = os.getenv('OPENTOPO_TOKEN')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ddcc5654-3a96-4344-8481-bfe63e2f2472",
   "metadata": {},
   "source": [
    "## Initial Data Analysis"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "349c32c4-6c53-43c2-84fb-b7c86bdcc679",
   "metadata": {},
   "source": [
    "### Area of Interest"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "19e484c2-b7a5-4cac-adc8-f8a42c758b35",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Store file path\n",
    "kreminna_aoi_file = os.path.join('assets','geom','kreminna.kml')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "a01bc6c8-d399-4605-a1d7-146cd95ae536",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EPSG:3857\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>Name</th>\n",
       "      <th>description</th>\n",
       "      <th>timestamp</th>\n",
       "      <th>begin</th>\n",
       "      <th>end</th>\n",
       "      <th>altitudeMode</th>\n",
       "      <th>tessellate</th>\n",
       "      <th>extrude</th>\n",
       "      <th>visibility</th>\n",
       "      <th>drawOrder</th>\n",
       "      <th>icon</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Kreminna</td>\n",
       "      <td>None</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaT</td>\n",
       "      <td>None</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>POLYGON Z ((4225475.440 6244152.071 0.000, 424...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       Name description timestamp begin end altitudeMode  tessellate  extrude  \\\n",
       "0  Kreminna        None       NaT   NaT NaT         None          -1        0   \n",
       "\n",
       "   visibility drawOrder  icon  \\\n",
       "0          -1      None  None   \n",
       "\n",
       "                                            geometry  \n",
       "0  POLYGON Z ((4225475.440 6244152.071 0.000, 424...  "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Read and display the area of interest\n",
    "kreminna_aoi = gpd.read_file(kreminna_aoi_file).to_crs(projCRS)\n",
    "print(kreminna_aoi.crs)\n",
    "kreminna_aoi"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "cf876d37-4722-41c9-a86f-e25c411aae07",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"300\" height=\"300\" viewBox=\"4217023.73531472 6230879.610761263 77913.27534782328 83061.16487362608\" preserveAspectRatio=\"xMinYMin meet\"><g transform=\"matrix(1,0,0,-1,0,12544820.386396153)\"><path fill-rule=\"evenodd\" fill=\"#66cc99\" stroke=\"#555555\" stroke-width=\"553.7410991575072\" opacity=\"0.6\" d=\"M 4225475.440406446,6244152.070549136 L 4248819.564611395,6233955.950201027 L 4274769.041254417,6237590.397706155 L 4291860.67122278,6276474.266534474 L 4254713.764512377,6310864.436195126 L 4220100.074754484,6306567.421765465 L 4225475.440406446,6244152.070549136 z\" /></g></svg>"
      ],
      "text/plain": [
       "<POLYGON Z ((4225475.44 6244152.071 0, 4248819.565 6233955.95 0, 4274769.041...>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "kreminna_aoi.iloc[0,-1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "9fe8828c-d640-43e8-92a4-c6c30c5cc6f9",
   "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>Name</th>\n",
       "      <th>description</th>\n",
       "      <th>timestamp</th>\n",
       "      <th>begin</th>\n",
       "      <th>end</th>\n",
       "      <th>altitudeMode</th>\n",
       "      <th>tessellate</th>\n",
       "      <th>extrude</th>\n",
       "      <th>visibility</th>\n",
       "      <th>drawOrder</th>\n",
       "      <th>icon</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Kreminna</td>\n",
       "      <td>None</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaT</td>\n",
       "      <td>None</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>POLYGON ((4225475.440 6244152.071, 4248819.565...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       Name description timestamp begin end altitudeMode  tessellate  extrude  \\\n",
       "0  Kreminna        None       NaT   NaT NaT         None          -1        0   \n",
       "\n",
       "   visibility drawOrder  icon  \\\n",
       "0          -1      None  None   \n",
       "\n",
       "                                            geometry  \n",
       "0  POLYGON ((4225475.440 6244152.071, 4248819.565...  "
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Remove z coordinate\n",
    "kreminna_aoi['geometry'] = kreminna_aoi['geometry'].apply(lambda g: wkt.loads(wkt.dumps(g, output_dimension=2)))\n",
    "kreminna_aoi"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "2e7ba44f-2f51-481b-9326-df17e3af945c",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Remove unnecessary columns and rename one\n",
    "kreminna_aoi = kreminna_aoi[['Name','geometry']].rename(columns={'Name':'name'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "03af5f75-c00a-44c0-bbd2-0689337034dc",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Export area of interest\n",
    "kreminna_aoi.to_crs(geoCRS).to_file('kreminna-clipped-aoi.geojson', driver='GeoJSON')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f5a46cb8-8bcd-4820-93e6-f96a20c8f36e",
   "metadata": {},
   "source": [
    "### Digital Elevation Model (DEM)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "d5935897-824a-4f70-855a-a9b78a4c5583",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Box coordinates: west, south, east, north\n",
    "# kreminna_aoi.bounds"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "d9b30c30-1d69-40f9-b3c9-52f65f8998bb",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Download Digital Elevation Model for the area (free API token at https://portal.opentopography.org/ is required)\n",
    "\n",
    "# w, s, e, n = kreminna_aoi.to_crs(geoCRS).bounds.minx, kreminna_aoi.bounds.miny, kreminna_aoi.bounds.maxx, kreminna_aoi.bounds.maxy\n",
    "\n",
    "# url = \"https://portal.opentopography.org/API/globaldem\"\n",
    "\n",
    "# params = {\n",
    "#     'demtype': 'SRTMGL1',\n",
    "#     'south': s,\n",
    "#     'north': n,\n",
    "#     'west': w,\n",
    "#     'east': e,\n",
    "#     'outputFormat': 'GTiff',\n",
    "#     'API_Key': OPENTOPO_TOKEN\n",
    "# }\n",
    "\n",
    "# response = requests.get(url, params=params)\n",
    "\n",
    "# with open ('kreminna-DEM.tif', 'wb') as f:\n",
    "#     f.write(response.content)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "6045d257-1912-4d3f-b1cc-1b79361be09f",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Store file path\n",
    "kreminna_dem_file = 'kreminna-DEM.tif'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "e6e82929-e0b6-43f0-9775-73e4782b805d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'driver': 'GTiff', 'dtype': 'int16', 'nodata': -32768.0, 'width': 2321, 'height': 1632, 'count': 1, 'crs': CRS.from_epsg(4326), 'transform': Affine(0.0002777777777778146, 0.0, 37.90958333336221,\n",
      "       0.0, -0.0002777777777778146, 49.21180555555413)}\n"
     ]
    }
   ],
   "source": [
    "# Read file contents\n",
    "with rio.open(kreminna_dem_file) as f:\n",
    "    print(f.meta)\n",
    "    kreminna_dem_array = f.read(1)  # number of band (single here anyways)\n",
    "    kreminna_dem_transform = f.transform\n",
    "    kreminna_dem_crs = f.crs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "5d22273d-1f6c-415e-976b-7569cd8aa05e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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OGxjxTkCh96zXoV+XouzDeYReq8OyTjL39NoHL+ui1tTYGLs2teo1U/Toar33vs4bK4cGcjzLzabCgTRQICcsBrjAeRIAY8zN+bxSxgTEoOcwDTqFWhBi+y/pOSVXFfTo5+hrva+yZ5QOrmWeCqshgKezNqV45BSxHGcspwnLaUZSUFMVSFXd16ruy7U61JG5ATBPEkxNkzHRBXFKm/3P1on3ZXO97HwbO2NraASS9l0sAC5Zgq9lmbAsE+4OM24OEx5cJTy8PiGG3D+DZX8ez7FPErKuFaggVA0Sytk9w6ZcATeG1AJl/RbIkCC4sKxDAfDAWh1SIQTnsZsrrmaHqOB1ihkxGmAhkF6PSq6dBxvBF0wxYZoKJseIRdjWzACTPHe8l21f/VuPT1sQAwDvfOc78Zf/8l/GH/7Dfxh/9I/+UfzYj/0YPvjBD+JbvuVbPun34DbJNNIAUNnBoXaAAsDHCq4Ok08tvJSFMjALSgNamoSIsdutuL46IcTcFhYzIeV+au1m+Sg7vPlxxM3dDh96ZY+nmZAhCNom1TYlRJtU0jl48RpxjhNgjECJ5DVBWR0bqTpgBUrQm+8EAAXLElGrQ1oDljUi+KpsTNEbbmmRxfOAyyb6A9r5Jd3M5T06wIMu/FodkBnOo1HDzhc4b5tXgQulgYGaAR8AcEGtCgZiwcRLA1vLaUaIpAAngCpjWSbkJJGXRX0GFMoAcKdYsNstuLo6YZpXTFPqG1ooH3/D1vlhZ2acJ/Zo1fQSV9dSWlnTSrbhOl9BRc5N8EWug5P3ODEwZcIueTjHONaIlD1iKC015IZrYFS6zVUDZrY5jwDGubMNsJ5t9HPC3jFCBSI7YVCYkc+2naobpgMhURW2BXLPK8rcGZAxJiQTI5zNqQogEWNiILBDHYCMRZz2yefMC5GkgCYnbIof2Dg/PNlACCDApV8vNGBCDptzaq9jludUJvhh45bzK+yKt7SMMYvDOX0e0JC/yftbuqWQgNBSvMzDUuRGn0K7jr7R+f19bO1RNhQm4MV5BYHEwiQ6mR9cgQLXjs8po0a65msWJqKm0FO/oQDM4EbJ6Tl0uhDs5h71MU2H1exR9TuOaShyFe4s2LT9uBYB4pYmrlkCgNPdDqfjjGWZNmtuc9N3FUHBllOQUTQ1XTS1tdsJQ2l7XYxZr03VxyV9Z8ckbJPMA+drWydj8EvD9Sh23KXLEAxY5eywnzJeeHyLOGUEBUoWgHhXZR47RggBq/fwHjiuDr4AvhooF3BgHE7VIHlM4xqQAeQSZb3P2L3Eg+BZmNSs32nKDncnj6u54GrOCtC5gXH2BK+ZivH8MxOK7j/7ecVbHnr420kkHBBW6Bx4/XbHpzWI+Yt/8S/ilVdewd/+238bH/rQh/D2t78dP/uzP4sv/MIv/KTfoySPGkknYAVzBTnLyTo444cBuRHVHlkzC69ci0ct0AXJiJPoIfbXp/Z8i8pt4y96YwI6Ys9JU1mF4B3jxVly4Ifs8GohRcsy+uZsk9Oi2M62PG88j50xJoYhG6QfQEZl4LR4TIFQgyzE7BxC8bIJJw/nldY27cowWgQfymYD8aFqyqLT3k5vmqKL0Y0h9Nzx+U3U3kt+QhkZ2TAqAB8BXkker0qlK63lQ8G8W9qmUavDVZEU4HKacTpNOBxn3KVZNrEiILUy4bQEHI87TDFj3i0IMSOEAj98FwypF/LKoNi5MfCr7Eejr1ehu0sOSGvAukzIOSAnj3WdkJMsx6rzKKt2BgCudwVPVocTgGMhhJNsFs4xplKwrAF8N2tao4IcUItspDEW7HepzUs733Z+m36Gtxu/UPSy8aYUkZKHI2DHDidyjUm8Pwd1Ddg8sxSTPrUQozKD4NqmKqyMQ2CLGjW1xECmKiAGwsJUZWBsvRC24Mfmuc2bXayIoSAMQCGECq5QrYmwHgY+xnlnjMh4U7RzxpU2Nym7HuPzjcl6HkNmm7wwc3XzfuNNoL93ba+1tZZTkOAid8ag6TWG7+BDHT4PoOrgdL2X5CW9xNDvVeAUQDkvgR+c3LQbKLFrWwd2FAJCyFcVC/Hm2HkT3AgA2mhabKIw674qa6jmnkLOa0DOATU75BSxLhHLaUYprp3v8RzX4NrebMdhQMbOoQRuEdO06vmTtT3Na7umbZ0YWGsB6/D9PLVraKk7YVL7fYD1HIeQWwDmlKk7LXItp0nYUju2knUvDgXeR8RYkKLHLnvMS8Bx8Tglh1QJSyVhIG2taaCblHE5Z/eFlZF1bMymH/6tet5OhbDT7+ud7LWVCTGQpNxKRba93bPsPcPaYCbEWPCWNx/w8HrFg6d7PDl6PC0BBzCypo73IKxgfBSf/Pi0BjEA8K3f+q341m/91v/Hr99E/YrAJYqqLdKRJ/YIqTEqtdOFANpNy3mHwErGmXh3AD85BdRQJOLWm1hKEcyENUl647PffEIMElE9vZ1xdxNbWslEWiNiBjqAKZrlJJ14fngdgCbmtVRSZWDnGbtYMcWKGCpCqA3tt9RXdihFpsQ0FcyToGhfKnLybYJuIshhYw8xY7c/tU3Abv4mRATQAEAIud/8vTADlnMn+5yNiE9ZmerbOTHACIKkoHTTmHYCFOU5mn/XVNAaJsQpY391xMO8BTS3hwm1Epbq8exmp99Xj81VOO/A1IWS7dDs2DTitvlk+X4RFfbNdDlNOB13DcgcjzPuDjusKTTdhLF+drOrlbD3jFMhHCEamuUQMDnG7F1jBAr3VEzwjOt9RmBJt2WlpNscDxlFN3Jj2Oz72BDw7XE47PDq0yscC2nKZiskH5ZZ+39GRbDInvrfiNEez7qt+jMgkvU7JEJLaTAYVdkfAzIC6E13c8bksH0HNPG8MSsxlPa70yjXmDm77ueApDEbZ6DGdByjgLadyyGNsJ0vZzcTncu2R7XHBwAkqRa3ef9xLjZhrOvHRDQEBxpMtdTHsOeRUoh2bJZqbECEWFNDtOXdFDOYEJiL6ykot90r7IbOyqiMIt4uvhfNi7AtXRjPRVNHa0BR4J9zaKngebfeA5oGAGzdjdeGHLdrYuyBpViDBmxexc4NmAznvJ3v4Z985x7YnTO2dv+Qz6uIMYkuJmZ4V1HrlehphtcLsBbG2QeP4CtKY8uFiQs+wC8Bx9WjJEkFMSTtXFhu8pEJCRLjZVsfw/3F63pmCOAR9marsSwsOsd0G3G1eFztMuboEYIGCZZGLXqeebufTDGBmTDFhN2c8DlMuD3MWFePo75fjBV3x4jy7HmqtuePT3sQ8zsdVpEki1JTAXbztioWrXKxm2ItDkwi+iVm+JDhvIgyfbC0Uf8ME/yKKt4DyChFFlfOkp89nWbkJLqFz3rxWUs5rWtA8BV7x7irsieMzIsIsjrD4tqjfVhu0+kGM7I5UpkEXM0y0SYFMDL5S8trBl0oln4oRSjO9onErUIitBwxtDJCjiBGEQQ7V4WtctwAzEYs2DZKAS5GWTvdNM71MDZ83EZZlnt2dgYCweXaGDUDMLXI33MOcI6Rc9bNTdJEcZoRNRWzJI9SCEFFuusacTrOcr3WLOml3So5/fOUwLDRGUA2gTMpcCsKBmNMAnCrw96+090eT29npCyRVa2ycQBAqsCh9uueIDfnUyW47IWBgbFshOhkBhwXqeoyvdO+rJhiQlamzaLSzQY/XCP7DgDw8HrFm44BrywON+jXwg2UsAOhMmuVke/CXmyyDZuI0NgYB0LWJ4T2PH3t8HwDMi1FB2xSUaaNKUxYCkDk4JJowmSuG8gr8M6AQBeqPg/AWJqyA4r+/ccqIHm+zVFlEIkRNd3cAMTwWh6u65iGGJkYmz92Q+7zbPu7aLhMN2P6k+3N3Q3rawPIuQOhStTYsIoKlND+dg7AyInAdnx8rGQy9EquoiSvlZ9aQGFVoGXYiwGUHAAWpqmqnsXSsFypBUotPar7i4E3O5dWETWeRzlPjJylesZA0Ln2z2nqmF1/LZGIZ61Ksn3f4fzbT0shjsfUz5EHqS5vOc3IxeH6+iRVooMGx4bcw+T7GWNroxQHn0TD9SDKa4pe/7VS20MEY4koXtgXGoLi83VsVbU636E6GgZyIWT2SIUwB495qpijpLNjKLIPayr8nL1EFaBu9wzbi4wsWNaAlCb8dsYbHsRw7QCFqgMsHQA0MCP5TMA1PYYoyJkJjipqVmpbn08A4G3BS/lCj3Cx2fhMaDdNCfO8Iq1Cy6cccFoijqeIZfU60YTW69szOuugPzus2P5dStUY4QzgEGTTDl5ywgZgvOtsTIgKTHQBdjBDLRUzLlJy8n6Wi5e0UU8ViY6mSomoalsM7IzgxTlu+XbnK/yUZLMzYdyZRoFCafQtAFSS17dSbC/XtgGI6lBL0Vw6Cc0ZMoJqUZKlb7RKoSh4A4A1yfX3w81dUmM9qgUwpJK43RjkPMlV49pTBcyEMGXscMK8X1BywHKasC6TnLNQMc8Jx9OE4yniuASUIhqm6AGXBbQc2GhgEfo+CFIh44kbI+OIEWPXe2SdwzhNci5yFa1PGHRFCjhrdRvmzKPi8eMb2aAYePqhh7irHsUxElVUSCm0sSmm5TJg8olS3u05+v+ePu0i3kya9tAbiANQieTeqK8pxJJ6ggA8D8LKEMSToaDNIbqKEBiUPKKXyDbGfg6AHmnb3CWS72c3cO9LC1JkTda2KI0Z2KSBfEWxQOqMmUDF5uY/lsm39aZv5WPesidnzACAdiOvuu9Z+qcDU2yCCdOTteNqAEqneXFDyqdX3rTjB0DkUXXuO1/1M4fUmLFLul8akGmWFwaclDHlSsg5dJYGohnycdXXKfOhqdYGmAb2o7Ejkdu+vl2ffc362gHpGHCFkEHDZmuBa61OWSdq59GHvsZHpq2lxbiDTgM1OXsspxnLGjHF3IoNBERtwa691qQJUp4dsCaprAq+4uFVn79rlr0sFCkKCJWwVtE5FQATqOkwE3oxibEuwH3mn8FYLf1bCYUlhZWqw7I6hCVgNxVc79e2j4y6Q5i+tAzzVQNodlXTU8DjByuujtv72Ccab3gQIxSka+JCIg+uRRf7QPlWgotFqHx4pdeTbp5ymoT2BEBo9CaIN7JZQ9+2kTlXG9VZitcJLAzM3WHC00PEIRGWs43+eeClDHqAcYzPsRuB/e4IvdLDohZX723YBj7OaVCjbC23L9+xq/RN7BunNDxem28AOQF/TfdiefvGvNQGclzoFLeVifKwkREAP0k5qIkDzyM5AEAKck5YGR9U1R0UAB6l71ltU0g5qBCTsawOt4eAKc64ujptNnw35Nw3dLFGr0QGZPWaaDRnKSVAgEGx//teCbFX0OQ1inlwpdqS6pCyx83dhKdHj6UQEhgRhAeB8WifsZtKA6VjClQior4ZxgGw2vw3UWhouqctnR1ibroYQDyHPrt4oALJ1U0WZ6yCGH+243nO3yzak9cKe0NDeihrFVMe2MbInZ0ZmccCRgbhpIDeIkdPIn70RAhJBZLOIQZGSB4x6HlPnRqvTPBV/ZFI52EFKrnhBs4N0DRtXO0VYWO6tVWvhEEbpqmrseJvBM12De18tJSRfnG5YW5TmwY82/udsWztWpj3xwjODQRU8S/alE2zrjPq7IKlg4WV5QZyKrSIgpTPeQ7gstF1NbKXmmbEnn8OCiyt1PYVO8cK0Mbj5QrwmUbInstc9AaoaZ7sRcQbU0tnbwCho6YzG+UJdo6ZFCzpMUlgxT2IGvfc0nWT19fH9jkNRBnrU81HStJnaY1Y19DKwoPfrm9AyrGjVpumLADDVREAZ+5pJsddyLvCAgTZW+5dI73xGaA5QuZ7KqLD8eTgV0Y4BtweAmJkYWdiwdW+p/rsPLjxWth9gxhuEsb/d2UCXrt3GM8db3gQsx4nHKuYF/koOo1G1RlbYnqMYTHBS8RmqShTxRs1WuDhWASmxB4eRdI+vpcC26jVSboidTQOnOT/DOQy4bYzuk3AaF4ZhK5DOBf2GnI2cnO8YdgobBoLNVtriF4Xf9rm+w2YSDS+PFcYNz5fqG5NK202Z94CmEFgKIBGDe9cbRtqHTdNiHHcKCL0U275eSIGXAUsKm8lz2hiwJYT1wjO8ukpSZro7uYap9OE0xKxpqAVKZJ6WFbxpimli1uJAMSMrAIm5tIQZ0loGzxRZ5koFJBWgXi2Emsr65YUl51zy4Hv94tEa8Vh1Y2rFinTvT0E9AYbAphCqNjPK6Ypt5J+G1FToIBWWtjnnN1M45TbJnNeVmobagwFb3vrLZYl4IUnO3w07/GbtOI1tyKhNk+Y2FIRjELcqOwm4h3XxwB0FpT2vEgOjmUN5OH5HqQppf4Yg1Ea8KkoICwK6CdIpYVnKSWdnAgfcyUUZvgs59k5RswVOUgpqYgWlQXKrOcLvdoHorOx6osy6J6qppitrNq5vlmPNLsPWx1OA44ht6CnabNKB08y4ez6a9poAEwNsLit7Hn0h2lGjboHGgAx/5bOZnZzULtJ235qwUbT0LQLYgqL7bBjZds/6ljZU1vRwfloaTPH4KyCdd0LRsaiiZrPQM8opG4s6gDw5Bx3r53x8XYMxUsFpVZjEbBldnwP9JgJGNJIdq2RJUWW1oCUIqKKeMkxPDoD0wKfQZvZWBrvgCwBiVXFjSAhF48cZd9aUkDwTvaR5JCL2GyMYGbVtdmrXrsu05j/UfxrFU8mV4hsDI8GJjmAjsCEiAee8Xg/N5BswGaKYrTph7S8zV8J4MoFxNg43u0RS2iR51hhYpN42q0IU5ao2dW2MGXDURU7Mar6MYyMhOOKmlVw54DqqkRmjlFyn+CyALccSowF1/uEXBye3kRVj2/HCGREVtcBS3co7b+3MjkaUlIMpERw5FGZMMWi0YmCmiLApmSH3Y5aXt3SPNGldjxjBG/UsS0uo163G0NnYOxvW6dbeY9aCE7BX/eWoFYRQcSoWYR+LtSNS2e13DpvjbPsPUSr5JDXiKLGV+si1UAhZsQGfgi7SSKXxE58dVJETkGvodDpPgWEkJHXPp+IJP/vfWlqOA9JgUm5LABfhfFr14XaORt1KdOcWiov54ApZixBhOHHNTQaWHQfQM7dCsDp5m5sCzNtKsfsRukHcGngyehsm9t2c3JeAM6bXniKeRb4tK4THj96hM96eoWHr+7w68Xjf/ojTigAoeligK6DASzl6Rq4iex0Hvd8vMxjQuAuIh032fZeOsEzG6hnOIKWhcqaKahIELGzGUNeVUIgrdqogCeCzyKEjk6qLebisLrQnEqd4yaE37AZTrRJdvOw6o1imiwDjyMT44YbH0kJuGkIDPwb0LEUn4FKeV0Hns8zKhxTY6gsDIF9PneNjP1s63FgeXrBglTumKHcNKdWnWks41iGbUyIG8CSDbO5IC96G6YO5hrDtFm7aO6+enlVD1PhJv3+5oFj1TADmDPQ4wYB4xiQ+aBWBgpauLrGvmzAUB3EvHUAiWNabngPAFsNjwWPGhClFFGKx/7qOOiXaFhz4429B49A12JJ5Vi/6Y9zslbXJAtyD3MtnbokD5+5eYYdNLWzR88iQFNNCcDaikeEoWFlbABg0b8tw2N2oeye9VoBfvPWwwPYgfDARVyFis96fEKpTpyp/fY7/3bHGx7EGAVni9WpIMvyjl4Fd6L+zl0g5i1e5K6ZCV0QPLIG1XtV0BcRj7YSMw9KMgFNAQ9s1e3B90vQP5Exxk+WHhpjm/Gx8ffzQZCS3VQdqLEHgHdOxasVRA61MlIOcEk3zgHEyPnqkWJb6FaO6raiRxc6beq9RGthMIEbzexavtzOjVV5KS1vi8oWWC0BXivDeplj33hrpWavD+i5Z5LPB0AaTcYoJ2NdZBPIzjdTslLlpleqw91BXKB3KWKKSSuucgPBYxVWmBI4Oriq2hKSiIliaZu0lfbbsQHANJuxXG6LWUy8AlyS56QcME0ZUyjwiK2KYK2EXMT4bse53TS7VklSBZa+6uwZNscv128rRm3VYrqxPnx8gwePbsWQ7ThjmlZcXT3AC2+a8f++2+GDH7vGr+WKD/rjxgjP9qVC1kZAmJqoEaDNXAM9lvr1cCoorBu2ZlwfjrWNBzthWRTIh+F9hd1kTTcBz8CNlfFMmElAUKiAJw+fgOPq4YkRgwI5A+tnZaPnmy5Rr5qrPOhrhvPe3mtoN+AdIznZI6zKwxG39IK1/RjBCoCmP4tTaukIi8j78VW40JkJyCPNKFD8lzCIduU61bqNkGv2KL7Ah8FLRquSYIaRXqvpICkmS721fQNOkICmT9pSZoAHAYpoJ4R3tjlNnkGxBzDt2Iibaek44RobUzqQcLVuUs/F+XZOW+XWsCdZoGXSAblEDE9jTpoa45wHpqd/l67REZsN4Or6uEnR9/mj57p0IEqRUasxghKkmSeUrXN7rZn8ee9Bq4rNk9e0k1Qxrl7S04csQdCV41bRZBV9mamxp2O1kjEwDlblJKyUZ2rr27IFaK+TNz2BcFcJYSU8+dgVZseYHKTNga6z6Cv2u4TMB3yy4w0PYm5vruDmuKHITWDnfUFUD4+aHeLsUGNpC3ND01rkopsJ+yJUtwo3XTEzNhECl+Lh1LCsFt9SSZY/txsDkTr8QiZMbpdfF6JGqCOoOde+GANjMCkqC+O26wPMki+1TdMWTKkOvEodf04Vq5v0b6sArRahu6YqZ412bfEacGkUrJ4v65HUIz55zdhaYHRFHfP+dQAj9t7Sp8QPQAn9eEbq1oRlUBvz4bwDUnW0nGYcDjscj7tNqV+FgKecCceT6EBS8ri+IjF7C3kAV/09ew6+g6rCHuYu3PrJ1CG6RL8ZhlhQa26VD2WogOhUa8WkaDYDSEoLp+KwqFDZkfj6IEjULkZdrqe5hjSgrIN+fXA2NzfH6ADW9hJxynj4+BbTnHA6znj4YMbjhwf8v55c41dffoCXmfFRt+IppY0ZXiGlpbmDFgMyDAE3XePC+jdSwXtfEwZc7OcMan2RoqWQCK0HUiDZsEenXjMFOzCaOHmCAppCIpTWklUDL5bu6GCkry1z8U2566JGg71x3TkCit4xRlADALl04X0uHk5bhbgsN6OEuGFmWN13zXCzpNBvxJbS4O5nRSw6MSZqqRybc6zpHRcKqDhwLfDegaOkk453e6RlQpzX5v3U9W4i5ndenX4NtHhx5GUmmV9eqpmc62CGmJp762iA5xxrENCZHBMZj9408nNb6dWGtxJ4ZVLDsE+oqLcxRjbnx30nsmhbtMpwZOIFyOl1qIP3T7WgocIHoK6D6eR+6QGf2wZxQGeQuHQdTa0SjG/3YzQTTntdVZBGwzydovqUFZk/bu3FJG/ZFcQgTHHRSqZagbUCVPW+wmOqqZvlmeyhgUwFMkX/b8O+YaGKVf92gLy/q4DPrvX/8wAmzBtA+1uNNzyIubm9Ai2TotbujRKnhN1+UeSaWt4x1gTneuWBNUFzviBMGUTdPlxyzhVcz8rtHIOqMRYasbhe/39OBTObQlxRuL7Ptgqp31AM0NgjJqa03xMLkCms6SfqaDj4iinUVg5nJdaWW7Wb14j6DVR4rU5xzukmxyClqk3wbOyK3RRlU+uMTYucgObl0vCLVihY9UGPxgC968EqLmo28KOszQB42mt5LN0UdqNkj8PdHk+fPMK6xPadH1wtKDNhmia88mRGZmE4gq94cH3Cbrdit1tUhJsHUbPmsQch8+bmX0j6ddVOL+fUdTp9nm0pbM7bzbjq/PSesfOMmsUgaoFHrrZBi1HhaYko1WFaIq6uT5h3y8Z9tPkdWVpj8PF5Hp1r57VkK1l3LS1nnjd3h5147RwnSWWyzNNJU0dVgcs4TCuT9OZlLE0loa8lz7590QTfoj5AU2rEba5b2qm5X7M490bHmJ1WEtnn641NNGMyEw3oFIhmxtKyOQsb2LRnNAAafcwPoCV6YXGIGDnLnhHCCGTQyvh7BRza72NKQ66/Q4ilaXegzG5GL30eNTQm1jaAWkoXwTrPoGKeHm6T1nWaMh/ZDPIMVwtCTMjJ43Scsa6xudi6oGtiNHBTjRf7Cg/oHqHpJgeQ62wqirFEsoa9I3BlIJQNWBE2XI7P9gibsx+vxc4Y5LRgQ3U+DfTwUBE5gBRjplrwEVwDgyPbJfuU7i9p2weqVod1lTYoIeTGmtgYv5uBH3t/Y2osmBuBqx2rpYL79yUU51t62mv1YU4BtApTc7rxuFk83nKd8PiBau+y6GZScUhJqpmW4pCqBhlsAGb0mpFNXwIQFrkDu+cLg4kbsGGyVjvb59m38ExIXPDJjjc8iDkeJ/i0G5Ap40qR8ELivguoqVf2zQumIWXPzRumLXBIDrieeSaQV0W+ZegtH2rlykMqAZCoIGWPJTu1fZZocrHKgoF96cCFN74x47DL7iFAxqFragoTApkIVyowdnOSzcfVdhMbzbBGgW/3T+jeL42hGqIKq3RwWjLc9EVuuzn23Pugf2mCQrfJjxvr4XRHsgVhOpvRcNDM5TBsXiObYzddR4xHj2/bRpNTwOkkYLc+JLxyM6OwaFCulohJ6XpL94yjnZtBEGgbG7MYiZmguHVLVxBgbEvUztJN59NSTir09FU8FbLDw11BvPVYIUBmraZrIiB5cdb1jOAnLOuEeVqx262YdwumOcHtns/I3NMSnf0cjzsnATB3d1e4u9vjY69e4+XbiKeF8BoKbqjghNIA9nlqqc1Z6mmiQtwce+13QDZRaSZpm6WWhxI34W/Vx6BpowrZDCN6hDmx0OYGMADVvLU5dnZsCrJL3VacAWi263ZuxlSRdwIQzTnZ9ErmxGyDq1WLCesyxTTsO9uKpaAOsuP1aMHQc65lY1mN8cgehi6ZK4gICP1my566cHn0KGnvNbUCBbHLd6jOgUh1gnYHstRJJWEka7e3YC7AwFDIiawCWpjkqum1aBVLbnthrHXBeGzNKVz/ZsJ+ZgJa6ojvzWl7DWkJP1fa9IGixi5TY5rGPamBx9yrVy0VLOdeghYDk+7svMqLhvVl6bNBR2MtCgD06zOyqKFbY4wp9PE+U7JXYW/Eq0+ucHcMeOnxgjc/7lVRDcQkj8VJZVNQ7cySRQgsnjNmoTCWZ0uC19angYqxAKXy4GHGXevG1F2/7V6ViZGftyA/znjDg5iPvrrHadpjjgWVgQdXK9YkPYImrTopObXcskUzXv1TqNjpzsgURffABGdofIgIup6jl/eVwep+XSKWZcbxMOO0zLi5nfH0dsKpkJqDWRfSLX0uF39kaQwBi2GRRZ69ZLWbExF6ntN7xqQAZpoyplm8a6xfCCCLuolAB6+CMULv7ME2cml/H+lVgeeoOXTPhHofgpmA79xFeXxv84VxTqI61sixLYjBpwGEJgLM1sdKqdjHb37Woqxmqz+Yl6UcgJsZJog+HMVbJaegoluHaV4RSlHPkIIQfPPFYb+tIiFXpbKo+OY0aqLdpDbqlt4cqWkpr/QiQi6u9Xfazxn724AjRFz3rBKm1bebqpj1MeYooPm0RKQsZZlzksaeYz8oosH2Hbi3wZqzcNK2GWmNOB53ePr0Gjd3M57cTXiyOrzMFbeUsRBjRUElfm410r1rr/PWul4/bxABM/uWWgJ6ieh0poex9FQXUGsuX0utUyXEwohehJPGTo7z2obdnMdyaUCDG/d8V18T6spx67rVG1POvXqpp1JJ6XyHSU0iu6GkNZHsXdK356XPG/tME983cDMI7eUxfZ2W1Mv3UVuEMOjVjOnMg0nfALImNYjzcSh1JgyC/u4HJeeSuhBX2Q8iBrxU+pwDafmc0piSMfBhFoAk6x0KXDpTYoxITaGZ3Z0Lh0dW2FyKqwZaIyhkYEjZ9P2ri44zKnlQ4XuGnBVAmPp1M+C5CQ6qa9+/MzN9HxxZuXMxtwEkOzarxDK34pQi1hRxc3OFJzc7AMBLLx7w6MGxgaKSRUMTih96IhFycFizPLYWh6Al2hNr52tIn6YVhAzeFKYwepUTIPcv+//5LDaGB8BmfX+y4w0PYqbIOK4ONydRkFh58RQzcvE4nSYxoptSE87NuxW7vZRAh8lEkYq2q/DLJlgFsKElzSdiFNbZIm5lcqHCZ/GiuN5nlEq4WTwOQ67RUOl4wc8vPgONwRHdjN0QAKBXKjGE+rY00jRlzHOSG1lMCLGog6zmckPBGOGNg9w2J9xzyX0RSm5YScZK4Oo7w2JsS4sauDEo5xuYVRzYZzpnuXX5QKGEK8KUkZe4iWq49Lz02FRy3lvUJX9blwhKWkKveePdnLCLFbcnj0PySDcO+yXgtARcXy1S6WSVTVEqNUKQSNkEviYQB6Q001gXS2nJ770k93SaYR2/LRK148nZOvE69Yhw2JGA0wrGHSpcdjjdRuw8Y/YV81RaWiKG3lCudfXWCK91tD7LowOd4j4e9njt1ce4udm36/Pq0yu8chvxpBCeoOJEGUdXsKigNw9wu82dIYg2cGPgBRBmhdEx1LkJnoOUc3oQmGXT9AperiB59QghHCbHmzSPpXB6Kli+X84EZhXUesYUS+ulNDJUNt9tWNWSsZhmECd6ly34H29YBkTt2tt+ZKNkNY4DMPkRWGmrDkv5YKxu4mao2MCDO2sRcsaYAmjVdKNxX7MuoF640MFZ3RxnS9GPPdC83lT1OLdsLJ9NArFRsFr5vl92Td1YKr0JakwzpxqzsZeRpYvMFbhor6VanbQtGJoUWqVq0/YMfdB8GFx7R2ZAv4Mcm2heDPTU4poer6W6a2dWLZ0H6DnOg0jaZj1Jd3Ib9p0NrIzXxQ3nzvaWlIQpXZcJyyoA5uZuxpsenrRZcdlUNBXn4UrFKq2i4FxFyl69dAjMDhMqJq9AqZIAmEKNoVnZ3H+7z4zBOXMHDsNu0ECL3QcGRgYAtkm3Tzze8CDmpbfcIt9F3J0ijqvD00NAzoRH16vW2YtZ1brGtvkUjZinOWEqa2v+57Nrk7BaFEN9MzGQ0rdPjXhixv7qhDgllCyftTvN2O1WrEvE1X6H8rFrnFbCEfWeiBcQUOOGi2wUemwbvQl+O3BxAAJJJ9/dXKUVesyYYpIbW+ht58kxHFUEypsFZ5GemFnV7hGhCx/oZbu9zNIWlh4rbwHMCFgqiVDXntdKIFn9KNBF1v2c9huKOfW6UERTUTVi8x1QGmVq38uE1y2iqkOjwzUgZ4frXcIpOSyZsGQC4DEPUZbRuCOFLJ8hQm4BXR3MgsWhswMZOQYDNzl5LOskIm97z0rtxmf9lFJ2OC4enqQR4x0VZBZG5gqE2Vdc7QqudhlTzIix081W7dKP2YE5amXelpYedRaHuz1ubvb4Hx95hKTH8UoW8HKkjBNVSWtRbeDFPGPO2fPeyHQAq4TNY0xq7MhSjs3obQUKxOSv6qZICmoCgImAiaTiIXhumhVzLx5TQmPXaXmO3BzW5OG17UTQ+WzVQgZImmnk4PHSNGDnVuvDvB01FON8HxsRjmyEAWUAjbmzSNyeNwqwx/VpaXD7nBbBU795t55lVde3lUw7S2WxApB+k8xrwLrG9pgIdbnpYMbWIc4xxnTyBhyfaVJG0NIYGmaAahMfk69g2zs0LdscgJnu7S9VzfqkCaxvaT0DQxYcEIlQfSxS8L6gxgJfpcWBVaw2MNiAjMxKVx0wZf3sgVlWc0AwmsZws5dFBhVh/KqeJ2ZJ/dv+1p47po1GYKzfQ9zgRQCc1ojDYYebux1qdXjxzXe4vjpt9FI2h2S/DmANdpL5Aen1ikMVlTGIuUhQdUrC0PhKSCxMjbluJ3QDvZ4t0HnV1n7//1hx+9sBJm94EHO1X+DCAddXHsdlwqtPZzxbPO7WPWZfsZvrxoBnnhPubvdYp4hpTZjXIBNcL36z2HdhY6Bn7Eyt4tIYkBWZeyBDBG6W1ike826Bc2r9rgZl/mPX+ODicIu6ySdmoKFYe9y8NDy20a6Hlo4CeOAZ17Finir2U8asNzUBIGfVJ5VaNGX6GDOwat4PQ4QXYmoVQi1yGuhZ2VR808JY+XOrzrFFod1om8hXNxgfNBo+Y4K4OJSq5fIOzcPHGkQ6uBbZIXV9kkF/i8hKCg1UWNrmdJqwpihRCDEe7hP8KeCgJlHMJJ4G3kwQ1YRsuHnZ5umoO7nWobzeHDiBDsRS9shFtCxZRXwGZkqVf/Z4yuKSmYbTshAjMCM6tD4mLWUY06ZEtzFsGsXZMVuHdbsG8lPz6fo37xgfOXncgHFEwYkqTlSRUJs4F+hCcyhTlKhuWJVxPM9LZvxbBWOGh9fr6EFaBVEbOzOadHnqACYGbkCkVRe1NEuvChqH/W7Pf97fDbD0SL6XPhtYMEHtyGCMAMaCHjM0A9B64rT05zCMPYgT967X7TpVOOZ2HJvWAraGh/VpehsyDZsxIL5X92z6yCkzmC2tuEbs9kv/XoW2bVjQ7Re4aHUSE0py95y2xyaTpO1bSB8nX+GyVsEM+8NoSso6edgaRtbheQZY/RagVwU+RAHLSdK1JiOQ6yiALITc9vdzt/HutVP1vAlz5SM340ADpwZErFfUOBesAqlWB1e3jFT7HsPcy2lbbFFKTzmbgd7SmsrOKNXhoRYmmD3ECGBaa4Ahne687BelOsS8LZjIun+HImyNc4yUCL44cRKvAmBMOyNNJ1kF8YLmzBOqQkHRCOpYvK4++faP/weAmN3+hN1OjH+u0oKr3YJnt3s8u4s4JIelOATnsZ8q9rNMkBiL0PhJbnJhlYsfp4zsA2JJEtFOgsQzZKGw6yW3rGKwQgwiK+8NTWeSNJohko3D+4J5qpgWr4h0oK7PvhMpV2P/ADESitBo1An78mBfMAURDk5TaZbz9pnGQNjNzJgKY156RLX1hZES6UEHYGXrQ5QI9E1tTFOY+VQxR92BlbAyT9+iT/ndbgwMapEkV4eqj9umTqaVYWpCagMVZvs/GlDZJm+LeL8XI7cpepyWiKg3lbs0oTCQiuhLLD0jES7fAwby5QnWYG+0VZfvw60ZoTTUrChDRG0Apmo0NMeC3SwtMUolrNnDLUBZHFYmnKj23ic6IXJxUrroHSKVtoGNUbt81lZoDnT9hv1b14DDccLdKgDmGYlg1wCMpT8qhBK2qiNAgEhkd49tsZLmj9eiwMDODI8d+6Z7mZmQDGgw4QGcMFAkVUhWUu1oC2DMmp0c7mlZbMg836ZJXbtm29SO/a1Fs+NNpwIFbgMSW0XYAG6MhenrTooFQsytImVkXFo5dHUbDYywCZ1hE2t8h0rcqrGYqBulDcxME4r6/l7No0nTMVU9i0xvYceV1X+LiMU0jgnsqnqphMZcOHTTv7L23kfygUNqxKvOTWcA4Loz7nAzlxf0wIWIhEUy3YwFSAOgGQ00z7tX1+qwLtNmHftQkFxsgKYFrApsyFUJZr1UUp2DRu9K08dYmsvHARDocY6duqFgsR2zXmsz62SWayHp6CEtXbr+5XC3w7JOqBW4vlqQtYeStUtoeqVh3kqqvfY0ZfaIoTTzxrGNRtD0diLfgizvCb4ydgGYmZErIdXuNTMyM0VFwQRhZjyg+hrbH+RaZ5xd708w3vAg5vr6iGu1Dk9rwNUy42q/4MHVHk9udnjtdsIxE47ZI548dncRD68S9ruEGCRCjkEYGmbCNEM6JQPwtffAIZKb84YutA3CVTgvNfzEBKqySEqRnkTmIV+KOSXeD0vHOn2P7tYbzqj06ET/ElV46J02fRzQd6OxFWDkIZ1jM0JSJQ4+COUnjsRd58GFUOHUoG0ALlVyqOeGU/eGztHzSBcQ8JKq9DryTKgDEzTmzcm5ls6rRbQxNsyzwYBL958Z6NkhUg5qSHd1xUrjF5xOE24P0lG1MHBaHJYpwLt5c9zGzsk57Gmm1ltFz0EIBcCqnXNFcOiD9E3apYCrqxOSVjGNEVjWm4e4cPoGVA5JbpgZwr4F6mkSEZBOm+jfjtVufgYe7drbTXUEMKWadqaiMHCHiiMV5EF4XsACZiAdqyskbTG68AIduABbc0anrGKE03SRwxV7PKgBDsCBhE9r2hnVfe1AuAZh5yRtGp2Iaj0xvJcoz5PcqM+N5QS4dgB6T5yr68eaaY5zZjyf5rti57DdKFhqpAQkDPo4rg2A2GcHyo0N856bLs3es2siymadVXRzOzNfbNdNI2j2BSjKlrKlnLY3Vze8Ftw7P9csJcM5RaQ1oJqhHbFoyYhRikMsSbybhjYjLlgDWCmzvpdWK2d7hJPalvPRzrUGLkAH223+hNpAHICWVnIaSMCAi56bvIbN+QdEvD6mwn3epgnbddW9wmnhhzHSrSozFGVsxlSapYB6GsrAimfZ74JpfPTcWOrOLBm4ugZeDFCuS2xp7JykH5/zFY8f3bZjXpZJqi4HZrGxjb6iEiFgKyFoHlu5V0rlwuCkVUkKaCrT0LdJKtWYCWsiBCe6tbVSq2oiBTPNbVz/mQxi6wN1ATFtXD044DqK7XqePebdinleME0ZV/sFb3o44yOvXOPZ4pEqcFqk5PnBGrCfMx7iBEeMZZGbSVpjK1VlFovyEEvbNEZBbGMAlG1oQrNiKQynlR7SyfSUHE6bKqRtKbVVKbFOBpw9xxEQHGMO0vfJkWzkWbU8pUoJXUhSzunWID1ipoSilTZOmRmreKhqdiWbXIYXO9ROz1aHki2yP1P+A2o25zaPNwv0ACAD3hxtnSxYFGj06lHy0NPE1VY5Yvljex8HSX1YNNv8HCwaRgeUxg6dp0/OAVXwBQ+vV5wWj5vV45AdwiG21+biMSvI9alg9bG595qPTE85SEQXNdUw8Sr245onD6Fg3q3teGoVnx4T53ElBO/hdLMNoeL26NtESWAci8N8CnB7a+hXsSqbRCSVF7W4ZpY1ai/MIl8e2xrt2bxJVUqlJX3EjXmxFgIyR7Xjs94/7PHIDg9ZOiql4bnWhmBiAS5e2RZLl1YwHDuxQ2gCdnnONRyiMo9jF++gaSRHwnqNndtlk+7sCtB9WcbuzcZYujZv+k2gDlH9CCrG8tyWVvR2cx68RbT82IIIO5ZpXkWfhOc7uW7YIBqExINWY2SRaHi+6ffGxrd2nFxEd2RajlrFMK8kL53Wj3OrsDwdZzFdiwSXuiasBo8wJYThvALChpjhXS9+6OdGjoU332vbp0LSki0IKQ6jOaZ9H66DQzOxlHRXasZ6BoL4zEByTK1YlSAA1LF3WLZzhbY3mpYwxAIfMsKUpdovaLWWgZmhmePY1Nb2MW4sGgCEJjwuyfdqxjUiZ7n3GHPdU5Gu6TmvHxzv+dDYNbB+aTbH+1wS8OEhrvRSrbQ18UtaTQkIkN7vKuJQbGB7R85WPSmfKW1bHNbiJAVeAYakwplFCJwhMbxVNnXjywuIaWPer5gCISdhPaK2PA+xYLdE7HY7ucm8+gA3x4BDAQ6FwCePNXU/AOfEy6Fo2WrOAf40IU5SoWK236bU75uba4KynDxub66xnGaNljwOhx2e3lzh1aczXk0Oq96VGjABmu+FDbu85osRMPRV0k16CgWzCnkBbMSJtpnLJGTUZdLSzsHZ0jbYITl5D6AoMzOWZcsTNRVi7zdEXXZOzMvl/EZgUUUpHtbd2dJxo6mcD92z4TyAc27oogvXcs52zBWSe626MSynqeWSk3aIrdXSKsD1PuOYPJZKeLaIp6Sle1LyIp4lEQdGq/ZxtbUn8L5XLm1oW7eixi4KHkvEjSGZsG4Mq4xBWFfZjGzLKmDcMOBXhyk6zAoMrQM2TlMHR0P+32hiK22X7y4UtPUFAjqrcV0d7shhQcaC0pgXSwU5UHvMayopwmHHHgyWVgIsrQQAQtZrH0CY2GGn72FzPEI67IqbriZQuWJSwW9hqY6orD2QWATBlurzrCC6At7bXOCuQ9B0MFUnXcwH1vJ+FZCCg9hTrxvmFVvNTP+9syhjZD+md2yPMeH1OaAm4sYWAl3kObJHAHpF0hmzZIylvZY2QEZeB61u4upairClXZV1SWsEOangnHcLpikJeNGbeatSGgAUMzW/lsbwZA9wkUpITRsVZrQuLMwgqgo+qAMAoImNR98e8txSH0TG7LgGmkwAXLOKk08TluPctCQGCJrBHZOaeW6BqXMVNfQ1lFbVSi4FaxTJQYgJPmoxiBaFmP+OXbN2XkgA7ga0MlDMfkF1LlZ1ZCmknAJKdfCuNhPOti+is6xE3QvpvGDD5mBj74Z0ctuHq+j7pilvgpzgxUsm6l7BTKDd1gDQfGdGE71UVV8Iqa4sDOxZgM06pJ0+eQjzfwCI8SGDXBQGwRdU3/PJ3kuvo92c8DmfdYP5yRU+8nTGsRKeZQKyxzFLrfzVnEQrY028zAI8ZYQg3UjnvGKaErzpDwxtt01KbsTrMuHm9gqH44TDKeDmGPHa4nB3djce6+rHyiMAraSaNMdYeLBVP0shNBpUI4jgB/Fuq8DIWzp90LdYq4FRF2PfazPZzj+79vx3p6v1qbWntGqLLOSx03GGeLH0fjDCamxdZZt/wnAQVTdiB9ds3cdrYPoEeZ+tSK4WwrIGHE6zuN/q4ltWXdwsN/O71aNUwkNlR0wk6n3Fbk4I2o9o0k1s3i16bBnTlLqmwleQ66mC5vGgouFwtjq9L5gmBcTZYQ4VbhV25IAKz4RQHaajdeOuQAEyuneEV/btPL2Yi0cpAmIAYSdK6ddtigUvPVqRn854wg43xBszOvupbDk8E/YIuOYAx8BCFZkYCQUEwLGKcnWuWHXTzL6J08WRmJGUEblFaSmlFVXLOQlTFdZmIsA/p11AUP1LCF0f4x2jN1oU5qUGh1ALss55V7hVdG1SCgMQNZAic8wYxC1j0vQ1Z+BlFLjLTaSX/o6sbmNO7IbKz9/izyN+O9ZWQem2x909X4Z9x/YAVxtD2udf7fNwXrHbL5JO8V38b2lmaSa5FbDbaGnLKuX1bD26fEUt3EANMkAewOig7itgDAtT84phBeFj2rgWAy/GKnmkZcJ6mpo/k1TmCSdgoN5u4CO4NDbOrl2xa+srKIl7sU8Bec2Is98UfRg742NuVVrWl6wNPc9OzwEpc2SAZUwjWdqpVkJU0BinrnmT4w5t7zRDVxPpO5fa97Lra9eEXNdq+VBaqpMrIeg8NB2lM9Fv7Gyl+c7U6pBykHtk9oiFkLxHKqyBVK90KkzIlXBXCEeGMq6f/HjDgxgXCmJIwNS9MWqurSrF+4I3v/AUpXjsdgvm6RFefTrjyRJwrMDTQsi3EQ8Xh+t9xm4WkfCs1vMxecQoqv2SPdIUMc0rYszN/GxE8/NuwZteeKob2wM8vZ3xZBUAM5ZHZ/3/yMgYkCntd2rPrxAhVa7SuyV4udE55zANk3XjOtps8ztgOTe4axvQsBkDaBO7cNhQsiOIyWtPZWwYF7byZ9epUS09HgWN4+ZhQzaOTsvKG3ZanAxwqWW5pY6cq2DvkFMX91pfoRKVpVFfi92cRJuSHdYUcAoB7hiwVt8s6r3rtHAMW9+FqizbUgmTAbiBZbEWAOYRYt9bNtUhvaObSSlenyvgr5veFXz2YcbKUiV0BynM4uyQbyMezQX7ucAxg518XlC2xXQedswpq2BPwbk5yRrj5JykZybHMM+1UZBr/6Sxo6SOrllaBGQSXsy8Nkb3aam0k07WiRivUsas1zWw007X6gZKvBH1AowTpNOudL2WDdApuI4QPYpULTFiErxr1UveMaZYG7AxJ2ubL6Yls5JlY9l8Haq8fC/dHkv/bZ4DaBUg4xoYHVUNuJ4HHyNrQ8StzHxjWUK9tFrWhPrD+O1tgJl6Pxtbp5rSKdmaNOpnxmyZXvgw+C2xzJ3WdJCsGg/gIRUDiIB6s0Z1uOG4SvLACdg9OIEogUuAc74Z7iH0Y+69oLoI2Y6JKzW/GC6DrkvTVgZixGSSFHgVxKK9pqxisXQLBDOlTGvUkmNNJTnf9kvnKnyVACvnDnrkvlLhc0ZewyAIDiISVl8m56uCMcBKzB2LrijOK0BSJp/UaFLSSa6X2ysrZqL9Vo5fHVzpvbRs7k2T9rs6SzOOhQe10qYAYBwjuPbVoXrXq5sGDVcNbpPGNrZHAqWeesoaKB5Xj8Iyr63a1v02uJg3PIiJc0IIrvkSABKVlJLgjjMePLqTG1nx2O0XPHhwwEvHHV5+9RE+/PIVnqwexwocF4998ngYC652Bdd7hynmpjEJKoaKKcmFmldMDGAazKV8RVQRVYgZpRBuTx5PmbEqiHmewd2oi+m+MeNzujcNARshIoAG1mzBQnu4tJJGEo8YP0RpXXzIWwAz3vyoAx1nLeVNKb/Glkprx27t6odIyQBMX6S+mbAZC2RAa+yi3Y4BuOcj08o8HaO6Ch8BKv24S3Youjn6ULBzC5JqaWJMWE5zAw5pDYhhAhFwu3qsLItsngqu9it2s6aQ9PyO3iHNg2c4Noli9Nhq93aQaEs3zaSAbtgU7T2K9mipTNjNGZ+z90jHiP+BFYkYNyhYmHEqDsdDwOPkED3japcRRhatCqixjYQIiFrF5l1tOXS55AKcnFa91QosyoqNvi8OhEccEXWWnqjiSvUugYErcq1J3JGsRqGDFRPsZhBmBeg7dngE6WadGbhBL60WYSC347DcetB1kmGdeAX02L3PF/Hh8AT41SN4RnQVMXYxfIy1nYcR1IxsZmNlzkD/mIIZ1xMpWzemkUZQY9f6eR3HJf3VI+22plyF0wqRtgYrg51VKunccWo3kEVP5qwKpgn2+/G2xqvc2Q1xbY6wztalePCpNyg8/z7yvaHfbWjL4LsZX1EXb+dZS55Z0lFZ2RHOcH4IvuhcDYh2jMbompZDTNlCYz0McGLWm/VgNGn92sQMT4CCrccYE1KKOJ1EF7TqTXyaOmgAAHbymbU6MY9zFT4LIxNyQQkeoYh2hot4W4Upy017BHrEjRkyV2SuRzmeNSCniHWJWJdJG9Eqwz/MUyJG9Q5EWybMPme8ZufDq07JUpfjnLbXm/5zBOL2HEthRQU1m3SViYSzw2mZwOxxWsQyojBhciJ0LowLEzMOF6RxY0keKN3MLtaExy883aDnaUp48PAOp+OMOCU8fniHV588xK9/7AqvFcKpMu4Wj+vk8fDkcbUr4smhHjPjhbLBTFKKZ5ub6+rvZY1Yq5WebcGLA1prc3PvBdQn4/w76iONPg+MGGzTrfcmrZgVdeqalLoF0KjrBk782Wur6FsyEzwLzV54W03Tygdto7CbcH4em7ONQCWq3TItluttG6RFuKV/bhNVZqGciZ0I7CqBGx1vtLqHrxXZVTgfWiRai0PRzcBoXKtQKdUhugmHImr7ZfW42snrQswtRdf0MDFjvAGNgEy+G5rZ3bpMrXfTsk4tj2znaDxfAFSgKwyJ98BjxzjViNeQm3fLyg4re5ySwy4BD7LDTlver4mw6vtP/r5XkjUmBBQ0VYfjKeK4BLyWHJ76E7ICDgMvIswN2LFv4t8AbJq+SafiPtdFx6VgpXrMIByoqsMno5IyS3osewI8u9ZWQ/Ln3StpbL0xWp5bFYTJu4jR2BpPQKyEyRF8ZjjnNx4z532Qgi+tusl0ZmNlE2BpI7R1NAqHLQU6Uvn2/1YJkkK/gVi1TNOH2fpEm2eb+aH7EDOhkmuMiAUidhyjJ6oPsvAYg6g8icttWiX9cjzscTzs2+cmLa+2cR65n8/bkVW155owNq3qQxQyqDLguhbR+i6J2l/SR81wy7QyDlIN1vQ01PU9KvhmJoTGdgHVW5sTJ8w8BXDSm3SRcuVkItvsW2BoLKg04nwOSAjCk1tqSoImmXTiDE4iaQgVNXttKsyNiZF/tkfUdh6McSk5YdoFpGVtx2fn14IjH7Zg93ns3wiwz8XkxmLZ/89f30GNBjKDcSERo7rO0IzsvDiOS6C6rB43hwhm7WXmGQ7S469UKdm+Z1H/ccYbHsQYlS9pkgKzvI9zAodO8VsVUS2EoB2uj4cd9lcLKn8Wyseu8LSKyBCVgCSphTU5TNFjN8mFu0JX+ae1p5ZC7KWttTrsr474rLc8xeEU8OTJjCcqdbThoOJTQCs4Og3vBtaFIJuz/P++4A0ArJdLZ1i2qYSGlLPXRdhLKUv2TVgKAMR6Yw76Wq3KGFE7tS651DYic4EcqcyG7EcwQkpbp7jZwMma3p5FE6QAioqljAhowtWtMFFEvQ7BZQEoQRai+fQwS/n7OMxkrmpOmEiaa752knLYGArmaQUF2WR6P6KupRjNA9v7Zr/ZKERnFZCSx2mNzdfB/l5ZbL5LdciZmuL/VAi3DACMiTsDckcZiRiLgoNnmbDPfuNqezVJusm6mVtKZWR9cvFYloC7Y8BHjwG/QQmH4QYYDbwoRGAwHAMP4FEBrGpKNzOJgJYJkQDPHpFJjRmpzeOJpfj6GSpWqrgl1fuA8Cb2eEzUOrQDwAxJFXUpYJ/8IvbVczg8Tspc2qUuDByLBAueGJ4IU5WfRL3Zo2/pBJ2XrlfLjZ4zoweN3FiG9UddV9E2fp1XZvhoN78Oilg1SqMhWxH7A44NPAMFlL2+r9uIe52rgFeNB1cAYZOmbT27WABMWqIKYGccDzvtXB1E4Km6NVvPm/XoOpvTzreyC95Lar8L3LsJ3XBx9DX9tfJ+aoynDJHsM1X/L4FKc+tWAOeAXqk4mPhZ6snsF/IampB2Oc2NGTUAU6sIVMcgomSP7BiReFP8MB6znc9aCVXP59hA14eKtKjez/ymzHNrmEug2oIs6WydMO0WCbo0RXYOUJw/q3AzMGEGg8Pg2q+9pRdtGLAe2ZjG1OlrePAYMg8w24ttbyu636XkcXM3Y80O+1lTt8rom0P5mhxSuoCYNlrvncHxcbyhOZLFVItHSQxyciHaDV9vQsF/Fv5/H36I2yqio9sKlOSQq9xcjPovlXC1XzeVNtO8YppTu1Ha48EXvPD4gM87BhwWwklLVR1koZgGBvozAlqhoWkj9JI0T1JiDchCzUVa2hcvFLJtoFy1/HWclEO6QkSlg3FWJWAAMqOzo51fQNkXp3RqGkHJVgezLve9S6zk0p6T1qhRh4Cp5TR3ca/mhDfCypa+qahVb8JBc+7EsBJvyZnbQuxl77bQJNcsUVhOAcsScXfYIWVx0/WOsXeMpRJOFbg5Bjy69irIlBu76Wx6GmxbAmt+D85VUJRrELXiLWoaKdaC2owT+zmaoSmg7OBXD58cgiPstDrntng8Y4enyLihihUFnghg1wynJmJcRcZ+MhZRdCDeiQ7G5oXkrD3W1ePZXcQrp4APc8GrPqkDrwCY5prL3fvFUjwRhJOCEda0UoR4RmSdy/Z6mw12P5gFkqsGjJHAeI0yjuwws8MM8Ufa6QsFfKD7wpwxAzJX5GfXA0HnJpCqQ63SHLIwcMwETwSn7xUUNQUvXjRybfw9DxnbkEfH39Ed2P42RsJbMNDfy1gcZvHzqNxbHtic9b6A43BD4Q4MmpGdY/GLEQs+FNsD/dBHzPRP2cvNPYkI9u72Coe7PQ53O9FS+Qq3xs363aTOhpR90NYsUcG99RUzi/9xOFc3/ZfMk8qchZ1WI8piILBeA+cqmEj/ZjdfYf0qo7UnGNklK2HOufuwjIFUjBkx5lbOLKXXU+stZMFGqQ48a0q0mUn2vc7G+H8AcKn2vWF0ezbH9NBbrYxi7BFomjCY6yqst5rljeX/G92V6ZrqEAiaq3JFe4083vs+udrNQ8fvMjIs5pRs9xF7Tq29ncu6BhxPE57d7uEc400PT5s10jpoJzXYu798P+5444MYiJiMndB33lfAV5TiQLVPEDCBA0nOWBXrzAXzvKJcH/HSZz1BrQ6/+fIVbjLhBOCWgZK1bKxSy/2m0A3EQuyL3Qe52JaqOBx2uDvMyFpdwVT7MiSJOkZxb8C2O6/1TYrobEwuhJNZtDvxOKhuiPirVGBI3lTTUOG+CHAEGuOGK5sfY6P10MXjIChcct19IY1dZNtNUjcOAw/mNVCya1FJhrA3xVWE2M35iq/ND0FAgh5nYRB7+CAAyNJHLWpQPUmrXDj7jrU6icTW2NKC0TxsYkGMAS4JE+MA7PWmn7VazQcRBI6pA9uM7ThcyHJ8xaOkAEy98SZdswpIQ3M43YI910qer/UzF62UStkjLiJcfqbzogLIVJEBrAwAIuy9gt1I1SPFAFbblDoD8/KzGa+sDh9GwUf9gluSSgc3AJYKNAGu19QSdJ5O5DBXMa+KCkoIHYzbGAE7IIBozw6Tgq9VU0yJpMLpqCzOiQk7ptb40ZMkXz31FGtQqlpYEJvH9t2h119uQG2zZmHh1uRazh6Q9S7Pt+NmmG9J8N2DhmjLztj5bg7AnnHu+Gvdq+13e68GXljmGtVO18saKqhTd4+2XmhibKjME2/P9ziel3oQ/VpvpWAR+bp2byN7rjUUNMGvsZG+PVZaxaYZ4rU9h4Z9RTte2417w2iY+BTUdHnj8ctJliSlPXccPARJo2M3iNW0TsTE1doXWAokBeDUb95ZweyySpCTksf19X1dnqx/17R4NpyrTa/kXAXMpdyrOJa6r9QYoLV2B8pAtXkVZdUE5CGrMIDa4Xufgxy77vI3rRTKQ/+u2tsa9NJu3y0h9PyMpdcju2z2DesasCYplJiiaAnjIB42J2A5v6LPK59gvp6PNzyIYUCFY64xMm3BDiVhRncZkyAoMmBZJqyLdP594U03mKeE157t8RtPZzxjxh2kqyeD4BIwR3X5jSObobbWWXpqrCliWSJefvUBXrud8GH1h4lKudsYRb3mdmhLwp8BGgx/A8TfY9UFok16deI6cKRWTTNqY+6xLLqxWn8TK7E2E6fxg8c8qn1W24xDBVFG9b3VgSw2Se8ZWr+73WNNEbvdOlRL3RfI2nVqefaB7SH0XHTNTtiO4biIxGyvRXFMoNpTVNO8NkATvIdLsoEfTxGHxeNZlusQNG2Xs8PhOEnpffYoO1nsUoKKtin74XzJuanNldVKIFOSG0aOYXNTsc1Ariu1c5BywLRErClgTQwg4HElvFaEYgcYCyoWqnhKMmduOCAvAQ4eVzsghP7eJsYrxWFZPV69mfCx5PAblPCKW5qY1yqSQKZLqYjsJF2EzqY4ANfsNs6c0mlaq430easme8ZmpidU7CGMiwfwQMsun3LFooxlZTX5U4A0sVUtdXbHAQilVyhNTnRA3jGql0os074QMUJAKz8fr5f9LMroWrXY+PfzNFMD8rbBs2zO3rGAaAIA7celAGbU2fQUsBxbDP1GNa4P56oyrB2IetctFJqLrq5dYBQN29q2G8qQDtZS6uU0wYcifcWSR9GS5ykm6c81r4gxCdusQKaJTU2Ho4yUVTSNQEgATJUec05sB0xwbCJdOeYqlF/VGThUQI0/0ZgybL6j7EXmp9KDmDFFbQytBRkSiBaQWzBNYkaYc0A8zThqiu3uboecAvb7pWnhvAbO54Oc0793rSKzOHdTCsM13Z4/a7gbooqBjWFjPS9M7Xy1QJit9FzmqjDYrvV16kGoaOwswCvZ2BDaABgrSzfNlgWdDdBoSwLZr+R38WeStPtuXjGrIDoMQEwCJiAGQo4efmwM90mMNzyIqcWpfbPmSgdWAEwolZGX2Epax87GFlXPOylN2yWPq+sTYiz42M2EZwVIULOvSqirdAW2MU8qsouAc05sm7OAmJu7HT72bMZHsvhfWEk1sI1KTfxoTAv0b17/FkjTSrRtfudct6C39ADQb1Q2NtGDUsyjI+XzOlePJdVEoi/wmufmlXSjFLklV40+gqVwfBM2WwWAnW8fKiJnzPMqKbyQu15gAC32newns11bPXNFLNDH59hm1sAay01+FKsZ9W3zxkBezg6vPpvxyuKwQoS0D2KV8lzf+/I0Yzm7dkN0tmIrUD7XAojIMWCakkbXbpN7Hmnckr2a0tUGlksRV86rQHhLESffhaS/0YqiDEbFiQqeccJH14g3LxHXT6Xy6rN2GY+uE3JxeHIX8WR1+CBlfMwfcaC88YJp30//n1CxUBFgo8LeHTsEY1GoIqlm5yFcA0FyBdAADEHWUxcN9/k+KduxB2GvKam1VSYJmEkA/CCAt/SrdPkGwIRQgan4ln6avPjtTFHBDDMcDdU0xCDaOv2Oa+Z8LY3g0/5fytDHq83JPned00qoIE7aQX18xqrGscHoyIyaxq2BgYHFcCPQ0cpAe83YLdoADDNtwI3dTOfdiqt0wrpGpDSBuWK/S9jvF+z2p02D3H5j1qi/OHXXZiAN586YBC1f95zBjuCCaHaYSi8Jh4mDNb1KDIzH/LzrYYwFAy5IWwquXSjbAhvu14aIURID6h9Vda/YXx07E6N7luh7Mo7HGYfjjJu7HZZVPMfM9HKjOTIm1o2GhnqvKQ5YYhOEWzBpe7D3FbUUgKRU3Mdtt23p36QOu0xdJEwCSK2wwTlGKZq+VNaczwBMP5+0Sem0NBd1o8haHIIGpllLp70nSGVov9dYVd9Y1TVKK2Rey+fk4jFHh6tYPukSpTc8iEnHCal2keg51VjU8KizM8J/OFcR59T6hchmIQh0nld8zpsWnF7d4ZYZK4A7ME4MHFeHQ57xluzw5kenewssF4/DccLN3YTXMuEOtdHx9szWzI+ptRqAAhlAS0bHf7ohByelot6jRZfWO2nc1ICBNh6iua5u74vHt1Ln7kXRHC3H9xqiHnltZ6JMg2IREVfXiiNqJW0bv8eizRVHy3tZ0LIoxigUMCCjDSD1vTLLYqaigGfWczZs4LLgdYHFzsq5PEQH1PPkuTjcJgEwLbWn4MVEsXbziY1O7zedUhyIPCj2Ddx5DFRx0bL70vwpTFBom+doNe58bZUU/ZygXe+HnhGqx4GBE7M47DIjU8UCMZ37GK14laVf0Ys14kHymFNFLg4fXR1+zS14hRbVaGmpMsnPAIc8JH8qGKtYnIHBSARc6VcNILzIAQf9u7lMF/TNZwK1HmAreMNGeghQ99DGpkxN1Fv1/QoEDD0gATQHlve2rtaRJD1k5fEHlrXlAUyVsBZC1FL0KVb4pNc2VmUsJZ1T67CWhhs9uQ4Ezu0NAPRS+eeAmVHEawxQDL0QwN4/Dh4gNp8NsNgYmcmxnHkctladrm8M6wmVQNyPx3mWNFD2mHcLrvZSOQfIDda6O5fSfVY2nzPMz7EM3VpzmK6jrQNjoSytpMe3NdjUVJ6Vrp0NC2jIMagqw8Msxn21Vz2NXjljE1RJoWiJdMwg57sHT3UIoSCloQ2KrvGbux0OJ2kfY3tCTyX2fcX2iBEQtHmQZe8sWdZ4reLFUnxtLE1yse/RQ3rOWKZzLY1ZZMiJNjBTUWqXPGzufdUJkwUG0aAfra41JpV0Em32KJeknJ05NXA0zgMfpIBg7KRdq2v2Jm2tVHEhXlGA073L+9zxhgcx62lGhgd51oteW16QfAXVrS392CbAhkzg7jDLlfDw+oS3AXh2F3GzOjypIsx9hoq7SqC7gN0kN2XnLCLzePJsj1eeCU3/DBKhjlEn0NNITNwjN3Qh7/OGde+VEsguLAS6SBiwm6qY4dnfQpv4Zl7VBbwfN9JhSCytobSlPTbGdOjnjZy46DJX5OzbppfWiGdPH2BNsXvZKMixyqgRZInZ2Jkjqh83b0H1zm0jkxZt1YGhGViYlh+2DVm9bsySPCrJ00wFC7UUhB2b6QJG2voec1TRNp4WiVTR8zCLf4kdk4G5dl7r4Kw5AEa5ngXVSy+vfa1iplUIgQmBPRYwFnaYqOKEqv2PKhYUJFexzzu4Q8BdFgDzsltauXJGRSAnvxMhqxJwnIsZFQuJB0lkh4VcM2dbwNiBGstS22sIO3SzvKxpoYTeBHWc7Z4UyPi6EdiK7bk8Zy0OUyZEN76uV+2JfwjhqO6gtwzEQgiV4DOwywJmPAmgmYJXgKE9mHJtaZ+mX0G/Wdn1f96aGZnBkWVr68WuaUt5lJZ2iKqdAu6DFaCLPhto0fSC6GMMtJSuczGjtdorVsxsTbyVTMivVvvFtUo9mcfUKnjs2G2cs4zj94paAj4+buekBzzSz8daFZQse1qlnoJyoUjjTb/dC0i9ctwIzvR8tPTfUJ3EQ2DFupeZ6N6pV43d/Gt2g6nglgkmYtwddlhSQD6J2dsosAbQKtMMCAe9DgaAo97QTe9XshRmmNZpZOLGeWKA0Fitsdecddy2z3GOJWXo+r4FAJQ13YfSquQAbDREVQEfJVY/GOmz1D4rFAE2vjaLCLMnGJk6u9cE38MVmrn5L6XksboKvIpParzhQYxZN3su4BJB1rlW88g2Yalqx2OWnLoh71FQZfneebfiwWnCi+rtcXu3x8deu8av3QbcqqPLUgnHJeDhtSyoXDxuDzM+9GTGhwqwaAppBCrmo7HRuRDDVPnmg2EdPq0aI7ouXgRksUh5aX+f7SbTH/fDhiPgTks5i5jfjYvVohdD2vYYqG+MpncB+gJopnbqhCkeDBHHww6vvvoYADBPK6apG9zJcfbyzfH4S5GIaNxQ7aSdg4ZaCC5oVZBVJmnFgll5t9yvpnAs772m0DRDj68y1tuIZxW4Y4BWj0eVmqur6RaMLva+Ntp0w27F0rpts5VRe2mHUTTKDVMGL4SC4Vzaxlvud56WjU3A0azdtOsqDdc8C8vRmFn1WXGayzlRwS0l/JoDXs4BB1rxxK0CXOCamZ0BGuD5KSWg62OEVWScyGNmQmCHa9W3XA0VR1LoC21EoNcWIlRf9ZgZmnoZbwROAEZUd+W+sQOvPt0jOGogvlcSDVE8gIcMrMnhkByWKr1bCoCcqZnhTdm1tgXmv+RdxRS6u69z3QTPPFvGKHsE15t+RYOD87bU2m7IfT7b+9laaGkiYyqGG9zop0Rnn2/dlkfw01tgmFGeluAOVL6tj5yCCNgdS3uKU9cV1kFraDdMYyWDdXgeWId1jfBFnW1jRnG+pat9KNJ+wBc15fPynmqVAceoGcLksEfVu5hzyizZnhT7PgSVD0D3WDvH/f/KXrkqExD9/Nv1yhS67w6wObchZux2K25ur6RYI5+HpqY7FJ2dCcsbQ6NzaJqTsEHetxQUu9qqFYEuzrVrPfpTGeNuWqg45dbTyvuyYWOa6annZjfCTHC+7+1UGFWDQGO73XBfqE70V5bhMELAD+zW2OanB5z9vIixXmlMuPceu/JJ1lfj/wAQY6iyIWZmMBHIu81kFB8F9N+5ouZeyiiGddvcYNLIhpx0iL45PcBJhZ83YOA2AHiANz08ISWP33xth48U4O6sAN4WEoBtHnh4fBTyWhppjONE4NV/d8MfuULKEDE4OnLvhdE9FLZNH2slUEvtSHlm1Q2i+w6gHckIWgC0Esa0huZMayKxdZnw9NkVnAOurk7CWJkex1o1PGdTHxfDSFGPNypbxEa3ErEKb8V1VNrWi+vl6TS3Em9j41p/lMFIao4FL14RcAh4WoGFgbtjwH4X2nERGfjbejQYvTteH+8LKhn7p3PUizW/bUTn1gByE5EKgdw6ocvf19XjsEScFukam1kYI0/AFYCJCSsIAYzAwtQmqsgKOp7SiqdY4VmaNlYaWgm0aiNqpdpWTm3gZscelbiVV4sGJ+NAQGDCMzhEJjxkjz0c9hDmctXXmz6mgnHSkmpjZQqASVNBRVMxpYrmhZmaSLBUaXwZQ28LYef/nJlkBq7mjEfKqi2rRy7Uzl1l8Y5BIUTHktLKDE8OJ8eYp4rgvTj7JgE0U3XIqevHNmmhFglvmQP7eS7Y3YheBzDv3NBhmHi7h/lezbJZF8M6L5qWEOdsXSsWEJzNWe8Lkmr8RnalVBJjRop6TH1tzvOKSUuqrazaK8Br83oINMzTpgLgRHBFUs8g3jTTZRYdG1v5NQ0gUD1k2Lmm89l8BrFawTot9ADAtTPUA0gkLxVKwFZEX9FBhTSpTJv9KimTTCSC58NRUkvL2lMlzNJw10rzLU0mqcraSuVzEtBmvddGPY1dh9HWQdiR0BgduxaS/lkRohh/Wt9AY87buWE0pvecGQMJK86674vTeGe/7dgszW2vtfM2/u41TbiZm0PAa3MjxoRrd78b98cbb3gQk7VrqYnbmgFU7fnspmZ3DEe16TXGC20X0W7qIWTUSvClhyyzr7jKQt1nAK+g4ubW49HdA0zEeLkCRwUwLQKwC07cHrN0ErHoBEwvIACGmqj3ecMNkYINix7GfjkSBWwpbjsfwkIN+pNG88pCHCdeO0/mdqlt26uWkluX6NNxh1LFUj1lKU+cpoyHDw6DBqc0U6xWOdSiyq3g0PuuBzjP+7fvqDoeW2QliwfN6TjjdNzhdJqwpqieKF3UZo6sABpYEMM+8Z4gACcwPnwMqHyFl1489M0lS5Q5TQm1EqYpgTVCt5uHiZ8sarH8/WhO5mNG5B6x24YvjrEVQSu7AGBR7x3BRBE+CUi9Yrnpr0W0Qi0dBjF2s7M2a/laoqpuu1q+DgE0JsQdWZfzdgNO38czNcfeTMJKZmJkFHXXpZZmGue6VRNlkDR3JMaJKwjS2VpYx63/Sy+HJkQFjs4Jk/k8I7pN+kXfp+h7XO97eXmpDkvyyFkATq5iKsjVIZB4wSyadpqniugrcuh9pyxlUKKDz0HATB3Fr9s0JDlWDcL9NJQ9ZnNAuotzd0kd5r9ybD3QsNfXsYy7SvWRsRKmqTn73BEAGgiTmzSwLAHWPDNAG0LGhHk24JKlbHnwS7IS5vOKq/E4z9OvNABRroQCB6oEH+V4SzK/G6catwqwB86YW3u/zibrHPAF7KiVOW+qoJTd1BMrYuOg802vSSG5DqwpslpJ2NccEEJFyhVxsNgYW30wOyBB9xqHEipKlQa0lq40PylvwljfrRrGdKQ9Zt/T0o82cpIgPE5rcwhuDMywFs9HA65B7iEls2qUaiu/bhqv4f/tWBy1Io4NMzmA+XFum0YGANYLiOmjZo8azVYeAEYad5srthvGKPRtFvdVGomZm6P1+jked7i72+FwjMiVMJO9hnVDZnyEGczdah3YMi7nY/SBiehAxpgYgjATJui138/H8x7bnBstxXXDsTSgoEp5S9WUscEbDfw+9J6sj1ne1PQuBmCOxxmL+gV4x3hwfcTV9Uk2Ot3kLJI5d7ndsDLjjX4oWz4/thHYjKLlaV47beoq5pKwLBGH44zTKoDGKkWYCWsSEduSPHJV8zNl249g3KwO880OpbjWPHC/W+GIcTzsUbKXagXVNNhGWvKQVjKAErJYdhcvG8Y0aLN2QKxpYwpo5Y8jSxVDUXM+13xOSKOpoNfaQ9JMxtZ5BSJgATKSsnSNgTkHMAQR927mEkTvQiSdib059p45USdiZGbpqQSp2pKEgZzTBdLN2lJeKzMiRMS7VumvMlNtpdGWtrDrFUJtZZ1S9TOwnNSFuURqtz4cXK1OquiYME+5VfSNPaZkTohvTCqEfPKYvBgWTsU6xHvEIh3vvd7svRex533q3wDClj2x/5/vR3LcIyhjEDmwr6hn68PmREuBKGh2UNZ5BAxA08i0CNtLXyMfKqZJyqkt/WxpPSsJHwMbOd6ySXsCkMoVT8qkFOlQbcdIlgLp56F32Za9yIXSNDwiPtV0Y4U49JKkmqziaMMqlO6FYt4pLdVdvOpk1BCvDnNbp0/TRGoJdkuP5+0+t6wRq7ZkuL5aNl5Bpvczy4a7Y0QqTjrNF4J3DjF2NiNpdWyMBdOU4IoEn7lICbQ1ly2DZbClenKSYDKlIKntkFGyw1RXNBF1rZs5ZtIAC1rPh10nM1rw2p8uq3bRo+soR4A1Brvn2Y+RPZL5I6+daL33+R9vfMpBzHve8x7883/+z/GBD3wA+/0eX/mVX4kf+IEfwO/9vb+3PYeZ8e53vxs/9mM/htdeew1f8RVfgb//9/8+fv/v//3tOcuy4Lu/+7vxT/7JP8HxeMSf+lN/Cj/yIz+Cz/u8z/ttHU82c7OzKEcElVICXEtXoAPY6DjkeGVym4YipYDTcYd1jXpzjiiVMIeKBywUdGFCUX0MKzPDOgE+XsrINDEAmrup+WoA2DAwUsAs1SCuLRLxhzHWCOgMjDvbzAEo87RFw6O4Tnxd/GZDlNejfd6Yu6/1vq/Acprx7OYaN7dSJvTwwYKHDw7NW2IszzQQM1ZCWSRiIsWNKFAj0vF7kVUyDCxGWzChIGoUEKK0HkhrQJzEB2NeY9v8goKoXMStd00B8ykiHAPqIo0gCyRlc3fyACY8fnDCfiegrFQHaCdX09uU7BGzRy0JPuQWedBQfdGiH41WQ8iIc1LPCjTwkof5GKKUdC6LdNxd14A5ilfDugYcFqnVKUmO12K0rNc1oSJC3HfBDhMcZi2VXlAaiBEQvU0j2Y3ERkIVDwtI5dM0tCMwUPOyqzhwxcQOmSqu2eMBJOc+9hCr+joRhPd5m6pDKIzge2nmZoMc7kEj5W0pElsvdo1lLtPGYHDciIm46alsTghQF2CzJI9ldUiJWhPJ4D2mqBV+zmtkXjoIcL2qyaLsczZi1LqMw+a+91sgNLKUpn1plT1nkfA5UzEyMc4xKFqZb4YPkiqIU8L11akZlwHCZHnnsbqAlGUexihlyC31q2vY1p0ELmbgVtpxUu7FFxatbxglYtDg3EvGrgNd71J1T1LvLvlC979rM7ysrgGYvEprgKx+KOZVg3FPrHRv/aUUsSxTM4rb7dZ2Tcdjb/OqEh49dLg7CBuci8NpCViSx5o9ou9i8qgC61K8FonU5hvVuo6TMK+OWAoknqPFijE1/ZIPBZ4zEO+LsE2XNwp67RqN87LaOmPadLC272vny1ib++n1gYkbwJPz8j7+9dTE/NIv/RK+7du+DX/kj/wR5Jzxrne9C+94xzvwX//rf8X19TUA4Ad/8Afxd/7O38FP/uRP4ou/+Ivxfd/3ffgzf+bP4L/9t/+Ghw8fAgC+8zu/E//6X/9r/NN/+k/x4osv4ru+67vw5/7cn8P73/9+eO8/0SFsRl4jUnAIoeeRAQhaZwL7IlRhDpsL2spbG43b0w0S0SnlTrJpxVBwjBF0NyEvHsdCzS4dEPDRNsnzDQTd+8VcT8e0kT2bh+c5AmyZSm7XhGm2cd8HLcBW1DuK+3rKZTi36+DPcrYRjKk2e6+m21CWKmdxJX52swMR4y0v3KjPjhhjjdTzPap5WIhGgQPynVuO2BehltHTTWP6rxs9Sa8sabrm4LyICHPI8D4K1RrThg418XLKAV5L63mWdNIzbR3vAVx5xsN9xvU+IQapFFrWCTFkVCdzLIa+edn7h6DRXHD3vq/dbKGbR2Q5trRElBzgsubiNcrKyTedkF+FerY0WPB9o69V+n0VJtygtwcARGhumpcrDnAgnLB1532eoHecFQZUpEKJsKI0MGNeR15azeFABQeSzzxRxRMm7OCwZ4cdO5yo6vsRDpC00gRCZWueKamelHyb90V7n7nnsDAmnLS5a5H/uA7Ged0qWc4cSCsTIo9GlvK5x1PEcQ2SgoJHcmgVbMLObI9p1K2cl223m4WyTUXLTsfjHiv2xg7Z0ywRbM1eKzElzUjomjcH0UVYt3cmltJadIAACDNjrFGMSW6EegylEsg6qnsGoCafwSPmgrCGngZx/X38GhrrOrbmaPPqzJfqeeXXXiurhPnt16+SMu7SUKZrhmp355USYm4NI2sGyFPrwdaudfaSpq1DWbymlc/tD4gY+3230/AbULoFjJZ2yikgTqnp3NIacDjOuD1MWJLXtCEwF4cyOYRSWnm7fUZO2g4GHVxbIcLYdNTAzrpMAIDICgCrrFfbY0XXwhsdqaTgu+5vXC8GRvr/O0AX7dBZc9Lhb2OQIE+gXjXsenDyyYxPOYj5uZ/7uc3vP/ETP4HP/uzPxvvf/378iT/xJ8DM+Lt/9+/iXe96F77u674OAPBTP/VTeOmll/DTP/3T+OZv/mY8ffoUP/7jP45/+A//If70n/7TAIB/9I/+ET7/8z8fv/ALv4A/+2f/7L3PXZYFy7K03589eyaPnyKOmJq4bIxucpImaNOUNtb7dlGBTrUGnIMBhlu7SFYmkNDHa+2ixTK8xjPhefjSPCu65kXpXf276Q/sRhAJLTdv5aAABkZGNtctwyJiDhGCykR3pcI7tIqiex2rB2SNilYtM/6z55XisS4TltOErE7HaQ147dk1SiW89JYbcbQMuaVXrIqHNhuybDZ+iGQwLBr7aS644zUhE5YVdaiUg+sAIUmHVVcYJfdNxufS/AoMrGYXWqfeRqOqAPRUe/HG00zAXUQuDvvZi9kVFxB5mTNVKzmwvR7Spyk0ECcR75aBahuEXn/rhk7ON/GhRawphVY9Z66aizpNMxPyJMxBZdV9qGgXEI8iq0ZyTGpOJ6LfEcBYmqmdbwCORQNTieFYhZIsDCGp/wuP85cJs2pyTtqxGpDikcryOUUfrzC6XDa1qTo88JpG9cLEkIMAiFNsa4Cr5OPl/dR7YmBd2vy2ShyMjOX98uBNnn8AyWVIWTxUE0uzWD8tAak45CLO2dbiwEpOve9rKGW0zzawQ9SbCxoQsPLo8yqPcwZHbgBDarwYG0nNadv1W70EQUHM5ewma2XIm0pEWOd1p1oih3kqmKe0+T61OqxVNB927E49lXwoKCV3kEK9hYkdbxdCDz2GvDnWFoSY4KO0MjAfFNGVqSYqAJVZRL5+CyDsurcUU/t9u78bezGmbeUcU0v92fw4Z7VsLx3vI+NeyUwa5Gnwkbbs2+GoQEa1WUsayvwV2FoQNDZsZe6mptOUEYkRDUT6AmsLIPuPRwYQp74/msswkW/tEuT5rIUZETltU1dyzJ3dHrUu3pvnz1ZsbXOk6tyyPdec25kJd2u/l/9W43+5Jubp06cAgBdeeAEA8Gu/9mv48Ic/jHe84x3tOfM846u+6qvwy7/8y/jmb/5mvP/970dKafOcz/3cz8Xb3/52/PIv//JzQcx73vMevPvd7773eKle7JLJY13ixpjKLkjdO+yvTo1yBaDRq+STx7r51n68umHhycQQd1fCicW06xywVGwFvawbtCcDMmOkaz/NR2M0t5O/iSbGhKg6mTaTBZv/VyYx0KvSQ0acFrm9bhwy0auaLsnmMFYFjZu6uVgeDzssy4TDYScLcQ2olfD44RG73doWNqA5ZnIo5lymzo+tG3V1cHWbPmrA0oRALP4IJnJ0rFoYi1jhwGaVb71RtNGna/l+EeIVLbm2KKuxOnpunNcOzw44rB63WYDMUzDWTFgOAdfJYb967KaC/S5hnjImAOwqnLmABtcWrlfPolozgv60Muw2COCiLCIyapGKEHiCU2rbNgwz7droLVwXmoYgjQwPmfDMJaykJa8DOMmouGIPmC+MzkmbmWZyZ893ECAzznU/AB+b9x4kcgUwFtUVGetoQN8zIZ2tmwTp4L6AcQtGrIRYCUGZmCVFKYtuXab7/PeeAV/hFYACdjPYRqnt94EBGTfccU3YY+P8ZyZwIDU9lD1F2JlJW0L4tobEv0R65ZiAs7G7g2+Iec74gckw0OLcyFrWzU1iu+a3qSjTY1nQ4VEEyDityNEqpWpMQxb2bz3NWJepd9HWzckE8KFVYpXGGBnIGxmtlIUpyOqh0lsU+EG4rzc5bSrY2O8spbe1Zj3+Ap98s8wQQONaKw8XpHC/scWOgbI9F3JT170DPQXnQ0FOuTWytWIF2+u37PO2wMECow3rj0EbojdreW7csBqA7tHEuFJAt6SAdfVYs8OyOixwso59xRxdd+xWtm6KGfvdujHVG8Fg++6VwCTFDm2/bHOqgDmomFlTRdoQ03nCukxS4am6GwCtGm/09bK+Wca4t6CTWK1PfAt+0yppOfEj8rhZXkdNzDiYGe985zvxx/7YH8Pb3/52AMCHP/xhAMBLL720ee5LL72EX//1X2/PmaYJb37zm+89x15/Pr7ne74H73znO9vvz549w+d//udjOe4Q49QW+3iDKtljpzRgrQSqDqSGQQDQnSJ7OsBGKQ7rOkmp7hpFtKrN+Dyg5aFdzGugxX5mqhqPDu+pN42iDnIesonbM4ytqbxhfVHMPwFKT9vxU7dKH/Ur8rtGkkXAmvPdgv+8Mui8NFQsqknFuwHrqpN6Da2lwvEkQuDHDxbEWLCuQURtykAsbhpo5t5orpctVvWB6Pqepo8pCqQKwVk0zIxSlBq2zdBpSWqVSNOzgAEfszp1Fu1qW3o32xRQioNbZYNJ2rKiVIcYMq52C97yyOHpqzu8qkTuEUCpQFodPDGuFcBY9G/Rfq0OdZUKKUB6Js27RelqFf4OHYk3TTZhVDuE9edhg9f5ezrucDzMjRE4niLIde2HdxJ7V3DTw1gZtZnaRQUnpldpnz3M0wZShknYBOsmErZ5j+40XQmNoSmkfV+UnbHXJ03B+rPPc5DA4BUGjsnhKjvExTenal+6l8sUzGxrlNJv57VjkpJSrz5NAwMwAsDR+2gDws+ientsKh0Im8Np1i6+Ywl/aJt+bSBqNG20yLaxhUMA0W84Q9R/FvE3UONE+EoOG7H788CZRcbWW2fs7GwsScpBbOqrsEykgWCJhB0ARKjfyXoGrp6ju6vm/jqYNwZpWWLnf9yH5HxLesM5hxqk2SsiQMXBOdNm2HO1wsgCOxJO0IURoJbGyth+U1JAULd2KejwXSNSByuK4by0oGcEBM6Oox1+dy6HaFMksOng2PpjZXXFzepVlZL4jJ1WjzUJoEnZIyZ5jxgq/KQVktXBFUmXjecZQNf0aGbCZ49QhRUfNTK9dYycE8+EaV7F58YxcsgIMeB0mrEuEesx4sA7TZn2uRgnaSMzTSumOW3Ymr5+5J5yOk04HnfI2eHZOpj1/BbjfymI+fZv/3b8yq/8Cv79v//39/5GZ6Uz4o9xXxH9yT5nnmfM83zv8deePADvQ2t4aAsoq1Bqf3W8l5+zCY9hAWNYeFk1H0mFvXeHGXfHiNPiccxmOYdmXHcu5LU5bRv6+PeiZna1ASBqF8n6KxEgdwRAO9wyXGH9i23egHcAsm0QdG/jGicSPO7TuFahpJFb1k3OmJdlmbAscsO0RXdaAk5rQPAVu7mgsohLx0qNcXMKqry3G7YYxHURYLvpuArrIULt+KTnCoDmf2BsjFUuEbFGawzErGkYEViPyqoCwDkpOTV6017vQ4EvHoUcnANirHhxrlgWhxtI6qMAopNZPKYYEWPB9VVp57e0PimENcUm0ktrbIAwxiSMTPDwMaN611gZpzthiAlcI6qrcE4ckIXqZkyT3Dj8STaJw3HCb768g80MBnBXCLcochMfltLYRuCg7JX9eUwptcfs/Gi6yNiWcVRI/t3AizVnHKavvq/OSQOr6KnVCjSQUyHr4wQpHQ+FMBEge7dULu1RQOQQVUtCrkohDjFqFe3MeONpDREHBtPGSPF/PJ+X81RLRG66iVgskveoexFjpjW0OWXl2OfVShaxNt3dBlh9/Gq9Ebh0VmmbRjMGajTXOwcYbVg66kyfYG6sANpe2r6/MgClOux2iwr4cxd/noG+8X3Oz7uBqErdhp9y3wuIVjhPKuJ3qLX20nEFjJJWAsgqjuy8hAqueh4AKcvW4AzIcCx7Qa0EH9T/qjqAsSkmGI97rGoaQU7ztNHUtoPM6RHw1DiWKGMDIkvxWNeIq/2C0xJxe7fDazcTjqvDKTk4MHazzsEq4GY3y2snLZyw9+mpntIclKOah4aamj7RvoMIbfsaMVmGiZtjTFjnCcsy4XSSthRLieJDpoUYZm2xrqkVc4xygRAKWKtGiYDjcZayxU9y/C8DMd/xHd+Bf/Wv/hXe9773bSqK3vrWtwIQtuVzPudz2uMf/ehHGzvz1re+Feu64rXXXtuwMR/96EfxlV/5lb+t4/joq3usu1kcbXVihVAxTwmPHi6qR7C86xD5GgNgk/RsozDmAJCJc1o8niwBxyoeIgWddRn9XxpwAQ0xItrfNWEiH9luPdSMwJKWwhYIAxMJELmWg68CVmIgbUqo7/M87xhSWt33iK5H9SpiLtwBTApISRoPJo1MrEqhVMKaJZXGrDl2R0jJaRTopcy0MBL5jvYdUKuU/pkI0KoaDEhZ+s9+N4qSgwOVMVLLXUOjtK+nccOUa2jpp2a/Pdy8xghRjq+i1ti++5pEe7Gu0kDwAQFJUyAMue6vMTAdArwTQH21XxGJUfI2/UAkWhkDhXFKKNkhFo86JUSWC2sR9IYZCxVUWCO5XlZp165kh8NxxnENUqZcCXcVuAXjgIIjFWlux9LkzoaBFWNkzn1hPl7LCxusDI95y9gQ75hhnp8BmDr8NP1MRdeCgRTUmGYGsiI8NCVApBoxbmyj2u70z1RdzLgOJG0hFRF2bUx/NAIFi9zPAczIzABA4Nz9O6YkFS6MTS+ZlGJjdGlgIO39DMBbKomZBkZje1xy0Ao+xv2JNe3kt+zAOMgzWgUfuuh8dNbOalC5WLS9TE1zwSwN/q726yYlZntsTl77/Gi1FHp3a/sOoybJfEfOAY6tFzsHG/sLWNpblMtUpGLHBWtVIAys9Vl6bvw7gLeSfAMorCLedr5dgbMS4uJaSmQ81pp7YQBzL+E+31eqavZaoKTprBFMtnms33ea0tCvC1iSx7NDUG0SYT04MV90FTEyUkpYJmlIudstqtPjJk73zio0M1IKAmbUDsJrgDV+N9MdOQDOadWdWQdMGdO0YreTOXI4zri53cs8KFV1eMJGhjhh1srUEPvc975itxfLjXlegbkAH3nO9XrO+JSDGGbGd3zHd+Bf/It/gV/8xV/E2972ts3f3/a2t+Gtb30r3vve9+JLv/RLAQDruuKXfumX8AM/8AMAgC//8i9HjBHvfe978fVf//UAgA996EP4L//lv+AHf/AHf1vHc7t6cJ4wh4qHVwmPHx7x4MFJzJl2y2YDsSgGQNPH1Co3WGQAXmi1GkoTWVYFMLerFydXBTBj5cfzxLwMBrETWp2qCHp5C2x8e25/H/PTIP2DB5A0EmUSoS9grqQCgsxHwdoINIqRWDQoGrUCaOV7Vf0YrGTX8tm19FJU887IWRbdFKvmyftmZoI/QECXMUJybOJ5UKpDqAUJ3ZTQQFavYOrpgFoJnDzCJN+NVN9j0ZpzFSiy5TjdxHnYBKU0G9ucnG2aQ867sUBa8lm0GubpIeLZKtZiD0DIECH3ERULgFeLA9/Gdg2u9vI+WY3+7L2dk67F3jxOogAxp4K/vEYxWItps1KFpSrICSDy7Xsty4xVy8TnKeOlF2/x1rdwSy3dHCJuFo+PFIcDS8+kPFTPnYOUoqnM89YCfryJYHtzNABjqSRAhMMFvDndYxo1YAtg/JkY2KqUKkk7jYjO+thmHx2LyN0zJmU52s2l0nBDF7q78v0gYhzGoNj5lpvt8LuBmeEmbD4ndm2tT1uMud3AQtw2ON2mIMa0CbVqm5EVBDoTMHbCtr+bHoOIW9p1s68N79O9nbpOxtpxJE2TG+t8PM54dnuFmzspCZ6CdrLerYhTbkz3pnfaAGg6u1uaN5fzfZ1Zmqb/3v8vYFNu5qOo1piZftICYKyBI3HibakfTV8SuteMAQuW36t6yZjGsWaPknzTAp0XPoyMzOhWLlVy4idjouCxmsn2sPHxDTOuwMzYbZsvZQBw13vpOH9cJYhkAKkQUvEIhYe5oYxhTY2dLtlhLREhe8QQEEtqotpaV4Tg7ul6WKUAI/hqcoDGKPYCjVodnj7bgxkaUEO9nFL7fibwHoMBSzddu9dR2Ptt3/Zt+Omf/mn8y3/5L/Hw4cOmYXn8+DH2+z2ICN/5nd+J7//+78cXfdEX4Yu+6Ivw/d///bi6usJf+kt/qT33r/yVv4Lv+q7vwosvvogXXngB3/3d340/8Af+QKtW+mTHw7ngtACuyI3W6M44pbb5N41CJTCbb8k2f2y/MxN81bbi84opykU5FGp26aMvjI3zzZ6gLM1zUkr9NRvGX27Kg16GIaXWhQmoDHLS4VcYmQ4agub9HYtpWCunhESIgYt4nhCrB4bkYAWgiGlaLrJYSiu/66mseRJb/rFbdjiLenvptxhnhWHijhUhLWLNApwa3VorsnUcj+oEmT3YS4cdu+kQcevJ4JhEVOsroCWngBog6gZUm3EVNfMqy9O37rzZt0hVzgXhQaiInlGYcMqEpXSQmcC4LYRyG/HsEPBgt8N+znDEmKaM3Zw3Xa9N4NhSaab6t+OtDo47tVAHWtjOXwgZ1w8O2NfemM82yWWR9JbcNCY8PciyF1M6QlLti1TPbeepOfKa8d32b9v/e612AYCweT43UHNu2QGcK1f663MTHm9ZGbB9Hlpl38nWN5N6l6hw223ZkuNJyt/3KjQ/tyIQwWOn3oGe1hjpfzvvADaiVNvE7f3GfYaZ4NXhdXtTQ3vtOWMyDruB2HvZ9R2ZCWMv7fhG5uj8vTfsgM7zYiyMVrhZ+e/N3Q63BwEwViVjqaTAciOKMQ2AD411GaN681KhM1sFcr3haTtf401/8O2y79YAQCLU7BBndUAihg/QdBH3djJNNwjAaQBE5npsf2cQ+00vqFo8Tnd7WPoOgOpjOkgewUhWXZ35ZY3XCugBprF0IzgZfxb9zqWS+p3p45VaSm9Wp99c5fHCwFoIV8M1Nj2WS71paS6+MX1jo1lz9w0bka6BK7S90ZrQ2mcYcBdmJuHq6oS7w4zjKTa/G+c0xZsZC4unld0nRkHw8+bqJxqfchDzoz/6owCAP/kn/+Tm8Z/4iZ/AN33TNwEA/sbf+Bs4Ho/41m/91mZ292//7b9tHjEA8EM/9EMIIeDrv/7rm9ndT/7kT/62PGIA4HNfusHtazu8fBvxoSczluTxWW/2ePxIDNdqLSjOHGZ7q/A4J3GYBLo4jjSn6RziJOV3+/2COQoIGH1hzlNINmiIMjGklcZGkK79RYDKqN+wJpCWYkr2VkwozHAVYMv7G+OsNLlRiVLOKVVK8tOhVqtWcirC7SkiWRzdO8OTAJcpFEyTtFg3l1ubfDHk7QY6VIKYJfYnmrQ7XRgpxbbBSuWB03SQ5nlzQOsTEXvfo/a9LVJV9M+DUM+irLwGrKcJx8O+lYhbs7tlmaTKZPW4O0Usq8ObH6x4cLW283R3DDidAlbbgCAp3VoVYJ7khni9S5hiVvblPoAxAWfrHUUsGhg2b5neAbhW1yzES1ZXziI3x6I5a1P85+JRT9Jf6eVjwB0YMxwO6L2QrIeSsIF0D0BXYgTuQnRjW55Xged0zlfqXjTGNIbheTYielNIey2TrIGZCQsJeA/s2rpadK1NIKxMmJjAmTD5iv3Mjfla1awxRnHyXZLHgytg1nPH1JugNm3LWVkxgFZO7c7m6obFpSHV7KW7sN3EG9BxDMI2NT0yKfbepiEZP+vcx8gAx/j4CBqedyMYnzfeMO0mPDIA6xqRksfhNON4CliTllTHAu/FKyZnCwCciHrPnLfH8zQySWkN8J6kVNoXSQ/Gsjn2BtAs7cVdyyQVREH6LNk1MrBpYMVJf6haDVzXxty1lB5xcwL2m1Lr0ECUrDHXqmfMwG30j2kuviZW1vNoAKwJa3l83VZTJNdYv6e+TuYetf08eJnLMdZmcicMr7hz360elaHtM6TwAVl0TPbdvauYFfAVvScYg50Q4dba9qQQtpotY1FSsvYyHWja+ecq95jHDw945bUHOCwB8znDXWQtJQptbsTY973TmH/+LQYx/3ZsZT5zxrNnz/D48WP809/3/SiHN+PpzR4feTojM+HRVPDSiwc8uDphmpNaaq9t4VkHYokstovRogkrDXv25CF+4zffgv/68h6voSCNm47+tM35POIcdTGjgHGk4k3I689+t//vIX1lmIG9Z0yOMYcK77snhaMuQpQotUeO/Xt1lF8qYU1ug+49Ceq/2mXM0cBL7l2cB31NUO1K81ZwfWO1HGrJrkXC48YLYBOlWlrLqEp77r2urVZKaJ1wh8og1/wK1FU4hVY+WavDzWsP8ezJQ9zdXWFZIkrxQ7WZa6kx5xkPrhbs5kVAQg5YNFXzyrMJ/yMRFk3BTJCWETvIdZk943pX8Oh6wfXVol4hBdNkDExpm4Z56Iz+MfJdejuGjWbgOTS29a06HWc8ee0Rnt5ctVLfUgm/+nTCf/GHVp20Um0AZtw+jImR4JVUK6PCRBBOVMQmAIRZ2RcPqbCz0mljYEhF6rW9dxfv2u9189l9bdhnNlG8vTfLeXaQ1hxXILwQJLVkZnOTzstcCPNUBUzq/I2xbFjDsf2I/bObUTuugeEYy7Vtvdk+EsLQp+bspg70VFh3He7A4/ynjQa0imsC+/Mof9sr6r5od7yZ2Gvsd5tHyxpwWibcHSPWJGW9D6/WjSdMW9Oa3pznFfO8DEaW2xSTHYsFgwBaWqkZ3OmNzIWzYMS+h4IPH6rswzmAB5am7eFB3svpTZjUT0bKqMeLMGhy1ihgJIVWqViLw3qasJ5mnI4zUurp4MbmDmBmNGyz85zW2MrNx7lV6lZDY8yLsN6qy7P9rukCNdBxvXrLdIqH44SXn+1wSHJP2IfaWHLvBPBMsWCypqROgs0xtWdjbMgbp4RoVUWuf6exMtW+n7E6BsRS8rg7zHh2NyEExvU+YR56ycVBltGun6s41CO+6Vf/bzx9+hSPHj3CJxpv+N5Jx9OEfJpxOAVEJxvbk8Ujf+waD/czrvcJV/sV+/0Js7aN976gFEkzuc0NemsdzUzY7U94yws3ePHJDq8NPavON+Ox1BSQaNPBdAcdoNhz+azM1KZYK9mGsDIrgB3L/5Mq7al0ke8Im1jTSXEEDG0Ds/cX/43Cqn+grjeYYtVIoIgHiqZE7IbcnUO1EixSi5oAYCwVtVbztiga6NAJPVLHdq5tUY0U57mTMFfAxcEozvUNUzaVHtE5Jw6+aRXgEnwB7Vg2sCKlj2+6PkhjO13UtnHXKo0evRdZ9QsMPHtth48w92olAAzZnFalfFOShb3fScO8Wh1oidKfJsrmX7RaoJQM50LTwJCrKM6LI+3AODlfAHKq+yiNEu7Cu4Q3v/C0VdY9u7nGsj7Gh04TPuJOsC7UDoR0xq1YGmdmaSEQmTCxEyM/iHFd0rm8UNeDjfYBo4YmDcyMidifJ3IfX2PWAgZ6GJ21BNDaexQwVhAOmRCzgC8PEhM/AIGAh3r9YyoIPmqpc2k3i5GhGKl8i3oBbDyVvK8b0DCa1dmNxod6D1jIdesMkIlczw34xueP7ISxMUlTo3ZTbNdtEKc74o3mbfye27SFpFDX5JE0jQwAV7uMF950aPqtMDCF9p6jEHmj0Qld/0LEmzRNA2gDICrq/WKNBkWgXDbnCxBA74KHz7UFOnIySdNJem6LtJxBlce4OGDQLm3Oa6Um6LV0kTEolhq04IyZwGHL1hmL0q+dPD7vlnaNxn/tM/U1a1K/qrLNNtj+OjIV5hsECHBYkzTUJQf8z1f2WCvhNklH+2V1Le3vlGUiYu31Zqmk7T46FlvYviHBlflOdaadNb1l6Udr0SEAy7e5d3v0uD16sURw4lW2mzJirMjZbdbVbfnkMy5veBADAPt5hXcVyxrw2u2EJ6vDTXJYimgWruYZD/YzHj5YcHV12rhMjtEUsBXy2UYxzwlv+5xnePobj/ERFjZmjCK3KSQZbYM3gSJvxZDbeLgPxhCZ6u8JmnJiiZZLBpyuILGZ7+yNABNFvWA4kdMAQG8ISMDkGcExYpAIcxoiI7N6N9QcQ6+maNVDFnENC27UC8TYu6yObJdEOHIztt+NQWEWYZ8PpW18PcodNsQhrTUK8kpxjYWpxUsK6U5U9A8f3TZK9HScQcR46Bm73SJpHU392Pc2q3/vTCwNfN4jB/dswke4l10fwFg0LZIyYa0BqTo8SB4PK2kTQ2nyNjJ8btgsTERuZechFIQpDaL0/t0lBQVwFdAj3WsFLIlhmXzGbn6Azz7OuOOI12hBgGtO0eZX1FsQ9NROUABTARSq0rFdtSuEbtjouBWF9Ousz+r/xz0A49DXwvO0MraOPt7fAUthSTdsA/yTHj+vDksmRCf0+uTFBNCM8pzrludG4Vt36vb+LRUBxME5FxDx4phyMpH7yDSad9M5IzIyJ5vU0hB1n0fxeaiIqToP298HPDp6lozdvSValgfWLI0FTah/vc949KAXQoz9zUYW1ea/6XpGMGNCfR+sl9P2Rj96rmwYm6o9ub2UTZM3N2tjVwtKUnZyCCz79+0l6HYdejCDzeeMXUA3Bnue4Vk8pMxnarwuwNYzxq7ReTpvK+h1LQ1zzjaHFDdBcquOG/bNMfAb03PWPy14YRZffm0v1bIFWKpHINbO676xM/Z6s7+oVtzJpCZ6pc8np95H2ksr6FzY7WWP8ccZx6O0l8lONJUjqJ6nAmkNIr3P1uSQV6Ae/OYexJA1d/fbSBC94UHM48e3CFlylmuKmGJBfDrjlVPAXSEcNUo+LDu8djNjP18jhtqat81Tbp4epAh/pIyril6JGC9MFc9Wh6KleOMmO7o1jABlFPRmAGFgZuz1o2uqG97L9DGmazhBKpXMHIyoO/xa6agfsNHktyml6IR+jMNGLPRl/z2Ywr3IBlrKjFI89vsFNHPrZNrKpIe0j6V6bJOwMfrGCOMyiOpahQgACB3cOlwPPYeaoJEGXcw5Fa8uoLU6LIe5dZvdX53gfEVaA+5ur1Crw6PHt5h3azuu0ddgPP5aHXa7tW1KnwuAnk34n1yba3NQhmCBsjGrwyFFHE4e1/uMB1fyOTVI9VJnfbpAevQKGdNOoxOmnYsxOhRQU1CyikxTwNX1AZ/31tcwhcfwL+/xn3zCiQrAwBV7mGHdxA6zpoZuqWAlxk75xIWq+hnpNQRayqhdV77PMtrz69ljvShweP3Z84D+/sZkAj0Q8MM6KSqwL/qarI+dGNgXgtOc+0QO0lyZEWjLstgo3BO6267YgIPT9KweswEEBS9j6rbd6Aew4rwITC1t2W/o2LA3bQ6PqR9bI1oxmJuGwjWAYjehEWjZcRgAz8WpPgPwHgiBsZsKHl6fcH19khLdoVlrBzF9Tpoewh6zVKjcdAeTweEmLNesbPxqWguBzfGqPtDWHbH0daIk3i5jE1hfMdpi9Gul72kVN4ayiTcdrkXvok0ZmECxg8psQNJSH67eW2v9O+qxD1VXgLJ7KXTtS6v6IUzKzNp7nb/v+LiBp8a4VQnWpkmAZwwF17c7vHoz4VQIS5V/lIEpOVxFh9Pq2zwwsXaprlcRmfFmJZBzrTeWmN5pCpW68/Juv0iKaZmwptjE2GuKm0KRpvmphFQc7k4ex0yIrt+nuPLzy3qfM97wIGaeF+zmgxgxLYJSva8Iz3Z47SBA5rYQQiVMhXFSH4TghIkQ19uuLwla8RA1tzhPuTXemnyF003+/PyPbIyZgwGav2apVLKcvxFpvr22j6q/jxt/PXtOJGBy3N1MdTMFZJMCOt0ZfW1NAq2RpeVebfGEgc6VSLWLfImEejydpkFlv0o+fNicLBIaAYtRzOOwvLz93zYRO2bnKsKUZSM5i3BNexMmMRyzvirmBUFejM9yCghTwny1NIqbHFrDshgzJjVfknO2bVJXFAwVr5HUmQhtcoyHxWHRsuuTujNLZ3PCwsIK5NUjKxU7xyKCvVCwUNRUEDeBtJ0v89LxvuB42G0o3vsW9NvUiLglS8UEOcb11YK3zhNeWGd82B+RqGIB4YU6NV3LU8pYqXZXX8qtR1JqqSCZt5X4Xso06HONHTlnTkYt2OgXY+zPuW/ncMtorCSADYtU9PVhePYoML7TlVjB2HHvsRSHFNi5HsfeyQ+o35hQT72X2TnQYRZgYylcaffRwY5Fv9mqq0KPiK2VArBlbUz3AmBTMVgGJoIZTQeRK21BFOR9k14t7yVltJsz9rs0MKxZUuyDAD1OXSd4Dpyt67P97kMHOcYwCAjZBhqWNmrfcwAy/XLf3yukXxLDqSlmY0F0rYzr0goLDAARMdgBKB0YSYNYSMsCDUxrcfBhq+OxNTXuZXbsZrrZL8TWJ4irQ9EUjZ2zrpPBvXGuZxpTUFYKn1ap9DFxsTEpD68XxFhxPAXcngIOiZBZAc3iQYtc/zjcK67mgisaUo36flS5eUqN18ZKouOUMM0rys4jp2XT4XuXtQhC75Mj8FvWAOYdrndQ7Y6c02NdgFfvn4/njTc8iNntV+wQWslkZcK+rCiq1g6HgJtMWBhYmRCrbEq+duMrVgjiCC1qs41pNwuzcFw87pJQoKSbjJSGyjDxI7eNXxE1lC3hvnly+0RZD/bT/m6vG4GMbagRtqkqVe6tWV4X+Fo06Dy3yiIDLsY6GaixdMyGzqT7plOWN12XSR7fLS1vLJoY8WwwFsk5ccwkqZPdUumOOvCgLYhp/j36u6SWOsAhFfES942nFg8UuRW5UDDtVoQpt6qHTEH9WAquHx1wVQ9NJDtu1LW6ZkVumoTjccbt3R7HkzSBrEx4OBdcaUXXzepxyx63CmZWFgZtAWNhwik53GWHvQ/Yx4IY5bxbyXoMoh0KocKXiuoJrvjmdbKc5pbGG6lnE5qOdL9dnzVFnE6z9LcqDnFIdS4qTi/MOFHBoqmi53WtHoeBDxOxmybGPF7GtNE5ULD57Ib3Endq7qJiUANSY2qUdF1ZetVhC5Sen5S1KnzCOjxnec63Mya0lXizvX4AXtzTYoEAFAVu9lySFK41ai3c9xNAqHSj0f0qNxSj2D2hMT3Wqd7eAxAQ1HRt5wdvOGH8PsSAI3hIcBZDweMHC3a7tQmdx2a5lh7uj5lw1voM1RYotHN+xqw+l4VpbM4Z+3Ke8rFAxN67AQb9Pqa3s4/XYyEnzW37F+/5TedLP15jOKtDLdDUbBHhuJpikuO27tuJpm36qAGjBlYUoLDsf00To4djvivW72w8V+eBR60SfJiLr/QtEmGtiXrLIG8w5tzA7k4r8aITP7NFizVsrI2VJLXlkOORIhBxYa7VfF60sEXPx1QdoqYaLe1uVZR2T8g5YF1iE6F3QTPg3IRlCbjar6Lp0X02lNMFxLShJ5aIkZxQ9dhLBc1uXvH4QcDN3Yxnh4BjcbirwIkBcN+4zYTdGjCO23A5BmQAGeINYyJHu1mPOXzZ9Lpod1NpwWfUPPrmU9t7mFvpSK/LmmJYeqlTckRCDUdfMU222LfUpJVGO6cN6bRaw8DL2NNI0ip1s9AseihZbPPbAtRIJmcBkN4X+NKrhnyoqK7Csyrjz0DSuAmSbnItT+wYlLk1f/v/s/f/sLZs21k4+I05Z1Wttfc+9973nu1nEJa66TaihUFCDpBICGwggE4IHECECCyB1LawBQIiS25bOAAHQGCEZAQC52Q2CQRO3CaBxEnTNPCz/d6779xzzt57raqac44Oxp85au1973tu/RDo/lxXV3uftdeqVX9mzfmNb3zjG5RGCasZNB3o2DQaj9nE2TuNVFWRkkmQ+MYAQO7HNhVNDbs4yQMoPbNmlNzx1a98EFGkmtmt6+SCtjdrxnXNeN4zfrdmvEcXx1wAzyC84SzRUSU8t4JlY8yZsZSsfYCksmCeq4rhmrNkNoHeVtcYRRxpaJvgTID3fJnxjc9O+G8VuKTm61AC4Zmqe8cA0uyRAG81ENmSyCrG7UZvfdB7+X2xMaRsZBz/BcKk5ABKjFmxXcvYl9cmxE7wfNjXOIYBRiz1tOtza4GCgRa6+ayBlMiUxmfUWKGVx2tmjdAZ2NjYWLt28h0zHVPNjUnnnnGOk19LZQYJh0UobgRosMW6GCEETOQpY6kwrJinKp3XNW0+KuWOzSdjN2nvtK4C3Aj0PeXa6dBB+va5dk1NPvZ9OuyTAoCJKSILapKkjljTQkQ8Bp6xUhEcZd1PDIr0JyVJdfeWkTIknWT73MvQ5ekcdNDYBJ3kMMtT3Yvq3Oxn2wt2NRCs9chKRJGvl2tbKX1LOucU9fIaHl67V0mRgg1+aRug12POrGNHnjfm8TyvDJmHPkw4Pxe8OTWcl4q8SoB7wuZzjs+LLWPLk48ZY+1Ez9e0QEFYGqtosnOru1hZfPTm6lpU23K7vj7AX9m+9CCm5IqUJqAA57srcmlYFN3ebROu1xl35w1vLjOu64TrliVH1xJ2n3zGZDfAScy9i3DwDMJHOjgemXFFxx7m7ZhielFWqhP57aQr79UITqdse90iT4L7uwmYYfGMafpA9aTirdTRleWIeflaE0oBOHWpHkj0IiowAGOiPUPMXq1Tmudpb/PENtgBHD6TkgGhDiJygaqLcQkgHtT12OlraSSphLCmj7YJ2mcwCxtl1UrUsqfGMoaAjYuY3mWId4RRwSkz9i27/XopDQ9vntzUSnxZpmOpYgVKFsavs4yRE5IsatSxg/GeKnbOOFm6qSnl2whlA3KSFgfzNGEq7dA+I5q5WQkmcBSOxutmRlfPlwWffnbCf9kJb6nimRoasS/yz6hIIG8GGbccxl4UqxtLYt2qD9oY/dkCoLf98M24t7tqaSoDCpbuge9rfG/GMH8s+mngJTORw9/suyYNDOwvFgwY2DBgNAM3KZnxmRSecfjrg8UFjG25fc84Lr55XVJTxsniIH4ETOcmm0XdxthY+rgUPmh8TCMz0sfsAYx1zTYhuTEv7sR6aI8wGNFDx3XAgwqrEooiVHveAIzAQ59XY1xutTGAsS4cAAyDrDqnJQFLNxVddoNu9Xe3Ojn/W5J0knxIWlGMSi74/ODnpSCxh6ooZjXINNakCpu7bwVtL55icSfkfXJmApC0vG2tDcaiadl7LL020bYFojIOCBXioL724mwdM8QuI5x60fNmEgbQer81ABcG9krYnzPma8Z5ani4qyCasMw7gCTOXNtL/5l52eR/TS+lxMrkWaFC8T58RIwzE+7o6rYSds9a/X0Q41uZK6ZcUffRidYWpuUkF3zfJ9zfjd5A6zp5X6DOhN1+7oRVf2eIiLZyCvoTFb12wn0nvO8Zb3l4x8RJ33QC/Yb+jroAYJRZRzo9h/fae2yij5Nq7zIYgYzWWVxMaeh7gAQiqeAwWpp6Qm2MxORq/Ne214S7ABywRIW9sTIl+AMYndhr1hmZwSyGZFa6GCO7V/PkkAnOIiLpfYUDa8ONxvtMM5JUI6CLuhz4+M62a34ZWaIKNOwqAp6XXaMLiazKBLVmD/oTbU/AXHySmzPjKwTcd8Jjz3jihA8kfYwqIBMgEnZIr6MC8XrITe5ZqYwpSQNKSysIMzOuh4lIoy+Q0cKAWJUTMT77cMJ/vxQ8oeGJKp6pooPdlddA846uTIgyCMTOEmQdbbcOv4cxEsbpYBdfsjHGREZwE7U1xrLExb5glLBHAI/P+T0+M5mO+7KI1BarjgFkgMFwZj6ypJmOKWbgCHTk96N4/mU3+ZfXLe5rtO843lNj2/wz6fg9li6+FSpb+WtvhJaHyV3rCeUmcHlVtBqYknES8JQuMwGqjXHnaWNcArNi5xCN6fwnm1YEh+8H5BmWE0mg0g6U3y1oP2xMr78OgEpH0hQS5Q6YpQOrvqb0Q18k091wT2Dzm7J0kfdeuik1z1ZF1VAUiEjvouH1k4h13hjHKqw4Sar/Jr0e76nZAYiQVkrkze9rbRI4FZszbEypZqoxYdcCl2uX21kBPDvwycirVcmJuaj0vdMKOU27l9yku/le0E4rek+qoRrtCKZ5V8d7Meic5t1bdsTxO+eK73b78oOY0pBzFW1EFRouUpulVLS2id180DtsqwlVcajdHzTaceCYw+KmFF+6ZjxamaAeS/cIkT3txAHIvCZ6tFjOGBi7z4RBr0chcBwIIuoDeAdKBtJkueLufhYlt0M0Zr4vlsMGjvnayKTY3yLNDJY2BlGsxtpqXkzuhu/CC48X3T/1wFRl7V9FjK6W5ccKBo3utaybO4FYoycrhb0R+IoAUT8bctj2Xj/unoAkx5VzA0/ab4qy9jjqLycqTe1MU8N52/B8WXB3lvFTq1QEvNnESPDdXvC7TPhADe9Sw8IdZ86YoOkU1sVbmY3cBzMBaMRtrDkZgB1phN7FO6iyRFunxxmNgcdGeI+Op9TwqADGmJfoE+NiXnSY6V33a9adLbH3WYUSMCYW67xu49lSGw2GXclTSVEPZsBlvgH5GUdQFJ8v6PhvCkQMvFD4WxQKZ2U3LMtwm841MAOMlC0AN3+0fZQ0DPWAyIQNkOIajrCAGIMWBbkxqqUEp9hjVZMDipdEmT8PrRGs1Yf92zab44ikH9iGScHvpBoMaUZaJtFyTLyPNEoe2itKOIx/DzqSgkce4voYkHiQcWMiOsDL51dVmX1CKs3TwTGNdEjPRDCmepg4Z/ixw8CUztCRWlOwQmm0QfDryALq2m5drpWlAUCZUXIFN5lz91XnEQZoYaRUDvfBGO4y6TrTj4DSzjOek1en9dFrSVL3BXnLuG7CxuTEOAcrAQt0LEW21QRsg6esTNhZnt0LA1sl1Is8jR/nFYmOLsnmYWPguFIGrgt6F2dm96wKrQWscGIInMd5OYD8LrcvPYjJmqcDE1puSC2Pnhxd+z30hpwzWhk3Z1FhKhGj7uVFrlIa7ZGX7LYuFTr9MqM2WTyuN1HqYFiGaVcspzY2BRgCyUh/F4yJVPbFrpMxAPPKvCbvT8q06O4EOYsepuThdjtPu082Rin7tcyjuggYC/4tXZsDwxEpWCmDHsDotZ/2u080llsPgMNeF4AxrhD3BG4JlI8PfuNB/3IXLwyrjPKI3RgNVqA36YKorQmI1OsiJYBHi3mz/G8lIW0TrOO2PNzTgflbt4JzFSfg2hKWS0G/FICBD2h41hTTCUmirrCYE1SbiJGOMY1KhkRZIiYdlSi2kO86nt5WmZg2CGj6Nq3uqpuZ8MAF72hHI5YJ2hm+cN0xGBUpYR6cRxTzmqld1JJEJsZfo2M6yc7ZvpfxEqhMNBgWv/c3DAf0b4dnivUzNLQqkbHJ+kvT/eUb0GP76PqzsaZlu+zQBPQlakGMvcBgTiKTYs6pVpEUgYlFtwYarDotPh+3DsMx4AAshWTP4tj3aCI5LpqZ21EdhpODcVRnV/XXsaClFHi6NWmFnAUKoiyBCGwdOEAWdoI8q0FPYoFD7CRt12E46w4Njbv6Ov0VWIrXmBd7D3BIP3EjHDQ3t2yvM826UIcGnvZ+ASKMTgIoslYgIQHUpeRc9iWAx9jcMo3O57ao233pAdzeeuCYEV8U0Kbasa7yued1AjPwcKoouR9Shz4GlLXJifFwqoO5qQlbB9ZOuEKeh9oI+1PBXgkP54p5blLVSYy789Df2DG1aiXZFXlvbg2R1Xst+mCN2zN0NvjuiZj/A4CYUjHN2rAqJeTepd9Iy6DSkaeKthdfeN3JNZgYtTYaADbtKzLPkoZa1xn7teDpecG7xxPePhU8N8JnYDxB+tFYU0hg0OUITEyk2OMidbvZpD2AzFgQIjV+63UYo8B8w6LE3y1asknTyilH5DecLmMDsG4MAdGBLj4AHqO3+Qa0GJNi2po+mLLb47ylirlrf5DcQQpg5FiSszW3NuBWOdEbxvtuQVgBelPtjIJcZnjvJeu7RGn0cOLrcuh3U1gA4LxsXlFwOqWDQK+o2+9pLfhGT/gUUs68omIiATIT6OCdMt2MH1vsi2EwvaQmLh+eQjIOGzGeqOEtbQ5gOljy6cw4cT6MMduiV5ExKre6l8QjZWpGd8Y0WjWd+SDFtKlXUtgtgFHaVsn3+tZhgIbBdDyWCQI0DlE8BoNiz5KlksQjZrz3qPQYx3XOjL0TNhZw2BvhlADsGXPvoAVI1Iclg3n43IAWez6i55RVhTCTFCAAh+dx+CMdDfZsO5j06fNpDftMwzbeOxhIt81nayw45kPbV9NKHY+om/SGajRmHkqjCSsTSSCQVOfQEzqP5xEYz2Q8FjCJhUF7mb5J6gFD+RiM+Vi9DXQiS6SfZQijBNWfMOCgSC7u63MNgOFHo0wtqRGfuANrqrwn5Kn5XDR8roZHlrUJOTIRx4aSzkoTH9gKBwo6WC0VtdeMy+WEz7Rz9Js78XKJAn8bd0TSV2zdxLF6nkYRw7ZnrHvGdU3INYE6iUYGjA9MWK8ZH7aEOUkbmjd3O9ZtOgBoG+NTExlHMhuPtYdS/XrTZDIeZ8eM7cX1/7ztSw9iujbjMsoOWUyYTGgKphcPeHwQrNlgLClmFlHW44c7fHg64/3jgs+eJny7Et6hY0eXMlWtkrh1632t6uF2OwgHbwDNFBYU+2mTsVHkt4GIUddxe416tQZnRDbhDM8YAzDCSsTBB8TUUBzQtwDhcFg39PigqQMLc5v2sXRQAB9dxWWtSmTXuwCqyEj2Jqwc7D4So0MExTKRSUQl5ZINpOLmrJVLzFCtTDZXQlA7VnoVZflqyGvbJGMlkrUWzFPFWsQm/P5uxSfXBd/zPOHTp4Jvd+AzdDymiidqIBAKkZfgP4ULmHh4m0S2w97b6Dj+DMQ8avVRTBURC9B5w0W8VEgmZWFCFGiGu3cEMHIMBlwsaBwl1kcW0o6nhb0BA4A3hfYzjuA8PieMUCVE8ooJXwvJc8AQtqTzYDiMSUHYXwQwcYtNVw0gJBaN0oTBjF26fE9lSRNOWczmIn1fMoc+Y2ZfIELyWJWRQmQfHVtt8Yrjzfq8eXARnpdI0RuYj+xojPQtjW6dz2/Tx4CN9WMA44yLzp9UGSjBAwZwcbxV87Cm6A/ABRipXj1uO46UO5heavN6F/2e9dAytlfAzxHApMxuuQAA3HCcm2hcJ+oCajh9DpDx/ULmi9LAbTDF3Nmva0ICqzeVpUhEN0PoWYKhjDbOvdu5WWWT9jrT+7Lr/GOC4GpNXmvBdZWKw1lNCon4hSxgXLuEfc+YSsO57AcgOU8J555wmSbMa8G8JUw14V0nVH2W906YOzC3jLUmnKeGZZ5UYyOp0tNSsefRKTtndtfnkifse3XfIRvDtqYAAOHltf+87UsPYupW0PLx4QdwuLGTPlz9Jm98ADYYdNnz0xnv3j3g8emEp8uETx8nfNoIz+je+O7zAMxtVVLSSBU4Mih087tF3QX06vt8kfBZf6woRNrVNBGgE0rmUZkEwFMTzATsMpjNH8aM1KZAWVuaaTBWySde0OgzM6jYMXnafXDUrrbkfp0PWpbx3lj9xGOllONQ6T31UJoZKGIR+Sa/PEzKhNlE1aWjbm/ZwYx9Vi6gWI8fyjMJSBAl3LTsqJt01Z0WoVOZCTM2r0zwyWjeMS9lMDTLjoe7CV/7OOPxecaH5wnfui74FN2rh14h5tATq25mCHILCBRAD+t47Pr3KzU80u7vt58TEnbqeEbDswKYMbZeNoY8pkJvWcaD3tLBQkxDHc4DkY1hGESK4MdSanS87fJ5S/2kUVrMLKmUTFJS2tn8WbTiSBmcoSWK6SW7dmMb/izD3C4TYevat4wBdMLeCbmxHEtlF2JbtdCtQ6o5Ykdt2m0fJ9eS6LOQaDhImwZr+HSMdJMBmlLqy7wYxvNoz5aBmX0TsektA3ura4jl1vJ9Y79eUaiLs+h+Erqy2re9hOSDx8Xc9C+cgjcQk3o+yTPPPR/Y397yQStDWf2oEr00wCO44NjSSqReKNQhasRYTJAYaHRgbxnj3zZ2fP5RANM1IOSWATZmf7Axt/fC5ws1ptzWCet10YKTSQtQNG2j+yFifPRwxf3d1f1W/BqE+VOcc8X7JTqD2zGYy+4yV9zvGetecF0zyocZnzVpcCusruhlniuh1ILpKs/FnBh3qo+x/eYkFh+9A2mfXIuZixjGxga4VsVU+buHJl96EHN9XjDV5dBvB4jpEzNY68hTSH8oQ0gTgzRHZ6mOZVnx5iGp++8Z758Lrg3YdMHYD1qB17dYSgocJ3rAIs1RdZT131alkWkAG2BUNDDII9K9E+yZVacPiQ5ZlgUpy+yoTVD7RsVZl30rYQITE7zYOyXvNsnBJ9z4d9uIBhD0Ukr/m0V8HaAw8dj/eAl+rErgtpGdTFgBqEbQ05NUH3hJt1x5i95sc4YndSDTgWampOmbeQf2IhNU6C0CwH0mek0o0ygrl1JUmcDrLhVPbaqaPwbmZca2zthrxt15xUcPE766zrhcCz5cCt7tM77FHd9IO56peqk9ADQaxokA3LwtsiYCYmRMrupRY2PNAIpoqyTtab9/py1M27K/wMJ0ZUfsgpvfS2Rm7LMimSD3holpUhv/lgqKz4f1BLMEmIlsR5pFbAaoSfrHnhEDOwDwWkpm78LOWEmqPVMv+4wJkIHiXGNDGYTW9Hi7nOOUGGuV95WUXIBtnh7Wu2mknwaLI8d5FPN6WbQ2V4zGlNb4M2vndmM1ot/LobdQWEgtdWRVMz62Q6ScvCz6pb7NF3dlEJKK/QFhTPdtcp2ZaV66sifAmGPLXDGl6hoLObZhaGkCb/mysX8rcTYAY8EZkXZV12c+BXNIN8jL43cf/XWwPT6vhXnDTe3UJ8p0eZYSsl5tddcO2ToHWJovMmRdxcFmaudBTy14fj5h3YqAFz3xUjpO864NecUs7nYOdm3Tnt1jJvqBlan6dfC0YktY2i4l3TXjuk64P+/45HHBNx4nPLKsdTvkJ0FZYRbn+6dWcNoyCgEPpyZme1XZMxLw3ktC0vPL6sNjZf45t1eNJz9v+9KDmG9/+hXs0+woD4Cnlo62+N37QVB48MwESd4zcsLTLCj2gzYQBGSxWIP+5bUtViPZvw8RLAZ4sX/bomS5fhMmml20RZ+2R6tMsVJwhvgEdAhg6FlKrmsjJMqh5Bo37QasRLKraHEIgKPA8DY6Mx3NIc954/WStRw6W1uBwJr4mSg9bvesB1ttVjG1i/xSd3exphEPCG5iB6gPg01WMDElhYladTAKrHI5Ho89hN4BtxPQdWl+QdXLdx0jP4m6iaTssHB1qr2Uin0XC/GiBmSnecb5NOHNteDjS8G0zfjvCQ5kACvTHzb6nvqhUf4cL21m8XJhAio6KlgbOo4KJTBwoeaVR/a31zYCeZVcp+FMLSPxqJsBjtVKcXOxMoaQOT4X9tsQCA8AYqkgSRURJureKqR3QkvArONfUo3yf1KQ472EjF0zoW0f52Fp2kQWJMjfjJWR9wXDPj0m0+BsXUpZMzE2LZvPxEgN4uabhmbBAI2PGddz4dgxO8W5a2hsrFHpFASU9nzeVopkbx9gwlxpdDifNq/mjCzobeo36lbsOR6LvenIAtuzZ+zrjOtl8fSYMNwyKqzs1gZuygJqUpVnM+cmmpNOSMFdVgBDdmO5VDoQ0m+A6lJKc6F17HQ/ALcKjLWfEmBsTUi/2/3W83UWn4duxQDMvk7YrjOa+sPs2+TeUp426sdrFKuOrEO1MeZTaVhmZS4UjJhJYXTr5k4OQiUFJWBw0l5rMSiNHbGN5RaXYDHlk2snp15yx4fLhA9bwjMDVw1KRH/HfnlyA+5BwDULA7PJ83i3iCFqbTLm95RfZSAv/Pp889r2pQcxn332Bns+HTrJGgNj0QuAQwQzxHT8ipjOlOhN7JZv8o3fzWYTtosgIYtLAVRdAH1dFoGYPurQfLyuzQQZYGZwFcsq5aEYk3LrJB1Em03iCdavpZgjbxvMhtHdY9IsB8dYAzKHppgOZEZjxly6egPIRFe010m8H/ILH14HBIR0SmA1fGKPFpR9YW0nYfvpY1IDEB7qEfEk/S7KQvN2M+IjE/OqM3EfdHnXRnNGP/eaPfKSfUilUt0z6mbdaOEpydtSQrMSt8nMtDNbsBK3hmnrlvBcE666RBq4YMA1LcBgXOTCQcuG2T8zIXkfpMyk6bAx1jIk7w2IS2/ct+4ypDbJ93tbqWRAhkDDQBXHVGpMKxGLgLkYKwP470DQviCkuEhTRn5sUilkjrQ2pqYsD0zrKlyt5H2K7KQie5N0DOUsrwvwH+mppuVwxtJEnxhLWwHyd3tGS2bkLgxPbDUAiMC8E7DHY8IITOIzHcuszQsopziXSappmuRZW2k6gJoSFqzi7UW6U/ixL1LK0ind05JMiCXG1get9yQ9ksJc6ukLDTrAJMUUPcmivs7Y1a01VuNIYFNloa8ZrdnCLIFSmXYX1lswYfOyMQh1L/qeAKqSVMZAG976ZzqJsWcdzStZmVs/T59LFTQHUHQIdJGkCjIxehufNeDIylIAALbpyMBoeXR0BAZk7sul4VwEtO3qfj6VinnZMWtfqxTusTHDt3KIXDoy+oHtkOKN0VDXPweATG6gx7ZuxZs3ZmKcs6bfmNyxPhYRWGuVp0q4rwXnxHgzdyQqmmZlr4yNTS9lbHZs2PHdbl96EPP2s3vsZUFsPw8cc4UvJgiNbESI1A8Ltpn32Ofvzivulns87AVXlon0tcqGuGlBmv/7YMSFl0JeeyfdvC/yPTbR2rlMuR+ob59cfVG9iZCtTUCD5uuPaR97T+sE7PKemqWFe2qDmUmZQZUdNObSUHoVy1OMB8X3awI+1hQJ3YisAfA+9EqR6bDIM77+Wl49pe5iRHPlpCSmdjbx1a1gWnafHLvl+wOl31sC9gzrpdJ2yVmbpfh6WfDh3QNqLX5+FM7HJn0riWyqP7iukzZGA7at4MPzhK0lfNgSPjDwhI4PtGNLoku640lKpRWQiPvvoM4rurMvJtplEvO6qmWvnYY1PyDVScxjn/ZZ38fNeBv+MEcn3ltIH8GK/d3Gv6WXmBQg3DA+t5V2LlwOQ9eBDnFIEY1FHrDxLEBmyuS+LJ0JC4Yep1a5BtE4jjXPIaXKFnSo0NsEnPrMFWJ53cAyKYAhASJTZl8MIwMUS59r12tN499yTvC0oYEbQAIUK6E1RnXdizdzjQtDZE/NYiAuatYRvWhkX8oI6Ch1pHLUWlhZtS3sBliitsI6Nq/XBVVB/rbNB+YBGGJgXmkc4zaJdf1UUUwgnId7sPVtGimsIaqPqa35pFUwxsDW7DYMxq6SjkE5uZA+onHNXy29FtGLnEMZ2jyrZCqIqcCOtAVmSO0X7Hc73lvzUNEpTTqWdU7V+zUvu6ePTLMpbPxot0PEbmQY9x+vkaWyTIezawXlus24XCfvDbftARgRcMJgQM0gskHsRTZ0XCDsa+2EtooQOKuvkmjEJm9CbK1V9p2w/b4mZmzP14yGGfvNwhgnBGBMRJHSXabmYjCbCKZijflUkFQavu+rj2jtAfVS8G0GrtTxRSkl+f7Xf7ctUvik/zaViJWAErTCo5F4MaiOZ5ospQAXV9l3zEFA6w+tHcdhwpNO3fHBAuAThE38lrvdd6EFqQ6Gi1JyMbBEOjmIFFnyokZJ99EBN2634ATAEPXm8VC2Vg4Pvn2H6ZpcQ8NaSWH0toKRpw/3mK4VWWnZMjVvcjc8ZMZ3C00rzr6k0dvl+YzP3n6Edx/u5PAs/ZgHWG6NsO1Furp2wlazMC17wqbljFdIWvKZKkDAHSf8IZ7w1cxYFIS93zI+7Yw3ILwH44OW8ycAH6hJI8cAKXbu3g8pVjLJv8nH3IoGbx+Al468hcd7fdzYeMLLsTx8aMZ7bzUxpABmuFMf93u7mQCXAE/LWHqps4gdZaI3wKr7ywZGyfVglOAAuRXCuueDMZx1fS80xj8gFXDGzrBO4v6ZV9Jo1ogVGMClNbUI0Ge0qfeRpbZsv7Hxo4EkO8bU2L0+4vwlwKY4U1NyO1QnSiQuP29TUMMTpjuoic7cxtYAI+UrKYhRAmytOHont9i/XudDibVtRCz3TNM/rr/pfaQ2VINnJbrGABvAMrbUq5o05Z9L9cCluy8NuTjYUt8m/k+5IRVLM41KSTnZAHIsxcfCoEmlI2u7AnH4pZbRPRXIoKTBjaaPY4PEWC0V58CmOiKe6NDyxe5RZL/jPg4tHoypCsGjC7MdxAwAYyXbexX2hQg4n3b0nnCaCXvNWFrCvhMue/ZnkWEu9oSZCU9Iqp1hvAfjiQlzBSYknClhSYyPzw1ULEjO6FqYsbVXlOifs33pQcxHDztO2JxFaF16Szxv2SnhSA1bR1mJ7CaUJJOJda2WpnwCZk6L5iZLxx/43kfcP57wu+8WfNoyPkPDlfqrAkkGo4K8VFqkGRIuJ3w+k9MxUkgyaMgVOMxAJ4m6exfBp6RXaGhbMoe8ox6LZXKUibJFd4i+LLINuXAt55TPk9KOwiTUXdIhluPkTsjBAyHljhoqKkwPYg96LM+U4zoCEwMjAn7GpHW4vkwesVHCMDdkEiAC8goJ+V75nqfHO2farKFZpMnjljJLi4Qwac/Lhk++8h5EjG9++hF+9/2CrmPJGMDO0rriuQ1XzB2MDcKUmElcAfB9XPA9hfF9H6+4P28HULltBd9+f8bjJeOuE76XEzKJ9uJtzygg7GBMCkQ+Q8c38opnqtjQ0Q5QQsW8JGmmrmK9rGDG74WNVf0MgAPQOaaexkKe+CVLY7/HVFH8WxT1AuIH8+JvBJAJC51Khy+mMg5ejvl2EJt3P4jeE0ruqKYD4SMgTgSdQwhFZ05mVndcRrM0bQK2XTQwCVZNxF6RJPuDiupDWuGGLfVj1IDBgA8gLr+3rJEdJ7MsNFXHinSwt15hmqLKxW3kY1p9sgawqm0bFSyjStGYi8g0RuNPeyaYSXsFSdoo54Zl2R2kvFhk2/ispYzKVNE1P5NSR9HAI6UO2o+6OwdYAcCYd5NbaowBqvon0cmINkhHJZPPx9a2RLJ/JohWpsVBsqSTQAJeUuqAmgBSIiRbZcnY2F0BV3K2arSq4AMo3PdJWL7p6P5m55r9XgVtICDFAwbokjnRB/dnvW5mtgdkD+r2WkRzRNJ4dlYPHHumrtrgdssZ03Sc2yxdWzthqQnvNCgTzUzHBplXrkyYG6E9ZzzsJD3hEtCaiN17+f10km+fvHnCKQ3KzJppffrujFoJD3d2g+T9163guifsjfDU5KYA5ooqfZKWwjhNglaNBpunio/fXPBwt+EPXie8f5rw3y4TfkcXjdtNXE3HDSBdRMCjIsl0Coe0kf5MkEmPcKTX5TwFxJhTprVkB0IePUX6Ul6fPE+uRl3KStgEYQAjim1vJ5/47yhS23ZF1ju8qsImoVIGEHlRTnpDrQL6gIaoLW6RIo2RiV+/EDnGbTmvWK8LHt/fY5p3TFNFa3UwT8oYjUlitFnoWo0AAPOy4+NPPmBZdtyd3+C//e4bvF0zrgpYugKWpmkdGwsFhHsQZiR8tTC+8rDh/nzBMu84LbsDPjuvu7sr7s4rPjydDtb1z5cZ36ciwFpFA/VhS9g5OaMnaZxY6jyAiF2VBJIUlYltWVoOdOKbbtbswl4DLRHAMNjB9e3fEkQLNsHabowFw5hH2wy8OEtD4+fQmUibDUmnZ2262ZFCabOUdypj0NPhuUDuXopsY20AGklRpp6Q+6hWAgAUFf0Gu915AppGR9MkrG40vzNRrrU2sc3TpSElOkAO+XvNXdeer0RDDNwZh/22nlB5BCqti6CYaDTvMw8bqygyofCWpqFvK0N8adfM5oK6F59nrKO7OZlLY8Add3cXnVOOwYrNIy6IVY1ZBEQWvNjxWTBlDtllqpimihSYmt6TO7/GtAmghQXZ0lCEbjYKgDt8d4zr472fmLVkm0EZ3u6EkoibZG4Z35k0jcVTQ1bfF9bqI2lJMDx8DsUBmhqzeTCeQ7xu/j3pOO9J4K3XqY2q29tiCbtOrUoD222fUPfs12jWcWHPS2xSmVPHORyHB7Q1YasJpy3jtGW8rwkbJC1eVTt3AeMC4KkTpjXhBNGEJgAPhVHp95kY3958/IQ71UQYY7CtkuMr9x0P91dMYdDvVSKHdS/Y94SnS8GHLWPrhGcGnhvhrkvDrL0SlrmjdfLSNUBu6mlp+N6a8LRnfGaUOl4vXSWYHkD+ZRVML3QvNz+td84Nhnl1u2VTxJ+iHRThVnU0KhfG+URjLQCvsjEuXtUINorXfFKxcwgPbFXm5has2OesS7X92yamCLD8b1CKOI2O2/FvrNFV78deKCl1vPn4EcADHt/fgxJjnje/Ln4sdi+DSNJKJSW1lpwJevPmgv/z1PD+8Yzf/vSM/61KSeIdEt4QiTgOwPuaMBHwydywzB2nueGTjy5uDjVPo5IAGBPxPO+4u7sK7atagPNpl0lkFwOs61bwvGtX8++Y4iQUpENFklU/dRJWpjAFNmQwida9utPRbA8Q4NL09QhgotGj2QfEsXzoLs0uPdABNIwdnYmBiW+BvY5OwAs3zJAFXASkjN5trAwQHB1N7X4PkeQQZ5vg2jUGyspZxV/zSh5S5rZhVrHtbYqx4GWZsn1fZB9jIGL92gB4k1p/thN0EW0DDBmA5KMJJYe/7XtCT7IAUcKL7uiWZrZjtIXNrmENQMOCxazWDHd3VyynFafzelMtNSr9bC5pYUG3qp1ai1f0WOolzk2vlxXrtaTjnOOBzQwxnyMCpYS2Y/jeWNWXCYeVVR5NKhW8dULn4V0VHUaNjYmsTksdSUuwC6qeI3mZtm1W0ZXULG4+0WHujPcyjh173X8GYBTHcwSN8brE8VCm5vOPpMEzsBd0kkDupFVGr+l3ak2YanbmMpOwkvctebrc0kwbGFcwnmDVicDbSof07HfavvQg5nxecdKuxZb3y+mE82XB6bTh448ffSKruxqQnUYksNeC3oHrOuPt+wW//VzwlhlTJXzUhcrvM6H1hpySR8XrlvFUk0fc5o/x0uiLUF68NrypXqtQsvcAFomOz8tEHXL3HPQHYVKK5ZgmAIzgJUY5Dnxu8uIADhNkzLu+0K8AThHH97+23b7+2vsGsGoeLaVA71pVlLUZsO+V8ushPIyLFgDc3T8jpY7HD/d4//4B3AnzrIyURX2lgnl+UXlkPZJ2LfW0nDJ3uS93SHgDwh94qPj4YZWeSy3h3eOCbSd89aMV59PuRlRWPjkvm0ewssgNZ9PeE3JtaEVMrNLeQXTUBz1MhI/WjBNn0byQcDIGanZ0TFKr5ozMbYrINTB2reOEjdeBiulgIpgBRul0/Iz3hwKcfYygpkPSUrHxonGUpotpPilLtQ9AAiyU4j4thKk0MGvPsBixh3GVw8QMAKzzg/Uhmp0xoFFVQiL8LRlIJIGNCeyLVQCl0XbAgwEH3q9XOUZmxv5tizQAtJL9uxIdo3E75iji9wX35jusu3XrCeiSmgZGCpqIsWqZrP3bwISkAfSeZ3nWllm0Ncu8Yzmt4kuiOo5cJNWbNd0br7VrzMJcUrcJtYox5PWyeJBg8xOAkYK6SS8TMUowf7Pz3a6zfz8ATxvnIsGJpYpEODxS0rKfSJ3pPEYs7wUpw8OgYBnOLSmYGc7KvZGb/wGANZF0sJHl2MHwueUWnMg8KP5UHNi72zFt521AzHxt5J6ZbYimcDRois/HsNBImNPuwmy7DwaAJIUlRQtTafjofgD7e30O15bwria8B+OKHgT/I0zfvmN5zNi+9CBmPq045RD1q5Dq/u6Ku7sr5nnzviXzsrk1vL1/36RyZJkrTsuGuw9n/H/fnvAZM952oO3DatzKnJmBz9aCbzHjOYh8XxP7Gutyu7UbSp61zmOCKsHZrM6BOWlU2gBAjoM6oydygaBTtZ1AlMA8nG9jmsRRejfPi9G12kR5kloxgd8xGohRlf875Hvjv8d7htjxOwGbGE3FSMT8fWJ+3DrQxs/3NtJeo2OuRbzjWpzOVwDAu3cP+PB4h5RE6CwNMtn303qMHGXy2PaC52vB06VgbSLY3Rn4WPUtn3x0cRDZdYHatow3D6t8T6mYZ6sQEWvuYgAyjf4zVqbteoDcA9smOoRaEuYp47QBD5zxgQgXnSBi5ZBPIkafh6FaXpHYVmIUFpGe7We0HjgKW29/TzevmwPodHifbKZ/ieaO0W0X0OoIYwUI7o/U4+O2WXdgYJ7hDAgAr9qJY82uZxzLJZS+judJu95vBSklZyGSLkiSOhlAxdJJ3s06mNXdRtYRwHRf6AbjKc9TFfB6A4qirua2hNV+t9SPgRgZzwHM6PXqadyz3oeIOSVLLbKzLsNigUcJcHAWTiqetfMmXxzlWpeQRbDzL1OTbshaqXRkPkc1kp2XLa6yCOOw3aZk/DVjIrwazKIztamQMx5O351H0Ue6EXLbscTXFMgeGzmmITpWuwZqCRwCRAu+81QHUGl0POfMYW7Ve8PdzykWZdjPDiAlA6pdUnGmT0zHwM6Y73nZXMvkPeloaHhMdySMMOO0jPRS0+eh1oTrVrBcMx5qwvuWnZnZMComP8+X6rXtSw9ilmXDaRqpDUOXp/MVpYyUQIzI7AEBpJt13QvW64KcJ1in2m98dsJ/3QlvmbFVQq4SDWUAlYG3kEZ7+yvAJW63kzrrAxXLsBuGJsDADGCaAmBqkk/MBMwdOBltU4GeMlpiLbkm5BQm4EyY1Fm2TNLttFLxSQU4pmysWsHpYKeGxyJKxEjT8B24NbGzfcWH68U1eYX2PDA38SFyw6pj9VS0QI/agsi+7GpAta2z912yRcL6k8zzjnWd8O7DWYXcUiveu3SltiiDGdj2hMaaauxmhc/43oeKj+5X3J03zNOORTUuthl7cz5fZSLJzdmXYuWvqk8CAEwWPWdM8466F0xdmq3JezPSyr4YLbXhLmfc14wJyUGMbUlByA72qqSkTrQxtUQ6IjOHRQ14wRLa5D2EvS+Zxg5pBtkhUWzl8dkEc6ge7tSRebG+SPJ++f01kX6mAZZbJ7dql2sOr8DLoXT4kCbViDnqEhJJcGBi26zvnUpV1lbo9HqTSjVwwUxuGmn7LuF58nuShv9JC9G6aMHqCz1PZFjsvjtrZwtzOJfI3hoANB2LpYZs8WGWyhEZK7LlLGDbWMNpejlObb6wcxGAx6CkwFs1ZX7OodrINjYWIDfU3JCVSW2hr1AMasZcpUxtKDM20BSv2e1cQ4kPi7FVTSJ3oMt+uzEvbKyGjEG7vn7srEz0bWCmCz/Cc5GKlLul3ANgNeikwLl319Qc0kSpgygccxvzpaWCHBj3YVdBajRalP3JvYGno0+NzJdacRWAC5cBkHpP7oZOxMp26pjqx2aX61Ywzw2nOeNNzbi/FDzvCWtPuPJwAr78PogZ27RUlJzQ84heytRCZQq/yhz4Qt+y05a5iMuv/W1/e8I3G/DWYhObSCF+Gw1SHbLjdRYGOGoLTEsQjfCMereeSUa338bGFcDKwMqEjQlzE73MnBklMWoiuKdEFSBWSsZelebeiov5bnUyx38PoySboNwtsqnoNUzGhwaOkdakI4tzy8Ak6kc6IIAY7gAt8Oog/y6b1I2itkUkjfeacHnfShAQkoMWTw118XBZtyIl0TXh+bqAaPiDMKuvR1go59zxfR9vOJ9EkEvEOJ9XzErVmh9HLIlMSfwiTuerUPSlOcAWM6sBEG1z3xsTiFYBMGnv7inh7+2Ej1rCR+8nTJwwUxp+MYil/IQ7LrjjggkJVzSspDqcOH4Jfm07upb7mzhX2stYZeptqTGDsevfrXy4g7CTlKsmiKWQpZYKST+WKbE73poJnd2D1umwTlg7gttpcK+y1+d1wtKlP4xcw+QVOdJPh319sfSJbVKmr+OIJWphJmn0V7pT6mJMdqT9/RroYjkaQY5S3lg2S+HeDrYwHZ6X28X7Nk17y1QcziOAoOgeayW2dReb+n2P4G9cd18og7jWvGZG2nmYX0bHdInmpeN8s+sTwaK75Op+ugRM0fCS+zi/wwCw7019+EQpGLI5PKUxv8RF2+Yp84JiYoCS6+J6GjoZlCO75fdX54TYkoDDnGHznr03vkZZ3Ka5JSDFQEcBHVPo8B2DtnD/2zC6i/e+9wSkjpwAao7BABbGsIe5LHbSjim7IyM+xrM1Sr6dx5s2YBZwrPot1VzlXZ6Becu4bBlLJVzUZqL+PogZW1Kb6tSji6u0+bbFzd0NHWHH9vOmgSCUXjFPGb1tOJ8yvu+jhOlxwjf3hPehPNa22wn8tU0YluGRscCqk1KIRoeTqUWprgNBoN5JGtE1BTMAsHZSOl6a0p0KYZ469pYwteHyadbPppmxf7cWPQUA7JOLf3PVCXed3GfithQzpqksd+qmU/3Ygt3uSUwFJatioFGrwpQ0V60PcgeCfs8/bxboMtECCSo6rJLLP99fMJ82nLThmjmIds0Xi7fFgpSA56u8Z5mbpgzJFyExRqyoTRqsfc9XP+D+4YJ5tnE2NERREGxGV1MonzRGq6gmxlJkMR9uwMuo2iOQw8GQMYfPf+8l45v7jA9pP+izbJyeOeMrfcaMhMyEe2Q8pYYrGvZXTfDGGO7UMXFyVgcY5dn2fjvLMIeL3oulQukE0q7cUlJNECZrMrYtjHvbShLjLBOwRuuAbFGz/ruDgGo6soRShHXITcuwI/imkN4MIAHAYbKOr9siW7L4DNVdy1VvgExT7QbrQmgLbmQ8xUuk6bPY8BJESIqpt6SBxbjPcYssgx1DXNjiuQhTIt4luRasBPSVkJIUMNh77ByEsQToppKE0u66n2Ft3/25tPO143GGMcYsLBybtCZpyGhoOaFw9UADjBeNJCOgSKlL5/pw3eTaDlfuGChZk1jrrVTXKYwDHRNd0z09AaxPUEi9HdhjC5Jcz2KBFB/mKD9uAyNpNGX0c8ksYcfN/fRqy2agBaBcD7q5Bu1zp/lVY1RsHk1drSR8nwm5HL+jhzTmYQza9S/293HMFmhVhRmJxZspaeAQ731rhKvOhyccfZe+0/alBzG5VKRUgBuUaAPHyvB84IXyQDdDCzX99j4p1ey4Wzo+6YTcEp4h9fBVqfkEeNVRD+yKbeTghDwKBWTSnyEaAQMy4tg5NAFm8DW68Mq+7/QUbTLfG7kd+t6BbcvIe0JnKKjp3mE3p46SRZRnTSGt3NJM7ACgpYRUpfwvhwk4+klYSXCMxgCdRJxFkFb1PvHcRJUAwD1LlBIXETN90nsaqcz40yduu+eJQB0HUS8AlHn3vLB3m84jSZJIvECenhc83F/dR8fOJ5eOeRIzqA+Pd7i7v+LNR4+HRVGqDbovSgDQi1UoDK1RztrfJVDycWy6ffs2eQNJm6yMVYwTjQGZqTScpo77PWPidHDstXHZiLFS9/5KBcAnveCDilaluWlHpZF2WqkhMR2EvravBtbUE3n1kW0j9y2T0En/bmnT2JNo7ySaGAMBrEJW0/MwDZdctnJqltYBNBgvW5AkhaOTaQAOgKR2boFABBZ2Lw+LZUwDKcOWu6aNtn7QpHweM9Nq9hSjgV477tjbJn6m7gWVZIG0Zy4ec/x5uyiO6HwsSOZ3lHMHrTKW6p6R5vHsmYYmVlDt+/AYqapTmaYdZarCqhEjdQblUCiQ4HoYZxLCMdr98tQSk9v3J24OEkyjMYCDpkPIAoJ2KCmWn3qvSvM5xL8zXMOy7LjVyhiIIAVD3Ef7VQcwmkKxViXWlNJ6O93eGx9jJnguHWyVj27Qh6MthJ8z0DfV09yMEdkxI5cqAXoSEJpTQ2LxtAEATHaOY2zFn/a7BVEDvMAzHIfKUwU8jeBj08fhwmIPsBfskPFy3TJqIyyZcSpiJFk647vV9n7pQQylEGERXoqi7IHqLEDHvE4CgLHW9Ps2jXboNbvb5pQYZyZQJzxilLISEyrxC/Byu8XIdXSuJvWm0VYEhIOYMXbszT4ZS5mon1eISv27WDrsrlqauasx0fNGMvET47RkLJOY+Fnu3xby6OYbHSTFKEwjx4Nh1mAViroFu1C4Q870JhqKEZtdIf/7K1FxPDd7T3zNjo+IwcSgRMhoymoo1ZwbmBLSjbAvl47ltHoL+7vzikXTRLFayUrQp1lswOdlgzUUFdFbOjArL6h/JjXn6s5C+cJRB7g2R83WMtardL9mJq+ciQJR83XYq5RbP2/DXbO+MiZXNPxuuuCOC76nLzipCgsQoD0zgYgw82g1UHSMJxaQXgH3jQGkLHpneX1S1uWk6pamQr4COrQjsCisMnkrgcq6Xx6W+x2kaULoWBivERE6M3KC0teBMUnsLI24ThN2KphQ0XTfZvxo9y/2TuN0BDk2Xg6LoZZQZ+1743OKRquxyidutkAQSZKu9+TPhAcEeoyl1JsmffLs+fi92f8t3c8RfDKB9pF2sKDkfF4P73cQ08b5eBVRy+CVZJxOxfVa1nzXq5NC6bKxNF3TRZQt6NOUkjJhclIc2DgGp1iJqYt8Hu+/ZVvi3BKfvwGYxt8odZCCEDl3CxY04FAxrQXHr7FgdswpsVa4jVYlbQ+tSfS4yrR7+iuX5tFXnOMOqSEMDUwER4ev9/Oxa2g3U8E3AaygEBl6fjdBoH3nQWuj/aa6XcfmWqLaigMsP0b9f1d28nqd8fg8Y1OvtdNDg6WG95qRuAFPLy/na9uXHsQkjVCcMkV6gfBscnit5BaAT0A+EbUj8iyJkbvUZ2xg7KQszBcAmKghII16bbOItUGodw7AxX4mYq+GKmrmddsczl6zc3Sxa3/pCto7YbNmg2vG85ox545I0Td1ccxZuqmaW+j9ecPdecU014O3gD2MsRTSjyVEgubPwUweikfam3mISm+jl0P0Zg9fH5OTPagGoPzvXiJ47DhNqXvZY9bmZK1m3D9csO0TpqnhdL6GdNnobF5Kxfnugn2b5HVNE6WpIwVzvsEoRcoW4f6YwHwsftGu3cbeel3w2bt7MBOmqbl2IXqKyCKdsO4ZJTPONUmnah9rAiAaRrPHCzX8dr5oU1JlEez6A7gLfU0yEkg9aF4T+fo1V5YSJICEIMZ+psnh8FmGpEWzHn8KrAwwdDCjPHm8LuNCWJoI3psCyZRwACp7TihZWmbMU8akKdKcOqaZDpVLt/fvlvGyn3GBPDBpTJjscy4afn3ffp7mNFtML2OBWZMgR/1nRLvAR3YjMB72HRE0y3jX61MlhdgaO/tjzQGrtteIuplY/GDAzCJwSzOJ0d3kz8e8qO/SK4Aml4qW8mER721oVwaQg5+L/5vG3BK3WLFo48KAil0D+cPxPliX+yTuhrIusDTrRDIxrzDAt/PRKMWGB0adFQRnRp5ksa81Y1tnX3Mk0Juc2Y3HbTo+Z5Y0KBtzhwQrkS2x8ennZRqhPK6JpdsMaAMAv6JrGekua3iLQyqstZushaYkjdnba0FvhG0XEmDdxXoiJ8ZH9yusmMGOv7aE92v9fRBjWzIk7jdYXjeBWNPmfV3V7gJS9OLv2ll4nfHh8Q7vPtzhumasW8bWktgrM3BVMdKGMZkD+I6VSQBcEwAMjQFjuPU2fYEgYzM7WAn7sLQOWfpAkX0ZefL4IMcFLv5+7hJpXa5F8voHgS5c1R71B73LoFu3MqLFbH4Y4WHRqNZEwbdW6ZRYxLyAP6gjjcJQ8f2rbIteSPls6uiUHND4j3ANUu7gJF12U+5SxdUTUgaYu0aacj6tZlwvC/ZtkiqMWUDactrccMuiY0sDLRq92iImjfKqn5P36qnDdC+eV6SvHXyb6VfNbvyVc8M8V3z27g7vH09yvP3lBCS+RQnPO6kF+Ih2jQlJSIf0UgXQSdJHDmRYGMInEnBmzGFhcfOFjlsBnVrlBDXKs4lVmZYJQ+81Wg9YoCFABzSATeWRjjWmx1JIPQQl9mwM4a/Q01ZOKmXwdo1IjSoTcmXse/Zy56k0LD1hMqFqG6Dc6PFbliMutGP8Dt3G7X2Jm2tEgkDzAIg6IU0mTA06stSxpK7W9bJP82GxZ89ej/2OAIDLOAZKWn20Z/cMWU6bawNrLQ5cBFibNis461pHdjVrs5RKbQkltBLIuaFo2squ6TSlwzMUO2P7tcm28FYAQ0di1w3A4TW5rvq6fheFOS1WbR3+TUf2mkhGXspw5s8/E9nUmy2C11jZk5KkrsW8L6PuEzaaDl5QEVSNYgqWzuJhwQeA7uLZ4W4c08o2Dzk4naRHnGm4fK5O/CIQtPPoPXlXcutRFcGLNfeUn9J6ptVR6SZMdtJ0Vsd0siaWarCq52TVcTWvwLdfvawvti89iOktAVpW3ANatbxl3Sc8P56xXueD5qU1EXo+PZ/w/vGMfU9u9V2KwAwgaXpqtB+3eJ/xxWmk4Q8jCKXw0A2YuNH/J3gayf5dlI426UZT5XkJBMugrEckZn4OtxHEoLoJD3cv3SBvUzQ2IVUdqMyEp+cT0rXjfCpYll39TarTlQZgbH+u8geOr5d+oDVvG0NSnLjC/BFBk9//flTN+/3dhRnhJo0c900o3l3L6S2FaMd9d/+MT766u2h2mivKtDsYPkZ8L9Nf3um3JjRdEOT4BjiJzFMEXQPIJF88xMU0a3+ThqfrhMuWvdrHmgbWLgv11oHHLh4xu1YmNU/gvD4JvxbfSmsMHIzxmOQ2JAUzBmBsH+kgIZb2GonhfVQIAkyM7TFMUlmeJ2Jz55UpttNIq5r9P/lnCFmHRckq7GUBM62T62mmZE7b5M0Z95ZGE9RcUFvCVIqYHTqz2L2vmIFzYACEW3CecwdiyWlg1G4ZmchY3jI6sSqSEABy6ciQPl9WgXdIPZUbBtSZhOE15KkFJrQq5zMtO6a5uk5Cqkyya7LGPDoWTkt3ZhXIxzRn66KDsMCgtaxMjJRNWz+kGAAZqDmwBrrYpWxdqa0SSMFGCFRAwsYlpbN7Ty7CPcxnYaATMXodz5sN8BcVrB1IRVjb8QcDFWON4WbPbNZx+FKzxkzY1hnXyykwaAPIWFfxnDtmDV5i25MIKMbcMICMMWYGGIuCVEvzWxo7evaIWPgYZBmAiYUFtwDGfNVaTdh26YRtzVbPp9EPSTSlzZ8nO9faMnJtONOG73b7Hw5ifv7nfx5/9+/+XfzET/wEfvEXfxGATCg/8zM/g1/6pV/C27dv8af+1J/CP/7H/xh/7I/9Mf/cuq746Z/+afzrf/2vcblc8CM/8iP4J//kn+AP/aE/9Hs7AB721cBwbK27PJT7Jl4hHz48eM+I6PfATFimiqmMLq3S6Cqh7BnXNaFxwqURNjRsChheJzhli1VLt6XShFFimmnoYQpJyXROUmIqwkVWgeJgYCySNIpOJgCJQK0/ik3Gpp+ID/TnlXDG9IzRxoBVKZBHL+s6Y6+CxKd1Ek8UnXBEK7KPh7I35EJDqBsX/xiBhWOwf7+4ppG54ddBmE38MZ8s10Im6+vzCdfLglIaaJHvPN9dcfdwEYF45hcLAXMHqXHXOJjjNfMJzSrhNLq1klNj/WKka/fitSjPhXN6HjlJq4JPnwrWnvxeSAWStBLawPiAhrdpC92sDWiMMmv/jgA7POVjwCGkgEwbY59fOGNiMb2zlgUJ8m8wqxu1pLAEpAvl0pXBTLqvGBBkSMXdBHkmqgKTpmzgjCOoge67VfG7EV0NOQgqiV0TlkhLtxtrEzoDux29z5hKw7YXj+jNE2Wed0mphtYToyrvqMWyRZmZXlQaWQffF8zOTbWRldrbuIteKsIwtMNn4+20MRsXxg5lfbpWvGhaZzpt2C4LuAPTvHl1T9cUgYvLLZUUGeyasW39RRBhP+NYNtAuzLe4TNtCbeeUSwPtxQXvvVfwlPSa5uErEwIFZ7L0GqXcwdSVWQlMC0JqicmDjNu5I5ZHy9/HT76ZK+U6vQQwXhLdJXjqmnKJfjTAEE1bmb4dQ8rdx9p0nb1P1OhkHXSGFhyFfnaxRN/m4X0rKFPDcloxL4Tem+upfAz5AJJrdLjG/Xi9Uu5IvWvTYEZOo1gBwKFTugQJ7QVrz0wCaHPG9QtX0OP2PxTE/MZv/AZ+6Zd+CX/iT/yJw+u/8Au/gH/wD/4BfvmXfxl/5I/8Efzsz/4s/uyf/bP4rd/6Lbx58wYA8JM/+ZP4N//m3+BXfuVX8LWvfQ0/9VM/hb/4F/8ifvM3fxM5f17m/eVmNJhFzMa+bOuEy/NZyiB3TRWoW6ENIIsgjBKuYdDte8ayF0x5Al0KvtUSrnRs6vdFm+lh7HdSaDNKrGWz/khzPmpgSu4uUCzhYS5eITQ8X2yzlI6XBgejv9vIDxjMhh/zK5NTZGWYCefzOnwyasLzZQEgfX7mSapxWkkjEjN6szR4+SWzRlGhggwvJ3oA3mX20MMEAbRk7Y8SP8vQnLs86Lk0bFcRyN7dX3C6u0rEqFSrCXLH5JT9gS5zPdC1EeSl+Jn+coK06IlIqhC2bfbJziMfBdxxorRrYlEukYyBT04Nv/1c8G3u7vjcVKN1pY4NDc8UKljwsmJuGNuRV9fhFuAQUDV8jW6+wtJ0JEqYOQE0xjYA7as0WEjxPRqMzfg5AM04UmFoZoanwqyztaSVAhDXXxMJ0Nk7HUBOYwpuvqTVfoTaJUAombH15OwMX4cweC4FSavTTkvV9hDVFxlLNQ3G4Nj2wu5fZAzjQvBqmooY01zdbsDGGyALaWd6YdjnRnJkVgXHsl3ShV2aY4oOpJtWSL+zzNJQ0RaxuhXUbUKZBtiO1Zz7KgLj5SRRdEyjNW3PEEtyfYzrszIW7jGv2LHUxCgtoe3K1phBYAmp6zTE9rLYGuPe/T7Y9QexpEezpZFGaontPYDuZ6SarE+WbQ5I25gPb13CbfNrZsB0Ehm8FAE0zCF4qXvBukoF4rZPuOg9t3YkJY+UnwWFli5iJvBEbhPRWh5zRWPkJFmGqe1+nPO8K2gbacbDWEzSqZu5e/Akc2NVIbrMibk1tCznaX8bweJg1WL6NV5Lu98z/hdgYh4fH/FX/spfwT/9p/8UP/uzP+uvMzN+8Rd/EX/v7/09/KW/9JcAAP/8n/9zfP3rX8e/+lf/Cj/+4z+Od+/e4Z/9s3+Gf/Ev/gV+9Ed/FADwL//lv8QP/MAP4N/+23+LP//n//zv+XgkLzkATN0LivalAS6HEtUDXarI2IRKVqHETKht+H98t+AlbrZQTEyYMUqsbQ/mVjqpF0bOkiKyfiylaEmu0a3a1NGbt4WGbQAOpnX2sMcUTBTJ2ueOjMwRyNh1PUZYCTwRZr2GdS/48Hh3+Iw5d9pne0uDng/HHKlxAAcPmXEAI4qK6ZcX6SdFjXbutsCk3N3P4OGjR8ynzSl4B3VB/U9BDyEum34zX+itfIIzBkYFxHHy3rUvjP3+fFmwbQWlqDany/4slWn3Qc5T9rvt2QXSX5070pbwu2h4TxW7XoeGjp0GM5KCdgs4sjHW6bqFv9nfTezbPwf8dGLsLEwA6X+ZyUuuzW7AQLylYYs9C6F8Ih6PvW7HZM+KvbsxeQUfwt+qApZEkjSLhUXSokCPn+V4G0NN2Ia+KLbFeDY2tDAu16Zd7BsWFbUX7VZ9qwGze2dARZiFdJjcb7cDywCMZ9qeZ4u+DeQfSotD1UyyTsnDHNG8SGzxpdSRdDWYVXczKRgxCq4sO+q2o65T8D6RNH2tBdNc0eoaUk3JK/PM9MxST9bHLi5oKcxJt9fL/hc90zGAioLVnJtXj4n2rTuYOVxXTTc1jkyYgBXKN8EQIP2Q7LWbUnBL99m4dD+X1N13JucmTts9gbl6eXafd2eyLGNg6aDlJNfqcjlhWyesW8G6ntUwU9Iwy1VS3JONPQW6Nu5sny10p+6lCehIjLw3CPevz0RpKDATyHEvmEkrrAqACkqSZkqJxXIjd2S9v1mdhUuvBwYo6n1u2X8DuD4+6ndPVPwPAzF/42/8DfyFv/AX8KM/+qMHEPOf//N/xu/8zu/gz/25P+evLcuCP/Nn/gx+/dd/HT/+4z+O3/zN38S+74f3/ME/+AfxQz/0Q/j1X//1V0HMuq5Y11EO+P79ewCKoNV4CQUo2JFLMEwKm0TER5GU5W8BOIVvLpbbJjXu15p+D9BFtgTognB04L2qQmGClLJOgJeCZoxUUcp8aCo32eQZKDtvOHcThRyqF5zSG5GhD34mpBRq/KPXywuAwx5B3JoiTaXi/v6CedkCyzNEh/Y52X9Fb3MALmHA3zwAMTU0hJFj4rF7llKH5S+4DwGFVS/k1PHw1Q9+LsDQK/SWgQSUpMkN+6xeRxGF2wSkpaZ7RqvlhUlU3YtfFxPnRmEkkeiV9j3j+TLjuhZ3uTQxqomtTVwtTQgJW5OU5iMDjwpPPuKCiYXF2MDYqOPbtONdyDcbkL4FJcCoXIpbI+mZdPt+e5ISjuXS9sfd90S+H/Bgalg/Y6XfppFJGLoZ6L9vj/QWvNhrgFY10ajsM16JbRgQDmwlANRGyPpFBl5qC8dAjNIY6yb3e5k7lqlhniT9NM/1YDcwUrgNSTs3dvMDYdKmeaMqKB8Yl2MqNZrFWR+t8XzoPWr51bmNO4B0DA5Y9wkMX5SUG8jMLXXBZ/2ePIl5aNulGIJ7Qp8IuUolH4eKOmO+TU/jRRSaerJzi/16ImAb/4/gI4p9KWEwMof0R3iOu/J2obzarwfTIU1ye71esL7+Cynok6oeioEcSWuX3tT7i4cmkZkwLRsojWU3FpfY77mMqsiqi/k87yjXGZfLSV3EZS7Ydqn+sjRn1GrZnDipD9YVC67XGbVl9bmyFiq7n+8EeTYpQdOfdbBbMGA57m2tBUQZvXdwJuTeBksfZAdecdZHc+WoozItjRlEvlv/JzMxv/Irv4L/8B/+A37jN37jxd9+53d+BwDw9a9//fD617/+dfyX//Jf/D3zPOMrX/nKi/fY52+3n//5n8fP/MzPvHg9ZaUcITT/cBY8aicAUXlXmDL7WDJmg0o0NAXXbcJ1K3i6ZryvhA3dU0JfxMYM911yMzsT8pagDdghPSRaI5wJABISNRAlJOpOaRoDY79bqsjAyagGumEmAGc9bkGNeetEUGOfu3VMzUpjsg5OU7wDwl497Xf+MExTQOaB0Rm58TyaTB4qnAKDYsd/M8H4w4IOJF1wAiCJXkFgeJmqvIGG0VNMndhk/0qDNVt86l58gq7b5AAluv/GSg4T8UbPEOCoczEHYAC4XCes14R3q7pZZikTZgYuatP9pNVEAGMG8FUknJIs7JWl+WQDobFUIH3A7mDBxmpW+a2xH1lTUUB0z1T2htrQ0NwMdYIIb1vg3IV50bFNwIkJExNC0Ts4VONN+l4DUTH1asaPM7Gmi4JeQeFQFPoa22LgxXxnrCzbBNB2HzpE6BsF0g3Dr8YCimrDiQBeE2olrHvGXBqmvYhoMTEmLYFelg1F05OHvlkZI+gIuhYDMEMwrGnVHUDRcQlhA6kddRnGHPo9SQqOQrVi7L58cCpOUsEjvX10rFt6HfAUasoNXVPGqYtppaeLDJg3krLpzGBuslirqL1rINlq9h5hr+kwDLSNQOoIZPLUBrOCkfahW/AHjNQYRtVSvEb+vTebl6j7BTaG1dxyyZkVZ2tIS6yNLavZzfWM/eU+qvoAKGuUkHv3PmgpFRBJYEQkcoFlK7hcZ1zXGZcrKQPfD9U+kdW28WNjfNsKatKKsUboy9Gry65ZzkBFEVaxy1gT93s5/pSlRJ/1XgLw4E1kGceMhvxdgJmxLvsmvmt1z+45VGs6jN/vtP3vDmL+63/9r/iJn/gJ/Oqv/ipOp9Pnvo9uVkNmfvHa7fZF7/k7f+fv4G/+zb/p/37//j1+4Ad+4AhUElyUdOtsetAcKPIsk5iYkYouy1SRQ6v3zoRNFxFz6P2iTQzDju+KFu4Zg1YHtAeTLkStERpnLF1M5yT/yEiUATSIBb9E7CloQJwWvKmesEnzNco2RmryMB4tw29ZHTvWRGJ65mWNxLh7eAYAXJ7PmOaK5bT6326vPREfmt2ZMM3Pgy1/fzzO24f11vdBcuRH6jcyVObyGVkYAF7x4OJwJoAH4GAmN6/iPhT7Dsi69F+yvkxDUwX/9yEVp/oeEUZn7HvCpq6ajQnPDLwzgbprV4A7EGaSHkOFtLGh3pe9ixXA1qUFxcKEiROqC9BfPk8UAEwNJdbmOt0P74WLfLsDItmnmeAlhRCWjjKmJh32E66D/xZTSkcgc5sKMgEvQXQwBmhsam4sbExTZkqa+dnfRjWXsJ0mhpefrbECFzsXPWYFPw0ENDXq2glTZSyTlJLuNWPSCNQj5i693FrOHmSYG22rWqmTO5iP45psrFSAeULq7fA81q24FsevpT4/rtOydEOROx8N3ux7ujFDWQIzKymOjGhOAihSIbRtkp5CgKeQulru5958wU45I5c+FreesK2T+NFoB2xPGfuJv2RmTNBrFUqHpouBubExZNej16wMk5Tdx6As2vdbsMQ94bVUtb0HxEfPMR72CZ+3lIlkAcIKW1q5kTMxJvr3VF3Q19icnUvCaRE9y7pNuFwndJZqvOLVPnCH9bi1nrxCbuH9BXjpPWGadrSWMC87Um/ApOwcj4o3S8lHbWHvSfsSGkFQPKvh6fR4LZR5XBKjqI6mKkNdy4rvdvvfHcT85m/+Jr7xjW/gh3/4h/211hr+/b//9/hH/+gf4bd+67cACNvyB/7AH/D3fOMb33B25vu///uxbRvevn17YGO+8Y1v4E//6T/96vcuy4JlWV68bhfYI+l2vKC3C5d7QKSEVNl76uz7hG9/+2PUmvD+8YS3jxPe7gnfRscTNTX6MmpeF8FDfv7YtHEAFZngc3h9ptG1t7FWajDw3Iw0T0hbecEkAeI6KnIxiLV0Hyg7Ura3VGkEJGNCG5OH+U5E8ODgI0EccPV3a8wWbfY/vH/A9bJo/ra6ANaBRHDKPbJGg4U5HpvR78MY6jVdj158/7uLBUOKLZX28jOAR1WvAZje8iFqk+hQHSm3Cet1ds8Eo3BjWbqnlYIfg3UN3utIIfUui+MpM2Y+Eh/WDNFcmycVfBPJQlxbQm7AhRPQR8WPsH7SBDKOyThuq5rfxVLqrq+JOSP56b9W3UQgaOENsmpoGIyNAHBCI2FaJo7PyhHIEI7meQRoafhowjmRaMaimHfsb6SRRPNifxPg0tr4O1Jg4xigDkzFdBoSQGW1U9haku/32Ei9cKBgpwLMGXMhMEtfp9ZJKxwTeq8oU0Lpw3rAIuWUgiA8D7Y4pe4gRsZLA/cMzjcl275gH1ukcE8o2P37mOF6Dcm3qw19GWCfjT3whV6/y+aQ0pCQ0ZMEcMwAUgeRBQosvddKUwDB6LVLOkIDgNISlvP68hlWxjTe/ANbbBqLuFAzHcGDBiARfNl1GszqADMGQNApiHltfMr5OUDs5J9D/FsMjIPYt9VRqiwC6eLOvbbGmPh5ZABUzqDBkM0hZrbaulTJdgZqS6gN4HU4AZcwx9lrBhSm0nSOSeAljBtlh10KMI90W+bR7iXl5ufqrtZdv48UkHUZszZu7f5mHddZpQpWQCFAn8BTRdv/J6aTfuRHfgT/8T/+x8Nrf/Wv/lX80T/6R/G3//bfxh/+w38Y3//9349f+7Vfw5/8k38SALBtG/7dv/t3+Pt//+8DAH74h38Y0zTh137t1/BjP/ZjAIDf/u3fxn/6T/8Jv/ALv/B7Op6umgXLH9d98kqRCAJkoWZJRbCkR2rNeHx/jw8fHvDZZw/47W/d42lPeGyEt+j4QLsLJwEMkRhE69KDpsAmaY4RFUyqIZS1sTHWhXdOEl2b9X9j+dt7NS6bUsbpUjAVxnmpWOaKZRaUboO/5IZeRpnn8GK4KQHO9ALYyfuPLNXtQ2GOoK5FYZkAAFlsysxYWMR+18uCx/f3ePPxI+bchwdEmFySGXAplez35pYBUlrZmnNadObHFUFW+N0AjJ+3aqac/QkA1yqfABzA0e1xoMLHi312miumuaLuGfOyjRRmpwN9ekubmpCXiD1qak1SFQZ6cjiWbIJIGu0hooZmr8IgXLqM2YtWJ2UmgJKLdgUcDNfezxPvAjiwEbfgRe47Y6cq5dZIboq3K2iy6iRL2ZTwOUtjZYwSbvY0rTwfRosLswIA5CkjacGh9ywcUxT0jvfCr5k1+ZPjkO/LnTGVYWFAs/j65H1c12NLDwHdTV/PiTAVlsg0GUPHiNNuBPCZGzoxcgnPZRpAX4KMBLTQK6eOZ1XGj+ybw7MsUbI+G60DU9CKkaWTsqavNqk20jGYe0IqFSkLMJLmiEemJM+7sDFVKwT12rNG2gYkEhM4q/7Dqgq7sDCeFjIm1crJg69ONLZzD5nUR3qHj747Mr/dVCWF/RxLq8P9YEgpXfi7vz9szDKf36am5PoPQ0ArYafUXLBa9wmX5xP2bXJPqmEWmA9tHRIx9iout5ZWtMamOTNOqUn7FBZ9XG2S3jQ9DTA0dBaoSHCUFAQR+izz3ulGzxjP1fRSeQpeRKoL6shy05tqFQM4p5RUR6M9B1nZSPfKOgq1mYH+P1MT8+bNG/zQD/3Q4bX7+3t87Wtf89d/8id/Ej/3cz+HH/zBH8QP/uAP4ud+7udwd3eHv/yX/zIA4OOPP8Zf+2t/DT/1Uz+Fr33ta/jqV7+Kn/7pn8Yf/+N/3KuVvtutK6KlrlbNfRg3SV5vMAKogtzNpfXD+wc8PZ7xu9/6GN94t+DblfAZOp5C1cfhuwhIbJGsARnZjGLvGGmXw2chOhjyRUQn2sSaj2dfvGyibEy41oSnHfjsknFXJry5m3A+7TifxJStYoAZ08j4BAZbiDvUhPWgj5FyPXtfPkY99l6wD24DGsLCMCiJAZfR5ctpxfPTGfs2KY1OBzMrAA6Abpmi21SWfb+/V2fO17ROL6KRlsQUyyOmMQka9R3NxSKb5fsg9siqhJxw6e2gbbC8r5lPtSZVASXLfTHzMMsHpwTk4O4r3w/cOXOTfLEc5yc/a8vuKP28ZVQG3jfCt9DwITVsaKivjVvA9TCxEullxdJxzNq/rfIIEHD0wOWQzGGMxpFyb7Ia0g128vg7jo7V4bsd496choGXCFBu/24+MRHQGAhKEMYlwTyYVHxOQ0xNxCgFOC3ysFzXIiXYLKnA2PYg5/i83mhW7F7WBNZ1JnZ9F3HnaFdgTQANjMhCNpgAGw+RXYjj1vQRHrT0JMUNlIQdacfjdH2HHisZOGFy3xg55jEfRW8keVG0M3mWtIcFk5ZGantGqXXMNZNVxNwAjXycc6IXDPz9qvewACqAFkoCQg3Uv5aq8mMOYMjfF87n1lMGurCP1FTgE0N5n7FahyBLxbc7JtcGTbNUGq3XxauKLPg504qqwLJ3Oqa0g46kNnHHbdNxvElQJO/dd8J1T6AqY6d36Vd0XtTSgofvj1RKbSglo9WGlBtKNYO8l93VKTGI9bprXiLO28kqN0M1MPPwYLNxu6f/BUqsv2j7W3/rb+FyueCv//W/7mZ3v/qrv+oeMQDwD//hP0QpBT/2Yz/mZne//Mu//HvyiAHE8Krt+ZDm2K6zR8BULc1gVSOy6Hx494Df/eZX8Pb9CZ8+FfxOB56oYoV0831ti9bqtk06OUf2ZZRSs07eozrDtA6bRgNFJ0TJd2rUZSjYJm02Az7CZ08TPjwXvLmb8OZecu7n0ybntxJy6e6H4w/eNurzbeJbTpvn8ZmbaG28PFN+Np1U5T1FRGoxmgLAlNRjpWFeeIi51lncI5mQtGrJm6oFUAO8kmIyuhl4AWwABSWRXeGjX4zt8/AZjeKqNmbjPbl3jJnx2WJg1LdNWJ1DyhKErD2nDCyWUkGUPdddzNNjL0izMC4TJIcdWRSrPInnF/1hfDFsMgnVmvD+ecJvbwmfqfHimhiJpYx/koQCdnRs1PGI/VBOHYHEKMUm1KCCsXRSh93foZuR5o4ZJ85oxHimjt3SjAAmTjrWWcAUJx3DwrNYpZ59j30OsBYFQ9uisoLQb4kUkAizae05zBMmkQQErY86JoK8zpBjIGZNW8Dbbhx69SR4dSAA3J23wyTerDLnZjwaS9lZGi4SaaRKo+TZ7rWNSysltnFF/Si8t2PyvwfQa2PHnmWpCmmaqlIwpH2TYguDlESwmSfxIoEutnZM3BP25zKARLKUDo9UjI2TxJjOG8qdtuBodEzPVgE15/aM/Trp+eMIUg4X8ZU0cyx1hszvY2E8vscBslZaGdB7bR7w55tHeoj0GORNAdiE49E/+rxgjHfd4UGzGc9Jz6uLg5Lz3RXnO+nJtl7XgxngaJOBgyFmtPfPKWOvxlqPytRb8Czpaqmsffc84cOl4G5umo4V1/q5VjXDm3E6rdg3KZ83P5p52ZFyxjRXn6vjGDRwFXtzpVChZf2o9C/olW4+91I/80UbMd/GNF+O7f379/j444/x7//s/wMP0+KMi3kWRJt3G8i1FlyeT/jw/h6fvn3AN9+d8OmW8Bk6LtS/EMAkjSxZ30Oa7zd/C+LhjWGUuVUoASPyzBDDO+tgfZ8ZS+4omTFP3U23YldeSqNMtDXC42XGrtbZiRjL3HGaq793Ks0dY805MWfbb/dGjil3zPOGaR5GShQGrU3AB/OpfAQhvtAq41C3Cb0TJu0EbTl6T83cPBSH7qs6O9yCGp+8Gc52xM0AiO8zD+YGQKC2E+pW/Divl0X9L3YHHlYxYgLJcZxwQVs8pmgGZu/3aEO/4/HxDkTA+XyV6CwIgS0XblRySlE7I+Lfdc/Y9oTnPeGzRvgUDc/UMUGEvDOSAABY1ZuWW6cNKxp26u6ua2MRwCuamPG6eLdkMNgbSk6csCis6AjsDIaoN/575oQCeW7MboAgnkn+XAGHCj57jexvZP/rMTIwGZsXn09lLW5BDMawcuYk6zOzTOIDMyZiudclCwgp+RiJGmX/WqranlerJkzpaLvulYCBkYlVOXFhT4kPC9ttU0SLbI1pjk1KR9+nwMKmW28WxnJ31T5GPFI2ykTENDQgmjL3m7Hjzx3TeUNeNj9+abwqTrYmmjU92vZ0Qos6P3uuIliJIOIAIF5nXW//fjhuHiJc+/fhO3yHx3v5Mp1uqT4+gKoRQBkLpWZ/lnJmqd7c1XMs5+btVszc0hgLv5/GvKhmJlr9b3t5sabl0g/g0uedWrBuBZfrhHePE9aWMGXGaVKrgLlhKiJCP2n7CTPXm+Yds/aPswaekRmL10zuu4wra8DrwMx9g4b9hLR5kaKHp3rF//3/9f/Eu3fv8NFHH724p3H70vdOul5OKHU+OKnWYMNsC9O+FTw/3eFb3/4I3/z2Ge/WjM864YNGre0LAAwgE/NO7GAGMFYFKKEiySLIojoBn0ANuMAm+uFICkhJqB1rVKDfNnOcJ8ZpqVh36Rx62QrWTRwVS2agq5lXZrQto+WkxlvqjEnJe18AwCUv7kY6z5sbKk3zDsO/qQddQ9PcfaFD+smcbWOq5bVKhNvJgmDR8evsy4gSyR9i8zDwSdZ66NhW42RjngYaqdSCbZ20l8mCXX0Y3Im19PC7dK62hnt23LYIAQCnjpSH2ZaxOsOPSKKz6zrh+fkkRla5SYXSnvHh6YSnS8Hzln3x7Swmbo2BK6sHDOBW3QnA93LBSUfihLHQMRM2ACsn3LeMt2nHp1jRSZJK8nlyduVWkG7pJqtYmpSBsc+ZH8xw/h2tCQ6oAdAeSkPUHrcGdguCmMbKen7SqXpcDwshzKXXWBb5GXoo4Xgo8fkRYa0OkUoombDML/VV9rnbBa2kkQKy1wzcRIBhR2HRaqNgjKisobEot8zhi9ToTSD2gt6vAmBaTsgte+8vP48u6T1jolPq/qxO8+aVgFKVEkBNOCbzjAExkqXmAeyXGb0R8lKR0HSRD27CNhyU7cREh+cWgDM+X3QN4uaLabgOr7Gv8royXhEUKRMQxf6vfoftJ1QwjddsAWeg0yiKsKovBXy5NJweLu5HVbcCJvbKQgNaQ0+XDuXpe56AqwRfMwAODuwGMmwcDfAgPY2mUjCVCmbgm+8XXKsBHMJcE+aSMc8ClqZd5/x1Qi5dWm5MBmSOAPh2DJoGs5TRUsL+1pqZfRZ3zl9XYb+f6ncPTb70IOb5+YQ8za5+tvJXAIeHubWMD493+NbbMz69FrxnxlVrKkyv8nlbYhMgSpUCAP+9slYK2XsxKpJYKfk4WWcECp3k7+KUO1oMTGV0AH01ygAwae76vGd8eJKqrTf3V389GuGVMBAN7JWpHvYLyMOyrdK3pNaMUsRcySYE25pO5CZQHNbnTcU+I6o7dpwdURyAgzGd/R3AiNI0ujPnMqFmQ7OynjRnPRr1UcKrFWo+QXTSdJc8XNs2oXcxhdq2SRqZnVc3lZrmXRitKeT3c/PILHomWKuFSJ0m3R8APF8WvP8gtgSrdn19XhMea8ITyxicQJghrArruLzoOLpHwgzCAwGnzMhkfXzgPxuLLUDpwgKmPoES4dtYsRNh1fSPAZkOxlnhTAWjozmQcRddYgcysarJbp39jK6+ph1rGCkkQIW7GMDFKv7sucg0mBiGmtkBBzFv41GCbV4y8VhsxFkaKREfOsMTSZNXS3V5KuImYIiA1QGziuHledGUIo6b3X/fKtBTrHS5ASLOSrBbyMs5H48nvm5N94gYPJF6e/QR9bsGbZRfA3A/md260rdQNaTjVz7IXpIc01bGnAhDoeejDQoNGMRrZc9yOe2oV8DVgF8ATiJ4O1YIRnAxQIS88JKhsf2y/dT5KHrzsH72ABYDSBr3FP5d/rypuNc+n0oTlYiKfU0nZ9+V1VPIBK/cCT2Heazpv1tGD95AoneCs2t2bW3NiyCm7uLLs5cJOU/ef+/b7xd82DOujTHXhKV0LC1h3xOmqWOZKvacUYp62JQZOXXv3xQNUL0wITT5tODXqs/iutU7Yb0ueHo64/H5BGbgyt+9bOTLD2KezqBy8gfaXAFN31ACM3A+X/Hm7oQPa0ZuMt3Vz981AAEwADyFZHoYqSNQvwGNOElBSqy8AI50+Uz678RYsrQbKIUxl4bzaQ/tBprT2dmcI5PZi5Mv6JPSeB+eFhCJI6z5qpg9upVC36ZdokW6TWQ22UUwWKYqD6v6W/hD0wgpA1H4Gx8oo7Eten1N32IrDiPQujfgxzYDEGaP3Td1Bs0hzaPpnaOWQR86pWnlmnbcTRdM0+6VA61mPD2f8HxZcD5pmu1Zrmk0FowW2/Yd14uI9UqpqBplSFRUsK4z1nXC4/OMD88Trlo2abqOu8xYlEWQXlqy370LG7N2MbGz1ONSuqYHFaxqGsV0U1NLmBvh2giZE6gXtMR4ixWgkTaKfZGsRDr+28bvxElhjjAzCaSpJemhdKWOHf3AZJo7L2k3PkuznlyHExYnvAQwwPB9sRFi+pZodhdZGf9uBTcm9jUQYFtOo1S9N3kgTQvjFUydnA2KQvmUouDcGo7C/2bj1IMnAzMqDrUgyBZkW9DsuXkN4NjPyN4QMRq0KjMIfGsV9nCkrXThqeO9ADT1c/UOx50YqIyWhm+TBQJmOsfbJPvshDJLKqHXAu4hUrcJs5No1PSap9IwnRn7BdrxeQQ6/Mr52jXwf7PYZxxYmKCRudWzkFZ6cRu+VsBR2Ozg5uZ7R2nxUXQ8gISeYh8pIS8UMFCl8yonTUEmFraKWJkxZW4Rjf7MCVnE36lIQ93heXZMLdo1ikLvUrKPgTJVTGvDMm84LXf49N0Z33qacGlA5YS1JpSccZo6rkWY/NOyo2Rpi2IpUXOlBuB6vV09i3KRtjgW9BWfK+Oaw17BudeCb392h8f20uPm87YvPYi5rjPSvhwevOeL2IOfTxs2TL7wACLW+9qegcdJ9CXUsIMd0L+22eR86NobKioAOC0/SljltaZMTwZwl9h7JU2qgZmVeZE8pVpLK/AwBsUnshsQYw9+mTS91BNm1cbYoHLmwA3vxnkRsQ+6qHF5bSKR7zMqNbl4i2h0eKbEILA7+0btgDMrjQ7hsk0AwCjF88iQOphDWbgKP2yfMUKwYxCxmYi7jQ2x75/mHTNtPk7Mv2DqFU0rRFKSVgPWqduMB8tNvyVjuuwabbv0PgHgZdN2f7Yq+paURItxXowts0h7TOK2eOYkjdjMUA0Alql5uvHWSt++r+aEXBlzEzAzVQJaAvqEmRI+TSsuVG/GspRfR5YFENYlI4NJ2gpYZdKEhHvOzs680ahqh4h9r9ScuWyQ5pRA8h5i9rwY0H/ZYVuGiIERSyMBwGuPabwSBmh88XwFDHsJdxSOHsa83Q/2HTGTjwH79+3vvbN3kgdi1+LxTEVGxT47BN/JDREtvXw87rHQm9aNG6G3wbKWlr3FR+yv40xMbtjWyReY5bS6yNfs9mNAQ8ReMhZZVJkTM7hrRcuyi3i3w3UksWIn2fHr/+bRIgvzAHYGBNxsrr/e6Z1IhedRcBwZHED6oHnX8sDWEYP7ECvHedGrnG4AzK25nVTpwH1zfJ4pL+fZVvPQCzHEAwdwFycK4yxzU61TOO8AbF/TwBjLbOl/m2uFIZH14E7Z4JI73j7OeG6EK4C5A9eaMSfRzVzWgpJFY2nCdquasmepNkmDn5fNW3DUljSbMLnG0E1U9Zimecf9vYidH7/1+0yMb+s6ARDQwixVHB+eZxHtKaPRW0bSiOLuvGKeK+7PJ9Rv3OOxJ+yh8+/t5sBaV17TphcQCidMEIGvsS1TmGYLxEVcnHmBhaVioTEBDZiK+IIURdMy2TA4ScoH+SgElAllHNtgFRruTis2rbyZtGOpif0sIjvsBwgT3ZFiBW7y0rZYB5Bh+zLwMN48FvoItCTqHf4s1pH2izZbAOK+YolfmUfFlT3oKQNEFTjhIJyzKMbOM6Mjtw7Mu5tReTSrVQHPzycR1CmYMBM7KWUclSrSh0vccwEc2DVAFrNlanhzvx4WMBOS2rlGYzybCCOTGNtPADZe4BMNM1C66KO4EObeMW0JZc84tYQ3nHBqCW/ThkeqeKbq4Pu1J8DYmIUJi1YlnTipJ4xoyGZtdcBgnJBw5oQLJ7zXXlTRR6koUymtB6SPWAJpygmBFxrMiqVc7qXb8QABAABJREFUb9sLhOGmaaPxOfv7izQMBstl984AR235UJkEyPW358XAiRmS9Q4Xy9s3GvDoyv7ZvYn3rt88EyM1ehzvzbI64f1+ziSu3jkfNTPUGM0Ew8GuIX7Ozje+Z9+PwZK9t0xSalv3jKQ6O+bmjr3mb5OzVB5ZOomSebkMUADAWwf0Ru5T40xU0MbYPeCWlKV5qZNJWXnDm2O2e0vE8n0GSgA9fg2ciDX3HEBBADCH0nYDVJEhjswRCcge7Jqx5nKenhIPx0mlgbgffXL0fAzAcB+AzgXAoa9RaxltLy4Kjmly61XkjRdt/Tup79ZzwWNNeO6ysl07YWpA3hlLTqhNCgrMJdgyHWawt20Z3OcROO8ypqZS1fKjSC+xwMYDMp/d3V3x9e9pwHt8V9uXHsT87qdnPJQTlrmh9YR1S2hMeHO3Kc2r0UDqgEYWU6l4uL/ie+5nfONDwYdXp3ApqTb79iScI6DV8QTCAqnAsBSS6RnKgRbXiFOjyksn9654qgmZGKdccJomzFPH/XnHMidMalNuE23MTQKDrbDB8ZVPHvHu/QOenk94k7q0f1ehXny/RVNSRTE6XkdxXdQCyGSnE88rAAeAC9tiW/YYEcWIwSub+viugxNviHx9AooRFkk5X7JOysT+sNvnmMXvwiM/e73jUIoPwAXOKXekpiLJOoTP59Pu59k7sFnPJI2KtpowZYBmOcbTUr0vkm3T1DztZ+cbt8PicQPsLO0RgZx5ycTWGmaWVRuwzMLMFJs4CuOuEZ62jFwz3vQTntDxPlW8ox0XqkgY3asjM7Jpy4uHXnDPGROrwSNB+onRELsb6zjrc7GRxJqZh8i9Al6ZN7OxMeqjxCOlBIgRpKWEgOENY2XYcTMgk0MUbIzLLRtjKSa53kd2xBau2BfJrnGsImOW1J3fp6Bfi4yKp5VaiNYdvORwT2/YKKaDI2tyAGUl2WKsF1NXwABLMe0Uzz++Hns8jb/Jdw0NmJYCp44pjca6/vw1BrRXUAQsMTWXSge3jt4y9ut0w0zo+QS2PE/D5M70JbZvM8GL3akB+NxiXcB9PgtaJHk/gMTibxVcaQEBOSnMF/TK/u1YZV7RNiNumUA+5zQ1VDWQ4sZ4dn9DQOjfZ0DJD3bMB5YWj9VN0ACW99HIuNaCy+UEcwbedmlbsKsGr/NgewuJGeXGUgux6rpUGmHaE5aUkQlYSsdUGFMZDPLeEp6v4oW1hl5ie85fmE3w+Zl+P53k2/+2ZTxsBeVSvAriYep4uki6SHJ7EoFEOrg1wscPK/4vW0JaJ3wT9ZDTTzzSSJlV78JHkSKgaSJIKelMUnE0p2EXD1gkAUf35s5rE/HeCddrBq4Zp+eCu2XBeaman5QO1qfTKoLf0MU0TmCn8xXzsmFbZ2zKJNzdSWfpg8I8DTDTQ97fKFE3fUKIeFiisAFWyMulbYsRo6Vp5NyPeX7CMW1kn+NmkxkHcDJEhfE7bkEAg6SsGgYZ4d12hYINzpYq+t3XScsYRdy7rbNPBJuKHu/urv4ZO/5Sui9SzIRJK6amG1M/i15ylq7HL4BLul18hkW9X6sQqXuPHCZkL8vUNgdtlF6WIoyROIMmqdxSsJUSULaEh0a49oyv9YxnzHhPDe9px4UaPtDuaSUDNSsq3qWE+1aQMYD9pMDlkRh3wSOmgXDi5EDGnznIpDlDnxNlJdfBpgublBhTGoDktoe8OOzKe03UK1oijZz1Mw0DHJiwt3aC9E0S99OiNvxFo+9EAl6s0amZjMVnzcS3KdxvWWReAyrDVA4Q+3gDosbENY2siRjzLJ5NtR61MkkXcmMDi+lYMBbCkjtaw+GZAYBl2V3bYmmdlLqP+bGId0zTrikI69Ku9guZ0HMD9YSkzwA1BieS5oWh23ZKfGh82LZhdrZf5oPuzj5jJcgWDJmY1Rxwo1A+67xFGvz0Kunj5byCaEeeOrzpK5O4qAdmyoCMzRPOAEWmxsCEAYvUh3C5WVd71aMEEbcxKICkkdpe0Ks4yZvxpaT32ftJAQDlY4NQS2vH1DuRsE/2t8Fcjc7Y87K5OacAmgUpdVyuM5JaNtQmz8u5AFMHTnysiGwAnhh40nlvrll7t+VDReCmOrzz0pCTpMvnqWHbuwdfsWGlnUPvCXv7/eok357QPV9vhlnPW8K7fcZEs3hCZAEVicSp07ZtJ2wt4XsSYesZn6G6eNcADIFw5iysi9LoVSNOyfTL954UvMyJsRSdENOgRm2zSGpEWHz423VP+HDNeHfJWMqMh1PFw53qOFpFbVlK5yZyMAPoBDRXLCfNY+66IK8zLLU0mZeMRWieL5dSTNss7cKpvyiJBF4CGACud4mTuLEvzCosJHYhsBz0kcK2jVUUaMf6Wk5cvrNrHp/9c/Yzli0aC1N36XlktOu2zaPb6j5Mqu7urwfnYytdZCbMvaKGiOrWu8FEv4mGFskU/BZpWmrvkL83MKfnGg3x5DNB25AgFvE46oNsQZwmhjm/inI9YQ6GdnkXf5mtER6Y8FEv2LjgAsZnVPEu7XhL20Hoe0HFE8V2kbJtJE0En9Bwr9qY5OXTkmrdwWBSfQzUL4mBTIREwJlGOiiTABi745kEjAzNwvjumJq7DRh2Tj7Z2nutCWQCozWZ/PedkWahyeU+sfauyQcQEq81EauR3QAwVqnkC21m1EpD2Kv3tAbReWVhL6IoO13kHE0kLJWK2rk+CQiKVSoGiGybp+oVinZMBsr3fVIQLozNtk9+TqfTihkVlcpx3wrgRJi5ICXGpN4wXIaurMzDhboTe08mc59ttaDtqlXTvmQGUMx8j3YJlHJpaBUAj2fZUsa51MN9aDVjuy7+DM2AVkp2T1/JfQqMTGDrKLUxH5EUbyD6orCgCGc+e/LjHoOPh5VD0CzGcdMbYV9nbJswUXZNJ+0YXuYqHcGNlXZUP+Y1O0dxjG4wPxYAKMaSaMPGWosz6cu84/7uitoStm3C9Trjuhbv41ablF43HcdW4bgzsDHwBMYTA9zksMSvW9a9zgl7I5Qkhq3XLQfhvDx/KR/ZwM6E99v/xAaQ/6ttD6L5ln4uEFbhCSw6Fdby5iCGsuG3QYSIGxiresUQCI2OVRoLE+4gdfpJgYxpCOzzz9AJVfOLqSdvJVCydc0dE1EiHnSzpjcAmVjesEx01y3jec34cBEfmKfLhNMi2pfTsqPUgnnawZNG7x3gNB7u5aQTjS+K1gY9A9uEnENZMg2juxhxxskjppt6k6TagSIMwAEY6RrbRuXTLahLgRlK0knVcuc9+du5kzAuiYczb2BqhEXCKK+27ycBV/s24/H9PbZ1GoxG1kqOG1EzK03rbqs9OR0cxcICFouzW2MBG54zEo3UgwtrBCzRc8LchG1rNftxOSNTsy9cdkym07D3usOv9Wjh0XOlNXh/lSlJKqiQXOavAPh+LnhsE/7fKeO/p+eDAd4zNWQkBycJwFlTTJY6Mn8k2yYNCjoTPkJG1WcmsXgPTTR0LyZ6j4CksfQwIkAN5fT1bikmMQg08GIsJ2A6GulFVTS9wQx0IlmfePi8CJAoMD8lu1c2bmNq18bz4V6F0mih8elwny39aLonAy67BlKti12DXTnTBJWUMOfubRIAEX3zWnBaZOyK7gLoZN3V2cFOInb2x9gdY4EAuKVDUh3e1K3ibxQFmM2CpZmYCWXe0Td59spcgU31e15+rYu/3afcwE2ChK1lrJdF2pOUhgUjXTPN5GyFBUFH+4IJdZ8AAFVB0TRX3H/yiDxVpNKkdQIdmU5vRQLVzdn90zLyuNkYG5VOCmbs39lSXSMQ7egj5aTvyQDqJgBO7P3Twcju+ekMIsY0V5zvLphPm19zK8eOY4iIhREi86Uy5koDMAC9d3AmBYIZU1dWRoO0bZ3F2G6a0ZqkSPcq40eaTA5QU7sEOucuKacN2jdNrRMA4NKBU5f1cU6DES1pEAfm0RSv71M/Pj9ftH3pQcz/6aHiegHetYT36M6SmO+LVQmZHwwgDEojlpw+6ABa+GaRzSD1gVGAAgMvwLOWlU5M2EC4MuGNdqIuRGI+B2CehmCwZHUJnY9UMDC0I8sE3J+Bj7VPxrqPnjmXq6jHz6cdb+6vUkZnaaY6RMBxESZiTOrQ228ihdhMbRyHULrueQAgFxzYF+7igmPpprjZwm8Pujmi9pa9/NvSRQ5eAiCSN+DA7HhKqqnZFsH7IDEGULPvse/lRrg+n8QltyUsp+3QsDEeMzCAg+kFbgGHHU/KHa1m7Hs5HKOAlubvicDQ3hPTE92MEjtuJiy8+P7eEtZ1wrZPCkiTgxkbX9uWPcJq3VIcsq/WSZqWhvlD2Irxu0ToooE5UcazXpeqPcXM/C6p0HdWYM+c0AAH+zbxGASy/W+wdgfyx+EJM57Dkli9iIauhSGpINe8OMWOw/uAIQI24CPjaoAcK3tqjdCSiBR3StpDSVqY5BuQ8mJ86tZ7co2S/V0Acnfmxe6ROC9LxNtUG8cwwTI5GwUomAOwNULrGbnJeU+po5KM0XXPfv5zkQaEexUwxV20WHvL2HYVeDIO4yURO5iSxqOzlsl2LPPmxmc29s2kr9UxvlOpqlkZrEwuElDcaiHyJMAEyqAQMU7nFfNpG6lqnQualmHvW0HV3mT2zIjzq7T3mE+bfD4s+Mb63vYfs6aynJpWPeGgaI+Mh993mx9BDlDkD4ycxnhISGBqYBrmeJQ6ZptrFZws5xW9ZWyrNIh8frzD4+M9np/OePPRI+bFzkVBdBDHxia8HIanGWwSBU1PJ7BaY7SWMU0y30nj2t1lB+YcbilycQnPPqa3mlGrAO21EioLQ7OyCPM3Z1eB3Enaq6g+tJAEKdEGwXRrz/0IHL9o+9KDmK99/AycCz65Tvj0qeDbnXABewsBazDXwnQqJaVKHWK0CXjNsTdrxBkBzJOWjV6p444TzkhoYDyhCyvUEs4ElA7sLaM2wjIT5qKLUeneEsAqHF4DM1Kn3zHPFW/upYLici14/zRh3WWwzXPz/Uyler61aARl7rulaC48d2+RbhOt592dedDXurmc2gyt6Y5QftmbRDYjPdZHGkcFtLyP6K65MNKAi2lhRnQkojX5yghgxncmUOcXbI991kS53IBWi0zYqWOaKpbTKvn2wIDIMclEN6mg0f7m35cM5AzGw7wYbOG6dbZ8CQ5Hy4RZq6LsCSVi9C3helnALL1Wcmmoe1FBH/k+pCJPFuS95kPZpZVztwbkDNQmgOjuVF343kHec8gE57Z9tiV8Cw3vk2jEMhK6NpbsXPGWGHcoWHTMJxawO4E8eEgY4CQTQKwp1wTknlzce2v8OKv1ACApn6oAb8qM2kwgT8gY5nXG1iDsC4B7yrQ+PGLsnBmkbCIhu0LYGBM9njSYDBufYoAn99TK3k0b0w5gnbDtWnZeE7Y9oTZlXAxQ6nFbCXncbLIH5Fgbj8VpVwCTiZHa0AvVSni+ZpTCTufXlrDVIQa29wljpM8rJSytYyoJ89SQs1Q97bWAuaHuGSdldds6zM2MGTmdV/Q+5h1AAoGU+gDoenNYq3UM9JzOV8ynDbmMNDcATwEDNhcSrpeTVEnljuW04Xx/wXJehfUM4ldJ9UilXmT0TGdDqWszygF8h0XEUUQPnQORFSzbqQRg5mktZb4YgAmSbf5IuWE+baipiGuvssDnu6t85v09Ls+SErM5hcL4BmQOjp5fcb24ZXfjFvVOzITMDctJfF1mnVuMYTYnd9PYiRg4e/sTAzS1EdaWcG2EC5ODmRUdliTKELbTHLs7gInVQ40Jzzdj/ou2Lz2ImeaKuawifp0nfM8uaZjnPeFRAc0FHTsN8AIIO2OT7f45AAb6d4scJYUkm0WNTW9eBcDE2Bj4gI4rE2YmzB049yTUXE6YiqSWJlVuT9q/xYSdtxuRpKTkgWlY3lScTwVPlwnvHmeY+6hHYyST2DxLlcxp2bEsu9PCAmgE2Nj+W8tYrwvmZcPpvGqJZPfzj4vxrZZD0jhHO3ZjQmIJ4GA6ik8Qtj+pVmK50j6RjfTUgQ1RsOANPo3RMGQfruF4QOVzJTS+i4xQmeACWFuwIjDIZbBLVq1hx5hSdf+euNl3Rj1N8+oSeY/0ExlA7PnxDo9PZzATrtdF/ReyA7NtnzwN6RUGuYETYd0KqkZS1z1hSsYCEfZGePc04aLVCcDozNAx2l88MfCIjs+SlF/3MNEkhgAZNGQQ3mNH1WDhgRM+QnbG0vZ7ogH+J5JqiK8Uec1SJ1Ma3acBNaLTRqjtqgwBMabJvFeObFJkZRijx5IBGwMLPiaU/SAos1MJNI0UlS3yUxk9lAABMJYWjlsU7HOV8VM1PcRM2HaZ8A28RHBiAMZYGDsua7Ng4LIxxU4aDg5T13mMAKheIesXmZWDpd0YynB18u9JOj76Sg72TKDOLKkGALhao9TUUbv28tlm7bu2o/cJvWQFAUWesVLRazoI1VstuD6d8PR458+BPGfFDSpjKhsA9nXCel2kF1zpeHjzJBqaUiXVBIA6e9k3gANjavuSFJj2R1sn18sYWEilwRteWlUYyzzYG78ok47uwu5u3CnoaMZxxAooC/Dsuy3IXNcJjx/ufPfR28zsH4z9soqfyPTG9Kal4/xQbwLkeCzuJYaGwtXnKktZW2+3bSvO0mw1YWkJyyaWDVsXDc0Vws7YvBClGXQIMYDGn29rcrt96UGM3EBR5i9zlQcxd5xrwsMm4OGpZmwMrBAh8DN1tT/nLwQwtlnEaPMlqzhxYpmsr6qnMdZmGIgxNsgN/tAJeZcKpiUx5jzo4WnS6NMeOh1kU+6Y5+Y1+nLCwHnZsEzVI3EprSXsoXvrRY3X5tIcLL25v3rzRyvBzrlrfvYOd/fPzkQQyQMZ2YUIYAZ70z2yAkIqx98zhKwuUtWcsgCGl7lR0knB8n/RBwY0BMORfvayQ8AnjgGUhGGxxo5u7gWJ+iwSTJkGIGr5YKAXXVv9e9JRmBsBkzUhtc3y4Pb7rhFZrcUnjr1mJGJJH+rCwUyYp/1Q0bFXSRHkJOMDMDO+hNZZNRRDdzUFYd1jTbiyAHKDXSuLJ8xVn4eHXlBIBMTPVMFWes3SUynBNDBNtDIQxvKjUJw96U/W52dOLBoc/dIZ7F2nSRfcBGVcGJgm9XRJcEBhzwYzvLx570PAa8/N+DmiZwMPTQGTLfJrTRBTRWCtCbtpOKqwFBHEEGnlVLHoeyz+nVW7Q3BxpH1/vwFSkX2JaSR7RzzmhgGUXOsDoIGQ2JguAy5ayh32NliqcX2MfSMmzHkwN1ZSLlWdlm4S8FxbxjzvOJ9X79a804R9mzTKl073KXW0vSBPOtbTGPN1K9i1SieXjlozaJ2R1ZKg3zCrrYpAdb1KccL54VmeN31uKJSYx7kpBj8+dxD7/qOhHyAl4FId1Q66HgBI0Swvsh+6HyssMIfgBBVmlyZghdn1Mb0KEOu9SVCyzljVlHNZdhANczljXK/XGU+X2cdgUpG33a9bttePj/gwN8XN7isw2tP4Z4ImjUj0OhMqTqdNNEhq6rltGTkVlJ2xKDMzd8KpEy4QtnRjIQ9EQ9ORdV1MAL57We//AUDM5bKAaXh32EYEzBMDu/aZ6cDEBOKElQW4VOA7AhgKWpiIHTOTG+ElwLtYjxSVUOwLSRRq7qPx+JJOLOtGGuWNXDUgkeG+J1QyqtfEdqJxAYAzcCip3ffstLZUQkgefL9kXK4TlrnhtGw4n6TZown/Ws04na94fjq7gM9spa19wOcBmd7kSsXNHqzWpAeTgRJ/4JkOAMaO2Vw3q2pNbreDkygMYAwAY1SuH2MStUUETMx6l/S1OPH592QDOdDy8oq2D6EtmA4gxSjlWouzSFZpUHdpgGbVUOOch1/HYJl2j7LM58EYmL3K5LHXLBF1Bs5p92iy5IZ5am6EVqsYVlnKI2cp50enAwOz6yIrJdPAChH8Np4EvISeS2J0p6AdhKYp1CtJ/v8MoY8vAHYWHdoJwkp2Bgq6MCk60ZUswCZ3ZQmUEdmuyVmEy5awFGCZpTdNY3Kh60KhKoaH/mfbE641Ye8jbWOgwNgZYzSuurgZoBCAM8Y0ewgjYCDtQwxt7SNY92vpqrhFrYvNAfZd9u/YCyqCL1YsbwDGqPnEYqPUeej1oqB5QBlWvZEJh5Wh4cFapSQMmHjgZGGgnOkywJZxvYoG7XTafMxu24RS2uF5FyA00q6sz8r1smBdJW1yzpfxd9XJmIEeAH+Gt3XGts24u78o6M9AHZqyoYka1zxaOIioVTrVN2M0lE1LmhrLvYEziSGqu5tn1c+w7989aAwcqN+Mb6Qc1w1jkxK7eWFvhKYdnXuX0ujTefVzs2rJWssLECLVRQUXBXU52biHivYJsfWFd1anz2fTyccf+9qSUj/4JFnrAdHTVJwWAbandcK6F1zXjLxm5CojsSkrs9Ox071tLt344qXXty89iFnXAsbkE54JkqKgMROjhR4uEwgbuvtdfKeNMaqRYqPIIQIeTr2vyZUk3z98Lyyam4oYBNlgM0FhHFx2DvZgznN19GwpESv/s94UfnwstPteyxAZNsLj0wlPz4unspgJ81zx9HTnXZ2te7P5Rtj3jQjlqJwXMJO9KVpkDq6X4tVPYtini4NORhbJEbEK5Ni/w1JHDBxTbhqRibCYvWv00PToNegjUjKH4dvJwfLF8SF3C/ME72Atmr2jJXutGfs2hettredHkzSLVu1c7dzMUdkmLjvffZtAibGuM54vOumfNpyWHdcyYd0mXNciC09LGklL6mnbRYOVGx+dhVV79GZp+JqmZqwBJXTBqSz9jqrqWk6ccEUW0EKErtTYiTNW6lipYdIllJjwpHFWhlQymHFeA2NnQlHw0Dph6+I7UbIgiwT2qikA7rNUlU3KWRs2QljCeA/tda3XEOEqMU6lo3QCM0sfKtiCP1gQ2yJT4kLxm0lWlig6ABbgKFhsTM5y0eFzA+hQeC1qZCL0Ib0ft6S7uRs3OJkI0HHeETB0ZKPGd+r1JAE3lwqURJgKgSgJmCQAdZR5pwRnZzatDJpn0W6s1wXVy6JV77XsHt1burTuBU9Pd2g14f7hIsxSaEtgz621GTGWslUJsJ4+3IEZDpiOn0uH59fKumPzy22dDj19JI1cpTcRE7gkpN6QkmhZcmnIE0CpjfLpTkft3q0Q2EA0jbRj74RegTzJ62WumJYdp5bRa/LgbbvO2FZhtlobtgxTqViWydcBAC7G3bYiBnY9YdszLmtx25DKL8dvujlcG39eCUdAydJlO2fJbkyl47TsXrpv7S7maUfJDUvLmMqMkieULYPWjLoTdpaUUiyUiUU0N1nZL9y+9CAGGAKu1hNqFYqYWaJOj8A0+jA667vdNup4ZnHnZf3slcYNIo0y46RlzI1FUHsnIEnpWSbpmWRVE9bw0coco9A3ppd8cawJZREDtZgnNUARfUsAuFjLAI7R4NteJL+5FXQmPF1mfHg6YdHBOk+ipZnmHctpxTRV5GIlyQxM9ZDr7S2JB8s+OQ0c0z2x02ks55bcbRqiOi0VB3Awu4tW+/K+5BVIKXWgiEFXV4GdbZZCugVg/vcURL43rFyMWG4jF7vuSas29k08aKwVhE2i1+uMlBgf3X/ApCLg1pJHndmaSeqE21r2fieSLpL7PC87Wk14eLjiDV3w/v3dwQmYyMSYwOU6HcClHf8yNZzf7IdKBACgDVibGA7ukDLpBulcPVFSa4HRrbmRtBC4oKJQwsLSCrUR48L9kP82Af3KUr2walUOEYAuFR5LMVAlnzktHVPuWPeM5z5SpN61WvdtzS8BeX1r5I7dQxAJ3C1WaaaLivqwmDcGAOxtLPj2mi3+t78bYMEN2KlMh2c/zjMGYOw4EN5nv8f39PC/fR43v0cgZK9lEm8PC9js+27nPNYlpTHheU+YSsZcdmGzI1tIjH03ZkPZl33CXov3erNqFwPi9oxGEF+bpEhzGiZ7KUvDwEWri+LnAGF1rJLP0qvzsh3mNwscbLtlOud5U6Es/P02Z5mlwcSE3kXUbKml6GZsbQhimkl2RoieM3atLY3uae1wPClXTTWRz5/G8JIWHzQFJrFh7b6VQyGDmHJKam5XVud+F5Z23TK2mrGqnKJ2wt6ltUAExgZspSZPf6+kCWPgPgGfLJrq6wnbLuuWBLli5jmVinwnUo51K5ifZ+BpwtuNhI0FRsaCR4/CDvw+E2PbPFcsVJGr6AESqeeCAphrGzfuilHfbqmf25LquBEIz9SxgnHi5IZdOxg7iS7mTml4glBmCYPyBRgrdELtJA69HciVgALMxRgHEeIuy+aiLeDlompussyEad4P3iT23lKG5T2z+HkMpiT5QpevizBBmWGmWCZIbGvxJprLsmNZFswBxMwqFI4TSdOywfW6OFia1B/FGBRhSMTpU/Q4Amxiusp7McXIOKZ5LAoi9qooZ0hyO0RHWRkkK6289faIWxTcIZwXd61w8nOQCabXjGYiuE7jdyb3niFinO+ENjetkU1E5iFj98+up/Q9KT6hn9Q74v7++WB4N6npl1//npDyjtYyni8zOgNT6TifqndDt+gwaf6euatwVpKmWmCMHVa5J/YBC2Ws3NBJGp/u4oqBSown3jFTwoyMxvK5ckMhMyRFtYfUx8zABsInpeH/9n/9HdzdP+Pbn36C3/nmxyi547IVXHcBpLHfUeMBXqxM2Z4V0Q+J0Z+3D3Ab/qEp6El1LD2B1TdncaGnCH5X9de5BQ8+gm7+FjeZC8ZnED7XIJOy+NUMIGMBTwRATf+PAMr2H0gYf29MO8X3G8iJrRosXSaMD+HdRcq/705aaJC0RcvUPFVpYMGciUXHVVC24unPXBrWdZjoyfszVl2EOxOu6tUEiE/NsmyY9fmweSEylLY9Pp1RrrPep/CM6nNgthLzvIvvyrxrWvxW8/HyzplhX1ZdjAl9SeePF6xL2AfzYGfIyq6bwFKGgZ/mQLLXDDYWu2ak0jGnVeev0RfJWgz0nlCK6ImsnQAAzDO0JY1obHIuyHtGzgVT7ZiLpJNrJVx2qVhkAEt4poAj89gwGMB3HWjXguc9482pYZma2HmU5GzRpJKEnBuWWZ6xkju2tydcW8ZOFWZvErNsX7Tu3m5fehBjyFc8QeS1qTBSY9QekCvCZKEXcFLq18bn7YW194GAi8If0v/uWPrDnNQIb1ItwO0Ec0pSlWE9KIZvhVjBd5aBf4ZGEVn6HtmCFx9We8CvV9FWlDJMqAYjo+fCMSogN0ZbeIhJz+c+uuHycP6se8bT8wmtJ1yuM9Z1OuRHTeth3ZYBqBZHxcqlHjqZGoVr0Y14UTT3QLC0mJ2npXNsu1Xey32X9xCgIl99n7IYvl96fdK6jeYiICAMMS8zgTTUrrtUW7Umzdbs78asCMDbUMroHmsgJ6aTJsAZrRqYs5w7ch2VY+e7qwqEk7sttyaCQHMCltdGR2lm4HvS6F3lmoTAvPj41oFvaZwshOEhap+R8Emf8IEIH0iOK6kuxiqW3mETwS8LeGVYq46xL4Y9g6xMj7y4tYS3nz1g19TCRw9XPD4vuK5JyodJtG3R5dhM7+J5MJOLf1czenN9gFyXxnT4XFab+azatMYE6HNzKoy5SxqqKgtUlck1DUymMfHbFkFIhMz2PJab12zuMbv3ijGHyDXjA6ujS6UDF3tvwUu2pSPMRfTyuCL7s3XCpWd0EB5OFbXJdc1bwTI18CxMWdEoHBhj67LnkXpqR4F9V5uF1snNF1tJrruw1g5X1WLYgkivVILte8a6Tlp5uUt6QyuVpnl3sFKmitN5dcG+nH8oRggpZe+HZPNEmDNjldG4Z8ra6mf9vmcW/xlAtDe5O5BB1P7RKHLgnkCTVAQ1LlK6DkkFHudjATDrdXbLBdMxmgjYWHrTRe4147JmrDXhUkUTNSfGvYrr3b2ahhmdzQNVA/9LIzwxcK2E61PBOWd8dFcxt+Zzf2xKO5pmMj65q/j644SdMx5pNIO1FPN3J+SQ7UsPYp6vE5hEE7PXjL3KDdm09Kuy5OdXiJB3g/i7GJjZiQ+CXPtpFUiATMgFQAmeGAVi7HMC4SEzik7eRnlPNkESayfQUVYd9S9NTcsen05483DBKYknQ0y5RCbCTOtsEXXBrYGK0KfidrPBvq0d/Zz0wdcoXY3wAJl0Zl00Ny2xM/ty96lQBseEYFMZpntSell9MrIF2ztlB+bBDJxuS65ve87YpJNDRBj1MVIEwcjoB7+Hw/vCfiKwOVQ/AZ5+s4nM6XtT9OeOdNqcMrZKJDu/2xLP22swnzZ3NbW8uF2DfZ1wfT75daCdkVJypsfuUSl1pLRuJsl5kvYUl8uC6yr59HmSkvtRudFxWhj7bk6zGZdtdGPXZcoX0wUJV07YVUeWQVhQwMzY0PCWVuyp4xOeMTGJToPH8ySfkYms6rOVCXjeCf+f3/4IX//qjNO848PTgg/Pk9LWcDsCF8E64NZ9JpuM4WZupbzUlI1xIO0ApGeSVEExA+s20kxR8GrPsW1Vy0lNwMs4ggfCMPiKXiVjgtcx5wd1+OG/m5WDGwMCXvLeAjdjnzPvHQM19m/bjOWx23Gr2QEEpL3fEhJEqzR0hhJw5cQ4LQTm5s+oscGWcjK9W21SaWeVdLUNl+mpNLeDKKV7G4/XhKYxvdR7Em2YGlbOy4Zl2XD3cMFyd5WFXJnqlLo492LMKX6PwnMZf443SEAxGFm7AeQ92uxzDnBIE3Qc0tAKZKy/UizTtqCS1YLBZADdvFq2Ces643pZcHk643JZ8HxZsG4Ttj2PuacPJ267Vx3DKLIz4W5izOolJizbCN5eC/DMD+akBnePjfCBga0S0iVjKTYnyzNi9206NKsFHjLjvsq8ceyh1tF+DzDmSw9i/tvbBSc6YU4DRADAxpKHXyH6FUsBGbW1kbj7sk9DvlSF6NHocRE5zpBGjxMIJwDnLGWgp9KxzKq30IduTK5j0aQ0HHuL5V5Tx7ZPeHxesK4T7s7rCxBiUbxt87z54mkLWQ4dbyNlGieCqJO4XqCAY3cQBMB1GcIGjTLHbZ3dZM0mCYtoihvqVW0iN/xokk4GMUV2iIQARG8FS9s48IippEALe5l1SKWN4zoK72Ire/u860USH1SSBCBleHWGaVdMdMtlXMO2a2ou7+CpyqTRk2t6pqmizPshZebnYac1j++JuX0zuBv3UcdmHoyWAZop6KO80kkF1s+XGddVutjenTfvq9OUaapVLOhPU8dDE81K7qKLWZBxZcYHanimhorut6ogoWqlUUHCM1VcqWHnjo/7hBNn0CGhNCLYFH4yROR7XcWV+sNlctuBKfSh8uuik7aL4Wm48mYCEnUv204E7C1h38di3Dhha4RPSnXvl62moYPRQ03EbgoYG1Ca4FgWNtGU7F1AVKZxW6UCSs7PtHhRC8MYTEnUvYzX+MCYAEdmp4VjonBtX9sM2EQdQsPQykTtTQe8VHytScBMIzBnVBJgU3LBPL3sgJ20Es+Yv9alfcplG3CKGe5jZCDVWznQ2FfxgAeqvWg4nzY8vHnGNO2Y5qrFB01tE3TumfdjU0sL8vLLOXE46/LNcwZ/3V6TfkbHfllQ3Zu8IAGJpCgTKFtRgrZO2LOkoP1/qVgcvd2E0fWmtOuE6+Uk3em1tLlqOu582l0L13vCdZvc1sKCyjiHWrWiXddbfaGdj1X3Lq2h1oStJsxbxlwTPuwJnzGj7gkPTdrqFH32rGBlJ/Jnw/Z1D8KFE6qut///bF96EHMF8MzsZk8FlrcXeHJV5iUBWC3CYjiAMdO76jSX0bcjAjpzxhskLAhdqgl4ODWcl4pZc4UAnOK3QTOqjfjwYJmrbkod9+mC07Lg8emM58vibAYAp1XjYCtTQ8oXLR2sB4BgWyyJHg+mVADYA58Su7ZGPj+iDtN/tJrRuwh8z3eh62w5WupbiklEX81FcDGSuj1G+x4/vHCOfr4YDFL0anFQwYP1MEAHHAV+HIzrbt/vr0eH4UAlC2ioSKUPhsjAoEZRVsYt5neD2br/6FH6ytwcl01qlI45euv5ZJOabWWqXmVh77X92TW1z5gzMzPh4eEZ3AnvPtwfUklyv2ShMVCz7hlvzoyyZcyNcGmEC6tVAB+XR+JhTVAgQsDOjA7GO9pQU8fHPIO60tgq/DXNjd3XK0P6mxHhd9/PyAT3T0q6KCY6jn1AJs6u0a31MzIg0+P4BWPdpNSaAMy5425puPN9EFq18SCfa6qHORWp0pB9jVRU72OCTsRqxIcXW6gRFBYiMkIYpdgGdnbgUPloehgglFW//Bp9r1WBhVT5DWi0vnIHoTAPgBPB12YMDMt5NK3wypnwfJWquOsmpdglMBNm17Du+dB7JxG8d5VtexcNI5FVRsl9n0vDNHWfNw28nE6bFBjMuwQHU8U0VcynVXsl6XVfdpRlx/p0kvOPARrT5wSIGO+9ea5iSut2HI7Xw/4MuDQJEMzPqiw7ehrFF3XPqNvklZz7NmHfC+pePJhJueNuviCljloL3r97wOU64/7uqr4y0sH+bhtmeNHnxZyKLTVlVa3uUBzWpJg+t+zAtheUPCFv2cHne3Q8d8IbqH0IC4i27tY2DjpLFmTC762Q5rXtSw9iHjQ03CCNHy8KWkzfEqMMG49r+HsJ8Ut3ZsYmhoTEwAzCGcBdZpyVdbEH+HzacT5tYYB0jy7Gv+WBNAfZXEZzLyshnueMj/Iz9q2o90I9NGi8jSJy5kO5IDAiiuP7tYTYowYZUstp9ZQEAH9YPerQq9BLQ++jKuCltb6xK2FyeAWoGODoPSHhaEku3ykPQRTy2QTATL7P+Pc4IY2HcZR2R6Guu2SmDqsqSKnLpKG5eg7gxEDEYHWOPkS2L5tsmQmw9gscPHAommyxuvvSKxT2uKbzvMP621BiMcZLhKVsfu2NXTK34FuTPWYRf3/08SPmuYpp1vMJzBZZi/V556KsIKuBniz8hAxqYuDYkXDPBTt1VHQB+CzNUrsvmhkMxsYNT1Sl13UCuItFLzGFyYi0PQG5mRs0NcMNIEqusQDgZmw2Vlof9zuRuctqk8UA/lqTfd+pOBUYtvtmWGfAPYHRw2p0KGnlEWGa0Nh6DsktVuClOgNjMrIyPVMawGcq4hkiTR8HY0MGrqF6GzsODL2LAR2pFjsCnwzgBICIXLsTBcJWfdLCvxG+g/T1BKliyZoS6x1gkn/b+NxaQmqMFckZZ6kGlfSDMVCjigsOZggCaDKxmxjmpE7Bpquh0VW8lI7zecX9myeczqsL5GNwQcSALtjGsPh80G+aylpwo+djc4wwJxAdC0nPIuCYauKegKA3e7FZgKdpW7TkQRgB0pxSn9NcmlQ0Pp+wb+RrwvnuephjbW65Xk64Xheczys++uTDIYBrIR0HjGfD5rCDjlB/ttA01lzFzWut1YScROeUE2OeMnKakK4Fp00YmbcQX6jcTF5hzVwNGEuPpQuEPLD0tGlK8+8B2nzpQcz91EGdcdVJbFPIEsELwu8RwEx6IY3muq1pJ0hp6R0IS2IshbHMHae54bTsMNW+MSq5aD+k0LRLPFZealviZjSo6FWk/HDfJvSSFMwM9sEWMAM4MQURK4ZidBG9Uvoui9z57uo6DVsA48Wyhz6XdpzwQkpGfjlGKtyPg9MeeI8ugt4lfs6/uhrYOH7e2A+ngTX/Hd+Tsvyt13RoTGn7BABz4uVGoIlfAJhhlifXNtv3Vrl+B/YlAshXGINai+fQ5Z51z7dLOiq/uBYpNyCrvkGvm3lZ5FKdjelNqqPQ8MKor0xVaX0p1567gJ9prl6SaR2Ne5eWBb2H/HqX5qUPiTE1Ahoh9wmJgLdpU7HpcRL3ChmSYOAJu9gTpIo7FJw548zZozNbMAtkwrMh0JmwsDSh3HYRmp7n5qxM9sqqSIPbYCP3XmqdkFLChFHuuldpwSDsTUPOBkxkGWcWnwwBDeP8bCEeYxIg7UuVSLr1AnBhMAB3Tb5sGWs1l2Cg9sFIMCSFkghAV1Bnj1VI9Vh10QzR4AHq6QEtD4Y4gc8kKbRrl67DwI24N1x32wzYZBzTfJEpsoy7ROtQ80QFlG34/mwGLBGZHVnSpgQsFvgtWkXknZrhFXT2LBdlPi1Vfb67SlWka8FumVRLnWTs1xm7zg2e9q7sbAOAg4lnSh2kaRhnY1g0Lb3d2isMPZ7Mdzg843IsGmDlBlI/GDP0Sxp8rM8L9k1yyfNpc2NRa4Rp+hhnH3P3rtfzsuF0d8VrW1xnrOVLjd5hfbDadh6mzzFgY6XdeW+YiswXKXUsU8PdVvDRmvFhS3hm4BmMRzPCZAl6pNBFxt4HdF+TJetBL+aO77R96UHMaWFg69h6xsbsLoENUpN+ZGQG05K12HNHRwG9yNcVSRA4Dd6Y0HW2LEUePGm4GBYprcCxEttcwkMSH7iQrxRWZeQnS2luoGYNv4Bh9CbppQHPRMgbJtzg33Jr6c89ISXG6Xw9CG2B5BGsRFXh+G7p15gTRnhoWAWwdp5hUWV8PhULKBDrN/vux4UjdpDlEEFE8S41duEvs9GreHHtbTKz9M3xb8OXZJoljVP3Y9Ri18HuSTEBYUh1mSfOYNxGysd7vMSIjgdjZX4b8Vzjd3NP7hthGqYxfiqQ4G0OYndhE2CXKuzauko8v8w79lrwfBGB/Glhp4TnnVD2jHMn3PUZH7WCb6YNz1Sxs2h74sQ0s2hlbGvEeIsNz0h4wIQTZUwstgQzy3JnQtXG0m9pbVL2nUkaQo5UkY4zu2Tx3hMP9+kuIsOUO3Z1MhUbfWEq5pv06aai1EzsoshOA1jFNGvSMWU+GQBGZ+jG2HvCnDtKkeDgeRedUSEAibFXwqXTATxYyeucGJuWjUc/DxPs2kiw6qikn61svbAI94lxSozZWOdOnkrKAM7GJDFp36qhRTHgEosUti4R9dTFkCKTvLYxeWp9U9Bk1VJZjzFDdIN3c8Myi5hXqhzVOr8cU+2m3SiBgZ7m6ixw3UX0WqaG1kLQ4OmXht4yLs8nTYOnQ7o8Wjr0RkDL4JzQU0dBleekdAfkyYCKMcEp2DHq6wTIXJMMoCRQ6RoM6bgsHUQCTloS8X6eGqblCdOy+7OdkpR2MxPYxL4agK7Pi3vqlCJ6oBRsGozVt81AkBcpBO0NM/kcZ+81Btdcg/d9QkoFvTek7RiszaXhPIsPzaUmPLaM92A1u2Rc9bk3OxKzEhhNSeiQOv1O25cexDAP1A+MEupOUDDTcc8Fz9QcwJgOZldqvAZwc7t1SL+lxAmoCbjKTb8/ablpMrOxodMYwimxgTaNRFyk46J+OxnPKootoVzYKMCxMGo+Nx0HcgQVsX+QHCMfTJyG620HpaMOw7smdyudvqEqDYwYMwIcvy+wJ2DyMkOOEYCKZgVsHJs6WqTkHW2dIh3XzB9OFbHaJGJOoC9SXHp8ERhYz6WoVwIk8hGfCPgEu14Xnyxi36S6Z9EXlap6peaVEW2XiTGjjRRFAHIxzQhIqWaZV2dqivZNYv3fgElV6/LYgFDYBPncep39eAH4fSdi5N7BnAWEpyQeM2n4yQDD4nzKUu0zbwlzS8g1AX3GNxPwgcZU1CEVR6ZwMlCTWfjlKzXs1LFw9i7YOxgzJyz6md3GVZdyUIBQWPsrNWGHTHDrDRtbEqNITX8MwW/UoAHm4jyrBmKepCrmsiV/Xdg3G98ACGrtPspPj5VPun89ppwBIklL1EoqJJb3nLQIwEw3L2xzFfDE4sfzYCkcvRZWXm32De4Zwzesif5eGXhq5G1OgEHvG+CwY5jB2PrxPXKofOj11Fh6a4k+inAmado5Qd7zvkkXY9uKHutEwF3pOM89+IvYXDUeS0ltytiPbuTCPIqHjBhpLnLP63GOsNeIWACKjXdlcBatBLSg8tYvynslOdt21MRY+tlSu4DMjca+GJDxuS/MfykDHSIvMLHvVDZkNb0cbE7yhrOilytgap7Suj6eUWvG/ZtnvPnkEdO8uVBZmk7awBjXFcYwUkbmjlZvGCQ+su8GePZ9OhQzxOKRlDrWdcK2F3lmSke+ZrQ1I3XCPTIqxI/tyh2NVHPK4gJdlVz4vWpkvvQgplaAdOKZQT5pblrElUFelQQIgFk4eVrJcnVxs1QSgzFprv4KcTBNLYE2AJi8J40tbD0nj3wttWMdRbkTmIanywthaRl0KABMaX/BWogVdahwAQ7AwXK2QEjbhL+/1mzR88d81BNEpoVeYU+iD83BQMq+L3zeX8cRwPk5hAXHu6/q9TH9hn02dqs2IGQOlzm3g+9K6kPLIP1LkjIi+hU3rJNFJBLlNFh/JItOLMVkD7V9NueGPFWhhYuIDHsdRl0FFZXEm8dyz0SMbA3cWrwmDWWu/hozIXVGbx27uqK6V8SenSpmJkyTaGnW6yLl1VdpWVByw8Ob51FOnzraOuH5shzKZB2gsZn2SaXPtieYD++SGB/1hCsXSPPHihUNhRI2dOxo6GDMqpFZtbTSKpk6ATt1TJywUMaJM+5Z2BlrEGfalpmEbyCrN0Z3I0WzKjAAY3S/d342TZOu+DIGFGBpSqTkjruFnanpXSqNLH1Uw/NgDSANJMXFoOvvprdh1cjMkzSi/VAJT82odAEeZ4LrgWaIpu8zHZgm0N0wPGLMSFOqxkYBwgmEmY4aF9ssdWRpJnMP39h8QWTtyx2YE5xpYQwwZUwRdF/PDKxqmrYrVLWrJMUQ7CyaH0cnzAnheRFridQF8O27aDEmHh2vodfGe6itwKbtPU6q5wMk2Jjn3X2TsjJwuVQUbY1g5nUpDa1L3QpYRa8pBHY2jigNL6xD6pxf6tlYmTXio1s4AGdLWid/n32PMCOmV1GgnTqKMk8AcP1wh+vzSfQy9xec3zxJN24FRrsaC4JCYMk4BKSWLjeTTnEObofjsM0LU3oHT0MzKftJ4HnME7VJR+s33HFqhEtLuHQp75c+bEIQSJ9Cdibm92J0B/wfAMTsPTmImQDcIeGqU24CY+H0osmjeMOIuGj/gnr1wskX8Abxm6EOYWTkHU67281uPWFRszoAob/Ry2g/im4tcx17bkTmxh5+Aw1xs3zroTmZRaM4plPioPW0jHmQBIYiDmxfYJUBMg2B/z2KW8NrfLM/AwIH8HOTavNj2AHOI3qwBz7ux97v2hdlYSIDE705cu6i/QiMj53XLTsW9TaWepJrNqqESmleQm2N4Nhy0Ew+eViX732dhmNvHj5A3c8rD1CTGIm7L5IAocz7EG/vjFbT4bi3bca2yaT2+HjGpgvAm4eLl3YCMkYlfTSjtoTTUg8pydakFwsAXLeCtUovFuvw3MBYmGBLZyf2vHclaR55Ym2qSAJgJmQFOE0mN6WbVzSslF0zA06+iJ5ZJv2+Wwl0RgLj7tQHK2PgV7Uy0cCrGp0PSfdak7zWCZlZmQEZD/sugHdK3dkWe81SxiV396Ox65hNKK7bVQ0sl8KYIaLVcxYWZCkdz3vGpqkZMQ2UR7eD8f9j739DtdvO8nD0uscYc87nWet9997J1u6dtGlNfyS0jcIRWwQt2OK/D7UtCA2tBaWVEsg5bVNjtda2VNFI8iEGSqsInkYUtR9KoX4QjB+OUFIQQ1tQOAqtx4MeYzTuvH/Wep5nzjHGfT7c9zXGmM/7Ju6ck0M5u52wWGs9f+bf8eca133d1/0UtY1VJqiGu4SzErCxXZP2zMkVgocadsJKbqszNqt2czFt+7KNH0/VFm5HcX2TdvO9CGOGVlilczIvPAdjhQQ3EDwUCyFltbBgyoJl6s8qhh6GA7qVAVOGs/eB6KL7vKW28FMVLEu3cmBI10L4XipAtBeuFaPp26Ix1P1CTixETTNKABhBC1mjNm4jDONJByQh2Wdr7okIIXUxuTHxNj7XHFoGVIuUx2rgYujLFvKyMPByvGA+rFiOFyy357YwK1VaCYNaIuCslIGV7nXFsbNkY7RMZ7f6GORteXAcF+maS56/qiAN47k9I0VdBCIJejF93gazNbmTgnvZ+8GwBAkJgte7veFBTC5Wkn6tPSZ7wyJizqRAgTxA5IKKyQHM827m816zNEdF9tj96h304oX+UoxGhUa1iTR06pQsAXAFSDiJh97RgC4o5eevV36kOPn3CB5GBsVeGJiaAfnX1mh90vYV/XieY5y10bdDTJVMRiXFO9CtHBTy1teIY4r0mEnFbRT9sr5PEzC7/sPYkjBM/GEHZFRNhEttzJgFxv32ji3tXEZh4PXKhAwNAU1EZ8P6oANfjSeUbe9aKkWhauwJV07TnBtl3mP7AII0jdCYzt1M6kJtGRq8Djow93tiBT3bMxRt5Sr4s64JW46mg1AD0ZxcmHFVasBUCm5m62f3OeBUjDE5wrI+LGTrzx9AQfAVec9euiFrI1YNO/ggtoKgQLFKxYaKgoSXNeFPLApAcc7mmKvZxKw3swGDykA70NrwLtVVrC6TqmBzHdK6SWNX5iEt2ip+OzuhgpwtbHRz2JfWaP1Kxb1ofIISCnitajZgLqdbiU3rwnObInUv9sKqBg42MIzkYwCBt0oriAp4CvXAjFQFHnt7TCq7wnoNoKBnPZHBEXSGhyLME6x694SePZaABqIqjDUK/j7HyQUBL8BMP4OzVUmM0Vrm6v3CJviC4MUlaVq4Z0KZ8k8wM7mYvd177McmJlHYB7o4t20D6ypBUbfU+uD1+MNjMERUSwepqr0A6hgO25dH6ceih1Vwu4meuVTaolPCmH2KXdaiBGNqw8sFh3Vq4eYGjHxsENEW2io19cWSO4sz9Ay46NnHgdU9v8Z7Sm3feH2cJ6inC85Cx5BQavUisgmnHPC4An8gGXdSmkSDTCLQmb3PLt54/vaGBzF3hciux4wDSGfRxlswITSNTER4bhhp3AoUi3fiMdMpYjCy8kGPugmmp4lEyDYKrrrLbC83nxFUgRIsRlp7PgQn2BZicbEu8Cyrwt/XoCNEdaFbDw8ws4bAql3roMnoqdjDuXDf1VN7S48Rt841AJj9dXbgwN8MryHYYEo24hknXhWUnBpbU3UoBuhq+rF+EY9hgCuYjf+YsTWc4zihc1lq32cIKaHk6MXjdHe/luBmg5n5NdRFpVb35JpdqjngclqsQrWoi20nTE53c+U1uT8Qr5+DzvWzO58OWC/TDsCw2KfVx5KmQSg1eHV3syZXFTy9X7CVXvE9BOC8TrtVsmX6VByWgm0LSOeEck6Wduv9yxYMCRMCLr44uJeMkxQsGhCE4vmABzo1nxhSzBtq069xO2jApy/OGsHEvoCgqkIdLCyeFj6yIwTWBBjNIFDUsLzIYFYnOK+9ICqt1wHTeizD6t9YKm2UP9vntklrk0XFBbZUBWnbV3QEoWqMkkCRVRq7cXIBpIoxLToM81m66R21flU5MdixzlK9hIo2TZJlGxG8aPsf6LqV1j7hIa5hHD3BrjlBnpmEBBbGEog5lgfF5HobAC27bTQprGSPqkLFQm5n1oGbCnIZGPXBSE+oNfPFTIi1Ma5kslMqrU6aiPa0a3Tm1JXPtghYNmQXxltouLTxigsFjhW1RPN0Et7VYbwNFPB2PxjAmBUJFXHaj4niobpdKRSCFlSrPO7tsGdpKuK8tSxJ21+wRiAKVQuRx+SZVK6dI+NMZsasO+YWYqaHDO8pYEzjaCMRnjPX8DoYTtq2iPtLxKMi5iHjpnabVISBMbS7J62fX0XdPuf2hgcxEd0Mqrb/rev2GyaOCru53ecKI8H3wRi9DQPSVi/AnratXhWa1HwuBTlGpKlgvcytvgd9Y5KXradBXKrS0m57eGnYSDMO7MpIizJkoUDTdIxpw2Qxsjdom4Dt+POyGmOxs4zeMzDjimW3GsJ+JTOGi/i/pWFeZQDVACtZQFbGwc5VraimOdiSeSx4UTjVCo0dtBTXn/C6AEA2+umUZ4rAAdit2BqjsfX7w23z8AxXfNNkWiWCkRC0Aa313BkYGTRR12E1AFgvs01+87bzDZKQ/J4YMzOG6WiMZQOTdHdeFaA6gzJ1Nq/6eyxvwf08uVuw5oibZcP9ZcLdeUL0auZ2jsALtyuC1Jaqriq4W6N7fwBJObhY+GSC2RFMCEjOclYoqlpMfEPGhtB9ZTSYOFTo/KvIqHgsFZdYcV9nPNSIGda2Z3i/9npGa4mYgmJJshPb9srWvvINihh8kmS7rNJs2mPs11xhWg5V+Oe9zTfWEUMbcjCmZDN933CDwGALnTlYhhWN306eyZNhQkc6irOFKKw8SpG+kmW9KYINY1Rc7OvnuIm6F4+6fqa34drOlkLhEXozxGRsC32z9o7AIyDyfgF1VgY+NvbPp6jmu6MGVuiwbB+214DQShmIl95gkclt6/3U7Cs6Y8HfZINLjtg4BlHDsXkYn/quKihqV5wmG0fTnKGXIfEAfeElKi00VKsgr5MtfIZxefRpIvgJoRobVAUh0hrCvhtYRsaF5crruRrrVQFtXjbadDv2nrTXQ1ATM6GPs8kzseaDVw5fE/I6IbvwuRSrPWVauL5P2i1YiLyHsLUaoEyxttp5/A7rM122iFMWY/FgoWQVRVLZeRVdt6kiiuHfz7m94UHMEhUTjKJVtQ61Yp9izZRPxpT/KPtjGQaAMPxvg4dtFlIKwAWodTL1fXNCTGaV7Q8+XiaL5TqYIUUnoi2NtzJ7ZFdHxDurrwT2E3wPB9nn/XxjfSYkMq7gicw5weacWvl3hnOuadaRpifQAjprww7eQEfrmD2+SoGeiDaflVoDYi0QCW1V9Uw4jNfgWhemIAIuUq0V0V1qed0iZn/OAmqJtuQeQzfAtp/UeG3cD79PVX8oEfO0+bX4Cil2cMZUd2bBiNjKurrQeNTpVF8pqac5h01bMc+5rsghXd3zDv6KC/PsmUWEYANX8XMhdbytxmJZxlRGaILiiONhw0FtCptyxTxb9khrI54pYeEmG+Se3KdWi2ysrlx9AqaI1HxLQqu/VESxqYGU0RzvIgUF2hhSwMJFosAjWXEfMx7qhAc14aQRDzTg1hcWnMhLAc4lYtpsok1RMQUDNXOyrJDmrhsUs/RQ6RaCa15YowkAdGjDdv0hKErtq1IyNo0lFQUE2JhdojYnFgd7NAzL1VKtVQ1EzAJcVBxIdGsI/uZWWhADO2CiUE/R7qtdFV6vNuDBZ8PCksvAwjBUxGcJmJ6BjI6i63DIvhjgsWNf/LcxKJZGHsSeixXHtPBdFG1FPKdYzXPGGa1MN+3GhlbMoXqIr4d+c7FwvaiihtDGkSKdmY2+MDPtm5mFarJ+k6aMWix7hqHsNOdnvJqoQ2lgw8FJqRGX09LYm3FxQS+ayIWq+720siieTBCiAU1KCCB9/AacsRkWnUDPxhq3UU5gC9w+RtAdfPJyMiFUyDqj1oDlsOLmeEGtwfRwmQ69gjVbynTxtl/UaoQxHDpFxTzVJmw3V19b2JyqtP5dRJvWtJKZ8/OmROLz3d7wIGaKilRhtJyhFmw+2J1RcZHSaC3mqn8usx1mLx0QvBJv7/RciRTAUyVtcMIG1Bqhk61zYqiQENsKpMd5A1JMHu4wPxlb/QtCTrvQx8iMcGLmxjTuMVbc9DQlNE1KW4UMoi2GbUa2RRVIDg7iMNnyPR5DVSyUxHMbB9XG4FhhyL0JX4WqOVSOQCM6jUsmgtQoYMPw9XVTtGuUcqd2w5V3Tt5Sr8xajEqt94fu4xN7BehxRVVybMDFKsXG5l1xOFxcADp1z5Upo1zcj2LaGjPCFVyMFdkH1uYAHFg4z/2HckQVbcfcNgOVPSzYV1vcdiUVFO1ekvEaY9gWDuttJMWCwzKsvo7e3sTShG0SQHMBDX4tl+GY3KbGTgrEdS0ZwI3GHYCJELtGVWzeZjYvwrrBXICzmNtvktD0aq/JikdxxaQBL+qMV+qMB87gJPgELkBhVk8W1BCwFuC0mgg4RfUSINTJ2H1YpoLjrC0TisUjgzhoCf05ivS0bqZOi2BXV6mq7UMcwFS1BVaAZ6Z4M76J6jWe7NjHIviMBjzVLuoNQKPk1e/RhIBZQ9MacUJgVlfxSaT1AZhpH8cv9lSy1gSdBCTMVFpR0Ws/o4XT6fibYOGo2fdIadFmcRLMotiq+ewsqZ/Plu1ZqWfwbJu0sBMdmbUCKvtFTKkBcGamRjMzzFtq41utFMinXQ0xVrWOvnBkGNuEtdrCSBIN9JQttRBORf9MAysC83S5AOt5QR7ARfAQlVbLRkqw8ygZkOAsuyhUqjWQaulyDC2N1g+1ZUKa1nA9z40Vauc96PvY38dxkuN+CBWYgFLKzl/mpTdHrJ5kwJDTuiZc1hkhVNyfFrz2+ID7S8SlCB5tAesGlHPXvo0O0Cb2rjg74L7IWKL02dBRdbbq9W7/PwExv/M7v4Pv/u7vxs///M/jdDrhne98J378x38cX/EVXwEAUFV83/d9H37sx34Mr732Gr7yK78S//pf/2u8613vavu4XC74zu/8TvzMz/wMTqcTvvZrvxb/5t/8G/yJP/EnPq9zGZGs+M8RgqrRaiapDaCGc6QJi643GSjYCIFcAR/ecqvLJIhqdV+CikV5CmDUumByinqF1Rcp1ei34CuMKWUcDiu0CjZMvrLeIJIGc7s9iGGacIwFVbrepIGXXejBgEuMVseD9TiMOnT1/1CyoMWBoTvKVHUvltyFlBzx0/LeXu9+HPtOZUxFFss0yDn2kMgQRjMgs88U6toGhlNsdTyGuWwlJMM5j34itKM3kCDuPglcr64ZsulMRAd+CtUD5mlzy/oMjYL7u2O7xs31Fbw/Vrm6oJSAlMyzgs+hG+Yp4mJp0bUYK2biu6mJFlPqDp4MR2rpAE/ExMFjejy1Sqq5ZV5liS1+wEHfzqGnLQfvRFV7mYhti9iGgm9VbLKewUnQmE/LmomInmGzwVafSWxFbwsJ64sKsgq24k8ICF57aZUKKJr4N8DsEH5PTjhLwRfVGW/WhBufWChubW2t9grTAsVcgMUzBN/84gUpFnzmyaF9nuVDkigKzSy9fMQ6ZJvsxhlBCw+pMxDcAmwtFfwzBTZRT1HxUOrQlq39zQG4LYLiYbmKilW6YSdgzuI8BFNVRaxjsS5chNlLjFCTp0wW5ehhDBrTmWDXGOo8hLHGFbOFAyyhgXeV1zmWRlD1ytuVDspWM2qsrUSH31ys0vIlm209AMyT4DDnNh5cLmZhoRfLSAJsMlurZfokLdBAr6geWo3J0qwtswlIJaCm6CnWbkKpFNUzHFTaj7WhsSijZ+DVzp6HWLF52vM0b5gWY2gleJg6jgtRgJmjqrBsV465DlzI1lhGkbPBW8R2mbGdZ6yXaWfoNyYb2H3lGDiMubWHpAFjb9KkiOmMWgKON6c2FvWxx+aK+ekNgihuzhNOa8LdOeLJFnDSXlCZrGFF9zOy9mJ93ZpC//t5/7/e7QsOYl577TV89Vd/Nf7yX/7L+Pmf/3n8sT/2x/Df//t/x0svvdQ+86EPfQgf/vCH8dGPfhTvfOc78QM/8AP4+q//evz6r/86Hj58CAB43/veh5/7uZ/Dz/7sz+Lll1/G+9//fnzTN30TPvGJT+xo+j9q27xD0NcgYxD4KjCJFaez8NLz43A2kDrr4gOBionvSM0qehfm6mWrgqkC0UemJSimTTFFW9HFaANs1S6YTKmiTIJtsII+LBfkqRfxArAL2bBzTtOGmkxoGLU889lR08JGzgbaSr/7vq636gJjRjDH8NB1aIeMyPN8Z8ikxNjLGTTqvWmBFLWY3qQyHbIMtt/SjepG80CAYaNnQ06W7aAQFx/j2UsERZyqPTV4BCwEF2PGhIhluZwvaQ9u1q7cH/fP3xIU87RPBa01NH+L7q3jImmpiNlWmax9NC/rzsiLjM7uOO0Z2X5CrJiw7YTO1DyV4CEnp8wtnDjjdJ5a+DPRct0B6f0ltSrEUczoTKvX0oHFvicVnwwBQUBWRXRAIg42zFjSNoZ3WazVmABFQvDU7R46oct2heLTcsY5FqAcUTThoBbeij6pc3UI2LkFn7QZ6nlyNyPFipzHgdTcnckGtL5TDeCMIQ+mA1upAYJ2tGJ3NLIjSwMY61KrhZXG8gQiluFIALbAAM+daAu1jYxxcLYloIe0IbaYGsPf1+mrCmPMHgS7H2uVJtzlyhkAVgdDSYOFoAaAX/2ZJQAzwqBDlAZmGEoSKA7D8F094y46qN2qhbbXInhSqLMxsXZVYz2NDet9bV1Ty7YDgOwOy+LMmYj1+20z/VrJXdhv5xAQS/+/UO9SoglwY/AMom5/EYKFvSSoiYC36ONpd8KO9J5pejYfq/z2t7HTWRULK1lavwhaeQMadjYn6mp9eXKrDgkVl9OCy2lB3o5tTOVCA8BOV3fNpjP1nCUN6mhd4SAm5oLLeUHebCydpoLLllqR08VD5UWlDa29btdoxqgtjBRaX2Zj3AOa/2mamA9+8IN429vehn/7b/9te+1LvuRL2t+qio985CP43u/9XnzzN38zAOAnfuIn8Morr+Cnf/qn8Z73vAePHj3Cj//4j+Mnf/In8XVf93UAgJ/6qZ/C2972NvziL/4ivvEbv/F1n0/2gYOUqHU4deGZQdGLrzKD7kNJZF+4igGooTHdTGDIRA0cJd+n1VaRRskyW+C+CGYPMwFAzIopSyt0xiJ2qlPTGsRQcVlTYwVY9Cw2DwQLC7RYfQlgpeQxhMQQ0Rh+YgMvtLAevjOGl4w2B3RNPc0O+/2QCeJWS9it+pgyeQ18xnOKsbTz4M+2Tch5TJfsHgWdMn42lDF23uw1Qljzw1bjIwjZl6bPbYW9ByFjhkq7dy40jFFxukSv7NonO36naZKG616WrVWbDdKLffbBxr0t4JbqJbYVmaqZ1gHANG9+TmgM2vUz5PscVLmqul6t1RqQYsGmEaLawOZ5nZC2aKxEMmr/skXkbCGTEHxVXk2syhThYB79ENgK3xM3PQTR9WecXJl+XVUtG8P70uSp2UBn2OvwXdN+mK/Mp8IFuQIvasQRVsIgckz0ZxFh8fyFE5dSzBvas7a2AJRGN8ZW10fVqy+ngmlgunrhR23hpc31AXafXS/nbNIsZiRXVTBHM/xjVeusVnPoAqPkV5gwEkLG17K67B4Mfc3BA7Wyrf3CWBOGkAIse+hWrD8z/buZ6XlIr8ImiqMyI6yvrFt7djCz+XlGyK6WU7ZVnrVlBZJ4mQe1Z5NhqeirtxWWQ2CoiyGm+3NCihHLnFs/A3ropIEW0d3f16U8ag2osaCm0CwXRBSBLKeHmtgv6Oc1msBxMSJi1gnr2cwmz6cFVjG+B95C7EaRTHgwg1N7oCIu0vXQtYj3m2Gcbu7jbsoZvUQD2RcRxXqecbo/4nzqbtyA+041htrPyecQ02K6UGm4Z2SbarVEhct59tp9Nj4uU25OwuUk7dm1Yzqr1LzUhOaxDDn54t692jYHzZ8vG/MFBzH/8T/+R3zjN34j/sbf+Bv4pV/6JfzxP/7H8d73vhd/7+/9PQDAb/7mb+KTn/wkvuEbvqF9Z1kWfM3XfA0+/vGP4z3veQ8+8YlPYNu23Wfe+ta34ku/9Evx8Y9//Lkg5nK54HK5tP8fP35sF+goUUE3SgDOrEwq+EPpKv/JsyMIXiaVlgWQhwbhQxSSmjV69IFyhnkqTLAy5FYjxIqbxaHxsHotCSVO/ms2nQydflOkrb0dNMaCaSrmQBm8vsiUW0ME9pPYNXBpglHtSvrRmwWwSf/ZcI+0z9Uygpw+mVPsOAp/RzX/+Lnx90505se3VQza4EC2gJlV4/db2uPAUl2zH5zkxy3EaoApWWn5kA1ApIiWqVO8hlKpXfjMZ0N1Po91WUN7dv2+YTi3rnMgaFqmGcfD1oCpiIUSQ3y2yvm2Tt08DXaObQCpvejkeH8aGHIKvQwDOSv6kgECbFWJaoPbPCk2STjIBW9+CZZyvQXkYiJK7iclbWGoiF7p2Y14LawqwLlY31BnVyJMrwHx85FegZmal4Lu4vm8rTbQQ0BjE+kT2bCFiqIHvFQTZhiTIXAQ5YsarQLkgDma0dwyFy8jIDhdrEovJ0rWPypVWur5ugXMU8Wc6j5kpRgWJBHbAOzW2tlgwO0YioWcsnZAYlfDa7JFF7NskgrOnLwdyF3fJ+pUmD0J9HY7Abh1xiSgAyCFaVcEzFiSJsye/dw2KLKDG55t9HHS0qS1HZ/eMRHdi2byY8wOLO2+GEtDs8QgXlvJgeelhUID6lmwzFZOYJl7iRXAMsmqmK6r5IAatI2T1DOJGLLL2cpyxFyGBUNF0jxkNvZ7Gpur715Xxr8BmBO2h5EOx4vVZfL2U4sA4n5gDCFpr5PGsi5M3WZInOVSeByOJapicUmx9GloxhGnFkqiM/f5vNgC0QELNX7dwbgg5WSFhFthYh7P7tN6sYKZ2zrtIgQE7NR0jaaLBLqjm7tZmwRUFDyoqYGYbQQwMNuAndfOH7F9wUHM//gf/wM/8iM/gu/4ju/AP/2n/xS//Mu/jH/wD/4BlmXBt37rt+KTn/wkAOCVV17Zfe+VV17Bb/3WbwEAPvnJT2KeZ7zpTW965jP8/vX2Qz/0Q/i+7/u+Z16foiIqWkeJAGYfd6mYNhdRaR4xQM864iBBZ0ELLdlGLwvAvCu4iqQ7JmuRpEDBYHf3BJjeqZ754Q3U45ScsFLsdUXoWiniqYWxh1e0CmaPDY/o/bowodGpcVcUkHVEOLE1P4XYO+kYY7W49AhE9uBhpDNHP5jr4mL8ngEvjwmLQierMJwlQcLWYs+lRK8H5PtOARO2HZC5plF53amtqhS1WgZYTaHHfVP3UpmA5udiKvvQdCH0ukihoorpFGKomMXCQ6qC1x4fcX+moy8gIleptj3/Y3o6ezl7ryFzVUcmxYLDYR3Sm23g2FYTKtZi5nWrcxwMLwHwdP3sZnrSRNKj7mYEqx3w9CydS7ZCow9vzyhFcL7MTfRL0JZSD7uRyNwVS1SGEuz9cXziZImBZh5FqNcZCxXm6RJVMHlPzC5stTpnFRepeCobiijOmPGiWpVsM2njnTcGdYZpU1K1OktB7L4vs5UroN7HnGTtmgGrCwMYALnPsWU80eZgy9GyOLhYuLqOPDAWBYLkIRRgTDlFc8BdpeIsFWcU3Evu45LT7hU+vijFp9qKVO4YUf8d0SsJkyU5w+rA3UmvLBwheKjRyrNA22qaG831qu+PmUpMkGBL30CZvzQvrTg0mdW1Mgw5AcBtgPNz9gpDT+dLwGUNWHPE7KHvaYpYfCFXojTJATMPqT0pJaLmXg4GGMLsYetWDIi+oBuYHs/sa/1rYHDPpwOePr5FrQGH49nbRo+bSagItUJTQKhlJ8ZtN6F9uDOjdi7oxWPHMTnTbqEvVHle09RZoPN5wb1nTnGbJ3MSp7jfEg/qbhFUigl818vcPKaY0LBt9pOL4LIG3OXQKqMXoOlhGLokR3PQgEnNbgH+PvUzzYUae2bxj9q+4CCm1oo//+f/PD7wgQ8AAL78y78cv/Zrv4Yf+ZEfwbd+67e2z8lVEQmrJ/K5T/1zfeZ7vud78B3f8R3t/8ePH+Ntb3vbM5+LAOCU7uSrCHof2IDai1CN7Es7h+EWt7g0xXPq1LU484KeQnntVUEA0+8HnSANyCwp70ACgQUbHtDpQPrJUFMxhmPsvvVMCiJ/CrYIhKi7GI81mr4BrlnxjjCmW4/nec2KANj7JzSg0dE+sBdGJhfGig86zJ6iwRzTiMNWrbhirC1j57MVo+QETbFxCRGqtaUyk22aKqu60m4+QiQ5WxAGMOEivWF1NPmziVHxO7/3EGsJTe9g127fK8OEVjzMcLcan6cw4P3wuLWqvsVDPLx/ANqKaMsJp/NkdX6OF2DuITI+h1IiNHd343bsEo0ergFTyp6xUXaDIY8zTxvi0QbQe12gFTgsGbiklo1jTIULVqtPPNrNH8fKywq0QW7UaDAbaQQv8XpIU1vRTU5D9wHRXk9acRLggoJHYQUqWvh4UWbr+PGL4CYoYhEPX4X2nPh7GzJNTqsZ6SEZ2zInNFfjNXe4sGXBJQes1Wz9ge6+C9jv7D/qIehxtGFI594prZMUPBWrQ+UsfZMQ1DZm0e+Kt6lPIRy3yMw8RnXjvL6PMxRPvWDtQQMOGnwhB9xLaRoHJjTYnm0MnYdjB1gWk8BSxGf/LFkzwH1wFE0/tSnHZOsfHSgZ6KH/kK34bUo8XyxMl5JpZGrpBo5MZACY4lytLzs7UwYQT9Gv6c16OCUO6dKt6Y3MwsDE3N8dcTotOB4vziA7GAoR26rNi6qWAgm9Cv3zxs8Qu35mXJiFtC/VUmtoIn5bnKYdc81xL0Vj7y8Xwf1pxvkyATji9rjicFhtzEpL8+EBejJDybaw4/hIdvqyJVy2iMsacSlWdsTadPd7GQGMDm0HkMbU8GomNc3pJrUxka93+4KDmLe85S34c3/uz+1e+7N/9s/i3//7fw8AePXVVwEY2/KWt7ylfeZTn/pUY2deffVVrOuK1157bcfGfOpTn8JXfdVXPfe4y7JgWZZnXt+KddTsDYUCXw5iloppYaRpYF4qgOrZS8C+026e8skbvcFWVhVGgS4aEMUq35KBuU7hZGr1tQ6lxVoFSDG3ThkcwKSmk0ALI40sxGilP2pFRmBDXQgpRX63WfjX8FyQQk+CMUX7edqWcRK83p7H3jxvkBjZHIIYMjvrNjULbqZDZ69IG+NVzPo593ZczQAR3Yu9NFDT3YMnxGwapPNlggyMFrPJRkEvYBP+zSEj301W1BPGStBfYaTv+fdxKjgstvqfkjEy1Vmgp3cHxFixzBmn84TLatWpj14pfdsizhdLG79RC6mm2Gny0Ql53EQU87K2c28ZWsPq83i84HC4NCbn9taA07rGxsiUKruqzLm6Dk09NRnwQa77jHD1tcGKQLKsgABYWHNpGMqoTQs+WUftWrXNJ/qJ99+XJWcpOCEjioUZjhpRYB419lnzoFmr4IFa+YGw2YQ5N08nNPYtBm1OwJct4ryFJtwlYONzZeg6+zU35hfmoHuS4inRaGZ2Z2eRCAbom1Pb/artXowbsyMrFJt0QXWGRRyMqfGxTTrtz0mElL+ZkIXGtpyl+nhnDMyN14pjqjwnj8nD84OXdANLFPgmUP80LGhgwE60p3RT+MxNFShiIaWiaKH5UqVleEkGogRcouK4FJwvydyko7YU61i72yytFIIv/JDRnH53IZ1tX6LgeWMiYAkIVrlZseWEsBGg9HHIxl3WdIu7axxdnrmgjKk0J/Keoi2WYq4e+tXOmLAW0vOc20f5AFn/u9OE3/v0DZb5gGUqltHlrL8dk+H8rgssNVi/LxY6P10i7reAS7VnT0NEhpGqqDvjG+N4q7EBlOoAntlLI5EbhzHy9WxfcBDz1V/91fj1X//13Wu/8Ru/gT/1p/4UAODtb387Xn31VXzsYx/Dl3/5lwMA1nXFL/3SL+GDH/wgAOArvuIrME0TPvaxj+Hd7343AOB3f/d38au/+qv40Ic+9Hmdz2dq70AKghfXyECbpoWbortjVphfRYAgqGBGxIrSHSDbd7oQ7insIRwrMEUxAVtbifcYbYyKZd7M8E5sZTCK0fZGbKX9zRABgAZmxtLv194AowZmBBm1BgRUyODVQFFp6xjDd8caPrUGSOngZRS57aujhivAgHa++yKMo0BYdvsdw0elxB4O8cyqrZqmhaEm05dkpKmDs+t9M5x1XRtpPMfxnPk7pYqc7fqXZcPDB/fNNKrpdnLE6bR0a3vYQBuCMTKiPd5LRmZJFS+9sGKZcst8YtiI4cd1ja3w4tN70tpo9biSi0vP5xnTZOUACEpGoErh9Gg5zudKypjgELD9k63JW8S6TdhyxHlNWLfQwiVFTZCatU9Tm2LnPpvRY+acCKtYH8vODEw+sQu6BTlgDEv7W2UwqlRjZNDDwhHAC2qJx3ey4SwFSYPpMnwSYJq3udgCZw24LSZG3QBwVJ2AXYo0Ac2qMqQiK1b0ccUG5opNrP6TGdT1hU/TsQwzWXMwhu5EywHSQjv2v5+H36vc4ELXCPXPSgM21KoUv3fw8541YBG0yWSCYBmYEDIqN87M2PekCYQD9kJfclaH4Ux4j+yctJ0XC1zy+9Qt6dCGCGyyn3tWtCrYDF3BWSm2wcNCHZOfUyy4FBPs0nHWmGYWuoy79GNqaIC+GOA2av5yiTifzSjucLhgWbY+4Rf3rAqeoLD2WkTGqOdWcHa9zM+M22SI5nnD4fZsLMsmTVhMfQsXnHFxN+MLEGPENG+NXRrPvbHqbvT46acTFBOS2EJqmsxwkPNUC8urseWXLWLdAnK1WmlrtTAkmUWWx6BwH+ihJF8yNjZWvB3NCK39FNWhp7++7QsOYv7RP/pH+Kqv+ip84AMfwLvf/W788i//Mn7sx34MP/ZjPwbAwkjve9/78IEPfADveMc78I53vAMf+MAHcHNzg2/5lm8BALz44ov49m//drz//e/Hyy+/jDe/+c34zu/8TnzZl31Zy1Z6vRvdeQk0Ln6T2XGq+ELca7hw651SfGAMOKM8U/Gam3li2EC8QnFfA2L2DATXe6gKgtSd7mGetyYeHKlNE4PtG/befv4KaathXPs7NgCzc4cdTO0Aa9TbOjU253oj2LFt2/mN9BDUoJ4vfb87wHP1t4jutBvPO/Z1xtHoIjzqC1ii4FInxMvUVlhkrK5ZqXbtQ8bWCHbG/aqaTuLiOhCLB9t+rJ5LdEdhX6m7Od/pPGPLsblb9vuJVmAwiulrqhp7cb5YTN98g0xEGoQp3+Jgobb00rUEpFXx4MYyhQoEpUY8WiNiUBzmjMOScXtzxrJsjR7uYCa0UBEHwstlcsPFinm28Ny2RVzWCdtm7rxbNj3CVk3ky7V1EN2xL4CxL2QiLrAsQEUXqdJtVgEsGrHADCSroFViboMbdPc61DJa4AxOe25iIsFFA2404aHMuKDg5DqSAxQLIiZnKiBm+rbBam8xm4YD7R04sPpzU2pVCu6k7K6DHjcUugJowITX0M4TevUZ28ZrpmB5XFRVfy1CcKOWzMzFFo+TfLyy22T7vkhFUsFFsNMeVUTA9UKzBqho8yrZYOwVwUWAGYSqA5jRd6bz0r1vThgnLOw+Ea4Wlgw5jVwhhcmjRggedrKMHtc4eno4Q03bJghifXue+lhyWSecLr5w8PAzRerPKyQJ2MIlxdIWd8GtBnKJuL8/oBTBYdlQcsTZNYXNyXkIvZNR4f+TLy4YJs9bHw+5mDwwNLWRAQ+QYJ/LkhCnzjpfj5cpFdSaMTNry499Vw7YtojVxydmwFUAT3JCPFsyzBwskjCGVnMVXIq0Pr46u0oygJuoQJ3FY1uqsLmY0Y4VuiMDri0D/qeGk/7CX/gL+A//4T/ge77ne/D93//9ePvb346PfOQj+Nt/+2+3z3zXd30XTqcT3vve9zazu1/4hV9oHjEA8MM//MNIKeHd7353M7v76Ec/+nl5xABoKZaANfAEo+GKU7sba7eoAhKworQVU6O+xK3RPwuAEfSV4yaKOxQcVDBXMf+BUJDScyg+sgERuzAHV86jvgXYU5OosKEk9O8xQwUYG/X+nEfmhCt1VdmJ2Hh+3Cf/TzU39sdetyFmBCP9p++nmfANoOH6O/x7R706A8RijiN7QoA1Cl6zi84a6Bviyrt7EPYAcbxm7m8EX5tXnZ6mghsfWAyIBZx1AZ1/aV/eBi0orOp0BzAULzIEAVjI8+6UcFi6vT+PPU2+GvKBrFTBPGlLMc05ILnIFBVeLVkQZcIcK970cGphJ279GhlelAbY2na3oKrpQdaN7a9reqh5AWxSudSATQ24bN7qKF49w0zXzlLaZMeV2gJBrNIz/DS0Jsuz4cKDr9uA2BkOpgwvGpBhhVknFWxiTEOWigsKLlLwFIKjJBw07lgfY22MsVl8vJjUWNyTh3E4aWeYb8qjsD1TY21CMB8X0VbKLHm4miyLaE8KGPVAhAcczNVDaPw+70eAQAV4jG2Xfv5QJysE6IBvdUiwOFNVARwQoWpA7zlrBwBAdhHxYbgXGO45n409E9kBDZ4fV9xM5eY1sZ4S0yQsGxQtIWIsccAxmMCmoo/JG9xMFMbs8rNRgBUB9SKIDm5yDo3hZP+j2RtTxIN4CPPqptQacNapTeTUmrG/TMkAzVhfyFj2FRedd2PQuChkVuk4/o0mdcY8Zzx9covD8dxYG/tcxXy4oHBMwKBZ2RJWr+W0bROyj10SzNLByqEopvOEOSUcNysncMoBpyo4q0kvYgUkx+atxLvSxix0PzSaIVZvEwTb40y9wkLGIwlAQD6OCbW1qdcPY0T180lm+v+f7fHjx3jxxRfxf8H/FTNu2oqPHY5xYTI1rTYJLEbP+PP4AJN28dH1TRPAB0UbeF6sEQ8Q8EAEL6SKm6V61d+uh5mnjHnOJqqcGIusu6wjYK8juY7R7s5hYGgYHhnDPM063zOTshelZOccRZ3Xkzt9WmavojyaOY0bJ/RxP6PPwj5lkOcN0L59vy/bx7ZOVrDMAUreYltB8XPXbA4ZEIZjqFthrHe8f6P+hgwMBbkGQOy7tzdnM3m6TLuBi9834Gn7fO3RDe5OyVNyZSfm5V9xuA9Lqnhwk7HMg7eEU7rrllqc/7JFnC8Rawl4eMxNY0UG57zaoMRihdEHLR5rDFUydKkqeHyf2jm2MIAOWUXDa+2++++tCi7Dqmx1xpP2BOMqjWCl3Qs1r4xJBcdhKmwpyN4/k/crDpaPJRu7gM6gsm+buDdglYp7ydhg2UoZtTGvM2KjuycNDSgAXX+zuLCV2VIVFrraHBSN2Yk9ZH0FmF0Pcj1iXKvFyG7QuK+1AVvP+t/umaOh6YbGum/8vImejY2hTmjz808QXGDj20Fju0bun1qcqOIVyPv/plvS9hwtI0maAaH4sx3LGPDe2DVrK0Wh6EwL6zb1ZVGfBDlWXwMlDN/n31GAWbS1WZZvELH+xb4/6hJpY0FRKy0UAOzsFHbPrkgLP1m4CQ1gsM+GUHFYtlbGhP1uW403WJatMUFmfFp2IfYQrPiuiCU6cBxvf0sfP7dtat8pOTZ3XS7+qIEk0Fm9Ovj5MvnYMuF0SThvAY/XgMe6LzWB4fkQVHbxLppmCuj9mf3f5tS6Yx3ZfkbnXhaEhB/nhHv83+r/GY8ePcILL7yAz7W94WsnHZ0uVuxFvRG9SisAj43L7obQxTc4PbwJk/2e3dQ/T9Fhcwb2levZXSQ1Ok7drOTAyIYYeImIpdOOaco9G2cALdfisvY6uj8LWwUbMNNHR2pUqtUCyhqRJk7KPIb9pr5CirleWgkEA0at4Q0hs/EHQANNPP/RbfN5At/n/Z1LxLYmZN/XmPVDwPL8kNDe4I+gxAaC0EDOeD/tHkn7Xcqgi5m6sSCZix3lulla9ksvnHBYEp7ez6bg99VgDLoTit4ejVE5rwl3J/sBsKvnY9dvVX1H07Qnp4Q5VtwcyhDDr8BsoC0EoBT7u6VA+xbNynXHPo0AhStWoK9Wi0p7DQC22nUKG4wxWR20ZLHQ6qwRD9DFp0DXb3A7aGgeS1GAsxr1bCtv65cLuo6iAC4SFJzFmNPVNSUHRMxK4zy/VgiOSDgho3rjJktRjUZFUDTjODIbF2c8aCyXUTH5iv0kniGoto9Z9yCohXYQkNHDLazIXQU4anI9QF+9rugBFZ5P8e9MHiS6SEFVxREJD3TCRQoWFVykYHOAQnZjkmCJBr6v7GPa5Boh64pmorf5fQhq4KRPPDSdY1kIY8Uo+oWwRhOfqzTXXmA/cY3hJQzvW5LFvo2w9AGzocaQ1PU+ONZao/YUcs9CEihyjViipcnLZKESClRjUOQQ2vjVWJOhDzyzoKwGgjLijtVhVe4E05iJWFV1sr/sp8buJq/11vVqTLYAbPFGxpeaxLx153ayNqrANOWeUbl2E0tV2S0qeXwb//fsEu/p5M+186Z70N0BM3aLfzM4FFygONNVWijd6KCHtbw4fYnvh39HDZ9XMcg3PIgJ0sVh0RF68EEXsP/ZebjKOMBU+CfJgDIGT+M7ho+ejdsxhp3FSNJNFSt6tc8tW5ikToI5FZzOJpKMsbbU3CllqD8VdbowJtNajMXPRlDQGqB0Ye2osu/v7yfr8Xep5lwJdI0E2ZPRZI2fT1NprAr9TxjuGYW0Y6z2GkBdh5HGoobUBPG9ZVl34Ci0MM2+sY+DEK+lhU/c6ZLeLTGYxTyLGo4DVa2wshB+DAoC13VqrNVoKng+z023JMUE2su84njYkHPAhU6gQTGmaZMhiVFRdcZlDS2jTdUyO2xw6s6/KVltmHULOG2xhZj6Co3gEe04QF9Z2rWO98zZMO3eHcdB8N3t8/3z4CrX/lMIZu1hBMDs6R/ANCYRHeidwfi3rdoPMMdaWhJEAWI1Z+uAXscH6Ct2DrQLBEFN08EwDyc8Vn8OztTMGgBxIEP6WnD1t7c/rgr9XlB0mxCgPkDze9lDVgRYDBvx/R1YQhffMjMpt6MCm4ey2753n+0pzNS4KDIyjG0KYiExYniOVVEVJykoyI2l4f52BmPeDo+IiCo4OxN9W2Pzf4FS1CuNxaowADMyLHydYyuvu7Un/12ufnftkIfMhn3Bz3NkX4AOlALghoH2v8qozxIEVdORQbFdzJzyuBTLrGuLkW6DMYbDR11bSi54rQG5wNx+gyKqIqQhk7OaNu4i025s4/g06mWyMzdpKgieHNDGdg/Fq3ZfsHYfh8UT91dKNwbtn+OiywBPrQGXdTSto+2G9ekbmAxjU8FTByhj22vfk64ttQiFYvOQMRcR4+fH/jEK0K/n0ZX6rufzBc9sb3gQA5hQiV3H4tEWT52GjsKbztXHBEFG2MW8r9HhtcjXDHvQDKA2KLIqthpwrgG3VXGTKpL22h91i8AWUSaLr5YiiC64nFLGupnj6PP0KuMEfs3M1BqAutfR7Cbpq7o+tQZsDIlcKfI/W5inA4L2TuN8A3oWAFMXR6YDQPN0oZaHdZBEbD/j+aWUcTg4ENooyIuotV9THKy9rbPS5C22Qen6Oko15ky1IkYCH3+v2H3JvoI6nScs84YXX7i3c4cd7+7pEfcnS+9n7N28Vywl3s7NgKrpmULLXjpfUhtElwEY0sSrePbVGAazQpc9ZX8tAafcmZQ5OH3uVPj4jMZBmmZ09pwsfVXg6dAMv0kH7OxFVZkqrs3TgytnhVnNv4CAmUxZm1jdwRdWbDA69R8FzUsGQBM8B7EBSnw8Y39lyuasPrW39mm/N2c6BJ5KLREVFhKZJOCCYoOo3xiGlw5uq68CnJBxktqYljFqSvdaC085m6GdeQHg5nC1hbAAC0dnsd/As2LGLIqM2gZ4q0dkLErhvpxVyjBDuuzZkxmKgoIoBo4SgqcuKyYEHJ25WqXiTrKHBXTHkCXPEmltxBdkgi7WBjpAMW+PffiHdXIINMdw0Ji9BezDQ+NkJ+iC5hHMkJmxfTs7M4Jx9Il9070ug3Wr1gqv8QVMTdNi/ifd1dcZ9NrDwHRc1w2oMTadW0p2RbYIED8nJlWw/IYAQ9jexjX+DsNCb92F32OouxvzvAUbMI4LPUOSofd2f93fJZeIy8UWzyJqpnWZFhbArYOnrZhWLVTBBsEdevYRnxfBC00TDXdYujTb7PhsrsHL+P/I1sWBxX892xsexETh6tIKNtJwq3cEo794y5pNsrDGiK2yRoEa9TLP24qvKLPaBP0U1Y8ZEIogSkDMFsoo1WqrMKRR1YTAqoJl3qA62UAxNP4RAIwbwcrzGI5xY9yUbrT8bhOXDdlPrdaOPGv4RIpzfw7cF6wsvFOo2za1ka6tGK5SylEB5awFIAV32I21F7mMBcuyIkXrpNTGWNzXwiY0Q6RYdTw3wAaXFM0zol4NAvb9ziKNK5eqZqZFo6zZARdXPVuOrRSBBBs0LiVhlS40rgNLxbIBp7U7+5aW3SW4rCYmvBbRElCMrMjoxxIAnDKAHBurMou24ozBQ2q5hLbvrH1/2UFJ2Teb5gEy+d89dNK1DjfS0yqn0PvU5KExXkdRYPHXttI9ZcyO3lkI7XH4ID0UnGET04q9IJArwlUq6LwdYOBE1ETFAJqmhVqSWQOOSC7atf59QTEw4feAoCOLthAQADzBiltNSAi4w2bmmFpxRMKkwcS1V2MFWZB9CnVBla5vaWwNomUMDWDHMjsMDlCXUobvARWBQmBPJzdemFqZgHvJuEdGEd2xNwBwlg7SmBFGUJTAsE7PSkroYaWeZWRA5gxtLM71qnxMteU2ghvx7xE4d1amX/dYNoFthOnYgAFPFbJ3w/gFa2/rJm5BYK9Pzj6O4ST4AiBFc9VmaHdkgu3HPFVavSa/QWOoKQyp2yxlsmW0bECOE1tOqLVC3Sqh5Njctp/LpA/6Rxp0jkxMIbhxIGNifXPbpbM0AEyhtgKclT+wPv8Q5iw9akkJFBPQ9Gw+zOICxZ0UPPF21p/xUB/tipWZNOBWbRnw5BkF1Gff3vAgpipwcRS+KcsN9NXD5kOh3diusL52GDTDKXvaSeUZr5jrTaFNEFg8VlrVLK+LRqTNnXxdeGmVcAMyLL2W1P+UIuYSscwr5nnoiIPB2ij4raGbMV2zM/QM4OTMxs/Y7bVwuIUmnsMC0SSKQGZfAJJMjdPzxQWzGEFCD2OFuI/ximjzfLmuTwKgOe9SjGeribRjfkYwQgBYMbJRBF17ZovvU/BMzYjWDtBKDsPg5YDEPwOg1TSqKsBw/PMlteOQieO50HsB6JN91WHw1h7CEbh7KfZgI8DSTVsxQn/vqdr+tgIcttQmBYZ5xvPgavfee8C1k+zJf8/oq+6jCKagnnYpreRG8DTNZfZU0iH7qRS7P3aqgjlU3AhXvxYaiKLN7ZbXB/QV/gqrfnz2qY5pxpMzCl2abyGhe8lN7xIgWBCxuKU+V4oU7S7OqXBiTRCc1KS7NNjLojhpxi0mLIhIyvTt4EErEyyOxwMsU2Px8xAFFok4aUaWihmxfWdBxIaK1ZmjfZaStHvSq0XHFiJKY2gJikeyOrgSnFGa/xUN8AIEmzpU4joOQFEbLbNYGzYGzLSDySe10s6JbNzoGyMtE5TnMmpj+jXs/w5Du7seaePwOcE+C6axesNrhkUGRgU+L5SAWBVSOH4BAYoU0ZzWRxYzBmPQGdrlZn3ZS7gEIAZAS2dlUzRwAMQmKmZfiEGRo7bx5ugOuqqCy2XaZUOlqbSxhUxNG499LKrD4q24iLfX/QpQX8AYu9wzJzfXGZKxYjXqa/DpvBIWiFdW78+EYJWMbNSEWQN+P6yoUnYsDIAWoqVx5Y2n85dnnvjn3t7wIIZOvc8DMCNN2YRHQ5zPqGQWNSNtbqZafBzPu90KW7VV9cFqWDW3VbQAKSim1FfmpBhLZYqw1VUChgl/CA+NqvlWTbb21cRYs4gInGEkFjmkIyM1H1tO5ougrJ/UjfjGNMERJHTgU3eTojEV0lLGKWxj+IIdbls7iArNm8CMmsaK1Twmw040/VsOsqNRxxofrEht5n7YMTC8b+O1jQBjVx+KKyt+JkcUGDW7ssp43LM5TRDbGK9upHXNbCUXGpZihl2XMk5Vg8BweNbV6XyBNoBD9iWgAx1qwCKkgZPWfnWvXeB2cJp49Orgs6W+jJPHbaqNaZlgwPw496rsQWDMphRc1ohlLhAJyBk4TBYO46QQaTzo+57FGFTT0gxM1HANrJZrvzmd6sDIuF4ErOdjHGuCudNeWipydN1IfE62UX+dK0hqYe5cYUfNCRmVaQjWEFSoGHPC9OkFEUEFWQIOfnwO9mSEqvTMSLIigIGhgGczowoqLlBMEnrISA3InTzVnQqWkc637K/aalEBgLKYG2yShVtSJJXm+0H2baxKnn1/dGjmfeA5sr1dAxgy5NwHQ0rS3pf2/Jtwm2MfDFxQFH4rPVQWx/6GvkCg1YF4WysQoABSu2Yt+Rh92Yy1OG+2aFlSRZLagIkBdUEu9r2t9KKhAJ4LgGJkRpMD3DU2HzFg0Cf6ONzG3M20OSwoS7YFQGOILbW8F/2txUpj0Memna8vmqkn2qrsSoRYm7J7znt7zZPwteLPTWALnQLBAdGF47pjG4Heh2814aFGFGjTY73e7Q0PYszZEQ2UAP2B0EW0+E2PMArRKFQvYGfr9wZkxtQyYKTV95NAUNkNYoBNDMdgosnk1P64kdoLAU0zkUtALILN6/dMc26TMRkNEbTYLWvsUPcCDPToYHZHBkPV/E/4HaYCtvTCOvrKiFl8h32FZf7QK6XXMLKBj5be9JgZQ1kdwO1DZqyGzAk/aWlhLm4jC0WgFGJFjQHA5plM0s7rsqaW1td1PYPmyZmdOOhPNNgqaYw/lxrw9O6IdU1NM9PDeXDqdjiGaHuepJHHtEz7DCsmU/9Skatre/xZhEBg5aFHF2yMrMxau0fHrh+AwkjZeXFYheEOUqYroCJQ97XpLBDPd4ra+kmtRrkfJrMS4HfsHltbNxre9yPANKkJq50NYJFMAXVsfl+c/Vh90rXhvqdbc2M5gcYMiHu2wAbP8tzhd2AH/JiLBs+cUN8vhbUuhJWe5hycAXqC1QS/qlikszichLMvfpKDFPpRnZAxI2JCwAOddqUFmsBXzWNjVivJMGtonjssJ7A5NBqFwQkm4p0QBlDSw0EMRTEDjNjeRJW1MT9ZgKrVsjoloPgdptiXol7aVRiY6W2FoR8+F06G5kEyAhS0ayfk4fnM/krxcVhhIQtL7xbM0uHm5G08Sm9H3AhYRsBPxpJgQ6LhtubOvHmIBRwDbH6wUKix2iNIquilRrYiSCGA4vj1SmfDOntTtAUqQf6c6s5FOMWCg1fVYdIBxbk1hhY+tzIotngbx63qTCjHU5YJWUto10+tW9aueVH0Rf6oScLwvqCDlzPMYygAOLrgPqrJKDI6G8PfSQUHjXjgQncutpje/3q2NzyIEbCBjRVs4dVdZbcuHQ2lmBZJ900aalX/TkP46FT0NZDZYB1/loipChb0TtU6RXG9QLFCZsvc6y0RYVvc1ldZOUDjWIEVLTQEAJvGNmlwI2BhejK1FztVeugZOXZ+gnzFGFDDUpziJKXJyse78JXPLmSB2j6CNraIW1tJaBfG9RCPrxjwrIkdsGdoADRABQxZXQwrDXWEAGdlGjNEJuZZL57rkNblMu3u33XYzj6/BzLtPVGMnjFt4BR3HbWGiWVWTE73FnfvvTnYCq3UgMtmg2fONhDZBdnqOooJaBXS6PPcrrlncOxYM6ANqFEsfZrgSNp7BlSOPsiSFl+3gDhbFWfqjTZnwFL0YpQBCKrtHGKoPsgOQtLa9T3U5lhBQDv2QQVnn/YsLt9dgAG0ej4Bli4MWB9UoPm8sGFS6wagCXoZYlkQUVWRREB9Ca3/yWpMCG3SjCpIEjBrbPu8oGB1l9yE0DIuZvekOSK5jsnCRRWKKGFgU2jr7+VOtCAiYNFo7JozIARKE6LvK/ukb+dyL9nADAx0kbGpkJa6HRqM4ILMHnpB8QK5waz+IY1dJkgxc7JR3CtNP2j3nxb0nXGJYCYo6+p4W8VVaKgxPMAs1m7jMFYXKO6hgAasyuPCQ13e1r0PMBxLJo/t0C/V+h5f9xMtkCaiZ80zZhNWD7sEB92r9hAwABQNfSFRuoaoAo2JEZHGLt3CShTMsZrbt7PuZDNrcfM+Cm+3Xk+Otguqgsu6T2KwEL1rX9TGnzWHxsC0z/kzGEdmMisjaLH7Ms6AaILfe6l4EpyVVGmGieOztP3avUwquNWEg4bWlpOfx/Ui7HNtb3gQA3SRkuqehgS4iiAj4x3Rliu7NGzAGuwkAdAe9+XqbVw5RUhz960ARCvuRfBYTdxrg7K01eocjX4fM0i6k+R+UqX3iX1uMLfjJJWDedt4WGbMSAIMLFm6r+5Zm0pNCp5JN+axag0Io8tkRqs2TaO8MSyjPpM0A7mBGQIM0MRQmvcBmRh2zmvxMkAQ5wUAh4KGrRyDdLfi8Rq0CuY52wDhhSwDADxjGNhB3hgus7pJBH2hPRt7xn1o7GmPCgluX+YsRQdhvJ9xd56AZyg5zUsKn344m2dT3B5XHA/S4twUFK45tNj6tkkL0xR1p2rYSjz4AAw8G66qSj2K/R/Fwp5LqpgnAylME6+enpqS4max3sKCmBr7vSg1IKg2YAPAwXnXfm21r1azWl0iA192PqrWH4MDmLGiMjUhScWFvcNkDPN0uThQ4AQP39cFpQEeAM3ZF4CHhnQ32TcNiYdVGIoawzKsD3SjfXilmVeFei2n8fO+KoWxChk0pbN9H90EgqEsGt5lITWPti+ei90LbccmaKMgOCG4WJs1m0bNQtfesJRCVdOUMQUb6HWVitg+J7UFXmmLQ+ok9s+DmaAdsD1/MTmGkeYB/I8aGwAObLEDCpZ+T1Dk39PO7kUfe9dqbS0KcGhidAM+PUNpkA1c6c2aAzDQwHdjdtDZimsQp/Diw84WbdXOt9Zg/W22dpaLLe4mDzdLld24JMxy9QUndS+jsNhAkQx9Vlz70vkuCut57nk4d26j3oWSiw2Wwr+J4iKlPcUiiqfIyM5WFhigZ+LLohEHDc2PiG2KYc7r8Pbn2v6XADFAp8KD9odjqzmgolORo7C3rS60W3kD8MFEAHSPB6APZGRmKFzapOIMwaeRUTTitjJzAriJuqMiAUfqQlGpTwLFjfAGMZeIekHB/v8oOG1i3dABkRUitA5qaXZ7XQgZn1HrMjIg16xDLYJtaEZ7jQx22UWAh1oGZqbkHlracgcztQaI7jUyQBcSN4+WIT37WrXPv8lShVAxpT65Anim8KOGihS7buZaIN0AmU++o0C3sWIqDhLzMyyOierMIGtKNpldp0E390/RBpBMawOc14SUqsfMTVdCD5/ooNBWiwlVPcMMBg562QA/jnaw0q4flp5d1CafGIwdPB6yUeyxZ2HEVDHPxSuKw0WHBvg4iJrmCoAAU6qom1fBdTq7QnC3BaxVcPS2F0Uxi036Wc0r5uwTF7OSWAF7uhrsxowdYyhM5Es/l8UnYYqAuUIctShMc56aY21/j1lMHIhnhKZRYZ+npT8H5gqFukleVKZeewhIepi7Ow/bSpdhpwtMw3JxQa5cgQRuI5BqXht+7UGrsyI+JmGvFyI4Ep9weA8CV8jifULg32Moz/a5aPD71MNVrc7VwBh1wfV+Qfm8KavrlzqTSI3P6FAs/vqF1wvgAuAO5iZ8o4JZ7Chz0Cb+vSuWOsyaTEsRPHBQUWUfpm3MoL/Pid9sBpw9UIZC7fz3xqk9ZMbFKzP4+H9nPKwqvExwAz17f3NPKADN30YEmFNp4zjHraB9oVEdjOUsDYyW2hnPrbFH/Tw5R1b0kO1Y/kF94X+SsnO4Z+SC7WeTar5Lou6/pM7W7TPWVqnN7ZdC39e7veFBDGmyqp0mjbCBMfgEQWTJSOzY0eCfsJUG48iccGyiVf/u6PALsQZgwKmzNHdSkVVxRBiMoASl2Eg/OZ9KDUXNlvVitGZpIq8QKtAm0p6uTIHXmGk0GtWFULHMucVMT+cJ8yAkoxCWq3/SkTEKdAAKdo5mglcKsK1pZ74nHhJjvuNYjqAMIRweg9/j+xaKKO38x8KX10CK+9gxQYPNNvfN608g0Kgtffp550PhcfXwDQEYgYr5rIwgpguPj4cV82TsxFgl+3SemxYJgGVmVW37bRlUV9eXEhkMwd1pwmEJPsD1z5F6VhUsU8HRSxhwwDM6ugNagicAWJ2dYgo6w1sEvA2MoMfqx2q/15tW7O5VqVYB97KGvqJ2B+MktuLnJMArorbnDMXJ+w8HuwvUa+0oLmKOs2Vg7ljpOqggiTETE0w8W6BNxFvRSwoQLBzNZcXuKQIe1DhMtqOtv3i4BQ1UGXgAoD0z5yIFx9oDJVlZ6qTiKTZc+8WsXhLgoLHdDNPphAaS6PwLALdNCtu3kTnKqANroziopZ5z3GIKd7/Kfb0njmRVLNxwj4wIwVGjA5HulbM5SyX+2qQ9m4zBnNGUkIDnOhTPjU6wUDS2fKyazXvQvWj8e/48zgDuVXDUgFsI0gDcTcdh+5shOMKz+wagD3SWAsBwHYAMd5DpyFb+oPsf2fetHVJfxn0WdRPUiiFFXGxHKVhMlyxSibisdOElQ+S6ySxYZgv8dF1jbKEwsqPs78Z2Ggu1KcEKWvo0N8VeW0cXX1Znv2eNMGBXQgDo4U46Q1+89iB9fwjTga5zYsHQcHXcP2p7w4OYIED0m7RpDykx1scfruDG9Op91VnsBjKjkxlG6p0wKHbiOhrf9QwlxT1jtAiYqkAzsElE8p7T4qAOUnTQqYRQkWpFSj7ZhdpU6pyM+VmbgIEaws51kmzC5rqKMRQzsigMq7T07SuNDM2V+JmgFKDWXRaVpSXHxmBc61DY0cYJmaxPil1EzOMw04nXyd/XGT9j6ILfbcJhNRO8GCrSAGZ2nwuK4unblsJtbAeBBq913Hjfp6F4J43/QrR6KmNV6ADFCw/PjUmqNeAzj49D+yUb01meXALuTnZNy1SaaHYEYawwHqM9l7F2En0rTOBH63UDJAwXiSgumzF1PAbEU88rQ2mhx+bVbALGkhLFMzPWLbSK3o3h8uu7FHO05qucFIozU4ruxGuh2S7AbZoJRfOBCTD7/aOnG9Ndl0Zu9G0R7SHgFdWZG4vRk2V5qMlFon2yZ9jEQjLM4KI7tyIrWRk75ydSMGnCUTuIYQZkVuChTFhR8FSy0fIe9lpRMEnYrUiZus3wV5Wu5wkEX9pFw9zIFBH43Es2cIfQrgkwQ7zN3cZHXxpuAsteopeM6Yc8tOofY5HMEdraeKvtb7t+awvJx2aCrjFll1de0MELqyBPEFyAXnjQf2fp7DhB0lksW2vVgPsquK2C26h4U1K8oMDjEjDBWPHG2MueHQpAM28E4ICbvkdiIVj00Iz3xA7IORY5mGE4qx+lV4Ev9rBQQ2hifoAsqofYpJvyqQKXNbZab1yA2mJU3MhP2vfXKg3ArMOzYl+7h9U6GutusT7S5jwh29fsxUUJZsiUcX+rGKtbhz47DTXJxlpqjHrI7s7/0dsbHsREUdj42zvJGO9jfntT1nMFhz55cCNK7ToYbrLr7MAVzeurwCLqGRa9Y1eNeFgED7jSLkBqoAVt4ihVMGtFiH2SME2I6VTIWmSgTYZUrDcTtWdW9zZx3Z9mTKng5ri2cEHOHdV3e327VqrguZG9IVtjIEMQeB21sy88d/4muOr76BPxqImpnKRDv74RXF0zAi0DqBnIOcN0lXZexnpUw/GS1zDJW7I6RKJYDhsOB1MS5K2nhROspKmg5IDHT2+QHSARnIhoC2st89bYjpSqpVXn7iFjAGFoPw66DIhoG5DU6WJ4iJBmegzJmXDW0uR7yEowx866GZvmADJUN/UyXU6pgvMlIkjAMnUH4Qbkqg2kaw6IWt37ol8vr4cAhgMwXVOLAqdqmSyLdFFnURPhT9p1aTO60RZBBGCT1o3H1hWWnhlUcJKCe7faP2pqqZ0BHQRtUluackDAjSbcaEKCuQGzNADTiA24eBYUTGy6BHWTMMF9MZ0JJ+LNgcotQpvgLETWbRy2NpAH3Lgp38VDSHfYWmmEGyRMPsZQ8HvQnpbdClTCMpE27QAuOGCDhJZCfS/ZCkDCrtnGQgEdfjd05+BrRqbVohPFprUV02T2mzg7Za7FnZ1q1hX+YynbXfcyhveADnQZNmTWEdtB9ufd7qU/15ElGzVTBYoTvAp5Edz683sh6jNh1e7LZKaBaXg9iDE21pbFQzmdmeFm4Eb3NZiGecLYGm37VUgrk6OwVGetXSzcS334/VFm9BnYqZvd05ZyLnvx7lrs6NQBjWGiDGM7PxMy7iU7W9ndoi8DkwcYMGaVd4UCfs+Pw/XvFv5knv1aJm+/QBfk06Twf/vEXG3FGzJjfxm9hDjQwcy1sU97wE5VA2gPkis4+jOMcWXuL6NPjkUUp+HRmBX66CwZkYrRmZsEyOb1cWL1dNRehVgrUCVAxIo30gUyNOaiNIakh258Qh/0HwZOPPXVV/eny4yDbm2130FMr53U2A0HByl1nYy55lrYJcaCULSdVxBFHoAVMLBFPsFOqbRVR6kBdZ1QPPupFSqrz+pf6KYroV8TtxgMvEk1EDFmK1GDM14X37u5OXfGho69o5anskKsswHxmsWy6rR0zhxZocs6NeM7bi2ENQ54Q7joedV0g1PfqMa8hGBsSLD5ClOozYBvZHT4DEw0CAAGTA5zZ9ACjIHZctwdk4ZfQWia2EOalzUgB3seU9KWWcWUcJ5HEFLKrlVQr5GkPU6eATz1hcUCCx9xEWHpxj3roTi9Lc6KbkP1aoE0FoQ+LtDaJubkk90NjC3hStA8XKygHRc6B9ikd3AgnIJljNHj5+YSsRXB2Z/BycXZD9CzU2wCNrCwAlZzx43kJg8XRV/0XKTgogWrmBgY6hW6IZjdZZjZkUHFWZoubD66sPiCbIUyhxDUigIIMGvEPYtZ+jgWVRC8VAOBxQhoMiogxmZlsQnw6KnfxmqjPYsRvGytj1mbC1CvccT/R82L9wHYuLwOTE6B4s4rapO740YAw99NhwJKRm3j79U9iZJ0FobvMRsqiZ3nqCEToLlgRx3BhQ41mwYdiYOUff5P36ip4cRvoaY96KEjsWl1pHndrNVM++DnVECxvODetXS8Dw00+bmtMLPIs1TcScG90KbR5rsIbaGicZ6b1PsaqmuuuhcTPWGAzqzw2crAvFx8nGHBZBUDQ+M8/Hq2NzyI2aq0BjJuBBukwJ6H/ghgRvGdfbc3BMBEhPx/FDWNlCwHAbZ1CuvOqHhNgKIRbyqCh+50Ok7E1BQQZdvk5mGSDKccWWCwC18DWQsee5ioAdc/uB/BukY8vZ9wvkTcHHIPZTmTM1rmj0CBKdDcr/1dUauZNlWfzHlOBDkA3DGSAAz+usWBqcvZtghcpgaW4gBqxi3EnnrdWBcHOwGABvFK2HHH2pANUt2DvhgnpBuz/eZEvm0RJ9ZIKoLzZTbBbTAfB2ZoVTe1mq56FxmkPQCz3ynW5vA5snrMTKCAlmI9AtsQjfVKLnhOyQAdQQ8Ft6uzLrPXillzxLaJF7QzSGHFIW0/62r36LjkBkIIhsfVIA28SrVVH0sZMBOE8XteEdmYe4Jg8cwQn8xWp7jvUTE3ENF9R1glW0QH4WzvdybwLI2VsAyfDmJ4bznZP9QJRzWflqiCGaFlTRxgC4vkk1USEz3fHHJbVJgWAVhQ8PD2gvNlwnk1cDtvASmHZgbI/nu/BVyq4KTAPfu3x84mTahi4ZFNa2OUTsh4LCtu1CpXU7OySm1i4wkBQXs1a4ZTjkiY1cNI6DqZFQWPZcWLujRvHHrN0M+mf96ut1fdVtcnod3PBRELLJ0bzmKRnYmw7KAqzEDBji1RKDZ/jgQgBB985nzOHK9tMpQ2Di9e/XgsRskK6Avbn7cGAwpDO3bQsLQUalv48n+mZ4/fUW8b1+7AwJ6Z4e9uysfAqX1uq2hSB7kCUmPleIKWcsXsjGxO83NSrxUFYNaeNMDMvxMUn5HSKs5f0MW5fDZ2vwzATZ4GnSBeKb2XDKCujJGMIJ0tNCJI2+K03W8o7t3F99bVWBVmqfDZod7ztzc8iGFNGW7sGK3EgL82eWfQ4fb1go+k0J6lyvjYTcjWUzFHBf24sVFEn+yjRJy1YoLgRVBcCdTgq7cBzIwOsJalZJMvCxgCoYt+AQ/NFMhgLAfoblXcBK+iCCHiskXcnaYmAuUxU6pY5q2Fe0Z9ybL0tOtRI8KJtGcSGbBJyYFGDijS47omVCPACqgueLVzL+2aYg2Y5w1jVW6ClpiKOWYMFvcMIxH8Bc8Q4r02ViY2EAMA65qwLD1kVNzxmMepwz0tLr4+n+du/z0aBqo0oe61EBi6z34aP0MGS0Tx4OYCYJ+hwM/mnFx8TY1L/373h3CR7JrMcbQawD/WiptDaZOy7RNeVVuAus/m4lbVUzdLBzjtu5wIKicHbXbm/O4xatMHTNInkdnfv0Ff1a8+aWafuG41tpAQW1tSA66blxY4ajIAI30REX3AvYgtOx4MACY5cFnUwMsMK1I5+cSWorYSCoeluKFf72siimkqmKeMBzVg3RKe3M+4qRXLVDDPpbGkT+5nPLpPKNkzRWDU+uzXUhpQM2CzaMQLMuMxVpycVTmoswvaJ/YVtYEPZmVZllDwmle9ojZFwzQBVAmtJhNTy4Gekt2euz8Hhn+CmFi2QlvGV/YJiiwXN/ptTeiCaABtFS4qbeXeF4gGlghigD5GywCCADTQy1T0FZQLdNabvCLvDctbjMzG5kxjr7tn2wje+2s2g6i3WwGBBQEKz7UDmBGUMLNpkq7TZFfbhj7FczZ2iDpO+25CD2PRB4qnugjvmR1rA3AHxR/Ihich7xbYgLOVDkArRqGuAdVJU4OIPcxo32NB1Ai2CTS2swifV7936mD0JHBTRrKg/1vYu9tG58iuh1EHLt17og4dYyKyuWJoSJUBFB3aP9kZG0UX+GbUFmMeGRn133zY4uZRs8fNS5U2CdF4jpqFlmFVFcqURwC1mh6Fxf3M9bUDmRFY1OrZUpWVlPuEN7vu4bxaFkmMFuKJQTGHagAkdudcrYIQFctiOhGt0lx5OyszhFJybO+xgOPd/QEQYFk2K3fQ9DdhV4mV+0ixICabLNKUd+8xdHUtQG4MVBULWcVq9ZxKwZYTLpeppT0TEF3WCfJUG5tlt70DrNHnpFZBGJ+HSmNVIB0IVh3Fxh7/Hga08XybTsUBzmceHxFDxWHJmFJpz4+gpdaILcNTu71dupaKbMlaAi6ZANaOlf39EAnO+nMLfu5j9hZt1K1EQr8nZBpGwCNionp+hmJGHptGfOPqNoniVgR31frqaZi8uDqfvB/eC+sE+fvqK0Vxo8mBrQFsQiRb80AnvKgTogoOHt9nH5zR9RJRrP5TiuohXmP8UiyYptJCuHyu82wqnvN5aSHb42HF4bAihorLZTLzsc3cXksR3CK0kIsCWFUxwVKGFx/YiypuJeGMgqeyNSEzPV8yKk4eFjoo75Rtm98nGuAtGrBowK2zVtG/P4Oame7TQv3gWG6Bm6vLfHILjSEhyxVhtAIZImNlDCzNEhqwZ+aUtY8+jVMETMAR0f1kLDuqC58nYMfAABb+k3aePeuFIMDExXtTveZYq6Z5YvimLciEQERbMsX1xn49alnalMJ7p51RmUPPzOP3FPalCuCsvP5+3/caq57C3p+L9cNRLiGwBcEjybj38CLnIwVFt9K4o3Y9HA/UXh8LqPK6xsW7PVNqsah5kSYALgRcvv/NWSACa4aKX+/2hgcx1LoAHcDwdcZZ2Riu46uGPplhZK9vMgpzPXSjpr6u6LbbBEYdQPXSBtPwkAJsEJ1hCDorECgWC3Z2XHnbBCCe9tonRsvkkUFmPvqy7LOORpaAugigszzHw4bDsuHR0wO2TRBCwJxyB1KudwHQ052rZd6E1LOcxvRm2v6P4t5aBGcvCf/iw3vMy9Y8cHIxn1SpXYuzyxyqgtWLWbKyK69Nd9cehhCYl0mIVhV2EqOvkTvjkbW7BucsOGNuoCrnnsFjxyIY68BF1QTBNHprFcGpM1GbFGwV37vemFLN1OZx20pA3ToAilGxemZZ2mVtWYgwBO0gCmjZQarwQo32+pIUN4ulYtciOOeptQVmMY1eEznH5jUxhjuDWP2jXAUpKHLtGRRj2xqdikcww2wOG5ydsUJ3Al2hODjAoAAfAM5S8VQ2vKgzmJ1ykdr8ViYNw6SGVtzRRLSm4TAGxNgBW8l3L5DZPZziEOId62mlWJAcyPQwp7bw4DIbuD/eXHA4npFSwfm04HyZGsCMbqgzVvLOKlgBbKrt/Iv/v0rAQ004S8UT2fBYVi9YGfFQp6EOVMDFwQvDOtWvM6GHjoJPWEyfnRB2QOVWUwvLbX5vmVnirRcAcBkK/EXtgCc5aJkctIgv4ArrS/iW/XnrENLgWEwAQ1aJ7wV0FmZ0L7b/+9n1tkV2YL/RzE5gYnKgi2jJYJApZNuk7oXhILI2413hPlr5DenvMaVa0H+42XcsfJm1MxP8jCVvdAuCDR3kjPvhdY9p6Y9R8URyK8fRQWBoAIagdIKgaC9LcYGFN7Xtu3v2jGwO70FtGhfT4xmg6YWUx60ClrLtbbGJ+V7H9oYHMUzP5KDIAWFUygNogyAfAbtKvIbQQKsUO7VPufhXRpC0BzPAoKURbfnzyTvl5j9CcyL1jr4FTKHuXHQtDbazBhZSCJDQPWGYBiyyn3DGyU1Vdu6OVQU1x5bptNWAWKvXvKktlBJaBlEXC1+HQ0bWhWGasVYQM4HMQdg8Zmo08DaWKqhX+2XWj6hCUw/djCGZ9rsKqnbfHGpk+COCtkI2kWts96inJAMxVgTXlKwrcFgy5iWbjuVuAY2mpmSr80QXXQdOzEoaRcTMJuJGwaxdswmDxxAOP59LwP0l4nwxo6ubQ/bwYsGWTVy7ePHFKRXMobsAcyPQGRmixv555hHDcWPYKEb77FbMz8jE2q4lSBXqNWZGAPO8lSqw99AoMC3MPEwCM6w/cCDefIHBdNkFFla68dX4GdWEsCgtXDsCmHZcCB7ohBd0wo33Qa7iFwGOQTE5aGG/C0ExRWqyeuo6WZjZmcjooIaWAg3QTAU3t/etbT54cIaqeXswxX1kt7ZqjFmbDJQMgWB1O/t7rXgBCS+FGXeS8VQ2bKgu/HU9k5dB4CNY0dOPxyKVdC7m1v2rtOlr6E8zmpVxowbJTPDgRXNljIQb+JFg2gr2TzLZ/je7QzPy8+9XSAMlm4edTDvBZ7pnOgRDVszwXrl6rQ7fh7+28vvqQMGLSE7OlgAdjIy/R9HtyNy0c5R+fgRGU9iHj0aQZL975hbnrfG8CVA2qDNle4kDQQ4djs9Q3IWC02BHoLA2MGvw9Ho7+kEjJgjuhOVztOnO7NjDIuaqPVxvFPYC3ZUaQMsEtrm4tnNfpaJex68/x/aGBzEn73xEjGNcdYzFcuP/vXaJ6zWcmrYVTO9U3FeF2XsTETybnogdWh3RK+uHWNqmYgqW+RCdIejiSwwDqR15pwvB3r23OcA2ZsKPN9jmU/tg4kybhJ7czThvPolVj/UOYZEWo20FH+3e7FKYB8aHAmGGGvi9dUvIJeB8mU1rs1lIiCBqV/9pAB+20i1N1zICqFHvUwZwYynf/R6qMxMhKOZlw7wmnL0mEu9pjBUPbs52z8qN17eqmOeMZV4xJYaVPFMmKqaUkUvEZU3IJVqdLk7onjVm+hvsNmNU6AaMNmmOoHOaqjNiaKmTl9XqapFRe/HB2gp6jnWyds9NAVTZ+ekxTFKq11UpzCQbWLCqzWArBk7ktflSpKFdAs681H1Wlfrxx7IGrI/EDAr1129V2gRLR9Z7X6lf1IDH2R1sVxQ8CqYZWRAREfFUrFjqaGwXnDLnoBpg4aODMF3airPOkzbwEoKlwndmreusWlbglBvjNk0ZmLf2fowV07KiZKvK/sILT3A4XJA3C2Wu27R7TqVEnC+pVZZn7ZvTJSIXwSkH3NSAkwIv1YDHiPhMiPjDcMHJp5kkfYVMZsQiFD2kRpjXK0/bvVx8QuOijvWWrmEhF2rXoIb7ShJQtTMyfXJm4cq+0XvLUsr5Yq+7BLXJanbQOmOfeTSGWhRdC8NjcjKPw2dDe73/PwIcHpv1xPq57rckaNlLfqpNwA6MYMf6wuoLVfFwJVkb9o3rTcSkkSOA6WU3pIFOmsZtYFmHcQHNrC572jduVEht2ToymLBaX2YXYCZ1Z+zLa1xvn22Og8Bd8vdZRwZ20dL/4+Bobdf32UHR9faGBzHVUai2m9xZGMZbIXvtS5A9KzNBGtCJ2ilvZhF0TIsmaOJmUZ5OrzYaTvprC9NFBUOjpqizp8SSWeERggDFM2vElxoNR6mAxQypExmvD3Bg4DoQaie2HHHyzJQ59isZWY5xlQkQHIUBrGjTszS/ErIMTU8SvSilpZSHM8XEFZjHGLQ+c3xVwebsTg6x6XDGrdRguh2VBpq2LLv9ipjDMkWZy5xb6jOzjMimRAcZph3adsdqwt8tIsboqdehpVe3c/br3bZoPjGhO+Fes1lr9mypK+EsQJbOPnu/RsSgeOl2w/Gw7e5Vvfpt98XuWzcP7OCGNVZKlZ2zLuCgOioOoaJWswAI0sG1hTX7OY5ameTAay02eF+qmYMdou4Gfv6mh0UEcCOAaMQZ7rHkC4pV1O0SbLJ9FCyscvTUY8CFmx4esVWk4gWd8KY64wAKYKXR8Ao0gMYQEcF7il38HF271byGShd8i6dLpyk3ABNduxVTxoMXn2I5TNi2CXlLyDm2tH+2pW2bUHLEvKzWl3LC5TLjdFpwOs84nSfcnRLu14hTEUSNmKuJgx+FDY88xJRRsSB1Qzo7QnP8BbpOpkJx9OmAehsKbMccG1sM7g3xxrDPaDVB4GTtYWS4sbOu4GRGJqZrX3oG04K9yeC40fBunEAJQq4xAVmJkSHn5wOwaw8Fpkcx0zdbXEYfk7mIEKCN04BrzAaQzs+046sx93Ogdma/UCOr89k2xd5Vt4MH1/j4nTs7kBk/s7tn0ueiUerAzLWLGJM3aTQAc3U913IJYL9w5+8IMWM87XEPZs2NxoicXxsh8NlvwTPbGx7E3CA8Q7Wp/1+0r0K4MijSHXsB18BctYFtaHgBvfPmYbVSB2A0Cp6AntJN5fYEaedIsddaAhI6G8PNwjcGWor/vwEtPMABmNtYTJKT7ViGgABmnECjhwkuOTRtjrEL2oTCY6aU5AikApU+2XJy3LbnhZUs3BKjne+Wbfg4HjZ7RjUAngGkw7mPjAaBWSkRsYaW+TFmKxFN0kumlGjibi/kSLO5FC3TZJk3nC+p3Q9jN24Rgmf5uO/Hoyc3TX9C511VQGvC+ZJMgxMVT++XZrZ3GT433vvWpnJ/r2Lvbjt6xIyrte4n05+tedMIRmBqYLI/L2szZmCnaiUHxtpNxQvEraUPqtlTqI9zfQbAWEkGtFIZ82SlKIJ2V1FW2i5q7XxVILqWYK0UVfYYP/VqBx/oHsKyeGadUFRxkopHknERM3W7w4bFywUUX7YeXc+xoSKreS6ZoNWydUzsahoYplBTnDxu1cOYwHUWl+xAfdM+0cjQGTHLmvPG6K9P2watASVH12l1bydmv6VUEKcMrQHrZcL5dMDjzzzEo8c3SGkBnszIl4ipGDNxowGxzkgiuLj+5+zeHy0F25ktOvxOaiDv7JoWeslEBGz+Oa72zaK/m+Dx8/yb4ypBD8GRpdraMxHpXjcD+YQivXYUt+xh94DgglwbWzmuzuio2UeZ4dz6ZN9DaF3HIc5+j+wA0MELf6v/VDeIm6UDFOrLxvZi6c7SwI61k96OGEay/3nEsa3t9xUF8Lx095Hxfrw7X21+QQQxVu6i4iy1OTgnZ4f42UkFWbB77jz86s/5FqkZKF5n247tgGDoOsykfo5Z1GrhtbnY3uG8zDZDpuz1K2L+FwAxEcBhoC5JySmsUdMFko6Bm9dCIlAJ2qk4rkZ6XZZ+HNJy6giY9ZOuH3xfvfB/M/15rAWbBhxUMFejKGe1mGyKiqo6TFrSLKYBuGW/rd75/3UHsuKAZDVCDzXV/WTHQoEhoGWyLBUeMknYvODgWNgwclV6FUJqoZwhDDSWMrCU7YondzO2HJAyDeIUqtFZCnMmZlkCThQER7lEpCjQqe9/tN3mOYpP7nx93ZIDlYopdZ+VaarI52T+Qgpsd8suFb3UgNOaMBZ/tImnh3RiUCTUVlUaMKEwQMaC54X2WjP50/2gxvetbfWNbSFFE+faMXo1a6BrWSYv+tWKxxVrgZcGMPt+Y6jQGHAMFUdYG1tLaMGALRvjEmMHLdxSNLO91UORuXZvGRkG/1lMwM5MELrccvDiwLc6+yKwxcg4QIqa5T0BzC0mLG6bPxZePCG30MjR6xExA4ljQVFLq0VQqAPV2YfXUqkzI/AtPRwRrdxHHMALWZqUKH7v/USc2YnThjRtxtT561qD+QANmXUhKsT72uFWsNyvbWFQSsTNwbQ0SQLmIkga8UQrAibEamPeXSj4/XDGE69ZTc3MjSYszsIECILKEELqjMnoKXMdShhD5Qn0Een1nXoIoYMLFsccucyktlrnWDmKu1fXaRSE5uxqrVdQ3ZoiDeM7nGnZvA31dGsdGJue6s0ranoM6O740vZq7eTiIJzhn3nQsjU7irAvCVC9nQusdIECrV7SCFq4QBmzm+jqG2D7GO/9GGHoi3G0KMMTya0QqD2DaBlGQjGxhQ4tZLTXRQVYe3giG5J2z6CHNaGIpdBfP/889FCyNdfbmHc0Zg+ScWNP+98FIIftgJ4qN6JXAM/QkgUUFAqy1l0dDm5NBT+M/IzjjjUlnscIUui7DQ/bqnwCnwmKi5cnP0Jw6yvpCFPMU2DG9NlQugPrDNMlWNpu13uwjkataJM7NTVAn+QpKATQKgvX2jsVU3Sb8FXcwbb00FEcBuvdPR1EugCaOdwoPqcWZ9sCYug1jCgaNhbFr/vqOLzenAO2nHA6Tzgsm2s2yq6QZYyKy5p8PwZqCM5qtQnmMG9Y14jsXirBkiqgrInTA/bt+mIT6UrTGFVFq9Z8LW6liy2A9gxHnxVu46DGPTCjIYpiioopMezR993YglSweG3AqkAMaKCK1xbE0uVHIXOKxtDkElCDGCPwHPaOLF+ICknq95hg0sC2pXADB09PfuChJWZ3ZBXMAwNzQrc/mIdV9WVYYW7QxtDRWp+DIZkFFldkqueMiAea8LJOjXofdRQFvvCAIlYg89gBCGKhWQu9DqFNz8qjSJ1FPlvbdEATIsXADmz8no/ZfLyvqvLM7Mmw6HYpCEGxLBvOl4JlNn+mOQfES0TdXKDZ0p2BqQqAA0TsXlloZnrG+4Ur7RnmjmxZXBEX5J12ga6sCYI7bM+wzNnDewZ+CpKzP4Cneuu+ArW9jvb/GN6gZ4ntV5GlYFGr8cSJTtBv1zhWMxy5gZlX3Y/GLPK9v6BXyh63qb3ff8vwvypwdnPHmSynUoj7rLkb0AW/9KGx7/i1O2jp+WjX2U5W2V1U8PgKwPTK7V0mMangzTphdTbm3kOELE/BZ86+MGnYla4YowVFOuNykYpFA24QG3BiH1SM6er7hRfTsyuk1WSyffZwJIkA6LMhw8+1veFBzBzUwzLdzKjCGiEbZs9QskYUoc7QCMLQjCicCuip18U77dg4RjTKv/m6DP+z025OtZ3d1GmFZSHMasZbuUjTykytczg1KHtmxSYHHyRErRSAT2ymrxhFvfCwjH33tEW3Sod/xibLrQj+4PFhl25K0DNNisOSG5gJopjn3ChxAwrRgUhoxQcLpIU/jnO2Oj2rsSNtf6ztU8Q9auozIaXRAyfFgsPS/sWWUxMJd1EwPE3cBtScA0IOCLHrHg5Lxv3Zz7l21gPobEZ7CtKBB/VLAFBDbPd+rMFFZmIM30QxZBKDYp7seu7P0UdlwVbRxN6HYMClFGNItovgUIF0zO066QJcVYBQXTs1UO+ecRP9vfZ6CzmNGWz2HsEPj2GMjDYvI5HuJCzCfqJYooUmc2FxUO7E2xe8LcDi+MyoeIyKA6zycAE8NGLlBoqY+F7EJrmj9KrTBDD8O+nADggN4YzAHgWh43iw+uRUPBw2FaBOBtp8Lmjt0GwGYgtvMiRUfQESoiLEYYWbhorsTWsFMJVHmZVHlq8EjGk+FBEv8+qsqaKeJqQQ8MUH60enbI7AmzpQqwkIB9zB6uJcUFppA6CvohsQFAZcbFH2UKcWhsqoOCIZSBHF7Kt0Y2uenblHFoahPn6KYEa0AxqOkXxmrc2hly6YYO1gHFGvgYyl8w4gZpAJjAJlZv4QFPW/jTVh1hG3Xaqz2s+mgoOLdGle1+sXOfOjvW4Rhe2Kzk5yoVKGtHoethnZwUC++v0YmSlex/WiuwI4OcgQQStVwfvBsYk6KIYc93oh7aFDsWf10Et0AMAfBk9UEd09bz4TegSNWUqj6aE6I0MtzLOQ8nNvb3gQE8UapOkK2Cg9HqvPZ0zYiIlSAUe5gp3joCFgc+q9judS1CR4vrCK7/cHrp3J0YAqFVkFioACM+ATYAdozAkVg9UzRck+4EqfiMbsB8De25pmxH7ui7TqwfTKmAZqtECQs3mBMGtqmcqQuuwhghwwTXuvGMBYlMpaQmHPZo0MDlOQY1SklL2mkrRSCsYq1fZZft8+v7WwWIRlelxrfgisxuO1AppeaHKaFE9PBIc2KI2sSQujtJWUNurY9oNmwd/ai2eczZOlY8/JDASLa4TmqRi4qoIYpva9rXgpBA9ZUT/Tw1loAOJ6U4/Dc1Ls98uATR6vpbUFaSndtXYgM14LSwzMqC2caeyOeDaPQooxGbEY5b6WgFqsD65VrO6MAEefLCjuOzkjcCcF0Ihb9JDBnRTMrmlJYJaFnaBVWO6D8YKEgtoEi49lBaJ7n6gVeUwAFt9fUMFRTXQMZ+qiDKC3Gvuowd2pZchUGop9lhxNB1PMcE+rgRmGCsNcEZKxKkJg7gxBn4RDa081R6g/3xgLUspYFgvIWEZcwYObXjZjXS2T6W6NiEVsMVQnPJaAz4jgsWzNkC6gs4I7sOHyXTLHLKWyOOyjkJZ6mudtJARzCy11oMnfTM+91lIwNFGkNFADAAVddBydORMwG6mnpW8DSO2pyV0wTKaG3+XWCj3CHHMDesJFEsXqLMpae2ZT8fH1GLRVur72UhpZlRYKbqDnCihpBy78fx2e0QyFIPgCQFsR0QwzDhT/u4hJG5KHChcNDgTpAxNwkoLVW92LOrm8obR6YywvMIIT8wQCjn7nyJpEZ9laxWq293ZvZSgL0QHM+Bluz5uXP9v2xgcxoQtzxxvTY749Ds9qni3spNJWQRy/e2qiAY/rukv71YOfA+myq446bjwPwOLA0AAIINpjvFaQzvcpe1O0brzkDefqvevrv96qWqeNAhxc5NiuQ9FKwjOEMKbydgv/XuBxy7EzMTW0ejK57JmJdnwPb4go5JLMNI6dwFmDUiLuzwnrGi012m3eu1MvWul5pjJf1tg0MRQ9WwmBIf2ak1K0CWdkHShuJQZqlPEIGII0M7lR2zIKcKOYbb2xNUCKxpQwYwnwqtJlMCD00MvsIM7uNdqxAGvfy2wth2BNpFetZkr0uOUspmnxhs77vtLnRYApAevWQ0Zr6WxfgLb2kMseqJUKzNOYucYQlXrmDvB0M6HmpciunR3FJxz/blEzSlthujHA+uEZFSfR1mcWRGyoXk5AG8NgqcJo/incCGD4SvZVrYUfrMsvpVdrTmJpsTeb6dNuj2Zm1wTdKrhm+kqOmB7eWV9YZ8SU3UPGdS9e8TuIIEzF2540MKPuiK1akNeEko2lnOYN2zYhTdlCSbPVOctbbBmBd/dGR8aoSJeIXAWHIjhowqwBL8iEAsVnwoYTMk5etZgaCTMJTJ42vB+zxkVX0j34eN7GyW+VisdYcUDC0SuFkwGqQtM9/44fk8MvQRVZgoKKs0hjyxdfYBko6xrG6+wjwMpTkHXh79iurbu4Z6Cl/adG3HSGZfHGc++JFcX/NvGvZTKNWjcZfhQWRi26Lzo5MjRF0SIH8HNgyQGAoZneL9COY+8VQbsfR03IVzoWRg7ODlbfpNZmKHUgeOEz5PMXuIYJvSAr2wOZlpENM/G81y7TQY6B7l/Ui0R2PdL/FvYOWwqKWLvxEF0Yq3p+v1oDXME4Ln9ri9HlYX8WHzbW5OQOg6NYl6UGxm0MMY3xYFKmRtMFBHdHDBCz4lZD2+xsHLRZM4NiX9J2wKBjuRpbRmQ/1pMaramTAC8vBctcnwk1tKqsrXhjwITSBm7qUgATHnZDPHv/sgZQa8M6OrShhz+XWoDTGnFaYwvjVQjwZGn/Z9di3B48xusamzEDy/QxPV2YzEILjWRjBeZoZmbrBsQYGuPE9614qInwyoAEuP7jPR5MRp8Z0qPAtCuh4rAUpNhdX7fM6th2X5aZ4lgTBJupoe7CQyKKw1QbGxMdfDQAKADUbO3JCk1pGGyUehZWo1asm4l1TR9DDVQPe1VIS7ffamjASMSFyAN4CwENDLV7MAiZRSw0FrQzE6zey1VtAvAAFkoFLMxUtTbaGTC33k0qkpqTKCfLBbEVRARcIyPACRkzIi4omHXBjUMYMqILWK26h5hpgk3m81ICLh7GO10SXnwQ8eLD3u4AsjZmgPfCFz9CyRF/+P/6ImidXPzrPY8jOMN2DgRjqq3aOlHWyDaar5GJdFPKxjTmiHneEGPB6XQAAMxTxrolzGlCqYKHJeDRKWIuwTKPFHhYIj4jGU9Dxj0yiujO8Rgwj50KxVHSblJjxsppJ+fsW1LBhOiTrSIpkCTgHhsehwteqktL6XaVW/tuGPqaky2gWNhKGQRACzYRt7MPrTIywxJkIahVBHo4g+7M08AAkY2hyPx6PKXoPDqQyT6GdRaobwwI0dOpDuNdL0Hw7D0b5yZuLSGF4y9MH1Zgc9CoLwGsyWzD/dxgbtdLnXGB4uQZfXzGET2syCKQLcwH7MElLFtsRvQyO4xOCEQsFbuKtvARz0dh/ZZZgyNQIfiZ2hPCLsz7erY3PIhpcfiqw0RuNLZWyzLCgHBnqAl7wZhh7wTq4AbSWZgRoIxggmiXA+qIZrkx1XF8qNUHZiD0ithDjZBDAI6xoqjgkGrTUFBAWjyUstVnK3dzK/BYLrqw7U1R8cJiYkFmMvW4f7+XMdZnRJ624lCkhF1GkgEhQXEvE4Y0mIY41g8B+mRnbqU9cm0rktC+KwDyfUIK8RmNShB9BiTxuey0LQqcctxZg/N+sRjcWImWKyM6d2aV9t64scubi63iwSF7uMoFuC5qbi7JQ/0lc8cdRNBDCKgxKy7Qbp4lrlEiCwX0+999hnrIyMCO/T0lbUwJs6ZUscu8MmNHOz4B5MjsjJqgooJaDOiLs08GXG2V1dOs90wVNWrJl6oE1jzMLQQHRBSN2KC4g7l7nr1fTT5dWQp2d6ztXigm3g4w1iYB/iNunNYLAbLwX3+e5pdUuVIMioNng50vCSEcMKWCm+MFYUuNNdy2Cfn/npCmjFqClSQIQxr2WM/MfWYkGEcZEs0KrRaZ3FwgZ23ZTfYcK1JKVvwzB8Tk4S63UMgl4nKZcHNcUYrg6d0BIooXlbXBAg5bxG2d8ZkS8ekgeE3WXVo1YKGDydkZe1a90GNbcWtnqoOipW7bhNgZnNntnINaNtJJ83Cszow9A4p831WvV+o9xMGslk06M06DO3GQOmvAYZgge7r1fmOmKjOAJu/VWfdM4XjcNgeo9dfYnpOxDswnH+cIjjscS+z9PYOraqGk4sfK0F3pDZ6D+nVffM5JMABzluJ6nL4onzQgimDxWkXJQQcZMd5Tpl0TWEwamufQ+Ly5TbDUq7GsQBwYUDr0Ru2M0XWUgtlk/zs7adiEzIlIcz3k5JZEsTpyN0EtxbpkZLoWZmRQCqrXJdHr7tb+D+gCW/7PuPLzNlYA7Qpw+1Z25F89x74o8DTbXpbo6byxIkXZiTdzFtytsXUIFjVTdPapQHGA4GFUPJjLUKHaYvisZRQH0zu+Nuov+mt1l448muzF0CdiAHhyP+HJyknNJt+Hs7mjXnJqFY6vt7HmDg2nqO0JYgN/r+jaBwbqh8bvA6bNANAq2QIGRIIQyHSwMn7PPkOQw9f6wBQFeHjcGthgFhWqZ48VXg9dcXuWFoDGjrTMABdTF2uM+2ykyLIUdv2lYGfAxdAR9RscRmu7b3bQfKWbYtgqhP43PYRGD5vtGSC5/z6AFkLM6gD7+sGiMzHtb6BpGi5DW5ghCF7b5ey9kBkuI4vAATmotiKDAiscmdQmtkWM/p8dGCYXTgPYhSB5XWT0zBTPFxDFCpnOc8bhsPq9DTjdHzC5jQAA5GDkuoSBuQm1uV1LFGhViN/AOBXEqaBmMyeMqzn+xlRRXdeV19RLdHh1921L2NYJx6MJjc9nC0LPc2rhwVwCXrgkPLyb8HCNONYDJgR8Wi74TFhbRhdrJj1wce91Sm27z2qvkQnjip4ampNnOTG1uy8SWaE8I/h09DxhKYDBq8RKGHDyfSakLz10MSM0s7wx44WmdgQHZKOvARR9Ta63xl5jbw1Q0ZnmWm0hU2vPKs3FPVqCLbYuXKj4aEdNoq+7d7MF64jRAoQghTWvCiqyKG6QWtHGk5SWmRTh4UIEFK2g8D2LWhbacO1HNdfrsSYW7Qsovh2LqwbvFNZuUtNJkQ0TfyYKM6psVauHffAeEKy93u0ND2JiNLCCAkjsAzfXzMFZGIuvamvURXSfTi3SmBhrQBUPNOGgEU9D3qWkjcZDxQFIQgBzKMaSA9edlf8TyCjEw13qtHovUncpATgD0VM+yMQANtnczj3FeMuCx2vEWjt1P0Pw8lxbWCUGxexpnzkHhIluv76K0J6BQnfWqmIxfEVLtWbWEVkbWzV2cXEuoTvxoqv1ARtgl6TQjHYtBGJMZXxe887aa7UQXHD/gtEZVrAyIWT4/i481FYHXTvF/RFcjZ8vDogZOjpMFbeHDSEqajE/llx6zSvet1w68BzF1xTxpjSIqovgfjNQOkcXM/oky++lZILoEaR0YGrPiMUgUdGYlzGDisXaqO8RsfAJBYhrG3TtmY2MX/O28BAT7w0/T9YtOqDjgK3DZ0cbePUfpsiyT6k/o9lj6YAN1uITaU8FtnOJooAmPJUN98iYxJjNosCsgodKkbEBmKVVp65N92X3sAO+Xni1Ax5jIQ2MSlFotLBQoKtxDShZsZ5n1CKI2US6Jbvb71CklGnV3HdIxappTwVTWaHFdDf2k0xw7Hqb9Twjz1vLlkopO/gSLO4CXHLE6bTgeDhC/vAG6zmi1AlRzATv9+Qe95KtsjDQ/k7eQlZUz8xULDCNy8jWAN374+IVkxk6v9GE6Iu1s+ThPd0xaeO+JlhBy+Lf72ybuvusGfTZRC1N+0IvmFZA0v8f2xnDQevwmgzHn4aRgmCFlb4zpOmpqKE6KbBmwcFTpIqiJWYorI9s1WphnXz+oeblDgpRhrz2rGAB8FSKF3DsGXgK4N5ByIII2v3fDT4xpjsJ4LdM4Nvb9phkIuhz4HUKPQHTcsVGWeq0/b/JswzZuNCg5ML4URP3Uos2oet9Xu/2hgcxIn0gzwVA8NWh3/DWSNQm9Saw1U7TZV/NbYK2egCMKpthK4IOenqtpoTQ2IBR6c8OOIaYxnhz8hVHb6gREYq1MTu+ei+Cc4k7kS8n2RcXCzX1FbN1nhU9fts6rPC3ul7C9n9/tuZxWAqqC06nVJBSRal9AsolQn3CVLVSBjV02pbv9zCTZf+EtbMoRY1BWDerD3NtAgUYUPGr35nC1WGAsH11IGJx5j7RjqIzon6ueq4Fadz3Hu70NkP78BhMtDtNNgGmVO0elK4/oQMwS0FQCNpYkBpaWGic2IGuK2KF6FFgPU+1+fzk3I3+xu/ab7+HrhMKrs3ZWEcL2vQ6LZYj9lyCdNDGax+fT3EQQJ8LarXIfBXtgsjr2jANAPnzGLMC2T4nf7osPTBB2sQSAEAjnniful4oXLzqLkMg1ANMVfACrHo8wdkUzY+oRDH/HTeNTLE0Z+e9G7a2e0yzu9EGoBTLUipFEUKAsKJ8AYoYg1I9vT/EgpgKtFbUUjEdNlQvokpgwxYeUkHNERIr0mKf2y6TMTJq5pC1BjfQC24WaQxOSiYI3rwK/N39Acel4GUVTGvAQ51Ryowvlhm/77WoVIBHYgzTQzUvmlVqK2swIzQBbkZtkx9D6ZMGBJlQVdu4Zs+4tnpzK4o7y9r4ePB6V9zGUglFFFmNjTH/Gh+LNZi2SbtoV2DntQxjLMEw98+Fq8CMUQueE9LCftzsY0QfkzmW8DObWvq1Cez7eEMm/B6dxZ1VmjcSgfvZPxsBnFDxVKolfQz3hI7Uo2UHWZCM6gL2DkRoPzDqXo4am5CXWUsVdsLW1zpgLFB7Vv5oqI8ZS08saosiFo3kfdl5Ezlog9Td68/GNv7o7Tqz6f/rLeeMf/bP/hne/va343g84k//6T+N7//+70ftFAhUFf/yX/5LvPWtb8XxeMRf+kt/Cb/2a7+228/lcsHf//t/H1/0RV+E29tb/LW/9tfw27/92/8fnVNf0fTXfIxuGgu7yZYBdISYGArSaC8WOTMUag/6qWz4vXD2QnPibqB7hoXfYwPjIDt2ouv0Qv7frKNRcCcFT6TgDhV3qLiH4l6tEN6pCs5VcCrmDaGwkgFPzwnnS8D5EkyQCfomdHq+uIfHullGUS4Bly1i9b8p2C1VMKXunLtt0QsZShOEMrvGPF2sI61b2lXq5TE9PG7X7KvzqiaovS+CVe1axnL1ANpkSHblOjWxPfPhNQKU4uxCGX4s+0BxiIqj+7DM/vs2aluhz8E+82CqeDhXvHyT8UUPMl663XB7KIjRQEQu0pyGawMqaJNbqeL3lwJpq1O0ZfNeASx8E+PYbm0ynWPFIXVju62G5o5b1Z75yffFbcvS2MfRZG/8P7pmh/thbSYCJgLGJMASK5IzC3m4/3X43Ni/+Gyt7gz8e9IoZj6rHvM3Ie8ZvSQIdRU3CDiCzrD7FSMFjtch3g0mVqSNusK8Yp6Egg32zN88VdykiilUZ7/8+vJ+eAzBmJDDYcXNzRk3t2ccjxfcPjjh9sEJNzdnLIcL5mXFNG+Ypm1XY6mWgG2dkHO0bKJ1Qt4m5M3YlLwlq6NUA8oWu+hXxet/CeJUkJYNYcqIrKw9ZUzLhmk2J+DD7RnH2xNiygixYpo3LIfVzz87WLJSCtNU8MVvvsOrb77Hqw83/B8vrnjboeCdIeLP1xu8szzAS3XGUS1EwOyVRQOODmAo2jxJxlmKlV/RnhZNQDO5to/eWg90wku64KFOmBF3WqansuFeLKWCIuIjEm4xDVWw2dY8rCT7jBluo0i0jSOwRVb2tnaH2hi/cXFJYWtP/kB7L/n7XLySySdrqNq1hxe1OkwXBU4wAHPx4/KHC0wuyDIUd1Lw+5INUEruRRr9Xl5QLI1f4DXFDOxt/pN8vjq4rwtZkOzc66IR0UHjAy/TEfz6eN95jxcNODg0rLBSAiuPj70MIwA4ICANek5FzxRuwmA+jyFMNfrJvJ7tC87EfPCDH8SP/uiP4id+4ifwrne9C7/yK7+Cv/N3/g5efPFF/MN/+A8BAB/60Ifw4Q9/GB/96Efxzne+Ez/wAz+Ar//6r8ev//qv4+HDhwCA973vffi5n/s5/OzP/ixefvllvP/978c3fdM34ROf+ARijJ/rFHabuBBmTH8Feur1VqXpIboIVJq4y2jSno9PhbrA0gYNyQqio1eKpcYYLbOQRoBDuvvg9B8tn1WwK2EvcPSsaNbcBQGrElRZZzRjPIvvH6J6vSPTh2yeEfRU1R1R7VxufbW8Fsv9WQsQXHFKYeYyV8Taw0BkEoA9tQ7gKiPJjeRiD1kwfMFtCp1BYmgkBkWqXckfg2JJNrkwq4dMBgs6AsC1Hwt9SZZkGT4XlmQQxaWEpo1h5tC4VZWmixhLO1gV634NPPYUK4pYqraFh3rYKMXazs30MQogtMyp6yrTZGN4jC13jxjx8y2btNg6EBCK3zfXrtxvAUetu6yglqkUFZe8T3NnXSSCmevU7EgwMYAU9bY5ByCrNtFzt03vfWoUTneDgr46BWzgO+9Ylt5QKLDkImOcqEhLWz5baZ/npDIhtAq8psWouJOMhzpZ33Zh9BSMSZucTRnDSHYPbdIXUSg1K7EgTG5eFyyUNzrwXrM2MZUm6o0etjWA0scz85Wx/pNmN88vzsY4+IBYlpLMG8S/S18fVfOVWbfZxb5mqKdTxrZaYcmcE0qJWJYVU8pYtwkhVNwcV6gK7k+ziYFPM5ZTxINywAON+J1wwr107cSof9m795rLa1Ad2K/SNDMJARd0H5qEgBd1bq9Rb3MWq/0EtedLn5H+3G2FU+Fu0T4Bb4O4ldsGKt764nIDi4gy26dnokaQFe+M8tjuuNgcvXVGOUALsWBgYND1XRnd3NTYDcGq1v4vMA3XRRRPZNtlEi3a24rC5ovmt6P70M8IQIozZIAJ3RlB4Hsji3SRvc4vqWD2Wc8KIEe3AUHb/wg8xizag5sSXsjKDEQCATC9mhYfGzYo7ofr+KO2LziI+c//+T/jr//1v46/8lf+CgDgS77kS/AzP/Mz+JVf+RUAxsJ85CMfwfd+7/fim7/5mwEAP/ETP4FXXnkFP/3TP433vOc9ePToEX78x38cP/mTP4mv+7qvAwD81E/9FN72trfhF3/xF/GN3/iNr/t8er0dm0Qp7mXa6KT0+LCJL2uP+xcV9wzwMJGiZfMQkGxSm+MukbkBje5ZEVUAQaM5BeLlBqSBmOoomrRsy8lHr8Jrq0y35W4iqoCX1KaZDQbKHlVpIjAAbWARAEdYeuFRbNJhY12GqsZ23+welSLYxDMecmxpvyJwTxAb7M2qXpoxXS4B82zUdQ2Caao7UfAyFzy46VWlAVv5LkUwX2Jzlc1ZME/VTPVcY5IdhKQhYNyzocguBZwysJUhFbmYUHqKNgAyzNEFsF48sXbwkUvAYfEsl6liSrWHZoqlSAtDRM1ULyCQtq09k4jnSJAFACV2Iz4KSZliDRiAWDfBVoOJaouBHNZiUUcTm4uCyXpk17lQ4zICmhTpqWMhqq2YD8ohWchVBJiDhSK30jOSttwBL9PP5zBkg8GZmSv1NG3Wx0wxsmAthRRmcsdhN7Z+RBp6BP627wvMFK+o4AUVxCB4JGvrP/sVdafLNzFPmeinSpAXpJcBoCaGBousZm3P1DyGaJgoYgsDMh30LQpeDmIsStqqh3tfoEkej9nMITNQg+8/VgsNZQCpQNyhWwRIc3YDvgqpVi1eq4WUCoAHLz3F5f6A09Ojt/HSPGbyVrHqjCllyNGu7XRaMKUCEbvGY6q4rREvaMJWD/i92OswbaiWbQTT0ZBJMWdfRYRlMp0c+BhDIzhqxANMyKgNFB2RmggYAFb0kMi9C0EVEVUM9EDRwvaWdg2IKqqY/4qKYnUWnfW3xkykzc9nLBI5hljAxSG6uLwOAJpsxTWQyQ6GmCxCFrGb6Glru2dUz6aquEBQxNPcnd1gCQcKkgv2coRtCC1NzrYAcDastna/eQiVoT2e/5iXZenP0vpaA5gODqlEC+140irD86YZu94rU3OLagL6s+qu5qAJvxmpQMsSPPpxX+/2BQcxf/Ev/kX86I/+KH7jN34D73znO/Hf/tt/w3/6T/8JH/nIRwAAv/mbv4lPfvKT+IZv+Ib2nWVZ8DVf8zX4+Mc/jve85z34xCc+gW3bdp9561vfii/90i/Fxz/+8eeCmMvlgsvl0v5//Pjx7v2mFfCaQ5NUPLjJlg6Zh5VQ7SmvzAahsPFSLczxZKDFVphPhXqHoHdM2x8UxV1GeQo0ipodwBBpE8AAe6HVdboZY7EqZvx1541v85XsEYJbCF4OgqWlSzOFtIMGAM15d6zOO8b6++dsYuc9mpNNcudLghVkdCrYq1O3+keeQpykuriwCxaZyVRz2J2Tuf1apg1rQuUSEFRxXiNytkl9rPS8pIp56mGbFCuOSVoGE83WivZSEtSHUHB6MxU716iNJdmxR+LslvY2YtfRs3WYVTRFNBFuiHZ/jKEKA1C0+0iTPaZdj6AnOADvomi7J7R+sfi6uL5FHJgZQAVM/M3wzzzZxLm6Yd6ajUlZq4GYWOy8g8f6dDgGYMzYyRmgVT1Fv0hbZdKIUSE4O5FR0OP6bLvjio23NgJ4iYMzmR90YSX7AMO+pOwZFqAXxQNMbRBnscEMcyjl4K8w0eOnJAMl4aYKDs4iHpfezskoitQGNgBqx0y8G9yEEbCJQCQCCa1OkqVW9++yjtIIXEm9jqnXEgzQhFChJUA9VRZ+TvCaTPD2IaJAKNZnSoBEtdFFrcBknCy0FFNuzM/lvFiYK1j207pODUzl3IFS8cVbFeBhnfCSqWBwloLHsjavmOThh2mYZDm2jYLdsSwE9Rd1mDjNlTaiwsBMRkWSgKzWesjAiAL09koIgBhrcPbwogiTLWzSZeFHmtttUBe+AjcanJUgU9PHXYY62XaALuwlMLLkEJsPrjOdztA20V6cgbkXA3AM+wRIAy69b/g4BQJ+y5pU7IuccqNHSwNqg+cLnwE/V4arEf+pQk+fnslFozp1digpc8gEt7W7+vI+F9+3+fXozql4gttqjOcM9HRwALe61xa9nu0LDmK++7u/G48ePcKf+TN/BjFGlFLwgz/4g/hbf+tvAQA++clPAgBeeeWV3fdeeeUV/NZv/Vb7zDzPeNOb3vTMZ/j96+2HfuiH8H3f933PfW8USkZfLo6vpVjbypc5/kFM4CoFiKFgqwFTVdxlC+WYb0XAWY3xYNXriIB7d8DkapLkODvChB4n3Hw1Ahg9S/HvqBTn6tUGYqPuugbAthcQ8ECAY1Sf0DuzQoaCgzOZDA6kY0FI3pfrIpEAXNBrFvnNt6T2DBuaxB3niil1G38AuGyxncd4nLHWzzi4l8KJ2RiGe3ceva7+2hb8HnYp0coPrFsw5kVdEOuAhO6zuxCPh7rGFPB2byKaN8u6WThpihWiiuzgt/pJqAouJUAKmovumgNiJShBq43DrWpAUm3purWM50Xdih2f6b1JFIcJXgvLgAuBChrr4Z4taq7Dl2KAbkmmaaGHS2ek/DYWy5qYPczCauYcjFYFLsP53/nEQwBDDZOiO0DDv8fBfZEOQtiGqQWgLwdr3gAM66LRzQU2MZxgkwFFvk/ChhtNrqnImNsECbddj22yPCHjt8MJtR7xFk04ALjkgCmpp0DvwTwBd4jq3lO1sSr8TC1hZ4xpr/fA3S68tGNrrCAkZP+Z0Utmv08HMw58Ax2dVTBN+zOoJSBN3RJBRLFdpt1ntjVh26ZdaQrr58bEseL0jQa8WbtBXcCERzLh0+HSXH+NgTB3XRoNHjxssfgkyrBGQvefMbdlgIzbgtgGPgKZKn1GHE3aTJNh4Q11xvsStDHdgAF9fq/dR29jtOm3haF62q9ZbgisPZJdYBYT2zivOfgxyCjwfxOjVzz28NAZxcDL4LVzLWaV4VxpajdWBDfvFhdTC+vvVWR1Xy4HI9QqjfpMAiVm0o4+ZdRrbmJzVlIZfGB83oHpynhPBOLhvp7ufkZtlgYEW6PLfWub/uzMB40h5V588/VuX3AQ8+/+3b/DT/3UT+Gnf/qn8a53vQv/9b/+V7zvfe/DW9/6Vnzbt31b+xzr+nAzrcXnppA+12e+53u+B9/xHd/R/n/8+DHe9ra3tbRHwGj4pp3gxOmpKW3Aqs/HgGaTbOGHNwc0u/Ssxgo8VUOTDzXiTiIeeXob4/IKNPO7Sc30hw6U0YELY56z03fUwEwacKMRBwRbYXiDmJxxeSkqbqaCeaq2sveWl5IPCxUNaISomGNp9vpj2mjLqhg+C3QfGP4dZwMz20Za3TJrpklxycBnThGHFHCYxkFYG+PVKigP7I89I5Ys6M/4nKUZo1EXMXZ5CncRFKGlgtt7c6y+IpAmHG4hAWdfSjXmhZO5KhBVW1s5u/V+cgCRi+AioWlmepVsmKi2uk7EazAB0kI0vUBi9xhhnScgdETqG03ySjVRJw0No5j+goxRC1WIADlYuEzUhb/iZlpd58IQWtCus+H9oVB3q4IJ+9cAM1sM1QYbYxFhn4M0oMKaM5s99va8OPBn7aEkvqfD/3z6Iw3PXhlhIOo8tILPyIaDRtxo9xkx0zazXL+BCSBHD5kEqxvz6bDii0tCcu3VMpVWB4vhnmudCwEM2Zk0AAcD5+JGmgHbmpCSQKOlUEcUIOxBhcQrAzy+NywkCJhqCfa6h8BR3bGafVQU07J1vU2OptfhAsaLrHaWSVuZhLFdmkWC0W2zmOYueR2r8VndasCDEvD7YcWnwhkKxY2mJjQlkORGoayoC3F9Mj/BRMFkYg4aGxB6zcWqBy882bQn0plroGsHIzozdgeKg7tu0dqbgZfko+kZtbWxIAqopXRftGc6HWChqUtjYfYZjSssVH9o+1Tco+IPwoZHsuIiFcxupQncdbYrXwN6dl7/XA/nMAOM95TMBwEi0+EvWnAZKlhv2lmw5IvpMTM2Dgtkzj9xmHPG0g62uNBdGjuN7M7oGhygA408XAP3t6KaPgZwCYQ8sxj4XNsXHMT843/8j/FP/sk/wd/8m38TAPBlX/Zl+K3f+i380A/9EL7t274Nr776KgBjW97ylre0733qU59q7Myrr76KdV3x2muv7diYT33qU/iqr/qq5x53WRYsy/Lc9+haSjdSgGEjm+C5MZTEkEurhaKDj4YAS9S28o3VHuDsK5YE4FYjRAWvhbXVbjlqxIzYGsgFBXeS0SunSosxK/CMMd4IYAIsTnqA4IG3iNBi+L5SjL2oISKQtFPh1GQwfEGQE9Bj/02kW2FGgQPAaYLWqSIN9y87mJFBmMpjcrLm/VRVbDm0cBZgHiaXHLBW4M03VrX6yRpaJpHFrS2muvNPUODgkzGfXXO0da3T1gS0/TlW7WZUFdLqAXWnXDTHzVyNzaC+Y8leC6lanSERZ8CiVQNfN0GKXagLDCFNkIHycxrAdQyKrdgqGLAQEJ9HRvBwHPx9B10eq7HMmq7ZCRhM+2Dg4pIFc+ztvbV1MPOr++ho7cJcwAG72n2Z1MJGVoRuDyrs2BbbBmzlqugaAThzw9shsAGRFL36is/auR/b/w4AbsRq4GSgr+79+AQqt5i8BlAPW9h5WQp4FVvlnpDxGRTcbBF/LI2+L/05MZwUPc06ptLDRZFiXR0KoXp9pKA7wKAuDI4jC0MzxFAtNDQ6ZZOZEW0FI/f9yvQy3OJU/H3FdFxRtgRmOFnY1o8/lZb+DVjIa8aKECtOuiB5YdK4RYQAHINCixjdHwBaHBDMzBqxuFnep8K5VVTIbeq1Z7n4mr+n3mr7nFXEtnTgLFasc0bEQ53Mi8vBDkSMcRgY6x5qlKah6e2QEzIQ0FORAZt01cfUbQBEAUBlyOs5++phLwx1f9C/69e4ieKpbHgqGeSZrn1Xui85UPx6euJHPx9gv8Z5JgXcdynORq1Ssall5nGfY52qCkXQfRHi8bwAdN8fX/DEq+u8Bg/GTBFg4RldC8Nio0tvhgmJN7CyurT793q3LziIub+/R7gyq4gxthTrt7/97Xj11VfxsY99DF/+5V8OAFjXFb/0S7+ED37wgwCAr/iKr8A0TfjYxz6Gd7/73QCA3/3d38Wv/uqv4kMf+tDndT62Oun/jyEDc0jde6nosGI3INC/U4ogBcFxGUIlGZ7ZgWYAZPn+AUtd8BnJeC2sA21oD6mlwknXwijMtAjYN/ZNKv4QGw4S8WI1lTgnhXMVRBHoGhurME8VB8nIiG3ApFZkyxGXzeOcDl6eV0ag5k6hM9W0gRF0UHN/mXB/ia3UAVfSZAs6IOQ9t+8zfdejsUhp72DZqjyHCSeH5Rw0AXfKFFtPJdHGlJxybM0/+utjVs3qE/MhqmdAGcMGoHm02LX2ffBeMQMnOntVVHrmjoOk2gZ3QaldKDsltcKPCS37h9+j0SDvD4AhfCUNtBhIsZDdWFuqqmJK8KKYFesWWqHNJFbQc6teZde9T6yGld1/PiOekxWvu7ZDt8q9Gwwwzm3s7WLG6/TUGVbUcfb3ssoujfR5rr0MDYk/4wkdNMWhK09g6An4Ik04+YruXoDVNQPXnK227wZ/RiaSvJeKgOggVlwPovsMohp2VdevQUjz/Rl0M1oFFQE5A4EsXDAtjUiwCr7SAUxMtZUcEPbJAYRIrK0orZb9GGsf8twvhmvm3L4PFVRnfZDR0sVzLtg286yhML+kjOOhMzXHEnBcA55sEXNQZ+5qa8drEcxVsNQFR434vXB2vYclN8z+xMfnMYpMF5jYl6LWdViHM7R0DzPFmz3kXh34WDFCYHL5qWlGeskJ7oNsRREdikoaeFk0tlCIpQ13toJga8w6sn12BuQaBNi43kM243kQoBCwjO+Nf4/AiNla18wPz3EnYndn+k1q6yx8L3kICkArpslSAky/vmc9QDFdEUN8EDOXDABE94UejYWhPskAzI1GT3Tpi5Szh397occO4Cqo1WF9tP+JIOav/tW/ih/8wR/En/yTfxLvete78F/+y3/Bhz/8Yfzdv/t3AVgY6X3vex8+8IEP4B3veAfe8Y534AMf+ABubm7wLd/yLQCAF198Ed/+7d+O97///Xj55Zfx5je/Gd/5nd+JL/uyL2vZSq93e3hzwVQTntYZpfTJIkbTNgDOzgi6gVsV0zJEd+3076xwQzK1LJMUq6240OOlG7rgcAHwJk2oakJCaBfINTHX53hYOy8ZUaxaULE3gboAqKp4VIBjiTgIkM6KOUx4cCg4zLmFjJg2GhyYcMJUvx4CmnF4HMW9tMUXAaCCu1PC3erUrfaklDn2VF3Wzjn7xLpWuIFa17Wci+CQfXJV4DbVJhy+nQvOxcME0hkZbptPpHMFVu0iXaDrRQxQGTNRfdCz7CrBpYE1Ow8DNsbkNIM2MIzTGaCiNliIF5BkKKqq6Xbs8wYq4/CMqa8BOBHy3l5PuX4N1cJrRQXItYWDgF52oUCgG5BiZ2V6sc0hfq/9O6ciOKutrOer+ZDPhSvuewcvVkzOV7FiAGWtfQW2+QDGQY01uiiMPA7foc6CgyFj4hUOXPy9KN2puRUh9Ta5QfEU1R1CTby5QPBEeuVkTljt2nwAnTW0uH0Rxak6aIx25OCTfYoCVZMfWlgpIniF9VoDAioQun6lhaCcmRlBDWDh6ipqQCYItAgQeugIAEIsmI7uyuumdDJkNUmoQCTY0avfFQgGciQVcyt3xVKoglrUzPCCncd43rUEZGdo+BODmteQLxb4DFizS6RaRmEOkC2gakSoB3xGNvx+sKTpMcxX2yTVV+QK7MZCCyVZmYMVFZdhYXfrbr1PsDqQsRU/U7hNn0Jmo9/TDbVJEZJraxjuOEvZ6aXMb6YOGT779OlxG4tVsn2NjA3PG3iWXb/eRuaFWamNQfHPjPWGrlkdoIfprl8PkF3m641Gv89+T1ywGyE4eVr7eF50pOd+iwMOwd6aRCA4OqPCPgx4xhFMi5mlXw/ZHQIjjgfrc+71Z9u+4CDmX/2rf4V//s//Od773vfiU5/6FN761rfiPe95D/7Fv/gX7TPf9V3fhdPphPe+97147bXX8JVf+ZX4hV/4heYRAwA//MM/jJQS3v3ud+N0OuFrv/Zr8dGPfvTz8ogBgMNhw1w3xNhTHkd/k1K6UPWyRVvF0owtA3MUHJbStCZbE7V6wUWn5KNIU/EDaGEiALitEVuoyGAdptoaOOm/Am3CNABNS8DYpcJKETwOGbUmbyS9419Q8QQealHBoQoePE14ECNeuskGuLSzK/QpaVbxftgxXGQrx276FUh3B+Dp/bSrzWTsi09us1VZvjhQYjiIJmdADzfZBMvSAwYctio4rQkxVNyv0V93cOjHKOpZNdpTe0fjNcCOx9X7pEAKfR+lGusjUByTh46kaza0yuBNs29TPE4Uey9rT0NObvt/71k7DwDEodBiLoJamCHlepwhHZl6IeqCSumTtpV4QAOH9N4Bekp1rOrt0dAcGaTxvrFu2BGyAwhjGnT/jjEKUS21mfeTnzvCQpunxjIqbhEwYWDNxFeuA3DlNg50AsHB90/AyvXa6EhNAzFmLd2hYHP9BQd5rug4KXHVz42r0JOHdJ8g4c0lYHHG+HyJCBKbhimlisMcMc8ZJQdMUzJzuZSRYt5rZuJetAsYSxan3MJQVgg0QENFmjPmmwuKM0AhVYSpAFPpA0QLNQ0szSDm5t/tPJzRCfOGkArKmgBZzLYgpAbCYixIqUCrlSmItUL9XtFOYZkKSgHmZQ+2u/DZ/j9GxazAbUk4eLbPH4QzNqm7+z9OsBy/OGGTIVhRcSfbrsAgU4hXVFSBA9ExLFV98h/OcRgjuQTMzjRQkJsQXFjcwQ9TvEcwwfP8bMDmOtxEBuUazIz7Gn+PoZaRSeJ7Fi7bb2NWl1/w7ngtQUT31/LUk0ku/v7B95cAvFBTy3Y9sTSBDAvutrgD4P1LYUzNPDBI3OhwnCC4RcBJTTzMvjqGkey8Pz/fXlG9HqLfGNvjx4/x4osv4sf/1IdxwNHYBrqSVrROzIn9fEm4uAst0Dvw8bBBVTxbxhgaCmKBnpFD87Hqk+u9Ao8HBH12UddZKk5ScEZpqYZEyWMIkbTfKL7ig5oR8KAm3GpsHRHDcSqMoj24W+ItBA/dcXaKZmDHInC8VtPC2D5YjHD0NEmuNxH/3uO7CU+34HWKjH05zl1UfHeOOLVq1NbIN+0rdPVJMonimExfUtWM2rIKXr7JuD1s+J3XDjgVwU3Udn/J5KzVJkiGeGioNsbrbcL38Adc0xS0pczPQbFExaV4lo/fB7I3BB+l9ufLa+b/8OuPHmJiFlX2/R1TD3eN3i2AmayNmXLU4aybZTpNcSg4KH0fBFdj9Wmg62643/MWeohLe4ho9ZUP7wWLZCbZg5ii5gg9GtPNfv2ZbVQs++ix08n0Igr+XkR/RrwvZ/8uMxEIsthWkmgrM5FE23MlgGEtsQDBY8l4ItlAkJoR11lKe0ZjNsZ1n2Jm4B8vN3i7zviixcIkmVq3wT9pmSse3qw4LCuWOWOaM5ZlNSDjDrrRNTNNAEzNS6wIsXSjOwcity89xRf/n/4fmP6PT0P/4AaX334TTn/wggHdqLt2Ae9/cJaHwKZdqG96xeqph4rKJSFfJpR1Ql4TtsuE8/0Bl9OCvCWs64TLecHpdMD5PON0nodFT0ApAes2mK0pNUMerg5oCQN/+GTG728Bvysbfs+zl8Y0dwDPgAC+d5KME3Krg/VUNmdhJmwozSn2RhMyQeIwXk7OyDCcBaCZtbFEgoqBIVbtBp4NQY2AZTzn6/+vQcv1tgv3DCzKuI/rzz9PqzLug8cci3BeH4OhrtEk7yIFqxdyJGAErAktGnGjAUdnaM6obT7h7DNmdwWYmZ3dO9sWGBt6vdE0kGZ/J1Q3izUhMRckzEi84A4/i7+HR48e4YUXXnhmf/t9v8E3E20yi6Ybi+3KqavgsGTMszt+DhkfjJFzwleVlqoMAGHiZNQnu6kIkAOqBqxwxK+hOf4C9lAv6LFXwCi9mVVGoc3v4oICFTSh4oaK18KKp97pjxpx9Lhur9+kqF6jZFXLoJprwJyB4xYwR22hhUMyh9pRw1KroNYIbWnZcBdaY6wufj+oL7k9lBaSqtWMBJeEps245A4uuBFAJAdKZkCoCNWeG+95RQcnTUehPkGOFHcDKtrCPau/rrDQ04zudWKTtOA+cwLXwV1WmhdL0584QKWhnKBP9Nk9hAgEp2BiOKY4k7ELwUAIU76BLrCNXqCUwElg9y/FHtoq2r1t7DjdYRcwQ7pTFTyI9gwYRqNgWaHulUMg4qUq1MNosVf79tsMf+w4qQl4FxUcsQceB7GMnBVd+zAOZXavOt1D0e9YPbzXV3KNjZ/DpoKLAk9QW4ZagODUKlMLHmrCU7HaO5v3GQpJGaoYJwOu2ml+91pYMVXzPZp9wJ0EyBoa+2SAYsZljZimisO84XhImJfN3G+nDZh9jPCMJaZPy1VYCQDSlDEdV6AEAySvPIX+P9+MfJnMDC8MqqEBwDS2xQHMmOpNEz1LwbYfqIWXQlSkOUNrgJTgJQky0lSwXSboE0HeElK00gqT11niOFi8oOS6Jq8JZiaXh2VrDNO6Tbi7X3A4J7xYBVtJSCXgtbBaogOsRMsy1EYia826S2aClnyMtP0eNIIZm+Zj4iEqNSKKuK1qdz/feaiAbrgFUWQXLiIQyGMYxo3ZiCIJsJhBRDZ9PMbzAAw3AxOdY9gLjPs+A67AxTBgTu0cpGkquYi9Zl+oceH/o2cM6yPRfJVnXX2RDVimFW1CZtcS9XDx3jWbGV7cWN+McDcM79NPx+oRhib2bcdqwO05mq/Psr3hQQyAXSfk1ozWCE7IxglaSiULFwJoTrSlxmdEmCkptq3XmUlBcZsqDiqNHcgacKfAqgEnNYR7q/YAM/ZI96BhZ4bEc8v+Nxvoiq62f0GTIeahwFejan2JFGFOiKdiQIsN61Qilk2b9ofs1BR7Srv9tgHytEZsFTgmY1+ou8mlC3hjBBbX4JRqxeWWodgg0FN+qSdhOCYFKxPAcNUhGFPAbjOGJlYVGI7kRC9NvDv5CNdLG3SdB699FOuOTI5AG2C61GC+Kc76FBVs1Yo/8pw21+Qchn11/Yw/PxXMcH2Oj05b7eZdowUACy+O94vmfDzmqM8ZizPOolirtTkyK3yf18jF+3XtqXMxtiP6PQ0EKkpKm/VmBA/gFeJhn108E8qEln2fllHG9MsethtDS1XZ7uwZnT1UyG0Dq8ObL1OE9YPZwcwG4KFrL+5DaUUCr0t+KGylDz+nhNC8ms4y4aS20LgdhmU7Z/MXWu8DjpPgUEsratquoQSUEjHNpvgRsUruoydMiAZoYiyQoLg8PeDRf38F8++9gJAqTq89aKUFtAQT84aBgfHv8fRGB2DOeCGaqFOzF4EU0xxoNbCUls3EwdTEuej4fFqwHFbMy2Zh9i0hZ9MClRyRS0StgmVeG7iJqbbK2Pf3B2xbbOPsHBSviuDNNeBJPeKTOuEPw4pHsuJOcq895GG/sTyBQtvqnunWAdZwMmpjYLgF3TMWBDUt4gYDNyyue82oAAzXeDYPQZH3gwwzODUWL+y+OwKUUWh7vX9mKI0sCpkSoIOUHcMidn9Uuo6yKitdd2NBVqsmq2/Ho3twd7smGDNwz/M3YMLzvYgitkVMxUQt0XAt9IthiQcyr1bYsjojS/8X3pM+Xt56v6RejiVFOC6dn8PmfLbtfxkQk0t0PxPa5vdwCinfSi1ME+Gh+ci0rB0VrDliimbcVh2dxmhFFM26wf04YBMafKWNatTZA0TcafCHDVSptjp3nwPSdA80NZEZgBbbf5POeKEmS6ODNhZmk26exOqhkxpq7mlvASt6zaUIm1xLMcQNAD3HCNiatTqQAtko4OFccVzK4G7a73fx2X8LoTE7KSkSSgtPmR8MuoNuXwABsFV55jmohS5uHCDY+71DUJ9xLj18RYARpIcjgnTGAthP7NynVcTuoTUe464wPGKMTWNghv3Noq3rtaq1+v9m789CbdvS/D7wN5o551pr79PceyPiRjYhOSVSKncI4UKy/GKMG1kghLFBDwJjjMsS+EEISxiMnwRGxjLYBjdgG0Eatw8FButFWH6xH9INTpcNKlQJKqVSyowub8S555y911pzztHUw/d9Y4y1zolwZCFR5WvPzBtn77VXM9dsxviP//f//z8BYFuh6X28AonZW/sB16w6Y3uATUsa5vrq3bO7dicipauxU7d9PhWy68dnUSCWizShW+gOn6i7kOkMS6quid1nV3nl4YV+htfvOmpXgg5oJsiNrne/tn0IrurKrRKaRklXf0MZZNJjsENLT80Ig3NsR9k119OE46qBYgWx62adVsZB3Fav1kzPAibLwJJOOGYnGg+7Xp+SWP2dg1RDA1whVJ7OB+I6Mc+JZdlZciCnvQGcaGxGKNSaCdE1O3ZJgev7I9vzAaclpzD0bWqLKgNDvnYRr/VTMiYndJZGPriIEwmo2eFixlVZmDlXmQ47PhTSNjHHlZdA2gPbdSbn0MW+KUpO0d4zZgAtjeUGcmIozLPog2TRJ/u/p8DzZeL1c+R7+cj3XOQLv3JWPZKFfz7UiEPGtY1CVrbEBLsm8I14YtUQvAb071oA3IGa8V/Jh/FcVQdjVuAPdSi375lcxVa1xnBY6cre1wCBlEbyzft8rBx0W1aSzdxREWGsHAK4R/B1r8WxNF57zzYODde+6ZLG/BZ3tw927Bpj5GycobE+fnx17ZboqvtleTrPFGakcet88wnGqHf9jIM2H2385rb/Q4CYoiUOoAGYqiwAVI23r3dgxrUab0ukzRI4JhPtnQDW9Ym/dQ2ufYJxCmhs4jhVod4l4Em2dvHr+x6q50kj7Q2dZ1c5kzk4L5oXN1B3FVYnF1tUChDkojUtRXLSLbV35zb3iLxQQvzke1zyaLF1je43YWwqwjpZOrCFsZkjaN06M2NaEEvGNfalVjSHpotajXkQVkaMGGtxPBXHK10ipHrLdozMCrhWUjLA4dvzpF3DpiWZAkxOVje239Y0U1YxstmAbJP2CF7GLJVRO2LNRQUUOZ3Qu7ZH9sEpoyTli0d3G8q3FtfC46KT0l2lg7EO2HoZyNiTnmrsmjharldp2hh0dWR25eY8o792s+9UpYWFldHs+ObhPEy+g5sO8vpKq4mFvTIp7f7p+p5KPzdA6/F1rN19luk1eGNZij6W2/Xa/273jq3mH5Sx2TUAbyGwkvm+v+CBhyJ5U1uBGcdTdrypMjhPet5C8oTVhL+BWidpwhkLD6eVly+eiVNiW2fSXprYN8akJR3wqZJDJs6JOO/NWVarw1vG01BCMgBz61Qar1Juxb4V1c0UXPD4WiC4xuykTd7Dh0JOQbJ7QmytFIy5oTpyCtqKJbCt6nYacmaydrRvDHZVhscLwDkuM3M8ML2fifvMoXi+dDtv/CZ9rJRtsPlVJnA5T9LRehONTDUgKi0D+nbLwhiIuQcQG0OJDhkni0NLVF3TYtfNXH37LGNoLKdmzLYxADOWQSq3QX/2Oe1UDeBhZOInfU/rOzVao4EbLWWpt6m7/UjQ3k8uCwNcXeQ+CorHgpCFsjpcixWwnKagwAWgOkk4vmKNieW5E05ynFxhR65Dh4j9rcTkkNK+gNM+1pbh7z/p9pUHMfsemYLXLq+9tGSb1XVBBo+UvViJB/Ay9hvq6b+3nYC3vffpGcsVJlLcimv1fEApa1mKbnqTbGQCUaysCjJ+Oh/YXeWHerMXJKDrOz63rrynGnlRY8upEcZGboaKzKpl+FyQC9AmBLuAMrQwPkHuopMwgayVluw2tYj8w+6bk8UmonW8WdvE6G5Es+1YVZpeRPaxtzS4ZMelynE7KjvQxbWVSxkEY8PEZ6F0IzthZQwDAGYtNrZk9vXm5rGVh028ufYslTCOKgrwOsujN7MfWk7c6eclE6dP4JOu/C9ZgOmsQOSkoE2YnM5ojA4pa1oanLBWOlc1IJGr2Eqdl5Lh0YtOJ9BBYDtGdEF0cBIsl6ocq9n3e6EM14kdV9ufrOfTztWkrIxX8BgNyAzly0LPq4m6IDB2x47XeC7HAVjcUSJ93ykaoiVZHaZ7keZ9ffB/rJFKZFcb9uICO4W/4Z85u8xnRSZaX3oZoA5lhFzh3RpYk7TZgO4oe/c8s20RHwoPj2fWq0z6k7IUdRUGJkyJOGkQXnHUuhNnpLXBIOqVWVkFu06BogGZIFepAQigZ8gM59aHIpH6sVD2ANURSRIR4aomENfGrlhpLO+BtE8S8AdMbmeed7ZtaqV47wvTcW8ls33vwfGWCAyw7ZHpPPGNWnlVIm9L5Ns18mvhmdVJq4LsbgPYqutMQ3LWnynw7PZbPcrAyBiOM3DBwF4YGJmrb+WhUruVeRTTGhAyZm8sMRkw2ly5+bzOhPTPtr/FCj9K/BtwrfS5up4JY2GOFlo3inatTUCli4GB4ajwge5lUiAIytLePbciQZDt/Ol7Rv3ZnEQWXPnscnuOpSCvSHhdcRCq2aWFlXmBRlW094el2gJEFiETI6T6396+8iDm3fOBGmfmORNDblknoCseX2/yT0zIK3+X56Wi/vbWX6mzBvavPV7ruAI24aKsoHOVyRUYUKknIALQF0QJfaLyXkV9r0uECo8lUj1NtS+R3I7kaDXmz8rCgpSs5qFRl6P79mWAl1qmBD8ZTaki2OGGnxAdg13oyzBx9ZWuTIgTAnhsUoM+gTpnaN/KO7JScvocKZe4m/eNCgoson521jHZSklOQEjpLhZZoct3MmZK6rkqHq0CfO5dOAZmTGcz+8qzakOiG4S+ytKU2r9LGZgI23YFrDPmyHE372/gJes+FuRG7PZnWt7M5IWRsjwHK7nY8bkWGaQuFeaRSdH33utQ1iq98/RLpES2Vb0WnQzOWT/feztWqmdxXfQ9gomxrCaOov59nV73cqzktbMycVuWZphRbcPm2ErtGAhjdslGV98yY3aN2ro6YMmrRsWL1mWqXRNjjMxYXjro/eardpIn86XbuPjUuirb6nipnnMNPFTPSfeL7HjYPY+xNKB13j3b/kCpjq9rSm7KgePxSkqBEAqH45Uwtivw2gU9e7Fa+0CYtaNPtWRZRHCaVAo6LMhaGUn1LU3Uq88TYbGHAn6SEhAu4krBey9NIZ3YwEuWNgR5j9TZkfYkYCapmDYUZtX9WKq595U4pZZUXLJnLD2FmJmnxNc/uYh+5jIzv59JKVLziV8P55tza8wMwMs6UxSg2iS+V98yWuycthKN08m+yp1vGpoRZGyuCAszgJGbcpSyLttQ0rLtA4eSu9XefKxsZL9bKeveGu1xrYQGVub1bX8ztTmMxuvZtvFnhzA+yXUhrrHbtr+hij7yY2Zmy/EZpbUjrBg7f8vvXdtjQmswWUOfD1d93aG67ha1HdZxynJjfnJZ7/8BQMy6OdgicQ2cDolpKr1xmquAdUw2t81t2wG4z0ZAuz5LTTs7czJB1onPJmNrVthei0wgFZ2MqlBqFUmPrNVgjeNUTYkurzzg2WsYgo56bddWnl/6jUMNLFXSQHdE0Lfo+9jF57Dcj47kpQ+OvCbrSiBVpysEubCsS7btl/n/W1CZTuZpYALs/bfa657Qk25Lu/nlvaxp4KaDY2yTJKDgwJ63G6NiGpUsArOjN12PlcFoUfoj2DCAYSWP2YkN3XuYVbRp5aFZgZP1cFqVUbjoOZTusbXZh4OecJvwhVvQ/cQ1HYl9nwpci4iUx1ydUCtbdsM+VwUJ3allIKig4HAEMrrvVjq76rU8ewFy5tSyczqFesP4jPttAMZAo2X7HIIIAb2WHqx0NVnriir/mV05VzlXBsjGgO8ldLfVRVt5JLoQ0Z56P5Cix8B0AwY8+rFHS7U0cWh1UlZ1qKiy0rRjR+LNYF6pvPeJc818iTQztHvxVD2Pu29i4OCg7p7v/eDEukYeTisxFnWgZeZ5J5iWTGttIzssj3uoruW9NFdlCt3p5Ctlg+5K0MkzFnUlOW7qEPoap4uWGDZKCuJcqplQzNHkKSmQ1kIpTspFc2DOm5TmVScnDBLtsVgztQq4Kb6Sk+ppsmeeEi9fntnWiT2JtubFHnj3JAu3r5UD793OxWWSnj/bdWMuRk3HQtDWF9KosbieE2MT+GYBeE7G1J4zk/tNgrA4P8pZFKvD+rN8zAoNtwAGGETFtyJfz4c6GdDrkvIBE1T0u1r/PEcX5o5AHPoYPj7mrSRE19PY5426mG5Pp1UXOvjp91hQ/UvVctNSHZ7Aimouq75GnV22J9nGBR2zrgj4jgCus7621fqbAyZfeRBjQtvr7tjyzOQl4n6ZMsucydlr9LtYsKWDbVfu22b0eYyyIjUrsfeVbXfNTRLpegYraXT9g7yXY1xRar8lxI59QYSHNoAqzMIabx0Q2nvX3BkHnGpsFrrNFU41DK3abzezv8mq1mxtsldmbxtX2hL93i25tmofv4uFvtm26+PU7k7Z9bW5CqDxCAiYnAA9JVVuztuuj1m6awtiAx79wMAoYyNInlYW2grqlnEt00Q6NMvPudDC8swltRWkH5K3sgjNwWSfc0GAy1b1hkS0EkYgvwy1ZbJYaUbybCwnRT6/65E6eDN3lGh1evms0oWyW+3H/EOx3a22BSzVmLbauWgmzjEUZt/ZHXvaffBdrjIw9cBBe6a8zpKODeSZ9scN2Ul2jm3/jKWUwMmhFFmN+RrKeTefJptNAtY0zkD4NBwJKx8VeoiaOWFss4HfnrsQ2ur7ZV2Y6A3xmsZMQYDdW+9dZqeyVdGVHKuUDlKR0MbjYWee1t6k8eZcaXBm8jgXxHJaHLVkCRmcd7w1KHO1tSWQXkwOdzdOOWW6rPHjPYhpx2+wZWPvqQCmZk9WvU1OnjplYpbxrmQBVyb6LVls13kvxGlnPjj2dSapRibGzOV84HpZiDmQ9sC6Rd49L7y/BjbgMwI/WwOpHPg1t/Nr4cLZJU6azmvn0CbuUB3FyZhkXJavov2aq7iHYq29+zW1aVs8joVIHhoh3uerjNuYQ9MYHAVKBWupcAtwtmHUHYW49wxNO/x0TRfctgQY03nH9wQFFa47kO6/R3c79f+Frr8xkDG2ODDQMjoMx1dHgCqhezZPPeJ0YSBpvImupbE0bfseQd+rNfMdxkJb/KTqSB/HlB/dvvIgZs0ep2WOksVtUzZYYuC4Zw5zbowMcKOFARPtyiR2kzZqIENXoLUC3uFqr2WPVPtW9KSPzMww+WcFJAuSKGmRzubKWIfBaFKq/KDMjK9QFNwcauCFUuSrqw09XyhNnFXoqvSKlZFsP3TfMHTfrXrStK+LKyMy0To9HLseRpn4+gra3tvAgtcJamuApk9QIiSV73oYqMVRjhcQpgYGCy8CdjK9P1KqXZhqqvnF9Um9VmPHbBLtpZBR89Kt5wJGHof9DcN+zL5bjkcNh92wW3Fci/xuQHb8Xr5akJsCnArXWqW3zHDdeG4FxIXONozvZc8dN/vM5wLljqlwqJjbSb8lhwq9B63QrYam64BSBVftu3eWyUBMcL1k5D1kXQxbgJ8JnG1/Uu0Wa2NhjPGzY2YtPmybkeyLMROjf+9bN4gN+kknJTvdKsfhvds5ucirMrfcGANWdXhPEBC1u8oVcRkGJEenfXZ17Cni98JyWMk5sF5nyVM6bPhSVVjtCFFaA5TsKTG0hZJTe7VpX1zRwDzPTcuCkj1kLwBHS1SjJfteE9g2h7ibQqb6gguFkoqwM1mYlqyWbWN5ShGwVKujTPJ4nBNpWwFYHiSFeHn7wNO7R85PR6zrPcCLQ+aTUJhiYZkT+x749O3C4/7IX1Mgk8ktU8bErmO/IgYgQZXguhnfWBnRttw2QRyvA9GqOGIbpYTtsHLTB9eOgpmJwE5uAGDCs2q4ngGm+20EGWN5KlTpD4VDexmFxqj0faBFDBRca0zprVxnx0a/z1j+cQyZLbUzRSPT2HSO9jz9TzQwfUHRNTK1fa5ePuIa1Dy0J5e56v7M1d+MT70U3BeyYTAEVGV+P3IIP7p95UGMbTaY2nG5JkdwvrmVLIZ/7C4sfYTUDlx6mcnfrW5Gtw3cDshjcNjN/gwTHKCrQUGtMyJ03Ki6KpSLLzu4kmWQrIFk38apmM11oWNEur1KKFJXlUduywfWtC8MF7rDVgd1uOAUIOjzLRfAykSTXox77QDIJh9zpxioM2GXTQwJWhDgeKjss4ruj+2bo4MXAwgyucmnPlvpaHivg94wVR/vAM3OkWvgC7jpiWKupTGYzZJlJzqLYrk1dk7HDIQCXHS/7KZbGVdwsrqx0l9FWJ7x9cY8qcyH8T4fWR0//DsKfO15Vz12W+3M1qzn71phr8JKTq7v/+yHXlIK0Mx9ZQwMWM4LTew7Nm3Mw/6XCms28S6NuZL376yfgRYbXO1nazS306v61yGpV67n0MCMTRqTTnCWAistBzaK76tts87K58liYsI1m2gvacn+noC1Vl18wBOFXBwvdxFpv3ML58vENB1Z15mXL55ZDmsrYdeSJP/FVXKK+JCJs6OWQk6+iW5dKLhVEn9H95IPtTEuZscGJPXXd2t2yZ6SOpNiHbKhAyEDPW4I2qvV4VMhzAigUbamFEedcmdwqgKxKVOKZ31e1J7tG3jyofJwWnl8uBJ8uUk9Xq8Lr16eOH3/JS+fHvjrbue74cKzS8zDpD92wJ7pDIttqzIwFownYFWfX7se5f51M4EFYbFXda6NQXhQ2+LAykKZ0sbQ8f1M9wK3bMwIou2xVaM1FluU4hrAsM3rtWjgpYL0vhqeJ64msPC8+wWMrwo6qr1HH3sMnHh6O4b7zx+3oPeOu/t7QZj7T2tk08+576Nkr7cxyGPBpX2evo1F/fHb/yFAzAgkxh4sa5IbL4YeMW9bjLW1IIAezU91bLs0h7RUWUtRtc9KtduRzZrsXXfV7LWXSOQ5BiT6Zkh4RWqQk4KQi88qRAxa65RsDEv5HRt1ichXky6hxUH3XiKaH3AHYDq1OKJ52c9VJw+b/NqKWyceY19GNtDer/U2ooM4AW00m6x0IxaQNCYcQ9fjmMV2rPEa+Kt3f7ObCpT5UcB24HZVv9axeaeM7amKut70IOaISrW7lDbkJtrrwLjQgUizEVY5dsYuGZN164dCAadsB504jbGzDBegAQxrsGgs21h+MXBiImAT+Va6vsk0R6YzmvR4GvgwsDhzC869M6DibkD62HtpDBk0HYxt28B4tcaetb9v1vPRVoTDucoKFgyIXl3hvUvSZLU93rUxC+Fmkol4HutEobI7Afpz9cyElmT6WCde1dgGW/RYGjAEEVKjx02e51RXJrbTUsFtQdgZJ1EEJTu2LfJwuvLy1RO1OtariGKnSazWPjvyHghTVju2TJROWxaUfXAnqWjXOQTk6O/eWqxEcKU08FLK7XTkEE2LG06iaAZLB0QOasjy+hTaxFnvWBoDR9lVXApk1aCEWDg9npmmxHLY2NZJG2RWpmlv4YA5Bx5ePDPFxOObR7725YH/1/7Ar4YzT061NgMr4lBdhnONBYHOlExtoVgIOsEbKAdb8HVQY4ycZWyZ2DdWWSQmV80oduNcMlu32bQdt4JZ29+x9OT1urTfq6M5GDOZadDhRL0mV2fLtH59n1xsgt+mY6nc7IP9bMz+pCDJFrgCWiqxerLrJZ9RkmBjrF0ztm/Qx+4Rdogw+dZl1LQ1d8/bK8TaS9jw4bj447avPIg5xMLJZ/bibxwWu9LmW/Y8aRfi2VdOU2GKfVVjDqZiNeDC0P15EEKp4NJWkxZQ1oPRhD4bz7QFjYG8j9R4rcapQWY6YBtNeMoLX3oZrCXgyHNtBR8R61qM96wX14ZcpCtVBb9i4bYSlqfbv+Nw8ZT22Z0ZsMj3lcqKNgXU59sNNkFzJI1WYJsQXf2w/GE3wUbl2WXWtqqQG9AYpI9d2jbxF0wfIft+pRKBR/wNiyTR167drJcGBKqCGGWZ9PkikJNmhwEpc9gEa/XjBuZQvYweh314fFK2JSMN1wwYvgi1xf8b6+EdLWPISlSTOXtK19cEJJI/IGF2YxggmMZGfh6nr6Tn8xHH0Xf31qIgwoa9MaTqRtNVbzVKpvsxUBVdZ838wNbY5W8lQLD30aTg4bMMjI4ge9x+qMDFykejY2Mc6BMCVC6IzuJEZMLz5EQJc6qxsTIexwmJLHiogUdcu57NKi65QzrhVMei32srjmt1HOix7G9q5bL6lm+U88Rli1yuInB99eqp9V5KU2LOnkldSSkVSg6t55IIdntTSejApTE12q+pqB7G7YF8nTT3qguCfSh6TpyAk9p1VNa6QPozyTjo1UZeqxNxcZCu0NVX/JSF8UjSdVsSgJEbXd/T+0LaNuK8t8aTTlkk+7ySPMthY5oSrz95x9ffPnL6ta9xeHrkb/gr3/eXNqmDsDDViaDX8l+OxJazAgJIJNpegU9tSgD5rvWWdV2H7BkRCPfyTzFRbuWmJYGVpGyz5N4xxXcsL034mxKmWcurDgi2IHWIrmtzpV2zNgaaU/RAaOxQZ1PatxMQX3vjSNM3mlPoRkun8gOzU5sOs79bB24V2pg8lm7D3b36sTHb7lXbEtIqxUYH73pp+ifZvvIg5sUp8RB2SpV+NdKdtrLE2m7amD1r0oaARToBW3qvuZTW7G+SXaO5KEonvuSE2W+qLq9dQzLqGMxiPeo9jI6GfnGJK0kEu9WJSv1liTx7y0h02khLbjpZ7d9eJFP7Wd7/UD0zjiuqCaieAz3XYGRRjJqHzhTZasZAx/0kYy6Z4jqLYCyAgY17GtKOQ9H9Ow+NLJ3e3SZIFjAgwMaYDjtuV8xW2EHGsx51K9cF4B0CwOy4T7j2e2Uok9lgqI9Z88OKDASTHkf7PBMx2+rkSo9PB7nhTrgG6gpwVmGsZMX0o3+pnmuFB+84mbizCoAJrhIj5NIZgbExJXTQ0c6lTVL6+BMFqucVVi7rHcfdcCxudCDVhLvyu9WuLVsttn2Q/63c6YPuSq3QRdfQAdFGLzEaoIQ+kH7hNn7ot3Yd3VzvVdwp1nMsVFl5Hp2AlY2iJdmolmzPBUmP/Twf+Kk6cdRzdPSVY5SUbwujG2MVhI2V8m/MUloym7m53qqe41y9NGEtchXzDtZ14nDYePF4hocL2zo1C3OIWZgPBSdxyrctDGIBFfB61bEArWO2nWzT9Tnv5eRn4OaqpNnvjcGxIDuqamX093jYKUlKSHh3o69x0eFjIcw7VEfaInkXd1KYMtNh4/B4pagN3K7HWlGRcCBuiWne2K4LIWa2fcL7lzy+O0qPK7e2a1POmTIWrmvtsus8yE2WDKUzKQpqqhtZ23rTNLK/p2pp9Dof82L8zbV722T0Y1sYHt8HwGTNMa1sZkLz6kQo7EiciC1cr4fY9UXXGEQ3Tuw9K6frGyPgB7eXiXTvGzyOXIoBkqDjr4ERWzSPY+A4R9y7WHesjYiM78Ze5yJd7ONwzn6S7SsPYgDWPWjn6T4Q7UlKQKZ1mHyvyedyq3HZsuOszI3U7+SUeWV2jHWxPBHb7IRmHZRtEh8n3hG0NPcGXdOAvaaK2MzKOSed6JcqF9/VZc6u8OQStSytl5I1hASa02IEEAnAFa4armcWuIyUdKxEY2WZUe9hLNJVnzvRJzs7VvLLIIT9Ed+x6HE5Vsc7Kp/UyDOSUIwTvYE4D0Z7bWVDVg67goUjrgGPeVhtCBtS2+r+4jJb9Sy6B8vwvaRc0cGJMSrjhDuCBdPjHOgOL/uOBz0uY9DhFTjrxbXoZGlBdXvy7Rqz8tex9iBF6JO/MVojaDGQcOsu6vH9dp094Hho8LRb2kdhX3C9ZGWC30AHSxlaW4JRh2OtO2adEJ2DUMB6UuGEtUh0PZE9z4C+sWV7mxhcY8qu9OaoNhnZ6hCQ1bOWGXYKBz3yQdOSHV0HtqO0uRNNws/UmW/EymcvVqaYmVX4n4tr2o5dOzlbo9RcHOvmJdMnap+2LH2xdrWSW9f0XB2PrrAA1y2y7oH3zwtv35948XDleFyJyrwsh5Xj6YoPhRgTJQdlLzJxyuSEaGKs9ONqY1kMKHhrTVAcnmJu4e6+HPUxQJUIbWFL5qR9mGpL73W+EOYiNuwsbIIJfZ2r1Kniok6wsVBSahoac0s5fb+SHSUH2bcgLJOxTilF5nnnk0/eyT2zvuaH64E1ZE3wlUaSc/UsRI41titAQEcl00GC9DvqTLONiTvSSdmuXysNMfx87yZqJa07ANObU/aSUn9vK4PdAhyv17UBE7s+J3y7xoGWum77byxJcaq1aQOvnkd9nuggO6NiYMfGd2GWa+tNNg/vn+8AjY1zoxZm3O7LviNMtoXrOMfl4XHbxHn5sXf/0dtXHsSkovTYQMGWQo+8RwdXXQVvWYO4uBUojo30HI6tyMrV/j72fTF9hE3UbV90Es3DjTTeIPbcWxFjbVPNpLTg7mQSPlTp2/FQhWp867bWhwRoN42tii3kLtSeE2D1UWNTDCVfXeEMvKiBoIxDBzQmOO3uofGiBF1dKbvwMWEz9Btj/NkYkQVHQkolX/qdFzU2d5QwKdJE09XOoFy0rPBQAy910Oq5CZUF6eHhsE6uVharvBtuzhEojXk4MnHb4AcrhYxXLYpr3+WggGTlQ0fN+B7W+DMqsHyn0faZ7gqwYz4yGQy/jz8bGLBeJ3b9jdfgqOcw3Ysf2JT7ss3I6jYmrvbXGGa342bXgLFFIKVS54y6H8CV7VvtGh973N5v1d/FLiug7+Iyq7mKuF21osLN6Hy7t64aa29x6nZNmHBz04nqQOBK5cvkqO9nXp2ks/3puDZGtlYHR9H3lOLZk1iGp1iIsR/plLy0KcmelER/Z20mnnbPlqVj+9i24105cF0nljlxWFY9/vKZTTOj/+ZUGjviVSvT9DBZHTy+CAtSfCvZtHJTNkeP3h0KLjBhr/0OLQHYa0+n1vrAhQZOTB9j+1OKx0VtqZIrGLPjhs+2a8wEzhVyimzXmX2dyDlQiieGzKcvV37mixNf1LmJskEZwNr1Hna93zdjvLq9NZLcKVqmNK2UCqENtNS7jtbD9jEAY887qCXapAAFGWeMTRnfY3xtBM1ZGQL7cC0bBmjhpn3crTquZClbudv7fBrGBLmnauuvhO6fuVM9t7pI27t7HZqBrMot82lzAjp2jQu88ZjBrS6mLaD60pfKEAnxE25feRBTVYSZtcPypjda07UM12mpneYfV7Tt7wwMSpWrw068lR9AToyhUDtRxZAzt7qX7ncZ9rl9nvy0UfWmlMGmUjm7zEqRiVlvHql/+oaoA+MFaap3+bxUZR8PumKwfVsUL1/IXJ2Qj1+rkw76tVH7I7szHh/oF/7M7YQ3Mk+yT11QOqJ2j+MdmV31O7srvCcxVcdrQtO5GC61m+tYPVcstK82ADCeiTHh1Wq/gEZlm2i5A8tEd2fdi5VnvTUNLK0KUu37rFROODbgmSJMmN7o27CPxvBExJFmOiYDiY7OYuSqAlw3aFQG8GEJyfaNobvBftRm9v+b+rfrTAy1920aj+YIpNp1VjtIb3+r4kQa+z3ZNt4/cAuEdypvXOLseunUIwJH9Phnast0swyY7Cp7lZ5IJuCtupMGYCSCIHMhURwcayRWxxlVpyVHeY6UciRnz+PDlXkaUmqVbdh20ZuEUJhiImgTxn0P7EkmYQE0ni15tt03PV5wlSnW5pCMsbQWKKX49t6leLjANO8sh5U0Jaa5x/yHWChFOmOHqOPU6nvJiUSIYGe5UCBHtXRnwrwrIyJgJ0wJFwtpnVrNJEypA54sB9zHDNqAsnfLFtAzWrnF7VQa0BFwFfp16sR2XZK0Odi3mX2b2LfItk1c10lYqyoRFNJu5Ta87UeBBeuvlCic3TiZ1vbc0X49Exr7Mm5NFF5dKylZeWmjaGiia9elWf2t9cW9WWKc2EcdlwEOW+iMdvDdVUpVkXd7jY1VNt7LfXIbMaDaSCes01TtXh+O3wBi9pvPpn2SgRoDMjb2TYjrtS/cLXupNoEv9HHytsRX73SYlqP1k7MxX3kQc1093gvlW3BaKup/z7WzLpVbm5el77aTp6+zMLFR4xIdzUEyruZt0vLDiTQmY6TgP9eGqmcAAQAASURBVFR31wH9yuRYXWdAXpSoXVjFnVGQWOrkKu+0+GEK85EmtAvUmkyeqpdQOToz4IHXNUKNraRkAV9WbjEkbk6o8TsZqBgzYKzMcMtMofsk+/WOwrPPXMks+Nad21fHs0siIixza/F+wvNM4UJpDFNfVQiTsdFFuysiGk7AN1TMad97vJEmpOSTbBWvfwsNLHYBsX2PGZqg80wvW+x67s2SbsGCV6RVPYgjC91Xm2C9gh+bfKUE2XUWDMAvKOsTB6A40wca2+z3UfT7ozYbdGenNPNgsQbVOmk51izX1ngy1NrSeu2eG4XA5oiy68UNjwWkXLRRee8y3/PXZqkdhZlSQpXV5TSsMG2AzK5yJXOooTlQHDKQtwmGchN8dnaZ2WdyrdQayNmRz4HrfuR8jbx6XHl8uDCr8LYMZZh9D5L0PO3EKfNwquJcTIFtnyTNOwe2TXJVLNLBO9WwKEMix7YzIcbChJAJIRNj7m0ITOsyPP/Gam3ny0rjxUOtrfzjY+bVb/8uy+/6DvX7J66/8jXWLx8EfCRPTdLI0dVKcZJjYmF7FE9VlX5jgOw685Wyy/fEaUMRAzShaA8o6brdxtYtkrbIvk5s68S6zmzbzLZOPD0feLpGXoTK7ywzpcB3/JlM5cntZCR92lWY3QjFIdE7X1vwnVzfrpVqRjDxMRv0+Jyexnv3c1uWyvWYKC0GIFFurtHsemhfYzJrj++/32yfK0VD/mRB4+80LPZ6j4iKbdFtC+j+fihb1DdjRuRn09h0oa4xpMYAjWU5Kf32RrJFX9NLX7ebzQ/Qw1Yr3Szxsdf8uO2rD2I0CXMrYN2kRysXoGm7Viqi2TxLpaWLemjajqxQ1JCnJQ9afa+j1G4TNl3GSLVZjTENz7d6bn9NF9pmpMyzU1gVuEjVtN6IwgDeqfNicZ7HEod2Aa6tTiyJtCJlJomC7uBkxrfJ1xxMqyJns+IK63Rrux47DGf5ABUO3wI2AxdvXZagMCc5OE9u5wlpyrdU37IRdld56zNvh0v87FJbUdlNeKqR5xp4VSPWKyrgeFbdkAe+43a10nqstUJqt5bRoq4NAnLsqliNoTEmoscREGYy0y4g7gOMaXEy8J7CAcdJj4kBIjvXO5UDIkgWJ1MHoXYtrO15vYxlYlj0aNhAdCuK7WA8DO83lvYMxAur01do1tg0hkoa7NJeNWJB+yBZVEFBXICSUuwaS3Qurn23TOXsClN1bfA8a1lwd7WJH5ca2qSSamkN8czJsZLb5FCoPLNTHLwHXjC3Hkq2Os9YSQGWKgsCs2if9Bvn6qF48uYoZSJlKR89qnYl+EJYCvOc2DYZSoOyKXFKnGKSJoo5kJMwMzkFUg7su7I0WZga60E06lNASjP2X9SeR8bAWENJnLQz8KHeABoXOhD64H1jVsGwvN4d95YVU/Y+LXTxrSQEF8JtYN6PQsrQ9q3ctTOw8lNR9iVtkiWTc2C9LKzXhazxFt4XXr64cjzsrHvkco3wbmYvhR/6tYGTgGsuI7sGAo5Tjc2dNpZqftR2X+oxi3X7u/5ouTOxinXaUtMvJC6usxj2PnZtGmMIt1WA9nvt+zHuq4FwUFBEH7dsjBK+sjbeZ6I7jMZU3nZudYFsc9Q8jBnjZvOczVFwW/YysS43z7tdpMNQxdDXjkaKsWRvTPRPun3lQYxdFxYBbxNv1xjogb5bGQKaMtrtwdDBjIh1u45ivJdH/cPIsBiyNcrN7Mq3rIymCw8rypH5cDpwU+HJpbZKrRSoXR+zkdvFKx2r+wRpZazsJNjM7Nv22YlOSe70fJn2/el6HdtsAkoKGgzQoN//3BB7Bz72Pk1/Uh0viCz4pnNIuqLeNRDq7JKidpnIbGIae4O8cTK4vagTxxoI+GYpn1QEvboi4KgsjC3mLdHYAIWJS2fVH11Uh2M3qQmnd1PZgjJX8r0i0idKJtradDu1Bt7rHsdh5WJuLxMC23/XShNO22OFzhJaNklS8JmozYVzb3ucdJ8Pw3kdV0F2XhLqfLJJST//mnppaPHWE0nPoa+sxTeQsxWxhBtDlCt8SeZLn1r2x73lchy4jeFDdS3ATWfjncLZpbY6dFX0A0cXWavciRcSyfmbADLL6fit+YGv18h33c6vhTPv3MbqAqlWthIpNbJXR9o9e5GMqPM18niaefXizLJIzsm8bG1ib8AjdOCRNaI/pUjaI3uK5CQlo5Q0ur84cvFNOOxDaeAjxNwEvL6F2XlCvLUqW2uDEbAIAPFUl3s7Cv37+buvKdeJvE5cvzxRi+9sC7T8Ga+BeTXLoNjC8RTctN8VmFhnboC8TQJUlNnxXsXPyZPWSbRF68R2XbheDqS9vz7EwsKG95EQMsuUWKZM+cGR/7VUVp81Xbd/X1vUydjaAcz49/Fau2dgbBsbP45i3/F9ruruzE6co7ioY5sCbgURBmBMwDvhNXajW7Bd7Y4lj6PU3gup61dMMuAHph2y0+ufHpRX9b4y27RlSYEsCDdqG8vk+R2AlLvHLIPKyr2dkUdZY1voWZ89Hafc7aKpazRvE7fHOXQ0iPwk21cexDxnR3K9hGQMi4mHRreN/WuAptFodTxxVhKQ7ULPcTEA5LitHY7bfRy6TUAeWo5LuJtMV1c5VcehyqXsAVcjBxekKZ1LOpEWziQe69RAiCy0nDI4urpVJH+qppbv7IvtnZVGElLz7V2wO/VorxtFWmO5SADR7Xe1Cx99/jq84tklig4GzTpZC6sG/IXhhh6pYRmwagM+Jt77gbvy4CY8jldlYia0Fb4xTbKfOuFq+FNU0a9H+zM5OS9AK1mh3/Wq5QmgWRVHEd2oZ5r0ZjdAZKWN8bsZeOr1Y7FCS2ibUwDSj+dVQU8vm6HODbVCVsmkYRiorw32ehY+DKqygcy+41ZpTShthWRpupJb4wkO5lC7TsnXVrrddT/PFN566RJtE8SMZ6m9B0zCmMZ80x03IWmldv+ICFPYmZ3Cqd4OZRbfvrrcVuvWJbhQeWDip/ORn6mR17HyaY28Ti/5dX/ljd946zY2X8hVeiJtWl5KNbDnbi1+Ua48Rin1jCDDJmphUBKLClvTHpWd8eybiFfTHoWR2WNreVKKZ13nG93ICEzssaCszP1zxlYE9n5ycWe8FzFtqZXrlw9c355ARb/BxLsObWsgdZOC1xKSF82Mz6p1qdpPiZ7mWyXzpWQR/qYtktZJ2Kh1xtxOaddO2dWxXmcFeMJc7dvE5bKwbnNjqryXJOT354la4YEok3kt7R424FDQ8vKAS8Zgu/F3u57s9U3/ondBL5ffgh+gNZUUd1JRw4DqLl3FfwQcWTgdjiYyboxS7d/DdIxjnpe8bFh8uA5UxsdtAbsMj4/WZVdlcVu1PmsyhzqMLzYHwu3YbixT1wr2RWuhR24keoWiZ2nd6gttQQ+3AChxP3P+6O0rD2KOvk+a5yoHdXEdVXax7a0IF24nZKO8NoqWU7pwCV1tGyodN5vsbcV8RXqs2EUm7y2MR70bpAqwOmlkZqJQm0Q9kiEzlYngHE9ubyFKZj90wBnJ5V30pigVqrUpoLNHK5L86xGBrIGwMYEURIdix6MPBq4dPxgHAlr5xWzbk8K8rO95cbkBq6sKNjdXmhp/dblN5ibcO9Uo/UVqv203upVWtA6hMTUex1u/E2rS7reOA5NmLsCz6l6qMhkHAP1bdVJ+2BAA45wNCHLN5DuAY2FZjwRi9aq9kNC9ufqW49CaCKp4GTpw6OLf0vbx6grPBnaqU0ZLgJg1Da13gwG6fxddcaFn7uoKUc/zfjfIGstj4PqZrvGqWMPL2twNWx2cVMWx+DHM3M6NlAy/UHBwrJGjDj1+ADCNyXR9Ytlc4VWdCdXxzm3NxupxXEhMKt4dXSemdxkp9FFQuBD4+fTIb4+O45R4+SCM0IvnicPlyLdr5Id+7YsDotzrNSjI8LiL7P++B67rxOm4cnq4siwrIYjI1jZn5R5fmRdNns2epOUlAzVpl7LKvk2s69SAkkzyEuEvuhixPu9eQFCMSYTCU9K/VUrpeTIGaHLVPke+wB4ao+ND0f/M/uxAAYpzMrFVLe+YI6pqiQinQl8tWVVtbSClI0vzlf+268J2nbleFgFuKQgA0u9YihyDbRdR7/my8OX7A5c1MMXKw2FnS57rLouAVzXwWCMXn1hrIiIAwloRGIs96l9sux+nR0bGrr376+bmuVVAkAGdNNwTxsrYosrpcyfdLyuFjsDIgMz4ufYcmUN8K//3/bstEY0lHPt93MYU34nbSAVrr2HsTRzeD/qYcM/A2wJoZLJ2nc9sDrnd59ttLJnZHGsVjJ90+8qDmHNxLEhzvmNV4aEzDXc/6TPj6lNXnbUzNM0lQuCZwrPSlA7HdXiOrcBHhgNUmDs87+pMx9EnNVs9G1NgoOVI17REer8QV+2ik0F8Vgbhnds5KyAIznElk/EfJDsKM5OlQddww296o4Xa7ayHGmRCrFms09XxsgZOeKw8ZKWOezDzTOGHvjdaMIfJldxW0E9ub6UxE8FZWuZJNQtAsx3ainxRVsMEfXaMI77pKEDYCTtuF1c4Vnjn88Cs+OZ6yVTe+3pzc1qWyP3AcFHGYMK3XBKP4+xSiwsvOvEWB6vLHGtgRtpBCJuTm31yweMHp4NcjwK0Vv2cA76BrF2B4Jiw+aA9WJ7bMROQ+c4nsk7uj20FeVtCNdHfpiDT9FPNdq+6ERt0H2rkVZHr4Fphyr10VYA3FL6rgODJ7SwESVrFwsd6xotj7DwtmwA/OX9yDqW/TcS3BYUNglaSupLb9WLx8LbPM4GXdeannedrL688nrZmCc7F8fU94NJELPA9L+frrdtZa2GrkbVErsXzcvOseeIUA+seWLeJbZ94fIicHs6cHhOzOogMRJgA1gDOQp+8LXdl3yPbOjdQYzZj22p1pBSJqrJKGibnfMXtUdN/c+vF5ENtPztXqc7hgifE1F53oy6FG8t0B1J3JSQtGY02bNO4lBRUB2OOIymhpT3of5Hz85HrVdKZDoe1Jfhu+8TT04Hn88J5nbiunqfd83R1hKfIwcNTgTdkvvA7O4WHGnnvBMIGvV6CgolRvDsyuB8DJ6lde50ZifhWShqfF51vgl5L5pUuzlkXbzL+GGBBr+0xVfpjQt7APVDpEoORbRo3G9ftnrEFmT029kMaNSpdCNG3rsvrwEXhKyDzT6YbPWzsMM0k9Dmz0stQH2pm+vG3b2MldWFx7g76j9m+8iBm1ALMfvy5tiRRj5aMXKe/rBRkdTzbPPACsfL62lfjGakxrk4j/Z2sWMXSdluCsCjspCDIclra3xUNS+5AbfkWkd7V2sS/BaEGH+jN7o4adGeUPMpgFFc51NAoUHv+1RVO1evk0rNkJBwv8qVLvPPS7u6TOnFG9CgvquUs3LJNVve0v73XurWtJEQEK0F2MviIMPNUI49MmCjP3xy3Dyc6cScI6zTprW03hmWALARWxKWyKBDblblwei4k6KlbLlc/pHailkk9P8bkgOh1rE6ddcK35nMTIkquHmVTQhMoS5rs3iZaqYV7TjU0rU/Qz3RUFi0lripKNqZFSlR94JsG1kZ+l8ePCOOSqqcMV7Oxa+FuFWXXxNUVAcCu646w44Zkb7xzG29dFDZkoK6TK1xc5kxqDNqCnAMT0CbK8J7WU0p7wtTIA7FNLA7HoQaOxAZ8TesgTpAuoAz6XKP1n3UInQm8qBPfygfeA3/jzYGfrY5XL8Rx9Cpkpqnw8H7mkzXyKkd+4BJf+k2dgJXkK9cauNbAQ3Y85MCmgt9NWZmXW2TfJ04PF+ZlYzlsHVRYtkuwnkdDHkt15BRJ+7X1IzJRsIGZD9NuhQHxrqj2JrRS0G02lkT9B039HTd7j5I8fullIvmblpYcLaSuVmFecGZdl15PaYvyd20OWXS/0ybZL8LCHLheFi6XA9frTAyZg3b23reJpHqgacpMKbA6T6qOdxS+dFnGDd3/Qw38lnpip/Idf+FLv7GSwPXgO+uhtJKExaNro8b/bLP7wIIUR8BzU2qqt41CrW2Mvd7A//ieI1tY7/42ZnuNn9XY7nrLFNn9L3qx7sw00BLu3pdhvhgdR9BD+ew+s/c3fWPAtX5wI+zZ2zF2Td8yjtNyfISl9YguchxDOkvajR8gC6inj7A2P2r7yoMYEPZl02tqBDLWLbei9tbaafOxHuiGx2yTup+wAE9VLL4OoeEk0lmws7mBrCOxgRurH1oo2T68ryXrXm96wvSGWhmphY7pvShTYBOPARgDWMDAJlg6ZO+SnKlaapJJfVJAtzoBay9q1DA0C5WyZpODewWrZfZsla4JqRgkWZWmR4/5oqtrY5Nsv2xLCjxG+tYhN7aVoi6kmyTM3QmI8dXdlNmsVHEmtY61NiEYQ0CllbG0ZHwzsFxcH/YctAaD1NKAikfYg0RhcbGdx0gXo44D2EV7ANm808/RxIaIkYurrFWOw65lrlP1XXfkBPBuZG1maCXEzm5kBcUFeHK5MSsvq5TX7HhWhOExRmkEv/IdC6EGri7z1m2cXeKoThAr50yIuHKqnpea72zgUuhxT3GFldRWyiNzNulqNjvTL0UFT3JujgqiDdzJQiK3DA/7fDvOXysH/q8c+fzVRgyFGAohSD7LPO0wwTInppg5XSYezhOfrRNvGpjZeXZJtFO1KJiR/Jf1HHmxO/YkgOb5fMC512x75OG08umnb3l88czhuCoQgWnZiHNSZ1Ehp0CcdkJMnQFR0JBNY6KC16xZLM7R2hJQxfHjrZ+SsjBA+4xanWhbquudsO3ycfJ56quW/kgBKFoq0pRdqSHpoqt48h7I20TWMpLtY9qjgJsk9unGMKWo5aKZTctG3hfWbZKeUgqC3l8D30vwA5d41q7a5jg6VN8WdQCH/MCv4fmBu3LR8cVcRR53m8LLbcfpj5U5bBvZEPs3VscndWnAdtSIjCzJKOQ17ZYxMfswwpk2b5z8bRFpC0q7d7qKz9loddOo0WQKoZpryITF+jjdtTRyHfdj7nhEjHUZk43T8Hxzh826X719jsCjUTdj+5mV6bfzZ4aTJ2TxZKL8n2T7yoOYjU63dZeR6y1EkMesIZaJkqw+N/5sJ2M82av+vtD1Kjap2MC60x1GsUoS7cXJyiBXpx1L1ctfJQHWclwsAdIaBzrUPVQdr9pqXVbTe4UfqOtjvJnaTerAW9MyBSjGJZxduXEhFWj9i2a8AiVlb9yw4qDXdM2iZ30xDLkXugBuU3o162q7HbNB67DrRGv7YWyHgQwbDPT/m93QK/gr+pjtlw0aTUCmN8+FxKNOrvc27YN2CTdrrlG/xnaYxdI6+hrosc+1bSawkqhOvu+mwOYecO0Ulho4EKjAioDQd27HO9eYqeIqF6SsMlWnduTOVrR+LDVTnRDRVycllrNLrC438aExGaI32ZlcP743VLZePnZObLNSH876T8n7VlLrBTPmCRmw3BHGymvmhTzP6/UOO5JCKmCt61vsOyYdcoNzLFUZLydnu61gHVxqB0enGvl6mSWcbPccD4kXGmA3z6kl8gYKr8Izp6M4kF6cZ14/T3yyTXyRI9/1G+/dzltlmq41cqme5xK4roHH5DleAw9HaXXy/hKpPHD69iu+9smFr3/2juPpwrzshMtCnBKH07W5mKyNQAi5i3NvZ5vm+rGyj9ek4KwsRpw7CJImjv282WscYgeXx1TnUo2V0WnSWCJPax0AvUyUtkhO0jYgpygaGAM1Gp6XUyAlKSHtexQm5jqTFJBdtsiXT7P2pqq8v0S+TI4zouUyvdrLEls45YxrHd5tUj0RyOXAOSTec5voa80h79mNUSczjpc/Sq/Sf5axwcpFicJR2cFEaeGL9nwD9Lbdl4nauQFN73YNGFFvWTNzWso91ReVBhFGk4JVAcwM0DWJ7VLS/ekAyMDOWDmwbaP3pYNb+YU5WW1st29kKfVSWnLNuVkGN1mGlvV1dnYt/p9MzM1mh2OrtzYys6naAQYrsbj2ulH4VO7ezy6MCLhqaLof/M2VBhSirnJNPGpbcZIuWpyEF+2utIvYJuSIilr1gk7ctjm3d7vqDSXP6QBE9rW2kpIBAJusbLUwOQmYM8eMKd+jgjy7aE/VN9Dn6Jkpo7B0pjuJMoWkYjfTiBj4Mh3KhFfGJTdBJXQwAShD0BkT0/DY6t7jcC4QqyNUf2OttMFl0lwYYyQMnBxqFwJDH9SsQ/J4vkL1LNU3fQnQwEeoU2PAVp2M7f0XAqlKea8M18FObmxUpa9smstBB8Ls1f3jYKG0vk/JdaumXb3Vec5YxyfRCK0us5KbqDZUR3KlsWB+ODf2ujKsAm0zZsuuq6UGikvtOZacK8ySCR9NY9WvufH9RmGhlZ3GTKOo59mOtx0bA22WCwN90SLXtazYT0iJ9anCYQvM10gMEkJnrAXIRO5DZQk7U0wsy87xMPNwnnl8nnjcF77nAl+6XQfdxIakNV+r55I9P+0dMVSWaadWx3n1fLlG3n73kTfvjrx6XHk4rRwOKw8PF/ZNSk9x3iV917QmRUCFj2ZxLk1sC73EY3RhmV17/H4bM2gkP6a/dnxPqpSBvIbq2WeOeoq8DY6jHGRxkwJZGZa0xZ6NoyJd6ScVuF4XrteF82Vm3SKlOK7J85wdkzLmX1K4aPn5kxpbSd8Y6Rk4Bekmbs02a5Xy6alGnm2h4LpQ1q7VsVw0gpPxOR9jZjrjIqzOG1bM5tzuA+WkV4Q1LYhmzx6zNhnd/l3bpG8LXLtuPbbYkgThbmeWBa41ftQpX19H+9fuO+iiXVtUQ5+7+nHtz3HtdR+6k6zHkh/e17ZEN9G0sjK3LIxrn6cleL2n3/rMpuPlqAv6SbavPIgxNmB0ItnptRKOpzcArNzW91quDJ2JsQswDSe+b1J8WlX34quACxtsbaBOClpsswmE6iharlj1z9Za3jualU4yPDx2AWdXu5i3Op3YSrPEZp2sExKEN26ZTv2fSSxqXZWJJIiewhUOg5jUtCRjxouVy6xMZ6zKoQbeq7Yg1B5QZitn2QcZPKy8gb7ezoOdC/QbjzqiQGB1DBOrPOuiZQorQ63kNrGOgjug/d7TJDvIW/ST7RxZqJTRotBXdR7JHzlz9z1cdylUPT5PaoV+YLpZudlrxuwbs1EayLk6sZ0famgMFtD2b6fw7FITvl4xsCjnduwjZMfUWA8b3I1ZqvSBx3Qst/RwbYzV6rod3tgYu2fOVopBXFejNsHYKQMwdv2cauRg5To9XdYwz1VYByYqVtdEv/a+pxpbVtCTT+Ra2VPg+m7mzfNE9JVPX2wsc2KeEvOcND1XJu9l2Qi+MMXMMmUOzzOv1sAPc+QH5JYw/d7vbDVQSuRnvePFw1XaCMSCcwvTXnnePd9/juQM755n4AWvX1z55jfeUIpnOaxMU5Iguj20fki1Zqp3+OjwtUDoWppae2jcelnIu4TR+VhaCUmHpMbg+CitBUK4BTBSBqKjoOKEzfNZsmJAmRcd8VxtAKbkIA0dk5SPitqt0x5Yrwu72qdTDqQkWTiXNXLZBMBcqvQOs7L5XAMnnDhJnSg3Zi8tGuZQiLGSs+O8heaEKUjQ5UONrOTG+tr9Obp/4BZMjPeebeO92LQpOsZIKUnA0oxq2egpvcJ6yDhj4/c0XJc21hiosOdkiv4HxfnGjIzuSTlGvs1nttDt2rghhsGJVvOgZgHTU8r3QrVkpmusFLrMwBb4o/mkC4Vdez/7fPvd5kQ7bnZUOxHQS9pTHRsUyz56rZb8pNtXHsTsmPixB+90FTfDAbbyT//X6noTkjBqbQRM7+HuDnQZ/jX9ybMrrfQAfZXYJgAFM2YzNcpexx0dvPsg7VwgI1H7blhy5eFCWGrgsYrj56rOFZuARu1BQNiE0i5OmcgqUl45OykLfKaFpjduw+nqWMoQM0ZBmj07U3HOsQ/HxkSZBdEzXNjFpq7R/2O+y1iGsNpwOyB0Zkm0PjRwIfqIkeIUrUqrmdfuirFJd3W5ld4WZXwMABhNa5/XUjsHsbHX34urLfvBNDGu0hJEx0wbm7AnZQgMSNzX6W1fsquttm6HwSNBWFI2qU2f0EG6/B71fY19gj7Q5eHznl1i0RJTY6OqDXC3qaEGdkaXWA9cNNsp6pQTdgctP4pGSVirhXCzDzOBFtWu9fLbwa9PKNGObxtwKwuRGXEs2Xc23cyxRsnY0TLiRuXbtRKSBBN++YMDj7Hy4pB5OOycjhsxSi8kK+2cjoVpkq7Wy/PM6Rr5ZPc85cAXZH7opVT3xhf+0jqTvv2Kn/36MylJSSlXOMTKSa/1lBw/vEZ+8Cy26tfnA4fDxuF45XBcW6PHEDMhJgE0WTJnyEEyU+xa18yZ9XxgW6eWP7McVg6n603Kb8+BUbAztJt3SGnJaynLx6yNHu1GHsaxlvYLJYvrKCg48klEuts6sV4X1nXiui6sW+RynUjZcV0D5z1wyZJlNAOvPHz+cuP9ZeLLTVqLHEMlhsrkC9NUmUJp4O2Sg0gBdLc+IXAocg1/4a4f3E83QtkBUNjfbbu3Y9u1b3+7Z3MKok8r1ZidnvFiC5hSu1PKFnH3CxavwKAOY3OmT+5moCj0jCnbAr7rYNxtiB3I+HzvROqhppbfooyMvm921tpAWHYb66Gz7gXRUTqNaxB7uV1NXY9pzzUwZgt4q4AsRZhSWwDlO2rgx21feRBjp85xC2DsMQMLcJsgWBSwJKpGpCvjQW3Jh2MtEUbxlNwwm6JzmwB3V29AigGXcRtXA+ONJwBHm1Lq566uF6Zscgu4BoyOGm+0km/e1z7HhkGbDIwc3donSu7JGzZeVSsQmc6lcnFJrNf63c46GR417t+s4gKU5Ng9s/NYJ07E1vvDarbFVU7ExgaY1dpWHpWuQTFmS3rjWMuA3lsqAL52GZzHQVVh6eAcsM/YdRAyXUfTL2nJCScTsmlfPkZ5Fnd/NuVmN7u3HWsbBA81NFA1Pj4Okva7DYoCHDJVy4FeNVU2gNn7ZYRpGS3NO6UNlva9S60cCVo2k+sh4ltM+kpujMi4IrX9MgBq7MloGzXH1mVg145a1jFhuzEvcj3ldm2mYRVtINsa65l9Nisg3DQ1da6eE5ELqQ3AjSKv3d13wLWFDUh7h+cE1+fItjvWPXCYE/McOR42pijx/vOkTRdd5bBkXuyedQ+8ukRepYUfkHnyIgD+f2TP3/jOA584x7kqq5t903HMXhiGtTi+9+bI82XieEgcl42H05XTw5V53jgcV2YVAE9zYi++6WYsndfKOLW4Fri3XmdKcSoWTszLjp+3xjAJUzKL3dtVaZewbPiY8MoAtVKTt+wY9DG9H6zbtS/UKn2PWsJwyPigLkjtWl0rrHvg+Rq4aOrz4isvhsai7y8TwVU+nXvo3hQrxyVxWKQ8t++ByxZIWYDuydemd/TF8Vgi70OQFiZsnBQGjBbqD+5dfrRT6fY6/DC8bgRGzfmpTKeN98bgVESfZvfyOJZkxJVo9+ZEaIYR+xwT6u6gWkpdRNZK1OeOWWKmWbTX2XzVWe0uk7A8K4bPtCa89jmWam69/NDHMrU1J95MLlCdApxbQLW3UltvNSLfX+7JGQ1X/Am3rzyIsQETBiEvH4IV20L7t3flPGPR1QwH3LQCHZiMVuqd2oLPumpcthETO2gr2fvJrLQLsOikJYDE3DKNlqy3gtJMvXHifFjyGq19nn0AObYSKPQL+eIyk4o1PcJKZCcAx7Qu8v2VsnRVm2HWpoex8saR2ACMFMPqDVNl+2YlD7Ptis5dz5mrLPpZ9wPN2EsEaGW18X3tuE9qhQ9VmA1bRSwD+GnlOmqL08h0duNer3M/EE7DoNQzUOrNa+17mV7ISkbt81wl1Nv6uQX9NbeP8w0824AZVIBo+3UPu0yXtKM5QPTyqQ2wVyfX3NXlNkDfl75c7c/vLF8H4CuZicADk3yvu2sXuAEzMliXVoIzUAn9vrGmoB7Hz5QHfiYf+BqeJyp/zV957/ZWdpPPiwJ0FOBGBw9BGlW+rpJIfClwTh63QgyFqWa1NfuW7TLPO8EXWfFrPswyZQ7niU92z/fzzBfaefs7buP7WIdg187xhGMq5mR07Kvn3TazPE28WGYejgeO73dev3pi2wRoHI4rD49npmXDh0ou0lOsZEfaJ85PRwmR07YG1+ss5bB55/hwke+hziCzWk/zjguFadkJc5IS05xEBxNqdz25ivMifI5ua1brrLVqExGX7Nk2YYKKinoN1OTs2LbIvkvT0NeHwjJnogKYlB3nayRXx3HJrcTlnZyLqCJk7yvLkvj8G19SsucHX75o1/N1DRzPE9dtYi+V4itX1cf4u3vjfrtnZEbZwH25aRynjdHZVAfjcDzUSNbSdXudk1KXjShr4/llGxvQ7spqx+obC2KbMdDyvlnGYmQRJmxzfx9zFFn5e28TkDAuNi+Oi/DOhvTHxopDdZJiLmWq7kqyzxs/u5q4mA6aAnBQ1qYgIas9+b2X8z8GNH/U9pUHMePJuNe1iF7Gmv1J2clOV79QusvIHi9ubLTX0eyYxGiPj3VLm5xGoGKTn13cxkJIlkxtF3CbyF23ue0qFhOWwLQQtNd3qt631gGjANf28bbD6+3fTDwmLhnJoDmp3XZ3peW9eFwL+ruSyb6277ojTo5MYak9/Lop4o3m1zC1foyEyrbShbW0X2oYjk0HLRWxnbeGkZSbyRBa5aVNnuNqyTYDR2ZTH0WslgY83vitP0p17MqQTPiWJDu+1sp7sXr5ufaylwEY48EK2plcX+cVbIwMiYkJjX2x7w2mBROdyshsjatJu1Z7OFxox78ixy1oWcw+cwSORo2P1251qh9CmC1hXwQsHpi0Oal+hl74th/mYrJz8zFXR9HnvK4zP5eP/NxSOZ4ylw386nldJ9aaG2Uv4l70/fX8A1H1FSFUXvjKunkue2BNHs7iWouhMEUV2IYizMCcmIAperyn2bWXdeKwBh7Wid+onicn94Y5RQ7qPDQHpH2XDTEdTNmxXiLv1sAnp8C6RqYp8/rlsyb5Rk6PF9HNaNpuLY7z85HnpxPPT0fWbSZri4hlTsQggXibr+QkJSYWES8Lc1OZjithSfiQRUQ8JRH/hoLZq6lq59bGkSV7QvLk5IkxtZTeEDIleGWJYFulScu6TeTieP1ykwaZQ1+oWh1Jk3vnWDgedkp12lhUHFYGYmp1TDHx4oUck2XZ2VPgcjlQy0L0kZ+Jjld54WWKEKWXmpUsR3Bi28is3GtkRnAzgvTxeeO9tJOB2JxLrsqiSxLFZfF1dn3R2HUyBiIk+fdYg7bJsPui39NjmXVcmVzJjf3o94waLarnQm7i96ZlbOOnff/bkrOx9A7XGZlhcQxa2sIWyrdzjMyNTj2gNgd3ZsceG00h9thPun3lQcz95rjtc2R9kERFfVs1lN5BekG724Pf9S+1TXi2NZEuHbhcdULsAKrrMEyHYJPheBHcMzT7UAIaKVLv3M1EbZocK7PYxXQc6M5RpHm/3T9mzMGz2nShAwC7Ce2GGkGSBTxZAFynUW83E6oCLenWjquBiYUgLhN1aclxy+0Yt+NPL70ciaKfqL2sYNuY12NNJk1YfKihlWpG8HkiSvpuO7vyPvY9HbT2B556AzZM1GqgyADJbehbF9natWGbq/0aNC2PtWCwcptdK/Y+FxLWFPKkOSutuSajFqmfi3GgHjtDF9dLUZIH011wdhzGHIygYKuJHV0la7V70mP0no3ofANjDN9hxrcJwvxq9refykd+W535O775TAiF988zKUeuem1FXWsea+DTEjkiLMyEsDCzt75DAkIOS+Z4gM+0RHNdI+seyO8P1Oo4HVc5NqFot+4KEZYqzQm9LxyWxMMeOZ4nPrkG3u4TX9TCWVtPSJuIwAM91j04+86D4aA4fvAceXeJvDpJKet8WZimzMPTlWVIuL2cj6zrxLpJ5krS/Jh5SjcdsEMQ5sWC6pwvxFlFxKGKlkUBzHBpC5Cpkt7rjHJzlbjskuhbfCs5OY0uz2qfnkiUIk0uT8eNT1+vzdZdrIt18dJ/S7uAP5xWJs3JEXATWldw60dVK1zOR/meixz/bZs4LImfOW6EUFm3yOP3Hqn5kV8NnjduxZiYjzEr47hxz8DYPSrJ27di4PE+8jg253gmNXbhkYlYpaS6ktUlJ4y0xQ10ENRFsxcnsMWY7Dzs67iQGDUnMrRJvlJUwGzj2/7RhZrd7zTn7P1mpaBxHIKu7TRtqNcFpVPwuQ7Xc3aVtfaMNPvsbqzR71Y76fC3tHfSf/vf/rf8a//av8Yv/dIv8Z3vfIf/4r/4L/jH/rF/rP291sqf/tN/mn//3//3efPmDb/39/5e/p1/59/h7/w7/872nHVd+VN/6k/xn/1n/xmXy4V/8B/8B/l3/91/l5/92Z9tz3nz5g1//I//cf7L//K/BOAP/aE/xL/1b/1bvH79+je1v4Xebdq8POZYGoW95ebnenNhba5Qby74WxQ+riKhi3NtMF9dvjkpRvGZlXikOa3lgT2vC1VvbzQBPbe6gbbq19LIeodn7WIMVSaiA6E5dmz/7+lTW213MCXbhfSBgHzMermvMXsFUCboxElZ6jKwHTO+sTnYuTINDEUdWKmxMqMN+VR7WJ6dh5mu4Lf6q7ATHcBsrnCmW6JXcmN/pGwj+zI1xkPOS3GlBeZ5HBfNprDvbsLS4FzT0pjNMuk1IY06O2jpDgUR8/ak5n5MLOfFHsuu9glHj7MxMI0VGY6jlEl7Ccc+/x7Qmh10BFntunC1Ac1ZNUwCdkybUxvQtfNqZaWzS82ZFHA8tDVaX9FK+el2srB7aSHwf8knfvuLncN8ZZ4S2x5Zt8BahpKNsmIzgUc8j84xu8rsIQYBMMFXppgFwCwb05QJmpny4lEniRy4XCfePx9kgnUy0npfCDEzxUTYC1P0pByYpkwMmWWaWC6R0xZ4nyPPVN65zHuXiTVwco6D7ke8a9bohPgA4LwGruuJZS6clsTzeRHWZ9kbuNlTaHEiIdQ22e8pUi86PhRpaSB9nQbAH3KzUeOqZsEIeKnZq4J6cDBZRk3QMpOrrY+SdNtOTFPgcj7w/HRi2yKn01VcXgq8rNRUihyztAdCqJzixrJIEKG1ghgZGaBl2ow9oXwonI4r87wTVfj7fD7wtZcTv+3LAyE98FejjFlmShgXgSMg+XFlDNPj3T9/ZGasrCSJ0eFmDN5d4YduvVm02L1gi0pZJJj4V7JT7Pm2v2NjStuayNg5YTbdUOZzNPAwbibKl+9xy4aClpu1fNWDUfW+cD2Ez+QDO/XGbDLhbpihUFXkzO1C3Y6QLb2mu/3839p+0yDm+fmZ3/W7fhf/9D/9T/NP/BP/xAd//7N/9s/yr//r/zq/8Au/wO/4Hb+Df/lf/pf5h//hf5hf/uVf5sULqV/+iT/xJ/jzf/7P85//5/85n332GX/yT/5J/uAf/IP80i/9EkHFYH/kj/wRfu3Xfo2/8Bf+AgB/9I/+Uf7Jf/Kf5M//+T//m9pfWb1ZX4bbbJjRdm3baD+zf8co5hHAjFZb+ND5kRHxq2kNCg6h0WsDBrb1n0fx2Id/l0nK3qffVAZGjB78GKqWztVRHRo9VVXaFAhAGG86A0pGydsxuEfJtr+xfmhXtH8tB8Uuz7OCIGONzMliqwLbLBVz0bYBs2a0mCDYRGxjGmU/370OO3Yet9XvXiHXwFOtfOk8k/M8qf18dVmZstuacHY9rO3sEledcEc9R0Uo11Bdy/5pAX0I62erMmPlUqWxG42tU2GulY+gC5ETpUXw3w9mNqDuqIPBdXBk18F4dY1DxghaDUQGeobOsfbq/agziLUDabkWygf3QxgmDXuuCYLzcH0XFxqgG1err+rM7ygLf9urjZ/95hvilMnJsydtJulhuUpc/3uC9JpSDcrBV5ZQOc6a1Otlso+xEIOJSGsLmWs5KsDpdOV8PlCKb00SQVNwJ3EMpT02G3HQcskyZx62wItr5P0aOObIF2Teugw18LUCp6WwzIUpFry77VRdq5NO4FrSeb5OuDXqvh7xruqk3ZOGj4dNnE2a8xKUxZjmneWwMc8707IxzTtx2VtQXtnlWi/VNTu20+9qLqVaXK/HgiYCl+5UAsKUCVlcVdO08+q1lL5G4JSzJwexYktDSscyb8RJQOE07+LCQuzb8prO1LXGlq62pGPnKk4bZ54vC++fD7x7nrjox35aFq4u8o6ttTo51IB3ToDHsOgyxsUs2MBNyf2+pFR0ITFats2ttDvLh5GyTCbr+F2bxsxYxp5flRtbeuvu6UySG363e9zuMXuuVhUxZ1Og268rEgg5lpHMjGHbpOnp8n7CCtnsMOEbOEqIqNdhkQxy/AoyDo4C39sqg2wWH2E2ccdvxmD9/wWI+QN/4A/wB/7AH/jo32qt/Jv/5r/Jv/Qv/Uv84//4Pw7Af/gf/od8/vnn/Kf/6X/KH/tjf4y3b9/y5/7cn+M/+o/+I/6hf+gfAuA//o//Y771rW/xX//X/zW///f/fv7yX/7L/IW/8Bf47//7/57f+3t/LwD/wX/wH/D7ft/v45d/+Zf5nb/zd37w2eu6sq5r+/3du3cASqWPFrKeqHtPvVsTQxM3VXog0KzhaePWLhjXkTJ0HYLpNu5ZiTG235B19+Lf2qBtGy2BH2vv/jEK9HZfRaNx0BCxhZ7LYnkqoTqCu4d1tgrOOhH27ZZBGlY3rkd+G4PR3DmKxm3ytpt/TO61lYd0YJaztRD4tEwt78DKgeZEkufojeBgcrB4sWd6qpYAZKIDKAXW5EnF8Vjg0zrxVCLvmHnvc2s4aGWdMSRPvpccT/sek2bPdMAqDpujJsraReZxeOcaEGyrL4RBupCJSGnwqDBs1Iksg2ZlvE5aRoS+j5RTaK+xa3xk8OwaMe3QaEm3c9oEyJWbz/mYNmAcQEfhsgEW+VcSjO1zJywbppcmTXB9JjWAe6qRnyozv+Xlzudfe9/cO9b1OYYs2omw8PRubvszV3EEzap/sbyXqA4cW7mHIK4jAynhrq9ReCw8PR97bx/VcgBM8y6AZi8EH/GpSLbMlAlhInhZqW5Xict/T+ZCJVffgu2CL8yzsDjTlG/ADPRVtblz9iQdtWPIzFPi4UFYKR+KNoFMxJhbryZzKC2nq+xvHBYr2bcUXis3WcNHFwo+ecKcu8gX8FMmlE0cn1Yayp6ctLSmzEgeulRbpo33nhgzIQnQKdqqIMaE85Wg36H1bzJdjm45h8bq1Cp9ffZ9ErFz8bx9f+TbbyX5a3HwjRr4pEjj3jcu8t4n3ri1JflaL66rk75ndp9CBy92zX9MF9PiDobxeiOTWiL1bQsEsR7TAvGOJiugl5BXbs+/3Uft86vNAdJEdbyfxShRNYFaxMGd0e8gQgLzPMlJtMHubucPY33lOMgi3IwYrvagPKjDZxpbK/OsjdXWsmZ0SLXFZ+2PO25lHD/J9jdVE/Mrv/IrfPe73+Uf+Uf+kfbYsiz8/X//388v/uIv8sf+2B/jl37pl9j3/eY5P/3TP83f9Xf9XfziL/4iv//3/37+u//uv+PVq1cNwAD8vX/v38urV6/4xV/8xY+CmH/lX/lX+NN/+k9/5Av2ULRnPoxNFgpQc2To7Iw0KezNELvtrLYTOZafbEuUxr7Y7zLReawx13gh2SRvwq1y97pxkuht3/t7glF9t+WtezCzqAW1T0Jy0Vj8vIWzfaxOfP/7/Q1rW7vJqh17TQAeJzQt2xTqQEkWnPOsdDC4u8IzO0cin5WFFzXyoOp7E0baf6ZxmLysSqOvTLGyTJkpZpyHGDLOQfCFXDw5e7ZdbJqr2jUfsufT4llL4JmJdxTe+cSTlv2yroAqo2PsVpM0lkHke9yGyglw8xQtL40MifUIGp9vZUd7Ls6SMXuJydMdRe0z0HLaMPgDLcdsBCsGeAx82Jn17VpxN+dw/Hekxg283W/W/0hAr2QIjYxRopCclPY2xFy51MDXysJLnWAkPAyuq2ddJ2pxkqGCMg771BiWyUmq9Nlp0GQN5OoExDopuUwxt9JPy1AxB4yCF2EQVP8VMy99aXH5Ym1WBiBX4pQJMZOnwJQi+zbBFa7rxGWLXHax0z/g2KqmlVZIxZGLx/ncPjf4wqShe8ak2D6Ogt6cQwMr8UYDYwxJbu0Mbq3PAkZK9mzPB8IkjiSzVqctQnWEWd6zhEDJuelmnKYHx8MueTKTup0OO3mXLtZA69Cdd0nzLVns4Nm6XJvuZZesnEm7fjeWxdcb8AICmMYt50DIgWWRBezz8xGA3/75E1PMbHvk/Xnm6RK4ZM/ndSblme+w8CvhmSf2tugagxnNLj0uLk3bKPdWaAvbK729xThejgF7SXc7Vhnz88AwSom8j8uSZJs/COMDbtjLm+NCb21jm0xbdRgpZK6woDkpMxuo6AvrMozBxdXOlNtCSRmarGBswkszZScxCTJe1GbY8Nap3rkGWjoDJIyRfcPGPP3kGOZvLoj57ne/C8Dnn39+8/jnn3/Or/7qr7bnzPPMJ5988sFz7PXf/e53+cY3vvHB+3/jG99oz7nf/sV/8V/kn//n//n2+7t37/jWt74FiOvISkgWkT8iUysTQa/PyQUpgKU6m3zEYpYRRmGsYzb6z3WxqL2PTTj2mKPbhkfmxbaRNrQLKnErCpV97SWl8fX37xV0tetxrSuxPWOjtyr4KFWKlYMiFow3bjclMdcFX0DTfhxrbPZsy8qxEhiul8hMGGqM0YTodg41qJ7G8YDj6CuTh+AqS5QQrDnmJrgc7Zg2SZnewbQCu66ovdNmeF5g3RQch1KZs+dYAq9L4Esi3wt9beQQgJDrbdsD0dUIGDT9j0OA230t2yOMVKa2uniqt1bwC4mrBvIdamjXQFEQvesgOuanjEC3Is4iG5xG95wBJQMo7u66sf34UWUnoOWxjEzPdHetezrDAloOc7E9x8IV7Zo71sBjjZrXIyu0BzwLWsosjvfPC9P0gm2fpGafPG/fP/DuaeEHTxNvNDJ6qSKm/mHN+BQoNeA9TDHDRBO8hliYdQK15oU+lBthrFxPhahptaX49jdjTYT5EABR9HkxZF4+rBznxHmNfHmWSP53ZN5RmXYvLqnoicHhvevszFAKCgqoJJdF/xazCHMVgHllo8byDtC/l5aKSvbU/bZME5XFkR5JjjgnorYfCHMSEW8KeEsUVjDjYwEnYCcuOyV5pBGlJPi2xpEptCaW+zr1/krVsaho2pgvawNhTS0tSdhA0ZgYHEsmxsR6Xbicj0wx8dt+6/eIUxI903lhmQ/89DdELLxtkRgLX7478skPXvJX/IU32g8Lbnu8nV1t5XdsEq/GMpRWejbX0708YAQ0xsQkVyk13fzt/p6zViXj321OsLnAhPDGDo/gpS2YmobH9mdwZw4MyCj2D8M9P1XfGtNetQxm4Z8WQwFik161bCYtSLokY5Rb2BjfAUvPhqnDc+A3hWH+1riTRnEPSJnp/rH77f45H3v+j3ufZVlYluWDx62jplmrbRvjkSOOhW4h62wI+rswM5Y5YbkmjiGEDaMBb8W0NkTffA+6RsYSDMfPvX+9rQxsG9H5eLN87O9ev+NK5uzl5nEDXTqCrnuQdP/+ZpVN1BtA06jXajVi+dluxnub7Ohosc2yaqw9gAGYpYbGvBxwzE6Cwo5TZpkLx0NimZKkqWqvmjil5nyYF+mBE6Jkflyv8+1g6UXnsO8e7wP77tjxxFJ5CDAVR6iBYz7y5DJfOrndrcfQpKUi6w1kTJO1iLCu1SZ0NWv6TuGFWrCbYNB1VsYAxqEGfnd6zU8H+CLTkqOfteR1b9E3DcnY82kbrslZhynvDHxV4nC9WM+i8XocWZqPXZ+WQHxfihrBiYl/jWk5KVA51chnJXLC847MW59ZquNljTwgsfOzkzCzOQhoFUGr9N6JIYvF9jqxbh7v5Dp51NybJ6dpurXyMge250gp4LyCGF9kCipO9BzKvBhzYR2hgR76Bs1ubSCmTbDKLAA8vjjz8Hjhep25Xhf884F18xxz4BkpKb6rEDdP8JFpEofTFJOUxyydtjiqd20fGnjynUEKMRGm3EFVE+Le3c9a8snJN1YkxMyu33tfZ+K8sxQBFsZCE+X7+ezwITYw0065ameojrx7FfrK1eNCxodMmKTkFOe97UfNvVRkAA07rgoeG5BRgGmiYMur2Tdhco6nC68+ecdyWFuZcZ43Xr1+T4iZtEftoD2RkufrbxdyOvBQI1/49aa0bgnjT0OLltEBWRCn2aEGkqvtHhsXnuM4nBoT6Vvppd3nlSY4ngnEWvX5t61RqGLVN9ffqNm5TwAWPZ0tQxj2zQJCh1KPlsJts/u1IAuUizP1p9y/yRUy8YZ5tXt9QnSAUj6+1ZR2cfCtzlD27dax+jFN54/a/qaCmG9+85uAMCk/9VM/1R7//ve/39iZb37zm2zbxps3b27YmO9///v8fX/f39ee873vfe+D9/+N3/iND1ie/63Nyiaj3kUju9opFrHvrUB3o4uVuoraRF9yAiTNsNtVjdW4Z0Xs4r29oD5uox6BzD2jMgKKe+Biz7HPsVLZQuBBKflzTayuSIDUHVgJ+Jub4H4lUVQlZN/BymP297GG7Gtt1l850v07W1Bcd+mUxijZvkd8o02noZYsllTRNhyWzOmQWGbpQjzFdCO6XOaV5bB2N0QOLRfDTV3IOVVHSpkYAlMu7NGzpUBw0uOo7F6aLlTHUkXTcHaFqx4Rs1UvSP+Uo07OI8NgYKcxJYo6mp5IS5PGiti1lnUl+BLHw5T59KGQkuPdGniXA9fB2WNyW+sa++wyb7VXkZ0ja/74uky8UPbk2RV97tYGMgMcto3RAAuhgWBPjwlo9Xh6xowN+nkYwI818KJOfLPMvMZzVLeQd5VXJfD1EtqiY3Hwaiq8OCYOcyLrhPxw3G50I7U6pqkwpUpIlejE4TFXzwFIznKKKtRIuAZCmPCDrsXrBCqsXOmMhqtNlNr0MYPW5IN7sEhuSiuVpKDAAlLynA6RNXv25HlH4UrlXDyP2ZGSMnWhMs17S+RNSTJSvZeJuyDunpAzMXtKztK3KAcp9QznzsC6hfaVJPdC3iPn52MT/9pxdE7s1vZ8VwpsEyXJ8cg6ZThfmE9bAxole/IeydoAUt63iCjYF2mwqSF7dSgJFdXMLC8uHD554vrDF1LOAsKUyAoIqU6YnCSNJU2/U5JvgG1eduIkoCPt042t3IL39n3iep2p1TGHwjEFvlknPsuR33CJXwvPvHUbicKpinD+SYXAdp3bfftQLV38Nh9svA/s3rPrf7tb5ErOV2e9r6TWrqQxt8r+FF08Xp0K6OvHE4ZtcQ1d02ls7IFwM+nbOBPwLFpaGpvymmFhdbfXuySc9zLzCKKCAphRXlBcN18IY99JBFvIj/PjPcj5cdvfVBDzcz/3c3zzm9/kL/7Fv8jv/t2/G4Bt2/hv/pv/hn/1X/1XAfh7/p6/h2ma+It/8S/yh//wHwbgO9/5Dn/pL/0l/uyf/bMA/L7f9/t4+/Yt/+P/+D/ye37P7wHgf/gf/gfevn3bgM5Puj3riRfRp1M9gUSPb/SyirUc2JG6Xrp7HxMi7chKwSYogGeXmqalP//DMCQ7UWNi6fj8H6c/+VFlnHswc5+X4io8Fukr451jd6uCutt8j/E97Ya7/x7Qa8MjaBl7MIEwNmN9udKbCwI81klFbfXmWByq5MAIyHGt2aVlHkQHx1hZ5iITn9owN+2aG0KW/jOHVYSBrrJtcxvA0p3DIYbcJq0YCynltiI+zo4teWII5OLYs2MrjmP2XKrnuRaurnDFsVKodysZoLUosO8Xqmti1jik+I7n3vQ2lo0z4fkumcfd87XXV3J25LLg8Bx0MoiuMg3lg604nkpk1tr17irPLrMgQXCvtLnerh8oA9DUOFyPI1exd15I7I4OSGvPjDDHgpUD7RpYCDzWiVd1aZb5CbE9W+dtgA04UXmxZJZZyoFybuDtkwC0Rd1ED6eVwyITVJwyx+NVk2AD2zZx2iLLdACOcIE5CxtzqYHnWnhymasrPJGhBNb3EpH/cBCb77ZPHJaVZdkbSDFdhliHhaUxzQnQtCV2PQFNGJtTICXxxZWcNKDtwjRlXjzMvHx/4DtPE29q5UsK59XzcjvwjUvk5cPCq5czuzZM9K4yz4mXL545HK+NVVivwjxP887xdJW/DSFy980doYtkt21ivc4KkAR8TdPOw4tzOz+1SD5MQZqmGuBoACIH4qwuot3KRJG8BylNBWm5EuYdnJblrNRg5SLdltfPLD/9JX7KrG8esJYHMQsIqdnjtyid3L1MvAZwvC+cXpx7TlV2kn0TBbCNoMpEz1OKfP7ZmVfrxLvniTdrYKuBXE48uokfuKuUcdUBaEyJlJf6NbwQCFVSz6+us573EgG5Xz5kF2Z14UVcy6gaF7TGCFl7DchSvjK2pnZH4Fj+XV3GV8eBQB0A2KJjqlQdavs/aw2zutzmNtt/yZfaW97TGO9gi7PbOUOa24IAFAFDvs99dp6ougTsuh2PZNP8LS0nPT098Vf+yl9pv//Kr/wK/8v/8r/w6aef8lt+y2/hT/yJP8Gf+TN/hp//+Z/n53/+5/kzf+bPcDqd+CN/5I8A8OrVK/6Zf+af4U/+yT/JZ599xqeffsqf+lN/ir/77/67m1vpb//b/3b+0X/0H+Wf/Wf/Wf69f+/fA8Ri/Qf/4B/8qKj3x20zUioyV5JUN2WbcKyIgNdWrCviKrEBGnotL7k+KRttb0Iv25qQi65vgFv7tT1+z67Ah8La8X3H5/y4ktJ4A11d5gu/clCmwOtFM05A43v0m2FEx7fZMcUBtQ5A5Rb4mBbG0PSMb7knVk4RdN+tjRNBrbqdURDmghYMVqtoItbNk7P0uJmCJHwubmeeZAC/XA4iIsyhrd57jHltq2hbpQZdkcfgibG0xFN5vYCfop+3bp69eM6741wk/+O5Ft57sbg/u9SAmVxjXlm32x5CAd+Oy33LCCvZLQS+XhYmHD/MjvL9E68PmSlW5mJ5xTD5ymEqzJN8r6drpGyeI55rhbdV2JaDWtQPSJnGVdhwPGgJaewP5p0nKWV9Uv3MbOdHL00L4bJV3sUJqzkKsRdEiD0jrrHZiZ5pCYVUHHtxLHPm8bQxa2fledr55NXEtkUOB0l4PR7X5gIKsTBNe7PX5hzYt8jD44XTceW6TqzbxNunhbeXgM+erUoZ7krRDI3A/hR5PAe+8WLn5SMs83ZTahy3dq2o9mQUy3pjGlDdRnaiTwmxsQEPL86kPXI5Hzg8nzSx9oHwHHlThXl6WyuXc+TlNfL5FiXv5BL55MXGdY388MsTQWP3XzxcSDnw7unIy8cLh/ORedqb2LcWh/OVWa3Lpq8R8DOzbTPrOuu+Vk6nizAZCv7R0k2tTpfOAl7yLtZotHw2LdJ7wLpo1+IJ6iySY4QIMUyMYSYJX8DX1myy7JHrr30iguLD3p5bvZXT9PmxELKjpMh2hjinVj6rWmIqxRH23Pa1aYb0vpfU38wyT8zTzJ48P1ilB9vfUWcmN/EmPfD/9ld+3T/LGDakXTMwkzbembPpfiwfmXPTs9hmbLWZGV7WmYQEbtpYKH3BnN63PTBTgicLGdE7mpbHxh3LnnnW5bjDnI00/taAmVUY7IoX4BEbiywuJncjinMV1cAYoHFYoKkJhW0syU7GRpMY2LEcawF6ZgCnDCk/8fabBjH/0//0P/EP/AP/QPvdxLT/1D/1T/ELv/AL/Av/wr/A5XLhn/vn/rkWdvdf/Vf/VcuIAfg3/o1/gxgjf/gP/+EWdvcLv/ALLSMG4D/5T/4T/vgf/+PNxfSH/tAf4t/+t//t3+zuSkInpukAsF4SNABzcZnVVe2ceyvMhb7y7OIj2UbBItw6ecaL2ZD7mLo4/mubiTbvSz0jKNnoq/v7198/bq+5uMyF3he0l836xWSTWAdWvX29lY7sBmwdnekOFdtni+zfMSm1rLh3J/1zjF0YE3rl+ZmLs7qq3BxFlxW7q1xNRJsccw48hMqrmNSWWsg58MUPDy2+vNlnvTiSPibyHScmPaNMNVGrrEJL8epkCuTsiNvEYZaI9FMSQHPePecceFk8rwi8d5k3fuNJ2blRON7AsF5h1iLhSGwrLmNgEmLP3pxoSHKtrMXz/hw5OnFjgbhtoq8sc2aORfZtyTweEqU6vniKPBWJvDdQEfR1AThWxxHHpQozaVkRa60yjLluf7cByJJAfZWFQXa98/em/bR2BQ0RxwGYnXQkXqLkoixTZp6yMktec1USh8PWEml9EMGtsSDGjBgD0hog7pLYOq2pha6lHBpjkjH7ppaBqbxzia16Ugn4p0mocZ3sjqqfcr4PplnLQlW8og281OpwsnyU6wnwQSbKEAu10Mo3INkyFqg3xcxnR3jYPW93z0X37QcFnt/OHJxkGT3tByrS/LUizNtpeuAw9dLRuyfJjcnZNfu4c3A6rjwoS+PXiXVdeHp/aqzk4bDy8HBujSabvic7ElNjapyr5D2wXRdKcUzLLo0fs+TJlOQHEBOIWQTJuEpJwsyIGEJEu7U6/MBe1uLA+a4/0knVeVoQXyA15xMVpocrtqyvRcq/eY/KhO2UJCxMihOX5yMxepKyabl4LteZ5/PC+Rp4DJXPYuF0SHz66syeIr/t3YH/5/tP+eXwxJduvQnKkwVczzz62Fh8v9AcQY7HSQp87VqzMcm7OLTViKO43oxWSjO3wZOl1hZAiRziBoystGTGChmPpYx/1t5jFvVhjI6Vv0cgYluo0lh4GuYAAy0ecWNaorr1CTMNof2ttHKYHQvaCCn73yUcP8nmav3NYJ7//Wzv3r3j1atX/N/4c0ROgNnXxr5IsuJdnQy4k04yq+vdl4Em5DUGxpweNtmM7IV1IpXnW43Q3TA7tt1f5Pd/u3+OAYaRiRlvlvvST6Hyss4t/2NMCZa/yzE5addpi7K3126uNLpz3O4/fyOzEFsyKwiTIhSrrObF3t1vpFHINWavmJ1vUXeShZUFHMfq+YbzvJ4zh0VEmesWOG+Bc3ZsVcbJxVdOk2hnYhS9xRRLCwQza61MlPUm7GxcYZuTKSfRB+wpkpLXxwPnqybFJs8lOZ6KE2aGwpd+59klLi6172rXwP3xs+A6Oy5xGEQONXAgSN+h6jmhTAqShTP7ysNU+OTFyjTlpsXwvrBtkTfvZ77cAt+rhU/xHNTVFRxtUiwVUnVcK1yoXBR8nbX3j63Est4jD7UvNkAWA9lVrjow7hSWGhob84C4yh5j5aATxemQWjR+0HMwLzuHg2iZ5nnn+HBlmrdm/Q1a/gOadTftE9s6cX4+cjkfuV5n3r8/cb7MPF8n3l8Dv5EcPyQ3QNi0WfpdXuF59JUXc+H148bjw5XTceVw2JiXrTEUBqbilJsTCHSiVTZgZHGs5FKyY19nrpeF62VpJU4rhV6uM0/PB37wfuHLzbPqLewY3ZK30RAOYbYCcg2o7re1UphD4bhkjoed42Fnnnau60TOYgs/HrYbdmvU+xxPV2YFKSaqTeomKtkTp8Tx4dJYkJID23VmvUo+z3LY8CEzLTvzQTtwHzZxOk0ZF81lVVqgXmO1Ytfn1OwbgLHnjitJr4F+VbUyJQXyFun9nhxpndjOC9tl5vJ05KqhhZfzgXdvX/CDH76gFM/jw7WBy9Pp2pxMf+3XP+OX30e+7Te+76/aRqO0PKtxTJRz8yF4GcdM22xMfF2X5mLcECbXxk17/8c6tfH4fny39/K4NlZLrzAZQwzALMoIZwpnl3lWVtjuB0tLn5QBMiBl1QZjbEzXZyBmbIkApm+51QLGu/kj3RwraQg5VioCjr2e+b/zR3n79i0vX77kx21f+d5JgjT7wdmwFaJMFtLDiOYm8fTGf2YVg1vLl4GfEUTIZ/X/vUeSlVuQYaBnLMV8rLR0z6x8DKgAN68fhWR2EQtFCI81kqi8d7uWc3r98h6sWAuBj/UlGvcvMmpY+OAGfFW1CZyySCODVegCr4SU7Fa9cUIVF82BwKsy8S0FMFv2vH8KvCmVdxQ2zVlYcBwRrci2OWbnmDxMofJ4SAQvK/4moPSFGFIXc4bSVtgmhnSukr2UpaY5yYSUImHvE3nKjsk7ZgUDCccLFfgeamjH4z7nx46ndW8dVyYF1RG5IiDCCQOyVcjIZxyqwxXXskYOPjWrsH3HT19W5svM9SnyMlYe5ozXSdfKZrVK8J9Teyx4sT5Wxz6scaqylUekc61oxGCmslXN/PG0kMD3pixT0BOznOkpBbZdslpiLCyLlJLilJgmtRMPk5lF/NusLsyGsALbJh2cn58eeD4f2LbI03nh6Rw574F3yXFtILl3zbZeMWdt0ndQintZZJ/Pl6XZpEUzldpkaxqrYmxe6eyBlZXa/WnZKDohH44rh+MqWo0koOB4XeSaepp5GQtRgxlzdZQi/27FacJ0By8goMU+sVQkpr9Cyqbl8qxbpBRZyAmgEZH05bJwvc5yXaub6HS64Bytc3etjm2d2beID4XJknRzIF8CtXjpnr1L6Wxetgbwuqur4ELPl7ESEoh4Nz5eSU+Hu8A9WmowgI/gvFwD9l5+7qX8mh01BbGCV0fNjmKiYAVHPki/qH0V0a84pDzTlFkO600wYE6BXB5wDr41V76WZr6dJv56uFKovGPn+c65VO7mhHE8v5cD2GNjcrtDwMRKunmdx2mZRhagoxNqZMLN9RSrNAJOLty0UYn4lr+VnKRvW9CoRVuAJvM6qUhcnQCquUrZKiEO3DS4hK2sbayOaG98W8xH1eZ1IW+/H+V7u9ajqc8Ft3PRj9u+8iDGAUedJHY0elkvMDv4krMhiNJYGGNtbLML1FDpqHvof+8T/OhqGvmXW+0KYlSriGtIH1905W2W7Xv9jAGWMS33Y4xOK2O5noRqK33fULJvwuRAj5kev5c5iZKrzNU1kZmBnBHUgDA71rX6sU6camw5AiNTA13sPGp0ij666iAoabiVL0rhN1bHl26XTrA6wMUqHWrR8yhvLOd8xkLwNJVVV/5WJx+ttGOzvOZamQuxphsGIGySzJpzIOVZ3CYFUpVyQDckynVkmpdZAaVdB+2mHQ75KHqz8qbZKkWQja7apFSzVgjJ8XSOUo7xRS26ou9Jk2fdA7OTZoIvThtFywWlulYuiXugXJwAm+pIyOAwDysrOwYzjkfN6rlmKUU5vc4P1eNrbG6Gq7bCCFVWbzU7/OqxocfC3ayr8RiANjqADFCgrMC+zk2cejkfOV8WzpeZp/PM8yXytHvORRYwM+JFXLUVwowjK+W+UrlSuVR4WR3ny8RhccRQ2FPlomCmFM+ipa5aJSiOLCWMsUVBE9OarqT2vkIxSnaJsTBWstz2ifNl4tNXK5+8fCaEzLZP7Htg3Sa2PXBZI19eAltxnIIkUct1pEnU+vmlGqh1rElCyK6rxzmYYiUXR/BTSwd2DuJVA/1ClbYJzyKQn1UjtG2zgJSY2WOC5+ONdmiapXQ0TYk470zL3nJn4pwIk/znQ2kNJUEEutPrM/H1mbJOpEu4ASC1OkkMDplSBaC4UHDZ4YIAbn/Y5T2DaDacgd8UuttMP9/5QpgS67M09Xz5+j0PL843zKs5tcSGHfnZz7/Eucrb9yfq9x6p+cCii+G/Gs7NySQ1xduF5/1izzYb4wK+h2UqGAnVMTuxWcebcdXGW99yp8b3v2HonaVsy9xxdQJkmkhY2dVjDZxqbHoYW2z1IqyAMytPZXr37Y9JGqwfGjoWTHRQ0nPYenXCsmraPU7PYbtbC/zY7SsPYnYqTgf8K100aXavSj+wcsBrAzzjZnSa6T3Gi+Zj21g2kNAu3ybuUVBrHYFhbIte2wkOenNYdLRNgpZfYPShp9dBS9vPzHutP4bqiE4+1XJEXtaZgrSHf3LSGeP+xutMS7f0FSoPdWodse81ODZBP9SZT8us3YvlRqsObTHfj0H9yI1hf7Mb/a3beBs2rKSn+kC1KHqcTlDGuC1aajENxhx7MJn0tslDVswtgAFxnoSYmyMDaHbXGDJ7m4SF6SlVzp1EZtOuJxNGOxhAH231M+Yo6MG4OSY7Pdk4ID1IBHh0p91WHe+3gHt7AODVizPTnDj4jW2Tnj4vnydScjw+iKvHwv5kEpXvsu3iwcvKKJUqIEk0Jd3Nd3DwqCLi4BwhO6YiTNhzdTy73qMFvS4TlTN6nJId09gmX+f0b1k0SPOyKaDZ2rFvdnnVwBiAuVwWieLfAynLxD15eO0rqcK1OM5VPBCP9DYVWceEM4VnKl+snjUtnKZJS16BfRKHkOULzXPicLxKH6Jlaw65cVK/0e7ovjdQ7AuZ0JxVT08nnp8PHA87X//sHacHcQft+8S+TQrOFp4vkVLhkyXz8mFvpY9xq7UD0+sW2VNn2gBylr5FTkuJMSigdrGBsBgl+fj5+XATEGlBf6Ip26XP0bT39gahEKe9Ze04L1btMMtj3uzWGsQn/xXS04H8vJAuM0XD8Gr2ZBU2O3VIuSAABLz8Xkq7V1zMuNgD/mpxuJh1kbiR3dQWKmlOxGXn8HglbZGSPbsKnOW+l/DEaRZm8PHFM9smr//p68TLS8S7wsMx8Y03j/wyUmZ60hnDQMKPmh/G30W60HuiGUttzzsO03PXuEjnehMTj4vXEVRExI06ft6T24dYB5qWBoQlt4XnWI4CbkIyPZa425tHtrGJoYmwNqKUMlZPzTeDjY3T7V5U5scy1P5/ZrH+/8dt1RWxHbid2lAiDCJdZMI4a13fVp8fK++M231JaWRgPK5ZU62PEtAukrF0ZfvgdHLyToKFIq559UWALILPB2l0T0HSE61nDvSLzhxUK5ngfHMnLTXga4+MH8Bwu1EYWJF7tG1lErshLCsF1CKsHZk/KwsLjmst7UDfI/nxc+3Y+OE5mcKT66sVyZHRG8JJD5Gd0lYajt6WYImV4yK9cuY5aXdcWbUGbbhnZSQDMBZiZpuwNQJWaqWVE67rxPNlplah9LfiG3jpwOTWQh4QNkK+Q3esjU0sTe+Q9DqN9KwHV82t1QFQuw6rlLWezjPeV166M8eXVxFr+sqeAl++k4n44XTVPjOd8fA+4hzsybeGg3tyXJOxTE5ZOBGWLrNE/JfqWHZZ9b/dPVfgsfZrviDCcjm3woocfe0lreIaiJpSZJ52DjppyjF3LfukFE/aJnZz2KzdPi9CXDgticOcSVkE2Nvucbtny45XOB0HVNTshKWdamBTRiZkIcZrjaTsiSGyXDtzcbnOnC8Ly7K3zsyAamZK0854X3DZdzv2IBI2liLtQUo7y34DhCS8rlu6Y8isa+R5C+JMm6Rf0mzOHLvuFAjavyZeTzk0JktArQjVTQQvLRkU8OxSmvQpsCdl9aI0uZznnXnebpiXadkIlt5r/8UiepjTSlx2wrzjYncE+il1LUwRYXYtoh/Ka6TkQFonZU66E6xMQVohxIzzwtYUTRV2voLvrqemUfL2eQWfM2HZietEyWsT/s7bRtH9ALGLmwttVSbu4fHC13PgdF5UyyVAkeeZ31lmvlMLfyU8qa6wp/iOOkYbwzwi1DUQEqtjdz2qYnNlcBt15lzGbxthICK5Mm0MuGN/RimAPT6aR1ZXmOqHQZVmbjG5gT1qm+jkOosyfuZNFUG/30Ql69hnsoYdmW+rk2aRFqpo0o/fTGbvVx7EWIzyWS8OjzXc6psdLmMMoNf4oLMw0mbgVtA1PidqOcaoviOxAYlxwp4ImBF3RNLNf0+hDJOUPUfqpWJXW2poEdA7t9CqiUIJTYE+V3/z3SyczaMJiy601NzRUj0CtIXQmCNRzpebvhoFCVTbKHyzHvlUQ/Z2pz153G1w2n3dWM5FZ8XuhdD2dxFh91IZFZYqTMCsACa4qlS7tCGwlgTey4AcjHmJuQ++A4Ax5wm6NwZganWczweeng9c1si2O552z6X2EtkYZKi9gRsDYyJlGwAMjMQBwAirZiU26bFjz50YgUzvzD552r7vKbBuM/M1tY7GLx8vXK6R4AsPL55b752UIoc9sm2R42FqbIYwNIFlD9KvKHuighkTkR4PqfWi+uHbBXbpDaTSFa7oqquaqFA7eGt3uFoDKUnpw/uiGS2l9QGKMd2ITquyDMaOeV8aGzLNiYckmS9Whlk1HyRtjgcPp1j47uZ1xSgLmeDgUY/fm+y4ykXFVgLH7FliYU+Bac/EULWfUeVZJzPrgh2VtTgcrzdtAkKU9gDyHaydgGpQHquImY8zy/OpgbGAuuk0On+eE6fjxid74MvniZwXXj3Kex20dBPDeA3rtTcI1u14WWlsW2eu15nn8+EW1AylKXmNObG6ANcaOWbv8RrEF6fxHOmCzhdczISDtnSwuIMhv2ZsjwCaMKzAtaTQLNneV4oLDdiW1PU2NfsmCMZVAUgWUBhkzK+lQswKeoqwPikQpkxZdtIWyTFTrZ2EOuBq8aQ9EmPidFx5+VLunet15vPP4NXjzLvnmfI04fMjP/A7P3ArT24nOU0xH1ZFJr6Vcg+tTO+r9AbzeKg0s4RpJk07Z0zHvaX7fiy1EpP9bdxsnnl2+42MYHy/0UlrutIwfIbND5Muaita2kRBzjBvSHk9N6ejRWe0c67gZaU2xmb7P0HM7XZFYtqn6lQJzQ3W2xH7l5RABEFbbozDTp6UmLJedPd6kPEi8gjldyK2nhwToa3K4X6So7EPto1iXysnuIomLvoGsrzSeD1zpVvKlxpa9+j7zUpWdlPMSJpqUWZmBDFWtrF+ITe9lpzjAdG9GB1qx/GoE62rEvVevVrtFMjId7+lQ+04mrX7YxodEMAQ6cLYBY+zwRPaRAuQsyMExxSq6kV+PIAZB+sGXky/sM4te8Z76UScq4nHO5ARoAKb2iSnKqF9Tn+2mnC/xmggx2FlTpn0jaodwUsAbcFQpfllqJwOicOSOS4b8ySJryWLTVyyMYr0jdomTg8XQryS9si+ReZ9IqfAnqKsSpOUUZ7PC97NuBVc8syI6yt4bVQYM+nquSbPKYjrCUSAOikocMoSVmSgctVBcUwqYJ1jEUAQMpMKaJ2WY9qkZZObk1LfctiIaoWuh41lD+z7xOWyKECVhNzLJuWxn3m1cl0F+JvWbatyTF9Nha+9XFneLfxw80T9DufsWEvgmAt+95IWPZXWaHLfQ2smKb2MxBG2LLsyFTuzBvTd6Ky8XDvTlFr42nLYuF6WxsDIdSsTatFrMYbCcRJh+9NFrsOUA4dF3EdxkjzdOKXG4oQoYCpnSw6uGtF/5TF7XmsU//PTkS/fPQiITT2mIGdHzlG1PJ55juS8EWNgUoYnRk9OPT9nWuTai3sgTIF8naTc4zq4MPEu0JxFFCsZioV7r9LDan5xYX13JO/Cuvnke1nKeUqu+D005sX5+iGoUaYmxKKuJ9+el/coYKf9Lbb3B0i76GuOp6uEK64SlLjtE+XqCL7y2ZJ5VRzf3Be+XSb+RrjwhlXGsyrOvVaWHxiShYivWTWGvoECEdAmFiJRWRgrT5ePgJP7CoFtpqEcF94gTJFpG01G4OvHpQH22sRtdYE2TvXXVHp1w+ZYW4zvFJITJt3KRTIWKsvsuunm47PWx7evPIg5k/Hm8KBPHiOAyU4STefqeVEDpzq30LtVJ91d25Ub/Xev37jXcSwErspsWLAZ0ELfRKvjmqtnBA6dUitYUJpzTlmk2C7ysXFXF8RWuU0qXDQ0yZiZsUQ2IvZ7gdWlTTnKvui+V6fZBUaL6w25SpW/7cNnZeF1DTw4DTirjlAjS3EcXODJ7UPmQu+xYeUi347Djw6PMln2VK2ra0f9G465CPD0TjR3tSJAqipdPmgKunaBNmkC0ml3AC+Xy8K7p5P06VGG4pJENzKCYju/Vc+9idTMoWa3sIEXAyb2e3ACAuQ5fdVy07XbVQ5BwIuVzCzVdpqTOH5UmJlzYIqJlDyTiktTCpweLpwez6RtYttEg5H20L7vqj1mapWBetoleyV4sUmbuwhEF2S5JTLAO7zzzEXOxToANnNfbcURVWC8p8iUMykHQhEt0r5J0XeqUtYzXcOEOoVmJ4ArB7yfCMp4tNdNUZqE+krKnh9cYwMwBhJzlQDFh9PKw2klffsVe4FDqMQhQdi7KiGHayB6zzIXcnHEoqWb7Km1U/udjVCQHn0DFnadmQPL+8py2Dgcr61saaDD+8r5fGRPgZePVz7/2sZ1nXj3dGTdpRv0ngKHWRibRbNebvbB3dqYo4bRzUtpIuPlsBKnzPl84HKdWs6OZc6A7NOeKs40JrngdtGVuF1Fvsqilcmza7z/wUvpFg/Od41LLa6F4E0PV5afegvJs7954PKF2GrX88J6Xsha9gxTJi6b6GxibnVe64ptQuCw7AqMPLXU3qzSC5AaxdfOV3WaQUm+BfRVbS55fLwS18y+RbZ1JkQp/c3TzosHR0onLmsgFcelypxyqIGvceBMEnarSiLvpislcQYNi2ArL2nNsThjbcZ5oUd6nKpAgZXUGlLeO6ROTC3Tq+Bb+arQHU73C9KbysKoMxi2RM+l2RGQvWj5zJyw4+Kz0EvnxqS3fkrOiYbNSbUAV0jwgSb1x21feRCzIw3hDggLk7G0WqPDZGV8wDctBaidFMepOt466xzU2RHbRlDQJ2ERStk1EBXNGmtgrysUljopXXdL3xkdaO8rslvwLrfZ0sBF0FWNuZlMt3KsJtiSkpLVKkutN2h6pP0uTp9fOzDanG+rAV8FxZtY2MCX5c+8rDNfLzMvcRx1IkjFcajwkKPEwDPxXj/nohY+ETT3LJ9xv0xn1PU6Y9mpb9lVrlWO4lQ9j1W0IkCLtLet0eJF+tCMeoQe+OVvJoRtn9hT4OkcJRsme66l66nknNk5l72bVEeSXW3hfQbAPOZQ6+Bl0i9k/+aquSa1/332krcyxargZeN42Hg4XTmeLk2/EDRHo2Sxwb58GTkcVo4nKXmUIquf4+OFQ71KwNkuQGa9SqbJFDPP54xzB7yX8oWBl8NhpRbHukVOCqRMjwGRVKq0ivC3Qt+xlJuKOKtKEUCybZHDMjUgtiwr5dAn2RCldCFsDezrJGmKM3iz5wK5eNGNTJVN57rguuthbO76LjnevDvyc9/6gt8ZC3/5Vz/hkj0nV1iiZA3NUUIV7VqYhv5boXWVLq1xI4ho2ppBluKp0Q19l3RHFJiZ9bgW66rec3FOpwuv98DxKBk6OQdevTzz5dsH3j0d2DZhTw5aBizZs2iZaQRT1gMKaKyMPcdKYKfThevlwNPzkU17GM3T3sDYFKVElnOgro6cMtOcWiKwAbOS/Y0o3jQwLmRaGrD1MwuF4+/4Hu7zM/Wvv+Twt72h/s/fYn1epHTzfGRfJyZluCyRN0xJgAloQnKVjBjnSdcZr0DJeSlTld01JgggLNKd2/Q6cm4nYWRqYlI2xltKs5/le1/lX9MxLXMiP828SXKvv8ZzKjLC7lTeuMT3/RVAJQ3GQqjL1DmiluptHnhQZttCJG2sHxsrAjwwNV1guZtDbvvoyX9n9g8W3faam9eqeLcH7PVSmI1fNj85emxE0efbZvublUmye6733ZNyoexf4aD9zp74ybevPIiZcTzowZehVXrd/NBbmUedO/r8q07k77041Y8akz+GxMFtucd+H0+w1QXNhz8i3EoHIB2kdD0FdIGrOZbEX++G7yGfvVMIQ8OwSdGxZQeMyYhA+/nqcmOFTNeyuizI/o5VAlp37hfMTFWYJV+1OzE9BOlb+cgrQisrRHUIARyy55qk/9CxOt5VT/CaO3F3bA0cWYnMgMzIzuwUDnfEo0Tcq/OsymRWS7eQijBXRZS5A5QxgfV+s8ev69So9lzFpmsretN8QM8bsoFmFJXbObbXWemo6v4WVM/jVLvkeyBdRSbiJUiLgcOceTgqeDmuHDU63iZ827Z1Ik6ZTz5928poy7IRZylBOC/C7DiJILMULyFlkzAeewqcFBQ8nK6cHmRANtZjmRPHObEskna874EpZk7AnsTyCwJmjWEKym54L7bgXXvjiBB2HzRLJryuBG3yaZ8NMnmF0CfLoGFuQfthHebEeZW/P0yFJTu2Apfi2PS4b8B33y28/vKRzz//Ib/n8cxf/etf59tvF552z4tZnVi+NoG4BSY2d5tO0iamDbFreQwMjxbyMZSwN1EMLVgupdgA0HLYeO3fNcBhJdCvTdKP6Xw+8HTuuTbjNd1+L6LNcO7DzzdW0vRF9vvZLw3onw7XBoqtTDZpJlFz/anAN0wSajcfNw6vzsyPl659cWAArhZJ8y058P5//RYlB8KUOF1+wP7+QFqnpqOxfcqa2Gui3BCLCIddpfoMxYOv1OwkWbl1HtdSR/Ett8YYIapr4l9cxU+ZmAIl+S4q1/s+Rin9iR1bjvkUE/sufLtzsGdhFwC24nkoMy9y4Au/80O/8t7typK7m7lBHKS0Bqu7K1gC+n155+NhoePCtM8l5gyN1fHIdJPj9TExsCxce4mouJ7SbnOQLYhByLRcP+7UlbK/sOI9LqJHa4xbwTSOf4t7J/3vbTONgn3RDWNYQutzI63UBS3uXiZOy2e5at+HkaaD0cVj799zAprWQc+ECYYNNPTEwq4AtwvSGAYTXHn9DN9+Vos0pdmMwRxJOtgO2pBC1VJYX21YjTQ6r04opx249bvUDopmPBtFmZ2o5QAtTTnL1pG+PD+bj3xO4GWsOtHq+wXREczZM++eJcm/vnp8iXhPK4uN5y3redhdufvrKDgTajPXnstimqBcHSk5UvSk7PE2EAGlFBK9o6sfckpuHB83/VYS7/NM1jCX2atWqZjoFvaBzct6dQS05ICULh0jaJPza/HcdnxBmjpO2uEZunB3mXPTvhioOByvHE9Xoq6U47TjYyFtkakMPX50Monzri6Y1K3Lmk6cc2jx7nHKvHjxzOPjWezlMfH607eEUCjFcX7uEfamZ9n2iWPy7EkYgj0F9uxJyfVSSqhNbA0CEKI6xowhmJeNaRJtiYSV3TYNlGMiugYrJ9jWdEBT4bQUni6hHb9JHWpkx6rn6FLgu1888Nmn7/j6N7/g5ev3fOPXv8Ff+Ruf8OXmeb95Xs2eFyfPFLOEH0ZhZLwvKvjNTdMyghgpy6T2WAi95UUtHu6+k4iCN+Z5b6WlaQra/sLkkzTnkveFw7wL+6K9pYqCjxjvW9l2zVePHFBN2N47Xodr5uF0bb+X4pnD1u6VEDLzvDcgjJapormS5sT8cGV6vOLn1EADiNi2rFKSokpI3XaZpVFj8bz99c+kFKWlQqO0dwU107K3QL06p1b+8UlAkKtq2c+tjtspW410kTYHqM5K2BYrO9UiNu6SfGN60jZxOF1ZjivzVez163VjWyfgxKuXF5YlsW1BXEugzjvPnDyHFHhZAl8rE7/hN974jZXM4kKzMt90jldWPYzzSnU3cRUj+48u8DrzIe/VgvH0+xvDPopz75mZ+39jlQWqOVJbOKe+6X37nQLKyFiZ3LU0fKB9D/Rv1p7Aoid2V38z5qSvPoi5usIzRSyiegI88LIGJhxXpFsvKOtQxRk04VtrgY/Zgs2JZLY4Yz5OtR/ShnCrAAlLZxwzQDow6YyOaU0qlYuWh+xvY0nKVVpLgVIH9sLZ+9N6FVkEdUVukEzVMDMBKaCuKEXdRyUjxV2VOUosHzsiBrPPdsA3yoHfWha+FivRS+LoPFk2ix6vWJimwhQ9YQvynN1z1L5DG5Ifs9tNWiG50qiKta1K7o6trUKqlAsXJJL/FARIxVhVyFtvJjlZHZe2em2BV2Gc8DuwCSFzWHY+eXnh1aOAon0PXLbI0yVoaUn6BJnuI7f/pGtsQMSkRu0GjJmzJEuzZ0sZxnub3NUV42tjA07HjcNh43S6cNAyw3LYCDGJbiCKjXWad3LaPsgyscE5hNy0ATkHQgMxnqBlqWxlCn2POGVOL55FdHnYSHtoGhwfRExsOSfrOnFdJ23bMJR7stD8B11Fh1ApRcDN/RYnaUkw9ktqItlQKUUD33y38bZ7cACAWZkg76wZpQQUGov2G9fIr337M06P0kvot/7cr/O1r73hr/3qT/FXv//AD9bA0+45TbWVz46HnSkGDmVnmju4qMXhY2cpWvCaWfrDbePYVmoZttISbAvFe8iq6cqBbZ3Z9sj1uuBc5cWLM7Om6drnmbPL+e4uGgFWE/4q0LHFT4yJx5fPLcUXYNeJ2UpHkwKYadlZjis+ZpYHsVTH40pYdnElhSLlGl9h0zLuUGZCtSklBcouycZpnVp2ixuemvfIriF4cdpbz7O0RdKWZX8qCkhEp2S1DW9lLANwoUBVbUyokiujQMtAjNe+UHkPHF6cRcifAvNlltLWObFeZz2+heM+sW9R4ws8KXmu28S2BR5WaU9y2gOP5cDrOvFtf+Wd21idgBVrpghdQDsyNSBzu435xohUJ4L5PjdJtaGxLcaKV6cL9kxSIfGPAi4m9I14HuvU9sXmlkoHXdbQ0RaU1jTSXJpd+Nu3UYMpz+nvaWPjT7p95UHMZzU2R4IldJoL5KEGDnj2KivklcrVVRasD9JtiQc6kBmpsLF0MwYAWV6L0xNq9NuP20ZU7OjpvJMCJHMUXV0WYKIXUHSeVAveuVb6saTXoMIrcyKF6picvm/1PBC5uCTKcEXd8r3lglrUEp6xxl2Vi0ssyr78FIFvHJNOtrqSDmZt7s3ovKtErTMFLwzDlDzHLIFtWw1cq+hKrhQ2oNATJbfhTDQhr6ssJfCyRj7Dc1K3zuMhM0VpijjPmWVON1Ho7dy1hpHcBIjV4G5Wq9O88yJmHl+cZZJOsYlgz5eFy3Xi3fPEZQ+9zKQlJ7FI98HBAKuDGx1WuwacHJ/Jlxs3zDz0flqWjcOh976RwLFM1JCuuOzS20atqlVpdLOO9nKMlTxc02PkPaimQeL9bTVsPaTilNkNmKzSUuLh8czxdOFwuhIm6SB80X5GuwaXpSST7raKcNT6JR2P16ZNMqAUQm7tB2TC6qUUA55OB7w42eTue6PI4TuCAJhKd605pCGlL45L6QDyi3cHvvbFa37qZ74vE/UkPZ6++XLl/WXi/eZ5vzn27FiCJ2XHYZFjdCgb/iiCVxPwGgC27+S9dWXWALlp6BX0seEhclP28d4r2yWBf6fTtbWaaIDp5vwWuTZ8F0YbI2daHHm8AgkfrHGla4F0zlU2FenOB+klZWDZuUpcdpbHC8vLizAvh70l51rvo5o9zOCylxYBg93amBYfM8naebhKKdoLCRoD531hvc7tmgoagjfNSWzSexSmZkqU3AMtawy9c3YtlAo+QknilvNTkrYFw+TqfCUeN8K8k7dJkoRzIC4L03ETALdOKspeW3ZR0fso7ZF9D1zXhesaOV9meJ7Im4camPKR3/CB7/oLOxnvejyGr+M8oCVlHa+BtiC+lzOY/kRAkEZc1Nz6//kKswtq7S7M6ki1bWR4bFtdFhmChqV6BTMWwHfWucB6Jdm8Ydu4b5aTZXrAseRlOWmjLvIn2b7yIGbD/PfqiHDSZMuCx0xzEvW/QxUr9O5u82CMcTGEbCyF6F6mBlbsHvC4Jrb1Q07ASAVa6J2hUqPljP2xpl0gdmm7uLtexTW2yKMJj0qdSjls2Jfh+WMewMXltgJYEEu2Kc2FxelbwDXBcsTzeVn427znccqcDjJAz4Pg0azM9rv34qpxDmFjgifugSU5cX7skvxqtlwro2cFYLQJaASQ3aG1I5PUbOWrWD7oWG0rc9PGGAMjFLvofLzpF7yjBtcEli1nJiaWw0pKUVZmy87DFnk4yer4+TJxXQOXPXDJvbRnex0wp1zXOrVjrCyBa//JcZznzPGwiQ15cB/Ns2pg5p6xEpedSRvvAdACwnoJw3QB41aV2m/JqSq2bfR6ca23jYEYgE+//qVoU1QTMc176zV0fLjcTAz7OvP0/oHz85FlWZsF+B5cynto0qsCrWDfodQ2yQYyuyaqhlDYoXUfT8mrIyvz4lhZN882JjBjFnXRIcm9Uvny3QOvXh85DCLZV9UJ83KdeHeJWKVijlLKOerkPrre7Lq3Yyv/almwWt6KE+GoL7g4UPLFQ6KVXMb3c65yyuJkmhXEmtbJFgz23NsIgQ6kJJE6NQAjgukBMOk+Wb0676LRWY4ry+NFdC96XfmYZbI/bYTTiptKY/fqrsd7XHmn0Jo2VqUJnK+QDfRot+9jJuekybpSSsuqG8pawtw3Rz0fRKy+bJQcpDfSlJmWTb6rNp70Qfa5OgfZU5zcf9UEZ9DHGFeb4LcG15pP1iwMZbrOTIeNtE5yTE5X1svCvgoDuQ8CedEViVbsOAces8NnR8Hzuk5cam6NU9/6rZVuFkK3oTcg0FPUTTtoi7vSFugazaFzjUWC2OZxzDWwWdget2aVkYUZGe8RRMUq5TiTNkTNgBm1oR/D5JIZJteDARlQXaHqpcQ1+JPXk77yIOb7fuNI5FgjC45T9XgiV1dafxeP01W/5MPYJG8/WwsBY1uMZTH78ihPGi8ou26SXlzdnSHlqhZuN7A3AafdQ3OriRqoWMmclJkwXYpHQu3sc0N1vKgTwUnd0Q01UHv/K70f0+6SiHxxPNbI7bfp7FGorulTjjXyW/OR3+I933ixc5gTTnUGU+yrH+tRZODB8i4Omp2hfSdxLuBSoVYZuGlCPM9KVTdU0RumU6bjjWc9i3IVEVnW/jFRPzMlj3OusUMt62XQB1B0xa6hZqNQclzd2u+TZrFM806aYwdKvhLDhLtA3QI1axmDbqmOCsXMNu1R0NIUD7IJAyOlrGXZWOZdtCJzUoGlrAjNuRH1ZxNX2iRk1tNRYOlj/mCSlYAxeiO+0vv/GKNTi2NOgf0y416o8FEbHBbVJcBgL84dLE7LrhN55fHFM9NgCbbNh6qgqMfXG2ip6j6pSqmYTVcmCse+xxbktqrV+nSQyToXz/Nl4ukSyNVxmjKvHkXnMU3K3M1SQtv3qbmL5nlXYORYsuewSy7Oy4edh9PK8SDnY1bwZoJoC7mrVWXpbSL5+ABtTAkOokvCiA3XoA+FrIB6OazCXGXfynghlBs2ZmxoOimgNS2JsSjeS3foEHJrkmiTPtUR5l1dPqIRCXNierwSDjt+ToTjhpulMzUOEdSqWK9qWF3TwrgqjF+2rtO+dfm2a9D7KmAkhBtmDmhaIittluzxoUgDynePLIdVumtP0nSzOZqWTQTHswr3s4dQIHlKleu02D1u+TPKWOKl9YGLWe6F4vFTxk+ZvEaCtjGYH64crjP7ZWbfZvZ14npZlO3SFOYgVv/zKgnSm7Lin5SZxQXe+71ZrE3LMjl/o6EEWwjvTAQW7VC9u95g1wDMhjg/AYrzg91aLdjaHRt6bkxnd2SR/VAj5j491CAAs5XHXVv0jhEbxsSYLoa236rzbMDstsRkLigZnm7noR+3feVBjEPQXyGx4Vsi4Fzl5nh2qVFc9vwKzY2UVffi6bbk6sTnf6j95IFdHAI+xh4YxmrY7yZIlazL8v9h7+9Cddu2q1C01PbTe/++Meaca82199rJjnsfvfecG+QokStE41PEYAyEIChBAiIi+hiCyYOCgj4p+uDDloCIIBjRN8GIBCIGfIg/JMEHz/V4jUmMMTvZa6815xxjfD+9t596HmqtrbX+zZmdvS+Ih3XTYTLGHOMb30/vrbdWWqmllrILBbQsjYCeGmo6l2ccZdfOHVzM6oYayTWhGNnrNKZJszzUB2CBb/TkPUt8gQ1ERs/RGM35PEnN9jlP+LDM+Cw8Fi1zMBM89UnU++6OayyIPIYbeAi+oIy1ccgiHp3oFKJszDAzIYGah4FdJ7uxJcTMt66kyYkZm/m9SFKzR2XJPKrV6HR0W3dlj0p2OwdRmzx3XR4GePQQd1lxXp2mDXcp4nxaME8zvJsBTEhXL145oNbJ5GDlJPF9GTuSvGN44qbnMRO44IVpiZOIXqcpNdv3JioNpS1eOxFsJcBRW4j8nDRvpvaFxjFcKW3HaYDFjMnSeQZXHcehg4wmhqzU2mpFd3DV8/p2hduHillbvb0umm3BH4BX+946x1jAVNXXKhx0YfaNxreFzjnG8bDtvE7ujyueXaQE9sHLB7yvImUDQaO3CoAWRSGZTiRdKCTWAYcl4XhYpWNJ/VFaErKeH3uuXg4yEGlAo98rRJ1tBCBAFNK6bJlSNUs5LyePednw9HAngmvkne6ri4plfIeoWWsWjWAgJmgI5CzMnS3iLshCPQpzoT9voMWzgIGqwAAGXJUpU/BjzrcoTsfVAIgHYGzvh6uAGUvSxmTxH8KemgC9OrneIRRcLzOqCe6npGaJog2rOpbNawa6uJKvAzPrm7hfMp4gAEbLYWSJ2fr+qWVBcWOjnLax+7XsNE92LZ6eFpyvAakSPhsr7ovDQ5XQ1Dv2uOOARycGqSek5htj64uVW2yGDzcLvbVUGwMzbsiPHHDkgEKMC2c80NY25rdmeBlaPeAMJvG8sYRrQNiXgA6KrIMqsnTAnXR3aht5k7lZqSgRI7K2V8PmQu3obez7bzEx7RCnQ4u2r0h63a1LBICWjkpb2Efxbmg/awypXtSgDov9QhRImOKjI6xcWudRGhCyPJZa/RB949IOMUHqA8sA0BkZR9pfMit7Mbpgt5eCxAjO6MWrdhHNLLHtkR1mACuR1mLl+VYNAsNwPgx8vVcjnsO1Fuo05MPsyjYDgDG/BtZSTSq99py1a0WybqjR9Ca2tFsrsrBXWTuVLKDsXoXUFyrwDMTsEL3TfBPZ+ayJmk+MfTV2yIeKWbtgnp7u3ho/Jtpr/9/tcvsCJV4bInr1vmBeRetxd1xwfDzg8RxxTg5ZdTKdlRMAE520o1tZI5qY17RFgxizizJLE2b6WJRtqXsGpBLKFkG+tvISs5ZiwtZLSmbTbqAm1LYtqkm6leJxbfS/lZjs+YQN0VIJ6SKmY2Rkhrk4TIe1hQQuzy4CQszvYxTuarmFCEP6sSzutUjWjVyH2DU6KiYmYhyWbegaqq0l+sVzMde7uzsLexJ7B48BIHsPaZPnnaYsRnzefHDkc+fiEVi1ISELYAi5dfDYYaUxDPeHdVu116e3GT9AgIePGZNjlBRQVaid1oh5Fqff62VG2oL60AyaGAWZxm45J+PA2JYwZVnsD5uUh9R7xc0JNMniTHOWRZx4GCd6PSsAE6Tqgg/Hon1JUOdGCIuhLI15w7C2MPso485VN2hlBCSY30zNvjFPJQuIK6pLi1PCtkZcTgfkFHC8E7G786U5PRc15RtZJqrCNBpYLrm3XAtQUWYmFJBtuLwYj3JVMX5Nu2tmoKfdI0xYDiuOdxc8PR7x8sUVLwGsW8DTOSBsHpkJl+pxZof3iseJJnzkVnyEC54oYWG/Y0rMzbwOJfauLVHTO9KyEQSAGAipzDgiwMPhFV13a915CLF0EA1MhbRjP+dpJyeIuoZYBxKg+yTusgWg58LZYZvPRGg2GAZmGIxCAmiq/ODrOj71IMZcbQsIhTqQUOlI83HJ1K37bcEW6+fSyj9MwIsacccBkwIY0zTY82YwYiU86msZnQd0bYoMRkKl3F0YB7fEjAoZMp3hAaRDJ/DY5SR+Lxusx4VgeUwZVVF73Q0oGWBSmorUVeWOWAFX3aFg0fxIV9cCjyN3U0Dpnqk7nYn33No+zd/DESNDBH1V68OlOlTdNZcqXiKZxcV1Y/XrQcWVJKfprK3u5r9iAOaOg+xklGW7AKBNGq2fHRKypvYGs3KvBKK9Y29OUgqKKh4dJyTLWrKSyBhRYBqDWwbBq2A1bQGHw9q8PM6XqXU0rZuUJCqLjscATPCiHRIGpgMoe72xMwdKz5MTqp/Ioxoo0Rp1XiPSNcKHirJlASOHre1Im1dGAyeySy5rkHLCkkQ/41h9M2TiJFcA3TWP7NVY9rEyT1uUdUfupwwiIF0nAVZk5nXKApBMblwcnHiSC6AZtTnayVJSQEl7psd5xvF4RQxZhcgZ07Q1gAmI5iROSTQlWv6x82tdQTl7JCg4SpJkfb4G5KpJ0WtADFHAsDPQUjDNW2N3mA1IdGbEAExf7AZdiF7nZqF/ywL60t5vmDLmw4rl7oqSHbJ2x2wqtpbPSUAKyE5yzigmuU9jEd3UnBDvVgEvsYBiEQAzMBAUqize+tVYF8QCStI9hUH3h+LaeDK7f9bPBl/hpgLOewbP2D47FwAQ5iTZRZtc47xGyT7yFSDTZAm4cQrgr5elsWd2zkoOCFGE7nHZ9MkJqA5caj/XjgUqECQ9exVqtAmg9Ry00tKo8xm+t/FVC8GHrJ5LCR9+08e4Px1wOc84nReEMOE+O6TscFm9hq0SCgd8Uwn4ZYr4Bf8oDueoLdrFNrfc1ocOXgAIuECPv3mmAMaEuBWMOw5gzHigDZuucQaUAClnVS3lbyRdspOulZWtQtHBh+lgCvUSkXjMCNAZM/HedYwOvwze/f83Oz71IMbailft5rGSiXUUVQjzYF4wAQ7EAhhMCxNVWHpkh8/WCZPCDQ80IAMtFWQwDuxwzx7PKOCRMlbt+WdCC4QE0J6/kqJf3jstMrQbCN318KQmSb3rqV9sY09sAMug4tamZ8Zw5h1j3jUA2uc3o7xRoU7KeljZi/VfrRI26B0jUl9wK1PLMQJsd/n2tcnZte4gQLp5Tgy8QsFrl5vYzd6bfTb7PKKVEbflBYQDScIyg7BmgrsEVBAOk/qIVKkNs+MGpCLQFi4APYF4x3oIR2c1eTtG19MRbLS060Um2GPxOB4vSFvE+bzgukbtLgnYsmUbdU3A2FkjgYYVwYem07H06dadkQtqdAg1axlFdu5gwnaesV0nOFdRikdQoAZihC2CQkGYpRW2Ji9JvpVQtiAAIAXZEWdZRJyr8Isu/G5oHb4VCRso0sXJFudqWuO7K3zM8NPAgvhu/CZ/3BOObRdflVmSttrQFu7L6YDT4xHOVTx//ti7nDSAMU6ptaC396XXsIlYYW3NkkjuVXtiYHWeE5blAPfxM7x6inh9moRJHDQfRIwtTFgOaysnyS/3jN4I7uya3f7O+734miu10hwREOcEWhi1ro1pKFkYiqTnRx63NcbOFnKvJRCvnTwuFrg5C4CZtXxkQEvFClwIxB5clYlJItDFADyaEFC1JowKBBXLK2hBqNKhVFwDuk17ZWwNi+C5aiaS3WtZAVo/D72FnFmCGRvYPxIm1vvUebgiMQvCtIhGrML1zr1QUbbQDPustlEGtsYp4wloyVXfsyVqlyzMkQ8ZxxcZeY09aPVw1bZ1RowFh3WTLLPkcZ99C18tlXBZPe63CXf5Pfx8eMIrWhuTblIDqxAklOYEbD4wgLj+GvC5rQIAwL1qYh5oa7+b4BFY9KAGZAIcLpSxMnAgLUup1CKSXENb08ZZgCCdTFbisjgCkWcMQ+YG4Mga9Fsgph2iPaFuKGRUGbR1TC+wZ9FdGIAxdBkgXUkzPL65LvgsPO48q4MqoXLvbCgsssyq3z9jh/c5aI6O9PIz9diDjSpWSGT5lcou4XnCvoWOh68mqnI3yMA0I/be4zBU7DNbyQwQ7QtpIJe1ZZvB3ghgDDQxGCsxrixq9wMTUiYE3z1IgO7NwVXOBXOfcG4PZmFhtkq4VmFgXruMT9yqjBLvBnkddgByvpyKetXZmCCW/E4MvyZdHJJODlGNwCzrhihimhKAcNNJNTBJg4bGyjqjNiZo58NuYdLsGQvfs9A4sYOXHJY1BmzahlkUnFQeRLZVBMnZS0u32/pCm1NATEFCBGOWxaskhCzvZYIsdLU4rJcZWVtVQyziBruFVlaYDivicUXNHuk6CYDRRSKvsV9LLR3G4oG7q+6UFWgos0NaALfda9uhctfLEDEoqi7HWBsrpRi1nwIABtWKmsPueXg8R1pWCiHj2Ysn7fjp476BmEEAPX6e2x1069bREpEfwhTnZcP98xO8q0jlfTycA85Xj8qLAPkpI9bUTOlMYxMUMNg9Qg6tdZlGcDO+FQVsDqIpccYCOO6LJxvgQftcRUsv00GYT6ALrE17JFoO1Y1V6uwHsXimGHBSgT2gpbwsWjpUEmYFAIr9LTq9jUFwXRwwAJZ+oiEgYRD1Wuv1CA5a96CvWkaUDYkP0qUHJuQcpG0/BeQi99K2Tdqen9UqoM9JrOyfD35X6nRWslSWy8fc6/zJiydR9qINcp3psU0BkcWWbCqGl89Mmdv3zlUVjgfM64ScQvNQul5nbFtALg7L5DBdI/w54C4/x//pT/iKu2CjiondTsRbsc/zcwwcEPBBnWWtsfnYTnuTQBCe84QZHo8a7CvsyeiW3nUqmURP44iwsJeQZAY8/A68WOOJxSj0zTjalp+H523nn/eGf1/v8akHMcC+p35cxAHdaGgp5127fvu7z/CCb+aA3/7eiruDTBg5O5zXiHVziMF27EDO0hmTCuFSHGZzCIW0ElvJZGPpqtnALWl7Q8GqbdO93rl3CzZmxA5He1W4OSRKnEL3fDkjN8fgLtplQGus8pnRcPLY1XTPUkc9UZESHcuuY8keYfVYN4e7Q8Y8FUkkDlXEqC73Mktg1FpRnCyQXfQLpEq4gHFCNxi0lsEe2qfJ28QoKMOcH0Q8xg6uEmYWUazoG8Q1045cHEKuiKEDFvOHGZX0XSBZ2oRlbMPYhSTi1rorUwC6SKkuxMzfHh7vcF1jY1psASIH5ESyCysE5zrgC77iqkCiVmFmpuIQg2/eKiEHRBVuSkmv+9ukTfQiq5qipVSxrRHrecG0bHC+YLkPWIrseNNlQrpOTU9jC6BR/kQsWozkMd9fW9mncQ7EkknjZNE1HUjrknJiCd+eV/U5Bl5sUTAdlXMVmIU9yZcJIAFSXi34fSw4xLNeNGolq1q6tX6ctQ25ZeAMn0k7XcaDC8EHaeMtySMjtOciYrz84DWcq/gvv/wZbMVh3Rw+eTggF4fLZcayrHj27NQ8bVq446Llx0HsbroJIha+1feyYc2yOJAKixvbRVJIsPckC3Fnb8xNubV1K0hxI9PFqjdKAcUz3KRmcMmhDro78lWAhjoLN9CZXRfzmYbEfqfPz0k1LpXAWcHJ0FZds29CXwM9VjJE+1z9OjXGxFnKeYEPBOdiY2Gua8QUk7odE7Z10nvCI+SC5CLcRUz+bEy2Ep+1uls3VnGtw4+IpXOI9HO6fet4A0PETTPDxbVSlfNdXD0CZ+eqWDVUufevq4AYZtHxPZsKaPNYyj3+P3D4NTq3ks+kVh9jMrZsXkUHY+uAUGfyeraOtBw9iDbyGSI+pivOSOrU3jU4ZxXqCsAhVCStOPhWybCKhzXDVKg3GJsTuax/FjmgI1bOxztYl9su2a91/P8FiLHEZyutVP3eyioEQiDaMSFCgfXB8rJO+O0vNvyOL3y1hbBdrxOeng6NDj5opoaUADw2zT6516yZWh3WLWBdQ9NFZNWDXIrDVj02CGOTlXE5KUtzUfBgim+bPwKc3lxoA7lC3RKpZx7JeeAGBEa3YKBb9TegpONqhoiYP1MjJh2KwnwAH6sXzcSE8yXgfg04+IolVhzmguf3VxyJARUbAlquKV6Bg1jBOycMinjgvH2MdVSrBgPi+WOS7KIeOZ4dpkKgzWPyVXerIh6rVRiyWKTkZYxRra5l4UgysmveMAC6UNJ8O4IJULuo1Xwr2v+1g6YUj+tlxunpgOsaNSFYW4IHxmVLmroNhkiYSI0DHRxVpEH3IWxDVut7j1pTm0RjJWAibFexaV8vCy7nAzYVuxr9HkLBvIVmEnZ9OjTn1bwFrJe5fx7sWTTnKtbLjPm0SEnDAIfqEriKgJKSgA0DM20RHgL3GrhpIGcQUWsbNdUq/hxTViO9rALQawMr1rVkIMbak40x8yr03n0mr5zosGDW4gAv14+ZkKp4fpxPB2zrhFw8LmpuOEURXk/6ea5rQM4Op/OMh4c7bdvOmOaE4/GCedmkrDVvmI9rL8tUWQCYCY7rW7OyY2rnZSxX3oJMOAG65jHUlJHDTSWMQEXJDiAvADJ55NOMunnptolZQA2gQlZlHodAyfaaLN5CxvpYVxsAAS6VwEUEub0k2IFKtZZsYKd5stdsY6GBUwdr0R8Z0VmzvpgF6JcsrsY5BazXCXEaS769BGxmeSEWBE5gL12drJsrA48CPGXMOJSd5ourk/PZ2MFeJqvaUWbjbgdgB+a2tGymiqfLhNcXj2vt1gwFwGfqhE/8ite0YoLHzISZ3Y69uDVF7RvfXkoazera37HDB1jwitbO7sBhQ9n5xQCynj6SOLDdc8RGFYWtXLQft2YtMgYct1gYXY9vwUxQacbXe3zqQYxoX94+jGWxksu4+weAiq6RecYRX+SAly9eI04Jy2FtN5i1vTpXdyLPWh3W64xp3vDi/YemSVh1l1uKx+l0RE4eW4o4XyZc14A1eZxXSUguDCT22FjLT+jW/FeI4DXbYGR9v+rEa2i7josPdDFHTxcF0Az3zCWGIWLlIwe8VwMqJAn8nggTMaKTYbdVwmMlnJRJomoDUpxMiWY4V3F0VUCXMTKut2JHXxEdYXKEqZIGdgZcW3fX2yi9ts8iu4CsDNrGAbkGrMXhvepwH4Alyqdcs5SsPDEWL38dvUMItWkanJPJnT1a9sxot2827aX45gVSa92lAwNC6RtNnLPHtsniZyWGlL2yKhIU1xZQFvo+eIaDCJ6RhWmj4lpHSK29g8f+tfZi1yd3YYCClqVuutpcRc4e05Tg/Ny6a5bjtXUxrZe5gbOxfdi0O9engxidWdSBphjHw6alqiyjq1ahmIOwIWSi4sEDZGRqrLQEJ4Zjop/w8LPQ+/kyoVryuK/Nc8Sez3QtnYlwTSzLVcZ4E8+Oi6Wes5I9oMGEZvJmm5N1jSgKnIJ2qhwPW3OqHkFfKYRapcSxqZ5o0vb4eVnhfcVykDweOQ9Ouohqb80mYs2ncODaW+L7MTJcDkzvEATbgqvnmTk0QNcTpR3I9CBTAM56vbRkAwDVi15qFGxzcV1LpaxcVfYFTr1ioMCrkpQGh1LeKOS1EpoBNRtru8+h17Pq6zTmzlUcDiuu1xlPp0VCK4/X5gllc06cxE+pgdvDKteZGECEqwWUpZyE0tkya/9GpTa2TJQ8Xg9r/W9hnmrUlzQXavRM8gNAPN5dMU0Z6xolJd4f8NWniIdC+CoqXruMN9oWbSwJ6ybcAMaRQ7cBgZR1Ete2Bti7XHVDfHtEdljgcabcGJ7bKsCol3zSEtQ9x10+IIbXmdmjkpS7bhtGnFVGCLvS0n42/c2PTz2IYcKuRGT1Orsw9nMzd779OSBeJJMD3jweAADPrjMOh6v4gtyfWwy9tYcCqvVI0vK4HK8tiO1479tiKOK7iG2LzbJ6W6dWH72uESl7bJvHlh3Oq8clO6yV8AjGGzg8QtqhI1wbtKNvDdQG2lK1ge6kKKWjHktgKH2Bx3s14ADCMmhpCgPeoYU7Osf4kBgP54CvJilCTQ44zhWHOeP+uGKe8q57xSZP0ZiYiyjgM2MmwsKEWfU8F+T2Pt81sMdral1oq6t4xgFndniZPF5UmbwvhZAgYCxVIFTCquzGNIlXxrpG8ESgIuLaEHM3xdPSAHOB82Jx3zQvJvRT5mW9TrheFgDAtoUm3jPmpRQgVQF6dmaqbZpJdtMVMpk7Yu2wYlB2Ik6urgUcsu5mRwOwaQ4tkdhKVgCwGrXuhlwo3c2bUHg6HTEvK2LMMh63KDqYmAa/FC0HaheIjP/SHGCnNWK+uyLMrjmlmhGe+Y+00gZxBy7aJdXShKeCunkgEJiHQEUVGrcyBjHIu/a3t63fdRCL2s9sR7xrhx08TcZWWe8L7u7PCCFjijPWLcJ7xroFePOiuck96ufeLP3tOkvbdtb28LQFpC02UOx9xbSs7fHkANJOHilZ+iaodq62koU8eCiT2Q7c2u3rCOoqOBSIGQoA8r21mRj5KqyZnxNojR3k+N6lJk80Cq+7y7Ocezn/RQ0HbbEuyTeAPWqXrHxI/u3F1bQxdk2rXqus4KkU39jwedpwvkx483BQg0tptXdTP2cWZyH3tDQhkJ6Lxo4BcM61c03EcHofWqlvBKztXtRoDitplmLv0e03G2TWDP6tFv+UAx4vAZdCWHSBT6h4otzSqCtJOPGBA2bNxRvZEpsbN+1MHSUVtwDGKhInyq3NeixVZdRmvrdbWwCctaJh3bQWncAjENXXMWGvuflWAESa//SOdfjrPT71IObIAWIFJVoL0YTU1oWEoeTiVRtSBrTpIf3wDwU4niLW5PHm8YBndyuePz/hsx9+grtnZ4SY+k65DFRicUrrzyq+3LtQFr2ZRQyou0uSROAYcitNXdYJpRDOOeAK4AEVZ6rS+syqfOG+2CfqBnszSxq1CXOLak2EqenhiR6EK1W8zx53INxpiGKnsAV8zFPF/TFh1ol3jhPoYcZTEoDlN4dFuzy9Lwg3TIX3BUmZAQtnDE5Sm6ci7+VZDbg4cRO20E5g7/JY0ctgxsoUYly54MgeK0e8KdJ+3W4KJqCSTkhS0tqywxQ8YijYUmiuwzOTuLVq3d6H0ozFiBi1oGe9AI1dW9fYyj+l+JbmbC7CgJxL88Qpw/1aGIAyXWIOKGJf5xyYGdURSmV1IhZdVowFtQrgMiA1Jhg3pqeSgBKdQIM+zrKgAIBOLLlMh2tjk6Z5k8+RopTIsgDx7Dy8F/O0nAOci4gxC5uwqghZHXx9LPvOI72O5EsDMOQqoFomUiM1CgS2c2xGbL7CFQMykDLHsAgDaLvkseOl5l7yMxandcZURs1W2trawuR9wXxcsV1NKFoQ19i0Sg9PYiu/aMfPeIyt0w2ADSUN88rZ1Kbe3H7HvzGw5QM1kOV9kegFjcTYv2jvtAMAzlbm6R0/Bl7Fhbefq3Z/AIiHDWULvVySpI3ZT9r2vEZsl6kZxBExsgIWAYo65gyAa5Bi3sJuYW/Xy5jtAQwD0i4/Ovqa74uxjGLxL/EfxpgFX/HJmwWvnyZ882dO7dq06z7QBaV4mY+2AOaoWjIdbprbRYNGzcawgSibyw0cy4O4jf1aaccYjYeNAfnd4CnkCy6Z8PO0ib2EK431MBBhLMkE19gX24BnY+nRmyLMM6xXGrglZWcFIk3YO2zmx3+jMZ49PsBJZxQT3uO5/V3k7nNGkGaZbuqqQ003nkxW8urdVaPi8Tc7PvUgJrCKm0hOtpWIuiEQmqi14HaSJXxLPeKDGvCAis9Wwt2S8MH7T3j2/NRKRAA0Hl53qhT0ppAd+3qdsV4nabVLAesWG624JaGnU/YKWByuW8CWCFtxuBTChSUD6gJGUjfgyISXNbQMnoLBep9YsidIBu9zDngOh8M7aLtSe17PmYEzE94nwrOp4jAV6boIddf2O03qIKsW/vOccDxseHha1IfF8n4yFtUJ2fGum1k8aqS0YgZ3EYQjAta3rsn+GG82u7EqyQ2amPHIDkf2mNjhCAdAfAtqEZF1zAIWLk6SrLxjzJMIf1P2OBQPrqt0rGgZqRTfFqPrZWlsS61OE5tJuo2KgBZrm2SWbq7CooNiCANThvPhSAypHEEeo5qhlAhEIvoVN1NCdq5lVZVCCMWr+ZdoF2J0TWxpQuRaHZKKh1OuLdQx5R6b0Bke1xapUtwu3C7GBO9KW1gcVBipC7lpJNo1H0tHAG43Wq18NAIYp4OTAegCTKFI2URF1bdjSQbFUB5SoNPEoQOdb4utlEA0GqQ6EBHCnJo+yK21CTNzinh6uJNyxWHF+RLbjt/s/8djLJfswczbpnbQ10/qLOt9FZbA1abHcl70aN4XSbVWwNvbfqkxJZYzdFvmMncyYSFcS8ce2YX1PIMrNRffrPlUYZKd+vXpgOvpIDESyg7eCqS9ms113UfA5bS0XCGbO6X0Jq+9HK44HK9t3JhAfVc6LR0UpC1gXWdsmzynjWPngMfV4Zd//R7XNeC9F2cpLWUP5ktL47bXMQ1Uz5/itsEkxx2M6f3ETMg3gZHj+7X/j+8XGJoDnOw47f6xjSyzzB3PporD1eOrbsUTJTgQ7hAbwIgsrdWm8QTQmlNO6j82HgZWHG50ktT/9lb3MgIeE/s6Bhz55i1jv79SwQM2POcJpD+btSvVsYiITQAMljWL2ryt4wVy63omBL6d6X/j41MPYjaqSFRaO/VRHV4JYhRnboFWkpHvuT32i3XCS894KoTMLLv2OeHF+w843F0wzUnQupeui+06YbvObZeQsxcX0essrbTFt/JCLmKitWVpsUtZOpqessOFgTMYBRUTpM35hTISxDK3O8jOvUBakwkkkexM8No6bY6JDkAkYHaM41RaOjIgPgjX1eMuO7zSTp77JeOwZCxTwjTl3UTinIAaKSfIDT/PCfd3FwCSQ9McZc01Uw9zQDXgtiaPy+qxZkJS7Y8Z90XNBbGMK8tL2rXzAcBwE4833pkyVojnwcIeGzsc2aHCYWGNfyhyLqOCicrAoTjMoYoJ1TUi+AXTlMVm/njFPBuLJhqJy3XCVZmylH0rDZnWxrrVRnFxGV6vQNgSUkFS0esqgIYUeOoupjC8A2qVFu5cCFvymGKBSxIDEZM4mi5q7GUTY9pEeLrpjtW5LhhuO+FQkTZxL3W+grKYAVq51MpK5nRrbrgj02C71ZICiDLAUirAEHAo+4rabNuNZbkNpXRTBocBCJjr7dipM3bFAH2hqQ6umG4BXUyae7CeCVEpS4dVAFpJgFgWnUn9ZUIM2K6MeZNNSgwZ3jFy6WycRW+4sZNneF/vAi47/coAOoQlkmtfYRqZsitPmVjUnodvzsdoBEjEoJmFsS0ejiu4MQzWzSd6oqJty2AxbLP7PK0RVcHytopHj3XJGZNsfkQWfzEu5JfzgqenI7Yt7jY0KXmEUDGfFtzdXzBN2670MgIxARCh6WKSghdhs2XTMMeCOTk8bA5PXz3i/ccZn//sk4CUy4KcZewaMF8OV0xzAqfObo0ddLfXxz7zbUkJ6GwboKXf4ppu7nYTZ5uDrGWxp9MBH31yh1NymMGiUUEGgbChalaSx4UyMolpqY3llQouyK0j9fYwPxlAXOfFV6aPJZtfM3HziHEgHBFbxIBFGRiYylQRVLKwkTz/yzqr1qVrYgB5mwm1MUfjXG8WHoB23X/91aRPP4gpkBTrXVQ4aWYEi4lPhXTheJadb0HBDI9vLfd46RnvHTN++7Or1FrPEf/9yy9xvU54/vyE9z94jZcffqILghgbbVtUfYskmq5bbB4A1diZzWPLHkkZl1IJWwU2JpwZOEG6jO4gYlcPASGBuDEnDCDp3xgit4EoPfnq7QIR3oZK8CSCUu8JwWtOj/6bi0NcPc5Jdh3LlDDP0q44WtIwSxnIbvaRUm4TOHGj120Cs50GoB0CvsA7bU/PisTR1ezNX2BkKtAdK4HO4O5F2f1rJrlxVhRcyeNRQd2BA16wxwGEOwUVZwYmALECVFwT3h6m/nrNG8aX3eRqAGbLbgda7HwVZV4MvBQtJ9kzF4i3mFWGoY/1pLd2YzYIVABfxOGXyOlCat1MQEhVuuC2qYFI65Yr+jze94VymjK8q6rLuImP0HJRnBJilK+mKTATMvPJGan6piOwLCevNvu+P7cJa60DhnwVIakdarbWRKiAtPnWffs3XO3mivb6fONRAikBoDhQlO4SHspL9v+mL9JwQtF9SBnEgv0AiDdJEnYiDgZ6DeT7nkxtJWIb93aM8RC3x+hf0q6Fqw1M7B8ssz4zKRvcmQPnWZOVA5bjtWlS2nMqAHVcW+mtaCgjkWilnh7uRIx8EK1OVg1fztL5Y4cBi64Fqq1cUrKXcqyWfk7neWfuBgDBM+Yp4nyZWyZVVbbFB7Fu2FRoXXRM70BFFfH1tnmk4sQBmxhPlfCVq0f5yjP8L66iLhvS07HFU7x4cZLrUMVxvFYnrzclZC1T9fK/H+75Pas3fnZ5vq7NsqYPyYBCC7fMWT7P9TqhMuHhccF/ezPjE2Z85BI+ad1CAhyYPCr6PXJSQ1AHwqZsC7juOoo2FFQS87vArgl3RwZnPCYmbIPTvDAtAl52JSdSVnvcOCIBDnjGEQ6i27EyVsvmU0amm6eKrmOUCvyWY+9wSLhhP9HWWg2I0OigKZ2GOhNEZ/Kt+R7/75crPvzgEc+enzAvK7Z1wunpAGbC/bMzXn7mFZ6/fECYE66nA9bz0oCLtcyRLizOVWU8pMU2ZY8tdaO3pN4xFwhdPEFKK1YuMuBiGTukAtCkA1Cmki4UdUNN0i6y7PDlNX0mBC+izxCq7IJQsEwZR50cXj0c8P5zNJGrpDOrfijs82Ju84XGDJzq+oIZYsakN7pMCDpJQxbswNRAjIfDUalIi0PIkE6n8QYc1fOjIGyvn5FdizBUDokSNq4t/FNKjsCRHU6ZsFjLo97fzslEJsxFF8iGmHF/f4H3jMenuZnqbdpdZowK8DbzAqhgGgJbiv5/nFKY1Zm57WYEmkYIFccVSJo7Fbwkh1Py8E60OIA8xgTKUyyShN2AS8EUR1ZFRM5m8GaLsfeWy1Q7A2ddZkPatC3Yln3jtRvJBQkNdH4MzdNcGpIupJ4crIyL6zlQ7QgV4L1z8luuWaZFKW7HwHBxQuGrP0kFkJ4WbA8HpDU2J+CSPHKK2K6TdBOabigFXC8LmAnn04LLdWo6uH69tCTlxp05N1ZiDAY0wMOhl0rGUkQDhMTt3/g7ciNj012Tnatwi1yTkqTjKG0B1/OC63lpoLPFH2APrgzI8cCgvv7kBbwXgzlzjF6vM55Oh8aiGMM6Mg2TljatzGoL/roFnC5BdGIsDGVwjOADpljxeFowTxmTtnVft4hlSsIUJt/8VAwEGfgutWexXbID6/x5AeNXV4fzf3sPX/zggjV5nC4BL5+veP89NaobQBcRYz5c4bYJSVmjMjBuBkSyGjGWLJuEoPeLie+LlhpfvPeIu2dnnE8HXC+L6M2YkJPHRRPXP3p1wFevHv8dBb/qL3hDWwMcAHRu5N1GTkBFr6AawwJYpYExKVNiGsnbNOvdraOlo+c8NfnFpvlJxrrILca7r457Sf+MhI1KKz9VYs3mk9eaWQQcps0EzL0eTf9YqO3oftPjUw9iblXbozhq3L3b/zMY31QP+H9GYSmMWcgp4Pl7j/jwm7/aTMIm1XtcHu9wPS24Xrr2xajQolbUdgPUSsLC6E4/MxqAKRDmxXZtxgxM1EMCCfudPetFZ0gistObNkG8YJKBN/23VcATwVWHWDXnSG/g4Au8Z9xV0WGsWxgyjrQ12vdWcu9L874wzQXQJ/LWxYLSa8pWb1aQIOdDtD+PLGWxGYTAXhgkdYUEAZYLddv250BNpC3XUcDLmPJqLYAFhMKSSJ5QcXX9uTwTPnE9FySwOFO+twW8v0UcXcD9w4wpMmIomGPB8SC0d2XCMmdMU8E2+2aCuGbXrrGBF1vGKjpwATqQKWy+Dv1rGcTNAAGVGyhypAAJjMg6uZHHdfXwHphjQQwFMcpudpmTJGFPqYlJWwK5tkwDWhoZkpibYdwAXIgEvJgPjFNvnhY4qEDFudos2xtoCZLL01KSzS1Wy0xmdy+DSk+GuaoC8hjiDmJsIdZFnYs8lmoVBkb1NPAMbF4mXnWv5eqwnuau4bDddZVQyetlbpS/dYsdlg1BS8Rf/fgFlmXDski6+HK4IqhjrAAEt0u1BrADEaM5XwM3A2u5E8AytcBM+xm1x6LrkobyhvcVT4934gJsXTpa7h2f3+z7izUbZN/ccB9VC0TEyngEKYMnLSPVHp+RioCJ/h6BS/LI3EG6jXtzP0cBKDHi5mVD4yKmKPq6Ugkfv54xTxXHOSMXh6dLQCqyAbTDk2rsmJBZXMAZsjhewPi1Cjx+dMQLz/jMfUKMBafz0s/BJOdrWyd88tHLzrJU2pWPbFxcLjNKdQi+YN0mzJNEPOTk8Xg64PE04bhkfObDV5jmhIfXz/DwcIdSPM6XCQ+nCa/OAVslfMyMX/JnvKINabD8tyPA4YAAz2L4+QbbW7l7NjeetZNpUeOMZbepdW8BGOsKMvZkYkupJgndpRtfMXbYVKLhuLdj21crOTkyXxq54A6yKZ21kQTYJ1YbA/+NHJ96EDMe1l5mg9oNzIW1Ic/skFDxXxJw+viA108Tnt+9wGdfPkqJRdNRAeB6OkiL5BpF4LlGbNvUarWGtLck3SpiL69dJUXKRybqvPdaJnK8Ky0tDpicMhXDjjM4brv5qqC1sOhK9mIvOQhSriEhHBBdRfQVy5xwWBLG1Gmb0OZJsj2WRVpIDcBYa20IRSfC+lZnRjEhoopQ2RN87VoZm8BjLKh8xJtNAM/7ED1PYmBl4DUXPDhZsD1piYbRIhds3QpwcMztOo7g9F0sDYDWqdZMoXRbbTTnSlX+ccUnED3N89VjWgl3FPAsVhwuE0oB1uxABBzngvtjwuc+eMI8SZfLliKeTgvePM346BRw1es1skm3E7v8vmkwBRhSBzYSedFLi94xoqvwXhg6AAiBcZwz5jljnqTbLcSMWb0y4pTaNTT2zMy/Wm6UghEBK0Obs46B8Z+1JZsI3IWqqcil6V3G7+2fOfruAIyvAk4M0TsrUwHqBoiWmszUB4JYNwOFpIPYSklFgQwJy1OZUFcNu9QQyTBlzPcXhDkBLB4f6Trh+qRMTZGy0uV8aFqGbZ3wdDpg2yTbKngpVZXsEWPvshmBEWDaIbSSmo3nkf0Y232N9Wq/G12PoV07uQt8x9d1Ttq2l+zx9HCH60V4W2PbjEmtCkLGUkfJvgnXr9cJqxp4VtWeVMYevOTOrFjZ1CQOEtHS56rdvchWWiVcsjGOgN/GMQ/45OHPAbNnNQntqfC53TOEibpeMAMa1SJfX4NBxeFzjrHMkjd2uUiXmWRsadlMBdbWsJFzwOWyoGRJNd+2gI9f3bdk86igcEsRbx4O+Phxxserg8OMdfsdWOaMN0+zODxvHp+wmJmeKeHkMh5ow0ndcSeWTiCbEDwIM3vM8IgsJ/GOAn6NzniihCOkzLlRbZuvoD8zkztqWpS+GTSQZB254ybRGmACHI4aIjmxk06pwZ/GnmMauqRGguBMGRPEZlVkG6yC4g5XCNBE7L2fzNdzfOpBjJUgbKEyKi6jL2626N1zxDeVGRHiVfJsqvjs+xc8v7/g2fMTXn7mNQ7351YfF3HbhJTCTpy1mdhN67brFrEl39JKc1VL6SBalDAIHqVtloDkEatoYIK2IAszJI+TcowEnNmRqsOaCWslJCZElgymg5ZLIoCJGHNgxMgiVD3o7vEdltgAMHNq+paxxDAKGOUN7XNgxtwcMuW//k2IspjkFPBqu8erpwkbAx8Gxv0iC2XOhEuS8MS76vCKMs6w1sH6FtVoQEAYFGHcVhKqNSttaf4FhcRPh3R8vMXGDTeoHVcUnF3Ga50gDuxx3Bxo822SvQO1yXzbPJ7fO9wdr3h2f8az+zM+eBnw4pPn+E+/fqcsWy8VOv0qKiY9bwZyhrcSdKfpHODAbacqXWRFSoMNbLICF3OO3XbXz8pHu3LRwJZZyciuf7u+Wtsn10tMDcAM3i9WKoKxAyMD4xikbdctbNBVUKwCYAyc6PPagi8n5Obim8hXBbyNvXEKBbm7T8ggV9DD8r7m+wvm+0trwfaaCRWPhGnbMN+tcs9fRBMzH1aslxmXQRd2ogWHw4r3Xr5pImgaz5N6QxmYATAAxUEIWrq5IoD++2EMWLt0y0YiGTPsdNc7/L2xSQAwLRvuAbx55XE+H5T1QWNZTX+SrfW+QjQoRSwCbGzv8r2Upai1l0gdxPtppv657LHynsQHyWwbUrXr05nFCkiq/c2lli54EpCKvhkwprlbKfSNwOhBYt+/QcUvvZLy790hYZlk0+muEy6XGVE3ZXa/GAtTssNXP3kGcsBh3pCyx1deR0TP+PDlGY9PBzycJnz1FPFQxQrDAXj4ZMYDBbymhCfKWH03nBvTp638Y8AjQJKjDcRYN60Bmf+FnuHL7rwrO41Gdfa5R4+wcVM3alwMhIxzn9P51KG3Vxv7MrZeO2WuHah9juug3cmoOBMjc8VKrn0eO5pPmb72NwJjvmEQ86/+1b/C3/ybfxM/+7M/iy9/+cv4J//kn+CP/tE/CgBIKeEv/aW/hH/+z/85fuEXfgEvXrzAd33Xd+Gv//W/js9//vPtOdZ1xY/8yI/gH/2jf4TL5YI/9If+EH70R38Uv+23/bb2mFevXuEHf/AH8U//6T8FAHzf930fvvSlL+G99977ht7vhTKKXuARaa6D+voOEd+an8EDeB8Ov+2ZODp+cvb4yicHxFDw4r1HhCnJDiVFYV3WCUl9D6x1OqegSnmNHxjM6gDguGQEz609eRSB5ewk1bgI7To7xiHUpnWwxaoBjdBV8ak4+FrhiRALAdnhxIaUCQuAo5fnW+aKw5TVGVIWOFvMRhBjrIkJ1sy625gY54SNse+BPVVun8t2MpbnIp4OHielWx0xvulQcH/MrWU4Z4c5VfhLgEsOkSMeueKRHK6qgs96m44gZBz8bvc97ey5TWj2LoMohoAbQr+hZ8iuM6HiyWWcueBBX0FMAoEJDg/J45gCPALee5zwwbMFL98743C4givh7rji5bTgaXWYiHBwnYEzoOo9N9aNqAuvSRdzrlCAYgCE1Y9HNChmZmfM2bhY9kDLrne5bQsd2+nbea028TlJ/60aTmili6olDgU/KuQBfF+kza3X9ByAiltdF7l25165EiMbIS9E4M0MmaS0glC6SVpBBzlDmzcci9gXwoA4X+HmjPDeBfUqbqq8eVRN8RZ3Wd/8a1zIWh4rTQzrQ8VVd/DX6yQs17JKuVmZFvmsPZuHixi63epdmrFe6NqLHYtjY9SM+OpeOMpMoCpC3Gp+U3o/1ywsgrVQz9q1djodcb3Omibv4YibFYA9b2VqPi3B1921sNgO6wgqujmT96yXawA85pMk/7e/BZAlX07EyQpymHZlWAcIy6yvbawLDV81MlTHae+G6fc997IbgEcwPnqKYAZmtU6oWjYt6gOTixd2jamBOwD46PWCaz6gMrBWAhKAT444LhmvzwEfV8YrKnikjEdKrbwjglg0PxRjPBwIBwUvxgTb6A0KWiZlYcw0jkDwzPhMXfAr/tQAUCYJY5HzwHjB0rQCepuNBgQ8hbZWuCbWHdfMds1BzQjv1kvGXs8ev/OUUS+ZTL49/kQZwUpRzMi7G7183UjmGwYxp9MJ3/Zt34Y//af/NP7YH/tju9+dz2f83M/9HP7yX/7L+LZv+za8evUKP/RDP4Tv+77vw8/8zM+0x/3QD/0QfvzHfxz/+B//Y3zwwQf44R/+YXzv934vfvZnfxbeyzD9gR/4AfzKr/wKfuInfgIA8Of+3J/Dn/yTfxI//uM//o2+ZRw4tPYzO8mW8vmcIzZUHED45gDMvuC3f8vHOBzXJuI9Hq+4f3YSTwQtEaUt9rqx/cvS6nddAzZNDZbk5KKuniKgHUs21jnC3BeRXGRHsnh+C8DILrvvlr0TKtN0KNc14LJ6sdgvwr4cSW7+ycvOPfra2qDtNYH9zlDq8rqzDp2Bsdc18DIKPdk2usMk2C3CSbsZZlzOC968ucebR7npX9yviLFHNpQigW3WiRGuAYfscCxyM38CZVCoU4/jeFfvSAStAxvTdgtkgf2uo7QpsB/2d0EzSipEOyOPt52mQyLZ5SQwHiD6lY+zw8evZnx4ivjM8wWHJaFUEeACwAOzBFY6obptUTBvHq8LoXd1B1ioPW4Q2RI38EIjULkRXNt1sd16JfOwEEt185IBAGIGVQd4MW40psUH8dOoqKDsh/ZcUlM76XLi6lC2KK3O0bqZWAAFBqBE3EW8LNtwtpme+rgCCHyJqCcBDpx808q4OYEmEQ+T5f4Yi2P6Gq/pVEWZmKiC5FBE7Bs8aKstrFDcWnvpynmxow9rgg8Z2yWjFodHdYs9HK+Ylm0AMcpCGXBTEPlWdxFEG2aH041DM7wjtPMLNSC0+9WuJWv5mqt0CY0lNsv2yVltH1THE7yVkQKCFxbvNoB0FBiPY8iOrBb8SUtQ3temSbGja+T6vGBgZiNZwGKwzY98zlLQRL/WvVRuThsDO6drgnX0yf9TBQp7XBh4AuMMaSknpuaplavD9VH0a599/4p5SnAuYFkkVPR0XnBlcVEvRVy+zTrhWgmvmBuTUq4en2FxrV3BeE0JH7sVJ/V5sSHpGA24WJeOsS5TM4SjxiKbVcYEh4W7DYh97iN7LOzxmlYEZUQMLNnz9TlQWLCqZSIPh8Td84WUAXIYdC36u+6tNqRYo4OxMTRyZGFuWW07rHu0chHwCDFlFTlEfeffvOv4hkHM93zP9+B7vud73vm7Fy9e4Cd/8id3P/vSl76Eb//2b8cv//Iv44tf/CLevHmDv/f3/h7+wT/4B/iu7/ouAMCP/diP4Qtf+AL+xb/4F/ju7/5u/Mf/+B/xEz/xE/g3/+bf4Pf9vt8HAPi7f/fv4ju+4zvwn/7Tf8K3fuu3ft3vl0DCxuhFn+HxTfWA30MT/rdveUDKBR+9OuBxA6JnfPb9Kw7HFZ/58GN84XdcdrspIkZWcNIFX+IXYF4FInID5lk0CDEWWWw0BLHtSnT3Y7sY2Q25duNOTnYzPNyk3nETZ85q1mRGTCa0K2qwVq4BHoz3HeFO84MmXzHHIgLUKO8txC7sG8tEfthh98m06yaclpfauRjGXNshmjW4CQS3iPPTEY9PRwDAB+897piDUdFvYZneRSmnXAIKO9wVwgmER3obiIxABeh+P+UdgIVJJ4JhYnwXsLHJBIDugiRnxTHaDq9CXJGNrt70eVZinFDwsHl88tUDnocF0Us79ALCK1Q8MHAokhu1VEIcukW8s5wpBS2em0fPqFkRTcUNc2KLG/fW99tW3uKdgFE993I9K5A92HWBK5XuXosIOM1uQhFvFaf6rLxFTMuGEr2k/wLI2pIclw3xuCLi+pZ+yhJNuZAqnTVOwDQzdrTdPaE8LrvMHhfEJt8fN1DMDdCACZgz6JDAm2Qi8dYjC+REUE9Y1nNEKiAmJniNzuApg7NrYIwco+SA5WnF5bKIxiiWZvxmQujGblbpvPOhl+Hs84gBYwcu1vZtYKS17zrtRoH6uWjAYCm+bRjKkCtkYymngOtlxrZJlMRYNrJMJ+8kTuT2aKA51LdATdZOxoUJl+u02xzZPFAG0XLbqFTZ2OAaMQ0+QyLidaobdC2o1cpWpQwyKadMDgDv+3slAqKvTa9TK+GyOXy8ebziKgG7ugAnMM5MeLM6PH7lDp+5Szhqarpr71XSpbfs8HgJeMyEC4AHFJyp6oYKWKtHWj0KGG80uLegtjKLzSu2WEeNC5B5RWJbQgMx+rmgnYhAs+enYU6yDtYXPOE1ra28Q5ByU1BmR6J37G96Z5Mdfc7swGUUFRuAsTlydPm1kMgMEfBKS7fqauzzcJ+j7fVu51vW5wO5tqn/eo7/4ZqYN2/egIhaGehnf/ZnkVLCH/7Df7g95vOf/zx+1+/6Xfjpn/5pfPd3fzf+9b/+13jx4kUDMADw+3//78eLFy/w0z/90+8EMeu6Yl175sjDwwOALpC6h8dn64z/lQJ++2fPePniIzATXh5WfPELv76rfd49O+PuhTIvSv86V7GeFyTLN1IzO2utq9W1qACrf4+0vu2a5PGxxQlk9U6xWnPOhMlXhJl7RxCh6R2su+RwWDEvq2pjRJvjSLorTteIUxWNxvOp4DCXxuJMWkZq4GroUhh1Lv3ffjDZ5DsuouOOr5bOvthCakmy6zoj5YCjvvfRFIx0om67RbUDd041JtnhnBwCBExEZUaMPWF0XUxGbe2BQAc3OyGt7oaspGQBoHYYjPEgTOwQIQuauSUDgK8ymSTqrYJVgYxorgTgvKaMMxxiltZ2afzkRoVnyAcohXBgeYdONzIWXue9gFwpN5XOxuU9A2PJ4OMR1cbdGDa5VgJOvS/NmMwAza0pmwFXrj0XJucOdm1MbNcJ63nBdJCSCrnaQMzomDsBwJLgoDv9WsFp39I76lpaWWUANG5JoCkDZ8b2dEBZqTmp+oPor+AVnJwnOGVXuDggO9Q1irYkeymzWB6QMjc7xoGkJdzuUR8FHHkfEacNh+MFp6cjanFYL3N7H2GSLrDGYMVe2oOOj5buTZrNo+CJtQFALP9DDxW0UleV/5cs5W0D/gZejCk2jY2JdLvVQRdp1+qaRxAATZjXjz6Uh8fxY4fFchhoM0sJQEtJdR+DIIxS1wvm7Bo7Lb8HHGXd0Lm3WZ2hvGhg/rajy4CMtVyX4jCvAblOqNnhCYwHVCSI10khxhOAB3Z49RjwLavH66dJGiUK4VQIb5ibFQLAWFHxRLX5jBVibK6gcEQC68+5dcdWSEekCG6d5tUJWxygDAiTal76op6UObKfj8J+QJgoAuEZ90Rpx51puaCgthKOlYOCBAmjB+yOeiHR4/RrZqLfwMB2U5K3Q+bcznIHdshUG1gcGfBb3y/7e3kMtXvu6z3+h4KY6/WKv/AX/gJ+4Ad+AM+fPwcA/Nqv/RqmacL777+/e+znPvc5/Nqv/Vp7zIcffvjW83344YftMbfHX/trfw1/9a/+1bd+fkTAh/WIO3Z4DofgGJ+8mXFdPZ7dbTgcViyHFffPT82Z0zor2jViYLtOrY16U/Bii3Twg5jSSi9609shPhPa4aCZG0WTjbfkm1V9jIwplKaBsN130BLQPG04HFdM04YQS6s5j6WD8ypD8LNzwfvPVoRQWx6QCD+l9XNM4G7lqVa2EH0FgB1oAYyZGk7yQF2P9f2x1dqHivvp1DogDDDd1vtN/OiLx4oJtLEaBErLZIGABuBrdB0N5SIDMGa4dIv+U7t59jsEm0iC1qAndlKPv5nExWuoDZMGqIyuTsQtEiINnzVAADZDdlMRwIHFM8gVIBePyROmqCU1LScCaCVFAG1s2Pej8NsWHDNjs0l+LCP6UAV8Twkll6abaddZF4pM3Fg/a8OeDytKDo2Fu56XVvoAizszV4dpWeFjkRiG5JHPsy7UWdgI67KxrJ7SAY8JholEFOxvYixIu6cqhJGgTZiZcpkQ7q/i+FtF12HuvKZ9qWuQAENlV97KXzImw85XddLNtAXkLTSWMW2SuZNzwOOb+3auY/bIm3bwhYxa/C4XyA4HATgwDxkmVHKAMhF2mJNwVTM607mM7dACVtxbwMG0Ufa5mAkc9/qXnXgbewAz6pgMpI3jjJkQb5LSmfcGcJ2BkTJkSl4SwIexbH8XmVqX3fh83r8NsN0wTsfHmo7FwlfvJuEtpkIIHHBGxRkVGxWdV6pYOmwT7uCwwcrDBa81x+22MCL3urzuSownBS9MvcvRwMvCXsMaZU4xwa4BFLHi789bQQgs0CKAdrOcaYOCMc3V432a8WU6N0BgDMmYE5jBmPQ1D7r82/tv53QANPZckiuordUouN5sEiv1strIwNhh/mvj0TaX7UNzeyzjhq39Gsf/MBCTUsKf+BN/ArVW/OiP/uhv+nhmBg1bSLrdTr7jMePxF//iX8Sf//N/vv3/4eEBX/jCF/BejbiDAJjnnvHiUHC3JLz34oz33nvEs+dPuHt+Qhys9W3hJZ3YTAezbVHdLPvOZhRQ2sI/Agqznb4tO+Vs/iuMWV1Kj7qDGG/KsRwVfMU0b5JbE+Q1RwMmAHg8SRDjZ+aKz31wbgm7tsM2M6YRbNkENU5MBiZc+9s9QHlXXV+0DYQQMqqrKDnAuTSEnHUtRven6OI/c/Q1l9laSVvTxW8lsbAWxIRIDoX7rm8EIWP5aLcDGP4/frXH+uFnBm4yMZi7e7B1FBn4sMPchgVA2c6GMLF1TsjPWdkj270lCLOzgbBBmnQOmXAgYKvCyEyOMQdq2iegt9uHsGfs3nVdDBDbjjd4Sw9nxJp3QHjU04zarXEhMmFoPbm2iJum43C8Njv6tEaESQSx4isT4KM6uKagadG9ZFSTdADV1NOQ5cVJHX8r4l3YBUmWFFC1RRozQIVR89TKUXDKomSPqgCHs0e5RpRV/nb8bO0lK2mmkhjlNR+XKmGINXsJdj0vOJ8O2NYJRIw4JSyHVdgtJ1lDVlaycMa8iddHC/0j2Z2OM5t0HHUgaWnKEglgZSQBMMZe2jVoLe/DveVqj0G4ZVPs3rNIiZ40v9dY2Xux+3jU5EjsQG7j0wDMmKnELMGrZh4Y1WiRBnBuepOx9Nk+P+1ZIptj3bAhsveSdbM4XtcpVqzZIVbCzIQMhwTGgQMK9XTlX3Eb7obOmUcqOFNuc4yVqa0d2EpDlltXtUx9zwEvOGJhpx1HIv4n7EEI9P/SAo72fwDYYHOTHNJdpOcFNg8RPBifqwveaGjkUTdtG1XMzJpZJMZzF9WrSFpc/xyjh5q81shgd4AiGUzdtdesSyy257YcP24K3yUGNjM++72c4/+Bmpiv50gp4fu///vxi7/4i/iX//JfNhYGAL7pm74J27bh1atXOzbmK1/5Cv7AH/gD7TG//uu//tbzfvTRR/jc5z73ztec5xnzPL/188HEvJ3aacqYYsLheMXd8xOmOYkC3xGgJREA7Qa0NNLR6Mi6BELIrVsnxtzMrVrXkNG61e1q0MtcQLQ1ytQcVe33ow18Y04GYzJgWHh0oUk54M05YvGMz71/wbM7yQOJQ47J3ol1v6Ox12guuloWM58QYD+pGlXcFjqdRIhIF66KWghO7dt3O2jXc1WgZTarbwtoDG9pOMZ2acdQICPtpyMr07Uqb1OfI9gZbzZC3zlJ/bj/3sRuHtA2de1+4N4F0ceX7HLsxqowcGMcO9R0T3Z5IGFoNlRc9W8vTLhnh0lp5LlKnpb5YThoWyzEBFGcnKXt2pN56jDGVlYi8QYSN14WA7xY4V3EFHNj6GxhCLE0d+Zxt24py8aoJY3YsJJEyR7Xy6JGiGsbn6V4YLNxI+DFxwIXlY1h6QbKa0S6Tjt7fNjnjRllC7uyUs3i3RKmDFQScKIWB7V4xMskZnokLd8m9vVTljLSRi2t2cDKqEWzEg5YDOBq1k1MMn+oWUW9F4SYJcXbVcQ5tU3NyO42YEjcNS/62Ud3YgNNcq6NRdoDOwMfAHQT9TaLZN+P17CN+QGkZm0vtznMSsmthZ567AEgZR3Z0Kn3iAqH+/t3bTNoBnv2mFI8XPY4xBUxiCOvsdbe01tzi803xhDvgB11k01zEhbQ5hqoYb2uWzLNodxHm5aU5LbUjQUqErBbqM380srVB+7llolFbBugpec2C6AxLAkqzkVfg9zwGBtvnsx5XQ4RMktzhrcqC1QfSb0JYava3swe31Lv8F/dY2NhHOucSeKay4A0uBAQWMrP4yHlqD6f2lfrBh1/dtu5tGPE6e2fjeexgRkWpsrOs1lo/E+NHTAA85//83/GT/3UT+GDDz7Y/f73/t7fixgjfvInfxLf//3fDwD48pe/jP/wH/4D/sbf+BsAgO/4ju/Amzdv8O/+3b/Dt3/7twMA/u2//bd48+ZNAzpf73EA4QiHOwccY8VhzljmvAtRM/qV6n7nafV/aWnsN3+IY1R8By8x5i6IVfamUbdG7U8Zi+0ghhquPcZAzdgpNIKXEUyMz0uOxb46Ez64T7i/u2JRN93QWqg7A3JLHRswkl1caXoXN4CeWwt4cgw3IGZmgueym4A4EFzurbJWemg702IT8T6I8JZRCE5uWtu5mMhsBBF2k3mm5jAZWW45KzHdghegTyy2i7KbDeiCNJugJhJmxOtEkqqUucY4gfE9AT2ltQEXndAWkIIamVCNnckQfwnzK0q2AI3vmWXCcyyL7lqpvSeZ6Oitbo4VHo7kXOZMCIm1E0qM2mIsjamLpbR8KAA7sFo1md0668bfySFMzbZKPEPeIlwQy/q8bghzQlwSai5wFkBZpaRT1I/FvJhGDYQPGT4WBHOIVv1IVmbENhs1BWVuNObAVZCKNYlYgihdbyslfd28SXtyVZdtDPeuLYhplWiCrOGuRIwX7z/CG7i7STbuLeO8MwgcQxplrqHWMl4tqLKaH4yJelUD4qUkU2tPu77VQY7C7vGeGpkJN2wk5oWRtihMrwIwaUXvwJaIeyu7DkhLXy7JI+Rux1BcZ7PtcE7m0np1mDVAdGR4RiH6+J5lg9XnqxHUjOe6DFlYZth3XSMenmY8XgKekgTrXsA4QUpHVvKVZVPe6x0HBEh5yFgEz9REuKaPA6D+WyLUPwDSkAFuHVJeNSG396IZ/znqbDIR4CCbEGbglKWEM5uwn3oHY/RdzJ+q6u0K4YMa8UQLPnJXXFGwsMekgEtEuNqV1LqcxjBHbm+kbfaGgWWdTpX2KdcAduDktpHC5tOoGqBdSzYBmYey1DcAXuz4hkHM09MTfv7nf779/xd/8Rfx7//9v8fLly/x+c9/Hn/8j/9x/NzP/Rz+2T/7ZyilNA3Ly5cvMU0TXrx4gT/zZ/4MfviHfxgffPABXr58iR/5kR/B7/7dv7t1K/3O3/k78Uf+yB/Bn/2zfxZ/5+/8HQDSYv293/u931BnEgB8CI/PzxXv3294fn/B8bDieHfFcriKMyN34dm4M2kTNqz7pod4ueyHjpHSnE+dAgOurtG2TWviCxYV4o7lJvNQuS23ND2CMib+hg0ZJ1ajUC/XCE9iM2+H5Z10d85hlzXEzhtoMf2LlXVoqFeP5SRAJmZWMeLYSQFgJ9L0sTRjrnZONPU7U2g7MVcEsJUi3jIhFhwPcs6kfDIBq8fKDmeu2IhbdgfQS0keBGjbolGcGMDWWF4abz4T9zqtP3uMNeu+e/IELKoXCjoOLAPLWj4ZhF3AI/ed2VheAgTMLAristbAEyQCg4fy2O2x6s5QO3nFrBbUdm0GqG6Zm8qEUj18YUy+qr+HCIfNCyTm0mIoAKBWydiy67eliG0LmOeEed7ErTT0BU82BhE5h6YVS2vGtHjELFqU6bBJqUdFvwB6DIAC3Ot56cwnKfMZKuK0wUcp4aZt2uU4zccVYU7Nmp9ZAQIJIHCTCVA3kK/wU2oaHK5S6soGpK5TY3tKDo2ljfOG5a42YGVHSVJmItfZRrkfbFFGa91urIayMQCQTRek56RWaQlvol3t3mM7H2oY2A6m5g9j81AdXtuOcRNm5y5q6W9atsYcedVTNV+fYdGtKjL2xSM7YcOsI9EXj1pKA2il+NblNk3bW+3jtwCrnRegXddgjJbj3YbKPmMrdZlLs4KBLTl8vDk86gJ7IRX1Qly5bc4gnS9mXWAX1lILMWbu2rhJ2RE7HAj3pD5csSDGDjBuP5Md1nVlh1hlKACrhJwlTmEOco8CUD1QlxsAIvynXJUlEh3VodzhOUf8onvERhWeKyY4rCRQzbqjxARW38/AZgPYsTHAPm8p38yl8nvX5uLRdbfAMpv28T82z2aIOPrAQcpbLF1QX78i5v8HEPMzP/Mz+IN/8A+2/5sO5U/9qT+Fv/JX/kozp/s9v+f37P7up37qp/Cd3/mdAIC/9bf+FkII+P7v//5mdvf3//7fbx4xAPAP/+E/xA/+4A+2Lqbv+77vw9/+23/7G3274pMyF9wfV9zdXXE8XnE4CoAJQxKvOWvawSwx5bXIpM5MCICI0hRcGCAxt1MDGgWi27Cbr1aH6gumOfW/GdpMDfDcUr6dwu3OoGNJa6STV+0CCV4Mqyz2YHyeW5p4/NxWErMdzgimboGLPScgJaR3HfZ3zotavlHh4yTl+s+IpJtFJlJ5jyFkbGHadVIwTyibx8YeV5LkoVv0vmulBpTBcQ02vKtbadTSWFdBZNeYH20+blRuDDKZumHy3VS7I74WAkbGSIhxN3Zru24LQ2Fqde533cjvom+Lfoasn/UW8zjAchXVc0LKT3JNHEoVkFgCNcMyrkByQ+BdhZrqKUjR/CCfHYiifgY5Fzl3L5NWvnRVyrbVCYsxb0hbbOOuFoeSgwhghx2595JjY2nJpgULcWrMpw8ZZZ0xLRvmuyv8lLrIc2AyOPuWKwSoKBhZykzauVSz67qgEEWQrInWJUkpadSbWJkL0AUoeUT9nG1xVusCy426veaALr7WPWQt0rUzCjX3br9aPJwvCFPfIDlLJa+yachbAFSLBuyZtHGzNrKtRCvIs5S/HLeNDrAHZPZZnYGkIqyXgS7nfRMf2/sNXFCynLs4Uc9SGxiVUdg7fjV9kb2Xd+lzqPTyozHa6xZwuUZsxbXSzWVgCjKZk3vXxHmW8o9tOBZ2DcDYYjkPpSHbIATdaC1zwRTqruPqXezyu4CN2W0QUSvvLVGaMiyhfgQ+AoQEIJhB5qESPgDhM2nCVF7gl/xJ2RbxmdnQ26u7yxU1/xkCoUATq2lgr7nPlSOQ6YzK/vejiDfCvaWXue1sOlFqQOn297/Z8Q2DmO/8zu/E1+rh/nr6u5dlwZe+9CV86Utf+g0f8/LlS/zYj/3YN/r23jruhlbnZdlw/+yEaZbOHm/t0LqjM/Fca4dOHqwxxlyB6qpMIGrIRIRdOq1ryvmiNyW1Om4NrpV1OhuzBwQjxdx2KuMuC9jtsHL2KM43gONdhQNjTeo/Yx4txcH7vpvbA6KMELsvhdPJNgxlsUZ7q17Iudo0PLKLHN4g7bsamq7lHTssm8R8yAB5BGTkHFrmjPdRFqm1d2FVJuQHwiU5XNjjCQDMq2F4I13PIiWXNFigjzXZztTs/66AlbUwOhRYrFyjn1Fa1LubrnceUxRxopl1dXv13ipqwMrebWdvsGNybhOvTVszhkbKz782DcvoFu2koIq1/FQYCCTOn6UysiOEIEDYEZrXhk2eYVjA5fvQAk9zCq3rrSooH20GABW6h4ykuTTGYNbs289GQG/twaaloI2btQAzwReHuznh8ExKOmHqrcKtrFkrqoo8KyCmd+MOedxEaNlGGJosJn1AS8I2C4HGNN6wCGEeGEl7/huGd/x8FolQIXUzIm4bg50GRg8pBfduM7mH0DZjrHOOASl7D8x1l6BtR5v/NKV+t/nQTU0DMLaADmU2AYg2N3RRbgNkNo8ytU62sURnJafxetxu4owVsp/txjYTkEwf6NpzbmvElgK27CXlHRquSiKml69VE5a7E66HxbX0e9WDNLpFYj8mYkyuA4rQ5nE0GwTHhGAaNFfe+RnHzynnw4m5ZdFO1ay2GEFYO3u90TsHAGIVh+Gqm5DKhOgI37pGuHKH/+KfcEHGbCV7SIu4Ge7Z3GGsdFCNCph3vi+22bsiy/+Zuv+LvbdhY5hQ2/z6rmaK8WciEqady+/Xe3zqs5M++2LFFz73iOPxiuPdpWlDmtYjqIBWfzZmwpQUmqjOdphca9thjLXinWgPXrUhTuvVPfG33ZQNpPQSjgnnRkHjWx4sTCKghe80a3V4/uJJfRzew+NZfFa2FBHWbkg3igCNTYrRoZayo8WlvFPawtNMtIaJyQ4iVvGj/v+GRrfPbM9rX9v3g/CuOZH6CldFRCogKmGePOpBxNHLJWBJDgf2WEm6h6RVj1vnwK3SftTEjOUkAGrjjbfKNps+x0qExAI9pJwkuVXeCTQQwCXPMKnuJ5duXmifOWV6ayclv5MJ0GrhzBqIx3tgYyyNiYrlc5k3zVgw2x+s/4xN8vqcBmAKAagiBg4ETLWieGlnzZnapEnU33Ot4kRtk3bSTr0mRB8WnSkmzHNqYOd66QJ8Zmo+NdfL0lhAWxDHcetcxXIQJjXGLD4ss/yzRbid2yrdIOM5EQ0XwN73+6rswThrOcaJeUdfeFiBH9AW8d2CSr2Tsf1oAC+3oGYsY7OWq6QNIQgIY5JYkcryYz/C3v6adl7aQs/D+9Zyj22OzEHYNl3tnLTyVh1AmZb2XG2buyaoHsp/gIiQ7fPY9XsL3AzjZmSxbHMyXodbTcx4fgWYYVeCt41dafEoCc9fPGGaE6aYAdzjzUPEFWJ0J3o6YQgOVUS5i5afJ73HA3q3mLE1BwccfMVx7uxIGzsAUnGYggjmgy+adVebTQaAFjUzbgKZSfxy9PNmBRtzEHPSEGq7t25NLUe2x0xT5bk9jqXi/5Ei7vIL/H/9E167TeNR/M7Irl1HGLDAW4BjV0IywGLjbxjzVpr7jdjxTHXXfm2vYe/H5m0e5u7f7PjUg5gQKp49O+H5e48IalhltXtrG67FwVHfdXjtCnJ+a+ZT2YR/2p0AYL+dtnM+XLtalf6s3YhpBD6WFrxLCh7o7rG2WwHQjVDv9oih4LAkXLaA03lqN3VO4iExLyt8KL0UoDS+1Js9QhVtgCsF3rumh2EV37Z6/TCJ2+7VGJtduWkAMPY5bKK3OvYoPjTAc/t/6fDobNNhLjiuHkuRVkkmkRcXrm2dGAPQ7BgBzO1x+zOjRCsxXBUAcGHRhFZ08GITFhEgdu1oGTRZKXUDMjEMDAP3wTNO6Oa4HFgiDmpVgFMJhXuJCgp6rLXb9C82BG+XvFb71u/HPBpoqWlSQFPYwRdoTpe8DsFKlf09pxwQg7ZvZ2nxdk4YKYtLsBgD686zcZC2oC6sViYZywe15XlNUYIrFzVIDBpoGaJoXkb/k77bRfNYaUCmUjOse9f9Yx1SALo+xxb19vM+vvsf3vx/uA9MmzLeJyOb4Uk0ZdXJ61Tv4ELVkpZEB5g+rNauKzMw0t6CgZIBJJkxHRf3Vjn4XaDF9Dkj6+JCb393gz7OBpYxRbfAzkAMDJS/g1EamVljjEZti10H+wylOEU8XUw8ZkLZXNfOh577LQVcV4crGFfqJpgRkkpvRpYBAlwmyKmNNG4WBHgRJN/soKnwQfVk4zUm6hYGouHaZ+QF3Sh6Lr0FnQneCx9HpJ47viJ67MT2tlmydWTsHrR7qehmMGwR0Vccs8PzzePF+hz/B874ZfcEMHYszGhsx2DVC+n7ZfEsquiJ14Gl62kjcesdN4Uj8xKhOUzjxg2MJ0qY9PUtp+m26SK84x79jY5PPYjJ2bUd3uHuihhTozZLBmqZcXh2RnDScukct5qzlYfIVYSpT3TjzmLsPrCbjRwjb9IuyNV1mha9TGTMx9iFdOuUCsgEkFNsTIVNhq2F8eYGnqaM6CtSccAqC8W6BWwpYkkB85QaiCuuwnkPnyt43jolHpSNqZ12F3fQoDX6/Y07go7x6MwT2t+Yz461Xtr3ADDNlqTdOw3MRXlkgYgYk2ccisOVvVDFxAAcKtedwAzAWzfRuwRm4//Hn7M+t2dgJuAQGEtUzU6LCOj+FTZ5xQjkrGVJBTSzMjjyGbVsNbTuF92lBlh+DDdTiELdzdJMwLrepv+/MKkVeS9FEYno1wBMRve1aeMMkhjsGUikzqBDgKLT0pOjvkN1JJ0UDlKGIoImsivj5wTYXK4RIcy7c2TX0vJ+yEkI3zRlzNOGeU6tsy7EW1Fn7+6zxdoSqA2gG5PgPAm7qZoNx7m786Lv/MlLq779zv7frqkyEbc6h/Ewcz4Xc1vw29AbwcQwHp2W0/ycxQMmBQE2KbfPVdV5d2Q/RuBrupyxM8oYlMbE6Bwh50RAdwMozvQ6aOaDwuxobMINKNt/6JvSGWTTVu0cG+Nk45yt5Z+bSNrHLO/Pybgz8bJ97qJt0xavkDV0t2aPnC3HzrcW69PpiPN5wek8483TjE82jydIaGxCxQKPF9XjqCLegN7C7CGZdSaAl3Es4CVXQq6Eh1PEfaWWhzdu1Cx3ysrNIxs3/oxZNgyc5JxIid+jVkbwhGkqLaDXDP7MeqNt7AaGu7O6krQ9TRnrGrGmIOaYFDCtRzyrEf8pvMEVZQAM1uQg8uCqehjHMg8GJkyIO9bkTLkBIQMy7zrGMpOBlAmu6w9pz5wHddj/jbSW7zo+9SDmozczOD3H87sVn/ngAS8/eA3vC7YtohaHZy+eAHThW1ojXJLsFz8l+NB3tJIRwztKzyZM8hUleZB3O1pbHtTFd4BMFNbGCIgQbwQAtrizalq4ogEIAyxGuecsCdqSnu01u4nx/G7tLsKeEbwg/8tlhg8VU5RFYkw6ts/TtAEDgDE2Z5w0xvdbcm+nHEWNphky+tdEnyX7lmtigMy5itN5wdN5Ri6EKVS8eH7BPG2tXfK6Bglhq9ZBJG2ORj9U/f7WK6YRZQRUKz/h7a+FWEWwXcBW0W27gxOPFRP1cpXP70h3R0NZ0Uz+ZIc0aIxs8eb+/1I0uI2VoXLAHNHD74bdbAM9Be15Svs6lp8AJtHWOKdgp+OinUOEPXuFPKYRjLpQenuU/sLrwiVSI2rtn6H0BO6kf1WZWjp3Aw32eF8xTxJ5cZu7k1NoAALopnQARDiqY8aZwaRqL4yhEX8SGZcuZvhaQHp/mMbCSiGWvl3VvXdM2SZiMc1zFRT2Ttw780dfd4u5laDa4/R1GrjwKladsoiOo+Q0AUC+TLtyE/O+fbtqh1JPv65vgYzm0zTYGdhc5ZT92bEtrn9P1r0YqgRiDgzWrU5P3mRfRJk1kFJNCHdxJM3pnHYaHHvN3pUlAK5oC//YmVWrABuJMplwvSzIKeB8mbGuEU/nGU/ngKfN45NC+BgFT04KIgs83qsBzyDxFxOJKNc0LoUJS6iYp9o0bzZWbf5O6jfzdJ4wBYlyIQLmKTegMYIXE4KPcoJ+HzAoDeCTHJitXNUT6s12I8SCSS0Gxuexe4YroXq3m4McTfCOMU8V9+eAJb2Pnw+POKmB35mkFfvWeqISWlhlVOBxpYINGVfk5gZ8zxFXuBb62KIGlIW53RjeetDY702jlFER/++UnfQ/+/jiNz2iXALePM3I+T08PkoytfeMDz54jZwDrqcD6CKDK055aCu82XkZ6zDQyqyP815ADlxveWzouajlv5luWVeQ0bZK69rzO6UUyTNQJJU2J69fFQQUAzHi1rmuEefLjOsWcVgSDkvCpM6+ZmLWMpKCLBr2vbWtuva4PiFWnYBqEQAzApkRTI2gxgLcxvPUmKPWVdU7q2zhZiasm8fpEpCqQy6E108Tnh1TC4a7bh7n1SPpRtmEeJKjBGVPWBmHvYL+9rZ4l1LesOR4o0WlPKXDiFoyuffcBKyVxTvCqN6RQrbx08HLvhstZwcOHcDY43N2cE5+ZtECvRwlvhsANzBkZoHJzj937Uvm7lczEW6mq699ONeBEQDlp7A7p5mFjs8Vg5i5/33RcEcHDbb0aIuCuVfL5/RI3iNmmazbefMFNfRzAwChOPiY4bkAQcaoMIgF7I09UP2b+sfY/eY1VVs6gai1LI+sgrVBs5aifCxAehvUEEmZzwXdX7Igv53eBtiNh5bPpM9FUwaNNgXEYMtKGjxoalbjyIhma9BKrx5vsSLkaJhnOohqjQO+qvZlzzS1DCkDNSMgG8ZuKwPlPXDJa0RaI7bzjMvp0ObC7ToL81Jda5OXMdLBqLEuxpjXYa7gas7nAW9eP8fp6YDzZUZSi4mPHyc8ZsIDGI+ouFBpPjAzOyyQFulZ74PJMaIyLcGzMonAYcqY59zYDucUZBMjqamfMaLGvvBw/7d7RzstnQIKi+5oAEfH4+gZFLS7yeZtA83G+ti/keFpYZtV7wHPcIXhnMgMAGGUHDH+90vAe9sL/B/+hF91JxXVApn7fOmYG3ixnyXtWnIgHBERmMQcD9J67ijiitzL9rTXHo5gBuggZ2ymME3j/1Szu/+7Hf/r/+uX4dYHfPzR+3jzeAQzYdFW54c390hbxHIQZ9tnL54ASn1A1r7babkpyo7Y4b1MbjYJGvAJ8yYU71h60kMW7L5rMVv1Eblz7bbeJmgzADGCl62xMAExFizzSV4/FkQ1yTNKvgMYBTEq3Bu7HEZ33hG4AXIjF/RykJV8zPRsS7HfTENy7ShgtZ9lbUW2595yb6tN1aFWYKtASQ7Xh7n5shQmrIWwcV9Kx8C0CjGvMpNwqTRzswQfWRYmYEXBPFiMjy2CXmu2pB1BJzDC5uDglVnIvUtAhYwywQy1eX/blbDXOgGilZF8KCuJ2MLk2/kbOxOs/FJLbT+rlQBlbmbUwWvCwVUIY8SE6DoIsQ73Xh7a3zsENA1Oy2Qafj9OM4W7wygNuyj7O2eMmD5BrUCG22kKLKRUgkqLjrEkOVJTQuTUdu+iEyGQMoCcVAsQMkr1WC9z8z1xru90p2UTP5Mdq+OQV2EXRSsnpRjvK6p1VWnHzdhyzKGCal/kRu1H6zTUHXgryfgKsm4VdRBuOhsnFBgpO1LX2MCBsUdl7btv04u0/w/MDKDlIttO4wZEKbDxU2m6GBoNLd0wbhXAsJaCq5oLyiCgtslhFf/nLeD06l66hK4THt/cY9umoVwtbfSH47Vtro73Z0QtJ1t7dgPsVYI1LRvqcl5wuSx48+YOb54kB28rDp4YbzLhVyjjqp4ogATGLvDSLg1qqdCAlJGiZxzmovl0Ah6YSebPobvVzpsxrPbeRtbZ7u2g8RqikekeSrfjTqJn0FrbXa6SNacsvfPaBWlGieN8Pcwrt6X8WiynahDjt8cC7zvC/1bukFHxFXdBVc1QBWPSrCcDMBmMBEnlNsbGyki9ROSlLEWEM6dd8GObC24ZGJIOJ3vs6C9z2zX6tY5PPYh59uKEAxXcPzvh6fEOy2HF4XgFuYrL6YDrZcb56Yh52VCLw3adgFlYkJIdSGdhrq6Je6/npZWHii8INYO2oNqZ3EzkfBw6fFh3ESng+nRAWmMb0Mv9FXHeWs6M1a49AyF5lJhaDogfbhQixhQz5im11vARnZsJn7EtbQGw/w8eEYLe+yQmE6TqK4KKlJNYo4s4bUN2oeUd2WsCwLpJaauq74G1/bU26QrkIvXlqmCkMJB0Edi4i08NmYfs4SG7p43F7yEBWFE1ZFHM4dJNaqr5v1h5abyRKjPCkGTJ2Lf92eOcvo8NhAsDMTvQJTRPFecYk+4oR4A7mRhv2JmV6uDc4BFk56XKpFmrQ3a9G2fMnancM1QcMWrorZY9bLMDxxoIawK2JMZZ5jRs4M6ex47ROdQOB6HTTfsC9Nym8e+E9aH+3gbgvjP18uPf8Q7AlComfFv2UhrNHsvkcEfcQizbuTAm0jH8GMaq57Bkj2nemh1CSlETly9w1/3un1mE++tllvsiiOli1dZjG9/e1waaAN1lh+4N5UIVYGI2Cd4YTQFAcCLmJ6c0YnVwIcNpCck2S0QMN2W4OaOuoQdXZtfFwqrPa3qgG+YTQL+Xa2elRn2LvUcDWi0xfGCFmwHgGlFSQFkD0mXG6dU90hq1M6y0bqe8RmzXCQ+vnuPx4R4ly+bmep12C3jwBefzAYfDFe+9fANmQlKvK8uXSim2HLWSPc6nAz755AVevb7D66cJa3bYqrhVV4gY9w24eaEEAy0sOowJaK7bi9NOPF8RgzpXx4rDvLVuoJE9EcH6vs1b9G77pG2iKpsZGrpOBw8x+7vxecZ7HMGE1PJ6k2oV7fH2vVh1oOVoCWvldxvK3JLNZdN43Twum8c1E7Yqi/831wMSVbyitbU2LyzWfwZeLHJgwtslJ9GYyxzZ/h4BG5ceCDnc/7caxNuUa3vMb7VYD0eYNywTsNxf8eKDN1IvVx+SZy8fUIvH0+t7XM+LdgK4xkaQ48aSWAuxmTdt10lCI13Fdp2a7wwgymoXs+6Y9cKYUK0KRbpdJQ377tlJ2yvlsAmBhoDEMIn/RbVQSp0MRrGvCG/fFixadot1QZmx3ejECxh13ksWJrQDZBDGmZtI2f4uxIKcPJITP5eYCrbhs6wlIClDARjD0P1TWkcOyyI5OYYjILKJVsVyv7CIUU9gPMhmFQmsQj3egZRgZRPaU6DvojUBma+bkh77EMgRwFT9egHgCqGwxzU7RC+OmtZyjFhApDug6uDRQ/QAwNV9Waidb2NcuHdWBG+7KQEn0diQmx11+3t9zTx0PciY9YhVxpK5fxpQccOGp0+W9r7Q9AD2e2NrKg9MDvGOURl/PrIGTWP1jvlpDK+UxYFwuUpQ6lh6G3fAxgTaYR5MRcswBuzt8SFkuE+e66JSW2u3MYtE4kETp4wSPGJNsmEguX97sKKyGIMdg5VFiKE5SBVOmRFzIEYhFARheVwCqjKwvoqiuhDIAG6ocLMY8dUUwOZZddvpY+dGGZeRoRl36oAAFvv5DrC07yFgSN8rqmxkagoommmV14hXX36J//5fP4/T0wHLsuFwvPTusSmjJPmMy2HF5bwASUDLliKua2zi68Mibs8CImObf0p2eHq8w+V8aMzDmMtEJCLbxyyhqatyLhNbGaO3+gKyyLbSMwTsBJIW5sNcMMeCSbuNomaG2XwJoDEhlhs2ju3xX2fwrRzJ7f0bGALQzE1t05mTlaeETfKTjBdjfOzv+3Pyjs03Vjyp7GBLsXUp5eJ0U+nELqHKvVvlUmNih+c84Q1JVMiCoKLe0oS74lLcu47sq5F8NkeKMFdLvQg9b4kV4NC752A7rJwkv//6j089iJmWDfNsNWGddLSN0XYxz13F8f4MQAaFdQ05x4PorDamhR8J63VG2mTnEKcE5q3vNFjdHUMBKfqpSXUtWisuxTUX0nnbEOcNXAjTcW2aGSiF6CdCmLJkMQ1eFCN9bcZeQEf2ZkHebj4aPSXMP6ZTy82QrDhAF2YAoMpwpQKLtGv7UJpGJwSHEAvSFnZMkJxLaZe1csjYmSMdOw5bckoF1+ZFUvQGBQTc5EqNqdkU0FwBgB2qIvmKfjPpR23MChPe2kGwSg92Zks79oXUAEsU+6y7rQpNBqry3sQqvCMBsjbreiOy9Hvxtp2HtrAPi3J1HYA4W8TDvgPs9mtzcK6S7yJp6R5R73AxrxNxnwENA8nmOiwlKrq5hsMiqI8BsOuMsMeb98W7vCxsMh4ByS0dXqrDmLFl2qrH04zH04wY7hFjH7fBy+Jj52+eNLMpyX1p4826O0ZWzDQOTVwfCmKUUrJFJaR1khRqFcja5/fa/l2LttFaeco5Ff8DPqqA3CIJbMDBSjMOFLQrp8gobC1kXktNAGjO8FMBb6qFGWI+6hoFrNm1mYoCD2Vqb5iYUVzcjhv2BUDXCRlgbHOlw3YWj59nz5/gXMX1OuPVJy/ahul4vDRH9Lv7E45359aReL3MuJwPePX6Hk+nBTk7eH+HWtwQPisgdL3OuFxmVB3Ls0anrBrpEJwxsYxVSyFAX/wsLoS4x4Z4qFmd4wZgDkvGMiVMU94ZM1rHoWl5rBzUvavebtW/1bo11sTc0K206Hpp2Z5/tJowADOWsAC0+VkYeW5mpszS/Zi20EtI1WlJ2SFlmWdTdbgWwqUSLmBcwchU4Zlw5IBM3WQuEwO8/790KXlsKMgkJfuJPE7ImtJNLdMOEOCyY3C4szIj8zJGFrRz+VtMTD/8lBFmtJvY7LGdZ9TSKWGvEyGKTtykgsniQNX0DRVAxrSsePP6GdarJNg+e/EEn+quBRKQVsMxZ6QkKUW9efUc18vcu3Syx1J7ppAM9k2EbqFK22GocME3rxoA0nmi5k+yuysAiQcBgL6SA60bYr8oGTjrWh77GVcnbaHIoOxR4OFqQSBGSbYL6Z4HxbsWGU7EmKcNU0zNGwSwXYN6zqgxk3ceM5e2qI7v7zZLpGiL46U4hCYydOL9wENHEnEzt/NaNgL6jSMt091gyX4H7LuZjCa1R/FQiCFgCHnjtlDysIUQsNA7tG53YzTsnGtxu26mtoD4/v1vBBLkENdOr+fXJkfn5BaPQX4WVTRoHi52jK2fIyNyO1G38zWUyOS1utBRft9/ZyzR7WGftU3SNxQNc2mMUs5mHujgFQxt5LHqRkJ2612fYO/B/DRG0Gc77KLPzSz5P20BUUPMcQGTnXjRnbNvWjjnpCvRGN6g7GzTz9iCpp0/1rbcXHwZYL2fyRcBMI5BUcX+xQGuCkAZWt4RKnxepXMpNeHRDow0FmhwzSZtIrB2cHucCXTBBGyAm+TersocSbdiX3QPxyvunp0bE/30cIfXr57jK195v5m7TVPCPGkXpIKDw/GCWh22FPDq4YCUPU7nGVPsOiXL67quEbWKRcQ8ZRyWhC2J0HeKFe7qcUbFmaSkDMg9KmGNwiAsWkZyWkY6eMZxKjguGTFWLFNCVP3gCDRsTNFw/8rPWEtGvbuoex3twYt8j7c2dzb2ASlR5txzpex1/WAWOYIcO0bLim2LUlZq76PfK1l1N1txuGYBMCcFficqOFPBSlpeHTZ0DoRMe5M73JR8APm9BUNKwGS5YbKlfTrA7X/HJAznIAA25qyAsdHXn570qQcx48F6QevACIw0tQWteVfUhXbYYQ8T+3xc8f4Hb/Dq4xd4/eo5anW4f3ZqKB0QUFGHvzdjprROOD0ekXLA+y/fYDlcW2nGdjtFza6IsrRtAjIh6cJTgQZ+RmtxAN2Jc9jh77oJIBNqrLJougBQhTiUOiMZsd+ZDeemWp11EPfaTst229PUE4PtJm9dSVlMz0rxyNlh4bwT+N4uoiZkld2GQyoOcWNM2aFkYUaKMj0Se9/deaGfZryZjJUZb9gI11x7R8bGQEuF7OhI6egZwJ1nTGNXgwpSYyyYp4wYMuJk6eNFc6sGMz9HjQVgJrCWHGyBzFlaikPMjaEZd2S7gFFdjAIEHJVirfZBnx+Yc0EqAgCsfVNAjo6bYaJ9F0iqN9fHdAC3OoHx/YxlqfY8g6i53ID+UdPTzovjnc16Y41o/xrjezNAOXpqmFjTFoXx8daqbcJ3y2SSn9XG4BpwMd3Mu1xvW+ehft9cdbVd2VxwAXQjOqot7kMeXAWwBJb7v4ENqwHq/6cCmtS6gbi1eHNywBa6oNcQpK8Kilik6gaKCOCikJ3ktZlpX2uEzDlpjUjbhPPpgG2NON4L8/Li/UfcPz9hvc64XmY8PR1xOi345NWzBjynmHFYNnET3wJSJlxTxJYdplAbOxuDbGouq+bCZQdPEc/vAq5bwOPVozKEiaFeggBkVx8hWUALCHcKXjxJKzUAtZyomGNGjOWtLs4eTtnblAHrNBqMN33XwY3MzNiCb+Nqp3tB13UJ6zK0m6PPm8b8WDktp9BiZMaOUHvO4IuU65rEoG8A9TLLeWDCCnHmDaBWNho3ctZlBEiLdWNawI1tGcGKGOYp68J9HrWS0tgpOjr8NsM7uzb6d+kbKCh96kFMXgM2lrKNhbeNND6AFvyWc2gL/tjP/9bCqrXu+2cnbOuETz550XYnNgC59hZS1oV4u8549fELnM8L3n/5RjKcQkGceyJvuwFYvVcGdG/W2nkLSNskdKLWn+24BTG7TBP1ZjBNEHsJcWsaIOokXlVTu2a2VZ10ZqlfTR5AVBl8Xvzw+uNXy8DZKLZF0PKc9juMt6+hXYOirzVHj7gGlItkRJ1wW0/dfw+gdSbRcION3UqmpSnEjcDKxDCT0gAVBeqkGEi6GuapYgoFs5pTTVPGsohHTzdryyIKHdmAkckwfwwdd/VmcX/X4ULdsRjj+NztHPVrLh7lStKBZgyD+geNbZwj8JDSyP5eGceWfT8KlwEMlDw374qRgZLr7LC3Xu8AzCZhY3A8AEe+RRuYnTuAtmu3123ndzgffiipvuu+vi0DjL/bAZiwH98799vQNWzGarYstUqocPDcPVjsdYitRVl9U+1vRvAC2MCVbw20KGMM09Q4eS0CAJfF4dfYHECfb7+z5kqAXiP72VsuxDfH5bTg9HTE9Trj4eEe9/dnzMvWxi4RY1k2zFPCliI+eXWPlDyAgMfTgjV5rJvD4+bwbJL38+op4loImQmeAgha8oQIdzcGPlrlHG0QfdwZRdxlqQtMIyTEcQHhOQgHz5i9bDa8Y0xRNhvWcFAKtXw8KYmN2Xa9S238vZWG/bCWWBkRQLPPaGCVabeRNG2k6WHexfhYB+menbFNz974M4aMTB51k+vsXRWHY0BdtCEVBr1+ciXEWI6IG4MCoHUfiR9MaWz1diPAvdW0PNIGB8LC/q2yvB1jCUmGo/rI0L6sJBvOdzPA7zo+9SDm8nAPF2aZUAu1mr4t3MZUjNk9RK57pdiEWrvugKtD2oJqQjJS8nh4c99ek5kQkt95wdTs8fR4h69+9X3MGkBZskd2Fc4HATxeykG1eGSlfr3Sv811UxF40m6KvSGYfjbXF5AxY8SHvVGSvVf72m42pZUtL6kl6TYGZg88gF73HUMtGwsztIEGM27yctO3CIebY1wkAIgGR3dw8ryEJTnEotbyAzX5rinYwMp4A9pcbSZLY1RB1CwVS68NkIlxIkmADl4mxOOc1F1TrMjjlDHF9FZr+zhJNcB4A44BtHM8tnHaeRz/xgSp42PsuaxOHhtl7RFDweaE/Qpewkmto8hBAIuxHDZ5j0DrFszvrtPwMwNiVjobd6gjYLDPyty7KpgF7HgFM2LH3p93iv09WanI2BYaxlQre9hOelh47Nz19y6ATViwgG2dwJyGuYClO49Yy6WhCfj7h6a95mW8rtb2rKJeu7dIxfVN45LEvsEfV3l8EJaFN2XhHMBVAAkTgzw6S6uln1b3tDnDAv9YwE0DM2UoHbFqaIydtvkieSlVqYuwtHrLtYvDHHK9zrhcFr0mJkgvOB6v+PwXf00e9wu/Db/yqy9xXiOeLh5bFb+lrQJ59airb1q3Cm7C76jMp4l3V1Ssdl7ByPrVwhsjm/5FAhuPnnE/lV2ytJQXBcQsc8Yyr3AK5tvYNxBjAvCY+8+UDbeNoB3jvQLsN7CAiJXbPVSpxwfcbG56CbMKa62C5uZg7iqYw+58l8G20jm53i1tXsGp2/UkCqBhkhDMR0rIJF1J7/GMZxwxscNrt+EjuuBKPVrAso+MvQlwuGrpJzBh1vBI6ebswGgjamZ4t4exLs1G4qaD6Tc7PvUg5uNff4lrEDHaOJlaorQNyjrshKUemcQcCiIytIwOaVdTb5YkbYBEjNN5wd39RZT3TW3ekXitDpfzgvNlwhSTxNI7tdFOtb2OK7WBqsbOhO5T0Fp4mbCtE66X+a2d/XjY4ne8v2BW7xrLIuoJ3HVn7Aen9PJgigUIUOHq4OqgHeC+y73NTmImIOvnJ9bdRdmJ2G5BjIEX2/GOn9l5Ef8yE1YXEF1FIBGyeiYUUl8X6oBl/HqrexnWHSQ1cTJvGNHCyMQYlJqOGMSBXsLZrHxkIYdWOopTaoaCI3jpHg8AMHo92Hk2XQw1MELEA3Wsl2j08cB+QSbXdTbOOwRfEAPBuQhrxa5Vr4fr1v3jDtyu1XiMrzVeq7eBjYkP351V1EGMMiCRWjhkUJ1YLty8QnLxqrMob5WFrBVVzsneTXcsBzRmyszH3qFT8CpmL0M+mpzjAl8JiBmOO7NIhVEhOgpkDxcg7dLG1ma07DUiBQjEqNneM7dFDY7h5iRAhAnQnLId6wJ0rYzjDmLs2hnrUgnIPZQVScDITveiQIarPp6llA0DxrX/3vmC6n3rwrp/7wnzYUXJ4pp7OS948/o5Hh8PWLeIqGzGV3/9JeZlk/K4DoHjXHGEtP3nStgq4VoFbjkAJ0A7DgW4QO6IZqNgAn77GrXUIcJdal1Jdw44hIrjUnA8bJhibgZy4xi2MhIR78CK1zl3XlZMy9Z0iG4oJbUyHvp8N457GyeyrvTv7R4wUHRbSq/VoW7iWG3zrDRTyPm2UrNpKtc1IuWAZGnhunFsdgsVyApmCsv5TU0Xk3GlgsCE93nGh3XGPXvcweHzJeITLPilcMLHdBWXXnaY4Ft5yDo/A0SbGLjAw/X2ap17J3YINOHK4uC1UWmlpBm+6WJ6Y8bXZgPH41MPYl6/eo4rHQDsd2hAn/SsK0EGcsFyuLbSU9vdagllW+WmrdUhbeJ/UKvDmgLWdULQXZqBBxlogqifHo+4qhfCuIhnEhfebOyNk4nv9HiHEAqmZW0iQmOCLFzR9CjmBGnPbVT9sqy4f3ZCjEn8YbQV3Gtmi5yHEcjozlQnRe8rsgtwuaJ6Jy2UObR27rH0Ybbgdoy72dubtT+G3ilyvWUoYiCkHJoQ067nRIyZCUd2YDCSApgyoHnTu4ziMUC6R5hkkpy462KKLhp2I81aRpqpdzbMk6XVdiagMiEMjJhQxkrr+j2gHdkyo6MBBSCFRIuhFHUIWUD0wLwYdT+abfWyiEyyNYj+yF4nBBEyth1cISTVzUR1kzY63d7r2K1hDJh9P4Ln25KT6QfGsW7ve3f9izk4+w4ggoPbIooTATiKxzxtA2jqi1AMeQekQhh0aQPz0ko942ITyu492nPYvS0dhLN6dSRQ8VJu1CiDAg9P3ATztTgg2Y65L7iA3E/Om77MoWwBHuIF0wDKVOCmrN1LBIIHowjrAi0j2fjyFZhuNi7uHRO/xpdwcs1vBsWBB+2RpVJzdlpaV+8nLfFVBdB+yjg8O8v10lJ23gKepYgX7z1Kieky43pZxF37suDpSfR/L987tfOcksd1i9g2j8vqQavHUyFcdXHdbsAKk/zf/hnb4pnavTmpCP8M4A6E95eMZ8ekbdxJA0X3Lrgj6LDxYqVf7wvilLAcr1jur7g+LX1M3ZDH473gzHfHFuOibH8AHDNKZhsQXRMz6KRKCs2mghzDUW3l/E0NGUvxWNdJspHW2OJmRu2YiYzNqJJIujulDCdi6EeXcCFZr+4Q8c11wfvsd2aAH8Aj5nuQB77qBMiYa2/LO1IGe4NUEu45tuwl+735cmVyeNJ2bmPOASvpq+eOjoOv9/jUg5iHxwMSHdv/RzFjQ93OWuiEVrxeZszL1gZ3nMRJ0piP0+mA02lpKvvzVVrb3ry5EwZFuz8sxTjl0MSWtsPetkkXCd9Qv02sXGVgy+s53DHgU9276VZpS4wx4c3pWXPLTTqJxlhwd3dp5l85B5hSHgjIW0W0luoKoDhpbvC1lbZ8LJq9UhoLBehCbCWmGx+P0a9Gfm+uvm/rDsaFb6wX70orCoSMlRCA1v1mHAELCBmuecY0HQy43Y4m6q3c01itm8keO94MlaTLQWyfhH71JBblUlfvepIRRBgAszJfLbWVxXZ09cDOyOev9kZ0nHZ2RViaJNEEbWfXOxZG0GGt9rUSXJFJuwZ5/Bwzjod1x6RIp5gHNqDaLvMm7XnsSrH3NYKU8fnG9zN2P1mZZzyYAfa9Q0m6qoC0iaDZ+QpsEZhSuzftGMHWyKpYpIaNVf8OZmYHtpSJHRmcWhxiTHKfrlMrqYaYMU16DSYnSdpO7AjG+1LAHuDQA2HVt1827l4Xm+zFJybKPc+b76ZpXgh8ggd8BoJ0LiFWWck3DyS3z2sqvpWNuELYnCJC37pGVC0RWRgjl67VaKZ2GkCJdj9SL6mbEFmZpWbu6WVuClPCMy11G1tt2jkpgcumz1rft+zwuHp8VIATxPNpDP6rLNYGtjs38OKAnYGdlXkrNJUdMjfEWLAsmzrm1uac24S6w5zbx4OM8zglvP+5V5iWDet57vomDJsw2guADWTvyq5eWU0W+QC5Cl8rcvJtIzotG4p6vNh9Zfe4iXnTFnYA5nKZcTrPOF8D1s1jVbbLmFoiIDqJw9kS4TE5vOYBwFDGiTJWCAvzok54zh53TVir51Hn1A/rgiMCftWdcUbaaVus+8hYFwLhwAEMxhkZZ8pY2DeB8IKw6z4yFhxA61r6Lcfe4Xg8LUhYZLC63l7Z6/8yOYbQWzTHI4Sq9v3ihWL5RNvmkVSglVT9/fpR0PrYRZGLBBda3T0Vh4enA65r1F0At+f3evMY/b1eZ8zLivPp2Iy5binI5bAi54D1kwnny4TzNWBSUJST+C28TecnAFOzWRcjvdqodvIGmHQBM38dZYGIGJhT25HZ4jl62DRviVGVz1171MCLaQaANqG2kLfi1QjK7xZ8ez7zaTEfiMgEhlNjutriB+wg3Rkk9Ua4udRIqIh6O0lJiZpfQYGI5OYg7Iu0Kfd20PF9jaWI/hmg3iLyuxCz7vDl77rWo0+svl2DLhwk6uwZs7Zn0tDqablbAwsRueB4WHE6L2AmzBq7Ie+37LqMRnbCwEUz7NPnG/UlIytyW0o00P0uTUwDfZocbwtATgFxyo2Vca7Cp7ADTSNwtMNAiGkY2jW/ucgj29LGJUaLAYbz8h4Dl+bknRW0Xy+zPP/NPVWNsarogk4DrqjiwaNsmIsZ4bCJeH+NEjMAgFMA1yri3FDgDgmANAlQrMBSRP9yivLVQUCM6mZgbdgFci9lB85eAMw1tgaGssVWLm4aGOt4URAzdpTZvStp0p1NsrEu5be+yRjLfSFo6TOJfuZ8mfHV10c8XAIeMuEJ3BiYdo1sblAGhpR1CQAOkOwjCX6V0q4nxqLWFFMmPFbgcXM4nCc4x7g/XhGotLnTutBs7Jq0YLxvbHzGw4ZVS/a9LV43EaUDkXH8j6B6PCcGluoABu0xISbRXeqcbLEyoyN62iLO50WDcCdc14Dr6nFJXiJamJBZwNzigMoOBcCZgUdUnEjcd1coC6PhLAcEfFAnPAchkAqA9XkiCPdwWNjheQm4rwH/zZ/xiq5viXuf84RJ9Tnlppz0lgu6rRMk3aG3rIy7ub++1vGpBzEpezjsBZCjbbrZxo/R9oCVZPYeJRXd72Kk7grLArdmh/PVoyqqnHxtjIEdhQk5L5hi75IIvqrtdWn15HYTxWPrrmiAywyXuJsivf/+A+ZpAb25x5unGVt2OF8mHA8z7o5XPMdTe95SHE4PfWGdlw3z8dpaSMWF1Np60cpbrf47pBGHOWk93YO59slv6syAnFBqnSp8w8rY+ba0W+e9Tph7IWmtewA0itUq0IS4EzsUIhBXabum/U5h9I0ZjwrGqnkgkRw8c6vPVzBStRyjoesnO4QApBzgq5qiDS3GJTtcrlPLQxFWzuHuuOLZ/bkxCiOrYC33MSaNjFBdzc2k4Wiv6+hshpQBi+vdNL46cSXVls2RybDy1vj6BlhYqWkidbwd2Bci7Bxs396VYvfednb2KpSHp/1jAAUveo3rAJqGkqMBu/H1RpA/AqM2xkYmcWiDa9ow111aR78fDoRp4cYM2thMm4YTZruXcr9v5ySeMTG3XDQb39hiLyH5qqp0Lat6AE4fe4lwS25MIBUS9sVaowuAFJQm5M7CZKc6GC/sTvIoa5Dso+yQr9OwgOpTqXjXSkTjebNzZ52OzZRRmWYpaXspd5jlQrUQUkLaIh4f7vDVT57h1eOMV6vHEwNXSETAWHYzoTkgGwm7pxf00EZPPXXaOWVIg1zvORDi5vGUCQ/nIOVeu7cGxnDHyPiKedluGjkI54cjkhqSjodzog2yTUkvy9kD0MZZG9uu51DZeOM2J0rZtwH/fNuODaQUsW6xP04FysssUR61yvqzaYdXYuCJxRAwo3vCCIgpg7WEQ1SflwLZDFbI3OVYAIIH4azz4IE9vlju8AHN+Iq74IlS62Ia51Oba63baWzJbo+h/jPTMpnLOtFvtVi3Y4kZrjByEQBiLqBNBDl8BQRkAEp1MzS5uP98XEh4pLxYRFPnwdzNbkdHatwGXWyTg79Kjo0nSKeLr3AuNgp+bFu1v3ekSaYDm+Sc+H6YXfbz+wuCr/jKJ0ecrwGna8TjacF1nfH82allcZTiMU0bfOhZLM5VlCeP+bDKR1JRX6NbjRUYbv72Wck0IPtFtZ8ibUmsA4VtQIa17RCAUwO/UefgfAVvViqRa2ig0lF34/SA1MlJroWHR6YKx8CF9iZMdow3ltV5AWFlvFKjUqeXNs9UhE1zTfug5RtlM8bSinPA5RrVNVO8LbJOeqdLxOk8Y1a30FvKu1ZhI2LNCioIlnZuE6B0APUJj2wC1hJN2/mpVunueMU0Sz16FO3aZNkB1Vg+2utacgp7psN14DB2/vVzcNNWPABRV8V4UN4rQMXBDBS5dpHj/px2LYONjQZiXO+Oc6GX+uxvb8uZbwUm0sDIhD1jQ8Rwhmzm1Hfldv64B3hOy9ZSsomU7dD3dAvEbpswWPPJ5I4B6jWAkpNsSCbgotoYX4V5uUvA1ct9NktDAi5RWJhNy0dF0qXzZUJJHlU1bWO5L29BYgW0bDECWXuPeQvSOTk4h5trbMliuna9LI3tqNXhclnw8HDEJ2+O+Pgp4ql0s7Wk2hcmBinTEkEIKqKfQFh0jhTgIq3S0qU2dNPpvAgAa/LIheCJcMoO5WFuhm+VCdOUsG4R2zrhcLxIl6h+3sPdBTDdIfdoFzewrTZ+SvINzIzO6SDsxlhjIgdMODJXBgJt/LbqgG4YtnVqjw2+glW/KQx+wVw8tk1sCULymBLhkqRkaDEMGRIvkMhA48B4QEo3hRhnEUNiIgtzlXNfuF+XewBgj8IBLzjgv7sLvuIubQ41g1DpUgIq9kZ61qpt5nfAYIOhpSuRAdzQ5F/j+NSDGEDYlsrcsnsqzEBtMPHSx1YFI3wzuwTitmns9vj974o+lwGVsaKXuAOlwmpbz0KJegJiJVwztef3xIDRcnbT6Hw3qeeB7Sq87+2xlsLqiHF3yPj4YcI5Bcybx2UNeP1wwDKn1loIABM2pC22BSPrTqwUj+tlGXxOZJF16lxqwZG7UsJ4ysYx+LWYQQMw1bWdXWNshoWzmeupSd6WLKG1054M2U1UPdcBDKhglyCx8XW4sqP4F+iAZhT4ilGTXIcLgBe24DuJU1ivEVv27fwbKN6yBzOwbg6Fh3ZmYhX/OjyeJ6ybxzwVCfKcE4qXDp3RzM7nALNDNj8S66Awp89axdnVe9MyOBBJjZ2ysHzW9m1CXWBfbrkt04ymX+1y6S6wnbPsgWAgit9yGgWgLtQD6FBEbxoB0VFxyyGqpTTW7fa4BcnGBsn7tZJSH6u3mqFWdqsOXPfdV6Z7GJ2VPTqAH1/3liUcS7wGGn1Ayzvz07vbS9t94nSXQ8CYZ0SijlTn8Nq7k0iZl0vozExyQBamhtcgpaQsqdPpPEtS9xaQ1ih6HDsXLJ1JaY3ISdgUHzOmOYEo9bdqoMU6M7fYmh1yCgpa5gaQ123Cm4cDPn6ccUoOpyrBrdugcXGABpuqyy4EvEQAkwMOvjaPlxAYU1CzRnUFDsNGKheHLTs8v0sgAu42j4dLwMdPUTY9lRDXqGWuilId7u7Oek0XCcuN+a0xUwvEZdnOg95rpAG6cB2I9DK5brqGSBKbz8RIVb2ztt7oMTKHYym+dWtOtolk5FSRXQ8jLcV8ajwqV5TksJCCa8hcF1m6RAupdkUwCwIc7rQDk7AHMLaWTRjYMgAZhM9wwIflOT4pd/ilcMIjNiRleaxlO8KDwW3+BbATAo8ZV2PTBX3NRWN/fOpBzGULyFXQeWGCJ5YyBAGVJJnXWBcrFQBAsZIDybwSHSN63ukgjH0opYca3jI4zTof8vOoNF2CgBnHwIWhgig5JhKAk1kXZf25g1LK+r0n6ZYJhFYis5C/EOT9nrJDToRcRLtz3TymS0XwC+KbexyW1NqDiST5Og10suyu5nazzMumguK8s1Vv3VzD7n23U7XP4PeL4ujPU5sDsIAac/989eo5Xr85tvJeyl4TbIU6ZWAHHh0gbI9euwLZbTAzMvVWzAZc9TtrFbQjo+JMckMFlpvtXAjTKvuXWgnX5LBmQnTCvFj58DJYxLNeq7l1NlXEUDFPQ4lQWZgQ+8JqLZQ5hd62aaU0DfN0OlE55iHfp9fRxwn5XYZtYweePX6f24LdtRyPEVB14NNLM2OLPhG3sgpZl4zWSaqrIOd3YtJR1M3ta2ej7NiBpQaUWIWme+doO0rpqc9jd5edc/kcA4CjXlob38fI4rbXDua87bU8QS1stWnHnJZ9oMJjtweOokAHmtNiIZnqZxX4KruCTL3s1UoaJGUk7XCySAM/JRHubqJ5WS9zc9+2xTWtsXXBTcaqUu/eMfalFOneknMnHWGleFzPEy7XCU/nGcxo7rqnIunvm5YkgF7+BXrJYtaSkSeZJ2edc2NQ1kEtDaxd2oIZzY9o3SZYplatDstMuFs8ni4TzqsH84Jlynh2tyL4BEfckrLTFnA5LzjeX1pZsN8jck1GG4quXdMLQNzKitb5ZUBkp49RgFu1q9Q8tIzNsjKlleRG9rE2HdLbtgVjgnz7GWTrs6LiiSpOlBXMuLbeMAtLkxVcLhiicqBrzvBSXjfzNt9FV/DNxeFbtuf4RUr4JX/ChURrI63bFQcEFDDOSAiQwEmbczct34+J1/L/r//41IOYdSMwuWGyQQMiwtD0djQAKGVgZ4Z522trZwji8WD/t8Oeo6huomrpwzkgZUIq1J4XUEamihBL5Huqx4OAF0Bb0CAtvvu8XglATMyIRXYvkQQ0EQEekobKUBTO0MnNSfaQCgEdGEQHeMeYp6IGbjJJ9BJHgYWhARCR8WClPwZPWjnCmzZBd0ki1kxKM0vniLlRFmVYjHnISnWnFNUR9IiPXt3hK08RK3fVfARUwNt9JbKeL/lsWuNl6XDwTPDkZJfyjgVZ/qZfH5tgxYK7IBIhMPCaHTZtC7UbrQKYijBpPLzHhSSrxZKup9i9Zczd99Yafyz3mB7G/Ct25Y6hhNL0Xs6B8l5fU4rftUibb40BFadAY0eJAy1Pq/3/5pzd+qyYZ0bTr/ihBZvM+6cOnW4VHl0kGjg3vQU5ktLNOyZsA2+mMdl17PHosqtAamivtns0aFmTqxNWCB3oOO4g3N63mZuNIKblEAG71zRdRVVRdvNBYoLTuAJSpsWpB1Q7z6RltIFdAJSFoW58J63UhJZozfq9Y2FliEGxgnKVwUiAnwrKpho2/WzrecH2OGPbYmNDrZsopYDrRRsiQtmFM442E9PUx+uybCjV4XKNeDhNOG0el0J631qbdGdh+g7c3LBF8zI5bptGAzBTqA3AmKmkgRi79jYuzUsoF48cndxvZ2l6cArwQ5R7ze4DK6vX4hCn2sbzOMZDzDvxOrna1xUrEw4M8r6ctAfoIJaSp5cGDOksDbicDjidDrhcJ2TVzs1zalq7WlzzhNmSpLyX6pp/1uMl4DE5XNhADOONKzgpsIhwkhOonyuhIoB2gmmHTjzKJr5LH7zr4Zl3xw3zlHFdA46PC+ZTwF1+jp/3T/jEreIPA4/IDoFE+GvdS3VozwaACdK9lBWVF474eo9PPYjxjhFJmInWCUICYGIoO42M1VhFYKU7syJ5Hh2Zy+NCa4vea2ts8I4ZMJUJa5LygrUXlko4KGNjpk+X2pkXYxYAW6T7ogpAKUIZpJLorJ9NB69jaF1ZjpWBmQkLo1GGhbtmJ6y+DdLgZPIwwbGVqwBZRCTbhFubbxmBjJdurkUny8YChIoppjYJTNPWykPbFruvge425Cb2OF8ifukx4hEVm9ZUM/rujZgaKBm9epvPBGnWFKmZkpaI3gVjRm3MqKYvJBbnDgAx4RPKrfbrWTwqNhCU4MMCwr1jHCNjiXW3i4yhYFFTvNFoy4DFpOfNJtfmW6GlILsGplUaBYOeSku7LiW3KI2aPWK/+jZhAAC6G0lEQVTsLrQAGnVuYlZLj7Yx3zqThvLQWyWUYQEZ2ReQghzr2FEA1brcYleTjSxLyV71QNJFA6BZwtthlPvYyvquklFjUAaWo+2aWdkQyCJUraWYGLAFpgEUtBwkZ/f6MGsaAGyeS6GAC4OcdjgZaCsEkARF3gIYzspCKRCSJ9KSkWdQyC3VGsX13dXIthTCYKzSQKkBJPIF4bC1EEoDaEQMejri/CRZSNYaLXOgAK7lcAUduk7DgPPT4xG5PNude7N4mGIV9lf1YrJJk8cFZUIrWHQvqn0xVlkAf59/TPM3NmTYPWLddMy06/4zhiklrx2mBcs84XSJePMkOpkXzzyOxyucr5iwqft6ANGM+bjuu/A8tzE9NjmYR5eFbI4gZsfAjEDc9XgGclVaoXU9maYk4OrNPb78lffwRv1pHDHujxuCl4ypbQs4rwHr5lBBOEwF59Xjv22ETfV8F22n3lBaHEBQEFGYpfBDvQZgrAvBJA0YJBSyNthm7O644V6bQYhYQZXDN68eKPf4BRB+1Z1Qdb6dIaUlAFiRW2nfjgCHwIQAj42qZjF9fcenHsTECCy+7JiTZkfu7cYUSt+C427pdftqEed2hNBV5na07iWrNevvQqhgFaWORkSlOuRMODJwLKIuZ/3dpRI2CBixsgiUXRlFJ9Y9g/YYeRy172RuuzCQi7TRFW6h0/DcBVmAMApTYgTyTf8jLrjqXKEgkBnY9D2XYX4ZUfs06C+M/bKJiZla6FtREzVHLDdpcni9ejwy8BFlbNoyXcFgMDyctPEp81TQd68VAl7CeF30ZwZg9kujPaY7/I4iYAKQqOKsepmVJFNp0bC5SanwgE6DH2PFcck7ditoKSfELG3a6vNj3Ug9KLK2xOQmnFXg0nQrXlmVYeKWgQbRW1URHMaSmgbkXayGPefuiL0mP7I+7yopkeem5RjZopYfM+hVjJq3EgizLK4AwE53mtkDWd5XAzg34Mmebyzp2OOAzpT4geW4ZZbkgdQWa9EQAdJhp2Nx9KLRc/XWe1FGSPKTagMzrXW5Ul/49DX3H+Tmc/m6Z2KI4Q4JdL+K78umXjAM1DUCFRoP4Hv3lXUpaUt1y+3hDjzjssFEpD4UxGnD9bzgfDriKQVJi772WAgDNtbJdj4vOJ0XXK5x131pjNe6OWzFgXVesXnJfF7csHAC2hED3UT5zr7IPSOlo6AboaCp09Zh1ECML23sWmty3ywEhCBeSWsKuFwjUnqGw3nB/d0F4b1eepT2fgdyTiIW3qENG68jF2HPWikn9/nfHjtujmvp94rF3piQnUgM9453V3zm5RNevzni1eOMa3b4+Cm2ebVUmXMzE64V8JtDZtnULrpGXKkiU8Udhx3zBQigXIlQWTKSrgg4qBxC8LCOJWVhCL2SIWG3pQn8STf1U6w4Zof3ssNn64IjB7xyKz6ma/PnMr3MbUOFJWFbxMFt5eFrHZ96EHOYEo7RvyUCMxBjJR+jIa2jw4DNCFpy2WcRyePqWxObdauMiDya90nVwEQ2cXFFCbKYh8KYsuxeUiGsFVoq6iCGuVOxVn7yA1MzHqUtykLZZkhwGvFedwvI89tGLjAhFKMW989rDIep1pM+b97xIPJ8s7bw+eHvGpBEk0QIU8L951dI++UJ0hJ4vUHtBELR1kzfQIfWU5UqbZ+9sTRQANQPAzNdWW/v4e1zGdgmYwFRmVg1Ta7lK03oAnBvDAm0Db86uCrv+HKRdutZQYK4zNZe7jF/kaFUIsnrvi2YHgUFXj19bsoPLAJieMAPBnlc9p9rFGPfAplWomoM5M2IsZ8PXUd9sh+YFwNiFp0x/N1YwmIDWr7AR9NIddM1uZcG/YmxJfa+7H6r3f/EKPsRiHSGwqh/gMn15xpez977/vP27sDeKWZsh7peOwYPwGV3LhWAts9U7a7TjzGwQk41PZwc8LCAPnsCZYf61SNYfV84+8bGVPteTSbZNC8qMm/hm6XbJ/iYEVnOhwsCPudlxbZOGilwwPU64el0EKO1TbxicvG4rhLKmbLoDR16iV7mL1lgk4rp/VAWD8N9mwFENu2Ytk0PlhPOVf1eUqctWNWYP+uy2pX/FdxX79T5VgGClzJumsQNek0B5bGbod49Owt7ViVoFxDNz62+q11vY/t8Fc8jX1EoNPG6jWMDKwCkGZmGtUVZsXSJSCkiqdj3qF2i3jMezxPenAPeZAlHtG7MAuARjMzCahlDfUWVDVYNmHUjZgAygZF1RiwkG0DTCFagve9IaDlWhC7RYhZd4rZFTFPSWBNhmy+bR8iEL3BE4IhTXfAr7oD/6h5xJWGE7jiCdaO4afeohU5ekXFEfCdT/hsdn3oQs8wZS9zkxtCsmHFiHoGGGc4ZjT+6ogKySI1hdaNXDNBFVaaJGcPvgidlYcZMC6dMhIcvpCyFAzZgzVLeuR/a+6oib/ve9C6sQMWOBgwgrYxC5fZjzCAxINEzK8TsHECznx6f2yBd4f48Bg3yzePWVvMejI70/dvfml14AXBFbeUiAMgtOVXeWcs80q+2syjgHYCxM2YAZjxs2WTYTU2NnbllaByoufbOulNonU4oSFSxkQNqQIBDUlamMGMrDuYMnYu1UsoPtiQM12FJyMkjThlLWdskPM0bLKkWwG4cAegOqbGgZieeFeojZJ+OhnFDfANQxp3zADzazwZ28dY/aSf0pb3gtQEdMhCmQMz0IjfMTKPleehEGrqyqrEJxsiYiaDrrwPcdAapkBVaahuzbUiBXTsPTg0aqe4ei+G8j6/XSiwGbOwzYWCLFLiO3SztOYbnNwaKPMPNSXUvvTulnSdz1V4D6FefC3BJunvPHnUTYGtfyxpQNnHnHR217XVNdGzzE7hnRRExompcut9OxZSkJdns8K+raDHGsZK0ccKG0VZFC7Oha/1so+QamOmeMNZVaCyt7PYrpik3M9AY8sBU5g72h+s/jkPR2PnG1hCxzrUFMYi2ZNtk/l63CW9eP5P3cliFnYoJeYuI84agHkuWZbULuzUwM2yAbXxWMxHM6sOjXUzim6HMj7att+iN4nG5zLheZ6Tk27mefcWhOryp4tti+hWGsC4ncGPUF3b4gMM7F/gF8veVoRtEWT8kZFODN/UjeF0hdF8hjRVFnOG3LSAqmJymjCV73BeH4yybg3VzWJJHrDMmdvhlf8IbWnHkgAOCgFiWDeGTugAvCFjYI90yll/j+NSDmHnZMHvXVOzO9cC4HaoebogxtO/25jAF+Uit7qhDPVongv48Fw9vbXfmsaDtwt4xsnNwqvZ/ugYwgOeT1Ev3gmBqZZ10U8YxB1uGtnzfTBIGZFYI4CjgHbjRfZ8IjYlxZaN+8ZZaXNr0BoaFCZmqsiTyu83OG0iRtxwjhXwavmcw6m8wds30ivWzy98IK+Ig4CgPoEXcdtEeN/7c6vEjoLHXsMd4JizwWNg1cbC5ikYmJJLnSRAnTOmQFVC6QDROtQKz3mGni4aCKmU7+drKaMfDhtvDhKnm3nk5LW0ClMVGrsjheMHh7oI4p5avZZNp+8yDGBHQ0s0IOKzUMtT6d+aGw6LQaHQDKkNJtQtp5fdejd5Ab7dBjyWT0RDRXsfeT9U2YWBkELoG4a1jTkMZas/42Psajd64dGBD5mM0HgbQBo2MZRTZ590d+llpZGhvWCv7nnyFhTi6qbTv+4MG4AN0Ya8CmHKNqGtASUG6jrLXTCPxIclbaF1SLfVcDevSFrv7NlT7l2LrDrxeFmyrMAPbFpG2gOsasSX5uiaPlFTzUpWVrb0L08BLbiyM/LM2XmEE9OPo16LlZUcSm2LeV6N/Ujvveplu52obhwBaObT6XpZ0rqI4j1Ll8dlJE8QUE5yvuJyFcZoXieeYptRBuuNdx5sL5Z3MnL0WAOQ1ttet6O+DBwAzplUbM0skAOZ8mXBeAy6bRyq9G1NSovtm0BitGcAL9nifCAd9X1Z2suNaoengsiGLkPntrOaggLLRjR3Tc00snZXeynw9ids70R198N5JtI6VcL5MoAuQVplHP18P+CLf4UIZb1yS9GzUVr43AANgN5f/ZsenHsQclw2HMNhJW9cC7VtDAQzOnb8xwo8xt51hzn1bN7qBjl8NsISYdwDIdgTBi1GR050T14BcCLNnvDh2jwYAqhvRgalaGnktqHOwASZqHU5AZxcM8ByYtBTUS1IZYoqUFBiAqd0cAJohlWWbsAIgMhaIDKR0cNNBS2d+RuBj3yeS7iFLKXIsZX8/nPveLUQ7sGOMkwl35fW6rgXokyQN39vPDcxYvTaywwyx2T6wF2YFDMeusVXT8JqAvNcrKlZIGOUVDkcmuP+Lvb8LtW1Lq4Ph1v/GGHOutfc+51SlrM+ofMmNGA0GAvGHgAmKFRPxlQheCEUQibkJYiyTILkSAka9MMEgSUQQNCi5MSiBChFCfig1pJLwERAhIV6YWFZZ55y991pzjjH6z/NdPD+9j7l36SlQ3u89nwM2a6+15po/Y/TRe+vtaU9rlT1icmN9U3AcWHmKPBlMUxVvGa7DlxxtgtaJOMvu9/J4xvXKaeyTRD4QAff3k9XWYxUfGAHX4+LpByGsljzGcsk4Edu4GUHMsPiPBnA6iTvfBavsn9FsUlcgwzvQV5/T7jHtsAGsy4dLQuJOTfW14aCHC4quR7HSTn39JsM1B/I3nze9uhDZYLt9rAHA/lncCGyktGWfHQKGxnMsYEbZGP2ZZGSw0HjU1Iygpng2sNuTgZeao7Xx7tcZZY+9lCeH5vSoR4kye8pc7NuE1hz2bcLlwmGO25aw7gnXlcWklxyQG7APZT5mZzsTDPQNywKHD84NwTVsxR/0HPo4AnAtHlMOeHrfsMwbC3qtS7KLx4lgY/pwTdA3p943UOgmhABQikRYFAYP01RsMzpJ+vw071hOG6YpIyQJjkwFUb8Xn6wRsAO9vR6Nu5zGNntz9qXeFq/XQUN8xyNF9o3KJSCIgd9anWmHlEG2uZQczvC4g8eHIuEDT7gUdd34b9Vtfm/d7JNkrl3g8UyCHzXKITn26BltRc5zEWDZDgadAHdunYc1M0tWn3OEF3vAmTw+1GYkANnKTCv+j79wKza6JoabU/4IxNiR5h1z6rSntv5q1IC2+qoeATjugm9V5nq05g+tr6Nh3O1RRTQ4ZgJpS2keEqFzZm8F7whv3GVMU7VaLgBrpePndKiJRcIqEDabb+cwUd/1EwHRkw3kbug3mumxVXUdgE0TVqaCDqZ7ungrdalZJ8KQAjg66GoGCuT7scVZXNb7pCfPFegoRDueVYdMvDjcsizsUDns8tHBy3hb9BsZlpcU4HCmgCcUMKGbP9FAfytoChRxlVpyfy3C6kjYML42S3NY5f3fe8L9VJESIcUmImbNiJIusCKeMAFYrwseH05ozdsuGACigBnVz5zvrswM1oCWPGsbRqt+L+U2MQkbAYy1hw7spC7O/D1eATaBL9SwG+0LNHe+wL4f/86A0ABmRJvN54/byfQP+IvnVO9DiWvU39yUloxZ0HBFvXeHLii7XiS7zbFleqDn7LG+/83hXIw7cN/se13MnDJAI3DRbikZlC40+KmwiR3QQxY9OhMj743g2TOGHPycGQDHhvXte5C66e4RRbuMdjagQz4yXGpWt2+TzYnabrxeFzy8uAORw8uHM168XLDu0YS6tfXGA4LrDQLUmV6HXp7myADgzbnhzfsdU+Ksrusa8bBGtN2b3X3yrCfbs8M7L04o1eO0ZJzPq9k66DUksPha/YRGRubAsN8AmxAbAzxMLB+I3OIcIp+Dae4gJs2ZuwAHFj+dNkz3K7wI70mMKXWstsrmgpSDuSDX3Du+9DrUEpF3vgYAf468R+w7B45qaHBtbOzJoI8ZLmWEef7lTWOEwxN4vBEIT88F08ThvfMEhMob3q15MwL1sml0cEjEbMwCbkpYQndGngW0+ECY1VpDPHq871+JHCYR+nKnGF+LWj1OoeGPO4dnp17yXjeP83ZixoX4/XzWb+wx4/o68F6O9z+IiRnz0mvWh1yY5iz4CxjrwMeJ3hD0MImqEBPgnUyMFWOXxAh4rPyknigk/ijSUloym8tdrve4bgHP7jKePbkewNP4f75pOf+lNi9dT2QgJgr/V5uzlm7WZygAggiPO9ApzWGW3VElFds6YR2c0ZfK0iiAUZFxw+ceeI0cRh2OPk6BiVgO8mOhWp2bnfPwey1lBXLIjjuH+He9o6gNk+hYOjo+Jw4/P1PEiQJO8DgJcFFRtXfsvJwckMnhjhxeksODdE2NkuHdMbjJ5K1cdgePQmwJvhXCunnMU8AyDf1kw4SrIGTPCc9fnLCXoSsucDdAItZksQBzwXLasJxWprzJWeeRghrfPCgWBHJmVGigRRdZR+aRAcAo81EEbKJdWbhfYVjGc0w3XhnDwk7D90TsY8QCZH8s05DrmVtjBw5gr2/vw0mJaygNHfQobhDO6oYgRwBHUETNDYODDAH7OAiAR6ZJP7sfzmckY5cOjA0wgBl5vewBL+U21x+rz01Nz5WcT2Flw2nH8tYD0mlH3SLydcL64g704LC3yYCMGifquR6ddomc+Tit1wXvPr/Dtifu4JGQ2xgJUco5tTrslU00RzNOB7F1cJAgQYfZE06p4u5U8ORuxWnZUWpAiswgrmUCmrOFc5Yul9NS4Bywbon1F1uSTSOszONzD3Sk5BBRDhoti3CRc6jlKCJwLpk0btQkhoChYjmtmObM2Vcp97FJ7FYctsRMjMZKhAo/8figylEP5Tp1MCl5UuP9MKZSO0cS9hhxvZyw7xF75s+8CfO1Zp47eAPVu1F5o8gAJAA4OeDZqeKk/lOuby6JAlzFEBLJc1YCe8QkiMmghwmrR11SFO+vlHhjHVNh5+SbNHk9YvPWGPPHPbfKL8uOJDYRb7/7BO/+zh2+qC74497hnAjv7id8iir+T9jwaWx4r8f7H8RMFWnqAAUYF4vO0OjPvaUHE5zXuuVrqOgBVITYrH31FrzYVxIBnWhi9o0TVp1kx+/S9jelhjefXrGIg64alun7U6quVva68I1LEcFiFRxiYOAQCajBvfK+k9jEK5ABgFL4+9L431jj3onr12pYBYj4C6yG1+VV2Q0FE2Uo52h8YZMylIqK9e96uUh/1g9lQ/T37HHAorTrDe1YbwDL+J76e+nxAvq6iTxmoWSZleEk2FlawnnXx895AtOyMwHnFnCRiPvsyHagFYSrq3BwmMlhB+FFc0jNYXIO50CYiIGnGiMyQOXAPEpODMQ2vPP8jFwClqngtGTcnbde7yfHk1+OyJldVMOqRnlMhftaeWVBgXN9LDFzyN0SDcdJyISKAhCsA0oX7tiN5A7BjgpMPDEoaUqh8/9V33IQHsuizLR7OHTojKWZ1x2eKhCbXXPzzXGiMxnGEMAamPH1nCcEl3u5Rj/j2OM53NcKWvRvjVEZNC4dEAJOQc8AWgzMCCt2EFqHEcRgAIcASOwBHKFlbrcmET/r34ZUsTx9RJgypvOGmiP2dcK+Trg+nrBeZ26ZLhHX64xtm5BzjyDIJUioacOzJ1fr4KxVunn2iOsWkffua0XgheTkgLvYsIi9gEagqHfUadlxOm3YxO33unLLsPPihu7EBTY2LEOmmM57arppbrmhGrB53UZUxwPA95j3zSIy9Pe1elCSvw3dv6VVh+qPUQIAMytE7HwcpmJgvlUO2iySP6WJ4Pqe2CWa3XjLHg/rRK3sTr5tCZfrjG1PWLdoABIA9qZaRn7fDD4cTgNZOAtb5AMDENVSNvm8bGHRy37Zcflb74/oeO5MviElslK3lrdDILmeYtY5793yYdi8KJCcph3LaeVbyIAy4XpZ8JnPPkVwwJd4hy/64BVP7lZcrhP+Xw8z/t+XEz5dgf8P3tvxvgcxp/MVp5OIpoby0HFwDnVU7aiw7xu7iA4X6haoeM9KqdHC2zoBJOVWFyiNWC+ZJ5JaA7ZtwrrOqM3hbsk4nzbrlAKAImIWBUopFmFi2KG1OQkgDDA2RkGK+h4qEHOOpPR0XPxjYL8WXxyiZ9EwoNTt4Ckjy8ECFrDqXO/QNS4QwDIJQ0OAfc3opabRLyLY8796uJvnqHDYwCZ/rL3pngP6WCfPPQIlDI918lk0KXehgIlYF8OJrCxki4GQVEgYuv5ojlzbnzwwV4eZGMxcpcPKxgcImyxADeyboQaErcEWBoCBrBp7JXFIfXg84eESscwVbz674nxezSNDxeNqGFiEtj7fXTDN2Zi+SXbZ6ugLAHXQd1DgNkdEmI/I4fyPbI2yHsoQkGNPEuot3NS6R4m2+zah15u4M2sJS/UFAGxB14DCluOhTTuk2jOIpDTCr+/QELoORwFAu3G/1c8QGpd6tLQl7I9+HmVUtGOIhPGyp4niYaPPr5si1f6E9grTwj8bSktyHuHJyk7w1MW9somCYzCISHA+AJldklzlvTg137VArc89TsBDK7LYx8Ii1ebwmM9YVwYw28Zl8Bgb5mnHU9nFAzw29Sg54rpOuK4Jz68Bz6uz8tEJwJNIuF8qFtm1p1RxWngjpnEa7PFS7PmCZ80FEfDsnJFihfPg7iQR86pHUn+eYuxLTArUu39PEMuBEHtpQ+fuKk7RbGkgppCiU1QWzvuGLCCDtYwM5McNacsRe/Pwe8TB5FRb20nvb2+NHE3YlybdrbqR3dYJ63XBtiXsmVOqax20j+pxKOd6kbn15ICzlI60Q3YWliTcbEaCb5gi7H0he+TGTPZTBDzzOARsqis935P98znXJOcKtsFmr56j9KKDTu3i4ufSqJr7J4/wvuHJ/VsAgDeevYTzhGWZcHfe8IEt4Y3HCryD93R83iDm3//7f48f/dEfxSc/+Un89m//Nn7hF34B3/qt3/rax/6Nv/E38M/+2T/Dj/3Yj+F7v/d77efbtuH7v//78XM/93O4Xq/4+q//evzET/wEvuiLvsge88477+B7vud78Iu/+IsAgG/5lm/Bj//4j+ONN974vN7v6X7FPPePedhR3VDf+nPtuNDug5AKXies09ZQY3Zq716qxaNkBiv7NokTpgAXrXkWbfOL2PaE2jxOy2rthLr7DbHy83qNNGBgpa65dkPemJlpCzc/iX4+oCooGh4bKncFOMcAh8gzE0OQGHYy2nIBJ0Unx4N/3CMTVHPTu4McpFOBuEy0y3NNYApzZF3YWGlYYKG9Tb3z6qqMPHqbNH/fgUqU75QZuQU62r3kAczEQl59HwXsu1PJoTUCPMQIsb+r1hzuYsWePbxzmJrD3BwSeTyQeOc4lTozkMmoCBRQiT006hYwV48pNGy5h0gyhcsT0tsvTtiKx3mpKMVjXSfU6C1jSbtGcokCbiu2lTUzapiXZUfIOq4KX9kIr6r2K2oSb5Hx9DnKbySgkLhM0ks83jxKWg09eFBafKuEio5CU5IyaJoz0rJjOm9s/d4Y7Nc94fryhOm08e9SPXRQqZCYmR+eaeVSAdQMUKgOpDMarTMkwABiXP98Om7l/h+ZIWurvmkt12Tpg4B3KMuZid3wM3udRbUe+ro4PMbFxkCm6mftmySqHlWCHUewWPfEX3NAlc2SLkZqNZFiwbLsWJaNTReHElwpEX7ncRV8A7WKdU945yHhpQAYD15M72PDm/cZpyVb92dKFafThillc9Udd+1TiZimiknmOGUY1QIjxGoaCwC2GIZQkabySjCt810HpkLd0XVdAWUADnOmiqABmIyAX68/r60VUjIqzcE31/VLIxgm1mPlLXFbdeWNq3aFqc1CLVwie3w84+FhMQ8xLt01LHNBqR6P14RLDoiOF+vJcbvz3VQxT90JXMFUHMcgOSspKZPlb8r2TxzwRP6eneiZedZkcC/nszVCayQbKBE6q5v40Dlm98MwfkdgyWXWgg9/0e/gA3/sHcvJe3x5tvmkFI/5cwWmvub4vEHM4+MjvvIrvxLf+Z3fiW/7tm/7nI/7l//yX+LXfu3X8IVf+IWv/O57v/d78Uu/9Ev4+Z//eXzgAx/Axz72MXzzN38zPvnJTyIEXm2/4zu+A7/1W7+Fj3/84wCA7/7u78ZHP/pR/NIv/dLn9X7TsmFeqg1aHeRAp89HR02d9MwuXVHtMFD1cUQAKlkwmvoB5J0p3OvlaOW97xG5sMdCLtGoW6Y6CU/vNjx5csE875ZV0jUw1VTs3CIra8lgvuecP3x2NeHSyVYRfgyd+q+ye/NOf8etv0QOWwWu4EU9CH2ZAJw9YfKszeD8JRz0NSz+I0veJvDc7UUImIQG5RRvFvN5BUQOA1gAAE1nFYfgxixRAN+kcF2pD/D/tdNIjwAGF6NvjLVRU8CdKPPVtE7B2vh+ggpZnT2pUa2hsDlgag5TdZhawAMIK8H0MtrN9dxVXMljkVbsqTqcgkPcIaCU26/nzJPCi0u06IcsALkUj1R5PKwblyFj4EDJ1jz2nOR6F7TmMFGWcc8hf94TpoWBQZyKLZg+8ITiqNsD8ORdgeK7cLUxm0BV0raFOm/SHVM2Bu963+iEvq8T70blfvG+Ia4Vad2R1wkhVeQtmQi3igdOyxXrlqyDw4eGKLqFMBVYULB0gXjg1dZnKKMkpR+ddPWeDu7AiBhT29yh9MXX/tjVeCgR3QKQm1ZyZvQILrVuPijvwV5n1M4I06UOvFS7uJcEtDRhrQy07InDHKV0UXLCviVrm97WGd43PH32gGnOlmyurEEpAYFYZ8LRH7P8nENXdbkaF48qi880sZncsuw4n6+WBQYwSFAfFADYpWX8yZkBzP0dP143kON70l19SgXTvHN2kiyo6mptMRzC9KlwW+fIhNyZc8DmVgV6MWXoFKrgxZo9Qh8TWi4p6tczlBv1uXZJCtdFWjVJm5ajasD1uiDvESlVtEbwtWGXdWLdIi6ihwmO8IG5WY6Ud8D5tGOZywEw6P2q2VHrxhvj2ry1xF+KZ22fiHpfEvCGA+5P5XCdDszjzf8VaK7XxTx4TucV87IfHucGNnKUaChYj1NGvc7SDTe0nw/n870cnzeI+aZv+iZ80zd90+/5mP/9v/83/ubf/Jv41//6X+Ov/JW/cvjd8+fP8VM/9VP4mZ/5GXzDN3wDAOBnf/Zn8cVf/MX45V/+ZXzkIx/Br//6r+PjH/84fvVXfxVf9VVfBQD4yZ/8SXzN13wNfuM3fgNf+qVf+p7f73TakBZpY1XqUECLUV6DuFePkQoeHSEVsCiFbn4M4vC4XWes1wXXy8J04cYU4b5HFDEz0tCuKVXcnzfJ9uBQs3nekcRa29JLdUHJZC2DNsla/hNrYF7xucAwMGKvkfY2cflaA5xz9n1rwFodMjhv4ykcnkZpR5YSy5hHxZMT22GHm0lf86GqNK7ca/3WCSviekK4H3CYggTNnOIsFm5VBgFXV82m+lVn4f6zCl68PDlEK195TMLALPDsjIweHWDp4AIsFMDwTSydDsLOBO8QZRc1V2DKAVN1eEEeV2J/GWvHBmt5dgAviTU4a1VWyrFwWD7rVvl3z4SpIVIwxROfuqbW5pFSQykezikV3subrXpsK3djpCljno+GZjFV07+04vsOtnDrddP5TfQkLR+1Ai3z4lk2Xjz3y4x9nSzuQOn5kpUR6N2ATc5breyqfX08ST09I05ZvE44dVkXoBAbptOGlnek88ZGf6ky+JJWF94lqxLrCGC6yJd6mUcvDmDUoKtdNwP0e0v/ZvAfeOWec56AURBtNU7q4l9G4lJGUlA13jgMoki+ghwoe1COaDsb3bUcULfJzlMTr5i8KZBJKCVgW/n8zQt33uiir+xIax4V/Lcq+N0kGDLngIfHBeseuLsF6GVq8MbiYdWSPZeXpsRdPmlgU3i8SCeR47I2AGNt7p8+4HRe7XqliRdpBb4A2wukic3nQqpWNgJggEZBi87bZjwq94OWJwH2HqohoDVmFuA6k6DgScedMnC6lmgaehvWAgUvOmfnPYlWrZeu9FgWZqr03GRhbi7XGS8eTvAeeHaXscysQbnNpJumnratLI46zRfpbGoisJ0Ts/hTIeTGTRknOKwg/M4ajIWJoQGN4xEYbAEhYMgPZGB0HTokU6ooJWLfpS1d4yCAozs1Od5eCoirOYqkgn1ycukidF2H3svxB66Jaa3hox/9KP723/7b+PIv//JXfv/JT34SOWd84zd+o/3sC7/wC/EVX/EV+MQnPoGPfOQj+JVf+RU8e/bMAAwAfPVXfzWePXuGT3ziE68FMdu2Ydu6ovnFixcAmFKPE7MoIb1a7we6VuZ1JSMb0JUzSwg8QdbqUWTHo5PFep2xrRO2rdebaw3Ime25tXzjPMchpNgj5aeZF5eRLlXETzbJ807GFzZsstBFTVMaOj369fCmg9HfKYOjtCsRU5jrluA8kKvHS8ktqgDehMObczNtiNZMowi9NP/IOYc4MDMAg49AhOAcGvHO/T7K82j3gPgQaCyEdx3A8Gdw2IhD9AhclrqC8ODLKwBm7EzSQ7UvHrAU1wks5J1FmT8JyzR5FrjNkXOfYiQ2dxKhnHesmwoiHpwdIRSPKgLrFoGUCPPuccoe1+bxnAgrdbM8ACBHIMfRChdikfREDmdyiM0h1IBCrMe9Svp49B4xSAL7HlGqRy4OKRLvkl1kQBOl7Fi9dIKI0+mgYzmAdtnlGmugv28ejXixdY4JGedHNhImxm3FmzcGsy5z1+mIpszs18EAqkUPZCD7hLBVm8CSGIzlYYemFvDsS5HF/ZT9lfieYiDgxnLNWPlVVun2IAdI2c+l4fo0BzdLmIfcgz4M5awgwY0jYwJ04AJ08HKrdQnD96KLeeWoAlqKB3JA2yLamkDSvsvgJTEDVp2cf06g3tcJ22VByZof1HC+u0LT4wFYAwMAYQ68lTjUnXfdZjxcZqxbwGWNuGSPXe6jAO5A8naPskNrDF7mO2afORW6mBYmugLvI2pd8fT+inW/N+uIIF2ey91q5aE0Z2b9BvbOR7YW8JE1UmN5yIa0/I05Qmupc+hYo+pRdUOi9wepkamDRzUQa0Lg4tFaeIXlYd3Lcd61hds3OOdsTmMDy2Bs52iWSsEhpYos5nf3wlAlKQ1rN5C+rtp8HJ6j8TylAKkUNVf1uFsAtwGpOlyrwxUcW3C5BguuTR54slRjfWrj+a4Uf8gX1I6luXLpS9/DLDanRM2EyXroGpZznxuyzBP7lqQ0zh2c7/X4AwcxP/zDP4wYI77ne77ntb//1Kc+hWma8Oabbx5+/gVf8AX41Kc+ZY/50Ic+9MrffuhDH7LH3B4/9EM/hB/8wR985ec+VviIo5nXzQRuu8qbHdVtV1KrXihboW6FIt/WiS+EoHPnCPO8Y5LkYJ0QmE3QNkc1DWuHOISxBZxLSryIY4e5A3tPCK0eRGljfX78amr71geZZorkHNAE/bI7ZMJljXixBbwtLMwHncMHlsLeJrILGZmIrqtpiOG4WBA5tMC7BFd4sxmFddGUbD20ZBJEBa+HnrNaeaLMjXcPq+lNhmv9GiGvh7MgyCCPGAGMiot1Up6kU0KZpjl1kSGfVxjVyjQw4H0EUS9ZluIxRYdz44yRZ7vHQ2Yw8wgGM466mzIvy1pyYkDjhPIF8fXfm2MfjQpLmO027w3O8e4vhsbt+1UEwk2Tr5tZoNu1kTGhP/cYmAoalElC6VuHkez4nE76AmTUvh5SutrW6cC+3OrRalVBYBdSpikjNoddjdg05qMpjV8Pk78uLt43pPNm3SL8QpCNh4cjAlURMcdmbdxU5RzeaGSc+t8E6qZ10nXVdS5HcHJwPAYO84mBq6EziQdl0wErynXHACYH7j7aA2hjN17KAW2P7NK7R1QtsQkLsD6czK03pmxzm/4L0illfivETQettcNimkvAus14+TDjsiU8XAPW6rATt+cGAPeRMEvJXYWlogRgJ3IxcSNy8LUhBGfMj7YcL3PGnCqocQPG0zdfIE0FPlRM0tzA2WAVURypidzB5l/9WgBmyfN1YpZpLszKCFhomi2lGz0pgfrqEe5XE5drxlGrR+YGkFb8YQyT0+aNALUm8K2hIVjJjLUgPaTVeenusZJpjxvwviHnnpvUmsNp2XG+WzFJHISZp8Zuujq6zOuGN1JBCFFKOryZTlJCLcVhr4FL5QScZRYhAJfmEBrQrgHeBRb6esKUmoX36jzNAE1KdXIvppSBGYc1x2QRh9Ka+GMJ2N22hOs6Yc8R2x5Q6+sJh9cdf6Ag5pOf/CT+0T/6R/gv/+W/wB2FDb/vQUSHv3nd398+Zjx+4Ad+AN/3fd9n37948QJf/MVfbPV153sEPX9/QxH77uyp9Wb+fa/P71c2LsrbhFr84cIQOaRUcDqvBjbynrCtE0Kc4AOZ2V0bJnR1PRzBi9H8anFdAiC7U9PFyA5rRLoWjidHa+6QF6B/V0Qpv24J6zZh24PVXx+Lx4V4Ub0HA5j7c8GUjmnHyraoeOx1HjEkbcN7AZoPqAScRDgWQ7MbAuCUbxUqK3CrzQvbELAVj4ficSXgXTS87XfsFkAgn29ob3ZgF142cuIW4kTd3KmXlfgmYI+EI4AJXtJzQ7VdRwhSrx9q0UkmV83FmpKzoM9SGu4W4GnxeHaNeJkDHhoHXFZo9EO/Zjs4nE3fX5X3HcC6g8kROy0LyJg8wVem6YmcBbZ533gyEuat5HjQg+m4YTAa0GRxVYBqu18AJBNyXhP26wxqzjQp+rhWAq4v7rBvCSFUptH3ZPVuZQL1nPVr3T97sEm2W7DzvSWiy0rIYL8Q1Rp43+C3hFY2xNOOdLcePG1sLJKUZKpHq401MQI6SAAlDV1XfVA5Uau7zphUf9StSK0foCOIGSH2yLzo9zf6GcB135zqgOJNyNv2yCyMRAdQ9Szmbfw1r7z4pTmjtQoQkGqWji3YBung+KuLdPGmbQB4nth21uxdtoBrZbM1TWiIjnN83nq6wXm+ltpUMHYjxVgwLzt3Dw3AU8FNmgqe3G14+TjjxfN7vPmB5zg/vbAzbqwWnxFSRTrtSPdrP1Pamq7XmQAXG6ZQQZWdcl3saeokrJbGWDQRu6ezACWZs8PQ4VVzMOBeJPjShcbX37FX1biCspCX75V53l/ZWOr3Fk4pwMXXhpIjdLKuNeDJ/QXeEdYt4akjTHO296glWHMBHl6DIy/IQFOtARQLaJb5pHloq3Wh7usDMIaeHBubXqXk5KThI2aP4IBTErNO0VX6oPoZ3ojbPZy79s3OT/W2qVF/osNatCc8XhNrd/IforD39zr+w3/4D/j0pz+NL/mSLxneeMXHPvYx/MN/+A/xm7/5m/jwhz+Mfd/xzjvvHNiYT3/60/jar/1aAMCHP/xh/M7v/M4rz/+Zz3wGX/AFX/Da157nGfM8v/LzqrvMwCda01pvDwYzQhE3LbkEC1BrgsI5d4QHqw7E03lFTHmgFQNqIbToOUiM+gAEeilHj5iKpbJ6T/J9V/RXx+2VanDVvEzg7fWOwk0X0GHAFMno2HPCvkdcrhMe14Q9s3HV1hweGy+iHg7PnMPT2HBeKuapYJ6yZWWop4mJ2RonVY8BmPw+JL25cqtgcMBpks+oIGYozSgwUI1PKZ5p7D3gZXF4F4TnruBtn7GhIt34+GopSYW82rkUiAWVatAH9ETXUQbhIMDMqdlT171434yRCUJnA7BWRK1J606oUQc1tQak6rHMFU/2gOsW8LgHPFaHjbhdvAMamAhYr0UTUMMLSZ8UOEmcYw2cA1AA5ziLSxcL74GSCSUD6zrh/skFMbO9eh+rPPHW68ytqzPbqzvH94C1QseKskeslwV3Tx+N1l4fT2jF48U7Tw1YvHxxj+uVSxpaLhgFlQCEGu9iwYBqrNC4i7tlKIHYW1dLQJp3UHO80J03AIS2v35qc74J8CbWzKRm1vDOSRKX480SNeCgaZG0aO1KGUMaSVkZB2udxm03kg64Ebx44u+L6yxMCbJQAvANGLJ/SMp2Kt7VVPM4FTM5VN2fOSnL9RvLKjUHFAETTXbErXlbfHYZp1txHcA4YPGERTYiuQQ8e3LFnehYjOklLbtyF8u87MaKaFRLCBXzvGOeJzxcZrz74g5PfvcNxCnjyVsvmMGQjZMLDEjUc4iBszMwBwBBtSKB4GMeutH4OnjHm1TfPOp1grogh6kYWLplbZTRoxbsMdS4dFxLBAjGhnvfjLnvQZDaXdpsQ9c1OR4kLu+3OkY9j6p7sRbliT9jVdYzDCWkm1Kac/VQblLNGc+1HZCeAyH5Pm8HTwiuMcvrujeWHnvlErP6RCTHDsza/q4J4NoNpxtSGjZN+hk36apUucV1jbhsAS93jxd0nNt/r+MPFMR89KMfNbGuHh/5yEfw0Y9+FN/5nd8JAPizf/bPIqWEf/Nv/g2+/du/HQDw27/92/jv//2/40d+5EcAAF/zNV+D58+f4z/9p/+EP/fn/hwA4Nd+7dfw/PlzAzrv9WD1vkPzHs4HmbxuPF90IIj6X2v7lrlC3WGXyGFadhu4QejMJiFervBCH6dmDEsRAdPImhwp8WYLo4GZWM2jAEAXmAVvfgdjKYmp4WDujwpe9tzD27ady0XbHrDm3kJdiCMHClgb8iwQnp24fW+Z2WBN00oNiJF2MvjeFqmC0Aar6fJjga14nFI92FgreNFSjV4PjlIQX53K7cjvgvDCVbztMzJ6UNno0gv0kpKWifRW0LWC/0Zbr91BoDjuicf2c+0aum0djELhAlzrV/2SMg/KvJXaLBsrxYpl9jjvAU9zwMtr5No0saU424p3vxyOUWDH4wD2yHHocQ07Ac0xK1MbMzS1OuwlmG5Jqd955t0N5w+JmHBLCGGxOnWMBct5xXK3WgkqxIrTG49Sz/Z4fHGHVgJCKmg14PJwwr4nE+VuW8K68YZCd+jKYo2lTy2tOkfmi6Nj+nX+Hc4xG9NCRQ0eoXZdWJozl1h2Bjh1m25YDphdQnAZ5EL3aHFDqYt4dqcS2A/m1uhS7+HqmKHysNKUCw6I0qKujEssXffyCvMiA7UOLI9+JWGA9H15gk+lm/6dwe9PfEkOgZhOO0PQS2t63U1cOohMnQpZ+Txse8TjmvBiC9yNJADmPjbcLRXLxBubpHlGgfD06Uuz9B/Bp+knYoGfM7brjJKZSQutYp6zGHvy4nx9PPGiTY9YQgM51spQ8aiUzEBOmXKfCuLC/je3XWRjaz3p524MgsJcoK36figlMotD0l7PdgHON7iquq4gG1wGt6rHqTIWtatJnbJHkTCPH29+X4CU+z3BUy/plRyxrhNyiXjzzReYxPhU76MkreWjSH48FIiqf06r3u6/GDv7+cbUcJ57ezbQuzD1/1U2otqer5vNZvdm37wCsBbyVj004+pwTRyXnJw8h3ZQETmk2HC/FACRaaL3WFH6vEHMw8MD/sf/+B/2/f/6X/8L/+2//Te89dZb+JIv+RJ84AMfODw+pYQPf/jDJsZ99uwZvuu7vgsf+9jH8IEPfABvvfUWvv/7vx9/+k//aQNAX/ZlX4a/9Jf+Ev76X//r+Kf/9J8C4Bbrb/7mb/68OpMA8E4wa7sB755aCd1OXWnz1yA/JzXAWryZ+gCwnQ4A8xkgoQZdYqZHY9cnqQ+O5mT63EoH6gBVl9U0Z259TL0lUNNOSUCYF5qTZNGqJSALYNm3SQzQuoX1uifsOyPeMkzMmpm0gwfD00A4p4a7JWOe2WWTvR6Eam76ubX1se9E+sELaGssxs2Fa6v352KalxCE1QjHoE3usFGzpYAGZoheuIp3JfX01hvGAYjkXnH7rWhQ95eezsqiWmY02K9GhYrBSct3OBpG8ecGvO/tnjr/a3SF0fXoOy6dkEoNiCIY0E61FCuW6rFMFdct4vk14NpYc7ACllCrZSWSf8o0qVMqwEAmaNt5dQjwtrsKQv3HQCK+k51yaHjn7WfIezTXUwA4n69YLhuml9xZUqvH6e7KIsrEJm+PD2f87mfesvuryAReK3/mLELe4Ml25VV0TSMQHCffEdADvHtVZs4RWfDj6Edh90Zjbcf6cLL7SHU7TXbsznHuDb8wAGR48MbCnH0dMfui7IlublQT44cyFHGnEDMrfSOEyp411ORzFs9siuprHHWgYiUq4QGj0DTSdUJ7sEXXpQIEEVYWj1A5MJI3aUfAZ4cs0iSMMrZkjJOWrcdrofT+tidcBMAAXD56Y654cs5YZmZlU1ITRQGgnjAvGxY5x1XAVYjsD6KlcR/E6TXw5o7t6wvefucJHh9OuH/CKcibtHVzAGPfLPBGrnIZIxaESTZOOcI1mc+dsO3DlK52AFp+ciICZ5ZHylbBg2rj7jtPvCENFYEcypYA9FDDPv4Gsfqp9aR10am4QACxLUFrXNaGACL9XMzeeuvUUcmB+eAY+9sjcbh83F65h/jeqWh7Xx9sLir8b9s97lLDG/f7UA6CjQN1bNZ8QSJn8Ta3r6X36LiRtjWt9jF5GJdg8DdNGU+e8Byi1iOPFzZ9XekPEcT85//8n/EX/+JftO9Vh/LX/tpfw0//9E+/p+f4sR/7McQY8e3f/u1mdvfTP/3T5hEDAP/8n/9zfM/3fI91MX3Lt3wL/vE//sef79s1RTrX7SNaHlw7PR1oLpIJxjWhnQVNh+YOSbgduPCExQORd3nU2HeAggM2vtjTnA+CyvG4RappzpgWbiFU5kONuHxwaFUEvuRAcFY2KupyKghce/RDbJgnh3nO1uatYOa6BbzYAq6yAN55YIkkluEVp2UXgXI5iNNMN0QOiYrRhSYOFMrSey7j1Qo8EV0NL/ZSN5fWcgAWhKjnJ+fA3gbV4QGEd11Gc/RKCQlgAKNhaLeHg9N1AB49OsFZqYYP9qvRzqobepdY81OKH+6Yiub9AbxZ6WMwQouxIOeEFD120aXozixUhxR5V7tMEY/XiIu0Zz8Q24wf2CHwHKwaGmWctEIRxKfHAfByTQOAvQVMlTjNltgR9Z13nuLhMmPfgzFjT+7YDTiLLbx6drTG13E6bTzh7Am/85k3bLKjBmNZYuA0YAWn44RvYN0308iMR6kBqIGZucIaFaBbzev40ucLoWIXSt5sEEQA7GTDwqnOrOExa4XqwcZljU3LmmeWIzhbLFXgrEZ31MBwd9SVBGJGJksXjLIBI1CxwSHPl+iVkhIb8zlGnJG4tDQ1uFThpgA144OyLZU1Ms4z0DmWWbw9ru38t60QgAiqVQAdTPPRpNVV9UvX64x3Xy64SItrcMA5Njw5Z5xPmceqpEtP84552ZDE+GxednjpKJqWnedBUhuLhpqDmTTGVFFTQczRrt3zF/f43c+8xde5BAAXu6bUvHRUNZBvXAr0xN1ZJZi3j87Z1PjawjFb42JlfZGcemXYbJENDZDNpwfQCmteeM4jRAhbpFYHqXcJteoRRbNY9iQ2BRI0HGuPH5D2YpY2CMsk90/e2RDVCxiclw3bOr8CUoj/VJhv3Vi6w/2lMgfOaOJunyqbi1Vchu9PBfNcbCPJz4MDU6OvqV81h0/LXWqkqvd5LdyuPup0nCO4RqaLul1zg2+g6FAqGYNdijtstH+/4/MGMX/hL/wF3FrW/17Hb/7mb77ys2VZ8OM//uP48R//8c/5d2+99RZ+9md/9vN9e68cHCHQwVGrvCCN2Sk8Kpt1ZzRHgOsalDCzEpzEg4FklwdfeUdcI4MO0Qwo4+JjwxS7AVBP0j1O6oZq5QYcE1udrL5Od3ZwBxChi2ZEMdBioq/UO1BqCcgzl5q2yB4QAHARw6mTA55OFfen0ndbkSljez8RhwF6yzhwCUVuCDF8KcUjJcJp4XpuFIfHUV9SzYobIublnJbr7sWrhnVBBQ1e9C4AB0EGenWwhwHo0OD5q8C+yd9yAq9DBpfUFDLUytR2Smrs5FDAi2spHi5xaaeRCEJvKF2lXYlgNumtcer5qE9i1iIyRRy5dHe3MZgJW2RjP3QRMKBsjAqSO7sU0KUbemhYXG3A2hymGrBVj8drNG1NEMZknhqC5xydUj2b5829jOgcYd4j3vndN/DOu/fImROG1VpeS4r2TyYrL7bySkObNwiA0azxQLmTGqLpPeBsATLjMxNiSrutbUrAFLeYa6lDsPOEKpN+ECbFxYpQPYJoDbwDMDA9yrigOr7vAgHVdzamyuZGA/6IRQRa6AQ5QE3/GoClMvCJ1BEoACqODfCklIUor+mI2RkSIz4C+1NlTioHOTi1jfDEHjIlAMIMuyYt2mAg0LsquXuImw8k0XpPuF4XXK4TrnsHMLMnnOcqTtIcHTBNRQDMLgvujpgyxwP4ZjqM5X415rvpXJoqkpTeaw5mYMfBizs++9k38NnffRPXy4JnOWI+bZgWzuiJ5OBcBjI74FbVPWnJamK/IGoS0CjADgTuYhJGzPkGzGQCXYBLcy40LrfNhcu/O3cvUfGoiHCtwmtZRc+/b/BRaVmZ06ej/sOHioa+nnAnVIAPolcpvLmZJr6XsszN4e5qHkt9MwAADLa9E0Cdo2nvbtcUgOfcqvdD9TjNFXfnHYuIhdkdXuarG2G7Pp+Wx8dS8LgG6c+wcXeYbiTsOW4AjB7eN6B29/llzjyX5Ay8i/d0vO+zk8aje1oMCdSJQ7ygwj6tUabKIrpBZAXfENIgTlJacPDYCIEtuhsC0k0tU8HN6Ocy/guhwmunkvo5AKgt9F1GcOCWWkJMhJLZgbV6f/CV0fddSjC/Bi7tRAkLDLisAVtzmBzwZGp4epcxpYrzacc87ZgmFoCyxffruT3zooi6e3bYswCSyk6RZzkPWkNXBsZ2vUZJehFiO2w54FrYUfLqmNJtjkWu2bXuB+PwSmcUn31Z9ABhaAY9koCCzQGFGiocQB6ueNyhIQXRwcii6xrgXLVyhwJDT0cgp5/FU0OrWkZscu4qiApqypaZVXIcOhU8krRBptRw3iveeUi4Vo/UHB5BWKWU9BRs+McJ2zKOlSaHAB2CeXpoKnkh4KE4PNYO8ybPjslb8bhuQehh4DRXpDVhmqpRwZ/51AfxqU+/iW0Pr2il/MCa9OvpDuUfAL37AwxItAfBOSkeDmCQP1f/3nQxQ91e2zX3jZ1QSw5shZ5Yo1Rz5F2ylF9j9QiZnYqDLBrja2o8ADkPlxqzHiq0BYRl4UVnLDm1LcFT4RnVEf/Ki6GdApnMWhkCesI1+tPyEznziDmAqOoNwKD4Dp5GVkfAC5XA4ZsloG4SQXCdUNaJjfCukzn6sq8Pj8VavGgUGPZ7pxoJWKkJ6CyYAphp2ZGm3VxtuUV6t5J7nIox160EtOQQa5HXLag5IDWPedmRpozLwxmPjyc8Pp5wPq+4f/KI5bRhWjb4sPD5knINu05z+3WrEhmjYvstCuCoCLUgLNnmeyIHymxWZx1pgeAgJaC5wOeMep1AaiApoNW0gU4E4MOQtaBUA1A8X4McECGt/q5LDJpD880Ss1tzwNQFwzHVQyfe2Jxr+pt5h9sTSoF0OcGAvoZa6r3iPeHp/WYyAdVOBa95VF2bpvec3as52lw3I3Mzg4qZX1OCH5np8RhF+9p9qOuCWlX4/zt9Yv5/8VCKDRD6vXjoRydy3IkRRNrpCM7LRBur7fQtgZccnBc/DBVyBWeUrop3tZ2Ra8/9gij1ZxQwjpSd7ij4e9ZvaJskd58QvMYGNI9ABT44hOaHCALYIukc73q2PWHbJ06hXRMerxHPt4BMwF0gvHm/4+60I6WKedoxz+K4OWXrlOqfQQ2e+oJE2hItOzwVEZ8mZna0u8cU8sN5aRWHz2+7jte48OrXZuUgQpbFfCbpskGzx7Jmxh1CkO2aglAcwZPHIxpAHiV7nBp3YMRGvNZIYjhAx/dH6nQsQaE1vDIBUHb2WRXUOJ/hBUiHymW02jxcJruZt8i6mecPE64iTh91MHehJ/+qWeCt+4DVs2sX/e5iGOgg4EaesJFDCmQU8cM1IsWApRbEcEItAc9fnvF4TVhE1KkHp+Z2v45Rb+FvJja9zsoO2nOoODxW3AIZHXNj9g4AmwTVkwOAdCI2kDiKjloKgBeHSezRnSfUfXgtckBz8HNmsJHRS0NOUrmJwYGVpB0DaQUP6p0DJ38bGv+TnTt2iW8YO0irYzCic0IDsHfgRFvsLEt1vcQleVV6m1Dj90+N2YOWI8qaUNZkWUrKxOhCUuT/pXDAo2Z4QbVmQ9egAspRoxFiQUwZURKdo/i8aLkFAJfkJ0jTRDBAE0pAnDOqOD4TOXxo2bGvE9brjJfP7/H4eBa7/hXTvHC3Z8qYTxvPTQJggmgcW3Voj4t5t4RUDinfLlY4ad8m6eByUzXAQQIaXeL5O2DnnChloD2hhggvmp+KyMG7lTduKoa3gNQqmUWxwhHrX8j7g5C3i7cbGwNSNR8VXxo3jNi8Qq/cAwA432+4J+z3uXd7et/wxpMV59OGFIs5/urGYLxn9b7xvvsKqZ/NOH4OAvwBsHyu+5/9lo7v83beqs0jj0L13+d434OYqrRlhKmlTXzlAufvAPAkQt9AAPiGJRIK18lgDAJiYoPLw3M4dMMwDzjXmEKXHaEP0hJIgFdUPF4kZRJ04Ant5kiSQxtPen5qB8DTikeI3YhMSxTUeotq3hP2PXFS9pZwuSa8+zjhkh0KcRv1s7uM+/PGzEss3DFwWg+t3hZpb/4D/NwKlhTA7DnhurJO4f7MiwV7UIgnjvriyAAvwwI0Hq0xMOHSycii8PcKUsbfba72x1D/XRUGI5BDdWwqxwZ3zjayAOtlPJiGj5U7a2rgtkO+1sdYBD4fDhkRofWFe8z4sXwuJ2UP3+A9l5u0lKadDcFH+NzBEADcSaYJIYAKMzIbGIDM4DJQEpCkoulxx6ZAsxHrOrQVXCfFXL3RyOzO6cwJeM8OuSTsJcC7M2pzlq2VSxAqGq+Z+HoYn7ImKohUkK0dE742m2Dtny4AQkHrOR2fS0tUfbxIB2HVchNZWrHeY1U2L2VvNpaTgIKWI7zEF/g98qKjQbBzYcASuT2bPKGtCW1Nh3sWSRfIvfvCAJ0EbADE+ftwSJnIIgaUddFSUPVmeNeKt8gTHZO6SKvIV31QqoKWnbOsauFoAs13y1uSe7inLefMYFd9k9TgbJqkk0hKSNPEzQfTsmO+W5GW3VLGnQA/WyBDb49WvYs6DDOwydx+Le8RyuZMGctpw4t3n+Dly3vMO7+2LqK1RMQLAygVyerrhdCYddHxUnvOlwsNbqosj3fCjqlGRkqF3O3U4BYew9UTXIjWut5CFfsBBj+tuj63a8cY9Ygbm+/JgUi6uGroTQHBsfhXu7u8hy+EGCti5TlANTDWPeXIGFCeXxp8DaInYuAfQgURcLnOCJ5wf3dldjhwBIndp8MGJNyUgnRzodlTrapRXehWB4Mov/9N17Lpplfnijps/iJV2xCWynmCOf8hamL+n3ZcXpxxHypSYJdOnVrUNMpykwjwCXBe6qkyAZv5VPCgyvVVJ6Ub5wgtNFCqdlNaMB6hI3A/iIhfw76QtqNZmQnc5ilsi6sdWetOs+YIl8h8bAh98BjbI/9KDhI+GbBLdxLB4RQIb95n3J25dKT17uW0HqIP9LV18hhDLdWsSHM6AA4nU6Sdc0CSiPg0Fduxqyp/NI2zwR/YIfJUPO6zR6aAVXQxWa5gFOhxu2d3ODItDGA8/991vaV63aowtkDjCwiOHPYGxOrhCywGQa+XF6ZO/U9aIzTveFzIznXcgYw1ar2JNTfIe4IvzSYB7yP2zF09nJXCArpGDmsN2JVRIGdWf1yCEt3C0NZ5y2iMNWz9mmUHzPknHaHlwmNmy8HysE5LESty4msqAl1fPIL35kY6Wgbo5x3fS2seiBWtcReR0tTqOqq+PONhE/hrdncxlcP9NH51jgzcBMnIqcXDr8waVBFb8wKcLRTTeV4Ew1wQqjcthaZat+JRrpMtVEE7nC5soBHeuPL3uniJyJYagMJOvJq0bcZ55LpLb5F/OicU9jepOVqZGzjS/VSChUC2Qf/CTspdh1X2hJyj+UjlPUlLb0DW53XAkhrefLrh7rxhWTZOpZ52nO+vWM4r5tNmACbOGem089wJ9G4UR73NW+YzasX8WEgYJS0p5TUhxIISE3Lsn+3Fu0+Eze0lD2XyiLg7zcsmKc4ZiGTjz0TVynrIRtS8fBzB7ZFzt+TgriIuCbkls+bMd+Ewh50y+GFhOIMX1ckcgiHlZ6NOxbmIpsLcwZWaIqdet+KBWFBysnJVELNWBQYjaIB3UloWj5ramct9T5imgif3F0zzbgzINO+v3Fe3XWs6xpzDoTSsjsztUAG40QLd3KfN1ojj3KibDraCANadfbTe6/G+BzGPL+7xGCpO7WIaFUPq1cOXgCBIV50tKTaztua2SACNOqoWLj7MECGZM/RLQkkfFNo3NUF9jP2fel3VhE9CNVLlNj8vj1NE32qTclb3GMDQ3QP0HfE8Z2M8SvHSuEt4eiqShpoNwMzLhjQVpJQNwHTFO9PP3AkVsGf+6px4vYRjWngBMM/NnBzjQEM7R6gI1kbXgQzMgyB6wsnLREEJjYCLK6g35SQAN/lJfKjygxtYX0X2yszokYV2WyHgNQPael+bQ6xs0Bdjw557bIJOAClxSBtis84GGweV0HSRH3ZUfI14Z+NyB0qv6wRbi8elOAndA2JxSN6hRO4S0veijJdFbeh7HMDNrZjWrjM50wLV4q0lfJqK6V30faWpHJ+zadlteE259r8XqKqp2NhyDq/sDkcNjLI1IwU9aqv6i9PxntTXbLyR0TJU3pJpD9LMi3EIzQz/ysoTe5izLdBNyjim7akBrhB8At+jW4R7mOCfbCAiIMcOZoj1M+2aAE8I5x1uLj3VmiJajmjXhLomW/jzdWLQ1CR1OcfORjm1iYBpXLKUj+rQtQjAQIuljAPYVjabe/4wI/mG5IGndxlvvvGI+7urbWqWEwOXNGcsd1fMd6s0NDQWR7ue8gxHnc0aFzNhYnT3oX5cQT6TDxU+Jg4lXblzZ8kR1wsnJp/OVxNye2V1dbzHY6CpxhKEKSNM1d5H2yPfoyfWoUC61boLcAcwAAMad7dzSTAk0C4CYdmIkRifetG4+OYPHmOq19YuK+e0jC1zuozfWvgcpJCBCcZ4xIn6uB/tgAQgEvXZzcwjQxdYz3PG/f0j5mWHuv1y2boe7k39u3Hjyvdf3xhpdEVMvYxLN1KG8d7We3YsIbfmMTYfjSV4/dsU6A+vxfr/aUeIFQ8v7rCtk6notYWZM3UKnA9wWaynXegAJlYzUBpzYnxQZ99mQt0wlQPaH/1gbg2uRmMqK1kNP7ddltS+LbysenEX9dKFJItRO9ZHeWcSpOtAdlg54LomPFyi2f8vE3fETClbCUkZmFs/Dl1ktP22SvbGLE6ZKvJShgUAJj8u1v1G1BqrsQ/Bw0tCcvANuwSsecdukqE5TATM5HBxR8ACvPo9cOxQAmBdSs0xePEQFoZeBT8Elixcm+Osoiyfv/YFP4aGKbauBzGdkEesYsYm4Z76N+qxMzJP9HvEc7i96xBK8XiyeORLwENz7CNTHeo2BIvesFohFjPku2VnRkZj7DAYJ5Ox7q2loVGUrozauHMbWZixS0E9Lux9ynOp9bruDnNmjcFYiutaGNhr6o5UKfXbidA5QosFzqPvxvX34wStf0ccOJm3Cc43TOIyq86xtzb4WnoKqfBCHZoxNS4QO3w/Ai6VXh72xOyKpE+jetAe4JeMcL+xUV71qI8z8ssFZZ3QMrMr1LwFzVYpu1RhzuKgbdAk5X2dOI160B11M0yJKJCurJcPZ1yuE0rh8/PBN6/4Yx94gadvvDRAOS/cJZQkbiImBsljVpWV++Q8eCmvHQe1gE5tm3ZgbYo8vko32X4hTMO9cnk8GfPCsQR67fna6PXRaxWmjLhkhKkgzFl8fph5ocLluQb099cG4bbrc7ZTtsZ3vQc5YgdhEU9TbXBW+gsgMSIlFWiDwZoTOQCVgBR2cwZWwO09AaLhac3DNeJxeDNex6/jPescofpg9wPA699J5nX1nBn1L/p3vcNvLAWjX1vXtTF8EUQjUwPHeEiGkoI0ulkDqXFMTghVWsl581YK+wW16C0k1DnC/akAvbH39zze9yDm6Vsv0F5OHN6Yg9DLFb5xXTIk2IBtzbP4qnogVZg4Tw9HAmrYL4LgjVHpbIu03oXhJgCsLn472RqAGUtNSi0Kw+Miq7U1lKxmKVNVD2r10LZGzVvL5L5N2LYJDw8nvHxc8PwhYa8eSyR88OmKt954ZNYlMgMTpUSgN6tSnApazA6+8oCL6O+dWSv5flgUa/PmyDvmQh3OgRzeA0T02t81ABN5RHLIjl5Jqta/8MRC3oom3jFd90I4tmTrz1U744Z/emmujctxJwEgylSk4EFzRWwsJlQmxHbn5NAalxqdI1AQJ1oNxRuAxdHIyyFQRfViuNWY+Zmmgr14nJNH2R079QJ4aFyCKI1des8zG5I5x2UqAEiOetfbgTZ+lR3R31spsoQulqXuB3Qr5tPn0vHNO+LRKuBIh9vnlZ15rf3nbCxZBxAju/oBiGk77y31bc/r2X8CgH328fro/0dgN+4eWbsRQY2FmsWzh4d2NPmEvtM/dw2MLQxqZf8499eJle0SJmZW2zWhPM6o79wfGNu6ReTLjCIp1cq+lD0i79xZtG/JnFlV26CC+22d2fRynw7CyyxdSFmEosuyoeSI5y9OuKzBbOdb81jXCXj3CT/utCLEigm7MHzV2tKpOSDxoh6mzN1BJqBtvX6rZnNyPUhqu843kAsgYv2blven844S+nW5f/KIF+8+wbbOAoazNE94uEpWhuwX11l0ANFkzAyag5uzOfj65A5mS07LS2JSZ4JsMJjxc2HwQ07E1gxmXBTfMAEwoD6ntxKYsdefh4om/kUuODbkjBUgafH2BJTeNj6ysbe+VONYBmDv24cgQLPh8eUZ2zoBSFJC6sZ5el+N94LeX2pToPYFBwDlOIR4jAkxCxFS1+1jgCYAsZpgLaCGvAIwVqc1j/tzRvE78Bzv6Xjfgxigl1XUhElv+ijeAV52q/pVB3J/gq6NAcCDW3wZyjqx6FduVhMjqoESpySKg6QMkuG9aWnJyS5M12bnMfjK6EIc0MDMBSnYktIDSYdBLd7q4NfrgnfevcfLxwkvrzxgnpwK3niy4snditNpY8fMxDurQwhcGwYn9U4k5whJJnJ9HDzg6TWUPgBfgiH/TomylueWFeDvj4PeOfaqeKM5ePLYKeI5iiENtuVvSPC8MDgGKkqwau6Qg+vO7uhfG7rwV38W4TCB7TrYf4VE7Ch5So4Zkj1781QZD1cIIYweCr01UXc53GXRGS8tC4Yw+BehL8jK/JymirXwmGngtum1gdtrrxCjqB4yOlE2kbomo487t9ftzPR3XDLqj9WxoMDWrrFc05E54a+Dw65Ojr4dmBNqQPNNHKi9AT2lro1F0fcr5YlxzKi9u4GXAYjYxByOTNAoNNTF77YcpddF34MmdxNxllqThbHtvNFwyjwMRnbc+hxQLsyq2JgwNorv+f1xQd0TWuW28Fa9fbUyt7Gy3O667wnbOh8WN7tfqzfr+tFNuQ7X7sXLBUQO1yFnigh4/jBj3aL5AJWhTM3J0oSyTcxCedaHqEUFUPg8W0s6eOFW8NhYGG3gUUuejS0OfGyAK3If89xXq8dyXrGtM7aVdUhz9cwuEOdF2UK8R26m2BKXkfbInVKRwZcLhNgc/JLhhAlUMa+bxJANHkzBDtewyfZGgAxpY0doIDF4I/EQc4e1wsGV3qmkbeauNd5weWL2X9hAbokeOmABu+dGIDGCAy0pqg6nFm/zY5oz7v0DllPCep1trh8bS/SesflYGBgVS/csqJtNj+NzXweAyt+z6F8BDtBLviYKlkBNALaxqyXgyT1ryS5tw3s93vcgZrvMeOvpBWnaLSMjpGKBaT5yTZeRukyQRg+TAQ8d0FQCU6KaML0mVIlP77uOYUcmQjDQq0p4/j0dFy0BJE0AjVKLKha27I2hfMEsietARgLdrtcZLx8nvLgkBEd4eseum6dlx7LsBmCSuAPrgqOT4LgDGBcNN0zwAI7v/8YDZxSfhQH16z/1+bAFUiY71p4QGhFKY0iS4HCigAzCisp15SGCoDmyVkgtH/kBwNzqYrTLtYOa7nIbwD4s7OTLX70HpiCxCdoy7XkRbKSOlvpsFc7JgiGt8RABq55HinzjKgjQcxtiQ2qcB+M9sRfPxOdmLx6TJ04Sjo3TvatjIAPP2UnKyuwB55OHGu0lqsai8TWR6+JvOhT88RofhJnUHUFtDDulrrWsoG3GxzEzsif6d1qy0nHtHCFUjRLwSHOWDgt33B3qc4ShhCHvV71udJIcM4T8sEEJOHY48fO9utMdWRJ9Lv2+6XyAMrRXdyt7Li2LIHhLyNcJdZO0YxIL/ajvraLmCWWP2K8zdxFtPLfElO1xHYTyArStM/LQKaIW7qUGETWrEF3/9evXWj9Pet4AYMsBbQAf2m2T98TGdOoPo+WlmR16g9gpsLlcLy0pEIO02FrJRudYUmDXzFF31DqlOeN8d5VmAb6Pas2IMRhbEVphwFICnERklF2tKMBAqzVUJ2Zyp723X8faXSRHAKrX1MYHgYJI6h1ZW70DgFi7Fkbnwcrif5ADOY9WwF5f1Me/dRIWD/LalUrwYehk1fvpZsMEyBozdsDGAJ+5SYDvP9Z9BfWQ8dydNLZim9eT6zo2LdHFqXQwIqViExuneujGAgANJX21K4tdon3tgNuy/krA3f3V7utY/gjE2HH/5ks8eTbsMD3hkL0xF0buscGFCj/Jbsph8IGgLvQKDT6SGeTF0466R6zPzwBgE63XMkL1aBlWO6ZhBzvuyPgH/MVM9movK5lRVPW9HVGEtTUH7OssO7MJ2zpjXWebvJwD5qlhnlh4qsJPNbHrOoZ2AC23OzxtHe/vn78qJamP08GsdKK27WlrnS5W4zVxTdkamHhNhWK5ARsBm9BUE7x0FJXxtPHrO+lIIoffS9+u85UHg6MAhyj/nwBMnoFLdDD2JcWevq0ARstIx26kY2mi/9xZBtDt4QTgaqbWeG6AvpN5QpxFtWaPD77B6cHrFvHZlxMeKgOpRh6lOZTCC9aeo3UwLctmBlis0Rl22RLCeBD2OQnvC2TBdRTdYQK8pblHAaLXUqKWKQdWwTm+7q6SeHZ4A3e8M+PFXk3NDnV8YTu5pHCc3BVojABlbEkd6/xHxgVHBna4Nj72jsXOtFZJTR4Bi0DlxiVnFyvD2uq5y0mPlRmX7XpCESbEykmFBbn7OrHD9joffHJUnGkalxKwrjOKzBvcJs/3WZN7qLYOZFT7cgj+C+LsOjCuPHYCQohIkbU0YyniUF7QgxwoNhNVa8lNtYEKCMnx79SZmISVYFabXXBbZZ+XWD2mQZT6+HCH0/lqTr4+NmbXk8xnqZjgVzemYc5QPY7X5Gon5/yWotXPE7rlBr8v/p1LBPjCHWeOgNCZCG3DR4O1c1NilgaOTIfnE3F0VgFaBPsTJdU1eXjfN3VB157hXI8bC9NiOmcMmM7NNGwmnrzxIOOL9XrRHfVKY/koCHjxiYFhAKyLVu9p3eh7iblREbPef+Na1wozi2FyyGK6CAHFAPDGW88P97Df36MgBv9/AGLOTy9Ip8EWXA41ZFIAo0K9caKyg5wp0W3iVmQ6Z0xPrqh7xPXde5RdLKTPm+W1uIFe5bj3LiLTXaSiYBXy8tfQFw4BMVV8HtS4Km8T9p2pQq6FJ2xbwuNlwXVN2LO3TKAUqy26AEyz0Ds+uh7lQFeGBt/aaxfmrokY/ACEPdLRZWULZWECbBFUzQQ1BhGlSNsyif2/LrAOSPra5LmTSL8d34981bKSBw4sjAp6AzmkQQsTwWWkAAYwURiYKTRMiUsJSRb3GLofSxhKMZp0rZ9Zv9p51es9sFF6roFO646CWNWH7NuEGFYWPu8BtU5IseL+7opSA57eJ7zz4oTPPiRsjT2A9sqL1rQHTLFhmXvS9rL013SuC5ZDYLZGzbMUkDjf4J07fDZ776+ZZEfQMgp3x9/zreWgPkzeN7Rh8ubaOe/WIgr81A71eSvziPh2FBLqfcXvCQOTwu3U/LhOo5uY393c+wK6jJFSsKnsjApYRQcCAaJG71fPC3Vo8HPu7dR67gTAFEme13udjc92FmfHyj5PV76/856sxKMu3Mq8aOkw+Ibg+X6qIqCtA2ARiRdCAJaJ3ZeJOME6D632pTpsW0Tw3U5e/43XW9k5av6wGIUpI2E3zx0C4JqHCxW1RgthhLK5rjFL0Tx8qKAYBj0WsxbzsuH85IqgLLpvlqukbfIGngSAGsuuWjSJGfDSkKF6mMMGVicPnVdUVlA9/34C/20lvtxDSYVPHtg4D9JULEy6i8oaNjTHwZVUPVR2YHYdcj75Dcj7kHM1hohS82hEvUtIr8Uwr5yeXEFDNEGIo9ti30Tx/d46GNTNQ2icFaL3lwr6dV3U0hv134/PzTERgV2j9yQbFGaFa/VYThvSvPd15I9ATD/ClBHnjlq5g0aAgwIYcZvUUEi7AFVSo9G1Kz08zh+Q5vz0Ch8aLm8/wePzO2zXGfN5xXTebNJU/4ZRk8D/kd3cDQtiDIwIfMseUSSpukha9bZ15mXbGMCse8J1jdizNwfW1hweLhNnZywZS9vtteKwYPFj/WGS0th3Pcb3f7sw3WolABxErP05pB07SHqxhKLF2OAzpy7PU4PLAOC5RN0cdnIMNgjYqWFz1UCMJjwrkKEhbmAU8LLuRZkYBk+zfF08W/FHT5hCYzM5MefrjsN0+Ozei6HfzblQFmr0jlHAp8yXnh8Fkvy3dOjaUfOpUiJS81jmgsuWsG4Rd2eH82nDPHOH2f15wafePmMtDGQes0euDnvgsVArB1nmEsW8jL0/tCbN17WglcCahwGcHK6nf1WgPi7+4wTnQzNWTHf/facIuOo5qAedweKIEA8fHCIVmaBDP29OmZi+MzX2xw+gRMepjuebCTYEGfuSr6RA08CM6mVGVnbQvOk/mKC1WRcMALg9oCEyuFAAJN5RXdNTkU79vqm5t4aTaAjOmdvBS+YNy7hpIXKIp561ZpEjYhymnXXrFlFbkM9NrLFaMt54+miAcd1mXK4T1i2iEcwAcc8RcZ8G7Rxn/Lx8cQfvydqvl/PKJUDt3BLzNS9AwVZ06xVuAHljRZxZJoiXTO4lNE1RZr0Fi+AVwKhIVfVWpnPyrW92yBkYcTLvQ0GUgVLqDEysHSw4AQ4BXR8p7r/q7+NGpq3JxlfKfKYddgx2uAwl76t51gkNpdtXS4e3GweVGnApp6nMgFjno6GTadlZp6LMmG+A7yBUQbqJ6hUAquuybLC9eDFZ6TaQsVoATBdqEoyh5KprZziJhrM5TMuGuzdeYn044fH5PZa7FcvdlUkFT6DrEWT9Xsf7HsSw3mWgsKOzCVYBjI+1AxilxaSMY9bfCmKMDejmRq16Fu01j/n+CjjCw9tP8fLtp1hWBjLUOM497xOowcRPGlXvo0a398lXgYsKoUrmctG+TdjWCet1ERO7iG1jp1wzJ/OEu1PBPBXU5vF4lckutJ53M4hHdWLyvqJJbPy4SKkuARjBC+x7ALbwKvA5iMWGBV5N3oyFMVbCI7aKSW4Y70JnODIDGVSHSsAEhzdaxAsPZDQUBZuA+Ifxm1ORr7Ivt+UjD36uBBYQL2Lnz4ZuWj4SHYz8/9ZQTlOWrZV8ZF+Gc6eThZ7rWxDI50nGrSc4V1GrlFfmfi3eeIOf58XDgus6YZEclBQLlmXH0/srXj4u+Oy7JzzuAbmxC2tpPXlW33eNAZQ6gGjVo3ktHep16aVF3XFZ+UhZiteMh/F3o6B1ZEQBHOrmAEwoGMR3xTRaUkKBUy+ZoweJARoFzcOCYLt9FSrqeQ7DcyjIGFkZLYH58XuZJ3QBVLZVdvC2iwdAk2heqgfVAsoRTgIcw5KRnqzmtKsOvVo2HvVwWkau1R/arPd1MrZKRZMc6pjMDXrfIx4eT2YR4D3hyXnH/d1q9gq6kZnnjHma8PB4wnVN9je1MkuTIm/HtTMqxIrltB6up48Vcd4tekABqAeXHQii+xDdBId23pRJIuBbQWgOIQcsTy5Y7q/YrxMe373Hvs7d6VrKRlHBhSN2OHcE+Ablavma4ng4btDool7wTWiiXv1Qw9+mPl74d4CbpbxUgoEtQMpLxYMCb9RIyiy6OVbJwegm7AcAbRva2vUm3pH46wyCaWV1RZMTpyzaFXe4R8Y53MdqnYd676jLsTJX6gFkZo5yjfS+8NLp5UL/uQL5sWpBlftE05MV9/tLwBHismN+fmfrz3TekJYdPlacpz8CMXaEeUdcQh9wSusrmhQ0rZPzCF50J6T9/gfBrbbPjdoV6SjwsWK5v2D7zJv4zP/5Y+bHMGZNAH2yD7FinncsImzSWISSA09Y1TNg2bgbYZMYgW3jSaYUDlpUkPLGk90swoNnV9V1nfD2u3fsBDsVM0LS96E+AQDgA9BqBya3Nu9uWJzMiVJAyFjcuf2cI705HrrzBgCKwIIObNgDpQr97bEAQJU6MTxai3jhCzKqMS2RnHlCVkfiBwSeOLQ8hV4C5/fIuyTvefILEgLJOgLeR3kPY0wUuJhfhbEyR7OosXykvx+7DPrr99LdeL6OAIcQq/g9CFi8rDPOW8L5bkXwLMabpjyAmRNePk64rBFr8bhKaUk/Vy4RThYE1Ujp+/My2VIDCw51ohtoef7+yHz0stmw+N983nE8BL44PN4G+3YaJuaqm4naDbMcNSv13h46Rn3oE+oo2Dcdi47lYQcJyOIjjIpN2srsK3CRfB02PhOAphoLxn6HThVHDnRtHCq5V/jFoW2J5w9lX2Qu0RZcIscaOQE2nDO0WxZSmnaU3GMFavGIKSHlgm2d8PBwx5lpOVoL9dP7DW++8YBZ2m21U5M1a94ckJ0jXNfExofNY9+BF+2EaUtY5ozTaUNKGZPkqx1KxjredTEc73kS53E9L6P/iDIS1Po1TBVTWVHXhDCxi/jlxR3268zCZ47JQnUcqOokad6YbZ36hYlxOg/I8x9GJu+ADu/nOLCUUSIuE3pwOrkj4FyBzcNZdIQDt98508+4wCGemtvU9nhg9/s5cn1sAQKCWRgMoHcIkjgfy1jRVnLWgHWHd3v7vjvHjyBmlDSYjk0BvTAxJs4ez42VcAfWRQCLGoXy6/GfhGXH3R//LCCMFBxwflyQt2Sl3njaEN0fgRg7wlQEJR5r3QcKUcGsimjV3MuxCrvuScLf3GFhscFjJRsGOevDCevDglY9tnXC83eeHoSQhwVu0FScHlaEULFeZ+s6Umv/dZ2Qc0AukXdjpZuvqS39k/OOZWYHXjWvU7bj7i5gWXa8/c69JU+/jgngNzYYigF953yzoOqibOAkDK23ugCNOy7iMtCoBaEABOptxk44Vg0nAyZ411kh7kTy8MIqsFdPBDywilAtu+4Hw/swgoM3JsY2Vzcuv41YA0DkERrpT4VZ6kGLCmB86GDGuaPxm3Xl+Ntz1h1pb03otH3Yxgg5OMeMkY2VEkwk/aYj+BfAtk84nXrZksghRk4gP502vPEs4vFxwWfeucfjGvD8kuw1aw3YQkKKBee7FT6sZm4H9AlCux+s9g3ABLQ6VvQeG8eVAd5jGWnUo/C9x913vvXOO2NmiocXz5cm3SDq9AqbsF8dw2N34cGQTcG4dlONQAXgz6g/08+TbkoObig7aPlIF8DhHPXdOvHk7ggogdmZIgxAkTRq6vOPmuEpQ9NKQN0jNIh2BAsjSDzMT7J5efFywa7GeDJmiXgcLqcNp/MVac7GKm/Lzl2LL+8R4wnrxqn3APs+sft3Poxd27DIOOG06gqPZnPt4ZCNoHV0qUt29YCrwogVuFThJQuK9Yvdd8g5NvdTsORDtbFzq92ze2p8C5XPv+ly9LoPusGRbUFqfJ0SyVdIwriTlsYGumv8JwpisujNlsLgZucwT3MJnip/T931XYNAu8YGXdYgwEXDPlWKwCnevNHQUhKX2qTjLxXbHI+fK90wqtRcZy71ORQEEQ6hvK4BrcZ+LvU9eurdefXGK8b1Mizgkc4b7j7wAkQO0/3KOqFh/nkvx/sexPjEtC1/c0Pd62Sk3yuRMJxwqh51TQdFdUhcMxz1H/k6YXtcsD4uyCLCK4X1L+qrooZxebACH2+2F8/vjX3g9rO+Iy2VRW1RduEheCRB3y8vE+ZUMU8Z88QBjvOyYZqzxQc0EU/lPWLdEk6izTmKGDswud1R6WFlBd2V6k0gj/VtqGHfTKi6C3KOGZdaJdclVo4zyLELPpsTgACpzyvw8YjEwt/F8c1e4XElh4weI9AUBIDQnAMRAdJuHbS8NP5TJsaxHiaN2SsQ8zpiTUmKnWkYAcxol8/t5P33doodHXa6Vn4bdqyvsDTew3l29GyxWClSz9X1yl4h3UIccs5ZVzA3j9Npw93dinfevcfvvnPCu48T9hIwp4r7M7czruuMVj2mecfUPKKI/yKAVita8Ai+C7ExgJaRjbHFHwJaBsbGhJKuT4e8Q2axI8cWdCfssfRkwt3QQFEWrKZtq1rr74wrC/F7aWDM8xmFyK8AAHfzeH2ucHtdMGgmcBDt9vZh+X8gdiBdAGSCiw4onErtKpuwkYQ76us2gA0th/OE4f9ELNTcLguujwu2bWJh/zoj54Btn9iJVzY75znjrTceufw472Z81qRpgNtps43lac64u7vg4eEO68rML/vMODxcFmEogTQVzNit7D0eVD0SwGy3Y1bPKRi8eRyLep2A94Htmxw8ZbQtsrngXCRwshjzrTqi0SL/wAC6Pj7t+qWuZ9JrpwC2s2mug1ZHwKKLvhPA6jojkX0fI6HJxCLfVwcUB0yNwYz8zOUAuvIm2auxXgMDW2E1bl2yCbx2ucb3jI/VTFEBvhcOXbCqT7sBFOa2TA4+VS5riqDaysaRQz3hyaoSlkEFSNlzWEcEXHoRTo/aUbMvKQRa+/tY3nownY+Gg9bBCO/3O97/IGbK8JNQeXJiAbw6ORLvgADAWtaEqg5zZvfMPWG/Tnah8pY4DqBBQrvY2C1OGU9mVlf3bhO+YHmPqJIFoozLeIzGP2P5JQx07b5NBoByDnDu3oIWdYKa5WtKmWnF4OBrw/m8Ipd77DliWyeZWBzcvMM1jzjtfSHAsMOSwX7YZaMvAq+bYHWXBACedCfBO2ftNAAAymxJ3eoQhBgIrfFnT7Fa9hODGUbx/AOHlWDghYtPdGBZVOB7BC7dEyY67kZKvgOYGNhgLqUm5aUmrenceqolJb0ueiiAUQCkZnK99NI7uY4lvHo4p2PukSdCdQTnPaLsPkcRtpqaqc7IDyBCx1FqBdO04+7uimdP7vCZzz7FdY94vEaU6nAn+okcI/acsJTNtA7eMwD3rcFVntw9gNbIxIzkqnVtQMpvrzCfunv0w7jS8SOXM3ih5qmXai2jpvlhMoaxNa/bdfNYcwyKyNl7goMZi1GVAVD90R5fmAHzP/ocu0JekJ14ieBzPs4WsqkxHRUalxcAOARQ4/HJF8yZhoCZGI8qc4YtbOAyLwgGsDSx/uHlGZfrjD1H7HsU40MG6KeFPaF4fthwvuM25Th0+eiYCrFgWnYspxXnu6t0Ry1Y1wmrgKSrsMPrOmHfEu6fPvI9fyFMpw2pZNSSuQtlzp1F8YSAAuc7c6i/0x29lX6VEXPEaeKpws8Z4bQj3W12nVvxyJcZdU9H8Kn3meY4yTrQwWa/3s5DwIeya9TZFxbV9aq5PsZCoPRn8rRZxvnEf++YOpKWctfB71yZDdoFzOTA7LJ+fsCuM9DvIx9YJ6MCYOcbSOcF7um3cwswGIFowW51YH6qmP7YS+TfvUe5zAcNjYsNbirCqMAASSta3urdtqTsmsxrB2EvcBDkK6CyEtqgnatbRFlfLRF/ruN9D2LcVOGXygFrgmj9VHpCrKLbIWMEAO+KhrkxpIq07GjNYb/McI4NmAA2JZvdZn4WIZXDIBw1H2Vn74vz/iiuhc7MvlTAWLVF+eZQXwjdydcSEHPCw+PJ0ogBdA+YWOwGDuTgMuHJswfseXTo7FHqo2+A0e/oQGxkD+xxQ04HIBRvY6q0DYyOgi42gKPD7pIn4J6oq8GSe07IIlSmxqUefg01oXOIjjUvkTw2Jwp7OBP2qtldg85F+nP+bMGeC4ieHXk5UVX/segtxWJt1Sa8Q1+ErbwmIrnRmXc8ZwZcBsCi18zYLdfLH8Z8OQKJTiDvQIwOrRWkGsxkrjVnuUMGmqZenmqNnV7TlHG+W/HOO0/xcGFDxHdfBmy7uLS2HQc/INXIjLqGCA61dATv2MgLngWsClJcG8ZG6QwDm0HKxOsVtN2kH4NMmGnlAWEe1fnWSk5yr40trrZrbbLqKFiqQGOjd5n4IR0nHo54XBK1Qd3VADh5rOwoeVXihUhLB+ggn0+8LIK22KF3tSTiHucqHTeiiaE9sEaieNR1Ql0TynVClW5EzU+rqo+o3JGigvoQKqapmOB11flAxrJq43isqGA3YJ53xEkzkQoCOjBvJ48lr8j7hJIfsa0zHh/OuFwW86K6XGds+4SXL+9wd3fF6bxi2aN0K/F14ffvkZbMKdMKMKT9WcHqwfSzAi44IA6CbAAUHfxc2KxO84vIId1tKKsGZfZroXpFLZUgNAayNsDp2I2k106vpYATSnQU+I5TdCADOxQINOtzy0AqTlg3GS9ZSmcNDJwWmVP2IB1tie8vAGihs0qOgUXbHMJMnYUhhxjzkW2UMe6nvkEywK+lPGEM68sFLlbEJ1e5T/xhPNsaJmuUlnNNgC4p6QfWRTdjMndUvU9JSsbSgajCftPrANj+qDupH37JcJOcJK11OrCaXGqRvOtRyrBT2C0HM/JRijxObBWflgwfSxc7KsPj+2TfBjalyQWOU0EtAWlmkzrNJ1KxoraBd/vwYKUnl9jyXxf+IiWhGDlBWXf5ptcI2n7IC0FMwPnuglo9ro+noZQxtq3yABw7hwAYGHFyw1vZY9wx6Dn3wqhE2aEq+dW8+dzkPXKOi7aMSzL2uk64rhOLl/cogmXpjijetBWHRRZS8nD0CgsDMBPT0MW+6geThIGZvBjaeXYJnmJFSsy8qLfOKOb1QUBNrFZy4TJRPZx//bkXkZ3SrDo+RsblsPsZAEOvM3dQw9EEXO6pMWBK2fwfXtHkuD42SRc7YYpCqHireTx/fo+XDyc8XhPK42SvM04y1iqd1NgNw+O8MGTBdlpueH1+nACXgXnyujMN4ptxW64RozErO4nAXvN1qLCPEv/SdbdV3Tw0D2q8ASHAWD6QsiwycVYHkLcFzDXe5Tp4K5shy2MVOPkG5z2zKKExz+cJmG7YGF2UnQC06mSxkwUpMHCqlwnl+QktR9Q9IF9m5HWy/KSag5URDZDuEfvKZet9T9h3LvloNtI4flKqMp6LjeNaAvaNF/wkG6eaw8FZ2fsGN+kcxyXNNGUsp41bvSWnqdSAbZtQcsTlcsL5fMWTZ1wmCOskTQ0R85lbaafTjiCu6U5KFsFlPWkmsmZhrjNRrgEO8AbVmCuSNufYkM4bypXPHT+wjycFSubQO16uEbw4AiJ/T1HYjaT3Il87isBBf6r74FGfq1UyYXooAcg6XhqDm+J5LZKSJc2la6ZKQLsmkA/ALO3MxYs/TGdZbNOp+h6AjRaHEE5lQPoNNjBW1XPLty6R2h6uus+D6Ljf91S9SC2irWc29nw76vwGkKJxBU3XPcA6sJwn7FvGez3e9yDGDt09u+H7wDszACzcU5pZkLoHoO2VOqnHOVsb2OvEuiq0A2TC1htM6s48mXfbZn3eW2p8ZD5C7I8FYMBmDHebp4z7uytO5yvO91csp61PRMKWNHHDXE4bQmhYTquBEytFaDliyLe5ZVp0Me4Apy/A1gGggYm1K+fzzjbqXLOPxiy16rHnhMtlwcNlxsMl4bIFXIrHLmxuxZE9SU6EuARkEAp4PvKDT4xqXyB/Ow72IM/lnexUHXckTbFintg4S9kXbUlXoKig7yjoVWfbNgAILSGRUbhB3KLtfA4amEOZThe54dyrTsR5BgERQK3SaeYJKZVentLXdHR4DR8aSubvU8rMwEXWUU0vznj35YLLNVl6tjIetoNzhPm0mQEZtG17YB07WBtArp4n/Wykn+X1JRjVcel5AZhVGvUBmvgLdPNEpaipOXiH/vrK5DhnjIjuYOUJYWwKIPeiMAMVLOIk4q4L191b9bHw7cDcmkg1eyANAmBHPPLGclBhJqasEx4/8xT7ZbbOGwYp6t9DmOZspcf1suDx4YxtnXG5LHh8XLBuk2np+G/04zmEcNS86f9H5q5pJx64M03PKfuH8PgNJSLGyrqa645tnXG9ztx2Lff5Qz1j3yZcHk4IMldMU+YNmWxk5tMGqmKsKOfDizeJARUNhoTay/ROMSe6EwcxOkwFvhS0PSIF0UJKiSPMLBIOp8FE7QY08+RCvaQUCBQEzDhmWAABL03ASbz5ez31w5smrWNX6gDWE1AcG+ZJaZHBcoDVVsUUz58JtIejviQ0nryGl3aOulWI+L3cfkYXFLwp0B/Ge3XGwNh9JJvvsVNuPEyblQN2ybWyMRY8OtUJG182lxAO4ZG6IWnN47q9d2jyvgcxr50kZfKA7owAWJ6HTLRQ58QtoW6sjI9v7facPEnSaxd7/T01ru3q71qsVtuHI044lo6D0KqVYUbnUR08tXLtsWT2gXh8OOPx5R32PeL+7oq7+0fMkoc0L+z0qR40yp604oENmCYW/I5x9loeU4dGfv1hUtfzGXSnz0DswCAo0iaH5nr+kgr+9nXC9XLCep1xvS4IvrE535ZQa8DbL054cYl4qA4PRNjBzIpeniQAJREwCcjMAK4gXF1BG1gYBi3OfGICjp8jo89ZRBDnXXkt6pEFt11GozHd6A0zAhj14OldO33RMLdY/flrwMpYOwZgY4YXT75erXawrG2yBno1yNQPbeAmwK4I0SNWFkXqAul9wzzvcO4Z3nlxwsNlwlwCysTdKOwKyyW/miOWu7Xn+ciY1QnN+wZXe4ef5a14sVRH45ZtDMCNWKOi50MFgyDXPTXGTQjAZQgt61EvXeo9rt0eVlqyyTkAVa6tAqkDDc/aHqcsDMCL7O2iJ6UzbtNwfVdfHXCdUN898fV54wqcdxlsjoFN8aA1graI+jijrYnZHyfupnKuW3PYN9acKNvnHKEULr1erwuu1xnXdcK+i55ObBEUiKooXl16dezZ/X/zf2ViOBfHHzoQFczUQQfGRmozh+xK954+V63BjDKdYxaHhcTMJHE5iRdBah6+FBOTmoEaSclMHXLx6lcW5PINHaTjxzcvrckyn2pH6lw6qIy1h1WO11pLR5GflwIxYNEGonjA5zzOHKAVeQr9/wxgoJ5+8nviXdjOeU446dhocDo+sjBSTd632nn4Bmq1dzFV19mm1FkZe2M6Rb8WuHj7GZWjX5GBl9btQ4BeVdB09SaBw1nmcTPOiw0x5YOkYOyQooZDdlofTx77fpyvf6/jfQ9iXiu2u+lKsocq7Q4w8t0jqDqk+7VPdCIi08RdNfexFjNVqqt4SVuz6zAgmkdIVajbemBq+gXvj1UTq+3C9eiHl3fWRfLk2QPu7h8Rp2KDVN0WNU+EPxT/LlIBsB5s4H1gG+o4FSubdWB2FFhpWURDzzSjpukNhW5OptlOGo+wrTMujyc8vDzj+csz79qyx7uPE9bi8FgdHkHY0LC6hioMC29kHDI5GbDeQEYVoBN474gGQqLOx/D9SrzJcUAg6olLxF9DA1zxqE1AgSdQ6LsMPVfNd+dLG0q+2mOMnXjNoZlaMZXe6UKwc62luVtzOF78HWoBT+YjO0HOFjYiGEOkoCWEekh9Hu8JbyVBzsNJU8a87GjV4+XjgjLkWzUBz1csKDlivc6YH1g4rrorAAawAO5YURNH15p12iA0E+VS9R0jy3giBWfjblCZFDDgVO8X8kffFwUAr3QXyf8tFbgOz1dfFSHb+fWvPo+BS3LHmqYOtt0De0R994Ttt58xA3GZEN96BFQguQdQjmgX1r20LaJcJ+TrZJP8uIGYFxawPj6c8fgg3lDCerTmxZSul65TajjNO0IglOKxSqeHLhgAAzj2BeJYA7Oa1xgSC6XspUg+/5JSLJu3sQEhyZzDG6SelNx1bwmPuiETdqdqSXwqaJXgcuBuGB1PqQiY1HKDsM+1GWMyGhCaZcbM15b24X71w/WTNG6EBkz1WEaaG5eQbgGMgzEsCmDgO3Ydo4js/0LwjYeWmACwzkYf0ByXyLIH1gA3dcbOLQx6nTKKOfRICxmXr7CbxHR1BypShlJfGnIHM1fO+RMD1+JNDlG3aOuT6mEAmPGiMmu1REsZJ3KY5x1tdgixmeeZXledW4qUSWsJ2PeEKHPYvr2qCf1cx/sexGgmxSulpNQY6QsiJnK980EGvl8ya/d04OgEEBsgyb9K3/GLDa9J7lBu1RvdPDAgACDqZD4gaABeUG4R8PLy+RNcHk6oNWCauPtoXjbuLlCPANnph8DhXS50J8bWWOzqpu7t4obzojtmXThH3wA9RoM795q1WsFYlbCvklmMyO3iwQDMZ95+ghePic3XqsNOwArCFQ0XAS8VZDpIEhaWhWEes5zqCmZUsiNkadG91cMAkDBIrq0zMHLwQyQBwOBMhbx8vjyy4L/iPGL0SFSABFAeXqOAvUqcN+Moo+TDyLiohojHz8hS6Osb0BgAB5czJHiNmMHA6NSJ7ggcY2EdlDAzFkY61KTh2JeHmmNGJlWUHNBqQIwVb7z1HA+PJ3zms08AAKdlZw+aoTtOjRIV0NnPQ9+BQ1kRkskTDc05FgF7mTDl/LnA6wvp+EIXnvIAkElVxagZNg692Pj3sL+B0Upds6Yt+wBA0dmEP57HkU21UpNvTOursZ08l/NynzcCsowmvdcuE9ZPvYHr2/eY7lYGKe9wQKyKdst1MtFuXtmeYRcbh9GZm8hJ0nzG/ZNHXB5PwDpj27yZXVbR/jhHmKaK82nD3XkFkcMmDM62J4keSKzlSgWx1s7c6ZzkesecjleiYWGU16nVIaSCednYKPHapOTKHVCdre3CdD3H63UWnZXHLDEFeWXDvaTu5uuEMGU4H8ZeRBCxZkljKtQoz+Z3Ldl5gqvEoEA0Tvx46qgjVu4+0vstNeB1a+c4FMPwfe8WYNAiGhvb96nQVwX7Uhd3FXDFgaJ8Foe+dgR+oPPoAKU4wBfWdO7SoRYaOwE3J513Mi4HjdjoO6ObaDXN08dbZ+4AYg5BwxubKirYVJ1cLQwdVK/ZKocS7xuHlsZU8aEv+jScb7i+vEMRg1YFvbqZa80zM385YZOx6T3hUo8u0L/X8b4HMSyk4z26IW/qg1oPJxOeSx4erPJuJXQFuWdL/vEYUa/R6WpIJQI97SgYWRhg2IkqSJJBp+nU22XGvs64Xhaj6M73VwCwUlCadjE5ClY6spKQir1k9+4hLpEY9Db+uNuyYDe5qXssgZwj2XyqEyt/ZnSU3pxYo4tJ3x6xyQB9/s5TvPPuPd55ccI7DxNeFocMYAdhB+tadtewg1XsOg9oPwiBUAGsroFAuBJ7wlQQLq6ZKV9zZKUkJ+WkBIeZHCaBOAQGPwAhEccYsPkXi3u9RAykWFgHM5SE+Dx0PQEv6DhoC0Y2RD11WNt0TGIedSO3HUsH9kFej9wAOAOBqCKEYBS9lrDUhr3Xpo/vWxcl6x5yhFb49afmcH93xbvPz9w+uyWkqRwXtvEesBKSMB36Go01FSoKDglWTgI5XkCaAyKXBat2jjguO2knkjFUUuZtzaNsafA1KXAiwPciZDdL9Agoy6LMgr5nWzQGat1+b5sbBzjZ3VYRYpIDSi9xHcSPTTY7JeD69j0u79zLjaNzBLdLbw8nXJ+fzWl3u85mm9B0EyCMTJqy6Z2cI0zip+QcWZko+AYfGYCrU7eyN3owKA/Yc0RYZ0S5nvPiLLFYH4eC3qrr+nyh48YTl5pcYYHxtk6IqbB775zFAZgBtQYRjiW9NDGj+fDiDiUH3D17xLQQ4Fjj1FyQQE+PuoNdbhsDLR8rTCXjiT1H9F7xA4h1AmCUpbm5xmZOGFuPEQBYB5OodyQFMk2LMS/KpOj/Cxjc6fIgWhkHwGXhhEc2hsB6mCxuwqopG7QqhwlQ359+nsqJb+T5c2lZkop0tw1gpW8kuhB3BC/aIk0E+38TL5iaowHrOnqbNT+wbBjGbcC+JeScENMV15dcTi05WUjxLuLvmMorHa+5RHz2nXs8rgkUH/Bej/c/iBGwwPRw6zVsgHdTgwhanTPNwGsuhoYVsBwmPXJWc2UUG5keFiDC/g49mVY7PADYoj8OFEW0qiXxgYGL6ltuvVoAyM6YtQkhFqSFqVxrRxR6vRUgTgJqtGYuzMu4eJrodHgNYNj5C/CyvBd5PlWZU3XI+2SlLy5/nfH283t89t0Zz/eAB2IdSxNgsrsm4t1hFy1ftSxUHaEIQ3MF4IQKYsamRz1G6uAlwGEijxk9KymJ2HdTUARmavYKxNy3XEFusNa8YFiHeJMHNWpA9GCw0vo1U8ZAhJ/j+TYAowyYUNpU/ZHGt+sDAD2s0wfVGnA0xWgfPgIYBS8GWnUcB8AHD98aqg9wnlmV8/0Fy/wMj1fuEsNL4LSw43MQQXv1GmZJUrYSoz0xLAxa5gm9xVwFycoU+ljRMpcM4lTMUn00yuvicVhrbBBt2fpwQpz6eA+xwWsJKzDTypkv7I9hZnwyvtVFV6+lgcdRC6Pjv/FI7MykbEjk/q/XCflxRn5cbBPy8O49Xnz2menSVGuyrxPWy8Jp1KJtUYH7yAzFVDC5jBgLiMDl2IczHh9511plXkuRW6unlJESC241CynVjNo4X0hzs/Y9Yg2TGNrtBjrzHkW3ImaMretaDAQKkwgAeUt4fMkM0/nuykJfuR6qBRsB0HjP2PwnZn1sMRCl1M6Bn4FY6BtC6a3lycFP4nmS+Tm008glsHg2Dp4vUcpFWuavjruBnP5eAQuXkBXEqHiXJwNhSAAT8ip4se4koYZdc6x3MUsfYs8YYkCDcf1oYGZFwcuoq9Jh4KmXujTOgGT8wgF7QH1Y0C7C7G3Cfku5STtebS4Beul/LNfKz63TixwHju7REqez5GXZ/SDzCOueuFyoNhlXR5JvxT/POXE36s6WIAAbt+pRJOPr+cOEz64Rm/Wo//7H+x/EDIsGZOLuiFzKQYTuATHQi2qyBZmsANkl64UXmrLlaFTcWH4hchw7PlB4cGxWpvS4DqA4FRN6js+hz2MTwQA4QmRPGm19VS2MF7dYRteA90w/9lPirP3Nds7D4jwutOaKKuiciD0fFNnXzAZ/eU/YLovR4NfLgseHEx4vC148LHjnYcLbu8cDCI8D20LWWUS2dlhkgJyG7AgVDHSa/N24xljYI5yJeSfxAhnDHjWpOjj+vwfPeStJua3oNYbsVCNy4ReKoYEmB6BAoxH0XI1hjmOLsy7YByZk6AQxu/thgVOw3buBHH+SWAFqcC4YS+jCoJ0pceh+6h1mVsqy9yjXV5nm1uBkMdTW+JQKpqlwoOgeUVsfq2kqiCIc7oJidV/u4Ft34WPMAgDTYExSCk1z5vZ4T2C9A+xctBKQ1wmtOUynDT4QtkduPabmUHLC9eUJp/srTk8vNl5bkcVEShY+eWZqiAfO6BZr7ad6uo/YpT8udBdUN84nANP8DmKGOWN7XHB9ecJ6WbCts5w7u5wAYKGNGqSYhc3pfkqEmTTJ3GFbZzy8POPxspgDbwgNs4CXeeaSU4wF05yt9R9gkXQIM5yEIjpHJtbetwnOAdvKrKLmKXk3Orsq6O7t3a157NI6fTqvOJ2viKmykNMP5T4Bu2Pprm/WHGqJKDng8vIOS7siTsXYaR23pLb+BLQcAXLwzQFTgRs6dEw64KQ0GcAshpaJKjoo0LlUQcssY0IBi2pdBIyQR2+R0q+vGy8NkpelVB+ATco8OmmpJmvz0l4dcGCJbg9laTVcUh+7B9SHGe3KfkL5MqNcJ+ySRXTb8uyVfRres16X0auMGuxnRRgUdp/v45fHctdvlsxjiU0WE14+nPH2289svJxOK5xjDUzOAY+XGaclCwMT8M6LE96+BDw0hwrgyCP+3sf7H8TooTuvYZdFjUELQS7OgILZXlnQJnUkTGLyY7ScZrgQjPXRcLaau0mRurw6T0gxwy1HAW8TsVsrfaI08SeG7hgVM8rN2kFMsbA1EygPwMt5CcHUycENfgLDwFTXRS5DdQOjEbgoOidy2FdO1N7WGfuWuqvnlnC5TnhcE15eI54XFu2uIAElZDoXzjZyAmQcEqmnC2tdxoi2bmJ3ZGgDHGYpPmtrdaLBlXfwhpFyOoLuygEUcsgNqNmjkkPObBwXQ8MyFQQ5/+oc7B3T6jyh964gFUfaRH7jqcP5QgIqBiCpOhJlY8ZJrVUHJ2VJG86OuMRBQ3lpOCGjfkkZkzEWQBcUT+oF09ACU8jLacVbbz0HkcPlOmHPAZc6IRf2CQm+4XzacDptqCGAVmct0XvmHCYfmtW/VTis8RvsURKRt95NpG2aAAP6MGVQ83h89x55jzjdXZFOO8qW8Picf5bmjPnEybejKZcb2bIqZS3w/elCZfsE9QkJUqJTLUUfaMdzLXq5g15Jf0YOYdmxvPWAeNqxXGZ2rH2e8fKdJ9YGrV5Qtpgri1k5iqQLyfn5c4kMWqS8pEyKJqVPU8E87TidNyvlRPEvUkAaK5/7ZdlQawcStXIrtHds3Hk6r9Zh19kvHr8hMLOiG6xWGMDUGpAmzuhKUkZS59+x88771i0soG22hTuUMp/3skdcXtwhThnLecV03uDD0OGGYmBKtRkogct6QYvO8ho2j8s1VX2JI26Vl82rsitogCtumFTE9DB25gVKaOjfjH9L/WcEgts8l4pGD6NR36KMyh4YoOl9rY9zw/hzZPlLB5EyANoi2ppQV+6gVdM/Hyt89VYGotad4Kn5vnEa2GYABtK1nKkp6FoG2sR3Z5pUEF4M0PK9H7GuM9YtcelyD9hywJo9gGdIvlkJdCsewc+YQsNePV5mj5WXO4yyo/dyvP9BjNRxja7zgGV0AIxydfKvN6dOBHPU2EiJpP3MKGd9icptm3XjXZWLlZ1kp4L9MiEkWAdPU0HjjQDV2tJkwlB2pWsY+kI0/o3qCCy5dGgDJQFu5In9F5QuH0pSbvD70Jqp7ZIy04hFdphEjpH0lljAJUZ118sJ+x6x7ROua8K6sUnddQ+4ZIdLc7iAsInuRQFMEb6WNzdkwCWg610OAGa8NMPPArwAFv6XiHUwUcEMHGYwgJmkjpw8wfshAA2AVGeQi0NuHrkBqQLBBwQ5r2oC6DJZh0cIEj8gIXRWTkpdA6Mi67GEZ+WkEcDIcRB5wwPUusBRdmVexzWANgITKV15YUzsdQdBNo8FHOhmXXTSnHG+u2JdZ/nMHDrKacbAViP2HHGV2AoAiKPmZAaQgZIjpjljEiEpAOScoOGmC5h1yVs6tGd2/QV3NawXFr1qW3/Oid1fxWFWP6OVQOWzOTiYwLj4fv6ooVEvW/UuJEBt7gH0e00WN4smGHbkrkozQI3mKhvPG05yT/IYYBF0yRFZ2lENTKieQAwudZL3jpCLO7RJa9u0c4SUKuZpx/luxem8dqAo59nHCu1eKyVgSgVbVNANM3Bk7Qp/rloDfBlKgGrRcOgmSdiuM6h5Lh2Fyrv05uGFTQ5ib69j0cA6eJPkwZ1LzunC2nU3ALCLq7CN1dAAH+BR4Sd+PtN9uMCvlQbmvHq4DC4jVWE8PJkRoWpeSPxf+sAFm9E5/qrsCwVn4lxAykxNxw60yVGrltyeXdFLV9n3ktEeZM0RXeYeZeUmW2MM8ACHUhJJ+KkebUtiAZKwP5zYFTkzs8Vgha9lqSzM3fdkYvGRNR7L4zxeIpf6xMcr7wnblnCRmBwN57UmiKFcuO8Rl2vClgP27FGaQ2kO1+ogykW7fag4AP2+vPdsPAoAK5EmJ/y+x/sfxDiu9zpzj3WHXS7lI3ChIp1FUj81g6GhXuiciL0q/5xBUkOYC6fwymNaDojVwQdC0XAvwEx9RjfT8XvdFYZU4FM9tG+7YaK2nY5OvONOkhwocmmlqYpdfs6v2b+q82mr4iIsotwiUQBlj7g+nnB5PHF9c2dXUHXqvK4Tti1iLx7rFrAVj9wcrs1hI+482kHI6IJdAidNc1mp+8EEeGNnAJgmZgQzWlaK5JDgEcmb1kW1MMa8wGECJF6AJ5kpEKbQECOzWUkYijBM1gAvMLl41MbBj97zP91NK8sQY0FKBTFlKwvqAjCaz2n5SP8/+sFoUOKh3KQANjTABaCIuLcELi+hl95uW4SVxr8FMG5Y7I0RAOAoSB4KlzDOd1fZqROmLWHPiRmB5q39XOMruPvF2TksxcP7/j52x10JLFDN8MvgGLtOIJpRMqdzR2FrGEjwuGdn5ziANMI07+ZPUUvg8x6qbVrMaZdksfMEXwkNnr1hdEdq55dAoccNGIi0QL+bcyzMAjkJNg0ERxU+yUQdK9KcQfdX8395921Ce7jj9zy0O7fWu7F0YXCOMFrjJ+tAawfzRY0XWaSDbCzncLmGYwVKjojXmW0Kohg4hlHT0EzXFFPlrkexXABgXYfUHJvU0S6eQSxM3tYJzjekmRAw6KBCO85Z8nl0rotTHydjk4QLzM4omGKLiyZNCpDxrI6+kGvsu25Q5/rqeYINxLXjUcQL9O4hnR4DQPKeWuIJg+IAKvhmARvNkfnBGJGvJUstHym4L47/OQKyeLHoxlg3zw0mzoU+F7S0Jqy8gpphjPskvjrE0oZWQxfkiq9TEXfm9TpjW2cUFdzLeDpabjS771rzKMIUAkAuAdc1HeZJe4+OuANuj1izx1a4acI74CT3UZSNiEbHNHBzyBQaR6YIy/hYK/Aetb3vexDDSaWua12CUJsiyMMw2R0cC/NgwCOPcZ7FZLYLUPpXTIIAQBWmXnZEoYjIVi66CW5peO0bIaFO4mGqcBIvbx4AoZcmzEZ7WJBGjxqtvfpExr6o4EvfAxWeiKq02ZY9Il8n5H0SxiXhejnh8eWZk2z3yYLlSuEBrqg7V4e9yT+S9mcBL0NPgVgncPkoY2AYAGQ0sMejR8PxRmmAmNYRPDkE+EP3UQMODMxtCcmB4F2fQDVTJgYWw6pJVxjAIhEniJPshO29NGEmhKb1oSEKzRqkQ+ZQOpJrNuqQALwWwIwgtU/6BOcCe2k4grMxIWAG3USP/0NWsjqUkpRiB3gBVyv15uAjg6KJdrTmcffkwgtnmhC3ykGTUvJR1kAB+GgUiBpQK7NW285jxnuOcViWTlGPgugQK5bTZvT25eWd6as0loJFp7nngonIWMu+ZqSlE7KvXfsAocslgJFI3JwLuqmalNVcrJwKSg4OFeYOe3NueeverRSMcSMgTAWtBMRaEOeM+bzhvjzKObpHXb2VjUZxuF6/EG7mA0dy/nakKRtzoYGO07IxMzV1LQwvfvx/zlyrDEK1hFCAjZIA7Szgm4FQmjPClO15QGwHkZZsbbZlT2jR906iIrEFvh1NHW+6HkGONSueQ1+dbtisG7KLrHvJW8YtgQ34Etl1N5GuXBsdz6iu7+tcB7QOktmVnXWeHiIDdkikAIGi46+D9ubQRq1HEzAz/JyHnjsKd70wDE7etxdWRktF+hm31KUFXsabJ7jKvmQanun0mp122xipKLdW8Xxpx42XShFq89ivCS8LW3c0YhsCDhLeDODmEjkVPUfk7CUKhsueo07Ge2axt+I5NNcx450Ch+oCsGDdGFjoTw02RpVlfLwmbH9kdtcP2gNo9kCWljsBKAB4MkqiJYiVBVnUjrQdsYGbJsoC6ABGNQm+IaTjgsu15Cz/7zoVM3BSoCHv42D9iOOuz4XK8+XoeQPZqWud/pYad6Tcub1fBUKt+YN6XdmX7TpbW7TGA6zXGQ8Pd3h4WNhrorAIMVePUtgdVCnD3ERbIgCmSgfQ7eG4QRANzKRkK7A5Kys1+VlzZDqYJjc4ACR4TORxTx6TNWJzyVudfQM6+xIcYRpKSMzCSFp1bJZSnaTsFvxxlmIwE4ZJQOj1wuZvAIQRyDg/uWCW7ptXhNM3LIiT629siUzK4984L6JnR4APvAA0ps6jI5Dke9lYQl/4Rn2D/l6BExGDJO1oUk2KivH0q7/yuSjye925aeljFJ4fPuvNUWpgd1k5Xz22gZmBbZ1NBGy19tZFx5zQLWBJtFlNzBT368xMxJwxnTYWiDbX89IAcTsl08w0ArdhO4bV1ByQA1wMXXQdGwcNjlEDUgI5iDEd6dUcBo1DvbFpB45dGczmHbOyNNtIr5Myt9o6naZi5ymJhmQ+bUinXTq3OiOhjEzOESkW7kBSdkXmgyommzFWFm4LgOmdiseygzruqg9MLPmg6Ss5oZaI6dTlmc6zbQFRP4chkrx21/apzmgczz7UQcfY5QFUjwy7i/3aOI8OHKqUdNSlVw3y5Hqqey8J20aJ70FK6EZ3nnpZyUHcd52VlZz6vygwagOAUlEx0DfE5CTeRkpdvlt66HVpOaIVz2vJlLtUoDGb40KT9YdBoHO8IU7LjqU5K/U53xByvw9Uy6J5dZx7xSWj65rw4mFBDCfMc4F3hHVjcX+pjsuhlTcrlXi+VhCz186qxECYUkPwhNOSzUNK/ylIH+eMnAMerxO8A956tgOfeeXWee3xvgcx+zv3qNQ4zToVZmFUaObIspO4Zlq4f0VHXwlc0wT6zg0winD0iVGAw23aMlDVs6J1TxYn9J+fC9oeOhMzHFa+khKW/UyOlocSgkwIB/v/QdhrZSN5vrqnnoqbo7kuFsk1UtdFpR6v18VC5bY9olRmJmp1KJUHchH2JQtjWwBjXm4PJ2DNCUsSyfM8Mwh4x2nfUw9u9KQaFy4hncnjBI8FXcA7eQYsACyZ2rkOXJRlCfJzda6NgYMeg+gE4rADHBflKkJeHRPmpmxCR57Q856wnFfTNbnQeaVXQh8VAJCQ0gSWOis74/l9UfAIqHYtVRCunir9uYYTOLZT6ucQNsKuidTOddwXsC5GdQ/rdeax7gin04Zp6lbiCooZ4AGjl9BtN8PtMb7PXajrsZsFQAdTzg9gCQf6O+wJ18cTL8LzjuW8YnnCQmC+RxyLPu1eDcdyjQOcG0adbGJ8ZC8UKp6TgHX+GBgFNJhVe9vYXkE7RfKW2CxsY+2YtlLvUhoLEnCpACaKMFzDRUfQsK4C0qSFWkXk07JjOnGnF7eZVzuvNUf4wI/ZrrN5cwCwMoKaGLI4d+eSaOpmmXwP4AB8PCq3OotTeagaEspdWDEXA5YxZSRhY5qUL9SlHJC5SspWQSzzlYHRMvqYYM0t3vVwb6gQVseosSp6naq/Eb2jb/z0axQ9YSQr2dDczLHXPGMSszR0O65HoEIQ8ztlx9FFfFrebPy+4PrcrBtl2iPqluweqHtkJosaWg4Ik7NysosNjliXhxUIc0YUGwznCH6/Zfgqe3iViJArsk/i4o6el3Z12DKLcvtGha99VVmYzhVNNU08755PBXPiuXRKBTE2LMs2sN9H93CdTx8fF2w5IviG01LR0vqHB2L+/b//9/jRH/1RfPKTn8Rv//Zv4xd+4Rfwrd/6rYfH/Pqv/zr+7t/9u/h3/+7fobWGL//yL8e/+Bf/Al/yJV8CANi2Dd///d+Pn/u5n8P1esXXf/3X4yd+4ifwRV/0RfYc77zzDr7ne74Hv/iLvwgA+JZv+Rb8+I//ON54443P6/3mxwk7JI06NgYyscFLeio8OtgQWtIFMAjJTCdC3TsbjrsEOdj/hYEHYncCdrGCin4f7IbRvw93mwEWcxBt8jrNocqk2ERwOy5QYwlCa8/6Xg6ulPKzKvbQrTCAySun42bJZWklIEsfvxoW5Z3NuPadhV7eEaZIiEEnV4e9eFz3gEZAJYcdqnl0Bkte3ZPDOpJEO4dNGBddStywqw2Hx7POZ4bDCf7AusyesITOtqTE9dXbkhHQa6/KBowAZkq9w4PP9VErY3kfAxNRK2s+XI5YwQr/LEZxJvINFTF5UGIPmda4vq85PeRk16hsm4OMC39g6jR9GY54kR3a33WcVNnFdRDr+2cRzQ53Ub3a0m/Aw5FNhloSS7FgnjcTauo4OLRqvoaJGc+VnkN9P+M5PqQ0l4gU8yt/n/cEkvJDStkWdO262K4zu8he+NxPZy61qAjevJKog7/DNVaAI7/zInr31cG1biIJR6xhyBxRUveIukWsz++wvjxxN1L1JkzeRU8GHNksHndVQEwx11sV3GpY6hg6GkIzAJPmHWHKh4wsBpi9lHkoJXguTWnUREqZW6sjAwlmYkoHDofBwYt8y0HApjc9HTO7EiabCvzajJw6xHUIu3IA80MJV+fiUXCqh5dkZmUgbD6tfmgubbyDUcAwdgBJd5WhEBNxy1+r3GAqcFPj8E5HQGrdR0bjCDwOAZAUwEyfeI+5DI6hUIPH4X04DzN1dJ43FdQaJ1fHijBn0bd40O6xvWBvFdNICrAL5x1+LqAc4I3ZF52kk3nON+SQePzkdCjj8vhKCL6hyDw4TYUjYUpn27nUAyshm6ZJSvKnuWKaKmaxZ5gnHk+TlH9vdX4aQ1GLx7rN2HPEad4RxVtro9dx+K8/Pm8Q8/j4iK/8yq/Ed37nd+Lbvu3bXvn9//yf/xN//s//eXzXd30XfvAHfxDPnj3Dr//6r2NZFnvM937v9+KXfumX8PM///P4wAc+gI997GP45m/+Znzyk59EkBaR7/iO78Bv/dZv4eMf/zgA4Lu/+7vx0Y9+FL/0S7/0eb3f7d177ERGVdoELsDFxXaILHdTFZM72A3CGhquS5jTrzIKntD2CEfNdDROwjUsxoA8B3OlepjcGcw0UBPHz+JZoyKTYd15F1fF9rlKRgVVZ7uWOLHBnRehnomGB62F3rSqealixpe3Cfs62S6x1sDmW2JMxODFIwTC7DKmdKy35xLg92iDclOGAhAdDEzXoiUkzUKSqcbEuHEALSOAuf2ZgpwGZnsyID4zDhNYSJYcA5gpVisXJUuehukLDu65of9Md6xjwCOAA6jRxVpZGV6Aj0p/neB9EHAacCgZjgfphKuLTsNhrIzlKBs7QtzYY8SrKG8J+4X9VGrpzGJSIzI5QmKfIWVUnOeS0sjMbessLdgM3mMqvODKLn4EAcpMjYulvTfdVWqr5w1jdIhdgPj2+O6CPL6OuoX21m12qk7TbiUVW4AFjJQ9wlfVKHVDwNdfDAeqQLPEvshZPRBNl/gEmcVC8RwjsDIDc31xZhfedeJyVwlYr4sBGK/3PTlE6dxJsbetTnPGvGyIcn59aNi36TAOQipI0475tCFM2ZgTZcC0s7BmFuXr39u8gEFMLG7HLEyXvDV/UwL1/Z+N4VRBxcM1j9AkC655NK9lot2u2Shqt3NMXeuhgFrzj6y0ejN+bLwMOi/t9rHDJgmeU5GllVn0U7RFE89yWWmYkxVEiWGimyrcKQMaGlllJtLXmCpoaUASvxktN03CCDnxidqk7J+aBIAGqQR4+6fxIgTIetQQmtgXFI/txZnH2OPCc/+ckUpAPG+8Zg3XzMeKuOydURyYVyKH2BhEh+iQB8NX1csA6C39w8+8ExnAUI5f5orzsmGZ2a9oOa0WTeL98R7T+37fJlwuC1aJxTifdgQtGQdCLX+IIOabvumb8E3f9E2f8/d/7+/9Pfzlv/yX8SM/8iP2sz/5J/+k/f/58+f4qZ/6KfzMz/wMvuEbvgEA8LM/+7P44i/+YvzyL/8yPvKRj+DXf/3X8fGPfxy/+qu/iq/6qq8CAPzkT/4kvuZrvga/8Ru/gS/90i99z+/3xe8+g7+wC2RMlWuLDnzjL9luFi/sjJ8z/FyYsZnk4kssO0KDm4aLIgjbz0WC6wLvjGWHpqUgnxQwVRv8lCVIqzneyZWAtrM2peXAZZ/MHSPq6rvLxKjahJgq18Ln3VwyqwggfaiYTtLBoWZmsnMicrZDInKWTlykDVQXaM7eKZaFYlR+9eaXUptHLMq9aJ4RGYjRg27KS/p/LStNXCiR3/VzrFlIY0I1wADm6hp2YW92OKzN4b45AJ7jA5w/iHSVbXGOjQJj6DvbEbj0XcxRC6Dn0N7b0BZqv/fHyIHR7l4jIFiESvCxLwjGoDWuu4+757pFtBIZEAmDooZweg3Zv0NE2nvC+njC9eUZWTqIltMmzq/sx5J3XtSCdLqYH8jw2dJUcPf0cQAri2kxQqwcHCgL3OjgObbk6vvTz6g29DYOhjLp+PgqLeRRWnyV6bndnatHRRMPFI44KEin3V4TOC7e5lysmiUBhAdTNn37Mt6d/JyKtwXUcmZywP7yhO3hJLEhYuXevLEvdfBsGt+XDw1Typjm3c65ApiQestyFTCkR5qYYYpzRlz2richZ+GAFvkgzrzzsmETMKMaoyOQZFsIn3rzwStAT8sSCn6d6LPs9RgYRCnPqyZoFJd70XA5ZaaF3Rm7LEdtGHzXbh0YydCZHj8V/nkYgJYyNHI+KMtmTtqab/OEVBLgZWOrIMZfeF2g5tAuE7NyqQCB4E8Z7tkKLLwBJmHxbaqKrFlDbNyxJIw+qoNbI9wWQblKKKhshEuQXLEu9g1TwfLGI/LjguvzM7K0oZ+eXjA/vSDdrQgLM2h1j3DN8bgw36pm8gLdbIRYUTTksXEH0r5H7HswFgbo1hN6Hb1rSFGNFpl5ub+74nS+mm/Q65hYLb3vG6evA8AyZ9k49ngXHxpK3PFejz9QTUxrDf/qX/0r/J2/83fwkY98BP/1v/5X/Ik/8SfwAz/wA1Zy+uQnP4mcM77xG7/R/u4Lv/AL8RVf8RX4xCc+gY985CP4lV/5FTx79swADAB89Vd/NZ49e4ZPfOITrwUx27Zh27qQ7MWLFwCAdz/zBujE7ZvOEdLMnRfTsmNadhFEAXHeGdmedoQlM7qdKvycOyqPrqefAkZFcrmIFyErPwkAoj2YkGxsc3aeQKWzL22X3IqiaaFdx8DOu6z+15CtbZ14AnxcDrVu3emmVJDm3Z4jxoL5brOwQF6ICqalJyMDEKq6oqX+s1F8pSZIufT2u0aJhV7oYt4KmMbFnLldd+kFGMCQ+MKowR2BsDkysS9wBDUNgCn4AZBr/PdweATwLoBz8XhaImYH3AfCB59ucCfZxXsGdLlEzNOOlGC7hpE9sKRl+ey62EYqh4ykMcFZSzVWFhnWZ1X6HzVKDdUFWzzoZqI3q/sQsL6Y8fj8Dt431kCcdjEm69dIs1D2dRIWhb185mWTMsyEvLNd/AiEY+K8LQruABhUhKyTzNRenVhUT+PTUHrzA6viSBZ0uX5qrHVTXjpoviprY7BDFveh++7maAKMuE04IEhLqTpXm3kghvdkC2fr1LsAOD90a7WhrZsBjBgdpoq2RVDtQXkGOOW+UCYthIqMZEZ34+dnLRZP2iFWzDMHuzLL0suQNQeEWJC3CaUE1vzcsbut2jBoergjByQgYrc8KWp87VW8TuQE1OzmE6PRJcrcBj0/wOcEGJDW8VYCqMpmbRDgMqAdypihGQC09utbdkdZHzXujF1LeBx4x2sJgDtRB+2MxgxwUCeY/ZFW/7bxZlEPy7Ujdp/lz924dXnPDDKqR373zAzJsiM82fg19iDC4dg3van1HCZPDGaSlPmL6oH4cS57DnPcC7Bzi7XbIqj20pGVkBIbQW4PJ1zfvcPL332K9WHB3ZsPmJ9dELQUmCp/vg3wZzYh1HuaiN2uVdRdS5AOQJ7PS/XYs7KdMFFu8ISUeCM4pYJFDA6VfZnmLHqtI3s6zqUte2wre44ty97LyDImdCM1h/fu2fsHCmI+/elP4+HhAf/gH/wD/P2///fxwz/8w/j4xz+Ov/pX/yr+7b/9t/i6r/s6fOpTn8I0TXjzzTcPf/sFX/AF+NSnPgUA+NSnPoUPfehDrzz/hz70IXvM7fFDP/RD+MEf/MFXfv7y5R2cOA3yjruiNV7kT2dOyvShYT6vOD99HMpEDfU6wcX5hp3xEhpWDzceMyyspzloUkbBrdGcvrdNCx3NvxdxWSWo+p6MFWliyd1p+ceHMy4PZ7OAb82jZBaBpdQRru7EiBwLAGXy4PwappHzJvktQ6aJDjzOvIj2Mw2pK8UjS35JkbetQEaZF547jv4wA7EJQKssauzlMBPg4ZEd3QCYzsY0B+lvYu0Nz6sOGYSXrmJFw0Iel+IxXxJSaqjVYxMXSQB4erfj2ZMLkpw3ZRjGm0mD+LSVNyZuaU0GfOqBnbFPRg5oBOfc4QZuTqIaRFCs1uAaITGddisVsqlXD9dUU7hlZy8IHzj8ky34owGBKo6qOScrv1wfORLCOab6fWiSc1NM3Kzg3DqDhAUkcpiXDfOyGZNkY1omodF5WM3ObCKTh/fQuH5OVHSsZVAA7G9UO7hT4K2vN762ggIvu/SaA4rn+12df0Nqh8XO3reVSIbF1HeGy0+1x4nIItKZFG/3fysB1xdn5Otkdvx547iEXYCHgv9S+wZljG7wnqysM80Zadkxn1eEVFC2ScS5BevjCfNpkw3Xxt5U4pSr59YXGGPMnSt1yG/qTsrOsaZIPWGiOO/GJb8KOpQ9Gcd6hKV9h9Dgaw8XVME5UG1ccldmM9+X0V18BD8+cdChvYfQrDzPD5KxMrShw7EGsfv6dP2Ti8x0cDdqYSAjRoQgvVd5LNYtom4zqgAZL6VJH7mk42NDSDtcZNaktQSXAzeLBOJNruY1pQZXa9fT6KFAWTc6gUtMLjSQE/dt2QBT9aBU0a7JmJl46mW6y7t3uL68w3ZZ8GR7jvl+RTztiKfddE1N5ob5bjONnbqx73syYX4uAesWsZdgZffgCSk2TKmaUDcEFp+f71ZMon3RpPWgY0U3L1Zihs1NPjQsYTOQryJ2Lcd739DKUOP6fY4/cCYGAP6v/+v/wt/6W38LAPBn/syfwSc+8Qn8k3/yT/B1X/d1n/NviXjC18O9pq3h9jHj8QM/8AP4vu/7Pvv+xYsX+OIv/mKUPaGGIAZtwbpOYipYrzOmOeN0viLskTNZyCFe2Yp7fTjBh4q7t15ieePC7MySO9UonQrWxqm7YhVruaN24dBSLcJfFXbSHrtYLlRg4Z2A21MvaQwfnV0+PS4PZ2tZ1R3EiHDX64LltLJmZZ0xLxvunl6w3F8YzFSPEHnC54j10B17K+sjlOVpq8e2TXj58oQ9s3fAdY/Yc9fC6FscBfnakfQ6910V99rjwPqIJN8X11Dk7zoA4hMalMkhx2UpcpbJtIHQXIMj4HfXgK2cMIWG0hwei8ddbJhixDyxE+W6RYRAWOYd59OGeeabSM8tAOwiijudNpzPVyynDa2JZ4kxONIyKn4b/HlULxJMg6SdOGMbcZQU8iQUqwKLKjqXIo6bvFDO4r/BYOvx5R272IqHSJFMmizvWXf+KoK9Wy6Yzxubozkyu3jIxKIgY77bzEclS4lTgeyxzCaT0chIvaaspJEWJgJWK/x0ZGeoqRC6WjfLKEi8BTXGookODBgWRmLOzw9Osvp7J9lW1ukyCO8dNZC69qVq50H9pMqWuAvpOmG/aKm3dyKxeDFaK2sTjZQKa8Nwjtg0sUqI647l/orJNllkVvBx5/GRFmaNrVQ9lNnIkXU2Wjp19diuMx5e3r1SkjuwisMO2jl0AKPNEDelQy/sADXP3ZaySLo6XHcpo4S52LXRa2EeWrp5BDpTJq9pLdFuYGyGg4WxxDYZgeQ6QT5LA5znslDIaFsClSASAN83kFKKCwszUvkyo1xm7I+Lvbc4FcTThvK4wK21l52EqfdTAWKDnwvPZUX0L0mAWCIR8DoOnvQEio1nwEYAUY/BgYzjEoAd8KcM2pu0XXP33HR/tQ3E47v3ePt/fxD3bzz0MuOJ14GW2ftLW+nTsosurNrYaORQiscVics6ohmbRGg7pYLTsnO5SPRwy2k1YTiAQxmdL3IzzyaglyanaTetYVBt4vB/IocS/29iYj74wQ8ixog/9af+1OHnX/ZlX4b/+B//IwDgwx/+MPZ9xzvvvHNgYz796U/ja7/2a+0xv/M7v/PK83/mM5/BF3zBF7z2ted5xjy/mnz5eJ0RysQ7oOYtLE0FnDzpE2tOxNrc2qalbrhfZ9xdHnB68wHT/fWocxh3pbEef2e7jNeI1IayAiCAhRxQCWECXCW7uM7zZdJdbc2BQ/SmjLpsbA52nZHFoXHbI2ZRmLfmcb3OOJ023D25GDXfxAip+84wTRhiZeOj4uGr7BQlqI7PCTu1Pl4lHyM7XIvH2rQcJB9dGJIIDnAEuJ26OgIEjGjGkYKXkbFxClSI9Ttl6E5SdkZFwQEOZxKOhvwhFfvqGn6bCL9bHKbSu5lQPPCQ8PISUclhCg1/7K0r36ipcqrqlrBuCaUG9jHZE6JoGFSkqXJ16yQRgbSyXxxySJI3M2PbuoGb2uwre5FSd9g8dIaQs1wqTRqOqXINemZnU22L1+eixqGB257gHDCljLiws+tiOqreNZVk9z2WXtRvRBe1ufTySRZ2c/RxGQGMRQHo2PadYtZ4CxVGj1YAOtG15pHmrmcZ3V/1Xhj1NyRsgJXjBOBZIGrsbbqj3cG4kFpXjKd+77a++ycnnh5FAiXL0BI+MJSsL4sGVqvMPY3cwVRxvPb6T5nTcc6Ic4aPzgw1p7sVcc5c1pizsV5qckmvMEsT8nUyQXZuSQTaDL59oIG1YkYQ6CyENj9oY4KWqMbuLlTuqlF9iSseVIX9mI7nW5+bf0gGIJyj3lYtwACB2RP1cuGbrXUbC/OyIWY/IC9B4M4fwH5u3WanbDusA7MEcGnfc1OADw3ld59ie5x53qzCosp79iPAC+wnFJbMZbbCzArmwmxM8OAcEzaYJPAGC1rqqg7I/9/2zj1EqvL/4+/n3GZmt3Voq213E0WELqQJmZpilkKisFn5h3ZBDCIospAsCPpD/yuC7B8LI6ILBPZHGkVhGF4q8pYpqd0MLS12s0zX3Z2Zc55zns/3j+cyM2p2+e26v1k/LxzcOefMmXPmc55zPs/nauJ2ksCFGbh2N7bRsE3SMAVWlRmj+eYySqebcKL7Mn1vuKSEyAT2kpmc1ra7sGMtV4iRjyNUynmkmY80M/GEHrmEiDBIEYa6hlDeWGTDsBqIbpUXO3GunXAIP3MWWJV5iHLViV2tWz40FbftZ7NsmJSYKIowZcoUfP/993XLf/jhB4wdOxYAMHnyZIRhiE2bNmHRokUAgO7ubhw4cMAFA0+fPh29vb3YtWsXpk6dCgDYuXMnent7naLzTznd1wQV5PTDJ9I/uE4tjF36l+crVMo5p7Tonjh2wOofVpYjBLkcKNM3MOvqUZmoC7rUgXGp86ELTyE0Jj74yg1yi80ccjENdh3BDXBXEVMGdVH61pceRhI5Y7KVaYCB/oLTpvORRGQ0ZaUEkiQ0M2aFNAkQRKl2MTnTLpnaLPr8MmM9sPEV+gatC96VE9Mbg3RWkJ1B2Kq6IQQykHMVkbHG+DWZRoJEXTNH+8tIEDwArqhmTYAvat7bz0iz3wBAVpO2I6EbTkoIVGAq0kJAkkAsPeSE7qfUlNOzY6U89A8UXC+bShKiEvtIszyiQKG5KdFNDkNdQ2SgX9/Uopw28dpGf5GJvQLgXDJEOtU0iasWFVvzw/fPtjIAcBlCNv09lQH8INPN/mwNGgFEkVasKuU8pFU2lL5pWKtRXcBojSne1u7wgvpA5trjsH97QQaYgmi2amuthcQpETVZJmdWKSbjmlNKB3Wr1PR6qVGirAuCqD4o1LZPsN2udfyO+3oTjF7NxrApuS5DQ9QcZ21qb03sTK1LCcIE7qeee3iKUM+gw0DPjG2hvTAnXVaQTU23ypatlGsL2QGoZiNFOsXZ1nsJcrJa8dacu+8J5Jor2vXdHCMoxNplkE9ga40IYWLyXBqv+S1NJoy9t1j3Z5b6QA7ud/dsCQqrfFqXW6AzNqvFGElXerY/pxm0nrFQqSSAkD4oU27iVY1tqbqQnCw80jZVpYsTirBa5VwY6wqsYilqFBe3rCr/usaJpH8LYZQYKod6f7kUFAf17ijATeo8mAzQnERulK6yHA/kUOnP6zHn1z60jbXKz+D1550rxwtTnf6cJQBphdN1noXSFbftdyrUpGFr6xDFga47ZGMlbdJH6rlaXzaIX8ahad+hr4HyQB6nT7XUTaTss8Umb2i3uEQqdVjCqd4WxHGAwFcIQ6281HZI900fNpuOb2PVrOuo7h5grW3GImwVfBvG4CY95j7hGwukX3ON2Po2/4R/rcT09/fjxx9/dO+PHDmCffv2obW1FWPGjMFTTz2FxYsXY9asWZg9ezY2btyIDz74AFu3bgUAFItFPPjgg1ixYgUuu+wytLa24sknn8TEiRNdttJ1112HefPm4aGHHsIrr7wCQKdYd3V1/avMJAD6gUu+y5cPTK8b3ZDRM0XdtGuGSACJDnhyQUom8E37T6uVFAFTSdP481XmI6lxPVhlI9dc0Tn/gW9S/bQyklWqqdN2EGRJWB0QrqIhTG0amypXbRTorDiiWv/E9xQ8QYilzpQK/MxVmlWZh7gSaatK7yVITB2TMJL6IWc62WaZ7odSHii4bCUpQ112Pg0gPLhZtlRwCoxNmbaKjKqJf6kN6K21vgC6k7Ug7Q6yHa7d72iUGbuPc3FmSva53FYWKXSlVgKQh0DeJ51JAbjZspS6Pwige4UMlLW8A1+50tiVSoR0oGCWZy6DKzUuwdpZiW2mBsBE5+vWDcIjROZ7Y+vKDHXhKhvDZGv1SKkVnzTz0GSyhWQSgCh0CkYYSaSm87FSHnJRYmZOict+0deNhywlAOYGY4LGo4J+gOrrTpiAVWv1MN3Lpe1no29eUT6pC+CzqdK2ArEt9le1+AG2KphzLdlYL+tuMvty8rUPCje704qMe1BZudvvD2oCXWssqxDVmbc4M8bDur4E1c3ObSwMoK9ZlVaDRGW/djfIsh5TMg51TZeaDsDuOnQK2BmBjGYWb6vQuu09Vc0sMab9sDmG16e0xSQn4eWkTiA4I2uHlFeNpzD3J1Key0SxcVKZZzMSTcmFcqStck1x1fVj44bs7+LBuXbIWF9q41mE0suUDOqqnDsZEJzCWFVmyIrHuYb0dxmXvVVebJE6X+nA2TMy/9y+bHxVJkzsInTwrUcQTYmr3O6sbOa4AEAJ80j0PQS5FCJKETbHyFciJKcL6D8xyrmCa69rm9avJ6VA2Ezumnbp35kHHTzoVZUtUzuGpE6xdnIz9W0o9esVF1t6w4Q/2P52pHSlZClDlxFXKbcgUx5aWvpRaKq4BpCpmVSFkUQSRzjx5yhUYn3eYahQyCVobqogZ56B9p4UBNpCF0bSuXltAkNtIL+blAMuzlDVTr49cpl3rs+cbwsY6v34qlrO4+/410rMl19+idmzZ7v3Ng5l6dKleOONN3D33Xdj7dq1ePbZZ/H444/jmmuuwbvvvouZM2e6z7z44osIggCLFi1yxe7eeOMNVyMGAN5++208/vjjLotpwYIFWLNmzT8+TjJ3wZKqQJFAhTKoMIYspygrwAv0o9ZWmtSfEfD8DPl8BSoXwwsH4IcJBlSGSiWFnxLCHOAFaZ2g0gSQsYAsC8TlCH5gffIK+VSgTAGE77maBPHpAip9heoN25gEM9NkS5v3E+QKOsOAyJgyswRSESRlqJBChTIkKkNCqf4fKaQfQIUhkjRCJfZQJoUEGfqkD78vr7XrXALKPJTLEfwgQPMlCi1KoVlo90KaAHE5Q7mkUCp5xk9ZQUkKDEigohRiSFTIR0wCZRJIoV0+ujaM/ZtcoK/5p8/3TKWDCAEEKiATHExOMUlt+4Ez5Gtr0AQQAHkgaLdSBkJK5KxCtRYeWfNZgoccPPSmQHOo4EPhz1IKlDwoUohlinLigUghMwNKqBQUpwhSE8tChJzJJBGpLZWfwfcJUULIZwq5TFv60tTU5ZECKssgMz3AB6SA8HSsVpSPUQhjBL5EHJuy4FkCKUOUBkKkUv+aqZciESkCKSAT3yk/qRToH1Dor0jTpbiCCpVBmYRMEwRkslWkKfYmdJFGP1CI8gJRSsilCkFep+ZX+n1I46IKohRpItB/SjcB9T2FQksZhZYS/CitFa5+UKV6luWR7cpO2kde41atTVHX1kkTK+CsktUbodARmLqmCBSEMDPw2kvJ7loBnjCWFlUVvEirFh2kpp+PVVBqFRhjGtQxE8LEwMDFT2SJB9nXhEp/HrLsI6kIyFjpl5RIJJCmKTJl3Eg1Znyr4HmkEKgUqcqQUYws1TKKZIwojCHTGEEW6/OAgggIgggJFAIh4VMKTyXwSOrpgvJqlAkPSobIKgLJQIDSKQ+n//RxaoBQziq6QGA+QZx5UFkCmSSQlRSFXIxUVeBLCV+kJgA31d2jhdSB6iZzCGSUlsxYSexDzD58VWoqSZt7a2LNNaS7PXtKf7Y2xsUnfa7G5awD4xV0qpf5Hk8vN9U1q9YUBR1/ElDVsmGLPGQCiM3I9zOgJEBJckb2IIwlRN99SOlu0krpalQUxlCjShCihMrvo1Dpa3LnpntF6eaXoQTCTMCPPYSJD7/swcv58Fqkjnc5bft71Sg4ZqKqKjoAl0zcGaWAihUy6UGlCpRmyBKBVArIikA8AMRlD6W+JthO6KX+gmnO6yMjApDhz1IB+VyAwM8gU6Gb9MYhlMqbpq4ZojAxsVoK+WIv8peUdPKCryD8FCT0MAoiCSn0PVaLXcEjpcenGYRUkxhg+zbBJDgI4+XIPOt2ziCgr20B0r3MSGAgs5OpM6xl50DQP9mqATl8+DDGjx8/3IfBMAzDMMx/4NixY3WV/M/FiO2d1NraCgA4evQoisXiMB8Ncz5sJtmxY8cwatSo4T4c5jywrBoHllXjwLKqh4jQ19eHzs7Ov912xCoxnkmNLBaLfFE0CKNGjWJZNQgsq8aBZdU4sKyq/FPjw9k1vxmGYRiGYRoAVmIYhmEYhmlIRqwSk8vlsHLlynMWwGP+f8GyahxYVo0Dy6pxYFn9d0ZsdhLDMAzDMCObEWuJYRiGYRhmZMNKDMMwDMMwDQkrMQzDMAzDNCSsxDAMwzAM05CwEsMwDMMwTEMyYpWYl19+GePGjUM+n8fkyZPx2WefDfchXVSsWrUKQoi6V3t7u1tPRFi1ahU6OztRKBRw22234eDBg3X7iOMYjz32GC6//HI0NzdjwYIF+OWXXy70qYw4Pv30U9xxxx3o7OyEEALvvfde3frBks3JkyexZMkSFItFFItFLFmyBKdOnRrisxtZ/J2sHnjggbPG2c0331y3Dctq6Hn22WcxZcoUtLS0oK2tDXfddRe+//77um14XA0NI1KJeeedd7B8+XI888wz2Lt3L2655RbMnz8fR48eHe5Du6i4/vrr0d3d7V779+93655//nmsXr0aa9aswe7du9He3o7bb78dfX19bpvly5djw4YNWLduHT7//HP09/ejq6sLWZYNx+mMGAYGBjBp0qS/7Ao/WLK57777sG/fPmzcuBEbN27Evn37sGTJkiE/v5HE38kKAObNm1c3zj766KO69SyroWfbtm149NFHsWPHDmzatAlpmmLu3LkYGBhw2/C4GiJoBDJ16lR6+OGH65Zde+219PTTTw/TEV18rFy5kiZNmnTOdUopam9vp+eee84tq1QqVCwWae3atUREdOrUKQrDkNatW+e2+fXXX8nzPNq4ceOQHvvFBADasGGDez9Ysvnmm28IAO3YscNts337dgJA33333RCf1cjkTFkRES1dupTuvPPOv/wMy2p4OH78OAGgbdu2ERGPq6FkxFlikiTBnj17MHfu3Lrlc+fOxRdffDFMR3VxcujQIXR2dmLcuHG45557cPjwYQDAkSNH0NPTUyejXC6HW2+91cloz549kFLWbdPZ2YkJEyawHIeQwZLN9u3bUSwWMW3aNLfNzTffjGKxyPIbZLZu3Yq2tjZcffXVeOihh3D8+HG3jmU1PPT29gIAWltbAfC4GkpGnBLzxx9/IMsyXHnllXXLr7zySvT09AzTUV18TJs2DW+99RY+/vhjvPrqq+jp6cGMGTNw4sQJJ4fzyainpwdRFOHSSy/9y22YwWewZNPT04O2traz9t/W1sbyG0Tmz5+Pt99+G5s3b8YLL7yA3bt3Y86cOYjjGADLajggIjzxxBOYOXMmJkyYAIDH1VASDPcBDBVCiLr3RHTWMmbomD9/vvt74sSJmD59OsaPH48333zTBR7+FxmxHC8MgyGbc23P8htcFi9e7P6eMGECbrrpJowdOxYffvghFi5c+JefY1kNHcuWLcPXX3+Nzz///Kx1PK4GnxFnibn88svh+/5ZWunx48fP0oKZC0dzczMmTpyIQ4cOuSyl88movb0dSZLg5MmTf7kNM/gMlmza29vx22+/nbX/33//neU3hHR0dGDs2LE4dOgQAJbVheaxxx7D+++/jy1btmD06NFuOY+roWPEKTFRFGHy5MnYtGlT3fJNmzZhxowZw3RUTBzH+Pbbb9HR0YFx48ahvb29TkZJkmDbtm1ORpMnT0YYhnXbdHd348CBAyzHIWSwZDN9+nT09vZi165dbpudO3eit7eX5TeEnDhxAseOHUNHRwcAltWFgoiwbNkyrF+/Hps3b8a4cePq1vO4GkKGJZx4iFm3bh2FYUivvfYaffPNN7R8+XJqbm6mn376abgP7aJhxYoVtHXrVjp8+DDt2LGDurq6qKWlxcngueeeo2KxSOvXr6f9+/fTvffeSx0dHXT69Gm3j4cffphGjx5Nn3zyCX311Vc0Z84cmjRpEqVpOlynNSLo6+ujvXv30t69ewkArV69mvbu3Us///wzEQ2ebObNm0c33HADbd++nbZv304TJ06krq6uC36+jcz5ZNXX10crVqygL774go4cOUJbtmyh6dOn01VXXcWyusA88sgjVCwWaevWrdTd3e1epVLJbcPjamgYkUoMEdFLL71EY8eOpSiK6MYbb3SpbsyFYfHixdTR0UFhGFJnZyctXLiQDh486NYrpWjlypXU3t5OuVyOZs2aRfv376/bR7lcpmXLllFraysVCgXq6uqio0ePXuhTGXFs2bKFAJz1Wrp0KRENnmxOnDhB999/P7W0tFBLSwvdf//9dPLkyQt0liOD88mqVCrR3Llz6YorrqAwDGnMmDG0dOnSs+TAshp6ziUjAPT666+7bXhcDQ2CiOhCW38YhmEYhmH+r4y4mBiGYRiGYS4OWIlhGIZhGKYhYSWGYRiGYZiGhJUYhmEYhmEaElZiGIZhGIZpSFiJYRiGYRimIWElhmEYhmGYhoSVGIZhGIZhGhJWYhiGYRiGaUhYiWEYhmEYpiFhJYZhGIZhmIbkf4HdMyZR2CRVAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "(<Axes: title={'center': 'DEM'}>, <Axes: title={'center': 'DEM Contour'}>)"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Show dem and contours\n",
    "rioshow(kreminna_dem_array, cmap='plasma', title='DEM'), rioshow(kreminna_dem_array, cmap='plasma', title='DEM Contour', contour=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8d19d42c-efb9-4118-a87d-95f99e9e0292",
   "metadata": {},
   "source": [
    "#### DEM to Contour in QGIS (+Smoothing)\n",
    "\n",
    "The contour will be used later for the final visualization.\n",
    "\n",
    "After importing the downloaded DEM the contours were modified. With the help of __\"Generalizer\"__ tool, most small objects present on the contour were removed (__\"Remove small objects\"__ algorithm). After that, the __\"Boyle's Forward-Looking Algorithm\"__ was used for line smoothing.  "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "699672d3-3243-4a52-9447-8bc2abbc0dc1",
   "metadata": {},
   "source": [
    "Before<br>\n",
    "<img src=\"assets/kreminna/kreminna-qgis-contour-raw.png\" alt=\"w\" width=\"700\"/><br>\n",
    "\n",
    "After<br>\n",
    "<img src=\"assets/kreminna/kreminna-qgis-contour-smooth.png\" alt=\"w\" width=\"700\"/><br>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "de89e239-cc1a-4ab7-9f3a-1d1693768fd2",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Store file path\n",
    "kreminna_contour_file = os.path.join('assets','elevation','kreminna-elevation-contour.geojson')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "762a5609-539a-4c65-8e98-2524c474806b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EPSG:3857\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Read and display data\n",
    "kreminna_contour = gpd.read_file(kreminna_contour_file).to_crs(projCRS).dropna(how='all').reset_index(drop=True)\n",
    "print(kreminna_contour.crs)\n",
    "kreminna_contour.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "68d65c7a-af02-475d-a2f2-b625840f3dad",
   "metadata": {
    "scrolled": true
   },
   "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>fid</th>\n",
       "      <th>ID</th>\n",
       "      <th>ELEV</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>372</td>\n",
       "      <td>371</td>\n",
       "      <td>160.0</td>\n",
       "      <td>LINESTRING (4237994.859 6310877.081, 4238001.1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>499</td>\n",
       "      <td>498</td>\n",
       "      <td>60.0</td>\n",
       "      <td>LINESTRING (4249528.795 6299548.041, 4249536.3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>543</td>\n",
       "      <td>542</td>\n",
       "      <td>140.0</td>\n",
       "      <td>LINESTRING (4244024.664 6310877.081, 4244044.8...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>581</td>\n",
       "      <td>580</td>\n",
       "      <td>120.0</td>\n",
       "      <td>LINESTRING (4244622.491 6310877.081, 4244641.5...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>694</td>\n",
       "      <td>693</td>\n",
       "      <td>160.0</td>\n",
       "      <td>LINESTRING (4239479.119 6295058.480, 4239470.9...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   fid   ID   ELEV                                           geometry\n",
       "0  372  371  160.0  LINESTRING (4237994.859 6310877.081, 4238001.1...\n",
       "1  499  498   60.0  LINESTRING (4249528.795 6299548.041, 4249536.3...\n",
       "2  543  542  140.0  LINESTRING (4244024.664 6310877.081, 4244044.8...\n",
       "3  581  580  120.0  LINESTRING (4244622.491 6310877.081, 4244641.5...\n",
       "4  694  693  160.0  LINESTRING (4239479.119 6295058.480, 4239470.9..."
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "kreminna_contour.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "19435fba-87c2-475e-93e7-4022105e41d4",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Remove unnecessary columns and rename one\n",
    "kreminna_contour = kreminna_contour[['ELEV','geometry']].rename(columns={'ELEV':'elevation'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "5e19a19b-9ceb-4954-8a67-97c7958aafa9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Check contours clip\n",
    "kreminna_contour.clip(kreminna_aoi).plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "cc229241-2d04-4f24-952f-4d5853846a0d",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Export clipped contour\n",
    "kreminna_contour.clip(kreminna_aoi, keep_geom_type=True).to_crs(geoCRS).to_file('kreminna-clipped-contours.geojson', driver='GeoJSON')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2c58594c-039c-44cd-aeb8-71648f182d80",
   "metadata": {},
   "source": [
    "### Occupied Area"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bbead9dd-c560-4758-a519-8636f4c74a29",
   "metadata": {},
   "source": [
    "Some data cleaning and export as GeoJSON conducted using __[geojson.io](https://geojson.io/#map=2/0/20)__\n",
    "\n",
    "__Before__: single file with different geometries\n",
    "\n",
    "<img src=\"assets/kreminna/warzone-160624-geojson.io.png\" alt=\"w\" width=\"500\"/><br>\n",
    "\n",
    "__After__: 2 separate files, for areas (polygons) and fortifications (lines)\n",
    "\n",
    "<img src=\"assets/kreminna/occupied-areas-160624-geojson.io.png\" alt=\"oa\" width=\"500\"/><img src=\"assets/kreminna/fortification-lines-160624-geojson.io.png\" alt=\"fl\" width=\"500\"/>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "1d8ba5e6-a355-48a2-b672-47b9bf24ee83",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Store file path\n",
    "warzone_output = os.path.join('assets','osint','occupied-areas-160624.geojson')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "f4b5606a-6ce6-4a93-ac73-6ab2773e08d7",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EPSG:3857\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Read and display data\n",
    "warzone_areas = gpd.read_file(warzone_output).to_crs(projCRS).dropna(how='all').reset_index(drop=True)\n",
    "print(warzone_areas.crs)\n",
    "warzone_areas.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "37026d6a-3e8f-4acf-9d42-f2c1d3775b76",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(12, 2)"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_areas.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "dd18231b-a97a-44b8-a0e8-8f1dfeb0b944",
   "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>name</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Luhansk Axis</td>\n",
       "      <td>POLYGON Z ((4260951.436 6236366.452 0.000, 425...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Crimea</td>\n",
       "      <td>POLYGON Z ((3732416.067 5777376.267 0.000, 373...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Zaporizhia and Kherson Axis [Z]</td>\n",
       "      <td>POLYGON Z ((4081179.821 6062810.207 0.000, 407...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Donetsk Axis</td>\n",
       "      <td>POLYGON Z ((4189021.991 5957234.538 0.000, 419...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Russian Luhansk/Kharkiv Offensive</td>\n",
       "      <td>POLYGON Z ((4231127.765 6278584.023 0.000, 423...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Russian Bakhmut Offensive</td>\n",
       "      <td>POLYGON Z ((4218856.750 6213061.806 0.000, 421...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Russian N Kharkiv Offensive</td>\n",
       "      <td>POLYGON Z ((4223299.322 6370336.996 0.000, 422...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Russian Marinka Offensive</td>\n",
       "      <td>POLYGON Z ((4164876.949 6071702.911 0.000, 416...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Russian Avdiivka Offensive</td>\n",
       "      <td>POLYGON Z ((4200263.645 6136914.705 0.000, 420...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Russian Velyka Novosilka Offensive</td>\n",
       "      <td>POLYGON Z ((4097783.512 6061066.588 0.000, 409...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Russian N Kharkiv Offensive</td>\n",
       "      <td>POLYGON Z ((4063155.948 6498287.824 0.000, 406...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Russian K Kharkiv Offensive 2</td>\n",
       "      <td>POLYGON Z ((4099378.342 6500626.352 0.000, 409...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                  name  \\\n",
       "0                         Luhansk Axis   \n",
       "1                               Crimea   \n",
       "2      Zaporizhia and Kherson Axis [Z]   \n",
       "3                         Donetsk Axis   \n",
       "4    Russian Luhansk/Kharkiv Offensive   \n",
       "5            Russian Bakhmut Offensive   \n",
       "6          Russian N Kharkiv Offensive   \n",
       "7            Russian Marinka Offensive   \n",
       "8           Russian Avdiivka Offensive   \n",
       "9   Russian Velyka Novosilka Offensive   \n",
       "10         Russian N Kharkiv Offensive   \n",
       "11       Russian K Kharkiv Offensive 2   \n",
       "\n",
       "                                             geometry  \n",
       "0   POLYGON Z ((4260951.436 6236366.452 0.000, 425...  \n",
       "1   POLYGON Z ((3732416.067 5777376.267 0.000, 373...  \n",
       "2   POLYGON Z ((4081179.821 6062810.207 0.000, 407...  \n",
       "3   POLYGON Z ((4189021.991 5957234.538 0.000, 419...  \n",
       "4   POLYGON Z ((4231127.765 6278584.023 0.000, 423...  \n",
       "5   POLYGON Z ((4218856.750 6213061.806 0.000, 421...  \n",
       "6   POLYGON Z ((4223299.322 6370336.996 0.000, 422...  \n",
       "7   POLYGON Z ((4164876.949 6071702.911 0.000, 416...  \n",
       "8   POLYGON Z ((4200263.645 6136914.705 0.000, 420...  \n",
       "9   POLYGON Z ((4097783.512 6061066.588 0.000, 409...  \n",
       "10  POLYGON Z ((4063155.948 6498287.824 0.000, 406...  \n",
       "11  POLYGON Z ((4099378.342 6500626.352 0.000, 409...  "
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_areas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "0460008b-b702-40a7-84b5-b508b01a811e",
   "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>name</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Luhansk Axis</td>\n",
       "      <td>POLYGON ((4260951.436 6236366.452, 4259578.756...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           name                                           geometry\n",
       "0  Luhansk Axis  POLYGON ((4260951.436 6236366.452, 4259578.756..."
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Remove z coordinate\n",
    "warzone_areas['geometry'] = warzone_areas['geometry'].apply(lambda g: wkt.loads(wkt.dumps(g, output_dimension=2)))\n",
    "warzone_areas.head(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "3eb89cfb-25da-4709-8b72-ef38354f414b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0    POLYGON ((3985534.326 5700362.291, 3998375.697...\n",
       "1    POLYGON ((4069614.549 6495154.014, 4069867.155...\n",
       "2    POLYGON ((4105818.152 6504715.738, 4109319.707...\n",
       "dtype: geometry"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Combine geometries\n",
    "warzone_areas_d = gpd.geoseries.GeoSeries([geom for geom in warzone_areas.unary_union.geoms])\n",
    "warzone_areas_d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "87c7c100-4910-4dfe-b093-3225e6094522",
   "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>geometry</th>\n",
       "      <th>name</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MULTIPOLYGON (((3985534.326 5700362.291, 39983...</td>\n",
       "      <td>occupied</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                            geometry      name\n",
       "0  MULTIPOLYGON (((3985534.326 5700362.291, 39983...  occupied"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Merge all polygons into a single multipolygon\n",
    "warzone_area = warzone_areas.dissolve().replace('Luhansk Axis', 'occupied')\n",
    "warzone_area"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "dc73025f-3476-4cc1-93bf-3d12176d828c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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RTaGyToevDl0WtQYGEBFZpNhAPhPYWSt2Z2BPWolox2cAEZFFcrTjY4ydpdULePKrFPy/X86jUGX6e2oMICKySHlXa8QuwSpodAZ8tv8i7vv0MOp1ph0LjgFERBZJxgFJu9TlshqMe28vVCZ8tooBREQW6funR6CPP+8DdaWc8hroDKZrBTGAiMgiKeQyPH1LBIaGe4pditXwVzrAy8V0D6gygIjIYk0ZEAA3dsfuMjdFeZv0eAwgIrJovXxdxS7Bamw5XYDkS+UmOx4DiIgs2ozBwWKXYDVq6vV4dPUx1NTrTHI8BhARWbRAd0cM7+kldhkWzV4uRYinE7xdFRjXxweOJpqqgU9yEZFFk0oluGOAPw5ll4ldisVaPiMOk/r5m/y4bAERkcV7cGgoRkf1ELsMi3RTtDduj/UT5dgMICKyCvcNDhG7BIsT4e2Mjx8aCIlEnId6eQmOiKzCbbF+sJNJOE1DOwzr6YmlU2MR4e0iWvgAbAERkZWQSSWY0j9A7DLMnrO9DMtnxCPSx1XU8AEYQERkRaYNChK7BLP32p194ad0ELsMAAwgIrIieVc5TXdrJvb1xb1mFNIMICKyGuHezmKXYLYkEmDB2GjRL7v9FTshEJFF23GuCLtSS+BoL0NlnWme4LdEMxKCERNgXqOHM4CIyKKdyqvAN8m5Ypdh9sJ7mF/rkAFERBYt1NP8vlhNSSaVwOkvrb9QLye8cltvOCvkiPRxgUZnwL70KxgcZn7TVjCAiMii3dLLG072MtTU68UuRRSPjgjD3yf1wem8CmSWVGFMbx/0uGFOH3Ns/QAMICKydBLg3kFB+D3tCvQGAfkVttUTrm+AG2RSCeJDPBAf4iF2OUZhABGRRfNxdcCSu2KxBIBGp0evV38VuySTkUiASB8XFKpq4a90FLscozGAiMhq6A22NQyPIADz1h2HnUyKD+6Ph5ezwmweMm0PiSAIZv9/TK1WQ6lUQqVSwc3NvLoREpH5EAQBqlotFHIZFHIp1hy8hINZpfgttUTs0rqdXCrBM7dG4rlx0WKX0u7vbD6ISkRWQyKRwN3JHo72MkilEjw2KhzL7o3D3+IDITWf5y+7hc4gYMNRy+qOzgAiIqumdLLD+zPiMHN4mNildLsidR3qtJbTG5ABREQ2YUSEbUzb/d7OdBjauBcmCAKK1XUmqqhlDCAisgmqWq3YJZjEp/uyseCbk9Do9NDqDbhYWo2DWaUNHTRKqzS444MDGPfeXlRpxB26iL3giMjq5ZbXYPlvGWKXYTJbThXgQMYVVNbpoPsjeGaNDMOrk2Pwy+lCnCtQAwC+OZaLx0eFi1YnA4iIrN7h7DKbe0D1ak3jFt/qpEv48WQB/trxubJO3FYhL8ERkdW7Ky4QYV5OYpdhMjcOxXNdeXV9QzDdPyQYC8ZGmbKsJhhARGT17OVSBLhb3kgBHXFztDcOL74Vn81MwLg+Ps12P5/czx9Lp/YTfW4gBhAR2YQEMxwNujs8e2sk5DIpxsf44vNHBmPHwpsb9QC8Kdob78+Ig8wMHoziPSAisnq55TX49Wyh2GV0u2E9PZsEbaSPC9bOHorD2eU4m6/Cg8NCYC83j7YHA4iIrFbypWtfuv/dldHkprw1mt/CPR2JRILhEV4YbmbPQjGAiMgqFVTU4smvUlBWXS92KSYxub8/RkT0ELsMo5hHO4yIqBMOZpZi3rrjjYahSS1U20z4uCjk+OcdMWKXYTS2gIjIoqUXV+KhVUdgEIDdqSUY2tMTUokEBzJKxS7NZOaPjYSvm+VMw3AdA4iILFKVRgc7mQQ/nSzA9aHParV67Em7Im5hIojydRW7hA5hABGRxZm39jh+OWP9vdraq1rkMd06iveAiMiiZF+pYvjcoKqOAURE1O3OF6rFLsGsONvLcFO0t9hldAgDiIgsSuLBy0ZvI5Fce1mjFyb0sthhhowOoPz8fDz00EPw8vKCk5MT4uLikJKS0uL633//PcaPHw9vb2+4ublh+PDh2L59e6eKJiLbpKrV4nR+hdHbCcK1l7WJ9nXBIyPCxC6jw4wKoKtXr2LkyJGws7PDtm3bcP78eSxbtgzu7u4tbrNv3z6MHz8eW7duRUpKCsaMGYMpU6bgxIkTna2diGyM0tEODwwJFbsMs3G5rAZ5V2vELqPDJILQ/t8LXnnlFSQlJWH//v2dOmjfvn0xY8YM/POf/2zX+mq1GkqlEiqVCm5ubp06NhFZtv9sv4D//Z4ldhlmw9tVgRBPJ7g5yOHqYAc3Rzn8lY6Ye3OEaAOOtvc726hu2D/99BMmTpyIe++9F3v37kVgYCCefvppzJkzp937MBgMqKyshKdnyyPTajQaaDSahp/Vat50JKJr/JSOGNbTEzq9gOTLV8UuR3RXKjW4UqlpsvzoxXKsmTVY9CkXWmPUJbjs7GysXLkSUVFR2L59O+bOnYv58+cjMTGx3ftYtmwZqqurMX369BbXeeutt6BUKhtewcHBxpRJRFbs4WGh2PDEcNzR31/sUsza3vQrKFTViV1Gq4y6BGdvb4+EhAQcPHiwYdn8+fNx7NgxHDp0qM3t169fj9mzZ+PHH3/EuHHjWlyvuRZQcHAwL8ERUYOCilqMeXcPNDpDu7eRStAwaoIt+OLRBNza29fkx23vJTijWkD+/v6IiWk84F2fPn2Qk5PT5rbffPMNHn/8cXz77bethg8AKBQKuLm5NXoREf2Vl4s9JhvZCjIIaHaGUGtVXm3eU1AYFUAjR45EWlpao2Xp6ekIDW29V8r69evx6KOPYt26dZg8ebLxVRIR3UAhl6FfoNLo7WylBdTDxR5T4wLELqNVRgXQwoULcfjwYbz55pvIzMzEunXr8Omnn2LevHkN6yxevBgzZ85s+Hn9+vWYOXMmli1bhmHDhqGoqAhFRUVQqVRd9ymIyObU1uvx82kOydOS8up6ZJdWi11Gq4wKoMGDB2Pz5s1Yv349YmNj8cYbb2D58uV48MEHG9YpLCxsdEnuk08+gU6nw7x58+Dv79/wWrBgQdd9CiKyOWnFlUhhL7gWGQTgra2pYpfRKqM6IYiFzwER0Y3+ve0CPt7bseeBpJJr01TrDQLkUgl0Vnxd7qlbIvDybb1Nesxu6YRARGQupg0KhL28Y19hBgHQGwTIrDx8AOBgVhm0+vb3FDQlBhARWaRIH1fMSOjcM4J6Kw8fADiVW4GfTxeIXUazGEBEZLFq6vVil2ARKs10viAGEBFZpINZpfjueF6X7Muap2sAgK1nCpFbbn6DljKAiMgi7U4t6bJ9Wet0Ddcdzi7HmoOXxC6jCaMGIyUiMgcHs0o5LXc7hPdwxs3R3ri5lzeGhXuJXU4TDCAisiirDlzE0l/OW3WLpStM7OuLTx5OaLLcYBAgNZPxiHgJjogsym/nixk+7ZBWVInF35/BllN/9oDbmJyLlR18dqo7sAVERBbBYBCwM7UYl8rMe3gZc3GprAaXynKw4VgO+ga4YcupQrz/WzoGhrhj3phIscsDwAAiIhHp9AZ8tv8i4kPcEeHtgh9P5mNYTy/E3jDI6Of7s5F46DJyuqknl1wqudYTDtf+lEok0AsC6o2Y6sFcCQKwYMNJnMm/Nv7mydwKqGq0UDrZiVwZA4iIRCSXSfFbajE++j0TGr0B9ToDHOykmD2qJ+aNicTXhy9DazBgddKlZmf97Cp/jobw57U9saaz7g7Xwwe4NgrEsUvlGBdj+nmCbsQAIiJRhfdwbjSoaJ3WgA9/z8S6ozkor64XrS5rHiUhytdF7BIAMICISGTZV6qaXS5m+FxnJ5NAq7eOIFo4Lhr3DApEaVU9Qr2cxS4HAAOIiESk0elRpKqDTCoxyxaHQi6DVm+ew9gYy9tVgSAPJwR5OIldSgN2wyYi0SjkMvz07Cirut9ijhJCPdDLz1XsMppgC4iIRFWi1phtbzO9QYCrQo6qep3FPnskl0qwbs6wDk9d0Z0YQEQkmrP5Kjzw2WGxy2hRrfbaaNvO9jJIJdfmDrq+zFJEeLuYZfgADCAiEpGqVgu1mU4V8FfVf0z7IJUALgo5JLgWTpYwmd2kfv5il9Ai84xFIrJ65wpU2Hm+WOwyjGIQgCqNDpUaHaRSCdwczPt3+J7eznjmVvMY9aA55n32iMhq9Q1QQhWjRW29Hj+fLmhoZViKep0BcjPvPBHp7WLWHTzYAiIi0YyI7IG3p/XHzudvRm8z7KXVFoWZ3lsBrl0uvCnaW+wyWmW+Z4+IbEKdVo/9GVfgbgZjkxlLVauFncw8Wxi39PLBtEFBYpfRKgYQEYkqo7gKL393Boezy8UuxWjO9nKzGymhl68rbor2hkIuxbojORDMuP847wERkah6uNqLXUKHaXQGONnLUGNG968eGBqCR0aEiV1GuzCAiEg0+zOu4NhFy2v5XFevN0Ahl8PBrunFpOsND71BMGl37dVJFzG2j49ZDbnTEl6CIyKT+/VsIdYfzYEEEqzYnSl2OZ1SqdGhTmto8tLorr0c7GQmredSWQ1WJ10y6TE7ii0gIjIZrd4AO5kUvfzccOuyPXBzsLyOB5Ygt5sm7utqDCAiMpnnvjmJipp6qGuvjX6gqtWKXFH3s5dLge6bS69ZGjMdW+9GvARHRCbzvwcGYnSUN87kqyx2cE9jlVfXw8PEXczfvqe/SY/XUQwgIjKZi6XV+NDC7/l0RKUJx7sL7+EMP6WDyY7XGQwgIjKZEE8nnH5tAp4bFyV2KSZlyl5wpu700Bm8B0REJnN9XLJgC+giTN2PAUREJpN1pQrF6jq8/1u62KV0GV83BWL83eBoL4ODnQyOdjI42V/70+GPP3PLa/FF0sUm24Z6OWFMLx84K2RwspfD2V4GJ4UcSZml+PFkgdG1DAhSYtbI8K74WCbBACIik0ktVOOZdSfELqNLzb05os0v/YKKWtRqdVh/NBe3x/ohxMsJt0T7ICHMA3aypndCbo72xrazRVhxXzwSwjzw+JpjOJWnarOW/kHumBof2OHPYmoMICIymeRLV8UuocsN6+nV5joB7o5482/9sHRqP0gASNuYIsHXzQFfPz4UQ8I9AQBfPDoYz6w7gZ7ezhgc5gkfNwXcHe2RUVKJEzkVuFKpgUEQ8MKE6K74SCbDACIik7HEEa9bMiDYHZNi/dDLt33TSEgkEhgzcPb18AEALxcF1j8xrMk6MQFuuCvOclo8N2IAEZFJLNhwwmKe0G+PiX198eTNEWKXYdHYDZuITCLa1xXHcyrELqPLyCTmOQ+QJWEAEdmwEnUdilR1UNdpoTcIzc4dU6Kuw6XS6lb3o9Hp8d7OdBzPuQpBELArtRif7stq1OIZH+Pb5fWLyZynurYUvARHZIMMBgFrj1zG27+moUqjw/yxUdh9oRgx/m74f3/rh/LqenyyNxsGQcDF0mrsTb+CkZFemD26J7xdFNAZBIR5OcHd6dpcPvvTS7FiVwZW7MqA0tGuYYy3T/ddxP1DgvHA0BBE+7qih4sCpVUmHhitm0jZAuo0iWDO0+X9Qa1WQ6lUQqVSwc3NTexyiCxWTb0OK/dk4efThbjYQqvGz80BTvYyZLfR6pFKgEGhHhjXxxc55TVYeySnxXVlUgl69nBGdmk19CYcFaC7yKQS7Fh4EyK8XcQuxSy19zubLSAiK2cwCNibcQXbzhTiu+P5bQZAkbquffsVgGOXruJYO7pW6w0CMkqq2rVfSxDq6cTw6QIMICIrJ5EAC9afgNqEA2JaG2d7GX56dhQuXqluseVIxmMAEVm5C0WVqNQwfDrK09keUT4uiPB2YaunizGAiKyYRqfHaz+ds5m5d7rDgrFReGREmNhlWCUGEJEVOZJdBm9XBXLKa5BbXoNfzhTi6MVyscsye/YyKTY9NRwSSCCgcVr38mvfSAdkPAYQkRX4NjkXy3emo0DVvg4Etk4ulWB4hBfsZFLYy6Swk0sR5eMKR3vLmUvHGjCAiCyUIAjQ6AzYlJKH7eeKGD5GUDra4avHh4pdhs1jABGZuQtFargo5Aj6yyRupVUaPPLFUZRX16OQwWM0PkNqHhhARGZMVavFQ58fQWlVPcK8nBDo4YjYACW+Tc7F1Rqt2OVZpBfGR2MmOxWYBQYQWbSaeh1yymvQ2886R8goqKhFWXU9AOBSWQ0uldUgKbNM5KosVw8XBXr5uULpaD3TQlgyDkZKFudwdhne25GGoxfLcfdHB3Hb8v3YfaHYJMdesSsD+zOumORYAOBoJ2MX6i700sRemNDXT+wy6A9sAZHZKqmsQ05ZDRLC/pyY62p1PZ5ZdxylVfVYsTuzYflTXx/Hxw8PwphePt1SS05ZDX48mY8VuzKwdvZQ1NbrG/WYKlTVIimzDD+dKsDICC/cMygIPVwURh/nTJ4K3yTnQFWrg0arx7FL7ELdlWq1erFLoL9gAJHZeuPnVGw5VYDJ/f3Rw9keVRo90orVKK2qb7KuRmfAv7dewJVKDQKUjhja0xN2sq5p4FfU1GPC8r2o0xoAADM+PYxoXxdodAaEeTljSLgnViddbKhrX/oVHL1YjrF9fHG5vBrJl67i2VsjMTTcq81uvv/7PRO/nivqkrqpKXUt75uZEwYQmaUfT+Zjy6kCAMAvpwvbtU1acSVe2nQaAHBXXABen9IXHs72na6ltKq+IXyuSy++NrDm5bIa7E1veklu14US7LpQ0vDzo6uPwdVBjvF9fPHqHTHwbKGutOLKTtdLLTtfqIbBIEDKuXzMAu8BkVn68WRBp7cf+fZuzFt3HCmXO3YZS28Q8Nm+bExesb9TtVxXWafDtrNFDXPlNKe00jrmyjFX284W8TKcGWELiMyCIAg4nadCb39XJGWW4nhO20P8t6WmXo9fThfil9OFuH9ICN66u1+z6322Lxuf7c+Gg50Mvm4K+Lo5wNPZHmfyVTjRxVNI12r1uP/Twzjw8hjI/7hEaDAIkEiA5MtX+eVoAnr26jAbDCAymZO5FSit1MDJXob8ilooHe1wU7Q3qjQ6vLjxFH5Pu4JQLydcLqtpe2dG8nZtvkNAyuWreGtbKq5PkZNT3vXHvlGRug4bjuXib/GBqNXqcfM7v0PAtcCk7mewggnxrIXRAZSfn4+XX34Z27ZtQ21tLaKjo7Fq1SoMGjSoxW327t2L559/HufOnUNAQABeeuklzJ07t1OFk2Wp0ugw/eNDqNc3vpfiZC+DvVyKij8equyO8AGA74/nYUKML2IDlQ3LDmaVYv76kxDj++jVH85i5Z4s6AwGVDN4TMoaZmS1FkYF0NWrVzFy5EiMGTMG27Ztg4+PD7KysuDu7t7iNhcvXsSkSZMwZ84cfP3110hKSsLTTz8Nb29v3HPPPZ2tnyzEgYzSJuEDXPut3xS/+eddrcUdHxxAjL8bbunljSJ1HX44kS9K+FyXX1Er3sFt1M3R3nCw44Cj5sKoAHr77bcRHByM1atXNywLCwtrdZuPP/4YISEhWL58OQCgT58+SE5OxrvvvssAsiGmelC0LecL1ThfqBa7DBLBkzf3xLg+vnBW8M6DuTCqF9xPP/2EhIQE3HvvvfDx8UF8fDw+++yzVrc5dOgQJkyY0GjZxIkTkZycDK22+d5AGo0GarW60Yssl8EgYPcF040eQHSjW3v7YPHtfTD4Lw81k/iMCqDs7GysXLkSUVFR2L59O+bOnYv58+cjMTGxxW2Kiorg6+vbaJmvry90Oh1KS0ub3eatt96CUqlseAUHBxtTJpmZzCtVKK1i92ISz+zR4WKXQM0wKoAMBgMGDhyIN998E/Hx8XjyyScxZ84crFy5stXtJDeMfS780Q3yxuXXLV68GCqVquGVm5trTJlkZlJ5yYtENjTcS+wSqBlGXQz19/dHTExMo2V9+vTBd9991+I2fn5+KCpqPLRISUkJ5HI5vLya/0uhUCigUBg/jhaZpwtFfLqfxCORAE9+lQKDIEBvEGAQBCy5sy96eruIXZrNMyqARo4cibS0tEbL0tPTERoa2uI2w4cPx5YtWxot27FjBxISEmBnxyHRbcEFtoBIRIIA/Jb6ZycYmVSCYE+nVrYgUzHqEtzChQtx+PBhvPnmm8jMzMS6devw6aefYt68eQ3rLF68GDNnzmz4ee7cubh8+TKef/55pKam4osvvsCqVauwaNGirvsUZNbYAiJzIpNIumygWuoco/4vDB48GJs3b8b69esRGxuLN954A8uXL8eDDz7YsE5hYSFycnIafg4PD8fWrVuxZ88exMXF4Y033sCKFSvYBdtGVNRwymgyH4+OCMOeF28Ruwz6g0QQzH9gJLVaDaVSCZVKBTc365z50lrtSi3G418mi10G2biEUA88PDwUIyJ6tDgsE3Wd9n5n84ks6jZn81V4/ttTYpdBBF83B9wVFyh2GXQDXgilbnE2X4UHPz/S6tQDRKbip3QQuwRqBgOIuhzDh8yNrplxCEl8DCDqUucKVHhoFcOHzIuWI2CbJQYQdZmcsho8+PmRhqkViMyFBfS1skkMIOoyH+zOYPiQWbopylvsEqgZ7AVHXSK/ohabT+SLXQZZsd5+rrgrLhAllXXYfrYIBc08XzY4zAMllZqGiQ3t5VIsu3cAbu/nb+pyqR0YQNQlPtuXDR2vs1MH9fZzxaMjwpBy+Sp+OVMIhVyKQA9HjIjogXqdAbGBSkyNC4D8jxEM/nlHDE7lqbDtbCGuVGoQ6umMUVE9MCjUA5dKqzH1oyRU1GixcFw0pgwIEPnTUUsYQNRppVUarD+a0/aKRH9xU7Q3ZiQEI9rXBZE+LpBIJLhvSAiW/i0WCnnrs5ZKJBLEBbsjLti9yXs9XBXQGwRE+7rgkREtj1NJ4mMAUaeo67R4ceMpaHTs5krtF+juiA/uj4fSsemAxG2FT1s2HM2Bt6sCa2cPg5M9v+LMGf/vUIddKFJj7lcpuPTH9Xai9pBKgPdnxDUbPp2l1Rvwe1oJ1s8ZxiF3LAADiDrkhxP5eOX706jTsuVDxnlmTCSGhHfP1NhSiQQfPTAISidO9WIJGEBktDqtHs99c1LsMsgCxYe4Y/7YqG7bv0wqYfhYED4HREbLu8pLbmQ8F4Uc/50R39CTjYh/E8hol3nPhzrgjal9EeLFmUjpTwwgMlpOOQOImpJLJRgf49vse1PjAvC3+CATV0TmjveAyGhsAdGN4kPc8e+7+6OXnyt+OV2IFzaebOigEuThiH9NjRW5QjJHDCBqtyuVGnyRdBEncivELoXMhLerAosmRGPaoGDIpBIAwOT+/gjxdMLML45AXafDf++Lh5sDOwZQUwwgard3fr2AjSl5YpdBZsDRToYnbuqJJ27qCWdF068RiQSorNNh/q1RGBTqIUKFZAkYQNRuDnade0KdLJ9MKsH0hGAsGBvV6iyj72xPQ1ywO+aNiTBhdWRpGEDUbk72DCBbNjqqB16bEoNIH9c21131SAL0BoFdrqlVDCBqkyAI2JN2BbsulIhdColA6WiHt+/ph4l9/SCRSNq1jZ1MCjaYqS0MIGrk17NFWHvkcqNlJWoN0oorRaqIxBSgdEDi40Pa1eohMhYDiABcG9V6yU/n8d1xdjKgawLdHbHpqeHwVzqKXQpZKQaQDbhcVo1Ad8cWr8cfvViOhd+cRH5FrYkrI7HIpBLo25hAcN6YSIYPdSsGkJWrqdfhwc+PQKs3YFhPLwzv6YU74wIa5kn58WQ+Fm08Ba2es5laOw8nO0zs64f7hoRgQJASNfV6FKvr8NpP57A/o7TRuj1cFLh7YKBIlZKtkAiCYPbfPGq1GkqlEiqVCm5ubmKXYzFWJ13Eil0ZuFqjbbTc3ckOvXxdcamsGsVqjUjVkSlcD53J/f0xrKcX7JppBRsMApbtTMP/fs9qWPbixF6YNybSlKWSFWnvdzZbQFaoTqvH8ctX8fn+i03CBwAqarQ4crFchMrIFFwd5Jjcz7/V0PkrqVSCF8b3QlJmGU7mVsDZXoaHhnIqa+p+DCALllZUic/3Z0MvCFA62uFQVhlKq+pRUVMPXRvX98k6DQh2x8cPDTT63o1UKkEffzeczK3A/UNCOKcOmQQDyEKdyq3AzC+OQlXbtIVDtum+wcFYcldfKOTGP4CTd7UGm1JyIZdK8Nio8G6ojqgpBpAFqqipx+NfJjN8qMHdAwPx73v6d3j7j/ZkQasXcM/AIAS4s+cbmQbHybAw6jotnll3AqVV7DxA17gq5Hjl9t4d3j7vag02JucCAJ64qWdXlUXUJraAzNyXBy8hNlCJEnUdMkqq8OXBSyirrhe7LOpiwZ6OmDksDHfFBUBhJ4PeIEBvEGAQBOgMAgx//LdBADJLqjAnMblh2wXjouDj2vLAoG3Zeb4YWr2AcX180MuPIx6Q6TCAzJBWb0BaUSWW/5aB31KLxS6HutHN0d54ZEQobo72aZhPpy219fqG/47yccEjI8I6VcOjI8Iwtrcvgjx46Y1MiwFkZgRBwPj39iKnvAbsyGadXBVy3JsQjIeGhaCnt4vR22v1hob/fv3Ovm12s26LRCJBiJdTp/ZB1BE2E0B1Wj0Ucmm7R/MVw5HsMlwoqsQlTnltlQKUDnh6TCT+Fh/Y7CRu7XG5rBoLvz0JAJjUzw8jI3t0YYVEpmUzAVRbr8eu1BJM7u8vdimNpFy+im+P5SLzShXO5KlQ/5ffbsl6ONnL8OVjQxDl2/F7LMmXyvHEVykor66Hg50U/5gc04UVEpmezQSQh7M96rR6LNlyDqMie6BOa4BGp0ed1oA6rR4a3bU//ZUOGNvHF96uCpPU9fpP53AmX2WSY5F4/jNtQKfC52y+Cg+tOoI67bVfUJ6+JRKB7C5NFs5mAggA7hkUBAHAnMTkVu+vSCRnMDDEAxNifDGhrx/Cezh3Sz1lVRoUqjgCtbWbMzq8Uy3v0ioNnkhMbgifYE9Hdpcmq2BTAQQA0wYFwcFOiuc2nGxxuBpBuHZpLOXyVby17QIifVwawqh/oBLSv/RWEgShQ/eVCipqsfCbkyitYpdqazY+xhcv39bxZ3TqdQY89XUKClR1Dcv+eUdfOHC6UbICNhdAAHBH/wDYy6R4Zt2Jdt1zySypQmZJFT7akwUfVwXGxfjCXiZF8uVypBdXwddNgVBPZ4R6OWFgiAeGhHsiyMOxxWDalVqMx79MbvY9sg6OdjL8Y3IfPDg0pFMdXzam5OLYpasAALlUgsn9/TGuj09XlUkkKpuejmFv+hXMSUxGvc4Ae5kU780YgNp6PX46VYCDWWVtTtjVGj83BwwO90RCqAdiA90Q5euKsqp6rD+ag8/2Z8P8zzp11IBgd7w/fUCHulg3J+tKFarqdOjl58qWD1mE9n5n23QAAcDn+7Ox9JfUJvOflFZpsPVMIbacKmj4DZSoNTKpBM+MicQzt0Z2+tkcIkvGAGong0HAA58fRlpRJX6cN6rZB/LyK2rx86kCbDldAJlUivsGB+P/fjjLKQ+oQZiXE96fEYf4EA+xSyESHQPICHlXa3D78v2I8HHB90+NaNTJoCWzv0zmMDkEAHhgaAhendynYZpzIlvX3u9sXicAEOThhNfv7IuTuRX4/kR+u7a5OZpPoBPw3/vi8Obf+jF8iDqAAfSHuwcG4ra+fvj3tguorGt9nh2d3oCvD+eYqDIyV5P6+eGuuECxyyCyWDYTQAcySjHh/b0tvi+RSPDm3f3gopChpLLluXYEQcC6ozlIK67sjjLJQjjZy/B/d3AoHKLOsJnrBvkVNci/2vqoA57O9tjz4hgA14KmUqNDVZ0OqlotTudV4HB2OQ5nl6HwLw8Fkm16blwU/JUcCoeoM2wmgK7WaKHVt93f4tezhVh/NBdn8lUo58Rv1IxoXxfMGhkudhlEFs92Aqi6HvV6AyrrtHB1sGt2nd/OF2PeuhOdegCVrN/Sqf34nA9RF7CZf0V3DwyCo50MSZllzb5/JLsM89YdZ/hQq+4eGIgh4Z5il0FkFWwmgHr5ueKdaf2xYlcGLpZWN3pvf8YVzFpzDBod5+Khlrk5yLH49j5il0FkNWzmEhwATBkQgJzyGtz54QE8dUsEPJzsUaSqw0d7Mtt1f4hs24u39TbZPFFEtsCmAggA5o2JxMS+fnjn1wvYk34F9Wz1UDv0D1LigSEhYpdBZFVsLoAAINLHBZ/OTIBGp8fZfDVSLpcj+dK1+X/K2PONbiCRAG/cFQtZO4ZoIqL2s8kAuk4hl2FQqAcGhXrgiZuuPftzqawGyZeuBVLy5XJkXalue0dk1R4cGoIBwe5il0FkdYzqhPD6669DIpE0evn5+bW6zdq1azFgwAA4OTnB398fs2bNQllZ8z3RxCaRSBDewxn3JgTj7Wn9seuFW3Di/8bj85kJmHtzBAaHecBebjP9NjqkE3OvmSUvZ3u8OKHjM5oSUcuMbgH17dsXv/32W8PPMlnLE2QdOHAAM2fOxPvvv48pU6YgPz8fc+fOxezZs7F58+aOVWxiHs72GBfji3ExvgDQ6LLdoawyJGWV8T7SX5j/2OrGWTypD5ROzT83RkSdY3QAyeXyNls91x0+fBhhYWGYP38+ACA8PBxPPvkk3nnnHWMPazYaX7aLQE29DkmZZdiVWoxdF0pwpZVx5GyNRGLZgTQkzBP3DORgo0TdxejrSRkZGQgICEB4eDjuu+8+ZGdnt7juiBEjkJeXh61bt0IQBBQXF2PTpk2YPHlyq8fQaDRQq9WNXubKyV6O8TG++Pc9/XFk8Vj89MxIzB8bhdjArp+3yNJYcvjIpBL8a2pfSKztmiKRGTFqQrpt27ahpqYG0dHRKC4uxtKlS3HhwgWcO3cOXl5ezW6zadMmzJo1C3V1ddDpdLjzzjuxadMm2Nm1fFnj9ddfx5IlS5os764J6bpLkaoOuy4UY3dqCQ5klvJBVwvh66bA/LFReHBoqNilEFkkk8yIWl1djYiICLz00kt4/vnnm7x//vx5jBs3DgsXLsTEiRNRWFiIF198EYMHD8aqVata3K9Go4FG8+elLLVajeDgYIsLoL+qrdfjYFYpfkstwe4LxShWm/ZS3f1DgnH0ovn06jPHy3Ojo3rgwaGhGNfHB3KO9UbUYSabknv8+PGIjIzEypUrm7z38MMPo66uDhs3bmxYduDAAYwePRoFBQXw9/dv1zG6e0puUxMEAWfz1dh1oRi7UktwJl/Vrce7e2Aglt07AIIA/HquCB/szkRqofle1jQlDyc73JsQjAeGhCCsh7PY5RBZhfZ+Z3fqOSCNRoPU1FSMHj262fdramoglzc+xPVec53MPYsmkUjQL0iJfkFKPDcuGsXqOuy+UIJdqcU4kFmKOm3XXaqL8XfDm3/r90e3eWBSP3/cHuuH3RdKsGJ3Jk7lVnTZsSxJQqgHHhwWgttj/eFg13JPTiLqPka1gBYtWoQpU6YgJCQEJSUlWLp0Kfbu3YszZ84gNDQUixcvRn5+PhITEwEAa9aswZw5c7BixYqGS3DPPfccpFIpjhw50u4ira0F1Jo67Z+X6g5llSGnvKbDI3S7O9lhyzOjEOzp1Oz7giAgKbMMK3Zn4OjF8s6UbRFcFHL8LT4QDwwNQR9/6/57RCSmbmkB5eXl4f7770dpaSm8vb0xbNgwHD58GKGh127WFhYWIicnp2H9Rx99FJWVlfjwww/xwgsvwN3dHbfeeivefvvtDn4s6+dgJ8OtvX1xa+9rzx3V6wzIKa9GZkk1skurkFVSjawrVci6UoXKOl2L+5FKgBX3xbcYPsC1ltioqB4YFdUDR7LL8OHvmdifUdrln6kzZFJJl02R8eED8bill0+X7IuIOq/T94BMwZZaQO0lCAJKq+pRqKpF1R9Th1dpdKjXGeDqYIcAdwfEh3gYvd+TuRX4cHcmfkst7oaqjdeVnRWmxgVg+X3xXbMzImqRyTohmAIDyPTOF6ix9JfzOJgl/rBJUgnQFY0ge7kUR/8+Fu5O9p3fGRG1qL3f2exrSs2KCXDDivvj4Wwv/g36rpqktl5nwOYT+V2zMyLqNAYQtaiHiwJP3BQhdhldasPRXJvugUlkThhA1KrZo8PRw8V6ZgFNK67ECRvtek5kbhhA1CKDQcAvZwqhN1jXEEIbjua0vRIRdTsGEDXrVG4F7l55EC9tOo2rNVqxy+mQlmYw3XKqEJV1lvmZiKyJTc+ISk2VVWnwzq9p+DYl1+zGajNWS+NY12r12HKqEA8MDTFpPUTUGFtA1GDtkcsY8+4efJNs+eEDAK19hA3HeBmOSGwMIAIAfJuci39sPgt1K6MrWJPTeSqcK+jeQWCJqHUMIBvw/fE8vLjxVIvvH8+5ilc3nzVhReZhw9FcsUsgsmkMIBuQeOhys2O86Q0Cdp4vxtyvUlCvt66ebgDaHEPuh5P5qK3Xm6gaIroROyFYOZ3egNRCNexlUpzNVyE2UAlVjRbfJOfgq8OXkVteK3aJoqms0+GXM4WYNihI7FKIbBIDyMpll1ZDozNAozPgbx8lYUwvH+zPKEWtlr/5A8CXBy9halwAZ0AlEgH/1Vm5w9l/Diaq1QvYcb6Y4fMXZ/JV+M/2NLHLILJJbAFZoSJVHX48mY/NJ/JxoahS7HLM3if7sjEg2B2T+rVvingi6hoMICtSWafFaz+ew+aT+VbxHI8pvbjxFKJ9XRDp4yp2KUQ2g5fgrMTpvArc8cEBfH+C4dMR1fV6PPFVCofoITIhBpCFEwQBn+/Pxj0rD+JyWY3Y5Vi07CvVeHHjaU7XQGQiDCALVlalweNfJmPpL6nQ6vml2RV+PVeEj/dmi10GkU1gAFmoQ1llmLRiP3ZfKBG7FKvzn+0XkJTZ9MFdIupaDCALo9Hp8e9tF/DA54dRrNaIXY5VMgjAs+tPIL/Cdh/SJTIFBpAFOZOnwpQPDuDjvVnsaNDNyqvr8dTXKajjM1NE3YYBZAHqdQa8tyMNUz9KQnpxldjl2IzTeSos2XJO7DKIrBafAzJzqYVqvPDtKZwvVItdik1afzQXccHumDGYk9cRdTUGkJnS6Q34eG8W/rsrgz3cRPZ/P55DH3839A9yF7sUIqvCS3BmKKO4EnevPIh3d6QzfMxAvc6Ap74+jvLqerFLIbIqbAGZEb3h2kOly3amo15nffPzWLL8ilrMX38CXz42BDKppFP7EgQBN05VJAEgbWO/Wr0B5dX1KK3SoKyqHmXV1/5U1+kQ7euCAUHuCPJwhETSufqITIUBZCYullZj0cZTSLl8VexSqAUHMkvx7o40vHxb707tZ/OJfDz/beMZat+5pz+mDw5u+Pl4zlV8vj8bpVX1KKvSoKy6HhU1bQ8T5OVsjwHB7hgQ5I4BwUoMCHKHh7N9p+ol6i4MIDNwIKMUsxOPoU7LVo+5W7knCwOC3HFbrF+Htr9cVo3/+6Hp9Of28sZXw49kl2PrmSKj919WXY/dF0oaPaAc6uX0RyC5Iy5Yib4BSjjYyYwvnqiLMYBEdvRiOeYkJjN8LMiijacQ6eOCSB8Xo7bT6g2Yv+EkqpuZBlxxQwBdLqvuVI2N91WDy2U1+OlUAQBAJpUgNlCJH54ewct1JCp2QhDRydwKPLbmGCeIszBVGh3mfp2CKo3OqO2W/5aOU7kVzb6nqv3z8lqxug5b/giL7qA3CDiVW4FCVV23HYOoPRhAIimt0mDmqiNGf4mRecgsqcJLm061e+TsQ1ll+GhPVovv/33zGby/Mx06vQH/75fUZltJXS3rCh9qJnExgETiopCz5WPhtp4pwmf72x45u6KmHgu/Odnq8EkGAfjvrgxMXnGg4VJZd8sqYQCRuBhAInGwkyHG303sMqiT/r3tAg5mtTxydkFFLV749hSK1O273JVWbJop1CUSwN2JveNIXOyEIKK4YHecylO1e313JzsoHe3g5mCHS6XVqOTlO9EZBODZdSew5dlRCHB3BABkllRi+7libD9XhNNG/P81FSd7GZbPiMOEvh3ryUfUVRhAIooP8cCXhy63uo67kx0eHhaK+4eENHzBAdeG6jmVV4EPd2fi97Qr3V0qtaLsj5GzR0b2wPZzRci60nU92LpagNIBnz8yGDEBbH2T+CSCBcw/rFaroVQqoVKp4OZmPf9wBEFAbnktTuZV4GROBU7lVeBsvgqaP0ZBCFA6YO2cYQjv4dziPgwGAasOXMTbv16A7sbH64n+Ij7EHZ88PAg+rg5il0JWrr3f2WwBiUgikSDEywkhXk64c0AAgGvPiqQVVeJEbgVuifZGsKdTq/uQSiWYc1NPDA73xDPrjiPvKidRo+Y9Mbonw4fMCjshmBk7mRSxgUo8PCy0zfD5q7hgd2yaOwIhRmxDtuWTfdmoNUH3bqL2YgBZET+lA9bNGYoAJX/LpaZO5lbgdF6F2GUQNWAAWZkgDyesmzMMPq4KsUshM3Nrbx8M7ekldhlEDRhAViishzPWzRkKL46CTH+wl0vx90mdG8WbqKsxgKxUpI8rvp49FO5OdmKXQiKSSSW4f0gw9iy6BZE+rmKXQ9QIA8iK9fF3wzdPDEewp2PbK5NVevqWCLx1d/9Gz5ARmQsGkJXr5eeKH+eNwvBWrv337OGMpVNjMTKS9wesTbAHe0WS+WIA2QBPZ3skPj4EjwwPbbS8p7czls+Iw87nb8ZDw0Lx9eNDsXxGHBzs+NfCWrDlQ+aMD6LaCDuZFEvuikVsoBLnCtQYGOqByf38IZP+OSGZRCLB1PhAyKQSPLv+hIjVUlcJcGeXfDJfDCAbc29CMO5tY50pAwJwtkCFT/a2PdUANSaTSqA3oyGR/JVsAZH5YgBRs16a2BvnC9TYn9HyVAP0p0B3Rzw0LBQzBgdDJpEgvaQSF4oq8dv5YuxNF2ewWE9nezjay0Q5NlF7MICoWTKpBO9Nj8PIf+9Gvd4gdjlmbcmdffHg0BDIZX/eOxsc5onBYZ54cEgI3t2R1upsqN2Fl9/I3PFuM7XI21WBO/r7i12GWevj74aZw0Mbhc9fSaUSvHRbb/xnWv9G99u6k71MinF9fPD8+GiTHI+oo9gColY9PDwU35/IF7sMszVvTAQkkraD5d6EYLgo5Hh2/YlumTZDLpVgdFQPTO4fgPExvlA68gFkMn8MIGpVXLA7+gcpzXJmT3MwNLz9z07d3s8fH8ukeHrt8TYva3o522PKgADsS7+C7NLmJ7iTSSUYEeGFO/r7Y2JfP06xTRaHAUStkkgkuD3WnwHUAmNv8o+L8cVnjyTgicTkhokH/0ouleDREWGYPy4Kbg52EAQB5wrU2HK6AD+fKkShqhbDenphcn9/3NbXD14uHHSWLBcDiNrEB1Nb5iA3/tzcHO2N1bMGY1NKHryc7eHlooCnsz16uNgjyse10TxQEokEsYFKxAYq8fLE3qis00HJ8f3ISjCAqE3O9vxr0hx7mbTFzgdtGRHRAyMiehi1jVQqYfiQVeGvttSmmICW53S3ZWwZEnWOUf+CXn/9dUgkkkYvPz+/VrfRaDT4xz/+gdDQUCgUCkREROCLL77oVNFkWtG+rrDv4G/61koqAR4aFtr2ikTUIqOvrfTt2xe//fZbw88yWes3YadPn47i4mKsWrUKkZGRKCkpgU6nM75SEo29XIqwHk5IL64SuxSz0NvPFW/f0x8Dgt3FLoXIohkdQHK5vM1Wz3W//vor9u7di+zsbHh6egIAwsLCjD0kiUynNyCnvEbsMkRnL5Ni/thIPHlzBOzYIiTqNKP/FWVkZCAgIADh4eG47777kJ3d8oCVP/30ExISEvDOO+8gMDAQ0dHRWLRoEWpra1s9hkajgVqtbvQi8WReqUKd1raH40kI9cDWBaPxzK1RDB+iLmJUC2jo0KFITExEdHQ0iouLsXTpUowYMQLnzp2Dl1fTB/Kys7Nx4MABODg4YPPmzSgtLcXTTz+N8vLyVu8DvfXWW1iyZInxn4a6XNaVKqxJuiR2GaJxtpfhldt748GhoZCaaCgdIlshEQShw+OCVFdXIyIiAi+99BKef/75Ju9PmDAB+/fvR1FREZRKJQDg+++/x7Rp01BdXQ1Hx+aHitdoNNBoNA0/q9VqBAcHQ6VSwc2NPbJM5ejFckz/5JDYZYhmTC9vLP1bPwRyUjcio6jVaiiVyja/szv1gIezszP69euHjIyMZt/39/dHYGBgQ/gAQJ8+fSAIAvLy8hAVFdXsdgqFAgoFn/AW25HsMrFL6BZKRzv4uTnAT+mA5EvlqK7XN3rf09ker02JwZ0DAto1zhsRdUynAkij0SA1NRWjR49u9v2RI0di48aNqKqqgouLCwAgPT0dUqkUQUFBnTk0mcCRi+Vil9AhPVzsMSjU44+QcYSfUgE/N0f4KR3g5+bQaPicH0/mY8GGkw0/T40LwD+n9IWnM8dVI+puRgXQokWLMGXKFISEhKCkpARLly6FWq3GI488AgBYvHgx8vPzkZiYCAB44IEH8MYbb2DWrFlYsmQJSktL8eKLL+Kxxx5r8fIbmY/sK5bV7TrE0wlP3NQT0wYFwcGufWO03RUXCGd7ObaeLcSUAQEY08unm6skouuMCqC8vDzcf//9KC0thbe3N4YNG4bDhw8jNPTaA3mFhYXIyclpWN/FxQU7d+7Es88+i4SEBHh5eWH69OlYunRp134K6hYdHWbG1PoGuGHuzRG4PdavQzWPi/HFuBjfbqiMiFrTqU4IptLeG1rUtca9txeZJebbChoR4YWnbonAqMgevFdDZEZM0gmBrJs5Dr8jkQC39fXD3JsjOBIBkYVjAFGL7Dow1UB38nCyw8a5IxDp4yJ2KUTUBczrG4bMisLMWkCv3N6b4UNkRczrG4bMir0ZtYDigt1x76Bgscsgoi7ES3DUhCAI+D2tBBkllWKXAuDafZ837orlUDhEVoYBRA0EQUBSZhmW7UzDiZwKsctp8ODQEPQLUra9IhFZFAYQAbg27tuyHWlmN/qBp7M9Fk3oJXYZRNQNGECE/2y/gP/9niV2Gc16+bZecHfisDhE1sh87jKTKLR6A345XSh2Gc3ydVNgGjseEFktBpCNs5NJ8c2TwxHta37dm6fGBULGjgdEVosBRPB1c8C3Tw5HfIi72KUAACbE+CIh1AP3DwkRuxQi6ka8B0QAAHcne3z9+FA8+VUKDmSWilbHkzf1xOJJfUQ7PhGZDltA1MBZIcfnjyRgRETT6dVNoYeLAo+ODBPl2ERkemwBUSMOdjJ89fhQpBVVIvlyOY5eLMexS+UoVmva3rgDxvXxxfgYHwwJ90KYlxNHtSayIZyOgdokCAK+PpKD//vhbJfuN8LbGdufu8li5h0iovZp73c2/+VTmyQSCe4dFNTl01T/fVIfhg+RDeO/fmoXBzsZHh4W2mX7u62vH27tzemviWwZ7wFRu80fGwWt3oDdF0qQdaUKWr1xV2/jQ9xxe6wfbuvrjxAvp26qkogsBe8BUYdsP1eEp75OgaGFvz1yqQSO9jLE+Lvh9lg/TIz1g7/S0bRFEpEoOCU3dauJff3w3VMjUFuvh5NCDheFDM4KOZzs5HC0l5nVXEJEZJ4YQNRh8SEeYpdARBaMv6YSEZEoGEBERCQKBhAREYmCAURERKJgABERkSgYQEREJAoGEBERiYIBREREomAAERGRKBhAREQkCgYQERGJggFERESiYAAREZEoGEBERCQKi5iO4fqceWq1WuRKiIioLde/q9ua79QiAqiyshIAEBwcLHIlRETUXpWVlVAqlS2+bxFTchsMBhQUFMDV1RUSiUTscoymVqsRHByM3NxcTin+B56Txng+GuP5aMqSzokgCKisrERAQACk0pbv9FhEC0gqlSIoKEjsMjrNzc3N7P/imBrPSWM8H43xfDRlKeektZbPdeyEQEREomAAERGRKBhAJqBQKPDaa69BoVCIXYrZ4DlpjOejMZ6PpqzxnFhEJwQiIrI+bAEREZEoGEBERCQKBhAREYmCAURERKJgAHXSypUr0b9//4aHw4YPH45t27a1uo1Go8E//vEPhIaGQqFQICIiAl988YWJKu5+HTkna9euxYABA+Dk5AR/f3/MmjULZWVlJqrYtN566y1IJBI899xzra63d+9eDBo0CA4ODujZsyc+/vhj0xRoYu05H99//z3Gjx8Pb2/vhr9T27dvN12RJtTevx/XJSUlQS6XIy4urlvr6g4MoE4KCgrCv//9byQnJyM5ORm33nor7rrrLpw7d67FbaZPn45du3Zh1apVSEtLw/r169G7d28TVt29jD0nBw4cwMyZM/H444/j3Llz2LhxI44dO4bZs2ebuPLud+zYMXz66afo379/q+tdvHgRkyZNwujRo3HixAn8/e9/x/z58/Hdd9+ZqFLTaO/52LdvH8aPH4+tW7ciJSUFY8aMwZQpU3DixAkTVWoa7T0f16lUKsycORNjx47t5sq6iUBdzsPDQ/j888+bfW/btm2CUqkUysrKTFyVuFo7J//5z3+Enj17Nlq2YsUKISgoyBSlmUxlZaUQFRUl7Ny5U7j55puFBQsWtLjuSy+9JPTu3bvRsieffFIYNmxYN1dpOsacj+bExMQIS5Ys6Z7iRNCR8zFjxgzh1VdfFV577TVhwIAB3V5jV2MLqAvp9Xps2LAB1dXVGD58eLPr/PTTT0hISMA777yDwMBAREdHY9GiRaitrTVxtabRnnMyYsQI5OXlYevWrRAEAcXFxdi0aRMmT55s4mq717x58zB58mSMGzeuzXUPHTqECRMmNFo2ceJEJCcnQ6vVdleJJmXM+biRwWBAZWUlPD09u6EycRh7PlavXo2srCy89tpr3VxZ97GIwUjN3ZkzZzB8+HDU1dXBxcUFmzdvRkxMTLPrZmdn48CBA3BwcMDmzZtRWlqKp59+GuXl5VZ1H8iYczJixAisXbsWM2bMQF1dHXQ6He6880588MEHJq66+2zYsAHHjx/HsWPH2rV+UVERfH19Gy3z9fWFTqdDaWkp/P39u6NMkzH2fNxo2bJlqK6uxvTp07u4MnEYez4yMjLwyiuvYP/+/ZDLLfdrnC2gLtCrVy+cPHkShw8fxlNPPYVHHnkE58+fb3Zdg8EAiUSCtWvXYsiQIZg0aRLee+89rFmzxqpaQcack/Pnz2P+/Pn45z//iZSUFPz666+4ePEi5s6da+Kqu0dubi4WLFiAr7/+Gg4ODu3e7sapR4Q/Bi2xxClJ/qqj5+O69evX4/XXX8c333wDHx+fbqjQtIw9H3q9Hg888ACWLFmC6OhoE1TYjcS+BmiNxo4dKzzxxBPNvjdz5kwhIiKi0bLz588LAIT09HRTlCeK1s7JQw89JEybNq3Rsv379wsAhIKCAlOU1602b94sABBkMlnDC4AgkUgEmUwm6HS6JtuMHj1amD9/fqNl33//vSCXy4X6+npTld4tOnI+rtuwYYPg6Ogo/PzzzyasuHsZez6uXr3aZH2JRNKwbNeuXSJ9EuNZbtvNjAmCAI1G0+x7I0eOxMaNG1FVVQUXFxcAQHp6utXMedSS1s5JTU1Nk8sIMpmsYTtLN3bsWJw5c6bRslmzZqF37954+eWXGz7rXw0fPhxbtmxptGzHjh1ISEiAnZ1dt9bb3TpyPoBrLZ/HHnsM69evt6r7g8aeDzc3tybrf/TRR9i9ezc2bdqE8PDwbq+5y4gcgBZv8eLFwr59+4SLFy8Kp0+fFv7+978LUqlU2LFjhyAIgvDKK68IDz/8cMP6lZWVQlBQkDBt2jTh3Llzwt69e4WoqChh9uzZYn2ELmfsOVm9erUgl8uFjz76SMjKyhIOHDggJCQkCEOGDBHrI3S7G3s53XhOsrOzBScnJ2HhwoXC+fPnhVWrVgl2dnbCpk2bRKi2+7V1PtatWyfI5XLhf//7n1BYWNjwqqioEKHa7tfW+biRpfaCYwuok4qLi/Hwww+jsLAQSqUS/fv3x6+//orx48cDAAoLC5GTk9OwvouLC3bu3Ilnn30WCQkJ8PLywvTp07F06VKxPkKXM/acPProo6isrMSHH36IF154Ae7u7rj11lvx9ttvi/URTO7GcxIeHo6tW7di4cKF+N///oeAgACsWLEC99xzj4hVms6N5+OTTz6BTqfDvHnzMG/evIbljzzyCNasWSNChaZ14/mwFpyOgYiIRMFecEREJAoGEBERiYIBREREomAAERGRKBhAREQkCgYQERGJggFERESiYAAREZEoGEBERDZm3759mDJlCgICAiCRSPDDDz8YvQ9BEPDuu+8iOjoaCoUCwcHBePPNN43aB4fiISKyMdXV1RgwYABmzZrV4eGdFixYgB07duDdd99Fv379oFKpUFpaatQ+OBQPEZENk0gk2Lx5M6ZOndqwrL6+Hq+++irWrl2LiooKxMbG4u2338Ytt9wCAEhNTUX//v1x9uxZ9OrVq8PH5iU4IiJqZNasWUhKSsKGDRtw+vRp3HvvvbjtttuQkZEBANiyZQt69uyJn3/+GeHh4QgLC8Ps2bNRXl5u1HEYQERE1CArKwvr16/Hxo0bMXr0aERERGDRokUYNWoUVq9eDQDIzs7G5cuXsXHjRiQmJmLNmjVISUnBtGnTjDoW7wEREVGD48ePQxCEJtN9azQaeHl5AQAMBgM0Gg0SExMb1lu1ahUGDRqEtLS0dl+WYwAREVEDg8EAmUyGlJSUJrOxXp/F2d/fH3K5vFFI9enTBwCQk5PDACIiIuPFx8dDr9ejpKQEo0ePbnadkSNHQqfTISsrCxEREQCA9PR0AEBoaGi7j8VecERENqaqqgqZmZkArgXOe++9hzFjxsDT0xMhISF46KGHkJSUhGXLliE+Ph6lpaXYvXs3+vXrh0mTJsFgMGDw4MFwcXHB8uXLYTAYMG/ePLi5uWHHjh3troMBRERkY/bs2YMxY8Y0WX59inOtVoulS5ciMTER+fn58PLywvDhw7FkyRL069cPAFBQUIBnn30WO3bsgLOzM26//XYsW7YMnp6e7a6DAURERKJgN2wiIhIFA4iIiETBACIiIlEwgIiISBQMICIiEgUDiIiIRMEAIiIiUTCAiIhIFAwgIiISBQOIiIhEwQAiIiJR/H/l6sCndIzF3wAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Display all occupied area\n",
    "warzone_area.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "c26eccfc-6213-47c6-8d74-bd3289386810",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Display occupied area of interest\n",
    "warzone_area.clip(kreminna_aoi).plot(color='r')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "6d10bbc6-ea5f-47be-8097-e1d340bc9fcb",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Export clipped occupied area\n",
    "warzone_area.clip(kreminna_aoi, keep_geom_type=True).to_crs(geoCRS).to_file('kreminna-clipped-occupied.geojson', driver='GeoJSON')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eaee97f0-a872-497b-91a1-9a5c68680149",
   "metadata": {},
   "source": [
    "### Trenches / Fortifications"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "6dd0fbbe-45d4-4876-8e37-adbc38e3808a",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Store file path\n",
    "warzone_fortif_file= os.path.join('assets','osint','fortification-lines-160624.geojson')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "446f4e3b-9707-4451-8e22-73f419b39b20",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EPSG:3857\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Read and display data\n",
    "warzone_fortif = gpd.read_file(warzone_fortif_file).to_crs(projCRS).dropna(how='all').reset_index(drop=True)\n",
    "print(warzone_fortif.crs)\n",
    "warzone_fortif.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "5c4d7f79-61d9-4acc-b293-c6e8cf3780bf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(18, 6)"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_fortif.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "ff6d1064-6f06-4990-a3be-cbecf66fe3e6",
   "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>name</th>\n",
       "      <th>styleUrl</th>\n",
       "      <th>stroke-opacity</th>\n",
       "      <th>stroke</th>\n",
       "      <th>stroke-width</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Trenches Russia</td>\n",
       "      <td>#line-E65100-2000</td>\n",
       "      <td>1</td>\n",
       "      <td>#e65100</td>\n",
       "      <td>2</td>\n",
       "      <td>GEOMETRYCOLLECTION Z (LINESTRING Z (4194947.10...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Trenches East</td>\n",
       "      <td>#line-E65100-2000</td>\n",
       "      <td>1</td>\n",
       "      <td>#e65100</td>\n",
       "      <td>2</td>\n",
       "      <td>GEOMETRYCOLLECTION Z (LINESTRING Z (4191602.84...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Trenches South</td>\n",
       "      <td>#line-E65100-2000</td>\n",
       "      <td>1</td>\n",
       "      <td>#e65100</td>\n",
       "      <td>2</td>\n",
       "      <td>GEOMETRYCOLLECTION Z (LINESTRING Z (3895406.61...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Dragonteeth East</td>\n",
       "      <td>#line-BDBDBD-2000</td>\n",
       "      <td>1</td>\n",
       "      <td>#bdbdbd</td>\n",
       "      <td>2</td>\n",
       "      <td>GEOMETRYCOLLECTION Z (LINESTRING Z (4209115.40...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Dragonteeth South</td>\n",
       "      <td>#line-BDBDBD-2000</td>\n",
       "      <td>1</td>\n",
       "      <td>#bdbdbd</td>\n",
       "      <td>2</td>\n",
       "      <td>GEOMETRYCOLLECTION Z (LINESTRING Z (3911153.53...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Dragonteeth Russia</td>\n",
       "      <td>#line-BDBDBD-2000</td>\n",
       "      <td>1</td>\n",
       "      <td>#bdbdbd</td>\n",
       "      <td>2</td>\n",
       "      <td>GEOMETRYCOLLECTION Z (LINESTRING Z (3538474.69...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Tankditches East</td>\n",
       "      <td>#line-BCAAA4-2000</td>\n",
       "      <td>1</td>\n",
       "      <td>#bcaaa4</td>\n",
       "      <td>2</td>\n",
       "      <td>GEOMETRYCOLLECTION Z (LINESTRING Z (4221277.05...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Tankditches South</td>\n",
       "      <td>#line-BCAAA4-2000</td>\n",
       "      <td>1</td>\n",
       "      <td>#bcaaa4</td>\n",
       "      <td>2</td>\n",
       "      <td>GEOMETRYCOLLECTION Z (LINESTRING Z (3902802.45...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Tankditch Russia</td>\n",
       "      <td>#line-BCAAA4-2000</td>\n",
       "      <td>1</td>\n",
       "      <td>#bcaaa4</td>\n",
       "      <td>2</td>\n",
       "      <td>GEOMETRYCOLLECTION Z (LINESTRING Z (3537983.66...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Trenches Russia</td>\n",
       "      <td>#line-E65100-2000</td>\n",
       "      <td>1</td>\n",
       "      <td>#e65100</td>\n",
       "      <td>2</td>\n",
       "      <td>GEOMETRYCOLLECTION Z (LINESTRING Z (4194947.10...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Trenches East</td>\n",
       "      <td>#line-E65100-2000</td>\n",
       "      <td>1</td>\n",
       "      <td>#e65100</td>\n",
       "      <td>2</td>\n",
       "      <td>GEOMETRYCOLLECTION Z (LINESTRING Z (4191602.84...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Trenches South</td>\n",
       "      <td>#line-E65100-2000</td>\n",
       "      <td>1</td>\n",
       "      <td>#e65100</td>\n",
       "      <td>2</td>\n",
       "      <td>GEOMETRYCOLLECTION Z (LINESTRING Z (3895406.61...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Dragonteeth East</td>\n",
       "      <td>#line-BDBDBD-2000</td>\n",
       "      <td>1</td>\n",
       "      <td>#bdbdbd</td>\n",
       "      <td>2</td>\n",
       "      <td>GEOMETRYCOLLECTION Z (LINESTRING Z (4209115.40...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Dragonteeth South</td>\n",
       "      <td>#line-BDBDBD-2000</td>\n",
       "      <td>1</td>\n",
       "      <td>#bdbdbd</td>\n",
       "      <td>2</td>\n",
       "      <td>GEOMETRYCOLLECTION Z (LINESTRING Z (3911153.53...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Dragonteeth Russia</td>\n",
       "      <td>#line-BDBDBD-2000</td>\n",
       "      <td>1</td>\n",
       "      <td>#bdbdbd</td>\n",
       "      <td>2</td>\n",
       "      <td>GEOMETRYCOLLECTION Z (LINESTRING Z (3538474.69...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Tankditches East</td>\n",
       "      <td>#line-BCAAA4-2000</td>\n",
       "      <td>1</td>\n",
       "      <td>#bcaaa4</td>\n",
       "      <td>2</td>\n",
       "      <td>GEOMETRYCOLLECTION Z (LINESTRING Z (4221277.05...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Tankditches South</td>\n",
       "      <td>#line-BCAAA4-2000</td>\n",
       "      <td>1</td>\n",
       "      <td>#bcaaa4</td>\n",
       "      <td>2</td>\n",
       "      <td>GEOMETRYCOLLECTION Z (LINESTRING Z (3902802.45...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Tankditch Russia</td>\n",
       "      <td>#line-BCAAA4-2000</td>\n",
       "      <td>1</td>\n",
       "      <td>#bcaaa4</td>\n",
       "      <td>2</td>\n",
       "      <td>GEOMETRYCOLLECTION Z (LINESTRING Z (3537983.66...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  name           styleUrl  stroke-opacity   stroke  \\\n",
       "0      Trenches Russia  #line-E65100-2000               1  #e65100   \n",
       "1        Trenches East  #line-E65100-2000               1  #e65100   \n",
       "2       Trenches South  #line-E65100-2000               1  #e65100   \n",
       "3     Dragonteeth East  #line-BDBDBD-2000               1  #bdbdbd   \n",
       "4    Dragonteeth South  #line-BDBDBD-2000               1  #bdbdbd   \n",
       "5   Dragonteeth Russia  #line-BDBDBD-2000               1  #bdbdbd   \n",
       "6     Tankditches East  #line-BCAAA4-2000               1  #bcaaa4   \n",
       "7    Tankditches South  #line-BCAAA4-2000               1  #bcaaa4   \n",
       "8     Tankditch Russia  #line-BCAAA4-2000               1  #bcaaa4   \n",
       "9      Trenches Russia  #line-E65100-2000               1  #e65100   \n",
       "10       Trenches East  #line-E65100-2000               1  #e65100   \n",
       "11      Trenches South  #line-E65100-2000               1  #e65100   \n",
       "12    Dragonteeth East  #line-BDBDBD-2000               1  #bdbdbd   \n",
       "13   Dragonteeth South  #line-BDBDBD-2000               1  #bdbdbd   \n",
       "14  Dragonteeth Russia  #line-BDBDBD-2000               1  #bdbdbd   \n",
       "15    Tankditches East  #line-BCAAA4-2000               1  #bcaaa4   \n",
       "16   Tankditches South  #line-BCAAA4-2000               1  #bcaaa4   \n",
       "17    Tankditch Russia  #line-BCAAA4-2000               1  #bcaaa4   \n",
       "\n",
       "    stroke-width                                           geometry  \n",
       "0              2  GEOMETRYCOLLECTION Z (LINESTRING Z (4194947.10...  \n",
       "1              2  GEOMETRYCOLLECTION Z (LINESTRING Z (4191602.84...  \n",
       "2              2  GEOMETRYCOLLECTION Z (LINESTRING Z (3895406.61...  \n",
       "3              2  GEOMETRYCOLLECTION Z (LINESTRING Z (4209115.40...  \n",
       "4              2  GEOMETRYCOLLECTION Z (LINESTRING Z (3911153.53...  \n",
       "5              2  GEOMETRYCOLLECTION Z (LINESTRING Z (3538474.69...  \n",
       "6              2  GEOMETRYCOLLECTION Z (LINESTRING Z (4221277.05...  \n",
       "7              2  GEOMETRYCOLLECTION Z (LINESTRING Z (3902802.45...  \n",
       "8              2  GEOMETRYCOLLECTION Z (LINESTRING Z (3537983.66...  \n",
       "9              2  GEOMETRYCOLLECTION Z (LINESTRING Z (4194947.10...  \n",
       "10             2  GEOMETRYCOLLECTION Z (LINESTRING Z (4191602.84...  \n",
       "11             2  GEOMETRYCOLLECTION Z (LINESTRING Z (3895406.61...  \n",
       "12             2  GEOMETRYCOLLECTION Z (LINESTRING Z (4209115.40...  \n",
       "13             2  GEOMETRYCOLLECTION Z (LINESTRING Z (3911153.53...  \n",
       "14             2  GEOMETRYCOLLECTION Z (LINESTRING Z (3538474.69...  \n",
       "15             2  GEOMETRYCOLLECTION Z (LINESTRING Z (4221277.05...  \n",
       "16             2  GEOMETRYCOLLECTION Z (LINESTRING Z (3902802.45...  \n",
       "17             2  GEOMETRYCOLLECTION Z (LINESTRING Z (3537983.66...  "
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_fortif"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "f78d6cfb-0bc5-4047-aacb-3d5bebe2272c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "GeometryCollection    18\n",
       "Name: count, dtype: int64"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check geometry types\n",
    "warzone_fortif.geom_type.value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "33451c15-baab-46c5-92ef-cf77d38d12b3",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Remove unnecessary columns\n",
    "warzone_fortif = warzone_fortif.drop(columns=['stroke','stroke-width','stroke-opacity','styleUrl'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "01ea35a4-0df4-4282-9c75-a7a26f291a4d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(22014, 2)"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check number of rows in 'unpacked' collections of geometries\n",
    "warzone_fortif.explode(index_parts=False).shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "3d26098c-c688-4b6f-bd40-81745c3cfadc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Store 'unpacked' geometries\n",
    "warzone_fortif_decomposed = warzone_fortif.explode(ignore_index=True)\n",
    "warzone_fortif_decomposed.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "2987aeec-121e-4c16-812b-5c649d79880e",
   "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>name</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>22009</th>\n",
       "      <td>Tankditch Russia</td>\n",
       "      <td>LINESTRING Z (4226752.196 6456716.625 0.000, 4...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22010</th>\n",
       "      <td>Tankditch Russia</td>\n",
       "      <td>LINESTRING Z (4226767.781 6450343.677 0.000, 4...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22011</th>\n",
       "      <td>Tankditch Russia</td>\n",
       "      <td>LINESTRING Z (4234264.369 6439525.504 0.000, 4...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22012</th>\n",
       "      <td>Tankditch Russia</td>\n",
       "      <td>LINESTRING Z (4230234.492 6448436.918 0.000, 4...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22013</th>\n",
       "      <td>Tankditch Russia</td>\n",
       "      <td>LINESTRING Z (4234265.371 6439521.870 0.000, 4...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                   name                                           geometry\n",
       "22009  Tankditch Russia  LINESTRING Z (4226752.196 6456716.625 0.000, 4...\n",
       "22010  Tankditch Russia  LINESTRING Z (4226767.781 6450343.677 0.000, 4...\n",
       "22011  Tankditch Russia  LINESTRING Z (4234264.369 6439525.504 0.000, 4...\n",
       "22012  Tankditch Russia  LINESTRING Z (4230234.492 6448436.918 0.000, 4...\n",
       "22013  Tankditch Russia  LINESTRING Z (4234265.371 6439521.870 0.000, 4..."
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_fortif_decomposed.tail()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "9960a9f5-464f-47dd-a422-6f9c3dc98c8a",
   "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>name</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Trenches Russia</td>\n",
       "      <td>LINESTRING (4194947.104 6507239.295, 4194669.1...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              name                                           geometry\n",
       "0  Trenches Russia  LINESTRING (4194947.104 6507239.295, 4194669.1..."
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Remove z coordianate\n",
    "warzone_fortif_decomposed['geometry'] = warzone_fortif_decomposed['geometry'].apply(lambda g: wkt.loads(wkt.dumps(g, output_dimension=2)))\n",
    "warzone_fortif_decomposed.head(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "b6a66a55-658d-4d79-8cc0-e2221115e61d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "name\n",
       "Trenches South        14940\n",
       "Trenches East          4626\n",
       "Trenches Russia         936\n",
       "Dragonteeth East        370\n",
       "Tankditch Russia        302\n",
       "Tankditches South       224\n",
       "Dragonteeth Russia      220\n",
       "Tankditches East        206\n",
       "Dragonteeth South       190\n",
       "Name: count, dtype: int64"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check fortification types\n",
    "warzone_fortif_decomposed['name'].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "8a80c965-b5ff-4018-99cd-1eee49635fe9",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Keep the fortification type name only\n",
    "warzone_fortif_decomposed['name'] = warzone_fortif_decomposed['name'].apply(lambda x: x.split()[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "0e8ab4d1-b070-4ffa-83de-b08e8dbd1ade",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Remove use of plural and singular forms of same word\n",
    "warzone_fortif_decomposed['name'] = warzone_fortif_decomposed['name'].replace('Tankditch','Tankditches')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "a779f02e-77f9-48fc-b96d-872037904cbc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot all available fortifications data\n",
    "fig, ax = plt.subplots(figsize=(6,8))\n",
    "warzone_fortif_decomposed.plot(ax=ax, column='name', categorical=True, legend=True, legend_kwds={'loc':'center left', 'frameon':False})\n",
    "plt.axis('off');"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "bc99b508-05e6-43f3-8bfc-a8e0599c97bd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot fortifications data for the area of interest\n",
    "warzone_fortif_decomposed.clip(kreminna_aoi).plot(column='name', categorical=True, legend=True, legend_kwds={'frameon':False, 'loc':(1,0.5)})\n",
    "plt.axis('off');"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "1cfb7b80-63c3-4f40-a497-16d56bd9d1cf",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Create a transformer to convert coordinates from EPSG:3857 to EPSG:4326\n",
    "transformer = Transformer.from_crs(projCRS, geoCRS)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "04f0bef9-326a-4521-81a1-f38b9d8c14bc",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Convert the coordinates\n",
    "x, y = transformer.transform(warzone_fortif_decomposed.centroid.x, warzone_fortif_decomposed.centroid.y)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "74a0add5-0488-4eee-ba18-37edf39b37c8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "lat: 50.350931105034675\n",
      "lon: 37.681292750770034\n"
     ]
    }
   ],
   "source": [
    "print('lat:', x[0])\n",
    "print('lon:', y[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "95f45cec-4395-41ee-a961-b639622a78a9",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Extract lat and lon into new columns\n",
    "warzone_fortif_decomposed['lat'] = x\n",
    "warzone_fortif_decomposed['lon'] = y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "fb5de474-bc0b-4735-b46c-2d845b97044b",
   "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>name</th>\n",
       "      <th>geometry</th>\n",
       "      <th>lat</th>\n",
       "      <th>lon</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Trenches</td>\n",
       "      <td>LINESTRING (4194947.104 6507239.295, 4194669.1...</td>\n",
       "      <td>50.350931</td>\n",
       "      <td>37.681293</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Trenches</td>\n",
       "      <td>LINESTRING (4200849.932 6494320.785, 4200840.3...</td>\n",
       "      <td>50.274869</td>\n",
       "      <td>37.737546</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Trenches</td>\n",
       "      <td>LINESTRING (4201181.330 6494164.018, 4201156.8...</td>\n",
       "      <td>50.275419</td>\n",
       "      <td>37.738600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Trenches</td>\n",
       "      <td>LINESTRING (4200961.919 6493926.436, 4200991.7...</td>\n",
       "      <td>50.274577</td>\n",
       "      <td>37.738953</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Trenches</td>\n",
       "      <td>LINESTRING (4221884.195 6459532.421, 4221841.1...</td>\n",
       "      <td>50.076558</td>\n",
       "      <td>37.925507</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       name                                           geometry        lat  \\\n",
       "0  Trenches  LINESTRING (4194947.104 6507239.295, 4194669.1...  50.350931   \n",
       "1  Trenches  LINESTRING (4200849.932 6494320.785, 4200840.3...  50.274869   \n",
       "2  Trenches  LINESTRING (4201181.330 6494164.018, 4201156.8...  50.275419   \n",
       "3  Trenches  LINESTRING (4200961.919 6493926.436, 4200991.7...  50.274577   \n",
       "4  Trenches  LINESTRING (4221884.195 6459532.421, 4221841.1...  50.076558   \n",
       "\n",
       "         lon  \n",
       "0  37.681293  \n",
       "1  37.737546  \n",
       "2  37.738600  \n",
       "3  37.738953  \n",
       "4  37.925507  "
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_fortif_decomposed.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "30a4373e-3427-44dd-822e-50412841f2dd",
   "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>name</th>\n",
       "      <th>geometry</th>\n",
       "      <th>lat</th>\n",
       "      <th>lon</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Trenches</td>\n",
       "      <td>LINESTRING (37.68385 50.35073, 37.68135 50.351...</td>\n",
       "      <td>50.350931</td>\n",
       "      <td>37.681293</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       name                                           geometry        lat  \\\n",
       "0  Trenches  LINESTRING (37.68385 50.35073, 37.68135 50.351...  50.350931   \n",
       "\n",
       "         lon  \n",
       "0  37.681293  "
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check wsg84 coordinates\n",
    "warzone_fortif_decomposed.to_crs(geoCRS).head(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "928c30e1-d07c-490b-8415-a58a5f709850",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Export clipped russian positions\n",
    "warzone_fortif_decomposed.clip(kreminna_aoi, keep_geom_type=True).to_crs(geoCRS).to_file('kreminna-clipped-fortification-lines.geojson', driver='GeoJSON')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ccc3c6c2-c1f1-4a92-816b-6a3c7414f895",
   "metadata": {},
   "source": [
    "### Overpass Turbo Data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3d7e4065-979e-49b4-9e77-a1a96f659770",
   "metadata": {},
   "source": [
    "Overpass Turbo uses the following format to define a bbox: __miny, minx, maxy, maxx__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "3212ee59-c499-42c5-8cb5-4042a53caf4d",
   "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>minx</th>\n",
       "      <th>miny</th>\n",
       "      <th>maxx</th>\n",
       "      <th>maxy</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>37.909804</td>\n",
       "      <td>48.758341</td>\n",
       "      <td>38.55444</td>\n",
       "      <td>49.211731</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        minx       miny      maxx       maxy\n",
       "0  37.909804  48.758341  38.55444  49.211731"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Display area of interest bbox coordinates for overpass turbo query\n",
    "kreminna_aoi.to_crs(geoCRS).bounds"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5e0551cc-f399-4874-937f-2a364bae12e6",
   "metadata": {},
   "source": [
    "Therefore, bbox for current area of interest is: __(48.758341, 37.909804, 49.211731, 38.55444)__ \n",
    "***"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "77ad2c69-4d57-4362-92d7-e0e4e5ed809e",
   "metadata": {},
   "source": [
    "#### Roads"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e523bdc8-db95-4644-86c0-e4b2477b4259",
   "metadata": {},
   "source": [
    "__Overpass Turbo:__\n",
    "\n",
    "```\n",
    "[out:json][timeout:60];\n",
    "\n",
    "way[\"highway\"](48.758341,37.909804,49.211731,38.55444);\n",
    "\n",
    "out geom;\n",
    "```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "a7a6cdfc-140c-4869-a3f3-c03b86e9a727",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Store file path\n",
    "warzone_roads_file= os.path.join('assets','osint','kreminna-roads.geojson')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "8131fe4b-58ac-424a-8b79-9d60bb401fc4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EPSG:3857\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Read and display data\n",
    "warzone_roads = gpd.read_file(warzone_roads_file).to_crs(projCRS).dropna(how='all').reset_index(drop=True)\n",
    "print(warzone_roads.crs)\n",
    "warzone_roads.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "702ecaa3-d6af-428f-9294-f9a6f9d08b5b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['id', '@id', 'access', 'addr:city', 'addr:country', 'addr:postcode',\n",
       "       'alt_name', 'alt_name:en', 'alt_name:ru', 'alt_name:uk',\n",
       "       ...\n",
       "       'tracktype', 'trail_visibility', 'trolley_wire', 'tunnel', 'turn:lanes',\n",
       "       'type', 'vehicle', 'wheelchair', 'width', 'geometry'],\n",
       "      dtype='object', length=103)"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_roads.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "7c14d188-5aaf-40de-bfcb-eb9eebcee7f3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['way/58858288', 'way/58858288', None, None, None, None, None, None,\n",
       "       None, None, 'yes', None, None, None, None, None, None, None, None,\n",
       "       None, None, None, None, None, None, None, None, None, None, None,\n",
       "       None, None, 'pedestrian', None, None, None, None, None, None, None,\n",
       "       None, None, None, None, None, None, None, None, None, None, None,\n",
       "       None, None, None, None, None, 'Соборна площа', 'Soborna Square',\n",
       "       None, 'plac Soborny', 'Соборная площадь', 'Соборна площа', None,\n",
       "       None, None, None, None, None, None, None, None, None, None,\n",
       "       'square', None, None, None, None, None, None, None, None, None,\n",
       "       None, None, None, None, None, None, None, None, None, None, None,\n",
       "       None, None, None, None, None, None, None, None,\n",
       "       <POLYGON ((4287435.623 6265004.411, 4287429.133 6264999.343, 4287417.623 626...>],\n",
       "      dtype=object)"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_roads.iloc[0,:].values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "a51dd2de-aaa8-4463-bcc4-8d8eb422c191",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "highway\n",
       "service           6292\n",
       "track             3949\n",
       "footway           3433\n",
       "residential       2887\n",
       "path               904\n",
       "unclassified       393\n",
       "tertiary           382\n",
       "secondary          240\n",
       "steps              108\n",
       "primary             99\n",
       "pedestrian          53\n",
       "secondary_link      23\n",
       "raceway             20\n",
       "tertiary_link       10\n",
       "living_street        9\n",
       "cycleway             9\n",
       "construction         2\n",
       "primary_link         2\n",
       "proposed             1\n",
       "bridleway            1\n",
       "Name: count, dtype: int64"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_roads['highway'].value_counts(dropna=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "4d138971-af24-4638-8ad1-576e5f96a53f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "False"
      ]
     },
     "execution_count": 60,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_roads['highway'].isna().any()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "2f9c6175-7a80-4955-9cd3-2a73098c438b",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Rename 'highway' column to a more generalized 'road'\n",
    "warzone_roads = warzone_roads.rename(columns={'highway':'road'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "1c20fb74-b06d-48f8-979d-6da228a4e0df",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Replace None values in 'road' column with 'road' as their new value\n",
    "warzone_roads['road'] = warzone_roads['road'].fillna('road')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "4d781c7f-64dc-4048-8b11-ff631261567e",
   "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>id</th>\n",
       "      <th>road</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>way/58858288</td>\n",
       "      <td>pedestrian</td>\n",
       "      <td>POLYGON ((4287435.623 6265004.411, 4287429.133...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             id        road                                           geometry\n",
       "0  way/58858288  pedestrian  POLYGON ((4287435.623 6265004.411, 4287429.133..."
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Filter needed columns\n",
    "warzone_roads = warzone_roads.loc[:,['id','road','geometry']]\n",
    "warzone_roads.head(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "d69de1ca-6ffc-43b0-8162-3f116dd958fc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "id          False\n",
       "road        False\n",
       "geometry    False\n",
       "dtype: bool"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_roads.isna().any()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "addb13cf-7c8d-42f5-94ea-960afbb40488",
   "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>id</th>\n",
       "      <th>geometry</th>\n",
       "      <th>category</th>\n",
       "      <th>sub_category</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>way/58858288</td>\n",
       "      <td>POLYGON ((4287435.623 6265004.411, 4287429.133...</td>\n",
       "      <td>road</td>\n",
       "      <td>pedestrian</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>way/102843472</td>\n",
       "      <td>POLYGON ((4284273.838 6267461.078, 4284236.813...</td>\n",
       "      <td>road</td>\n",
       "      <td>footway</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>way/113754362</td>\n",
       "      <td>POLYGON ((4286856.138 6263917.478, 4286855.704...</td>\n",
       "      <td>road</td>\n",
       "      <td>service</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>way/130398660</td>\n",
       "      <td>POLYGON ((4285698.705 6264378.217, 4285714.568...</td>\n",
       "      <td>road</td>\n",
       "      <td>pedestrian</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>way/289920731</td>\n",
       "      <td>POLYGON ((4277104.117 6260010.439, 4277146.953...</td>\n",
       "      <td>road</td>\n",
       "      <td>footway</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              id                                           geometry category  \\\n",
       "0   way/58858288  POLYGON ((4287435.623 6265004.411, 4287429.133...     road   \n",
       "1  way/102843472  POLYGON ((4284273.838 6267461.078, 4284236.813...     road   \n",
       "2  way/113754362  POLYGON ((4286856.138 6263917.478, 4286855.704...     road   \n",
       "3  way/130398660  POLYGON ((4285698.705 6264378.217, 4285714.568...     road   \n",
       "4  way/289920731  POLYGON ((4277104.117 6260010.439, 4277146.953...     road   \n",
       "\n",
       "  sub_category  \n",
       "0   pedestrian  \n",
       "1      footway  \n",
       "2      service  \n",
       "3   pedestrian  \n",
       "4      footway  "
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Unpivot a GeoDataFrame\n",
    "warzone_roads_unpivot = warzone_roads.melt(\n",
    "    id_vars=['id','geometry'],\n",
    "    value_vars='road', \n",
    "    value_name='sub_category', \n",
    "    var_name='category', \n",
    "    ignore_index=True\n",
    ")\n",
    "\n",
    "warzone_roads_unpivot.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "1b51683b-cfa2-4161-a307-158c37d3e04d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "warzone_roads_unpivot.clip(kreminna_aoi).plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "id": "2c201774-c005-4847-baac-ae40ad1ddb55",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Export clipped roads\n",
    "warzone_roads_unpivot.clip(kreminna_aoi).to_crs(geoCRS).to_file('kreminna-clipped-roads.geojson', driver='GeoJSON')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3e779a46-a867-4450-942e-fdf36feba661",
   "metadata": {},
   "source": [
    "#### Towns, villages, etc\n",
    "\n",
    "__Overpass Turbo:__\n",
    "\n",
    "```\n",
    "[out:json][timeout:60];\n",
    "\n",
    "node[\"place\"][\"place\"!~\"square\"](48.758341,37.909804,49.211731,38.55444);\n",
    "\n",
    "out geom;\n",
    "\n",
    "```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "id": "68c57ed3-0565-4980-a9db-f9acd61c2220",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Store file path\n",
    "warzone_places_file = os.path.join('assets','osint','kreminna-places.geojson')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "id": "c7cffde7-bbd8-47bf-b1a9-8198e9083253",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EPSG:3857\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Read and display data\n",
    "warzone_places = gpd.read_file(warzone_places_file).to_crs(projCRS).dropna(how='all').reset_index(drop=True)\n",
    "print(warzone_places.crs)\n",
    "warzone_places.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "id": "e9fbe79e-ac7e-4749-878a-721ecc1ac942",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['id', '@id', 'alt_name:cs', 'alt_name:en', 'alt_name:fr', 'alt_name:hr',\n",
       "       'alt_name:ko', 'attribution', 'contact:website', 'ele', 'katotth',\n",
       "       'koatuu', 'name', 'name:ar', 'name:ast', 'name:az', 'name:azb',\n",
       "       'name:ba', 'name:be', 'name:bg', 'name:ca', 'name:ce', 'name:ceb',\n",
       "       'name:crh', 'name:crh-cyr', 'name:cs', 'name:da', 'name:de', 'name:el',\n",
       "       'name:en', 'name:eo', 'name:es', 'name:et', 'name:eu', 'name:fa',\n",
       "       'name:fi', 'name:fr', 'name:he', 'name:hr', 'name:hsb', 'name:hu',\n",
       "       'name:hy', 'name:it', 'name:ja', 'name:ka', 'name:ko', 'name:ky',\n",
       "       'name:lt', 'name:lv', 'name:mhr', 'name:ml', 'name:mr', 'name:nl',\n",
       "       'name:nn', 'name:no', 'name:os', 'name:pl', 'name:prefix', 'name:pt',\n",
       "       'name:ro', 'name:ru', 'name:rue', 'name:sco', 'name:sr', 'name:sv',\n",
       "       'name:th', 'name:tr', 'name:tt', 'name:udm', 'name:uk', 'name:uz',\n",
       "       'name:vep', 'name:vi', 'name:war', 'name:zh', 'note', 'old_name',\n",
       "       'old_name:be', 'old_name:cs', 'old_name:de', 'old_name:en',\n",
       "       'old_name:ko', 'old_name:uk', 'old_name:zh', 'old_name:zh-cn',\n",
       "       'old_name:zh-hk', 'old_name:zh-mo', 'old_name:zh-sg', 'old_name:zh-tw',\n",
       "       'place', 'population', 'postal_code', 'start_date', 'website',\n",
       "       'wikidata', 'wikipedia', 'wikipedia:ru', 'geometry'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 70,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_places.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "id": "6c1f4131-e9de-4102-8558-8977c11ab221",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['node/256614599', 'node/256614599', None, None, None, None, None,\n",
       "       'travelgps.com.ua', None, None, 'UA14020090340091913',\n",
       "       '1420980505', 'Виїмка', None, None, None, None, None, None, None,\n",
       "       None, None, None, None, None, None, None, None, None, 'Vyimka',\n",
       "       None, None, None, None, None, None, None, None, None, None, None,\n",
       "       None, None, None, None, '비임카', None, None, None, None, None, None,\n",
       "       None, None, None, None, None, 'селище', None, None, 'Выемка', None,\n",
       "       None, None, None, None, None, None, None, 'Виїмка', None, None,\n",
       "       None, None, None, None, None, None, None, None, None, None, None,\n",
       "       None, None, None, None, None, None, 'village', '21', '84541', None,\n",
       "       None, 'Q4128913', 'uk:Виїмка (селище)', None,\n",
       "       <POINT (4246573.633 6241774.286)>], dtype=object)"
      ]
     },
     "execution_count": 71,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_places.iloc[0,:].values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "id": "4c0b1422-3fec-463b-984c-18cbda908513",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "name\n",
       "False    80\n",
       "Name: count, dtype: int64"
      ]
     },
     "execution_count": 72,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_places['name'].isna().value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "id": "c891326c-7c48-42d1-834b-e0e5ce258a05",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "name:en\n",
       "False    76\n",
       "True      4\n",
       "Name: count, dtype: int64"
      ]
     },
     "execution_count": 73,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_places['name:en'].isna().value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "id": "e0a02326-c7e7-41ce-bb5a-d3074eee7da9",
   "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>id</th>\n",
       "      <th>name:en</th>\n",
       "      <th>name</th>\n",
       "      <th>place</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>node/256614599</td>\n",
       "      <td>Vyimka</td>\n",
       "      <td>Виїмка</td>\n",
       "      <td>village</td>\n",
       "      <td>POINT (4246573.633 6241774.286)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "               id name:en    name    place                         geometry\n",
       "0  node/256614599  Vyimka  Виїмка  village  POINT (4246573.633 6241774.286)"
      ]
     },
     "execution_count": 74,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Filter needed columns\n",
    "warzone_places_filtered = warzone_places.loc[:,['id','name:en','name','place','geometry']]\n",
    "warzone_places_filtered.head(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "id": "de72963e-c93b-4335-85ac-a56917357fcd",
   "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>id</th>\n",
       "      <th>name:en</th>\n",
       "      <th>name</th>\n",
       "      <th>place</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>node/337570393</td>\n",
       "      <td>None</td>\n",
       "      <td>Ведмеже</td>\n",
       "      <td>locality</td>\n",
       "      <td>POINT (4239929.830 6298727.955)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>node/5802076961</td>\n",
       "      <td>None</td>\n",
       "      <td>Матроська</td>\n",
       "      <td>suburb</td>\n",
       "      <td>POINT (4280607.942 6250031.275)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>node/6549483101</td>\n",
       "      <td>None</td>\n",
       "      <td>Південна</td>\n",
       "      <td>suburb</td>\n",
       "      <td>POINT (4275293.183 6272466.136)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>node/6835867411</td>\n",
       "      <td>None</td>\n",
       "      <td>Чихирове</td>\n",
       "      <td>suburb</td>\n",
       "      <td>POINT (4289755.900 6239075.091)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                 id name:en       name     place  \\\n",
       "38   node/337570393    None    Ведмеже  locality   \n",
       "77  node/5802076961    None  Матроська    suburb   \n",
       "78  node/6549483101    None   Південна    suburb   \n",
       "79  node/6835867411    None   Чихирове    suburb   \n",
       "\n",
       "                           geometry  \n",
       "38  POINT (4239929.830 6298727.955)  \n",
       "77  POINT (4280607.942 6250031.275)  \n",
       "78  POINT (4275293.183 6272466.136)  \n",
       "79  POINT (4289755.900 6239075.091)  "
      ]
     },
     "execution_count": 75,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check which english place translations are missing\n",
    "warzone_places_filtered[warzone_places_filtered['name:en'].isna()]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "id": "1f57bf49-4cd6-4e78-b2b3-75c8ec53bbfa",
   "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>id</th>\n",
       "      <th>name:en</th>\n",
       "      <th>name</th>\n",
       "      <th>place</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "Empty GeoDataFrame\n",
       "Columns: [id, name:en, name, place, geometry]\n",
       "Index: []"
      ]
     },
     "execution_count": 76,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Fill missing place names\n",
    "warzone_places_filtered.loc[38,'name:en'] = 'Vedmezhe'\n",
    "warzone_places_filtered.loc[77,'name:en'] = 'Matroska'\n",
    "warzone_places_filtered.loc[78,'name:en'] = 'Pivdenna'\n",
    "warzone_places_filtered.loc[79,'name:en'] = 'Chykhyrove'\n",
    "warzone_places_filtered[warzone_places_filtered['name:en'].isna()]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "id": "06e0bedc-4fd8-415f-b19a-15dec95e5930",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "place\n",
       "village     50\n",
       "town        12\n",
       "hamlet      10\n",
       "suburb       4\n",
       "locality     2\n",
       "city         2\n",
       "Name: count, dtype: int64"
      ]
     },
     "execution_count": 77,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_places_filtered['place'].value_counts(dropna=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "id": "3512e771-2898-4ce2-b118-3736b70dfebb",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Replace None values in 'place' column with 'place' as their new value\n",
    "warzone_places_filtered['place'] = warzone_places_filtered['place'].fillna('place')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "id": "f288b86f-46c9-4928-abad-9a4d40f33728",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Create a transformer to convert coordinates from EPSG:3857 to EPSG:4326\n",
    "transformer = Transformer.from_crs(projCRS, geoCRS)\n",
    "\n",
    "# Convert the coordinates\n",
    "x, y = transformer.transform(warzone_places_filtered.centroid.x, warzone_places_filtered.centroid.y)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "id": "ec80e072-6db6-428f-8da0-2bfda4eedaff",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Extract lat and lon into new columns\n",
    "warzone_places_filtered['lat'] = x\n",
    "warzone_places_filtered['lon'] = y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "id": "346989ca-420f-4903-8dfe-8582f0bbf8b3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "id          False\n",
       "name:en     False\n",
       "name        False\n",
       "place       False\n",
       "geometry    False\n",
       "lat         False\n",
       "lon         False\n",
       "dtype: bool"
      ]
     },
     "execution_count": 81,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_places_filtered.isna().any()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "id": "38313ae9-eeae-4ba7-ab3a-b159aa39a40b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\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>id</th>\n",
       "      <th>name:en</th>\n",
       "      <th>name</th>\n",
       "      <th>lon</th>\n",
       "      <th>lat</th>\n",
       "      <th>geometry</th>\n",
       "      <th>category</th>\n",
       "      <th>sub_category</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>node/337567352</td>\n",
       "      <td>Ploshchanka</td>\n",
       "      <td>Площанка</td>\n",
       "      <td>38.083210</td>\n",
       "      <td>49.208809</td>\n",
       "      <td>POINT (4239403.545 6310366.469)</td>\n",
       "      <td>place</td>\n",
       "      <td>village</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>node/337570393</td>\n",
       "      <td>Vedmezhe</td>\n",
       "      <td>Ведмеже</td>\n",
       "      <td>38.087938</td>\n",
       "      <td>49.140459</td>\n",
       "      <td>POINT (4239929.830 6298727.955)</td>\n",
       "      <td>place</td>\n",
       "      <td>locality</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>node/256614803</td>\n",
       "      <td>Hryhorivka</td>\n",
       "      <td>Григорівка</td>\n",
       "      <td>38.186420</td>\n",
       "      <td>48.924520</td>\n",
       "      <td>POINT (4250892.830 6262063.708)</td>\n",
       "      <td>place</td>\n",
       "      <td>village</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>node/337576644</td>\n",
       "      <td>Rubizhne</td>\n",
       "      <td>Рубіжне</td>\n",
       "      <td>38.372582</td>\n",
       "      <td>49.032905</td>\n",
       "      <td>POINT (4271616.278 6280446.445)</td>\n",
       "      <td>place</td>\n",
       "      <td>town</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>node/337582086</td>\n",
       "      <td>Lysychansk</td>\n",
       "      <td>Лисичанськ</td>\n",
       "      <td>38.428598</td>\n",
       "      <td>48.917267</td>\n",
       "      <td>POINT (4277851.972 6260834.976)</td>\n",
       "      <td>place</td>\n",
       "      <td>city</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>node/337574994</td>\n",
       "      <td>Stara Krasnianka</td>\n",
       "      <td>Стара Краснянка</td>\n",
       "      <td>38.288593</td>\n",
       "      <td>49.037716</td>\n",
       "      <td>POINT (4262266.676 6281263.435)</td>\n",
       "      <td>place</td>\n",
       "      <td>village</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>node/256615981</td>\n",
       "      <td>Terny</td>\n",
       "      <td>Терни</td>\n",
       "      <td>37.962570</td>\n",
       "      <td>49.097210</td>\n",
       "      <td>POINT (4225973.962 6291372.023)</td>\n",
       "      <td>place</td>\n",
       "      <td>village</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>node/256616082</td>\n",
       "      <td>Yampil</td>\n",
       "      <td>Ямпіль</td>\n",
       "      <td>37.960105</td>\n",
       "      <td>48.940078</td>\n",
       "      <td>POINT (4225699.570 6264700.062)</td>\n",
       "      <td>place</td>\n",
       "      <td>town</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>node/256614688</td>\n",
       "      <td>Kuzmynivka</td>\n",
       "      <td>Кузьминівка</td>\n",
       "      <td>38.069776</td>\n",
       "      <td>48.794228</td>\n",
       "      <td>POINT (4237908.090 6240018.026)</td>\n",
       "      <td>place</td>\n",
       "      <td>hamlet</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>node/256614609</td>\n",
       "      <td>Spirne</td>\n",
       "      <td>Спірне</td>\n",
       "      <td>38.247360</td>\n",
       "      <td>48.809420</td>\n",
       "      <td>POINT (4257676.639 6242585.607)</td>\n",
       "      <td>place</td>\n",
       "      <td>village</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                id           name:en             name        lon        lat  \\\n",
       "28  node/337567352       Ploshchanka         Площанка  38.083210  49.208809   \n",
       "38  node/337570393          Vedmezhe          Ведмеже  38.087938  49.140459   \n",
       "15  node/256614803        Hryhorivka       Григорівка  38.186420  48.924520   \n",
       "50  node/337576644          Rubizhne          Рубіжне  38.372582  49.032905   \n",
       "64  node/337582086        Lysychansk       Лисичанськ  38.428598  48.917267   \n",
       "47  node/337574994  Stara Krasnianka  Стара Краснянка  38.288593  49.037716   \n",
       "17  node/256615981             Terny            Терни  37.962570  49.097210   \n",
       "22  node/256616082            Yampil           Ямпіль  37.960105  48.940078   \n",
       "7   node/256614688        Kuzmynivka      Кузьминівка  38.069776  48.794228   \n",
       "3   node/256614609            Spirne           Спірне  38.247360  48.809420   \n",
       "\n",
       "                           geometry category sub_category  \n",
       "28  POINT (4239403.545 6310366.469)    place      village  \n",
       "38  POINT (4239929.830 6298727.955)    place     locality  \n",
       "15  POINT (4250892.830 6262063.708)    place      village  \n",
       "50  POINT (4271616.278 6280446.445)    place         town  \n",
       "64  POINT (4277851.972 6260834.976)    place         city  \n",
       "47  POINT (4262266.676 6281263.435)    place      village  \n",
       "17  POINT (4225973.962 6291372.023)    place      village  \n",
       "22  POINT (4225699.570 6264700.062)    place         town  \n",
       "7   POINT (4237908.090 6240018.026)    place       hamlet  \n",
       "3   POINT (4257676.639 6242585.607)    place      village  "
      ]
     },
     "execution_count": 82,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Unpivot GeoDataFrame\n",
    "warzone_places_unpivot = warzone_places_filtered.melt(\n",
    "    id_vars=['id','name:en','name','lon','lat','geometry'], \n",
    "    value_vars='place', \n",
    "    value_name='sub_category', \n",
    "    var_name='category', \n",
    "    ignore_index=True\n",
    ")\n",
    "\n",
    "warzone_places_unpivot.sample(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "id": "14fe6e21-dddb-453e-b12a-f50df9678cc8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 83,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "warzone_places_unpivot.clip(kreminna_aoi).plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "id": "bf857eed-844b-4bc0-9942-dffc76912c66",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Export clipped places\n",
    "warzone_places_unpivot.clip(kreminna_aoi).to_crs(geoCRS).to_file('kreminna-clipped-places.geojson', driver='GeoJSON')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7f554f2e-1812-4f61-88e5-55d544e6f700",
   "metadata": {},
   "source": [
    "#### Buildings\n",
    "\n",
    "```\n",
    "[out:json][timeout:60];\n",
    "\n",
    "nwr[\"building\"](48.758341,37.909804,49.211731,38.55444);\n",
    "\n",
    "out geom;\n",
    "```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "id": "d36c8537-65b9-4050-a26a-3b5141ca42cb",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Store file path\n",
    "warzone_buildings_file = os.path.join('assets','osint','kreminna-buildings.geojson')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "id": "5e63b7e5-b454-4b77-848c-f348d7901fbc",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EPSG:3857\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 86,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Read and display data\n",
    "warzone_buildings = gpd.read_file(warzone_buildings_file).to_crs(projCRS).dropna(how='all').reset_index(drop=True)\n",
    "print(warzone_buildings.crs)\n",
    "warzone_buildings.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "id": "68e58799-a8b6-4ccc-be6f-386f6c0261aa",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Polygon         64314\n",
       "Point              88\n",
       "LineString          3\n",
       "MultiPolygon        2\n",
       "Name: count, dtype: int64"
      ]
     },
     "execution_count": 87,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check geometry types\n",
    "warzone_buildings.geom_type.value_counts(dropna=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "id": "08a7ee1c-1810-4372-8575-ec18564294f9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Point    64407\n",
       "Name: count, dtype: int64"
      ]
     },
     "execution_count": 88,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Store point geometries instead of polygons\n",
    "warzone_buildings['geometry'] = warzone_buildings.centroid\n",
    "warzone_buildings.geom_type.value_counts(dropna=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "id": "4aa8cb39-568d-4522-9076-070c56d7df41",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['id', '@id', 'abandoned', 'abandoned:building', 'access', 'addr:city',\n",
       "       'addr:country', 'addr:housenumber', 'addr:postcode', 'addr:street',\n",
       "       ...\n",
       "       'tower:type', 'townhall:type', 'train', 'type', 'voltage', 'website',\n",
       "       'wheelchair', 'wikidata', 'wikipedia', 'geometry'],\n",
       "      dtype='object', length=141)"
      ]
     },
     "execution_count": 89,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_buildings.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "id": "1233f3a9-85f9-41ab-bd59-8c23a91fb92b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['relation/1595718', 'relation/1595718', None, None, None, None,\n",
       "       None, '115а', None, 'Гагаріна вулиця', None, None, None, None,\n",
       "       None, None, None, None, None, 'kindergarten', None, None, None,\n",
       "       '2', None, None, None, None, None, None, None, None, None, None,\n",
       "       None, None, None, None, None, None, None, None, None, None, None,\n",
       "       None, None, None, None, None, None, None, None, None, None, None,\n",
       "       None, None, None, None, None, None, None, None, None, None, None,\n",
       "       None, None, None, None, None, None, None, None, None, None, None,\n",
       "       None, None, None, None, None, None, None, None, None, None, None,\n",
       "       None, None, None, None, None, None, None, None, None, None, None,\n",
       "       None, None, None, None, None, None, None, None, None, 'tar_paper',\n",
       "       None, None, None, None, None, None, None, None, None, None, None,\n",
       "       None, None, None, None, None, None, None, None, None, None, None,\n",
       "       None, None, 'multipolygon', None, None, None, None, None,\n",
       "       <POINT (4289358.826 6265648.11)>], dtype=object)"
      ]
     },
     "execution_count": 90,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_buildings.iloc[0,:].values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "id": "d40123d3-928a-4d30-b399-71878abbe4f2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "id                    False\n",
       "@id                   False\n",
       "abandoned              True\n",
       "abandoned:building     True\n",
       "access                 True\n",
       "                      ...  \n",
       "website                True\n",
       "wheelchair             True\n",
       "wikidata               True\n",
       "wikipedia              True\n",
       "geometry              False\n",
       "Length: 141, dtype: bool"
      ]
     },
     "execution_count": 91,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_buildings.isna().any()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "id": "761cbf8c-8151-4b62-8db5-b1a0e12cb2a6",
   "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>id</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>relation/1595718</td>\n",
       "      <td>POINT (4289358.826 6265648.110)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                 id                         geometry\n",
       "0  relation/1595718  POINT (4289358.826 6265648.110)"
      ]
     },
     "execution_count": 92,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Filter needed columns\n",
    "warzone_buildings_filtered = warzone_buildings.loc[:,['id','geometry']]\n",
    "warzone_buildings_filtered.head(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "id": "b5ea327e-5a90-41da-890b-85104014349c",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Create a transformer to convert coordinates from EPSG:3857 to EPSG:4326\n",
    "transformer = Transformer.from_crs(projCRS, geoCRS)\n",
    "\n",
    "# Convert the coordinates\n",
    "x, y = transformer.transform(warzone_buildings_filtered.centroid.x, warzone_buildings_filtered.centroid.y)\n",
    "\n",
    "# Extract lat and lon into new columns\n",
    "warzone_buildings_filtered['lat'] = x\n",
    "warzone_buildings_filtered['lon'] = y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "id": "f98474ee-71d7-4644-9612-94e6e3a35b6f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "id          False\n",
       "geometry    False\n",
       "lat         False\n",
       "lon         False\n",
       "dtype: bool"
      ]
     },
     "execution_count": 94,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_buildings_filtered.isna().any()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 95,
   "id": "4d9ff62d-327b-4f7d-a872-815177ca57b6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 95,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "warzone_buildings_filtered.clip(kreminna_aoi).plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 96,
   "id": "55f3adbc-9122-4cbb-80c7-cf483d1911b6",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Export clipped ponds\n",
    "warzone_buildings_filtered.clip(kreminna_aoi).to_crs(geoCRS).to_file('kreminna-clipped-buildings.geojson', driver='GeoJSON')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "486ec3ab-8e03-4175-b126-9f7d25757158",
   "metadata": {},
   "source": [
    "#### Lakes, ponds, etc\n",
    "\n",
    "__Overpass Turbo:__\n",
    "\n",
    "```\n",
    "[out:json][timeout:60];\n",
    "\n",
    "area[\"natural\"=\"water\"][\"water\"!~\"river\"](48.758341,37.909804,49.211731,38.55444);\n",
    "\n",
    "out geom;\n",
    "\n",
    "```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "id": "b356c429-714c-448c-a305-cb75fee58606",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Store file path\n",
    "warzone_ponds_file = os.path.join('assets','osint','kreminna-ponds.geojson')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "id": "b0270db9-e437-4a19-b08c-38e2c45e2ab7",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EPSG:3857\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 98,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Read and display data\n",
    "warzone_ponds = gpd.read_file(warzone_ponds_file).to_crs(projCRS).dropna(how='all').reset_index(drop=True)\n",
    "print(warzone_ponds.crs)\n",
    "warzone_ponds.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "id": "d1d257c5-4c12-4209-a4be-0b8469ceaf99",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['id', '@id', 'alt_name', 'amenity', 'description:ru', 'drained',\n",
       "       'drinking_water', 'intermittent', 'landuse', 'layer', 'liquid_waste',\n",
       "       'loc_name:ru', 'man_made', 'military', 'name', 'name:en', 'name:ru',\n",
       "       'name:uk', 'natural', 'reservoir_type', 'salt', 'waste_kind', 'water',\n",
       "       'geometry'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 99,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_ponds.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "id": "952f2c78-629b-4468-9d38-fba797ed7f37",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['way/31015582', 'way/31015582', None, None, None, None, None, None,\n",
       "       None, None, None, None, None, None, 'Чисте озеро', 'Chyste Lake',\n",
       "       'Чистое озеро', 'Чисте озеро', 'water', None, None, None, 'lake',\n",
       "       <POLYGON ((4287317.035 6263538.524, 4287291.887 6263523.595, 4287271.327 626...>],\n",
       "      dtype=object)"
      ]
     },
     "execution_count": 100,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_ponds.iloc[0,:].values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "id": "930cfb05-89c5-4c1b-9870-def9db17b63b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "id                False\n",
       "@id               False\n",
       "alt_name           True\n",
       "amenity            True\n",
       "description:ru     True\n",
       "drained            True\n",
       "drinking_water     True\n",
       "intermittent       True\n",
       "landuse            True\n",
       "layer              True\n",
       "liquid_waste       True\n",
       "loc_name:ru        True\n",
       "man_made           True\n",
       "military           True\n",
       "name               True\n",
       "name:en            True\n",
       "name:ru            True\n",
       "name:uk            True\n",
       "natural           False\n",
       "reservoir_type     True\n",
       "salt               True\n",
       "waste_kind         True\n",
       "water              True\n",
       "geometry          False\n",
       "dtype: bool"
      ]
     },
     "execution_count": 101,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_ponds.isna().any()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "id": "9874a16a-8248-49a1-8c4d-417a058cca64",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "water\n",
       "None          463\n",
       "reservoir     171\n",
       "pond           93\n",
       "lake           37\n",
       "wastewater     16\n",
       "basin          11\n",
       "Name: count, dtype: int64"
      ]
     },
     "execution_count": 102,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_ponds['water'].value_counts(dropna=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 103,
   "id": "6cda1430-23a9-48b9-bbd3-3682e8f0d264",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Replace None values in 'water' column with 'water' as their new value\n",
    "warzone_ponds['water'] = warzone_ponds['water'].fillna('water')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 104,
   "id": "a55ca091-acaf-42fd-97fb-6e3565d1f1e3",
   "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>id</th>\n",
       "      <th>@id</th>\n",
       "      <th>water</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>way/31015582</td>\n",
       "      <td>way/31015582</td>\n",
       "      <td>lake</td>\n",
       "      <td>POLYGON ((4287317.035 6263538.524, 4287291.887...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             id           @id water  \\\n",
       "0  way/31015582  way/31015582  lake   \n",
       "\n",
       "                                            geometry  \n",
       "0  POLYGON ((4287317.035 6263538.524, 4287291.887...  "
      ]
     },
     "execution_count": 104,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Filter needed columns\n",
    "warzone_ponds = warzone_ponds.loc[:,['id', '@id','water','geometry']]\n",
    "warzone_ponds.head(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 105,
   "id": "8dd03139-c4af-43b0-aaed-c6a0ba46727c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "id          False\n",
       "@id         False\n",
       "water       False\n",
       "geometry    False\n",
       "dtype: bool"
      ]
     },
     "execution_count": 105,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_ponds.isna().any()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "id": "bffee31a-87ec-4c71-88fc-e2d04b7eed31",
   "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>id</th>\n",
       "      <th>geometry</th>\n",
       "      <th>category</th>\n",
       "      <th>sub_category</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>479</th>\n",
       "      <td>way/387036959</td>\n",
       "      <td>POLYGON ((4274956.118 6253717.009, 4274942.715...</td>\n",
       "      <td>water</td>\n",
       "      <td>reservoir</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>way/318493865</td>\n",
       "      <td>POLYGON ((4274502.291 6279345.318, 4274490.948...</td>\n",
       "      <td>water</td>\n",
       "      <td>water</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>334</th>\n",
       "      <td>way/329270836</td>\n",
       "      <td>POLYGON ((4236235.003 6266566.885, 4236239.867...</td>\n",
       "      <td>water</td>\n",
       "      <td>lake</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>way/317690580</td>\n",
       "      <td>POLYGON ((4274136.874 6276183.518, 4274139.111...</td>\n",
       "      <td>water</td>\n",
       "      <td>water</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>298</th>\n",
       "      <td>way/321739783</td>\n",
       "      <td>POLYGON ((4251580.283 6293726.699, 4251588.075...</td>\n",
       "      <td>water</td>\n",
       "      <td>water</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>372</th>\n",
       "      <td>way/344399764</td>\n",
       "      <td>POLYGON ((4267432.591 6248510.433, 4267417.284...</td>\n",
       "      <td>water</td>\n",
       "      <td>water</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>way/315996023</td>\n",
       "      <td>POLYGON ((4273927.281 6250693.343, 4273933.226...</td>\n",
       "      <td>water</td>\n",
       "      <td>reservoir</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>471</th>\n",
       "      <td>way/387036935</td>\n",
       "      <td>POLYGON ((4275047.957 6253931.323, 4275034.565...</td>\n",
       "      <td>water</td>\n",
       "      <td>reservoir</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>340</th>\n",
       "      <td>way/330557639</td>\n",
       "      <td>POLYGON ((4233875.898 6295650.247, 4233828.353...</td>\n",
       "      <td>water</td>\n",
       "      <td>water</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>677</th>\n",
       "      <td>way/710713918</td>\n",
       "      <td>POLYGON ((4274648.509 6255156.378, 4274644.613...</td>\n",
       "      <td>water</td>\n",
       "      <td>pond</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                id                                           geometry  \\\n",
       "479  way/387036959  POLYGON ((4274956.118 6253717.009, 4274942.715...   \n",
       "198  way/318493865  POLYGON ((4274502.291 6279345.318, 4274490.948...   \n",
       "334  way/329270836  POLYGON ((4236235.003 6266566.885, 4236239.867...   \n",
       "191  way/317690580  POLYGON ((4274136.874 6276183.518, 4274139.111...   \n",
       "298  way/321739783  POLYGON ((4251580.283 6293726.699, 4251588.075...   \n",
       "372  way/344399764  POLYGON ((4267432.591 6248510.433, 4267417.284...   \n",
       "160  way/315996023  POLYGON ((4273927.281 6250693.343, 4273933.226...   \n",
       "471  way/387036935  POLYGON ((4275047.957 6253931.323, 4275034.565...   \n",
       "340  way/330557639  POLYGON ((4233875.898 6295650.247, 4233828.353...   \n",
       "677  way/710713918  POLYGON ((4274648.509 6255156.378, 4274644.613...   \n",
       "\n",
       "    category sub_category  \n",
       "479    water    reservoir  \n",
       "198    water        water  \n",
       "334    water         lake  \n",
       "191    water        water  \n",
       "298    water        water  \n",
       "372    water        water  \n",
       "160    water    reservoir  \n",
       "471    water    reservoir  \n",
       "340    water        water  \n",
       "677    water         pond  "
      ]
     },
     "execution_count": 106,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Unpivot GeoDataFrame\n",
    "warzone_ponds_unpivot = warzone_ponds.melt(\n",
    "    id_vars=['id','geometry'],\n",
    "    value_vars='water', \n",
    "    value_name='sub_category',\n",
    "    var_name='category', \n",
    "    ignore_index=True\n",
    ")\n",
    "\n",
    "warzone_ponds_unpivot.sample(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "id": "9c8a3c4e-783c-4f0e-91ef-dd71bbee4b54",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 107,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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Ld2uw2KBW0PctQvhAyaULnh3XD9JW1ky6VNNIS917MQ2t5EwIbyi5dEGAUgaulSTSYLahpsHzhiPb7ByarXahw/BYNIS8ddVGM6x3NP0S0lmUXLogyE+Gt6YlYVCYf4vXXlh7FMfvGEUmtLpGa6s1LXJdEA0fb5VWJQNVxElXUXLpApFIhNljYrH9pQmYMjzC6bVDF2vxm3/lwWzznJpCaIACUgn9UxPXyKViyKX0e0O6hnovu0EmEeMPUxLBcQwiAAzX16my2jkcu1yPMXEhQodICCGCoOTSTVKJyLH/xe36alWUXAghvRbVebvpy59K23iFGqsJIb0XJZduKKtvwt93FbX6Gg1rJYT0ZpRcuiEqUIUtL4xvcTw0QIEFEwYIEBHhm51jNHeJkC6g5NJNJrPN6blYBPz5yZEIDVAIFBHhk8XG0XBcQrqAOvS76VRZPR5LjoK+yYqfLtVi/vgBGBfXR+iwCE9Ucue1xuobLVDKJFDKaA0yQtpDyaUbGGPI3n3RsWBlVKASFYYmnCs3ICGi4z2miXexcww2O4NCRRV+QjpCfyXdcLrM4LQScll9M3IOl6KmgZZt90WMMagVUhiabR0XJqSXo5pLN2w5XtbiWIBCinv60/wWXySViCGVAGLKLYR0iGou3ZBfaWxx7N74MFoyw8cpaM8XQjpEd8Eusto55Fe0TC7pieECRENI71JyrRFVhmahwyDtoOTSBSdK6/HEyv2oMjr3rcgkItw7JFSgqEhPu0ybwwlm7eESTHz/R6zaXYwmi+csEktuoT6XLsjcfg4nr+hbHB8zIIRm5vswO8cguW3rgtgQtYDR9G5BfjK8+bOhmJmig0hE20l4Iqq5dEGQX+v7f1CTmG9bvbcYjZbrvfm0+Zqwnk+Lw6zRMZRYPBjVXLogSN167WRyAiUXX/bsuP4AgCaLvcXkSkKIM0ouXaBVtay5jIsLQWSgSoBoSE+hUYCEdB4lFxeYbXaU1TUhyK9lzeWpu2MEiIgQQjwTfRXrpNwzFZjw3o+4L+u/aLba8eoj8VDc+CYbGqDAA0OpSay3OV9hgL7RKnQYhHgkqrl0wvLt5/DJ7mLH8492FWHeuH745Jm7kKwLgkYlpY7FXujUFT0KZA342YhIoUMhxOO4XHMpKyvD7NmzERISAj8/P4wcORJ5eXltlt+0aRPS09MRGhoKjUaDsWPHIjc316mM1WrFW2+9hbi4OCiVSowYMQLffvut65/GDSoNzVi996LTsZl3ReHkFT3SBodC6yejxNJLzUjRUWIhpA0uJZe6ujqkpqZCJpNhx44dOHv2LLKyshAYGNjmObt370Z6ejq2b9+OvLw8TJo0CVOnTsWxY8ccZZYtW4ZPPvkEf/3rX3H27FksXLgQjz32mFMZoSz7+jRsnPOGHqW1zXgsOZKSihf5+liZ0yKjhBD3EjEXttlbsmQJ9u3bhz179nTrTYcOHYpZs2bhtddeAwBERkbi1VdfRUZGhqPM9OnT4e/vj3/961+duqbBYIBWq4Ver4dGw89y90XVDbg/679Ox+7pH4zTZXrs+Z/7EKxufb4L8Tz7C2swbiDts0NIV7l6j3Wp5rJ161akpKRgxowZCAsLQ3JyMlatWuVSgBzHwWg0Ijg42HHMbDZDqVQ6lVOpVNi7d2+b1zGbzTAYDE4Pvv3th8IWxwaHB+CeASGUWDyInWMorm5AaW1jm2UosRDSs1xKLsXFxVi5ciUGDRqE3NxcLFy4EIsWLcKaNWs6fY2srCyYTCbMnDnTcezBBx/Ehx9+iAsXLoDjOHz33XfYsmULysvL27zO8uXLodVqHQ+dTufKR+nQ8dJ6bD7mvKR+sFqOizUmTB0Rwet7ke6pa7RAJhGDo/2ICfEYLjWLyeVypKSkYP/+/Y5jixYtwpEjR3DgwIEOz8/JycGCBQuwZcsWTJ482XG8uroav/rVr7Bt2zaIRCLExcVh8uTJ+PTTT9HY2Pq3UbPZDLP51sKRBoMBOp2Ot2axX/8rDztOVzgdm3lXNL4+cRU/LZtMa4gRQnoVtzaLRUREIDEx0elYQkICSkpKOjx3/fr1mD9/Pr788kunxAIAoaGh+Prrr2EymXD58mWcP38e/v7+6N+/f5vXUygU0Gg0Tg++NFpsLRILAFg5hvED+1BiIYSQDriUXFJTU5Gfn+90rKCgALGxse2el5OTg2effRZr167FlClT2iynVCoRFRUFm82GjRs3Ytq0aa6Exxs/uRR9Nc59QCN1gfjP2UpqEiOEkE5wKbksXrwYBw8eRGZmJgoLC7F27VpkZ2c7jfJaunQp5syZ43iek5ODOXPmICsrC2PGjEFFRQUqKiqg199asv7QoUPYtGkTiouLsWfPHjz00EPgOA6///3vefiIXROmUTg9jwv1h9nO0eKUhBDSCS4ll9GjR2Pz5s3IyclBUlIS3n77baxYsQJPP/20o0x5eblTM9knn3wCm82GjIwMREREOB4vvfSSo0xzczOWLVuGxMREPPbYY4iKisLevXvbnT/jbu//fAS0quvNX6P7BWFfYTXuGxKGAGoSI4SQDrnUoe/J3DHP5Y2tZ3CqTI+L1Q2obbTib79IxqPDaUY2IaT3cfUeS2uLtSLvci0++W8xtH5SR2IBgElDwgSOjBBCvAMllxsYY9h8rAz/3H8JJ25sYfzYyChHYlHJJFAr6MdFiLexcww2joNCShu89SRacv8GkUiE3DMVOH3VgFExgZg1Ohq5Z28NR1bI6EdFiDf6YGc+qo3mjgsSXtFX8ds8NioKl6414lqDGWYbh0bLrX3SpWJapNLX2TmGcn0TApQyx2AO4v3+56F4oUPolejr+G3SE/qiyWLHY6Oiceaq81plMgn9qHydRCyCWCSC1c4JHQohXo/umLeRiEX4x5y78M3JlmuaqWTUXtsbRAaq0Mdf0ebrHMfgIwMsCXErSi53+PZMJQqrGlocD6JVkAkAkQi0j4+PM9vsaLbaOy5I2kXJ5Q4JEa2P334gkWbmE/4SS97lWl6uQ/jX0GyD2UpNo91FyeUOkxPCMGlIqNMxkQiYNjJKoIiIL7orNrjjQkQQIf4KaP1oQEd3UXK5g0gkwh9/PgIz7orGzQFi9w4ORV+tsv0TCSHdUmVsFjoEwiNKLneo0DdjycaTiAxUYcdLE/DEqGg8M7b9VZ8J6Yxmq51GorUjLIC+wPkSmudyQ7m+CdtPVeBCpRHfn6/CsZI63N0/CAsm9Ic/zcwnPGi22mFstkEX7NflazDGUFDZgCF9A3iMzLNdrDGhfx+1y+dZbBxkEhENwBAI1Vxu+Gz/JRwqvoZ/n7wKAHgoqS/69/HH7H8cwv0f/hc/nq8SOELi7RRSSbfb8l/IOYajJXU8ReQdupJYAICBhowLiZLLDSmxQbhS1wij2Y7wAAXiwvzx3dlKXDNZYLFx+Pt/i4QOkXg5lVzS7V1MX3s0EU/dHcNTRL5NIZVQrUVAlFxuaLJyOFtuBABMTgzH3f1C8MltCWXi4NC2TiWkx4RrqF8CuN48SJNZPRsllxs0yuv9KtFBSiikEpyrMOCq/vroFYlYhNn3UKc+6TyLhSbh8Y3jbiUTkYj6UjwdJZcbbi75cX98OMbFhWDlrlu1lv591DTunbhELqflgvgmpsVjvQollxtC/OWIC1WjymhGo9WGizUmx2sx3RjdQwjpvKv1TWi02IQOg/CAkssNwWo5Hh4WgfTEcKzcVez02uVrpjbOIr3d7U01pPv+c64SFXqaTOkLaALHDQqpBOkJYahpMONcufNy+za6gZA2UFMNv+aM7Sd0CIQnVHO5TVyoPz76seWQ48vXGlFc3XKlZEIIIa2j5HKbU2UGHC2pb3FcIhYh0I+W3CedQ8NkCaFmMSebj11p87WbQ5UJ6QgNkSWEai5OWtvKWC4V48OZIyClbY49VoPZ1uWO9Saaj0KIW9Ad8zYhrWxvGx2oor1cPJi+0Yqk13Ox/XTLrak7Q0XzUQhxC2rruU0f/1v9KiIR8GBiX4zUBQoXEOmQn0KC/318GMbF9RE6lFZxHGt1RNnN4zY7B4m4c7PNLTYOcil9HyTegZLLbULUt2ouo2KC8P8eHIy4sNaXNj9YfA3RQSpEB9EESyHJJGI86cELObY1VPnmcVeaW612Si7Ee1ByuU3IjZrLxEF98MDQcNQ1WsBxHMTiln/QYwaE9HR4pJdT075CxIvQ16DbhAYoMHVEBH66VIt/HSzBpZpGrD9SCjvHUGuy0GxsQgjpJPoqdJu4UH88NToGYpEIo2ICsa+oBiqZBDLJFaz/qRSPJUfjF/d4bhMM8T76Jiv0jVbEhFDzKvEtlFzuMG5gH4wb2AdWO4fzFUZIxGJ8d7YSeZfrEK5R4qm7dTSPgbjMZuda7V/RqmSoaTB36nyxSETLzRCvQc1ibfj8wCW8PHkQAv1kyD1biahAFQBgd0G1wJERb9Rex31cqH+nzqfEQrwJJZc2PDo8Ep/tu4Rd+dWYPjISTVY7vjlZjh/zKbkQQkhHKLm0IUyjxAhdEC7VNODr41dR02DBxMGhNEqM+CSbneP1enYvGfxi55hLsdKgns6j5NKO2BA/2BnwxKgoPH1PDM5eNWDL8TKhwyI9rDcsQsn38kYWG7/Jim/6RisAgGMMzdbOLwF0s2mywUwbmnWEOvTbEd83AP/fwwl4betp3PzC0pnOV+Jb7hzA0daseyExxlodaNJksUMpE/f4IBRPX1Yn4MZCtDKJuNU1BTv6N1bf+HyGZis0StoCvTUuf10pKyvD7NmzERISAj8/P4wcORJ5eXltlt+0aRPS09MRGhoKjUaDsWPHIjc3t0W5FStWYMiQIVCpVNDpdFi8eDGam4XdkU4kEuHxu6LwWHIU7k8Iw5gBwRCLRL3imyy5rrVmEE9LLEDbKzGr5BIa3diKjv4NO3r95s+UEkvbXEoudXV1SE1NhUwmw44dO3D27FlkZWUhMDCwzXN2796N9PR0bN++HXl5eZg0aRKmTp2KY8eOOcp88cUXWLJkCV5//XWcO3cOq1evxvr167F06dIufzC++Mml+MU9MfjxfBVOlxlQ12jBySt6ocMiPcQTE0lvwndfUGddqWvsVDmrQPF5AxFz4Wv4kiVLsG/fPuzZs6dbbzp06FDMmjULr732GgDghRdewLlz5/D99987yvzud7/D4cOH23wvs9kMs/lWE5XBYIBOp4Ner4dGo+lWfHfKPVOB785W4qu86/u9/OKeGGQ+NozX9yCEeJebTZGMMZhtHGQSMSQ+/GXEYDBAq9V2+h7rUs1l69atSElJwYwZMxAWFobk5GSsWrXKpQA5joPRaERwcLDj2Pjx45GXl4fDhw8DAIqLi7F9+3ZMmTKlzessX74cWq3W8dDpdC7F4YrS2kbkXa7DkL7XF7Hcfqrc4zssCf8aLb2rE7e0tnPf3nubm02lNvv1/4pEIihlEph62e9HR1xKLsXFxVi5ciUGDRqE3NxcLFy4EIsWLcKaNWs6fY2srCyYTCbMnDnTcezJJ5/E22+/jfHjx0MmkyEuLg6TJk3CkiVL2rzO0qVLodfrHY/S0lJXPopL7k8IR63Jglkp0ZBLxKhvtGLPBZrv0tv4yXvP+BfGGFbuKhQ6DI9yc8jyzaZSmVQMs+3WSLOb/S+1JovjmL7J2oMRehaXkgvHcRg1ahQyMzORnJyM559/Hr/61a+wcuXKTp2fk5ODN954A+vXr0dYWJjj+K5du/Duu+/i448/xtGjR7Fp0yZ88803ePvtt9u8lkKhgEajcXq4S/8+amx4fizWHSnF1BGRAIC8y3Vuez/Ss24OS21o7r03gjsxBoyMCcK+whqhQ+kSd4zqPHmlvsUxEVo2gwWrr6+ufrW+CfJevIOtS1/FIiIikJiY6HQsISEBGzdu7PDc9evXY/78+diwYQMmT57s9Nof/vAHPPPMM1iwYAEAYNiwYTCZTHjuuefw6quvtrrkfU8bEKpGoEqO3DPluHdIKM5cNQgdEuGJRnX9z0Au9ezhsz1JLBZhZooOFXphR2x2VZPVBqDlzrLdkRwT1OJYe/vrRN5YMqq3cumunZqaivz8fKdjBQUFiI2Nbfe8nJwcPPvss1i7dm2r/SiNjY0tEohEIgFjzGOG/UolYqx4ciTEIhGuNVgQruH3F5cI5+awUtqIq6W+WqXj/2sazF4zOio6kFaZFppLf02LFy/GwYMHkZmZicLCQqxduxbZ2dnIyMhwlFm6dCnmzJnjeJ6Tk4M5c+YgKysLY8aMQUVFBSoqKqDX3xrOO3XqVKxcuRLr1q3DxYsX8d133+EPf/gDfvazn0Ei8Zxvk5GBKvzh0USYzDZMT44SOhxCepShyYr8CgNOl3n+UHya2+MBmIu2bdvGkpKSmEKhYPHx8Sw7O9vp9blz57K0tDTH87S0NAagxWPu3LmOMlarlb3xxhssLi6OKZVKptPp2G9+8xtWV1fX6bj0ej0DwPR6vasfiRDiQ8xWO7PbOaHD8Dmu3mNdmufiyVwdg02I0IqqGzCgj9qnvmWfrzBAJhF3ahsBdzHb7JCKfXvOiRDcOs+FEMKfqECVVycWfaMVq3YXOw3H/SA3H69tOS1gVIBCKnEkFn2TFcu+PoXL10yCxuQJeroeQcmFEIEoZZ7Tn9gVGpUUcWFq/Hb9CTSYbfjubCVOlxmwr/Baq8N2hfC7L4/jXwdL8Jfve8+cnZtD62/acrwMkz/8L6b+bW+PboXQe2aFEdINJdcaoVFJEegn7/I1qozNkIrFjnkQ3k4kEuG++HAkRWnx7r/PQt9oRYXh+tDlv/1QiOw5KYLG12ixQauSwU8uwcuTBwkaS0/S+jkvpvng0L7QqmQIUSt6tKmQai6EdMBss2P6x/tQXNO9phWbnUGtkKBc38RTZJ4hLECJZVMSkdI/GMdfS8eTo3XYebYS1cae256CMeY0G95u5/D92Ur8asIA/Oe3adAF996hyUqZBPcOCcOwaG2Pvi8lF0JueHXzqVaPK6QSfPn8GCTrArt1/chAFRRSCfr4+94cKbVCimfH9kOgnxzzx/eHViXDqbL6Hnv/7afK8cXBy44moQtVDTCZrYiP0PT6yYxCoWYxQgDUN1pwrcHS5usDwwJ4e6/WNqfyBTfX3BoUHoBF9w/CuLg+PfbekxPCsb+oxrHaQnyEBv1D1T32/qQlGopMSBdYbBxK6xrdMuS20WLz+kUyLTaOVjzwMTQUmZBW8D1KRi4VY0Af/r8ZX6ox4d8ny3m/bk+jxELoN4D4PMYYFvzzCO/X5XuOSs7hEhwovoaf3xXN63V7Eyvts+QxKLkQQV2oNOKZ1Yfc+h4ikQhP3h2Daw1mnLl6a12s8xUGLN100iP23DhXboDVzuGpu2O8emKlkOx2DqW1tFq5p6DkQgQVHeSHpQ8nuP19HhzaF0dL6nH52q3dFQf08Ud8Xw0CFML2bzDGsOGnK/jF3TGCxiE0rptNlxKJGGEBvXfIsaehDn1CBHaitB61JgsmxYd1XNhHGZutOF2mR3JMECoNzZBLxYjQ0hBiT+LqPda7h6QQ4gNqGsw9PsHN09g5DjY7B7OVQ3SQn8fs40S6jpIL6RWaLHao5J65lldkoAp91O6fWGm22aHw0N02A/0UmDD49pob9Tt5O+pzIT6vytiMf5/y3OG9CREaxwREdyqvb4aFRlORHkLJhfgcq51zGhUWFqDs1PBexhiarfZWX/OUVX67o18ftdfNPymsMmL9kRKhwyBd4F2/aYR0gkwixtBI1/swbBxDfWPrw5LXHLiMkttGmnmbRotN6BC6RCGV4PODl/Huv8/Caqdalzeh5ELIDTKJGH21ylZfe/G+gYgO8t7RS966nIwu2A/v/3wE8isbsHz7eRwsviZ0SKSTaCgyIT3IzjFcrW/q8SXgGWPgGLx+69/S2kYEq+VQCzw3qTeitcUI8WBiEXC8tL7H35cx+ESzUq2p/dWrieeg5EJIDxKJRJg6IrLH31csFnn9tsoAsOX4Vey+UCV0GKQTqG5JCPEar01NBGMM1UYzFq8/jrTBoVgwoT+tx+aBqOZCSC9XaWjGNyeves2seJFIhLPlBgSr5dhTWIP//fa80CGRVlByIaQN+kYrTl3Rd1zQy4VrlHhwaF+U1jYJHUqnpQ0OxV+eSsZnz45GUVUDvj9XKXRI5A6UXAhpg9ZPhsTI3jHyUCYRIybE+1YUFotFeDgpAu/8+5zX1Lx6C0ou3WS2tT6jm/gGbx+62xskxwTiYo0JhVUNQofiEsaYR+wl5C6UXLqp1kTDIgkRUnSQHwKUUuw4XSFoHF1JFIpOLsfDx5dYq53r0eHolFy6iTHA0Oy73z4I8XRyqRjpCeHYX1QjaBxalcyl8iJR54eH87GatUwihkzSc7d8Si7dFBmogrwH/8EIv7ytKYW07tEREThyqa7NhUeB681QTV66xpo3orsiD3xhclpvdKykDks3nURprfcuSEmuGxweADvHYLa23ewjEomgameNtXJ966PlfGFlAyFQciG9VoW+GbEhaoT4y4UOhXRTo8UOtVyCAOX15FGhb3b5GpIbEzEbmqyoM5nbLcsYA8fR6LT20Ax90utY7Ry2nbiKx0dF4+FhEUKHQ3jwzYmrmJYcBbFYhO/PVaKgsgG/vjfOpWuEaa6viO1/R99Ja/0UIpEItChA+6jmQnxe9u4iNJhvtbXLJGI8lhwlYETt89a9V4Rittmxp7AGz08cgN99eQLfna3EM2NjXbpGs9WOH89X4mRpPWzUDMYLqrkQn2excbhS14j4vrcmRHrqWlTVRjN2nq3A0/e4dnPszTYfLcP/PBSPsAAl/veJYV0aEfXNyXLszq9CnwAlhusC+Q+yF6LkQnzeC/cNEjqETpNLxUiM6B2rAvDhdJkefgopxgwIQbPV3uWhtk0WGzQqmaPPpjUms432kXGBy/8SZWVlmD17NkJCQuDn54eRI0ciLy+vzfKbNm1Ceno6QkNDodFoMHbsWOTm5jqVuffee2+0YTo/pkyZ4vonIqSLfjwv/FLuWpUMyTFBQofhNSK0SvxsRCSOXKrF5W5sQ11UbcKXeVcwLi6kzTIWGzWXucKl5FJXV4fU1FTIZDLs2LEDZ8+eRVZWFgIDA9s8Z/fu3UhPT8f27duRl5eHSZMmYerUqTh27JijzKZNm1BeXu54nD59GhKJBDNmzOjyByPEVQkeVGO4c7b37X1GremtN74QfwUAgOMYfrfhOL48Utql67zxs6E48+aDuCu27cQepKZRha5waZvjJUuWYN++fdizZ0+33nTo0KGYNWsWXnvttVZfX7FiBV577TWUl5dDrVZ36pq0zTHxFTUNZuRXGJE6sI/j2NX6JkQGqlot32C2obbB4pULT/Jpy/EyjB/Yx5FwCL/cus3x1q1bkZKSghkzZiAsLAzJyclYtWqVSwFyHAej0Yjg4OA2y6xevRpPPvlku4nFbDbDYDA4PQjxBcXVJoQGON8g20osAOCvkPb6xAIA00ZGeUVi6S21TJeSS3FxMVauXIlBgwYhNzcXCxcuxKJFi7BmzZpOXyMrKwsmkwkzZ85s9fXDhw/j9OnTWLBgQbvXWb58ObRareOh0+lc+SiEeKwROi0aLfZ2lzIhbTt5pV7oENrEGOuwidNXuNQsJpfLkZKSgv379zuOLVq0CEeOHMGBAwc6PD8nJwcLFizAli1bMHny5FbLPP/889i/fz9OnTrV7rXMZjPM5luzaA0GA3Q6HTWLEa9naLbi+3OVGBQWgKQordDheB2LjYO8k6sNk85za7NYREQEEhMTnY4lJCSgpKSkw3PXr1+P+fPn48svv2wzsTQ2NmLdunUd1loAQKFQQKPROD0I8QUqmQRjB/SBwYf3+nAnSiyewaV/hdTUVOTn5zsdKygoQGxs+xO+cnJy8Oyzz2Lt2rXtDi/+8ssvYTabMXv2bFfCIsQnlNY2wmS2QSYRo6DS2KLfhXRPs9VO64H1IJeSy+LFi3Hw4EFkZmaisLAQa9euRXZ2NjIyMhxlli5dijlz5jie5+TkYM6cOcjKysKYMWNQUVGBiooK6PUt9yZfvXo1pk+fjpCQtseaE+Kr1AopahrMOHmlHpGBSgwKDxA6JJ+ilEkgpp1Few5z0bZt21hSUhJTKBQsPj6eZWdnO70+d+5clpaW5nielpbGALR4zJ071+m8/Px8BoDt3LnT1ZAYY4zp9XoGgOn1+i6dT4gnqDdZhA6BdKC2wcw4jhM6jB7n6j3WpQ59T0bzXAghxH3c2qFPCHEPPvZIJ97nox8L8c/9l3xy7gslF0IEdqK0Hh/9WIR/7r+EfYU18JHGBNIJM1Ki4SeXIHP7OaFD4R0t8UlID9pXWAORCBgaoYXWTwbGGMICFJCJRQhQSnHNZIHRbINGKev4Yj3AYuNw5FKt01I0N+mbrFDJJCita0RYgAIBShk4jnlEpzljDIzBI2JpT1iAEjNSdPDFVRSpz4WQHvLfgmokRWpwubYRh4prUVJrQrBajrlj+zl2QfRWzVY7Gsw2cBzz+s9CWufqPZZqLsRlNjuHcn0zjM02JEQEeOzGW57GZLbBzhhGxQRhVEwQ9I1WfLr/ok/cjJUyCZQyidBhuE1DsxX+HlKb9BaUXEiH7BzDxz8W4prJgqLqBhy+WAvzjQ7Iu/sHY80v7/bpGwtf0hPD8afvCvDCfQPhJ5eiytiMKcMihA6LdMIXhy5j/vgBkHZxM7L2MMZ88gsaJRfSIRGA6clROFduwIND+6LWdBaXrzUiJtgP/gopDhRdw71DQn3yD4RPMokYs8fEQiq+foOiSZLe4/FROt4Ty80eCV/9u6HRYqRVFhuHc+UG5F2+XkvRBfvhgaF9AQAzU3R44b6B2PjrcZgUH4ai6ga8+vVp7LlQLXDUni8yUNVr175ad7gEg17dDmNzz66ZZrV3f5ivO5biubnjrq+imosHYYyhwtCMCG3be3e4G8cxnK8wgmMMA8P8YbZxUMlvNXnFhakxNi4EV+uboJJL8MyYWBibrVi8/jhqTRYcL63HSF1gt2LIrzAiyE/mE30R5BaJWAS1QgqbvWfHEIm98AZut9shkXh3UzONFvMgjDGU1jZ51MZPf/3+AhIiNLDYOdQ1WjAkPAAp/Zw3etuYdwXDorUIVMlQ02BBiL8c4d1IDIVVRuwrvIa54/p1M3rhMMbwjz0XAVzfKTI9MZyWzydejWboezGRSIQwTc+thHuw+FqHZTImDURSlBYPDe2Lp++JhY1jyDlcgqLqBkeZlH5BGBTmj51nK7HjdDl25Vd1OaZmqx37i66hwWzD0ZK6VsscL61H1s58/P2/RSisami1TGfYb6yQe+RSreP/+WI02/Cfc5UQi0VgjOFvPxTih/OVOF2mp0mSpFegZjEP05OjrrhO3OSarHYcuVSLu2KDEBmowpgBIRgzwHnV6phgP9Q3WtFgtiHQT44DRdcwa3RMl2JSyiSYM7YfgOubZt1p+6nryeud6cMgEgFf/lSKrSeu4lcT+iPAhaGi6w6XQCIWgWMM00ZGQcLzZDuNUoYn79ahrK4JaUPCMH5QKPr4y2FstqG6wQyNUkYj7Ei7PGVCaldRcunFFNKOb25rD5VgVGwgak2WNvdxv1LXhIs1JvwytT/kUjFe2XCCl/junKXOcQyXrpnw2/Qhjk7xp++JhaHZih/OV8FPLsWQ8IAOmxUbzDbkXa7D+zNGoKi6AcdL61skTD5crW/GC/cNanH8z/+5gBfuG8j7+/UWjDHYOAaZG4YFexJvTiwAJZdeizHWqVE000ZGwmSxo38fdZtldMF+0AXfuqG7a+kSO2P4zb0tb8oapQzTRkZ1eL7NzuGny3UorjYhPTEcABCokuFYSR0A/pNLuEaJ3QXVmDg41Ol4o8UG775tCOv6CCtqWvR0vp36SasYY9h+qsIpIbQlTKNE/z5q7L1Qg/+crUR+hbHDcybFh2LG3/fjvW/PQ9/I37DT7nxTbbbakfVdARRSMVRyMSYnXE8uIf4K1DRYUHKt0VH2Yo0JVYbmbsf7xKgofHumAjUNZqfj4wb2wfnbfo7UB9Mxm51z2kXS12stHfGG3xmqufRCxTUm2DgOUW00c7Xm0MVreG7igHb/qPVNVryx9QxUcgkyJg1E6sA+EOJv4HhpPeL7Bjj6NPRNVjCOITpIheSYICTHBDmVXzC+P/554BKaLHao5FI0W+241mDBzNHRiO/b8aiYrJ35EAEYGROI++LDHcdFIhF+/+AQvPvvc3gsOQpJ0VrIxGIcL6nHrNE6R7miahNUcolL/x69UYWh2dE0a+cYTl6pb/FvSTwHDUXuhT75bxFigv3wsAtLj1hsHEQi7/jGWGuyYPXeYvz8rmhcqGxATYMFo2ICMaRv59dB0zda8eF3+XhzWlKHZRevP47HR0VhzICQVn8+FhuHH/OrcKK0HlY7h4eSInBXLN0Uu4MxhnJ9c5v9gIR/rt5jKbnwyGbneFsiwmLjYGy2IsSf36HJtSYLXlh7FKvmpECt8N2Ka32jBX/5/gLiwvwxfmAfxIa03WfUlh/zq9DQbMPUEZHtlqtpMGPJxpP4x9zRXQ2X3KHOZEGQWi50GB7B0GSBRiX8z4JWRRZQa4nFbLOjqMoEjUqKqEBVp785X6gyIi7Un+8Q0Wy14y9PJft0YgGAQD85Xps6FM1WO6RdGHXzn7OVOF9hgL9CisKqBkQFqrC3sAYSMWC1MzyQGO74t9QoZVDJpahvtOB8hdEtI888DZ9fpFoTpJbjYo2p3YEkvYVCKkaj2Qo/hXetyuzbdxiBfHu6HIAIGpUUJdcaMT05yuU5DUMj3TObu7c1I3R1Lkl1gxkcxzAjRYdtJ67inEKK1LgQBPsrUG00Y+PRMkwdEQGFVILCqgbE9w3AxqNlmDs2ludP4Fn2F9VgV341fjxfhW0vjnfrXB1PSSyXr5m6VPPtDDvHwLH2h1UrZFKv3AabmsV4ZDLbsOnoFYyN64OBYf44X2HoVIcw8Ty78quQ0i8Y/p2s4V2pa0RUoAr5lUbknq7EC/cN5H1ipid45M97EKyW40+zRrplMUfiuWj5lx52c3iknWPYXVCNJ++OwcAwfzDGYLF1fzVWIox7h4R1OrEAQHSQH0QiEY5erseEwX2Qe6bCjdEJ59N5o/HPX97t84mFMYZGiw2MMVysMTmOf3HoMopvLH20v6gGH+7MR4W+88PWzWYzKmoNvMfriahZrJtOlelRrm+CQirBpPgwR/VWJBJheHSgsMGRHme1c6gyNPOyzLsn6s6CpN5EJBLBT3799ni4+Br+dfAyfnFPDGal6LDl+FUMCPXHuLg+GBfXByazzXFepaG53Z+RWCxGUIAaJrMNxiYb+gb67s+TmsW6yGS2Qa2Q4mp9U6/rxyBts9k5FFWbMCjM3+uX7/BWNQ1m9OF5lCVjDE1WuyPhtLbyAgBUGZrb3SrCarXD2GyBSi6FUi71qv1cqFmsB1y+ZsLOs9ebPSixkNtJJWIM6RtAiUVAfCcWwLkmAwD3DAhutVyYRuk0e/7OpnGZTILgABVUChnMVu/rpHcFNYu5qMFsw9bjV2nhQUJ6sZuLvv5wvhLhGiWGRmqx80wFvj1TgbtigxChVeK++HDHAqv7C2vAAKQO7APgVsuHL/PtT+cG/zp4GXNT+3lVdZYQb9FstWNXfjUeSurLy7XMVg5aP/fND7m53M/V+ibkHC7B/z4xvEWfi77JirWHS7DzbCWWTUnApCGhWLXnIiK0Kjw3cYBPjioEqFnMJU0WO6KDVG5b9ZeQ3k4pk+DBoeEdF+zktTpKLBwPm8TVN1rwVd4V/PHnI1rtzK82NuNUmR4/Gx6Bv31/AdM/2g9dkAoFlUbeN6nzJJRcXGDlOAyL0vr0LwQhPcXOMdSbLE7HqgzNPdoqwEffWKCfHIvuH+QYnn2twYxrt62EPTAsAP9eNAGxIWo8PCwC/UPUeHf7eQyL0jqazXwRNYu5QC2X4qdLtYgNUcNss3dqsy1C+GK1c16xcGhnNFvtuGYyo6/GeUAM32vp9QRDs9WpNSPEX9FiSXx/hRQv3j8INjsHxoBVe4vx85Tong61R/nGb2oPEYuASUPCAAD1PO5TQsidWmuu8fTEUlrb2HEhXG9G2nOhGoCoRX+Dt/U/MMZa3fitrdqXVCKGVCKCXCJGgI936Hv2b6uHEYlEjl+a3jKZjAjDG4cyd2bzOQAoq29CemJfn9i/RiQSIcDFPliRSITQAAWKb5v574souRBCeMVxDB/9WNjmLqSDwgKQvbsI9Y2WVl/vDe6LD8P+wpoWxzmOocrY/V1QPQHN0OcBxzEYmq3QqmQ0RJn0ersLqjHn/w4jvm8A7u4fjFenJLTon7RzzOuawPhWZWwGxwFqhQRquRTVDWZsO3EVHGPwV8jwi3tihA7RCW0WJkByOXNVjx/OVWHmaF23mssq9M1QycSw2JnPLwx4U2ltI/pqlR7fn0A6r85kwYffFWD7qXIYzTbkvjzRY5bP91SMMY//Yur25V/Kysowe/ZshISEwM/PDyNHjkReXl6b5Tdt2oT09HSEhoZCo9Fg7NixyM3NbVGuvr4eGRkZiIiIgFKpREJCArZv3+5qeIIYGqnFi/cP6nY/TF+tElo/OUIDFNh24iouX/PtNlngejs9JZaus9g4MMZQa7K0GKEklCC1HG9PT8LB/+9+/OHRRPz+qxM4XlovdFgezdMTS1e4NFyhrq4OqampmDRpEnbs2IGwsDAUFRUhMDCwzXN2796N9PR0ZGZmIjAwEJ9++immTp2KQ4cOITk5GQBgsViQnp6OsLAwfPXVV4iOjkZpaSkCAgK69eG82aT4MMfS3oS0p77Jigf+9F/08VfggxkjkBTlno3mXCWTiPHMmFikDQqFD947SQdcahZbsmQJ9u3bhz179nTrTYcOHYpZs2bhtddeAwD8/e9/x/vvv4/z589DJuva7HdP2CyMEKE0WmzYc6EGQyM1iA7q3KgtQlzh1maxrVu3IiUlBTNmzEBYWBiSk5OxatUqlwLkOA5GoxHBwbdWFd26dSvGjh2LjIwMhIeHIykpCZmZmbDb21411Gw2w2AwOD0I6a385FI8OLQvJRY3YIyh2cdXMHYHl5JLcXExVq5ciUGDBiE3NxcLFy7EokWLsGbNmk5fIysrCyaTCTNnznS67ldffQW73Y7t27dj2bJlyMrKwrvvvtvmdZYvXw6tVut46HQ6Vz6KV6ozWXClrnMT1QjpzQqrjLDdtmFbub6pW31SNlryyWUuNYvJ5XKkpKRg//79jmOLFi3CkSNHcODAgQ7Pz8nJwYIFC7BlyxZMnjzZcXzw4MFobm7GxYsXIZFcH7L44Ycf4v3330d5eXmr1zKbzTCbb63fYzAYoNPpfL5ZrM5kQZBaLnQYhJBexq3NYhEREUhMTHQ6lpCQgJKSkg7PXb9+PebPn48vv/zSKbHcvO7gwYMdieXmdSsqKmCxtD7RSqFQQKPROD16A0oshHieJrMVhiYLcg5fbrFBWG/lUnJJTU1Ffn6+07GCggLExsa2e15OTg6effZZrF27FlOmTGn1uoWFheC4W/8oBQUFiIiIgFxON1NCiGez2Djom6yYOiLKp1c6doVLP4XFixfj4MGDyMzMRGFhIdauXYvs7GxkZGQ4yixduhRz5sxxPM/JycGcOXOQlZWFMWPGoKKiAhUVFdDr9Y4yv/71r3Ht2jW89NJLKCgowL///W9kZmY6XZf0DrSdAXGncn0TTl3Rd1zQRQEqOXTBavj7+GKULmEu2rZtG0tKSmIKhYLFx8ez7Oxsp9fnzp3L0tLSHM/T0tIYgBaPuXPnOp23f/9+ds899zCFQsEGDBjA3n33XWaz2Todl16vZwCYXq939SMRD1JjbBY6BEJIK1y9x9LyL4R4GOYFS4GQ3sfty78QQtyHMYZ/Hep4gAzxHHUmC8w2mgdzJ0ou3WRsttIvFuGNSCTCM2PaHyBDPMexkjrsL6qBb7T/8It6n7rJ1Y2CCCG+Y6QuEMkxQUKH4ZGo5kIIIV1EfWNto+RCCCE8s9rs0De1vhNnb0HJhRAftOGnUqFD6NVkUgm0qt7dZE7JhRAfpKbJfC7hY8kWxhhNAr4NJRdCfFDa4FChQ/AqfCzZIhKJIKYuGAdKLh6IdqD0PFWGZqFDcAnVXIRBHfy3UHLxQP37qIUOgRf1jRZsO3HVaV8NT2VotrbY76PZasfnBy5h+kf7cORSnUCREeKd6OuNB/KVbz/+CikazDZcM1kQrlEKHY6TmwlPKhFjUc4x/HC+CvcnhOH5iQNQVG1CXKg/ooJUOFZSj98/OARj40IEjpgQ70Jri5Fe51y5AefLDTBZ7Jg9JhbfnLyKPv4KBKvliApU4YfzVRgzIAShAQqhQyXdZLFxtAQ+T1y9x1LNhXgNxhg+/K4AL08eDBEAcSd6TysNzSitbURKv2AAwKUaE744dBlvT0ty1BAfHR7pdM7UEZEtruPp7ByDhHqTW6DEIhxKLsRtGGM4W25AWIDSUQvgONappHBTncmC8xVGlNY2YuPRKzh0sRY/5lchbXAo/t+D8R2e32ixY1b2QTwxKgq/uXcggv3lWPpwgs80Pd5UaWhGZKBK6DDcrtrQhD4BSlhtHOQySccnEMFQciFu02C2oaDSiAF9/B3HfvPFUaT0C8Lccf0gk3T8rVIll+DjXYXYc6Hm1nWbbZg2MqpTMeiCVBgaqYG/4vqENo2PrgXnjYmlwWxDRX0Tyg3NiA1WIybEr93ydo4hVKMCxzE0WmyQScU+9yXBl1ByIW4ToJThseRop2PDdVq88+9z+PZ0BR4c2hc/GxnZbme/UibB4smDAQDj4vogPTEMcaH+nb6pSCVibH1hfNc/BHGLkmuNWHPgEh4dHgGxSIRGq63Dc242+3GMIUApa/d3oMlsg0ImcdSS6xstUEgleD83H2qFBP37qPH4qOgW511rMCPEn/ra+EDJhfSo5yfGISxAiS9/KsW728/Bzhhmj4ltd3vY5JhAPHV3DB4ZFtGDkRJ3ignxw7JHE7t0rrQzNd47fp+0KhmqjGacvFKPny5fH1bOMeDnd91KMGabHR/vKsIfuhgXcUajxYggiqobUKFvxvBoLQKUMphtdrzzzTlH886v741zKp+x9iiemzAAI3SBAkRLvF210YzQAAUYYzhQdA1/zM1HfoURuS9P7LA5jlxHo8VIj+FurKPkSgf9TXGh/ogLvdUXs+GnK/j84GXHc7EIeD7tVoKZN64fyuqbKLmQLvGTX+/8F4lEGDewDz4J88cLa4/ig53nEaxW4JmxsU6/j6T7aJwe6bITV+pRXGOCobn7S4vLpWLMuCsaA8P8EaKWI2tnAV7MOYaPdxViV34VGi12ahYjXXbncjjhGiXWPzcGfnIpcs9UIICWy+EdNYuRLmGMIb/SiPi+7vlZF1c34HcbTuBYST0A4IMZI5zaxwnprEp9EwJUMmw6egWPJEUg+LYO+0aLDZUGs0tLLtnsXKf6fXwNNYuRHtFs5aBy4zyDAaH+2PD8WPxj70VYbByeGNW5ocfkloIKI2wcQ2Jk7/2yVVbbiLySOtyXEAarjWHvhRrIJCI8fGPirJ9civ59XLsN9sbE0hWUXEiX1DZaEBuihs3OodJoRpQb5llIJWIsTIvruCCu16RozsMdROjViQUAfjhfiQitEv4KGeaN79+lazDG0GC2IcBH50i5CyUX0iX+CimOltSBMWBUTKCgsZTWNuJP3xXg+JV6jIsLwauPJEIl967Z2yazzeVl8i02Dtm7i8Ax4IVJA1sMrBgcHsBniF5p9th+3b6GSCSixNIFlFxIl2hVMoyKCRI6DADA8h3nsP1UBQCguNqEgooGvHj/QAT5yRGhVXr8pDibncOVuiYM6etaMpBLxZg5WofdBTVdGrHXG3S2Nnu8tB4jaSQir6hDn3i10tpGTHz/R7T1WzxxcCjenZ6Eyhubfd1cwJKQ212oNGIQ1fTa5eo9lpIL8WoWG4dKQzP0TVZsOV6GXfnVqDKaoW9qOTxaIhZh0X2D8Ot742i1XEJcRMmFkkuvV1bfhC+PlOJ8hQGHLtZCLZdiVGwQdp2vgtFsw9vThuIZHtriXcEYg77JCq2q/TWxiOcorm5AQaURDyXR/CqAhiITgqhAFRanD271tTNX9W4Z2daRmZ8cwKkyPf7z2zREB9FyI96AY0BpbRMKKo00OKILKLmQXmVopFaQ9110/yAMjwqE1o9GHXmLgWH+iNAqseN0BfpqlT67XYO7UHIhbmW1cZBKRL2+KWjCoFChQyBdoFZIaWWILqLkQtxKRh3nhPRK9JdPCCGEd5RcCCGE8I6SCyGEEN5RciGkhx25VItGS8d7xpNbrtY3obCqQegwiAtcTi5lZWWYPXs2QkJC4Ofnh5EjRyIvL6/N8ps2bUJ6ejpCQ0Oh0WgwduxY5ObmOpX57LPPIBKJWjyam5td/0SEeLjYED/4yZ3H0lysMeFfBy/jx/yqTl2jQt/yb+O/BdUoudbIS4yeJjJQBV1w+/OTrtSa0Nac8AYzJfOe5tJosbq6OqSmpmLSpEnYsWMHwsLCUFRUhMDAwDbP2b17N9LT05GZmYnAwEB8+umnmDp1Kg4dOoTk5GRHOY1Gg/z8fKdzlUqla5+GEC9gaLIh7LY5eRYbh3PlBjw1WtepBSjPlRsQrmn5tzE43B8R2p6fINpTFNL2V7qODm57wy9/2mmyx7n0E3/vvfeg0+nw6aefOo7169ev3XNWrFjh9DwzMxNbtmzBtm3bnJKLSCRC3759Ox2L2WyG2Wx2PDcYDJ0+lxAh2Tnnb9dyqRgjdYHgAEg6MR8oIaL1pTd8ObG4Q36FEX/94QKWPBwP4PrKDr19PhafXGoW27p1K1JSUjBjxgyEhYUhOTkZq1atcukNOY6D0WhEcLDz6rQNDQ2IjY1FdHQ0Hn30URw7dqzd6yxfvhxardbx0Ol0LsVBiFBaW1o/MlAFWQ/tcGhqbrmop68x2+wdlokN8cO704chOsgPIWoFJRaeufTbXFxcjJUrV2LQoEHIzc3FwoULsWjRIqxZs6bT18jKyoLJZMLMmTMdx+Lj4/HZZ59h69atyMnJgVKpRGpqKi5cuNDmdZYuXQq9Xu94lJaWuvJRCOm1OI4TOgS3u70J7WKNCRcqjS3KKGUSx3I83ra5nDdwaVVkuVyOlJQU7N+/33Fs0aJFOHLkCA4cONDh+Tk5OViwYAG2bNmCyZMnt1mO4ziMGjUKEydOxF/+8pdOxUarIhNCWsNxDBxjkPZQzdBXuXqPdemnHRERgcTERKdjCQkJKCkp6fDc9evXY/78+fjyyy/bTSwAIBaLMXr06HZrLoQQ0hlisYgSiwBc+omnpqa2GNFVUFCA2NjYds/LycnBs88+i7Vr12LKlCkdvg9jDMePH0dEBO2jQAgAnLxSj12dHKbcG9g51mJgBPEsLiWXxYsX4+DBg8jMzERhYSHWrl2L7OxsZGRkOMosXboUc+bMcTzPycnBnDlzkJWVhTFjxqCiogIVFRXQ6/WOMm+++SZyc3NRXFyM48ePY/78+Th+/DgWLlzIw0ckxPupZBL8cL7KpRtqk+VWp7bV7nv9LJ0YtU2ExFy0bds2lpSUxBQKBYuPj2fZ2dlOr8+dO5elpaU5nqelpTEALR5z5851lHn55ZdZTEwMk8vlLDQ0lD3wwANs//79LsWl1+sZAKbX6139SIT0mCaLrUvnldU1sipDM9tyvKzT56z4roC9lHOUXaw2dvl9PYnNzgkdQq/m6j2WtjkmpAedLdcjMaLnNiyz2TlY7FyLFQHcSd9o9dpN0ax2rseGhHsbt3boE0K6p19I27PI3UEqETsllmZrx/M/ustbEwsAVOibwFFfDi8oubjRlbpGXKg0Yld+Fax2rs11j0jv0ZM1iNYUV5sEfX9PpwtWd2oJHtIxWnDHjaKD/AAAJrMN35+rQmyIX5tLdxDSE8I0Ctg5BgndQImbUXLpASNjgoQOgRAAQB9/heP/j5fWY6QuULhgiE+jZjHSbTY7h6yd+fjox0KhQyEuOFZSh2qjueOChHQBjRYjvLBzDGIRaPE/QnyUq/dYahYjvKA2fELI7ahZjHgEX5xBTkhvRsmFCG5fYQ3GLv8e+wprhA6FdMHpMj1tI0xaoORCBLW7oBqzVx9CTYMFL+Ycw+cHLwsdEnHRthNX8fWxMqHDIB6GkgsR1N39g/HU3TEIC1Cg1mTB61tO42hJndBhERcsfSQBs8e0vTK6j4wZIi6i5EIEpZRJkPnYMGx/aQKGRmrAMWDWJwfwx2/PCx0a6aYmix3bTlzFV3lXhA6FCICSC/EIffwVWLtgDEboAmG1M3y8qwhHLtUKHRbpBpVcgqkjIjEjRSd0KEQAlFyIx9D6yfCv+XcjJfb6igbP/t9hHL5ICYYQb0STKInHabTYsCu/Gt+cvIriahMmxYfh9w8OoQmahAiIJlESr+cnl+KRYRF4ZNj1ba7L6pvQaLFDraBfV0K8Bf21Eo8XFagSOgRCiIsouRBCvApjrN0mUpudw79PlaOsvgmpcSEYoaNVyYVAHfqEEK9RVN2AT3YXt1tGKhHjSl0TApQyJEUF9kxgpAWquRBCvMaAPmoopS2/E1ts19emk994LWPSwB6Ni7RENRdCiNcQiUSYO65fi+P5FUaYaH0zj0LJhRAe7C+qwW++yAPH+cTIfo/WWn/LsGgtgtRyAaIhbaFmMUJ4MHZACEbqAkGphZDrqOZCOqWsvknoENzOZue6XPMQiUTwk0s7tWnaV3lX8M43Zx39BIT4IkoupFN6w1yTX/zjEMb+7/eo0Dc7jlXom/Gfs5W8vk96Yjj+5+F4R+cz6bqfLtV2ey8Zasp0D/rtJgSAnWM4XaZHpcGMuf93GOcrDACAoyV12MvzJmZalQwyCf3p8SGlXzD8u7lyQ22jhadoyO3oN5wQXN9m+d3HkvBwUl/kVxox/7OfsHJXEVbuKsKCCf2FDo+4UR9/hdAh+CRauJKQO5wu0+P/9l4Exxh+98AQ6IL9BI3nf746iafuiUFcqBoBSpmgsXSF1c5RTc0H0MKVhHRTUpQWH84aKXQYDjEhfiioMOLsVQPiQtW4Z0CI0CF12oGia3gx5yg+ffZuDIvWCh0O6UGUXAjxcG3NNrfZORwtqcfgcH8E+nneHA+LjcPf/1sEfZMVwf6eFx9xL0ouhHgpiViEK3WNqDA0QyWT4K7YIAR70ETCk1fq8d+CakQFqhCpVQodDulhlFwI8VIikQiPj4p2PLfa3TtvhjGGouoGDAwL6FTZy9caAVyfI5V7phIPJfV1a3wAUGloQrjG94fNewNKLoT4CHd3motEok4lFpudw9xPD2Nf4TUAgC5YhRG6nulvabZeT7AXa0zwk0sQrqEak1AouRBCeCUSiVBSe73W8nhyFJY9mthjzXWxIWoAQP8+6h55P9I2Si6EEF5JxCIMjwqEQirBkkfie7Qf6OxVA6KCVNCqvG/Itq9xuR5dVlaG2bNnIyQkBH5+fhg5ciTy8vLaLL9p0yakp6cjNDQUGo0GY8eORW5ubpvl161bB5FIhOnTp7saGiHEQ/z5yZH4bvFEhAX0bLNUk9WOJgstve8JXEoudXV1SE1NhUwmw44dO3D27FlkZWUhMDCwzXN2796N9PR0bN++HXl5eZg0aRKmTp2KY8eOtSh7+fJlvPLKK5gwYYLLH4QQ4jmkEnG7WxG7y6iYQKw9VIJaEy3pIjSXZugvWbIE+/btw549e7r1pkOHDsWsWbPw2muvOY7Z7XakpaVh3rx52LNnD+rr6/H11193+po0Q58QAlxfJ67K2IwILY0a45Or91iXai5bt25FSkoKZsyYgbCwMCQnJ2PVqlUuBchxHIxGI4KDg52Ov/XWWwgNDcX8+fM7dR2z2QyDweD0IIQQiVhEicUDuJRciouLsXLlSgwaNAi5ublYuHAhFi1ahDVr1nT6GllZWTCZTJg5c6bj2L59+7B69WqXEtXy5cuh1WodD51O58pHIYQQ4kYuNYvJ5XKkpKRg//79jmOLFi3CkSNHcODAgQ7Pz8nJwYIFC7BlyxZMnjwZAGA0GjF8+HB8/PHHePjhhwEAzz77bIfNYmazGWaz2fHcYDBAp9NRsxghhLiBWxeujIiIQGJiotOxhIQEbNy4scNz169fj/nz52PDhg2OxAIARUVFuHTpEqZOneo4xnHXJ0JJpVLk5+cjLi6uxfUUCgUUCloqmxBCPJFLySU1NRX5+flOxwoKChAbG9vueTk5OfjlL3+JnJwcTJkyxem1+Ph4nDp1yunYsmXLYDQa8ec//5mauwghxAu5lFwWL16McePGITMzEzNnzsThw4eRnZ2N7OxsR5mlS5eirKzM0Q+Tk5ODOXPm4M9//jPGjBmDiooKAIBKpYJWq4VSqURSUpLT+9wc2nzncUIIId7BpQ790aNHY/PmzcjJyUFSUhLefvttrFixAk8//bSjTHl5OUpKShzPP/nkE9hsNmRkZCAiIsLxeOmll/j7FIQQQjwK7URJCCGkQ26d50IIIYR0BiUXQohXOHNVD5ub96wh/KHkQgjxCpWGZqzee1HoMEgn0ZL7hBCvcF98OELUNLfNW1DNhRDSKjvH3L51sqtG6AKFDoF0EiUXQkgLjRYb/rGnGGabZyUX4j2oWYwQ0oKfXIrn01ouu0RIZ1HNhRBCCO8ouRDSg46W1KGRtuElvQAlF0LcbPupcjz/+U/IrzBiVEwQ/OTUGk18HyUXQtysX4gaT4yKRmyIn9ChENJj6CsUIW6WGKlBYmTX17vTN1ohEgNFVQ2IDFQhXKPkMTpC3IOSCyEeTusnAwAkxwQJHAkhnUfNYoQQQnhHyYUQD+Eju18QAoCSCyEeo77RKnQIhPCGkgshHiJILRc6BEJ4Q8mFEEII7yi5EEII4R0lF0IIIbyj5EIIIYR3lFwIIYTwjpILIYQQ3lFyIYQQwjtKLoQQQnhHyYUQQgjvKLkQQgjhHSUXQgghvKPkQgghhHeUXAghhPCOkgshhBDe+cw2xzc3WjIYDAJHQgghvufmvbWzm9r5THIxGo0AAJ1OJ3AkhBDiu4xGI7RabYflRMxH9lblOA5Xr15FQEAARCKR02sGgwE6nQ6lpaXQaDQCReg6irvneWvsFHfP89bYuxo3YwxGoxGRkZEQizvuUfGZmotYLEZ0dHS7ZTQajVf9EtxEcfc8b42d4u553hp7V+LuTI3lJurQJ4QQwjtKLoQQQnjXK5KLQqHA66+/DoVCIXQoLqG4e563xk5x9zxvjb2n4vaZDn1CCCGeo1fUXAghhPQsSi6EEEJ4R8mFEEII7yi5EEII4Z1XJ5fly5dDJBLh5ZdfbrPMpk2bkJ6ejtDQUGg0GowdOxa5ublOZVatWoUJEyYgKCgIQUFBmDx5Mg4fPuzxcW/atAkpKSkIDAyEWq3GyJEj8fnnn7stbj5jv926desgEokwffp0/gO+ga+4P/vsM4hEohaP5uZmj44bAOrr65GRkYGIiAgolUokJCRg+/btbombz9jvvffeVn/mU6ZM8ei4AWDFihUYMmQIVCoVdDodFi9e7PG/K1arFW+99Rbi4uKgVCoxYsQIfPvtty7H47XJ5ciRI8jOzsbw4cPbLbd7926kp6dj+/btyMvLw6RJkzB16lQcO3bMUWbXrl146qmn8OOPP+LAgQOIiYnBAw88gLKyMo+OOzg4GK+++ioOHDiAkydPYt68eZg3b167N3JPif2my5cv45VXXsGECRPcEjPAf9wajQbl5eVOD6VS6dFxWywWpKen49KlS/jqq6+Qn5+PVatWISoqive4+Y5906ZNTj/r06dPQyKRYMaMGR4d9xdffIElS5bg9ddfx7lz57B69WqsX78eS5cu9ei4ly1bhk8++QR//etfcfbsWSxcuBCPPfZYq3+/7WJeyGg0skGDBrHvvvuOpaWlsZdeesml8xMTE9mbb77Z5us2m40FBASwf/7zn92M1Jm742aMseTkZLZs2bJuRNk6d8Rus9lYamoq+8c//sHmzp3Lpk2bxl/AN/Ad96effsq0Wi2/QbaC77hXrlzJBgwYwCwWC8+RtuTu3/M//elPLCAggDU0NHQzUmd8x52RkcHuu+8+pzK//e1v2fjx4/kI14HvuCMiItjf/vY3pzLTpk1jTz/9tEvX9cqaS0ZGBqZMmYLJkye7fC7HcTAajQgODm6zTGNjI6xWa7tlusKdcTPG8P333yM/Px8TJ07sbqgtuCP2t956C6GhoZg/fz5fYbbgjrgbGhoQGxuL6OhoPProo65/o+sEvuPeunUrxo4di4yMDISHhyMpKQmZmZmw2+18hg3A/X+fq1evxpNPPgm1Wt2dMFvgO+7x48cjLy/P0cReXFyM7du3896cx3fcZrO5RU1cpVJh7969Ll3b6xauXLduHY4ePYojR4506fysrCyYTCbMnDmzzTJLlixBVFRUl/6x2uKuuPV6PaKiomA2myGRSPDxxx8jPT2dj5Ad3BH7vn37sHr1ahw/fpynKFtyR9zx8fH47LPPMGzYMBgMBvz5z39GamoqTpw4gUGDBnls3MXFxfjhhx/w9NNPY/v27bhw4QIyMjJgs9nw2muv8RI34P6/z8OHD+P06dNYvXp1d8JswR1xP/nkk6iursb48ePBGIPNZsOvf/1rLFmyhK+w3RL3gw8+iA8//BATJ05EXFwcvv/+e2zZssX1LyIu1XMEVlJSwsLCwtjx48cdx1ypBq5du5b5+fmx7777rs0y7733HgsKCmInTpzobrgO7ozbbrezCxcusGPHjrEPPviAabVa9uOPP/IUuXtiNxgMrF+/fmz79u2OY3w3i/XE7wpj13/+I0aMYC+++GJ3wnVwV9yDBg1iOp2O2Ww2x7GsrCzWt29fXuJmrGd+5s899xxLSkrqbqhO3BX3jz/+yMLDw9mqVavYyZMn2aZNm5hOp2NvvfWWR8ddVVXFpk2bxsRiMZNIJGzw4MHsN7/5DVOpVC7F51XJZfPmzQwAk0gkjgcAJhKJmEQicfrDudO6deuYSqVi33zzTZtl3n//fabVatmRI0e8Ku7bzZ8/nz3wwAN8he6W2I8dO9bimiKRyHHNwsJCj4y7LQsWLGAPPfRQt2N2Z9wTJ05k999/v9Ox7du3MwDMbDZ7dOw3mUwmptFo2IoVK3iJ191xjx8/nr3yyitOxz7//HOmUqmY3W732LhvampqYleuXGEcx7Hf//73LDEx0aX4vCq5GAwGdurUKadHSkoKmz17Njt16lSb561du5YplUq2efPmNsv88Y9/ZBqNhh04cMCr4r7TL3/5S5aWltb9oG9wR+xNTU0trjlt2jR23333sVOnTvFys+upnznHcSwlJYXNmzev2zG7M+6lS5ey2NhYp5vaihUrWEREBC9xuzP2mz799FOmUChYTU0NbzG7M+5Ro0ax3//+962e096NX+i472SxWFhcXBxbunSpS/F5VXJpzZ3VwCVLlrBnnnnG8Xzt2rVMKpWyjz76iJWXlzse9fX1jjLvvfcek8vl7KuvvnIqYzQaPTruzMxMtnPnTlZUVMTOnTvHsrKymFQqZatWrXJb3HzFfid3jRa7HR9xv/HGG+zbb79lRUVF7NixY2zevHlMKpWyQ4cOeXTcJSUlzN/fn73wwgssPz+fffPNNywsLIy98847boubr9hvGj9+PJs1a5Zb472Jj7hff/11FhAQwHJyclhxcTHbuXMni4uLYzNnzvTouA8ePMg2btzIioqK2O7du9l9993H+vfvz+rq6lyKxeeSy9y5c52+uaelpTEALR5z5851lImNjW21zOuvv+7Rcb/66qts4MCBTKlUsqCgIDZ27Fi2bt06t8XMZ+x3EiK5dCXul19+mcXExDC5XM5CQ0PZAw88wPbv3+/xcTPG2P79+9k999zDFAoFGzBgAHv33Xd5+QbdE7Hn5+czAGznzp1ujZfPuK1WK3vjjTdYXFwcUyqVTKfTsd/85jcu36R7Ou5du3axhIQEplAoWEhICHvmmWdYWVmZy7HQkvuEEEJ455XzXAghhHg2Si6EEEJ4R8mFEEII7yi5EEII4R0lF0IIIbyj5EIIIYR3lFwIIYTwjpILIYQQ3lFyIYQQH7B7925MnToVkZGREIlE+Prrr12+BmMMH3zwAQYPHgyFQgGdTofMzMwuxeN1+7kQQghpyWQyYcSIEZg3bx6eeOKJLl3jpZdews6dO/HBBx9g2LBh0Ov1qKmp6dK1aPkXQgjxMSKRCJs3b8b06dMdxywWC5YtW4YvvvgC9fX1SEpKwnvvvYd7770XAHDu3DkMHz4cp0+fxpAhQ7odAzWLEUJILzBv3jzs27cP69atw8mTJzFjxgw89NBDuHDhAgBg27ZtGDBgAL755hv0798f/fr1w4IFC1BbW9ul96PkQgghPq6oqAg5OTnYsGEDJkyYgLi4OLzyyisYP348Pv30UwDXt8K+fPkyNmzYgDVr1uCzzz5DXl4efv7zn3fpPanPhRBCfNzRo0fBGMPgwYOdjpvNZoSEhAAAOI6D2WzGmjVrHOVWr16Nu+66C/n5+S43lVFyIYQQH8dxHCQSCfLy8iCRSJxe8/f3BwBERERAKpU6JaCEhAQAQElJCSUXQgghzpKTk2G321FVVYUJEya0WiY1NRU2mw1FRUWIi4sDABQUFAAAYmNjXX5PGi1GCCE+oKGhAYWFhQCuJ5MPP/wQkyZNQnBwMGJiYjB79mzs27cPWVlZSE5ORk1NDX744QcMGzYMjzzyCDiOw+jRo+Hv748VK1aA4zhkZGRAo9Fg586dLsdDyYUQQnzArl27MGnSpBbH586di88++wxWqxXvvPMO1qxZg7KyMoSEhGDs2LF48803MWzYMADA1atX8eKLL2Lnzp1Qq9V4+OGHkZWVheDgYJfjoeRCCCGEdzQUmRBCCO8ouRBCCOEdJRdCCCG8o+RCCCGEd5RcCCGE8I6SCyGEEN5RciGEEMI7Si6EEEJ4R8mFEEII7yi5EEII4R0lF0IIIbz7/wFXD1DBXqVDPQAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "warzone_ponds_unpivot.clip(kreminna_aoi).plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "id": "ff5f6359-ccdd-417d-ada8-8e25372b0717",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Export clipped ponds\n",
    "warzone_ponds_unpivot.clip(kreminna_aoi).to_crs(geoCRS).to_file('kreminna-clipped-ponds.geojson', driver='GeoJSON')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1881df34-65be-4d27-b431-178f5f71f002",
   "metadata": {},
   "source": [
    "#### Wetlands, swamps, etc\n",
    "\n",
    "__Overpass Turbo:__\n",
    "\n",
    "```\n",
    "[out:json][timeout:60];\n",
    "\n",
    "area[\"natural\"=\"wetland\"](48.758341,37.909804,49.211731,38.55444);\n",
    "\n",
    "out geom;\n",
    "```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 109,
   "id": "2bbf8a3e-30dc-4d58-9537-f77d34f3a64e",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Store file path\n",
    "warzone_wetlands_file = os.path.join('assets','osint','kreminna-swamps.geojson')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 110,
   "id": "890c2667-cf43-4099-b0ed-67ff47dc7bc3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EPSG:3857\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 110,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Read and display data\n",
    "warzone_wetlands = gpd.read_file(warzone_wetlands_file).to_crs(projCRS).dropna(how='all').reset_index(drop=True)\n",
    "print(warzone_wetlands.crs)\n",
    "warzone_wetlands.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 111,
   "id": "d2778076-b9c8-4da6-8aed-a787c2009823",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['id', '@id', 'area', 'leaf_cycle', 'leaf_type', 'natural', 'wetland',\n",
       "       'geometry'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 111,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_wetlands.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "id": "a132eca1-e399-44f9-b37f-be52419c2877",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['way/35639520', 'way/35639520', None, None, None, 'wetland',\n",
       "       'marsh',\n",
       "       <POLYGON ((4291149.063 6265518.413, 4291182.504 6265418.091, 4291244.609 626...>],\n",
       "      dtype=object)"
      ]
     },
     "execution_count": 112,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_wetlands.iloc[0,:].values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 113,
   "id": "69699d83-250b-4120-a885-4c7a1d576a4c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "id            False\n",
       "@id           False\n",
       "area           True\n",
       "leaf_cycle     True\n",
       "leaf_type      True\n",
       "natural       False\n",
       "wetland        True\n",
       "geometry      False\n",
       "dtype: bool"
      ]
     },
     "execution_count": 113,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_wetlands.isna().any()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 114,
   "id": "645ff9de-ff8e-4df7-8001-482cadeeff0c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "wetland\n",
       "swamp         360\n",
       "reedbed       227\n",
       "None          191\n",
       "marsh          69\n",
       "wet_meadow     18\n",
       "fen            10\n",
       "bog             2\n",
       "Name: count, dtype: int64"
      ]
     },
     "execution_count": 114,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_wetlands.loc[:,'wetland'].value_counts(dropna=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 115,
   "id": "43d8baa8-550b-48a7-8e6a-cd5930744b74",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Replace None values in 'wetland' column with 'wetland' as their new value\n",
    "warzone_wetlands['wetland'] = warzone_wetlands['wetland'].fillna('wetland')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 116,
   "id": "17561b5f-58cf-411f-9f40-220a4351f840",
   "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>id</th>\n",
       "      <th>@id</th>\n",
       "      <th>wetland</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>way/35639520</td>\n",
       "      <td>way/35639520</td>\n",
       "      <td>marsh</td>\n",
       "      <td>POLYGON ((4291149.063 6265518.413, 4291182.504...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             id           @id wetland  \\\n",
       "0  way/35639520  way/35639520   marsh   \n",
       "\n",
       "                                            geometry  \n",
       "0  POLYGON ((4291149.063 6265518.413, 4291182.504...  "
      ]
     },
     "execution_count": 116,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Filter needed columns\n",
    "warzone_wetlands = warzone_wetlands.loc[:,['id', '@id','wetland','geometry']]\n",
    "warzone_wetlands.head(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 117,
   "id": "b29d9fdb-4452-4769-a5f7-086f4c150c14",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "id          False\n",
       "@id         False\n",
       "wetland     False\n",
       "geometry    False\n",
       "dtype: bool"
      ]
     },
     "execution_count": 117,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_wetlands.isna().any()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 118,
   "id": "51b93cce-4f27-4492-9721-30c048aa3f51",
   "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>id</th>\n",
       "      <th>@id</th>\n",
       "      <th>geometry</th>\n",
       "      <th>category</th>\n",
       "      <th>sub_category</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>way/35639520</td>\n",
       "      <td>way/35639520</td>\n",
       "      <td>POLYGON ((4291149.063 6265518.413, 4291182.504...</td>\n",
       "      <td>wetland</td>\n",
       "      <td>marsh</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>way/112684020</td>\n",
       "      <td>way/112684020</td>\n",
       "      <td>POLYGON ((4269915.383 6267402.336, 4269920.069...</td>\n",
       "      <td>wetland</td>\n",
       "      <td>marsh</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>way/112927487</td>\n",
       "      <td>way/112927487</td>\n",
       "      <td>POLYGON ((4274699.471 6265212.536, 4274709.757...</td>\n",
       "      <td>wetland</td>\n",
       "      <td>reedbed</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>way/182211395</td>\n",
       "      <td>way/182211395</td>\n",
       "      <td>POLYGON ((4222634.577 6258290.850, 4222596.417...</td>\n",
       "      <td>wetland</td>\n",
       "      <td>wetland</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>way/182401547</td>\n",
       "      <td>way/182401547</td>\n",
       "      <td>POLYGON ((4231936.067 6260307.302, 4231973.648...</td>\n",
       "      <td>wetland</td>\n",
       "      <td>wetland</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>way/220263530</td>\n",
       "      <td>way/220263530</td>\n",
       "      <td>POLYGON ((4285077.899 6260555.796, 4285084.533...</td>\n",
       "      <td>wetland</td>\n",
       "      <td>marsh</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>way/220263533</td>\n",
       "      <td>way/220263533</td>\n",
       "      <td>POLYGON ((4283792.749 6260971.309, 4283800.819...</td>\n",
       "      <td>wetland</td>\n",
       "      <td>marsh</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>way/220263534</td>\n",
       "      <td>way/220263534</td>\n",
       "      <td>POLYGON ((4283147.541 6260282.266, 4283200.651...</td>\n",
       "      <td>wetland</td>\n",
       "      <td>marsh</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>way/220263535</td>\n",
       "      <td>way/220263535</td>\n",
       "      <td>POLYGON ((4285236.473 6260521.850, 4285229.505...</td>\n",
       "      <td>wetland</td>\n",
       "      <td>marsh</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>way/220263536</td>\n",
       "      <td>way/220263536</td>\n",
       "      <td>POLYGON ((4284572.709 6261145.963, 4284581.147...</td>\n",
       "      <td>wetland</td>\n",
       "      <td>marsh</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              id            @id  \\\n",
       "0   way/35639520   way/35639520   \n",
       "1  way/112684020  way/112684020   \n",
       "2  way/112927487  way/112927487   \n",
       "3  way/182211395  way/182211395   \n",
       "4  way/182401547  way/182401547   \n",
       "5  way/220263530  way/220263530   \n",
       "6  way/220263533  way/220263533   \n",
       "7  way/220263534  way/220263534   \n",
       "8  way/220263535  way/220263535   \n",
       "9  way/220263536  way/220263536   \n",
       "\n",
       "                                            geometry category sub_category  \n",
       "0  POLYGON ((4291149.063 6265518.413, 4291182.504...  wetland        marsh  \n",
       "1  POLYGON ((4269915.383 6267402.336, 4269920.069...  wetland        marsh  \n",
       "2  POLYGON ((4274699.471 6265212.536, 4274709.757...  wetland      reedbed  \n",
       "3  POLYGON ((4222634.577 6258290.850, 4222596.417...  wetland      wetland  \n",
       "4  POLYGON ((4231936.067 6260307.302, 4231973.648...  wetland      wetland  \n",
       "5  POLYGON ((4285077.899 6260555.796, 4285084.533...  wetland        marsh  \n",
       "6  POLYGON ((4283792.749 6260971.309, 4283800.819...  wetland        marsh  \n",
       "7  POLYGON ((4283147.541 6260282.266, 4283200.651...  wetland        marsh  \n",
       "8  POLYGON ((4285236.473 6260521.850, 4285229.505...  wetland        marsh  \n",
       "9  POLYGON ((4284572.709 6261145.963, 4284581.147...  wetland        marsh  "
      ]
     },
     "execution_count": 118,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Unpivot GeoDataFrame\n",
    "warzone_wetlands_unpivot = warzone_wetlands.melt(\n",
    "    id_vars=['id', '@id','geometry'],\n",
    "    value_vars='wetland', \n",
    "    value_name='sub_category', \n",
    "    var_name='category',\n",
    "    ignore_index=True\n",
    ")\n",
    "\n",
    "warzone_wetlands_unpivot.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 119,
   "id": "adf8b282-66d1-4f97-b5d7-0dacdf21b3a8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 119,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "warzone_wetlands_unpivot.clip(kreminna_aoi).plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 120,
   "id": "5858d4db-eb1e-4a82-aeca-dfcfb6db054c",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Export clipped wetlands\n",
    "warzone_wetlands_unpivot.clip(kreminna_aoi).to_crs(geoCRS).to_file('kreminna-clipped-wetlands.geojson', driver='GeoJSON')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a1c0cca5-456e-4bd6-b0d3-cedf574dd308",
   "metadata": {},
   "source": [
    "#### Rivers, streams\n",
    "\n",
    "__Overpass Turbo:__\n",
    "\n",
    "```\n",
    "[out:json][timeout:60];\n",
    "\n",
    "way[\"waterway\"](48.758341,37.909804,49.211731,38.55444);\n",
    "\n",
    "out geom;\n",
    "\n",
    "```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 121,
   "id": "5c274b83-7f10-4f5a-ab55-a8bccdc22d6c",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Store file path\n",
    "warzone_rivers_file = os.path.join('assets','osint','kreminna-rivers.geojson')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 122,
   "id": "aca188f4-057a-4ee1-b04b-13a5470c208d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EPSG:3857\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 122,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Read and display data\n",
    "warzone_rivers = gpd.read_file(warzone_rivers_file).to_crs(projCRS).dropna(how='all').reset_index(drop=True)\n",
    "print(warzone_rivers.crs)\n",
    "warzone_rivers.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 123,
   "id": "3557a9a1-2839-412e-bef2-62c1cfbd7e8d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['id', '@id', 'alt_name:cs', 'boat', 'est_width', 'int_name',\n",
       "       'intermittent', 'layer', 'loc_name', 'lock', 'material', 'name',\n",
       "       'name:be', 'name:bg', 'name:cs', 'name:de', 'name:el', 'name:en',\n",
       "       'name:he', 'name:hu', 'name:hy', 'name:ka', 'name:pl', 'name:ro',\n",
       "       'name:ru', 'name:uk', 'name:zh', 'old_name', 'source', 'tunnel',\n",
       "       'waterway', 'width', 'wikidata', 'wikipedia', 'geometry'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 123,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_rivers.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 124,
   "id": "eb4d6e05-5964-4428-956e-13a0abcecd64",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['way/1058339134', 'way/1058339134', None, None, None, None, None,\n",
       "       None, None, None, None, None, None, None, None, None, None, None,\n",
       "       None, None, None, None, None, None, None, None, None, None, None,\n",
       "       None, 'dam', None, None, None,\n",
       "       <POLYGON ((4238509.204 6261634.843, 4238492.339 6261634.115, 4238496.536 626...>],\n",
       "      dtype=object)"
      ]
     },
     "execution_count": 124,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_rivers.iloc[0,:].values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 125,
   "id": "6b16c6b1-6e26-425b-a238-c5301a56a3b7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "id              False\n",
       "@id             False\n",
       "alt_name:cs      True\n",
       "boat             True\n",
       "est_width        True\n",
       "int_name         True\n",
       "intermittent     True\n",
       "layer            True\n",
       "loc_name         True\n",
       "lock             True\n",
       "material         True\n",
       "name             True\n",
       "name:be          True\n",
       "name:bg          True\n",
       "name:cs          True\n",
       "name:de          True\n",
       "name:el          True\n",
       "name:en          True\n",
       "name:he          True\n",
       "name:hu          True\n",
       "name:hy          True\n",
       "name:ka          True\n",
       "name:pl          True\n",
       "name:ro          True\n",
       "name:ru          True\n",
       "name:uk          True\n",
       "name:zh          True\n",
       "old_name         True\n",
       "source           True\n",
       "tunnel           True\n",
       "waterway        False\n",
       "width            True\n",
       "wikidata         True\n",
       "wikipedia        True\n",
       "geometry        False\n",
       "dtype: bool"
      ]
     },
     "execution_count": 125,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_rivers.isna().any()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 126,
   "id": "d386b751-a678-4b1e-b8be-6126d29dcce4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "waterway\n",
       "stream    287\n",
       "drain     123\n",
       "weir       87\n",
       "river      21\n",
       "canal      10\n",
       "dam         5\n",
       "Name: count, dtype: int64"
      ]
     },
     "execution_count": 126,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_rivers.loc[:,'waterway'].value_counts(dropna=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 127,
   "id": "697c2c22-cf27-4987-a947-7a42fb3ed0d9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "width\n",
       "None    530\n",
       "1         2\n",
       "2         1\n",
       "Name: count, dtype: int64"
      ]
     },
     "execution_count": 127,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warzone_rivers.loc[:,'width'].value_counts(dropna=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 128,
   "id": "e6659c55-4ef8-4ad6-b084-d0e14fbc00a0",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Replace None values in 'waterway' column with 'waterway' as their new value\n",
    "warzone_rivers['waterway'] = warzone_rivers['waterway'].fillna('waterway')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 129,
   "id": "85a6e9d4-b10f-4a2c-8cf4-03978a01a137",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "        vertical-align: middle;\n",
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       "\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>id</th>\n",
       "      <th>@id</th>\n",
       "      <th>waterway</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>way/1058339134</td>\n",
       "      <td>way/1058339134</td>\n",
       "      <td>dam</td>\n",
       "      <td>POLYGON ((4238509.204 6261634.843, 4238492.339...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "               id             @id waterway  \\\n",
       "0  way/1058339134  way/1058339134      dam   \n",
       "\n",
       "                                            geometry  \n",
       "0  POLYGON ((4238509.204 6261634.843, 4238492.339...  "
      ]
     },
     "execution_count": 129,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Filter needed columns\n",
    "warzone_rivers = warzone_rivers.loc[:,['id', '@id','waterway','geometry']]\n",
    "warzone_rivers.head(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 130,
   "id": "9d926bdb-ca20-4e9d-b2e6-9b9c544eb6fb",
   "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>id</th>\n",
       "      <th>@id</th>\n",
       "      <th>geometry</th>\n",
       "      <th>category</th>\n",
       "      <th>sub_category</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>527</th>\n",
       "      <td>way/1144676512</td>\n",
       "      <td>way/1144676512</td>\n",
       "      <td>LINESTRING (4239429.738 6255278.992, 4239446.4...</td>\n",
       "      <td>waterway</td>\n",
       "      <td>stream</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>way/140095562</td>\n",
       "      <td>way/140095562</td>\n",
       "      <td>LINESTRING (4252444.968 6280740.885, 4252491.5...</td>\n",
       "      <td>waterway</td>\n",
       "      <td>stream</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>way/575150694</td>\n",
       "      <td>way/575150694</td>\n",
       "      <td>LINESTRING (4275404.179 6249812.830, 4275400.0...</td>\n",
       "      <td>waterway</td>\n",
       "      <td>stream</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>436</th>\n",
       "      <td>way/904450779</td>\n",
       "      <td>way/904450779</td>\n",
       "      <td>LINESTRING (4267188.200 6298934.140, 4267190.5...</td>\n",
       "      <td>waterway</td>\n",
       "      <td>weir</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>307</th>\n",
       "      <td>way/710713928</td>\n",
       "      <td>way/710713928</td>\n",
       "      <td>LINESTRING (4274385.339 6254907.991, 4274421.2...</td>\n",
       "      <td>waterway</td>\n",
       "      <td>drain</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>way/483306007</td>\n",
       "      <td>way/483306007</td>\n",
       "      <td>LINESTRING (4247570.878 6296010.419, 4247600.8...</td>\n",
       "      <td>waterway</td>\n",
       "      <td>stream</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>293</th>\n",
       "      <td>way/687819864</td>\n",
       "      <td>way/687819864</td>\n",
       "      <td>LINESTRING (4266875.025 6267801.689, 4266854.2...</td>\n",
       "      <td>waterway</td>\n",
       "      <td>weir</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>way/376848672</td>\n",
       "      <td>way/376848672</td>\n",
       "      <td>LINESTRING (4223986.419 6281944.731, 4223963.7...</td>\n",
       "      <td>waterway</td>\n",
       "      <td>drain</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>way/461850186</td>\n",
       "      <td>way/461850186</td>\n",
       "      <td>LINESTRING (4287442.692 6260662.853, 4287491.3...</td>\n",
       "      <td>waterway</td>\n",
       "      <td>drain</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>349</th>\n",
       "      <td>way/771334119</td>\n",
       "      <td>way/771334119</td>\n",
       "      <td>LINESTRING (4254158.042 6251397.427, 4254131.4...</td>\n",
       "      <td>waterway</td>\n",
       "      <td>stream</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                 id             @id  \\\n",
       "527  way/1144676512  way/1144676512   \n",
       "6     way/140095562   way/140095562   \n",
       "220   way/575150694   way/575150694   \n",
       "436   way/904450779   way/904450779   \n",
       "307   way/710713928   way/710713928   \n",
       "161   way/483306007   way/483306007   \n",
       "293   way/687819864   way/687819864   \n",
       "76    way/376848672   way/376848672   \n",
       "136   way/461850186   way/461850186   \n",
       "349   way/771334119   way/771334119   \n",
       "\n",
       "                                              geometry  category sub_category  \n",
       "527  LINESTRING (4239429.738 6255278.992, 4239446.4...  waterway       stream  \n",
       "6    LINESTRING (4252444.968 6280740.885, 4252491.5...  waterway       stream  \n",
       "220  LINESTRING (4275404.179 6249812.830, 4275400.0...  waterway       stream  \n",
       "436  LINESTRING (4267188.200 6298934.140, 4267190.5...  waterway         weir  \n",
       "307  LINESTRING (4274385.339 6254907.991, 4274421.2...  waterway        drain  \n",
       "161  LINESTRING (4247570.878 6296010.419, 4247600.8...  waterway       stream  \n",
       "293  LINESTRING (4266875.025 6267801.689, 4266854.2...  waterway         weir  \n",
       "76   LINESTRING (4223986.419 6281944.731, 4223963.7...  waterway        drain  \n",
       "136  LINESTRING (4287442.692 6260662.853, 4287491.3...  waterway        drain  \n",
       "349  LINESTRING (4254158.042 6251397.427, 4254131.4...  waterway       stream  "
      ]
     },
     "execution_count": 130,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Unpivot GeoDataFrame\n",
    "warzone_rivers_unpivot = warzone_rivers.melt(\n",
    "    id_vars=['id', '@id','geometry'],\n",
    "    value_vars='waterway', \n",
    "    value_name='sub_category', \n",
    "    var_name='category', \n",
    "    ignore_index=True\n",
    ")\n",
    "\n",
    "warzone_rivers_unpivot.sample(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "id": "0dedf63e-e39f-417a-adfa-4b5578d3f863",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 131,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "warzone_rivers_unpivot.clip(kreminna_aoi).plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 132,
   "id": "b529c7c5-6228-4bee-a136-e855d892260b",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Export clipped rivers\n",
    "warzone_rivers_unpivot.clip(kreminna_aoi).to_crs(geoCRS).to_file('kreminna-clipped-rivers.geojson', driver='GeoJSON')"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.11.9"
  },
  "widgets": {
   "application/vnd.jupyter.widget-state+json": {
    "state": {},
    "version_major": 2,
    "version_minor": 0
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}