{
"cells": [
{
"cell_type": "markdown",
"id": "f45227d4",
"metadata": {},
"source": [
"# Differences among biomes"
]
},
{
"cell_type": "markdown",
"id": "c2c9f4f8",
"metadata": {},
"source": [
"We want to determine if the differnces between iNaturalist observations and sPlotOpen cwm's differ across different biomes.\n",
"\n",
"This section covers:\n",
"\n",
"- Load WWF terrestrial ecoregions and biomes\n",
"- Clip observations into biomes\n",
"- Calculate grid means for each biome\n",
"- Visualize differences in boxplot\n",
"- Quantification Average Difference"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "b82ed915",
"metadata": {},
"outputs": [],
"source": [
"# packages\n",
"import os\n",
"import pandas as pd\n",
"import numpy as np\n",
"import os\n",
"import matplotlib.pyplot as plt\n",
"import seaborn as sns\n",
"import matplotlib.ticker as ticker\n",
"from matplotlib.colors import LogNorm, Normalize\n",
"from matplotlib.ticker import MaxNLocator\n",
"import cartopy.crs as ccrs\n",
"import cartopy.feature as cfeature\n",
"from matplotlib.colors import BoundaryNorm\n",
"import geopandas as gpd\n",
"from geopandas.tools import sjoin"
]
},
{
"cell_type": "markdown",
"id": "e92be971",
"metadata": {},
"source": [
"## Load WWF biome data"
]
},
{
"cell_type": "markdown",
"id": "7e19069d",
"metadata": {},
"source": [
"We use the terrestrial biomes, as defined in the WWF terrestrial ecoregion map. The WWF terrestrial ecoregions shape files were downloaded from www.worldwildlife.org/publications/terrestrial-ecoregions-of-the-world."
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "bc350eb3",
"metadata": {},
"outputs": [],
"source": [
"wwf = gpd.read_file(\"WWF/wwf_terr_ecos.shp\")\n",
"# remove arctic and antarctica\n",
"wwf = wwf[wwf[\"BIOME\"] < 98]"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "28fae36e",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" OBJECTID | \n",
" AREA | \n",
" PERIMETER | \n",
" ECO_NAME | \n",
" REALM | \n",
" BIOME | \n",
" ECO_NUM | \n",
" ECO_ID | \n",
" ECO_SYM | \n",
" GBL_STAT | \n",
" ... | \n",
" G200_BIOME | \n",
" G200_STAT | \n",
" Shape_Leng | \n",
" Shape_Area | \n",
" area_km2 | \n",
" eco_code | \n",
" PER_area | \n",
" PER_area_1 | \n",
" PER_area_2 | \n",
" geometry | \n",
"
\n",
" \n",
" \n",
" \n",
" 0 | \n",
" 1 | \n",
" 29.802942 | \n",
" 0.219 | \n",
" Northern Mesoamerican Pacific mangroves | \n",
" NT | \n",
" 14.0 | \n",
" 4.0 | \n",
" 61404.0 | \n",
" 119.0 | \n",
" 1.0 | \n",
" ... | \n",
" 0.0 | \n",
" 0.0 | \n",
" 0.219475 | \n",
" 0.002769 | \n",
" 8174 | \n",
" NT1404 | \n",
" 0.0 | \n",
" 0.0 | \n",
" 0.0 | \n",
" POLYGON ((-112.26972 29.32648, -112.28809 29.3... | \n",
"
\n",
" \n",
" 1 | \n",
" 2 | \n",
" 11.977824 | \n",
" 0.193 | \n",
" Northern Mesoamerican Pacific mangroves | \n",
" NT | \n",
" 14.0 | \n",
" 4.0 | \n",
" 61404.0 | \n",
" 119.0 | \n",
" 1.0 | \n",
" ... | \n",
" 0.0 | \n",
" 0.0 | \n",
" 0.193289 | \n",
" 0.001111 | \n",
" 8174 | \n",
" NT1404 | \n",
" 0.0 | \n",
" 0.0 | \n",
" 0.0 | \n",
" POLYGON ((-112.19907 29.17528, -112.20740 29.1... | \n",
"
\n",
" \n",
" 2 | \n",
" 3 | \n",
" 77301.372760 | \n",
" 111.954 | \n",
" Sinaloan dry forests | \n",
" NT | \n",
" 2.0 | \n",
" 28.0 | \n",
" 60228.0 | \n",
" 98.0 | \n",
" 1.0 | \n",
" ... | \n",
" 2.0 | \n",
" 1.0 | \n",
" 111.951414 | \n",
" 6.879188 | \n",
" 77362 | \n",
" NT0228 | \n",
" 0.0 | \n",
" 0.0 | \n",
" 0.0 | \n",
" POLYGON ((-109.11700 27.74142, -109.11228 27.7... | \n",
"
\n",
" \n",
" 3 | \n",
" 4 | \n",
" 215.489182 | \n",
" 1.274 | \n",
" Northern Mesoamerican Pacific mangroves | \n",
" NT | \n",
" 14.0 | \n",
" 4.0 | \n",
" 61404.0 | \n",
" 119.0 | \n",
" 1.0 | \n",
" ... | \n",
" 0.0 | \n",
" 0.0 | \n",
" 1.273654 | \n",
" 0.019701 | \n",
" 8174 | \n",
" NT1404 | \n",
" 0.0 | \n",
" 0.0 | \n",
" 0.0 | \n",
" POLYGON ((-110.54179 27.38383, -110.54462 27.3... | \n",
"
\n",
" \n",
" 4 | \n",
" 5 | \n",
" 19.639089 | \n",
" 0.363 | \n",
" Northern Mesoamerican Pacific mangroves | \n",
" NT | \n",
" 14.0 | \n",
" 4.0 | \n",
" 61404.0 | \n",
" 119.0 | \n",
" 1.0 | \n",
" ... | \n",
" 0.0 | \n",
" 0.0 | \n",
" 0.363068 | \n",
" 0.001791 | \n",
" 8174 | \n",
" NT1404 | \n",
" 0.0 | \n",
" 0.0 | \n",
" 0.0 | \n",
" POLYGON ((-110.52850 27.28641, -110.53336 27.2... | \n",
"
\n",
" \n",
"
\n",
"
5 rows × 22 columns
\n",
"
"
],
"text/plain": [
" OBJECTID AREA PERIMETER ECO_NAME \\\n",
"0 1 29.802942 0.219 Northern Mesoamerican Pacific mangroves \n",
"1 2 11.977824 0.193 Northern Mesoamerican Pacific mangroves \n",
"2 3 77301.372760 111.954 Sinaloan dry forests \n",
"3 4 215.489182 1.274 Northern Mesoamerican Pacific mangroves \n",
"4 5 19.639089 0.363 Northern Mesoamerican Pacific mangroves \n",
"\n",
" REALM BIOME ECO_NUM ECO_ID ECO_SYM GBL_STAT ... G200_BIOME \\\n",
"0 NT 14.0 4.0 61404.0 119.0 1.0 ... 0.0 \n",
"1 NT 14.0 4.0 61404.0 119.0 1.0 ... 0.0 \n",
"2 NT 2.0 28.0 60228.0 98.0 1.0 ... 2.0 \n",
"3 NT 14.0 4.0 61404.0 119.0 1.0 ... 0.0 \n",
"4 NT 14.0 4.0 61404.0 119.0 1.0 ... 0.0 \n",
"\n",
" G200_STAT Shape_Leng Shape_Area area_km2 eco_code PER_area PER_area_1 \\\n",
"0 0.0 0.219475 0.002769 8174 NT1404 0.0 0.0 \n",
"1 0.0 0.193289 0.001111 8174 NT1404 0.0 0.0 \n",
"2 1.0 111.951414 6.879188 77362 NT0228 0.0 0.0 \n",
"3 0.0 1.273654 0.019701 8174 NT1404 0.0 0.0 \n",
"4 0.0 0.363068 0.001791 8174 NT1404 0.0 0.0 \n",
"\n",
" PER_area_2 geometry \n",
"0 0.0 POLYGON ((-112.26972 29.32648, -112.28809 29.3... \n",
"1 0.0 POLYGON ((-112.19907 29.17528, -112.20740 29.1... \n",
"2 0.0 POLYGON ((-109.11700 27.74142, -109.11228 27.7... \n",
"3 0.0 POLYGON ((-110.54179 27.38383, -110.54462 27.3... \n",
"4 0.0 POLYGON ((-110.52850 27.28641, -110.53336 27.2... \n",
"\n",
"[5 rows x 22 columns]"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"wwf.head()"
]
},
{
"cell_type": "markdown",
"id": "a897569e",
"metadata": {},
"source": [
"### Visualize biomes"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "66ba4d1f",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"wwf['BIOME_str'] = wwf['BIOME'].astype(str)\n",
"\n",
"fig, ax = plt.subplots(figsize = (10,15))\n",
"wwf.plot(column='BIOME_str', ax=ax, cmap=\"tab20\", legend=True);"
]
},
{
"cell_type": "markdown",
"id": "dc93c930",
"metadata": {},
"source": [
"## Clip observations into biomes"
]
},
{
"cell_type": "markdown",
"id": "cbe2c046",
"metadata": {},
"source": [
"### Load iNaturalist and sPlotOpen observations"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "de44a9ad",
"metadata": {},
"outputs": [],
"source": [
"iNat_TRY = pd.read_csv(\"iNat_TRY_log.csv\")\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "0c53b3ba",
"metadata": {},
"outputs": [],
"source": [
"sPlot = pd.read_csv(\"sPlotOpen/cwm_loc.csv\")"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "75cff43a",
"metadata": {},
"outputs": [],
"source": [
"# make geopandas dataframes\n",
"# projection of wwf also in epsg:4326 \n",
"geo_iNat = gpd.GeoDataFrame( iNat_TRY.iloc[:,:24], geometry=gpd.points_from_xy(iNat_TRY.decimalLongitude, iNat_TRY.decimalLatitude), \n",
" crs='epsg:4326')"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "7f17838a",
"metadata": {},
"outputs": [],
"source": [
"geo_sPlot = gpd.GeoDataFrame(sPlot, geometry=gpd.points_from_xy(sPlot.Longitude, sPlot.Latitude), crs='epsg:4326')"
]
},
{
"cell_type": "markdown",
"id": "382c176e",
"metadata": {},
"source": [
"### Clip observations"
]
},
{
"cell_type": "markdown",
"id": "bb8484cf",
"metadata": {},
"source": [
"We use the geopandas ```clip()``` function to select the observations within the geometry of each biome:"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "934a8721",
"metadata": {},
"outputs": [],
"source": [
"# groupby wwf biomes\n",
"biomes = wwf.dissolve(by='BIOME')\n",
"biomes['BIOME'] = biomes.index"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "11316e67",
"metadata": {},
"outputs": [],
"source": [
"# clip data into biomes \n",
"# run-time about 45 min.\n",
"\n",
"iNat_with_biome = pd.DataFrame(columns=geo_iNat.columns)\n",
"iNat_with_biome['BIOME'] = []\n",
"\n",
"for index, row in biomes.iterrows():\n",
" polygon = row['geometry'] #shape of biome\n",
" clipped = geo_iNat.clip(polygon) #select all observations within this shape\n",
" # add biome\n",
" clipped['BIOME'] = row['BIOME'] #add biome to corresponding observations\n",
" iNat_with_biome = pd.concat([iNat_with_biome, clipped]) \n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "ee7994db",
"metadata": {},
"outputs": [],
"source": [
"sPlot_with_biome = pd.DataFrame(columns=geo_sPlot.columns)\n",
"sPlot_with_biome['BIOME'] = []\n",
"\n",
"for index, row in biomes.iterrows():\n",
" polygon = row['geometry']\n",
" sPlot_clipped = geo_sPlot.clip(polygon)\n",
" # add biome\n",
" sPlot_clipped['BIOME'] = row['BIOME']\n",
" sPlot_with_biome = pd.concat([sPlot_with_biome, sPlot_clipped])\n"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "60c05c36",
"metadata": {},
"outputs": [],
"source": [
"sPlot_with_biome.drop('geometry',axis=1).to_csv(r'sPlot_biomes.csv', index=False) "
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "a83ba135",
"metadata": {},
"outputs": [],
"source": [
"iNat_with_biome.drop('geometry',axis=1).to_csv(r'iNat_biomes.csv', index=False) "
]
},
{
"cell_type": "markdown",
"id": "23ea0be3",
"metadata": {},
"source": [
"## Calculate grid means for each biome"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "091d3055",
"metadata": {},
"outputs": [],
"source": [
"iNat_with_biome = pd.read_csv(\"iNat_biomes.csv\")"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "9056b176",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/net/home/swolf/.conda/envs/cartopy/lib/python3.8/site-packages/IPython/core/interactiveshell.py:3172: DtypeWarning: Columns (55) have mixed types.Specify dtype option on import or set low_memory=False.\n",
" has_raised = await self.run_ast_nodes(code_ast.body, cell_name,\n"
]
}
],
"source": [
"sPlot_with_biome = pd.read_csv(\"sPlot_biomes.csv\")"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "84c63095",
"metadata": {},
"outputs": [],
"source": [
"wwf = gpd.read_file(\"WWF/wwf_terr_ecos.shp\")\n",
"# remove arctic and antarctica\n",
"wwf = wwf[wwf[\"BIOME\"] < 98]"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "105c1c01",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" gbifID | \n",
" scientificName | \n",
" decimalLatitude | \n",
" decimalLongitude | \n",
" eventDate | \n",
" dateIdentified | \n",
" Dispersal unit length | \n",
" Leaf Area | \n",
" SLA | \n",
" Leaf C | \n",
" ... | \n",
" Leaf N P ratio | \n",
" Leaf P | \n",
" Plant Height | \n",
" Seed mass | \n",
" Seed length | \n",
" Seeds per rep. unit | \n",
" Stem conduit density | \n",
" SSD | \n",
" Conduit element length | \n",
" BIOME | \n",
"
\n",
" \n",
" \n",
" \n",
" 0 | \n",
" 1990599612 | \n",
" Macaranga tanarius | \n",
" 23.122994 | \n",
" 120.534961 | \n",
" 2019-01-25T14:51:00 | \n",
" 2019-01-27T13:49:07 | \n",
" NaN | \n",
" 10.997687 | \n",
" 2.848944 | \n",
" NaN | \n",
" ... | \n",
" NaN | \n",
" 1.064711 | \n",
" 2.183426 | \n",
" 3.427650 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" -0.785087 | \n",
" NaN | \n",
" 1.0 | \n",
"
\n",
" \n",
" 1 | \n",
" 1990599668 | \n",
" Adiantum capillus-veneris | \n",
" 23.123053 | \n",
" 120.536422 | \n",
" 2019-01-25T15:36:00 | \n",
" 2019-01-27T14:22:54 | \n",
" NaN | \n",
" 4.088585 | \n",
" 4.030621 | \n",
" NaN | \n",
" ... | \n",
" NaN | \n",
" -1.021651 | \n",
" -1.213114 | \n",
" -1.890699 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" 1.0 | \n",
"
\n",
" \n",
" 2 | \n",
" 1978441599 | \n",
" Chloris barbata | \n",
" 23.123362 | \n",
" 120.183891 | \n",
" 2018-12-16T17:21:58 | \n",
" 2018-12-16T13:14:40 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" ... | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" -1.565953 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" 1.0 | \n",
"
\n",
" \n",
" 3 | \n",
" 1883470731 | \n",
" Adiantum capillus-veneris | \n",
" 23.123363 | \n",
" 120.536638 | \n",
" 2018-03-11T11:48:00 | \n",
" 2018-07-07T12:43:18 | \n",
" NaN | \n",
" 4.088585 | \n",
" 4.030621 | \n",
" NaN | \n",
" ... | \n",
" NaN | \n",
" -1.021651 | \n",
" -1.213114 | \n",
" -1.890699 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" 1.0 | \n",
"
\n",
" \n",
" 4 | \n",
" 2242806671 | \n",
" Dioscorea bulbifera | \n",
" 23.123399 | \n",
" 120.533835 | \n",
" 2019-04-28T10:44:00 | \n",
" 2019-05-03T12:45:18 | \n",
" NaN | \n",
" 5.093750 | \n",
" 3.785888 | \n",
" NaN | \n",
" ... | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" 1.736951 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" 1.0 | \n",
"
\n",
" \n",
"
\n",
"
5 rows × 25 columns
\n",
"
"
],
"text/plain": [
" gbifID scientificName decimalLatitude decimalLongitude \\\n",
"0 1990599612 Macaranga tanarius 23.122994 120.534961 \n",
"1 1990599668 Adiantum capillus-veneris 23.123053 120.536422 \n",
"2 1978441599 Chloris barbata 23.123362 120.183891 \n",
"3 1883470731 Adiantum capillus-veneris 23.123363 120.536638 \n",
"4 2242806671 Dioscorea bulbifera 23.123399 120.533835 \n",
"\n",
" eventDate dateIdentified Dispersal unit length Leaf Area \\\n",
"0 2019-01-25T14:51:00 2019-01-27T13:49:07 NaN 10.997687 \n",
"1 2019-01-25T15:36:00 2019-01-27T14:22:54 NaN 4.088585 \n",
"2 2018-12-16T17:21:58 2018-12-16T13:14:40 NaN NaN \n",
"3 2018-03-11T11:48:00 2018-07-07T12:43:18 NaN 4.088585 \n",
"4 2019-04-28T10:44:00 2019-05-03T12:45:18 NaN 5.093750 \n",
"\n",
" SLA Leaf C ... Leaf N P ratio Leaf P Plant Height Seed mass \\\n",
"0 2.848944 NaN ... NaN 1.064711 2.183426 3.427650 \n",
"1 4.030621 NaN ... NaN -1.021651 -1.213114 -1.890699 \n",
"2 NaN NaN ... NaN NaN NaN -1.565953 \n",
"3 4.030621 NaN ... NaN -1.021651 -1.213114 -1.890699 \n",
"4 3.785888 NaN ... NaN NaN NaN 1.736951 \n",
"\n",
" Seed length Seeds per rep. unit Stem conduit density SSD \\\n",
"0 NaN NaN NaN -0.785087 \n",
"1 NaN NaN NaN NaN \n",
"2 NaN NaN NaN NaN \n",
"3 NaN NaN NaN NaN \n",
"4 NaN NaN NaN NaN \n",
"\n",
" Conduit element length BIOME \n",
"0 NaN 1.0 \n",
"1 NaN 1.0 \n",
"2 NaN 1.0 \n",
"3 NaN 1.0 \n",
"4 NaN 1.0 \n",
"\n",
"[5 rows x 25 columns]"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"iNat_with_biome.head()"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "0866f578",
"metadata": {},
"outputs": [],
"source": [
"biome_types = sPlot_with_biome['BIOME'].unique().tolist() "
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "978bdb27",
"metadata": {},
"outputs": [],
"source": [
"def global_grid_data(df, long, lat, deg, variables):\n",
" \n",
" # create new dataframe to save the average value of each grid cell and variable\n",
" grouped_df = pd.DataFrame()\n",
" \n",
" # convert degree into step size\n",
" step = int((360/deg) + 1)\n",
" \n",
" bins_x = np.linspace(-180,180,step) \n",
" bins_y= np.linspace(-90,90,int(((step - 1)/2)+1))\n",
" \n",
" # group latitude and longitude coordinates into bins\n",
" # create new columns 'x_bin' and 'y_bin'\n",
" df['x_bin'] = pd.cut(df[long], bins=bins_x)\n",
" df['y_bin'] = pd.cut(df[lat], bins=bins_y)\n",
" \n",
" # raster coordinates are in center of raster cell\n",
" df['x_bin'] = df['x_bin'].apply(lambda x: ((x.left + x.right) /2) )\n",
" df['y_bin'] = df['y_bin'].apply(lambda x: ((x.left + x.right) /2) )\n",
" \n",
" grouped_df = df.drop_duplicates(subset=['x_bin', 'y_bin'], keep='last')\n",
" grouped_df = grouped_df[['x_bin', 'y_bin']]\n",
" \n",
" for v in variables:\n",
" \n",
" sub_df = df[['y_bin', 'x_bin', v]]\n",
" grouped_v = sub_df.groupby(['x_bin', 'y_bin'], as_index=False)[v].mean()\n",
" \n",
" \n",
" grouped_df = pd.merge(grouped_df, grouped_v, \n",
" on= ['x_bin', 'y_bin'], \n",
" how='left')\n",
" \n",
" return grouped_df"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "3484c5e5",
"metadata": {},
"outputs": [],
"source": [
"trait = iNat_TRY.columns[6:24]\n",
"\n",
"\n",
"for i in biome_types:\n",
" \n",
" # subset biome\n",
" iNat_sub = iNat_with_biome[iNat_with_biome['BIOME']==i]\n",
" sPlot_sub = sPlot_with_biome[sPlot_with_biome['BIOME']==i]\n",
" \n",
" # get grid means\n",
" df_iNat = global_grid_data(iNat_sub, 'decimalLongitude', 'decimalLatitude', deg=2, variables=trait)\n",
" df_sPlot = global_grid_data(sPlot_sub, 'Longitude', 'Latitude', deg=2, variables=trait)\n",
" \n",
" # reshape data, so that we have only one Trait column\n",
" df_iNat_t = df_iNat.melt(id_vars=[\"x_bin\", \"y_bin\"], \n",
" value_name=\"TraitValue_iNat\", \n",
" var_name=\"Trait\")\n",
" \n",
" df_sPlot_t = df_sPlot.melt(id_vars=[\"x_bin\", \"y_bin\"], \n",
" value_name=\"TraitValue_sPlot\", \n",
" var_name=\"Trait\")\n",
" \n",
" # merge sPlot and iNat data into one dataframe\n",
" df_merged = pd.merge(df_sPlot_t, df_iNat_t, on=[\"x_bin\", \"y_bin\", \"Trait\"] )\n",
" \n",
" # keep only lines where we have a pixel in both datasets\n",
" df_merged = df_merged.dropna()\n",
" \n",
" # save result to csv\n",
" filename=\"WWF/grid_means_biome\" + str(i) + \"_2deg.csv\"\n",
" df_merged.to_csv(filename, index=False)"
]
},
{
"cell_type": "markdown",
"id": "bf35b5a1",
"metadata": {},
"source": [
"Check work by plotting the different biomes:"
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "251c71b8",
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAwgAAAFdCAYAAACn2Up6AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8rg+JYAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOy9d7gkaV32f1dV53T65BznzJkzeWd3dpeFZZeggGReEBQxophAQURRf6+YX5VXfVVMiCIqiCQVFCRJWGDT7OzkcObknDvnrnp+f9xVU33inJzm+VxXXyd0d3V1d9VT33h/FSEEJBKJRCKRSCQSiQQA1N3eAYlEIpFIJBKJRLJ3kA6CRCKRSCQSiUQiuY10ECQSiUQikUgkEsltpIMgkUgkEolEIpFIbiMdBIlEIpFIJBKJRHIb6SBIJBKJRCKRSCSS2zhWu/NlL3uZmJ2d3al9kUgkEolEIpHcpTzzzDNfFEK8bLf3405o3noh9NyGny8KkT3/Pld1EGZnZ3Hu3Lmd2heJRCKRSCQSyV2KoihVu70Pa0HoObjrXrrh52dHPr7n3+eqDoJEIpFIJBKJRCIpQVGgKAe7Sl86CBKJRCKRSCQSyRpRACgHvI1XOggSiUQikUgkEsmakRkEiUQikUgkEolEUsJBdxAO9ruTSCQSiUQikUgk60JmECQSiUQikUgkknWgKMpu78K2Ih0EiUQikUgkEolkzSg46EU40kGQSCQSiUQikUjWgexBkEgkEolEIpFIJHcNMoMgkZQihP1TCEBRAFW1/6cbgK7zZt1n/VQV/r6f6xJ1HcgVTJHnkvdi/YyngPkYkMoAwgAMwdvt3w37eaXbWPw/LPM/VQVcTsDjAjxu+6fTsb8/U4lEIpEcKHj5OtgxdukgSA4mhsGbqi408CdngWQayOaBQgEo6vbNcg5KURQarbr5mLVgOQuLnQdVBTQVcDgAh8abxw34PIDXDbhdO2cICwFkczT0kxn+TKWBTO7Oz9VUIODj+1AWv1fF3r6A7Wgt+7d5M2A6GAUglgSKxYWvp6olToPpOGgqUF7Gz00ikUgkkh1FkYPSJJI9ieUAGAIoFIF8gT8zWSCaAOJJ3gcAmgaEA0C+CCRS/NvjouHv9fBvh7Z81NvatvUYh2b+rtLgNUoi56W/C7HoPvNnUQfyGf4sFBc6JY01QGfLwvdoZSyKOn+HleEo+Sw0DQh4ub9C0PlJpHjLF2hE+zyA1wv43Hz89DxwY8DehtcN+L1ATSV/X5BJgW3M+71AWcB2utZKKkPnQzX3sfTz0E3Hy6HxtYpFPjab4898AUhneStFVYDn37e+/ZBIJBKJZAuQGQSJZK8wGwVuDdG4XBxlLsXvBeqr6QToBpDL02ko6sDRDqCmYsd2GcUio+JWxqJQpKOSyy/NWkTiwPnrvG+x83AnHA6+71TG/mys7Mf0/MLHqiqN81KcDqClAQj6NvY+V0MI4NzVrduexw2E/EBTLd9rYZlbvmDep9ORKM3aOBx0mMLBrdsniUQikUgOENJBkOw9ogkay06HHW12O4GeIdtodjmBhmo+xuHgT5eTj3OscFhbPQU7xeQscHNw6f+9ZhQ/5Gf0PJG273NogD8EOJ0so9FKMhaqxgwHsPB9FArAfBxIZ4CqMBD009D3e21nIJPj/eksjeZEilkWi3gKePY68Mg2ROQVBThxGBga59+331fJT4BGvXXLFfjZqCrfh2HQ+QGYWVAV4NkbKztRigK4zGPDylQsdsjqqoAjbVv/fiWS/UqxyGBGvsBAha6b64l//VlDieRAo8gMgkSyIxgGMBMBxqZpvC6HqtK4tiLEo1NAZRkQ8NM50FTelyssrX0vNUYd2vZc7IQwDe8UjdnFkXuA+7lcnX95CDjVtfHXrqlc+T7LyPZ7l7/fMIBIAvB7Nv76d6KyjLf1UOrQXbhp/9/jYmlYRRk/T6fpIDrN310OvudUhs5XKm32WGR4fFjEkzvvNO4Gus6sVaHA9+ozy+ryZs+HamaarNte+zxmIkA0br6HIgDB9yDA/S0U+N3qBs9vpxPobGamSbI6hSIQMwMykQSd7+WcblVlaWFlGKit5BoqkdzlSAdBItlu0lngWh8v8n4vjWUAONxKY09RaHiPzQCzEfsCVtSBqXne1suxDqB6i0qNhKCyz/CkHZW3ylnyJaU8VhlQXRUj/AEfDZzdjsyp6vqN952g1FA9cYgGote98P/DE0uzNC4nP3urZ0FVaVBWlNmOkt+7N43htWBlQzwu+3+FIo07Q7APx/pMlisnA5hpyxWW377bCfi8PD7dTpbr7eYxeq1v6f9iyaX/K6U8CDTWbs/+HAR0A3j8gtnXZFIRAmrK+d27nYDLFAOIJemgRRJA7zAwMEonoaFm5aCDRHLAoRbfPrx+rAPpIEh2n5l5OgdeN9DRxNrwxQZJWZA3w6Bhk80xBZ7J0SCKJWhArgWXEwgF1rePpQ3RkdjCnoK0uQ9uF5uMq8t537lrC7dRLNIgbaplpFuydhyO5UvHBsaW/i9foHHbUENnc7FTsZ8o6sDoJI+xrHmzsiCVYTo+2Ryj7MtR6hw4HXxOzjx2y8t4rAL2eZTNAamsGVGO877aqt2dmHPyMPfPMID+0aX3hwK2w2c5NyH/zu/nfkIBs3DJkvLGijDLNhefK9Xl9nESTwHj08DELDA+Q6fixOH9e35JJJIVkVaKZHnWU3oRSwKXe1inavUDeFw0zDxu/lxs3FmGi6IALfUsFxiZBC7fWrr944eAKvMCZZUZLZa3LOrAk5eWSpGe6qLDkcvbjaprYWCM0emVUBS7tMXjAlrqeBHVDdOQyzPyOh/ja1vMx9bXfCxZnUfuY9bmci9LaarLga62g1MCkckBQ+ZxWBZgj4nHzeNsbJrHkwJGdCvDjPgKQYd5JsLj0KJQZF+MRTKz8O/FeN10ynebipLsVlMtz6dUxlQhW2ZtkdwZVQXuO8bfdQO43s/swPAEj7NQwJZetsr4FIWOV6idgZxrfUA0SfGIsWk6mIpiK6KFzO2UZrokkgOD7EGQ3G2MTbOZtLAoGn/y8MILdSkXbvBnNLHydl1OoLWeRnO+ADx12ZYhdWi8kDTXMQKYzS80zj3ulR2WfIHRrNGp5ecUuM0ykvXWIwcWqflUl9MB0jRKhRbMZr5sng7ByCRwa3h5daCg33aW6ir5WUi2hlQGuNTDuvNTh9efGdrrBH1AVysb9PNFoMZHZ0DTgPbGlZ9XGQY6mnlsXh9Y2JAOMMpeHeZx7HGXNI2bc0PcLmYn9lpk2DqXZX/B1qGpDMJMzNoS0YszUpYiGrBQmtjtoqPgdduloakMtzU2bT+/q5Vrv0RyUJCD0iR3DVYdfe/w8vfPRVd2EDqbgd6RlbetqjTkbw0DI1PAPd22c+Dz0Kiej/HmcgL3HmUNce8ILzbPmKU6Vl2/ojDqZanTLEdNBQ2o9RoSxSJLK5IZXvCsMovyEC9wQjBTYdVvW02fXg8fYw3y8nrMgV4HJJK9V0mkeCydPHxw66HrTbWu4QmeQwNj7GMpC9KBWKmXQgg6FvGkPZAvkTLL4jLAkKkKVRECKstpKFaG955TINl+FIXlRQ2mEZ/Lm7cCkLd+mmueQ+PaOxc1M7Marw2GQYU0h0aHwVIdA1bud5FI9jHSQZDsT4RgNCiWsIdqCWHLSDbW0BiwuNJLA30lVnIOABowpUPJhGCEKZVhjWvpgKusKbd5/BAbKRcPv8oXgCcu2X8f62CU3opaFXVeiG4rEjmA6bmlykDT87yd7gLCoZX3HeD+prM0ngbH7ZIgn4fvrbZi5cj07WnABvddN7gdIewpzi4nS5B2uxn5IGJ9plaD+0GlqpznazwFjE0xYzY6xfu8buCBk/ZjDYPn1lyM58zhFvZjFIvAty/Yjwv6eazOx3kDgOffKx0ECTMD7lVKg6702j1fRZ39CJY6nAKufw4Hf/e42POSSPGYk0gOBAp2tzlr+5EOwkFCCBoFsxFGdxZH1xWFi3ihSGOq1EGoLjfrmRW7Rt5t9hGUB826Z335iLiqsjxoJQyDr2kZ91b5znPvoQMzOs1I/XJqK0qpwo5iN5wWCnbdq/U+m2pZOpHO2MZTIr26gyAEy51Ka7XrKqmgtJxBryjAg6fokKTSVFCaiy51dBaj3eEzkqyPYpFZHitKeb2ft+eeZrnRQURRWB9eFqATaznSmRzLAstDPGZnI3SOayt57lj9O9bzLWnTRMrOgDnX0Z8jsbGmfBeLtrpUeehgO6sA0N3GNdPhMCWnJ9mLIEynwVJsiyW49ifSdCIaa5jdDfptBaVSf1RRZCBFItkjSAfhIFAs2jWfVsq3Msyb28kofjLNi5clD2gIlhO5nLYj8OApyormCvwJmM26U8CAOeQqHGQ5x50W8WLR7ElQ6FjEk3ztQpHGcibHbdVU0MBeiau9C/92O9nUrGl286aFVRdbFqQhpJslSMMTvM/STbck/NxOfg6lzgHAKO1q788yqiwt9tL9d2hUfQn6uG3DoDFWV2U/xnLArJ+KIqO2a0UIGsb5FUoWMrmD6yCU4nYBZ7pplEXjzHwNjtv3l4c4BK70uNI0lvdZFIt2lkuyECHsgWFW5tL6WdQZmIinFgoQlNLeyHXqIGEYvI7EkvxcrGNrYoafV0M1rzl+r93UfHNwYSP8+AwwOcc1cXGfm4XXTQciFLCHPsr1UbIHkSVGkr1PadmAy8lF1dJCt4xmS13Imlo7Pr28RrqiMGNQXcFo/Li5+FeFWVc/Mgk8fpElR5axX1G2tAFtfGahBKU1aCfo52uWBYGpOUbf2hvNcqjk8lmEijJGQ4s6cGuIddj11XyvugEIU4J0Ypa3lVBgl1stxppsHPLbEde1UFNBR2d6nu8nmWYJiDW4zZJH7Rvhz5UUjCxDze3kPgQD/LkXG0V3G+vztqitBLrbd29/dgtLJQagwRZP8vhWFWbN7nTcSPUfYpUYJtPMqiTTzE7p+p2fCyy/jhorLTR7ACEWOjy6wevF+Az/Z/V3GQYzuOEAHxdP2e9TVey11OmgWtxyWZMjbQunlSfTzPQFfAuFIKx10RDMzEYT9jnucQNtDTzP9zpCMCAVNYfOWZ+lFQSysvhej6nGZ/70efbvXJa7FEWqGEn2BS31zB5YBmkmy8WmpsKWrFMA3BigEV5dzuf4vfbFwdJBT6YZlZyPm+leBdAF/9dUS2N+ao4LoNtFo2Q+ztcqLT9aHJVUABztWKj/b01Pbqq1DepEihmMgJ8XpmiCpU/d7Xxu0ZRqnJy1lY1UlUfy7QnJgvWxi0uslrtme918/fpl9L/XisvJbTTV8nOMxOxMjWrun1LyU4F9sRDCzjQYBp8/E7EdHU0DmmuB1oaN7dtBQ1F4HHW3syxtcJzH46GmuyNzsBIu5/oc27sZ3TR2Y2ZQYoHha04dr62gYZrOMkuQL3BdKi6Keluyy5acs9fN+RKLZZh3AyG4v4bgvkfjtkqRvkwgxuum0W4FK1QV0M1MsMMB1FfZ15PV+hNWI+AD7j+xtn3PFbjOD08wMLQfHISRSa5JAR8/J4dGJ8vqVbO+k0xuqeS1qlLww+VkdtzttCfEL858S2diT6DIHgTJnqe9cXXJQ4BqJpbROhdlr8Jy0XoLp4MLXGn5zOgUU8hOBw1XK9rk9wKLJwpWlzOCoig0eHN54OJNu5ehqNMZaarlgjoyyee5XbZ6UDLFZuarfUDPIDMJQTPC73LQMUmmbePaKikSghkKS1FINRuaVcVWQNJNFY7JWWYkqsq3Rn7U6wa8NWwK3ShC8AISTzILNDjOcoeqMD8DeWFg9qp0ZkY2f3c7CJK1kcmx58gi4KPhG/Tzd0Wh4TYbZUTdwuMCQj7A6zXLC83o71411CJxZi1LlYQA7nttJX/elrbVeAv6drfcTNfZq5BI8VZawtW0T/q3Juf4Uwh+xuVmpj1jOppCAJrpUJaH6HhmssxYCcH/3xricbqKajgACgrI8kDJNiIdhP3I6CQNfLfLNHb1koYvxY5kaZqdBQj4mDVwqLb6hBXVHltmhkChuNA5sJyCbI4/HRojGZVhzjfQFi1U1lRhgM25wxOMxmVzfKzLyYa1tgZgeNJ+niWvZ6EovKBNzfGiXYrTYZdOWVF5AQCCjkM0uVD5CDAfrzE6Zf1vL0T7SintcfB5mB2aidCZaahhlGkvGiU7RSzJuudSVpK7lUgAU0o5ztJKgOvP/Se4jukG11RrjQIY9Gip43ThgG/p+raXGRwzI9AuDjTTNK55ZcG9N4NFCDbYL+4n87hYYllWZ09D3w+c7gJm5rleL+4LsjLIEAuVBQEeh0c7+F6PHgLmIqaTlF6atQJ47bybrwF7BFliJNlbGAbQN2r/7fPYUSArhTkXXbkBTFFYw11fReNeVZlOv97PVKii0InweXmR9JsRs8WRCquJL5MFIgnuQ1lg+YiGqjDali8yUufz8PmFIp2DqjAdhak5XqRLJUuvLGpStqYXh0MAzG3k8kDRzCJY9bUOjRd2h9l3IUDlo2ye+1NRZmcbPG6+tvU5Bnx7R4XEqjM3DPZ0jE7x/R7t2F9Gy1Zya2hhZFRRWAZhDWqSSEq5OWBHdp0OGldNtVwjoglmJzM5GtCHqqn85PXs6i4vSzxpR9VzeTo2VqmiahqLus7gEcDH1O7xwYyZ7FLnwO3idSKdtcUs5mN2mZcQ/O5Ksx8OlevkShH1XJ5rvBVQWqza5XRsvGxq8b431fGWy/M7czn5uvMxvt9C0VQUC9rOT6mxH/TxBtglSUUzEKiqvH5Kdh9FgXLAnTTpIOw3VBW45whw4Sb/PtW1/MJmZRVu6/SbjkP/KNPPkTgXxapyIOAFTnebhnSJso5FqerOXJTp0GjcLlkq5cxRRn4spudZJmMYXChn5pc+Z2yaykg3B7lYtjXQQbH2xyq5sSY8C9DBSWf43Hhq6TaLOhfp8Wk+d3FzsKLyPayEz0MHqqF6b0xtVVXgUDO/674Rlmud6NzbF/+tIprgtGSrka+0frq5jlFSiWQ5EmnbOQCA55ziuVQs0tEcn2G0+lTX1juY+QLXK5fTHvC4GS718NhXFa4DpUEhYUalHSoNz3yefVx7PYjg8wJnjzOzbAWcUhlGz70eXqfOXV3btkIB9mvd7qEwM+SaCozNMFO+GkEfr4c1FVuz5rtdFPswDOCx80vvt6ZVN9VybV8ORWHp5F2wzO9HZAZBsrdIphlVdzjYqLlS1MNqGC6di7CcsoZVqnFrmBfKbJ6LozUcbHKWpT1W5L9Usm453OZKlsqwKTqZtu9rqWMzsJUhsBZ+Xec+AkBXGyNGAC8aA2O8WFjPaagG2hq5H/2jdCjaGxn1d7v4+LkoF/veYe53U61ZruPl4ydmlqZ+Az46HFapSjoLpCcZ9Tl7fPX3vJM01fJ93ujnhOmu1oXzLA4S1rC/2Qh/T5lzD8pDPEb8ns31ekgOLkWd62QswfO7PMR1QlEYSe4bofHeWMP/b+XE82LRfO2SAIqi2M2lNZV8XYD7MROho9t4h2NZVWnALpav3e9YmerlmJ6nk1BXtbA5t7S0Vte5Tg+OA1eXCVpZOB3AfceYyS6Y8rVW71wmy3VmYIxZ7fuObU1Zk24A81H778UlRgCPk+n5kpJZjb/fLkmS3I0oivL3AF4JYFoIccL8XwWAfwXQBmAQwBuFEJHt2gfpIOwnUhlGkVSVeuYrLWBCcMHpH12oF+91szSnIkTj3+kAnrzMVGjQz/urXTTIrbSvpjFNHU/azoFDA+49xkV2YoavJQDcf9x2WKwpyqX4fbZKiBB0cCZm+bjRKW731hDQWAsYum3EV5QxqlNVTkM+Gud7qyrnpOXSRbS7nY7JXJQX3EPL1Ou31PMi/dRl7ofTwYZoy4EqlUNNZ9kMW1UOVIf3hjRkdTlQbGHjed/owXUQbg7SmFtMaz2jpBLJcsRTnK4eSzCg0N5on7cDYyxjDPqZtdzqyb5CMNgSS1J5zOcxS2PythTtwCgNXlXhPubyDGYYBteieJLrpyWLbBjc/0KR50ND9cqT3Q8aNRW8LcahLSwRCvptKexSmVZLZlo3+F2sNiG6pZ7BsKu9/I6OHdr8/l/q4ffp0OzZPNbQ0EKR+5dIscR3MYpil0JZpVEhM+Alm5N3HQXbrmL0DwA+AOAfS/73XgBfFUL8vqIo7zX//uXt2oHVrZ1CkeoyLicNs72syV6qNXxQudbH7yTgZVQiFLCVN0qxDCuPi0expnGxWy6F/uDJ5T+zXJ4LVzjEBUoIGsqROBe3RIoLdyjA6Ne5axymdqyDz68KM7ptDXIyBKNqNRU08FxO1vo6HEz9Rkyp1PEZOgkAU8Mt9TT0SyN8ViNha/3SfXdoVD7K5JbWdpbicfF4TmX4GZUFufhaSknZnCmBmOS+9cSAWwr3p7LMvOAX+ftW1K6uh1gC6B0xB7BV0kkL76NGvrWQzdmzMhazldFeycFCCODCDdvxb6hZ6NRbpYbHD23teWtlu4bGuW60NSyVJp6NmtOGBRuJZyMLhzT2m71lDo3BFFdJmUxpX9azN4AHTuzNPondZCvKgqbMIJiALaMN0L642sdMQ3kZg2wOh5lpzvB+K0vtcfFYSGftXsD2Jjp2izEWOQzF4jJ/67YS0lyUx01zPa/nB2n6uW4AudydH7dn2N45CEKIbyqK0rbo368B8ALz948A+Dp2zUHIF+xFy+L0EbsEZLewGlMdmhktmmeKEeAi4XOz/tztsht7LOWc/exAtDfaEffeEf7P56HRms7aUftcniU2TicvQEWdkYxSGmuoMrTS57E40qIoNP6v9TMSUl2iue7z2kpFkSoeH6rKcqL6an4HEbNUZHKWBq01A8DC5aRzEDInaOYLfD8DY+wzOH7IjppVlPHnszfsqNsDJ+3F0lIBuhP3HuXP5aIxXg9vdVXcz0SKn/nQOG8W/SpLnqrC/Lx24viyGvWEWDiMrizA/a0u399GdCpjl591t/P9JNPAyBSPoaEJHg+SrUPXgal5c71U2KNj6EC2wHr2ok7Hucwc4LcXMmnLoZiKbYkUrxMXbnDdONrB9aEqzKDXU5ftUp/SgV0bIZFiBiCe4jrW2bLUGDQMRokNg+vN6BTP0e52XrusoWA1FfzfcutI3szYxpIygrxdtDcx8DMbAZ69DlSW83o2apablgV5DbPUsABbDXDxYL3Sa9zEzPIOgqqa19o17t9MhAG0a31mo3OA18NyczDi7bKrRSVYVjbC6eAx6vfuHVuoUOT5Mz2/73rqdqEHoVYIMQEAQogJRVG2tcZ2/au8c4cvDJahmM0DiSQXRyuCbOFy8uSzIi3xJJs4l6OtwWx01OmZu117U9NaCDb0WmoH1iCkqnJziEyeUYr+UZbUADSKQwFmGKrL6SxlcsDTV5Zu31LvsBo+3S570Fh91fIGpsOcmLkcjTVcNC/1cF8rzChLOGQ2Q4d5azXTuPkCX6MswMj3k5eXlgQJwe/75iCbso+0MY3scdMQtkqeCkUeI163KXm6xu9wrRdZRTGNjHZbXtZjOgP9o6wj7hsxy6fMKFJZgPu6HRfymgpmLuZjdNgsYkn78/K4KOO43wwJqyHd4sYAS81qK1iD7Hbx4m1liCTrp1SIQAgGHYbGF5YjWljTvVWVAQALt4uOxOHWvacedfIwrwGZHKO7E7Oc/q6pdtOuIeyBi5ttdB+ZpHPQ2cK1c1klN5WGf8+gqUTj5xo8MQN0NDOYMxdd3XBzOeXAxO3G56EIyOQcM9uDJQGYQ80s7zEMrrO6wfXeylxY16Fsjt9j0M/H5otbF+mvLud1NJbk+j8fWxrEXQses3dvufKtnSaXtx3k5dagg0uVoijnSv7+oBDig7u2N8uwurXvdtlyilYT6E5hyZ9Nzy/UCg6ZhpfXw/Sb100DunRR1XVGnQE+zjBowOnGwubUxajqQvk0l5OGVr7I1JclgWk17Hpcm4ukWY2X0TiQyprDVAosG1FV+8RXVRrPzXXct6k5RvuOtNIIjMY5DMxlSrWVeuE+D3C8k3WVpVgNn8uRy6+sqrASlq74fIxGtKXbD/Azq6vie/B6uMiOTtnD2nJmtF83uEBYx5klyXrvUeD8dRqLqspF8nALv2dLCeLCDfs5Hjc/C+s7tCTsPC67plPTaCRYKd2ZCBf2uiou7st9t14P0LQoM3HyMCOIyQyNkXSWJUlTc4zuH2nbnh4BTeMxA5g11pop5TfPn9k8v4v9Nl331vDSGQfZ3EIpxPIQ1VokayOVocGcSLPXxhrKZJVkGgbX1WMdLG0RZt22tR5aa6s1gfhSjz2r5MYASwm9bjrGewGnY+E5Vx6iQWUNUwwY9lqTyixUXQP42STTfN/W+rFa0KEyzPVDGKs75NXlXB8GxxhouXCD52nAC4SaOd9EsvsoCh29+ir22UXNRnfrmLKa3hfjci6NgGsa4N3ibK51XQwH6dha5bCKUiL9uuinJSueL/DxwxM8d6vLtyYoOjbFKgGng9dea/qz1Wxt9YIIg/f5Pfb1NeCj85zL87q7b1A224MwK4Q4u87nTCmKUm9mD+oBTN/xGZtgdevWoe2Oh5kvABd7eEA3VPPE9Lho+K3lYNY0lt2UYo1pNww7em0ZVZbecjZnDtYy03K5PE88l4OvXSzS8SgtjXFo5sRetymNadawl0bBEykaa9EEU/WWkZpI2xdap4MGqMdlOzEBHw3hsWlGqSZm+DyrbrVniH8vHiAW8LJOMmQ6MhUh4NGzjKJZHnpZwB6qpqq2weDQ1je1sjQa6XLSwLai+zcHeV8yzexCXSX32YoWeD10FKzXtiJ6NRVc+CxHYXKW3w3AVOR8jEZxdzsdmWyOTpzVDJjJsUdjOdWmlbBURqxsjKLQIWupW71cx8oulDYNWvXI/SOsWz12iFGfrcb67Is6nRpVtTML2Txf++Ez+6vcqLocSKV57MdTSxvdHRod3r0u37jbCMHjYGTSVtOxpuVaPT1WE2c4yDX29tq6wvGiabYa0OA4XyNfsGeVBH1AbRXXnVLjYLepruBtLQjBUiAr8ADYa5vLyfXSOt8DZrTfOrf7Rmn0VIVXDhwVTQ38oQk6Kae69sZnJFkep3Ptx85uYdkfd8LpMEtvgwxiZXLsK/R5bIlZazaQMAMELqetHiXMZm/Lhmmqpa0zNcfyW8uRXmsWwOXka/u99kRz5/4qMcLOlxh9FsAPA/h98+d/bOeLre4g5PK8wDTWbN8iNhulQWApNqQydj/BdmhTq+rCk2mtJ5eFYZgORZYnVTbHEy2VYenD8IQ5yMssC7JGxgO8gHrcjEqkCvy7tZ7lOKXZmXiKjbNWA7LVCDw4zgtMZwuzC7EkHYr6ahpWusEo9nzMNrwB2xHwm7MFMjnbaIgmuI3yMqCjRO5PCHsKsXXLF+wIZDpjqjAIbtNnDlSzovelmZqyIB20RNp2DgBzAJtiRzYA7uNMhMfFyU5TdanMzJKo/MwnZ/k9ROL82VRLp6Y0jfvEJW6rodqMmpjDhUrVlarLWYfs1OisWAoiVu/N8ARvD51eX+mSYS6ifh8/q2t9wHNPb33ddnU5G5ZHp3ieAvyMgj6+XytTsl8omPKDHjcwHbGNqfIQ32tleOdLHPcbhsEs0ugk1ylrmm5VeO0BljvRUs/vY2jClN4M87yamqMDX4pmZjb9PjqvFWU7W2dsBXny5nq7nPqVVTKSzTHjVlri1tZgZxussk5rDXOZk+StgJAQDIqMeYEj7cv3NqSzPIZ189i+OchrxXJqaxLJdtFsBr7iSduO8JnXQJRkFvNmNjqesgOImkq7Znqe574VHDMM9qgGfLa9UCjY2UirtylvXoetBu8J83oO7L1yxdVQtrcHQVGUfwEbkqsURRkF8D7QMfiEoihvBTAM4Hu3bQcAKGLxAKkSzh45Js590FRY8rgp89jauHXRu5HJhfVzVqSmpoIG5V6ZZrtWCkWzxCZKY7hQMD3tOr6nrTRulhtoVoqu22VLVunL7SyJsfCxqsKT2DKCream9WCVIiye4LxYzSNt6k2PTdvRilJd6CNtfO3eYZbvWA3JFsk09f8BM1Jp1qR73FRkArjgXbxJx2G52uKZCI32ukpeyJejd9guUwNo3IcDNCAqylb/Lm8OLpwXUV3ObMd2Odm6TsNlao7fr1VCcrRjb9SYArbDKUDD33LYrHKodMZ2pJ0Os4fFvB0kpY7tolBkhnFsmhdmvykcUF2+sxHqVIZrjqU1bzn/lpEO8LytDPO2kjLe9X4aIOUhnttWiWBZYOWAjtW/EkuY/TiJhSpBAMt4Yik7SmqVTVkGisMBVJWxBl1RqIdfeh2y+r9iSa7zVpmkpnF9yObt0s3lBD2Gxpcvc33kPukgSPYPxSIwOs3glNWc7XGzT2+9ErxWSd9cFNANKJ0tz2yg9GbH8fhbRNPRd2/4+X3PvHPPv8/VLdaAl5MJZ6I0PEamgHGzBKSucmEpzUaIxO3f3U5Gwhtq9m+U0OmgY2OVM20nd/rcNc1UBFqmvrao86L2zDU7CwAwC6CY21YAQDGzB0VeqEsN5kNNgNvN6Hs0QQWigtmMVdT5M+DjBTeWNA2FvD2IzOo1CPrZfJ4zjYdbw7Zk3HLRBK+HKd/KMh6HisImbOvzSKTYb+F20UBaTL5A40NRVh6yJcRSw0IB38dslM9tb1x++wAdIrcLiMRofMxEaEh43WYmxwc01WxdRkFV+d1E4rZOdmWYxtRuk8qwvGx63v7uF2P1+ljZtM2uK3cThSKNTisKVx6ik22pmuw0Kw29KjUC5mLszxkY4/deV8VzqdSRsYJQ1sT30sDDmW4aIdY2LWfAWmcAPqcswMxoaU9L74g5hVg11WcUXsvKy7iWDU3QOagKs3l4cSO81ePkcXOdtzKZs1G+N+v1/d7lldRazSnx1/qYzYglzGZWAWjymJfsExwOBv8aa3gMB3wbl5lVFJ4DWz2TRLJpVrdQFIWLZEczvcS5KDBvNmBOzHABrKviQmkp4KyHk4ftBrrZKCMro1MsobGMP8nWYsmdFYpLo/2xxNLHW0NaxqYXZhqqK+yyqHCIWZKxaVt+1krHLy45KKW2koY2wHr52QgvrOEgL9DLff+aas9aKH1PqQwdg7kY9+9k5/KOptNBR3R82py4vMyiNBflzTKy+0f5WT3vDCPdw2bmy+elo7IYj4uLZ1sDnatIgp9tJseszmyU58/hlq1pIu4dppHS1cr3thcQgk5j34hdp22VzDk0OyLsdska7I2SyrD+P5fnetlUu3nJzu2i1Ahoa+Q+z5tiBoPj/HnvUftYaKih02MNQ3z8or1eDYxx4vqFG3ZWwuOic1kWoOFtzUARgsdeNs9zMejn+rLSteVU0A5wrAWrebUybKuupbNU3VquvG8uRplKTaNjksowqLFcs7REstdxOvafEMYWss2D0nadtYcwNY312jWVNOBn5rmA94/aZUK3a9Q0ZgQaalbvkrc0qwM+PjYaBy73slG0f5TGV1Pt3lHHOEg4HWxcttQNsnn+bkkBapo9PwKgUzg9zwthXeXSi59DYwS4FCvln87azU4OzR5CU3oRriyjo3iyc/2NSvd00xC1Gpw7W+wSgtJjL5vje7AcIdcKigmWIWs5CopCY96hLTwWU+nlHYRSHA6eA6VzIxIpyh1e7aOTbalNWOfLetB1noeqsjWDgraCTI6TSGciNNq623an+cxSrbGixQcp4DAT4Trp0FjKsheyRck0nV9VsTMJK80GcbvsOSn9oyw3TWdtB8dyBpKm8Wz9bfV2Xe+jc9Ddzv+tpLCnKEvLFO/ERkvaStVlFmMYdGxGp+xzvW+E58XRdukcSCT7kF2Yg7Cj3NlBsFR+ygJ2dMehcWH3eW15yYoyXhCKOo0Wa3z4oJtT/2orFkYKrYZka1ptIrWwOSxfoOEzMUvjbKVyEMnmKFXoWA1LnWi92/Z51ja0bCPbt3BoLKtob+T7mJ7nsed2sRShWLSPY4AX48OmZvlyeNx0OvJ5HrMBH7ebzVHiMZNbvcQI4HkwMMbnFAp25NTp4O9njjKLEU3a2ZaAb/0OgqYxc3BzkAbabjR5GQbf50yUWSCrCdz6jDZrmE/Pm7Mz8jQUrRKtUMAu8YjE+b2F/HR2ZyN2fbjFQ6f33SCeJQjBiPvwBI+jrZgILEy53806ceevL1R4A8zZIF57PojlNFgzCiJxHvsAy26yeRrQfi+PZev+zha+52jCFl3oaNqZcs7NohvAxRvsS7P+HpnkWnD80P7rtZNIJLjdzH2AWd1BSKapBgMwpVtupl89bnMmgZ8RnOk5Ro+tulCrfGVylhGTnkE6AUfaaPgPjfPibUl8upzcVn21rYZRSt8o7zvgX4Zkk7icNCh6Bm21hXjCllOrqWAGbC0DtkJ+ACVRPSGA6wM0bNYyTXwuSgfAazZYjs8w6msZNapqTvuOsORAUZaftLkWrDKLdJbO+XYpFxnGwnkPyTTP11JZu6Cf79Ea1LdZhifsadFe09mcjzGDGfDZpSOLJ3M7Hcx0eT3cv5FJlmId7di/60ihCNzoZ5lnXRWd3I2WZ8XMviFLTUQIGqrVFXScN+JInenmd2X1llWU8fhPZbjeT86t/nzd4DkgBMvyMlk6CdYQzPoqfgZ7aaDlmhCmrLaDx2pdlZkZX6FBWyKRSPYAqzsIpcGgnsGF94X8wKkjS5ty+0fpFJRSHrIzAMk0L0wADafjh+ySDoAXh4ZqvrZVFuDebxcEya4wG+FkYVWxpVkBGolV5axFvpPxPDJpKxDdVjoxShSXsLaMiHW8FnWgMUxpyMExRvqHJ2iIZbJ0GgI+4FQb93MjNNbQCB6bZpneicNbH5WMJmicWs3kVnaoPEQj0JqevdXDFK21AuDnlclyzcgVgKlZBi1qK7kfhSKbwq0G1dIBX5E4P+viLToJ+00IIZ7ksZ0vmNmvDQZMhGCAZsiUYw76+Nk5HTx/Bsfo3N57dP3bDvopTZ3LA+euct3ubOF90YTZcKwxU+F1MxMSifN5zXUL+46sDLPPYztBqrqzwzq3Cs0sAwPoZMueG4lkeVYSstiLKMABb0G4g4OgqSwTKA8xaudy2gO+RibZOBYym77qq3mRserNDzUBmgPwuRcaPhVlwNnjfL5VClJdQYPG6bAn21qTki2FHIAXm0ZZaiRZhBA0bm4O8ThKphmhA2hkZHOs17ZqhCtCQGX50kzC+Awd3JDfNEQUW9Vpao7nQ3Pd2ozLmgo2TvaPUjkF4HlUV2VPslQUNjIvVnBZL5rGc6OqnINvxs0G6K0ilqBsrNdN4zrgZXZgJwydYx3AszcW/i+R5rq0eC1wu4DqZQxI1fzebgzQIN2tUqyNIAQdv/5RGtxnujen9hFP0jmoKmdG16HRgRqfsZ2/YnHVTdwRa5q71TcwOE6nxMKh8TwsLVldXFpn9acdNKRzIJGQaIJrW5mfQbiZyP47Pw544Hp1S8fnsScSl16UqitYTjQf4wVnYIwXAaeDEa5wkKUcK+H3sjSprpKylsMTa9vbzV64JAcDw1xMrJkO1rAXv5dG481BGoBWc6IQHAXfN0rjMBLn75bzax3b81H+zOZpLOn6woiGbvA4n43SAbhTGU0owMhhKkNneHqOr328k4a2EFsbEQ0HWeudSC5t0N4MSVPX/VTXzjdCW30ZpZNthyeYNVgpk7NA/tKUwCwUeXx0tty5PGwvIATLcgbHePxUhmnQbybzkcnawZaygN3PMDbF47wswM+nYgucJ5eT58nTV+zen4CPjns0wUxXNm/35EgkkruL6XkG9mbNtT3o3ztze9bKXe0grEZV2B4xn0wzwlrUGWWtq6KRZk2crCjjY31eZhSsMo9wCLj/hD2duFDkBcPpsDWznU4eQOms3bMguXtJZxklz5oN7VaTdWcLDaCbg/z/xAwNwViSv1sGZmmEwtJib6kD2puAY4fsmQVqiSKXptpzHWJJ1r9b6l3lIcr1li4Uo5N0QCrDzBD4vazLb61nNPzWEHD/ccCxDQ2zdVV0uvtH+ZqbXcByeZYMutfQyL4dqCq/FyGAbz5j///pK6YyVolcqqJw3Ygn7UF/HpftLO4H6WTDYI/B8ASFG7zm8KHqTex7KsNjcnKOx3VjDbf15GU6wZVlFJLYSiWkrlZTMSxJR8AwmBUuLUnNF9Y3oVwikRwcDrfw2tg7zLXhTLdcC/YYW1OIa0mVWsSTCyfJlnqJfi9LjEqxlC76RmzlEbfTVn0AWCu737xLydZRKADxNDA5Q+fgRCeNvtIF5fx1/lQURi8fv2g7rVaj41zUnudgYR27qnrnQXehAMtV0lkaqZE4F7iaCkZAVNUuqbNkUq0BeuUhu9RlLrY9Ciz11Yz4j07RwOxu31jUP5vjvAfrPD59ZHfTv4rCSdmpDLM71hTmXN4OJhiC5U+1lbYe/n6oWdd1ZmNnozwudJ373dVKh2+jvQaROI+DSJzfXWMNj7/hCR6zIT9wuHV7Snm8HnuCum6YKl2L+mL2u6KURCLZOIoZrHA6WGp+xewP20/ss4qo9bI9nXqhAMsRCkUa+9PztrLFcoOcDLN0Y2yaRpTLSaWU1noqvRiGvJjcrQjB7FTviD3SPeBjdH4xVmOlEEDPECOUtRVseL8xsPCxHU3chkOz69IDPhrVVjbMkmj1enj85Qt8bMBHA/TMUZZnTMyydENTmRWzsgojkzSMCkUaalbzvqJsXw28NbMh5KcR+Mw1KpCtRz41ngQu3OTvdVXMsOyFGQvWBNvlsBrK91MNa7HITNPUHPfdac7MqArz+NjMexkY4/HncjKL1VDNbOykeaw21W5NhmktaOqd54VIJJLdx+p5Smd4DayrWv8ckTuh66ZoQQIQBoMhAR8zp6WiFHsdBRAHPOOxfVIepQbQavr2usEGyESKkb8jbctctLZJtlGyt9F1KrfMx2iQtzXQQLxTVFhReBxZ3BpaeH9ZwJ6BcOkWjz0AuO8YDWPLWFsst1uKx0Ujq6uVBnkkAURidCDmoss/p6qcmTBL9We7UBSec2UBSrNe66PztNZab4fDVhM73Lp9+7mV7LdBaKkMS+VyeX7O1RULlZc2g1UWVl3ODNJyjkZoi15LIpHsHwyDJX8Qyw+gHZ5gsFZV+Vi/d3MOgiV7n86yFywSp9KcEMzkq+rCPr+NKvntFgd8Cd19rT+r1vZQs608s50IwQN0u400yeYwDOBKLyMNh5rtuumN0FhrN3fWlDS35gv2UC+nw65n97iZASjqXNiyOT5WU9nXEE9xxkHvCBVhutsZ9a0u5/GVzdn68pkceyNiSRqAO3GMW3g9wKnDwNNXmUE52cX3dyc8pgqN1Vwq2XqiCRryJw9vfYRuyBR96Gha6hzUVvL+8en1D+WTSCT7i3TWnlJuXccsznQzUACwnHtsikGx6gogl+O1q3GD1yvD4LZGJhcOwLWECspD9vDdom73l+63oYHqwfYQdt9BsIz0oXFevLZLn1wIptd7zGiy08HJqtaApZg5zblQ5AV7q6J5kvUjBHC1j0ZUd/vma/V9Hk4xXozLyX6YuaitBR/ysw5cCHsYYGhR5N1qtowleDxdvsX/Kwq3caqL2YK9gMPBz/DyLfZM1FYsnAUR8nNfS4/1iVleSLradnx37xosR03bhpKoZGppZK4UWbIpkRxsrFKhgVFbMrg8ZJZpupgluDnIrPzYNO0fVeV92Swdhq5WXgPXQ75AUZCxadpSAR8DfF5zyv1y09odGuDYZ47BXcLuOAhCsC8hnuTBWxFi/VnfCGVV1zKIar2vd2PAVlUCFhqd0/N2jbqi0Ot1u2wvtyzAE0sIXnQd2v6qdd5vzEVZVnSoaXsaeUvxeQBfnf13KEi1l3iSTa6rURZk8+70PMuhMjlGTbL5lSMhQnAB9Xl3Tm6zPAQ8cIJ16dPz9gBEIYBRYU8/Dnh5fA+N85jfCrlLyfJYqfRM7s7H2Xo52gFc7KFiVkvdwjkbQvAibg2N62q1S/YKRQZJEikaCIUCS0B1gwPOGmrYjC/XPolk72Kp+cWSDHaWnuMWLieDRtf67R6AfMFUHBO8Hlil4dbQQr/XDqbOxSgLbhjMMtRUlFxfhC3IEQ4e4EDrPitr3QC74yDkC0ubRl1OykdOz/OgLhSZdioPUa9+IxEvIWhsDk3YpSThoN1APTFDxRdLqaWrlQf6bJQX0NmIfZ+VabB+D/hYTx7083e/98AfLDvG+AwjGRtNb26GmnKgf4QKPifXYLi5nHbZUNxscDaM5R9bLAKXe+l8qCpwz5Gd04D3uJcqRFgN4ANj7AMqpX2HGljvVqwMQja3+uM2gtcD3NPN3pvBca511kRjVWWvzdQc17/z13kMZ3NLMw4hP48bTaXDfnOQ6+E93Vu/zxKJZHUMw470u5xUelzsrE/NMatt9eHVVi6/jleUMbOcyfHcTqRox3Q0MQA6OUeRC02jTZbLcz1IZRkMUxROsTeELfmtKOynaqjZ+iDvXkSB7EHYFtwuRl4nZmwJvpZ61nEPjvOA9bhodE/O8v7Dps6927W2CJaus+E0mWZ6q62B2waASz0sXwHsMhKvh86IptlSl0KYzTVJXkAtXfxszla7sbruvR6qLu0HrfW9TqGwOw6XlZYt6hurLQx4eWzGEkvruw2DZVOJFI21kUlGcO45snyz2E5gNTNXlwNTZhZE07i4b6UmvmQpqkrj2wpcLEcuzwtvMs1ZEOupz3U7AZjD8haXu1my1DUVNCZW2od4iseDMGgIuF00ACQSyeaw5jrlC7ze5Yvm70WuDZat4TB/zxVob1jTyQE+7uxx2jcAM30Do7zW1FXeQRxG57VobJplsZYzIQR71goFrh3WAMWqMO2y6jDV/yxbCWDAa3Saj7nbpOhlD8I2EQ4uX2LRVaKaks1xmE8my0iXpTZjHaDpLKOy0/PLNzlbspjNdTxZJmbNibse/s+axrqSIaoovCivVi6SyfJCOjrFrMjwBB2FqnKZit8ohqnhfu4qF7+OZnsR3E4sBQdL/WW9qCoX0/EZLpoNNTzukmluN5rgQlxXxWP/4k06saeP7G5zlqZJw28tCMFSSMOMoOkGLxCLezjWSmUZj5V8YWGG1DC4ngxN2L0wF25QiepOKh+ZHEvEYgmWCxxuXbmULehnb86VWwzIlAW5HnpcABR7fbXWQVleJJFsjkyOkfn52ML/KwrgMofEGmYps67bAx8BGuC1lTwHZ6MMsF7ttZWCSp2HyTkGokr7zSwSaeBGP8/vhmquAU4H14trveacocNcnwzjzud8KAAckwGlg8juNymvhqUqE4nzwlVdwTIkawBVKaUGpGHwBLQu4FZ50P0nmBLaqoucopjToc3hTLMRGoLXBwB1kCeOx2VLMKoqI3v11cufuBLS0cTvL5enQaaMMoK6UyRSNOY3oi7T0cSsVyzJkoyhCS64isJSOSuq4/cye3Cxh47Cqa7tGVgl2TqGxm2FIAtFAZ4bYjP4eqmpZATvyUtAZTkzUKkMj51cnoGQQ8187DNXgf4x4PgdzoPxaUYaq8IcVLZaFBFgsERRaByoZnZrvY2JEolkdQyDZasjE/a1IBQwnQInz7nlggxCmIFOZeF56XICqbSdbbBU+CybyeddaGMUzR65+SjXMEtMw5Kjz+YYhDUM4HinPbdEBgRW54BXi+xtB0FRgAdOLhyAlG9mxC2dZWTsycuMbFWU2Rr00/Nmqk5hQ+bNQd5KT4jt2NfqCkYT5009/FjSHAYi7AZnq2xJKsSsTGXYHoTWP8pyHGuQ2XbS2sAo6i1TmWgjx0vARyNLCDqLsQQzWzUVSxW6fF5mDy7eNMuNuncmUyJZP5OzvLDWVXGGxrM3+H8hgJ5hOv7rHTwW8jMrMDnLNWtmnhf+gI+Z1LIggw6ROM8HS9ghtEq0Lp7kdo93rvwYK4AyPc8swj3dwLPXuS5ZfVYSiWRrmItSEjubY3b6UPPaJ7wryvLBh4CPgzrvhGFwWGapZHVVOdeX0utRLEmbSVGARJL9BTKIeWcOtn+wxx0EYOkAJJeTB3YiRdlGw6C32zfCaJxqRvULRabq/GZUDuAFeLschNL9LTVwF9M7zP2sCDPKJ1md5jqWhl3vZ812Jse6zFDQVpjaSsnGcJAL77PXqfBw//GNbd+KEt0Jn4eOyIUb7I050y0lKPci49NcS7pamaK38LhpAAjB73u9EaWgn7dDzVzLHA7bYegdtjXEO5roKNwa5jGyXGTPMLhvjTUrv54QLEuYN3u/ZiJ0eII+BjC2S2ZaIrnbyOboGMxF7XV+u+2PUoRg1iKd5XWyscaseFimrLqijOVG0QSfUx4CwlLFblUUyB6EPYWus2Z3bJopeEXhwX5zkBe32ko2M+cKdB4AOgdOB6PD9XdIt+8ErQ280F/tZTShs0UahKvhdACdzTSWVLMWulAAJqY52AXgYlZfTYdrK1J+Do2129aE75Wcva3C7+XrXe+ncdhSv72vJ1kfubxteCsKI/QPn6GBnc7SuSsLbi4dr6q8Tc1xPXNo9jDHfIH3dbWy0X1gzC49KmVylkbBahf2iVk6Bx1NfD/9o1xPgZ0d4ieRHFRKe4gABg6aane+XKdniGtCVTlwdIWJ6hZOB69B0/O8Di03r0By17H3HQSrCThvdvGnMvSGK8t48OcK/L26nF6wqgI+zZbyKwvY/98LOB3ct5FJLiC5AiOCkpWxVKVKMQyWHc3H2JB1rY+6/XXVNODWmsJdCauJbKeOG0tVK5m2NaclewOngw7A2DRLjAI+pt/TWTqRRf3Otf5rZSbCY/fBk3RGrvfzot0/SqfA76XxUVPBzMPMPEvZNNUuu1xtfkU6w8c21XL7nS22QyqzBxLJ5oglmOVLZRhY6mxmlnGnKRZp/9RX0fC/U+CsUGQQzhKCkWvB2jjYCYQ97CCkMsDoJI2/xWTzrJlzOoB7j9ma4qVYUn57EVVlJkFRGA2cjdLJOeANL1uKqrIWOxTgZzk2DQyOMToK0JCqN50FVaVRZEnHrfY55/IsV5uJ8Pk7lRJuqTMHCM7xtesqqd4kF+rdR1UZcX/2Out5m2pprEcTtnLI9QHgXs/mHTtLzEBR7FIjgA7xrSH7cf2j7HnqG+H653BwvbuTMaCpLL00DLvGWGYwJZLNUShQRGBylg7+8c7dLSGeifJ6Ule9NrtiZJJrTTjIgKq87qwJccBttr11FOQLTIFPzTFzsJiAzzTyzAt2Zdn+bqSpqWQ08GovL/JH2nduuu5BQlFotDVUMwIfT9o13Ms9tqWeczEsCkVmDOZjrBc1BO9vrlv6/O3C46YEakcTF+uRSc4m8LpZNxry02GRCjM7QzJN49uaEVCawRqdolPaUM1Ifi7P/pGrfcB9Rze3Jvm9bEyeizJwoCjAyU7g0i3eH/Sx3Cma4M3lZG1zacasUGQkU9O4PZeTAZfJWR7jQvB9bfUEZ4nkbkMIBjH7R1kC3VxHmfPdtksSKQYagmsMko5Mcp9PHt471RZ7HUWRPQg7xlwUuNK79P+hAC/CVeHNl43sFYSgEeoxSwnm45zee60PeO49u713+5fSrEJTHY2gbI6ftW4w7do/SoPOwpq1ATAKW1XOBf5OevPbhdNBJ6Gmgk5OOks5u9kIDdP7jsmI73ZSKFLO1BogVFPBMkDrb+sx336Wxrc1wKy7nU7CuatAbdVCB3Q9tNSxIXp6nlkkSwGlsYZGfyJNZ7GqnGuiy8WLVCLFx87HFjZRAzQSsnmWQgX9dJD3anZVItlPzMeAnkH772gCaK6lsV3UeQ1yaLRdFqsGZXPbN1g16OOchEx25UGcRZ2zf6xyWl3nOnE3TEGWrIm94yBYUl7W4CG/lzV8B7EWe3KWDUQAF4fmOkbAe0c4tOhQi5S73AoWl5npOh2EUgPb7WLWJpoAGqqA9qad38/lWLzv0QTr3QfGaETulgNzkJmNADeH6EjWV7O50OmgQ//kZf48000DPJOlw3bhBuerlIeAYx10JIbGacSvZ46GYbDXStfNjFac9ct1VVwvSmUKE2k+dmSSZUazEWZfAb5uawOPaSGYRcuZU1HvObK6RKpEIlkf4RCDA/kCb2PTDBRUlfO8zZrBKEtkoLaSjsEFUybZGlC45ftlbjOaWNlBGByn0EdZ0K7IkM7B+jjYCYQ95CCUBYBHz+72XuwM1sU84DNLGAQNEkPQuDh3FTh7TBqBW42mMbISidsSpIrCEo0rt1jS07YBqcqdIBzkxWVylrfWeu6rZOuYidA5OH1kYalfLs9bSz3nqgxP8MLg0ChDmi/QkaiuYFDj6St05MpDKx9LhaI58DEGJFNAvkgnwSLgZdDkSBsdwqEJlqFZ0r7zcWB4nNmGijJzFkxoqfrI/Se29COSSCQlaOrC8sOQn+f+4DhnoxzrAKDQEL8xQIO9tIRncm57HASPm68fTQANi2SPhaDjMhflmnGya+tf/25hL9oKW8jecRDuJuqq2Gth1Tf7vFw0mut4sT93lfe3Nch6wK2muoJZhPmYHeG1htzND7JUY69GWY+0sdRk2FTAaqqTPQlbSVMdS3tiiYUOghUFdGi8P5m2jf+Ab2HUTVWZhbrez4xPwM/IXGmze77Ac7xQZDarzDzewiFmUA2DAQPr4uP1MEpZSlWY29UNeQxIJHuF6greCkU6D9b1uypMx2Fk0nxcOdeBmQiVxLQtvs4rCh2PSJwOgbWW3Bjga1rBiJYd7LM7iBzwHgRpfe4GbhcHcLnNaJ8VWQBobAR9XEgev8hFRbJ1NNawfOuWWUpiUZqS3asoCmvILRnL0v2XbB5LGMEwpwkbBst3rvWxFKCmgmolgD3J9NihpVGk6nKW+eg6I/x9Iwvv7x9l/e/pLuA5p7iNY4fY9FxXxYjfWiJTiiKdA4lkL+J0LAzuKQrLeKw+yuY6Xot0ndLD20FFGR0VS7o0l6cATDjAcqcz3Vsnz3w3omzytpaXUJSfVxTliqIoVxVFeefWvoE7Ix2E3ULTgPuO23Xmk7P8qSjAPd3AiU47YinZOlSVkfhsHjh3jWlWgBkbYGcnXa4XXafj2D/Kv4v67u7PQSJf4IAygI7B9X7gOxeoTKQowInDLOuxhoolUgtLgkpRFGb/aqsYvVvQSxLnRbqplhmDA56ilkgkJrGkLZChlFiJ27UGWBnyuRivFdZ1o73JlAAPyPVnD6MoygkAPwHgAQCnAbxSUZTDO7kPssRoN7GGphUKdpM2QCO2MkyjNZag8SKVa7aOsiCdsJ5BKmf5vZSBrC5nhH6vIARTxNEEDdL4IqN0YpaTwyVbQ8jPnoKxaab8qyt4TITNKclC2I+NJoDHzrPxd6UaYquE0O9l30I0we/T7WIPiUQiuTsoFpmJdLuAfJ5loo1mb0AyvT2qYk4H166JGWDKHCrbXHcwhV92i+11sI4CeEIIkeZLKd8A8DoAf7idL1qKdBD2AsuNNY/E6TgUdQ5nqggx4hgOHhy5192kLEDnbHiSWYS2BqCxdrf3yiabB24NMmqtKCyLEoKGq246CU01q25Csg5cTjYnA7YjsHjxdzltZxLgdzE5R6ciV2CpQCYHdjKDakOKYkfufB5mDprrdl8nXSKR7BzxFAN9Jw5zTs/wBNDewDVhfJqNztthbLY2sBfKkmTeq/11+xJls99ZlaIo50r+/qAQ4oMlf18B8LuKolQCyAB4OYDSx2870kHYq8zHuKgAXFgm5+yp0g2mBKNDfn2bQlXpGGxUs36tJFJA3ygjR7pBA9Qy9l1OwO3mT1VhzWi+wIuIACf21lZSFs/lZJkRwHp46ShuD8st+qkMG4st3C5+V5aqlPU/r9tsNBZsIp6Lsc63o3H5QIBEIjn4WOWgHhdgmBF83WDAoGeIQxGry7f+dcNBKpl5XFLwZKtRsNki/VkhxIrSnUKI64qi/AGALwNIArgIYEcbD6WFuVdprKVDYDWiairr42ejwPgMJTmba/k42ai4N9F1YDpCLXqHxqyFQ+OFYXqeF41cgRr3AiwfcrvoCFSGKWPqdbNRPZ1l5NlSwZiepxFaFuDiXx6SUentpFCyLleFebFVVZYKxVP8jmoqKDAwG+VN15nmb6mTzoFEcjdjCSC4nHbpoSWROjbNQamVZdtjxMvZBvsWIcTfAfg7AFAU5fcAjO7k60sHYa/icQEPnGAkeWSKvQiRBAewzEZofAyOc1hTQw012rdaKk2yMQpFKtfMRuxyIM3FKHRR53dbivWY+mqqS5QyH6NTUFtJQ9PKGvQOc/uzEXP7Kkum5OyM7SEcBB4+w+/P5eR3nMrQwXM6OPxoeIKPdWhAdRioqgDKgzJyJ5Hc7czH2WfgdHDdUBQGEfpHuV4UdV7LW2Rv0r5im5u8FUWpEUJMK4rSAuB/AXhoW19wEdJB2Ms4HYwkV5TRQegfsw1CC0WhYeJ0MF0p2V2yeeDSTbMWvQSnRsNS04AZU5nqSCsHZEXiVLhY7DgMTzAy7fOw1MjhsBvbaiqoiOP18CITibPh+uxxqUyxXWgay7+euGQPOyylLMCa37KAdAokEgkpFBnos4z/WIKZxokZZog9bmYhrcyCZP+w/ZfaT5s9CAUAPyuEiNzpCVuJdBD2A4rCBuVTfkokjk7aw5usmvTJWekg7DbpDPDMdVtpyO0E6kxte8v4vzVslwZVldPoXy5qZBj2DIxDzXQAS7Em9wrBCwzAMqS9POjtIGD1iAS8LO9zOvi5Z7J05PeyTK5EItlZdJ1SyQBLEwEGGiJx/n60HaipXKiQJtkXCABimwelCSGev60vcAekg7CfcGiMIDs14PoAo8eayshDKsN+Bdm4vDvMx4DLt+y/u1rpGCyO5qczLBM6fWT1SH86a/9+c9AuH7OanN0u1qxOzNJoPXkYuNbPelbpIGwffq9ZR5zh9+L1cABSs5xIumaKOh0qn1eWRUoOLsUirwnxFCehWxLaCyTLt3kWgkSyCaQ1uR+prgAGxhmh7m5nyQNgT4CV7Cy9w/YALYAzFspWMNIrylgSNDRB3X1rmI1FIsXSoq42Zg5SaTNUIfjTodpOQWlKOpeXUaidQNM4/TiZAWJxCglc7WX2rqPp7rrQ6zozmW7XykIJVsYlkaK4gjXVFaB6WOsWKYgJwTkTk7Ms7wsHmd0Rgo66nCMj2UkMA7jUw3Xi2KGFCkX5AgMLuTwHMjq0pdcByd5HwYFf76WDsB9RFC44I5O8CJ7q4v/lRXDnEQKYMcsCw0E6bKvJj1aVmw7COP/2uJj10XWgs8XOQjSkVy4ZMwRLzcJB3gbHKZUHyEj2TqAorCEO+igQ0DfCBkPg7nESBsftY9jt4rHr87CmWlHovA6O25PKl2MryrFSGZ5P8SQzEw6N+zE6ZTvMukFZaIlkp5ia4xyUox1L5Ut1w1Y1AhgQkg7C/uSAL/XSQdivWNJlubyse95NFIURZev3O+F12/r4gNlLYvaT3BiwH3epZ+VMRHc7bwCNoIoyRmb93u2ZyClZGVWlcQzQKA34qDi1neTy9kTm3WiInonQOagM2/0XV3t5n9tUXxscByIxKm/5fbby07U+fkb3HdvcPiTTLN0YmaDBVV3OPi1LglbXeW48e4NZOIlkp5icZa9Z0L/8bAOvmw5tKMCfi/vLJPuHbe5B2G3kkblfsZpes3kpbbnbrOYYFIt0BnJ5GkiGQcMmHGTE0yoTUsD73S4+1vrfWl476LfrWyU7j6IwczA+Y39320Vp5N567ZOHeTztROZiNkIjP+Snk+rQeAw/c43358xhgB4XM12j03bTvkOjMWQ5txtlcpb9HwCzbyc77b4bXWdzfyJFByGTk9FZyc4gBM/NoQmej8cOLX9O6kWeC10tABQ5x0iyZ5EOwn7FmswoF5e9ixBUNcrmlr+vu53GTixp12YXi1Q1aq6VDef7CUv2dLvL/Oaj/NneSENYCGabtrtRWtf5OvEU15xTXfZgvsVGUDZnz/awnAOAa1ZTHSOoG2Vmns5BOMg+HY+Lry8Ez6NYkiUbfi8zCQ5NZlgl249h8LicngfqKoHDrctn9vIFYC7O4/ViD3Cik8eqZB+iHPhyUmmB7FcsnX3PJi62kq1HCNZFz0RYh5rL00jxuBlpDfqBihAQTQLnrvI5QT+dgvIQI7NSQ3//sVUOQlEHBseolR4OsVzJ77UvREUzOt9UyxkaTgcf3z/Kkp/tmpoaTdI5cLtYV106tdvvBR65j8dzOgucv273SZUFeX8+zz6Z0UnewkHg+KH1O8HWutfVttDRyOWBizftv08eXr0XSCLZKgoF4Eofy4XaGllWt5LhGE3YwaHBMZbAVZfz3I0nef6cPCyvAfsBBbIHQbJHyebslL1k9ynqwMAop2NaxmI4yPr0yjJeCDxuOgBDEzQk2xulwspepKhTlSqZNgcZWVFq8HzzmfLCVpRcVRg5BNbusOs6jQDLkNB1ig5MzfPcDgXY0zA6xWPkSBsf11QL3BoCnr5KlauqMPfp1hBw5Rblc7fDMI6YPTP3H1/oHFgoCrMKk7P8u65q6X6Egozuz0ZoKD1+kYb+eno2rJ6Lq73AmW57X1xOfi/pLJ0S6RxIdoJsjpm1bJ6Oc03Fyo8Vgk625TyXh3jOT87aQhcAkMpSAEGy95E9CJI9hxCsa5cNqXsDIViXHYlTpagixIhQqeEf8FKedGwaqK9iSYgsIdpbCEGDfHiCToLHTRWetcrHNtasHsGfnqdxHE8x4q1pgNcFeDwsMcvl6RgcaQWCARrl0/PA9BzQ2czHN1RT3nhgjMfcfcf4P01licMTl2hEtzfSUN4KRid53FaXL+8cWLhdq8uWelycD9LVyozHyCQb89MZSjevZT0rC9IxujXETJ3Ve6CqnCJ+tY/Ox2yEGRhZginZCtJZRvyhAIdb6NCPTXNNVwCc7lr5fBOCx/lMhL9bWWKXymO5rornQibHLEIyLR2E/YJ0ECR7jmiCxkRH027viQRgBCgSZ91pQ/XyjzncCrQ38QIhMwZ7k3yBhivA6HQowO/LyghZj0ln2YBrDfkS5u+V4ZW3XdSpee50MLPkr2KJUDZLlR2XkxHIsgBf4/w1vk5nMw2LniFmEVTzdYJ+4OkrNDyOH2IUPuinQzE5C1y4ydepr7aVfTZCoQgMmjKMRzs2to3l6Giio9w7AgxP8rbWuQhO0+iPL5oarih0jC7epKOgKPxsVvteJJLVMAygbxQYn+Y5JAT7YCyqy3nc+lbpI5ie562mggZlPMVzuirMc/zZG3Q4rLUhJAUnJHsD6SDsR6yyou1WTJGsjUKRPyemTX38ZRZ4RZHlYHsdt4sG9cSM/R0qysJyFbdrY4pR1rna2bJ6GQJgRtVNnXTDoAEyOM7/He1glsLlBI60Azf6qSDUUs/jq6mWDe5j03wf1/vZA3Cic2P9SsUijZeAd/WGvHyBfROpjD2wUVWYGVipCdPrYb11ocjsx9AEHWznHRzoyjDL9vpG+DmUfp5+L2WHownOFLkxwH0IB+/8uUskpZSqZdVV0fnM5pmdcmhATaWtJrga8zFbvetqH8/ja31cS6zgwpluntcHvOn1QKEA4oB/XdJi2Y8EfLwQRuJyMNZuYRg0ijI5u3EymWGD5qNnd3ffJBvHoW39Rbqos2wJWFtKurQsxumkceL30lh55hrQWs8BbVVhlhhd77czH7eGgYfPmEpYdYxUXu/ncfmcU+vPJHg9NMiHJ/n74jKjRJq9N5G4/T9FYdmFIcyJ4QEa/pXh5Ut+HBqdrrko66/Dd3AQVBU4egi43EMHQFVY2ld6vyX9XNTpKM3MMzsjexMka2E2yvMt4OOxZTUeu5zrj/C7XXSCL9/iedJYQ4d1dIoO9ekjUslovyJLjCR7EodmN0lKdo6JWaBncOX7jx/asV2RbAMBL6N687HNlaYUiyyfSaYZMRSChv2dtpnJ2g6KorCOHqCREvTTARgY483tBLo7gDNH+RrnrtJxffIyy3caaxg1H59m5HMlx0cI3p9I8qfHzW2HAjRg8mb24+Ygb5rK/hmHxvsdGrMc5SEaVJYTUigAk3M00K0hgKEAH5PPA7kCI6upDDMsAe/ajS9NBU4cZoPotX4OFSx9bmlk90gbP7fz19lILY2xg48QNMZzBcqOrtfpj8b5nDPdm1cUqijjjBTLiY4nmUmsKud+yqzB/uWAf3fSQdiPCEGDQOp77yzX+221mlKed4YGywFfLO4KrJr27CbK94SgAT81R6O+sYZlLmsxfmejPMYcGqPft4ZYhgMwEnmik+Uz8SSd1Ys3afCe6gKefy+N8d4RliQNjtNhNQyqMS03r2B8hvePTS/dl/LQwsyARV0V961QpMOz0swOp5NZjKZazieIxLi9yVka8C4ns3BeN3stKsPrO4ccGj+bZ64Bz15n2dHRQ/a52FjD92WVieQNOmzSQTjYzEVZfmZldtMZNgOvBSHYjDw2Ted1K+RGszmW6TXWcPvjM3SK/Xco25NIdhnpIOxHDIMX51yBv0vN5J3Bcg6smuaQXy7yB415U84zvAkFoJFJGgH1VWxOX8/xYTn9nS2s6V/OIQ0H7Qbk6XkaQ+eusj9hLrbwsVf7GKmci9Loaayx7xudWuoYPHSaxsulnoXOgZUx6G5nqc56UBR7nzc5RHkJTgedsFye731mng4MYPcGqSpLrqrLt29OhGT3KZq9LLNRfs/VFTweInE6ookUb6rKkrdSp7ZYBPrH+Piizqb/rRIBsYIN7U2AodOxn5jhOS7ZvyiKLDGS7EE0jVKBPUPm5Maq3d6jg4mu82JxY8CuX3ZowLEtVHOR7B3yBdbaW5r6G6FozjOoKFu/cwDYRks2x/6B1RSvnA4a/H4P14JrfXx9VeX/56J8zOEWli71DpsKSmYEvbTZ2u0yG4RNJRVrOnFny0KnYi9SKPD76mhamFWtDHN9dGos75IcPIQwJYILdHgTKTYTN9UC33qWj/F5OHOjlIExOgHdpsc6PEmjvbaSvT3rzWathrWWZLIsr/N5eH5L9j8HPDZ7wN/eAaauit5rLLnbe3IwEQL4zgXKRUYTbLbM5TnYSXIwmY/xO+5u37hxUCjSSF+upGctWE3Sg+PmdtbgqIRDPC6LOv+2Moxnj7MB0uUEjh3idm/0248rVfW57xij7NY+W+VQez1CNjnLNdCaRluaTa2p4PeQK9B5khw8+kYoE3rNnGR8tJ3HsTWxGKCjXV/Nc+HhM8C9R/n/RMrejqUa5nTQud/KrHAsYavYpTK8bSZDKdk7KMrGb/sAmUHYrygKox0Ts4wErqS/L9kYsxGqsGRzzB7EkizhkBrVBxfLoJiN8pzayJCtXJ5G9XK1+2vBofE4m5rjOb14eJg1jVVT+dhC0S6vsXA6uDaUXoR8HvYvXL7FXpoTnby/poJR9p5BNvM6HOak1woe86sNRtsLDE+Y8q4rqLmdOcqpyzKQcvCwJp573Mzqul12xs0w7D6U2sqF55FVela6lne1AoMOZiF0fesCQZksr9F1VTx3L/VwHyvL7/xciWSXkQ7CfqazhdGxW0Nc1KTk6dZxfcD+PZbkRagqvGu7I9kBaiupujM+TeOhtnJ9zy8UgH5Tm//E4Y3vR3U5b8sxObe6ipZDA+4/sfzMjYoyll8MjLGB0+dhhB2gUxSet8uJoqaDUzokbi/icbMJdaVp19bnsJEZEJK9jUNjWVn/KHDhBo3ww62M0E/Ps8yooXppmd74DH9OzgEFHTjUxExdVxsd5JFJlqpVb3JuxvQ8r82qwqzG+DSdk3uP2uedZP+iYO9nWDeJdBD2M6pKlZJz18whQzX2dFfJ5njuaeA7F23D4/gh2Qx+0LHOp8cv0sjI5jnl2OehgblaWnhk0p5FcKh57QaAbrC0qajzglNZxszVTGThQCarNyCdsZ/rdjEDkMvbk1oba1cfyFddQQdheh6oreC6YVGaMelqA8QASzj83r2rmNZYA1zpZTlg0Mf9Xpx1cTioXiQlJQ8eTbU8124M0vAvFOnsqiqDZiOT/M5PHbYlgw81s6Qok2WfTjoL3NvN46StgeVJN4f4+PUMt4yn6AQ01vB1ZyLMRHa3U7VLCBqUi49Pyb5FHPD1RDoI+x1VBbpagIs9wMgE0Na423t0MHA4aHBNzdna7ZKDT8asRR6Z5M2isYYZO91gM2M2ZxubxSKjkZVhDlSymn9zeRr/mRwj8bk8HQFd53ZcTm7H6glYjN/L7JVVPnS8k+e338vjMppYuI9tDXfuWfC66YSMTdmlFpoGPHhi4QRjp4N9C09fZQN0ZZmt/uJx0/iJJWnwhIPMTlgk0+yh8Lh4Hnnd68/GrJXKMGcgROM0EM9f5+t53Ny3lGkI7vVSKcnGUMwhefd6eMzNx5h9a6zh35E4DfPZmO0geN3A/cdZhnT5Fo/joQk6DqrKpv7z16lo1LDGBn3DAG6aE9Cn5rhfbY32gDWA98nj8GBxwGOG0kE4CIRDNGaHJ/nTJ3W+t4T2RkZa5fTVuwe/j4a2qtKoryijQzA2TeN7dIpGvaYCVlWLotAo6W7n8zJZziKwJFOtCazWTfPw+Rlzlkl9NY2WQpERTYcGlJfRERgcB4bGuZ2Qn8+rq+Itl6cBNDpFQ3ytZTQdzWzqHJ+2t+tcRi1JVVmbfb2fzcCG4GtVlNnvDaCTUhnmeysUOe9AUYC5EsenpmL7ovdlAd4aqoGRKRpiuRz3129Of64ql9mDg4zPS4cWYPbv8i0ei2VBZpbqF/XoWSpd8RQd2dKSvqDfPI/XoTQ0Ps3jrtNUDKurWhhUyuZ4zkg1rYODLDGS7Bs6mmgsXLoF3HNE1txuBW4Xo6PZ7G7viWSncGhAa8PC/wV8jJj3DvPv1nqW/SiwS48SaVNJJUXDRFP5uKrytc/K8LgXSo8CjEAOT9gSu6W4XbazsB58HqoWzUXZw1Qssla6ropGtVOjM6QodGCeew+fl8tziFQ0Ycq4tjDTMDwJjJqlHJqpwlQZ5pr0+EUaWzthnDudW6ddL9l/6DonZk/N8Vy558jS86kUh4OOwVx04fA8IXhuL9fWkkxT/SidpQNRKNA5mYkAFSE6qasd69JJlewjpINwUHC7OE314k2WG509JtOZmyWb4wVBNpTd3Via5ZY83dCEXbuvaTw+kmkay5Vhe0iTZwsyT6rK5viZyMqNuBvBKs0AgMfOs0TCat60eN6ZhU6J2wUcWWbSWcDL95xI2+VSU3OmKpJmT6eWSLaTvhEed811vK2lf8DrYbmfELxF4oz06wbgW7Tul/YZKQqPeYdGB0MI4FDLUgdACDrUw+Z6sVd7eSQbYP/IlW4U6SAcJAI+ljlc6eVUyMoyXpw3Itd4NzMXY8o4mmAKcTmjSHJ3IARr8J0O4IET/N9MhIa7YdAozuZokLTULZzOuhWkMnQ+PO7tc/g7m+kcJNML/z8XXVvvQCTOz6GUR+4zJ42qUjhBsv3oOvuANHX5bNtKpLM8t63pxlZZUVXYLktKZVjqNxthxqGuiud8OsvsWyhglyVOz7McT9eZjcsXeNNUKixJZ/lgIUuMJPuK8hDTquPTvLmd7FFob5S19HcimabxZ5V01JvlGxudqivZ3xSKjBgm09RZt4z/0nrm7S4pvjlANSWrvno7qK/mTdf5Wg6Nt7U6JK0NjLhmssxK1JkzGKbnaRzJBn/JdqNpzKAPjJmlgIKKXnci6GMzcv8oy4yOHeI11HIwpuaAG6bktUOjitjlW0u301rPvqOxKWYU3S7AofLaURnmTTrKB4+D7R9IB+HAoarAmW7WC6cyTItOzfFifaRt+9RE9jujU0xRA4wedXfIBf1uJV/g8TAxw5KZplq7HGenCfoZnb81RGNmO518TVtYi71WXE5mLksRgkZXwMfPTyLZbsJB9h08e4MZsYaaO5eANNXSeHc67CnmAHuJpmYXlt0V9ZUVx568zIBCQw3nKkhJbMkBQDoIBxFFYUmCx83FLxKnEsqNAV6419vUeJAxDCrU9I8ycnSkTWZa7mZSGfbxFIp0ClrrdzcC3t5EJ+HmIPDUFR6j4SCPW7+X6j3rKWvK5SnraNVY+zzLKxhtlslZvlZnizSWJDuHorBR+OYgA2N3utZZvQSlCAFcuskSIUsBy7p2Ws+xfi8L8P7JWTbIy2vr3YMCCFliJNn3lIe4kD17g5HR2soD31yzJtIZ4Gofa0kryugcLJ66Kbl7sHTRAeDs8Y1F07cah0ajw++lETIXY2+AhaJQPaWuavUshxBsrB6eWNrs3NoANNVsbf/E+Az3ubLszo+VSLaS2kqeK70jdKbXq+inKDyfxqZ5/lWEWG46MWMOYDOAk4d5HoWDzLzJLNndyTY7CIqivAvAj4OaWpcB/KgQYsdkFaWDcLegqlzkbg0zgmhFISfn6EB4XHeX05DKABdu8D2f6GSmRXJ3E0sy6n3s0N5wDkoJ+nnrNBsfVZVTnudirKG+2sca7JVUUoYnmEWsqQCa6lgfnc5xuOLQOEsR/R7OgWit5/ZVdfVmT8NYPjtgqX+1Ndxda4pkb6AoDPacv06H/57u9U1EBtizly+weTkcBKbmKW3c2cLAkmw2lgDbur4pitII4OcAHBNCZBRF+QSA7wPwD9v2oouQDsLdRG2lPXiprIt9CbeGeJ9DA1rqGQk56Bd1IWhQKQpw5qiUMZWQ8ZKI4V5FUewSuHDIFiB46grP5fpqGjQB38LzeDbK/x3tsP/n9QDlQVvaMZVl5HVy1n5MwMfsWmUZHZRsDugb5eRiaxq038vG5PIQo6lXevncWlluIdklvB5OHr94k8dzc936nq9p9vyTuRgb+OuqpGyvZKdxAPAqilIA4AMwvtMvLrlb0DRbbWEuyhpLgI5DMm03FR50reZUhoorR9qkcyCxmY8zwr7f5oeopoRi75Ct0+5y0rBvqOY57XLSqBdioeOgqrbKCkBnIZ2lOke+yL+HzdIkh4OyjqpKh8DpBOajfEwkvnCfGmu2Zg7EXchINAOXpqA2eHeop6UKOsaSGXSVb43hnS/q6JlJ4oSe4T82Oj/EGnA4PY9MVRDeMukYSEpQAGxje5UQYkxRlP8LYBhABsCXhBBf2r5XXIp0EO42GmpYH9w/aksnlodYDvDkZWr/7wcHQdeBgXEgnqSyhMtBwy6X5/01FXZdaDxFI8kqlygU+VP2G0hK8Xns42e/UVkGVJ5iWUQkzgDAjKnJ7nEz8l9fdefsYHlo4fnf1sDzZT7Gm9fD7VhZjMZqridBPx1vSxe+Ygd6D4pFloDk8vbr7cTrbiN/++Qg/uxb/XBqKn7xkUN4873Nu71L28oTE/P4/XN9mEhl8dpDdfiV+w9vanvnx6J47+evIRFL4/H7wxBuF5SNKpBVhhE73oLL0/24pgyiZTSFF9SfhMchrxsSYAsGpVUpinKu5O8PCiE+eHvrilIO4DUA2gFEAXxSUZS3CCH+eTMvuh6kg3C3oSjAoWbWZs5EaDSPTAIVRxhFHJumAbDexq6tJF+ggRNL8veQn8Z8vsjIpccNRJPUnAaoNJEvAPk8DRddpx72TMQeVOPQgNNH6CiE/Pwc5uP73qCQbBFCUNY2ndntPdkcLiczgrWVNKDHZ1gi0VTLbMJGcDrsbS65zwn4vFxDTnTa2ZdCkefYdg1pLNWnB7huAcB9x/b13IWv9s4intMB6PjmwPyBdxAuzMYxkmTP5VdHZjftIFyciOPmTAoA8M1IAY+Ug9eJw60b2t6Ms4BrShQAMJyaQbqYlQ6CxGZzTcqzQoizq9z/XQAGhBAzAKAoymcAPBfAjjkIUn/ubqSijM7A8ASj75a0Y3MdAEGJuN1iLsp66p4hRizzBaqv3Bpm78S5axyEMzrJx9dUMBNyTzdw33GqS9zTDXS1slTC5+HFQdOASz0sLdI0vv/pOTZaSu5uijqP+ViSGbaDgsPBvqIz3Sz52a7eovkoM48DY/y7WAS+cwG42rs9rwfYM0oqyoAHTgLHD9EZsUqs9iED8ykIsBxGMQykMwWMRuiwfnN0Ht8Ziyx5Tr6o41/OjWB4nkbxt0ci+Nrg3M7t9B0QQuBr4zO4GU0AAEaSCXx7cgKGWfbTFPDCoykQQsCnazg3Gl2yjVS+gH++MIqp5FLxloHJOD7x9T7kC5xP0FTmRdBNp/R35g1knA721qyRyVQWn7o1gYy5Pb/DA49KhyDk9MGlyZiqZMcYBvAcRVF8iqIoAF4M4PpO7oA82u9WjnZQtq1/lNHTVAa41kelhgkz6riTEoXpLCM94zOMAB5ps2tA8wX2SwgB9AyyrEBVWAu9UsOYNR3WIhwEnr3O/ouTh1kaMWtOTW5r3Il3KNmLJFJsqs0XKPfZst2jkQ8gLQ1UQxubZsP01Dz/b5XybQdBP3/6POwj8rrtBurZKIcd7iO+cHMav/ifV5DMG2gMuSGyOr7ZM4NXDH8LD99bh6+NR6AA+OETjfilB1gamisaeNVfP46emSQCbg3PP1WHLw3PQwB4y4l6/NYjXbv6ngDgN569ge9Mz8MB4CWN5bgRm0FBCHxnZhrvOXkar2yvxbGKIH7pP6/i6d4Y3th3Du9+5BB+9rkcvDeVzOF7P34eQ9EM/ujb/fjrV5/Eg80sGfriuRG854NPIZUt4p++2ot//83vxncfrsYX3voQfvvJHlyLxKHmCzgHDauFaS2emozil751DfG8jo/eGMOHvusU6n0VeEPHczGUmEFnqAHO/dafJNk+FGyrzKkQ4klFUT4F4DyAIoBnAXxw9WdtLdJBuFvRVJYduJzA9X4a0NEEDfWAj9G/zhagOrw9g5QshAAGx4DhSToD9dWcRFm6EJf2Cpw+srHXsUbez0b5dzhkl1RJB+HuolgExmaYTZqJsH/lTLdUJ9koXjfLkApF4NItfq4Wi5uitwq3yx5Q1dbA9aKhho5KzyAQOr6veoxGo2kk88xmTiVz0NN0rmLZIobjzCIIAIMxuwRONwz0zCQBAMmcjqF4BlY7bn9kb5TKjabSAGjdTGUzKJiZg8l06vZjOsp8yJrvXRfAQCR9+75YtoihKN/LfKaIqWTu9n1jMymksvycbo3FYBi8rDWHvehwK/jpChfcioLHC2JNDsJ0Ood4npmDoUQGiUIRlV4XfA4PjpYf7FIvycYQ26z4KIR4H4D3beuLrIIsMbqb6RuhcwDQGQgF2PTb3sgI3a0hlvTo21iGMzpF56CuEnjOKZYGbVeUJpXh9FgAj43P42uJLMtLMmtPQUv2OfkC9dEHx6jqUx6i1K10DjbHvUf5M560MwepDMsDt4umWrs8rGCqKx3t4P+euMSSwkTqjpvZC5xpDONItR+aAhyq8uNIfQgKgFMNZXikuQJlbgdCLg2xbBH/MziHdF7H3z81jO66IFQAzWEP1GQRZS4NZW4NL25jv0iuoONvv9aLP/3vG0hkC3hqKoI/fPYW+mIpjCey+L0nevH5vinkizo+fH4U7/9WH6KZAp7on8Ov/ttlXBmLbup9Pa+mEm5VQaXbCadqoNzlgkNRcF/lwn6Yl3TVIOBSURdw4/nmvicLBXxpbAon6nlutpd78fXReYwlMhhJpjDoTKOlnp9ZZ2s5/v7b/cjkivjqs6P4UT2HVqeKz2R01Ncv0zuziKFoBl+5NYtGnxsKgO9qrkSVVOGS3Al1E7d9gCJWkQA7e/asOHfu3Ir3S/Y5pY1+RzuYObjUw79PHqb6T88gHYbtKr14+gqjj6ePbP/8hf5RYGQS366vxbsuDqFaBT5b6UaxsQbuzhZmUHSdBsZGJnBK9j7X+5k1ONXF71iydQyMsWSvIkQN+p4hrjGrDXDbLOY5jXCQvUhOB5BIs79oep6Ow6FmCi+oKh3EyVme6wCzD3vEOcwXdbz50xfx1CT37cVNZfjQ605DUxX0zCXxv/7tPMyAOY77PLgwRmnZIz4nem7NQwXg8Wj4xLtfgBP1/Lzf87Hz+NTTIwCAe09WYTLMLge3qkDPaJjNULXraMCPp0e5ve6AG72DERgCcGoKPvezD6O7fuPf39PTM/in3stQVUAYwJs6uvHcuoYljxuKpBF0O1Dho2H+zm9fxrnZGACgWnhwdSYFRVFQ49fQUm8gZwgYuoHMVYHrM8wynKkO4HV+HW85HMBbn5jDb//0o2gqW33oYdEwcPZvvoN588N9x3Oa8Z6HDm34/Uo2h6Ioz9yheXdP4G7qEnU/+5cbfv7wr373nn+fssTobsZSJRkYo+HkdDBNPzbFKcNnj7MMZ2CMF9Su1q03mg2D29yJ4WwtdcDUHI7O8mI6YwBPFwycjSQYabScIws5YfngoOs0JKfnOQtEOgdbT1Mt1w6Hw5zN0MLz6no/cP+J9U+zXQsdTSwl6hsBnrkGPHACCPp4a6kHbvRT1KB/lOpl8dRCYYJsjvu2B4ZDuhwaHCXZU5fHAc2sca7yuW87BwCQLZa8B2EHJLNZHVUe+3O2mm0BIGsYEOD2coZAoWhvsHR7maJ+e0ROQRcLX2sDVHqdtwduKyoQdi8fmW8tX6g+ldHtfXc5FSjmd5Qp6siZu6RqKlCyuTaXwFsOB/CRniS+OZRGpXdtZWbJvP1aZU6ZOZDsfxRFeQjAWwA8H0A9OEvhCoD/AvDPQojYnbYhHYS7ndpKyoQOjLF+d2jc7keYiVAdZGCMxlUkvrDxdytwONj3sAMITcOlUBlOz87i7WVe/F08Byc0jKXycE9HcXvWpqKwdjq7TzXxJUu5PkCFrKpy2Yi8XVgBhpFJKqJZk5ufucZSo85tquNuqmWmYHiCZZHxlJ0RPXHYnuEQS3Ktc7v4WADI5LiulQVtZaRd5G33NSGWyyMTy2Pg5hw+4OnB87qq8TdPDqPT6cIcCjjR6oPq1OHy+eBQgNZGFZ3tdXjqQhQ17eX4jSf68VNnmvHUVBTDfoHOw+VwpnT8xP3t6DEy+PLALDw5B3KGAadSQEXaQGpoHofLPciHnQgFHDhTXo2hgRh+4GwLDtf4l+zn9WgUnxsaQoPfhwcr6/DJW5MYTmTx1uPNuDEcx6cvjuG1pxrwlrPNaPQG8OL6Vjw1M457q2rRFgzBMAQ+8fQw/vXpYbziVCNOt5Xjr54cQpXPiR8824yvT84hltVR7XLBpaooFA2crPVjOpnHj51oQiBg4D+HRlFIexALF9EigKBPxc+1uhHRgb+fyOPocxvxK9+4hXecbcUh0/kQQuCLVyfxoW8N4KFDlfiJhzsQ9Djw3oc78KHzo3igqQwv7bxzSZJEAijb2qS8GRRF+QI4dfk/APwugGkAHgBdAF4I4D8URfljIcRnV9uOdBAkjPYdamYp0Y1Bqvt43fZMhKowL/qTc0DAz+jcVuFy0hnZrmbGEhL5In7g6RH8Ra0Lb/FpyHhcaFEFziXz+OTNefz9K84ChQIbmQfH5YyEg0IiReegrZHZA8n20VzHEp6bg+xLCPjYXzQ2xXVjuVkKW4GVnZg0JT6HxlnmpCgLJ0VPzLD0CeD5HYlzJgzAyc9BP/fZ5+F8B7eLzkc+z14sYaqp6QYHtOUL/Lulfkuaol/UXonDIQ8e+YOvAQD+aDKB/+iZQc8cG3cfOh7CrEgDeQCVAkGXwLwOIAw0n6zCxck0biRzGIqnMWwFXrzA577/AXSU09AfGcvhs32cG9HhUHHt+qz52SRQ92gDhsxG4Le9tBM/d1/7svv5dzdvYjaXxbVYFF8biuOZSe7fzYk4Bm6xROrCaAwdlX480lmFV7Uewsub26GZqYQLwxH8yqcvm7/H0NwWxlCM+zuQz2CoyN99moJU0S6D/o2HDuMVbRyAGYkp+IMbgwAAt0vBD9c50K4p+JV4HqFjFVBTWfSPzeIPijo++D0nAADZgoGf+dh5GAI4NxRBpc+FH3leO378vmb88D2NcO4BJ1Gyj9ijDgKAHxRCzC76XxJURDoP4I8URam600akgyCxUVXWD8/M80LfM2TLgLY10kk4f439CZswnhP5IvxODWpRh4jGUaiqgGuHUvwKgJ+fyuMf6934iaAKQMG/x3Uo5QoNyQs3+Tk89/SeKDuQbAGWobSTsr13K04HBQ+u9zPA0FTLOSSJNJ3u7XIQ6ipZZmRhLOqtK1VLKw/RMfC4OFgtmWapUTLD7MPM0nkDK6Kq3HYkzj6qLXASHNrK645asiYp5s16pypK7lu0Cb2k17D0oxFi4QNL7R1tFWNZgb2R1foYF2xPVZf9v7nBZfdv8cOKJXeW/v6oX8VbfQ58LlvE1/IGXu4C3lvlgUMBPpSzS6lyeR0qgNtFUyUvIJ0DybqwTsA9yDLOwYYeIx0EyUKsRXJkkr8PTzL93lrP2QEXbvLif7RjQ07CJ3sm8MHLw6j1ufFTdUE8bAj8zLOTeDDrwE+c2V4puZDbiQ9+9wn89cVh/P5cFkfyGSghD8obKvGOs63ArDk4zTCYRagu39b9kewAiRTrz90uztWQbD/V5cBUGT/3gI8li9ZgxtkIf99q59vh4OwUa8hjMs2yIsOckD0b4YyVuir2RlwfYLahoWap01LUOVE7nWWWwOXkTdO43wr4u9v8XywBXO5lQOVE56bfSn3Yhw//2P34h28N4gXdNXikuxp//fgQNE3BTz2nFc/GI7gwH8FrWpvgUoEvjIzgeHk5jp2uwN9eHEO+aOCn723BExMR/FvvFFJGAe/59nV876EGPD4Ux1eH53CsNgAhgKlCDl2nahDI6Hjbd3ehtiGAv7syiqMVAfzQ8aYV9/Fnjx3HpwcG0Dedw7euJdHZGAA0geHJDNrrgwiqKn7kwRY8r2N5h/BkUxh/8ZZ78ZHH+9HUaCBQkcONYT/y0DCPLLrKfSgWBaKZAoIeFR6nCocD+JsbA5jJZpHIGvh0zzhO1PjwsBP46aBAvyHwCcWBF/kc+FWvQFooCCnAXDSNn/jPK3jU5cJHP3EZ9ZqCsiMVePX9zfi+sy2b/r4kkr2GoijNAN4PoBHAFwC8XwhRMO/7dyHEa9e0HaliJFmAEByS1jfCqJqF1bCbzXGwVCqzIXWj1332HPpMLe/3VnrxZj9w5GoK5V4XnvjRh7bwjazMR8+N4Nf+69rtv8+/5wWo8LlpEFy8ybKB5jo2QEr2L5kch+OpCtDdIRuTd5JiEfj2BWYUHjxFp/uZazS4K8qAYx3bI2dsGMC3nuU6tpjGWs5YURTux7mrdCCqwix/qirfuAjDwCiDKY01vHk9m3obW8V7v3UdXx5hoLDW6caVcXs+QkVAQ6rAWPq7zrbiZ+5rXde2HxuYw1s+dfH237UBF6ZS7Nv6sXub8L4X3XlQ22OTffj2FKW2swUnvjpuxyyrFDeGEsz+Ha/2YTDDfXcAiCUFKlXgV8MuvNCr4XLRwG9mCnBqbvyGZiCoAv8ZL+KtFU48fC2DsYLAif4Ybl2bAQA8/2wj/v7/vGxd71eyM+wXFSNX8xFR966/3vDzR979om17n4qifBnApwE8AeCtAO4D8CohxJyiKM8KIc6sZTv7Mqf25FgUqRLVAckWoii8YJ49BtRU2P+/3k/D2ePmUKnqCjYvj02vedNzqTxg1pMKIeBVBNKGQF4AYc/2DTVK5Yt4ciTCqGAsgdZ8Aq+vc+GV1S48p9qNsQQvPFmXE71hM2sgo837n/4RGoCnjkjnYKdxOCgfKgQdNKeDCkOHmhnZt5qEtxpVBR46zSzBqS72QZw+wjXLcg4AZpTOHudaF0tyAvPTV5l52AhNdcycjM9wdszk7PJOyhoRQuDxa1PI5lke0z8ew5Apf5op6HhyInr7sU8OR5DKL51anS3qiCULt0uAFENAFXQIgi4NITeNccMwMB3LLVsqNJ3O4fpcYtl9DLg0uM1yKLcKuEuSQjlVv13WdHksiun4UiEKIQRGU8XbH1OuoN3ehioEFLP8SQiBXJb7CQA+RcUPBR34TK0Hz/Wo+CRUvCNdwJQhcNwAjrhV/NFcAS8NOnA+bWCsIKACCPltdaJQUCoVSbYARdn4bXupFkL8tRDighDiHQD+EsA3FUU5BGDNC9O+KjHSDYGf+vxVfLFvDq0hD/7wu7rwULMsA9kWNA3obme63UrVW/KAmgYcbeffvcPmVNPwqpv7wq1p/O//uYW5dB5Ha/3IK0AhpyPj1vBDJ+rxrgeXb4bbLE8Nz+PyM7fwqqACOOkPPwzg4W7bYBy81INPuP343EQKg7EsDtWV4QPhMuwNdXTJhigWWSbWWMOGU8nO4/OwxGt8mqU8qjm9PZ4CRqcZ0d+OaceWmtKdcLtYKgnY2cOrvcCxzvULMTgdnMOQyzOYcnOQfReH11/Ckszk8fY//w4euzKFzoYgnnOkBp/5Zj8URcHrX9WFb+fzGIxn8PzGMPSkjq/1zaGt3If/+4qjuN+8Hl6aiOHdn72Cnrk0umr9UN0OXJ5IocbvwmtaQnhPDSVUPx8t4P034vjwk8O4PhHHB157EtV+ZlH+o3cS73+qH8lCEW851ohfvH/hbIAzjWF89gfP4g+/1ovzwxGMz6ZxqjmIsmYXnszM4+cevwT/hMC/nxtDyOfE//fKY3jtGWZl57I5/P6lm7gSjaPJF4arADw5kYVHU9EacmM8WUBvJoNDIS+qcgYuj6TwtgYPDvlUNMNAh1PFVUOB2tmC19ZXINc3ho9dnMKFZAYIePFwwI1WF/A303k81FSGdz3YhrP1IXz8v27A0AW+/1Xd6/5eJJIFKNjLTcpORVE8QogsAAgh/llRlEkAXwSwVJZsBfZVBkEXAuXRGN5V58RQPIurM/tjSua+RVFYZlNVDpw6vDD9rih0EgI+DlMrrp7ROT8Rx3QqD10AU4kCBqJZtLgUjOUNvLCtansyCLqOmpExvLVCQ41z6aH+pRzw6XgRGQG8UWTwT3UqvtHlxcOFNGKl5VWS/cdslD8DW6i4JVkfHU0UPegd4UBGK1TcXMfgwvwdZbh3Dp+Hks7ZPGfAbBS3ixkLgI7RBjISsVQej12ZAgD0jifw5PUppHM6UtkinhyJYjDOjOc3RyP4Wh9VmwYjaVydsiP9PTOp28pHPVMpDMyl8WhIwxFVxxuCCjzJFJzxJF6j5tDG0mQ8MRzFdNKWdj4/FUckV0TBAL49tnzjdnd1EK0hL6KZInQBJApFTOSYLbgRS+I7vbMoGAJzyTzOD9nbmMnmcCXKwWyj6RyG40DBABIFHQUdmM0U4FWAV6lF/G2diieO+/DDYQXHVCCmC/zCTA5/r3pxtKkaTk3Di+trcGMmjatZA5MFA68LAPNFgc/MF+BzanhOUxgOTcVbXn0MP/S643A6tqG8TSLZO3wIwIOl/xBCfAXA94KzENbEvnIQNEXBexvceFedC6+ocKIqMo/02DTSuSI+/OQQrk7Gd3sXDx5+Ly+c4WUmaWoajYBCkQOoVqGr0o+AaaSXezTU+1y4njVwxK3ixq0p5O/gYCyLEBDJNJ56ug8XLg4B03MY6JvEhx/rRzpfBG4Moq1oG/r/Ghf4LU3DtCGQFwIvcQOvDzmgAkgJYLQg8MW4jh+vcqLsei9EOoPBuST+9tv9iGbyyGQL+Mh/XMXV3rn176tk54gnGcEN+heWyUl2FqeDUqOtDVwfrDVir6rFeM2BjaE1B9iWRwjcngy22BC1ZFJXIeB14XhrGABQHnDB5VChqfzYHEJB2CwNagm60VrBUshKnxPtFfZ+N4e9eGG1Bz/d6MaHT5bhK8cD+KfDPny0y4ejehZwOpA9exIRQ8EvtHIbR6r9qPTZgZrDYT88ZgmRpwCc71sqejIxm8LUWBxeB99v2OtAtYflO9UeJ2oqGFTyOFVEhI6pFJ2H2mwev+Hx4OcdDrzW7cJRvwIXgPs8Kr7LLfBH1S58vcmDHytzIKYLfCNexFuGi/h9xYcfmcrj6xkDOV3HUIJOkN/lwMnqAHIC+H/zvJb85VQeeQEcr5a5YMk2oWzito0IIf5ECPGNZf7/rBDiu9e6nX3XpGxkc/j80/34rYvTeOqkvSB+fCKLf5vJ4/te0I3XnVw6xl2yTQjB5sNCkbW/qzAQSePt/3EJl8cT0AC8qCmIDzSp+LeRDD4dU/Hpn3v+2l4znTUVUaKckFuCIQS+++szgNeLL/7kWTgmZpBwufBYXsPLuusgADw2MYtT5SFUaCrGescQTiTgNzMGj6kKBh1JvD7vhQsqLsYK+LeJLL6aAMp65tE3EoPToeL33vk8vPbFh9f/eUm2n/Fp4NYwm2M9stZ41xECePwiDe8Th5k9eOw8y4A2UIKzLRSKnKSeTLM3YbM9SNEExRwcGgUenA72JUzMMhN7z5FVn64bBn7voxfw0S/3oFAwUF3ug94YwIxhwO1QceRQGa7NZyCEwHOqy/AnL+tGTWBhKZ3xrWeh6jqEqcIUyxWh1FagTAigphyv+NtzeE0Y+JF2P34z6cb7Xn4crkUOTc98Eu/4yNO4dWMeDhV43/fdgx94lKVG1/rn8EO/8RVE4zmEKr3oelUzEr4ihAEcKfMimk9AUQEj4sBACkhrQJNbw4dbKxGOxSGcDuSLRbgFUIBAr2rgqMHXjwuBx8ZS+NtPXMIzgzF89489D3/8tucj7HXiK0MzeP+FPsSKRfg0Fb/3nKN4Tl05dEPgv3qn8dymclQpBs7NZ6EqCu5tkPLG+4n90qTsbjki6n/pgxt+/tA7XrDt71NRlHYA7wDQhpKWAiHEq9fy/H3VgwAAqseNTEUYk4Up/FBvBq8ud+ANlU58X70H31fvwYdjG2wyk2wMIahotIZa4vZyH3I5HQqoQz0VK+CbLuDRGjf+amiN2R8hgCu3WOtbU4kPPDuJ/x6Mw6kC7+4K4eFyB4IOFdfmUxBBPxAOIgjg5SWbeEGDPQ268VgbfzEM4PoAHp6NoLvgwS2tiHxOw/1lTtxX5sTP5XR8LJ/G303EkS0amJzNQLJHsaK3Q+NAV6ucZ7HbKAoHi5nRY6gqpUXHp4HaCjYz7ybxJCcwJzPMeGyFQEE4yFKjyz0MoFi4nJRF1fVVVZw0VUVLtR8FU2VoJp6BXs9yuVzRuF3RqSgK3B5tiXOAog4VAqirgnKkjbu06DVG59P4TlHD2zoD+B6/ssQ5AICuigBiE7ymFg1gfN5e9+bjOUTjDKzE5zJwBgHogKICPicQM/umnWEF6azAUYeCPw05EIrFgdZ6KC31OD/dh3t6ItCg4Kih4WtGEZ/Ui5iEQOSzN9E7EAUABCajCHt5jTlc4UesyI2ndQPzubz5mSl4dVft7f072yh7jyTbyz64tPw7gL8D8DmUjP9YK3s017s699SF8FBTGb6V0PG4P4xfS3rwiUmqMLylGMXUtYFNKUhI1sGcWUfsXZs84OtONiDk1lDvckBkCvifuQIafQ783ukQ/vobt5BdpE71zK0Z/MJfP44vPzOK2UQW7//3S0Amh1xDLT6edeKrGQUjhooKjxMPlzvwjbk8rscLeOODLdDWc/aqKtDdhqnqIKqFhtO6C0Za4FOTecQKBmrcGt75vFr8/qtb8KLn1EMgg5s94xgbmsbH/+sCvvpEL5KZPP7qyz34rU9fwnRsqWqHZIeorWQz7OQsB1hJdh+nY2Hjb2cz6/Uv3KRE6G6t15ks9yGZYUbjDmIL6yLo4yC2w61AWwNw/wn0V3EuwHduTa46YAwAzh6pxj2HK+F0KHjTo+144+kGOFSgvSYAoQtUuDTU+Jz4nkMciJrIF/BXFwfxmad7ULxwk07ZKiV2b3igBU9GCngiWsTzHDlges4Woijh9Q+1wu/W0NAUwoV0Fk8MzWMqk8GTIoaHXtUMaEDXIy3IJhzQDKDF58X9VVVo9PqgGCoKOTceDHrwJ2EXhKpi/vhhoK0RT0/E8alnk+hTDLhMxaJkVsWIruNkRRivedkxVIR9aGkK4yUvsDMu1V4XXt5aAw3AfdVlOFouS4gkkhXICiH+TAjxNSHEN6zbWp+870qMLIQQGIxm0F7Oi87HrozizXOTt++P1VWhzIycSLYRXQeeuAw4NeDMURoCd+Cr1ybxk3/1+O2Jmb/8YDV+ssWDt52Pou5QHX7r1ScAALfGYnjFr/03dPOadfhwBcqKefzri2rxByN5/OUII1sBVcFvNjjxhhYfjv/XBH7hFUfx1kc3OLAoEmepwQr8xUwRP1u9/HtMFAW+OJrGX91MoLw6iE+969GN7YNk86SzwNNXmEGor77z4yXby8WbLOM5e9z+XzZHqeTp+d2bOzI6xZkvp48AZYFtDQn2R9L4g8+dx9+0evDKWxm8/QXdeFnn6semYQiMTCfRWkfVtT9/fADvf3wQAOBSFfzPjzyAljCvgR947ApemE3juEtFTABlxzru2IMzPJtEQ8gNx+VbLK/yexd+Ryb/dmkc7/zCdQCMKr7ooQBm84zcu5MenJ9kZqEj7MHnvvc+uDUNeV3H93/hWfTFMviHahe63Bp89x8HfF5cm0nglz57AR9p86DSoSCpCwQ0BYYQ+K2kC+97xSkoioKpmQT8XhcCgaUBqOFEGs0BL5R9EMaVrJ19U2LUekQ0/vLGS4wGfnZHSozeDOAwgC8BuN2QKYQ4v5bn77sSIwtFUW47BwAQ9rswNGmg1WyEVZbRhZZsA5rGJuZLPTTIWuqBhmq7zGMZyjyO284BAHxsPIdXVjvxnq4APl8sMpqoKCgUjdvOQZVXw4uqnXhLaxDxvIGn4namoWAYqHSrKJobDfs2UXceDqJ45ihe/sffwExWh1NVcPZ0Lc7HM4jqwBG3A2e1PB6scOFSrIA/HMhgMl1El1/D7x4L4g1tfryhzY8PDWVvvw/JLqCpqx6Dkh2mPERnIJdn5gBgLX53O8+R0SmguRZwbt88lCWkMvYcF6dj28/VgiGsMTBwKFy37oSqKredAwAoK2kizhsCIUv9LZHCW40soirw25E8JoMB/MUaGvRbqszo+z1H2CeSytCRWxToKSuZIWCY7+X2Pjrs80wXgNssnXJpGoQAqlXgHreGbzg8eNTH8q28LvAz1U6oAF7Tl4FHqPjYIReeSejIqNpto7+2euX5JS3rlaKVSLYUZT84pycB/CCAF8EuMRLm33dk3zoIi3lufRjPTgbgyaTQEw7jOUe3R1dfsgzhIHBPN0sF+kaAaJxpdffyhvrxpnL8wiuP4uPfHkRZyI24MPD+wSzef8SHn1eLSH/9GYwEw7jSM4WPvroZDR4VLUEeqgOpIn7/ahIT8SKO1/gxXzDwG40OvLDSiafmC3jTc9vwgqNr0EBfjkIRsUu9mJlJ4L0ny3FuPocnJnK4/NUBND3UiK92uuAv0T0+VeZE3llAY0jFS+s8+MpcAd9bx0jXj7d68D9feBbNzZVwTc0iXjRQE/bhqwUX/uHqNL73dANavS78zX/34FB9AO94xTE0V21SPUVi43ZRo3qjg68kW0tVmA5C3wizOg7z0qMoLAebmmMD7zons2+Y+Rhw+RaPkaBvxbVqK+kIe/Hi441Aag7fVenBB74zAGEIvLq77o7PFULgE08O4x+/0Y/jlR7MFg2EBfDOj57Hr7ygFUcmJ6E5HfizooJpvxs/dWKdzd+axjX8/HUUbw7iL5IOfK5nGt9/ogFNmSL+8hOXcaI5gBm3A5VlbsRjApXlbng1DSPZIo7X+BDP6FAM4N1fuY6fO9uG1rAXbz/dho9cHkJMCBwuZvDfgwN4YXMLuqv8CFb4gHwOb6ry4D4XHY5P5t34kYc33rg+n83j45eH8Lx4DE0+F2LQcHUujavBcrztgRZUeKVogWRrULAv4n+vA9AhhMjf8ZHLcGAchLDHhRc+dAyGEKjdB9/agSPkZ5p+bIq653OXmK4O+Fg6UNLE7HVpePvLupGCwF99ox8AkEyqePT6PJ5b58EPHwnhpBrF4QYXbsUKGCkIfPRaHN+ZzaE/pSOdLgKKgom5DNrqAnhZJaNSV3QHfv0NJzf+HuaiKEsmUeZV0Ol14kVVTlxwC7z+P8bhGJyH/9eWZgM/cbw0iuWAIQQKBuDWFHzk8ix+WSnisE8FnAqQyyAwHUXPTAq/+5VbqE0UMBPL4tmBeYT9bvzqG05tfN8lS3G7gFxht/dCAgA+L9BaDwxNcFDamW7bKA/4gMow76sMb+8U80yWWYO5KBWGHjixY1kLp6bizfe1IfXNeTQZBdyYzeC9X7yxJgchksrjvf9ygX+Mx9HVGkLPVAp1VS40DY0AXhdc9xzB75mzajYU2Qz4gNZ6OAbH8d/X0+jJGPjNb/Si9qlxRKNZoGcGR17ThWvJDJAEWjNOZJyW3VEA8iqm0gX0RTMIuR143/MP40UtVWgKafiHy1fw84YXN4cn0BMK4mRFFQ51NSF1fQBvLhMYzwn88kAW//dH16hktwJfHJpFbnwWp8NOXE1kcNytoSOo4PeujKEh7MUPnW7c1PYlklL2gal5EdQnmN7Ik3fEQZhK5lC7TA3hdqDug2/sQNNYy5kJc1HW80/N8WdbIxVLSso+tJLfVQFMZnR8ZiCFL42k8L+6K/D5/jhmcwaOtIVxwxyKF3CqUISAsL5nAcxkdYxndDwZV/Fj5vbi6Rwcqgrfegaw1VTgi08N4tGAuK3/PRPnBXA0ksVrzkXxkkoXbiSK6KjyYTyexfu7maL/+WsJDGYMXEoU0a4p0Io6epNF3B81EM3pyBoCqqbiT4dsFRCtJBuRKWxgDoRkdQpFOShtL9HWCJSXsR9hZBLoLIkUH24Bzl0Dzl9nuUtwi7NpVq/dhZtAvkDnpKNpZ0uaAEBRMAoHzvh5vqsA0nkdPtfqg7tURYGmsIRHAHArwP93NIgfbfNhLA/4z3QDHvfm5dXrqoDBcTwQ0HA1YwC6AU2xy4lEQQfMXVWEAiEEFIU/Swv6NMX+y6GquKro+LKSx3cLF65NxYGKKqCmAn96cRqfuTiGhC5Q5tu8jRDPFvBir4oreQM/PJ3Dz7gdeGuNC1UOfn4SyV1GLYAbiqI8jYU9CLsvc5rO6/idb/fhk9cm8XBzOX79kUNoD8sL9oHH7+WtpR5IpKhJ3zPIEqT6KjoQIT/e/oJOBNwaPv/0KMYmEmiq8sHn1JAvGvhMTwyN1T5U+1zonUniSG0ASkHH7FwGZQEXAkE3CkLBZCSDMlcIV+I6vvnkGH488RgeaK/EP3+xB05NwS9+/z34noda17bfqor7X3wSf/Y/t+DSdbzxkcOIxwfxkhcV8MNvOg1/fQh/861+3HekHK88UYcPPzWM/5vM4YdO1+FFFUV8/tok3n22GTVeJ/7qa714Y2MYr723Ef/8zCjG4xm8/eF2/GJXCv9+eQJvOtOIloAbf/K5a+hP5vDxKxNI/Cvw/73iKKoWSxZK1k8qQ0PQJz/LPUVZwJQ4nWFjspVFcLuAe48CT10GBsc4L2GzwR4hKCkaSzJrUNT5v/bGnStlKiGV1/G73+5FeDqFX6pz4cFqH/riebzyI0/hlx89hJd2rVwaGfa78PGfexh/+uUeTBR1vKdJw/PDTjyVU9F+/5GFU+43g0ODAPAD3dW4HJvB3MVJVIfc+PNXt+Cz43l84soMjnZUwH04iHm9gDq3Bw5dYHa6gEimgOOVPrysuwY/etpuOO8IleHtx07gU8/0oSNXRH1uBn/Tk0CvoeDfL46joyaAM1V+vPsFGxSWAJAr6vj9J/rxqRuT+F8dHlwVClprPfi6AH5UAH94TzW6Tsj5SJItRKGk7x7nfZt58rY6CBPJHP758gQA4KuD83hlV7V0EO42gn6WE8zHaBQMT/Lm0OBprMVPPdCMz35jEJFkHpEk8KZjFfAV8phwu3A+nseUqbN9czKBDr8Lcwn+fSzkwc2pJL6nwQOXquCpkSTyRQNfuzSJ0aEY4tEMcrqB//r24NodBAAVfjd+6VUnbv/9+lcdw+tfdez23x9405nbv//Si7tu//6aJuA1J22j409/4L7bv7/rhfaFr7UygO85amt1f/8LD+Etf/8UAODfL4zjTWebpYOwFcxG+LO2cnf3Q7KU5jpK0M5E2H9g4XVTDnRwnL0jm8kipDPAJXNeCsA+Kb+PgYu63TkmRhNZfOzqJB7006o45BR4Ml3AbLqAz16fWtVBAICzHZV445k6zPWN4flhJz45lcN3v+qB2/MBtoRoAgqArkN1OPb4DBy1TvziI7UIuDTUBBz41+vzuH5rDoc6vUgUdSSSOprhwWCEss6JdB5vP7t0vT1VUYUvxcbx09/qw7+9shFv8uXwazeTKBgCNycTeM+LDqO7ZuWG5Dsxnynin69O4EfKHajWFOQNYC5TQKemQlVUHG2pZr+JRLKF7PWCFUvSVFGUEDZg72+rg+B3qaj0OjGXKcCtKShfT7mH5OCgKKwtrgyz7CORorMwNA4MjePvHwzhC4Mq7q9x40SFHQlLFw38eW8Kf92TgMehLijJMQCUORX85XN4sf/ZU2G8uSuIm9ECTla6UeurQ143UBQKCld64exqXdMwt52mzOtEwK0hmdMRcGkYmkjgIVPXXLIJLPkrqWS09/B5eJuYoQNXqphTUUYHIZ3dnIMwMM615mgHnYM9cO77nSoqPA5czhRRFALPC2j4mHlfpqgjldfhX6nUKJYErtzCq4o68nVufHIqh4/MGHj5Vhu9CbOpf3AM7+h2o/ZUA741mMS1lIG3HQ/hefVenI8U4CkJnZZKpdf4V85kVAQ96I8V8Nr/HMOfvrAOf3EyBHE5hq9HiijbpJPjdiio9jrxk5U8liKGguc7VPyO14kIAC3oR2hTryCRLETB3vc5FUV5G4DfBpABzSYFrFLsWNPzt3sOwnQyh49dncBLOypxdBXJMsldSDoLROIwpueBWBJJzYHgoUY8HSni80/049EKBS+scOHzMwX8+mMzmI9n0dkUQsHnxEAyh4aAC79zxI8XVToxkCoimhcIQmAiUcBMXgBuDUUIvKbRC82hwdHZvCc18YfmUvi9/7iCx8+NIp0o4H89vw1/+Lbn7PZu7V8yWdazl4eAExsvW5BsI3NR4Gof4HZS6rTMvDaMTQO9wzTs1yDTuYBsjoMbp+YYhCgPAae67vy8HWQqmcX/eawfDyaj+P4aF945lMdFQ8VAMovWMi/+9Lu7cU9d2dInXu1jVqyzGVcMJ/5nMIq33NuECv8Wq/IUi7ebuEXRwNWCC+fnC/i+Fx+C6+kr+Pi0jt8aTCIDBfe0BzAfL2BwKoPmMg9ec7wO73heOzzLTGS2+M7VKfzJpy7iys0ZfPx1reiqdGPqaCfa6ss3vetz6Tymn7qKo4qO7ksp/PlhHx5wAQ89HUNZwIM/eeVxPKd1868j2V72yxwEb1u3aPvfG5+DcOPHH92JOQi3ADwkhJjdyPO3vUm5JuDGOx9s2+6XkexHzEii2lgDCIGQma97oAH4raeG8eEbCby31cBPN3qQOxXEr3wni4lIBglzvsB4qoDfHc7jx85HAQDHXU7cvDIFANBcKvKNNDo+NJDGlx6pYi9EbeWeiyq3VvrR7HbiKwkq7jx9c2aX92gfE0sCF27w986NyyVKtpnKMJuRrw+wcbi5juVFLvOSlEyv3UGYnqMCUtqcXu7zcFJz7d7LxNUGPOgKefBb55N4XrAM76rV8NK+LBRFwXA8i/5oZnkHIZWmVGxjLU4AONG8TudprTgcQGsD0NoABeBrAezd0DS0VzqQGqRgxNR0HmPmxPiRWBbPb69c1TkAgOcer8Xv/UMBBR345a9O4L+/vx1tYmuUxip9Lgx6fUA2gWsnfZgtCkTyAikDSMWz6J1LSgdBsqXs9RIjAH0ANqz1vbcsJcndy6Iz7f6mMDQF+MBEHl9JqXhdZxAfe1kDfuxMNV7fGYYKoNbjgDerQ4MBr1uFu9WPysYABIDmI1Voqw9CAMg6nYj4/HyNPXhGD41EMXptEkENELoOfzKGr3zj+m7v1v6kNCPqOjAqzgeTUABXmptxRXNT1eh6Px0Hn+fO8ysyOToGPUN0MlSVqkT3n+Ak4MZaypjuQbprggj6XPj13hRaPRreFHZBCIFaA3j2/DiiydzSJ3ncQHZDUuZbg6IAIT+6nUDIrUEFUF3lQlsNJWmbQ258s28W2aKOiXQGH+sbwng6s+ym7uuuhqoAUzmBtFCAaGLLdjNfR6dQVRTUOFW0eTU8fl8IF+4vQ8PMLCKR1Ja9lkRimRQbue0QvwLgO4qi/I2iKH9m3db65G0vMZJINsozo1FU+l1oK/chMTgFz/AonObxGteBv700j8fGM5hUNTSdLsdITkdWAHV5B27M8ULwaFsF/uJ1JxE8fxUIBYCTh3fzLS3hyvUp/MBPfgrJVAF+vxPBUA59/cyCvPfnX4J3/uSLd3kP9yHWEKzOZhqKkj3J53tn8M4vXUNBAO+o8+AXqjRmDVxOTlZ+zilb5cgwmCEoFKlMNDLF/wH8jjsa91xmcDXmUnn87D8/gw91avjUWBafmCyi9/oMdANoqvLjf97/8gUy0Ogd5iC5h8/sXpBjZBLoH8V492H8zOO3MJXM4IxbRS0c+NfeOFI6cLY9BEe9jrSuw6ep+J37TuFw2dLS4mduzqA67EHL/AxlsB86vWXvK3tzCJ7J5bOweUOgeM8R+MplR8JeZd+UGLV3i0Pv+9sNP//qjz6yEyVGTwH4FoDLsCcpQwjxkbU8X4bYJHuW+5rCt38PttUCzVVsosvnkb86hHefqcC7zwBTGR21XkYLHx5MQy8JHLpdGoKKoMRhVRh7jVg8i2SKKfZUqgCHZkcPZ+dktGtDhIM0NjLLRGIle4b5TB4FMz7155NZ/MyZQ/CMTHKqL0BnwOXkYLXr/bYiEcBm5uY6Kh/twBTkrabS74IB4Gq8iJMhBz4xmr/dVz8dzWBJ3M7lpENkGPbns9NUlwOD42iYnETWMPCTZQ78SIjNxcGMB386nEUkl4c54gFp3UCqWFx2U/cdMXvBCmlget7+rrcAz3z09u+XUzpO+u3Py6UqKEYS7E+RSA4+RSHEL2z0yfsn5CKRaBqNv5pKTLW34W3nkvg/5yOYU2w/98crPHDmdNT4Xaj3uzDbF8F/fGeId5pXYN0Q+Jcnh/DT/3QO5wbn1/zyV0ajePs/nsOHv9mPQlHn9iZmNpUi7+qswqu/5wicThVHj9agqrEa4TIfTh5rwPe8+NidNyBZyh1yuN8Zj+AXH7uG/x6cxmoZVMnWYQiBr4yN4c+vXkVfPA4AeLAxjIebw/A5VPzYqUY42hpp9OumhXmpB/jOBfaUFHWgq5VNxw+dZiYwHNyXzoHFG+5rwkBW4ESZE96gCx3NZfC5NRw6WoXff7wfc5kShyidZYZkC7MHV3vn8M7/8zV8+DNXMBPP4v1f7cF7P3sFI9EVyrs8bhSqypGLJODLCjQ6bfPhxxs9+OTpIJ7rVFEHNzQADW4fPnJxAn2Rhdsbjmfwa9+8iT97ZhC5gtl/sEVOjy4EzpcFbv89owO/PF7EpZRhP2ZgHNlnb9pSyBLJBlHUjd92iK8pivI2RVHqFUWpsG5rfbLMIEj2JcfbKvA3v/AopqMZ1Jb7gGwO8Seu4AeDCp5Kp9E/mYM+lsCsAfzXXAyveUXT7ZrkT54bwa9+5jIA4MtXJ3Hu11+CsO/OhsZb/vpxxDIF/NfFcTiKRfxgpbCdg6MdVP8oC7AWeo1UV/rxJ7/zPfBXBfDxL/UC0NB8pBtf+NAb4NijNdR7HkUBgj5GJkuHcQG4OZ/EO75xBQDwtdE5eBwqXtC095pZDxpfHR/HP/X2AgAuzM3hrx5+GIcr/PjHV53CdCqP2oApj9nRRDWimQidgupy9iTUV985wjwfA8anGR3eB6VlbzzbjJsVLjiHh/HSShW/m9Bw6MEGXM0WcPXiGCZTeXzgpcc48G96np/BFpZR/div/TfmYzn81zcG8G/Dc7hkNhzfnEni3966vIra9dEIKoo6nr04g8ZHq3E1Z+ByTkdAUXDWpeJ3Whz44xtxzAS9+Ho6BSCFK7NJfPmND9zexi/8z3VcnUsCAO4/HMZDqgpoW/O+/mt4En8+PIn3OB14iUPDZLaIZ+YK+PiojpfninjHER+O1XiBeAK4kQYeCOwJCVzJ/kPB9lb7KYpyBMC/lvyrA8CvCyH+3zo282bz56+U/G/NMqfSQZDsWxRFoXMAAB43PiOCOBObxR/fV4F3PT2HL43wJL6/wXyMmVbW9ZJokgAM485RZCEEWjxAS7kHNR4Nb1LjQLTkAYNjLGmJJyGyeSg15UBVOQxDQDXFkkt/X4y7dEaIqkrnYLO0NQAXexh9bmu8PTCtuChjUNRlBmEnMEo+d73kd0VRbOcAoDzpjBnZPX2EDvdyFIqsXU+kaEBHE/wJ8DzcBw4CAKihAD45nceP1LvxubkC0i4VMMWYClYmJZtj833F1pbFFIsl34lR8v9VzomZooJTPg2vqPfgmF/Dn8zl8aEYy4gqxrL4351evK0zgHOT9jYKpRsHmH0FUKUB7aIIuLfIDMnlUZtkWeYfF4r4ZqGI36lx4801bswWDHxpII0/+84M/vq1prqZrlNudw9KX0v2AdvcbCyEuAngHgBQFEUDMAbg39a5jfbN7IN0ECQHhlfc14J//J8sTmt5/NVzqvBz0HBhLIUjTTQyPv7kCN74cAdefqoeI5EMvtkzgx95XhvK76Al3ntzHOGRMXz2+faF5OlIAc6yAO5RzTp3s959NmdAHZ1Fxcw8vhpX8dtfG8P3P9qO5go3/uILfehsKsM7X3cC7WEXUCwik8nj8+dGIHIp/MKr2lCrCnyyL4W3/9Fj+Pk3nsTh5vC2fFYHnnAIONLGxsobAzQmu1rRFfbjPfd24F9ujMPIKfg/jw0gltHx+u663d7jA81DNTWYy2ZxLRrFy5qa4Fzpyhrwcbry6BSdbmuOQTLNcyybA2ajdAwAXqGdDjoSZUGW/O2jiPChSh8udDYjPj+F3+4K4G3DBXSEPFAN4OJgDO/78k2861Qtwtvw2r/988/Fhz55Gae7q/HSl3Thny+OYjaZxztfcGjF5xw/Wg8MjeIXjoZgCIHzRSea/RredLQBTQ848J+P3cJL6lW8wZlHMudANqBBcyh459ev4dUVQXzmo09h5uo43vKqo3j7oXL2h3U0b/q96IZA7skreFAYaM+5UShT8EhnE9A3AgCocqp47SE/3ty1yOGMJqSDINkPvBhAnxBiaC0PVhTlYSHEt1a5PwSgRQhxZbXtSAdBcmCoDnnw7teewpc+8TheUutEWNERqvbjQzdieKS6GkOXBpF9sBXlfjfe+/KjeO/Lj955o7k82ibGMZjT8S+DWUSEimfGk7gULcCrzeDaqxr4uO52vO8/e/HPXx+ASwU+9doWvLjChYdfWQe3lgWMLJrvC+D3nprG5PlbaA8wquYF8Ho/8Pp7bO3z3vkc/vbJYdRWePC/f/T+bfik7hLqqpg5GBijoxD0w9lYg+870ojJWAH/7ymutb/7rT7pIGwzIZcLb+5cw9A6RQEONQMeF9A7Apy7ysyAGXUGAPi9zBAF/cwKWs6GYQDDE4DXsz1vYhtQFQXfe28Lzj2ewtl8Cs58AQPJHPQ814ePPjuKt/oLpoOwteHKlz/SgZc/YlcaPOfwnUvt6op5QFUQdCj4dtLANyaz+Ml7m/CjJ2nkB7xOfPCxa3hbmw/fUyXwdAH41ZksvprMoe/z1zD7VD8+8CNncF97GPB7OCQv4Nv0e4lMzaNKmJmKWBYv7TyElzTV0sk0Mxg+bZnPTzoHkk2wg4Ji3wfgX9bx+NcrivKHAP4bwDMAZgB4AHQCeCGAVgDvvtNGpIMgOXDcSBp4SS3wWw/ygnff58bx5fEMfvFECImRafg6G2AYAsNTCbTVh4BCEWNjEdQ3VUB1aIgmc9B1A5VlXohoAg4F+Plno7gWL6Kj0ov+KEsZfvGYnfIXqoqoeVHPG8CfXI7j3jIVqqIgmTfg8Trww10B/MvLGwEY7IfoasPwyBxaEtEF+x/P0Rhy7JZayUFCUYCOJojZKET/KFSHBtRWIpm1hzO55Oe8KwzMJtFW6Yey3FW2oQaAwhKQUICOgN/LycuOFS5bEbPMaL0TmPcAzxgOnAXw6nIH/mGuiELRQMEAfrzejZZCllmRRIplRrs5y0XTAEOg2qHgd/9/9s46TLLq2tvvKa/qqq5qd++Z6ZkeNwYZPBA8IRAgkBCDhBC5cbvxL7k3euMCRAkQEjRoCMFt3L3dXarL5ezvj10tAyPtMr3f56npqq4j+/Qc2Wut31qrV0qL/P7hZGqL0cAPqvzsG4ixxm3mhgIb9+dYubYlTK7TzK8/uQGXzcR3n6jiq9+/bnKOJRgm/XAtADVhna3+OG8flHKW5NFd3UKaGDYw/S4nSQM+REoybSaNnImPYN4ghKCubYCSHFUFCuA4iuHRkq5p2sg+AncIId7SmlnTNAtwJUfnEZwQIcSnNU1LAa4BrgVygCBwAPjdiaILI1EGguKU473XrGbPa/tZZpc62Bffns0f60K4OsJYumoJHm7nt5s7OVTbw1cvKeaCDCN5Jg3q62kIa3z3uRZ2twe57R0V3OAOY9Y0DMkOFtviVDX2U5Rqx5FsJT9t2FP50KYa/tk9QMXSTNZmJfOJdyxhf10vj73RwPUXlZGdaucXTx9ifZ6D85ZmY8xMAU2jMCOFI9urMXf2UGDTMABrKjIpW1fGTRctnKG/4KnF/t5eHtODvEPXWXiwljs2NfD7HR0syEtmYV4ynz99QjJNxRgJR+N87ZE9PLK9mZWFHr71jmUsfvOEQ9MgL1O+RkufV643yVr9qcQXifGtV6r455F2NpY4eFeGhXsGBHaLiYUuK1/KA6GBZjZBfYvsqLy4dMZ6PrS39DKY3fE2l4nu7ij337mNvp0dfOvWdawpSuXP71/HP7Y3UbIqn1ioj8zuPr69NJfzy5OJhiL8dnsXN33ioskxDgb8sF02lfTFBF/rNfDtCxZz2YIMonGdb+zr4Rvm2NBM7s6mEH9r6ucnZ2SwoteLfWs/96c5eMeSCqzKUXBCDjf2840/bmH74S6uPKuYb79/LXbb/J1CTkKSctco+yBcAmwXQrSPZeNCiF7gzsRrXMzf/13FKUtKsp3wusVc9z/PkGo38uk1qXxigYNLH2zgR+dksTopzoozPcROd+OxGekJxcBkoi8UJ1mDn70ti/t293CVI0RfFO6s97OnK4hjIEIsptPQ4aei0MPP2iNc5JGX0J3V/ehGA/t1nR9evJBMj4PMlQ7OXZk3NK6vvO/Y94IFq8uAMpl4ueMAV+dFYUUhmNUDazLY09vHrlCA/cA3dTvXOXR+boQjzV4+e2YpxZ6JSxwUo2cgHOMfW5sA2FLXy86G3rcaCGNFCFm20u2cuT4B46DDH+GRIx2AxiN9Ub6SZWGRSdAU0bkj4drWrFbwB6WkqqtPyuWKcqd/sEKQHAnxfLOf5ek2LksxYu4RvC7gmc2N3Hx5BRkpDs4sS+fMsoRcaU8vGA1c6O0FmxXruko+dd4kXW+h8JBxEIoLLn6+g2XlGVy+UBqVvkiMv+5rx5ti4pclNgZigvtqfHyw2MEKXUY9PJpGarcXbyRCht0+OeM6Rdld3c3mg7IB3UMv1fLJq5dSYDtOEYF5wjQF825gbPKiSUP1QVCcktisRlrjBp6p83Pn3n4AnnxXIQUuE9UDMToDMba0BKjti5BqM/FCgx+PzYjHauSlOh+XLnTji+rctKWXOxqCpFuNpCTJ5EeTQaB5Q+zxx7j4YJCPdxpojss7RZbTgmu8XhWzSTaA0nXYcQD2V9PY0M2zW5tUvf4JkG6zYgCiwD+8UTxmAxVJJlx2E9UDQYQQRGJxHtnSQJ9fJpu/VtXF3qY+AFq9IZ7Y33pUJZ6J0DMQ5tE36om9qbrLiRBC8PS+Nhp7jlOjfg5hMxnIT5GTMYfZQKZrEnIGuvsgFElIk+YOSRYjOYkiCf8K6LTE4e5SG48usOEwAJXlUCB99geSU2TZ1/rWo5vGTRO+fj92A5xXkMRVjzbx17ogF5Y6KUg2k5psJcV1jGIPRTmgCznuNYsnJd9giD1HAGiIwPp/tdESjJObMjzJ39/QS5bBgFGD5rCOy6Tx6Bmp3FTooDGi8/NomAMiTkHcwN6avjHt2huO8nR9x3ClqRnilcZe9nedvA/PG0c62dMwsb4PGR4bDqs0vvMyHCTN4+jBdKFpmgN4G/DQjOz/RBOPtWvXiq1btx73e4ViNuMNRHjgpRrOXZ5DiQijVTUcc7mavgiffqmb76xzszzHwQ1/q8erQVXjAElJFvKWZ3K4bYC4LliU46KzK0jXQJi8zCQ+9M5Kbl5bSFN/iKcOdXDN0hxST1IV6YTouqzW0tlLrL6FgVCc6//ZRGl5Jr/59Mbxb3eeU9Xv5Zv/2M2hw728fkk2L/t0PtMZxRfVWZfmpPdQD4davOSk2Fm5IIOn9rRiMmpcvjaf52q76QvGWF/o4f73rz+2Zn6UbDrYwX/dsYmO/hCVhR7+/NmzSRlZ5vM4vO9PW3ipqotkm4nvXVXJ5ctmwIM8iQyEovx9SyPnLMqgPNM1sY0JIcvZhqNw2rKZ1eiPg75wlAcPtnFBcRpFVhO+bftxxWIyEbsolxf/s5tzTBGWvdjJJ88o5hazX/b3GEO/lYlysMXLf927lafXyUhPa0TwqSN+/l7p5N4uuPC8JWSmHmfyH4vLPgeT/f/S1QexGCIrjcd3NmM3G7lwqQy7/ODRvdz57BEuL3Dwf6elHbXan9uj/O+RAaxWE98vs7PBaWTNg4184IIFfPXa5Sfd7YGeAb7w+gHaAxHKku38dGMlWY7pT4z/7xeP8LcDrVgMGp87rZgPrjh2NajvPLibP79Ug1HT+OQlFdx+8aJx77OmpZ/nd7Ry7XklJDtOft8aD5qmbRul9GZGSSqrEEv+565xr7/1uo2z/jhVBEFxypLssPDBt1dQmutGy8ukf81Syp5s48pXu45azh/RCUd0vv9MMwDnFtioa/URF+D1RdCjOtG4QBcQjuh0DUgvc3OHnzNyPGiaRoHHzq2nFU3MOACpLU5Uafl9m4FIXPDHS3PZWzv6js+Kt1LuTqa3J0pXWOe3hwc4L9nIdzJMZJs0DnZ6OdQiu/u29gY52NqPAKJxwcG2AfqCMhlzd4uXicYQGrv8dCQaUu1r6GMgED3JGpK9zTIK5g3FqOr0T3AUM4/LZuZDG0snbhwA9A+ANzFpnmPGAYDHauZDKwoodjvQbBZc65fCqsVDMqL9vfJ8ybQYeaPdLxOWg6FpHWNrf5BDnQG+sLufHx8awGWELxXa6I7qnJtmJDP5BJNFk3Hy/190XUZcM1LQNI0rVuUPGQcA+5v6iQv41JK3StcKTIKwDp/Ns3Bxqhm3xUCSSWN/Y9+odt0WCNMekBGcam+QvvDoruHJZl+njBxEdMHB7uNHFvc396MLiOqCA4n7yHgpzXXzocsqpsw4mGto2vhf0zdGbammae/WNO19g6/RrqsMBMUpxSsHO/jBY/uHJmEjsdnMnFORwZ7+GFdsHWCPH+470M8nnmtjw7IsejDz3X818ZEzs/jUedI7l5nuwGA24rQZsZoMOFKs5GcmAbCgyM1/2roJxyY/zFzV0Mv26j4eOOKT1T/Oz+TJrfXous6/NzXys7/tos8Xpra+l+//4jX2HeqY9DGcamysyMRs1PhDfYgXY2Yuchl5sczGZ3PtlOXIiWp+qh27QcNq0nDZjBg0jUynNPrOW5AxVGjylUMd/ODx/XR4Q7T0Bvj+o/vYXNVFNBbn7icOcPcTB4jFdeoGevh30xH6IyE6vCHeqO8hP016WjcuzcKT2Pb2tn7+59VqGr3Bo8asC8FTje0U5iZhAHLdNpbnu1EkEALqWuSkOecU6YhtNkGyvMe8eqiDtoC8vyxzmwkCPs1wdGezKeBQ3wC/3ldLo09OPIvSk1iW5+YfTUGe6BP8tSPOapeJ7X6dLOKIV3cQ3VvFr57czxPbpkYS+WJVJz/8z2G6fCHC2w/CzoMEN+0lEgjxh5druOeNeuKJppenL8wgyWrEm2gG9/vGMJ/c0QdAe0zj/XlW3ps77PU3Gg2cUTE6eVqhy84Ct7yG12S4ybDNzGT5zHwPFoOG22pi3QlyeE5fkIHNbMBpNdLfG2Dboc5pHOWpzWw3EDRN+wbwi8TrPOAHyIpIo1tfSYwUpwr3v1HPl+/biQAyk628+s2LMBnfagNvqu5mWYEbh8VEXasXXReU5rkJhWN87Ecv8qmFVsJxwdd2D1AVjxM3GHCaDCQXOuk1CPS4TqXdQp0xhqZpnJGTwi/OXTppx7G/uovrP/sEwXCcLLeZj769iGsL7dT7Y/yrNcaOg10sSrNSmGJl3+E+Xj7YR1cgxl0/uYzT106f7GAusr+pn1SXhWy3HW+/n50v7+Nsl4H7moI80Bxhx2EZqUlLtRNIMuGPCgwG+PzbFnLbRtlA6oFN9Xzhb/I8S3OaiUUF3kAUgwZrXHa27W1HAz73nmKW5RsoiJtI141Yhax7D9Ac08g9axma1cKztV3c9tQ+YgJcFiNPXreW/GQ5efnFvhoeqm8FoESz8ZNzluFxTDBKdSrR2QP7a2BB4ZzLPzgZD21u4PN/3Y7ZAM+9PQfdqNEWFaxNMnLYmczCNVNT5Wx7Zx+fe2MvUQF2o4HfbVxJSbKDuC749J+28Nhr9diNGvdemkeFy8RnNnVzVraN95Q62dUd5rbXurjuvIV86rJR9JkZJfdubeQrT+wH4IsLnNyWZ+WJrghvSzWzw6fznlc60YFr1xbwg2tXAFDT4cMUi1GYYiNgNHH7r17jh4sttPpi7OmP8p5y6RTY1TRAZPUS1i0effftaFxnR5eXdZnuCUkOJ8qBLh8em4kc54klTq8daOe2H7yIPxDFaIBffeZsLlw38QZ1U8Fckhgt/f74JUabr516iZGmaXuAFcAOIcQKTdOygLuEEFeMZn2VZaI4ZRgIRIckIL3+yHHlIKeVDWtSi0d4XmxWE3aXBYMGOU4TcauJeEhuxRfTMZuBOBiMBixpVrR+6dnzTnKI2ReIEkz0Qmjvj/LbuiCPN/v57fo0PrHIDIvkjT2mC26odANFHGwNYPb3QzRbeiAVx2TJCO97sjuJHzfG2GOPcVuxnQszrNzW62d7Z5hAKIrfIhPydB2yRyTSeoOx4fPMF2GwxLouwKLH+NTpGVy9xE1esoVYVNBkjLPbFGbLwRi6AKMGHyl3ou06BGuW4IvESTg6GYjECUaHI1K+aGzovTXZpIyDkcTjUN0kJXmnYMOrwftZRIev7ezlN6el0RMXfK81THGlg6kqguyLxklD4zKrkaAQWLp7AB2j3YbbYkJDVg3602EfP12fgi+q89/bejnki/O5xS7uOTeTBxOd5SeL/lAUkwafL3HwkTwr/+yM8InDfu6sSOKiNAsvnZfBI81Bjoy4F5dmDlfYcQAmofHdTd186/R0lmXI6/npXR187YHDPPK31WMaj9loYH2WZzIObUIsTh9dFaFstx1/Qs4Y18Hrn/4k91ONSShzOh0EhRC6pmmxRPfkDqD0ZCsNomYSilOGc5dk8kZVF9tqe7j57FJM4+hi8q6zS0lrbaLdH8MUjrPYYaU2HqGsNA1hNdARDJERM9BzxEdmqglzspl3L3xrwqiuCx54sZon3mjguvPLuWR9wag8TYd6Brivu4tV1yzg4L/rKKzMJuowUdUf5qMHQty8Iouafa28criXgZCg1GWiwCK4ZHU6C0WA8Ka9bLOn8LvXG7l4ZS7XnVGCcYLdXE5lbt5QyE+fq6JWRPlGqY37Lsrh/23qZtsRHxoRql1mrliRw/lJQlZNCYZ4vyHCTVfmym7aLjstUQP37GrjPRUpnO8xYECwoz1MW4qDmqwoVf4eVqflEfbFufu1etYVp9FRkE9uYxN1u2p54D9NVJigTtMp98a4597t3HTVUjZXdbP51Xo8JVbiqRa6e2P8ekcdNy8tIEmVwIWaJlnNp2LRnHhSCyF4dm8bd79ay0VLc7jhjOITXpsbF2dywbJstlZ3s2RpIf9nsXBvVRun56fwnoKpawZXmerk1oxk3hZOTPIb2qChjRgQ8/opznbiDUZJ80hpjdNmZHGRh01B+OSWXu7YkMrqaIiHtjXyztX5E/KwCyH4z5Ymql6p4V9r3JQ5TTzu07kzbMJm1vhpq05tMMxH8q3cXu5kv+v4f5frzinhRw/s4f0v9fCNc3LxtfXx5QePcP27VpGRnjTuMc4FctMd3HLFYu77TxVnr8hl3ZLRR0sUx0GbcKO06WCrpmkeZC+EbYAP2DzalZXESHHK4Q1ESJ6ApzW2t4qexi5Ov68egIXnFnIwKD0uxSYTddXD5eIe/eRZLM/3vGUb/9nWzK0/fmno80PfeRsryk6ukX7XE1uoH5D5E3l+A7sPy33leWy89MULMBg0hBBc8dGHOVQrv1u0IosDHX5WZFj57QXZuCwG3vdiB9u6I/zyQ+u5dLWSHZ0IfyiKzWLCGI8j9lWj9Q9Q1R7kqd09nLE0nTV5NhkecNjAYQebBYQg3juAMRaT3XsHSU8hnJ+NsFmxWaX/JRiLYjfJErneYIRkuzw3xc6DBLq8fOGVTtwWA+cXJJFvN1CRYePFpgAffLplaLOZFxfgTUQWPr6yiNtWFU3TX2eW0t4NB2shPwvKZqdU4s0cafNy0fefH/r88/et4YpVJ782R97PvOEYydZp8OsN+BHbD6C5HLCgiN1H2klqbifdZuT659vptljw+sM8fV4mAaFx2fMyByor2cqHC618uCSJyn+187sPrOesBeOP7lQ19fGJbz3DX68uJC7glwPw125puCw0mzhY08c3Frv4QFGigtL6ZWA/fk5AOBJHILBZ5N/QOxAieTLK7M4RvP4IyRMtpDHFzBWJkbO8Qqz44fglRq9dPb1VjDRNKwaShRC7R7uOSlJWnHJMxDgAMARDZDpMWI3SPTDSA6ZpRxvUpuN4x8SbBE5ilDmFI9d6s3fCYBgez9Fjku93dYZ5z7NthOOCf1yQzRmZ1glX3ZkPJNnM0pNrNqGtWMgvXu0mFhd84m15LE43Q3Y6rF4M65ZCZZmckJYXYlxXCaevgHWVsKQMzlgJlWVY3UlDxgEwZBwAQ8YBgFhUwkBU51fnZfG9MzM4I9dGICpPlHPyHbyzfLjCz8j/x5h+7JNJCDGm3gpzlgE/HK6HZCeU5J18+VnCm31xQh/d1TnyfjYtxgGAKwmtogQGAlDXQo/Zys0vdRCM6dxzbibLXCbCOjzXFqLUbsAyYiZR45OyuBSz9pZjHg3R2PA5rIej3HFFPkaDxrvur+PVEcV6NDQ+VurgA0UOeiM60VWLT2gcAFgtxiHjAJhXxgEw640DxeSiSW7SNO3rQog6oE/TtPWjXl9FEBSKYV4/3Mm65jpMBo0PvtxNu9VCs9NAbkoS8UCU3p0dpKc7CBo1jC1eLN0B/usjG7jovPKjthOJxrnn2SM8/kYD151byjXnlA1N8E/Ejo5+fr+vgQKXncsL0nlwUxOH233cfn45p4+IQOw60MlP795GVyhKoybIT7bhMBq5/aoliAE/64K9eA0mUs5cjs2i5ChjYf+hTn5x1xbS3VY+fPNqigpSpmxfL25v5PnXaijPd7NyaR5/efIQ9XU9fH9jGsWpVn6828uLNhN6phUtpmHqj9K8tY3rzy7ntquXYLdI42NXfS8/evwArX1BPnXJIq44VaNGoTDsOCglRasXy+pFcwQhBA9vbeSeV+u4aHkON59VOvuvzZZOOFKPsNt4yG/miZ0t/L9lSaSbNH5ZH6Y7LPjuIjsvdMf4bnUIL3E+Xujgvdlm7jWl8e4NRccsFHEsgpEov/vnAe57rpq3r8tndWkqi3o7KE028ZkXO6mJGegwa2SUeajMSeaWBemU19azZUDHX5rPBZVzuzeIQjKXIggrfzz+CMKr75iWJOXfADpwvhBisaZpKcAzQoh1o1pfGQgKRYJ4nHsf3MZ7sgz8/vAA9wUNVI94fie91kIoJGUeS1xm9u9tA2DF0mwe/NN10z7cXfW9vOMnwzKm335wHRevSDwk61qgvkV6uOfQJEoBqy/6Pf5glPtuqaAgL4kr+qSkIrMvzv5nmoaWe/h7b2dZIuH+q3/fxb2v1gGwMMfFv750/rSPe8qJRGH3YdkxeVWFTE5WTD29XthfDXYbP9JMPFffzjedZtabjXxrVx8ei4FPLU7m5oMBXuwIcVm6hV8tccpeDsmj1/bvq+3hg999lo+vTuW0HDtlHuntvv3frTTZ7ezrkuEDh8XIvh9eDg2tUNsso3cZU2fEK6aXuWIguMorxMqfjN9AeOWqaTEQtgshVmuatkMIsSrxu11CiBWjWV9JjBTzmvbeAK3dsvGU2HOE92QZONQf4Ud7+iGqyxI2gDUaxzbCE2a1DlsODvtwyLrXG6Iu0XRrqrFZjFhMMiph0MA+InQ+9MDs6puWsSgmhy5/GIvHihDQF4wxshaMzWIakp1ZTIahc1AIgd8XHtKwOCxjl6H4Q1Gqpum8HRdeP2zbL7uMV5Yp42A6SUmWsroBPxeGQwQEfHYgymthna8tdxOOC0JxwS/L7VyVaWGXN0pUgDhY81Zd1bEQAoSgeyDEV0/P4N0VyTQNRPlHbYAbHmvi3/V+rCOS8pMG7715mTIv6Eg9RMdWSW5f+wDR+Jv61xxHuqdQHBNtWO47ntc0EdU0zUhCpappWgYyojAqVBUjxbzlnv8c4f8e3IMQ8MlLyrjZHeWB9jB/6hYUZSRRfUQ2tUpxmGnb3UE0GmdtWSrvfUclF67L474H99LXH+KDN8oSeY+9WMP//mErvkCEW961jI9fPyojfdwsyknmwU+fzX2v1XHl6nxOKx+RBO2wST1uQyuYjZAxdVVPFJPDA7ua+d/nqwiuyWHVOiMbF7kwZKXw6UIrfeEYNy7KZe/qMp58rYHr31bOwnwPDR0+vnjnZjYf6mRRgZsNK7L51KVjqz//wu5WvnnfDtp6A9x4bjlfu37l1BzgeNB1aGyD+lYZCVtVAU7HTI9q/pGVBgN+VrZ08kiWi69GdL49EOCnJgtfWCpLB5t1wc8qnDzfHeVLO/v48SoPPbVtpJbmHH+7sRjsPIRvIERjtZcripLY0RvHvmYxl5Z4aHvyEJc6rdxwfhnP7mtna003HzpP9iPBaIS8LGkgDAQg9eQNBGO6zuee3I+/tYdOi5VvvK2CVblu8AWkAZrshMWlshCBQnES5kDxtJ8DDwOZmqZ9F7gG+O/RrqwMBMW85YVdrfQOREi2GLjBFQE0/tUTZU9PBFurj7iA5q4AHquZ3kRnZk3AZWcWA/D+G1Ydtb1Xd7bQnmh5/+/X66fcQABYmu/hu+9e+dYvNA3KC+FQnTQSlIEw63mxpptOn6yWVVGejFkTkObhuszh/7sNldlsqMwe+lzV4mVzojPqkcZ+vvf+taQ4x9bZddPhTho6ZRTt6W2Ns8dA8AXk+esLyIjYgkJkMxLFtKNpsKAIPC48+2vYEBfsFoLbfWHOGNBoaPTx2cUulrrNnJNqosQm6/NHu/rgRAbCwVoIhKgfiHJdmZMDvRF2RCzcVinLcP7XNcuHFr1sVR6XrXpTUrojca4fqYelC2RkKRaH2ibpM81IAbsNrPK8iflDvF/zs3Khgz+1R9jZ6pUGQluX3I7XB9v3S2nmHJj9KRTHQ9M0A1ALfAG4ANm64R1CiAOj3YaSGCnmLSXZLt672M0bN5ZgMWjc0x7mmZ4oOck2MlOll9JhMaJZDEPSjtL843upinPdDKqQTrTctJFkT/R1V5f5bKfdF8IX04duyCtSEh5MXWdrbQ/P7G1FCEFXX5C/PXsEX6LpUabbRoZbVmLJS3eQ6hqbcTAQjdJnig9J1dw2M7sTBsfxEELwzJ5WtlZ3n3T7r7b2sK2jD4AGb5AHDrYSHU2lpY4emYwcjsCSUqkzV8bBzJORCh4Xl5s0NEBosD9m4PWeCO9+pYuqoCAYF0Tign3eGNGU5ONvSwiZ35CbwV3tGhX31nH10y3gdh1/nQTBaJy/7W+l1xsAk1Hmpew8KJPYdx2UydWtnTJnZdNueGkbvLQN2/b9rHRKidI2v06+OyFV8weHG+5FY/KVoL0nwH3/OUJwkhtiKuY+mjb+11QjhNCBHwshDgohfiWE+OVYjANQScqKeU7Pq7tJjUV4V1uIpihkYGFPjx8NqIxoNFd3MxCIke208Jl3LuVdFy444fa2H+igvSfA288omk6d4VsRArYfkN7XyjIZfjcoQ2E28kZTHx97eh89oRjZVhOfWV/MtRlmtCMN3Btz8vVnqogLOLc4lYM7WunsD1GYmcTd37iQvAwn3f0h/rWtics3FI6pxG+jL8gXtuylIxTB7tfRN/VzeE8HZpPG5z6wlg+9a9kx1/vcPdt5cHMjRg3+65IKPn7xomMu97/bqniopg0DcFZWKs/X9uCL6lSkJvHAO1ZhPt752Ngmm6AlJ0FluUqyn20kelA843bz39vaafPGyDAa+MiKPG5ZlwvbDhDTBZGiXJKKTxA9iMbgtZ1Qmo/Iz+Lp7U1kuu2sKT9xv5jOQIT3PLqLdm+QlxfYMdutODI8UnrW0SONjpPwUFBjzYYlFHkSBsKRemlUDHLWKjAa2Xqwg9v+72V6vGGKs5389b8vJCdNSdymkjmTpLygQqz92e/Hvf4Ll501HUnK3wJ2Aw+JE032j4OSGCnmL4EgKbEIfxuIURWV144wG9ASE5eIWWMgID1Jbb4IK5dknnSTqxeffJlpY3ACtq9a/rSYpTfWbJb5CSqEPito9YfpCSXOs3CMVfketJZmsFnYVhcgnrit17YN0JmQujV0+OnxhsnLcJLmtvGe88uPt/nj0heJ0hGSkqZgkgG9N4QGxGKCuubjT7Kq2n0AxAXUdPiOu1z9QBCQGXF1/QF8iR4PR3r8Mh/0WPZBW5c0DjJSoKJEGbWzkXQP2Kyc7/VSqOu0AZ1xneWlqWgOO6xdgnnrPsy9fXAiA8FklNUVIlE0TeOSNaNreOcNx6jpC7LKbsBt1HjD4WJDeaE0OA7VyYWy02VEwGAY2se+qlYO+iK8Eogz4HZxtWdEorvbOWwgFOXI/AagtTtAj1eWCliSBLb6JoilgccFVpWnMJ/RmBOdlD8DJAExTdNCyGELIcQJQnvDKANBMT8Rgnh1EwbgiX5A18mwWCEmSDYb0H1R7E1+ihwW6v1hLlqbT7p7aiqn7DjYwcP/qeJdFy4gv8DNHTuaKHbbuK4yB8NxJvF9/jC/f66KLI+dG84skY2+Ehxs7OPe56u5bG0ey8vTeH1bIzl2A4uJws5DAMTMJkzpKZCZKh+OyliYMRanJbEi08muDh8XlaSRTQx6vDTZXXTUdpFiNhA1aJy/Ipu9Omw/3MW5q3LJTZ+YJzPbbmVNmptt3f0sT0kmdYOJfzx2ELfLxhkr3zqxE0Lw+M5mTEZwmDWcNgtnLXqrQSyE4MWWbnR0kowauq4RCUK2zUJHKMKlZRmYjvVk7fXKCZ7HpYyD2YzRSM+iUuK7DnF3uZ2z9wXIyXXwak83FZlJ9LT3UaoL+nXQ+wPcsamRwlQH716df9R9Ck0DVxJ09tKfk8ld25tId1i4cWUephH/94fbB/jL63VcsjSHlXluHv7XERb64+Q75TL5iWZnHTWtDJ2NNos0QLr6oLcfdEGlET49oNMbh08UvCknK2WEJNQut9fc5Sfe1M6/byghzWbAbTUifANwUBrP1TED0SVlpCRZufPFapblu7lyZd7MRo4VihEIIU6u1zsBSmKkmJ/0D8DOQ2zpj3LtDi8Lcl0cGpCeIrtBw/VMLd6E5+jW96/mcx8edfPBMbFtfzs3fvEpYnGByaiR/c4KahLjuH1tAV88s/SY6737Jy+xtUZqwN9/bilfv0YmRNe0ern8G88QjuoYNFicmsT+mh5ynCZe/tAC6n1R/nBogHNyHZyX50DTdfkwzUqHwmw1KZsh4rpgT+cAK7OSobMH9tfwsaeaeabWh9Vs4DdfPpezK3PQdcHu6i5WlKdPykRECMHB/gEq3C40TaO6sY80jw3PMTrM3vlCFd97bD8A2clWHvvMOaQfY7mHa1r54U4ZtbIbDDQ1xwjG5HPmS2cW87G1RW8diK7DjgMQ02HNEjm5U8xarnpoK0FfkCcKbbwc1/hmQN6zcixWGtuDfCPdwsVJRnb54ly1qQeAW88s4SsXVxy9oV4v7D7MG0G4Zb8XbxzetyqP71woZWv13X4u/ulLhGI6GrBcM7Kvqpvb1qTy2Q0ZCLsVbVUFXYE4+5/YTJnbzJa2EO8Y7EKuaUeVWm1btQRdM5B7rA7KXX2yoMOiYkiys+ETj3LXueksTU/k9eRmQFkBWw+2Ur2rhuty7dy0s49aP7QkIntffHsFHz29QCZKm4xgG1tOkGLuSIySF1aI034+fonRs5dMvcRoJJqmlQHXAzcIIZaOZh01G1DMTxI37qc7I6SaNUaaycGYTjA4nJCWOsaqMGMhFI4RS2hIYnFBMDqcwBmIxo+3Gv7wcBJdMDK8XDgaJ5zYhi4gmFiu1Rfj+7u9XP1MO3cf8fGJ17vg9OXSU2u3yaZqh+sn9dgUo8do0KRxAJDqIYCB/1qfjskA4ahOZuIcNBg0Vi7ImDQvpaZpLPYkD22vrMBzTOMA3nSexfRjGgcAoRH15UPR+JBxAJBuP4Yso98nS0z6glCSq4yDOYA/GqcpJvhbf4xzjVCUiAwEYjpeHT7bEeHnvVFWOI2sdkuhwsjzZ4iUZCjOZYMd3pcpz42R98BwVCcUk58Fw/ez29akccAbR1uzBMxmotE4y9KsvNwU5PMvdXBAWOV5NGgcLCqGM1eRnew4tnEAUjq1evFQjw1/KMonn2tjV2cIXSAlSN19xCJRnu2U0rwFDhOBxHEtcJq4UAzApj3yfN60RyZOd/aOrh+EYk4hJUZi3K9pGaOm5Wia9mlN0zYD+5CqoRtGu76SGCnmJ0Hp8flaeRJfLHVwQ2OMSruTtoEwN6/MxZ6dwl8f2MOaFTlccFYxAC9tbeKOf+xm9eJM3r6xhLufOEifN8xHrl3Kjn0dPP1KHddfuoh3XFB+zAlcLKZz34O7efSpA1x7VSXXXrWMpQvS+cA7lvDwf6rIcdsI1XYjSlJxmYxsfqWev8Y1Fhck8+tH9pOfkcQN55fzyEs16P4wOR4bDruZ7V0+/vhGHTeuLaA428XtVyzmvhdquHhNHisK3PzxnwdJdphZvLqY022dbKvp5sMXLgCjkQF3Mnft62alX+c8uunr8hIIRug1W/EUpfHXLi9BTeOGohz+83oTL+1u4wMXL+KitaMLpW9q6+Xuw00sS3Vxw4I8kq0q4fRkvLy7lde39/KF1W7+e2M2HWnpFOVMKFI8IYQQPLinhadruliY52bAH+aj5x0/Wf+s7FT29/jY3tmHXTfiztRo9obJNRq574mDpEZ04h4Lf9nbzAey7FwQ9qOZTTIhOd0zfQemGDcfXVnI73Y1stNu43pjlG+5rHwuGCfWq7PAYaMjFiWWnUEg4uW+1R5qQ4L/7fTy5x1NLMtM4pev1ZPjsnL76SXkFuUSamhjqdtCWdjIrs4B7tzRyM3LcilMdfDJ8xfw1zfqyc20Ew3HyI/FsZk0krPcQ7kCGSKCyWak2hdj6dIMngiGSXMlkenzQ1m+zEkYDbEYJKpsfeZdS7nr6cPc2abxhQ1lFFZXw/4aNgAbVkhJ0jvLUyiocHFoXyP/U+FAGAUU5ILTDoGQrKS0v5o+zUBNHDLz0skvyh7KX9i2v4Nf3b+L4jwXH71m+VD1vBOPMQ5VDTKJPztdRX1nkNmag6Bp2i1IQyAf+DvwYeBRIcS3xrQdJTFSzEt0HaobhxLTbqgLsTmg8+UNxXx4VSEA4UgM64iutCuvvht/IrJQUZ7GgdpeAIqzndQ3DSd1PvKLK6lc8NYH0vMv1/KhTz089Pn+37+bdavyAfjmD57n7vt3AZBR7KEjyc7gvScvxUZzl+yvUFngZn9iv8npDnoy7EP5A79790ouXizrh4ej8aHuo5FoHJPRgCFxNxv53V2v1fL/nj7IV8uTuKXIwV5vlNaQzmkpZpmLIQRhwAwg4LEaHz/e2s2j37+ctOTjeOJG8LZ/voY/4QH86JIi3lcxukTE+cyqG+9jIBDlG+dm896VqbCwSJZfnCH2tPZz+e83D33+xVWVXLks96Tr3fjIDja3DwBQHhYc2t0BgMmsoa3JRAM2l9pxGTXpCVYN0OYU4Vgci9GA1t4Nh+q4pzPGVw7K/++b1+Tx7UuWgC9Ay5EmHD39NEd0LjkQoNBuprFPOmhuWJnL/16yBLYfIOYP8kpfBLOm8YeuKB9aW8gZyWZI8/Cbg238fGcjAAstGo8W2mVfjNxE1sGuQxAIcZ/Hw5LmdlaYDeyJ6lSmujAEglK2Zn/T/SoWl0nxsZj8TojhJGcAk5G424WxvECGY7fsHf7ObEJEY7KgRX4morkDzWGDZQvBPMLvKgSPvH4AV/8AC80aBebEZD7NAznpvP2rz1GVKAhw8xWL+dqtp538D9/aeXS0d8UimbdzijBXJEbuhRXijF/eNe71n75445Qdp6ZpEeB14LNCiK2J39UIIY6tWT4OKoKgmJ8YDPKm2tLJSwMxtgQSspwRYqORxkEsriNGeAt0fWQt9xFfCEHoePWy3xRWHOmBNxmH32sGA8dzTIx02hu1N/1i5NjNwzINi/loyYbV/FYJx/eq/PyqZoC+sACDAaMGN56dToEex6VpmPw6oY4g1y5wcUlxEtHGVlhc9BbvlS8cw2kdeVuZpS6WWczgX+y7L7VxzpI0ChOTAV+ymySHeQaSII/en3mUEiDNOHxuGEacJ0KAiOtc5jaTbNTY5PJw2jQYB7ouCEXjOBLnpy8UxWlTEa3xYh08D7LSwOvnRjqp9lr5fUt4qPIWTgfVnjR2H+rktmwLdgMcpeccfF+YQ6ChjTRflFSTxu9LbNDdAd1AbTPv1Qz0e0w844vz85yE5NMzohBLshP6Bji3t4/kxL3ULwSxgmws+6uhrRtK3tRkrW9AOokGcbzVgDB290EgCOuWSm99W1ei6aRAczrA64eGNhkBW1IGZhO6EISiOg6LETSN/SYLf+uSkqSzUuz8ekm23E53Hw+8K5/nqr08W+XFMtrLOitNGixVDfLzrkOy+3Nm6onXU0w6szh2kwtcC/xE07QsZBRhzDc7FUFQzE9aOuBIA/sjgi+0xYmYNOwWI22BMNcvzuH2VUVYEuHrl/a08qN/7KbHG8YpBEaricbuAEVpDopTHXz8hhVs39vB/Y/uw98dQo/r3P7hdVx9+dEJeboueOCxfTz21EGuuaqSK99eMTTZ6+0LcudftvGq10dviQunwYS1OcBNpxWzuMDNrx7ZT36GgxsvXMCDL9RwsL6Xj7yjkpZonL9ta+TSymyuW/WmKiGjIBCJ8+dNdTz+Yg2+Q90YDAZslSnkrPbQR5Q0i5XO1hhVzQHybWbSuv28v8TB2wrsdBkspJ9eCSYjQgh+/lotf9rWyJo8D186p5zy9CR2dvZz9+FGlqYm8+7yPJKOYZwojmbzvjZ+99A+VlWk84FLK0iqrodeL19/oonGuJkv3raBivK0aRuPEIInD7Rz7/YmLl2SxfUrR3ee1fYF+PX2BuwmAx+ozOOZzY38c3MD3mAUzWTgr+ekkWS34DqtEssUN0HbdLiTHzy6ly5fmPefW8bBVh9P7mrh6vUFfPbSxSTblaEwIYSgf/shnAM+/rspxqMtAa6qzKbMbeOPr9bxgwoHhQ4jr+XksSzDyS9fqyPHZeO204tIT7ImNiF4qrqLx/c28/EcK4uKszAmJ0F7F/EeL4YBP0KMkHWcvWbIQRIJhgm/sReXQaALMVz9LSsNunplhGBVxdEOjbguJ9cDfikJKsiRsiAAo0E26WuWUS82rpbrbj8glx/E45IT82QnJNnZ0trHj7bU0hWIcNuqIq5ZlE1vKMIf9jXR5AvxkWUFVKS6ZAS7x0tvbRumfi8us4G4xYyxslxKh0ZDSwfUt0Ik4ZA6RSIJcyWC4FlYITb+6s5xr//4RWdPy3FqmpZPIjkZcAAPCyG+Mqp1lYGgmHfoOryxm0OhOFce9BERUJFup94fGlrk2WvXkeuSyWqf/PVrPLFJeppKs5zUjKgR/9T3L2FhvgeAL3/nPzz4z4MAVFak8/Dd1415aJc+uJl6rxzHjYtz+cqGsde3Hw83f+FJXtveAsC6d5bSXS41srGYTtXuyNByS8I6h2t6uWaBi+9tzMDodMDiUuJ2G4t/8jzhhOvwq+eWc+tpx6hWoxg7us6Oe19mUZaNa357kEsur+QTH5j1z89jcvNPX+Ll/R18rNLN51amQHkB5GVN+X6/fM927n+tDoD89KQhiQvAA/+1kTUlyvs6YWIxgpv2Yo1G+VNLmB/VB/EYDLT0hXhuYxoBs4Wlb1s97m1zqA4cdrCaZS+XjJShr1v7Anz+d6/w1w3y/7HFYCHXoMv1BsnPgrJjSByjMZnQfKzIXCwGwbAsxwoyob6uWRoFQkBNM8Tj0qBIdvKXvhjfO9yFABamOHjsXaO4Tgc7Sh+ul5P9xaVHHdtblgU51i17hw0agIJsKM0/+f5mOXPJQDjn1+M3EP75tukxEEaiadoi4PrR5iLM4giJQjFFxHWIxujESCRxvzUZhi8Gp9lAe6JsXyQaJxgafsi47OahGu5OuwnbCL2pK2m42lGya3yVj5JHdI11WSamABwIRNhxqPPkCwKupOHqMg6zcUhUkmwx47bJcWjI4wd44MgAv62LQigMW/ehv7GbB5ckcW2G/D7ZptSLk4bBwP8+344/rPN/7y7F5Zz5Bk2Heny0+kInX/BNuBxmki0GPrHMw5a+GKG06ZmYu+wjrlObEXNChmI3G0iyqKjWpGAyUV1YyH3tEd6fa+WpVcnkW+Vd1WbQ8McFcV3ecA/1+OgKSMdDXI8QjveedNtUlkuZUG7mWybQFpORDZnyntsSjMt7dGH20dvo7qe+xUvtm5sAmk3H7wNjMg0bByB7xqxYJHOCstNlVKI0X0Yq/EHeJwI8UWTjumQTbusozytNk53uB/NwDtTI/IhBojHwB6Vj60ANvLpDdn4eaRxYEwZTICirJ7V1jW7finmFEOLQWBKVVQRBMT85VIto7+F+VzpPtXcQswawCQv+oIVGXxDQuDQthVf+Xcfhpn7K89xcfkYht1xawYGGPv61uZEbLiinKGs4pKvrgkeePEhnV4D3Xbcc+zhkC95wlHv2t1DktnNJyfjLWb68s4Wv/fYNmjv9XHZmMT/9zMYTLh+Jxrn3n/uxmI28+7IK9vZ52dbVy5VFOUTD8OdtjZxblsa6fA/3PldNXNe58fxyLEJn6+uH6W3pIT/JxGK3mW1ZOaypyDvh/hRjo6cvyNZ/7eGibIOclCQ7Z2ws/7e5lt/vbsJuMvL500p49+ITdMt9E5FYnE0v7GejOcxljzQStVr5wS2nsbJsaiVTui54ZHMDbX1Bbj63jLouP49sbeL604soy5r7sozZxKH2AR554SC3pej0h+I81RPnvUU2dobivI6ZtGQ7v2voxm4x8Y3TUilLaUQniMOYT5pt1bj3G9h1BHtvP0IDQ0oyLF8IHT1yUg00Rgxc8bv9CCG4/fqV3Hrtsokd6N4j0N0Ppy2TZbN1HdHRQ19NMynRKOGiPKwn6iR9LPoGpOzJZpFGR1YaHGmQEYbjkZMhCxnAUH8fQJZsdY1SrjSLmCsRhJSFFeLcCUQQHpmBCMJYUW4+xfwkHEUTgncVp/CUtw4jECWCxWQhGBeA4I2qTg439QNQ1dzPpesLsFlMrCpPZ1X5W6sUGQwaV1++eELDSraauW3VxKU5e6q6aeqQWtkXtzefdHmL2cj73zX8wFyZ5mFlmkd+sMGXzx8ua/m+t40scWnkj0d8PLWzixSLgS1X5rLGrhKTJ5tUj52L3rUaXt0pvYMzaCC80tRLOC4Ix2Nsbu0fk4FgMRlZn2GlucnHwZ4IEOFgY9+UGwgGg8bVG4avq8p8D5UJaaBiclmU5YKAxnv/Xccf3lXErSUy4nW6w8TpCIgFuCDTyt98Mfoi3egEAYgEuiDik170cZTudCwpgYZWNCHkxBqkFEgDAmF+cPdefAGp1399V+vEDARfQBoHIBOVbVYwGNCy00nJSoO9VVib2iAv4+iqRifD44IlpdDaJfML6luPn1dgt8nmbbkjKpyNvC/srYJlC2RfB9XdefLRZnWZ0zOFEK9qmmYVQoTHux0lMVLMTzJSQdMw7T3CZTbpZXGbDBSn6FgMOsR1DMJASorMQ1hc6MGdkOE0dPr4/b8P0+cPE47Eufu5KvbWnyREPs2U5CWTnCQjGJWlUyvjWJTrxmSA3qhOXUgQaJ9df4tTBqNRVlpp75YJlDPEknQ5YTEbYGHq2DyUQgjaEOQ5zfxwYyYZyVYKM+ael3O89A2E+cNDe2hsG5jpoUwpZQUear0xzvrdYR5qkFKYveE4n+mO8eMg9MThcx4LZzeYSTqUQkqtm6w9HthxEF7biW/7AXbtOUIkFqM/HOWPe5po8AZPvFOzSeYYlBce7TnPSIWiHEoK0zAa5KSuovQ4Gv/REh9Rxe7NXnpNg8IcmZvQdwLP/wg6B0Lc+Vot7d6QHG9p/rCRpGmwsgJy0mX/BJsVinJh5SKZVzHSmNI0mcMAMp9h1yF4aZtM1FZMOpomxv2aYn6e+Pn6RDaiJEaK+Us4AvurwevnjQwHz4TaiAodm2bmyWeitPSEsBg1rl+Zy1evXo7FbOT1gx189DevMRCMkZNiJ9lm4lCzF7NR47vvW8M1Z5bM9FEN0dQxwO6qHi45vXDKS2Nur+3mkw/v4cZ0Ax8usPPvtBwuXT73E+ZmHf6g7NKanzWjCYkvN/aSajNRmTE2ec7vDh7mpdY2vqxZWaoZ6V68gLRM9xSNcnbR2unjus88QWunH1eSmV9//QI2rDh5P4m5SnVjHzVN/VyYa4bGdrR4nK3hOA/54rRqZpbrca5JNhAR4DFrGAQ87Y9T5LZSEI9SYDDwD13jT+1RqnwRXGYjv3xbJRtyPeMe07b97ei6YN3S7JMvfCLicWmoG43D0YqR+ALyOs3LlAbLCTjcMcD77t5KOBxFM5v4y01rWOowyi7MyUlQWiBzH8ZCQys0tsmIQk8i0lGUI7uVZ6QkIiuz0/09VyRGqYsqxIW/vWPc6//j/HOmsg/CG8AB4FLg/jd/L4T45Gi2oyRGivmL1SITzrbsY6kvypMGHTQIxCN09UsPbSQuKMhJHuol0DUQZiAok5Zbe4MMJBLRonFBa89JPFzTTH6mi/zM6dFXryhKpdMfxuexYTZodHrHHdVUnIgku5wsdPfNqIGwsWB8HtjOUJgoYAR6DBppGcknW+WUYcAfpbXTP/S+q3fsSd5zibICD2UFHvmhKJfX3tjHCj3A99LkPTMmjJg0mby8Iwr/9EbZGo6T7zDTEIryI5uZa00Grs0x4Ysb2RSME+vzwkgDQddlsu6b+2gIMTwBFkKWJnUlsWbJJFXMMhqHm7S9mVBERkIMBlkdyR+Ukb9jTciDITyNzfxrRRJus4Gt/VFs7d2wrBhciT4L3X3SUBjLhL4wR75gqKQ3wbDcVnef7P+weonMdVCcilwOXAicD2wb70aUgTAB2n0hfr25gQK3nfetyMUyygZCilmEwQCF2TgP1/POJDcP00+yOZklZVH2VfeT67Tyxot1nJ7tpnJhOksLPGxYmMHmI51ctq4Al9XEg6/VkZnqYLs/yI42L2mxOL/54+ssXZzN9e9cidF4bCVfS5ef3z1+gPI8NzecX4ZpxHKbDnXwwEu1vPPMYs4Y8VCL6zr3v1DDgYY+br2sgoKMY3uWdF3wj+1N7Gzq4yMbSyhOmzrNuj8S5a7X6ijPcHJaikZdSGf5kumr0z/vSPPIB3wg9NbmTrOc0zLSqPf5cMQNcnIyS72YU0FWmoPLzy3hyRdrWbcsm8ry+VVa1ViUy/u3VWMPRXhPTjLGYIxXO/1sTLNzmk1wllVOVkMa9JishEc0o4wC5yYZMXZ2MLAzhGvFAmhql12FgwlnRLJTRtYaW6WnPMkuJ9YtiUpuyxbIakEgPfxdfRAOy9KlwTAsXQBpkxDNamyVhovdOpxHYDRASb6MKAwSDMOWfWQAr0eNvNHk5135Dor6e6DGKJ1XVY0yEmCzHp1rMBZyM4eNGY9LllONxmDTbulsiERlBSWjmr+MlanW6Gua5gHuApYi2wp+UAhxUtmQEKIL+JumaQeEELvGu39lIEyADzy8h72dPgBaB0J87dwFJ1lDMSvJToe+AVZ29vIfeyaPtw1AjkZlyMGeB6toBl57qY6n/3wtJbnJ3PPZs6luHaA8V3o/lyzO4L831dDU6+e1R3biemgHHe1SY9zd4+eTtx67gtAHfvgiVS1So9rRF+Sz1y4HYGd1Fzd9/wV0AQ+/Vs89XzyX0yrkDf5Xj+7nZw/tBeDl3a288JMrjrntu16t5XtPy54Mzx5sZ8uXLpycv9Ux+MpjB3h0bysWDdYtSsWal0nxoOdQMfkMTpwikTlnILwtL5d1Gek491VjCkUSNeTnx8TE7bLyf186j9vfs4qyAvcMdMSeWU7LSeGvb19FRzBCQaLHTHGPn/IUBxrQ09GLIxTCFo6SHYmyu7aL/3hDLE6xkJskpyqBuODRA53clJ8BNU1H78DrgyZgICA/+wLyNUiSXcpKWzqgoe2tAxxhkEwIh03mJRg0SHLISXl3n+x8HAxJo8VsTrQUF2jlBZyRl0VGp4+iDKf09rd0SBnQwiJpSNQ2yWslKw0sY6+ON0ROBqS4ZWWnAb80jkB2ms47TkREcUw0BIapzyX4GfC0EOIaTdMsyEZnY+GQpmm3A5XA0MNCCPHB0aysDIQJEIoP1yoOx6f8RFFMFZoGRbloHT2cFhU8nvi10SCG+gFEYzqxqJ5YXBsyDgBSU+xoiUSxmIBIZLhvQjR6/IdO8Kjlhs+lSEwnUS4ckfg88rtBQiPWeTOREedm6ARjmAwiiYS9/y5Pwm7Qjt/kRzE59HrlJME9N8tzeiwWWc9+1+F5OTEpL/TM9BBmDKvJOGQcACwYkeSemjUcUTEA3/lnPTtqejBocO26LHrCUV7qjqCZDNx0XuL+ZjZJeZHVIhOCfX55bQwaznar/D7ZKY2DXYcYurmCnMRnpslz8M0ypfGSl/XW5n+5GdJz39wBI4vKGTSwybEuGIwGF+fKvIE9R2TvhwWFsHWfNIia2mHFQtkwbrzYLPLl9cm/VSQqjZeMlIkZH/OQqaxipGlaMnA28H4AIYQs+zY27gYOAhcD3wZuROYmjAplIEyAz59Zxk9ercZsM7Ctt4+7djfw3iV5WJXUaO7hsEFGCmd093N6iouWSASxxMJZty7m0PNtJFdm8vXXqvmMqYzVeZ6jVj09z8OHV+Tzz11NpLUEiCwuwd7aSWp+Gk/X+Uh/5jC5aQ5+9/gBFhV4uP3KJeSmJ/H561bwy0f3Yy918kZSlLsPNHHdwhyWFqXwiSuXcP/LNaS67fzfY/sIxeI0ecM8Vd3JwkXpxPpDfOyqyuMezlUr8qjpDLCzqZePbCwDoNMb4rf/OcKW2m4+cv4CLl2ROylezA9vKOIia5R3ejSaXMnkp8wfXfmMkOaBvkbpHZ2Ddc4BcLuIOez0VTVx+/N1vHtVAVcvyT7p+SiE4MmdLfzuuSOsK0njoxcuICN5bkVR5hOv7W/n54/tpyA9iY9fvoSirNFLHT9++RJ+9s99uJMsnLdhAc9UdZKt93LrmaUy6ps9otR0T/9wc7BIVL7WVQ5PpIWAzXulcWDQQDPIikcZHtkMbarRNFhULCf/8biMCoQjsmLRm8ugmk2yQtHuw/JVkC3XPVQnj2vLPh6OJ3HxWQtwjLeZZiQ6/NNklI3ZTlCwRjEjlAKdwB81TVuBzCX4lBDCP4ZtlAshrtU07SohxJ81TbsX+NdoV1ZVjCbIltY+bn5q99Dn376tkrMLlP56TpKoPBEvzOGqI3VEE9eGtdPMrkYpGVqX7+GB9x678MAXf/kaDz5XDUBBnouG/uFE3VSnhZ4B+fkjly/mC9etAOD1lh5uf2Hf0HK/PX8p67OlB/5//rGLO/99BIA0t5WuEZ6vOz+wjguXnrz+vK4LDAk3x++eO8L/PrYfAJvZwP7vXz5xA0EIqG2GxjZEdjrawqJ5pSufEWIxeGO39IouWzBn/97Pb67inEAvr3rj3HQ4wJ6PbyTZdmIPphCCJZ9/fCgq9qUrl/CRC5S0c7Zy0X8/TXWrvHfedF4p37ppzZjW13WBpjF0nxp5P3sL/iDUtQyX9Fy+EAadFboOr+yQ9yuDAZaWD383E3j90lA40RhicThYK+VJx+AVTxZnrSgY3/6jMejslZ2XwxGZj2EwyLyH5Jl1OsyVKkZpixaJy+4YfxWju889tx4Y2fL6DiHE0AY1TVsLvAGcKYTYpGnazwCvEOJro92HpmmbhRDrNU17CfgY0AZsFkKUjmZ9FUGYIGbj0Tcrwxx9WCuQIeZ0D4bmdlI0jY5B43mEznBkvnEoHCMcieN2WYGjZUK8SdUzslT1yHPE9KaGQMYR3xlHnFsmowH04e0HTiAvOnq/I7Z3gv2Oh86BEOk9PWiNbZCTgbagcM5OVucUJpOsg17TJHXEM9g0bSI0W2zcVRvh1mwrNgOEYjGSMSOEoDsYId0hr6tOf5h0h2VokijPXXmBBUOx421eMQswjrjPGMZxz3mzMXBc4wBkjkFlGUSjEIkdnZ9jMEivfCwuE3PHmvcSiUJds9xOVtrEIne+AOxIqDwGuzAfC5NRGjKxGATCNLb0cmBXHWekW9jXHyOcMYHpm9k0nPQ8mLCt6/IYly8c/3bnEdrEG6V1ncQQagKahBCbEp8fAL40xn3coWlaCvA14J+AE/j6aFdWBsIEWZnp5lcXVvLg4VauKMvizDylv57TFOehdfXx09xMfhoKEo2H8Nu9pNpdZNmcfOpMKdd5/o0GfnDnFnyBCDe9Ywl7arr5z5YmFheloMcFzY19lGa5MHtsBAJRfIEwy4o8XLy+kPdfPOzxXJvl5odnLebx2nauKs1m9Yia8B+/bAlOm4XDLV4+dukiGvtC/O65I3SGonztqf00eEN8/JzyUR/a+zaWYDJqbKmREqPxRg90XfC/Tx3ghZ2NPH5GKqFkF8nKOJheBr18sdEZirORG5bnsS80gB7y4baZueaeHdy8Np+tPV62tPVx9YJsYhHB3/a1sTI7ma9tLGNxupN7Pn4GP3n8AO2NXu74/VZ66vv44gfWkmRX+unZxq8+toHfPHGQ/PQkPnTRNE08zWb5ejMTMaQ7emR3Y5B5BHmZMs/AZJST7bguPfFm08k7Jw92YB7cbuFJIsEmEySbKEhOolqz8Nk36rlsRRFXLJ5gL4dBnA5Yv1TKnuZY0YOZZiqTlIUQbZqmNWqatkgIcQi4ANg/xm3clXj7IlKyNCaUxEiheDOH6qC9m13lmfy58cjQr7+47DSyHHJi9rn/fZ5Hn5VyoqKCZOo6h6tleMxG+hNyoiUrstnXKB8Iiwo9PPGjyyY0tB/++zC/elnuN9NpZfMXzp/Q9sZDOBqn8mtP8YtVHs7NsPKYOYV3bxy9oaKYBJraZanTkTrruUhtM3p9Kws29xMTUFngoiEirx0hBEGfIJZ4RH19YxkfXiV7Pzz6fDWf/fHLrM5z8L2LcrEtLSV/0anbdEwxQ+i6NAgCoeEch8HE3kFcDllWVQiZFL2y4vjJvkLIhGOjQU7IDQY4fcXUH8ccYq5IjNIrFokr7/zduNf/49nnnfQ4NU1biSxzagFqgA8IIUbdFlvTtCzge0CuEOISTdOWAKcLIX4/mvXHrTOI6zrPbm0iGH5riLdnIMzL+45RRkyhmAsU54KmUdrmxSikV9xqMNIRlo3QApE4XqeFQdPa4LFhscmQtTPJRFKSfDhoQkcEo0PJX+nuiXtn0pLMQ5WV0p0z0+TmcKePLy71cEm2jV9V+7A4lddpWvEFpBQg2Qn2uf23D5pMGDTIt8pHUYrNhClxgqfbzWQkSfmFQei0dfoRQiCEoIU4FoeJr5+fQ3m6jfSOdqmrVigmC12X3YxrmqRe32iE1GRYvVh63MsKZCQhrssKQEl2Oenv6jv+NkNhaWykJEuZYCQqt62Yc2hIidF4X6NBCLFTCLFWCLFcCPGOsRgHCf6ETEoe9J4cBv5rtCuPS2LU3hvgtp+8zK7qHspyXfz8E2dSUSSlNS/sbePLf9lGe3+IC5Zlc+fHzxzPLhSKmcMqyzC6qhv5cslC/jrQycG+fn65by+LHVk8tLOfukiEkmsWY+0LcaQ3SMqyTBYE4tTV9NA2EKJiQRoD7X4O7mynuMDNFe9YzG3XLJvw0D54RgnlmU72t3p57/rCSTjYsfHr1+vIbmnhlgIbr/gF579tOauLVVL+tBGLyfKHJhMsKZ3Tsq43Gnp54MUaflRoZkmKnY8sy+P6lfns7/bxUlMP1y3KQUPjhy8c4bmdrdz1fBU7a7twF7p4vbWPwqtKKck0sz+ss8QKr245xJlnHL+yl0IxJqoaZE+FihLZkwCOvt7yRxjnnT2yp4DJeOIyz4NN3awWWYWppUO+VGnoOclUN0qbBNKFEH/XNO3LAEKImKZpo9aljuv4OvtC7KruAaC6ZYD6dt/Qdweb+mnvly3kXz/cOZ7NKxQzT14mGA2ktvViNZiJCEEc2NPVT12fjCTUBiK0BmVZ4t5AFKEJ/KEYcR18/igtbfK6aGjs55zl2VjMk1P+9uzyDD66sYwk6/Rrrg+19HJZqpnXvTHuGjAo42C6aWyXXsfKMjnJmMMc6fLR6pfXT8dAiMsXZ2PQNJamu/jYyiLS7BZS7WbWZLpo98pnyta6Pra39/MBt4mn8y1YNY3vdkfZEoxTGArO5OEo5iKhsOxUXN0IoREl5v1BmXOgabL7siyldPzt1LfKHITK8hPnIAw2bstMlfIih+1ouZJiTmHQxLhf04Rf07Q0ZEslNE3bAPSfeJVhxmUgZHhsVBZLi7c420lB5nDyz8LcZNITVV3y0xw8ua2JE+U5KBSzEk2TlSqiUUqcTsyahgFYkpZMUUIqtDTLRmWefJ+aZGFZeRoOm5RMOD1WshM1v5csTCMzbZKa8Mwge1u9JOlxrAaNv7ZHWJbjmekhzS+EgI5uKU+Yq/0PRlCWloTLKidTq7Kcx+0fU5yWRL5H5lmsKnSzPCOZpTb56LozrHEoJtgb0ck2wNYmJddQjIK4Dlv2wqY9ww3ItuwdlvtUNchowPqlJ086DgSlbCg7TXZNPhGD1ZMGG17arDKqsGUvHK7jlcOd/P6lGkKRWVh8IB6fvG7TiuniM8jqRWWapr0K/AX4xGhXHneSssxBaObsFdnY3+TJ7PKGuO23r7MtEWX4wAXlfO3dKhFHMcfo7oO9VZCVRnNeGiEhKEt244/EePzwbpbktmDQYH+9h3NK15KZbKO2uZ8P/fAl6nsCGITOtesK+fbHTsdkmgPByBPwr4PtfOKh3eRbNJ5b5+FwegYLK4tmeljzi2BINntaUDRconCO0+cN4NmxH1GYg1aSd9zlvMEob9R2c+GiTLSmNkRdC8+EY3zHHyPJYOTCMHwhy8z5u33cevYCrl9x/G0p5jmxOGzbL6MHIHuJOGywv0Z6+FPd8t6f5pFlRk/G7sOyu/mG5SeP6rV2yo7KayuHcxa27JXGSDTG/Q0BvrzHy6oiDw/eftZEj3Ry2XUI+gZg9RKZmD1FzJUk5cyKReKaP/x23Ov/5szzp+U4NU0zAYuQaROHgCuFEA+OZt1xz1qMBgMXry94i3EAkJ5sY2QwrjMhOVIo5hSpbijKgfZu8g41Uob0/iRZTJxVIgtRaBqsKYXMRDfXkjw3vkTpSV0zkJGXPOeNA4Aef4RIXBBMOJBykua2vGVO0uOVP2e4kdFk4olIWYfmPHElpmS7mYsWZ2E4VIdW10J7koMf+2VSclCPsyDh5L023UxnQEk2FMchFpc5PKGwzOE5e428z9ussHyBNAoGDYfRSkIHKxbVt0iZ0YkY7No8mFBvt8peCBuWUx83cF2hg1SLgfYRTTZnDQMJeVRd88yOY7YwgQTlCfZPGBNCiJgQYp8QYq8QIgr832jXPXHsLBqVSXHjaEV+9elFNHYHcVgMXL42f8zrTybeQJjfP3mI7v4Qt125hJ3dfh470M6NK/PYWKI01IrjoGlQnAfOJDhSDzsOQk6GTGA25xKM9RMXMTyWo8/vG84v48/PHMGT6+KNQJiXarvJcVn59Rt1VGS4uGZZFvdtaaKhN8jtG0spSptdE764rvP3F2t5fW8bH7p0EcJh5qnabsqynYT7ZJf3F490clp6ChmqgtH00dEtvY7O2S1Xi+uCezfVs7muh1vPLmVZnufYCwohJxs2i5yYHYtQWJaQ7OiW1WGEgJI89BQ3KyOCN5p7uDBu4p05cpLmSbKypFglfCqOQSwO+6vB64PFpZCRevT3JpPM7RkrC4ukkdDYBm3dUmpUmn/seVNnj5QsjTTyrRaeO9RBS0+UogwjLpuRazZMfwGKk5KbAY1t6F4fP3qtmqAuuG1VAZlJx2n0Nkp8/iA/v/MpWtu6+dItEysDPp1ozIkk5WMxavPkxBKjRUvE1k2bTq6rOw69vjBWsxGHdWb7sX35zk38/YUaAIoXplGVKEmpAU/cvJ7K7PEdn2IeEYtLD1FTu7zxF2YTz05FGAUmw1tvkA/taubTTx8c+pyZZKEjkZC5PNXOnsHeCJlO/vXxjdNzDKPknv9U8fU/SWmhyWwguixjqBb9dRlWflho4cbdXizpHv54w+oZHOk8Qgh4ZYd8SJcVzPRoTsjvX6nhO0/ITrFJViO7v34xxje7zHQdDtbJCdOSY0zWQCZvvrFbHrvJKBM7PclHVXz52F+3crimk2fPkZIr/bRlGI7XmVYxP4nHpayno2f4d+dMgbIjGJI9E5o7ZGSgolRKcQaTm4WA13fJiEVFydBqW+p7uPbOTaxym3h4fQrbk1JYvXYchsp08NI2EIJH+mJ8tiXCmfke/nLF8glt8mvfvpvCWIRbLpAydO3cdXNCYpS1eJG44Y+/Gff6Pzv9ghk5Tk3TGoQQo7JATzxzt5onpDVLcc6OG3U8PmwExUYYRAKIqKQbxWgwGeXELCtNJrXVNGFsbIPCbMiRFY9G4nIcLcGJ6cPnXXzE++gUn39CiDF3TI7Hh8cUiQtGXD6UJZJDD/rjLE5R1860EUskCB6vAdMsQh9xfsfibzpHQmFo6ZRNp6IxKMk7tnEAUtcthOxLUpANBoMseDHinDYbDBQ65GPsjpYotyrjQDESIeBQvTREB1m24PjLTwS7DcoLpQG7rxp2HJARv4oSGfXr6pPnfLrnqNUG5ye7vTG6IzqVhn55vR8naX9GWbkIdhzEl7jGR86txsLI59KGXA+XLThJN2nFmNA0bQ9wrP8cDcga7XZObCBYzMNZ93OYW66oIBiJ0dUf5iNXLGaXP8SDe1qwe6N889ev81/vWsZ5q1RSm2IUOB2wfCH0D0BdC1Q3QXc/rFh01GJnFKXw2Y0lPHagg+uX55KXbOWXr9ehB6L01PSyONtFyAQGj4UvvHiQj60spNg9edKRrmCQfzbUUTMwwCUFBZyZNfob8GUbCmnq9PPq/jY+cNFC9DQ7v9vSgDWmk6fH6YkaqSxI5dPnzFIv16mIySjLIp5M4zwLuGplHi19ITbV9XDrxlKpt43GpExvsEpMugdyM2VFpuNR1yInWIU5oGns7vDy0631BKNxPrA0ly2Hu9nc2MtPF7vwxQVr1qvzUfEmBvzSOEjzyMRji3nciohR43bBmiUyYlHfKqWpWWnQ0y/3/yY53aoCD1+5eCH3bGnijk6dL+fpbN/bwOqVJcfe/kyS7GR/5SJe3lJPuWWApscO87X9Pdz+4bVkZ57877q/qY+fPn6ATm+I72zMZUFogMsW5NAbCPPQrloqTp9YNGK6mc5cgjFy+WRsZGa1P9PEgjwPv/jkcEWAc4H2fZ3cv6MBgB/fv0sZCIqx4XZJo6CqQYaU91bJCINdejCTLCY+eUYpnzyjdGgVWyjOh37yMgCdbX4KLi2kPRzjqfpOMpMsfG5t6TF3NR5e7+zglY52AO6trhqTgZCWbOMrN6466ndxb4TvPbiblRdksr83zE+uXEu6S+UfTBuaJicXodlvIGQm2/jGlSMalkWistJLICQjAbkZMin0ZMTisnNtwtN4564mXm6UBkZnd5Cqmj4A7JoDzZXEmrLMyT4UxVxn8HopypHRKrtVGtpTjdUiz3WPCxpaZcTMYYMFhW/pp2A1G7l1Yxldus4dWxr5TI6LI7Xts9NAAJaku/j1RUtYefYdhCNx7t/dQXGhhw/dtOqk6/75+Wqe3dMKQN5KB1ardECnOKysv+ICllXOnUjCbM5BEELUT8Z2puX46lu8k9oLoaHVOxTG9vrDdPePvUGO2TR8kVpOgSiJYoYozZcPnj4v7Ks64aLmEdWMDAawjDjtzJPcEdc4YnumEzwQ67r9Q9dmTzBCX0hWgNF1QX23f2i53nCUS/PtFCSZuPOI76jtK6aJ1GTpBR0pl5jt9A3AzoOynOOyBfJ6Ga0MyGoe6jwrhCAcjg1/JwQCyLBoLHWZ8E5T07g2X4hwbBbWqFe8lUBINkAzGqVhkGSfHuNgJK4k2TztrFUyquA+vpfdbDBg1MCogUXTCEbleRaNxWnqDUzXiIcQQtAeOP5+Byf3Augf5TUxsqLf9q5hZ8fDu3swzAH55JuZC1WMJsKURhB8gQjfvmMT/3yhhnWVWXzzoxsoK/CMe3u6LvjW797gH/8+wpKyNM5fX8D9/6kiEonz8etWcOPFC0e9rS/duIqctCTaegJ89KrKk6+gUBwLg0FKIOK69BTp+nEfQmdWZvOHz2zk3p216EVGgiLOgkwnp2dk8u6F2ZM6rLfnF+AwGanxenl7wVuTWgPhGF//5z4e2dnEuuJUNizN5p4DrRg1A++pyOTFfe3sau7n6pW5CJOJh/a28p1yF1Eh+NxNp82a/KJ5RVmBrNN+sE5OPGa73r69Gw7WysjH8oXgdp58nZF4XNDaSU1bH1/5dxWbG3pZlONCaIKaDj/FuU5uyDJj0DQ+d6CTS412bqycukjwHbsa+OPeRtLtFj6/vpSz81UFvFmLEDK6q+tSNz+OSoyTyigMk0+dXkyaw8JLne1c7jHw9LPb6fekcM+ONhp7g9x8WiGfv3DRSbczGTT6fNxdXUV1fz9nZmXz3vJyzCMcqUajgXvvvJqf/mUbR6wGfnOojea/7+RbV1bitB1/ov/Vq5eRl2KnayDM0rct5OUD7Tz9ch1Xvn0ZlQvSp+PQFGNgSq+ajp4gD/2nGoDXd7exp6p7QgZCLK5z/78OE4sLdh7sJBzTae6QXs4nXqkdk4Fgt5qVYaCYPBwJuU0oMvz+GJyzIpfD1gBPN8swa4otxk2LJ39SY9A0zs3J49ycY2+7YyDMA9ubAHi9podOm4GORP34J/a3c7ChD4C/bWsGu7zh55sEQYOJZYWqjOSMYDDI8oyb9sjJd1HuTI/o+NQ1S/212wXLyseXy5aVDs0d9DR08nq9lBbtbxnAZtYIxwV1fSHOXWjjUFhnuy+KqOmYUgPhsep2vJE43kiQlxp7lYEw2wgEIRoHfwDae2Q507KCWV8WeBCLycgH1xRw7T/a6AjHudptRAv30mSNc2c0zgM7W6bNQKjyejncLyvtvdTexjUlJUcZCAALy9K48KrFPHX/LgAe2tbEx84tP6GB4LCa+NjbK4Y+Z51ezMbTiyf/AKYJTZs8ZcxsZMLxtuZuP89sbzqmhCjJbiIrTV6cDpuJ1OSJaZb3tfSTniq3ZzEbyEwbbq6TM8tqySvmGYMSh5MkkQaicXojw42c0q2Tq+Pf09NHvc930uUOdw6Q7pRjtpsNmEZIhjSjhsUoP2c6LWQkWbgpy8JGj5ltUcNRVZgU04zNOuRZZ7ZWYItEpXGQ5hm/cQCyBw9gs5txmOWjKt1hxpMwWMvsBirMGo8PyOWyR1GPXQjBv2u6aEjIUo90+XixtntUw8lKkteqBmSpRoGzAyGk5G5vFWzZJ+VsRxogEpH9CfJHXbBl1uBy2PhaW4QLq0NsCQi+VJ7Eg2vcLHSbOdJz8nv7ZFA+EOJPIomPCyuFRjP7OgYA6AlEeOxA+9AzIN1pG7o2s902nLZ5kdYKyFSS2S4x0jRtj6Zpu9/0elnTtP/TNO2kHo4J/W8+tbWRr/5pK/3+KGcvzeaPnz37qO+z0pJ4/OdX8sCzVVywvoDSfPe49/WLF6r4+YtV6HlJnLYonf++ZjmLS1P5z+ZGfMEYV50zOxN6FPOEwTKnby7rOIKafj9f3XqQ5kCIfIeNd5Rk8q6SyWuIc8fBI/y7pRWzpvGeshIuLzx2g8L/96+D/OGNejQEy4o8NKFz2BukxG0lFoV9PUFS0xwssJnZ5w2y3KLzzdIkXu6N8sEtHSw/5OO+D5024/1N5i15WTLfpatP9gaYbQzqkZOTxm8cCCH14xYzSxcX8M+cdL7zzCFerekhLgSVOU4uS5KTlDd8gq+sL+XGpSePHnz4iX38u6abZIuRtxel8sSBdgJRnWuXZvOjy04cUf7t25by0OE2CpNtbMhVUbQZwxeQTcl6+uX9Vgh5/81Ol9Wx7DaZczBH86TuvGQpd+xs4O+HWvlQa4gPus18PsPMLQaNqx/cwec3lPK+ZVNbVKXA6QR6WIuJ8rDgv/5zgL9lpfBGXS9tvgjLtzXw12tWcPbCDP75ybN59kAb160txDPPDOfZmqQ8gqeAOHBv4vP1iZ9e4E/AFSdaeUJP+KpmL/1+6Q3dXXPsxLmUZBu3XL10IrsBYG+rl6gOGAxo2UksKZPGz4WnzcKOg4r5x+BESD9+slZHKExzIARAUyBChTtlUpN9qwcGZG8PIag9QRRhd6sXacZoxO0mvIEwmqbRPBAiFEokLEfiZLhs6JqB92daCcTh4zv6EMCu5n4C0bgyEGaKNLeUsdU2Sy+9cZY9puyJKEdDG+Skg3kcyYdVjeAPSomIyciCdCdOi4l4IlIdiuqcm2ximzfG5uYA373Ug2EU19KuNukJ9UbiHOj0EYjKK2Fnq/ek65oMGu+umDtVVk45dF1Gzqoa5TmfniJ/l5EqDYM5ahC8GaNBY0Oeh5/vkIVo/tgf5RyXibOSjCyzxjg4onjElJGbIUt5d/biMWr8qdjGnb1+HvXJCPnutgG8oThuG5RlOinLLJ/6MSnGw5lCiDNHfN6jadqrQogzNU276WQrT+jJsrQ4hewUOxpw1rKpDeWtL07BaTFiNxvYUDQ2r5kQgodfq+Oupw4SiqgKFIopYEjucfyHVG6SjYXuJIQQpA3AM280EghHj7v8iQiGo9zx+H7++VodQghe2N5E17YBCMcxBnQOvN7D3tpewrE4f9jVxIMH29CF4JWabkBgMWgk2Y1YHQaykszouk6x1cqCJCsIQY7DjCUu8BhheZKRds1EqkdK+s5ekI7Toip/zRiaJhsyhcLSyz6JFeImBU1jh80F8TiB2taxrx+JQkuH7JGQiJBsb+7FG47iMGlYTBrFbjOVThNPdkc4oyiFNMfoPJcbi1IwICVCa/PcpNpNmA2wsWQWRmIUku4+eHGr7Kpd1SireZ22XDYgW1ImG5OdIsbBIDlJVlYm+gosTk3iMYuTnjjcnmEmGgtxqHeKpUaaBhUlHDEPS2BvSTFw79IkrAgW6vDkK7VE53FFLw2BQRv/a5pwapp22tCYNW09MFgtInbsVYbRTlR+dO3atWLr1q0n3ECfL8yR5n7WLZr6GtR13X6icZ0Fo2jIMZLv3reTPzxzGICNS7P402fPmYrhKeYzXb2ye+bqxbLCzHGI6YIv/mMHD78svUNrSlP5x2fGfj7e9D/P8fr+DgDOWJjO6zvbAMjOdDCgC3zBGGaTRuXFZezskR6n01KdvH64CwGkuSyY0kwMRHWMGuRGjBxqkd7VRTkuDncFWJRk5C9LnWRaDFBeSCAjlZ2NfZxemjbm7syKKaCmSUotli88ccOxaeb+Xc188ckD1J3hASC+cQ3GsYhue72yb0LiuP51uIOPPbiLmACX1YjZZeNaF3wl18LPhItPnrNwTOfj1tZ+Sj12Uu0W2gdCtPkirMiZPX8/xQh0HV7eLt9rGlSWQar7lDMIjoUuBK8197IhNwWTQaN+2yGKfPIe/VggRvbKRazLmWKpmxB0HGnC3dqGNeH8uqchwNeflAUu3r6+gF99euOk7lLTtG1CiLWTutEpIHfJQnHLX3897vW/veZtU36cmqatA/6ANAo0pLToQ8B+4DIhxN9PtP6ENQIep3VajAOA4nEmIvf7hxNH+3yzv9GQYg6SqNd+stKTJoOGk2Hve59/fOfjyPO4f8T7QCCKL2HzR2OC/hG14/uD0aHe64FIDC0qA4hxIUsIp5g11nvMXJRpRKQ6WOY0YdEgWFmOPd2DAzijTJWimzUU5UgDweubVQZCf0ieZ7t9MQptBsbct3awHnoi4d8bihFLnLjecBybLcb5yVb2BuNYMxxjNlbX5gznwmW5bGSphn+zl5FFH5YvnPouyLMIg6ZxVv5wZCucm85zu/o4327kCoeJzf4gMMUGgqbhKcvl/3VVc2HcghONF9tDQ1/3+cNTu/9ZzmzvZyCE2AIs0zTNjQwI9I34+oTGAcyTTspXnl7EoaZ+ev0Rbrpg+rVyNU39/PL+XaR77HzkmmWkudUD6ZQjGJa1ts3Hv6SEEDx8qJ1doSDF2U5CoRjvP6dsTLvx+cL84Z5taL1+MlxWHE4zIauRsiI3XT1BMovc5FqM1Nf1UVjsIaZpZCZZsGoa4UCMBWkO2nxhcj027A4zTeEIGxxmPpwhWLlE5vXEgN6YiUhcZ7vRwTmp4y8uoJhCjEbpST1BYvx082JTDy+097AoKwkdjYjQ+OYT+/n4OWVkjbaKncMmDe3WTshO57QCD5dVZPFCdSeFqQ5sFgNrkgw8HTZyXpFKFj6l0RIq6LL8eWUcHIvcNDcPpqXx14YO/pBuYfE09RUzGQyszy/gibZmylwe3n5mJo0dUSLROO+5YMH0DGIWogGzXWibMAy+AZyd+Pwi8G0hRP9o1p8XBsJZlVmcvvgCguE4Tvv0d+v73P+9zO4jspTegD/C/3zyzJOsoZhzBEMyOfMEvNjQw2f/c0h+8Jj582WrOLtkbB75O/68mV/etQkAd6GH9vJMCERAE+RXpnPAF4FIjCWn5XIgEoWBIHZNw986nNhWkuWkvSfIRx2Ci7IslNoN9Ibj/Gx/P7dcswZHWjIZBgN9wQjn2+dXVYo5h6bBLCk7W9cf4PZn9wEgNMHSJDsxHe7e0kB3IMyvr1s9ug1pGmSlQX0LxOIUpjj49dXLueWhXTxT3c0lKSbMmoPL15ejpYyx+ZpibtEkpZOkKCeF02Liy+vK6V9aCPuP4KpvleW1s6c2qmvQNC4vLOP8nEIciYIDl68tJq7r2K1zr/vxPOMPwF7g3YnP7wX+CFw9mpXnhYEAYZudjgAAOWBJREFUYDQYcNpnptqHPuIBfqKcD8UcJhA6qcwjPvL/XtNwjOPmevQ2QGiaVIZqGgbTsD9DMxtgKDp/9Dl3psvApxYm4zFp7PXp/PBIH3+v9eGNCW5LSR7q+ulRxsHsx2GVDaJmiJguMCXi7JG4jhCCJVYD70k2Y9I0HknIEcQJkvePyWBfkUgUEue1KdGb49oMM91xSJvnHuV5wYBfRpNO0HxyvuG2W2DFIthfA4fqZPS6ZGrLngJDxgGAxWxk9vvPp55pTDYeL2VCiHeN+PwtTdN2jnbleWMgzCTf/OgGfvG3XWR47Nx+3fKZHo5isonF5UTmBA+xx2rb+OPBJtaXOvH5dN6zOI9V2aPXjfujcX65uYG/mY1UvHcNwZY+QmUZlFlNRL0hnOkO+mJxFiWbMQR1Wpp8VGQ6CNmMxDXIcdmI9Id5b6aFWzJNVIV0/jBg5uLVxRhEE8WRLj58wULMxlkuqlQcjcsJHT2yktE0Jm6G43H+sLeJB460cn5BGkvcTnbtb+bePDsrrBohAf+M6PzdYOLKZdl88twxShHcicjA4Tq6szL50d52HAM+/lrp4gwH/LkxyM57d/DZixdSlK6iCKcsqW6oa5GGQrL6fx7CZIKl5bIpXEOrFMPP5s7qpyCDjdJmOUFN084SQrwCoGnamcCoPUrKQJgGVi7K4PffuHCmh6GYKoKJpC378Q2EO/Y30BmSLv33VeRx49Kx3cwPdPr41dYGALqNBgoW59DsDUEoxopcJwd6A3IoQG+blBP11vdTXpFG/YAc3wcyrdySaeTxrghfrgmy+3Pno2kaK/M9YxqLYhaRnCS1+v4gOB3Tttt6b5Df7pHn49+PtPHjNBvfTNNoigj+HNK4NxjCJ8Bi07jvypVj7/fhsMlSrnXNpB2u4fMGndQCC20Rnb83hvjpgQEGYv1U5iXzkXNVDfZTFlNiinK4HtYsmRfVi0aNwSC7Reu6NKIyUlWkZZqZAwbCR4G/JHIRAHqBm0e78izrsKOYjRzu9hOMzt96xycllKjkcJwchP5wFNOIG0l/JDZmqZnNZCDR0R4DR9+Y4iMkbBaTAXPiS/mvGFrnU2kGdgzE+MwRP2azCg+fEgwmkHf2TuturQYDlsR5lmKACx0aQV1wzqEg/44bhypp2U0TOM/yMmHDcna7PGweiPPxmiDn7PPzg+ogA4myRnZ1Hp/aVEkjFH9QvhRHo2lQmi/fdx67Wa1i/iKE2CWEWAEsB5YLIVYB5492fRVBUJyQrz13mPv2tFLosfHt8xZwVqFqKPQWIolSopa35hQ8XdPJ9zfV0B+OsijLTjiuc9/+Nhr7wnzr9IVkjLLB09JMFw9eu4qfbqqjeiBAfzjM0uwkBFA14GdBigMTBqq6ArgyHeSYTfQKQW1viIXpDvJM4DJqPBOEiyqy+PzZ5aqXwamAxSz7bvQNTOtui9wO7n77Cn61q54ar4xYRdD4whmlvG9ZDq+297Krq5/ry/Mm1i3caGT56nK6PB6c1V08ekU+Dk3jrpdqWFeSyuUrlKxi3jARY/NUxmqR94GQKuE+nWjAXFHkCiFGtor/DPDT0aynDATFCXnsUCcRXVDVE2RzU78yEI5FJNEN+RglTl9r7qUlUSu6wxujMyJv4q+09NLkC47aQABYmZ3MyjwXm3b1ARq9sQh9kThGo4E6X4gMgwV/RMcPZKWYaeqWsqO63iBdBoGe4cAgdC5ckkVR6vTJURRTjNsJzR0Qiw1LMqaBilQXqzOTeb29l3qnlXYdPrK6AIAL8zO4MD9j0vZ1fmk655cOV2v59juXTdq2FbOYihI4WAs5GSftMTOvietDxSUU08cckBgdi1GPWp1RihNSlmoHwGrUyFf9G45NKCw9OMfwlOYn24ZqPTgtGh6L/JTlsJBiG3sVo3yXbUjakZ5sIdspt5FqN5Dmlts2ADarhi3h3sh0WnA55HJOk4HsJPWgPaXISpNJyvWt07rbYDROfX+QchMUmQxsjsK2tlGV11YoRkdWGqSnSPmMqgB4fCwm6B+Ytr/RtvY+XmuZXlnjbENDVjEa72sGGfXOVQRBcUL+fu0qHtjfyoosFxUZqqzgW4hEoasPMo/dsOnWFYWsy3bzvS3VHOn3YzVoXFaSwZfXlZE8jjKn1yzKoTLdyU92V3FwwI/RDqelO2kMBOnUw6yvSKLPr1MdDJKVbibNYuZIX4C1NgMGTeO6daWk5nkmdsyK2YXTIWuhN7VLL2ve1He2b/eHufnJ3dR7g1zlkefxcx0RfvHoLm5fU8gn1xZP+RgU8wSPE7p6obtPGguKt1KcBwdqpuVv9Msdddy1txEduGFRDl9er4oEzDY0TRvg2IaABthHux1lIChOiNGgcd0YK+7MK5rbZRWJgpzjLrIqy01/QoYU1gXZSdZxGQeDLE5zEUt4IOKAZpTbBfDGonQEZUJ5fyRGsslEuhE+m2omBKTmKInYKcmCQojGZFKn0w7uqTXm+8JR6r1BMo0a73Ma6dcFR8I6cQHVfYEp3bdinpGVBi2dsuZ/mkdVMjoWSYk53zQ0TazpDzDYu71qPl/r01DmVNO0OmAA+aiPCSHWjmY9IcSkPABGJTE63OPje5uq2NmpwscKxVH4Q7K03EnKy51fkIZJg9wkK6szR9//4HicmZWKzaDhNpsID+ikW8wYgQyrlTK3fFgUuWxkWjX+lmdngcXArpTUadWoK6YRgwEWl0ipW3XTlEoNBiJRnqhq58p0Bw8X2ii1Gnja5MRgMpBqM3FWnvLyKiYRk0k2AovFpaGgeCuDFZ6mobPxhlwPbosJp9nIxnl8rWvIVnHjfY2B84QQK0drHEwmJ50tHO71c+NTOwnrgn8cbuU3Fy5lQ878PSkUiqOwmKHfd9LFvrSunKvLs8lJsuI6RrWjsfLhxcWU25O49R+7CEcFRgMsrfCwu016dCpSHdQFArzfaibTaKR/SRmnZarowSmN0SilBofrZNnTKfr//q/nDlDX0c+D+TYiBgPmtUu4zmlnw/IgdpOBTJXjophs0jyyjHRv/7RI6OYcnb3yWTQNzeTevTCXc/LSiOg6Ba5Rq1VOSeZokvKoOWkEIRSLD8kX4kAopp94BYViPiEEiNFdEwtTnJNiHAySYrEQjiauTR2isWGvscmkscJi4F0OEw+FdVKVcTA/yE6TcoOaJohPTe8SfzTKZ9PM2DX4i2bH6ExErNx2ZRwopgZNkwZwTPXjeQtCSMMpzT1t8qusJOu8Nw4mgXRN07aOeN16jGUE8IymaduO8/2UctIIQpnHwQeW5PNwdRsXF6WzQiWqKhQSIWTyXJpnRnZfnp7EbRuKuH9XC5dWZLGqxM3dh1rwWM3cWJbBipZWOnQdilQOybxB02Q+ws5DUNsC5QWTtum+cJS7djaxURNc6jTxYMTAecvUuaWYJlLd0NAKgSA41OR0CCGkh8h68pLZvnCM3+9qZFNLP7esLOC84rRpGOCpywSrEXWNQjZ0phCiRdO0TODfmqYdFEK8NJGdjoWTGghJZhOfXlPCx1YUYlWNShSKo4nrx2yQNh0kWUx86fyF/NfGMmyJjrJXlmdhisYw7D0CGkSWlXOtqvwxv3C7IDdDJtCnuSFl4jkvAHfvacFf18pnssy8EhC88+LVGFTtdcV0kZcpK3XVtcCSsqnZhxDg9UOvV5avjsdl1MJkhLws8MxCB+lg/sEo+kTcf6CVn22V3am3tfWz55aNWIzqGh4P09EoTQjRkvjZoWnaw8B6YPYYCIMo40CheBOaJpOTA6EZHcagcQBg6fPCoXr5oFu2AMskTQ4Vc4zSfKlLbus6qYEQjMWwJ5LXg7E4NqMBTdMQQhCMxXGYTSAE68I+NmRbeHYgxrd6dF5WxoFiOrGYISddJirrk9AYLB6XxkA4kpDpeOVrUMZktUjDwGiA/qAsZ22zykTgnAyZ4zMbKiq1dclxjOJerx31fhaMfY4zlTkImqYlAQYhxEDi/UXAt6duj29FlTRRKCaCzQrBmTUQhghFYH+N1KAvLlFh+PlMOCrLnsaPnx/jj0b5W009L7R2cGZWBm7Nzl/2tZKZZOHqsiyeru/kcF+AmxfmsMbbx4Z4hH+H4B5h48dvK56+Y1EoBrFb5WQ+GhuVpOYtCAG+oOwXMNh9fBCLGdI9kJKIuplHTI/icWjtlAaFPyi7Ox+phxUV4HK8dR/x+PRUjOv1QmuXLAU7ikj29ZW5BGM6m1r7uHVloYoeTABt6sucZgEPa9IINQH3CiGentI9vgllICgU40UI8PnBlTTTI0l00m2R7yvLRhVuVpzCRCLyp+X4t/gGf4Anm2T35X+3tBHot9LkD9PkDxGMxWns83Oxw8hFne1kmzR+2h3hjr4YPzt/MetzPNNwEArFmwiGZeRgvLLOI/VyQg0ypyE/S94rhZDGx/EiAkYj5GfL90LIUsLN7bD7MJy+fDiaIQTsOSIn7meukhGIqaK5Q/Y9sVtHnWfmMBu5fW0Rt1M0deNSTApCiBpgxUyOQRkICsV4CYSkp7bIPXX70HX5UEw6QTRACPmgaOuSOl1lHCjcLnkehKPH/l4Igp1eTsNAqqYRF1BrhXUYWWw2sNqhU5hkw27QqIoJPtga5o1AHKMGDiU3VcwE9a1yUmyzHH8iH49DICw73IfDCUmQRX6ORKGtW0qDSvPHF4EAue+yfDn5r2+Bw/WwqFhG66obpXEAMofB6TjhpsZNPC737XHB0gVSBqWYdk71MqfKQFAoxktnj/yZOoUGQlsXHGmAgmxwO2Wd65GhbyGkJrelU3rDSvOnbiyKuYOmSW11KAzt3ZCRSFTv6oMBPz0tnazWdVabRhiTTsApJ01hIXg+rtFqT+Id60v5aijOPw63cklJBismodGfQjFmuvvkz+K8t36n69DTLyfoocjxt2GzQFnBxAtLaBoU5wJCGi7pKVBVf7RBPpUlWetapMyqOG92GgdCgC8gZa6zcXyTgExSnvrO1TOJMhAUivGg63JSnpo8fk/UaIgkHjiNbdCIDGVnpMj9J9mhxwten/QklebPjqQ5xexgabmUOxyshaY2iAuZL6NptMZ0fj4QpTqmk+Zx0BwIUmrUCBoMeCNxOnVBn4AfLCkhxW4lxQ5fOm2KKscoFKMh3TOs//f6pO7eYJAGQU2jjLSaTVBRIg0Bq0X+LhKV740GWVTCOIkRsBS3NBAO1cl8hqLcYannrkNw9prJvyfH4tDSIY/fPfWN0cZFXYssSeuwwYpFM1bpb6o5NU2fYZSBoFCMh85e6cHJy5ra/RTkQEyXeleA5CTpBTYZ5RisZigvlNU9lHGgGEmqG85aBe090sA0GaXRkJLM3a8f4tmOLqwGjXKXg33BEK/FdFanOgkFovT5g2TZLWTalVxNMUsozJHle+tapNSopXP4O7sVFhbLsr4jJ6NTLbdMTpL7rW+BZPewcTBIIHRieeh4aO8GXch7/mzF40r0rAjBG7ulrGtRsXpGzTGUgaBQjIeWDrDbJq3G/HExGmSzK7tV5hkU50p9OUjPmMk48XJ/ilMXo1FOqnIzjvr1/5xRwSXNPeQ5rZR7nNQPBKgd8HNOTjqhuM7zzV2clZ1KsvXU9Pwp5igmk3SI5GbKaJguAAGpnpmRsmianKjnpEuH0cFa+bter4zybj8AJbnSkTQZk+NwIlricUm56WwlJRmy06VEVghp1ORlzo6CHpOEhspBUCgUb8YflOXuplPSM5h3UNssQ7aadsqGbRVTj6ZpnJM/3EW1yOWgKFGu0W4ycmnRFEfGFIqJ4LDJ12zCbIJlC+R7X0DmRPQNyIpHJpOcME+Uzl5pFC0omv3e+AWF0qAZTNqua4GCLOngmu1jHyWnuoGgXI8KxViIx6GmSb7PmsY29RkpMlG53zfcOVOhUCgUsw+nQ0qili2QEqOWjsnZbt+AjFzPNuPoWBgMsuT2oMSqpx92HZaJ5KcAmiYwTuA1F1AGgkIxFmqb5Y0u3TO9Hvy4PpxzYJ8DDweFQqGY72iafFYMBGTC9HgQQiYmhyOyktNcygsyGmWOxkg6eoaLbwz4pQwpcpxyzIoZRUmMFIoxkYgpVpRM3y7jcVklIxSGlYtO2bJxCoVCccqRmSaTqncdhMLc4cp3gzIbIWQRitYuKVtN88jfR2Py9y2d8v0gHte0H8KESE6SuQe6LsvB1rfIxGWHbTganpoMyxbO7DjHwakuMVIGgkIxFgZzAcQkhgiFkA+AwW1HY9JbFI7IikVdvTKCUJI3nKCsUCgUitnPYKnP/dWykzNIJ4/bJaMLXX0yKg1ymZUVgAb7quQzIM0tlzUYZFnTqWq+NpXE47KiVHEuZKbIhnX+oDQeWrtkv4Q5hkpSVigURzNYd7p3YLj51ESpbpQepmNhNEJG6uyuea1QKBSK4+N0wLqlsuxn3wAEgtIoOJwwDEry5HddfbLykaZJh9GqxXISPVeJxeBgnTy2wZw9h10aCs0dUmIEw1GTOYYyEBQKxTCmRJOdQGjytjnYaC0rTeYYWCzDP5NO3U6UCoVCMW/QNHk/H0zaFUJ60Q2G4aTjWFw2NQxHpdzIPMenaB29wx2wRzrUGttkVSOQxsFck03NE+b42adQTDM1TfKmPZlNaiJR+fBYUDi5XT4VCoVCMTvRtLfKhUxGKM6bmfFMNkLIib/bKavvbd0Pa5fIIhv9Pnn8G1fP2ZKnGmCcm0MfNcpAUChGixDg9UFW+vgrGMV1mVPgdEhPkhDSWzRHb5IKhUKhmCC+gExGtllkIq/dKqMLobB8ZqS65040IRaH2iZZdW9lheygHI3BjoPQ1A6eZNkbIX+SmsfNFBoY5ki50vEyR844hWIWMHizdk4goWpf1XDjGJtV3jjj8blR11qhUCgUk097N7R2yve1zVJWGteHv8/PgrKCmRnbWKlqkMcDsGWv/DnY9dlqgcN14HLIvIs5zqku/lUGgkIxWnyJkmxJE6giEYtLL1FeltRmpibLaEJWmtSiKhQKhWJ+4UokIhdky0hBMCQn1clO2H346DKns5muXujskc+zJLvMNYjGwB+Q39c2y+NbXDrnn3eqipFCoRhmsOLCrkMy5FuWL6MAYyHJDu0B6WHxBaTeVFUnUigUivlLRgq0J8vKPmeuHJ48hyMywqzrJ1x9VhCNyn49DruMDlgtsgLTrsOQkiyNHV2HvEwwqannXED9LykUo2XQQNATeQQel7zZjYXiXJnH4Et4VNo6lYGgUCgU8xlNg+x06PHKMqipbhlt3nlI/izInukRnphwBPZWSVlURYk0DvxB+TubRXZTnis5FGNAJSkrFArJ4KR+kPHUp+7qkyVSrRYZhs3NmJShKRQKhWIOk+KWk+kj9TKy3Ngm895gWII02xBCRj3qWuT7JWUySu71we4jUoOzbOEpaRxIiZFKUlYoFCCrS3h9coJvNI69o2VclwlcKcnyRmpSJU0VCoVCgXweVJRKCevBWhlVKMiWz4vZRjgCHT0ysToYltH0BUXS8dXaCYcTHaPzc2RFplMUlYOgUChkolV7t/SSaBp4nGMv0RZMNFfLTlfGgUKhUCiOxu2EDctl5MBskj0DZhvd/XCwRkqfnA6oLIc0t/xux0EpxR2sypc0gYp/ihlHGQgKxWgY8EvjIDtd3rxzxiAN8vqkt8WfqII01siDQqFQKOYHFvP4++xMNfUtUk6UZIeVpUcbAL1e+Zwsy5dV+uZyj4NRoGkqgqBQKGA4QbmsYGze/7oWeVM1GGRt66w01fNAoVAoFHOL9m75PMtMhYVFUmY7iBCyhKnFLJ1np7hxMMjcLtR6cpSBoFCcjGAIWrukt2QsxkEoLI2DjBRZxUHJihQKhUIxF6lulD8zUiEaHzYQIlFpHAz4Zddk4/x5zp3qdpAyEBSKExEMSV1lNAZFxbLE6WgbvPQNyJ9ms4weKBQKhUIxF3ElQU8/7KuSM+M0tzQGuvrkczE/S0bIFacMykBQKE5EKDLc8v5wHXR0w4pFo1s3IxX6fdDSIfWZHpcsa6pyEBQKhUIxl1haLisWRWMyp66nXxoGHheU5skGafOMUzyAoAwEheKEpCTLG+PeKnk3yB1DYzSjQYZcU5KlkdDaKbOaygunarQKhUKhUEw+mjacP6eae6KhJEYKxfxGCKm9tJhh2YLxJRi7nTKC0O+T+QgKhUKhUCjmNKe6cFgZCArFiej3yfKkC4vHZxw0d0gDQwjISYdk5XlRKE5pfAEZLXQ6pG7bblM5SAqFYlxommYEtgLNQojLp3PfykBQKE5EJCp/Jo+j1X0oDDWNMoKwsGh2Nr1RKBSTy8Ha4Z4nIDvJrl82c+NRKBRTgqaJ6djNp4ADwLS31FZuDYXiRAyWJo3GxrZeOAJHGkAg8xCUcaBQzA/CkaM/q/LGCsUpiTaB16i2r2n5wGXAXZM68FGiIggKxYkwJy6RaHT06zS2ybrQQkBJHtisUzM2hUIx+8jPAq9fyoqMRijInukRKRSKSWaakpR/CnwBcE35no6BMhAUihNht4HJBPWtkOo5uZZ4IAA1TZDugdL8iUcOwhGIxY9uaa9QKGYvRbkzPQKFQjENTNA+SNc0beuIz3cIIe4Y2ramXQ50CCG2aZp27sR2NT6UgaBQnAiTEfIzZYt5f+DkScbGxC3Dkzw+48AflN2Xu/tlgqPPL/swZKXBgiKV7KhQKBQKxdynSwix9gTfnwlcqWnapYANSNY07a9CiJumZ3gqB0GhODmBkOyePBovvtUqjYr6lrdqkU9GPA5b90Fnr2xA0z8w3KStvfvoxEeFQqFQKBQzgybbGo33dTKEEF8WQuQLIYqB64HnptM4AGUgKBQnJzNVGgfbD8gOkuIYlQuCYThSD6/ukJKgaAw27RnbfqLx4fdW8/D7JDuUFYyvkpJCoVAoFIpJZ6qTlGcaJTFSKE5Gmkd69PfXwIEaqDZDRYnskAzSaDhQM7y8wSCXT/eMbT82C6ytlJGHlGQZubBaVBUUhUKhUChmEdPZSVkI8QLwwvTsbRhlICgUo8E1wnsficLuw7JxWmaqNBBAVitatkDWPT9QC509MOA/et2TkWQfljKpxGSFQqFQKBQzgJIYKRSjwWaFM1bIpmeDBEIyeTkQkp/LCqTRoGmwoBAsZth5CKoaZNM0hUKhUCgUpwRKYqRQKCRmMyxfCA2t0NguZUQgDYHSvKMlRWYTrFwky6M2d8iXxSxzC4pypWxJoVAoFArFnGSuTPTHizIQFIqxYDBAcR7kZsqGaK1dUnJU2wyt3ZDikiVJB3MHRuYPRKLy1TegDASFQqFQKOYwo6lGNJdRBoJCMR4sZikpKsqVJUi9PggmJEd1LVJmNLLakdUi7ybOJGlgKBQKhUKhUMxSlIGgUEwEkxHyMuULZD5Cr1fmHBgMkJECTsfMjlGhUCgUCsWkMZdyCcaLMhAUisnEYZMvhUKhUCgUpyyadoyeSKcQykBQKBQKhUKhUCjGgIogKBQKhUKhUCgUCok2fY3SZgrVB0GhUCgUCoVCoVAMoSIICoVCoVAoFArFKNE49T3sykBQKBQKhUKhUCjGwKkuMVIGgkKhUCgUCoVCMQZOcfvglI+QKBQKhUKhUCgUijGgIggKhUKhUCgUCsUYUBIjhUKhUCgUCoVCMcQpbh8oA0GhUCgUCoVCoRgtGmA4xS0ElYOgUCgUCoVCoVAohlARBIViNtPrla9oFDJSIdU90yNSKBQKhWLec4oHEJSBoFDMKmIx8AXBH4SOHvD6hr9r64Y1S8DpmLnxKRQKhUIx7xFompjpQUwpykBQKGaSWBzCEQiG4XAdRGPHXzYzFZLs0zY0hUKhUCgUx0ZFEBQKxeTjD0JDK3T2gjiGFyLZOXz3ycmA1GQwm6d1iAqFQqFQKOYnykBQKKYTIaCrFw7UyhII6R5pJACU5kNWGliUIaBQKOYg4Qj0+6QM0m499QvFd/dBQxvkpEN2+kyPRjGNaNqpf3orA0GhmA7icWjplK9QWD5Aly+AQEgaCHmZUJA906NUKOY+QsgIXf+A/BkIQSQq5XxGI5hNYDXLKF1mKlgtMz3iqSUSlcc8lbMZXYfGdhkV1XX5O4cNcjPl5NkwyoKJQkgDIxSW2xnwQyAMyUlyO45ZIrHUdSkHbe2SeWJenzyPUpJnemSKaeQUtw+UgaBQTClCyOTiumb5oHY7oThXRgmqGuWDEKC5A/KzwXaKT1YUiqlCCKhvhdZOea2BnBjbbeBMApNRGuqRqDQcuvqgvgXWLT11jYReL+w+DG4XLC0D0yQ/8uNxaGqXjo9IFNJTID8LfAFo74aqBmhsg8Js6WF/s6EghFwvFIa+AVmYIRAa/t5klP9/zR3ylZ0u5Za6kPdQt/PEhk8gKO+/4Yj8bLeC1QoWE0RiEAzJMRgM0mi0WOQ5EwzJYhHBEEQiENeHpaBx/ehcsbxM6eQ5XC+dPnbbW8chhDQq9EE5qRh+bzCA0TA/XNKnGKd6nwBlICgUU0UkCnuPwEAAXEmwpExORGqb5INwcPKSlSY9mco4UChGj67LiZkvID97/dKT63ZCSR54XGCzHn/9zl7YXw2b9shrMCddLj/V3vbJIBaX3nVdlxPluC4nweGInLwaDXKZtm65fP8AbD8AaR7p2TcaZenkaEwaDSajPOZoTFZSM5nA5ZD3p2BYGgKQmMxH5AQb5OQ/FJGe84qSYQ+62wm5GdDjlUbYkQaobZZjHfzbxhLG2sgcrGQnLCqWBo1BG14+EpVOlrYuaQAOMmgkuJLkvdVkBIE8ts4euX9Nk5N/kPfdkQxOygejHiMxGBIGhUX+vQa7Yg1uz2KRP1PdsgT1niOwea9cXtPk30wXw8bBydA0ee5lpEBhjpKazgFm+21ioigDQaGYKqoapHFQUSINgL4B2LpPPjAKs+VDwGic6VEqFLOfSBR6+uWk2GyWk8uObjmhNRjkNWW3QlGOvK5GI2nJSIFVFVIm0tEjJ58g181Igew0OVEdnED2euWEOBiWE9IkuzTqbYlJpMUkr+epnDV4fXKi3Tdw/GUMBjleTZMGQWm+9ITXt0gv/LGKIowXpx1WLATPMaQ1mgZpbunx7x+QxspIT7zRIP9u1sTf0Gk/fiTHYoaFxdLwC0XkMfoCMgfA6x/O43rzOkU5UuY0ONnWdQhHpQFhNsn9atpwJGPwO7ttbDkUbiesXXK0wTpoVAwaISMNT43h93rCgIjFZWSruUOea2srT/0ZqGJWowwEhWKqGAw1D4bBa5ukV2n90mOHoRUKhZyshSJSHtLvk5OlwUnXmye/OenSaz3eiVSyU75K86HPKyeI/qD0Prd3y/2ZTdIQ0XXpMfa4pKHS3Xf87bqSYPlC6dGeCNGYlEL1eeXfIhyRk92CbDkOk1FObA2JybYt4e0WYlg6A3Kym+oe1s5HY3I7ZpOcmMbicnmTcfh4+wfk38NuHT4Oi1nuZ3AbSfaT/+01TRoQxzIixorZPFzNLckuIz+Df6dIIiIyOBk/1gR/MCpgf1NkSdOGjZXxYrNOPI8sGpNOpEAIXtslcy+Sk+Q56nQMR3oUswCNUz0LQRkICsVEGfQ+6frRE//BkHQkKh8eKW4ZUThcn9DSuuWDTKE4FfAFoDqRVzMonRucwJ2IeFx6xLt6pTc4FBmWZGianCCV5Mnrx2kfnvxOZvTNbJIykUHKC2TEot8nJ88mo5yQp7qHJ926Piy5CYUT8py4/H1TO/+/vTN5buvKzvh334SZIEVSJCXammzZ8tDdbruTqiw6Vaks+r/Kuv+AbHqXbSpV2aQqWSapLLrL3XHHtmzZbWuyJIoSZ8x47+Fm8d2r+wCCAyiSIoDzq0KRAkEAhB4ezvCd7+C7B5QVnjSge/qC3YI05fObrQDVZb6mRyUeB+nZPW9/IBwG+89DUdj/egzyusH0aTPsbxhHwgD464/ZidipsWO0tet+7vtO9mS7V4U8EHjsRKxt8Pibr7ILdtozJ8IrmB5IgiAIwkFs7wH3HrihyKuXgVtvMUB4+IzVzUqJP7PDyY+e8XeUovTo1luT8eEmTCda831w90fKRmYrHPC89wB4us4B4dQ4CK0uUQMPsAr/3UNW7AH+fLbMILyQB0p5oFTcHwyfRwXV9xkgHxYkex4DtHwOQKX/Z4HP9//mDgd3R6HXA569AH58wvPHjausHkvleDrwvP7kOk6YOLdalLe1zWVnj5KtLL7PY29zhyYYC7M8hgo5dl7OQwY3RSh1dmPKSqk8gP8GkANj9X/RWv/DmT3gECQqEYST0ulyMK2Qo+65afSjvk+7v0tV4IObGd2pYgJxZZHB0fomKz6NFrXQx7UCFCaTJGXFcKbMQDtODh6YzQ6jhiGDgiQBWl3nupKtwgfG2jM0A6knrb5rzU5BrcHjttOlHKJlugY/v83qpq2ib+5SrhMGlKusvTS6fjDoCX3qxGfKTCzG/T1gk6VaRhI1jDQF1o1jTy81Q8Yx0OmwIwFQQvXBzfF/TYTXIwzYEUC1/3qteQ5otV2iUDFuXbUm32ubO/sHsz2TxN++drG6QMIgHQB/p7WuK6VCAP+jlPp3rfXvz+sJSIIgCCclTniSvnaFnQCt+SH/eI0/v1QdHogp5bTPsxXgm/u0Z7x+RSo704TWrAQ225SyrG+yE2WPAa2dq0sxz3+vvWQSmrWCVIpVwqwU4SiqZQYIhTwf00rkXtkwmsdPe65i2YmBeoNfAQYiuYj3sbrM94Ct9nsek+a3V9z9dWPaYb7c4nNengeuZjoK485uHfj+If9vlFmCOFvZf7s4Ab76nkGc5/E18zx2F2fKwFKOHYP5WTkfCAejjMvTMLcjO7ugNY9HW1Doxvx+7SXw+y8pU5qdcZ09Od5G5OxeL621BlA3/wzN5RQdBo5GEgRBGBXrwmG9sG2FTylW/L64xyrrAyMROCwAWphjK/nxGk/et6/JSfoi0e4A2zVW8cqFw20zDyJJTZBtbChbHaBWZ4BojyWlGLTfeovVeYDJ5dN1Di3OVfh7LbM06uYqn0tqrCx3a+xOVSvsFPi+Oy5tpbHbBeKUX5+sA5/fZQdiUKYwDJsMVMrA9SoDX2vneFyikEnw9SujvX7jwtaOS9zyEV13Bqv/u3Xg/k+UYH14S5IA4WxRisPcpYEFc1cuOwco6+Dle/2uTjZ5BfhvO/wdBq4wMFOaYjtWdeYzCEopH8CfALwD4B+11n840wccQBIEQTgO7Q4lATt7PKlaJ5UgoG7a4nnAnZvA518z1//qe+CTOwefRJVihTgKaaG4MGfaycK5oDWHY9eNZabvs02/usRg/KvvGeADHDpfXc7IeUzQn3VPCXxKyHyfFf16082nWDzFCvHVy8YqM0fPedttupzRvV9ZBO4/YdJQMr9z5XJ/ULk03+9YcxyuXGYVMU6YwEYRn5eXceZQyujsI5mROQ4ri0wAdus8NrKxQ6/HeYsXWzxnvHd99NkEQTgtinmgaByX4hh4sU2pUsss7rTWvvbcpxSgTaGjG/cXFfIRz2fVMrC0MGXnitdKEBaUUn/M/Pt3WuvfZW+gtU4B/EIpNQvgX5VSH2mtv36dBx2FafqfFM6b9U0OKlprvMhopX3TTs/nnAOQldtcRBotVnEBBnQrC651u7yw3ynCOogszNKN4v4T7kI4CKWow/7pOdBoSoJwXqQpd1U83zQVsRwD5sdrTiYGAL+8ww/L7x/1X5/PmRZ9hR+KWvNYefCUPy/kXAfJ3nbURVxRePixA5xsA2sUUhonnB5KMTkA+H/mm83NzTaPie09I7talv0nwsUhDFl4OC5aM3FotlgsqzVYCNnY4WD+X308xV2FkdjQWn92nBtqrXeUUv8J4DcAJEEQxpQk4QdiMU8nDsBpnI/i/RvHs0W0NFr8AJ4pH33b12GwMvt8020W3amx8tLu8vnYraO+xyr0XsO5tByGta9b26Au25fBxDNBa36gbeywrR4nDNqy8x+7NdclKuadC9WvPnJbUW11fdj9b+8xEZgUbb1wPLLbcu89YMfASsg8RfngyuIbeWqCcGpYqVG1wgvAxPjP94z98PR8dp2xi9EigNgkBwUAfw/gt2f2gEOQBGFcSJLxsCf7ab2/ymr1jFkUho/abO70JwjWZ9wuAsou5dnc4XBvr0cdr7Vys3rrfM4tKDsIrXliK+YPr3gUcpQJrb1kO7ZaoZbcLkp6tOY02mWj9exp4M/f8fkdVQG23LjKv2lje7RESTiYOHFSn1qTQ7a2PX6pyuSgOpBgZj/4BlHq8OqvUrxfYfoo5IFff8rjrdUGusZlqpBnESMvjjHCBLJbo5tfPgfcuTFl3bEzjcdWAPyTmUPwAPyz1vrfzvIBB5EEYRz4r4xMrZindnVxzgXMVspTLjKYtXKG1FgNvrXMavZBdIyt3mlYni3MMUHwfbYtbaXd81hFaxtbRDuIaf8Oz2Pb8ruH1Dm2Ou55WXyz5TNNGfhZp4+n68O3mpaL/HD2jDY8Cvm6lIp8vMdrrCIrBVwy21hf6dDNfdvqcaUIhCscLt2p8zlaCQFgtpGaToEdDFueZ8WwXDzeazc/y/+7py8kQTgNnqwDD5/yfaAUk7eleSYEc7KkTjgD7IZnQZhk4oSfgfUm9y3kQuDn702Vbao64yFlrfWXAD45swc4BvIJeR5ozWDX96hXtwNA2bXwg5VuOyA02K5rtvs10r/+1AU69SYvgzx94WzO8hGD157R0NuhW4B6+nfffj3fbRtYb+2y61HI8W9emO3X6scJNfdP1qnTt0QhTzbVstsYGYXOIz4xC5dyIZMe3/iod2MmFZ55Pbf3GPzXG/xbk2S4W8vVywAUEwzfuDZ0unz+j9aYkPU0Owf2932PFUHrGJOL+t0dRtGYW6xvfKd7cWcxxom9Brf6AkwKbl8TP3lBEISTYGcFGy0O2q9vup+Vi8BH70xVcjAtSIJw2iQJ30T1FoPTehNotPvtDH3PuQMADFxykZHemAEga6Fpf8d6ZXuKgWqc8Lr//Za3yUe0MNQ93oeGk/e0O0wSwmD/LEC5SP11nPA29SblOtt7/F0r38kZv+XjtA/fv86qwrOX7rqHEXBrlR0GmxTdXOWl1+Pf5HuHB3EHVdWV4uuXPUEV8nRqyZKm7GBYZ5nFOWdb+c5b/bdNEj7/3Tpf5zAAigUmQKe11XSnxjkNa30ZJ0ykbq2+/n1PO9nE+sUWXWMEQRCE0Wh3gbs/uOKjUpyTq5ZdwXFKiy9nbXP6ppEEYRi9Ht8MrQ6DdbsAqBuz6r5nAv9ezw0t2qA+G4CHgbEzNE4mqdHUp6lbe661kdPERs6mgMCj7WBWTpOkDFqTjGRHGTG/1rxtXju/YuthPDfT71mepkCzYzyPo/43drVCj+6fnjtd9qCjSz5i9TxnJExp6iRB2eHNMKBsx/d5u61d6uvfu85ORRbviMTgtPD94Z7QwwiC/iVPp4V1ull7yQQkCnlszM3wOLtUvfhzJheRXo9J+V6dya1dGlbIcbeAvKaCIAjHp9Nl0fDpC8Ymt1aBcomfnyLPNEx2YiT/y4P0ehwutRp5gDaVWvcP2xZybmjYU/x3pcSvpQJ17rnw4gUmVl8/jMU5VrB7PdcpiBMmRLEZFq41GYBZ+ZNvhnPnZpiQ2G2s9vbtJhMbgMHw3My5/JlvHK2ds1HbuBy1Ok4mBdDj/saqW0YjHI9ej4m6ldRZmz27BTgfce5maf54yaAgCILgeLEJ3HvIz7HFOX5OFU6wJHLCURctvjtlJEEYpBu75OCzDxmMrG0wiLM+5pXS5GbQgy4tYfD6vvxJympEITe5rUitaZ25sc3gtdnutz20C6cW5tjRsV0dgaQ9bvjtxO5r2qNkLs0knFaOZfE8Dh+vXAaqJdfdEgRBEEan1gC+fUAVwXvXKdcVhpBZKjmhjG+UqzXttXK5gzNbK7c57D7aHWrBt3apN7faf2urCTgnG+FkBD4QjFElt9XmDAXALokGpVRpz8ioAKiMxMt2TNpdJytbWeDxUyxQQhSMgUXteRInlFlt7rhtxAfheZTjRSE7c4uX+JqWi/wqr6sgCMLpsLbBIuFH7+xfAipMFeP7v19rAP/3Pb8vm8HRNHVa/W7CoC2fo5Y8q+e3Fd5aRv6SC1kpjyIGc8e1phQmj27sNOxZfJ9VFSs3swlo4LnNtEvzErAOw7pQ7dSYiNcafP0qJc5d5CM3aG43b/uevJaCIAjnSZK4DeBnvYR0zJEh5YuK3VJqh3W3dhnABT6z3mLB2V3ee9D/u57H35+vGrvKslQiBUe1Aty5SclQt8sKd6fLk+bWLvDJ++N34rQ2dZ0uu2ZNs/G5kGMLuVw8HdlcNwaaLTp3tdqUA7U6/B4w+wiKtJddXpAZAUEQhIvEW8ucO/zyL8Cnd0RidCgTKpk2XMwEYWMbePyc34cB5QWFPAdoiyagCALquHfrDHJWje3WoP7YbstVcIu2ogs4PCxcDLb3KH1ptFhBAfZbu65tjFeC0O4APzwGtmv9cxHZLddKAXMVYHmRQ2mjkiTA3R/ZIbB4nhvavzzHxGumNGWbNgVBEMaISgn42W1aqH9+t3/Pz/LCyT4fJhTpILwJ7v7Ir55iQlBvAt1N4MFTVh+vrXDY8/0btOR8vkmvc4BJw+oSE4jAp0yhXBS5gnA8Hq1xtmV+lgmpUka2lvJEeanKIHcc0JoWdQ+eAFDc7DxXddu2PeWse7f3+B765kfgg1ujfwi83GFy8PYKE/VSQRJxQRCEcSDtUZLdM9LZNAXeXmbM1e7wArCD/ssPDnZCFCaKi5kg3L7OoCZOWG28MscZgeebDN7u/gh8/C6DtXfeps953dhv/rQOfP3D/vu0y7l8n4GRXTqWi5gxl4s86KW6Od3EZljW9xhMn/dW416PDj756PWC624M/OUxu3Hz5n2SHzLMb3X/czNcmPfFPW4gtsnRsR+vy69Jwg+RrV1+0MRJZo9H6mY3ej3g3Wvc/SAIgiC8GV5u8bMiu5w1i1Vd+GY/U3Qxw8bzRiklNqdvhJUFShKerDPAefh0/22yVodKMcivlLg9t9F0S7xsYGIDlTRlltwzjjQ7Ndd9AFj5XFmkRlqYPt55m2vkN7aBl9usoszPvv62SHu8KdV/ybK9B/zlEY/tUoGdssVjBNCdLrsAttJTb/G+AODGVWpKjzqRac3ExPeAepfvlSg8/t+3ssjXbD3zXlIKCDOyPjvn4ynKtO7/5BbvCYIgCOfL8w3gu4csjt646mY6rTw0H0nR9FAkQXgz+D5dYa5dcYOPQcBL6B980AY+tc6j0OnSVWV9k4OpPzxmgHbe1WPhzTM3w0v7CvDtfUqOHplN0r5njr+AJ85CnkGv3c58WALxaGAjNWB2TnhG/uYxuM9HrOQ/fMbLUQlCvQn86Zv+6/I5Jrgri26YH2ASkCQcurbbr1sdvreabbfA7SSWrFEIfPrh/ut7PddBiGOXqJeLfO5f3GMHcHVptMcTBEEQTk6tQQlRqQB8ckfkoCdAyZDyBSAKD69mdmMGcwD14VHIgKuXArGxPU1SBnAzZd6mp43bSouByl6D3QWAiUFRJvenmnyOJ81uzGp8u9Mf6DbawOauG/L1FNfQV4qcmykVWIEJfB534ZCEVmvX4bL4PncDANTzH0W96b73PCOT8xj4P3zK47wbu0t2GzjAZKeYZyJiZXaDyU7W1hXgXgibbHSMM1L20u66RGDw8SxKMRnSkD0jgiAI58nmjpNiH+dzRphKxiNBOIp607mnZF1ULNb6NEnYUsuiFAOky5eYOMxWhmu1hekkCrnbYBi9HoNhm2DW6jy+0l7/7TyPx6CV2Nig2feNBCdkgpH23B6P1aXj6fOX5nm/dr+AldNZGZ2GmbUJgVLedUCikAG63fsR+LzOJgZpygHnvTr/toP0qVkC3800VErufRf67nHtY4eBVKwEQRDeBEGmYPXDYyYMt69J7DMyk/0ZNhkJwqUq8De/cMHM8w23mdXzKAV59xpQLpgFaQ1WWYumyvs62nJherH7NGyCCRgtf5edqXbXda9s4G8r7oObg33fSZXmq/za04B/xAkoNUlAGLIDYPccdDqHbyc+CLukzO5MKOb5/irkzQZp83wUGPTbhCAXilZVEARhHKhWgL/9jIWf9U3g/hPgD19x3m6+SpmtJAtHIEPK40MYmIN7lhruWoPDmvUGByIfPePqcBuECcJZoBRPrEedXO1QcLuTkbq1ODC/ZmcBAmD1MnB1iRWfdscd1w1zsfZzllzEzsDcjEterKUplCl4KECbbkW2a5GVC/kecOfG6PM8giAIwngQBuxWL8wCz14CLzadxDUKaVldKVFdURaXx/1IgjB+KMVZg0oJuLvL62S5h3CRsBr8fNQ/DG87EPUmE9uHz9gR8zy3uA1g4F8pcnFNucBuWC6UbpggCIIwGvkccHOVTkbNNrCzB+w2qMp4ue1uZ3fo2K+zlameIZMh5VGxg5dZi9EkZfBSLp6v7ni37rLhZgt48pxSDGutOOHtIWEMyXYgFuY4W/DDY7fFcrbCZMCf7BOTIAiCcM4o5VQWV8113djM2DWAVpsGGFlTl+tXWLDKzpmFgRSrJoDDEwStuVm1E7uDxve4BGm3zkD7klkmVWsw09xrHHx/vs+WlXUSsoOMZ4UdDO3EwOPn/T+zWm97UL86uH3nBQwYv3rglTzDP4EFpCCclNkK8NkQ+1BBEARBOGuikBKkhVl3nV2C+e19drkHUcrMMlQpX+3GQNd87aWuCPaqI5FnEXnsYqtxe76jcXiC0OrQyrFc5LY9q42OQgYurXb/wVEqcClTFDpnFN98bbWBnTorolu77nc8z9iYBqzuW3eVQp4HTyE3mu5Na+qqfY/P+1cfueutw8tenUvYBpOG41ApctW4IAiCIAjCtKEUY7Wf3WbQn11GGydUbLzY4l4pwGxhDhnjBQEltBs7/TbYSo3Z7ikFNdUJgu8Bn33AYF1rdyBYu0aA1+3WmRwctjugUgIuG7vIOGGnodHk78cms2y1gd1avy884Gwisxc/4Ff7vLIXi1JMLuwyKvt9EHCIc2WRXQPfo+NMo8kB0FZ7/3OwhCNslxUEQRAEQZhElDIudkN+dnOV8VgYDC/y2nk7u7Cz1R6rIWia+k1zgpAzlXzg4AMhCkcfAA4Dtp/mq8N/niQ8YOy213jAKjI2P09Sl8lGZsYhMnKhXo+dhNQ4tWS/b7aArR3aSA7DMzrwXOjuOxe5VpsgCIIgCIIwHM873M0vO28nHjIXkovpYhQEQCU42+l423lod+kZ75klT3nTApvwzFAQBEEQBEE4KZM9iH0xE4Tz4FVHJAJQftPPRhAEQRAEQRgTpnsGQRAEQRAEQRCEDGb56AQz2f0RQRAEQRAEQRBGQjoIgiAIgiAIgjAC0+1iJAiCIAiCIAjCAJMtwpEEQRAEQRAEQRBGYNKHlCc7/REEQRAEQRAEYSSU1gcsCwOglPrjOT4XQRAEQRAEYXrZ0Fr/5k0/iaNQSv0HgIXXuIsL/3cemiAIgiAIgiAIgjBdiMRIEARBEARBEIRXSIIgCIIgCIIgCMIrJEEQBEEQBEEQBOEVkiAIgiAIgiAIgvAKSRAEQRAEQRAEQXjF/wPx+WHoF4T92AAAAABJRU5ErkJggg==\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAwgAAAFdCAYAAACn2Up6AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8rg+JYAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOz9d5QkeXbfh37CpjflfbU30z093uzOzhqYNfAAiSVBPJAQJJF8MqBI8QjkOyJB0eiRFPnkQEkkJFCgQArAQgDh1gPYXayfmR3f3lSX95U+MzLc7/1xIyqzqqt7unu6p83m95w8acJH/uL+rvneezWlFD300EMPPfTQQw899NBDDwD6vT6BHnrooYceeuihhx566OH+Qc9A6KGHHnrooYceeuihhx620TMQeuihhx566KGHHnrooYdt9AyEHnrooYceeuihhx566GEbPQOhhx566KGHHnrooYceethGz0DooYceeuihhx566KGHHrZh3mjhJz7xCbWxsfFenUsPPfTQQw899NBDD9+l+M53vvN5pdQn7vV5vBOM1JhSQfu2t1de6b6/zhsaCBsbG7zyyivv1bn00EMPPfTQQw899PBdCk3TBu/1OdwMVNAmMfrx297emf+N+/46b2gg9NBDDz300EMPPfTQQw9d0DQ07eFm6fcMhB566KGHHnrooYceerhJaID2kKfx9gyEHnrooYceeuihhx56uGn0Igg99NBDDz300EMPPfTQQxcedgPh4b66HnrooYceeuihhx566OGW0Isg9NBDDz300EMPPfTQwy1A07R7fQp3FT0DoYceeuihhx566KGHHm4aGg87CadnIPTQQw899NBDDz300MMtoJeD0EMPPfTQQw899NBDDz1816AXQeihh24o1XlXCjQNdL3zWxBCEMgrXha/65p8fpB5iUEAbS8q8tx1LfF7tQFbFWi0QIUQKnltfw4723XvY/dv7PGbroNtQdKGZKLzbpkP9j3toYceeujhoYJMXw+3j71nIPTwcCIM5aXrOxX8lQ2oN8FxwfPADzqv2DjohqaJ0hpE69wMYmNht/Gg62DoYJpgGvJKJiCdhFQCEvZ7pwgrBU5bFP16S94bTWi133lbQ4dsWq5D232tWmf/io6htef36BUSGRgeVOrg+zuPp+tdRkNkOBg69BXkvvXQQw899NDDewqt1yithx7uS8QGQKjA88H15L3lQLkG1bosAzAMKGbB9aHWkO9JWxT/VFK+m8beXu943/E6phF91kXhDbs8592fldq1LHr3A3Bb8u75O42SiWE4PL3zGuOIhR/IZ+IIR9e9MAzIpuR8lRLjp9aQl+uJEp1OQioF6YSsv7YF52Y6+0glIJOC4QH5vCOSQkeZz6SgkO0YXTeLRkuMDz06x+77EUSGl2nIsXxf1nXa8u560HTk1Q1dgw8+fWvn0UMPPfTQQw93AL0IQg893C/YKMPFWVEud3uZu5FJwdiQGAFBCG1XjAY/gEcOwnD/e3bK+L54xeOIheeLodJ2r41alKrw6llZttt4eCeYplx3o9W5N3H0Y21r57q6Lsp5NywTpschl76967wRlIJXTt+5/SUTkM/A5Ihcq7fHy/WiZYEYEt1RG9MUg6mYu3Pn1EMPPfTQQw8PEXoGQg/3H8o1UZYts+NtTlhwYbajNNsWjA/JOqYp77Yl65nXGdZxTsF7hZUNOH/12t9TkRc/nxHvea3ZWWYakMmDZQmNxuiKWOiGRDhg53V4HmxVodmCwSLkMqLoZ1IdY6DVluVNR5TmWkOiLDGqDXjtLHzoLnjkNQ0ePQKzS/J9+7q63kGU+vjV9uTe6LpcRxiK8QMSWdA1eO3c9Y0oTQM7GhtxpGK3QTY6CMf23/nr7aGHBxW+L84M1xNHRRBE8iRz61HDHnp4qKH1Igg99PCeIAxhvQSLa6K87gVdF+U69hAvrMJAAbIZMQ4MXZa1vWu5793KqGncnclOqUjxbogyu9tzD3Kee/H8+/Lw2NHbP/bwwPWXxUp2JrX38jCEUg0yyds//jthoCCvW0G3Qff6+c7vSVuoYf0FuZ9WZCBa0WfblGtutMT4ajSjHIuWjI8Y1fp7bzTeCwSBRK08T641HdHq3CjnQ48iTfHrfrsf6yUoV6Nr8AEl16CQ8/U8+W+DUJ5vy4LDUxJp6uHG8HyoRA6ZUk2M772Mbl0XauFAEUYGRIb20MN3OXoGQg893G00HThzWSb5TEqUZYAj+0TZ0zRRvBfXYaPUmcD8AFa35HWrOHEQhu4Q1Ugpqewzt9Lxysd0FreLyhPTgEYHxcOfTYuCc689c7p+68r7e4FuRfXRQ6IgphI7f59bvjZKY1ty7+OcBV0XhbK/0DGUMqn7Uxm+GcTRkKTd+c3zRbkLleThxPdkLzoZSKSt7e29/4QF6ZSMz4QldL17OUbPXL72t0r92t+60ZeDiZG7cz4PA4IQvvl6lNcUoT8Pw33y3ycssKNiAJW6GGilGlyag5kFMRLGh6/vdOihh4ccUovvAZw/bgE9A6GHe4/1LTEOUgk4OCnc8N0KSSEnrzAUxcZpSwi81RaFqFITBfJmYFuQz97aOXYnRJcqO3MKmtE5JGxJMh7qk2WvnNm5D98XhXRyRDzdPdw8THNv6tjM4rW/uZ4ot+PDYmzuNioeJPgBLKzIGHOiVxwFGSiK4eO0xcu+F7qNA8uUbdrR2O0ryFiFznPktKHhRB7lqiwbGby3HXNOHZHzC0O4snDt8ny2Y/DFxk0+896f54MEDYnC1bvojf1FoW3uflaG+jrjpNqApTVY3oCldTEqHj3y4D5fPfTQw3XR01J62Bu3Qr2o1OGtC8JTjfMBkrYoZsmEvO9W7mLFRdNgekzoAvMr8NbFa/d/8hAMRhNUTDPaXd7SD+Dbb15bivSxo2JwtN1OourNYGZRvNPXg6Z1qC1JG6ZHZRINwkiRc8XzulWRY8fYqtxa8nEPN8aHnpaozVuXhEoz1AdH9z88FIhWG2ajcVjISo5JMiHjbHFNxpOGeHQHiuLxVUoM5vWSjMMYni95MTHqrZ3fdyOVEKP8XqO/K7o1OSLPU6MVVSHbQ7b08M7QdXj6hHwOQjh7RaIDc8syzvLZTunlmManaWJ45Q+II+fMZSjXpXjE4poYmJrWqYiWj/bTHenqoYeHBr0chB6+27C4Jsmk3i5v/KkjOyfqbrx+Tt7Ltevv17Zg35goza4HL73VKUNqGjKRTI2KB9BxdyrnycT1DRbXE2/WwurefQoSEY3kVvnI2V3VfIb6xAAyDCkV6kXJfI4rBsH8Clyc27s6UC7TMZZGB+Re9HBn0GjBmxeEd/7YkVuPDN3vyKXh6D5J0Hd9GE6LMWAYcGDi+tsNFOHglIzNszM7E9JBvOxDRRnHyURX0njUNyRhS3TifvMMx89yL7/gzsHQxQmzvNEpEb07IhVXRIOdpYkTthgKqUSHGtpoyb4W1zrbH90nsr+HHh4W9Bql9fBdg5hHf2lu7+Wb5esbCIen4NL89fet66LIX5yD+VV44njHOEgnRaneqsjLtuCpR4RDfGleJpvvRFSdmNevaeL1iqvT7IXhflGgblWR8H2hVtRbMuHFNIu+vExwSkmkIuZvx0mfqaSsEzfySiWjhl4PiSf7fkWtIWPp1JGHlw89FlXrmluWZ2hmUfJYCjkxIK6XS6GUGBbVeqchX60R0eJaMBtVherPw0CfKIoDxfvPKOjh7kPThF40HinxbTd6eeDG75HMMw2RvZvlKDJryNwQhlIhzTTEYIirjsH181166OEBRs9A6OHBhFLiDarUOk21lOqUkZwYFmUgxtuXREG/Hq5nHIAoMN1NyZQSD1OjJRzX7gZXTlRu8+QhSaTc3fzK9eBbb3a+nzgoXvrYa+UHMhFtVyQyYW3z2spAa1vyevwoFPPXP3eQ8206ojxdXepQgtJJubaR/ut7pre7AYdy7kEo+1Gq08XZtoSCdK+TkR9GxPc0TnB/WDHYJ89rtQGLqxIxW1iVZakEPHeqs24YyrO1WZFn5si05GP4Pnz99c56uYyM1a2qvAA++FTPQOhBIgOJG1CD3r7UyfnyA8lHiKvDaYj8M035nLQl56XWkDHXQw8PBTTubXLW3UfPQHiYoJQoBRsl8e7s9q5rmghxzxdlqttAGOqL+MxahyOfiPII+nIR7znY2yOu60IPuh7CUI4ZK/cxfeeFJ8SAWVgTT/1e1Va07go7Wifh1PM6vNf4OidHhDrRbHWUp1rzxgaCUkJ36uZqjw5IBaW9FHpNg+cfE4Ok0ZQKSpvlaw2d3TDe4R71cGvwfYnyxF7Ks1fk9cLjQjd6GKFpwg8vZMWIjQ3pVltogX15GbMbJTGORwbk2Ynzd+Lt49KmtUYnAmbdQn5ODx3EXb59v1Ndqi//cBurAMf3i8w0zajk9IrkIqjIaIgrtlVqIvtrTTEiJoYlupvLdCooddujmtZzpPTQw32CnoHwMMD3O5zPOOQ7UJRXwhIvfr0pk1dcHjBUQieyrY4h8PxjUla07ck7RMm6qzATNbkq5oTO8U5C3PejnARNDItqXY7t+aIst9qyr+F+UbCvh9OXdn5PWJLUbBid5M0YMS+2kBNFKIgoSHPLsiyumx6X8EtYch+6jQMQL+2Nri9WquJa7N3nbxpS9SWXln2HoShjo4OddWIDLH7XtJ7X9mahlCjG7nUoC632w2sgdCNhw5PHRSkrVyXydXWps7wvL03guseVYQi9L4bvd6JcPeyEUp2GYXHkMn73A3FMVBs7CxB048CEyKmHCWEo80ilLvclHlvL63K/xodkzsmkOknN56/uTIRfWoeVTZGJu/PcYqQSYkDks52mjz352MN9iB7FqIf7H920AdsSoRrXQo+V5ri6UNy1dmlt7xrpmiYRg6F+8cYvRcJ/sCi8+vkV+OYbQjmKlf3+wrUJaEvrO0tQxo12chk5ZiEHq5vifTswEdGh6ntHEfoL4g31A7g4KzzssSG51iAEFZUgXd6Q1/Wg0aFb7Ubc2Tif6XhcbwbD/WLorG3J9dSbQgGJG7fF5VEvz8v79SoYxYpawpJzyGXl/X5MFL3XiO93jJEBOH7g3p3PvUJcJQZEYavWZXzrmkTN3mnc9Kr/CGKKYb0pUZV6U6JTQfDO28LecjS8nqC5D6DUToMnCGW+WFqX3+L8rjCUCG4xK+tVG53r1LWOLLVMqRa3V9Tk2P6d3crrTYn0ZdM7C0HEcjFUEpkt1zrPeDIB+8flOb/foZQ4pMpR07n4XsZOoDiKn0pG1fii93Tywe3L8l0KrVfFqIcHAtNjEj2IFdKWI8JmuL9Tsk4Dzs2IEj7UJ9tkUp3JIa6DXm+KV3KrGoV7NQiU/DY5Isr86qYIwIQtSslWVY7VTT/a7ZXUgEcO7qz/H3dPnhzpKNS1hkQwshmZmMo1oT4dPyDb+lGpxpWNTmUjXZeRvN0hWQk/djfFaq85O5WQ44/tUf/7ZmFbso/JEbmPpUonUqNH56d1vWt0JgulOpGGMJTt10sdQ8cwYGoE9o3f3rk9bNA0GUfHDwgt7eqSjMdDk98dkYPrwbZuzbD9bkYQKbuVyCmxQ/GNuo6P9Iti2nQkSuB6Ipf8XV7vuOxyXM45lZD+ErvLMN8LKCXnGyo593K1U6Uo2MMRk0qI0h47K3QdgigSbJowNtiZT26Un3AjZNPw7KM3d+5tT+T83LI4hh4EA2F+RWRSNi33yTTEyIpz1eL/pNW+tuS1rkvBD9uS6HjC6nSI3x357hkT9wW0Xg5CD/c9DkzcuOQhSDWTWGndLEuuwl7e+hiWKQKumz6zsCohZMsUxTX2NmVSsLuj4FCfeFA0TRTetgtvnO/kMviBGCOTIyJQ51dku4TdqR5Ub0gy8+nLcOGqRBJykYffNsUwqTc7ynVMKVJKIhRxRSE9SmjWtU4FpCCqwrGyIRGJwb47U340lYDUsCSF3i6UkgmkWpco0NUloTsMFuUe9CYGiV5198xw3O9uA6GHm0OrLTlHMbJpUXxzGfmsaaK4bZTFox4jaUM+DalURC+MvL/3q6JWqkrUsruSEMi5jwzI+3ZpW0NeufS9pZsFgeQq1Bry6qZwTT4g+Vsrm/KulNzjvijS3ooMTaXAiAzKvrwYni1HIlZKye8XZ2Wc3qBqOCAFBXr0wB7uInoGwoOIhRVR8BN2pOwGXQlfWseTZRidKEA2LVEDU+9Un4i92ot79BDw/J3GQWwUOG15Nw3xZAwUpb+BsUtQxV2FQZJz55bFG+e0ZV3bkoS1/eMwt9LZLi6vF0PTZEJb3ZRJuxuW2aFOxV55BaDEcCjXd1Y+gmh9Q7xT8W/3g7evG905DumkRIfWS2LMjA+Ll+l+VEreK1TqwnvuxvXK3fbQA0SllKtCrQSRP88+KnIsCEWmxjIKxOkxPSrdhbPpa+Xb/Yyri5EH2paGZoYhMq+Qu/96sCglCfa788mStlAsC6OdbugPAh4/CutbIq935wXFEWTUzsqCIOPwkYNyrY8cgs1SZCQ1r41agcyd381zwH2CHsWoh/sLYQiXFzrf08mOFygOYW6Wr58ApmnC4R4bFOVe1yWcfvaKhEI1TYyIdEomyUzkMdvtqYiT+FoOlGpyDoXs3h4NXRNvm+uLpy6dlO09X4yDwaIYCqubMkl3lyx9e1eScty9uJgHon20XfCjKELMrzUNmdjNKO9CIZWPHFfOp7/QiTYkE3Ls+D5m0/dPFZKYZx6GktOxsCrX+8jBB0tpuZO4OLvTM6ppQoOIGzX10EM3zs90PLuWKcrV5IjIiHJNopOttijQh4ak8lMqeU9PeU9U6x2vetsVwyamKuqRshgE4jwCWWfkPm/M2HKuNQ4StswTTadTzGKr0qF5KSX/XXf0w9RFTl7Po952RcbHDqXdVbss8/ZpU7vPfXJUXm1X/jPbkuNuVeR6PT+qKJbrGD/dyn4uLS/oUJL8yBGo6zJ/9nDvoWloD7mR1jMQHjToOjxxDF4/L98fO7q3YIujCtt1+iPD4cqChJ9LVRGKg32QTcHjxyNFuquyTozuqjubZQmHlqsdylI3nnxEPD8x1raEJhOGIijXt67dZnFNKiOdvyrCcv+4GCjx+cSUm7jDs0IMnGZLtq02rt2nH4iQXlqTbXcnB2u6XMP1kE6KATU+dH90bdV1ODQl//XleaFrPXr4/p787xTKNemWHCfydfOnp0bFS9pDD3uh1uwYBwDve0yeJd8XQ3NpXbzVjx298wam64m8sq1Og8d3gzcvyNjXNZED3U4hFXmlTV0UT9eVPK773YmQTsEzJyWyHDucGi3xnqeSMk+9cvrm9pXPSr7Wdg5FFCE3dFhcl0j5jZBLy3w43H9nZH7ClmIfYQhfffXa5XG36skRke17QdOEOvldIOYfRPQiCD3cX6g3xatumpKoeT2vR5ww3N0XYa/KGjFV4+KcTJSOK8Ixbg62siHUntjz312ybi8kIknWaElSdL3ZWTY9KsnAcYQgFvxBIOcIcHS/eIxAJo2ZRZks4m3Gh2D/hJzHlQUxKA5MiNc/Ycv6m2UR9pfm5LwnRyK6TkrWX16/NvSbTYvBEVNVmg40V8Tr88zJG1/ze4nJEbnOc1ekw/TRfTv7WTxMiJv9bZTkcyPqe9CXlzGSSb67XI8eHl74gcjJSk2e7768yAlNE0/y5XlR3ieG5fc72fHc96NjdzlQNK2TXDo8IMcFOY/1khi6E+8wlnVdFNjd5WsfdMSR6r2wtiVGwujgzuTcbmptEIicvroEp/dwWsWwTHj6hESyvah8bZw713JEzswsSlT76RN3htYUhLBV7nzfTTECGSdrW12UWUM+b1OSevhuhKZp/xr4YWBNKfVo9Fs/8JvAfuAq8OeUUqW7dQ49A+FBQqMlXiRdl3rm1xNgSonAubKws158KiHUnP68KP+WCd9+S0KhuYwsH7JFIY/DvoYhYepqvWMcmAY8dUKE7PK6HEsBz57sGCxxF+VuZNKdKiFKiYGzvCHrLazKfi/OwsQIhEFHie8viFdnsE8U+XJVrm2wTzotdwvR4wfEMNksy4R7aA++/vSYTNIvvSXnYZmSEB0bUN3lUJuOJMMO9sFQ8f4oDTnUB/60JJ5fXnh4DYTzV0WZ2419Y+Il7aGHvVBtSHf1Sk0cCgcmOs/tzKLQGHMZiVre6c6+SomzpVKXymPpZESNcTulaGcWROHVNTnHtivOjDAUWVSti/yMyyKHoZy/58vzMD50/c7uDxuG++W1G6axkyKUy3RKYXeXaY3LTAeh/Bc36hA9PSbOsNOX5D86cejdn/+bF+T/NI1Ob564aajny/nVGkLx3Q1N61ChYmpUPnJ49ZKT7zk07noVo18F/gXwf3X99reBP1ZK/RNN0/529P1v3a0TuLG24/lSXca2RDG7n2uyd9caflhx5rL8J9mUeCXy2U7ljW7EilXSllFsGCLs9gqhP39q73vWdkVwFfMioJQSRblUFeFWa4jgzmfF+/XKGWmmduKgbD9YFO923MgpVOJVG+4XBc+2hOtrmhL6LUWlUpfWxUgACQ1Pj4mi3+3hixMJ941de+6mIZWPWu1ruZ3dSNoynhstuUeFnAjfuFKS045KINbl3C5U4KIm5zNQiCZ8Xz7fCe7qraBSg0vzUQO2ATHSig9QIt/NwGl3emXsxp309vbwcEEpeP1cx/AfH95p1MdUw5OH7uxzG0e7ZpdEbuwfv7Y08UY56jasJJF4o7SzSeOVKLfMNMSZYnfRZLrzsl47B889en/mSdxL3Ala0GrkBFN0ymiD6BenL0ukoa8gTjbTjCLNLVkeR6mTtoyFptPJBTwwKYbdboS7DAbf3+N70KmEtFmWcTM1JvP5w9T9PAih3X7n9e4b3N0+CEqpP9U0bf+un38M+Ej0+d8AX+aeGQiu1xFaMR4/1qGA3CvEiammEXmLtiTECCIk0gnhnyfsTmJPXDnnQTYgDkx0PO6X5uW3dFKU1qbT8dq3XaHYWJZMQH4gnoxuTAxLlaHr3Y/dnhZNE+X/zBXxhAx11VxPpzqVikqDMj50XehEY0PyH5QiqsjKhii0cQ+AGLYlxkE+6qDpenI9M4uSZ3DyUMdr1l+Q99fOdbxuz53qCMu4CtA74alH5H0vb0wqKa/RQTnPWkPu+eySvGJc0YXyNFiU+/VejK84UU+pnc3oClk536G+B1uJbrQ69LPjB+R66k2YX5UxNLss46GHO4cggNWtSF5qkqMTBoStNuVaBRuNTLEPrRgZ0vdDJG0vaFHFtlpD5onXz4nceOSgyIfBoji9XnqrQ/Xpbth1O6g1JAJQbYgcOzx9rTIYhuIlDkORNwur8owePyBzV9wUbLhffttLjrhRxLZSv688yEopzpXX2Wg3eX5oCjdssdBYYjIzjq2n+PraAgOJFKf6hlhqbrDVrnG8MIVl3IfE+gOT4vjZKMFrZ2GgT+azhYhuWsjJHBZXw4JONcDdjfW657jl9b0NBF2P5tqbPL/1kjjQzlyOEp2zMh/2RY0Rt2lXuyhYcTTCMmWMZlL3jy7k+fL8rG09cDl19yAHYUQptQyglFrWNO2ucmw1db3OrsAzj5xUr/zLf7Prx5PvbYWXWFF0XKjVRTjGHuQYtiVKROxpqdZ3Umu6sX88SnQMxDJP2PdnTWulJKE3rnbQ/eAoJUZAuSYGXOylSCfF85RNyf1IJuR+vPz2tfvPpGSijxM+E3an0djY4K0rmK4nx/EDOdf+yMtSzO9sjtZyxIvmenKMQlY8399+61pKkFLyf5+/Ktd7bH+nWc75qzvzIWLKlWXevf+w5XTKyyYjYyBO+oaIPhV5kQpZOde7NZHHvNsze4SmQc7v2UfvK0XipqCU3OPTXdWr4pwYP5Cx03bFIHyYIibvJboLESglTofZpT1lpq9BRQvwUQyFZiegnrDFkDiy7/6rHuX5Mge02uLdXd7oOIkMfafXHt59ovuZy6K4HZ4W2Xm9Z269JBWT4ko05ZrIiYNTohxtlmX76bHbP5d7gC8vX+FLyyKH9mfTjCTrBATo6Fys9jHXkLyAF4cLNAKR2f12jh+afuGenfMNoZQkti+u7qyWdmhK6D1hKPNSEIq8jyMXnh/pKm2ZX3MZWdf1ZW617pBRHc+LWxV57e51cTNIRrl7e9G33mvUm5JPF0H7yLPfUUo9c+9O6OaQSE+q8WN/7ba3v/r635oFupM6f1kp9cvd60QRhD/sykEoK6WKXctLSqk+7hJuPGITdqecYpwE+l4hLn+2trWzVnA+UrxSSQm/pRKiQHcrhUEgXmeQ9cJQksGCcGdy6m7o+s7yabYlipbrS+grLoEZJ+wm7XfnSYsTL8tVaDhRMxVPaCO63one6Looz1Ojcm6rm+LtO7ZPlMByVZqB2VGptm5jIp2Ek4d3KlzQSfjcC233+lUVroe4rvhWRRS8uG4/yD0bHZRrSCVFyC6sdpq1tSNvfxCKkhKPs7gk61OPwKtnJbdA18X4OTIt/3NcCeL1c51tkgm5F/F/GJewS9odTqdhCO0pDumul0Swjw6KcN/rv00lYXJXZOLUEfEg1luijDQdMRhWN8W7f2z/3ckRMAwZMxBxrI2olN+WvDuu/BcPWnfdi3PX9jhw2jtLIfblpVpLDzeHRksU5lpTcm3ipkwxJTMMRa6eOCgOBhXxtnWdX7vyCquOdGx6sjjGx/PTEo2Me5WcmxEqYSohhvH9AMvc+cz15UWhipspZsOOrGm0dlZdA7k39abcm1h+3MjpMFAU+aHCGxvkQ30iH64uStWk18/Jc5pNQX5K+ps8gGj6HcOyHboEiCc9JKTevSzoGGatYJeRdj9B08RQGxuUPLtylOgej6k46X03bOtaD7hhQOoOR3PjebGYE8M2psNqWlfp113vcVlx15P155bl2R3quzMOtcVVYQlYpsy9cffnONk6zgVRoSzLJDvzazYtUbO2K/PuAwPt3eYgbNyGIbSqadpYFD0YA9becYt3gRtrt6ZxbyxM14M3LsiAHh+SBzNpi+J3M4PZMK71wsSe5zDseK9jpSqut+y0o8ZaUViu7cqDZ5tybN8Xw6Mr6uLr4Nk6iUwOPZMWTnous8MLXtvcZG1pnkEHsppJnZC68hkNDIy4aZlligKatDtGTDYtivDimoTFl9flnGMP2IVZ+b67gVg2JTzJfGTI9Ofhw8/AN9/oeAkL2U5TNV3vKAymcWtdK7u9kbYlCvbooBgH56/KsnpTQrKjA3LOcTg9lRRDIT72yoa8hvtF8MWGwsqG/DcgocitiijFxw+IIeO0xYiLkwFbbcnR2Ktq0/UQVxk5N9P5PjUqlZduFE3RtE6vgu57Uq7BlXnhrZ44JNSGO4343vuBGDW6LuNvqyJj5PRlePHJB4tuNNQHjaaM/Wrj2kR30xCD934v33ivoZSMg/mVTjUdwyDIpriSS1IOfI5lc7R9j9f8JkMTBcYtnS9ePUfRTvLi8ASvri/SDjXShoVtGKy4Dd5WdQ5NDpFYWJep0fW2e5W00wkS4yMid7qVg3uNoX553QyUEipQ7HiAjmyzLZGX8fOejWga8bN9eUGUnsHi9R1HflQDf3ZZjJTHjt4f9+hd4ERxmIVGhYrr8FhxgrTZYLG5zHh6lKyZ58vLixTtBMcKw6y1dapug+PF6ff8PCuuw5eWZlHA94zvo2jfBA3Vsm5+7NwrJBM3l39hmRH1NidOrFYb3rpImEywVqliOi4FXceKI4t6RMuOq0epKNnbD2RfkyOi66xuCv02NqSvx97YDduKWA+pTkdz68GiGPHeU4x+H/hZ4J9E7793Nw92Y4rRqcfUK5/5gnh+75YQ2yiLQhBXbGi0OvkEd6M29btFGEYGhcP5lfMYbZ9MYNAXJki60b20TLHubWu7ZbxCsWYGuIYOfkhaaWwZiiMHDgkdpzs6U21I4mx3AnK9KYaD74viemVBHvCkLTSeoT55eJvR/as2dirvqYQcw2nvTHgD2UdfAQ5NdpRJpTpdiOOX63U8kM1WVIVBibKWjhqqxd77q0sd6lMhF0V9ElK/P8ZAUc4n9myACIumI+d86rBcW6MlyrYe0QPqTTEiSlX5PyZHxKjpTtj61puyr/GhyGsSNRfqrq401Cc8ZMsQYyWuIBLn3sSG2PsfvzXqUhBI19bNsghPTYMXHr/zvO16s8N9jv9rXZf8k0pUOeMDT97ZY95NeD6UogjUVrWjTPVF43ugeOfC9A8rwlCiSAsr8hwlbJHfg0VIJviNmSt8bkEik0MJi4AOXbPPTrLZlu/7M1mWo8hB3jIwNG+7F9dQMoVqtXm+lSTE4kuewxg6LyibCbVrnjCiyGbsPOkvvLc849jJ43ryXOxV/SqmjDhtibi9eaEjI/aPd6INsTMpllV21Ek+lxFeePwMZlNw7MDeuQ1vXZR9Z1PS6T2VkLlir2prDxBCpXB8j7Ql85gTtEkaorQ2PY+kaaJrGkop2qFH0njvPcW/euFNzpQlqn2s0M9/dOyJ9/wc7hvUm5LzV60TNB0WwoBFpaij+L7xUYzY6++6wmpwvY4D0Yio3H4gciWflfnS0CVHNZvu6Auetx2N3M5tcqN5OE7wbjhyLIC+PNrjxx4MilFmSk0e/5u3vf2VV//GDa9T07RfRxKSB4FV4O8Bvwt8CpgG5oBPKqX2aC51Z/AOScq+/PFXFkTxGyrCvok7572bX9mZBB17aqZGRaHsynUIlMKIBGioFHr0OTZwbrWjXfc+boRrjhvXzM+mmXF8qp406TqQm+TZ4vGIYlOWcL7ngWXySjHgVaNKW1fkjCxLLdkmqZv8l2N7JC7tDnmDHPPRw53vcaLuNddQlOhJEHRoSzH1pdXe27qPk982SjsTnW4WQSjHiZX9buyu5vHso3KcxTVR8JViR1HoyRHZ36W5TgQgk4JTR+VzzFdc24o8lbZ441a3pCITdBSC4f696T3rJeENG/q1nv1YgajUOzS1b74hyn0xKwpEf+HGiuql+Z35EYPFu2NgZ9OSexEEErFY3ZT/IG4cd2TfnT/m7SI2OBWi+McGW0yHarY6522ZHWWyv/BwVeq4W/B8eYYX12TsZ1LbCd6qq+OnCjvPdaDUdhl4EPkWQ6mu9cKdf4FSiooR8oVsE0PLcaYccIaAr2kB/+Njz6JFEb3Q9dD9yPiv1Du9TvIZeS4HitevjHf2ijzjfXmZe2KKYCF7fW9p3FCxUpPjVWrX5hscnoJKo5PkHwQy7uL7cmURBgsditFgHyqd7Mwvcf5Xpd5xACyviyFUzEYOjJbIqL0KeuQzEXc8ksMx1fNWKZ03iSAIMd6DaJuuadvGAbBtHACku7zCmqbdE+MAdo5ptaMRwe3hZnWI+xLZtFADgc/MLfJ/XJAcEg340OEpjMhR2H2NO67X92FhTRgAMYPBsjpsgDghmr1oh+md83JM6dss35recY+hcXc7KSul/sJ1Fn3fXTvoLtzYQMimpDPhelkUj/lVWIooIKMDO6k0t4M4uRMkjDU2JGXpupSvktPmN2fmeHWzxA9OjvFIMeBC5SrDqQGGk0O8tTWPrwKeGTzEdG4PZXsXHN/l5Y0ZLlVXONE3yVMD+7H0axWQhufzqZkFvry8xvePj/B4v8FrW3P02WleGDnEYDLHk4MneH39It9YNvg3pxt8Ynqe/+CRSXIRnanSrvNG6RJrLYecn6DSSnC2HDCeKjKSCvjw2MHbv3fvdN8NI6oItAe/1g9kQvzOmU4UACQKoEX71gC0KHrgy0QdK8wg0YZEQrzv5Zp4I7woGcsP5D2bFsW6Uo+iBG6nEVmca5DLSPJ5O5owL851SsbtFT1KJSXkO1CQcahpkhwd349aQ/ItErYYmrvheqJ8aNr1m2wpda1ioREpOWXZ9sDE3vsHMYgStnjDqw0xSDYr4i1MJcSbOjl85yIKut4xuOI62QNFUabuNRotoZetbXX++92Ic332jXXKzD6oE+97Dc+XBOPlDQhDGtkE38y5uHmTZ3MuhvsKftjENg7y7XWXK/UVThRTVN0AU1ekjDRNP8BTNhttn6KZImkZLDQ9BlM5/NCn5WvoWgpbc6n4KS7XAg5mDR4pKHStwUQ6xVtbGqEG/9PseT42NkHJWGWNEieG9nM0f1DESawEbFYkP2dmUf730UF5lrqN6FipjTu+dzsenjwuXstYsYiNgVjOgGxTyEpktDun5dJ81IVYj6rPaDKX9RVEls0uS4LqYJHwwChVY5ZaY56sNUnBOoyuWx1Kx8iAyKpSVeTCZrlz/Exq70pq+6Iu8WcuizOiUouSWRUYd27Mr282+Bf/+7f5k6/O8Bf/3OP83E8/iWV9dxraFdfhi4tXWWzWGUlm6E8k+djkgdveX9N3+fLyVc6U1nhmcJwPjO7bU4e43xEoxe/MLPLv55aZSGcx9ZBP7p8moetU3TZ/tHSFi9UtXhiaJETjq6sLHM738YmJ/RQTKXH+TQzLGM6mb7/MrKbJM3Cne5L08K5xYw1F06TCwsEp8bRsliX0H3tN0lEZyJGBTgWcW8GpI50Euo2y0FIWVqUaRKT8vby5xecXVwD4tUszfPKAhH5naovM16tstMXr+Nrm1ZsyEBabJV7fmgXgpfXL7M8OMpIqXLPe+UqN/+eqRDd+Y2aeuh/iBG222g3yVpKPjB9nJDXASMrks3NvyfldWOSp4QIfGBPO4tX6CrN1ae/e8m1e25Lwfdn1+NjkCY4W3vl87zhi697zr/X2V2rXrh83aVlck8k0jOqLD/V3aFHFvFB8Ftc65WfjKkuX5q5/LiMDomiD8OU3SjKxFnPidd9LSTT0Tq+F7mtqtMQw2KzI+Z06vLeX3zLFEF1aizou7yGUNsvyipXsuFLUB54UT/dcFPlKp8RQ2Y2kLcJz/7gYV6Wa3NtWW6I6G2V5fo5M35kk4ktzoqQc3SfXdj9AKTEaL893eNoxZc40Oh7hhP3Ac7DvGRot4f+3XZGXkyN8aukV6r4D9ToHcjWKiTIAlyoX+fJKvKFLQk9SdtuUgaKd42pN5GoQmvhRLfJazWMwkWSj7UAbBhNZzlelsIEFHC3UCRTomott9LHQbLHhOBSsNqYuNNFX1s9xJD8lnrZYCdg/Iee8FRUzuLok70890hkL48Ni9MTNEL/5RkdezSxKx/XXz3UioklbjMtCVhTvuAeKUjL2HFeexVxG5Mv1DNDHctsOjra/QcW5CEDVu0TSGCSl73q+4uTVgWKnukzTkapbe+X+bFaEjmQYYpg0WuLU2CtZ+l3gq9+Y5d/+1psA/NP/+Wt89COHOLDvAStYcIdwprTBS+uS11f1XP7fjzxJxrr9KMZMrcw312Re++PlKxwtDDGeefAaN261XX75guhC647L3zh5iA+Oyvg+W17n5Q25Z59euIQXaijgpfVlxlMZPjQW5ZBY5oNXCOMO4i43SrvnuHkXpmEIX3t4QBT49S0R4DEFCbo4aoZEBMaHb5wlH9eszqZl3XIV3rokiaJXFmCgQDHROUVT0zAx8KMqCUZXgogfKoJQYeg39sKosOMZ1oCy4zGSkrD5cqvBeFq8rlXX226oq7EjEo/R5S2wDRkiYbROO+jw+7urNtiGhgHEPlTrOvek7jqYuk7StAlVSKndZCB5ZzzBSikqXp2inZMH+8PPdKobOK58jksBGkanNCCIUbi2JRPh6MC1k59piAd45wGjUoNOJ9nJNDpNaLp5CwMFMRRPHb71RKUnjosiGic4H57uUAi677PTlmuIDSH7OpNErMjGhoKmiTJvGjsrtTSaexsI3TBNeQa6+0bUGlLu8PRlMbLjahPx83IrCIKojKN2ZxoF3Qm02tKJdL0kStvx/bf8nzq+R8v36UumUEqx7jQYTslzsOU0yVoJbMPADwPagUPGykTLavQlsmiaRs2pk8TAshMEKqQZtMnZD7aXSinFZrvBYM2DczMEuk5w6jB2XwEn8HfIqZCucP0ucdP9NeiiFhloBLAnASPs+tXYJb8Uikmlcyo0Galp1G2LshXgmjoNzyVnJwij/3EklRXDMO6TcmVB6KZNB7JpWa9aZwSg3mBpvcR4bBzEuV1nL4txcPyA/Ha9Cnua1qFjRqi0G2SsJKZu0PICqr7LSErG2UytycFIUd89+bd8l1Q0HS026oynM2iaRsVtkjAskoaFn0/TTOvkd8vHMKR5cZb0yiYYOuHYINqlOTTbhkcO7DAOqq6DrulkLZtAKeZrLfbnb61Xg213zVG2jv1dGj0AMLscEKb27mkhZtf2+q7vt4NuefZewtQ0bE3DjZ5/q+s+dVemMjXJHXAjipb5AEZL7hbuQR+E9xQ3TlJ+5hn1yte/IYK7kL3W01epd8pL9hfE++sHorTUGp1utlNj4lHp3j5OSI671cbr74Ero/18xvf44ekJ+m04V7nKcKqf8dQwb5fneHl9nW+tNhnL5PgPjh7laGHvxObV5tuU3Fkq7STnKhm+sqxYbsJPHhihFVY5VynxWN8gSqX53OIqOctkMGGQMVvoepuDuSyP94/xWP8ketfAeGOjwr+7MEdfqkIx4XCibxydNguNVbJWhrytMZ2tsuFYvLQ+wIuj+3m8/9rKCG9tXeXVjSuYms6RwgQXq5tsODVO9E3w/eOPvCvBVnFrfGfjNBtOmenMKE8NnsS+HxvVvBu4nigPa1tCI0rYQkXw/U6CIchkPDIgysn17mm1IZSoOOfEtsTAePOCjNOYYnS97f1APJ1OW3JRYs9pHNUIQ4lilOtybvWmUINuh4scV4w6OHl92tPdRBjKda6XJQoUJ3i+0z26Dk6X1vjM/CUavsv7BsfJVmr01doM6TbpUGNWuZzOwOGJITadRfK1gANBHxtayLmwzH6zwP62Sb7mYarOsT83ucVEcYpTA4/cwYt/71BqN/mjhTNMbbR4n5Ni2TD465UmiVSSH9k/wKtbK7RchycHE0xkPAp2hcFEjsWGyS+dgYxp8kifzpbrUXU9JlIp2qHGhWqTI6kMbU1jvtkia1mMpwyqnk/ZbTOVSWNosNho0J/MYGsaabPOQFJjOGlxtgJnKx6/ojIYuyyRNoo1XaGlk8woh4t+i4m+QT46MI4elwQuRwZ7KoFy2jQVXAkDsrbNAT/gf3F8+pI2n7R0LM/vFF2IqUm3gK+vnuftzXnydopiYoI/mF+n6rp879goZ0otvr1W5oWRPn7h8cMMJBO0gg3WWpc4V2qy2go4kJvkrZLHm6VNThT6ONGX4u3SIinD5qmBUZZbK9S8FscKUzwzdFwOGoRsvfQm/e7OiK2jh1w+kOLk5Knt3762ssAXFmfQNY1HixN8brbCxUqdT0wP8wtPHrnGMLsRvvjly/zRVy7zs3/+CU4cv6v9lO5rKKV4a2uN85UtXhydYiz97h1uFyobvF1a5bmhSSYz7+AkugH+eOky31qdJWcn+cTEEY4W39sI8JVag39/dYnnh/r5wEg/IYo/nD3DW1sr5OwU/YksH504CGh8ZWWeo/k+nhgYuavce03THogk5WRmn5o+eftNjC++/J/d99d54whCvSnVYEBCun1R+DWZiHoSZMSDs7Yp3uOYFxrTV1Y2hDJ04aoYAcf2ixI3uySh1riWtm3JvsaGxGhY3dxxGgfXyvznLz65rWg8N/zo9rKnBg/yS2cWaaNztdHgXKV8XQOh4i4BikKixWytwKWqGCTfWFsnZYlS82Zpg1I7jROGOG2XE8UEFa8NIaw7AU8MXFue7fHBAo0gyXc2l/GBK7UVUoYrzBe/wTNDJprmM5X1OZLXKCb2Lps2U12jHXq0gcvVddYcoU+dKS3xfePH0Xa7AW8BW+0KG04ZgLnGCif6jjx8BoJticJx4Wqn2kK11imnNtwvEbCbabCVzwBd3mal4OyMGAc30018sywGQFw9amldPOoHJzsN1CZHIVESyoGm7d1p82YQ0yyajhjnd8sTFYY7+z3Um/K8die+5zJyjXGjvtvAhcomW65QWdIrm7zYsgCbTT1g2VAc8k1OVjTKrS1O+ikSoU6AzzAaJ5DJ2tFdLqddqmbAoJbgQNnk0a00b5pLD6yBsFUv8/Sqx0EvxVuJNr9Y1tkIFNRbvLa5wXpUgajm+RQTNUBn023wS2eGWGl5QMBI2mK93eSw0vn+OgwGMK5lsNsa8yi+okz+2PFwbIu1tgtorLddwMMwoOI1eKzPour5bLmw5aZ5q9wCNP6x5vCTWBxXMq1cMkMWQp8xpTPZaDOpdD5IBlZasHL52gsMQubyGU5vVXhM15n0A172Q/4fNyBwW1gn9vHJyeF31dDyQnmZgJCS2+BSdYPVltyzry5vcKkq4/gbqyXm6w4DyQQpY5C11gZLLaFMnS2v8mZJnGpnKiVMvYYbBrhhi9n6Gq1QZPZMbbljIKDY8AMMpShoGueSIVcLFapWgOkanKRjILyxtb7dO+BbqxucLcsc9ZnZNf7Lxw9tJ4/eDD76kUN89COHbus+PUzQNI3HBkZ4bGDkju3zaGGQo4XBd72ft0sruCpks93kUm3zPTcQDuYy/M1TR7a/e77PW6UV0KDmtXhxZJrRtMx1f/7ggyk3e7h93NhA6A4uXLi6c1k+A48dE2Un7jEAEi5eWN25bl++kxAal9cCUZxOHtpZzlMpGB+i5FRRGvQni9T0kAubKzzeP4yu6by5tcr+bIFiIsWrKxWUa4HZxtY0BhN7KyXLjSrrToKBpEs70MhYIQYhARppU8fWddphSEI3yVkaW67CRpHUFVVCFDr9ies3AspZiW1KUtZMYesaraCNrVloWgoQA8TQrx8qztlJVmInt51k3WkSoDBIMFOrcihfpOI6zNRKPNY/CijOV1aYyvSTta5f0zlUiqVGA6UMNC0gbaawtGsnGqUUc/Vl+hMFcnYGP6wSqja2cfNCyws9VpqrjKZHsPT32ADZKElnYV3rlGYFSWwe7BMu8jtNsPMrnQpE25VOotrPcbRtr+TD3diu9hDARFEqS11dFE//3LLkcLQcMRqyaXhsv5zn7WBiWJT0xTWh6T165M53Oy/X4NyVTjK5pnUSyVOJTvfsO9BMsT+Rip4lxVPtjogaCA0GQvj1ZJ2C0nhfmGIt4TKfbbOZMmk1QwoueLpGK2PSUg00LWR/0qTYVEw2kyRWLDYHSgxk73/ebMV1eWm9xIdGB7HrLcbOrmAHJn+UbvCapZFP2Gy4AZamhCMcgqYrQmXQ9GzSlkvNTTCWVqy0FCYi034stPghZdMAZrSQt1VAG3hWM/kZw+JZzeCXlYYeQqhDyjDRgGbgYWsGVc9CqVanYImm8JRGI5ngU5ZP4NT4BTdLRdP4baONpoV8bypDoelTR9HWTJ6a2s/BrRqUqpQTNrmDkzBY5IsXrvK50KcdKJ5NmMzrQnlK6hpDqeS7Hl8FO02r5aJCjaQZohMSKA3X0UgqHUcLGUgYLDRqPD6QxwkCrlR9/FByiDdbNoYKCTQPQ1msNS1SloNSUHV1dF3D0BVb7QRXqjUO5nNs+W1+OwtfW3ewUXzfgM2gGaJr0PATXKlWOJgv0PBaDCR9LtcUGopH+30ulmCjDVPZ5HYFmZLjcK5S5rnh4R002x524ny5jKbB0ULxXp/KddFnp9hqt9Ciz3thw2mw0qxzsm/4hp775WaLC9UaHxwZuu3qSrqm0ZdIUWq3sDSdrPUe01avV8jifoQGD3kKwjtQjE48ql753BdFCdiqiBJgGlLCc36lUymnmBPvv2V26jwfmgTDhHTiWsWn0ZLt17YkuWyoXxQaywTfZ6G8yCVvDTvUmPSKTFeF+/Yn6YCzGVhq1kkZJk5tkN98e4NAwUcOFPhvPnSY6ey14cNvrs7ypaVLhCim02kWWj413yNrJii1E6w4TRK6xng6w9VaE08pDmaTDCdbNAOXjJngif4pPji2/4YP3mqrwoZT45HiBF7gcbW+xFR2lJSRwAkW0LUkiRso20oprlRXsQ2TqewgG06N3565wNlKBQ14enCIufomrcBnNJWhz1ZsunWSusXHJ08xnb3WoxEqxa9deonlZpWEbvDkwDAfGDmGtUf04I8Wv82aU8LUDD40MkzKWgUUljZO2jp1zfq7UfNqvLz+HVpBi7SR5tmhp8la70ElHaXEODg/K8pqTNcBGWtx74e4A2V/Hgb6ro0kLK2LNz+fiRQRrVPVaVW4w9I8bezmPJjVuhjMcaOqvnynF0W5JvvYN3ZtBZfbRbkmz9/ooORM3ClUavD6eblf+yekulkycVeTi6/USpzZOkOy2eL714o7lr2W9nkj70TPpk3WNNl0G+hoZM0cq04TX4WMpVJMpl3c0GG8keHYShoDjc/1VZmYPMCp/tuvZHK3cbZc5R+8fpZS2+NnU0k+qWBDhfwPQYCVtzlfaeIDk6k0Vd+j7HkMJmxO9YVUvAaWpjORTnO23MJXioKZoRb4DLkB/1WQ5nUN/r/tFoGmcSKX5ITj8jFlMqDpLKP4D9tt+myLfRmdxWYTA5jIZLhad3DCkH3pBLYRstlukzVNnhsa48/u30+gQj41c5nvW6qyTMhvpRR/ToenGx15U1OKMyqkz7Y56gd82w/5V4ZFKiGUh6xp8GjRpOrVUMB4qp8/e+AoB3K3xsPfC6EK+frKFb62ukQ9mgO+cdHmrdUWKVPjw8eyNLQGnlI83ldky22x7jj02xatts0bmw62pnG8L8m5koMTKk4NJNhXcCm7bXKWRaCSnC47mBr84OQAq61V3DAga6RwlaLmO2QMi4SR5GKtiQ58bHyQQK3iKZ+knmQoFRLSQsNivTnNx6aOkDINTpe2+JXzZ6j7PlOZLL9w6gkSd7q/ykOAT125xOcXJTfyByan+MkD92ckJVSKNzaXGUimmc4Wr1n++uYSn547h6tCjuQH+JnDT+65n6+trvNLpy/QDEIeLRb4x88+dtvn5AYBb2wtcjA3wEDyLuZslWvi1CpkxAm3XgJdR3v6xH1PvQFIZvep6VN/+7a3v/it//S+v84bS5Z0stORuLvay1C/0Im2KqIEzSxKJQrLFE9mMSdUjushrtE9OiBlLeeWdyyeBCaJeX2dRDvX81hpSsi1Ffhc2mrgR/ZNs82exgHAulPfTrAreYpaFMKt+20avih67SjJ2YsMpkB5NKMk44bfZn+u8I5W+UiqsF0RKWHaHCvu316WMt+ZW65pGocKHU7tYDKHHzUeUsBaq0ErEB7raqu2fWec0KMSUTJ2Q6FYbdaiawxIW9k9jQOAUlvW81VAQJ04hBSo+jueO4DjO7QCOY9m0MQJnLtjIISRMHHaIliqdVHCMynxpp+/Ksp4nJyolLSCv7wgxkOpKp8PTMh68djeKkcXEjWHCYKdHo0glHG+URa60jvRaPJZoSM1WmIMr23KsU8ehkcOynndAY/7Noo5aWFfq1+boP1uUI/G1mNH37NE6IO5Pk5veZRtn7lUm+lW57hPNk3OJHwwoeG729Uhw6i6eRCGDAcGh6uwr2xTdDIkAoOyFfD1XJ0V2yfjNt6T67hdrDUdjnoBP2vbHFTwsgr5565LHTgWaMRsdlcFlD2RZxttFzcqWeypkIqr4UfyzMfDdn0+HMp9PEOIAfyYZvDjDmSwOUPAb2geX3RkzJdcj9GkyIoA8JWGE/UL2HQ9bF3Oou77HMpnsQwDC4OhZIYKFZ7BZKwVMIFE7VYNnz/RDYbbAY9qOiN+QDlUnA1CLjUbZCLGad0PMHVjO4CdsdQdMQ4AdE1nKFmg7s9Gx2qzVhMZ2/IVhtaZAxYbDerRHLDlelSbZnTPFa1Ax4nudcnxKKSiyk+ehxOIQ8xXsN5q4IZyP52gTSO6f43Aw1XyX4RAya2TMuV++mFrO8Fc4fH8SJpUVNBh3WlR92W9+UYdXynuk9IE9xUWmo3t8bPQuH+fdV3TeHJw/LrLN5zmdnLwSnOPKoMRFhstmlEPgSu1m5uvrwfbMHh26D3odL22JY69uD9KLiPz6oOEh7wc9+27HgaLnSZT9aZ4WP1AvKyjg6KkrUUN3voLsm46JRGFmOZRzEvjrLg7seeDZXK5ucTqxjxjLRvDzpKpuAwEGhO6xUjSYNlpMphIMzLZx4UNDy8I+dDU9SkD+7N9XKps0A58QmVStFOU3RYFO02gLBq+T38iwcliH5ttj4bvUbAt+uwUJbdFzkrzJ8tb/GQyhxM4nCkt8khxnOHU9bs8L9Qb/PHyMh8YGWYileG3Z5foS1j8wOTILYX/jhX7matXMDSdw/l+ZmohG+0mx/JD5BOKq/UN+u0MQ8m9OfE6GkcLw5yrrJI1E1ysVDmQbWJqBp9ZXOR4vsCTg/28XVogaabwvBppI4HjQ9YygYB1R2Ozvcq+7M4QZ7ldZqGxxFR2ipSZYMNZJWOkaQRN+uwiGfMueB+ajnjJnSihPW6ud3haKDvnr8rvy+uiMFfq8nk9EkLdXu+4Fvv0KByYhBOHOj0L9K6KXIbe6etQqUsFr7h6V19eyvV2/6cLK2KADBSl1GkmJbz8fWPw2jmJUjx7Esy7QMEaHRSj+8qCHPPdCrC2K5TBhPXedsAFxtJDzNTmeXPEY94e4AMXOhPfT5cKNHRFy4CGoajqBpqmM+wb9LlF7Cg5uW0pttJtmjnFajbDWrVCUrcYS92nE1EYUl3d4vCVRT5s2yyEIf+7Bq8ZBk0X+m0LpSBnGjhBiKUZjCaTrDgOU+kklh7iBC4pw6YVamQMi7wX8NG2zckgQQB83QyxlM7/YSXJaBpv6/BpzeMt32U0mWFEt5hrOoylhNZiahpJQyepK/pti7LrMWgnSJk2q06TiVQCW1/FDQtsOCFnylVesUJOewFPmSZeoLCURsOCUk7x6dUACJgyk1xpKZbbAZOJFEkblt0WEymb8VRAwzNQKI4V5L8KQsVnF5ZxgoAfmR4n0UUXrLptvrI8z/5cgVP9O6O0b21U+eL8Oj9xcIwCOr/3hatkDySo622yRpqRnMVGy2MwbZEwQnKaSdPzKSYsckpnueUwnUnStjQ2HJGLtqEYSFiU2x7DaZvBhM5Gu8lUJkfGLLK5tErC0HFCyJg2Dd8lbaZIaLDVbjCWyjKU7GfLWcbQNeqeRtFO0g4dRjIjFO2AsrtGysiSMWWeWWk6vLxWo89OUHLbPNE/sOMePGxwg4Cvrc6TNkyeG564pXnzRLGPS1HkPWl4zNU3mc5e32m51nT4rSvLPDVY4LmRPj47v0Iz8PnR6XGS9+gel9o1WkGVrGnR9L3r5jysNBusNqsMJCy22h7PD3Wu83x5nau1Eu8fmSZv3yaF9W7hyLTMjZfmhGXy5PGHXuF+0PDOVYxeeeXW91qtiyK0FzIpeObktb8rJaUqNysQhgS2gVF3thdvWvBHyRoLls9ossgnDz6FbRgs1RwcP+Rg3409TDXX4e+9+hpLLQ9Q7MtmeH1LkuuO51P842ceI21ZVF2XXz73Co2gCSh0CnxjvQ1oPFpIMJ0tRxkJGj954FnG0sVrjjVXb/B3vvMqbqgwgLyV40JUZ/zP7BvjP9tdx/8dsN5qYuga/YkUbhCw2qoxFYUjl5plhpO5dyw99pXlGX539jIKnYRuUPESlF3xjv3AZJqyK8bcgWySkVRNKp2is9xIsholkz8zeHSblrHhbPGttW+jAB2d/kSSVtBAKRhJTXCy77E7W+nA86DahJV18eA/elgMz+5jvHpWqmHF9c/jpm2G3kkM3iyL0ht2jfsTByUqditoOtKgDSS5eLhfPCDxMd6+1FnXMuX4fXkxgs/NSARt5AZRttuFUmIgLK9L5bHjB27P6++0pd9DnI/x+LF70nhty6mQsdIkDItmo067UqMPE9VuM7e5RrvpUkSjX+noQNXy2bR9UgOjjI/vQ9kWpfYWfYl+NE1jq10jaVikzftosgwCicZulEX+BQErgeL/bPlczVpcajqAxv5MglXHQQG2DlpgsdIQefa+sRSbbkNy3ZM2c802x5XJj2omj2kmbRRfweOlpM0TDZ8fNkwuovif3TYXQjC1kAPZJMuttjzDyTTnqiIfpzI6Y8k2SgtRIYRkWWw5gOIHxm2eHNpE16DeTvI/nknRCkM0Qn58yiJtVTFCOBDk8DJVQjtkvWnzq5fSNAKFCiHtJHl1Xry8f+mpBD92bAPbgIZncjD7PkYzRQD+p7cv8oUlyW97frCfX3zqxPYt/Aevfp0tV5wGf2bfET40JhHbl1bK/LWvvk2gIGloWF9aZ25JPLEf/OmDfKPsAxqPDFiMD7YxTYWmNHK2Td2X3IJHi2nytvDZlxsZ/nRFI9QUmoJ9GZtG2JL/YHCI/+DYSXRN4zvr6/yvZ87hIblu09kUs412tN4Af/mRkxiazrnyJr905i28EHRCfvbIQd4/sh+AirtF1ixg6AZ1z+envvQKDT9AI+QvH5viLxzaf/fG5H2AXzn3OuerMi+9f2icnzhw/B222ImFepXfufoKWhTp+tj4oxwrXuutD5TiJz77EptRftXzYznOVmWMPDfYx99/ag995S5jq13ls/PfJiQkDOHpoRM82nctC2Gt1eCfvPEKrpJn80f3Hebjk9HYX5vnD+bPA5CzbH7hsQ+9p9dw04irDvbn4ZGDaJZ131NvIKIYPfH/ue3tL379P7nvr/PukBfzWaEjeL5EB9a2Ol2T92rkFEbUjcU1UaJsC6PZEo/r5CiEIV9bOs1CTR5029C2awaP525uos/ZSWoxHwmNlq8TVwN3Q227HXzetjH1MGpYoNEKjO31nMDfpiqFKLxw74QaqWoR0XOQkHmMxm0k4QylOsaPbRjbxgHA+B4Gyl5ImUlUlFHTDgOaXqfyjBt0yu9pqO3WBwEhZa9D8eq+3iD0t0O4ISF+KPvTNEgY9p0zDpSS6NSleVGkQDz53a3aYzz1SGebC7NCdxvpF6bUuZmd6x6clH2YhozNelP2W2t0omHppLxSSfGeu56sm02LsvzkI0JdWt6Q/AVDl6hYHFWYXxGepeeLFz5O3te0vbtE3wnEPRvyGfHMfOeMVCC7lf4K1brkHIBEJKZH71mPhf5kp4RgOpMlnREjRQNe05p8eUV4xhMpkyP5BnFV0xeGi5Cw0YD+ZMcQ60/cRw2NfF8iTaubMmYt6Znxd64s8zUnwANO6kli+ePTqRvhhhB6HXlm6dq2rdwMNf4sCX5CtygpxaeNgM8GDnUNPh4k+GHD5Ld9n98xYCN6vH2lb9M1NQ0MvUs+BgqlyYqaDmpbJGgUk4q49Uwr9GmFMTVGp2AHeAoCHVrZEF2XZSnLpRGktvfnuh1jPWeGxCX8M5ZPf9e4a3bJqUbXZ4Cm3/nuBMGO3wMV/65wGh25V6pp29domGCasqLSFHp8vRoUE6pDdzJDwigxWGlgW4pGO/oPDGvbyz2QTOJFNKEAHSeI5aGGppvbycUFO0ksYkN0oDOfFeyO0yII1fbcodDJ3KAoxcOCVrD3f3qzGEgmt40DYJvqtRuSYN5Zr+kHe35+LxGE4TbNTNehaO8tf90g3KYgaToMdT0v7e775/vXbLsnlBI9rNmSOXB08Jo+Iu8aQSDzYqkmwiRhy5y6Ve0UsHkQoIF6yCMedy+7qVsBGr1BObAghDfOi2I2MiClUK+56QaP9U9S9RwKtsMTAw1q7gUy5kF0/eYv4cf3TfP7s3NYhk3TDxlPJWh4Ia6v8ctnr/LD00O8trmIoZkkNYuQBI3Q51AuQcnxsXWThlcka9V5tG9sT1rPXK3GZ+avcjSfZqHR4GA+BSrA1HQ0zWKxWePTc0s82Z/jj5dnSZsmLwxP8pWVTc5WqvzZfVM81qX8LjWb/Purs1i6xg9NTbLUXGOhscWTA/tZqOn8uwuLvH+kyIem+vjtq0soBT+5f5x1Z4OrtQ2eHJym5Fj82sU1LD2PTp2+ZIa8CSuOw3AywUozoJjIkDJcKp6B2SowkGgwlp4m0W9zujRPfyLH/mynlnbRLrIvM8Vic5HBRBpdC3ECRdrMM5wau+a+3BaCQKoSbVVEId8/LorqO/H2NU3GUYyLszuXF7IwFo3JNy/K2AN4+oQoxrGytqvc7g4kbUmEPrpPFPJSDUoVMSA2y3tvM9gHuXSn6s/dgqbJM1fISmnWM5fFeLrZVvamuV1NjCP77t55vks8OTDCYrPOhtPifUMT5BNN5uqLTGbGKdh3eFK702i0hCrXduU+D/Wzbpv8+swCa9kEGdXiQD5B2vI4krNxgoCpdMBkOsmVaounBhOgQl5e1rHNBMstRd7KoHDJBCY/rMG3lM/5sQFG0knsxQX6MXA9aek4p0OfbdKfsJmtNRlOpHG8kLRukjQtKu2Q6XSSqutSTNigEigaWHqaRqgomBYZW+eVDWj7fQwmG3xrvcChnMlCrUXeTPMHMwHPDIPSdb66muCRgsVkqsafLhUZNQ22vCbDqTSt/pAjKkkYwptVncTCECeKZb622o+pz/Izhyd5eaPMxXKLgUSC8ZTH+4fqnN66RLqR5b//X/+Q8ytrHPzhk1hDY/zb0yVUkOFj04OcGsjzYweG+ZOFdQ72p/F/cpqLf7xM/1QeVTQ5HFqEeBwaNsjZWartGocLadBCjIZJ3U/yx0s6xwoF+qw2M40UB3MGi7UW/ek0pbbC1gJ0zeYrSw1y5jKPFHP8ytl5kiqLT4PjfUkMPQBM6p7FK+sOg4klnurP81uzcxTsHHWvzngqxdfXligmbAzN5+X1OQ7nB5nKDPD5xTleHEnw1kabvkSKz15dZci2ef/o3aPKrTXb/B9vzLPabPNXH58inSiz1FxmKjPJZGZ82wlUcV0+Mz/PWqvFj0xPczB/Z5wfL45M8vnFK9i6oulXeXl9lgPZIq9vXcXSTJ4aPEjuOpV/ABKGxXODB3lza46p7ADTmWsjtqutFv/35XmOD6aYqzQ5VEiSsnz2ZWxqbcWW4/OrF+b4cwcmSEfN5vxQ8RtnlvjczAZ/4ZExfvDQ0B2Nlq+1qryyfoWMnqPuNWirHJ+eX+CjYxYKh3OVeQ7mRkkY/fy7K/Mk9DyBavLM4CAHcx25d6w4zFyjynyjzAvDUU5BGEqOHWpn088Yc8virNV1WTeTencGQlz2vulIsYtSVXoMKSU0Xl3fmed3u5X87hUebvvgLlGMbgUzizIoD011Ks9cB0Hos+p8jtiPlrdOkLVurTrBl5dW+b23L7GsFCUggUU58h784JRNzZdIh60luFjvDNycmaAUUXI+Pj7Kzx07uuf+/5tXX2ahKQrn4VyaNUd40zoWF7tyjJ4bNCm1JfkzZeR5sxx/1vmN7/nA9nr/7euvc7osNbifHUyia/LZ9eFT5zuRhafG0sy1hMb0/kGbjCXrhQo+N5ve7pb4wbEEG205v5FUks12J7n50WKIp+Sanx88wPtGpD6yF/iYurGnELxUfpPV9jwASSPDUwMfvjPCMgxFgSrXZGxMDN8+P7HpSIIwSPJ8XKbU9aTPR2wQPPuoNP5LJiQC4AeyrdOWdQ1d8hqqDelxUG3IdscPiEEcU5uctiiATUeqJ7UcyV24iTF+x+H78PJpiZScOiqGzTshDOHbb8l9evzY3T/HdwGlFO0wIGmIo8APfEzjAajqsrgmEZ5TR7Yn4H/8xjm+HFG6DuZsWn7n2eyzNVqRF/WRQootV+SKH6T52mpHhk9lDX46hI/qBr89VOCnToqcemV9k7//+hl04F9aCcqaxt/2hMI5Yku1IzmOSaVrwj6Qt1mN8n0OZ1NcbYiMyVs6Vpd3tmClItoR9Btp3tyQz0ldw+rSQ4aMBJcrsuxIIclstI1SEPidCMmxvhRXouT4/dkkV7fppoq/9mgLFXlXf+Ofvs5nP/sGAE/+6Is039+p3vKpH3ySo30Scfpnb17gC5F3sqhZXNzoNOX80EF9u/fAMwNJ6n5U1CFI8eWVjsw5nDfZbMt2w8kM56PryBsmG04nMjFsJVloyLKPTScIdZlT/NDkW2udsXmiL8FSS67xkUKScvSfJjTFSLrbc51joSnrWWT5znrn3D/7A8+Tu0vOhr/39Qv81vkVAL53n8nHj1S2l70w8j4GEhKV/L8vXeILS4sAjCST/NPnnr9j57DcqPBvLr20/X1fJkXFkzF4KDfCRycff8d9eIGPdR2Z8I9eP8PXo1zJI9kEVb/ZOXbd2k5E/6vH9/HThycB+NyVdX7+i2e31/u9P/sUJwbvHP3yNy9/nVJcREHluRTRkwcSBsOpDu365Y3+iLYG3zs6xH/12B6yuukQzC1htNzOPBbjyePC9gCpTLm4Kk6xoX5oR5X/njslc8etIgxlX/MrOxvgZtMyV/blO813/aDTEyuTenAapeX2qamn/+vb3v7SV/7qfX+d934mjYXb7JJEEKzrn5J+kzWflVKEKsTo5uUrBSsbfOTiPB9JJCgpxU9Hwl4DHjM0nmmDHSQ5Z3is7D6NLt1Uv055Rznu9Q2u3etuf+5qOKGUlD6LQ9Vh1zbye7zNrv1d88vey7RdS66H7uNeT7jCzlbjGu++jb2cloLTl8U4uBNc/XRSynPuhm1JPsxmWQSWZQo1Z7PSyWHIZ6KmaV1IJeWcKjWhMr11UX7XNNnHY0clWnA/wIwMmLcuSs7ESP/OXhD5jJxr9/+2vCETydH97/np3io0Tds2DoAHwziAjqFmdJ6fILzec7rzSb3xE6Y4ohm4QLJrRTOSWSFgo1G5hT3ueZRdouN6kmT3792pP9fKsK71bnCsHfvbITt3ruhej5ZymyJqxx3r6tC9e3/XmwOuuWddP+hd+7jRDPJeOiyDoPvPuubkOx+7/wPkuu6UR313bl33vQ1uMDDcINimId9o/trxn97glNV1v1w77t4tduztRufUteI1CdwxVWhmQbpvx4p5MiGy5+oS6twMav8E+tKaOLB0XZY5jhgMR/fdunHgepL/trgmkYNsWhxjqYTMNdYexqxpgHmH+/b0cEdwbyIISkleQrUuT2XLEf7ZyICUVb1BI6qWv0rDu4xtDJA1D6LvasZVam9ypXoeL/Q5mD8idBelhIMeV1UCvqApvpYOCJXP/maS/zj6PUR6X/i2yWrS5hW3xcjIEMVCjj+YnWc6meTj+/dR3MXJnq/X+Z2rV5ht1MiZFikTwqBOxs7gBCGe8nEDi5KrM5gAS2uRMBKAzmqzhWlkqPuKtOExmrb5wMg4FyubnKtsEagU7cBgpubwvmGTvO3z9qbOasPCVDofnR7kg+P9/PvZRULgk7soRpstk1+7uEA7DKl6TY4XExhaSKnt0J9MAgFZU5E0PDKWSdM3eLvk8eGxCX58374bVspo+w4LzUu0gxaTmcPk7TugGG+UxEA4NCk5KO8lljekKeATx6BwE3x115NxFQTiKVndlEZlA9cJyyolAjSdeuduzHcSTluidZvlzgwUN4KLux9nU+LNefVsJ3rwkHMs7xniJPdj+1lJZvjvP32OL11a4dRzg5g5na22y1TGwtQCKm0dxw+YzmuAwdWaw+MDNoYWcroUomkJ2r4iaUqjwgOmxd8MdTIotGnpsxFqGl9YXOELc0v8M0+hlOKsrvEpU+PNusNgIoUZhIx6AScsg0M69GtgEZJEp6nBp32XSymbZgCbzYCCrVNMhbTaBlerLgf7bExDY7bmkDfTBEHASNrFNA3WHQPf15nbajKWSxGGMLPW4sBwCt1SOL5CBWCZGglDZ63ZYiyXksel3mI0k8T1Q6obPsNJlx88pbPqmHzq22X0b5/Bb7bhQ48zPjWKF4bYloZlafzUkXFmanW+srzOcCqF64cslV2yhoUbhmiahqb5HB3SsQydlVaLx/uFvvXtpRCMBGnb4Ef3jXE4n+K3ZmYpuR7zNYfBVIq0afEXD0+x3GjzWzNL+GHIluOSN210pbFSa/CBqQRpO+D0GjjKwrbA0DRKTpvpQoJjhRw/um+MN7c2eHVjnS0nIGtrTGUUj/ePMZUe4PNLcyw0mlyptknpKZQy+JmjU3xw7M4XOthsuvzzr8/w6UurHBxOY1qKVMbjA+NwJK84UtjHVGZiB8XoD+fmOF8p0Q5dJjMZfmz6ENPZdy/flFKcLa/wzdU55hsaMxWPD47ppC2YrzscKQzz/ROHtiv0rLea/O7sDOcrZb53fJJPTE7fsPrRUqPFb8zM0w5CPrl/govVMq9tbfJ9Y+NomPz65SUe7c/x5w+Ok42UWzcI+PUzy3zuygY/dWKMHz184wZmt4rVVoXvbFwhbyY5WpjgpfU1Tpc2mW0ETGR09md8tlyTt8s+lp7iWCHPTx2YkkaC0KnmV6lLdPLovmtouReuznN0VnLiXMvETtgyl7meOM4mR+QVR8UbLaEbKSX73axIWfAwhIkRKdIxsyhzoVJijEyNyhx3i/fmwYkg7FdTz7yLCMKX/8p9f533xkBou0Lt6IZtCR1CIYPa82W9vrzUq7/JMOrprddZdZYAyJtFntEfgdllSUIFXg8D/kHg8vGhBOMth9HQ4EnPxkSTB2m4X6qJrJfEQxyH2+MHJf6cTQufPJeBbJrfXlvis0uSMNlvG+StTlgtYabYaktocCqTYT2iHRnodEW6GU6mWHMklDydybDelvW8QOM7mx2DZDqVYiYKv78w0sc/ea5TzeN6+OLCKv9dV2Wdwzl/u9730/1JSq6E1XUyvF3phCH/0VNPsT/3Hid2vnlBhNxzp957BTUIZGzms0L/uBVUG/DaWSmXuldSsO/DW5fEMNZ1MUJuNi/gbiBOAJ9Z3Bl6Bnji+D2pWvRdgzCEr74K+8b43Y2Qv/Frr24vevSHhrapDVOpFBfKIrv255KU/A7FIGOa1KLkw2P5NDN1oSVMZ1L80pOPSe7NVkXoeYeFg/wvz87wyuwyHzV1fsQ0aAJbSjGqaeR3PWvnVUANha9pnFQ6OU3jrTDgH7oGcxHl53A+vX1+aXMnnegjIwYlV5b5bp4vz4nM0kK1nfYD8PS+zLY8O1RIMRt9jmnKsSN7oG7y9qLIqUemcqzonTGbTxq0ojrwjw5luBzJ+6lMgg2vc8+CpkG5LffsSD7N2VJEV+mzMVIdYdxsJlhvyf5/6vA4f+MJqTx3ulTlF17uzF1//8kTPBNVQPuVs1f51YsyB2R0g/Vah4K1L59iPqIdnehPczmiaqUMnS/+8Avb6/29V9/k7ZJQeZ4fGuAXHhPZXm17/NzXvrW93l85dpiPT96hXK9d+Pyldf7y77+9/f37n0lQjxJef3x6ip8+dGDP7f6b177FRjR/fWR0gp88sDcN93bwf19a4F+dk1yygq14fKDzn/6Z/Sd5ckDuxZ8sLfAbVzrz3C+9/4MPRSnYv/6t7zBfb/KIpjOeTnDRbVJGkTRN/rcPdCjJrG5KVFvT4PCUOF33mEP/wetvUijVGEPjRSvBeKBEp5kcEY/+yibYpkSb17ZEF8tnoOHIHKlp0JeTkGA54k5rmuRTjQ/f0Mn7TnhgDIT8uzQQvnT/Gwj3Jh6fsMU7ubwuSSu6LpGDwaIkyGxVJNSVSUmZRV2XRNCWI9vegOLTDkWQGaHGiRkLnMuQSuBMjZCcX0UHftGweayso5OmSciGBaMDg2KMGIY8VCMDMkM1I/640+7UxXfanWo3Ea/145bBZmjysuaTMAwMNAIUGpCIEqmVgiAIt3tYJQwDS1N4UYkyP+w8yLYeINaSRso0SRs6zSBEJ2QgFTITlYQPwhAvCLAMg612CxT0J1P4QchMvc6RQlRDu+6iwhBN10npOknTxPM8lIL1OpiRg6EVaKhQKiLYmoYd3WulFKutMiOpIpqmsdqsUkikSF6n6VqMulcjYSSw9JtvCKZcFy9lYWsaSinWnTJDyeKdLZu654GjsKwfgK5RdStkzOxOqtqNkE2hdA13a4vEUB9KKapumbxdRItpU7WGKGvzK0L7eeLY3sli7wXiZOahPliNoiCGIcK9ZxzcXei6hPvrTdJ2Fo3IN5LXydsajqMYAP5jFTKes/m7DY+koVPxI5qQppEydWIdNNElE9OGKX0riARNF90taejMKMUvewGnLZO/GIYcvY48PYJOC7CUHG9NhXw+CNC1zvMQdnGGDKVhhiG+rqHCkGrT2J5hGq1wm3qSNDV8C1pRFSbVTa3qesRTutA5674o/mais1DT2Q73JgyNhK7Rinw5fqi2j6UCJUqMrmGqDrtOKYUXdNbT6OwPhTiMZE0ylrO93mq9jRYqlK6hhbAZcaeVUmw53vZ6utKwUHhoWFpIIRESVXLdUVffRmej6TKYFvmY7JI1qa711lttLE3DU4owhHLM2QbObNY4XExvU2reLTKWgREZZglDI2EY2wbCjXoCdM5dYeLuSTXyAo+G36KYuHEic9MLWGi2OBrJobG01HgKgaRuYmv6dvWeRNc9C5VD/EdqymCt2WZqjyZ7da9E2sij36xsv9NoOqJ0u56U8Hb96LMvsiHWNUz5/BMBPG4mKWoauABp2ij+me5R99pkrYQUfJlZEOfD6MB1i8O0owaghzWdH8CkHSop6jEygBfUMb9zBc2LjAA/kLlgsCh62VBRqv/FuhKIw2thTdZ50BqdvVvod1knuce490nKN4LTlmTJvrwM1NjtFA/QpiNe2bUtnP1DfNteoOxWyVsZppJDHLrkobVcZsaK/JvqMv9FM0Fe6bQSFumhfs4kAtY0n/eP7CN1O02rlBKjpdpAza+gNR2qpo55YIJaPslrpWVO9o0ylMzwx0sznK9ssuo0GUwkOZwv8n3jh2j6Pr87O8PZSp1S2+VANsWxgkfdr5MxU6SMPr5n/DBND35v7jIDyS3csIUfZnhpPcVis8m+TJoPjxZ4ZWMZpRTPDI7zymaF2UaDpwf6WVzX+PzMJmPZBO/bn+M/eXQ/GVPn316Y4fOXasyUHR4fSTJY1DldbjOQtHlyIMVfOryfyWyWcrvBl5beZtWpMJnuBy3J21vL5KwkH588zuHCHqVrgYuVsyw0rmLrCY4UHrmp6kYrzQ2yr18h5Ws4ljRX+nq2RCKT44XhRykm7qLiOrsk3MzBPs6OVFhxV0gZGY4XT9GXeGfBN1NdIn12jkHHwEnqbAx4XM1sMRoMcrhUwNiqiSAeHZSQ7RtRKdHHj4kx3MP9DaWEChlGk2cQygSxO4fjZnFpThwM73uMb1wt88UrV0iPttBUyBNOjhddDV0p2pqGpWmETxzjahDwlZUNfmBylIJl8TuzixzOZ3lxZIA/WVqjUW/yQ6HCqjWkWsmRfeLV274ExReX1pmrN/nk/nEaa1uMX1nAtU0o5Hi96WIkEzw5mGdxc4vzby4zd7HEbNll4fEhtkYzbDku05kUXgBXqi0mM0l0T+PiRgvL0Dg0mGS97rNcb/P4cBLXg1eXW+wrJBnOm8w3HHRNYzyToBUErLTaHCqkSKd1ZpsthlMJkqHOQq1NoBTTuRStMGCp6TBlJ2g1YabhMJy2Gc6ZrLkufqiYyiZpBSELDYeD+RShDxdLTQZSNlNFi9W2i+MHjNkptuo+VysOhwopMhmduXqLYsJiLGMyX3Gptn0eG0rxkWkHnwYjySLfWejjN8+ukk0YHB1NUQk9Kq7H940OMl92+fZqmf25JLrSObfaJGUZPDtlMT3g0ArapPU8B7KT/PiBUb6xusW/O7vI6Y06SVPn5x/fz48fHsMJAj49v0hCN/j4xCiWYfCblxb512fnAMWhviROGLDmtHl+qJ9aA760sMnBQoq/8+xRTg3emQpCLy9W+IPzq/z0qXFGCzZ/OL/AgUyWF0auX7Gn7rn80cIVDH2ddthgMFnk2cHHyFiioC831nh98yzNoMWB3DRPDe4d+X5lrcz/781LLDUdfmz/IH/jsTTQoOqafGZW5/snJ9AI+PbGAseLQxzK9eMFPl9dfZP5xjpJI8nLy2m+s+ZhaBp/5eQ+/tyR8Wj8h1ypvU7JXSapZ9mXfYzcnaDF3ixabXnutyo7f9c08dhbphi0fiAOmyAuGwyzCYvPeh6LjstHEzYfVrCiB5hoFDQTKwh37vPFJ3fmmwFnShX+/emL/EU/ZFrTmcmlmDx5GCuRoFK7SPLcBommReN4jszIMTE2ruNAuFt4oCIIz/2d297+0h//5fv+Ou/vjL6ELZGEUlW8mkP90sV2s3xNKcm66VN2pVpEzW0wrh1GC9ZB11hxGjR8j39ie4ylc/z1x6TywaPv9vw0LeoOnUIbGYCNEvmrS3BxnrSu8Yl8Fpol0Mp82NfJVENqms1LyuHw5BB5O0neholMga9F+REbTouJjIRPG36LZ4cO0ZdI0ZeA7xnP8cqGVIvwwwYLTTHurjaaDFeC7Trhb5W2mI3C2a9sbHH6qvhUFuttjmQmmMqKwD6U7WemLBGQN1Yd9hkWIbDuuEylR5jMijJebjdYdUSgLTS3aPk2IVDxHOYb5esaCOvOKgpFO3Qot0s3ZSBsOCUuFmqMOjYZ32S4afJkmOarZoWKW7u7BkKMWgPP3oIMtIIGNa98UwbCmrPJVqHGQTPJmGuzb9Fk2Bog5ekorS5Uudirk0lJ9OCNC2IoPHZUQrw93L+YXRK6Yjc0DV7ISzL4rWJ4QCJW336TFwb6KIzZhI2Aad+koDS+FgT8K0+e6X+TTqHPr3Li5CFO9HXyW/6jYx26x0cnR6XZ5MKqePP2jV/jRdQ0jY9NdMoVF4b6YGYR2/Wh0eK5Jx/ZTkycGh3kP/1H3+L0uTUAnj8ywLojnutVp025JQrJQsOhXyVo+iH40GorFutC13lrrUUkipitOBRzGRpRRABNsRxVOLlUaZGP+rSsttpM2ClqEb3TjYwDgLm2Q7ulEQIrTZeRgkXNk/UcP2QhWu9KtYUV6gQK1pou4wWLSlStruaLcQBwudJiykrgK9hwPPosi01H1gtVG59GdL1lvjynaIeKdssnCNlurPX1tRLLJfl8teZQJCE9FwKfYtKkGcg1hjT55GFRVD88Psj/dXqRVhDSCkK+tVLmxw+PkTQM/uz+6R3/2bdWS9u9dNxAsRoV1/jm2iZrJbav48xW/Y4ZCM9OFHh2ojPOfubQOzf3zFo2L4wO8acrVwHYcMrUvea2gbDRLtMIhIK01Fi9roFwulTd/h/PlSpsVy20fX7qyDha1Cvih6Y6VXvc0GO+IXOZEziU2p1x9q3V0raBEKIoufIMO2Gdpl9+bwyEMJTGk/PLIjMOTAiN1TYlcdc09nYyCO0ADQ230eD3vy30ts12m8MpizYhLRS1pMWBofGOzpRO7TQO/ChHbm6ZX/AVVTR+0Wvzd594CkvXwWmTfbOMFhqsHNxC5QIy8J4bBw8cHvIcvfv739c04aF/8CkpQXniILz/calX/0j0WddlEuwrMuakOLWZ4ePzA6QvLKF8H6Xg/SWPf9bOsy80GM7cJc63pokB88xJ6fI7NiQPZakGmxXSpRov+jY/4qX4CT9DIWp80g482n6dZPQg5m2btCEC0NZM5ms1/DDADQLWW3XMKLw/mMgwHXmdM4YBXVU1xtJpcpHCMplOcSQq9Ze3DSajxnJeEPD2fIWCLeuNZxMMJCSKktQ15usOdc8jCBUvrdSxtXhZAjuiCxlorLbaNLxd/PUIWTNuaqWRtt75vrd8j+Vmi9VUwGt9DV4e9riY9djXshn2EyQN95qKEUopGt4yTf8ONFjZNy7efF3nsaUCfU0LA4OUcXOKe97KULUCXis2eGufzkK/Q9sMuDrSxnnuKEyP4YcOZecqfuiKEI8Tgd+6SKm8zpXa4h2vitHDHcDKhhgHo4NSHjCGUnBhThTzW/3f8hnpTzE6CKUKJ8sB+3yTNSPgswWD/w14VNf5T5IJ3GJOkver9Rvvs1qX/Z48fP3+M2Eo+zpzWXKtnoiup+lccw1HDso+TFMnUBrJKKQ+mLAYjWgx/QmLg0WRRQaQMDUypsizkUyCiZzIukLCwNJ0NGTiMXXIRsbIWMZmJKrslDF1EoasowGWrpOPatCPpRKMZDvrEXYmsYShb8uz4ZTNQDKSWYZG6Mu5ARzIpRmJzn04bZOPZKUdNZuzIlGqaRaWJuvZmk0hFa8HKIUdKQd502IoJesNpWwOFUVemBoMJTPYUaU3S0/w8koZgJlKc5vEpAO1VsBircOr78aBXHr7nk1l0uSiezaUSDCekeNmTZ2FZhMnCPCCgN+5ssxstbnn/mJ4Qcivn17iwoaMqTc2K3xpcSOiS7l8em6JuucRKsXL60ssNmo33J9SinK7TDKaHxK6zZZTRilFy3cptVvo0VXn7Y6jZ6lR46W1JUKl8AIPU6+TMuL1dPww/ocNQP7Tphfwu7PLrESGxIVKmWQ0byZ0iwP5FBoyfg7kO/L7tc0SSqWj+26SuEnZfjNoeA5vbs7R9uWeXSwvsulEfXFePi0OhoGi6DLTY5LAm05J1OB6iqamifPBNMhbNmNRInLVMvnCkM3/mWrwqVST+cm+jkOgmO/kbIahFEP4+mvw6hlOlOu8iuLnPYelhMXLq2VZr1LH8DVQGomGja3uYW7cgwTtXbweANzfFKPrISpZypUFUcJPHpJEmcU1fOCCG3DCNgiBJUImY89UMc3I4++c0Hu34AYBW6fPM1Jqop08TL2Q4PdmX6HmtQhCEydI4wQ1NC1kIp1nttakrSR5OW+HlN0Wtq7xzOAkzwweIVTwa5dn+MbKMj4hQwmbnz18mEcHhth0HN7cKvPiyBCapvMHl1Z5drTAZF4m8h/55W/w1nKNlK3zzON9lIwmaBpjyTQz5TY1N2QsnSCjGZzeapC3FD90NMnLGy08NJ4eSFB1XcpeQJ9t8zdPPc5oaqdQUUqx1lombWXJWTf2bG04Tf7l2dcou236bIOJtMXZapOsgr/VLmImQEtp0NLQzCTkc1DIsp64Sk2TxMCCfZiBxCPv/o/yA9RrZ1Fum/ZTR0ilbt4rt+GUaQdtxtPDeKHLZnuN4eQohm7h+GUWGy8R4mKQZCL7PAkjB40WwWtnaOLzxeEyfdkBvmf8vo48fvfh1TMS+n/6hJQAfC2qg55MCHdYKQnp367HLQwhDJl36thrJUZcCCo1jMhjz8FJyVtJ2GKg7HWcMISvvSZJyYem9j6OUvD2RaFKxc2QxgaliIMfiENmx+qK3/jMGf75m0usZ2wG0gbvP5akETZQCg5mBvj5U0cZSNr8/qUVfvnsLBXlkUIjEya4UGqCUhwpZFlwmrghjCQtDAPW2x5pXWOykOZCuYGuazw+nKYWtHBVSEYzabgG665LQoMjxTRLTgM0yPopzq22qHuKiZxNMWew1GpjaXCkL8OVhqw3aiS5uulQdkJGsxZ//dl9/PjBMSptn3/00kW+uryB0nUO5JJsNl3KbkCfbVJImlytOaRNxY8cTvInS22agcaQlqDU8qn4Pn1Jg8FUgvOboux/79QA//VzRyjYJn9ydYvBtMXjI3k2nAb/w2vn+MPLDXQ0vm+6n2+tlnACxWjCplwLWai65G2Df/mDJ3lh8lqP9surJQxd46mhIusth3/+5iW+tV4mDBWHsxk23SZtDcaSCZyWzpVai7Sh84vPHeV7J/c2FH/8U6/y+lqNpKHxY48P8dLWFiHw/FCeZadO1fMZSiZ4vE9joVnFQOPH9h3l+eHJPff30torrLfXUSGkzTxlt4amKXJmkasNl4bfJmuYPD+8j5N9B9E0jZfWlvidq+fxleJQNsPBfItm0KLetqj5GaZzZQwNnug/wGjmMBomW47Lz3/zLRabDjnT4BOTKS7WNoGQF4b7+aGpE2SsJC+tltA1jWeGiwD8yvnL/P78Ehoh/6+DGX5030kSxp2hdq62Knx69lWc0CNrJulL2LQaNd5XzTDdtoUBcXh6ZwPZ20DLC/jT1XXeN9xP3rI4X9kga9lMZvaomqeUODVmlySPYGIY0ilWNcU/fe0SX1uqABp/8dg4P//INFxdJCyV0VsePH5UDI17gAeGYlTYr6be/4u3vf2lz/9H9/113t8Uo90IAuHsLq5Jgo+myYN3/qpMbiMD/MMNh9e3Nvm9UQMdmESnTMjv4fGRg/e26ZNtGIw+clSacZ2+hNWfw9ccMMDQfbK6TzsE0Gn60I5sty2nuV3v2w0VGSuHoRsYwP5sij+Nqoavt13254uAtJn/nvFOidCfOLqzXOjlDQmdt9yQdEJRjhKk3SCk5sr+lpttEkoUkaqnMVs38LZpANKgCqDkutQ8j9FdslbTNEbS4zd1b5q+T9ltR/sLonr2GnUNlsdNpld8caFlAE+H5TVYXGUQRSbXT3WwiTfQgL070t8aTAPtyD60N86TaoZwC3PIYLK4/dk2EoylO4paELYJJcOMAIcgdMUplkkxO2ZzcEFxsJFkLtGgh/sIbVeMgrhZXz7TMQaajjzPhdy7C8frOug6U40A5jfBNDBSCTFKXE+WH90nie4zi3sbACsbohTcaGJf3hDj4OCkXM+VBZGnsGcTP03TePTZadYvSwO3zWZA0gxoelHRkpzBQOT5f2wkT+WMRBNbKFJalKSqaRgWRAWN2HA8oroNNEOFQqFHkYlQqe3k03roU3JFxrQVmKYibruiGSH1KMl5seaiErJDT4FugBbtz1MhZUf2t1L3OJzPomkaxaTFYNZGRf9Zywspu7E88zFNaQzZCjTOlSxaoYemgWeEVKLKUSUnIIFso4CCbVGMorDfd6BTfnQwmWG2LPGQEKFkOVFppg3HZaUq51d1A1bqXWXtuvDsSMdoGEolo/4zGrquoZmKiO3EUqtNPQoyNYOQlcbe+wO4ElWfcgLFcrO13XtipeVQja5x3WmzGU1EAYqSu3eUA6Duy4E1HXRNoWmyXdVr0Yj2Vw98MlZ+O4+h1HbwIydl2W3SDGT/2YTHRK5NKxB67EqrzVhG/uO657MYRQ5qftDV7FOn7ptkLPGyPzey09BajpvyoXO6nOSTB+9c3lfDa+OE8ic0PYdTDZ1Ha0UAFoYTTB47cUfoOinL4ONdpb+PF/em9wJSzWhlQ3KkHjmwffwRwPE7buz5uiNRjCP70NdycPbK3v0Keviuw31JMXIDj1fWr/Dy+mXcer3Tke+1czKhJW1JvNOAtidlUU8egqP7eH6in7Zt8R9vebyWSPCptM7foEV5oBDV/L/HsEzxQu4fxy7V+dGGCLGRZIGjhSGSuknWtDmWH2Q0mUUHHu0b4WheJu/RZJ6RZKfs6MFcnv1ZWe99Q0M3rDIB4LgB/+pLFzmQsTEIOTKdJTQNMqZJ3tA4WlQ8O2IDAU8NJzk1apPUFQfyKZ4f7Gc4mSBnwtG8xtF8AqUUw8k0X1tZo+K6vLlZ4Z+8doG3NqtUXYdPz13k22sL1zQPmq1V+NSVs1yubNHwXE5vLbEvk0apkAE7hYmJjUbBStAe7Cd8IUf4tEV4YlgoER94Ep48Tnsyhd02GZ3pI3E2pLRwFa/Z5PTWRc6VLuMFPouNZV7bOE3dq1Nq1/nT5TNcqa7emMoTJ5HdQQ6mbeRIGeLNS5tD2EYn4jLcFoFccE2qpTR/srREEIacLy3wrdWzNPzrT8w93GVYksDL4tp2uWQMQzi9b5wX58T16Dy3ivWSRAleeAKeOtHplXFlQSqdZFKSYxAXbFjfEgrBq2dknWIO+m9gIDRb0pxtckTG9uFpoWq+/3ExGvbAeC7Bxw6Kwvu+iQJP9A+SMgz6bJtTfZ3cnMGkxfeMDaABj/bl+MjkAAXbYDBl8eHJfo71ZTA0+MT+QT42PYgOnOjP8qHxAYoJk2LC5H3DfaLEAx8cGeT7J4cwkHKqzw3202dbZE2DD40P8uRIHg34xIFBvndiEEuDQ/kU7x/pYyhpkzF0vmdykGdHxbv6fdP9TGRlDrhQKaPpdaZyJklNaJr7skmJiuRT9CVMbE2uqe0p+k2LhK7x4bF+XhwTmf3scIGPTA2QMXXGMgneN1a87m3/3ulBcpbBSNrmQ+MDHCqkMTX4+P5hfujwEBrw1Eiek0M3V1L6hZE+irZJwTJ5//AAxwpyzz4yOsBHp+SeHS2mOTV4/f39yJFhLB2eGLc5VAyYSBkkNMAz6NeToEJ+YMLkiX6DpKbImDZXqnVmalVKjsO/u3SJLy0t4YUhfzC3zLfWsrQ8HZMETqhhaQkcX+dsOUvdKxCGkDUyvLW5StV1mK1VuVyrkbNsTBQj6QRK5QhDyJlpTM1ERyepJxhKdp6v/qTN94zKODtRyPJo3xBpwyRnWpwoXP85fGawn4JlkrdMnht655yyzVaLf3/1PK9trFwzVzT9ddZbb+AEZQAGElnG032MegY/VS7yZDXJku3xxbG29CJ5r7n8vi9609igULO7qhF+c3WNYsqnL6EzntbZl29xcWOF4MwlnMtXAXB3qRErzSa/euECL62t9Siw3ehRjN57itHn5l+nVNrgiVaKY07iWismYYtXzzJlEo27kkYoOS5OEDKWSRIqxVy9/t7X8r8ZzC3DzCKVI+PkR0fRdJ1Ku4Wp62SsBH4YsOE0GU3Lua+1agwms9c0fgmVYrFRZ+omGtP8zV9/ld95RSg5p070UxuTfVkavDAS0ArEC2Jque3a5PszWX7xySdImgZ1z+PXLn6LWqSwukGec1X53GemeGPD3a4W+EMHdMqu7OPDo/v4xORhABbqVf7n068QIs/JwWySzci9mDGzzEY1wou2zS889jxp0yJUAeCia9d6fcrOJlfPv83JSgoriniULZ+ZrIOXSVANawSawkdn2dXwNfGVfWTsJMeLuzost13hk6+XJI/k6L53vKe3AqUU7aBKwuh40QBw2oRXFwlWN7HQ+FM8lkcM6ppkIRbsDD954MU7ei493ALiHhcgyvWhKYlmXpyV33Rd8gnebTWq05elwtVzj4r37/zVvdcr5iTn6fK8yL+ELXSho/tvXIN8ZgHmV+EDT1xT4eSd8PZajZND4oFfb7VImia5PTyNFyp1Ducz6JrGSsPB0nUGUjZeEDJTaXG0XwzjC6UGhwppDF1jo+miUAylEwRKMVdvciDqEXK50mA6m8IydCptF1eFDCVFtp/bqnNiQOTelUqDiWyShGFQaXs0fJ/xTAqlFGc265yMlOVz5S3+p9NvoBA5dXU9zUpTInvH+tJcqonMGkvZrLY68uwfvu8oH5seRinFhXKdo0W5F/O1FkXbJJe4sdd1sdYiY5sUExZeEDBbczhclGs8s17j+OC1sv1G2HBcQDGYlHs2W29yMLpnlyoN9kX37Eb4wtwCn1u+ANE1vr2cZsOROeC/eMqgPyWOkrqX4U9Xgu17ltBTrEfJ0sPJAm+UxGB9rM/g6cHy9v6/stLPXEPu7fcMW7hK8hhSeoKrDZ+41/VT/RY1X+770XwKNFnP1m0+NPpi1FR0Jy5VGhzMp9E1jXLbQdd08vaNy2lvOTLOBpLvHGr+B69+lbov9+JHpw7z4pgkjze9VVacl6K1NCbTH8IOU6jLC2irm9T0gG/kGtTzSX503/NY96IPQ9zw88lHJOIZ4Y8WF/nXF6VPRMbQOJj1CFB8r5Pk/W6CJdujbAasjmf53oknAXDDkP/8G9/AiTqT/9yRI3zP+M0xA24HDxLFaPIDf++2t7/82f/wvr/O+4ti5HqwvMGLCz5Zv3jt8mw6qg+si7droLDnJNfXZTDomnZ/GgcgVUwWVilcXIL5DTh2gEJXd11TN7aNA4Dh1N7XoWvaTRkHAG2vqxRa163zlPRU6By7M1FpGiSjxLisZaG6msHrWmcCagfBdpg6BLyu/Xlh0Pmswu31VPS9c0qd4/qhIh2Vn5Xa63srX4ae5EKuxaVsi6JrMumnGa5rPFnKQgmg4y0KULyaafGdjEMQH9fzJWKwVZGEslDB/nHpBHmHIXXg9+CLJhPoxw/yDyvrPOMEfAILVqFqFigbAeUk4qk2H/ymPw8E6k1RvuOIwUhXx9qFVUkIHB+Sut9tV5r7nb4MTz9yy4r3DmRSkkC8WZaGjZoGpw7DmxdleS4tdKdyTV62JRWwujuler40eTQM2Z9tidGxsiFjXCm5rpvpFN6FR4c76w+lrm8IHe3qoTGa6RgrlqFvGwcAR/s6n+M+ACBdhg90NRA8VOh8LiR2yvbYOAA4uGM9i0KksGuatm0cgCg8sQQLETmzfewuuecrtUOeFSPlU9M0jvV19jeVuzmjcKJrPcswto0DgBM3GTnoxmBy5z072HXPDnfdixthONPZx26ZbXcZK6FSO+6Z2y3bu+R3EO50OHodsS9zRbTYDUO6FtG9labpnWOpcE/jAHZeYzFxc+yA/uSNDYhuuEH3nNU5wx1nrhTaShmuXkELAub6DP7I2sTXoE9L3BvjACTCqOsiL7rgdv0/XhgQRHf6BTeJqyk+31dDaTAZdm2nlPRO2N5uVznV71Zo2kPfB+H+MRA2yxB1+u0uZNnOJEiMjUjZvsTNP9z3NVTUvCdpw/OnhBN8ZV6qirzwxF099F96cT/rVYeNlsPokMa+YoqFpsd4ykLXTDKGi4HN5bJiOJkiQLHeVPzS21f4/rEhfuP8Mo0gwXQfoGzeLAcMJ9N4KiAIdY4XEyw3XPpMm8Utl8k+SJgmL69VsPUF+s0Mv/L2HP3ZHKbp8PTgKNPZNN9enyVvJTnVN0F2Y42FZo3vH39n7/1srcofzs+QswrkzRbFwWFSiT5erc1itVqETZ2iqaOHHq5r83TNoBBaHC30sy87iGo5aC9J11BH16A/y+pwHTexxHiQIaN3lPmKu8J66zIZs5/+xCh+eJUQj6R5BEvv8F3nahu8tnmFwWSeJwcPkDZlggvCgIXmHKvNJcbSkxhahje2ZijaWQ4XxrhQXmIkF/IlNK5qimdVyISmMehZHKjoQiV5+sRNdxXv4Tbg+ZLUt7gmEcrhfqExxt/jdb7+mijfJw7J+/EDYiS8chpGBsXAvB1Mj8LSmnQvHR0QuXhpXvIFKjUxDvIZ4RUPFsG2ZZKqNWTdrYqs041cWnoi+IF07p4e+64uqXsol+f7xib59voqhpakPx2iazYDKQPL8jhaTNH2FT9zbIL5usOnZ9f4welhTvQ/fM0DD+WKvDg8wWtbawRBkuE02LrBY4M5Tg30U/PncII2x/P7sXWHb6+vYhtJqu2Qoq2R0E3WmgH7MikafkDVgZpTpC/ZYHU9QX3RZWDUJm0ZXKgEnOjLAi4aBgeyJmstl4yZZLEeMJZJEgQGn7mo8ZHpPNlEm7OlNK+sX+Bnj0wxmb1zOQNu4PHS+hxXqps8PTSFHxr8yfICh3IFjuWH+M0ry7hBhozd5nC+j1P9Ha5/0hggb+2n7i0z0JzAuiQ5PArINTwGhjJUwoDZkskf1M/xofExCvkMWCZ+EPK5xWWuLq7yYiHPqWMHMd4hynNbyKVheZ2vzZznrFvjxeF9LDThd6+sMZbM4oQuPzY+ziO1OqmKRH9spbHPLNA04dH+ztxr6jo/dfAgn1tYIG+bfGttmWLC5NnBkbvfvLSHe4r7h2JUqUuyX9R4SKVTMFhAyzyEE9nyuiQQgVihU6NSD/nSvERFDk1D6k5k2+4NpRQ//40/xY3++z47w0xDwrsFI8lb63GXTsVAxqQWRR0mzBRvr4swmc7ZbATe9npHBi1KUZ3xfpXi9VVRUg4UTYqFTtfPjVJqu0b6J4+M8neePwKIp0hD2xY4gQoxtHcWnP/szde4WJUw+NMDg/zVR6S7RaXd4n8791Visp8f5lipO/yLMMvLKZ1nn3sKgLbvc+ar3+FJ3eA3fZ/xEz4pS/aXM/s5Vnz/9rHe2vosKvIejafyGLr03TAokk906D+/euHLOIFc81MDB3huWK5xo7XG61ud52nDSdGK1uuzc2y2JayuqQSzTX97vZ85+ARHSAjffXRQlMjUfZBP87BhowTnZ4W/OzYktcotUwz6b78l708eFwW85UgkAaRsoWVKPsDimsiyU0ckN+pmEYZCYwoCcZSYJjx3Eq4siue/G5om52KZQjPaKEn0FcR46CsIBUkpacoU1dDn5CGpvd4DAP/8jYv83qz8h1NZk1DryKm/8/gpHu0Xo98P1Y6I6sOIf/TKeT47L6Wijxcy/Mr3Cr1EqSiJPJLF/+L0JT69uAJAv22x2OjIqYJubtOTxqs6L58TeuTkWArzkE0siz8+oaj7MgcY5HmrLBRVI9A5veBvr/fEvjSLUZ+Mj04M8nefunNFRt7YXOSzC2eia4T1loUfFwLx8rxdkvnw8f4c/8sHH99zH0qFaCGwUaJc32K5vMzReoqqFfAlDz6gdEbiOSwqMvCGqfMvXjvN/x4lUl85NMHByXfuD3TLaDnw0tv8fqLJy5aL5+t8c72jU/ytxw7xg64Hi6uoQhZtoAgDBVQ0r+yl+H9teYl/e+X89vd/9NT7GLxBJPF28cBQjIoH1OQH3wXF6A9/7r6/zvsnglDIwoc79+qhFsfxZJ5NRxQGJQpJqMR7+cppeObEXVMCNU2Lwr2iOOzkve78rG83uN8pNLQdyvvOrJvukH0YKpSKyzwrdDrhye7jtvyApGliIJNSvR1QSMoxaq5HLvKaN7wAW9ewDB2lFGFXeLs7ETrY3S8hVLgazBAw5XYt0DT+nufxd034HsPgvOpMeHLuavu6NbTt0Hfdg8J1bLjuO9gdjq17Qde9kP3ttU2g2LmehtBBRgZEWVzZgH1jsH9X/kQP7w7rJTEOHj/WSQ4GoRC1XfG8KyR3SEPoXq22PM+xsj5QlEjPzKKUNLyeh83zo4aPFag3JAG5O3SfTYmRcGy/GISzy1JStZCV11YV5pYk2tBfkEhHf/7a6iPPvut2kA8tnC66pVLy18Z/l9GVVPqwGwcAfpcc3SnntR1yqjvXtvt3pZD5K95ft5zXQSltew7oltPdn3WtW2arqOaTILjLtBZNY5vnpF2z4Hrb6ELTHRlg1WrzumqyZfucqqb5M5hsEPLf+W2eHxrkw6GCczNM9uX4Mb2jduU2KnA3DIRkAsfUOBCYvGy5qK4+SSiF3vZgqwz9ebRTRzvXdINd6rueg17wgIf+Jtw/BsJ3E0YHJYko5jenUyJFp0Zlsn/ltCzfP37Xqh/8tZOP8fnFOQ7lCjw1OMRnFhapez5/Zt8UL6/V+NLCBn/m0BhDKYt/e3GRo8UsHx0XitFqo81feWyK85UGn59d40cPjrIvl+D/ujDHuRWH0+tNDvWl8X3FylYbr5XkkUnoyypGUx5H3RT7MgP83AmpmvKHcyv82sV5+hI23z88zG+fXuP8Vp2fe2wCMxfwhYVV3jc8wJSd5d+eXSJrG/ylEyPMtNZZcxpMpZKYhsGV2hb/+vzbPDmQ41x5nol0EicwaHg6TRwOZ1MsevBiE75y5lUePXiMgWSGf/j0o1y5NMuzjkcueZxVc5lmUMILq1ypvcR46hFSVp79uec4X7nAH8yZvLnV5nvHR/gL+3XyyZ2erR+YepJvrV5izXH5ysoiZU/R9NL87uwSw6khvmc04PnhaQwtw5ulK0Ixyk9wobLIN9c2OVsJyJopJtMaHxmb4lB+gIbn8Slc5nD4mUSGQ7PLMDnay0m4k5gcFWpPpbbTQIh7EZiGLK83O8p/Nr0zKVjX4cCklAp84zxkMxIV7K5/7nryjHu+0MVizn4xLxHUMBSHQTz5pJJCYerGYFH2G4S9MXCLWG+4/OOvX+Ezl9Y5NpKm2A8lz6M/kWE4qfMT+yc4Xrg3NeDfa6w02/yPr87wlYVNDhTTHOxL8VdOXJ/a+RcP7SNpmKy1HP78gUkuV1v8PzOL1LyAuudzKJkEpTNLi/e9f5jACWjnNbKWSdJUZG3FlbrLVCqDbeosNFo8+v9n77/DY1v3u07w+65VOalKOced9z5nn3TPjbaxwYCNwR4H2rRxE8ZNM+Smp5lhCB7y0zQ0YWhoLiY00ERjQ2PA2LSxjW849560c97KOZUq53f++K61V0lboSRVSVWl3+d56pFUqrBUWut9f/H7iwaQLQPZchG/9oYbyZRCX4dGrpzDYNCPgjbxLLmF/+X+I/zo1AR66hA4e6NzAOVKGc+TG3ivexQVbeIXluYx1RHFjY4e/PMXS8iUy/htVw6YJ1LFT9yZw9+7v4CRcAzffQkYvT2OjbwHP7WwhLFQCO+NDtLZn15E1/wKvsd04Y6h4KtojMST+JnpRXzPRP2CPblyGf/0xQwuF0t4S3lQKbnwMgX0+w38PhN4H4B3iZmzykh/zVKWn+3tQ6Fcxv3tTXzH4DC6fPXPHrQcbR48EAfhPPB6gM/cZKQxXwQeT/O+aJjGRjhAWdfldWCwl6UOdeZSRwcudThDkX775Uuvvv/eiSC+d8Jp0P1z7zub5R9+1zFUpqJBfPdY76uff+3AAP7Zp6znf7iRRpfbjc1sCZvZEt4YCWA9R53smL+IP/i28zo/PbOM1VwBq7kCNrdK+OYiH/ePHi6gywqu/OLKOrz5JBbTOSAN/MLiMnIGS3KKleyr1/p0ax0eYwepEp0vU4WwnOP3+UoSX3EB140Ibm+UMd25ga7+IG53RXE76Ac+uAd/qoixkZu4s/UfAGgki+tIurrhd0cQcnciWZrEBxtU/fh3C3l8z8jb6DJ2NwT2+jtwNTaCT17eBQB8uLGAZzshxIslxIsl3O4cejUf4jv8b7963ns9l/HPXm4hUSwhUSzhVmwQb1ofwGImg59fYWr//8plMKW8jHaLcVg/LJ30V5HQSoU1/U9n2S/U28nrEqBjcIAsKHpiQGYQ2NxmhD+e4IR1G3vA4+0rzAydNAqllPz/T8DdtSR+8jENpE8WU3g37EOiWEaiWMbnegfx+b7eI16hfbi3nsDPzrK06OFmGn/y/SsYDR9c1hv2uPE7r4y/+nkiEsKjnSR+cnoZAGBAYTnF62imksdwzIt4roB4sYR3uv1YsvaAxZyCBh+3nEujw+3HTrEIoIjLXQEsZ1nKaqosVrK8Pr6yuoHPdHfVxUEwlIF3ekbxTs/oq/sudTh9ZH/ozamaX+vvP1jEdq6E7VwJXxoaxUioDwgB/8+u2O4HTg4zwJAv4Fk0jCerG/hjbg8+nl+uq4Owns3hZ+aX8CVl4kumCU/WxFouhy4FfEvIi68Vy/ilYgVzlQr+Wl9nzQ6CqQz8qsFh/KrBA9a9i8YZyJUqpf4ggP/Weqe/o7X+q419x9005RyEC4FpAu/edJoF7Tpjpajzf+uSE7FsEcIeF3wmr5iAy0CH1/E/i07lDlzKwHqGtaVb6QJUdfa46oLzmQb8VgOXSwHuqrO1XJWN9hou+AwaSgaAUlU6tVT12kHTBbdp4t/504hoA9debEBvxgEAa9OUfkUsgqV0DgpOqcaL1ewr7eetbP6V+FPANLBiDewpVcqYSWy8elyikHulyORWBrxVmaDVVOFVan0hHUfKGhBXquQQcDmPC1aViyTyOYSVwnfDhR9RHmbDS9U6IMKpKBQdSdFKhRmAr35KZSKlgFuXWdZjDxVLpneXBFWjFLN/fd2svahuCI4nqE8+3MeMQZunqJuRiNcFr7VOBV0GQu6qkg/3xYqZhdwuuJX9vblr/amV6s8s4nG9WrO9hoK7KsIarHqcVxnwWGuiCQWjauGvFkLyG+rV65kAgq7z//98urGDhD2ZDkCsSt42Xiy8NvPnFTsplioCCJjmqwIqlwmki/Wbc5MtZRAwDXyqy6hojfcMjQCA323tx387W8LPFMpYMt3SZNzEKKVugc7B+wBuA/gepdTlMz2GpmlSvsgUi0xB7r1Y7z9nucNnbrWMcs2zrTT+9bNVfP+VfvQHvfjrH87glxY3sJTL4a0+H/rCBr66mEXQ48G3R2P46Y+WsZEu4P03YjCCCrPJHGKGBwFlYtPMIOg2MRryYy1XwFaugD6XH25TI6FzGAq40eFx4d5WFi5D4c1OH1ZyBWzkCvhslxfbGYX/OFvAlZgb3z0BXIttQ0Hh8U4U8XWN7827MKwMrBoKfRWNjw2Nb3TH8J+W1uBRZfzAkMJ//HoGP383hy9c7sbtz4fw6fY2Qi43vIYfzxNZFMvAD453wu/ZwkYujaFAFB7Dg6eJNXgNN7xmAC8SOSQLFfjNEJ6vlvFoJYe3+8L4zbfdeJ5cRdDlwXeNdCPgmke2XMAnG72YiEziM11dUPEkns/NwkilMVzm8Dib+Q4DI2+9c47/7TaiUKRTYPcUmAaVgnpizOwZBkuLPnq4+3lvXT1YLvTxNJ2ByWE6CvEksJ1wMojnJYEo4PFGGj/9ZBU/fKMfvSE3fmpmBROhAL7Y33nhjKaHm0n8p7kN/MDlfgydQClIa41fXt7EfDqH7x8fwFo2j795fxp3txJIF8u42hnCj1waxq8a7MJHG1v4V7PzeLCVQNDlwlTEg/lMAdv5Ii6HA1CqgpVcDn1eD0JuF54lM3DBwOWODvzw1DguR8639OtPfPAYv7C4gR6/B/+vty/h8/2d2MkX8Tc+mcGH29vYrhRxKxrG//fdK+iuHsxaKgHffMA9vlCA7o7hXsCLN2dX8PPBFBbCGl/sv4YrHafrR/hw/Snubc0gVzaQK0fw32QqiBQV8tpAsKKAkT58Eg7ho40EfmBi4Fiyr2dFyzQpxyb08Lf/6RM//8VP/zeH/p1KqR8C8Ou01j9m/fwnAOS11n/xxG96TM7fHRf2H2u+naDjUCrTKOmMMOIYDTe13OvlziD+x89Ovvr5O6e68c9eLkEpA3fWChgr+lCCgZ1CCd9c2MFaihGV6fkMXEM0mLYrBcSifiBnIF3WKFWA7UIJyjCQNgowUYZSwFK2iGzZhZxWQBnYzCus50oADHxtvYjZDeYAn26X8Ife0vC7GLNxqwq+ki/hAxTxGytuvKtd+Ke6hH9fLiG6bSBbriALhX95x8AHdxnZ+eqzDbivMw2SKhVhuHzIlOhcP0vuYDDIlPhiJg7TuqzylSKKFSBZqgAGkMkV8WiFf+8nq0l8Ic2m51SpgExpC35XAT4T+FJfEkOuDuDBc2ArgQlobCq2ixegXzkJH7iTOLpCVqgJj5vNyYDVcYnXHXaPm5KmluIXTANY2aRTkS9ySnE2j1fdjskMX+OllZ0K+Jg5GOkX5+CcudYdxB/tdtapH718ca+kG13hXfMkjotSCt826EwwHncHMBYO4CurVDHazhbx7UP8/Xs9XfgHz2ZRhoFEqYJk0cBWvgzAwGquACiusav5AkraREkrlKAR9brP3TkAgG+sbUMDWMsW8Diewuf7O9HhdePbxjvx85vMLt6PJ7GWLex2EBJpBh5uXQYSKai5Zbz5/i3EF5dwO+/DM38Ca9n4qR2E5cwWKtDwmGW82VnARj6DrplOlLwlqBu3gEgI7wB4pyd25GsJR6FOmwHuVkpVR+C/rLX+ctXP9wH8OaVUF4AsgO8GcKYRe3EQmpWtHS4qABeWlU3eAA5omhhi1qHJ6fV7MBHxYzqRxWjYjyvRAFazefhNA9d6Q3i+kEQiX8b1njAqEY0XiSwGA15MdQSwnMvBBZpbAUMhXdaIuj1wKY3tYg5Bww1DG9AVwKUUylrBb5rIlMqIeX1QUYWZeA6dfhe+smriW/oT0FB4kfDCp4BspYT/4jXxi1pjNV9Cr9fApUgZi5kKihWFzm43hgb8WFzO4o1rHYi4fVjPZxEwDfhNBY/SKGmgDBOlsg8uM4dSJYBcxYShkiiUXNhIGhgzTPwg3OhymzCuuVCqaHgNBcSBhPIgaWjknrrgjUQQ0gruUgBI3wc0sDrYjX+eWscPJ4GU0vBa5VNPvXm8yPrxweo2PtsXw0xyB/OpBD7bOwiPGJ+nY79FP51lY7GN18O6OVtVyr7P77UajTWbiDd3KEowObR/IEAQ2pDJSABBl4F0qYLrMUda96PlHWRSBiqVCtyGQjoLeKGQh0aH2w2lXIgXcwgYbmiY0BXAYyqMh5pDnvd6LIxvrMURcZuYqOrV6A/4MBDwYjmTx0TIj04riLeUyuI/zm7gByJeRAD2MlWsLE25gqWYGzfWy7hc8KLTe/qBrt2+DqzldmBAIegKI+fK4MGlDbgDUVwRieP6onDaIv2NwzIIWutHSqn/CcDPA0gBuAOgdNDjG4GUGDUruQIzByXrfDANKqFsxK2fTWCkDxjqa/pGxWyxjP+8uIlvH+qC323i6yvb6A94MR4JYG47g2fraXzH5W6UKhX84tImvtAfQ9Dtxs8vruFvPJjGTrEEv2lgIODFdIrR20shP57FMyhpoNfrgulRiBdK8BoKg34fXliPGwv4MZfKoag1ejwmYDDL4FEKt7q8mM/QCXu704duzw7K0PAqD7667sdWoQATwKDbh8USMwmjQT9Ws3nkKxWEXS4AJtbzfNyNDj+eWEOq+t1+PFjI4Vu9Cn+8y4O8CTxXJeSh4dUevFt12WUsjUWXAuAx4fH5Ab8Xv+wz8HfnZvH9cON74cFPVcr4fsP5X/9CoYw7xQrGe/z4sLyFvAKGgyH8oVvvN/pfevGIJ6lKBFBByDB4GxugIz+9yCbmcIDX6EacMw3cLs5OkLkVwgVjIZXFXCqLz/fFoJTCP7q/iD/7lRcoa2Ay6kXJU0aiUEbQZeDWgBdLWa7ZI8Egnu5kUQYw6PfiT71zFePh0xvP9UBrjV9e2sS1WAh9gd3XdLpYxAdr2/iW/i64TRP3NxL4Pb9wH4liGb8v5sGPBU0OQt3aYfnh+7cArweFb96DqQHz/Tfqolq4nN6Cx3ShyxdBoZxDurSNqKe/ZUrnWqbEqHNSD//qU5QY/eSPHuvvVEr9eQALWuu/eeI3PSbNH4K+qPg8XEASKWB+lb0I20nWRW9s0/iYWeKwpsFearQ3YiJjHfC7TXz3uKMM8rl+J705GgtgNMZIjNs08Z0jzuMmQgHsWN3N2XIFxarutbIGrAofJIrlV5X5+YpGqcrpVUqjaP28XnCaegt6tx63S+lXY+ezlQISRRriZQAur/HKby9VgLzVnJoslV5NRigDyFvR/TCA31LWeHfQi6DVpJdABQPaQEArbO9ZpwNKAQr4qWwJo9cv472+KABg6cUL3IKJ3wA3vooy/lGhiGWzAg3g97nd+A6Pie/wmECmhO9CGH/Fk8J2Pr/v/0A4JdEw8KW3WfLncTN7kM6ytMjtAnJ5zkcA6LD3RIHuTiAWbphUsSA0M8Mh/67px6vp/CtxiWShjKI1dDJdquxasysasFfqnWKpaZwDwCqnGure93dBtxvfMeTsX/F8CYki/5J3XEDa52WjdjrLLOVGHHi5AI/L5LqysMp9/JQMBDtffe8xffCYDZizIJAGO11KqV6t9ZpSahTA9wP4/FHPqSfiIDQzbhcHL3V20EF4uUjnoBqlaJi4XaxvbiN6/V78msEe/MLSOt7rieJ6NIx/M7sMt6HgNoCRoA+r2TzGwj54PQZeJjIYDvoQMIEOtwumUnAphdEgU78jQT+ggLlUFoMBH0oa6HC7UYFGPG+gxxdEvpyGV4UxHPBgMZPFRDiE93s6kVlaQaFcwRf7uvFkJ4n723EM+APIlxXWcll0er3IFjWm3B78D9rAwJ6FI6cUdlDBiqlwy3I2/rYu4b1wGJF0HmOVMvwhP8Yj3FA/3IgjuprAD8OHJVTwc34Dg24//m0yi0GvHz+W1hhXJWwZBn53QOFKReF3FAP4stvAP3w6jx+aHIS/yTNLLYdpstzv63edYYfVdISAsUF+FadAEHbxLSMx/OLsFuaTOfzGqV6kVAn/aW4dXxiI4d3eIH5+aQVBtwvf2teNCrYwl8rgu1p4T7sUDeLbhjrx6dIWbntNFKzJ6pnNbaRcCtGFFXj8Xg5ATKSduUhC69D4pMy/snoQigB+r9Z6+6gn1BMpMWolSmWqoiysOMOb7HrnoH+31nobsZDOYijgg1IKD7bi+GMf3oM22Eva7/NhNc/yn8mgHxv5NJQClDawncerx8Vcfkwn+bipiB+LuRyUAkzFycz5CkdpvhXz4WmCj7sWCeHPfeYtGEohUyyiUNGIej3QWuPHv/EI/9cSJWhHgx4s5gsYNQz8naAbfss5WClV8IFh4P8s57ABjS6XF78+W8ZvDrjxcaGM4vUJfHaYEaf5ZBYjYToHD7aT+INfvYv/FOKo5r9hlPDVMjMDrnwQX5vhRjIaMzHSW8JvUx58uyXL+t+lC3hU1viekV78kbfOVBHtYpBIAZ885qTjoT465pkcZyh0djDDJwjCvhRKZWxkihiMsDynet3byhXgN0343SbKWmMtm8dAoMVL88pl5D59Al8qA7xzHc91AYVPn+CGZmx2dbwffWPDBwsjXEBapcTI2zmph3/dnz3x81/+sx9p+r9TMgithMsEhnoBtwk8mmZds2nJL6az1uCs9vuXDgedNHXI7Ya2grNKAdWy3W6jan3VFWgriktHwFl4DUO9elxZGyi8krNXyJWdF3SZJgzrgQG3G3ZLmlIKZlUvgFYGPmMa+MtBR13qz2wX8G8yZXx2NIANK69erACTLgPLZY3fEy/ib3udzc/eJAGgVKlgpEo//EcrJn4A/L3fCxQv+bFW0viwWMFvUm6EofCXkcP/Q/vwgx4TfyZbelVWJdSZoJ8lRqks5yb4fZQxHek/8qmCRalMhyrgb9qySKExeFwmBiPO2lm97lVLbppKtb5zUCoB957RObg2AYSDKMfzSCn9Suisoq3NRxwDoQlpP2vyItDTCUwvAV43F56vc2LvrgkzbcpQwI/fcXkCP7uwjM/1dOFaRxj/Zm4JPpeB7xkewL3tLTyKx/Hrh4aQKgE/M7+Ed3s6cTMSxT9/uQRDAb95YgCfbO/gw404vm90AKah8K9nF/FWVxSf7Y7h3y8soVjR+K8mRg88jt9yaQjpYgk7hRL+RNSH4Z3kq9/9Sm8PPk2sYSLsxdPlMgY6AqgYJeykgMd+F94zNf7mRBeuq9cHnd2bXYaeXUIo4MXfL5fxxVAAMbeBtXQaHkNjwyjhjbwLPS6Fmz7HuJry+uDKa4TcBr4UieE3Tw7W94MXiGkCn3uTDsJOgspiD56zvG9y+GJt9OUyM5lez8FCCcUSy7GSaWBpnV9txgdZklUP7DkTKxuUmo2Gmd3RmipSLTJHRmgTKhXg7lOuEzemOE8FwHg4goQ3gLVcHh0VA70za3hQMnDz0tHTiYvlCv6PR0v4l4+X8V2TvfiNU348T07D5/LgVuwSOuqggiQcA4W2X+/FQWhFlOKCM7/CTfDNK7z/AmyCLtPA940N43tHh16pMny2l01jSim829MNrfWr333P6OCr77/Q3/nqcV8Y2P243zDiqDy81+M87iCuxEL4i1+4CV2pQH1wDwCgo2GoaxP4kteDQiCIP/CfHwEAltNAd8iFeL6Ef5pR+JEBH95Jpzml1+dh1qdcBi6N4o2ZRQCAN1dAargfV25Sqz2b3MI/fvER36cSwJtFL2ZcRcy6Svi2nB/flwcAhV90FfDn379x+g9aOBilqFYUDlAg4MU8GwyBi+MkzCwBs0v83usBLo1yzoPfy78/leFjrEnl+xKrg659Oss5E4kUMxMuk8exsOqUbZQrlIUWhLNidZNzUK5PvnIOAMBrutDj9gLZolO/PrcC1OAgPNpK4S98/SUA4P/38Sz6OjTKyAJ5wKVMfLbvzUb8JcJhtPlSLw5Cq2KnX/OF+my0LUa18b7XkD/odyd93KHHYRiMKO95nsvY/RpuxWj/YlnjpcuNqZLV5JorALD6SR5Pv3r8X/J58K9KTiOsq6rp9WcCGXzNq7FdyAIamHP7UEkWsIAK1ky5pM8Uw6BxDNAoDQWAvq7Gvme+4ExkPo+G6PVtOgddUaf/4sFz/s5rqa/NLAHbO8BoPxAMOMpPD1/wM3r3lE5sKsPGzvllOgA9MQ6StCVoy2U6CJ88BtLS/CmcISsbwLM5IBzc5Ry8wu8FEil8WqjgLY+B5OuP2JdiuQR2yhFVJcLfKhKmbYfR3p+7WBOtil2vmSuIxvp5s8/i/C3Dnfgrv+o6/vP0Kn77QBhdBvBwdRs9Hhcmy0WWQJTKjnKFAlAsoeR2w1WkY/Abxhx5usFgFP/V5Nv4dHMRt2L96POF8bX1GYTdXrzdOYSvrG0gn0rit40cXBYlNAilmDlYWqfx3kiqI/f2e79xmefTWRgJG9s08iNBlje6TJ7DHz3k7/MFGuw+D0seF9ZYbgHwsW4Xn3caVjbY/wEw+/bGJcAeAlUucyZFMk0HIZtn87ggNBqteW3OLvN6vDG1/zVZLkG7TLzs7MRX03l875Wjs1sfrs/iqxvT+MGbLizHg/iha8P40lAQj3am4TM8uBodr//fI1x4xEFoVUpW/bpIWTYlSil851gXvnN1GVhdAwB8CwDkrKyA1jSUVjaAndSr2mxXpUwt7JE++PY0nE9FujEVcTS4v2vEicL+2uGjU9RCA7FlTxtd5rcV59eJIRrCWrPWudGN0uUy3yeR5prz5hX2YwCvG0G5PJ0EwHEOAK5Zw/2MoJ6U9S06B9EwcGWcjohS/Bx2UrzNLbOZ3DB4rBcwwyqcMZUKz8u1LaC/C7g8tn9mr1AENhNQWuP7kwngVpVzewh3t5aQKRcRChTxA0Mx/PrRHgDAZ3raU7mwNVBtX04qDkKrkrUGYvlOsdkK9Udr1kWvb7MONV+gkeLzMtIaDgKdESCeAj58wOeEg3QKYhFGZkVDv/Wol4NQKgMzi5x7Eo2wXCnodzaikhWdH+4DCiVG5GcWWYffFXVKD+tNPEXnwOthXbVZFZgI+oFvfZfncyYHfPzI6ZPqCPP3hQLwdJYSzQsrNPBvTh1fdc1e966M73Y08gVn0jXArIrXA0FoOMUicP8F+2DGh1hWd5DhGE86waGZRZbA9cR47SZSvH7euPzaHhByebGGFL93y57fFChID4LQpOTyTspeOH9KZWB6gdMxbWMxGmZ9elcHNwKflw7A7DINyYkhUVhpRkplYHGNDp3fWxWlBq+3gCUvbEfJDcXIIVC7w14u0wh4pbdbpujA6hav7UiIPQ0LqzxHro7zccN9wLNZ4JsPgKkR1ty7Xbzv/jPg9tXGGMbbO/z6mZu7nQMbpZhVWNngz/3drx9HJMzo/sY2DaWv3aGhf5yeDbvn4sFz4O1rzrF43Py/ZHJ0SsQ5EM6CXJ6ZtVyBjnNv58GP1ZpOtu08xyK85lc2GFCySecogFDFD0zcxqdbi+hw+3Gpo6dBf4xwbKQHQWg6tAY2d9jsJ5w/WrMuezvBQVmdEUaEqg3/kB9Y3qDhOdDNkpA2nFnR0mhNg3xumU6Cz0sVnlpnSgz1Hh7BX9uicZxIM+JtmoDfA/h8LDHLF+gYXB0DwiEa5WtbwNomcGmEjx/sobzx9CLPuXdv8D7TYInD1+/SiJ4YoqFcDxZWeN72xPZ3Dmy8nsNlS30e4MoYby8XaBw9ngYyWUo317KedYTpGD2bZabOLs8wDA6KfPCCzsfGNjMwUoIp1INMjhF/KODyKB36xTWu6QrA7SsHX29a8zxf3+b3dpbYY/Bc7u/mtZDNM4uQyrzmIJiGiXe7pb+s6RAHQWg64kkaE5NSd94UrGzQObg8RmNtPy6PARPWxEzJGDQnhSINV4DR6UiI/69CcfdjMjk24NpDvrT1fVf04NculYFHLxntj4aBYDdLhHI5qux43IxAdoT4Hh8/5PtcGqFh8XSWWQTDep9wEPjmfRoeN6cYhQ8H6VCsbACfPuH7DPQ4yj4noVgCZpbZ6Ht98mSvsR+Tw3SUn89T5nFupfa5CG7L6E+kd9dvK0XH6M4TOgpK8bM57P8iCIdRqQAvFoClNV5DWrMPxqYnxvM24D/4Nda2eOvtpEGZSPOa7o7yGv/kMR0Oe22IBBv+ZwlCLYiD0IrYZUWNVkwRaqNY4tflNUsff58FXikpB2t2vB4a1Mvrzv9Qqd3lKl7P/v/fo7Cv1Uujh5chAFZUPcfvKxUaIDNLvO/6JLMUHjdwdQJ4/JIKQqMDPL+G+4CRPiu6uU6nJOhnM+RJ+pVKJRovIf/hDXmFIvsm0llnYKOhmBkIHmA8+X2sty6WmP2YXaaD7T7Cge6KsmzvxTw/h+rPM+in7HA8Cdx7xs+yp5OG11GfuyBUU62W1d9N5zNXYHbKZQK9XY6a4GFs7TjqXQ9e8Dp++IJriR1cePsar+s2b3ptKxSg2/zfJRZLKxIKcCPcTjRWuUQ4mEqFRlE27zROprJs0Py298732IST4zLrv0mXyixbAmpLSVeXxbjdNE6CfhorHz0ExgY4oK07yhKjRy+dzMezOeBLb1tKWP2MVD56yfPyc28eP5Pg99Egn1vh93vLjJIZ9t5sJ5z7lGLZRUXT6I+EaPh3Rfcv+XGZdLo246y/jh7hIBgGcH0KuPeUDoChWNpX/Xtb+rlUpqO0vsXsjPQmCLWwEef1Fgrw3LIbjz3u40f4vR46wfee8ToZ6qXDurBKh/r21YOdaKG5kRIjoSlxmU6TpHB2LG8AT2cO/v3NqTM7FKEBhPyM6m3tnK40pVRi+Uwqw4ih1jTsj3rNbM5xUJRiHT1AIyUcpAMwvcib1w1cmwTevs73+PABHdcP7rF8Z6iXUfOlNUY+D3J8tObvkyl+9Xn52pEQDZiClf14MsObabB/xmXy9y6TWY5YhAaV7YQUi8DKJg10ewhgJMTHFApAvsjIajrLDEvIX7vxZRrArctsEH34Enjr2u7nVkd2r47zc/v4ERupxRhrf7SmMZ4vUnb0uE5/PMHnvH3t9KpynR2ckWI70YkUM4ndMR6nZA1alzb/34mD0IpoTYNA9L3PlkcvHbWaar74Ng2WNl8sLgR2TXvuFOV7WtOAX92kUT/UyzKXWozfjTjPMZfJ6PezWZbhAIxE3rrE8plEis7qnSc0eN+8AnzLOzTGn8+zJGlmiQ5rpUI1pv3mFSyt8/eLa68fSyyyOzNg09/NYyuW6PCM9O3fcO92M4sx3Mf5BNs7fL2VDRrwHjezcH4vey26ose7hlwmP5uPHgKfPGLZ0fUp51oc6uXfZZeJFCp02MRBaG824yw/szO7mSybgWtBazYjL67Rea2H5HQuzzK9oV6+/tI6neLgEWV7gnDOiIPQilQq3JzzRX4vuvlng+0c2DXNkaAs8u3GliXnGT2FAtD8Co2AgW42px/n/LCd/kujrOnfzyGNhp0G5LUtGkMfPmB/wubO7sc+eMFI5WacRs9Qr/O7hdXXHYPP36bxcvfpbufAzhhcm2CpznFQyjnmUw5Rfg23i05YvsC/fX2LDgzg9AYZBkuuemKNmxMhnD8lq5dlI87/c08nz4ftBB3RZJo3w2DJW7VTWyoBLxf5+FKZTf/1EgGxgw0Tw0ClTMd+eZ3XuNC6KCUlRkITYpqUCnw6a01u7D76OcLxKZe5WTyeduqXXSZwo45qLkLzUCiy1t7W1D8JJWueQWfH8Z0DwDFacnn2DxymeOV20eAP+rgWPHzB9zcM3r8Z52Muj7J06fmcpaBkRdCrm629HqtB2FJSsacTXxrd7VQ0I8Ui/1+Tw7uzql1Rro9uk+VdQvuhtSURXKTDm0yzmXi4D/iVT/iYgI8zN6qZXqQTcM3yWOdWaLT3dbG357jZrMOw15JsjuV1AR+vb6H1afPYbJv/eW1Mfze9153UeR9Je6I18NVPKRcZT7LZMl/gYCehPdna4f/42sTJjYNiiUb6fiU9tWA3Sc8sWa9Tg6MSjfC8LJX5s51hfO8mGyA9buDGFF/38UvncdWqPu/eYJTdPma7HKrZI2QrG1wD7Wm01dnU3k7+H/JFOk9C+/FinjKhD61JxtcneB7bE4sBOtoDPbwWvvQ28M513p9MO69jq4a5XXTu65kV3kk6KnbpLG+nyVAKzYNSJ7+1AJJBaFWUYrRjeYORwIP094WTsbFNFZZcntmDnRRLOESjun2xDYqNOK+pkwzZyhdoVO9Xu18LLpPn2eomr+m9w8PsaaymwccWS055jY3bxbWhehMK+Ni/cO8Ze2luXeLvezsZZX86w2Zel8ua9NrJc/6wwWjNwNyyJe96gJrb29c5dVkCKe2HPfHc52VW1+txMm6VitOH0te1+zqyS8+q1/IrY8CMi1mIcrl+gaBsjnt0fzev3btPeYxdsaOfKwjnjDgIrcylUUbHns1yURPJ0/rxaNr5fifFTag7em6HI5wBfV1U3Vlao/HQ13W85xeLwEtLm//W5ZMfR0+Mt/1Y2TxcRctlAp+5tf/Mjc4Oll9ML7KBM+BjhB2gUxTdcsqJ4paDUz0krhnxedmEetC0a/tzOMkMCKG5cZksK3u5AHz6mEb45TFG6Ne2WGY02PN6md7SOr+ubALFMjA1zEzdlXE6yPMrLFXrOeXcjLUt7s2GYlZjaY3OyTvXnetOaF0Umj/DekrEQWhlDIMqJR8+tIYM9TrTXYXT8YXbwFfvOIbHzSlpBm937Ovpa3doZOQKnHIc8NHAPCwtPL/izCKYGqndAChXWNpUKnPD6epg5mp9e/dAJrs3IJN1nuv1MAOQLziTWof6Dh/I19NJB2FtC+jr5LphU50xuTIO6GmWcAT9zauYNtQL3H/OcsBwgMe9N+viclG9SCQl24/hPl5rj2do+BdLdHYNg0Gz+RX+z9+87EgGT42wpCibY59OJge8c43nyfggy5OezPLxxxlumUjTCRjq5fuubzMTeW2Cql1a06Dce34KLYtu8/VEHIRWxzCAK6PAnafA/DIwPnTeR9QeuFw0uFY3He12of3JWrXI8yu82Qz1MmNXrrCZMZd3jM1SidHIrigHKtnNv/kCjf9snpH4fIGOQLnM1/G4+Tp2T8Begn5mr+zyoZuXeH0H/Twv48ndxzg+eHTPgt9LJ2Rx1Sm1ME3gs7d2TzB2u9i38M0HbIDu6nDUX3xeGj87KRo80TCzEzapDHsofB5eR37v8bMxtdIV5QyEeIIG4seP+H4+L48tbRmCzV4qJZwMZQ3Je8fHc25rh9m3oV7+vJ2gYb6x4zgIfi/wmZssQ7r3jOfx7DIdB8NgU//Hj6hoNFhjg36lAjyxJqCvbvK4xoecAWsAfyfnYXvR5jFDcRDagWiExuzcCr8GROe7LkwMMdIq01cvDsEADW3DoFHf2UGHYHGNxvfCKo160wDsqhalaJRcm+DzsjnOIrAlU+0JrPbN9PH5WWuWyUAPjZZiiRFNlwnEOugIzCwBs0t8nUiQz+vv5i1foAG0sEpDvNYymskRNnUurTmv695HLckwWJv96CWbgSua79XZ4fxtAJ2Urij/tmKJ8w6UAjarHJ/ezsZF7ztCvA32APOrNMTyeR5v0Jr+3B2T7EE7E/DToQWY/bv3jOdiR5iZpYE9PXq2SlciTUe2uqQvHLSu42MoDS2t8by7ZCmG9XfvDirl8rxmRE2rfZASI6FlmBymsXD3GfDWVam5rQdeD6Ojudx5H4lwVrhMYGxw932hACPmz+f489gAy34UnNKjZMZSUknTMDENPq47VvusDJ93t/QowAjk3LIjsVuN1+M4C8ch4KNq0WacPUylEmul+7tpVLtNOkNK0YH5wlt8Xr7AIVLxpCXjOspMw9wKsGCVcpiWClNXlGvS1+7Q2DoL49ztrp92vdB6lMucmL26yWvlrauvX0/VuFx0DDbju4fnac1re7+2llSG6keZHB2IYpHOyfo20Bmhk3rYuS5OqtBCiIPQLng9nKZ65wnLjd67IenM05LLc0OQhrKLja1ZbsvTzS47tfumyfMjlaGx3BV1hjT56pB5Mgw2x69vH9yIexLs0gwA+C8fs0TCbt60+eLbu50Srwe4us+ks5Cff3My45RLrW5aqkimM51aEBrJi3medyP9vNXSP+D3sdxPa962E4z0lytAYM+6X91npBTPeZdJB0NrYGr0dQdAazrUc9Z60ay9PMIJaB250pMiDkI7EQqwzOH+c06F7Org5nwSucaLzOYOU8bxJFOI+xlFwsVAa9bgu13A+7d43/o2DfdKhUZxLk+DZLR/93TWepDO0vnweRvn8F8aoXOQyuy+fzNeW+/AdoKfQzXf+q41adQQ4QSh8ZTL7AMyjf2zbQeRyfHatqcb22VF3VGnLCmdZanfxjYzDv3dvOYzOWbfIiGnLHFti+V45TKzcYUib6ZBhSVxltsLKTESWopYhGnVpTXevG72KEwMSS39UaQyNP7sko4Bq3zjpFN1hdamWGLEMJWhzrpt/FfXMze6pPjJNNWU7PrqRjDQw1u5zPdymbzV6pCMDTLims0xK9FvzWBY26JxJA3+QqMxTWbQpxetUkBNRa+jCAfYjPxygWVGN6a4h9oOxuom8NiSvHaZVBG79+z11xkbYN/R4iozil4P4DK4d3RFeRNHuf1ob/9AHIS2wzCAt6+xXjidZVp0dZOb9dXxxqmJtDoLq0xRA4weXZuUBf2iUijyfFheZ8nMcJ9TjnPWhIOMzj+bpTHTSCffNHfXYteKx83MZTVa0+gKBfj5CUKjiYbZd/DJY2bEBnuPLgEZ7qPx7nY5U8wB9hKtbuwuuyuVD1Yc++AeAwqDvZyrIJLYQhsgDkI7ohRLEnxeLn7bCSqhPJ7mxn3cpsZ2plKhQs3LBUaOro5LpuUik86yj6dYolMwNnC+EfCJYToJT2aAb9znORoN87wN+qnec5yypnyBso52jXXAt7+C0WlZ2eB7XRoVY0k4O5Rio/CTGQbGjtrr7F6CarQG7j5hiZCtgGXvnfZz7O87Qvz9ygYb5GVvvTgoQEuJkdDyxCJcyD55zMhoX1fbN9fURCYLPHjBWtLODjoHe6duChcHWxcdAN67ebJoer1xmTQ6gn4aIZs77A2wUYrqKf3dh2c5tGZj9dzy683OY4PAcG99+yeW1nnMXR1HP1YQ6klfF6+V5/N0po+r6KcUr6fFNV5/nRGWmy6vWwPYKsAbl3kdRcPMvEmW7GLSYAdBKfXfA/gxUFPrHoDfobU+M1lFcRAuCobBRe7ZHCOIdhRyZZMOhM9zsZyGdBb49DH/5luXmGkRLjY7KUa9b0w1h3NQTTjI2yWr8dEwOOV5c4c11A9esAb7IJWUuWVmEXs7geF+1kdn8hyuOLvEUsSgj3Mgxgb4+oZxeLNnpbJ/dsBW/xofvFhritAcKMVgz8eP6PC/de14E5EB9uwVimxejoaB1S1KG18aZWBJmo0FoKHrm1JqCMAfAHBDa51VSv0LAD8M4B807E33IA7CRaKvyxm81HGFfQnPZvk7lwmMDjAS0u6butY0qJQC3r4uMqYCWaqKGDYrSjklcNGII0Dwjfu8lgd6aNCEAruv440477s+6dzn9wGxsCPtmM4x8rqy4TwmFGB2rauDDkouD7xY4ORiexp00M/G5FiE0dT7z/ncPim3EM4Jv4+Tx+884fk80n+855umM/9kc4cN/P3dItsrnDUuAH6lVBFAAMDSWb+5cFEwTUdtYTPOGkuAjkMq4zQVtrtWczpLxZWr4+IcCA5bCUbYW21+iGFJKD6fdXTaPW4a9oM9vKY9bhr1Wu92HAzDUVkB6CxkclTnKJT485xVmuRyUdbRMOgQuN3AVpyP2U7sPqah3vrMgRCEk6A1kEo7358Ee8Dh2hb3yA5xDIQqFIAGtldprReVUn8JwByALICf01r/XOPe8XXEQbhoDPayPvjlgiOdGIuwHOCDe9T+bwUHoVwGppeARIrKEh4XDbt8gb/v7XTqQhNpGkl2uUSxxK/SbyBUE/A550+r0dUBdL3JsojtBAMA65Ymu8/LyP9A99HZwVhk9/U/PsjrZWuHN7+Pr2NnMYZ6uJ6Eg3S8bV34zjPoPSiVWAKSLzjvdxbvKzQ/hSIzXV7PyRXIuqLAO9d5/rfCniicMacelNatlPqw6ucva62//OrVlYoB+F4AEwDiAP6lUuq3aq3/8Wne9DiIg3DRUAqYGmFt5vo2jeb5FaDzKhfExTUaAMdt7KonhSINnJ0Uv48EacwXSoxc+rxAPEXNaYBKE4UiUChwQyiXqYe9vu0MqnGZwO2rdBQiQX4OWwkxKASiNWVtM9nzPpLT4XEz2tnXRQN6aZ0lEsN9zCacBLfLec3XfucGAn6uIbcuOdmXYonXWKOGNFbr0wNctwDg3Rsyd0HgPhCL0FleXGWG7STIuSQcxumalDe01u8d8vtfA2Baa70OAEqpnwLwBQDiIAgNpLODzoA9/r1kSTteHmMZwpMZGtPnwWYceDRNI9/tosEzu+z8fmGVTkLaMuR6O3fXVdssr7OUKhKkSsvcMnD3KWdE+K3hNWubwOSQyDBedEplDlfaSbGev11wudhXNNrgaW5bcWYepxfZxFkqAV/9lL0QjVpH7BklnR18z3SG69bLBTZrC8LNS8CHD9hbIwitxxyAzymlAmCJ0a8G8OHhT6kv4iBcVK5P0oh+ucDoaToLPHxBpYZlK+p4lhKFmRwjPUvrjNpcHXdqQAtF9ktoDTydYVmBoWjYH9QwZk+HtYmGgU8e0Wl44zJLIzasqcnjbWQUCscjmWZTbaFIR7LRxnQ7MjpINbTFNTpYq1u83y7lawThIL8GfOwj8nudBuqNOIcdChcczfIzOReERqDQUJlTrfUHSqmfBPAxgBKATwB8+fBn1RdxEC4qpsGyA48bePSSBnQ8SUM9FAAePGdkrifamEFKNloDM4vA3AqdgYEeTqKsbhSt7hU4aUTSHnm/EefP0YhTUiUOwsWiVAIW19movr7N/pW3r4k6yUnxe5ntK5aAu8/4udrsbYquF3Zt+coG+yRMk/1VK5sMIkRuSo/RRSaZZjBIa5GwFhqGbrDio9b6xwH8eEPf5BCktuIi82KezgFAZyASYtPvxBAjdM9mgQ8fUs6wUSys0jno7wI+9yZwZaxxKjLpLKfH2kSCLC/JSgr6wlAoUh99ZpHldLEIpW7FOTgd71zn10TKyRyks7vLA+vNcB+v3yczfE/DYGa0VAa+fpclhcl0495faE7KZeDhS67rQ72iPiQ0DuMUtxagRQ5TaAjVDVjprDNJ+OksDfUr4zSo7GbgRrCywQX8ynjjI36xCJDMOEaD3XS5vMFI03aCZUcrGyxXENqPF/NArsBM1Odus7FWIs2nx+d1yrM6I8C3vMPra3bpdQnUetERor79+jbLI4slliW+fZ2GYTrL6fGLaxzqBnA9s/uR7j6lQyO0Fy8XuH7fmGLgq93n+gjngwLPrZPeWgApMbrI2Aby9CIzCW4X0/SLq5wy/N5NpmenF1l+dGWs/upGlQpf8ywumNF+qp88m6URYStdbO2wTvXu092PlwnL7UO5TKWdtS3OAomGz/uI2o/hPq4dLpc1m2GUzvijl8Bnbh1/mm0tTA7TwXsxD3z0EHj/FhAO8DY6ADx+yQb0lwvMGCbSjrMA0JD8zK2W2bCFI0ik2Mc21CvXuHChUUp9HsBvBfAtAAbARuf7AP4dgH+std456jUkg3DR6evipjrcB2gw4hcKME2/vg3cnGKUbr9hSPXA5WLfw1ngclHiNZlhaZONoRxVJMAxFnItqokvvM6jaZa7dMekEblR2AGGtS0OXjRNlvwUS40vNRodYEPqs1ngm/f5/m4XcOsyHf3+Lh5Hz57/fzbPda2RZZTC2aA1s98et/SVCWeAssRSTnhr5JEp9R8A/BiA/wjg14MOwg0AfxyAD8C/UUr9pqNeRzIIAqN9UyPsPXg8wzIbv9eZidAdZfR1ZRMIBRmdqxceN7MTjWpm3EtPDFjtcCbOpjJAR9hRPSoW2cg8syQzEtqFZJryueNDzB4IjWOknyV6T2bYlxAK0DhfXOW6sd8shXpgZydWNvl1dokyl0rtnhS9vE4jEuD1vZ3gTBiAk5/DQR5zwMf5Dl4PHYtCgU6EttTUyhU6JIUifx4dkFK182ZmiYGeG1Ocv5HK8H6ZZSA0igYb+qfgR7XWG3vuS4GKSB8D+MtKqe6jXkQcBMHBMFg/vL7Fjf7prCMDOj5EJ+Hjh5QJrYfxXCyxUbSv6+xS/EoxK/LpE8dJsI2WZJr3GwbwhdtSdtAu2Bmqs5Ttvai4Xaz7fvSSAYbhPs5XSWZowDXKQejvYpmRTUXv/n21Wpo9QMvn4WC1VIalRqksS5DWt2t/X8Nw+pduXxUn4bzYjHOv6u9iQGsjzr4UrYFrE40774SLi7JuTcg+zsGJHiMOgrAbewDR/Aq/n1thhH1sgLMDPn3Czf/65OmdhHiSG/lZL96GwbKDjW3A43F0sje2WZ9cqXCD6Ymd7XEJ9SeZpiPo9bCBVWg81Vm6UIC14PZgxo1tfl9v59vlosjCkxn+nMqwt6hiTcje2GZten83eyMeTTPbMNj7+vpTKnOidibHLIHHzZtpWg2G4Pde676dJHDvOQMqty7V9+8SDkdrlrQ9m+O5dmmMfQgPnvOcKJUaO49DEJoQpdQIgP8ZwBCA/wDgf9ZaF63f/Wut9ffV8jrSgyDspjvG1LyGU5d77xkjNC4XN0Cvh/fNnbKu2K77t4cenSUeN42D6iE6fd1OBFDkEVufbJ7nqQKjiJIROhuUAq5P0Hh7+ILryHAf140HLziYrlyu//v2d1M9yR6ueO8ZDcW7T63G1T4KLRgGcGmE5QEfP2LAY2HFUS5zmZS97e/m8LyBHjo10TCVkyIhOpsuF98rGgGGe7lGPp8T2eSzolDk+fR4Ggj6uG8Zis6C18PyWEAGpQkNQQPQhjrxrcH8PQC/COD3g/0Hv6SUsiMhY7W+iGQQhN0oxQU1FmZEbM2aivroJfD+G1Qcevsa8GSW6kamScWIk1Auc7M2zsBP1Zobd7HEcgeXyff1exl5Uop1x5PD1oYj0eaW5+U8I8hvXeP/Vjg7XC4a0pksjTbTRTGEpXWWAs0tAxPD9X9fwwA+f5tlkn4fr/NyhccQDjpOotdDlbaXC8BOiuvc9BLXtpPUrA/30yFdWqds8uXRsy2dvEhozfK1mSVmeyeH6YAqBWzuMPB0bYJ9KB2h+ivvCYJN817fPVrr/836/vcrpX4rgF+2GpP1Ic/bhTgIwv6YJhfZUtlJ1dvygKbJCGGlwoiZ13OyKE2pzA28kZQrLJdaXmfEaT/8XhorIT+Nmm99t5kvfKEWSiWWiQ31inNwXgR8zMQtrTFbZ1jT2xNpYGGNEf1G1OzbakpH4fWwVBJgOdGdJ8w43Lh0fCEGt4vNsfkCgylPZhiIuDx67MNvOOks122A5WC1fFbnScoK6KxsUFkumeb/KxZhv0v19W3vJ6kMHTZRLBMahUIzNym7lVI+rXUOALTW/1gptQKqGtVcstF6JUYrG2w2ExqPUozOdMeANy/vjsTYZQShAPB0hsb+ccnmWcfbKMplZgNml/Z3Dga6GeUzDJZCfOM+8I17jCpWa6ULrcdGnF9FweT8mBym6MHzeV6H2gpcjfTz+to6Uob77Aj4KF6QK3AGzEnxetisDNAxspV0zhut+Xlv7bCcKp7k7dlcc/0fqimVgekFzrf44B6lcuMJOgE3JimWsdf5DwXodC5Y8zikj0y4mPwEgM9W36G1/k8AfgichVATrZdBmF6ksRcO0sB0u4DeTon4NoqgnxvnfpgmjYC7T5miH+w53muH/EzJ5wpUFDkuWjOSlM0BygDKJToxkRB/b0u22owO8Fy59xQolFgKAFj1xCY3lFCAm0s8yeiiRJ9bj0SKEdxwkP9v4Xxwu1gXPrtMJ72zgw652aRxKb81sDFyyp4orRl0qFRez5DaTtJZ7FeJFNexdJaOSvW8GbeLA+I+fsRyr7OWdN5OMNhnGCwDikV4TMkM1/OtBHs67M8wHKQU91Gln6bBrMLDFxyMaTY4Qy1cbJrU7NRa/5UD7v8EwHfW+jqt5yC8c52LXiTIZjeA0am+bkaEO0Lne3wXjWiYi/bs0vEdhOE+GulzS8CV8dqfl8lZiijx/ZsdP3OTGuYj/UwBhgI8Nnuz+NxtbtTFEicrr28zWlUqA70xOkRPZoAPHzhG5mCPOKGtgh21vTF1Nv0twsEoRQW0pTX2BfR1OcGAZAboP9/De0WxBNx9xnXh0inLggyD0e37z6n6dusSjd+VDa53Pi/w1tX6HPdh3HvGNc1rqTCFrDkUuQLXObeLpaGLazTEz+JaKRaZUVrb4vtr7TgKsQidAoDBmv4uoLeLe/1x1t6eGPtdpPdAaCAKzb+9KKUmwEblcVTZ+1rrI4ekAa3oIHg9jizdrcvcdFY3gdUN3j5/W7SozxKtGaE6yWfu83JT2ErUvkFpDdx/xlrf3i46hEE/759fZcbALneKBIHI5P6voxSPeaTfKXl4NE1ZV7/XiaitbTESN7fMevahXolKNTv2eTS7RNUacezOF6XYC5S2ItiGwTV8aQ3o63QyfudFIsUJzKksMx71ECiIhllqdO8pS2RsPG7KopbLjV1HSmWuif3dlH898DgjzJgurnEdbCTJtOO0jA0wo6sU8NU7gK7QOejr4v0+z+msL79kfoXG0wJby78G8HcB/FsAx66bbj0HoZquDt6ujlNxZ2UD+Prd3YuP0Fg2rfpV/wmjNf3dbAx8PM2SnqP+Z+UKS8smhnY3oO2k6Bx0x04mm2oYwLVxYM5LJyGbZ3RtqI+OZ6HI8rZUFhjpYxbDjoTmLK30aFjOuWagr4tO68Iqo4kyEfv8cbt2N/5eGmEm+NMnvJ7Gh87n2snmeAxavy57fFrCAQ5i29xh5Lynk+flwxdAJl/fifQ2WvNznV7kWnlUiV1nhBKuLxeYaeiONSYsaksOGwbw7lXHCSsUuW7apaBul5R1CkL9yGmt//pJn9zaDoKNUnQSVjasiZlLVN2ZGDrvI2t/OiNMBxeKTNO7j3lKdUf5f5peBHrj3KAOwy4f2euQrKzz67XxkxsapsmI2twKf7YbXasJB1i3ux8uk5vt6IBscueJUtSuX1hlpkk4f/ze3TXwLhfLbKat6cYa7Gc6azZ3uGfcvtqY8lSvZ3fp5avPoGalwdpJpKhOlMwwYHF9khnaw7DFJj59wgxqcIXyr/Xm8Ut+zm9eZvknwLX87lPuG6ZBh2ZhlVlaKQ8Smh3VEvHAv6aU+nEAPwcgb9+ptf64lie3h4Ng4/cyUgEwYiM0HtNkzf7dp8A379M4Huw5XhRqpJ/NytOL3BiC/tevvEKRahsz1uyFvVHhgyRMj0s0zKifYdDZqVSYEne7+L52KnwnZU3uHKVjkMlSEWR1k7epEW50LbCCtCXmGc3XEGojFuH1nS/QaAZ4rdsD7BZWmUlwn2F5aDrL0hqA1/dZXqu6zg5CMs0eCpfJsjpbna0WTJPO2tfu8DM5SaDnMPIFStuODzrOAcDmda2Bt6/z/b5xj+VmUiIstAQKqvn39zcA/CiA74BTYqStn4+kvRyEwR7qa08MiXrJWRINcxjV9AKHIMUTwOUxxxA4CjsDdO8Z63XdLpYcFIpAytK8th2/gI/Np9X1u4+n2ccQi5yurrdYYi1yvkDjpSPEjdbr4e++9qkzXRpgBMxn/W4nxXPONjhezPP+gA9YXOVxuV2czCpD2BqP18MG9WaRmbzodEfpILyYpwHrsrYepShWsLrJBt6z0q3f2rFKXhSzgrWuVaclWBU9r1fvRTpL58Btch0+yd9iWs/9+BEDHTcO6N06CS5r7Vvf5kC5ahUrpRhwsaVWr0+c3rEvFLknVCoMGhoGAzYSMBDqiEJLxP/+bwAmtdYnSqW3l4Mw3M+bcPZEgkzTL65SpWLzLjfDUIClA0dFhWIR4LNvUP5ucY2GOsDXCPpZMhINO1OPq1nd5Nf+LpyKzTg3MYARr7UtYGWTylml0m7nwObrd1+/TylGxjpCbJRNVhupqr6br3AwXg+Ql0xiUxDwszdsdpnX1ttVhmwowNK82WV+baQDnc1xfdmM03B9/9bZZi18HqtROVWfAWVbO8DDlzS637xyOkcnFOD/aGYJSPbXr0fCHrp57xmnm18e4/09MTZszy2z/+HGZH1Ki1Y3uY+EAly/AWappWxJqDMt4CDcARAFsHaSJ7eXgyCcP0N9rOPfjHORthfr8SEqlhwWxfF62LTcHePGFw3Xlm52u7jx9p7SQejtpAGxsMoeFsB5f7+Ptbmrm9x47EFqT2b49doEo1XhIEuSCkUaOvkC/2b7Ni6TPc+MYkkGpTUT40NArIMTi+dXdsuJXh4FPnzICPZbV08mNHAYdknPp094bXo9DFycpXMAWHMWQnSSTkO5zIzM4hrXmVuX6mMA93fTQdhJ1reJurODe8PiKs+B7ijX2+4o10vTqJ+q0/o2j/2dG+zJWFzj/1wcBOHi0QfgsVLqm9jdg9CmMqdC82NH/UcHWBv7bI7TlqcXOKsiGmHG4aANwWUer0SsVK6PrJ1hABPDwOggDfu9jcZB/+uNlB0hRqmjYec+t8up4R3o4U04W9JZGgXSLN5c2GV7S+uM6toRb6+Hmbpv3GOf0a3Lpw/PaU1DdydFI9GW/tyrgHbWhANU7SkUT15v/+AFAy+DPVyT6mVc24PdiiXnvkwOeDFHA/80imCTQyw/fToDhG44UqaeOpf+FArcYwCWdC6u0Wk4bzldob1QnM/a5Pz4aZ4sDoLQWMJBlhNs7dAomFvhzWVyw7EHJ9llOTsp1ud6PVRIOmrjW9/i86rLErRmOZBhGRjHrT01jdoNS79PNLebEVs2se+UWSWh/oz0U3FufZv9BzZ+LxtZZ5a4Bpwmi5Cx6vJtFatoGAgGuE6cthTxtNiGajLNkqrjkM5yHd1O8Ny2y3XqRTzJr9Ew19GldQZ2yhVKs37m5slr+Q2DykofPwI+esBjr3ev4MIKAzb2vmFnagLS9yXUn2YvMdJa/xIAKKUiOIG9Lw6C0HiU4kbYFWVkKpnmxjO7xJs9mMx2DmxMg2UJB6kBlcqsvwVYx7q8TiMglaFhoBQ3pa4ONqmJOsbFwe4XkcbE5iPg4215nUZutWJOZwcdhEzudA7C9BLXmuuTtZcqnhV26c5mvHYHYSfFAZGlMte1vi6ujfXG7peaWWSZZSrDz687xnKd7STX05MS9APvXgcezwCPXrLTs6eOToItUe11M0jw4AWDTfWcbyEIsCYpN7mDoJT6XQD+DIAsqGKkYIlK1/J8cRCEs8XtohHQ2UEjYDvBSOLiGhDyU+GkK+oMunoxz76AS6OvOwmGtVGubtIA8HmBXJ7Gh70hlMtsNt7aYSpeyn3aH7sRtStaX7lGoX5MDtN4+/gh+3c6rBI9O+J7ktBcLs+5BqubDELEIs2pZmeaDHosrrFvqro88SAWVukcXBrh39So3onhXpoQm3H2WV2b4PsVS3QQsjkApxw8GPCzz+TTJ+zhioTqpyIVDnKtH+rl8bpd7B1z1akESxBai/8RwE2t9cZJniy7p3B+2JHEoV6ms6uNAnsy8fQiGxrLFToP1RFhw+AGdm3i8PcZ7gc+fMBeiOPogwutx04K+PQxv69ughWai64ojcRH09Y05X6WF3msLSmVqd24X9ukApI9hCzgoyHd192QQ68LE0M0wp/OAO/e3C39uR/pjDPZvZG4LCnmscHd99tzYKqH3Z0Gw6C09YcP+DnUQ9EJoLOxtQP8yifcQ0xTnAOhYTR7iRGAFwBOrPUtDoLQHOx3pSnFjdQ0WHaQzbG50OPeX+70IIJ+RxmpBa5o4RRUD6DyyPLW1ERCHEr4cp5BgGyOJUEB39HzK7J5IJkC4imWKtlyyl1Rliw2+3VumnRg7z/nutRzxAR5nxfIneNUcKUoLLGTrN9rBnxcy+PJ+jkIw70sjwKc4Zlfv8Nyqf5uBqPOauaF0PY0+zID4I8C+KpS6gPsVjH6A7U8WXZQoblRitEsv4+zEe4/5/0eNxd7WxEpm2OUy7XPKa011TOi4Za4ooVTEA0Db1ym5vryeuMjrsLpcJnAlXGWnbyYZ8lJZwdLaqqnLlcqjF4XSzRS51cdqeGhPirktFpmMBZh8COePNpBCPg4SG5vpvUsiUWAlwtca/0+ljztpABologdN1KvFK/X7UT9/i7TZOP7wqpznz0LZX6F9797Q4ZVCqdHoRUmKf9tAL8A4B6cSco1Iw6C0Br0drI5LpmhjN38CsuPsEhnwY4Wff726w2J+QI3M2lUuxjYjmA2f/RjheZguI8G//Sio0BTLPFaTqTZ0JqviqB3drAsye9t3YiwYTDzkaphJoLHzc+nUqmfpOlx6Ykxk/t0lkMxZ5ccQ3xskCVixyUcZI+Y/b+uB2tbzvehwO5slNZ0SMRBEC4GJa31Hz7pk8VBEFoH03Qa+no6Od14bZsRRXsC8srG6xrndmRxv0nIp6FcYf2z31dbo6FwNiglmaJWZHSAjvy8pURz9ykNulKZ1/6VMZbaBP3NpUp0GkIBZrqKpcMb6jM5rmPneV77vOzhsg1wOygDcABaPAmM9jPTUOtx2lmgejo9k8PA42nrmK2BeLNLVrYDVLzbSfJv6T4icyMIh9ACcxD+s6Vk9G+xu8Ro6+CnOIiDILQmSlHJY6iXt1yezY7Ti4wqVkvn2coo9WxWyxe4Cdm64dcnqUrSEXp9mJpwtihFKcm1rd3DuITmZ3KY1/L6Nh2DnhjLawZ6jnYKtnaApTUaqK1SWtbfzXVjbplSzPtRKPJcHug5/zKqctlZR7N5OjjhIO/fSbG0b3yfJueDKJb4Nx3VpH0c+rqYJVjdZMmpxw28dY2ZhMfTVMjbiFOy9f1Q+zibwpmi0Fh/XSl1FcA/r7prEsCf1Fr/1WO8zH9tff2jVfeJzKlwwfB5OcTnzhNuAko50SG7sS4WOd17pLPOhN6Zxd0ZiZlFbpiJFJ2HnphEp86T8UHgzlMqGo0PycC0ViGZdrKBt6/S4d6PYolGYDLN6zGedCLa2XzrOAihgOMk9HSyn2ovuTwzKZ2nXL/qQcBHZ2Vti5999VTqSoVzaeZX2HR8lMRwocj/Yb3EBPIFrvW9XZZcdgePZ2WDxzLQw3XhwQs+vlymgpJIXwsnocGJaq31EwBvAYBSygSwCOCnj/kaR0g8Ho44CEL7YJrArcvA1+5wE3j7GpVS7Nrlk2YQ4gkO9qmugY6GGTmzyyHsenevh8bK2hYjgsN9dCSKRf7OXlGyeZZIla264mKJEdNsjs/xeU92rAKJRiijOL9Ch3E78bpMrtB8hAJOk+nMIvDmFd6fyvCayeUZ/U1WzUtwu+hIdIRZrtNqEeHJYWY/phfoFDUz9vC6uWV+rXa8DYMOw4dxZnIv7zO7BqCzs77NpvRS+WiZ6lr5+BGdjkiYpUU9nQCsQZrFEs+pyp4y03hSHAShFfjVAF5orWdrebBS6kta61855PcRAKNa6/uHvY44CEJ74XEzerW0xobmcJAROnsY297+hKPIF4C7z1i2NDrA+meflyUslYrjIFybYMTK5eL9nz7hBvhywZHeDAXoNGwnnA32oL/huMcpvE5/Nw0Ye5ZGOMhyNKF5UYrXiM8DPJ+nTn6hSEPSJuhnJDgc3F3vXqnwuvL7zufYT4rbBQz2WFLOea41NpVKlSJPE/TVbO1wQGWxxCDJ3vK9oN9x8FY32Ux+ZczJJmTzbDhPpvnYNy5zXTwt1RmkVJrnD8DSJTvTu9c5AMQ5EE7FGbYE/TCAf3qMx/+AUuovAvhZAB8BWAfgA3AJwLcDGAPwPxz1IuIgCO1HLEIH4fkcb1+4TX30aUvxqH/PAKViiY5AwPd6hHknSQP/2iSdgmqml5zvTcORWLWHAK1tstrPZXIlmV1mCRTgyDtmc5YaUxUy/bd+KMUI7WacEVqXKeVGrcBgLwDF/1skxGs66Ae87v2ljAHWlBeKzTk9+Sj6uuggrG0BY1XBgYVVBjc8bhrVncdoAG4EpsmZAoXiwb1Wk8M0+hMpSrN+lAbeu0En784TlvZcHeffXI+/JZt31lW/l+eLzcQQsLS+e8BbVwcnbsciTkZEEE6AcbrTt1sp9WHVz1/WWn9574OUUh4Avwm7+wgORWv93yulYgB+EMAPARgAkAXwCMDfPiy7UI1YIkL70RmhkWCrbXxwn5tWpcJ61GKJkeRyhVGuuWXeB3DTGB/kJpPOsrQIAIL7RCULVSVHqezunoOgH5jYs4H2dwGJDKArdFjszdHjZnYjk+Xm2wSBwrbj1mXgyTTLjUxTJG+bHaUcAYJaiSf4vGao1T8uPi+N1Y1tx0GwZV/tMqrZJU5Uvj55fqVy1dLBOymWdu0th1SKxn9fF9fY9W1gJw08m+HPb16pn2GeTLO0COB1/e6N3YpI/d3AiwXn59EBDlObXeaa+8FdHk89shjChaIOTcobWuv3anjcdwH4WGu9euQjq9BabwP4O9btREhBrtB+GAY30dtXgRtTjDo+m2U0qVRm2c9XPwW+cY9lQHYJkMtkrfOdJ8w8fPqE900O778hj/Q739dicLrdjF51x3avLP3d3Ng+d5sRsGfzjvKSUB/8XuANyxB4Mr27ZEVofbSmcd0ROr85AaelJ8b1J55kr8XX7/J+r4fBinCQ/Rd2WeNZozVLjDo76LAsr7MM7DCKJVpS959RE/L21fo5B7m84xwYilmKvf970wSujVvfGwwcTS/RObCPb2mtPscjXDhsRe2T3I7Bb8HxyovqhjgIQvsSDXPTtSX3Pn7ETSUYYNS+I+xMBO2M8GuxBMQ6mH1wm2x0rnYEqgkHadi//0Z9IlBuFzffSgX45BHw8AWPV6gPpsHsUKnMSKzQPmzGgVzBKk1qUfq7uR7dfQp88pjn6c1LwIilyHR5jOvZ7PJuwYSzIldgedDWDvDOdUbjN+OHDyQcG2BWtCcGvHu9vpH6e8/4NRzggMz9hB20Zpmn18PsxSeP6NgEfOwbi4SAdO715wlCE6CUCgD4TgA/dR7vLyVGQvvTEwNKo8CzOW4StnFob2x+H0tQPn3MyP2lERrrtQwmqndqenKYjXPr24wUbieBt67K5M96YUcvlzdoHMhAtdZHa14rXk9rl465XcDtK3QQMjk6s91ROgQAEPAyC2oLLpz1vJXq3qg7T4CrEyzPjCcA/wHNvpEQ8IW36JzX+1qbGKYS3N6esmrWt5yhaQDX/9EBDnQzTfZJrG3xHJK1QDgOClCnbEI4Cq11BsC5Nc2JgyC0P0oxstjXzVR0KuOkpgFn85oY5sa3uA5MDp3PhmEYdAaCfqbD7zxhpOyzb8gGVg9shai5ZUY2p4ZlkFqrs5O0HPsDZDVbCa+HQ72yeWcmgq3Iky8AAWuKdPYcot62sEKhQIfs5YJTatTTebCMdD0HVNpUKnzv2BET7GeWXr8vleE6+2yWDcyANQBOzCHheLTCcqOUugXgBqhiBADQWv/DWp4rV4RwcbCndYaDwBff5gbhcjlNgdEwDcYXCxzec1Bp0VkR8NGxmVmko3Dzkigc1YPxQa7sc8uMMI4NsAztrFZ7u+elFXaXZkdrGoEeNzBwSCS5lXC7dl/ntoOQzjkOQnkfyc6zwP6MTZP9W90x9n589VNmaq+ON76BWmsOQUykuEbevnrw7AuXC0Ce17zfCzyaZvBlcc1xDgCZjyKciGZfwpVSPw7gV4EOwr8HG55/BYA4CIJwIC6Tjcx7Gepjynkzfv4OAsANuVIG5ldZAjU2yM05nWGNcsBHx0YGq9WOUjQY+ruAl4tWTXeR+vv1inZqzWbTrR2qvWRzuxujw0Hg1qXWG+rVbGxs8/O9PNq+Rl44yMzCy3lgYYUR8POekzLQzc9+K04hiHiCBnc2x0BGI7Nyc8t0DrpjXKefzgI3p/a31m5dYnbA77OyDvOcQ9PZ4TwmHGzfc0e46PwggNsAPtFa/w6lVB+An6j1yeIgCEI1SrGp7TyaAPfD42bpUyzC6dCPXu7/uKCfG+ZQr2QZasXnBa5PMEI7vwJs7wDXp6iEc1JyBZZcrG7yHFKKpSK9nU4Jg9aMYH76+HVZRqF2ymVm+4L+9h54ZRh0gB684Dk0OcxhZI0kl2efjmnwOvF5aGTba4tp0km594yPuTzGfoNns8x2vn2Nqm31xJZ9XVhltuL6JD+TzTjwwT1eY6P9u0uFPG4A1nEYBoMAz+acQZXdUR67IByTOsicngVZrXVFKVWypievAdgnMro/YkkIwl5K5earS49GqNSRyXFeQsDqU0hnGRHbjFMnfXWDETzR9a4Ne5Bad5TNjHee0GDorxriVCoBK5v8nLM5ZhugGXm09euDfmYLFtdoyMQi7GPpiu7vAETDNK6WN1439nJ5GjYS1Tyclwt0wq5dbYmd+lR0RYFveefs/s6N7denvRsGJx9Hrbr/VxOKrZK5vi5eD3ee0HG7NlG/40lleH2ms5w6bfeb3JjkNfdygU5+wHd403JfF6WmF9fozF8Za/9zR2gM6tSD0s6CD5VSUXAWwkcAUgC+UeuTxUEQhL1EgiwPaTYMg4Z/tfFv/zzSz7T7gxeUSHzzMmVchdqIhIC3r1Na9ukMSzl6YkAmD2xu0wgK+CiR2+VhFmAnRadhddN5ne4Y+1iOKvnq7OD/Z2aRczpKZb5eKkMjqCfG0g1hf1Y3WdIy3OcYrO3OWRqy9toRDtBhLhRp9D94zpr/UIDnsM8LzC876lEdIfZNLa4y61GP7Fg6S2UnpVhKVD2QUqnd2d5a1jyXy5G+FoRT0Oy+pdb691jf/m9KqZ8FENFa3631+eIgCMJe0lluiOWK09jcCkRCLFn55n0OeXvzCiPZQm24XfzM1rYYjZxdZk9CfzdvBw14ymTZQBoNH6+86/oE1bQeWmVjpuHI2a5vc+p3X1fz70JnTTLNuvNIiLKfQv0JB5kBeDzNJvAbkww6fPKYDcK3LtEZ6OpgFqxScTJeAUsspVg6vYNQLHHImtacvbDX8Z5bYTbAZVL9yS+9WIJgo5RSAH4EwKTW+k8rpUaVUu9rrWvKIoiDIAh7yVgSgrl8680f8Li5ed97zpIjcRCOh1I0yns7HaPnKAM94OftuHg9wHs36ZAaikaZUjSKPn0MPJmhYdTO9fXHJZcH7j+nI3ZzSsqwGklfF4Mkz2bpyN66xJks955ZpXijLH1aXOO5em2C52/BiuiftheqVOZ75Yt8373OQTrLNa47yveWXh7hjFHNv/z8TQAVAN8B4E8DSAL4VwA+U8uTm//PE4Szolxm2YLWVDNqNefApiPM0oudFDMhwvFRigZHo6P3bhczD9VD29wuOg6RoDMkS+C5fP85jdY3LosC1Fkw2MOsWqFIiVCflw3I0TCzOOksZYLXtlgeBzjO8kkmFBeKdEi+eR/4yifMFt2Y5PWxl8041+reLnEOhDPHblI+6e2M+KzW+vcCyAGA1nobQM0NluIgCILNvWfcnIL+1i9d6LHqdDfi53oYwglRirXSrVTi1kgSaeCjhxwgdnOqdZ33ViQWofpPMs3ZB6ZJB607yp+V1a155yl7QyJB/vz4pTPz4zC0dh73Yp4lSz4vVZLeurq756CaoV6WMz2bBYp1CIRUzmm2hNCaKEApdeLbGVFUSpmgNiOUUj1gRqEmpMRIEAA2+O6kmFa/PNb6hlnAx3rcuWXAbXLSqdA6VCqW1nv0vI/kfKlUnH4Qj5vRa1HoOnv6uuggLK5xnbx9Fbg2Cdx9UjWtuMyehZ5OrqFPZthL03vI2lMqsV+qWGJQY2uH53wtDfqmyUzvs1kgmdk92+AwtAY2dziF2c48pDJ0QCMhyqf6mkzFTmhKWqA97K8D+GkAvUqpPwfORfjjtT65xa0gQagDRWuTArg5tbpzAHDlujTKzXCvXKHQ/OykWIMdq9HoaUdSGTbFzlh15u9eF+fgvFCKRv+NSf5flta4Tt6+ytsbl6sa7Lec0ritncNf9/E0e758XjofPi9VkGolYPUlPLPKnQBeN89mWQK1naCcqZ2lyOZ5Tj14ziGJNisb/JpIAR8/rC3zIQhNjFLKADAN4I8A+AsAlgF8n9b6X9b6GpJBEC42i2tMa2vNlHVX9LyPqH4E/VbBYxs4PBeNrFW/fVHLHta2GIE2DRqlkgFrDno6geg6e7VG+tkkbsvMdoSZUUhVNd0flgHTmga8PddA6+OHZPNFKhjlCs7gwQfPeQwAhxYeRKxKEjWd5XoZCfE5xZL0uAhH0swZBGtA2l/WWn8ewOOTvIZYDsLFxm50e/eGM3ynHdCaDZ35AqeLXlRDs1Wxz8ODpFXbmfkVTgwP+dmsLc5Bc9HfzXVlO7H7ftOwlIzA3w90H9w/ADDSX9HOUMrjrr2lMvB8job8UC/7JJ7OOs7BYYwN7D62gI9Ogu1QtEMWWWg4LdCk/HNKqR9QJ2x6kAyCcHHJZJ0IVjuWLtgSkA9e8KvHzWis283+hHZxhtqRjW3WQdua8heFlQ1Oxe2J0dgUGdPmozvKUqCHL4Bbl3cPqvP7GGz58AH/l4dJ9LpMZhpOqrSWztJJuDpOY79YYtYJoBMT9PP8sd8jnuRQwliHI+Jg0xFiVgSg87BXFUlr9lPsJJlliIYdx0a4kCi0xCTlPwwgCKCklMqBh6211jXpn4uDIFxMtHZqUNtxqqZSHGy0neDmmMmxnMrutfB62NTX28nNUZyF5iGZBrYSVHG5SP+X7QQNvGhYnINmxjSpLnT3KZXf3r+121jOFZgZcLvZhOw6wMxQVhnS+jYwPnT8qH0uz692u8Bm3Pmdz0MHZCMObO/weADgC7d5XHup7vXxVznlC6t0dPIFOiNKOY5ENEwJ2It0jQothdb6VGPmZQUWLiaJFDeUSKh9a01Nk5G1wV5guJ/3+bwspQoHKEl45wnwjXtsBJUypObANnzCbZjVOohKBXg5z/Pz5iVxDpodr4fZA605rKyacJDrzmacZY6HNfyODdL4fjxNZ6JWZpf4HL8PiFozEta3eVy9nVzPnsywSbpS9f4HzUtwu3jehYO7s8mrm06mYrAH+NLbzJD0dzMjsZN6/bVyeTZy29ex0J5Y6r4nvZ354So1pZT6Y0qp+7U+RzIIwsXEnsrZHWWEvV2dBBuvm/J9sTAjaEO9HAy3EecmOLvEDe3axHkfqdAZZQR0epFZnnY3lndSwNMZZrmuTzDyKzQ/fi+N5sW13YMlXSZnVcwu0VBPpJml3I9YBBgf5ONC/tqzuXMrfO7NKRr9WjPo0xOj2pLHzch/qczH22VIh11L3dHXm6pvTLIfJplh5iAa5mt3dfD1UxmnxCqd5TVbncnoCPGz6Y5KpqHNYIlRc6tdKaUGAPwwgN8C4E1Qzei31Pp8cRCEi4mtEvNygYv6595sbydBqdf1yE2T+uZ9XcCTaWBlk30ZpTIVSTojQDTC6BpwMpUR4fiYBhsuH7zguTk1ct5H1DhWN9lYakdwL/rch1ZjdMD5H751dff6MNRHo/ruEzoP1yd3l+/YjA3ycbVG3LVmxikccDIC2wmuW3ZTfyzCzMT6NjA1zIh/LZRKnNQNcD/w+4B3bnAQ21fvAA9f7n68La26Ead6kmny7wn56fAur7NXw+fhsUUjdC5O079gN2dHgvy72j2A0MQ0aw+CUuq/BR2BYQD/AsCPAfg3Wus/dZzXEQdBuJhEQox+La1zw8nk2ttBOAq7TliDjbHr2442uGE4OuK9ncDEsAwSajTdMZ6fC6v8fxzW7NmqaA08m6Oxd+tSewoFtDseNx3YJzN0ZieHnd+5rInLKxt0Ih68YHnOfkEGr4dGdv6pIzntdjG71BXdPTk7m3eeYzO/wmPp66LcaSJNAzoSYnaiK/q6c1IqW1mGEn+ntdPkbB9/LMK/qbInUux2sSl6bQvwuIDFdTosb1xxAioApWDXt/m4ZIbfPwOPZ6Cbr39cA399i5/n6iavn9tXdzeKCwLwvwL4GoD/Wmv9IQAodfx0hzgIwsXE1u9eWucifVAK/KIwOUz1DldVtiCRBuIJpzmvXAaWN6iwM9zPx0v0qnFMjdAYejrLn9vNSVjf5jl1dVycg1amr4trxfwKjWW73wng//XSKNeJ+RU6g/v1AYwOOM3AxZKjvAbQ8fC6mZHoiQH3n/H+aJUQSyTEnoB7z5yovmkCw328b2UTmBja/Z7xJGfg2OxVDCuVeY6mMsBnbjFav7Jhye5q/m2JNMud3C5Of3bvManszK2dvc3k+BorGyxFMk1mFLqi/HpQj0Q1fV10WJ7P8ec7T5idOWxitdAQmnj3GwTwQwD+F6VUH5hFOHYEVBwE4WKytMboSyRoaXc3aa7wrFBqt9qIUnSa9jpOI/3csOeWqbZzY0pqxhuFYTCyfv85nQTTAHq7zvuo6sfsEo0sMWxaG6WAy6Msw3mxAAQDDLpUk8kxSn+QAVxd/58vMHMWCQKhILC6AWwnWQ76csF5jt/rfD/cR6M7nnTu204wq2AabFbeG9CIRVj2k0yzJGhkgMcJ8Dn5AvsrsnkGTK6O0/lY3+Jj1rcZZLoyRgfFV3U8BxHwMRgzPkilss1tYHOHGQafB7g+xb/7MAyDGRYFTqwuFNkn4XFLJuEMaeYeBK31BoC/BeBvKaWGwT6ENaXUIwA/rbX+/9TyOuIgCBePSoVp544QZeokCl47Pi+jVdEIG0s/fcyfq0sAhPphOwl3nwJPZml8tcNnPbtMY+zSiFx/7YBSNKBTj3iuDvVSutQOHmSyPHdrwevZ3XczPgQMWzMOAn5mE9zu3UEdt4uBnrtP+XNnBEhkWIYDMAuwt5/HNIB3rjNj4TL3DxKND9JBsM/RqRFgZpFOrS2VHU/ytSIhOiqxyNEBJ8NwnCJ7ovTTWWc93TunwcZWhFKKzkv1DImtHXEQzphm7UGoRmu9AOAvAfhLSqmroLNQE+IgCBePcoWbgj1IRzg+A93cqB++4FAkv5cZiMGe2hsChdowDBoNHz1kpPCgOu5WoVhi9qA72n5lUxcZl4vn5vQCjdfNHeD2FQYVKhXAdYq11mU1sR9GwpIc9XrYSzXavzvjsLmzf8P/3rKgve8brvp9R4g1/wD/po4wDfNcnj0U954xSzDUxzWylutUKaqVvXuDz3/0Eoi95ThXxRIdAb+X0q5bOywzsrMdANfinhgdsXvPmS2RdVjYg9b6CYCaG5XFQRAuHm4X0N/FevqxwYvdnHwaOjuA999glC6RBnI5RvmCfkdNRKgPXg+bw5/OsCQi0sI9M+tbjISODYqD3m64TMqM9nRS1efOE2YTimUOUFvfotEdDdffybUN5kKRRvpIP6+bR5bykL+GEqDj8PAFnY7PvkEnaGqEZUeLq8CzWfbXjPQf/To2bhfLj+48AT564CjMPZtjhqEae1gbQCf7yhi/30nSWZF1uOEoNHUPQl0QB0G4mOSLNFKyeXEQToPH7WyCthTg1o5sTI2gJwo8BWutW9lBiCdpuEljcvtiTxm+94x9CQD/73aPgM/DKPtwn/OcXJ7GfShwMsfx0ijXI61pWAMsBVIAMnk6KvUilaFzADA44vPymPu6+J73n7OMrr/78AzFXqJhzl5Y3uDzZ5cPLhvy+5ixHazKwlWvC/efU0Uq6G/tjGOzck4Dz2pBKfVFrfVXlFJerfWJJ/aJgyBcTHo6uVndfQpcG7eUKYRT4XZzc99O1D7wSKgd02RkdHWTn+9ptNTPE7+XkdbH06xbF+OlPQkHOV9mfsUahBZghLxUAuZXqSC0sAKEQ6zht/sFTMOaw9JB47fW88Pt2r+EqBFruz0rAXg9GKIUVZk+fUwVuOO+f08njf9PHrOMSSngrWts1t5K8Oe+Ln42e4NbSrEc8dFLOlt3nlCN6eYUpZOFunIC5dCz4q8DeBeUOn3npC8iDoJwMRnoZiPbwxccfnPTkCFN9SAWoQJJuVybZJ9QO0pRNeqjh6zxrtacbyVGBxl1Xd1kE2gt6i9Ca2JnAkyTUffZJZbEXJ+kXPLSGuvmyxWWHvVaRux2Ani+Q+N2sOfgJuLzIuSncpNp7l+6ZFp/906qNgehUuGa6bYM/nKF90WCDAbspyh3EL2dzMbMrzCjsLVD2dixASCVZa9Cb2dzfZ4tCFWMzvsoDqSolPr7AIaUUn997y+11n+glhcRB0G4uHg9bDj75gPKdnZ1yKJ5WkxrqFpFA+If1J+gn4bCZrx1HQTT4Pnh97ZuFkSonbFB3maXgfllZo6qMQwGa3pizBzYUfG7T6kYNLPIcyYaYeNxdRlNpcLeg73latVT37Vm3044WL/13TSBwQNKlnIFRv8Ng45NOsvM337vnc1xjsLGNp2hSJAOxUAPB68l0rzWI8c89tEB3gBH0jub52ttxpm9eeeGDLxsX74HwK8B8B0APjrpi4iDIFxsDIObztNZpsH3DtMRjsdOikbscepuhePRFeUGn8m9PtypVahUmDkQh/ziMDbAtTadpeJQNk8DNZ2j0boR5+NcLg5cqz43lOEYt72dlDRdWAWW153JyrbM6PwyI+VBPw1ru6H3jcssWwKYzdiIA/k816xsHrh1mUGi0zK/zPPb73X6CEyDIgPVfRDZPINTStE58nk5F+HFPB2H21eB5/PMBPi8u3sNjsNgr+PMRMPc64ol4IO7DDYUilRQkozvsWl0k7JSKgrgJwDcArW5fqfW+mtHPc+ag/DPlFKPtNZ3Tvr+sosLQn83+xHmV7iAS9PyyahUuPHbDYJCY6hY9c+FQus6CHZkVUrRLhZKMdr/WsR/lFH+ZJoOQ7HEc8PrAdIZikoADOi43XQUqiVMAa49CwCSGf6cyvBmE/Rz+NnSGqP2e6lUXr/vJAR8zFYYirMfomEe7/M5Gv6RIP8GrXmbGmbDNsCSu2dzPMbeTqoTZfOUji2XubaeZn8a6AFiHexRSKbpHAGcNF3PJu4LgII+i0Fpfw3Az2qtf1Ap5QFwXGWHJ0qp3wvgJoBXm4XW+nfW8mRxEARBKabA17YYlWrV0o3zRGtGvsoVaYZrNPaE2I4WHoo0NgDceSqGiUCUYgZgP3UurRnAKZfZ42SaVPICmKkMBehIxBNAKs1rw3ac/V7+PhKic3DnCcvbbAzF6eRDvfVT1Rrqcwx+m8EeRu4X14DFqvsNBfj2OPnjg+wbuPeMsx8uj3LWzMsF7k+3r3Bg3EnxeXhLpPhZFYp0XnpiEhw7Jo3sQVBKRQB8K4DfDgBa6wKAwjFf5h8BeAzg1wH40wB+BMCjWp8sDoIgANxQemKM3Iz2M80t1IbWLM9aWncmiQqNoysKxOcZHW1VOdmOMA0yO1IqJWnCQSj1+prS3717ENjWjuM0FIq8feamY0hrDXzjPp0DQ7FkaWqE0sFnsdbbk6bHB+noZPN0WHr2OffdLuCtq+zBuPuUMtJXxznboFBkWdLtq6ebmmxPYC4Umc0rlZ0pzUKzMAlgHcDfV0rdBnsJ/qDWOn2M17iktf4hpdT3aq3/d6XUPwHwH2t9crvPeRCE2hkdYAR8Ye28j6R10BqYXmSTd3+3ZF/Ogv4u1jRPL7bupq4UswiZHJXEBOE0dHYA793cnb20y5IAXid5O/iqKPs50H32gSCvh06L200p04McY68HePs6gwHzK3QOqrnzZPck5eNyY4oD7YZ6HUfjG/fZFC3UjHGKG4BupdSHVbffteflXaBE6d/SWr8NIA3g/33MQ7QvgrhS6haADgDjtT5ZwjaCYBMKUOp0YWV/jWnhdeZXeBvoYSpcmk4bj8vFkriXC609Vbk7xozTwirrv2WqsnAagn4a/sUiUCjt7s8xDEblS2U25h6376VQpJqSPQztNJm7VAb4xKrysKcw74fLBG5d4tyITJ7SpWtbLKUKBU6nQOR2OU3PdsN2pcK/8c0rJ3/dC4Q6/aC0Da31e4f8fgHAgtb6A+vnn8TxHYQvK6ViAP4EgP8TQAjAn6z1yeIgCEI140NcLOeWOZlTOJhcnqVF3TFxDs6aiGWglMrnexynxXYK5NwR6oXb7cwTqOY0jvTaFqcbA+wjGOpln4HLpLFdrjBD4XYdXS5nT2C2X9eWIz0IlwuIuHjN9zZg6FsoALx/i2VPrSp6cE40sklZa72ilJpXSl3VWj8B8KsBPDzma/yE9e0vgSVLx0IcBEGoJuhnqczSOjeA/YbgCE5TslKs5RUD72yxlVraRce8Wrf+OOwk2fx5eex0NdmCsB+VCh2C6nIej9tqNrZKUcMByqpqa7bHW9cOzj5rDaxt8jnZPF/jKAfhLPD7eBOajd8P4P+wFIxeAvgdx3myUqoPwJ8HMKi1/i6l1A0An9da/91ani85XUHYy/ggjZXns61b491I7KbkjTjryNvFSG0VUhmWAkRCrb+p2w547rjiHBbPrXkQj19SGlMQ6kWlAnz6mKV869ssS+qMAO9cZ8R9aoSZhHKFAhdBP41+e57DfuTyPF9jEZYJFop8baHlsCcpn/RWC1rrT7XW72mt39Raf5/W+rgnyz8Am5IHrZ+fAvhDtT5ZMgiCsBevhwPTXswzBSy6/rt5MgOsbjLdPdJ/3kdzsSiVKH/ocgE3Jls/c2OXY5ykVKpUokEWDjCjsrRGo0sQ6sHzOZ5X1yac0p7q6224yjlf3+JMAZdJZ+Eg7KFuXo+VqV7j7bDnCE1LC0TYu7XW/0Ip9UcBQGtdUkrVvNi2wN8nCOfAUC+VYmaXz/tImotiiU5TR4jSe61uoLYa86uMOt6copHR6tjnjz7mkKr5FeArnzLKOzXK81EiscJxyeV5Lr2Y353FSmfZc6AUFZKUOnytm11mD8LNS4f3INiD23o72X8T8DmSo0LLYSh94tsZkVZKdYFTmKGU+hyAncOf4iAZBEHYD6WoVJHKiMJKNbkCS4yG+uQzOWvs+uVYpHXnH+zFPofKx3QQkpYc45UxOgfhIOu5T9rLIFwsyhXg44e7ewuW1pkt6Ikxe+AygXdvHN10nMnydfq7ju6DsdWTShVaXz4vsJUAvnmf5/HlseY9f8tlS7pH1v0W4g+D6kVTSqmvAOgB8IO1Pln+04JwEMN9LH14OksnQWBWBZDP4zzI5emgtdOk6qA1yCqRqu3xWlNhbH2bpX/2sCy/j7+zSzgE4SBKZU4mtp2DNy5TbjToBx69BO4/5+TmjvDBEqTVPJ/nuTc+dPRj7eLzslXlYU9cLpaYsXjaxH1v958D/+VjRyDhgnMWPQinRWv9MYBvA/AFAP8dgJsALtf6fHEQBOEgOjvYhLu6CXz8qHYjpp0xxEE4N7YS/Bppk+wBwLptwHEUDkNr4NE0B8T1dDoyxFo716Y9TVcQ9qNUZg9PLs8enm99l+u8zwu8eZmDyXKWk+mucVaCrVg0u1Q1jO0A7MFsdkO930vn5HNv0iFZ2WjeZnvbMZhZPN/jaBZO4RyclYMAsO9Aa/1Aa31fa10E8Fdqfe7hubNikY1gZz1tUBCaAaUYFQoFgWezwCePORBsYujotHO7Yi9szRrlamfWNmlIhwLnfST1QWsaGz4PDbP9yOUpIbm2SXUYrXn9jfQ7pRjbCTrxgJPhEoS9lMqc2p1IAdcn6WRW43Kxt+e4XBmjkzC/AqxsstRocnh/u2l9i3tHtZNv9xJ1Rijb26wM9vBvTKQaU8pXqTjOWQug0LIR9pr/cYdbObkiF2fRlxYuMt1RXgOzS5z6ur4NjPZzwTzuRM5Wx07Lt7q8ZquhNddie/ppq1OpAI9n2Ax6Y3L/uuZCEfjGff7tLhMY6AaikdcVX6qbte2SI0GwKVtlomtbzn31HDhmGHQIBrqd+QjxJHBtkgpbrxrxNe/v7Nj/fLftrHiyMQPRTsvkMPe/Uhl4PE0nqx7kC2zyXl6vz+udIWfYbFxPaj7owx0Er5snuCBcdFwmda/7uqiL/XKB0ZTRfmCg9+JELtNWmrmWkhChfpTKNKoPGsDUKuTybAa1Sykmhl6P5NpsJ6za7kFmDA5qjrSjjpdH20PZSagfWgNPZhm5t3mj5hLs4+H3seytJwY8eAF88ojr5LUJZv024jznu6P7Pz8cZHbhxTydCFcTBp/euspMej2PbWm9JZ2DZkYpdQ/7OwIKQF+tr3O4g+BxX7wIqSAcRigAvHmFqeCZJeDFArC5A9y+et5Hdjaks9zEWt1QbTVcJg3ko2qcm5ViiWV6thRpdxQY7KUi00HMLNHAGh04vJxhad3Sn2/CqKtwviTTdA66osBmnOtWoysiOsJUP1rbYmT8k8cMLG3t8P0PKqdTig7Go5d8bDNmESIh4Nveq89rLa0z0FYuc08Z7GV5Vgtxlr0Ex+R76vEiF7SQWhBOSUeYTsHzOaaU7z9nhsFfg+pFq1IqM/0t2YOzRykaFyedOHyeFIrA3acsTxuxSvNqUYcplVmXfVStc6HoRF8FoRr7ehkbYLbK7z0bmU6vh+d6NEzVrZUNzjy4PHr4+dwTAx4r1vk3o4NQT2YWHTWnYonrQgsFnpq5B0FrPVuP15EVVRBOw+QwF7W5ZeDBc+C9m+d9RI1jfYsb7pXx8z6Si0lnhFG39a3WiZbHk8DTGSBfZGnHYRmDvXjdR8uWFoqcVTI2cKrDFNqQTI7lOqZJx+A8xFbCQQ5Pq1SOHrYGsCTKvrU7sYjTF9LX1VLOgU0TZxDqgjgIgnAaDIMlEOUKnYR2HqqWzXODE9GC82FqhMbw4xkaHrVE4c+T1U02M3rcLMvrCB3v+dEwa5OLRcB9gPFglyy1isMknA1aM7tbqbBu/ryVGGvdEwyDxvKyJdc70t/81/lJuT7JNU0pyf41KW1qyQjCGROwVH1asQSkFrRmPa/P07yTPtsdw+CmWqk4sp7NyswinYOOMPD+reM7BwDQ1w1UNLAeP/gxq5b0q5S9CZks52osrQGfPmGT+9hg68kCT42wFn95gypec8vtm1HwuFvaOVBKn/jWCrTuf0YQmglbPSVfcJyFdmJ5neUitUwLFRqHz+tE1g9T9jlPCkU2Z3ZFgesTJxe6KFkDow4yILI5Oq0Tck5eWLQGNraB1S02Idv4PJxPMNCCssBuF8s4RweBF3McDLixzeDAWclLL64xA9MdpcPSrlmMU6DOeODZSThAzWgHwIcA/qzW+tBIkzgIglAPbJnTchtOGE6kgeeW9N5o/3kfjTDUx36XjXhzNjKWrMbDSPDkzoHWrB/3uA/uW7Drl5vxMxAaRypDiemtHa63WnP97e+mQev3seeg1TOdPg9wY4qZhGezwLM5luqdJRtxBoauT3L9F3bRhOGZvfwHAGUA/8T6+YetrwkA/wDAbzzsyeIgCEI9sA2hSvl8j6MRLK7y77s20fqbbjvQ1cEs1fQio/TNNoPDb2U55lY4POqg/oHDeD5PSd2pkYM11ze26YRIdPNiUKkwc/Z8nud8d4z39XTSMWjHtUkpXkMb2yyZiifPpgdssIdS3uvbdPjvPXt9grnQCnxRa/3Fqp/vKaW+orX+olLqtx715CbbWQShRanYmYM2WzzLZUbswoGWrhVtK2y99FyeUfZmq09WioZ9uQwsrB3/+YUi68hjkYOzA9kcJ0t3x/b/vdA+bMaBX/oQ+PpdK5MZAT77JgMWN6YoDdrORqtSwM0prr9zy7w+zuI9r03svv6mF4GHL9ozS34CFDQMdfLbGRFSSn321TEr9T4AuyGsdNSTZccXhHpgT3NtpzkIqQwjR4Uih9gIzUMswmje/AoNpOPIh54FdtPw3PLxewTSWX4d6T9Y+vCVepE4CG1NpcIZMwAj2bcusdSlnR2C/TBNGuuLa8DX7lDp6Op4Yz8Hw6CTEAlxoFmlwpKjxVUq9wlN34MA4McA/D2lVAiMXiYA/N+VUkEAf+GoJ4uDIAj1wNZrb+Vyh2IRiKeoBFIqsQHUlgnsEGnTpmNsgA5CItV8DoJSVI/JHTHHYD9sp+CwqdFbO0DI39rXm3A01efAm1cutsTycB9V8jbjVO8a7mu8QpNSwFAvS7jmljnQrK+1ph03kmZ3ELTW3wTwhlKqA4DSWserfv0vjnq+OAiCUA+yeWptt2IZTjpLxYp4kj8b1tReDUaKxDloTkyTG3izpvwNdbIm5YCPhv/yOhtP91Iqs3F+uO/0xyg0N8qqgp4avtjOAcBr4tYlBm4+fsTAwFlJuHo9wOWxs3mvFkEBOKEEw5lhOQY/DuBbrZ9/CcCf1lrv1PL8FrRmBKEJyeZaq7yoWGQT6XaCDoLLBMYHuQmHg80pnym8jlKcFdCMJDMna8lRilHK2SU6A3ublLcT7LtotqyJUH8WVvg1Jgo6rwj6mT17Ps91ej8nWhDI3wNwH8Bvtn7+UQB/H8D31/JkcRAEoR5kcq1jsGxsA09naXx1hFgj3t/dkqPuLzwBLwdENRPJNJuMtQZ6T1iOYM8VKRRfdxBWNniuXvSI8kUgmWbkvB1ny5wUwwBuXwUevgSezDB7LbNAzoUzbDY+KVNa6x+o+vlPKaU+rfXJ4iAIwmkplWnItMImNr/ChrOQnzW9rTZlVNhNOMR5AFqfb+Om1sDmDiO+OykaMUO9wOTwyV7Pnrz8dIbGTyRk1V5vsf9gdODiNapeRDo7gJklOgqRE0zjbldcLpYbPZtjb4ChODVaODNaYVAagKxS6kta618BAKXUFwHUHFESB0EQTks2x69nNeXypKxv0znoiVGdQsqIWp9IkLX66ez5OXtaA4+n6ah4PXQKBrppxJyUgI9SrjOLwKdP+FqlEjMHAz3AiPQfXAjsc+jpLPDuDXEKqzEMTouuVOhE9XS2RpCqjWgBB+F3A/iHVi8CAGwD+G21PlkcBEE4La0gcao1o7HhIHBVnIO2wZ5uur59fg5CsUTnwDCAz75RPyNuqBfo7wJWNtl30BujESRG4sXh+Ry/prPn6wQ3K0rRIV/bAta3JIsg7EJrfQfAbaVUxPo5oZT6QwDu1vJ8cRAE4bQUrHkjzVzDn82zFGqwp/km7wonx+Om02crUJ0HtnKXadTfeDdNOgpDMofjwnPQRO2LjtfDdSB3iCywUHcUALNFYhVa60TVj38YwF+t5XliKQjCabEnWzazxKm9uebPYAqncLZ0hFijXTpyMGbj8HsluivUn2sT/DrQIzMvDqNckazwOWCok9/OkZrfXc4oQTgtuTwjOM1c+mBnDXTTqy4Ix6Wvi//X2eXzef9snrdumWos1Jm+Lp5X61uydh2GxwXsJOUzOkMUqGJ00ts5UvObi4MgCKehUOT4+c4mlzhNZvg15D/f4xDqTyhAmdqFVWBx7ezf35ZZlXNLaATREMsjN+PnfSTNy/gQezTkMxIAKKWSSqnEPrckgJobVZq4JkIQWoDFVapIjAyc95EcTKFI9SLTEO34duXyKJuFn8/RUD+r6df5AjMXLhcHOAlCvenrApbWqfnfFW3uTO15YV97zTo0sR05g1IhpdQMgCSAMoCS1vq9Wp6nta7LBiAZBEE4DekcpeWaVV6uVAI+fsTo0tWJ00lPCs2LYQDXJ1jq9mLhbEoNdpLARw85JPDqOBuKBaHeuFychVEq01EQXidtZfG8TSyU0WYoAOYpbsfg27XWb9XqHNQTcRAE4TR43I6KUTPycpFR3jevcP6B0L6YJksNkmnKnjaSXAG4/5zN7+9eB7qjjX0/4WLTFWUj/PbOeR9Jc7K+zb1IhsmdKS3apFwz4iAIwmnQGtCV8z6K/dlJcojWUJ8zmVZob/q7WG7wcgEolxvzHlpbr18Bbl0GAlJaJDQYpegAlxp0TrcyWtNx6uqQ8qvWolsp9WHV7Xft8xgN4OeUUh8d8PuGIvUGgnBStAY2thndajaKJU4f9XqACRmec2FQiv0Inz4BppeASyP1f4/ldWcoU7OW1gntR2cHMLfMpnhxSh20prPu9Zz3kVw4TqlGtFFD2dAXtdZLSqleAD+vlHqstf7l07zpcRAHQRBOQ7nSfAPScgXg3lNKT966JLXhd9Q1fgAALGhJREFUF42OMAfiLa4yqhiro8LW4hoboTs7gLEmbswX2o+hXip1zSwBN6Ya8x5aA4k0J3fn8szClcospRvqa06RB7v/QOZEnClnMShNa71kfV1TSv00gPcBiIMgCE2PUoygZnLnfSQOG9vAk1ludG9crq9xKLQOk8OsS17ZqM85oDUNs7llZsyuT0o5g3C2eNzAQDcblSt1GAxWLtMZyBesMp0Eb3YZk9dDx8A0gJ0s5ax9XjYCD/QAvZ3NcQ2sbPA4ZK0/cxrZS6CUCgIwtNZJ6/tfC+BPN+4dX0ccBEE4DT4vkG0SByFXAB6+ZA369QlJw19k8kWWmZXr0B9TLrNcbW2L8xaujDWHYSRcPPxeGvPF0slKarQGUta8gMW13dPHPW4228esrJu7yjwql1lal0gzYv94Gng2C9y+BoQDr79HuXw2inHbCWB5g1KwzZbJbnNU45uN+wD8tOJa6wLwT7TWP9vQd9yDOAiCcFK0BlJpIBw87yOxJuku8fubU5JuvugUCvzqOcUSXyqz12B2mVHW8SFgtF+cA+H8yOaZOTipMfxslgY1wDK54T6ulVrT+Tjo3DZNYLif32tNKeHFVeDuU+DzbzrZDK2Be89ouH/xbWYgGoVd7uf3sh9IaCu01i8B3D7PYxAHQRBOSibHSO1YR+Peo1LhpnjYECqtuVGsbLBOV5wDoSPM8yBf3P/3dq11sUjjXxlA0CqXS2WsW5bnX8gPXL96dsPXBGE/ZpdpFPs8Bxvy5TKQyXM4ZD5vlQR5+HOhCKxssjRocvjkTb1KAVPDNP5nl5hduzrObN2LeToHAHsYQoFDX+rElMt872iYSmKmCFKeB60iV3pSxEEQhJOyvsWvnQ10EFY2gGdzwEg/pUojod2pb61Zk7u0zmjY5HDjjkVoHZSi4Z/LA6ubzgyMjTjnJGzG6XgehKFYTtTXxQyZZA2E82Yzzq/jQ6//rlIBtnZooOcKB7+GzwNMjZy+HEcpYHwQgKbj0h0Dns/udsgbKck6s8Qyq/Gh5nQOtGaQIeBvzuOrA2xSbu/J1eIgCMJJqFRolHdGGisvV7A2nPkVYB5MZffE+P5BP7CVABIpRpImh8WQExxuXWK5w+NpYGEFKGv2yygFRILA6ADPIY/bqc22z2WvW2qaheaiO+rU/ydSdF4Ngw7By3k6vG4XcG2CjoDXw/sKRX5vGhSVqKeqW6yDDsKTGfYzjA06pZ53ngDf+m791+RSGVha49/frPNtbEGDgA+4fbVt15L2dH0cxEEQhJOwvs0IzlBfY99nZAAoVVjvCtCw24gzvb2+TUPu0ijVPcQ5EKrp7AC+9DawukUH02XSaYhF9leAkdI0oZkZHaB878wSS42W1p3f+b3AlXHK+lYbo40+pyNBvu/sEhDpcJwDm0zu8PLQk7C6CVQ01/xmJRq2ZlbkgK/fZVnX1XHZo1oMcRAE4SQsrQF+X+Ol5UyDw678XvYZjA86teCFIo2+08r9Ce2LadKoGuw57yMRhNPjcjEgMtjLbFhFA9BAZ/R8SlmUoqE+0M2A0eNp3redYJb340ccVDnUVx/jOG9lS6Jhlps2K7EISxRXNpidXN1kf1wzCHrUCQXpQRAEYS/pLBs8z7Kkx+47mF5kylaptk3bCoIgHErA13xTvN0uzp4BWH+/tQPEk1Q8crloMJ+W9W06RZdbQGr48igdGrtpe2YJGOljgKvZj71G2t1BkNCjIByHchl4ucDv+7rO7n17YmxU3kk5kzMFQRCE5iMUYEnUG5dZYrS0Vp/XjSeZuW4252g/DIOS23aJ1dYOcOcpG8nbAKU0zFPcWgFxEAThOEwvcqHrjp5tBL9ccXoO/C2wOQiCIFx0lOJekcwcrhp2GFqzMTlfoJKTv4V6hUyTPRrVrG054hvJNMuQCgfIMQvnipQYCcKxsHKK1ybO7i3LZapk5PLAW1fbVjZOEASh7ejtYlP1ncfA6KCjfGeX2WhNEYrlDZatdkV5f7HE+5fW+b1NtMXmkUSC7D2oVCgHO7vExuWAz8mGd0aAN66c73GegHYvMRIHQRCOg90LoOuYItSaG4D92sUSo0X5AhWLNraZQZgYkmFVgiAIrYQt9fnwBSc5AwzydISZXdiIMysN8DFvXQOggAfPuQd0dfCxhkFZ00YNX2sk5TIVpcYHgd4YB9als3Qeljc4L6HFkCZlQRB2Y+tObyed4VOn5cU8I0z7YZpAT2dza14LgiAIBxMKAJ+5RdnPeBLIZOkUPLUcg4kh/m4jTuUjpRgwevs6jehWpVQCHs/wb7N79gJ+OgqLaywxApysSYshDoIgCA4ua8hOJle/17SHU/V1WQOqPM7XYPtOohQEQbgwKMX13G7a1ZpRdMNwmo5LZQ41zBdZbuRucRNtbduZgF0dUJtfoaoRQOeg1cqmLggtfvYJwhnzcoGLdj2H1BSK3Dwuj9Z3yqcgCILQnCj1ermQywTGh87neOqN1jT8O0JU3/vwIfDeDYps7KT493/LOy0reaoAmK156DUjDoIg1IrWQCIF9HWfXMGoXGFPQSjASJLWjBa16CIpCIIgnJJUhs3IPg8bef1eZhdyee4ZnR2tk00olYHpBaruvXWNE5SLJeCTx8DCKhCNcDbCcJ2Gx50XCjBaRK70pLTIGScITYC9WIdO0VD14LkzOMbn5cJZLreGrrUgCIJQf1Y3geV1fj+9yLLScsX5/XAfMDVyPsd2XJ7P8e8BgG/e51d76rPXAzydAcIB9l20OO1e/CsOgiDUSsqSZAueQkWiVGaUaKiPtZmdEWYT+rpYiyoIgiBcLMJWI/JIPzMF2RyN6kgIuPt0t8xpM7OxDaxvcT8L+tlrUCwB6Qx/P73Iv+/6ZMvvd6JiJAiCg624cOcJU75Tw8wCHIegH1jNMMKSyrDeVNSJBEEQLi49MWA1QmWfL77lGM/5AjPMlcqhT28KikXO6wn4mR3weqjAdOcpEIvQ2alUgKFewCWmZysg/yVBqBXbQahYfQTRMBe74zA+yD6GlBVRWVkXB0EQBOEioxTQ3w1sJSiD2tnBbPOnT/h1pP+8j/Bw8gXg/nOWRV2boHOQzvI+n4fTlFulh+IYSJOyIAjENuptTqJPvRGnRKrXwzTsYE9dDk0QBEFoYWIdNKafzTKzPL/CvjfAKUFqNrRm1mNmid/fmGKWPJEC7j5jDc4bV9rSOWCJkTQpC4IAUF0ikaKBb5rHn2hZrrCBKxbhQuoSSVNBEAQB3A+uTbKE9fE0swoj/dwvmo18AVjbYmN1Ns9s+uUxBr6W14Gn1sTo4QEqMrUp0oMgCAIbrVY3GSVRCoiGji/RlrWGq/V3i3MgCIIg7KYjBHzuTWYO3C7ODGg2NneAxy9Z+hQKADcvAV0d/N0nj1mKa6vyBU+h+CecO+IgCEItJNN0Dvq7uXgPHKM0KJFitCVtqSAdN/MgCIIgXAw87pPP2Wk0s0ssJwr6gbcmdzsA2wnuk1PDVOlr5RkHNaCUZBAEQQCcBuWpkeNF/2eWuKgaBrWt+7pk5oEgCILQWqxucj/r7QSujLHM1kZrSph63AyetblzYNPaQq1HIw6CIBxFNgcsbzBachznIJenc9ATo4qDlBUJgiAIrciLeX7t6QSKZcdBKBTpHCTTnJpsXpx9rt39IHEQBOEwsjnWVRZLwNg4JU5rHfAST/Kr283sgSAIgiC0IuEgsLUDPHhOy7irg87ARpz74nAfM+RC2yAOgiAcRq7gjLx/OgOsbQK3r9b23J5OYCcFLK2xPjMapqyp9CAIgiAIrcStS1QsKpbYU7e1Q8cgGgYmhzgg7YLR5gkEcRAE4VBiES6M959zNRg8xmA002DKNRahk7C8zq6mS6ONOlpBEARBqD9KOf1zMtwTClJiJAgXG61Ze+lxA29cPlmDcUeIGYSdFPsRBEEQBEFoadq9cFgcBEE4jJ0U5UmvjJ/MOVhco4OhNTDQDUQk8iIIbU0qw2xhKMC6bb9PepAEQTgRSikTwIcAFrXW33OW7y0OgiAcRqHIr5ETjLrP5YGX88wgXBlrzqE3giDUl8fTzswTgJNk33/j/I5HEISGoJQ+i7f5gwAeATjzkdoS1hCEw7ClSYul4z0vXwCezQEa7EMQ50AQLgb5wu6fRd5YENoSdYpbTa+v1DCA3wDgJ+p64DUiGQRBOAy3dYkUi7U/Z36FutBaAxNDgM/bmGMTBKH5GO4DEmmWFZkmMNJ/3kckCEKdOaMm5b8K4I8ACDf8nfZBHARBOAy/D3C5gNlloDN6dC1xMgO8XAC6o8Dk8OkzB/kCUCrvHmkvCELzMjZ43kcgCMIZcEr/oFsp9WHVz1/WWn/51Wsr9T0A1rTWHymlftXp3upkiIMgCIfhMoHhXo6YT2eObjI2rSUjGjmZc5DOcvry5g4bHFNpzmHo6wIuj0mzoyAIgiC0Phta6/cO+f0XAfwmpdR3A/ABiCil/rHW+reezeFJD4IgHE0mx+nJtUTxvV46FbNLr9ciH0W5DHz4AFjf5gCanaQzpG11c3fjoyAIgiAI54PiWKOT3o5Ca/1HtdbDWutxAD8M4BfO0jkAxEEQhKPp7aRz8PEjTpDU+ygXZPPAs1ngK5+wJKhYAj64d7z3KZad771u5/ugH5gaOZmSkiAIgiAIdafRTcrnjZQYCcJRdEUZ0X/4Enj0EnjhBq5NcEIyQKfh0Uvn8YbBx3dHj/c+Pg/w3k1mHmIRZi68HlFBEQRBEIQm4iwnKWutfxHAL57NuzmIgyAItRCuit4XisDdpxyc1ttJBwGgWtEbl6l7/mgaWN8Ckundzz2KoN8pZZLGZEEQBEEQzgEpMRKEWvB5gS/c5tAzm0yOzcuZHH+eGqHToBRweRTwuIFPnwDP5zg0TRAEQRCEtkBKjARBIG438OYVYG4ZmF9lGRFAR2ByaHdJkdsFvHWV8qiLa7x53OwtGBtk2ZIgCIIgCC1Jqxj6J0UcBEE4DoYBjA8Bg70ciLa8wZKj6UVgeROIhSlJavcOVPcPFIq8xZPiIAiCIAhCC1OLGlErIw6CIJwEj5slRWODlCBNpICsVXI0s8Qyo2q1I6+Hq0koSAdDEARBEAShSREHQRBOg8sEhnp5A9iPsJ1gz4FhAD0xIBQ432MUBEEQBKFutFIvwUkRB0EQ6knAx5sgCIIgCG2LUvvMRGojxEEQBEEQBEEQhGMgGQRBEARBEARBEIg6u0Fp54XMQRAEQRAEQRAE4RWSQRAEQRAEQRCEGlFo/wi7OAiCIAiCIAiCcAzavcRIHARBEARBEARBOAZt7h+0fYZEEARBEARBEIRjIBkEQRAEQRAEQTgGUmIkCIIgCIIgCMIr2tw/EAdBEARBEARBEGpFATDa3EOQHgRBEARBEARBEF4hGQRBaGa2E7wVi0BPJ9DZcd5HJAiCIAgXnjZPIIiDIAhNRakEpLJAOgusbQGJlPO7lU3g3RtAKHB+xycIgiAIFx4NpfR5H0RDEQdBEM6TUhnIF4BsHng6AxRLBz+2txMI+s/s0ARBEARB2B/JIAiCUH/SWWBuGVjfBvQ+UYhIyFl9BnqAzgjgdp/pIQqCIAiCcDERB0EQzhKtgY1t4NE0JRC6o3QSAGByGOjrAjziCAiC0ILkC8BOimWQfm/7C8VvxoG5FWCgG+jvPu+jEc4Qpdr/9BYHQRDOgnIZWFrnLZfnBvrmZSCTo4Mw1AuM9J/3UQpC66M1M3Q7SX7N5IBCkeV8pgm4XYDXzSxdbyfg9Zz3ETeWQpF/cyOtmUoFmF9lVrRS4X0BHzDYS+PZqFEwUWs6GLk8XyeZBjJ5IBLk6wSapMSyUmE56PIG+8QSKZ5Hsch5H5lwhrS5fyAOgiA0FK3ZXDyzyI26IwSMDzJL8HyeGyEALK4Bw/2Ar82NFUFoFFoDs8vA8jqvNYCGsd8HhIKAy6SjXijScdiIA7NLwGduta+TsJ0A7j4FOsLArSnAVectv1wGFlYZ+CgUge4YMNwHpDLA6ibwfA6YXwFG+xlh3+soaM3n5fJAPElhhkzO+b3L5P9vcY23/m6WW1Y019CO0OGOTybL9Tdf4M9+L+D1Ah4XUCgB2RyPwTDoNHo8PGeyOYpFZHNAoQCUK04paLmyu1dsqJdBnqezDPr4fa8fh9Z0Kip2Oal2vjcMwDQuRki6zWj3OQHiIAhCoygUgfvPgGQGCAeBG1M0RKYXuBHaxktfFyOZ4hwIQu1UKjTMUhn+nEgzktsRAiaGgGgY8HkPfv76NvDwBfDBPV6DA918fKOj7fWgVGZ0vVKhoVyu0AjOF2i8mgYfs7LJx+8kgY8fAV1RRvZNk9LJxRKdBpfJv7lYopKaywWEA1yfsnk6AoBlzBdoYAM0/nMFRs6vTTgR9I4QMNgDbCXohD2bA6YXeaz2Z1uynLXqHqxICLg6TofGUM7jC0UGWVY26ADa2E5COMi11WUCGvzb1rf4/krR+Ae47lZjG+V21qMaw7AcCg8/L3sqlv16Hg+/dnZQgvreM+Ab9/l4pfiZVbTjHByFUjz3emLA6ICUmrYAzb5MnBZxEAShUTyfo3NwbYIOQDwJfPiAG8ZoPzcB0zzvoxSE5qdQBLZ2aBS73TQu1zZp0BoGrym/Fxgb4HVVS0lLTwx4+xrLRNa2aHwCfG5PDOjvoqFqG5DbCRrE2TwN0qCfTr3PMiI9Ll7PjbQaEika2vHkwY8xDB6vUnQIJocZCZ9dYhR+P1GEkxLyA7evANF9SmuUAro6GPHfSdJZqY7EmwY/N6/1GYb8B2dyPG7gyjgdv1yBf2Mqwx6ARNrp49r7nLEBljnZxnalAuSLdCDcLr6vUk4mw/6d33e8HoqOEPDejd0Oq+1U2E5IteOp4HxfsRyIUpmZrcU1nmvv3Wx/C1RoasRBEIRGYaea7TT49AKjSu/f2j8NLQgCjbVcgeUhOykaS7bRtdf4Hehm1PqkhlQkxNvkMBBP0EBMZxl9Xt3k+7lddEQqFUaMo2E6Kpvxg183HATevMKI9mkollgKFU/ws8gXaOyO9PM4XCYNW8Mytn1WtFtrp3QGoLHb2eHUzhdLfB23i4ZpqczHu0zn791J8vPwe52/w+Pm+9ivEfQf/dkrRQdiPyfiuLjdjppb0M/Mj/05FayMiG2M72fg21kB/57MklKOs3JSfN7T95EVSwwiZXLAV++w9yIS5DkaCjiZHqEJUGj3LgRxEAThtNjRp0plt+Fvp6QLRW4esQ5mFJ7OWrW0HdzIBKEdSGWAF1ZfjV06Zxtwh1EuMyK+sc1ocK7glGQoRQNpYojXT8jvGL/1zL65XSwTsbk0wozFTorGs8ukQd7Z4RjdlYpTcpPLW+U5Zd6/sAo8mWZZ4UkNusU1ZgvKZR5fNAx09PMzPcrxOKie3TBeN4TdrtfXIY979+exl9Ma0/Vmv7+hFXG7gM++wUxEPMmM0daO83vTdMqe7OyV3we4DGYiljd4/nV1MAtW754T4RV0D8RBEAThILYTwONppylyqBeYGqGBMLPE6GY4yN/ZzcmzS3yOUiw9mhppj81NuJhozevgwQuWjUTDbPB8PA0srrJBuGwpCA33sQYeYBT+yQwj9gB/Hw3RCPf7gKAPCAZeN4bPIoJqmjSQDzOSDYMGms8LILz7dy6T1/9mnI27x6FSAZbWgBcLXD8mhhg9lsjxxcAwdjvXxRId52yW5W056xZPsGSrGtPkubcZpwhGd5TnkN/LzMtZlMFdIJRqXJuyUsoH4JcBeEFb/Se11j/esDfcB7FKBOGk5AtsTPN7WfecsepHTZNyf50dwI3JqrpTRQdisIfG0eomIz7pLGuha5UCFNqTUpkRw0iIhnaxdHDDbHUzqttNo6BUArIFR3WlOgrvsqQ93VZD6kmj71ozU5BM87zNF1gOkbWyBrevMLppR9E3d1iu43axXGV53arrB40et8k68UiIjkWrXwO2s5SsKonaj3IZWLUUeyplq8m4COTzzEgALKG6Mdn6n4lwOtwuZgTQsft+rbkGZHOOoxC21LqSGV5rm/HXG7MNy4m/MtZcWSBhL3kA36G1Timl3AB+RSn1H7TWXz+rAxAHQRBOSrHERXpskJkArbnJzy3z950d+xtiSjm1z9Ew8PAl5RnHByWyc5HQmpHATI6lLKubzETZ54DWjqpLwMefl9fphFZLQSrFKGF1KcJRdIRoIPh9fE+7RO6VDKP1/uWKE7HMF4FUml8BGiJeD19juJ/XgB3tNww6zaMDzusVipTDXN/iMfd3AUNVGYVWZycFPJ3h/0ZZQxCj4dcfVywB957SiDMMfmaGwexiJAT0eZkx6IrKeiAcjLJUnvZTO7J7F7Tm+WgHFApFfr+8Dnz9LsuUohEnsyfn2zFp3OeltdYAUtaPbutWR4WBoxEHQRCOi63CYWth2xE+pRjx++Qxo6zTVonAYQZQd4yp5LllLt5XxmSRbiZyeWA7ySheyH+4bOZBlMqWkW3JUGbzQDJFA9E+l5Si0T41wug8QOdycZVNi7Ewn5e1hkZNDvNYypaU5U6S2amOMDMFpumcl3aksVAAimV+XVgFvvmAGYi9ZQr7YTsD4RAw3kHD15ZzrBWPm07w+ODxPr9WYSvuOG4+D1V39kb/d1LAy3mWYN2cEidAaCxKsZk7uGfA3GCvowBlK3iZxm5VJ9t5Bfiz3fztdjmBgUjwAsuxqob3ICilTAAfAbgE4H/VWn/Q0DfcgzgIglALuTxLAuIJLqq2korLxbppG8MArk8C37xPX//eU+Dt6wcvokoxQuxxU0KxO2alk4UzQWs2x65akpmmyTT9cB+N8XtPaeADbDof7q8q57GM/mr1FJfJEjLTZEQ/lXH6U2wMxQjxUK8lleml5rydbeqtqnsf7AFeLtBpCFrPGezdbVT2de1WrKmFwV5GEYslOrAeD4/LqFLmUMqqs/dIj0wtDPTQAdhJ8dyoth0qFfZbrG1xzbg6fvzeBEGoFwEfELAUl4pFYG2bpUpZa3CnLe1rr31KAdoKdBSKu4MKPg/Xs44Q0Nd9wdaKUzkI3UqpD6t+/rLW+svVD9BalwG8pZSKAvhppdQtrfX907zpcbhI/0nhrFndZKOiLY3nsWqlTSud7vM6CkB2uU0zks4yigvQoBvodlK3/d2vK0XYCiLdUapRvFzgLISDUIp12PMrQDojDsJZUS5zVsXKphUR89Jgnlt2ysQA4J3r3Cyfzu6+3+e1UvRhbopa81yZXuTv/V4ng2Q/9riDuDzuw88d4GQTWD1ulsYJ9UMpOgcA/2emNbk5k+M5sZ2wyq76Zf6J0Dy43Qw81IrWdBwyWQbLkmkGQjbibMx//40LnFU4Fhta6/dqeaDWOq6U+kUAvx6AOAhCi1IqcUMM+KjEATg1zkdxbaI2WUSbdJYbcCR09GNPw97I7MqmM1k0nmTkJVfg8dhTR02DUehE2lFpOQxbvm55g3XZpjQmNgStuaFtxJlWL5ZotFX3f+wknSxRwOeoUH3mljMV1Y6u7/f62wk6Au1SWy/URvW03MfTzBjYJWSGYvngQM+5HJog1A271KgjzBtAx/jTx5b88MXZuxqsYtQDoGg5B34AvwbA/9SwN9wHcRBahVKpNeTJ5ld3R1ntesZqFPZvtdmM73YQbJ1xexBQ9VCezTibeysV1vHaUm52vbXP6wwoOwitubAFfIdHPPxelgktrzMd2xFmLbk9KGl22anRDlm1nhUNfPqEx3dUBNhmYoh/08b28Rwl4WCKJafUJ5lhk62dHu/soHPQscfBrN749qLU4dFfpfi6wsXD7wO+9V2eb9kcULBUpvw+BjF8ohgjtCE7Sar5+bzA9YkLlh1rqD02AOB/t/oQDAD/Qmv9M418w72Ig9AK/FJVmVrAx9rVnphjMNulPKEAjVm7nKFsSQ2O9DOafRB5S1avHpJn3TE6CKbJtKUdaTcMRtFyliyi3Yhp/x2GwbTlkxnWOWbzznHZmNaUz3KZhp+t9LG4uv9U01CAm7Nh1YZ73PxcggG+39wyo8hKAZ3WNNZXdejWa9vR43AAcA+wuTSe4jHaJQSANY3UyhTYjWH9XYwYhgK1fXZdUf7vFtfEQagHC6vAzCKvA6XovPV10SGIyZA6oQHYE54FoZ0plrgHpjKct+B1A7evXijZVNXgJmWt9V0AbzfsDWpAdsizQGsau6bBenW7Aah6LPzeSLfdILQ3XZfJ7a6R/tZ3HUMnleFtL4trjsyZz0PjtWLV0NtNtwDr6S+Pnk532zast3aY9fB7+Td3R3fX6hdLrLlfWGWdvo3HzcWmI+RMjPS4HY34kjVwyeum02NaOuqFIp0Kw/o8txM0/lNp/q2l0v5qLUO9ABQdDNNSbcgXePyzy3TIKpqZA/v5psGIoK0Y4/XsVnc4To25ja0bny80by9GK5FIc6ovQKfgypjoyQuCIJwEu1cwnWWj/eqm87tQALh16UI5BxcFcRDqTanEiyiVpXGaygDp3G45Q9Nw1AEAGi5ej1V6YzUA2RKa9nNsrWxD0VAtlnjfx4/4GJ+HEoa6wtfQcMp7cnk6CW7X670AoQDrr4slPiaVYbnOdoLPtct3vJbeci3pw2vjjCosrTv3zXiAqWFmGGynaHKYt0qFf5NpHG7EHRRVV4qfX/UC5fdRqaWacpkZDFtZpifmyFZeGtn92FKJx7+T4ufsdgEBPx2gek01jSfZp2FLXxZLdKSmhk//2hedasd6bYuqMYIgCMLxyBWAB8+d4KNS7JPrCDkBxwsafGm0zOl5Iw7CflQqvBiyeRrr9gCgQpFR94Rl+FcqTtOibdRXG+BulyVnaCmZlK2a+nLZGXuutVVOU7TK2RTgMig7WF1OUyrTaC1Vlewoq5hfaz7Wpx29YlvDOBbZrVleLgOZvKV57Nl9YXeEqdE9v+LUZe9VdPF5GD33WiVM5bJTElTdvOl2sWzHNPm4rR3W118dZ6aiGuMIx6BemOb+mtD74XLtHvJUL2ylm+V1OiAeN8+NWITnWWdH8/eZNCOVCp3yRIrOrT00zO/lbAH5TAVBEGonX2DQcHGNtsnUMBAKcv+U8kyL9naM5L+8l0qFzaV2jTxAmUqtdzfb+r1O07Ch+HM4yK9BP+vcve7mM0zs+vr96Ikxgl2pOJmCYokOUdFqFk5maIDZ5U+m1Zwbi9Ahsaex2o/PZejYADSGY5Ez+TPPHa0dZaOcpXKUzTtlUgA17ieGnWE0Qm1UKnTU7ZI6W2bPngLs87Dvpq+rNmdQEARBcFjbBB7PcB/riXGf8p9gSGSbo5rNvqsz4iDspVB0nIP3btIYWd6gEWfrmIeD7etB71VpcbtOr8tfKjMa4fe2bypSa0pnbmzTeM3kdsse2gOnumPM6NhZHYGUK5zwmy86X8sVlsyVqxxOuxzLxjDYfDzQC3QEneyWIAiCcHySaeDRNKsIro6zXFfYh6qhkm1K61q5WlNey+s92LO1y20Oe41cnrXgWzusN7dr/21ZTcBRshFOhssEXC0Uyc3m2EMBMEuiwVKqcsUqowKgqkq87IxJruCUlQ108/wJ+FlC5GoBidqzpFhimdVm3JlGfBCGwXI8j5uZuZ5OfqahAL/K5yoIglAfljcYJLx16fUhoMKFonX/+8k0cOcpvw9ZjaPlslOrXyjRaPN5WUteXc9vR3iTVeUvXjcj5R4PjblapSmF9qNQdGrYqzFNRlXscjPbAXUZzmTavi4xWPfDVqGKJ+mIJ9P8/MJB9l34PE6juT152zTksxQEQThLSiVnAnijh5C2ONKk3KzYU0rtZt2tHRpwLpNeb8DvyF0+nt79XMPg87s6LLnKkEQiBYeOMHB9kiVDhQIj3PkCF82tHeDta623cNoydfkCs2YZa+Kz38sUcihQn7K5QhHIZKnclc2xHCib5/eANY8gQHnZ/m7pERAEQWgmRvrZd3j3GfDudSkxOpQ2LZm2aE4HYWMbmFvh924Xywv8PjbQBiyDwuViHfdOikbOsCW7tbf+2J6Wq+AM2vI0YfOw0BxsJ1j6ks4yggK8Lu26vNFaDkIuDzyfA7aTu/siqqdcKwXEwkB/D5vSjkupBDx4wQyBjWE4Tfu9MTpekeAFm7QpCILQQoSDwJtXKKH+zQe75/z0d59sf2hTJINwHjx4wa+GokOQygCFTWB6kdHHsQE2e16boCTnyia1zgE6DcN9dCBcJssUQgEpVxBqY3aZvS1dUTqkSllla2UulJ0dNHJbAa0pUTe9AEBxsnOsw5m2bShHunc7wWvo4QvgxtTxN4H1OJ2D0QE66kG/OOKCIAitQLnCkuyKVTpbLgOj/bS5cnneAGbQ37lxsBKi0FY0p4NwZZxGTbHEaONgjD0CK5s03h68AN64TGPt0ih1zlOW/Ob8KnD/+euvaQ/nMk0aRvbQMa+HHnMowJNeopsXm6LVLGsaNKbPeqpxpUIFH5/ndMZ1oQg8m2M2rsu6Tnz7NPPbdf+xCAfmffKYE4ht56jm9yvwa6nETWRrhxtNsVQ1x6Ps9G5UKsDlMc5+EARBEM6H9S3uFdXDWauxqy5Maz6TpznNxrNGKSUyp+fCQDdLEhZWaeDMLL7+mGqpQ6Vo5IeDnJ6bzjhDvGzDxDZUymV6yRVLkSaedLIPACOfAz2skRYuHpdGOUZ+YxtY32YUpSt6+mmR9vmm1O5bNdsJ4Nksz+2gn5mynhoM6HyBWQA70pPK8rUAYGKINaVHLWRa0zExDSBV4LXicdf+9w308DNbrbqWlALcVWV9dp+PoVim9XLeGbwnCIIgnC0rG8CTGQZHJ4acnk67PNTnkaDpoYiDcD6YJlVhxgadxkeXize3efBJ6zJZ63wc8gWqqqxusjH1+RwNtLOOHgvnTyzCW24QePSSJUez1iRp07DOPxcXTr+PRq89nfkwB2J2z0RqwJo5YVjlbwaNe5+HkfyZJd6OchBSGeCjh7vv83np4A70OM38AJ2AUolN1/b062ye11Ym5wxwO4kkq8cNvHvz9fsrFSeDUCw6jnoowGP/5DEzgMN9x3s/QRAE4eQk0ywhCvqBt69LOegJUNKk3AR43IdHMwtFGnMA68M9bhpclTJQtGRPS2UacJEQH1PRltpKloZKIs3sAkDHICCd+xcan5eLZqHIaHwuv9vQTeeAzR2nyddQHEMfDrBvJuhnBMZl8rxz7+PQau1kuGxMk7MBANbzH0Uq43xvGFaZnEHDf2aR53mh6Nyqp4EDdHYCPjoidpndXmenWtYV4FwI29nIW8pI1bdcwXEE9r6fjVJ0hjRkzoggCMJZshl3SrFr2WeEC0lrOAhHkco46inVKio2tvRpqcSUWjVK0UDq7aTjEA3vX6stXEw8bs422I9Khcaw7WAmUzy/ypXdjzMMnoN2iY1tNJumVYLjpoNRrjhzPIb7aqvP7+vi69rzBexyOruMTsPqtXEDQZ+TAfG4aaDbcz9cJu+zHYNymQ3OiRT/toPqU6txmU5PQzjoXHdu03lf+73dLolYCYIgnAeuqoDV8zk6DFfGxPY5Nu29h7WHg9DZAXzhLceYWdlwJrMaBktBLo8BIb81IC3NKGvAivKeprZcuLjY8zRsBxOwavkLzEzlCk72yjb87Yj73snBpumUKnV18GtFA+YRC1DZcgLcbmYA7DkH+fzh04kPwh5SZs9MCPh4ffl91gRp63gUaPTbDoHXLbWqgiAIrUBHGPi29xj4Wd0EXi4AH9xjv11XB8tsxVk4AmlSbh3cLuvkjrKGO5lms2YqzYbI2aX/f3v3sts0FARgeI5vSdsYApQioAtggQRCrOAdeGQegi1igxBCCBCX0pQkduq0ZjHn+DglTXFRS+L8nxSlStrIlazI47np6nB3EQZcBGP0i/WsL1fXFJxPaqVumTbMf3a9AJHI7o7I3Vt6xyef+PN6ZB9u/JzTSTQzcO2KD17cSFMx9oaHESlttqKetaiXC4WByKP7zft5AACrIY40W73dF/n0TeTrD1/imsQ6sjrd0uqKHlMe/0SAsHqM0V6DdEvk9UBfY7kHlomrwe8ms83wLgMxHGtg+/6TZsSCwC9uE9EL/3RTF9f0NjQb1onJhgEAmul2RB7s6iSjcS6yfyAyGGlVxref/vfcDh333E/XuoeMJuWmXONlfcTo9EgvXnqbl1t3PBj6aHiciXz8oqUYbrRiy9NDWEH1DMT2Ne0tePvBb7HspxoMhO3+YgIAXDJjfJXFXfvaYWF77EYiWa4DMOpDXe7d0RtW9T6zOOJmVQssDhDKUjerTgp/0oSBLkEaDPVC+7pdJvVrpJHmwej0zwtDTVm5SUKukfGiuMbQSSHy4cvse67W253U1ckd+lnAInZevUhVnhGeYwQkcF79VOTZnPGhAABctCTWEqTtvn/NLcF8806z3CcZY3sZrmr56mEhcmifj4/8TbAqI9HVm8grd221asfbzOIAIZvoKMfepm7bc7XRSawXLlk+e3JsbehSpiT2k1FC+5zlIvtDvSO6N/B/EwR2jGmkd/fddJWNrp48G51mdW9lqXXVYaDH/fyJf91NeDkY6hK2k0HD30g3ddU4AADAujFGr9WePtSL/voy2mKqFRtf93SvlIjdwhzrNV4UaQnt9/3ZMdjGrNjuKSNmrQOEMBB59lgv1svSnwhuXKOIvjYYanCwaHdAuiWyY8dFFlPNNIzG+veFjSyzXGTwa3YuvIgfE1l/hJE+u+OqPxxjNLhwy6jcz1GkTZy3b2rWIAx04sxorA2gWf7nMThxg+2yAAAAbWSMnWI3570Hu3o9Fkfzb/K6fju3sDPLV6oJWof6rXOA0LF38kVOPxGSuHkDcBxp+unG1fnvT6d6wrhtr8WJUZGFfX965CPZxPY4JLZc6PhYMwlHdlJL/edxJrK3r2Mk5wlsHXgn9p/dSXyqDQAAAPMFweJpfvV+O2bILKXlnGIURSJpdLHd8S7zkB/qzPjALnnq2hRYyyNDAAAAnFe7G7GXM0C4DFVGJBGR3v8+GgAAAKyI9e5BAAAAAFBjl4+2WLvzIwAAAAAaIYMAAAAANLDeU4wAAAAAnNDuIhwCBAAAAKCBtjcptzv8AQAAANCIKctTloWJiDHm1SUeCwAAANbX97IsX/zvgziLMealiGz/w0cs/f+5MEAAAAAAsF4oMQIAAABQIUAAAAAAUCFAAAAAAFAhQAAAAABQIUAAAAAAUPkNb+SFZYI6NDQAAAAASUVORK5CYII=\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"for i in biome_types:\n",
"\n",
" # cut iNaturalist into a grid based on latitude and longitude\n",
" iNat_with_biome_sub = iNat_with_biome[iNat_with_biome['BIOME']==i]\n",
" \n",
" fig = plt.figure(figsize=(15, 15))\n",
" ax = plt.subplot(projection=ccrs.PlateCarree())\n",
" ax.coastlines(resolution='110m', color='pink', linewidth=1.5)\n",
" ax.set_extent([-180, 180, -90, 90], ccrs.PlateCarree())\n",
" hb = ax.hexbin(iNat_with_biome_sub['decimalLongitude'], \n",
" iNat_with_biome_sub['decimalLatitude'], \n",
" C=iNat_with_biome_sub['Leaf Area'],\n",
" reduce_C_function=np.mean,\n",
" mincnt=1, \n",
" gridsize=(200, 60),\n",
" cmap=\"YlGnBu\", \n",
" transform=ccrs.PlateCarree(), \n",
" extent=[-180, 180, -90, 90],\n",
" linewidths=0.1,\n",
" vmin=iNat_TRY['Leaf Area'].quantile(0.01),\n",
" vmax=iNat_TRY['Leaf Area'].quantile(0.99))\n",
" cb = fig.colorbar(hb, ax=ax, shrink=0.41)\n",
" cb.set_label('Log Leaf Area (mm2)')\n",
" \n",
" filename= \"../Figures/biome_\" + str(i) + \"_leafarea.pdf\"\n",
" plt.savefig(filename, bbox_inches='tight') \n",
" \n",
" "
]
},
{
"cell_type": "markdown",
"id": "b6edcb65",
"metadata": {},
"source": [
"## Visualize differences in boxplot"
]
},
{
"cell_type": "markdown",
"id": "349882ec",
"metadata": {},
"source": [
"List of biome names in the WWF data: \n",
"\n",
"| ID | Biome name|\n",
"| ---| ---|\n",
"| 1| Tropical and subtropical moist broadleaf forests|\n",
"|2 |Tropical and subtropical dry broadleaf forests |\n",
"|3 | Tropical and subtropical coniferous forests|\n",
"|4 | Temperate broadleaf and mixed forests|\n",
"|5 | Temperate Coniferous Forest|\n",
"|6 | Boreal forests / Taiga|\n",
"|7 | Tropical and subtropical grasslands, savannas and shrublands|\n",
"|8 |Temperate grasslands, savannas and shrublands |\n",
"|9 | Flooded grasslands and savannas|\n",
"|10 | Montane grasslands and shrublands|\n",
"| 11| Tundra|\n",
"| 12| Mediterranean Forests, woodlands and scrubs|\n",
"|13 | Deserts and xeric shrublands|\n",
"|14 |Mangroves |\n"
]
},
{
"cell_type": "markdown",
"id": "c2967916",
"metadata": {},
"source": [
"### Aggregate forest biomes into the three main categories\n",
"- Tropical and subtropical forests\n",
"- Temperate forests\n",
"- Boreal forests/Taiga"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "2da6a19c",
"metadata": {},
"outputs": [],
"source": [
"\n",
"def agg_biome (row):\n",
" if row['BIOME'] <= 3 :\n",
" return 'Tropical and subtropical forests'\n",
" if row['BIOME'] == 14 :\n",
" return 'Mangroves'\n",
" if row['BIOME'] == 9 :\n",
" return 'Flooded grasslands and savannas'\n",
" if row['BIOME'] == 7 :\n",
" return 'Tropical and subtropical grasslands, savannas and shrublands'\n",
" if row['BIOME'] == 13 :\n",
" return 'Deserts and xeric shrublands'\n",
" if row['BIOME'] == 12 :\n",
" return 'Mediterranean Forests, woodlands and shrubs' \n",
" if row['BIOME'] == 8 :\n",
" return 'Temperate grasslands, savannas and shrublands'\n",
" if row['BIOME'] in range(4, 6) :\n",
" return 'Temperate forests'\n",
" if row['BIOME'] == 6 :\n",
" return 'Boreal forests/Taiga'\n",
" if row['BIOME'] == 10 :\n",
" return 'Montane grasslands and shrublands'\n",
" if row['BIOME'] == 11 :\n",
" return 'Tundra'\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "c23a32c5",
"metadata": {},
"outputs": [],
"source": [
"# area and observations per biome\n",
"biome_types = [1.0,2.0,3.0,4.0,5.0,6.0,7.0,8.0,9.0,10.0,11.0,12.0,13.0,14.0]\n",
"biome_stats = pd.DataFrame(columns=[\"BIOME\", \"AREA\", \"iNat_Obs\"])\n",
"\n",
"for b in biome_types:\n",
" biome_wwf = wwf[wwf['BIOME']==b]\n",
" biome_area = biome_wwf['AREA'].sum()\n",
" \n",
" biome_iNat = iNat_with_biome[iNat_with_biome['BIOME']==b]\n",
" biome_iNatobs = int(len(biome_iNat['BIOME']))\n",
" biome_sPlot = sPlot_with_biome[sPlot_with_biome['BIOME']==b]\n",
" biome_sPlotobs = int(len(biome_sPlot['BIOME']))\n",
" \n",
" df = pd.DataFrame([[b, biome_area, biome_iNatobs, biome_sPlotobs]], \n",
" columns=[\"BIOME\", \"AREA\", \"iNat_Obs\", \"sPlot_Obs\"])\n",
" \n",
" biome_stats = biome_stats.append(df)\n",
" "
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "0a041a8b",
"metadata": {},
"outputs": [],
"source": [
"# add biome name\n",
"biome_stats['AggBiome'] = biome_stats.apply (lambda row: agg_biome(row), axis=1)"
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "b86be00a",
"metadata": {},
"outputs": [],
"source": [
"# calculate observation density per square km\n",
"\n",
"biome_stats['iNat_Density'] = biome_stats['iNat_Obs']/biome_stats['AREA']\n",
"biome_stats['sPlot_Density'] = biome_stats['sPlot_Obs']/biome_stats['AREA']"
]
},
{
"cell_type": "code",
"execution_count": 27,
"id": "5d5497d9",
"metadata": {},
"outputs": [],
"source": [
"# obs ratio:\n",
"\n",
"biome_stats['Obs_Ratio'] = biome_stats['iNat_Density']/biome_stats['sPlot_Density']"
]
},
{
"cell_type": "code",
"execution_count": 28,
"id": "d286529b",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" BIOME | \n",
" AREA | \n",
" iNat_Obs | \n",
" sPlot_Obs | \n",
" AggBiome | \n",
" iNat_Density | \n",
" sPlot_Density | \n",
" Obs_Ratio | \n",
"
\n",
" \n",
" \n",
" \n",
" 0 | \n",
" 1.0 | \n",
" 1.977546e+07 | \n",
" 353149 | \n",
" 8867.0 | \n",
" Tropical and subtropical forests | \n",
" 0.017858 | \n",
" 0.000448 | \n",
" 39.827337 | \n",
"
\n",
" \n",
" 0 | \n",
" 2.0 | \n",
" 3.009534e+06 | \n",
" 86466 | \n",
" 219.0 | \n",
" Tropical and subtropical forests | \n",
" 0.028731 | \n",
" 0.000073 | \n",
" 394.821918 | \n",
"
\n",
" \n",
" 0 | \n",
" 3.0 | \n",
" 7.092914e+05 | \n",
" 76502 | \n",
" 394.0 | \n",
" Tropical and subtropical forests | \n",
" 0.107857 | \n",
" 0.000555 | \n",
" 194.167513 | \n",
"
\n",
" \n",
" 0 | \n",
" 4.0 | \n",
" 1.283103e+07 | \n",
" 5618093 | \n",
" 25939.0 | \n",
" Temperate forests | \n",
" 0.437852 | \n",
" 0.002022 | \n",
" 216.58865 | \n",
"
\n",
" \n",
" 0 | \n",
" 5.0 | \n",
" 4.086175e+06 | \n",
" 1427114 | \n",
" 15716.0 | \n",
" Temperate forests | \n",
" 0.349254 | \n",
" 0.003846 | \n",
" 90.806439 | \n",
"
\n",
" \n",
" 0 | \n",
" 6.0 | \n",
" 1.512678e+07 | \n",
" 351602 | \n",
" 2961.0 | \n",
" Boreal forests/Taiga | \n",
" 0.023244 | \n",
" 0.000196 | \n",
" 118.744343 | \n",
"
\n",
" \n",
" 0 | \n",
" 7.0 | \n",
" 2.017755e+07 | \n",
" 142568 | \n",
" 7524.0 | \n",
" Tropical and subtropical grasslands, savannas ... | \n",
" 0.007066 | \n",
" 0.000373 | \n",
" 18.948432 | \n",
"
\n",
" \n",
" 0 | \n",
" 8.0 | \n",
" 1.010158e+07 | \n",
" 1285220 | \n",
" 5568.0 | \n",
" Temperate grasslands, savannas and shrublands | \n",
" 0.12723 | \n",
" 0.000551 | \n",
" 230.822557 | \n",
"
\n",
" \n",
" 0 | \n",
" 9.0 | \n",
" 1.091569e+06 | \n",
" 29090 | \n",
" 80.0 | \n",
" Flooded grasslands and savannas | \n",
" 0.02665 | \n",
" 0.000073 | \n",
" 363.625 | \n",
"
\n",
" \n",
" 0 | \n",
" 10.0 | \n",
" 5.187550e+06 | \n",
" 79224 | \n",
" 2993.0 | \n",
" Montane grasslands and shrublands | \n",
" 0.015272 | \n",
" 0.000577 | \n",
" 26.469763 | \n",
"
\n",
" \n",
" 0 | \n",
" 11.0 | \n",
" 1.165505e+07 | \n",
" 46105 | \n",
" 4152.0 | \n",
" Tundra | \n",
" 0.003956 | \n",
" 0.000356 | \n",
" 11.104287 | \n",
"
\n",
" \n",
" 0 | \n",
" 12.0 | \n",
" 3.220386e+06 | \n",
" 1304318 | \n",
" 6401.0 | \n",
" Mediterranean Forests, woodlands and shrubs | \n",
" 0.405019 | \n",
" 0.001988 | \n",
" 203.767849 | \n",
"
\n",
" \n",
" 0 | \n",
" 13.0 | \n",
" 2.788568e+07 | \n",
" 587003 | \n",
" 12446.0 | \n",
" Deserts and xeric shrublands | \n",
" 0.02105 | \n",
" 0.000446 | \n",
" 47.163988 | \n",
"
\n",
" \n",
" 0 | \n",
" 14.0 | \n",
" 3.464320e+05 | \n",
" 14116 | \n",
" 16.0 | \n",
" Mangroves | \n",
" 0.040747 | \n",
" 0.000046 | \n",
" 882.25 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" BIOME AREA iNat_Obs sPlot_Obs \\\n",
"0 1.0 1.977546e+07 353149 8867.0 \n",
"0 2.0 3.009534e+06 86466 219.0 \n",
"0 3.0 7.092914e+05 76502 394.0 \n",
"0 4.0 1.283103e+07 5618093 25939.0 \n",
"0 5.0 4.086175e+06 1427114 15716.0 \n",
"0 6.0 1.512678e+07 351602 2961.0 \n",
"0 7.0 2.017755e+07 142568 7524.0 \n",
"0 8.0 1.010158e+07 1285220 5568.0 \n",
"0 9.0 1.091569e+06 29090 80.0 \n",
"0 10.0 5.187550e+06 79224 2993.0 \n",
"0 11.0 1.165505e+07 46105 4152.0 \n",
"0 12.0 3.220386e+06 1304318 6401.0 \n",
"0 13.0 2.788568e+07 587003 12446.0 \n",
"0 14.0 3.464320e+05 14116 16.0 \n",
"\n",
" AggBiome iNat_Density \\\n",
"0 Tropical and subtropical forests 0.017858 \n",
"0 Tropical and subtropical forests 0.028731 \n",
"0 Tropical and subtropical forests 0.107857 \n",
"0 Temperate forests 0.437852 \n",
"0 Temperate forests 0.349254 \n",
"0 Boreal forests/Taiga 0.023244 \n",
"0 Tropical and subtropical grasslands, savannas ... 0.007066 \n",
"0 Temperate grasslands, savannas and shrublands 0.12723 \n",
"0 Flooded grasslands and savannas 0.02665 \n",
"0 Montane grasslands and shrublands 0.015272 \n",
"0 Tundra 0.003956 \n",
"0 Mediterranean Forests, woodlands and shrubs 0.405019 \n",
"0 Deserts and xeric shrublands 0.02105 \n",
"0 Mangroves 0.040747 \n",
"\n",
" sPlot_Density Obs_Ratio \n",
"0 0.000448 39.827337 \n",
"0 0.000073 394.821918 \n",
"0 0.000555 194.167513 \n",
"0 0.002022 216.58865 \n",
"0 0.003846 90.806439 \n",
"0 0.000196 118.744343 \n",
"0 0.000373 18.948432 \n",
"0 0.000551 230.822557 \n",
"0 0.000073 363.625 \n",
"0 0.000577 26.469763 \n",
"0 0.000356 11.104287 \n",
"0 0.001988 203.767849 \n",
"0 0.000446 47.163988 \n",
"0 0.000046 882.25 "
]
},
"execution_count": 28,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"biome_stats"
]
},
{
"cell_type": "markdown",
"id": "95c4033e",
"metadata": {},
"source": [
"### Aggregate different forest types"
]
},
{
"cell_type": "markdown",
"id": "0888ffd7",
"metadata": {},
"source": [
"Aggregate tropical/temperate forest types and tropical/temperate grassland types"
]
},
{
"cell_type": "code",
"execution_count": 29,
"id": "01c9c08f",
"metadata": {},
"outputs": [],
"source": [
"agg_biomes2 = biome_stats.groupby('AggBiome')['iNat_Obs'].sum()"
]
},
{
"cell_type": "code",
"execution_count": 30,
"id": "03c9fcb0",
"metadata": {},
"outputs": [],
"source": [
"agg_biomes1 = biome_stats.groupby('AggBiome', as_index =False)['AREA'].sum()\n",
"agg_biomes2 = biome_stats.groupby('AggBiome', as_index =False)['iNat_Obs'].sum()\n",
"agg_biomes = pd.concat([agg_biomes1, agg_biomes2[\"iNat_Obs\"]], axis=1)"
]
},
{
"cell_type": "code",
"execution_count": 31,
"id": "8b64a78c",
"metadata": {},
"outputs": [],
"source": [
"agg_biomes['Obs_Density'] = agg_biomes['iNat_Obs']/agg_biomes['AREA']\n",
"agg_biomes = agg_biomes.set_index('AggBiome')"
]
},
{
"cell_type": "code",
"execution_count": 32,
"id": "4b5a426b",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" AREA | \n",
" iNat_Obs | \n",
" Obs_Density | \n",
"
\n",
" \n",
" AggBiome | \n",
" | \n",
" | \n",
" | \n",
"
\n",
" \n",
" \n",
" \n",
" Boreal forests/Taiga | \n",
" 1.512678e+07 | \n",
" 351602 | \n",
" 0.023244 | \n",
"
\n",
" \n",
" Deserts and xeric shrublands | \n",
" 2.788568e+07 | \n",
" 587003 | \n",
" 0.021050 | \n",
"
\n",
" \n",
" Flooded grasslands and savannas | \n",
" 1.091569e+06 | \n",
" 29090 | \n",
" 0.026650 | \n",
"
\n",
" \n",
" Mangroves | \n",
" 3.464320e+05 | \n",
" 14116 | \n",
" 0.040747 | \n",
"
\n",
" \n",
" Mediterranean Forests, woodlands and shrubs | \n",
" 3.220386e+06 | \n",
" 1304318 | \n",
" 0.405019 | \n",
"
\n",
" \n",
" Montane grasslands and shrublands | \n",
" 5.187550e+06 | \n",
" 79224 | \n",
" 0.015272 | \n",
"
\n",
" \n",
" Temperate forests | \n",
" 1.691720e+07 | \n",
" 7045207 | \n",
" 0.416452 | \n",
"
\n",
" \n",
" Temperate grasslands, savannas and shrublands | \n",
" 1.010158e+07 | \n",
" 1285220 | \n",
" 0.127230 | \n",
"
\n",
" \n",
" Tropical and subtropical forests | \n",
" 2.349428e+07 | \n",
" 516117 | \n",
" 0.021968 | \n",
"
\n",
" \n",
" Tropical and subtropical grasslands, savannas and shrublands | \n",
" 2.017755e+07 | \n",
" 142568 | \n",
" 0.007066 | \n",
"
\n",
" \n",
" Tundra | \n",
" 1.165505e+07 | \n",
" 46105 | \n",
" 0.003956 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" AREA iNat_Obs \\\n",
"AggBiome \n",
"Boreal forests/Taiga 1.512678e+07 351602 \n",
"Deserts and xeric shrublands 2.788568e+07 587003 \n",
"Flooded grasslands and savannas 1.091569e+06 29090 \n",
"Mangroves 3.464320e+05 14116 \n",
"Mediterranean Forests, woodlands and shrubs 3.220386e+06 1304318 \n",
"Montane grasslands and shrublands 5.187550e+06 79224 \n",
"Temperate forests 1.691720e+07 7045207 \n",
"Temperate grasslands, savannas and shrublands 1.010158e+07 1285220 \n",
"Tropical and subtropical forests 2.349428e+07 516117 \n",
"Tropical and subtropical grasslands, savannas a... 2.017755e+07 142568 \n",
"Tundra 1.165505e+07 46105 \n",
"\n",
" Obs_Density \n",
"AggBiome \n",
"Boreal forests/Taiga 0.023244 \n",
"Deserts and xeric shrublands 0.021050 \n",
"Flooded grasslands and savannas 0.026650 \n",
"Mangroves 0.040747 \n",
"Mediterranean Forests, woodlands and shrubs 0.405019 \n",
"Montane grasslands and shrublands 0.015272 \n",
"Temperate forests 0.416452 \n",
"Temperate grasslands, savannas and shrublands 0.127230 \n",
"Tropical and subtropical forests 0.021968 \n",
"Tropical and subtropical grasslands, savannas a... 0.007066 \n",
"Tundra 0.003956 "
]
},
"execution_count": 32,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"agg_biomes"
]
},
{
"cell_type": "markdown",
"id": "5b8269ff",
"metadata": {},
"source": [
"### Normalize trait means"
]
},
{
"cell_type": "code",
"execution_count": 33,
"id": "34b751f0",
"metadata": {},
"outputs": [],
"source": [
"def quantile_norm(df, s1, s2, variables):\n",
" \n",
" # empty data frame to save output:\n",
" df_norm = pd.DataFrame()\n",
" \n",
" for v in variables:\n",
" \n",
" # make subset df\n",
" sub_exp = df[df['Trait']==v]\n",
" sub_exp[s1] = np.exp(sub_exp[s1].copy())\n",
" sub_exp[s2] = np.exp(sub_exp[s2].copy())\n",
" \n",
" # determine min and max values\n",
" min_quantile = sub_exp[s1].quantile(0.05)\n",
" max_quantile = sub_exp[s1].quantile(0.95)\n",
" if min_quantile > sub_exp[s2].quantile(0.05):\n",
" min_quantile = sub_exp[s2].quantile(0.05)\n",
" if max_quantile < sub_exp[s2].quantile(0.95):\n",
" max_quantile = sub_exp[s2].quantile(0.95)\n",
" \n",
" sub_exp[s1] = sub_exp[s1].apply(lambda x: (x - min_quantile)/(max_quantile - min_quantile))\n",
" sub_exp[s2] = sub_exp[s2].apply(lambda x: (x - min_quantile)/(max_quantile - min_quantile))\n",
" \n",
" df_norm = pd.concat([df_norm, sub_exp])\n",
"\n",
"\n",
" return df_norm\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "0165e9cc",
"metadata": {},
"outputs": [],
"source": [
"# init new df\n",
"raster_means_all = pd.DataFrame(columns=[\"x_bin\",\"y_bin\",\"Trait\",\"TraitValue_sPlot\",\"TraitValue_iNat\",\"BIOME\"])\n",
"\n",
"for b in biome_types:\n",
" filename=\"WWF/grid_means_biome\" + str(b) + \"_2deg.csv\"\n",
" raster_means = pd.read_csv(filename)\n",
" \n",
" # normalize trait measurements\n",
" raster_means_biome = quantile_norm(raster_means, \"TraitValue_sPlot\", \"TraitValue_iNat\", trait)\n",
" \n",
" raster_means_biome['BIOME'] = b\n",
" \n",
" raster_means_all = pd.concat([raster_means_all, raster_means_biome])\n",
" "
]
},
{
"cell_type": "markdown",
"id": "a064067d",
"metadata": {},
"source": [
"Calculate difference between iNaturalist and sPlot maps (trait values all normalized):"
]
},
{
"cell_type": "code",
"execution_count": 36,
"id": "9f79da55",
"metadata": {},
"outputs": [],
"source": [
"raster_means_all['Difference'] = raster_means_all['TraitValue_iNat'] - raster_means_all['TraitValue_sPlot']\n"
]
},
{
"cell_type": "code",
"execution_count": 37,
"id": "a0768ad0",
"metadata": {},
"outputs": [],
"source": [
"raster_means_all['AggBiome'] = raster_means_all.apply (lambda row: agg_biome(row), axis=1)"
]
},
{
"cell_type": "code",
"execution_count": 38,
"id": "aa837bae",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" x_bin | \n",
" y_bin | \n",
" Trait | \n",
" TraitValue_sPlot | \n",
" TraitValue_iNat | \n",
" BIOME | \n",
" Difference | \n",
" AggBiome | \n",
"
\n",
" \n",
" \n",
" \n",
" 0 | \n",
" 149.0 | \n",
" -21.0 | \n",
" Dispersal unit length | \n",
" 0.368411 | \n",
" 0.307410 | \n",
" 1.0 | \n",
" -0.061001 | \n",
" Tropical and subtropical forests | \n",
"
\n",
" \n",
" 1 | \n",
" 167.0 | \n",
" -21.0 | \n",
" Dispersal unit length | \n",
" 0.988748 | \n",
" 0.134547 | \n",
" 1.0 | \n",
" -0.854201 | \n",
" Tropical and subtropical forests | \n",
"
\n",
" \n",
" 2 | \n",
" 121.0 | \n",
" 25.0 | \n",
" Dispersal unit length | \n",
" 0.645304 | \n",
" 0.179513 | \n",
" 1.0 | \n",
" -0.465791 | \n",
" Tropical and subtropical forests | \n",
"
\n",
" \n",
" 3 | \n",
" 101.0 | \n",
" 3.0 | \n",
" Dispersal unit length | \n",
" 1.053881 | \n",
" 0.182566 | \n",
" 1.0 | \n",
" -0.871315 | \n",
" Tropical and subtropical forests | \n",
"
\n",
" \n",
" 4 | \n",
" 99.0 | \n",
" 7.0 | \n",
" Dispersal unit length | \n",
" 0.351987 | \n",
" 0.047709 | \n",
" 1.0 | \n",
" -0.304278 | \n",
" Tropical and subtropical forests | \n",
"
\n",
" \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
"
\n",
" \n",
" 21 | \n",
" -49.0 | \n",
" -27.0 | \n",
" Seeds per rep. unit | \n",
" 1.000000 | \n",
" 0.000000 | \n",
" 14.0 | \n",
" -1.000000 | \n",
" Mangroves | \n",
"
\n",
" \n",
" 22 | \n",
" 101.0 | \n",
" 7.0 | \n",
" Stem conduit density | \n",
" 0.231082 | \n",
" 0.956061 | \n",
" 14.0 | \n",
" 0.724979 | \n",
" Mangroves | \n",
"
\n",
" \n",
" 23 | \n",
" -49.0 | \n",
" -27.0 | \n",
" Stem conduit density | \n",
" 1.040469 | \n",
" -0.050319 | \n",
" 14.0 | \n",
" -1.090788 | \n",
" Mangroves | \n",
"
\n",
" \n",
" 24 | \n",
" 101.0 | \n",
" 7.0 | \n",
" SSD | \n",
" 0.015586 | \n",
" 1.055556 | \n",
" 14.0 | \n",
" 1.039970 | \n",
" Mangroves | \n",
"
\n",
" \n",
" 25 | \n",
" -49.0 | \n",
" -27.0 | \n",
" SSD | \n",
" 0.546889 | \n",
" -0.055556 | \n",
" 14.0 | \n",
" -0.602445 | \n",
" Mangroves | \n",
"
\n",
" \n",
"
\n",
"
20860 rows × 8 columns
\n",
"
"
],
"text/plain": [
" x_bin y_bin Trait TraitValue_sPlot TraitValue_iNat \\\n",
"0 149.0 -21.0 Dispersal unit length 0.368411 0.307410 \n",
"1 167.0 -21.0 Dispersal unit length 0.988748 0.134547 \n",
"2 121.0 25.0 Dispersal unit length 0.645304 0.179513 \n",
"3 101.0 3.0 Dispersal unit length 1.053881 0.182566 \n",
"4 99.0 7.0 Dispersal unit length 0.351987 0.047709 \n",
".. ... ... ... ... ... \n",
"21 -49.0 -27.0 Seeds per rep. unit 1.000000 0.000000 \n",
"22 101.0 7.0 Stem conduit density 0.231082 0.956061 \n",
"23 -49.0 -27.0 Stem conduit density 1.040469 -0.050319 \n",
"24 101.0 7.0 SSD 0.015586 1.055556 \n",
"25 -49.0 -27.0 SSD 0.546889 -0.055556 \n",
"\n",
" BIOME Difference AggBiome \n",
"0 1.0 -0.061001 Tropical and subtropical forests \n",
"1 1.0 -0.854201 Tropical and subtropical forests \n",
"2 1.0 -0.465791 Tropical and subtropical forests \n",
"3 1.0 -0.871315 Tropical and subtropical forests \n",
"4 1.0 -0.304278 Tropical and subtropical forests \n",
".. ... ... ... \n",
"21 14.0 -1.000000 Mangroves \n",
"22 14.0 0.724979 Mangroves \n",
"23 14.0 -1.090788 Mangroves \n",
"24 14.0 1.039970 Mangroves \n",
"25 14.0 -0.602445 Mangroves \n",
"\n",
"[20860 rows x 8 columns]"
]
},
"execution_count": 38,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"raster_means_all"
]
},
{
"cell_type": "code",
"execution_count": 39,
"id": "012c42fd",
"metadata": {},
"outputs": [],
"source": [
"raster_means_all.to_csv('raster_means_biomes_all_traits.csv', index=False) "
]
},
{
"cell_type": "markdown",
"id": "f13d5d47",
"metadata": {},
"source": [
"## Plot differences in boxplot"
]
},
{
"cell_type": "code",
"execution_count": 40,
"id": "7b0dc31d",
"metadata": {},
"outputs": [],
"source": [
"raster_means_all = pd.read_csv(\"raster_means_biomes_all_traits.csv\")"
]
},
{
"cell_type": "code",
"execution_count": 41,
"id": "fbfcb9c7",
"metadata": {},
"outputs": [],
"source": [
"def plot_boxplot(x, y, hue, data, xticklabels, xlabel, ylabel):\n",
" \n",
" sns.set_theme(style=\"white\")\n",
" \n",
" colors = ['firebrick','cyan', 'slateblue', 'magenta','darkseagreen','pink','lavender']\n",
" ax = sns.boxplot(x=x, \n",
" y=y, \n",
" hue=hue,\n",
" data=filtered_raster_means_all,\n",
" palette=colors,\n",
" showfliers = False,\n",
" #showmeans=True,\n",
" linewidth = 0.8,\n",
" meanprops={\"marker\":\"o\",\"markerfacecolor\":\"white\", \"markeredgecolor\":\"blue\"}\n",
" )\n",
" ax.set(xticklabels=xticklabels)\n",
"\n",
"\n",
" plt.legend(ncol=7, loc='upper left')\n",
"\n",
" # add reference line at y=0\n",
" ax.axhline(0, ls='--', linewidth=1, color='black')\n",
"\n",
" # rotate x-axis labels for readability \n",
" ax.set_xticklabels(ax.get_xticklabels(), rotation=50, ha=\"right\")\n",
" plt.ylabel(ylabel)\n",
" plt.xlabel(xlabel)\n",
" plt.tight_layout()"
]
},
{
"cell_type": "markdown",
"id": "70c0d2af",
"metadata": {},
"source": [
"Plot Differences for top traits as boxplot:"
]
},
{
"cell_type": "code",
"execution_count": 42,
"id": "513555d5",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"value_list = ['Leaf Area', 'SLA', \n",
" 'Leaf fresh mass', 'Leaf N per area', 'Plant Height',\n",
" 'Seed mass', \n",
" 'Stem conduit density']\n",
"\n",
"xticklabels =[\"Tropical and subtropical \\n moist broadleaf forests\",\n",
" \"Tropical and subtropical \\n dry broadleaf forests\",\n",
" \"Tropical and subtropical \\n coniferous forests\",\n",
" \"Temperate broadleaf \\n and mixed forests\",\n",
" \"Temperate Coniferous Forest\", \n",
" \"Boreal forests / Taiga\",\n",
" \"Tropical and subtropical \\n grasslands, savannas \\n and shrublands\",\n",
" \"Temperate grasslands, \\n savannas and shrublands\",\n",
" \"Flooded grasslands \\n and savannas\",\n",
" \"Montane grasslands \\n and shrublands\",\n",
" \"Tundra\",\n",
" \"Mediterranean Forests, \\n woodlands and shrubs\",\n",
" \"Deserts and \\n xeric shrublands\",\"Mangroves\"]\n",
"\n",
"\n",
"boolean_series = raster_means_all.Trait.isin(value_list)\n",
"filtered_raster_means_all = raster_means_all[boolean_series]\n",
"\n",
"# set figure size\n",
"sns.set(rc={'figure.figsize':(15,9)})\n",
"\n",
"# plot\n",
"plot_boxplot(x=\"BIOME\",y=\"Difference\", hue=\"Trait\", data=filtered_raster_means_all, xticklabels=xticklabels,\n",
" ylabel= \"Scaled Difference (iNaturalist - sPlotOpen)\", xlabel=\"Biome\")\n",
"\n",
"plt.savefig('../Figures/wwf_difference_all_7.pdf', bbox_inches='tight')"
]
},
{
"cell_type": "markdown",
"id": "58ee34f9",
"metadata": {},
"source": [
"Aggregate the forests in to the 3 main categories: "
]
},
{
"cell_type": "code",
"execution_count": 43,
"id": "40945e67",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Difference\n",
"value_list = ['Leaf Area', 'SLA', \n",
" 'Leaf fresh mass', 'Leaf N per area', 'Plant Height',\n",
" 'Seed mass', \n",
" 'Stem conduit density']\n",
"\n",
"xticklabels =[\"Tropical and \\n subtropical forests \\n d=\" + \n",
" str(round(agg_biomes['Obs_Density'].loc[['Tropical and subtropical forests']][0], 3)),\n",
" \"Temperate forests \\n d=\" + \n",
" str(round(agg_biomes['Obs_Density'].loc[['Temperate forests']][0], 3)), \n",
" \"Boreal forests/Taiga \\n d=\" + \n",
" str(round(agg_biomes['Obs_Density'].loc[['Boreal forests/Taiga']][0], 3)),\n",
" \"Tropical and subtropical \\n grasslands, savannas \\n and shrublands \\n d=\" + \n",
" str(round(agg_biomes['Obs_Density'].loc[['Tropical and subtropical grasslands, savannas and shrublands']][0], 3)),\n",
" \"Temperate grasslands, \\n savannas and shrublands \\n d=\" + \n",
" str(round(agg_biomes['Obs_Density'].loc[['Temperate grasslands, savannas and shrublands']][0], 3)),\n",
" \"Montane grasslands \\n and shrublands \\n d=\" + \n",
" str(round(agg_biomes['Obs_Density'].loc[['Montane grasslands and shrublands']][0], 3)),\n",
" \"Tundra \\n d=\" + \n",
" str(round(agg_biomes['Obs_Density'].loc[['Tundra']][0], 3)),\n",
" \"Mediterranean Forests, \\n woodlands and shrubs \\n d=\" + \n",
" str(round(agg_biomes['Obs_Density'].loc[['Mediterranean Forests, woodlands and shrubs']][0], 3)),\n",
" \"Deserts and \\n xeric shrublands\\n d=\" + \n",
" str(round(agg_biomes['Obs_Density'].loc[['Deserts and xeric shrublands']][0], 3))]\n",
"\n",
"order = [\"Tropical and subtropical forests\",\n",
" \"Tropical and subtropical grasslands, savannas and shrublands\",\n",
" \"Deserts and xeric shrublands\",\n",
" \"Montane grasslands and shrublands\",\n",
" \"Mediterranean Forests, woodlands and shrubs\",\n",
" \"Temperate forests\",\n",
" \"Temperate grasslands, savannas and shrublands\",\n",
" \"Boreal forests/Taiga\",\n",
" \"Tundra\"]\n",
"\n",
"boolean_series = raster_means_all.Trait.isin(value_list)\n",
"filtered_raster_means_all = raster_means_all[boolean_series]\n",
"\n",
"boolean_series = filtered_raster_means_all.AggBiome.isin(order)\n",
"filtered_raster_means_all = filtered_raster_means_all[boolean_series]\n",
"\n",
"\n",
"\n",
"# set figure size\n",
"sns.set(rc={'figure.figsize':(14,8.3)})\n",
"\n",
"# plot\n",
"plot_boxplot(x=\"AggBiome\",y=\"Difference\", hue=\"Trait\", data=filtered_raster_means_all, xticklabels=xticklabels, \n",
" xlabel = \"Biome and observation density (observation/km$^2$)\",\n",
" ylabel = \"Scaled Difference (iNaturalist - sPlotOpen)\")\n",
"\n",
"\n",
"plt.savefig('../Figures/wwf_biomes_aggr_7.pdf', bbox_inches='tight', transparent=True) \n"
]
},
{
"cell_type": "markdown",
"id": "db2316f2",
"metadata": {},
"source": [
"## Quantify average difference"
]
},
{
"cell_type": "code",
"execution_count": 44,
"id": "7e1f429f",
"metadata": {},
"outputs": [],
"source": [
"raster_means_all = pd.read_csv(\"raster_means_biomes_all_traits.csv\")"
]
},
{
"cell_type": "code",
"execution_count": 45,
"id": "505a605c",
"metadata": {},
"outputs": [],
"source": [
"trait = ['Leaf Area', 'SLA', \n",
" 'Leaf fresh mass', 'Leaf N per area', 'Plant Height',\n",
" 'Seed mass', \n",
" 'Stem conduit density']\n",
"\n",
"boolean_series = raster_means_all.Trait.isin(value_list)\n",
"filtered_raster_means_all = raster_means_all[boolean_series]"
]
},
{
"cell_type": "code",
"execution_count": 46,
"id": "cbad9087",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" | \n",
" Difference | \n",
"
\n",
" \n",
" AggBiome | \n",
" Trait | \n",
" | \n",
"
\n",
" \n",
" \n",
" \n",
" Boreal forests/Taiga | \n",
" Leaf Area | \n",
" 0.189220 | \n",
"
\n",
" \n",
" Leaf N per area | \n",
" -0.198705 | \n",
"
\n",
" \n",
" Leaf fresh mass | \n",
" 0.148177 | \n",
"
\n",
" \n",
" Plant Height | \n",
" 0.006025 | \n",
"
\n",
" \n",
" SLA | \n",
" 0.375851 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Difference\n",
"AggBiome Trait \n",
"Boreal forests/Taiga Leaf Area 0.189220\n",
" Leaf N per area -0.198705\n",
" Leaf fresh mass 0.148177\n",
" Plant Height 0.006025\n",
" SLA 0.375851"
]
},
"execution_count": 46,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"pd.set_option('display.max_rows', None)\n",
"medians= pd.DataFrame(filtered_raster_means_all.groupby(['AggBiome', 'Trait']).median()['Difference'])\n",
"medians.head()\n"
]
},
{
"cell_type": "code",
"execution_count": 47,
"id": "8acdea29",
"metadata": {},
"outputs": [],
"source": [
"medians = medians.reset_index(level=['AggBiome', 'Trait'])"
]
},
{
"cell_type": "markdown",
"id": "d6b5f2fb",
"metadata": {},
"source": [
"Medians per trop trait in each biome:"
]
},
{
"cell_type": "code",
"execution_count": 48,
"id": "c55f5130",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" Trait | \n",
" Leaf Area | \n",
" Leaf N per area | \n",
" Leaf fresh mass | \n",
" Plant Height | \n",
" SLA | \n",
" Seed mass | \n",
" Stem conduit density | \n",
"
\n",
" \n",
" AggBiome | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
"
\n",
" \n",
" \n",
" \n",
" Boreal forests/Taiga | \n",
" 0.189220 | \n",
" -0.198705 | \n",
" 0.148177 | \n",
" 0.006025 | \n",
" 0.375851 | \n",
" 0.224411 | \n",
" 0.093886 | \n",
"
\n",
" \n",
" Deserts and xeric shrublands | \n",
" 0.061735 | \n",
" 0.093049 | \n",
" 0.141257 | \n",
" 0.035254 | \n",
" 0.016465 | \n",
" 0.028652 | \n",
" -0.001412 | \n",
"
\n",
" \n",
" Flooded grasslands and savannas | \n",
" -0.653303 | \n",
" 1.000000 | \n",
" 1.000000 | \n",
" -0.397079 | \n",
" 0.525346 | \n",
" -0.431093 | \n",
" -1.000000 | \n",
"
\n",
" \n",
" Mangroves | \n",
" 0.537941 | \n",
" -1.000000 | \n",
" -1.000000 | \n",
" 0.326003 | \n",
" -0.123916 | \n",
" 0.388160 | \n",
" -0.182905 | \n",
"
\n",
" \n",
" Mediterranean Forests, woodlands and shrubs | \n",
" 0.015451 | \n",
" 0.080470 | \n",
" 0.139528 | \n",
" -0.013588 | \n",
" 0.006157 | \n",
" 0.064718 | \n",
" 0.122965 | \n",
"
\n",
" \n",
" Montane grasslands and shrublands | \n",
" 0.006176 | \n",
" 0.125810 | \n",
" 0.017283 | \n",
" 0.007673 | \n",
" -0.018235 | \n",
" 0.010105 | \n",
" 0.137477 | \n",
"
\n",
" \n",
" Temperate forests | \n",
" 0.151391 | \n",
" -0.058464 | \n",
" 0.175030 | \n",
" -0.015376 | \n",
" 0.263396 | \n",
" 0.003792 | \n",
" 0.152510 | \n",
"
\n",
" \n",
" Temperate grasslands, savannas and shrublands | \n",
" 0.183634 | \n",
" 0.024759 | \n",
" 0.147126 | \n",
" 0.018820 | \n",
" 0.187566 | \n",
" 0.099922 | \n",
" 0.220428 | \n",
"
\n",
" \n",
" Tropical and subtropical forests | \n",
" 0.047930 | \n",
" -0.147661 | \n",
" 0.206381 | \n",
" -0.317911 | \n",
" 0.298611 | \n",
" -0.129097 | \n",
" -0.025443 | \n",
"
\n",
" \n",
" Tropical and subtropical grasslands, savannas and shrublands | \n",
" 0.111476 | \n",
" 0.127223 | \n",
" 0.146743 | \n",
" 0.014482 | \n",
" -0.026321 | \n",
" 0.013448 | \n",
" -0.200285 | \n",
"
\n",
" \n",
" Tundra | \n",
" -0.004413 | \n",
" -0.126408 | \n",
" 0.075224 | \n",
" -0.049303 | \n",
" 0.361460 | \n",
" 0.060816 | \n",
" 0.380545 | \n",
"
\n",
" \n",
" All Biomes | \n",
" 0.105566 | \n",
" -0.017394 | \n",
" 0.154838 | \n",
" -0.012568 | \n",
" 0.201795 | \n",
" 0.013627 | \n",
" 0.113133 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
"Trait Leaf Area \\\n",
"AggBiome \n",
"Boreal forests/Taiga 0.189220 \n",
"Deserts and xeric shrublands 0.061735 \n",
"Flooded grasslands and savannas -0.653303 \n",
"Mangroves 0.537941 \n",
"Mediterranean Forests, woodlands and shrubs 0.015451 \n",
"Montane grasslands and shrublands 0.006176 \n",
"Temperate forests 0.151391 \n",
"Temperate grasslands, savannas and shrublands 0.183634 \n",
"Tropical and subtropical forests 0.047930 \n",
"Tropical and subtropical grasslands, savannas a... 0.111476 \n",
"Tundra -0.004413 \n",
"All Biomes 0.105566 \n",
"\n",
"Trait Leaf N per area \\\n",
"AggBiome \n",
"Boreal forests/Taiga -0.198705 \n",
"Deserts and xeric shrublands 0.093049 \n",
"Flooded grasslands and savannas 1.000000 \n",
"Mangroves -1.000000 \n",
"Mediterranean Forests, woodlands and shrubs 0.080470 \n",
"Montane grasslands and shrublands 0.125810 \n",
"Temperate forests -0.058464 \n",
"Temperate grasslands, savannas and shrublands 0.024759 \n",
"Tropical and subtropical forests -0.147661 \n",
"Tropical and subtropical grasslands, savannas a... 0.127223 \n",
"Tundra -0.126408 \n",
"All Biomes -0.017394 \n",
"\n",
"Trait Leaf fresh mass \\\n",
"AggBiome \n",
"Boreal forests/Taiga 0.148177 \n",
"Deserts and xeric shrublands 0.141257 \n",
"Flooded grasslands and savannas 1.000000 \n",
"Mangroves -1.000000 \n",
"Mediterranean Forests, woodlands and shrubs 0.139528 \n",
"Montane grasslands and shrublands 0.017283 \n",
"Temperate forests 0.175030 \n",
"Temperate grasslands, savannas and shrublands 0.147126 \n",
"Tropical and subtropical forests 0.206381 \n",
"Tropical and subtropical grasslands, savannas a... 0.146743 \n",
"Tundra 0.075224 \n",
"All Biomes 0.154838 \n",
"\n",
"Trait Plant Height SLA \\\n",
"AggBiome \n",
"Boreal forests/Taiga 0.006025 0.375851 \n",
"Deserts and xeric shrublands 0.035254 0.016465 \n",
"Flooded grasslands and savannas -0.397079 0.525346 \n",
"Mangroves 0.326003 -0.123916 \n",
"Mediterranean Forests, woodlands and shrubs -0.013588 0.006157 \n",
"Montane grasslands and shrublands 0.007673 -0.018235 \n",
"Temperate forests -0.015376 0.263396 \n",
"Temperate grasslands, savannas and shrublands 0.018820 0.187566 \n",
"Tropical and subtropical forests -0.317911 0.298611 \n",
"Tropical and subtropical grasslands, savannas a... 0.014482 -0.026321 \n",
"Tundra -0.049303 0.361460 \n",
"All Biomes -0.012568 0.201795 \n",
"\n",
"Trait Seed mass \\\n",
"AggBiome \n",
"Boreal forests/Taiga 0.224411 \n",
"Deserts and xeric shrublands 0.028652 \n",
"Flooded grasslands and savannas -0.431093 \n",
"Mangroves 0.388160 \n",
"Mediterranean Forests, woodlands and shrubs 0.064718 \n",
"Montane grasslands and shrublands 0.010105 \n",
"Temperate forests 0.003792 \n",
"Temperate grasslands, savannas and shrublands 0.099922 \n",
"Tropical and subtropical forests -0.129097 \n",
"Tropical and subtropical grasslands, savannas a... 0.013448 \n",
"Tundra 0.060816 \n",
"All Biomes 0.013627 \n",
"\n",
"Trait Stem conduit density \n",
"AggBiome \n",
"Boreal forests/Taiga 0.093886 \n",
"Deserts and xeric shrublands -0.001412 \n",
"Flooded grasslands and savannas -1.000000 \n",
"Mangroves -0.182905 \n",
"Mediterranean Forests, woodlands and shrubs 0.122965 \n",
"Montane grasslands and shrublands 0.137477 \n",
"Temperate forests 0.152510 \n",
"Temperate grasslands, savannas and shrublands 0.220428 \n",
"Tropical and subtropical forests -0.025443 \n",
"Tropical and subtropical grasslands, savannas a... -0.200285 \n",
"Tundra 0.380545 \n",
"All Biomes 0.113133 "
]
},
"execution_count": 48,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"medians = medians.pivot_table(index ='AggBiome', columns = 'Trait',\n",
" values = 'Difference')\n",
"\n",
"medians.loc[\"All Biomes\"] = list(filtered_raster_means_all.groupby(['Trait']).median()['Difference'])\n",
"medians"
]
},
{
"cell_type": "code",
"execution_count": 49,
"id": "05570d85",
"metadata": {},
"outputs": [],
"source": [
"medians = medians.round(2)"
]
},
{
"cell_type": "code",
"execution_count": 50,
"id": "76da392e",
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\\begin{tabular}{lrrrrrrr}\n",
"\\toprule\n",
"Trait & Leaf Area & Leaf N per area & Leaf fresh mass & Plant Height & SLA & Seed mass & Stem conduit density \\\\\n",
"AggBiome & & & & & & & \\\\\n",
"\\midrule\n",
"Boreal forests/Taiga & 0.19 & -0.20 & 0.15 & 0.01 & 0.38 & 0.22 & 0.09 \\\\\n",
"Deserts and xeric shrublands & 0.06 & 0.09 & 0.14 & 0.04 & 0.02 & 0.03 & -0.00 \\\\\n",
"Flooded grasslands and savannas & -0.65 & 1.00 & 1.00 & -0.40 & 0.53 & -0.43 & -1.00 \\\\\n",
"Mangroves & 0.54 & -1.00 & -1.00 & 0.33 & -0.12 & 0.39 & -0.18 \\\\\n",
"Mediterranean Forests, woodlands and shrubs & 0.02 & 0.08 & 0.14 & -0.01 & 0.01 & 0.06 & 0.12 \\\\\n",
"Montane grasslands and shrublands & 0.01 & 0.13 & 0.02 & 0.01 & -0.02 & 0.01 & 0.14 \\\\\n",
"Temperate forests & 0.15 & -0.06 & 0.18 & -0.02 & 0.26 & 0.00 & 0.15 \\\\\n",
"Temperate grasslands, savannas and shrublands & 0.18 & 0.02 & 0.15 & 0.02 & 0.19 & 0.10 & 0.22 \\\\\n",
"Tropical and subtropical forests & 0.05 & -0.15 & 0.21 & -0.32 & 0.30 & -0.13 & -0.03 \\\\\n",
"Tropical and subtropical grasslands, savannas a... & 0.11 & 0.13 & 0.15 & 0.01 & -0.03 & 0.01 & -0.20 \\\\\n",
"Tundra & -0.00 & -0.13 & 0.08 & -0.05 & 0.36 & 0.06 & 0.38 \\\\\n",
"All Biomes & 0.11 & -0.02 & 0.15 & -0.01 & 0.20 & 0.01 & 0.11 \\\\\n",
"\\bottomrule\n",
"\\end{tabular}\n",
"\n"
]
}
],
"source": [
"print(medians.to_latex(index=True))"
]
}
],
"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": "3.8.13"
}
},
"nbformat": 4,
"nbformat_minor": 5
}