diff --git a/samples/04_gis_analysts_data_scientists/infrastructural_damage_due_to_blast_in_beirut.ipynb b/samples/04_gis_analysts_data_scientists/infrastructural_damage_due_to_blast_in_beirut.ipynb index 2d14ed261..ee47a35c6 100644 --- a/samples/04_gis_analysts_data_scientists/infrastructural_damage_due_to_blast_in_beirut.ipynb +++ b/samples/04_gis_analysts_data_scientists/infrastructural_damage_due_to_blast_in_beirut.ipynb @@ -1 +1 @@ -{"cells": [{"cell_type": "markdown", "metadata": {}, "source": ["# Mapping Infrastructural Damage due to Beirut Blast"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Table of Contents\n", "\n", "* [Introduction](#1)\n", "* [Necessary imports](#2)\n", "* [Connect to your GIS](#3)\n", "* [Get the data for analysis](#4)\n", "* [Methodology](#5)\n", "* [Prepare data for analysis](#6)\n", " * [Create geometry of aoi ](#7)\n", " * [Filter out sentinel-2 tiles](#8)\n", " * [Extract bands](#9)\n", "* [Generate water bodies mask](#10)\n", " * [Create normalized difference water index raster](#11)\n", " * [Create binary raster](#12)\n", " * [Extract water polygons](#13)\n", " * [Masking out noise area](#14)\n", "* [Extract damaged area](#15)\n", " * [Get Normalized difference building index raster](#16)\n", " * [Create continous built-up raster](#17)\n", " * [Create difference raster](#18)\n", " * [Get the damaged area](#19)\n", " * [Hotspots analysis](#20)\n", "* [Visualize results](#21)\n", " * [Interpretation of results](#23)\n", "* [Conclusion](#24)\n", "* [Literature resources](#25)"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Introduction "]}, {"cell_type": "markdown", "metadata": {}, "source": ["On August 4, 2020, a fire started in Warehouse 12 near the grain silos at The port of Beirut located on the northern Mediterranean coast. The warehouse containing around 2700 tonnes of ammonium nitrate (highly explosive chemical used in manufacturing of fertilizer) exploded creating a mushroom cloud causing a huge explosion followed by few small explosions. Approximately 200 people died, more than 6,000 people were injured, and property worth US$15 billion was damaged making 300,000 people homeless.\n", "\n", "The shockwaves were felt in parts of Europe, Israel, Palestine, Syria and Turkey. The blast was heard in Cyprus, approximately 250 km away from Beirut. The shockwaves of magnitude 3.3, caused due to explosion, were detected by the seismograph of United States Geological Survey. According to [reports](https://www.standard.co.uk/news/world/beirut-explosion-one-of-largest-blasts-history-a4517646.html), the Beirut explosion is considered as one of the most powerful non-nuclear explosions in history.\n", "\n", "Performing field surveys after explosions can be risky and extremely difficult. A great alternative is to use satellite remote sensing data. Satellite data is able to cover the spatial extent of damage caused due to explosion.\n", "\n", "This study uses Sentinel-2 multispectral data to map the extent of infrastructural damage. The spatial resolution of Sentinel-2 is 10m which covers infrastructural details better than Landsat with 30m spatial resolution."]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Neccessary Imports "]}, {"cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": ["import arcgis\n", "from arcgis import *\n", "from datetime import datetime\n", "import pandas as pd\n", "from arcgis.features import GeoAccessor, GeoSeriesAccessor\n", "from arcgis.raster.analytics import convert_feature_to_raster, convert_raster_to_feature\n", "from arcgis.raster.functions import greater_than, clip, apply\n", "from arcgis.features.analysis import dissolve_boundaries\n", "from ipywidgets import HBox, VBox, Label, Layout"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Connect to your GIS "]}, {"cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": ["from arcgis import GIS\n", "agol_gis = GIS(\"home\")\n", "ent_gis = GIS('https://pythonapi.playground.esri.com/portal', 'arcgis_python', 'amazing_arcgis_123')"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Get the data for analysis "]}, {"cell_type": "markdown", "metadata": {}, "source": ["[Sentinel-2 Views](https://www.arcgis.com/home/item.html?id=fd61b9e0c69c4e14bebd50a9a968348c) is used in the analysis: this multitemporal layer consists 13 bands with 10, 20, and 60m spatial resolution.. The imagery layer is rendered on-the-fly and available for visualization and analytics. This imagery layer pulls directly from the Sentinel-2 on AWS collection and is updated daily with new imagery."]}, {"cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [{"data": {"text/html": ["
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\n", " Sentinel-2 Views\n", " \n", "
Sentinel-2, 10m Multispectral, Multitemporal, 13-band images with visual renderings and indices. This Imagery Layer is sourced from the Sentinel-2 on AWS collections and is updated daily with new imagery. This layer is in beta release.\n", "Imagery Layer by esri\n", "
Last Modified: May 28, 2020\n", "
16 comments, 963,994 views\n", "
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\n", " "], "text/plain": [""]}, "execution_count": 3, "metadata": {}, "output_type": "execute_result"}], "source": ["s2 = agol_gis.content.get('fd61b9e0c69c4e14bebd50a9a968348c')\n", "sentinel = s2.layers[0]\n", "s2"]}, {"cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [{"data": {"text/html": ["
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\n", " beirut_aoi\n", " \n", "
beirut_study_areaFeature Layer Collection by api_data_owner\n", "
Last Modified: December 02, 2020\n", "
0 comments, 1 views\n", "
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\n", " "], "text/plain": [""]}, "execution_count": 4, "metadata": {}, "output_type": "execute_result"}], "source": ["aoi1 = agol_gis.content.search('title:beirut_aoi', 'Feature Layer Collection')[0]\n", "aoi1"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Prepare data for analysis "]}, {"cell_type": "markdown", "metadata": {}, "source": ["`Sentinel-2 Views` imagery layers consists data for whole world. The first step is to filter out the before and after explosion data of the study area for this analysis."]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Create geometry of area of interest (AOI) "]}, {"cell_type": "markdown", "metadata": {}, "source": ["The geometry of AOI is created for filtering out the Sentinel-2 tiles for the study area."]}, {"cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": ["aoi_layer = aoi1.layers[0]\n", "aoi_feature = aoi_layer.query()\n", "aoi_geom = aoi_feature.features[0].geometry\n", "aoi_geom['spatialReference'] = {'wkid':3857}"]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Filter out sentinel-2 tiles "]}, {"cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": ["m = gis2.map('Beirut', 14)\n", "m"]}, {"cell_type": "markdown", "metadata": {}, "source": [""]}, {"cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": ["m.zoom_to_layer(aoi1)\n", "m.basemap='satellite'"]}, {"cell_type": "markdown", "metadata": {}, "source": ["#### Before blast"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Imagery of 2 days were filtered, Tile for July 24, 2020 represents the before explosion scenario."]}, {"cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [{"data": {"text/html": ["
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objectidacquisitiondategroupnamecloudcoverdayofyearshape_Lengthshape_AreaSHAPEAcquisitionDate
0115677182020-07-24 08:30:5120200724T083050_36SYC_00.0106206526689.8425351.733726e+10{\"rings\": [[[4047851.298300002, 4068244.3015],...2020-07-24 08:30:51
1115164262020-07-29 08:30:4820200729T083047_36SYC_00.0364211526689.8425351.733726e+10{\"rings\": [[[4047851.298300002, 4068244.3015],...2020-07-29 08:30:48
2116085192020-08-03 08:30:5120200803T083051_36SYC_00.0624216526689.8425351.733726e+10{\"rings\": [[[4047851.298300002, 4068244.3015],...2020-08-03 08:30:51
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"], "text/plain": [" objectid acquisitiondate groupname cloudcover \\\n", "0 11567718 2020-07-24 08:30:51 20200724T083050_36SYC_0 0.0106 \n", "1 11516426 2020-07-29 08:30:48 20200729T083047_36SYC_0 0.0364 \n", "2 11608519 2020-08-03 08:30:51 20200803T083051_36SYC_0 0.0624 \n", "\n", " dayofyear shape_Length shape_Area \\\n", "0 206 526689.842535 1.733726e+10 \n", "1 211 526689.842535 1.733726e+10 \n", "2 216 526689.842535 1.733726e+10 \n", "\n", " SHAPE AcquisitionDate \n", "0 {\"rings\": [[[4047851.298300002, 4068244.3015],... 2020-07-24 08:30:51 \n", "1 {\"rings\": [[[4047851.298300002, 4068244.3015],... 2020-07-29 08:30:48 \n", "2 {\"rings\": [[[4047851.298300002, 4068244.3015],... 2020-08-03 08:30:51 "]}, "execution_count": 8, "metadata": {}, "output_type": "execute_result"}], "source": ["from datetime import datetime\n", "selected = sentinel.filter_by(where=\"(Category = 1)\",\n", " time=[datetime(2020, 7, 20), datetime(2020, 8, 4)],\n", " geometry=arcgis.geometry.filters.intersects(aoi_geom))\n", "df = selected.query(out_fields=\"AcquisitionDate, GroupName, CloudCover, DayOfYear\",\n", " order_by_fields=\"AcquisitionDate\").sdf\n", "\n", "df['AcquisitionDate'] = pd.to_datetime(df['acquisitiondate'], unit='ms')\n", "df"]}, {"cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": ["s2_bb = apply(sentinel, 'Natural Color with DRA')\n", "s2_bb.mosaic_by(lock_rasters=[11567718])\n", "s2_bb.extent = m.extent\n", "#s2_bb.save('s2_20200724_f', gis=gis2)\n", "s2_bb = gis2.content.search('s2_20200724_f')[0]\n", "s2_bb_lyr = s2_bb.layers[0]"]}, {"cell_type": "markdown", "metadata": {}, "source": ["#### After blast\n", "Tile for August 08, 2020 represents the after blast scenerio of Beirut Port."]}, {"cell_type": "code", "execution_count": 10, "metadata": {"scrolled": true}, "outputs": [{"data": {"text/html": ["
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objectidacquisitiondategroupnamecloudcoverdayofyearshape_Lengthshape_AreaSHAPEAcquisitionDate
0116644372020-08-08 08:30:4820200808T083048_36SYC_00.0342221526689.8425351.733726e+10{\"rings\": [[[4047851.298300002, 4068244.3015],...2020-08-08 08:30:48
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"], "text/plain": [" objectid acquisitiondate groupname cloudcover \\\n", "0 11664437 2020-08-08 08:30:48 20200808T083048_36SYC_0 0.0342 \n", "\n", " dayofyear shape_Length shape_Area \\\n", "0 221 526689.842535 1.733726e+10 \n", "\n", " SHAPE AcquisitionDate \n", "0 {\"rings\": [[[4047851.298300002, 4068244.3015],... 2020-08-08 08:30:48 "]}, "execution_count": 10, "metadata": {}, "output_type": "execute_result"}], "source": ["selected = sentinel.filter_by(where=\"(Category = 1)\",\n", " time=[datetime(2020, 8, 5), datetime(2020, 8, 12)],\n", " geometry=arcgis.geometry.filters.intersects(aoi_geom))\n", "df = selected.query(out_fields=\"AcquisitionDate, GroupName, CloudCover, DayOfYear\",\n", " order_by_fields=\"AcquisitionDate\").sdf\n", "\n", "df['AcquisitionDate'] = pd.to_datetime(df['acquisitiondate'], unit='ms')\n", "df"]}, {"cell_type": "code", "execution_count": 11, "metadata": {"scrolled": false}, "outputs": [{"data": {"image/jpeg": 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\n", "text/plain": [""]}, "execution_count": 11, "metadata": {}, "output_type": "execute_result"}], "source": ["s2_bb = apply(sentinel, 'Natural Color with DRA')\n", "s2_bb.mosaic_by(lock_rasters=[11664437])\n", "s2_bb.extent = m.extent\n", "s2_bb.save('s2_20200808_f', gis=gis2)\n", "s2_bb"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Generate water bodies mask"]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Create normalized difference water index raster"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Normalized Difference Water Index (NDWI) is most suitable for mapping of water bodies, droughts, boundary evaluation. Water bodies have strong absorbability and low radiation within the visible to infrared spectral ranges and NDWI is based on this phenomenon. Default rendering function of Normalized Difference Water Index (NDWI) is computed as Green(Band03)-NIR(Band08)/ Green(Band03)+NIR(Band08). To get the [NDWI Raw](https://www.arcgis.com/home/item.html?id=112db40d3640473aacb0d1f891462496) raster for the corresponding Sentinel-2 tile `apply` function was used.\n", "Rendering (or display) of band combinations and calculated indices is done on-the-fly from the source images via Raster Functions. "]}, {"cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [{"data": {"image/jpeg": 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\n", "text/plain": [""]}, "execution_count": 12, "metadata": {}, "output_type": "execute_result"}], "source": ["ndwi1 = apply(sentinel, 'NDWI Raw')\n", "ndwi1.mosaic_by(lock_rasters=[11567718])\n", "ndwi1.extent = m.extent\n", "#ndwi_lyr = ndwi1.save('ndwi_lyr1')\n", "ndwi1"]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Create binary raster"]}, {"cell_type": "markdown", "metadata": {}, "source": ["The binary rasters were converted to feature layer for extracting the boundaries of water bodies. [greater_than](https://pro.arcgis.com/en/pro-app/help/data/imagery/greater-than-function.htm) function was used to create a binary raster where pixels with value greater than 0.08 were assigned as 1 and others pixels were assigned value of 0."]}, {"cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [{"data": {"image/jpeg": 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"text/plain": [""]}, "execution_count": 13, "metadata": {}, "output_type": "execute_result"}], "source": ["water_mask = greater_than([ndwi1, 0.08],\n", " extent_type='FirstOf', \n", " cellsize_type='FirstOf', \n", " astype='U16')\n", "water_mask"]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Extract water polygons"]}, {"cell_type": "markdown", "metadata": {}, "source": ["In the feature layer 'gridcode=0' represents non water class and 'gridcode=1' represents water class. Water polygons were selected using the `query` function from the dataframe of feature layer. A new feature layer was created using `gis.content.import` function which will only consist the water polygons."]}, {"cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": ["water_poly = convert_raster_to_feature(water_msk.layers[0], \n", " field='Value', \n", " output_type='Polygon', \n", " simplify=True, \n", " output_name=None, \n", " gis=gis2)"]}, {"cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": ["dfm=water_poly.layers[0].query('gridcode=0').sdf \n", "nwater_poly=gis2.content.import_data(dfm, title='nwpoly22212')"]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Masking out noise area\n", "\n", "The first row of pixel along the coast has very high reflectance which is considered as noise and can manipulate the results. [create_buffer](https://developers.arcgis.com/python/api-reference/arcgis.features.analysis.html#create-buffers) function was used to remove the noise area. Sentinel-2 spatial resolution is 10 m, so negative buffer of 10m was created."]}, {"cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": ["buffer = arcgis.create_buffers(nwater_poly.layers[0], \n", " distances=[-10], \n", " field=None, \n", " units='Meters', \n", " dissolve_type='None', \n", " ring_type='Disks', \n", " side_type='Full', \n", " end_type='Round', \n", " output_name=None,\n", " gis=gis2) "]}, {"cell_type": "markdown", "metadata": {}, "source": ["As the buffer polygons will be used for masking out the water pixels from the raster. [dissolve_boundaries](https://developers.arcgis.com/python/api-reference/arcgis.features.analysis.html#dissolve-boundaries) function was used to get a combined geometry of all polygons with `gridcode=0`."]}, {"cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": ["diss_f = dissolve_boundaries(buffer,\n", " dissolve_fields=['gridcode'], \n", " output_name='dissolve_poly_f3', \n", " gis=gis2, \n", " multi_part_features=True)"]}, {"cell_type": "markdown", "metadata": {}, "source": ["The geometry of `diss_f` was created for masking out the water pixels from the study area."]}, {"cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": ["aoi2_layer = diss_f.layers[0]\n", "aoi2_feature = aoi2_layer.query(where='gridcode=0')\n", "aoi2_geom = aoi2_feature.features[0].geometry\n", "aoi2_geom['spatialReference'] = {'wkid':3857}"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Get the damaged area"]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Get Normalized Difference Built-Up Index rasters\n", "The NDBI highlights urban areas with higher reflectance in the shortwave-infrared (SWIR) region, compared to the Near Infra-red (NIR) region. Applications include watershed runoff predictions, built-up mapping and land-use planning.\n", "The formula for computing Normalized Difference Built-Up Index is SWIR(Band11)-NIR(Band8)/ SWIR(Band11)+NIR(Band8). Sentinel-2 View `visual rendering` was used to get NDBI rasters. Rendering (or display) of band combinations and calculated indices is done on-the-fly from the source images via Raster Functions. To get the NDBI raster for the corresponding Sentinel-2 tile `apply` function was used."]}, {"cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": ["ndbi1 = apply(sentinel, 'Normalized Difference Built-Up Index (NDBI)')\n", "ndbi1.mosaic_by(lock_rasters=[11567718])\n", "ndbi1.extent = m.extent\n", "ndbi_r = ndbi1.save('s2_ndbi_20200724_f2', gis=gis2)\n", "ndbi_lyr1 = ndbi_r.layers[0]"]}, {"cell_type": "code", "execution_count": 20, "metadata": {"scrolled": true}, "outputs": [], "source": ["ndbi2 = apply(sentinel, 'Normalized Difference Built-Up Index (NDBI)')\n", "ndbi2.mosaic_by(lock_rasters=[11664437])\n", "ndbi2.extent = m.extent\n", "ndbi2_r = ndbi2.save('s2_ndbi_20200808_f2', gis=gis2)\n", "ndbi_lyr2 = ndbi2_r.layers[0]"]}, {"cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": ["ndbi_r = gis2.content.search('s2_ndbi_20200724_f')[0]\n", "ndbi_lyr1 = ndbi_r.layers[0]\n", "ndbi2_r = gis2.content.search('s2_ndbi_20200808_f')[0]\n", "ndbi_lyr2 = ndbi2_r.layers[0]"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Create continous built-up raster\n", "NDBI and NDWI rasters were used to extract the built-up areas using the following formula: `NDBI - NDWI`. In this raster the negative values will represent water pixels and positive values represent built-up pixels."]}, {"cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": ["## continous raster showing before blast scenerio\n", "bb = ndbi_lyr1 - ndwi_lyr.layers[0]\n", "bb_wwater = bb.save('bb_wwater')"]}, {"cell_type": "code", "execution_count": 23, "metadata": {"scrolled": false}, "outputs": [], "source": ["## continous raster showing after blast scenerio\n", "ab = ndbi_lyr2 - ndwi_lyr.layers[0]\n", "ab"]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Create difference raster"]}, {"cell_type": "markdown", "metadata": {}, "source": ["The continuous rasters for before blast and after blast were subtracted to create a difference raster which shows the areas that have variation in NDBI value after the blast."]}, {"cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [{"data": {"image/jpeg": 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\n", "text/plain": [""]}, "execution_count": 24, "metadata": {}, "output_type": "execute_result"}], "source": ["difference_ras = bb - ab\n", "diff_ras = difference_ras.save('diff_raster_f1', gis=gis2)\n", "difference_ras"]}, {"cell_type": "markdown", "metadata": {}, "source": ["As this analysis is focused on built-up damage, NDWI water mask was used to clip out the water pixels from the raster."]}, {"cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [{"data": {"image/jpeg": 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"text/plain": [""]}, "execution_count": 25, "metadata": {}, "output_type": "execute_result"}], "source": ["clip_diff = clip(difference_ras, aoi2_geom)\n", "clip_diff_ras = clip_diff.save(\"cl_diff_ras1\", gis=gis2)\n", "clip_diff_ras.layers[0]"]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Get the damaged area\n", "#### Get point feature layer\n", "\n", "Hotspot analysis is necessary to get the damaged area polygon. [find_hot_spots](https://developers.arcgis.com/python/api-reference/arcgis.features.analysis.html#find-hot-spots) function requires point input layer. The raster was converted to point feature layer using [convert_raster_to_feature](https://enterprise.arcgis.com/en/portal/latest/use/geoanalytics-find-hot-spots.htm) function."]}, {"cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": ["b_pt = convert_raster_to_feature(clip_diff_ras.layers[0], \n", " field='Value', \n", " output_type='Point', \n", " simplify=True, \n", " output_name='contest_pt1', \n", " gis=gis2)"]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Hotspots analysis\n", "[find_hot_spots](https://developers.arcgis.com/python/api-reference/arcgis.features.analysis.html#find-hot-spots) function was used to get the damaged area."]}, {"cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": ["hspot1 = arcgis.features.analysis.find_hot_spots(b_pt, \n", " analysis_field='grid_code',\n", " output_name='wwater_hspots', \n", " gis=gis2)"]}, {"cell_type": "markdown", "metadata": {}, "source": ["The resulting point layer has both cold and hotspots. Points representing hotspots were filtered out using `query` on the data frame. Points with value greater than 1 in `gi_bin` column were taken and `gis.content.import` function was used to create a feature layer from the data frame. `gi_bin>1` represents Hot Spots and Negative values represents Cold Spots."]}, {"cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [{"data": {"text/html": ["
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objectidsource_idgrid_codegipvaluegizscoregi_bingi_textnneighborsSHAPE
055-0.0041530.0008683.3300643Hot Spot with 99% Confidence11{\"x\": 3953044.8856000006, \"y\": 4016512.2457000...
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2990.0853890.0003693.5611463Hot Spot with 99% Confidence20{\"x\": 3952894.8856999986, \"y\": 4016502.2458000...
310100.0609120.0005333.4637813Hot Spot with 99% Confidence21{\"x\": 3952904.8856999986, \"y\": 4016502.2458000...
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..............................
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52135989459894-0.0139310.0033632.9324812Hot Spot with 95% Confidence22{\"x\": 3950644.8858999982, \"y\": 4014622.2461000...
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5214 rows \u00c3\u0192\u00e2\u20ac\u201d 9 columns

\n", "
"], "text/plain": [" objectid source_id grid_code gipvalue gizscore gi_bin \\\n", "0 5 5 -0.004153 0.000868 3.330064 3 \n", "1 8 8 0.085389 0.000204 3.713943 3 \n", "2 9 9 0.085389 0.000369 3.561146 3 \n", "3 10 10 0.060912 0.000533 3.463781 3 \n", "4 11 11 -0.006446 0.000383 3.551386 3 \n", "... ... ... ... ... ... ... \n", "5209 59232 59232 -0.017200 0.005532 2.774285 2 \n", "5210 59603 59603 -0.089017 0.006576 2.717610 2 \n", "5211 59892 59892 0.053100 0.002202 3.061515 2 \n", "5212 59893 59893 -0.013931 0.001664 3.144524 2 \n", "5213 59894 59894 -0.013931 0.003363 2.932481 2 \n", "\n", " gi_text nneighbors \\\n", "0 Hot Spot with 99% Confidence 11 \n", "1 Hot Spot with 99% Confidence 19 \n", "2 Hot Spot with 99% Confidence 20 \n", "3 Hot Spot with 99% Confidence 21 \n", "4 Hot Spot with 99% Confidence 22 \n", "... ... ... \n", "5209 Hot Spot with 95% Confidence 34 \n", "5210 Hot Spot with 95% Confidence 29 \n", "5211 Hot Spot with 95% Confidence 22 \n", "5212 Hot Spot with 95% Confidence 22 \n", "5213 Hot Spot with 95% Confidence 22 \n", "\n", " SHAPE \n", "0 {\"x\": 3953044.8856000006, \"y\": 4016512.2457000... \n", "1 {\"x\": 3952884.8856999986, \"y\": 4016502.2458000... \n", "2 {\"x\": 3952894.8856999986, \"y\": 4016502.2458000... \n", "3 {\"x\": 3952904.8856999986, \"y\": 4016502.2458000... \n", "4 {\"x\": 3952914.8858000003, \"y\": 4016502.2458000... \n", "... ... \n", "5209 {\"x\": 3953294.8856000006, \"y\": 4014642.2459999... \n", "5210 {\"x\": 3952354.8858999982, \"y\": 4014632.2459999... \n", "5211 {\"x\": 3950624.886, \"y\": 4014622.246100001, \"sp... \n", "5212 {\"x\": 3950634.886, \"y\": 4014622.246100001, \"sp... \n", "5213 {\"x\": 3950644.8858999982, \"y\": 4014622.2461000... \n", "\n", "[5214 rows x 9 columns]"]}, "execution_count": 28, "metadata": {}, "output_type": "execute_result"}], "source": ["dfm1 = hspot1.layers[0].query('gi_bin>1').sdf \n", "damg_pt = gis2.content.import_data(dfm1, title='hspots4')\n", "dfm1"]}, {"cell_type": "markdown", "metadata": {}, "source": ["The point layer was converted to raster using [convert_feature_to_raster](https://developers.arcgis.com/python/api-reference/arcgis.raster.analytics.html?highlight=convert_feature_to_raster#convert-feature-to-raster) function. Raster of 10m spatial resolution was created using the `gi_bin` column."]}, {"cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": ["dmg_ras = arcgis.raster.analytics.convert_feature_to_raster(damg_pt.layers[0],\n", " {'distance':10,'units':'meters'}, \n", " value_field='gi_bin', \n", " output_name='damage_ras', \n", " gis=gis2)"]}, {"cell_type": "markdown", "metadata": {}, "source": ["The `dmg_ras` was further converted to polygon for better vizualization of results. The `dmg_poly` layer was dissolved to get the extent layer which will show the built-ups which were affected by the explosion."]}, {"cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [], "source": ["dmg_ras = gis2.content.search('damage_ras')[0]\n", "## Get the damaged polygon from raster\n", "dmg_poly = convert_raster_to_feature(dmg_ras.layers[0], \n", " field='Value', \n", " output_type='Polygon', \n", " simplify=True, \n", " output_name=None, \n", " gis=gis2)\n", "\n", "## buffer was created of 10m\n", "damg_poly = arcgis.create_buffers(dmg_poly, \n", " distances=[10], \n", " field=None, \n", " units='Meters', \n", " dissolve_type=None, \n", " ring_type='Disks', \n", " side_type='Full', \n", " end_type='Flat', \n", " output_name='damg_poly10',\n", " gis=gis2)\n", "## The polygons were dissolved to get the extent \n", "diss = arcgis.dissolve_boundaries(damg_poly,\n", " output_name='diss_poly7',\n", " gis=gis2,\n", " multi_part_features=True)"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Visualize results"]}, {"cell_type": "markdown", "metadata": {}, "source": ["#### Create map widget"]}, {"cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": ["m1 = gis2.map('Beirut', 14)\n", "m"]}, {"cell_type": "markdown", "metadata": {}, "source": [""]}, {"cell_type": "markdown", "metadata": {}, "source": ["#### Add data to map widget"]}, {"cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [{"data": {"text/html": ["
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objectidcountanalysisareaSHAPE
016560.258229{\"rings\": [[[3953947.1204493307, 4015846.14764...
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"], "text/plain": [" objectid count analysisarea \\\n", "0 1 656 0.258229 \n", "\n", " SHAPE \n", "0 {\"rings\": [[[3953947.1204493307, 4015846.14764... "]}, "execution_count": 32, "metadata": {}, "output_type": "execute_result"}], "source": ["diss = gis2.content.search('diss_poly7')[0]\n", "dfm4 = diss.layers[0].query().sdf \n", "dfm4"]}, {"cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [{"data": {"text/plain": ["True"]}, "execution_count": 33, "metadata": {}, "output_type": "execute_result"}], "source": ["dfm4.spatial.plot(map_widget=m1,\n", " renderer_type='u', \n", " method='esriClassifyNaturalBreaks', \n", " class_count=2, \n", " col='objectid', \n", " cmap='Oranges',\n", " outline_color=[0,0,0,0],\n", " alpha=1\n", " )"]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Interpretation of results"]}, {"cell_type": "markdown", "metadata": {}, "source": ["The map widgets shows buildings which were damaged due to the explosion. Infrastructure on port was fully damaged due to the explosion and the buildings in the buffer area of 10 km were partially damaged. According to reports, approximately 7km infrastructure was damaged due to explosion."]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Conclusion"]}, {"cell_type": "markdown", "metadata": {}, "source": ["On August 4, 2020, one of history's most powerful non-nuclear explosion occurred at The Port of Beirut. The shockwaves were felt in parts of Europe, Israel, Palestine, Syria, Cyprus and USA.. In this study, Sentinel-2 multispectral data is used to map the extent of infrastructural damage caused due to the explosion. The results shows approximately 7 km area was affected by the blast. The same methodology can be used to estimate the extent of damage caused due to explosion for different regions with Sentinel-2 data using ArcGIS platform."]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Literature resources"]}, {"cell_type": "markdown", "metadata": {}, "source": ["|Literature | Source | Link |\n", "| -| - |-|\n", "| Article | Beirut blast|https://www.bbc.com/news/world-middle-east-53656220|\n", "| Article |Beirut Blast|https://www.standard.co.uk/news/world/beirut-explosion-one-of-largest-blasts-history-a4517646.html|"]}], "metadata": {"kernelspec": {"display_name": "Python 3", "language": "python", "name": "python3"}, "language_info": {"codemirror_mode": {"name": "ipython", "version": 3}, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.2"}, "toc": {"base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": true, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": true}}, "nbformat": 4, "nbformat_minor": 4} \ No newline at end of file +{"cells":[{"cell_type":"markdown","metadata":{},"source":["# Mapping Infrastructural Damage due to Beirut Blast"]},{"cell_type":"markdown","metadata":{},"source":["## Table of Contents\n","\n","* [Introduction](#1)\n","* [Necessary imports](#2)\n","* [Connect to your GIS](#3)\n","* [Get the data for analysis](#4)\n","* [Methodology](#5)\n","* [Prepare data for analysis](#6)\n"," * [Create geometry of aoi ](#7)\n"," * [Filter out sentinel-2 tiles](#8)\n"," * [Extract bands](#9)\n","* [Generate water bodies mask](#10)\n"," * [Create normalized difference water index raster](#11)\n"," * [Create binary raster](#12)\n"," * [Extract water polygons](#13)\n"," * [Masking out noise area](#14)\n","* [Extract damaged area](#15)\n"," * [Get Normalized difference building index raster](#16)\n"," * [Create continous built-up raster](#17)\n"," * [Create difference raster](#18)\n"," * [Get the damaged area](#19)\n"," * [Hotspots analysis](#20)\n","* [Visualize results](#21)\n"," * [Interpretation of results](#23)\n","* [Conclusion](#24)\n","* [Literature resources](#25)"]},{"cell_type":"markdown","metadata":{},"source":["## Introduction "]},{"cell_type":"markdown","metadata":{},"source":["On August 4, 2020, a fire started in Warehouse 12 near the grain silos at The port of Beirut located on the northern Mediterranean coast. The warehouse containing around 2700 tonnes of ammonium nitrate (highly explosive chemical used in manufacturing of fertilizer) exploded creating a mushroom cloud causing a huge explosion followed by few small explosions. Approximately 200 people died, more than 6,000 people were injured, and property worth US$15 billion was damaged making 300,000 people homeless.\n","\n","The shockwaves were felt in parts of Europe, Israel, Palestine, Syria and Turkey. The blast was heard in Cyprus, approximately 250 km away from Beirut. The shockwaves of magnitude 3.3, caused due to explosion, were detected by the seismograph of United States Geological Survey. According to [reports](https://www.standard.co.uk/news/world/beirut-explosion-one-of-largest-blasts-history-a4517646.html), the Beirut explosion is considered as one of the most powerful non-nuclear explosions in history.\n","\n","Performing field surveys after explosions can be risky and extremely difficult. A great alternative is to use satellite remote sensing data. Satellite data is able to cover the spatial extent of damage caused due to explosion.\n","\n","This study uses Sentinel-2 multispectral data to map the extent of infrastructural damage. The spatial resolution of Sentinel-2 is 10m which covers infrastructural details better than Landsat with 30m spatial resolution."]},{"cell_type":"markdown","metadata":{},"source":["## Neccessary Imports "]},{"cell_type":"code","execution_count":1,"metadata":{},"outputs":[],"source":["import arcgis\n","from arcgis import *\n","from datetime import datetime\n","import pandas as pd\n","from arcgis.features import GeoAccessor, GeoSeriesAccessor\n","from arcgis.raster.analytics import convert_feature_to_raster, convert_raster_to_feature\n","from arcgis.raster.functions import greater_than, clip, apply\n","from arcgis.features.analysis import dissolve_boundaries\n","from ipywidgets import HBox, VBox, Label, Layout"]},{"cell_type":"markdown","metadata":{},"source":["## Connect to your GIS "]},{"cell_type":"code","execution_count":2,"metadata":{},"outputs":[],"source":["from arcgis import GIS\n","agol_gis = GIS(\"home\")\n","ent_gis = GIS(profile=\"your_enterprise_profile\")"]},{"cell_type":"markdown","metadata":{},"source":["## Get the data for analysis "]},{"cell_type":"markdown","metadata":{},"source":["[Sentinel-2 Views](https://www.arcgis.com/home/item.html?id=fd61b9e0c69c4e14bebd50a9a968348c) is used in the analysis: this multitemporal layer consists 13 bands with 10, 20, and 60m spatial resolution.. The imagery layer is rendered on-the-fly and available for visualization and analytics. This imagery layer pulls directly from the Sentinel-2 on AWS collection and is updated daily with new imagery."]},{"cell_type":"code","execution_count":3,"metadata":{},"outputs":[{"data":{"text/html":["
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\n"," Sentinel-2 Views\n"," \n","
Sentinel-2, 10m Multispectral, Multitemporal, 13-band images with visual renderings and indices. This Imagery Layer is sourced from the Sentinel-2 on AWS collections and is updated daily with new imagery. This layer is in beta release.\n","Imagery Layer by esri\n","
Last Modified: May 28, 2020\n","
16 comments, 963,994 views\n","
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\n"," beirut_aoi\n"," \n","
beirut_study_areaFeature Layer Collection by api_data_owner\n","
Last Modified: December 02, 2020\n","
0 comments, 1 views\n","
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objectidacquisitiondategroupnamecloudcoverdayofyearshape_Lengthshape_AreaSHAPEAcquisitionDate
0115677182020-07-24 08:30:5120200724T083050_36SYC_00.0106206526689.8425351.733726e+10{\"rings\": [[[4047851.298300002, 4068244.3015],...2020-07-24 08:30:51
1115164262020-07-29 08:30:4820200729T083047_36SYC_00.0364211526689.8425351.733726e+10{\"rings\": [[[4047851.298300002, 4068244.3015],...2020-07-29 08:30:48
2116085192020-08-03 08:30:5120200803T083051_36SYC_00.0624216526689.8425351.733726e+10{\"rings\": [[[4047851.298300002, 4068244.3015],...2020-08-03 08:30:51
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"],"text/plain":[" objectid acquisitiondate groupname cloudcover \\\n","0 11567718 2020-07-24 08:30:51 20200724T083050_36SYC_0 0.0106 \n","1 11516426 2020-07-29 08:30:48 20200729T083047_36SYC_0 0.0364 \n","2 11608519 2020-08-03 08:30:51 20200803T083051_36SYC_0 0.0624 \n","\n"," dayofyear shape_Length shape_Area \\\n","0 206 526689.842535 1.733726e+10 \n","1 211 526689.842535 1.733726e+10 \n","2 216 526689.842535 1.733726e+10 \n","\n"," SHAPE AcquisitionDate \n","0 {\"rings\": [[[4047851.298300002, 4068244.3015],... 2020-07-24 08:30:51 \n","1 {\"rings\": [[[4047851.298300002, 4068244.3015],... 2020-07-29 08:30:48 \n","2 {\"rings\": [[[4047851.298300002, 4068244.3015],... 2020-08-03 08:30:51 "]},"execution_count":8,"metadata":{},"output_type":"execute_result"}],"source":["from datetime import datetime\n","selected = sentinel.filter_by(where=\"(Category = 1)\",\n"," time=[datetime(2020, 7, 20), datetime(2020, 8, 4)],\n"," geometry=arcgis.geometry.filters.intersects(aoi_geom))\n","df = selected.query(out_fields=\"AcquisitionDate, GroupName, CloudCover, DayOfYear\",\n"," order_by_fields=\"AcquisitionDate\").sdf\n","\n","df['AcquisitionDate'] = pd.to_datetime(df['acquisitiondate'], unit='ms')\n","df"]},{"cell_type":"code","execution_count":9,"metadata":{},"outputs":[],"source":["s2_bb = apply(sentinel, 'Natural Color with DRA')\n","s2_bb.mosaic_by(lock_rasters=[11567718])\n","s2_bb.extent = m.extent\n","#s2_bb.save('s2_20200724_f', gis=gis2)\n","s2_bb = ent_gis.content.search('s2_20200724_f')[0]\n","s2_bb_lyr = s2_bb.layers[0]"]},{"cell_type":"markdown","metadata":{},"source":["#### After blast\n","Tile for August 08, 2020 represents the after blast scenerio of Beirut Port."]},{"cell_type":"code","execution_count":10,"metadata":{"scrolled":true},"outputs":[{"data":{"text/html":["
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objectidacquisitiondategroupnamecloudcoverdayofyearshape_Lengthshape_AreaSHAPEAcquisitionDate
0116644372020-08-08 08:30:4820200808T083048_36SYC_00.0342221526689.8425351.733726e+10{\"rings\": [[[4047851.298300002, 4068244.3015],...2020-08-08 08:30:48
\n","
"],"text/plain":[" objectid acquisitiondate groupname cloudcover \\\n","0 11664437 2020-08-08 08:30:48 20200808T083048_36SYC_0 0.0342 \n","\n"," dayofyear shape_Length shape_Area \\\n","0 221 526689.842535 1.733726e+10 \n","\n"," SHAPE AcquisitionDate \n","0 {\"rings\": [[[4047851.298300002, 4068244.3015],... 2020-08-08 08:30:48 "]},"execution_count":10,"metadata":{},"output_type":"execute_result"}],"source":["selected = sentinel.filter_by(where=\"(Category = 1)\",\n"," time=[datetime(2020, 8, 5), datetime(2020, 8, 12)],\n"," geometry=arcgis.geometry.filters.intersects(aoi_geom))\n","df = selected.query(out_fields=\"AcquisitionDate, GroupName, CloudCover, DayOfYear\",\n"," order_by_fields=\"AcquisitionDate\").sdf\n","\n","df['AcquisitionDate'] = pd.to_datetime(df['acquisitiondate'], unit='ms')\n","df"]},{"cell_type":"code","execution_count":11,"metadata":{"scrolled":false},"outputs":[{"data":{"image/jpeg":"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAHCBLADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwDw98ngdR0ozjnqSM02Rgrj3NK42tGO+DXQIASsHA5Jp3Pkk0jnhVHWl5C496AAHEJPrQB8yqaOeh7UozvLHtQADhz7CkXqaXB3EnuKB0P0pCEYnzExSTZMqGnAnzAB2HNITlwfSgY6Xh0PahziRWPSibJKH3oPIGfWkAg+Z6cOTntihWAViSM0mD5ZI9aBCIMqR7UoOcZ7UqgDFID+9x7UgDO0HHc0inElL/y1AoXiRjQMVc+Zkn2oGftIPtSD/WAeppXOJc0AI+Vmx60q/LlaJB86mgn5loEJxlhSkcn0pp+/9aeOSc0AIAPMWk63FKnJY0iH96xoGN6u3uacQDKoHYUkYy2felGDI3tSAbP93PvSy8IhpsoyQKdLyoBpjEx8vvilVd0ZHc0NxGv0pDhVA74oAQDMa+5pyjDke1B+VUX0ozhqAEj/ANeT7UfdkPegcSfhmmjJ3e9ADn4dAO9Kw+daV/vjHWg9D60AHTNNfAZRjvQ/3WxRKcsg9uaACTlkJpTlpgxHFDnO3HY07BwGNACYzI5P0pEHyZ7gYp54Bx3FIgxFk96YhijFufrmlZeAT6U4D9zimucRqfU0hjiu2L8KXpsHekkyYwKXGec9KBCDPmN9aB93OOvSlHQmnYwq/WgBFB4pUAM/+6KVQAhPo1EXO8juaAFVR5nHfPNI2FYD0pNw+Uj6UH5iKAEJ+dcU0cyCjPIx9Kco/eZ9KBgvMzHril6KeKWJfmds8Ck6qoJ70CB8+agxQxy5J7Uud06+gpvWVqAFP3jSKOppRyzYoUUAL1cewox8hzSryxoOSgH50AL2HvStwo/KgjhB0pW+8opAI/G0dMHk05l+c5+tEnzYB6A5p2N0o96AGMMlaAm5wPQ1KoBYtjpwKWMAyewzQA0g7j6Zp3G7PfPFNXo59KFIIdqAETlGPvimcbCPenxjET+vWmDgcDqaAFAz8vfFLGOvtTsfKOOTwTQBhdvegBvRfqaHHP0FKRwD3PSnEYxxwBTAPLyMegpSMqtPOVBJ6sKQ/cX2oENkUF09BTTy3409/vAdgKb/AHqYhAOc+lIv3iaUgeXSquEJ7k0ARpnzHPpTQDkn3p4G0N701RwaAE6uxPakAzSj7hY+tCEBQTQMRj2HYUEYj+ppB8zk+1OOcL9aAEb7oFOxkgDtQRzSg4yenFAAR8wHvzSvzkDpmm5+YCjPzEntQAhGIj6ZobOAKCSVUe+aVjmQ/pQMRjwB70FSZB69adjlfrShf3nPUn9KBDDzKRR1yQOKfjDMaNvyYA5NADVPOafGvJbtUnl7B+lKB8oAFOwrkeMJ7mnhcyfSnbdzDFbWkeHbrU2LKpWP+J24AFS2kG5lQW011LtjRnJOAAK66y8O2mmW4vdZlCKOVhz8xqW7vtN8JwiGx2XN4y8yHkLXF32o3WpTma6lZ2J7npWTbkVdI6HWfGEtzF9k0+MWtqOPk4LD3rlGcsxJOSaTtzSgUWIcrjlGad0pAMU9VzTEN60hGOam8vmkKgU7AR445qMjPFSk80FRjODmgZCQc4qRVJHA/GmwL5khDMBjtUkl0iJ8gzjg4pCaY0qc89qTjNME24getP8A4sHj0ouIXrTwOBSAY7Uu4DrSuAjocgipF5FIG3DigccCncB1IeTQR60AigQqrjmn4pARSk4GaAENNYjFRu54A7nFHlvuYEdOtFxpN7DXJ9eKao5zT9ppQKZImCTTgdopM80KpY0XEOUdzUgXNKFwKkFMBu2nAGnKMmnYpgNJzUTHFPPoKbjmgYzb3P5UvQUp5ppNAxpNRO2VwKHcE8VCzZ70ABOKjZ8HrSM+BURamUhXfJpu7JFNJyaUY/woAdjDE5pMlaVj2pvfnrQAEgmjgdKTIpVBzzTAjJyR6inS5MqD1o4BXjtmlY7plI7DGKZoBGZQD3pzdOKTbul69KBnDH8aYAeSe2aaOYmp6H1pi8RfjSAcPu49OtCjhfelxwPegngfpSAFH75s9BSKMk0v3ZCx7ikAwCc9aGIV/wDVA9SKXP7o+3elxwPTFIArRkE9elADWwIunWnt90L6ikkUFkUUScyfhSAFXjr0pP4vwp/8RA9KYmQ30FAB1+YelID8gYdzSqM27A05QBCooADxKppr5JZvelB3An0o6hfc0AKxyR64pByRml6E/WkGQ+e1ACjqT6Ui0vCqcdzTe4OaBhH91vehD1OKUYQbvypAdsZyKQCp3/Omr1Y+vFKOE9aEHyfjTAQjLg5of5gKUcjOKASzY9KBjGBbC+lOlA3ihTl3/Okbk/WgBWOXX9aM/Nj2o680o+/QA1clyfQUdwOlOQYDY65xSDIP4UALyZCSe1IB8rGl7Ggf6p/pTEIOEJNC/O+0dqaq5tl75IzUyqPOwPTmkMYoG0nOeacx5UU0DAYeppSR5ir6UAK4+QfXFDjGF74okHzotDfNKKBCE4Cj8KbKNyhfQ09hyPrSkZcigAwCMdgKUAlHPYCnBfl5PamjJtyB3oATGEUetOcgYx+FNA5HOcClK5xj1oAXaPKb65py4WJvUignbEPemk4Rf9qgCMjK4FOxlhjsKAOn0pV+7nPWgBFXH86fGON3bmkz8jEfSjpak+nH1oAEJER7UAfMoP1pG/1IHTuaX7zg+1IAXmQ4pFHzMaWPPzHNCj5WamAi/dJpV+6DQOI6UDCikAqcUbsYFA+5k8DNCKCWJHTpQAv3nWlP+tBp0a/N+HNGPmyPWgBGPIzUigsc01l5FTKMQk4oAbGu1GP1pIjgO1SKv7nrxjmokOIGHc0IBIxmBzRGNsDE9TUikC3I9eBSMuECdzQBGv8AqT70qLjn35p5TACjtUmzjGOBQK4xRk7scZ4FATAJ7k1Ki5p20k4AouBCIySPapBFn6GpliPQCniF2PCk0AVWjLsfSkZc4rSTT7mQYSBz9BU66BqEmAttIT/umi4tTFZevvTPL7CuhHhbVH5+yuPwptz4W1K3gaV4GVByTS5kOzOfIycdqeVwgzU5jVOOpqN+cirRNyu3CE96YTtXA6mpG5OewphHNAxjnChB2FKcBQKUJkkmkxliaBgikKfelwN49AKdjGABShc7jQA0Lk5pD3PpxUmOcU088du9ADB973pOpJx7U7rlqaowKADOZFUdAKcoBkJ9KFHPuaeq8E/lQFxoxvPXiljHJc0oGM+tPH3MUCuNQYU+pqVF6e1Jt4Ap4BOAM0wBidwGPpU1vaTXUyRRIWZjgACtvQvCd5qx87b5duOsr8AVs3+taV4ZiNro6LPeAYe4I4B9qhy7DS7kdr4dsNDgF3r0oVsZS3U8tWPrXjCe9h+y2ai1s14EacZ+tYV/qN1qE5luZmkdj3NUXB7nAqPUTl2HNKWOWOT70gfJqLPNLncelBFybOenSnhQKYgwKkLAcmgBQKmjVsZ6CqwclhgVO0jykA8KO1AyQjHA5NNI9aFOBS5z1pgIkeSCa6HRdKivAZZsLEhwWP8AKsH2rU0u8aJxA7N5LHO0HjNJ7FwV2Xb3SI5NTGy3AiCcFe9UDo0fnXGbdlUdAO/Fd1YQCaBX288U2a2lS7kjjiLKwxuI7nioUjqSjsefDSE22/7twS3p0q9qGhwwx2zqWLufSu8vtGaynjgLJKqoH3L9OlZbXMUhAeI/u24yOtPm8hOEXsZEHhNJ4FfzcZpH8GN/DMK3/wC0YVTABBHbFSLeBot/OPTFK5k4K5wcmiSwam9sJA/SrP8Awjt0SQMGuoks4zcNeFAQR973pyXkIOGdc/WncHTVrnFXWi3kcbMU4FZwgm/dsU+9wa9FnNvcW8ibxgjHWsYaNEyW4R260JrqONFM5MxToWGw/LyKaY5i23Y3IyOK7OXQCDKRIecdaemjuXzvH3MDIp3j3NFhm9jhsOTHlWHzelW4tz+cRkknFdUNGkXyhlGwTzjqa0dB0dPt4+0RRsu7k4o93uCoSjE4F0YH7pH4VCCdxU9a9vbw/p8zvm2hP4CuV1Tw9aprZWO0VYdowU96Slc51RbdkedhST0qZRivX4/A2kywp+6AYrzyKaPh1pTjIZl+ho5kT7Jnkm7B54p6/McCu68T+B7LS7NJYpXLFwPpXPahpEemWcM/mbjIcYqk7kum0rmcAFHvUbEk05nG33qMEkc96szAc8U1hg4FO6VHI+0GkA12C1BI9K7BunXvUTHigY1jxULtTmaoWzTBDWNCrlSc4xTmJbGewqM0Fh1FHam7ucUpJxRcYE+9AyelJinqDQA3FSopanIm7irKRgUwKBPINIfllGfWk6ovrilYAlO5zVFi5IlYUpzuHpQf9cSO4xS5OQKYCelA4UgUoBKn/ZpF+5+NIBedvP1okO0rx16UPlY+fwpZv+WfHOKQgcfOM9OlKfuj1pWORmm/xHP1oAc+FdR7UmOVFK3zPn2oGWkzQAnWf27UiZMjEnvQnLZ9+KVfvH1pAC8yv7CgfcY0L1l9cUAARfWgBOseOmaVeoB6Cg9B7Gj1PYdKAEU5Vx70D7oHelGMEgdaP4gaAB+tI5+QGg8s3vRIcrigAb/Ug9+1ISPLXFKfuj60hwFx70hhL91fUUN9zOOtK/JzSMcxg0wFIGMelCnCGhsZFNbgkUgADCDNKnBalbgD60mepB4NMY1RgN70rd8d6OgHvSkbeT2oAQcoSKcuPMxj60DhT6UQAmU0ALEP3kmRwKQfeanI2FY+uBTcEfjzTENHcUDPlMtKo+cil65Hc80gHINkKRj15pIj+8dj6UoOWY9sUxOFZvXNACR8ue5zSj5rkjoB2pYgBI3sM0kSjzXfNAxWOZyaU/676U1Tuy1Kv+tP+0KAFGS4z0BzQpJZjSp91/XFID+7OaAJFOUcnp0oX/VAdu9IDm2+ppyZ2H1oEMj556CnE44HY02Fs4GOlAILOc96QwnI2Y/2sUSfKqgdqMAsAeeeacwBemIa2SyD1pyjDEe1OYZZfakBO9z6CgBoGIvbNDf6kD3zTiCY1HSmkfKSaQCHnaO2KVeMn2pMgKD7UoxszQAJxHj3pwP7g+tIPuClxhMCgAIxGtKeQBSnkKKFODnFAAy7o1A/GlVAqs3anKpKrk0/YWQADigLiwg7WNCR5Qn05qVV2xkd6eEKqE7nrQIZ5fyg+1PdcRBR1NSbct7LS45LEdKLhchcYQIOPamMgAC9amCkgvjmpbaxuLhv3cTMT6CkBVCfNx0WlCH71dZp/gbUrxRmMpuPfrXb6T8Ktyq1wpP14qJVIrdlKLZ5HBZSy/dQtn0Fa1r4c1C7+5bt+Ir3jTPA+l2ONyIxHXAq01pa28zLFHEgzxnk1n7a/wAKK5LbnjNl8PdRnch12g+ldJZ/CxjtMpbHvxXpsE6QgkAt+GBUdzqEscRMcIJ6jvUuc27IpRj1OWt/hnp0G3zAuT+NbVv4K0e2TJRc/wC7T7a91O+haULsC8njoPxqhNdoZMz6gPoCRScZ9WNOPRG1FoWkW/AjRsfSpWt9LiwqQR5rDtZoZ4nlhnMkacEjk5pvn2T5BMuR7YpezuHMb+7SFKhoQTu2nb2qzqmiWE2m3Nt5QJeM4OK5WGeAXoWJW8oj5i3rXcxsstrE4OcrRblYbo+StYtvsep3EQGNrkCs0nIrr/iLYtYeKbkFcKx3CuMLFjgDiu2LujlY4AE0EAdKUKwWkOR2qhjD0xTlUDtSbSSOKkCZxnpSGNA4JPfpTS2xcCnOcn2qM8nPagYAnFIenvS96CBimIac7dooIpQMmgc0AKvSndgB2ox2qRI+cdqAuN24Ge5p4U8KOnepQhZuB0rpNC8JXWp5nl/0e1XlpX4GPak2kJamBa2U95KsUEbO7dABmu1tPDmneHYFvdemVpcZS2Q5P40XniDTPDkDWmhxLLcYw10wz+VcTd31xfTtLcytI7HJLHNZttlaI3tb8XXWpZit/wDRrQcLFHxx71y0jljyck04nAqAElqCW7iyYU4HJqFsk89amK8VEQO9JiG4H40qjHNOTaWxitOy0W4vnARCF9SKQkmygAe1O2etT3MP2Sd4G5ZDjNVy1NDsOGB2pwPNR7s04daAJRTs1GKeDzimMeMk1csI995EDnGecelUxWhprFbkY6nik9hx3PR9KaOO2Qx52cjJrcsobjUiYrSAyOByRisQW89jbxRMhDMgcZ9KXTdX1XTpvMhITPGVNZtWN1qPuxM1xLGeHjG0n0NZFxDLGQDKgLc9K33vFaJ3YBpGOWGeaozTQbATak0rFXM0gkKFMLkcnIpTc3SfKqwlcdquOLCSHzGgdQOoFMRdLK8Bx9aPQa8xbYtJo8hmiBbJO0d6yWVJhlrTaDxkVuzSwWtuscWWB6Gr8AS50sRJbK7q24viqJuco8USQbBA477qdZxQC4hBMhfI+lamoJHd3DGOZYsDG0HHNQW1sVuIyLhWKnnB60krFXC7Km4khLFe+4dqg8qQQnbcZXpkippLeVtRllRkI6cmptt4mAEjZfSmDdinawt9pHmXSsgGVGe9aVrZXsLmR0ypPy4FNigdpoy9uqqTyfSux2qihUuonCp0x/8AWpCcmctfTXEW1YfvHrWbPPKsqO6Ek8E5rZvoysjSAkk8YFU7fSJ9QjZPmjC9GJpsIu2qKyahcrIQvmbc8HNaunXMs87RNcOpAHfrVhfDsg2sWBXbjg4zVW4sH09cgZdmwDntSuBNrsRWyBe58w7s4JrkfFMcZ0q3dsB/4FrqLqIX08Fv5RQ/eZs8AVwfiW8W71R1iYmGL5FqktSJzahymCAe/WnClJpjnaKs4xsjhRmqjsWOae5JPNQs1AWDdjkc4qJmySacMtkZxURouUkIaaRmn0lFxjD0qNzipuo+lNZN1O4FcEGngcU4wnsKmSLpmgdyNUqeOIdTxUyRgL0qRY+5pgIsO0A+tPC+lLjikU8mgZkKcqR2ApV4Iyfemn5YB64p0YyNx9KssF/1ppwP70gfhTV4dRTicTUAC8bxnrQAAuMmgsVJ4HUUjA7s+/NDAdLyQvpSv0QntQ+DIntTmxnBpCEAzHz2pF5jz3NLnEHHXFIvFuPXrQAqHIz26UiHJPrSr9w/mKRMBSfWkAg4UYpwGMH160ijKn9Kcp4NACLxu96QcJzSg9GPfrQc7R9KAA9AT6cUoHzNkds0mMgD2pc5b8MUgEj+6aah4JPanKvy57Gm/dRvQ9KYCclV+tEn+uAxwaeRytNP+sz6UgFI5ApNuWpx6gnrikxhQTQMaeRn8KF/1S+xpQP3dEQzGfrQAgOX+lIeW5p0fO760ijJ/nTAH5VfrRJxEuPXFABY80pwxC/jQAknyxoD1zTWOSc8Db+tLI2SvtSP/rBxQMXqVGetOi4DHPPSjH7zPoKRDiJj3zQAg4Dc96eTl/wpoHzAe1DEiYLjrzQAowJHB9KRDy7H0xSLgs7ULzG/vwKABPlhU9SxNOb5QqjrimtnCKOxpQP3h7kDFACoQPMbqcGkQYhJJ5alC4hJ7nikbARB6UAKQRx04py/6wUPjzBnsKd/HQII8Yk9SDTYx+7A/GnKAGwOuOaWFMBs9hQNjScJgetJkhBk96c4Cx+55pGwNuO1Agh4Qt35qOPBQsvQNT1bEbA+9EXFuwA96Bj1G6UClCbpyegApYVJLMTyBT0HX3zQIi3bpjgcAU5BnefwpqkKHI605GIjoAV+IxUZGYifWlckRDPU0SLiJF7mgBoBEa+9PYdqCPlX2p2Mk/SkA0kcDFKRmlxzSngZPSgAzhvpxSovyqSO9MjJ37sduKtIhwg7g5o2AAuSi/makCjcqilUfP8AQU9F7n0pCBRlhmnhTkt3NPjiJPAJ46Ct7S/C17f7WZfLj7lqNgMFYywCDO5jmtew8OX+osFiiYLnliK9B0PwbZwMrSqrv6t2ru0srDS9PBTYsj/xNxj8KzlUtsWoXPPNG+Gofa9x8wzz2Fd9YeEdLsUGFXI7KKkm1HbBFFApkOM7scZ+lUbnUGiTddzquOdoNYvnluzRKK2NkXVlZELCq7/Qc01tVlmjYqvzDpjmuB1nXltIkuLfL7yQN3atnwXfXN/Zzz3DAhiQo6VPLGIczbsadwNRlLmWVo4sZzSvYm0thcFmkXGc5Fat2yFJ0LAHZgA1zwupfshtrplIByCp6Cqbd7JE20JBqsdrbSO/L5+UE5o0nVJ9UmBUBUVue1Y9/DH/AGRJqJcHLbFTPeui0PSmXT4ZYhgOMniiacXdlxaaJ7i88nTNRtU4dhgY7da5OTRpJ0X7Mplc+grdvrV59V8qKN5CTjaveuo8MaTc6VBM1yYwspBVR1Ue5rbl5tTHms7HH+HrFtNkljlwC3Ozvmn3u37WzhQATnFXNf2w+IWuYpFMWQTg98c1USC4v5XNrBJKG6YHT8aEraDv1I7m4hiLrCuQSCT3rqvD1/HeWCqpO5DgrXG6npGpacVkmj8tH/izurqPBlm1tCZnOfOPBPX/ADxUzi2hqSR538bNH2SwX6pjIwxrxwITwikn6V9aeMdBtdf0oW91tCK2ck4wK4H+y/Bnh9A01zAzL/CnzH9K0g2kZSWp45ZaDqV7jy7VyPXFdPpnw01K9AZ12qfbNdjd/Erw/pyFNO03zmAwGfgf0rk9U+KWsXeVt2S2jP8ADGKu7EdAnwnhSyd3kzIoycEZFeVaxbmx1Ga1/wCebFc13PgnxhdjXmW9uZJY51KkM2R0ri/E86TeIbxo8lfMOM/WhbgZJNNPSlJpvWqGA5paQccU8c0wEAwKkRe/pSBc1YggeZwqKTn0pXsLcYigckc1fsdOur+QR20LOxPYV1OheC/Nj+2aofItV5JY4qbU/FenaRFLZeH4QGPBuD1/Coc+w+XuLBo+k+GrdbrWJBNdYytsp7+9YWueK73Vf3Kt5FqOFij4GPfHWsKe7lup2lmkZ3J5ZjmoCSTmpsFxWbjimjLHA5NABPFToPIG48t6UxEDqVO1hzQIzUpYsxJHJp4BIoEVihIwOvtXW+G/h7eaugur0/ZrT1bqaq+G7AyamkzQrJFHywbpXo93rMtyixIu2IDAReBSuluVGDZxreC7W01Z1ikMsIPy+9dPY6csC7PLC44pIIjJOOSK11hWIEnqe9Ztm6ikeQ+LLb7Nrkw6Z5rnyxzXZePoSNYR8cMnWuR2VSMJbiDIFPANIFwaevWqESKMdaeOab7VZtYPPmSPcF3HGT2pgRqpJ96v20UtvNE8kbIGPBIr0fw94V0uwgE9xi4mK5Ddlp2sWdlqKhAmzYcgjrRKyKSbNCTU4dStbFCqiQRhCfx70/UtDi0r7K7SRzq43gIfu+xrCgsUt4Mxsxbt61PHcXK24DDchOAxOeam9zS1kR3dwiSs4jKrKcKAOlIqKVGyVgMc5qf7PNKRkqyDnBqX7NL5bbMH0GOlJopO5lykMCiXH4EUPGygKs0bHuCKkkguxdoXiBTHJApHjYyfNABuPWp2LSC4jJhTeVyOSB0pbXWbuBGghK+Xu6A1JeRo0DYTOMDANZPlLEWIjfkjpQwir3uTNHukaTywfx71JYW+y53+WR+NRoA8hGH5AIxVq2m8iUqAzMeMelK+o7aEEcSyy3DybwobscUksaQqAk02PrVqaMokrSTlN33eOppluSsK+ZMhGOc02gvoOtVkZVVJ5HJPAPeuvWxigjG63cMEwSOfmrkwbiGWNlmhZRzkHp+tatlqt/LJtlKshzyDQtCZJsZdyyrOEDKqd89adAsy2crMWMmfk2+lN1KIsFkUck1Ak91GgG8AfSpk5IcIpmnZnzID5lxIhB71m3217oRm6JA5FV2a4fcrSgqzc81LZ2TpIXn2iKP52Oc4ApXKtZ3INa1D+ydJdQ+bq5BVD3Vf84rzxznJPJrS17U21PU5Js/IpKoPasrlj7VtFHFUlzMZjjcelQytnntTp5McCqjOap6EWEdqhOSaeTSdqVykiM0lSAcE03bSGMo7YqQrTcUxDNtPCU4LS52npQIlEGAD60vl5NEbg1LuwM07gJtAAzTguTgVWeYl6uQSRleetO4wKY4NQvhTU8pIwcdarSPuPpTBIym+aL8MUkRxbEk98UEkqV9KRAPs/Pc1fQ0HKPnXP405u575o4Mh9hQ3CqaBCsMIPU0OOR+FKwyUHfmg/wCsXPrzQA4jc+O1Nb7yn1px+81Jxxx2pANP3R+VOxhOfSjkgjHSlf8Ah96BCD7h9qFGINx9aVsKhxRj9xj3oAF6GhfusewpSR5R9TTc4jx6mkAN90D8aVhgcU3rIRngCngEyAdiKBgvMgB7DFNU53n0NLHyWbHamr1PPXtQIGJwAKGU+Uv1zQw5WnNyv0NAxPvfN6UHqaUYCke9J/CM+tIBX60j/dWh+MUPxgei0AJ0j47ChBthP1oI+Qgd+KXpHQMbGMJSpwGo6DGOvNKo60ANiBOcdjzSpjefakj4En+9To/vsaAGIu5+Rx1pSN0oOadGDuOKSIffPfNMBpbCykUpGIFHdjQU/cPjq3FOK8RL6CjzAU/K4+lMH+vzntSvzMBnpTRwzkUDEwvlkDqSac/CxKMYPWoh90qc5NTMmZIvRRzQAuMMW646UkXRn7mlJKwO56ngUE7EQD8TQAwk7VHpTguXPtSpyX9qfHkiQ0BcbjJJpRnzB7mnKu0ZPfmmo4L5A70CHbMS4zwKkQfK/vUKcsTnnNTOdqEUARS43gCmt3NIwPmL9KdgEgUABXamPWnom2Ij0FKV4XPenSDZG2DzSAQEJE5ppfbCPeoZZQsOB3NOLACNTzigByL8oHqaeOQfrigtjJ9KjVtxAHrQA6QhnVR2pZAXlRc8DmmICZieuOtTW+JbhmI4FDAR15Ip2MAg1IqlyW7E1J5JL7cUCICuBimFSSAa6bSfDN5q8qrBC23PLEVv6x4CXTLJnLHzEXec9KVxnBRIAFBHJPNTr1zUYkBNaOnafcahMsUCFmJoAqorEcDrW7pfhq91AKyxlIz/ABNXVab4Us9MVJdRYPJ1C9ga6W6hJt4Y7YjLAFQnYVEppDjC7M7QvB9rbkfuxNNjOT0roNN052md71fJt04Vema1LPytHtkkmIkuWXCp6fWmQWt1qd158jkIe3r9Kxcm9WacqIovMkn2WMJ9M45rZTw5LPbu13NtIXIUVp2NrFp5QLgs3armqTi2sXlf0PAqIy10G1Y4AvMk+yM4jGRWZq0Mc7bvMBIGCM1rAmZGkK/eJ5FU/wCwkuOIyQTyATWji2xJpGFdaC2oxQ28ZIVRnGOvNd74f8Npo+n26MC7Zzz71j6dcfZ2z5fzKdpzXRx+IYGIaTHyjoKiSd9ATVjE1iC8urm6ubXd5dufnGeMVnxzpeWLSIuCvBzSzi6ae6nt71o4Jxhk7EUgszBp8cSSYRjuLVsidSrbwtqMC2NwAkCkkEetdvaajHaWaw26NKUXHFc/Z2guH8q0zPIoyQnNXYXntmaKSJo3BIINRU1V7FQ7XKk+pX1jew36RFTNJ5YAGcdf8K6SLTL/AFHTpmuZ5lnPMSs2F/KksrqzWwhjmhEjPJ8px0PrXTbht3ZAGM5rSLuQ0cTd+GJ4bVZJSsoLjzE9B3NdjaQQW1skdvGqRgcBRisjU9egjc20KmYsCGKDIBp8OvImnpJNDKJBxsC8mndbInUn16yS80uUsTmJS647kCuBg1h9NhD+Y26I5xXWjX7m58yL+zmCtkAse3vXOX2jWIQyahqEECA52luaTaehSutWdXEIPEuiGQO22aMjg42mvlrWoJrLVbm2lLbopCpya9xT4g6B4Y042lg8l5ICTnoteK+JdQ/tvXLnUNgj81t2wdqdONkZ1JpvQxGkzUe7Jp7YzimYxWpncfDNJBKJImKupyCKJkmZjPOrDzDncw+9UanLV6Dq+kQah8Pba9iGZrdeSPr/APXpN2LWqPOiB1qNmx0quJGYnk0vzMfWqAsjBAqeKJ5GAVSfpU2naJqF7gx277O7EcV3WkxaH4dtxPfFJrkdFBzUOVilFs5vSPDN9qc6xxwsBnkkV3SafoXgy383UHWa8xlYQec+9ZGofEIxWrRaVAIXcfNLjn8K4W6u57uZpZpGd2OSWNTq9x6LY2/EPi6/1xtjv5Vqv3Ik4Arnd2e9NIJpwHFOxI3JApwyeBTgu48ClZipwn4mmIeCIhg8moizMxJpyxM556+tWYrZBzI3SkwIVGccVYQc1Kkka9FBFLwXLYxQSdB4eP7m4QZyR2ruLO08yBBt5A61xHhpHkklCdcV6lo8SG1USFRJ6VhN2OqkrozI4VhlCFeQc5qxd4KAk4XvVq4VfO3A5FZt7KJAUU8ipuaJHBfENB5lrIPTFcGSM16H48jM2kwSkHcH/wAK888s/lWsdjnmtR3OMU9ASaIoXmcKqlj7CuhsfDVzKoef92np3NVcnlbMeKBpnCopY+wrpdL8KXE+JJz5Sdcd66TSdItLOPKxfMOdzd6tzyNk4G0GlzX2LULbiwyiztlhVyyqMc0tuHvZTGpAbGfwqqCDyTx71a0qzudTujb2aEk/ebsB70WKudFHJpq3draQ7cRxnfL/AHjWLdPEHe2i27BJuDV03/CJ2kBnT7Sr/uQwk3j5W5yKyZLeODSY54rfzCk2HcDOaYkTNLZ/2VA0dv8ANnbI4qXUrjTJ4YIdNikR84cnnNZtrJHqWpPaQTKqt8wXsD6frXXNFp/h62NuiLc3rDl+uKaEzkp0NrI0W/ccc8VlSBo2LytgE10zaRd3UpnMRy5yTSXXgy81G3VY/lYdSam40cTeXxikHlEY75qIamzMAIwfXmuru/A9/BGYWjQkCsZfCF7BMpkhIUnrj3qebU1ik1qUTfATOAmNi5yK0NP2OwkZSS3aul1nw7ZWFrbiOICeaPkt3rFtY1ivAoACqD0q9DO5DMjM8jyhflPApiwNPOsbxLkjn2FaUsKuQcjGakESLIXzkn1qWVFrqUINKt5hllwc44NXIdOjtJAw3Ae54p0FxHaTKXQOM9Klv9eiuIjCsajtkCk5JBZsSSdULbvuqM1WvL4FRFtI+grPe5cMSpBGcYNErSPlgw6Um7oErMfEWlGVHmYblcdap+LdTFjYLp8Xyzy/NLjsPStPTbn7PFNfXACwQrkH+8a8/up59a1OW4YFmkbOPSlFXdxVZtLlRnYLdqjmkEY96230wQRMWnjVwM4Jrlp5HkkbPrWykjmUH1GPIWYmmnGAc80mKULSK5QAoxUqRM5AAJPtWpaeHNSveYbWRh64xSCxi7acF4966lfAutFc/ZTTX8IatEmXtH/KgTOX204RcZNbT6Dexn57aQfhUEumzp1icfhTFYobcgZ6CmlMjpV02kq4yhH4U1oGHUcUAUQhHUVPtO2pzGNtCpnrTAzgh3E1PbAmYKF4qwbdeSKIj9mYt1pjWpYuLeQfMBgVkyAh8VqJqKyhhKenQVnb1eQk+vFHMmPlaMwjaT7ijGIlUDGDSv1B9aUfM5z0xWpQmOT6mlYHGPQ0Jzg5zzinHHmAUCFJw8frjFDDMrUfelI9DSHOAffmkA5j1I70mBnHtihvvqo9c05R940CEJ+bA70jjlcnpTuCwwKQnLH2pAK4HA7mkf7yr2AoP3lpT9+mAPjaKTHKjvQRwAT3py8y59BSAao/eN706M4DN6CkXA3HueaRf9WfegAj4VvekQZYjHSnJwhFCA+acelAxOpOO1IRlacFwTzSdENIBeNppvOBSt8qqPWgjHFACMPnUe9K3LMT9KD2z1zSHufegAJHbtRj5B9KDxG2eKcQF2YPagBpGelHRc+9KD6UgG7PFAxVUAN9cmhcbCadyd30pMYjAoEEWctSKCsZHqacg2qzetNTJU88ZoATsB60mctx2pwB3sxpwGcgDvQBGiDljQ5wQAOtT+VwB270gQM7Mei0Bcrqg84EjjFPBJJY9B2oU5jMp75oIwoXuaYxk+XSOIHr1qaQBQB6U1Y8zAnt0pZPmcjsBQMEBWBjjljT4x5dpk/eNEnyxqppkpO5EBwMUCB92OT1pYo8jnrSEknnt0qRGCjJ70AKEVEOOtRO3IwaZLNtjZRyTUas24ZHFAywRk59qF+/jNM3Y5JoUqS7g9KQiYsPNUZ4Aqtc3GCQPWlLeWdx/i/Sq+0SSEk8daEGwKDLKo7A5q05XzsAdKhjkA+6vtSKSQ7k8k8UCuTMxZW9OaIlIUsM9etOjiygzUpG0YA4oASJAkbY6mrEEflwHs2KjVcqq55zV23tJbqdIYkLMxwAKAEtrdpCoAJJPSu10DwlvdJ7/Khj8sfc1uaF4Im0+3iuJ4A9w/3VP8PvXVSpbaRbl5SJLgjk/wB2oci0tTVhj03w5pIuHKW8Cjl24J+leS+OfiGmrhrOwTy7ccM56tWr4m8Z6dd6Lc6deLI0yD9zxgE15TY6ZcajOTyseeSaSE30RPo9lc6teiC3Qnnk46Cu/wBGuxpMhtoI1UK215W6k1N4XmsdCiltkh/0t14ZhzVC9UNOoOFJYkmlJhex1Juoyv79wSvILd629Cd1s/tkwBJYiFMda4iyiF7dQ2zt8o5ds9hXolrGJ3ijRCsSgKvsv/16w5Nbm3tLomtrZrmVppst/wCzH/Ct/SrWRZPOkfKrwFXotNWCO2Qncqn37VLaXEUJZfMzuOetZznrYuMdLlu6tY57y3k894jE2fY0zxLchrJ4RxnnNRzOZZM5AXtWbq9w0sccB5JOMj0pwd3YmS0uY8N0kVqmXHXbt71LHdrCfMB6DNMm0ePcAXZMHqKo3tqY4LhopA4jHNdSMmJY6jA4cS/Lh8n/AGhUlwLdmD2xwGzkZrIsrG8l0V5fsyMJzlZO61LcKlpGpi3cLzn1os0JPoelpp1pD4RCyQRkrabmZlBO7bnOfrXAF2jka2Us67ec9hWPZ+NtUaSazMzfZj8io3pXQWqtPKshXczLjAptq1wtqdqLWz0TQTc6fFHHK0a4fGSxNcnd6wbm+wcljneSMZNSwm4mQQPJOsUHIUnKj/Oapy20ayvOtwJm+7wOmajmvsO1tzqLO1huLZJJJBDHB8zMT0qHUfF/h2wi8t7uW7I/5Zxk4/pUXiaLyPA97Kp27lUH8xXiW+nCKerMK9ZwdkejXvxLKqU0zT4YF7M4BNPb4pOthGpsI5LsDDSNwPyxXmhlApvm5rVRRy+3ne9zrJ/FniXXZjBatJlv4IBUtp8N/EurN5l2wt1PVpTz+VXPhXepB4iaJwD56FVPoev9K9W1NJZEKq5GF9amUraI6qcHJXkziNK+EOkxYa/vHuX7qmAP61gfFfwTYaR4cgvdLtxEI32yY75//VXWySz6Vqto3nO0bH5gTXQeJtLTxJ4WvLKMhmljyns1Qpu+po4JLQ+Qjkck81YtohdTLEW2g9TXYar8NNY0zT2vJVU4PKLyax4PC12F865K20eM7nOK15lYhRd9hr2Ol2cbAzGR8cY9a3fDOrTSaHe6S0ZYOpMZAzz6UaNZ+Eokkkv71pXjGQoHDGs+48VyW10jaYiwxp0GOtSUlZmdB4UEDs2p3KW3OSp5b8qvCbQtK2/Zbb7TJ/fk6Vi3+oz6jdvcXDlpHOSargkin6hfsbN74kvbtfLUiKLsqDFZEjl+WYkn1NNyKYTzQkhNthijYSaVTinZBGKYERUgU3uBTpiV/Go1GV560gLGTsCqvJqVYhH8zfrSRfIuD171XnuS77V6dKYFkzoOM0FjJgDpVOPBbmrKyBelK4iwihRTgcmoUfdVhFzwKRJ0Hhknz5ACc47Gu1stQiaZY0kImAwa47RdIvraKPUHjYW0wOxuxrSs7Ym9V48hs1jNanVSeh28qN9lCrJlz3qi1tKAfnz+FXrdAAo5OPWpZFBNZo1OY8U6VJqGi+VAm6QEECuQsfB0iqTf/IvYCvTrg/KNpIwO1ZV4zySCFCNxGctWkWzNxTZjWei2OnRExoNwH3mqd5wygIAT/eNTBVDBpvvKcMD0NM+yK5JT7uflWqHawkN0zQFTyemary3IRgGJJq7HaoNgnfy1Y846qKz5YUWZ9mSuSF7kjNVHXYT8yBmncqeAueea07bVbnT7SSG1Yhn++0Y5Iqvp+ntqN4lsH8sE7ckd617eE6DdTxPGsm9djbxTt3FfsUtLvjdX0UV1JMIHb95hj0r0CS407w+s1kknnwSR7sZztb/OK8/FxBbufuqW4HrVlLli+4qTg45oJeoyQRWc5uYoTEHcndXoXg+ztdSga6kYPKvGDz+NULWfRvEGlR6feQmGVfuvjHNW7Pw/d+HIvtFlK1yvdB6VF3cdlY6me4s7Rgk0kaE96pza7p9pLtjlEmRnK1wM139uuSNQeWOQPkK3Ax6VkyBpLq5jidgoHy7T701FBc9KvPE1sIDJGm+T0rAuPF2oL8wsoXVegwK5o20sMkEayy7pBlt3apLi4aOCQE5UA49aHHXcFIt+J/Ewv4LaWSAI6jaQvauXN4rSs0bMMA8VQkkMrKSSeScE0jA+arKw5HNCHYv2uqNHtEm4gZJq6uqWc5zJuH0rCd2LD5fmNRkhZMgYPcUILF6/uMTRNBKWGeQavwWRuCG3YzzWSFRlbH3z0rbs3ZrXIOGUZNTJFRbRQucR3Xl/3Tii/kuIbm3to0BV+AQOuadPCJr0SO4G4jirOoS7Io3T5fJzknrUq6CTT1MTxJfndFpkD/uYcNNjpnH/ANeucm1CTeYbTEanjjqatiCbUb4xRks0j8kdSas6l4WlsSwkDJKoyMinchHK3b3EUxSYMH96rZzXRLtvcwahAzMowsq9aZP4WlVVeCYOrdAetVdCOfxWlpWj3OqXKw28ZYk8n0q1ZaGy36W92pAc4G3k5r1vQ9Dg0Gwjit133MnzZxz+NJzS0GolHQ/BOnaRAk19iSb0PP6V1UCzFQtpZKidiwxV7SLKH7R513IJJMfxdvpWtN5EQQxMDzyKmc5LYIxXUzLfTtTdgD5eD2ArWk0Z4rYu5jcgZIxip9PMuJJGIxg4x2pdRneBY0DZO3JBrONSTKcFc4+e8tlchrLcBxkCqzS6XL9+0xn1Wt+S8gI2tbp9RVCa5tnOWtkwKftGP2aZnrpWh3R/1SZPYrV0/DjRru2MkiBARwR3qO11Ww+2bRZg44JrrrS6sL5RboSO4XsKl1G9A9mkfPnjHwqNB1HZC2+FhkH0rlHQoMYr6Q8Y+Dl1fTdsJHmLyrAV4jrXh270m4MN0mD2I6Gt6cr6Pc55xs7rY5sbs47VFP8AMhArT8gAYNSRaYtwODitkRc5coxbgGpoEVOWGTXQz6R5MZ2rk+tUPsBbGBznFNxsPmuc3J0B9Oaf0K/SmNyrDueKf0cetaFiL8rFfehRmf6Ugz5lOPXIHJNIQqgbyaCeMd6XBDijGJCKBDj/AK4ewxSD7hB9ad/y2amrjOKAFX+In2xSL95velHQmkQZQmkAY+Yn8qG7mgcgc0AEjH50AHcUZ4cigdz+FGf3J460AIOFJpVBEQHrQg+Rffindcj0pDEAxn3FKg/e57YoA4J9KF+7n3oAaeN1D/6sH3pSueKVwMgelABJxtHekx8/4UsmSRS45P0oAjxkE0pHyj65pcfIcUrDdmgBrjgDHU05h8wHpTyp3j2FNxl80ANAPHrQgJLHpipcc4oVMKxoFciH3cDvSuMKBUqxZwPzqUQZ5PQdKAuVSpK4FP2fuBxjJqyse47exqZYwxBxwKQuYorCxXAHJqdLcgHg4zWvY2b3cuyNMk4/Cuut/AF28AkkkVS38PtS5kP3jzoxNnJGBTDGfKbsCa9D1/wpHpunRzRtuwcMDXFTRhSc/lTuRKVtGZ0kY2qg6DrURXL5PU1ZcHJCjmodpD5brTLTuDr5YA7mmqNoLEc1KFxmSQ/SoNzSfKO9A7jWfcwHvmnImWLt07U9YcvwOlNlOwEZ6UDTGckZH8Rpk0wTCDnHWoZZ8Mqjoo5NQ7lwXY5PYUXGL5uW5GBmnmdS3B6dKrE5/nT4ygU7iOKV7gWEd2Ul8Y7CpolIgVcfeOTVUHLAqKvRB3deQQoouS9xhBGcrwOgpBENoBHJ61baEyYPSh49wwo6DFPQHqUWQoAq9cVLHD90Gp0tizcD61bis3Y5Ck+nFFxFcLjj8BQIyX6ZrRfT5YipeNlPbIqSG1zjA60E8xBY2DzSqqKWYnAAr2PwZ4Nj0uFL+9jDXDDKqe1VfA3hVIYhqV3H2yikV1l/q0cEJWNh5p+UD0qJPoaxXVkGtaulgrEyASdz2UVjyWoksxqmpyqLKVGMeW6nB64rP8STrpWmztqCxTNOmFUtymRwTXl2oeKNRudGj0h5ybSNyyjv9KpLl3JlPsZutX32rUZWQny1Yqg9BnirGm69PYzRuIkYJj5WHBqDSNNk1a/jtY8bnPU/nXfa/wCDtEg0K2lspJPt5XyxAgyZHx147UrEK+5x9x4mvZ9X/tFmUSdAAOAPSuw0+ZNRijnZThxggjvXndzZT2l6baeNo5QQCrDBBr0bTNPuLPS0E0ilkXcNvIwancpHSW2k7J0EBVi56r0AHWt1rqWCBI4sCSVsA+gH/wCqsjSpTFbRAdShA+pq7cTIuoxRnkRr096ibsrI3prU1W1yNn+xSkEkAM/vTWkjnxFFP8ynoD1rIurSOeTcBimQaesEplVyrLznNcrSZ0NM6l9Q2wJtfLKMGoEuTPdwiTrnJxWDEGWRnM5+Y1taePMuQWGWVetaUotMynsXGTe7sJWyegNZupTywWbpMFCH72B1FaErMjAqKytXBu7YxM+wnvW+xlYpW13CtssMDtHH94A9qnubCWSy88YdX6MelZ8OiyuG23kZBXbzXWXljjw3p9uGyOCxFTzrcOVnJRaHZQWJncObvfu2jpXRaLKkU6NcKVRcA+1WZbG1+yFujIMqR61JpUUMsUsl0wWM8k1POmmPlaZ0MiWH2OVomz5oxXFvphsEYq4+aTdjvV+SRmBS1yseeC3es5riSV2kk4EfDAd/eqXdB5Gnrl69z8NrySTORIFH5ivGmJ5r3IWtprXg17SW4+zo5DFsVjwaJ4S0iMOI5L2YHqx4zVwkktTmr0ZTnoeU2umX164W3tZZCf7qmut0n4Za3fgPOi2qdzKf8K7Y+JEtYf8ARLe3tVHHyqARWLqHxBtbUkXN6Hf+6GzT5+wo4aK3Zs6J4I0rw1dRX1zqLS3ERyqocDNamo+Ibfe5jyc+p4rx7UfibG+4QRM/ux4rlb3xhqd9uXzSinstS05PU3TjBWR7Hea3Yy3sb3Mynbwse7qasXXxAt9GURmaKMgfcHNeBR38v2hJJJGJVgetXPFt+l/PbzQODmMbgOxocNgU9GdD4h+J99fXLRx4EG7p61zt/wCJbjUYfLfCqRjiubETFtzVKBgVXKhc7JlIX7pp2S1QipVPFWiB22lHFJmhRmgBdvemOQvPepenFQvDJKVRFJZjgAUmNCK2eau2Wm3N/OsVvGzu3pWxpvhGRsLeFkJGVUdTXd+EdE+xPLIF2AHGT2xWbmaqm+pzg8CiG13XT7pihIUdjVa58CXdn4e/tFkbzcb1HZlr0+9W1e3dFyZCOHo0PUV1Lwdf6RJ89zYOXVSOWQn/AOvSjJvcqUUtj5ynu33MM45pkMpcktWn4n0s2eqSFFIic7kOO1ZMSbRV3uYtWLkbccVKh3cVXQe1WEGOlBDLEfHFXIjzVAHFSLPggdaBHv1hDHd/CvSlZR8hJzj2P+NcZZqFulQn+PrVrw54ujfwvaaL91oyxcnvxxTYLbF2jbHHOc9qzm9Trpq60OoVSvljjrTLiUIcE4zTTNiVD1ANQ3TqxJ96hIpuwkjh4WXPNUFiV5NzHa9TAkN060yKJpr4qnJIwKu1hXXUo3UtvAJnuB14BJrJbV1tXWIRsFIBDE81qazZLNqSW8pA8uPdxzzz1rOgsIbnzftQwkZGD/Kja7RLdy1DcxXPKFmbuDWpoxt7XVraaZFaMP8AOHHbFUU0eY25ubIAvEMnjhhUialDfW/ksirKn3j0q4vTUTNjWbrT01CR9PAyZNysKw77VZNQ1bbcNhmHJAptxeWNshLMN3GOc1nTWl2HXU3+VJFIjTv9f1okxJ2HTW0M0bsVkUg4Unqa3tK0XVZ7JCYgUAzv7kVk6ODql1FAxLurZyTxXoZXVLCyNzHtEMXDEH+lTGLeqByXUwWi1SxmDPZiSJepHXFbekeNktJGidt0Y/gbgj6Vkah4jubiZLfjDdTnFUJbW2mlQOp3t1PUfpRqPQ6nVL/w5rYMkmYZ8eneuVj2rcgRA5ycfSqtzoaT3USafcSFpH2kAZ20+40zWtCcu8TXEfQOAMgVcRS02Lzt5nMhO4Z2+1Ubxibd1B5wcVTfVBOzkMUfgbSMGkMzyQtlgNwIB7ihsEZnkSptLLhRxmhlUR7iTjOKsyebLaJG0nRutKlvGByckepqdCisB5kyAEqRjmkVH81n25TPWrzKCGmwOBVvTdIN0I1w7h+QqDrR1BvQzI2UEnjPr6U0Tk4hR/mPvXdzeBrxbbzvIRIwBlOrEYrhtU04WNzjJDA8UNCi7j8sZgZGLFRxjtWbqeqNcqbeJTycE9zTbvU2VRBD/rCMMa2vCfht55V1C7X9yp+UH+I1mrsJyV7I0/CHh37HGt9dL855QHtXY3thDq9ti4jUsPut3qOGNmGP4R0FWJ50tbVt7hSQduauxB5lqmjpbak0MR24+97Vq2elk2yuV3dlbHSpLHTp9QkuLlzld+MnvXQuv9n2TyFQYkXgVhJ66G0Irc52z0OD/hI4525jt08yTPqcf412KwmS1Nwg2zvx/ur6VhaRDPc225/v3kmceijp/KuhNjNDIMysAaJSUdGOMb6oZFJKq4JBNOjkmL7T070+WKbzFWJQ4xyTV7T7QuriVfnxnIqfaS6MfIuqLWiGR5XAz5OQCT61X1aR5dRkCn5VGK1NPiMTIB91VLke5xWFqNiG/fvOY5XY4FJsEtSjKnlqSxyaquiGEtJnaK0ri0nXap+ZdgJPvVS6gEdiVzy3AqbmiM6ytt0kssQyvoetdHohSMSySqUfaQM1B4d0qQxkH1zk1t3mkyurMJlVFH8I5NTfUV7aFU6+mn6a0xUyMW2hTXL+JrGPxHp63KJtcDJXuKNanQolnbN+9U5yfer+jxCzizO+8uPmFN1XuHslseG39rPZXbxyA8Hr606zlIkBJIWvTfFvheK9VprcDJ5X2rzeS2ltXaJ0wV65rspzU0cU4ODNLKzREhhgdayjtFyABgA02KV9xUHrTiRketaq9iLo4QEhSvqc5pU5Y+1J/EB6Usf+sJPetjQVWHmPxmlGdqjuaROGPuadzuzngCkIUA5DHtSr1Lmkb/V/U05uIgfWkIFPOT3xSf8ALSnH7i00HlWoAGOFI/CgjbH1obmTHvS7d+RnAFABjCjilHDn6UdvYUn8DN+FADT0z2p3QKOwpCOVB7inHO4+1IYifdX2NOwMNjuaE4iJ96cBhc+tAhoHDClA+QUAcZ9akC/KKAGAGgDkmp0hJX3NSfZJWX5UYgDk46UCuUwpJzTihxgdaspbknPQCpkt2A3EdTQJyKPlHO0dB1p6xZ5x71pwWglYqM5xn61NHDEmN0ZLA8g1Nwv1MbYV5YcnpT1hIXdjk1aMZaVsjjPFWYrWSSMsiknp0ptoV29jPEBzjHPeniA4Bx8ordtdGnmh8wRNx1zxWjZaLHGyyXLqqL95c1LkUotnKRwMTwpJPWrq6bPOn7uJiPYV1LJpUG7ywWBPpTv7Ta2iC20AVXHHfNTzlezOZfRbmKJW8liW6Yq7baEFhV5pAjf3TW9a/bdUkWDy5A3XgY4q4NDaGQpMjtnuaL3K5UUtKl0/S5BLgSSdMDpmuhXxeGGx0xiqup+FoIbL7QZtuxfMOPSsGG90tz5YOCeCzGspvlexvSp863On1fV7TUNJ8uNVaRhyCcV5pc2LpK+9WGD6V0OoaSHsxOkzZ3YjWNuTTxa6hbIhlty4I/iUGrjLqYVKd3ZnHSQLg7Qc1VaPy8HYSa7uWCxmQfabUwse6cU6fS9NuLAi25nAwua050QqbiebyiSQkYwtSpGETjqelbt9o89sMvE2PXFZksZRRtUk/SqTFfuV2dYY8D7xqjOp4OfcirGxlJdwS1IVU/M1MZnyJ8udp3vVZwQ5U8kVbmm2g4bntVTcAp45NK9hq4w9aSiipKJIydw9qu2TldxPfiqKKzsAK17a2+QZHvTWwmy3GPm59KligZzk9DWjpOlpdqZppNkIO33J9BXSyeHl0S1l1CaPzI05jRvT3pSmo7hGEpbHR+FvhlDqmhm+ZySw4GOK17bwppen2JjnlWQo2EIHJritG+N17pVqLBLOIwZOO2M/hT28SXmsIkNmwy5LYU8j60nJFKFtzorx7G9f7PIkKvGNqHHX61WtPDNtbFbuYxy4f7q9MVhXllPpmgJqskhmklfBJPA6Vd8IGXXZZEe5SMD7sZPJpbOwtGeh2F0dQnSxsiq7uFJHCiuL8T22raTdvuiJKEtjH3vet2GGeK9jtWcwtCc5HG6u7udPj1fQ2llT9/s2qzDrS1voEnofLut6je6rdeZduzNwBn0HSsW4i24Ar0nxB4dm0rWQ11D9w5bA6j1pJ9B8O3slldeayRMds4HHPH/160WpzqLPP9MhvzOZbOGR2j+YlAeBXr/gzWrDUILcrGJNaibID4wcUzwu2n6HqcmnKiLbzghZm5OCMYNZXjTw0nhfULfVdGmP7w7niU8p7/Q1SVtTRGN43j87xUt95Q8+aTLx444rqLRNunJE8OxpyMfTH/1qranrUOtWlrLJYpBPFGFz79zVcavFbJA93cfIPljqHuWlY6vSoVe7XA+SIE/lVyCwaSeSeVDknIPtVDTdb0y3tS3nbkdeCoyc1pjXrG5QotwI+ONwrCq2dFKxQmlbzSo6A4FWCxFk574xVGSVQd6SxSAnseaGvkkgZAcEHpWa1aNZPRkABZ1ySRuHArrNPRQ0kittVVA5+lctandMi9s1sKWOxRkAkkiulo5je2h0DZHNYmrW8swljjXLBe1NllkRSUdhjpW94dhF2JZZxubAXNDWgLc8+S1vBPHGyODuxXp8kC+VFbMduyMDmrb6XbF1baAV6cViGeW9vnhYGMo5UsfSseRNWKbd7lzVNPWG0DLIGAHODWKjqFRDyAM4961L60vLW0kkkUmMcAk9a50xSyqr78YPOKuEVHYlts0mkVUYs4UAdazYJjESAUljbls/XNZd+k7Sj7MzSqn3xSxGW0sS5hdVc5JPersI1fEPjNY9JkVbNY4IgMLGvWvLr34hTyIy2sax+55rY8Z3JTQwUBXefm9xXlcmDnnFJO4p+7ojbuNd1C8y9xdPg9s1ly3RcnBJ9yarbi2AzcU9BFn52P0FWkZ3Hq25sVYBCpULSRZXykwBTmBOCeBTEP31G8hJwKVdo600AlsgUxWHgEj1p5gfy/NIwucU9EI+tK+SdpPA7UDIAmTzUgGKUgdqOgzQAD3p68mod2TUyHH1pDJY1wTkZrt/AXhhdWu5Lp2wkXQY6muJVq9l8AR/Y/Br3GMPKx5qJvQuC1Og07RbeG5kM8eQF+Q+hqS2tY3N1GowSe/ArNstUljlKBWk3HvVxZ2MryFHC5rE6DPu1SJEO4Ft2CK4nUtYuPCHjKK+hUvFMhDp2YYrrLy2lF+Sc7WOQK5r4k2yNY2lwMCRTgjvTjoyZu6OE13VW1u6JMYihQnYvfFYwiBP0qYuxO3FGMDnitjlbFCjbjFJwlI0gUVCgeeQKgJJ9KBJXJN9amk6RcahKNqlY+7npW94f8EySQC91FSsXUJ3NdbHYxRRBY1VFHRQKhyNY0+5R06wsdNaNETzCRzI1dHvYzRcAp04rNisZLhx5K5xx7VvQ2whRRJlinUCo3NlZIpFVa5eJJsFeSKR3RT83zEVYltl86SdE2lvSqxU434wM9SKpWRLuRPM7FpGIRB1PpUcV7dmLGnQFTJx57j+VZevalJtSzUj5zlseldBpaGfS40jlKYGACOlN6uwhU0cWsLXFxIplcZPOSTXPRzraXkgkG5GPQ1cFjeXcrL9t2mHIyx61Xg0pdRE5muNrxsBn16UK/QVzstMu4YrV5VhJtCuCAOAa4zU9IthZ/bYLvy5XY5XP6V1mm+bFpl7C0kRijQHaTWFaaENQsLmWWQhY5B8o781bTehOiMvSNKs49Qt7i7iM6ryyk9au+J9UsrzWoEtLd7eKJcFSeK07DTh9hdohmUEgEnoKxdVs473WrKzzs+Xc7D14qZNKI7alOa+Oi3sc1vbuEI6gd60B45kuNPawmdlSQ5YEHNWtZ0q7it4FaZHi3YAI61VvLC0is2kaJMIQzEdTSUnvFg4u5RS7hlkkCSE7cYz1qZNUEIMIk+Z+maLfT4Llmu1h2iQZXtgVDPphi1FEidZRkbTRqNGrpmpXVtqcbw4QIPmYjqfau4j11LmNopijFR0YcmsbyriHTle401ZUjXhlGOa5Yar5ReS7ieJ3br6VSmgcSG+ge/1G4nCiNN2FxVqDRdTg0iPVbm3D2DSFFkDjJIJH3fqDWx9kGo6XNNp0bTeUm5tgzj3P61zEXi64t9Li0u5Ly20TllBOFBJJ/qabaQtR1xNZfbI7dWZGHOCetRSGNZSkLl8nrnpT7mzgmf7cp3PKvI7KDV3RdOsrhFMauX5VSTwTUSlYqKuVYARKolVmwPmz6V2Hh66WyvU8gKIgdyhjzUFlp8K7hcpluQB2zWfJBNpl8JpV3RjoB2oUr6g0e1pOJ7PzowDuTIHvXg3jG/E+oyRLHtmLEY9DXbab44TTtFlURPK4yUJPCn0NeYTXM+oX1xqM/MkhLdOlOcrIUY6kXhXSG1TxF5M0qqi5LbvQDNeuw2nl7YUCiNQMAeleSaFZXtzdk2pxNI2F5xmu0W61PQNRijvpBNI6fdXtSS0uTa52DrHbrvLKCegJ61z+va3bXsiRxxY2jHTpWgtjPeoLy5OWbHlx9hSPoMV7CGRNksZy23+VZ+1V7I1VOyuyTTdOa20JZhHkOcmsLWtRa5nGmJ/y0YIMVvazqy2lnb2KNsYLjaO9cZorLc+Jp5nfLxKSgPc1mleVypOysdvolsRM7ohZIcRoFHsCf610Cwi4O3PHf2rO0jy47VNk4WTqQCK0o5dr8tkt1qKiuyouyHvprq6+XtKeuau21n5IbcQSaoz/aFdWhY89s9Kv20srW7vKcEDg1EErjnflHxrvWcoAP4F/CsDxJbu1vZjIRlPzN6Vs3EzWOkmRcFgM5+tcbqd/LfxjzpuPrWsmlYiCbNSfUbMRoFmGVAB96z7q8sbvC71AU9awRDGhP7wNT1tk+8GHNYuxsk0dNFrlvbII0mCqB271aHiey8oqXyT+tcWyw7sbqRRApwcmi6tawcut2aOoXNtPKWiG0n+LFUEvpEfk5A6A05/LWMugJGag85eP3ZpK3YouQakzzKjkBWOCD0rnvGOjJJbPd2h3bepHpWqXRyA8ZxmrCRKweAjMUo4FXGdncznDmjY8jhwpJPWrEUBlkBzTtUs2stQmiIxtbioYJjG4J6V3p6XPOtrZnCjls0sX+sJ9KFb5c+lJF1Pua3NRU5c56AUHODQB87D1p5XMmO2KBMdt/dx+5oI/dD2NKT8uB1HSk/hxSEKT8gpMfIM+tI3IApz9gPSgAUZkz6ChT8rN3JpQPlbHXFKQFhFACKdsGe9NAP2Yn3pzZ8sDvSt/qAopANb+A0uOfrSkfIoPc0/bmUegoAaw2qqDqeTTmHJH4VIEzMx7ClVMvu7Cgm43Z82D0FTRxhiCelIqfKSecmpkBJxQJs6vwv4NudcVrnIjtE+/Keiiuv1rR4tL8PPDp1gZVkG03Lr1+lVPh9qdxNaT6Ev+pue3v8A5Neh3dtcaro/2W9eOKG3wXVe+OR/Khauy3HtG588SW8ttLslTaw7VcstPutQkENvGzseOBXq2reD9H1hItSSfyUi+WUA/exWTeazp2jQm30qFV2/8tCOTUzvF2YoQTItJ8DxWFs8+p3EYYpwgPINZ8Oi6VaTM88gkAOcE1Wi1G41S4cSyyZHv1qzaxWcs9xBNuaQR5Q9gcjrWSabN+VWKeopo/2oSwxc/wB0dKypfEBtbgWlrphJzyQua6iz03SjqDStF5mzaXTOVpnniw1Ke4tIYwzc4K5wPaqs3sF0ZM15fM6QIrLI67vLPy1sw+G7hYFu7hl2SZAUHJ4FUjJdTX9vqOoQufNYquBjA5/wqz9surdUEsi7JSeCwytSld2G9jn7qOySydpJHMxcqFB6c1Lp0lzJbbY5QoTjc3astILd7ydWuXxvJG386ntkkivNqLIYGB+93NTrcm50vh/UPs3iWOW4lHklCCe2ea6y9vYZpvOgkVkXr6V5pb3m1/J8nOOjEVbTUHjeS2WdV3rzzwDT510Hc6bxDry3HhO4kXClmEQ9+teUpmW5RAerD+ddc+nz3+mR2Kzr8p3YzwazU8PXGm3iz3O0QrznNZt3epr7OTSdtDttAj0qJrZZrpWmbjYT0rWu78Lq81q7DyFwV57Vz1tY3EGmxme2KRu/mJKBzit2xNkBcyyWklzbORl+6nmtEn1M27u5kaldw3soihCsFG5tv8q5Gc3cVzK4cKoyQmc4/Ku2u9P02ACe0lILkgR85Ue9cxLH5LS+VEJN2c55oYXC2OrS6d9snt2+z4zu6ioYda025PlPEm9Tg4Falhqt/eac+kwWrs0xwoB45/pVrwx4Dt2guDexxicn5geo+lTz6XHoY97pmn36gxuImx2HWuVvNDvIpGCJ5i54Ir0AaHaDVLp2u2jtYI+FB5LcVzMMer6trKRacoEZ7t0rRSsTypnOT+GLp7Vbgq24ttCKuapzaLPEBGyEMPUYr1iFmsYxHqMKIyj7696zdU1G3juU225lWQcZX/Cq5hOFzy1tNkTcWxxQtlI6Z4AH616LLbWFz80tqUB64zUMei6TJJhndB2A5oUkS4SOAhjaJsun0rVtY5rphHGpyxAAAru4PDfh8ENJO7+oNbUR8PaZE32S3V3A6gU3K4cj6nOaP4burd9904jjjw4571PqF/e67N/Z8Up+zA7XlbuKs32oXuoqrrZSmBuAF4yBTWjtrqEQrZzwFTkhazfc1iuhZ0f4V6Zc6ntaUzxmPcFU555rq7nwvp3hbSjdRWgjfGFx1JrBsNUv9NjilsLecRLHt81kOD+NM1bxLe61bQ2bOI2D8lzxTb0tYnW42+uk1S2tI2j2QJGSUPr9KZo2iXGiOmpzRGPy3JGejg//AK6vpZw25cx3UM8wjXIYcAkc4rWv9Sa8srewdo5Io8Hk9Tmhpvcem4zUdfg1TabZGW4TksO9dDofiwmz8u7nLvGoVYSMYI965O7eK3ljSKOJCeXMdZ8jPLPvWQK4GN3rSTaZM4qa5WtD0+x0+w8Qx3Mt1tnmYYOedo9K878R+CdS0Eyy20Pn6dJk5UZMZqax8T3Wi20sL4WMnLMO4q2/jh7/AE5raO6j8lvvDrmr57K1iVS1vc5SxtXz5csbzpu+UnqKmu2ukK288hlHRc84HXFW/wC0AiypG6KhYkYHOKyrvUIrfLAEt/efv9KLlWKeuCZLKQwKFYjhR1NYfh/Sr/WkmjuYJDbxDIZgevoK7Lw9pV3rF01zdQOLYD5S3BP/ANatjUdZvYbZ9G0u0VIo8OxCYz+P4Ur9x6paFjQvBWnXGgia2aWKdVJKuxKkj8ax7Xw7q+pxzy2kUTRxOU2k4I/Sk0PxNq99eQaNZIN2TvO05HXNa9zBc2LyWYlZAX3ORwSe9NtNbCVznbuwubGeO2mg/wBJbgKvOaQ2V7Ax8y1uF75Ck/0q/PdzNrdlnBdc4aoP+EzvbeaWOSDftYjOM96zbSZV2FnczWUnntHIyr2YEVuQ+JR5CZtiDnrimapdvdaBBPJGsck3JAHQdq0dJs45rQPMi7AvHFVcaK41yCZfLYFSe+K29F8R2dtZOnnKrEnBNclfsZdT+zWCxqqcvJV7SvB93rPmGCVF2MRnHGKaV0JtLc37bXLy9uki88L82d2eMV0umzWqzXclxMjSgDaWNc1D8P5Ui2m6ImxnisLxBpl7oezbO8jSDoDUOFiua51mqanLNaSo0m4lgBg8YqyY9Lg0VTG/mTSJyM/dNeeW13diGMOGAJ/iroZB5+krHG3luTkkdauKsiWwsrdbewurp3zn5AvvVbXbGa10qGQ3DMHIwvYVmT3EtnBcWrSs7MVZc/Sq+p6rcX+ni3MrF0HygjHSjmS0FZvUw/F915WglNgck456ivLGJ716H4ql36Kd5/ebhurzt+tKOwp7iZ5p+eKRE3HmnYy23tVozJ7ZNxyelaUFnJeyrBAuXY4Uepqip2hVFdP4VGzXbNsZxIp/WmBZh+H2onH2hli74xWrY+A4JJAjyuxHUAV61PfW0kTTPDGAi88c1nWFzY3aS3UAGR6VLujVJHFv4Z0/T50jFoXbqSxyK8/8TrHb69MkaKi4GFUcCvcruW3ufuRfNtzv9K8P8XyKPEFwcZPFJN9Qla2hkBwCCaikm+Y88VEZSTUEjZbg1VyC2jjrVmPLkAVRi4wK0IHCLk0ICYoU2gdSa9u01xp/g/T7cjBZAxH4CvGLBWu72FCODIox+Ne7XVi0lvawmM7FhXGPoKyqvY1pIk0ZLaWzlv8AOxYz1arcM/222aW1Kujt1XpWZeWgt/Dk1tG2C4OVzU3g6WOPR4rZRjPf8a55y0ujohHWzKOtXY04IZxufsBXCeJtUg1K3VdpDKc810/xHaWPVogh+RY+MfhXlF9cyLM25ia0pe9FSOatJqTitirOQj5qq0u84HWmyM8jc9TXReHvC02pSB5P3cPXJ6mtrmUYtmbpuhX2sXCx20LMCeW7CvSfD/g+00opNclXmHUt0Brf0vTodHtvIgTagXJHc1alntngk+Q+YRwMVLlc3ULFO4uDI4iUjyycAiprfSppHzIQIx39aWyswrrPOMHstbVuxmjkVhsHaouuhdimypbQ4hHTqQKht74W1wshUMvdW70XBlj37jwTWc7NJnHbvVIRt6p4mjvIVhhsooSOrCsa51SOOwki2hmI5cD7orKvLgWy7sEljgAVVErBxEQdrfM/vVXJsijPFJNKbvZ+7bgZ6gV0FnqEFppRKzB3Y4GT0qCaaCSF/KT5imAO1UUe2i0xYniLSMck+hoWgmi4yS3tsUgkwCPmPerdn4YuZ4CYYpGAxkg9TUOleUinLYUrjmug0zXp7aQrA4jDDr14q7IjUpXGkXWkWk0NwpHnj5snkCuXgnns7l4oLqRlThhnINdprmoJq1uXcS4jGGlJwGriYnjtZ7mZUCQSDgk5NKXkNeZ0Vhr8NvaNFJAZJGOAegzWbfXCtfM6sEuFXj2FM066ins43ubU7I2Lo+cZrNk1OzlW4Yxst3I+F46ipcnbUrRGyLq4u7WNJ7lDyCCTTkD/AGVlmhLq8nlqwP0rKfSbmSGKBE3bU37Qea09H0+SV4rOeVldPmK56U1rpYTfU1/7JW3gjBkBiJ29OlO0fTYLrxIVdytvGQwc9M0t3Zy2LRedcvJG74UelWZfD95BEJhcqiSkkYNOUG9hRmjuYr/TYA9rLIHUDOCvFcB4gudLvL+W3EcZjbgEVVuJLi3DJLdeYmOcHrXNXEENwksluGEo6Y5rPkZfMh+m6vqGgPfW1hOY4p0KOOoIwcfQ8mok0aDU9Pysux0Gc4+8aq2EMyoskrFy7Y2sOaj1S3urNvNh3iJv4M9DVdCTobKxla1ggZduU2yE9K6jRdEaG1Xy5IsA9u1eYR3GsI67XdEYDrW/Frl7FavGswjyR9amWqKW53uo6U1rpbTmbLc4rn4rV7qFAzMz4yc+lUYfEM1zbMLyfesQ4X1pdK18l3BjBXIUUKKTB3KmoW8saSQo2wN1X1qOO0SLTgZARleg71teI7qznlge3QhivzfWpZ4oU0y1gKjz5yAPUDOf6VVSyegRva7MrRdNubPTvOLeXIzb4yOoNdVpelLJE17eBriXONx5xUq6SL28traKYLt4Kg8muo1BpfD3huC3hiWZgwXd2HOcn16VCTaDRMT7NLbWKy7Cg4wGq1p90JLRrS1gLPtJdjwoz6+9ZVxrkmsacI2tzCCeW3cEj0qOw1CbT0MVsvmSOfmJGfpSSS2Kk29zK1yzWKRzIoMg6Z7Gszwn4OuL/UZNTnY29qG4PdsV11xo0s+mXF7dyYnyWCkfzrlIdS1DUbqHQReC3tZGwzdOO4pwhrqRN3RoaheaedYeDTBI8cYG90PANWYL3jYsu9+wY81Zub3R/C9m2l6dCs904w5HJz6k1Q0/TWubn7S4x32ilVVmVTd0dNYQXcwE54XGGTP61rRQkWmzHJPINc1JeSWKiUylAp5GetaOha/JqsrI0G1P4X9ayhy3KmnYz9V1AN4gl04sdph2qM8Z4Ncbcs6syMTuU4rudd8MyXWoLqdk/wDpCkEoTw2PSsfXtFkWOO9MJQSf6xfRqqcbDhJHPRafdy8qhI9avro9/HFvMLY9a0bCSJowpudhHGMVfnlfyUVtQYqeMe1ZbmhxE4aGfaeGHUUgdiw+eunXT7ObfuO7nqRU0OjWTZVVJI9qVwOfbL2u1WyxPaoY7C4nlMa5BH4V0UunRw3CLHG3IqwbBo4VkMbgd2qUhnK3VjdWShpVJX1Bq3YRyXlzBHEDzWlqCoLcBskt0BOav6TDDpGmy6ldkISPlz2FUldibsjzj4haIbGaK93DExIx3rhQcV0/jDWLrXNSM7Iy2y8RA9hXNYrtppqOp59S3NdHFIP9HY0R8KpHU80Y2x7fbmnRgYXHYV0ljcEy57Zp5OJSaF5c+x4ppGME+tAh5OBmlIIjpHwAAPSlYE7BSEKfvClPJ5pG++DQeRwKAHdM4+tK5LBfWlPY9qQfdpAOcZYUhUkBfelGdhPepEGApNACpC0jqiqTipZIGgzuUhj2NdXoFnb2lo2oXS7lHIGOvtUZ06/8S6ojramKJjtU7cACpctQszl1jKgAdTUvl4GB+NezSfDnRrPSIWuZsXPlq0mw5IzXHXng+OK7C20xkjbpu6im3YnlbOMWMkjjgVahspXbIQ5rpE0izhO2eQvs4+X1q7He26wmKKCMBBklutRzlKl3NH4bBLHU5prlwmxOAw69K63xFrtjHp7r9oy7HkRnr9a87W9nnmVbSJ2ZuP3a9aL3TLyCFZNRQRK0gym75iKG2ndFqKtZksusXWpwzRWwZIouSoOAar/uVhQP80gAYAjg8dK6i4ttMsLOKaydXGwbo+lcntTVr+SZpgsaA7Yl61nJ3K2KtvqYW6ecsEBPOOwoZjfX7G1LEvgD1Jqe10YT6ilqGH73gA10llpJ0/xLGXWIpBEHwp7gnrURiwbbWpjyaNq2gJHNfpJDb3Bwz9cU95FijkkRHmgdSiOeOf8AJr0Dxv4s0678OKkMP2mQgZAH3TXB41O+sLe2jsQnmSsQB68Vp5CSsguL9JNFhshbmGSL52mZiSfYc+9UG0eS/u0uFmZkIGPSt2Tw7c6VZC61mPzDLxHlsYrrfB+p6fa25WfSEllYqsJwp7e44+tO3SQPXVHmej6Vaw6xfNcSKEhX5N5wCa6HToLbVrISveRwiJj8iJnvj1rd+K3h+GCeLW9gQuqiSBO2OucVxFx43sodMeztLPyQy4BHrUXs7MSuylr8kNjqkMVtOXh/ifGOah1K8tdW8swRrE0Iy7seZBWFA11qEjbwSi85atG/jR7KJ0tmi2r8zY6msm7lo2UuEvruFLNVjMcQB56njmm31tcgK93KxjXnGeK5e0uJtNkFwr9fen32vXN9CYmYlSc4pJ23KU/dZ0s/jDUHsYUDo8UfyKg7Cr+i+PpbORIJoUWBmBdSOtc94S06O9vY0mUlPvsvtXQeM9JsYWge0i8pWHAPrWqlK17mR3cltY6lE+r2YgSNl3MgOVWuQWew+3SeY6xMwJVfWuStNTvdIxGzv9mfqueDW/YWg12SGXMe8DLFjjHoKvm5ttxx0LsNxBbuLlWSIL8oI65rRjmW7eP7PK3mEZY5xxWPfxeRq8LLDFiLhoycjPrWY3iGO2vrhpkKzLxGEOFFTzK9mVZpXLOrT7DdiBwpj4Ib+In/APXTfDtxd29o1xbwqGQ7TuPX/OKwYLm5uJpppbYz+byM9BXTeHLq3i0xHlsxvV2PLZzye2KV4vcIt3ui5dvJNZRXd/bAws+xAhyWJ4H6mkfUINO22i6PKb6PBVnX7oPT+dZU+uXBntoY4Y0W2kDMzHjOeP5V2Gr3tuLaPUr/ADPeXJUJ5Sk8AD0+lNW6Dbb3Mq803WUnt7u5htSXw3lseAPeoZbRbm+Q3UFsSWVdsRA6nFaGo3dreadKd0kUhKghsg4A6Cq8dhaXuPKuyrRsBtwenrmqERaiuiRRyRQJIJ1BDDHyg/WsfRdKvLpFvZAsNqcYLd/wrXuraO3tpyihYy4jDyHJboc0liLo2rRJcwk+YFjjPTHPai4ExEtuob7VEpYEIgB/wqnp15fpaHKx8u3J5J5PtViYSy3RuInhkkC4G1OAaW3N+i+Q6IjHL7iv1oGdFZeMJJPCTaO9vAIo4dhkzyBjrXE6dYQah9qE5HmbgYcdhkc/zqxbl13wPbosZjJc/wB6pdIvZLG9eZLAyJIuxQB0NLfckmisbe0u71VZGEcSnzG7cc1zaagNS8UxW2D5S8KY8/Ma3YLe6vV1BJbVwzncTnGB6VU0bw+1h4jtb98xQgZO7vQ730GdXHoa3sLNBLsMQw+76VX0vwxqF/bTXkjRrbJu5zzwcUyxsp4L6a6TUmbzpD+6DcBSMV2mg2Jj0SZZLhBkSYUHk5arJ1ueUeJHCaZPjOQNgHrXG+HtI1GXUDGjhWUbmU+ld74jtlUTxyNtVXUsT9ai01dNh1s3LTYgkiAYqckkUtx3sjN8QG70iKF4GUM4weO9JpX9s2epLdX2lC9QAEEDpW3rEVlqUmBJugA+XPUGuh1HWLNNJtINOdBsjHnM/Un2qkuxPNYpa14siNjDHb2E1rcY24YY3E/hVLR5NWstT+23FuGjfAdWYdKl8QXllqkdiYpAJIsbuPzNM1GPTbgGRtVnIXHyKcD+dTLe4Lax3fh66mudT8zS9HtI5mUku+Rtrl9Vs9fu7q/uZPJAikbdt9d30qTSvGS6SqyWuXAG05HJFRXvxS0qK4mSO0G2X/WBj3puWgJWKV/oV7p8dnPd3CK8r4DgdBxVKz0T7Xfyxys6W6/M0uzO41ZvPFqa5FAWiCxwnK96kX4gtbRC2jgjVOhJHJqW1uDbJvEFmNMsbNGuHdJBu+bjatRWl9d3thfywMUs0XEXv15qjrWrprUiG5lIUKFHHArQtktzptvZ+e6Q4xhU+9TtdFJmTpEhW8JZiXJAA9STXqvgH7RFfXsDoAgAJbPGTXn0ekQRyxhLhxLncFK8kV3OgavY2c1xAzybyF5K98c0QTWjCdnqjV1PXG0q4CkBlJJDsayNSurXUkikup083+AR89aw9djOo3k8z34zkiOINwBWrocNpZX8UcMbGZ0wxPPNEr7hHsYmpWy20tvGZRsDcHPOKsySoPnjkDKOuDU+oQxa14nnDboIrePBGMZbjmubuLG7sw5VjswSRnpRfQNhZNQtb7U2gCDcgy0naor+xnupXlhkjwiZAUjJqG1sUtB57xt8/UY61KI7cXYeyLq7Lt2uxwKhqzuy1qrIwfGsAXS4hGMqSN2BzmvOZ48HG0j617b5IjtZPt0KSBWwOOtY+u+EbW9tkkhiEMrc5A4NaRSSsZzu3c8nQ7eKkUBRuJ61u6j4Uu7PLqCyeoFYk0MkR2yqykdAwxVWsZj7ceZMMV13haJn120VRn5wSPxrk4H8pc9zXTeF52TV4JEbDKcihAtz2e6321uzi1aRTwQozT4LOKfTGmjH2ddpypGOaW01q4kVYMoAV5yo5q7dX0CacVlALkcqo6UPQ0RwWqy38ccMVnP5ibhvxjNea+Lps6uyFcMoGT616o32aO683G5SCAB69q4bXfC95qutTTQjahGQSKVtRPY4Ddl8U4KF5PWug/4Q7VIxPP5G5IRliDVFdLmmVQq4JHfiizRJSjxjcalSTzHx2qOWxuoGKMhIHJxTY2CkdqAsdZ4UVJtctFfhQ4Y/QV6fqfi9G1L7PA5EagICO1eZeC4FudSYsSMIcEV0LaU8l+pEm35uST1qJR5nqawdkdtMy3FhE0cpfseeTU/hWG4try7jB3JG25VI6Aiq1vbxwKig52LWsk8MKJIjlHdcMR3rNxikaKTvoc94thudUY7FBZW4rgn8K3V3NIPKZdvJdhxXqdzFFJbFreQlo3y+arPKl1FsQhecH3rNe6rIbgpu7OH0nwRBE/nXUqs38A6AV3FtawWNsAgUuB1qtcwbbVUKllDZDLSbZQhGPlIGC3andsfKo7Fqe58m1aVl3M3BWotM82eYuYwARwD2oisWMIedjtPJyetWzJHCiqp2KeuKsRPLKlu3BDSdyegrLudUkACox4Oc+tV7yaQTlSeD0qoWSP77Dn1NOwmzfS4S6tf3pAyKzLi4WEFOAB0qsJw8e1XwQeAKhu02jMz4dugq1Am5TuLrzpT8mQnIxTbebMjS/wALLgZrQj0uGS2LLNhgvzEGs10NjZ/OpKjnJHUU9hXI7pJEhlayYySOcgD+EVnwtdx4adWwOSK1NMmgurhhExRth+Xtg1qjy1+0bFySpUZ6DiluIoWsbyRRz4HlFuR3rXtLXT7q5CzTeSNnHHNWVXdb26RiNfKgJYEffbPaodLjZ7gOYA0z8AHtVLQTDVdRtI/DjabDcKzO/rgjmqH2e2bTbS2udrqjbiAeSPSrmpeD5LGYz3NtKxQ+YR2/MVo3N/pV1JaEad+6iT51TqeKbXcleRjv5ZsVhjI8tydkX9wfWqDWtlHAxKb7nI2cfdrR1WK2vZIo9KheBsEsHJGRWdC9zaxySjYHBC7HGcipGTWN0+n3sqs4EzjcGJztFbmn6t4fSIvd+cbyRiZJF6Y7DrXFTRz6nfvJ9mKyKPvDpVWaC8iGNjA9jQpuL0FZNWZ6NJqFhe3drHbCRogdxDc561Z1G9a4tX8qMAqcYz0rI8Nm2jsVlkkUXGCMHsMVnSX83mzWyxsyuxbzBVz95JhHR2RiTXjpeiKViEyd5PerMeoWay7YfvY5qjdWf9oXscUbusYPBxnJq9b6DDa3ZnkuBtj4YHvUaj21BJrWK3knlmzJu+WPvzWrbSQ6lD9mYCSQLuXHaq8OkW+ozh12IXY4yegFSw6XdeH9YiuGcPbn7xHpSaYJk/iprWHQYRCu2dFw5rIttPxa2cIiMs0ybzk9+Ks+K72C8j3p8yMwJCirllMkctles4UrDt2flRB7jd73CHw9HHG8d5EEQjqp71k2WnSPessTkrE/A9cVvPd2txevJLeugbkKOhPpVnSnhSRgsQLrlw1OdraBFa6mTelrrWIYSmwghSorZmtxJ4gjIbK20WfYGs+zIu/EpmfoCXP51oWr/wCj3N2W/wBc5x9BioersV0CS5kt71LuCYrPH8xYHpU+qeJdV1iaBfMQ264yqDgnuTV7wxYWWpadfG8liUyZAJIyBXP3GlyaWkzQTCQHhSvYUdbId+5u3WsqIobOHAK8nFdXoEdt9kSRHV70klVJ4FeUabBLc3qkS7DnDE121pM2hyjezMjfxZ5q+XS5LetjrruKSe5SJSJJn/1o52IMV5n4itJNO1iaN3UGPlWU9M11t94mkTRZV01gZWYsZc/dz/WuWtlS4eZ9TJnMy5yT3pLyEU9NeKT995pLZyXbnP41u2utS2Ikd0JXHy7e9YuoTxWti1tb2u23X06k+9SaDc3JaI3EZMJPGRxispq7Li7aGoj3Gplbu9by4if3cXdq6/w4qRM7yMqsRhUHYVmW5tb6cxFtsiDhenHWo0Cx+Z85Q5xgelKK10G3pqdTd35UlY5NpHfGR+NQx6glxbvFfxARkYLjkGs651RJrSHT7O3k2zJ88uOFx1/GublvbiycxOX8sHgNTd1rcSszbvfD/lkyQtutyMh15IrJSCSJtrSFgDxvqzp/ic2iNI+ZIScFOwrZMNlr1p9o09gJOpQ1i0+hqnbchi84RACCEe9Xra3McTStNGpYVkLa3sBZWRsj1prpcEIpJx6elTcqxdvkKSxSxzBiKa15dS2JUvtXvntSrZtMUDZP41ZuLSKG3KSnbEPmYk0lqJmNa2oVX1C+YCCPkZ71yGqavd+MNVFhZbksYjzjjcK6J9dg165m0tYCbBRgyDiq0k+n6SHSxRU4xkDk1rFW9SJal+DR9D/sc6Zc7Hk67u49q838X+GYdBCSW9wGWVjhO4FbR1RvPyhKl2wZD2FZPj2QSXds6SCSPy8Bh3NbQTW5jUStoePNG2QwIIxjFNT73sBxSqfmLE8CmoSQSema7CBVzvzTiPmUUijBApSuCxPakIdL99cU9+ZVUelMUbjux0NOXkhj70CA8nil6qPrQpw2faj+tIBw5jNIo/dGlUYXNOx8uKAFA+QDFPAO0Z+lKqFuB61vR+GLqTTzdId4UbmA7UXsI6bw9YSaloU0Sn7iB1z7f/qqTSdRurcNcXF7HGsbbBDgZOPwpfh9rVrbXf2a+YJG42hjWhq3gEXOpSX1jdI4Zt6qp4rJvWxotrlnTNeivWm2lnJflWOc1dmSMmW4MWzCE5A9qztD0t9Iluzcwb2f7hA4zSfbb20S905nXAXc+efy/Kh6FLYyNPtRe3ghcHa2WOO9dFBoemrY+W0J8wn5yR1HpWb4XgluNTJUABV5zXYJaySXU6unyInJHSs27DSucxrPiaLTpjZafp4AQDbsX2rnxa3mvJdS3ExgeLDbWPJre1RNgJiC+ZygYjpXHXsmo6RcrcMWm83jPahu4rNHZvpOnp4fhup9RJkbAaJOoHesq2On2nnXOmxIfJ+YhzksOn9awhZapfiEfPCsgJZn4UVBDo+opqMkel3MciMuJGHT6UX8h2uW5L0yXEF8jFDuO3YOfwrU0a40dpZJry8nW6nJUvI3yrxxxmrWoXN9p9vpzPHbSzY2gRpjb255rO164W90+00qW3EU6SB3kQdenf8ACndbhtozYCWFqLqO61HzYdm2Jk4z3rW06GwPheKSxuAdRC7iGPKn2rkm0XfZh4pAfLYAhz96rfl3MOg3FwkUcEwOBtfmi63F5Gd4h1HUZLC0tZWkmaInHuKdotzqN1ZtII5ElVwY2zgKBVK3W9MjTeaZPKjy+/nB9KrN4pljQxICqdwpxWM5SveJpTVNL32dNrOp3d7o07NcPdPv2tuNcg+i3c7kLbFJdudvWt7wpq0N/qT208ClHXCjPQ+taJ1i3i8Q3ccYVHX7pzx9KUlJK+5UeSpJdNCh4asIra1k/tO3czZwiY9qn8RNL/wjyvGgUFsMuOgqw0y3YNy6Yct1ZuKpaxq6eRPBLKu7jaAOCKLqXu9iVCcItyWjOWvZbJ9LSKNGM4brjrS2ulPKsbIw3N/D1x9a6RX8NrBGoVpbkjkAVPpl1DaSMyWgLtkLkdqIxfQJQV1f8A8NaNc3F6yhwshTaMHBxVjWIYnlbT7h5GkjGcjnFSzwXlpeRXH2fY7Rh8I5zg1QurLVoZEnkicRO2/n7zfjVcjWrC948qOcuftLW5jlj3RRkgMeDVa3v57VsQyOh7jNauoTvM6xyRbFR9zYFTuum3fEY8ojqzd6htrdDdG/wsdoujya1HNeXN06gHsetT3nhddQ1a00uzH76Qbnl7Acf41BYSPb2r/ZxIUGR8pHNaHh3xmmlG5nlgM1yy+WvHKilC/Nqy5cvs0raly48ECxtGjl16NXjU/ImK5XR7q8tLyeCBfNQgqSfTPatSSWW4tZJZM77iTADdcU+W3GjvsFvL5jAbGPetlZu5jKLja7Ltj4ftL62lhfctw772LHBPsK05xcaLLa2U6qJlIWPzOVT3qhbWN1fXsMd9KYWEZdSo5PSlvrmVIzcXMhkVDkFjk1dhdS9eajbNfxR3sQdlkDO8Q4YYNXdOtnmaRIrGf7LOxIk2dB9a5mbXpLm2TyY1TJ28LkmtESalHbRRm9nh2pvwwwAPypcyuPYim0y0g8RQ20tw9zBHG0jqTwG5xUGktpd1q1y13DJs3fIADkCslbqOa5mmkkYsrbWZTyR61r2Grad4evVlTdeLcRlVXAyre9O6JuXNeudMhS1NvC1vbNIVVkPOBjr+dSXEbXMccmn3zuEUAhwOv5VW1TTE1bQrJW/wBGnYkn5s56VtppVvo8kdyrHyVUB4+uT609EMjSGW3eG2le3ee5Aj3EcDI+lS2FzHomsy219bfaEibC+X03etc3carO/iOBprcKm7MCsOvvXR6rDPZSSyDE9zMPMBByOaL3Hoiqt7c3up3j2/yxyOAExyBxVnUbCbDFQWBXGCfu1V0l5ZNLZxaAzvJktuA20+71Z2tlt5VEaoSSQeW+tJ2BM4M2+s2msPCGLoeRz2ro9KuLkOUlFzC4PB5K4qxaSpca0rDYVVOg6k11n9o2UE0Vj9kE0z8nH8GfWkmh7nA+JluLnTbhxlnOMgelaPgb4ZDXNKt9SubuaHzZNqqD16f41D4lvBoslykgDZPA+tdV4M+IRtNCtLSDSWkSMZLf4VpFrqRK/Qj1DwraWniVNHBJiRAWfucjNaB8IaQCNsbEbecmuX8RfEeyuPEx1CC1dHRNoVz1YcVn2vxD1C/3zLbFUT77KOAKUtxJaam7r+iadYW6TWq/ecKw/Gs+80/S/s2yIfvuo5qpeeJf7S05wIyQCGD9OlOsdGur+zjufOjVpD93PIGaErhoQWdmIxamVvlcksPQcVW8NeGLXVNXvzfQFtkuFB4wMCugfw49pBJJd3i5QfIoPNZOmXt8NWuTBKEjiwXJHWiwI0te0iz0W2iihiEalwTQnh+x8lb97cyB5Qir6/hTLxtR1bSDd3Kp8s21B/e9DWhZ3l4t/bWhWJmgy5UHgdKTXcpWMCe2iPiW3tXUJF5uSD2AXNd5JfW0F9ZXccalIgdoC+uP8K4aB/P8WidiFC7m59cGulv5VimEcksbHaDhSO4zVK6EzbsrwSeIW1qWeMQwxFFjx16/41y9p4jEOo3VxLFvWaRiPpmqd+Z7jdb2m4sVLEL2ArJEV3ESpjLYHbmn1BHVf8JTppWSQ2pV2O0Kf51p6Hrax6rHdrHvjZSu0dvevPJp2MiB4R8vB4xmuu0YgR27qgCDdn9KT1Wo7W2N1L43mqahdAxRr90Kw5IxXJ3gmkkuJorhtpG4jOce1adnGbi3nuXikVZHba5HBAFQLbotnCqyK8rSD2xUXG7WH6/fNc2On2MDiObGZGK4NZTQSwkyOSy8bWHXiuguZYf+EoKzNGqpBySM5PNZ+o3PkWvmQwfu5MlWYcdccU3IlLsUHnuLiBUDEoOcY5q4l2ZraG0UlpAcZNW/Ceo2s175OorFHH03HsK0L/QIri/mk059kK8hqLp7FJtKxmTILe3MDojkEcmsTWvDdhqJjnHD4IIFatzZ6hYyf6TG7xNyGqB2ST/UvjPQelNtoIqL3PONQ8LahZuXWIyxA8Fewqz4ZhcatEGG0jsa9FtROuVZC+fQUzU9JS0jjv3tgh6jHXNLmE4a6F65L2tvHMrjcR0BpzS3U1orsxCuKxLK9n1CyLSR421vQNs06PBDPtyFPbmrTuriatoV7eybzcOCQeea6cWGlTLH5biOQjlc1z1zqga3S3QAyjq6/wAqoypO00DQFzIMkgdSKaYmjo7nSFaVorVXkYj5gOhFZc3hWObLyW3lnGMbcVJpXiS/s5JJNnIG07hzWv8A8J558TwzQopIxk1a5baktSvockfBlolvIzt145PJrNuPAWkw2+Wk5Jz61117cx30aIj+WcetZ0dtMl0qzYki69ahsq19zF0TQ7fTfMMPRhjdWvb6cfPVh8wPf0q2yLLBIqL5eOlbemQ289kEZgHA+nNLcexVk02REDxncGAGAaqXMEzziJAQK6eCySyVvMclSuRz0qhHeW5vI4MFtxw1c9R62NoIy5A8NlLAq/vH6tVbT9MdfmLMc11F5ZxB/wB2uAOvtVL7REpCJ1P8QqVsNiw26QQbXGagkhVpfnTOPu+lb9nZC6g3t9xRn3NV9RtEtwyMwUMuUrVUtLkOfQ5y6u0QEFgWHAHYViz3Ess23PHrUjoxkfceAetULu78pGAxn1qkkhai3l8saDcdzDpXO3N9Mx2sTzU8zfaZQFzjrWlDp0TxqzKPMxwaQEOm3EkcOHTLfwnNLOzSuWkY7ugFTttjcJGm6Qd+wqKaKbIZ2UE9NvaqUugW6iwMyIwL4GMnmr7XyXti0MjIzhcAAYqtDCjWTxhSe+T1JqhZWjwTtI5JHYelDTJuiaytWuI5Y4VWF41xv7kZrVeeSFIoigdNuDt6k1nx3ht0bbEC5z8xqu13dLIJYy4x04osI2dTZ7o2QtHMcap82OvGSa19CktptThLz+XtKr83H41ylrqjLK3nSlcqQDt7mrcG2VH3zqWkAGScU1uJnpniLXtUa9ubHTbRLy0aDaXXnDHOea4We31DS0G5HikcZOB79Km0mwj0nbdLftvD7gobIxWhruupqOnR2wlVrh5clsduK0exC3MxdXkuI3tZRGswTO/HNULm0uJY2Z3VVHRhUcKwJqbo3zOv/LTtSXd4XguC5/dZIAFZ7mish2m21w+77KjyuOo9afqUF7JbKJLZoWXrkVpaHrKWOnrcxR7GGApI7d69Ct9f0PXNM33EQkhVf3rlPlU/Wp5b6Jg3Z3Z5VolmbwskoKoBjf2FadzpaxYjt5w/GD6Gt3xRoOmQ6Or6HP5TtljtbiuTtJ7zSo0nuQk3HGKVuUd+Y03WGxewUwpbtGmDj+I8c0lzpWlf2NfXE582Uv8AKVPQ8YqldeI7HWp0XYI5EHzZqjZfaNQ1Q2ZcR2uQSSeB71UZXFOJVsLj7BL5ckDPleo7Cte51C31HRntYXZJhwGbOa277w1Fo902Z/P3RZDY4Fc/ZWP2jUYYYwCzPknHah72EtVcp2kcNm2x2Vsdn71r20VhNI09wwyFACZ4rM8R+F7hvERhgk+8gzntRbeG2sLclpw+Tjk96m3QtPqaGoWlm9p5kCKORgY60wyTR2/mK6hQuPeiWEaeoNx+7z9wHvWdezN5TY6MadguX9HRvsl5cqfmI2Kfc1pX8ctho6hI9xXCfjUFiq21haxE/fJlb6c1aW9muZVtZY/3eQ9KzvcL6FOGRYrdVhH7wj5lB7mr4jl8oxsV34HGazrux+xO+oZJjZsDB6e1U7q4c5u/PKQ45Xd0qtgtc1Z7GOxiL+aA55J9KbcX15fwwpIfLgUcueC/0pnhzT7fV71767vA9tHjbGT/ADrZ1Mvr1tNDpFqXS2GTNj5R9PWjckyRfw2TpaBxiQYCDqatRQPHa+a0J9g3WsLRbaKDW7d5pgZN3zmT+GvWJrbS9QhgvY5hJCGEbnoKFqgd4vU843vFP5THKynlTXSS20Ys4LgEgJ2HajXtO0y3vC1pcCeUDcY1OdtGnwT6navAqFgwyEU8j61KTTsNtPUzZL37LqEF1agF+jkn71LqfiyK6H2W3gAlIwxHUms/xG22ePTYrXyJIRtc9SxqjpujmBt8x+Y84pPR3GvM6bwpqt1BN5F5OBC5wPau1vNNivYN09usiEcMBzXn7QebabE4dfuYrodM16+0SyxrKsoIHl5HJFJrS4KWpv6dY6XaaabJ4YzFks29c5yc81yNnqdrZeL7m005tltjC46bvan6p4sM8cgitsMw+U/1ri9MBOtxmRypJ5b3qXJ2sxqOt0enJ4kEpks78bM8CRR0rL1Cwvof3sEzTwHoymnz6YbmxExK+avBOetV7bUYtHB868BH/PNeawabZsmlsW9IgvXbzZpXjhj5LMa53xb4pfUZzp1i58rO13H8VQ+JfGEt+PstlJthxhyDWX4csxd6ojMMpH8zZrSMeVEyfMzWtIZ9L05IIgqyTYZyeML/AJNZtyu61uL2BhcGIkOqcitHxe9xe6fLHZBd54OGwQtcHaard6NYXEIYh5CVeNh2rojFLcwlJmxY3S6jYh8kSIx3D0o8Qwm60BLgfehfDfj/APqrH8MS3kV6/wDo7NDNwxx0966+2tBfSXGlTZWOUfKfemyVqjwOLm3LH1p+cRgjpmkUYhCdTnNKDlMe9dAhe6kUoJKMT3pEb5Wz06U5R+75PfpSExQcDjuKUcYHpSDHmKuO9OGBKxoEB6n6UvakHHJpQOhNIBw6qOwpy9W9jxTBn5jT85XjuaBMmjbB49a9I8G6hFJG0Mz/ACyDaw9DXnI2hq0dKu5LS7RlOBuGRSaugi7M67U/A+qfbWGnRGSMnKEVnO2ueHbiNbszxHPRuhr17w1ryw2EkroC6R/eNeXeL/Fs/ie7QTxIghYgFR1rNXb1KnaOqO20i5TxBDbmJmDkYcHvRr+ix2FlPeliWdQD61l/D+dVgbycGaPJGa1/EklyPD6eeQzOc8VNnr5FqV7HOaNcfZBcSoTnaOK27TxaYLZ48oHbrvPWsSwWOHTbuQkBiMc1hzW73ojhjYKc5Z6hpPc2itLo6LVNaRInuJYhuwW2rXKW/iP7fMpBQiMkojDpW1qcNpa2kcRmE0ojwzD1q5oui+HNL0xbvUlDfaZMAqeV6VjThZuTLqzckkRwx6RqlvbSX+oSefu/eIDjj0FTt5J8uw0eF4rZmI+0EdSO1VbnwGY/E8d5Yz+Xp7DerSHI+ldJph+3eJIdJDKIly5eNcAGujdGGxzltpCzTxyebNK0RYsOTkg1B9km1G9u7yaRYlichY8c4rfm8RTeHJPltU8lZWjd+55JrIurq2uvNukfas7k49KGlshXuxmqSLLYxqkq4dS8rRjG0joP0rC03Tb9k+1TziS2L7gjHqBW3beJtM09BafYJ55gm1/kOP5UimW+aS5lhFnbxqSiHqfwoW2pT30Mu/vJ01WdbC1HkyLnaOnNZKeH4EuSdTu/IQkk7OcV0NtDa3jrMtw6RGPJzxk1BBpUSJJJeThg8g8sE54z1osK1yjp9zYaHfCSxhlndeQzqcEVNLbSXSnWFs3jSfHlAnlia6ia3sm8P3NyJEeZSIkAQDHStOxtrOfTkjYlhDCAsQ9QOtFgOYt/Dl6qyTarMLWMruiTOd3FJoOn6FqXF9OuC7JI5blQD2Faiabq2oSTCO4U2wG3DHccVneH/DVhbi/mvJmYq5EWw8sc0W7Be+5YudOj0WfOm2ttLGU+WVsZxVTT4b6GzuLqZEdpuFIH3eaL1ntZCotXSRxtQNk4Nb+jWMFtpEUFxNvnnfPJxtFOwcxr/DuBp57ptSEMgEBUGQ4ORjA5rD1BJbrWvLQO1khwNhHBzUs1sLO4lFndsgI+bJ61ysmo3xujHaXixoCcsR1pt9CbamhPpKj7QGXhnx83060y38JafHbwSzXZbBBkGetNtra7e4+zNctLNOctzwFAz/SrMEECTrHJbuwDnkjIwKmKtoaTlzEcGjCbxHJp1k5+zRx7iQT3zVXxB4Wk0WFrlF+cnIrrNCvLOIajqJtp433bFdFJUgdulaJisfFSuLu+SHA+UE45puOhCbOC0DVJDqFu15Y/aYY13HaM1teIdZi1udI7UxxR5H3zytS39jF4aspCbhJY84TbjmvNRebL3c5bazcgVCiorQtylLVnoFyZNKJaKRrueVBErg5C5x0rK1TT7q30K9mkZ2jRtmWxjNbGhWceroJILry9jARqR7cmqHiG6vrvTb7Tyym0tpvmkXjc3P8AhTv2IZmeFNRtbbVLZtQAEAxyeg5rufGWqafqMt0yMATbhIFQdQQK8rSw/d/68b1P3W4xU41G5snbfcGQoRtBGeMVlZrUq90k9is8bW4AWN1LD5jVeCSd5JEjXfJjCHH3a34PEJvJJEnVUgC7XbbyR3xUGmeG9WuLqS8sQBZMcqzEZ20Qi2TJJP3XoM0STW5hN506/uj/ABNggVoanqfkWfF881wBkqOlababBo9tJcgi5mlxvRW4WqC6KJ4PtfkgStJkxg9F9K0cWWnb5i6LqV3rBgupbNgifuxOw4H0rXhsZJtaeF9Q27lL4ZugH/66NNknt4/stxGItNQ5AHGDVR57D7Lql9CSZVOyMvz+VWtVqTtsZupXd3YEiyeSVcFmCMcCsiLV7tyJLlXCNwQwrY+221uIYy2C6ZYJySfetCC6VtY061eOICX94wKdAD/9apCzY3S4IbeWzmll8ppwSMde1X38VJoupSK6JOpI3SgdRWnf28N14tluEscxJFt2qwwM45rBfwXdPG0gwolO5VY9Kbv0JlJoj8Ry2fixTPbOqyZAC16Jo+l2+n+HtFtpII451iAkfIO7gV5T/ZdzpVwdyYToSPWux0+W3v5bOM3tzHGIvmLufvcdOaaegJ3WpS1rwXZxeJ/O4kt5lLbc/dPNMj0m30+yvYFkjXzV4Ue9XtbgsIljkttTkki84Lkvzjj3qWy07RZLN7macSYkCAF8k+9Ckm7FSTjG5mXlnaw+DPKREE+Btx1atfQtNtpDanz4osRbSGboeuaq3q6JFHeQRbRKgKo+cgmsu1fTkSNWlcyBhuAyc/lRJ8u2ooLm8jdi0+zh1yaa7vYptr/KCc5FV4bO3OoanHHLGILnG3HbGavLd6LFMyfZ2wEyHKNkkjpXNS6tJbyrBb2j5IOSRzg0NuLVtQjaV+bQ6a5hhXw5Hp0EoIRwylBz171V+wQ20k11DOyzSRhSx9azrCdlid5H8vawAXucmtLVEdZbVR86vywQ9B703K+4rGVolqq39xNcbCxUBC/TOTmtPyPtV5Ixs0dOAGVqotphNiJBJMzgktgVHp1vcpFPceedq8BD1pMasdFY6RPBa311aBRJKBAFPJCnOTWbeaXf6dA80QJJ+8VHar+n6fq6z28iO0aOmSSDgsecZqd0vrcTtPggKWc1fTQXU5qGyjlmL+XngMQfWt1nmhtnmDxrFDEWKKOckf8A1qzoUBuSHlMKkZHHWrc1o8emXLLL5pcALSA0c3dh4biV0UqsRcgg9yazodtxb28r2xDAjKjqeK0mt7vZDY3l2UQ7A+/oBmr91ZiyZBaXUMwAJ3DtxS6gciklmNZ1IT7y+zZHnnb1q/rLxpoFpDMANoJT9axLeO4kN9eKoaMz7C2cc5NXPFF819c2en+XhkQfd6fU0t0UtzkmlLMwwGbOcCu78Gz3JtZFIO0jqfQVzF54fktGB5IPAI713GgQix09EYceWB+JHNRCOpUnodLcXifZ4TcwboyMcVzmp6NYuGu4R5adRmujt4ortdqBiQOnpXOeLriK10xYEbMjEg4PStE9dSWkYdvffZiVWXJAz0zTNY1CTUbSONs4XrjpVfw6JHeWW4KqmDgMKnkFrK4C/Jn26mqeqFrcz9Midd8Svkbc9a7O68Kvp3hMalJdE3EigiMDgA1ytmhkuWOFVAcZHeuyufEMtxpS6ZdKvlIgAI6tjpRFKKsKTbOK0yDytPmuGO5o2+UE9cmtGG4vLWTzQg+ZdoKnOAasPo00OmrP5f7mQ8c1NFGbeKBZkw0hCp70kmim0Zcs8UTHJbd34qSFbaW0k80o8jHKn0FbM0METfZjb73Iy5ApV0mzisZJwm116A1T2EtzN0tokz50e4KepNak7WDFOWQkZ4PWucljlkkIXjPTFSQWt2swEh3Ioyc9qLB5lhHLX7qrtsJ+UGuh023Dz+WWGRzjFYZMEJjkc7cnqe9dNa2DToL5JVSMDBweTUobLskqwTCGZQylc5BquZ9MtWW6a3ZSehI6VSeNmuEWJXZs9TVTxLdLHZC2dwkuehrKUVcuMtDUtkikM0ouTIJTwD2rMvbiO2lMYALD9KoWF+llZqx3SMuDjtTby5/tJ/Pjj2seqiqcLCUjrbDX7aLSAVIEycNnuK5u/wBY83PnudoPHPNY8t0YAVAG7+VZctw07YJyavmbViWkmXLi9SRSEOAfWq72i3lsF3BMDrUETKMjbvboR2q2RJ9nMagICKhlIpDyLUFRguOppq3Mz4BBC+tSpHHkDy97g96tiykZ1Yx5ViAFFNQfUbkuhXSN5X8qFWJPcVak02e0jQuu5jxg9q2ZbqHSXFrLb7ZAAwIHNSS6kupQvvQLtGV9TTuloibN6nORxiAMJ7sB2Jwg7CqmgymPWpVvPMkt2+6T0qaKykuLxsLkgbue3OKuSQpp5nL7JJNqkMDS1eoupY1D7JHMPLA2t0U1TuHiMSssvy9Aq84qqbrz7nf5QcgfKecVbZh5Kr9mTcxy2D0oSBsHSzXS2neeIkdj1JrAv7l4baGTywHc8AHtWpeW1sZRAsYy+DnsDT5/D9xfvG6lXZBwuaNRMz0Mr2wYO/mcZUGoItQWK42rKGfphu1a1vpt3YSGa8gAOcKoFZeuC1kjFxb27CfdlmA4FLmaBxdrouf2qPO8nYhbGTntTZrmG4h+zlCue4rPWC3toUunbJccnNLHcRXALRMARRz9x8ul76npt7HoN7pFqmmXEcLwJmRHH36o6e87KumQuBaTPufH5151NdTQMQxx3GDV3TPEFxb5aNzuPAJq1NGfkzvdcu4o7I2ls2MvtLE9KwmtHWRUSbzI8ZJzwKxb6d7u2Mc5kBA3cnqag03VZrOJoJ4vNjcbc5pSvctaGhr1jZx2/wBut90b9CQOpqXw/wCc1rhoi7PjLCkGoWd5praf+9aR+UyMBa6DQ7HyNNaCR8TFeCO2aSVtRlqbWBdWphuXIfbtDNxWn4e0mGwi+2TEeZjKk9hVf7JHfNDZRxgrFgyS49+lReIbuWOSOziJSFUyxHcdKe5O2hna9cC81ZpUk+XoCpqg+nT3Cb1kbC8jnvVXeQ2eoHStnTrl1tJXJGBwAfWhwu7opS0syprltPcrYLcElkAJPtiqGrCIui25yuMfjVyY3upl5xN+6QFeKo6PbZu0VjuWIbiTRsg3LrCS6dLaDO8qsa4/A06Wd9LvWill3Sp8p5rU0tora7eU4zGhI/3jkCuG1qa5m1xkOMMcs2fWpukhmrquo3E0SKXJtw+4qtVdQ0+4v7RHt3wnXbnrWLcXUtte+THLvXuK6yxhmfTY7nayKRwT3prUT00MbRdL1BHdWZ0jJw6hscV614S1O10cGxmKxwsMknsa4GMbY2MjuqnuprQ06S1nR47tgY9pIbuD2p2E9i3r1vo11rhuLGYxwl/3rDp+FU5tTg08zwRTyNZqcqp43H6U2R7e0slYx/vHf5GPYVg3kMj3Xn3bF3J/dxp3+tHmJvSzO18KeGJdZaTUbotbWx6npuFdJJr1lpVubDQLdPl4aZh8ufX3rDvfEt3fafb6dbRC0gEYD47+1JYwyyARRxmRsdAOtUhMzLkyy3rSyEyTyHLOepoEgDBSefSpLlp47p4zGUdTg57Vk3OqWliWLMJJ/T0pS1GtDbjkMB82RgqjkDNP1jxf/adiLI26SFT8spHIFcNLf3uo3Qy5KNxhT0rdOm2sFj541BCQuSvofzqObS0S0k3eRPNDjTFut7Eg4I9RTLK3F8VkSIcN0FSJPaDSwktzvDngL2p2gXFuHmSNjlm2Kaz3NNkb9pbXWu3ctkkxhtYcLle5rmdV0B9N137JdSM8Tn5HJr1XRdKj02FbdNxwxLO3c1g+PbVRpST7BvWYBW71fIkjHnd7nG3VvpMKG3iibzVGS3rS6bfiO0llRBEzDp6AUttZm7Aj48yV8Bh1xzVHxFp0kYe1tywwPmI9KUI8zLlKxgateX0V79uhuA6scbVNY2qXF1NMLi5i2bunHWov9J0+4Rp0YIr8Z712c9nFq2lhlA2yYYHuvtWplY5228SXw8tI8Kq9do6iunt4dbvU+0WqpFhd2/PJqfSdDsIbSRfJLzEcE1u6dp0kbbJdyxBcgKaLp7hZo+cB159KReWbPQUq9AT1NBwN/qa3EKoypHrQDmUClXhgvtREPnYmkIkQHzQ3GBRtLOMCkzknFPJwoI9KQhrDHHenY4yT0pWwVTnJpAMx5oAB9w+9OTlAMcU3B2ge9OH3ePWgCVR0JrT0y3+06nBF/CWGfoOazVHAHvXTeEbQ3WtRKAeDjj34oJseo2UCQ+H5Q42CUEKfYcCuKm0DTRbmVndJG6Ad69O17T2bQBHAoHkAFiT7V5xqSyG6sYraN5JVTeygdelYu/MXK3U0PC1h/ZYd5RJ8/Re5rS8SXonsB/yzRGChKbEWMqSmUFto49KzNYlZoVRupkJ/nSt1NFotCw2reH5NKS0+yyR3Y5eUn5W/WuLu7q5maf7GuYo/vEHGK6ODRJ7q1V0jDIe5rGT+y7G7ksJftHns3zKmSG9sUn7wk30NPwz4ZuNeRBHIdxQuzN0UCqOv216kEFnagyoTuGPauglvVW1VdPiNm6ps+Xgv9RVHT/DkCfaZry/m81Uyip0HXNFtCgtL7xDNp0dtcqDEOFLNjFbGl2MVqHlu9YWFwgO2Lg59M1n6L4cg1KWWQ3V68aAsig4z79Klu9H0rTrOO4a4ee8csdjHgc8A0JWWgivdPZWt09xIftAHKoxyWNGn6/pkK3C3umOXcfKxH3Pwqxbx6RZrA2psXmmO5mQZCegFWX+wXD30klqS2wNG/YAYxT6j06mFbXtnaSyOkUksrnPzpzWhAqXkBlnnbdJwVKcKPQVEt5KxM6jy229k7Vp2NxeSzwWsECkYZvnXnOO9AarU5u+Ejp9litZFggyCyrjIrV0CxtpZIJPI3LGAcSPiul0rSZ9Rn1NLu7RYY4N7qmOvHFc3dTHSrZGVEd5EAUDND93UDU1dJbQW00OnwlHkJK7gQeDyayYX1C61FhF5NvFIuCc5q6rajqk8VtGFLRRFigz05qxaa3fWT/Z4NItpWXhmk7fpTQivNavZWjzRalz8qFEHHJ5qqmhQC5klXVGhSMBwp/iP5VJex3VxOhkVIg252SIZwRjFFxbS3epJAyrbpsAZnHTvk0adQIL/AFSWG8huzJDcMudoKjn9KZJrEV5ewYtXaZcuwToOKmuY4Dd/ZzaQziNdilMAvnuPyosLnTrDWLxZoJIXjiCDHbOe+KBFbWb+3uLdhaylJQu3cRjBzzRoegSy2zwRoL9nAO8dUA6itnSbfRJrmOSMJN5r+WVbovcmnC3vLXV72fQ7uKCKNtixE9ccE0rDMnT/ALbcastraQMszqU2yKQQB1roNOlwl5btGQ8CnceMg1hRarf21+J7lQsiltjRdcmkNyUsr66MzLM/qeWJIouykrnYeHmOleFbYSmJ5rx92x/eud126s7vWituiLBEvztHx81UYo9WvJLGcKDaWygl2GB06Vc0e1trxrWOSEwmSRnmlL/KQAOAKd2R1Obur6ynl+yvJLgnCluQKuw+E1s4TqEnlypnYvfJPbFWbpob+W4itIItkU5QepA961rfWra0soIJ7ZswTb9o53Go1v5Gmliawj0aO3E0P7mVEOfkxzVC300rZbZts0c8xkG05JJJPP51BrV048POzDBuH3KUHKrkVzelXJnltbO3u5Q7z8gt0ABp31J62O2utKVGikutK8yEsCxyMkelc3qdhZahdNLY6dJDbiQByewrZ1i11OXUoIIbqf7MSTIwc/KKpvcR2drdRJPI3ISNdx+ck02hKxmar4ZtLV4jiVI5F3BycDFQyXz2Vk0GnzTSxRp8zZwv0rYu7W7v7KJNRk3GFQwQngL6VcWSxvp4dO0+ON0Iyc8LiiyA5SLVDBH9kktvNUDzH8vnn3qaXVpvsMclrYvEJDhWI+8a24J9J03UrmAzlJd21gi5GMfSpPtETXdrOCDZxPlYNvUjvSbGtdDPsRcXRKXqyKu9XAHfGOP0qWZre61NLCECKF33PuHA471ee6utUW3kt7YW0LTYMh79OKfplv8AaNX1EXEC7YlwpA+8cDmmGhQPhu2j1eS2gnh37N/m5yB7Vdj0l4763u7mEl/JKoykc9cd60Lzw4sdjY6gRgSSKpA44AOazrDUI/8AhKILW6hkaEjAw2ABTasK+g20kmt7a/lklYXrNtjBPaui8Pw6nq+l3VxdeXstEzuVuvBz29qxmbTV1K4WRWdTJhAHxtFYev6wFM9npDzQocoxJ+9U7MpoWRdRvtbuo2X/AEVRxn0p0cczq+JERIOm7vVnwhpN/wDZxcXbSM8vysG7U+bT/ttzPaRbkcdCOn409o6ism9Cofs8cdjLPIrxqfnANQahJ/aP2i9tYWgtFIVMfxdKsr4esYYZ2vbpgVO1UBPNact3FObHT7O3MUKnBLLgGoT5YWbCUeaWxzllAHlaabP2eIbmz3rc0fMYaY2sQhZwI2YAnmtPWbCxs0WMAeZOACO3AqkdLae5V47pbe0jIC/WlaxUU0i9ZMV1i5juXG0LuXKjpU8tr9vIuI4zFDyhc8E+lVri5tBeRXMBWeWL5Wz0PFYOq+IdQOpxqx2w5yFHApNvdFpx+Fm1pUDWttcW9xbpsdv9awyxHtXQW32eyh8427NHEu5mYfw9KqWuoWRtLaLzU86UZx1PtVbX7y5htmjMi/N+7MQ6461cZXV2RKKi7IW61G1u1juNPkWNN3zCsGO4N5qJnAJhRsHacbj603UXRLW2lNi0KhAiKpwG9zVqGwWC1t9qldnzFgetZ1J20RtQpqXvNbHpfh+W2ubK4hefdZLGHBcgMjd8frWbr17BLo9tbrGC7sA8ijl1rzE/alnWKaaSITzA57bc9K6+Qfb9bFgkrm0hgyWHrxWsJaanPPWWhQ1LUdOkkaJ8rcKgWNAPU4/lT7SDcscCt5e5gM9e3WqENpFpl6ZJImuGZxt4zkZq5eMXmiW3DQtIS3+6OapMVjpNW0wQafHfR6tHN5Y3Or+3PrXLw6vDNDLObZtzAhWU96mvLZ4dNaGSZ52lACxitjSbWwsfCmoPLD5l1IpWLjhTil1AwIL2y03w3EWVrhzcGSSJevU1PpdpBrs0mqqrx+Z8qRnsB/8ArrHXQpo7KOeO4LSty8ZORV+zXUNNt4o0mVN5J+lVZrcm93odhd2aC2RGRdzAKvfmqd5cW2lQxLcblUcMw7GsmCXUJpyJbnIUbt1OurCe/wDmluN+fWhJpaFt6l268Y2unW5XTXM0soxuxjbXGSl55FlmkZi77mU9RmujGi21vGDIAxAya5z7XNNqEFpbwIVZssT1oUdbsG9DavLTTnsZPs14RKEA2bhncR6ViRW0gurcSyMSXIJpniK2i02aS+Q4kUgFQfasey8RSXV2iY3KOhHWhLoSrs9FtNBhGlrepchSzNmMc8ZNVr6YNaxAKFMZwOeSKr2t1EmmrGxkVhknB4x1rJuZJ7py1sVVEH3T1am3YEdxf6nHeeGbaBMBlODSW7PA1tcX0AeSIDyxnjGK46OSVNhZwueQPSvQII9F1HSnm+0FbmGHlS3BNCYNCWph1C/kusbUb5ean1SXTnubCxSUGEzBpSfT0qjY6hbW+mRxbkBVecetconm3cpbceJCTzik5aWBR1ueo3eg6LLL5kKQ4I6I/T9aw/EOhw6Lpn263JeRuqZyMVzHmSRYjV5PU4Y1NNfXS2AQu8pZgoD8gVKetynsWAiXdoPtESMBg46GtS0voIYfsyI2EXJTOazITdLACVGc1esV+0XjM8WxyuN3rQwRo29zcXksZSFYVbKhscg1S1LS7GS586Z2muB2PODT2vRaSFS27kHj1FRefNIS6xHc3fFarl6Ee9fUP7HMsbceVn7oNV20yHT0xCfMlb7xPYVaEWoOpKBvqe1Ubh1gjzcStv6HHeiW1wi9TBv9PbzXYHER5znpWYLUvuSE/L3etC7aW5fdIxitl6A9TVKe5My+Tb5RAccdxWaLFgmtLVjCFLkDk+9SNO0yNK5SGJeMmpNO0sOoypYnngcCn3+lSSWxtmZE3nO5v4apWJbdtBdMa3u4hJGyKgbDMxrQs5IfteWkLRK+Qy1h6LoqJviS4M4J5I4ArSltljhaKNyucqcU2gi+50d7Do99qqve3aoQgx8w+biuT1GCW3uZDDxDnEeD1FYuq+GLyZ7KRJpPlOHJY9O39K6cSQR6GYnkVposjHc0mkxp2MuwCRhpJpXLsvIBIxV/TY7NZHe5V2jYYO7nJqWC0hhsYjPJiWSHcF9+TWcYJGmEThASQxJOe1ICujT6ZevbpAHjkJ8vB7Vat7K7usJG0au4JOTTLhJN6z/JtViOTiqMurQvqdtESQchQEzyc9KnRD1asbraWbBvKuJoiyQ+bkdSeMD9aqJFNHC10zmNd2M571avTNJqMUa22HwB+8PGMVFqJnmXfNGojRiSFPBP0psErjTdXEsRAlSUYwM1lx2coiaOZSxY9vSp1W0aNXHmL5fXbwDVq0vYEmw8hWMjA3DpSstxNvYyLjw/HdLhJCPbNZh8PXti+YcOvoa9JjsNLW3zHIJMDO7PNZdpHJLDNKVKBGOA3cU3FCR51cW0yyO1zGwwOMdq1NIWCeUKi4iHO5u5rR1Wdbu1nEVvIzAc4Q8VladJbJZwx+YykPlxiosrjVrnXaZoT+I9SFrAyxllOdx7Co9Y8F3mkyeQxTEY+8D96pbHUrbSNl5HLIJCdyZ4rbvvEt1qlq108cAKpyzf/qrVNClvocOLZ7NkLEDnqBWvFqN9bOpaNvLI6kVRiubrz4WeJHiZt2QOtdFIbmW0GQUDZwMcgZoTAs6b4qhgBSSIDceStT6lJb6kvmw3EaMq4KscE+1Y48P3s+2SCJZERC7n06VRk027jldThggySppgTtp8/aMsP9nmpLmLyIba1QESSHLCoonvrBRIfMTuNw4NOjuzLci4mIaQc59KdwNXUFXStDKIoDNx+NZuiqPsss7fec7R9KZrd7JqEMSL91Ovuaelwlnp8cIXL7f1NZz2sNGXNqjRfamkXaOSpz19K44yvNK8srvliSPmroNYkDgI2M52g9qtjRrCe2hiilBuMZYrzUtNg2+hxaSslypkyXPHXtXoUDMdNSKNDggEmsS40S1N7NBAzSPEgY59a3NNupIbFY5IVVHGDnrgVPLdlxlYdFYNqt2lnaSE4Xc2DWhP4avNP00XM7qATgc8kVY8J6ppdnrBldBErKQWb0rY1nVLXUn8xmAgB2xKOmPUitbaGbb5jjXupAgR8OP4SR0p8d1DGrSyLvnA4JHStm3sbO7jldRuZDhR2FZV1ZQQXPlh8knBHYUW7AJHczLaxXktyhDPzH3Ar0t9d0bQdKimtiheRM7j1z715TcacZj5SHnsM1BdWk8TCK4aQgDjNJSt0E43NHXvEdxrF1I9uBGrn5n6ZrkrqF4n+YlmPU1POkgjIyVVTxRaI91MFILH3rOTctylFbINLS4e5Xys4Xqa7qz8PvcWLSNhY+pLd6n8M+GEmQzN8qD7x7VoalqAnl/syyZRAg/eMP5UkikrKxyE0Sy3/wBmgh2RoOW7NV2wtWhvYUg/1itu46VPcTrEu5ICdvylwOKv6JZvBG1xKcu5z9BV7IGb114t1CwWNpERlUctiub8ReK7jWNOjt5IgimQMSPqKsPdRXN+6yxGWKNcEDuaq32nwT6TI0StHLniM9anmb0DlVjMsL5oL1HiySnrXQzTWerLlz5ch6/WuVt2FtMplU8DGDWg9xbC0d1yZs/KBRs7FWTje4s2iwXDtDceW0Y6NUqDTNEtVt0fzGJ4X3qoXLoGZjk9qZJZAkXEm0xg8ZNUyUjZTVRDB+6t1V8ZPeodQ1+4jigBG3ccZqpHcwGbEa7YwOXaue1K6ae5I3bgDwRU2CUuU8pGPMUdgOaQ8SH3NKeAW9qD9/P412GQ7/ltn0FEXIYe9KOPm7mhfljz3pMQqc7sdKcBkAeppqDaoFOXg++M0hC8EkDsKBnyfxoUYOe1Lg4UEY5oABgcdxTh1Io6v7U5Rh2pAPiBaT2Ar034YWsbaiGdec7s/SvNYDjJIzzmvWPCXiDQ7NkkYLbkxhWA9e5pS+HQIv3keqy6XDfFk3sARmQbuGGK5qSxsbHxDbvDw/ksijrk8VVbx5o0W+VLiRiONoHWuG1/xhLqGrQXVirRiEfL6k1M7OacCKXPGL9q7u/4HTy2xieYLEBMz9SOlYHiBjD9ni4LclsVY0jX7i7aQ3sZJwWDsCOaj1HE9/bR45KEkn8a2qunNc0VbyNIX2Y+x1qe1slhSMkAck9qwNNuIdP13+0pY/M/eZBIz+FXrp9tjPAjkO7bQ+Og5pul6U7RRo8qyRwjzWBHLH0/SuS1jTlV9CfVdVjubxbmS1kjMp+RlGMV0Gm3+ly6YILpJyAuconL/U1mW6i8ikmvHkiW3P7pVXgfj+NQPf3izR20NzI5kGAkYzx2qk0NotX+ranNaLNYKLKBT5eAMHbn2+tY9zHcIqT7NwJ4dh1NdXDbC60nyWsp0eMl5ZZO/wBOKwJzNdRSQXDOVPMQ4AUDjNAXuZra0qWi7bZZpgfvEdKm0vUdRuZHka3RgTyW6KB7VIdLto43j06J5p5EUs7nhDjmorbRb+C5gjXUFUyNhgv8qEm2LzNYX9zeK8SvHAsI3jCHJOelXIbjVknEguYd7jAO0f4Vjai97pt+Y4MXE2AGG0DFSQXn76I6hE0Sg5Ow9TTB67G9Ff3UOn30QnhFwcLIMYJBI9qy59LurqBY5ZY2Ea7t3TaBVTXXSeRTaK6Rl1JcjlsYq2LmFrZ0IuXnlwoAU4A79qT8wQmmamNM1N7q0M4xF5Rblhzkf1pZ54nff9olRzzlvzp2LKGcW/n+Um8Z3jGMVW1FFmvGAuEMTHAkJ7Ypj3NCBWewa4W8jeV3OMsAQo6UtxPNPqDO7Mi8b3XB4rM062E/nGaRVSFtqAD7wqRbYNfSRRTMP3nOWOMUBcsEXEk0UzgLGGPlFlIJqJdOkXz9U1KMPbSTbAq53SAE9KQ31zeyNBNM3lWqkrxwOtXINaurXTrVroQv5fMcbjoD3/lTsmidSO0ks4pImsIo41DsfKk69KgR57TdfXdkrwy79pDf7X0pmpLPJB9taCJA+WXYcE1BcOZ7e0hmaVI0Gdg785palNohijubx3kgnWJYycADkVr3zQ38NjYGMyLuDPKvLEDrU+mX9jYNcFi0gk52BM7f0qhPqEI1dJbQmBDGQeOcnPrRYSNC0sdPniks4b+e1JZsI/Axk47Vj3ME1pAYlnEiQKTvDc4rSTQrua2+3rqFs7ZzsY8n9KpTRTR2D281ohmupNpkVskr6ClZoelypCbOWCF/OaIbT04y2a6W00/S0TZOZZYxFl5Qf4jj3rD1Dw3q09n5htdturBY2Ixii4t7rT4I7dpcYGeOppoTRpC3+2SzRRziK2C+RE8iAjJyD+PNYVj4dj0m/V4iLq5RzsI6HitO3juYtPKT3I8oZfY3c1T1PUBaLC9rH5bZ249TUysPlvqWlvbuOSdbiZY5HOwxnnA71ct9OF1M97DGhjEYRASM5ycnH41y7XTXd1FEqncctI4Oe9dfpthGjSXXnSOoKkEEgD8KPmLYgW7ghvZobwSIrQ+WGxnnIrDMFvHq/wDo7zrGqjkjBz+Fb872N9M7eaXkQnaFOMnHFQaQrf2kZdUBEhjO1U7kdKGmF+5TmjstMjM93ZSG5kI2yMo5z0qD/Q7ncbm7+ytsyqnjJzTJL/UNXu1j1HcyK4MYzgnB4qbV4YvtTPdQnzBFhV9DTvfYETajewWOiRizlmZlORzwvvUum6nBNPsYSspQlhjLMcVHF4cvRoVveXhYRyuF2EdAa07HS/K19TbEBFH+v2/KvtS1vYb11MG3u7v7JdGS4nMSu3lo3RRmtjSbAQab9vuLyNrhkACH7wzUUml3RuGTz1aCUtnbjruzSi3il1dY7hGWzEio3OGJGeKaQehTttNn1HXXNsEEQG4zOeK1U0uzjbEypNISTvXtWFdyyRahDZRiW3hMpjQKfvZ6Z/Ouhad01dbARKgiRQSB14HNNWEy7BqxtH2hY2j6hSORVPTpy8t/OIwTjJAqPVrCRXDLGNr4O/OMVk6Ffg31zaKXDFypJ6Yx60eTD0NdEafRJHiVJZo5C4QjnPNJDp9+8q3epkqpQNGka9qS6thbW0Twy4lBO4A9eat6f4h+yzJLPl4BgOCM4FJRT3HdrVEFzYxm5inZ9rMMojcsR6+1Qq8SlofleSQ7kLHhMf8A66tanrFnNc3FxHbnaPljb0U//Xrl4o0+2vLNMUiI+UE1Mvd22RUWperLclhb28FyYriS4uW+Y7BwtZepRyCytmnQo5bCjqa0l1gwOI9Pt2ZXO3cBwaoXMtx9s86UxgjlVkbJzWKbeqLlGMHqFlEYn88ShXjGRk9DWhG1xqEi3iyoJM5befvVmLp9/e6gnnDyo7vnj0rsF0eCGLy1j2jGMg1Eq8YaWNqeGlUu07GfqGpy3skdqI0dETk+lS2sTGWG1SXLMQGVzwAKx72ylt9UjdWZIQccdxioJdVa11H7RgukZ6Y5rZSU1zM52nTbibl/ZyXGuxoWTbBzgEGrWni58+cpOiecdrMccLWBpd08lhc3TRuJ5m3K7HseK37a0t47VbMxbnkXc0h7nrWqWhF9TqhBZWumPK1zBJcQsTGAM5WuJtb4apqLvaRsZQSiZPGc1p3N3awKLSwtUa5kGDJjIQGs7QsQa3cRqFCxZ+b/AGsUgOns9Aa2Bkn3y3JXLnPSqt3PHaWixo37rdkqOtawliilDC5DSMo4DdaztRtbDy4zg4GWABzuNG2rBamfp8Wn61roQ3ptE8voBnLU3VrNbe+ktDcLKsa4VxxnNXPAenY1V57iFQqxlvmGcnJ/pWJrM5n1e7m6AuQuOmAcVXQT0dzRsIf9HZsnH3B74/8A10+SVFbyxKoZeoqbTogunxD0Xcax9Nktgbq6uHDtNMRGgGcgAf4VSXRB5l69m22LsfmGO1c1pMlvHePcTnhTwPetm7vID4bkby/KnklICkYOMmpPC2k2+paRdpI0ayuMqxPIxS16CbXUw9XWK+gYTxyRh2yhx70tjYaLpcsVwsWWBB3bcfhVwCCTZHJ5lxNDJtC5AWtsaaLh/MuI4Y444iQmfvHjFCXQGSyKl5o9pFZNbiWZiZueVFc3cWk63hjtowVU4Zx0ofT44/tSWrTfaOSGVyFHt1pNNt9cd3tYGVhtySw5ppsAginvDK62oby22k564qWJ4hhJIWU99rHipNNlm0W6ZLiBpJWcgKpzk1aWDS9RkmnmdraYjcnOBkdqEwKr/Z3jyplUZwCVqEQrGhkguxk9QRV6SCCLTXlkujvAyFBBzXIJ4mninMSxrIhb+IUuZdQ1R08Jmzjz1Ofer+JoQpZtw6iuOlW6vL2CeO6SLJ5jWuma2u4YUmfLx4yGVutPQNTbtL2XbtYZH0q8t/HAN2zmuajvtsPmh5IwRkkrnH61DLqhNu0n2iN0xnpzSaQ72L95PmcyKx2nqK6qz1uzXSrctGvmgbWHrXCw3LXVmJ44xtz3PWnyXH7oDayg+lEY22CUubc6a+8SyPujgCxADBxzXP3OqtJISWEjn9ayL3UI7eIuwcqnXNN0+aPULSa6hGAqE1TbYkkhl/dzFlLgyMWACr0HNX7dbd2MUbhnABYDtWXZT/aTHcmSNY1GXUnmt22udO060aSxgE11cngnoKlMZp2Kt5YhU4btimvpN2UlZ42kRQS5J7VBNHq4a1bTvKE0o+c44WtnQtJ1uwkvJtSvvOjlTaynoetMGZFteww6f5cFqAUJOVHJ5pmu2xsdHiuJQUaX5mB4I9qjF4NMTUGNpujj4XjvkUuoaTPr/hJZGuWB++Ax6ZoT6C8yrYyHxBp/2SCb93GuWO75s1NYaNbrfAiVooghDBhkk1F4TtLbSbIRqGkus+Yz9FGOx/KtPVdXW4C/Y41Mz/ex0U0AUr9oJI7Z0JXykw2erVUvp7lkj87ZaxyDAc9SP8irk6W1hPB9rcuJF+dlXgfSsK5QXFytzqLsbZPkhjLe/U/nUjtoSXcVivzJcyToVyvPU96sRW9q2qW0/l7IYvnX5Ryw7Z/Kq95Ja3AWG3eERxY5QAE59627CO1vNOW1McgCg7SDnJ9elFwLlxFDqUzzrMVkIG1Aec9OK52LRNSg1UFpslSdqsM9OxrY06FLaSaZUEoC8AnlcU/S2aW5kM2csdyAnoaTBK5He6New20ZkAit5GALY759KuW+nWUcUwmuVYggw7kOHOOlaNjPc6vNPLeMDEiZjB6Z5/8ArVm2N9YXGoeVcECGJtv4000noDV0U5bFmKtIcMxJKx8BRWP9puVuXUSHyzwBXV6/c2x1CGGy+WN1+faOcVgXaSyhwiIgiP3u/PQU73ESaW+plZfskMRjmPlEsoJb1x+VY+oxQxiW3tbZd6kqfXcK6bEtvaRQwAT3G3EAT+Fj1z+tS6jYPp+jRQzRwyagwLMVP8RpvYClcW0OtafEko2R2kAXcB1Yk/41lWkqWbDS5R5qzDakg7iizlv0SSJYJUQnaeMgmtPUdNvdGgtb28jiKFd6Y5I5qWuZXQXsbWq+HNP0S1srmIMSHXIzkDmqV4qy72SXapG4HP4Yqlc+K5dbt44hEY1iIJJGcmo0mVFEci7S7AguMYFKN0hs3rGWaOwaKC52RsoWUN1PHNRWFrKJUQKXilbJbvisy8u0tB5UUocOpJPoSa2/D19DHHJJNOCUTEamqvrYelhPFs0cNlFAB87twAOgrjU2usjg9DWnr+qR3100inIhBGc9/wDJqMaW1poK3ryqGlPEZHOPWqJKFo/2icwBTuY8elSyJIkm1hgKcZFS6DCRPLcEZCA4+tO1CRnLIgy/AUD1Jqb62KtoZ88MN3hZFBxzmrdg8Fn0hDH1qeaytLWxhtBHM2oPnexY4A+lRx6ZOEj8tXLyHauRwTT0ETWi2VtHdXJVvtEpyCaq3W02acFXyMHtird1pV9aS/Z7hRvXkgHNZ90ZEAV1O0dqLaaAjRs9Bgv9hS6QOB0JqWWwewbypGXf1AU8VhRXRgJPzKexBp13ezNZPIGZpCOOelTqhu1jsLdLS409rOKR4jJgl+pzVO60y0tYdxnJaIFiT3Ncj4YbULvW0R7oxR9SzHpXX3MK3TyxbjMFON3Y01qiThzeXdzf+ZDuznjFbZW9lQPM+8henrU8KLHdNBFbjC91p9xJcS4itodmG2sx9alRsx7LUrR6f9sY5XCjqaFsW0udmVQ6mrkKS2lwlvM29HICkdcmu38Q6Bptn4SRkz9rIBVh1Yn+lPlC9jjLrxdc2uj/AGK0hEYb7zdxWJb63cIpihUsWHzMB1rVuLSOOMpcJiQfrUKWTW+ZLcLg8dKmxSL+nQ3N75cUh/0YHc3ua19UvU0+yA3AMflUVkafqhtMQyrhRWPrOoveassf/LI/dqWHU3NC1BRPIJIjKx+6B61uy6nbC4ilMOYoR+8JH8XpXO288FiqywMFmjGAvcn1rXt/EsFz4dlsXt13byzv6nvVqwpXOe1lftV4JIELA/M2Kzy8m8EoQo4wK0Z2WAiY5Xd2PpVKS4EN4jKwZHGce9IfoWMy25aOQnONy+9bPheK31vUTYXD+XlSyk9M4rC1y8V4InUfvicEg1Rsp5LecTJIQwHY0PRgtUdFrulyac86ROjqXKDHf3rEfSjBFGW5YjJx2q2lxc3Msaz5ZXb5R1Nb95YpDDEijLMPyqo2ImrnzuRmGh8bcDrQf9Ui+vWgDt15roJF/hB96d3/AApqjO0e/NOfHzY6k4FIQ4HIHpSjgFjTeij2pxHyD3NIQE7VXNSZwwHfGaY/KoO5p5/1v4UgAZGD609eDn1FNznAqRVyyimJmjptl9slePdhguQPWtWDSJ7iKNYUYyFtpFVvD0Sf2irSllX2HWvT/BNnENWkkuI3UDJjDDjGaUnZXCKu7GHD4BvE0tZ5Qd5fkDsvHP8AOrH9mwabIkK2O1zyrS9TXY+NvFMmlRWsWmQq20fvcrwfauSnl1DXXF7tdp0YKygZVRxxWfMmWo2YmpvFYW0U1xLGZC3+rQAYFZmqahCmqxyRuNhAUE+9dJqHhK41YoLi2aBlAKxopAI9Sa5CK1spvEEdvI+6KOTBUHk0czas9i7a6G4YLbbHgecZfuhT3qg0iecGVfIQNs+XpxWvrWjSW09vcWcEtvB0WTqM4rPxc3aL59j5sEIJMkJH5nmpGSma7crYI4lSZS5YLnH+cVS0qe203Wy8++TyR823sasQ3MVokt3ZygKV2jceRSadplxD4eutVuwCbxztU9cDjP6UkuoM3IfF8Lae1tMc9VDD3rmdSuUkWI20rGRAQQ3TBp7QusFpBb2ME8twedv8P6Vm6taXmnaq9tNbgOcYRTk0S8hI09K1C006G7SVpRPOgVCD3x2qLw/eyWsxaLT/ALRM5IEs38PvVULdWF3aXEkTI7KdqEZxzWs16H2R2trM/wApLYXGWNOwynqj3rL9pecgO2H2r/L1qldIrwrDAspdvmEz11MOLuw083CiNEBUKR05PX86sXVlFdzwwRNGI0QuSMc47UcrZJQuvtF9pttFPcLuDoqLGvXkc1fNlcWl5bTRyvHEgy25Ac/pWdJqLzGyiHkJceZuXaOF6cVdtNfv9bE1pMgjjhyDIi5B4ovfYrRaFHUY45n+3GD7S8kzEkdAM8cVQ8QRq2rwQW9p5oRBvVTt5OR2qzbmZ4iqHMCSY+U4zWgsYEE9+x/eE8/7Kj3pqwbIwbRby2njt1WSBXfpktU8DX51C4/0MyxI5Akx3FaVtfqdAjKmL7QspZWJyTnP+NJaC5WxkRxIXkkJ3KRz1ouFtCOzk22kr3FmUjX/AFjA9a6DShoVxbTPcXGyRlAjWVDjb+VYUjS/YbuKRHQHaNpx603UruG3jtYmiGHUKuRQIs3Igee+mM6tGiFIk7d+RVa90sNaQl52EskYZSh6DNSXCrd2U0rCFQqrGnljGTirEWlabBOsVzdPGGXAYHihtWHqU9LsLs3aRWZeWIf61yoP4Ul9d2kk19cXEHzq3lqUXoF9vxpL6d9Hm2aXqUjRKCzZ71T0ya/vtNfZ5RW5JyGHJpsRcgbSruywZ4YJghYb8AtUGn6bDJqcRnuyIkiLZDdDxS2ek3UU4nmsY5FJ2j5ug/OqV7e2cVw0ZikVi+CVPHHGKm9txu1jpLJLHU7W4W41i5W3TlVBAyfyrk9Umu3vd0EzyRFxHEzdxiugtdZtILCGyXSshEwWKgnJ6VUvdX0+a+t9tq8IRvmRBnnGKYWH/wBg34sBqct6rtCwAhY43H/IqfxNbXQU3t1BAZBtQJFwFJ4HGKr3M8dxcJHCJ5FQ7yGHSpdb1NJLm3dd/mBg7qw6kdOKCSXQ/DkENlHezTKkgl5jJ5bIJpNR8T3csMlta6f+5jYoHVOw4qq2uWEd1FNIk+8HcyYOCfyrqtI8W6Hb2uLzQZXVmLGRV9frUStsykm9jl9LsYp1ee4jMLpEzg9MnBqno13qMuogvbtKMNs+ma29a8Radqsk32TTnt4yuxV6etQQTzWcULx2UygLtVsdaFbuCi+wtrplxb+ILS+8guoBJibop4qpb/2lePfC5tV2+afnY8qPatuPxC0No0kls2+PjNY39uz3MV5Jb2jyqD8xHrV6WF1Ohu4XXQbKMTyRl5FX965KkYPNaF7bta6Lp1tBeQSESb540PJHHeuFuda17ULS2tL+1PkwndH24qk+rTadO9wFBc8BN2cVDtuNNpWO9sbDSrmO6lmvxaTq5KKp5HHWubhu1ivnae4aSGNjiRu7etJpVnqesQTapAYoowDuDnrxVO3km1aG4so4EVLb53kPc5/+vV3vsLzLMUw1SYpFE8k0RLiUdmPT+Vdl4KGm2+o3U2q3KNKYfmaU+/8AhXKtpZ023LDUQsr4Ijj6gGsm506e+VRbCSQnksSeaFvoD2Ov1DxfogF1bAeYx3LGR2965dLrTIi+9yk0jg8HqM1bh8PQafpqXl3AvnzAhFHPQ4rlb/R7iW4WWB8TQ881Ck22mimrJO51VxfWTzDEkqxqOrU+zvkjuJJY1jngYdzWVd3HkaCVuJo3uHAGAKw9NDSySRJL5SkdzQ52diOtjc1K8kknWKAKqM3zH0qePS9NltI2ubqWS6D/ADBfugdv0xSeGo40uLtJp4z5a/KzDOTzUksskUZWd1Vp58DC42qB9Pane6uM1LLTVub1jahhBCFG9iMKT3qKy0vThFL50DXF0su07iRkev61DMxt9QgWxu3eKYgMgJwT7109lZmfVJRIVzG3PGOBzSja+w220UxGIdaQmMtDbRfdHbOKq32rRT3D7TJGHYgL04rSuLyK51KVrOORDjDehxXNXXiI2960bwRuVPGetYuOraOhTSjFS0L+s2+IY13lW21iLHJdTw2/kYUffcclvrVp9Zm1GQyNCYwF6kcDFWNEu7GC43xuzSseflODWlOFopGVSfPJyRMFaXUYLQQeZBbpuIUYB9P5Upma6vo7S1uDGjsFeRxwvPQGn393IUu0tpVhlnXbuHUD/Jq9sDWFpbW0UXlIQXOMk+prW5nYg/smGDXJbe2mJWPblgwOcCoNJj/0i5l42szdfpU+mRQSzzsQV+ZiXzjGM1Xs3SysVnkJ+fH3j1z0qWxoS5k2SM4baRxx2FX/AAtF/bGrRwO37peTk1RtLC5vXd7kY3N9wcYFO0+HyRJEifvHlIV0PKgE1EPedomsouCuzutTsItCsri8imKqUIVc+orzVGNxMig5Ltk5roNcluItM8mWd3R3wN3YCsbR7aO4u4/n2gNkn0reJlbqb99bNZ6ZNLCTu8sgDPes37Dc6etsYpIPMJxkjkZ//XWxqLB7VkBzgYFZ96ZpxbSQiNmIUEE4wTQ9CShrFvNLpkUksyyfORlVxzzXLi01O6+eyujbqriP5WIzXa61a/ZPD9vF5wefeWdVbIHWuVsppbcSqqtIAd2BUy0VxxV9DQs9Gl02+htpLglJeWnbpn612D+HdMRgP7fViygngf41ymqaiLvSbMCBoykqgszc4yM10Pi/UrG31W2WNFlVbZFIj7HApJ6XB3vYvJoFs0KW9pqtux35U7cEsfxrkNX+1+H9Vukkd/PUgZX3ApIboqVkhZ1CyhyfT2qzqLNrEs12xcyuDztyBgdaL30HYpWc0yXiPNJulZDIhH8NF+Gu9AlEVv8Av2fajA8/Wsyzsr+VWd5C07grFgdef/rVs6Pa3sN75FzHKvkxlwMcsaYJGD4d03Vr2J/OR3tw5Q5PI45NaU/hWwisJL2CRvMEm1Q/TvmulnluE0iWa1V7QPJtCkY3dOaxdQ1Jn0SPTWh3mRmwR2PJJodrCsYSabfajsmCIIkJXMZwa1lvVjtFsiJGMfBx3pujm8i8PS2cW1ZGbbvPbNZq2uoRapEm9HAbDHsfepbsCRvtcWtxFFbqZIYukpIqxbR21ujH5Joj8qrjkCr8McNvosqTLC1wzcAc9ea5i8nuRflbaIRIABkjj3qthmneSrPZ+RCjE5woUYxVR4JILBIGlCPjG5jmlV5jA7QzF3AwAqcE1jmznvJ0F/NKcMP3ajg1QiymhyNEl9eTCWNjtEYb9SK2r2x/szQYYliSOCRsgqevXg1ROmWwuo441kGzIbnioYtNhuw3mSyGKHOULd81L2sCItN0i2NtJJFFuLBt5J4qZ7O4823KEqqKRx+NVohawT+SzygFT908UsX2m4nMMEjGNW/1meAPc0ikjfs9VbTIYxMRvBOMHJNbC+MWlgVBbyI4GW3jrXKJb3ZY7kTyEOfNIzuPtV2aBrpFmknCEJgYbGab2EPOru8dxEkIf7QcsGxx9PyqqmqXEESWxwYiMbc9KztVSBYUSwunNynEzbvlP0rIMc0Q2tvckZqLsHY3r6W6htjavdLCm7lIurA1YLSW1pBBbLGskn/LRjytZljp0Nnp0f2zJvLphy/8C0610aSZkkhv0CpIc7j0FU2I1Lv7RDbrFqEzTRopaNEX72fU1majey3dqs1upZ84K44HatDWrrz9KtUWcyS+aYi4H8POf5Vfe7jg09dKsreN1wGklI5Bp2vowb7FjwxpUA00CW0V3xudz2pbiwtoZ2Nlcl52BCRocAUsN8LeIRLOV8zggDsKpmya71FriKcRRW6luOCx44p6dBbFm6Mq2sxgiIZNqhRxuJPJqXTpp4rTM1uPM6biKpR3N5cwu6NJ5Q2qCW96vanvheKCSRT5uANvUDGeaSQyrPqSaOipJGzs74GTwcVhx6YJ7yS5aURyyPnbn2qTXrq0aW3XJ/cgg+gPH+FVDPtVGkfdj5llH8qm+onqXVl+y3+ZNzmMY3LzWhpS/wBp6gryy4j/ANeygYJxzjmsSPVWjLo0YcN/F3FTzayIdPMSRAFxjevDAVas1cGmnZlp9QmhuEeKORZjISNvOBWpJe3F7AYfs5efO/rhqxtD1UxQS7Ckr9i4yy/StSTUElgMzjE4Tb5g4PJpdB3uTWWt3ENh5EKpK8xO8Mo+Wk1W9a+lFndoEIUZC84FZt2GhktljBQsFVmxzj1rXstKieG98+53TmL8h9adxFC3WKPR3Fsgeb7RsDA8Ac0SahJHq7SbPN8lfKLEcH1x+dc7bLNaay2nwXIeLhsg8A4zXRWs8kS3EcgSR1i3L8v3iRSWwImtbMa48hYrAZBujU+g4P8AI1nK6WTzRfeQZAOea1oEk021iO0NIUx838O4n/Gs66jtLdmePngAqwzk03uBjPInniJRgFwcH610/iPURcadZxrGigAKCvfArF0vRRqV0zMxVe59KWaDZeiyiYuqnAY1QGzYRi30vJ6uM1FPp8sb20qsA8r/ACknpiq921zZW5WVtyjC5UZqo88OoKvmTSiNMlWU457VnFdSmWtTF5Des87AzEAbwe1WLXXltrKGCaXfJH9w9xWNfWt7IiS+cz5xjntVq3tY1KzeUJmQYYY6Cmm7h0NWXV1uwZM726sxNZVrbNqF2X+0gqW4UelMv4rSysZAgdJJfuZPGO5qO1RbNbfY46bt0dO4kmzV1HTbTyjtdVZetYk0SoFCs208Dir1/orSaf8A2iL/ADMz7REByc1qLoyroyTNch2ReV6EGi4tTn1tbiPEgQn3Fa1jrf2EkSxHDDB4q1pqMLT50LEtyvfFaY06yvIC4AQn+Fh0oHYzota0uIFvLKtJ95gKsxGD7H5tu4dT83PXNUrvw/EzbYWIbFY8kF1ZOypJ90cgHoKFoJnYeD2sLjUZL3UT/qRiFGH3jXQ67q+kz6bLJMrpcYxGnqe1ebaZ4gn0+4jlCKfLPGRVm91ddX1JLqUiNgflA6D3p3ugtqV5fPuLl5ZtzMozsPQVoW9ncvcJaw4aQQ+bID26/wCFXZI7UWgkhlV5XOzaTyR3P6VHbX9wmp319FajbsMe4noAD/jSSV9SnJ20Mq/l3xMscYVxwWrNja3ml5IDJ1JNW337WJbhyTWbLp8cmZNxRz/F2JqXHl2Gnc0k/wBHlZ/LWQkYyD0qOKRTGbZI9pkfJb0p1rKyIqKitsUB2J61entENml4EKhj8uR96i1xMbqdubmeGDzBtUZYisafR7i2uAxYum7itFmeMiRWAyOaH1FpRGrHleRzTuFmc7fxXUVyFwxw2cVY02NbqZWY5YdRmtu/uvPhD7QZAMdOtUtOijidnMeGYdfSpluNbG/p1q1/qNpDlI1jbhjxW/4p02LT47ZoLkSsz4cg5xXHxTMpIMhGDkEdam+1zPLGJpcx7skHvTuxNHh5GDGtL0J/OjqwPpQR82a6TIE4k/ClPQn1oPZgfanYyF+tJgGPk/GlHUGkHcelKv3CfypCFbBcN6U5jmYUYyMdqPRqQDkHzH61q6Rps2o3qW0C7pH4ArMAIG71rc0DVX0a+W5QAkDHPamtyWemaTYR6PZQhrFGu2YKmV7+td9ahBp4jmRPtMh5UdhXldv8RZkUN5KM46bh0rs/CmuT6jbfa7gZZmI3Y6Cs6krxtY1ppJ7jNQtori5m83ZtQnGT0xWfoPidPDdxcrJCkizcqG9fWtfUbO1kuJEEpETqTzxkmvOPHMlvFr5tbR90UMYXPvk5qForoqTsd03j3Vtsx3RSI6lQABkCvOdM0R9V8YLvkeCNgX3qe+a0/CFmbtZ2fnAwgPrUimTTr90OVlGQDU3sXfn8juLm1nSGO1W6kkgSIYEnIZiSP5Vk+XFpiNC05gDA+YqH71c5feKNR8sQGYrjjI61DDHLMnnyyFs9Mmlzdg5e5PBDa3l0IZQkKknnpxVywFs8N3ZXEriJvlgk/hHIJ/rU2l6Rb3sMjzKWlbhAtR+IZ00LSzBPFiTgqB1AzRFiaKjXtl4ev0ZS06bcL/jVGG7e71WS8RJJpnIy5/gH41S0/VbSYPLcQSSbuFOP5VuQy6Rd3UaNPPZRhPnIGNx/OqSsJ+RZttSmjvHtI4I3vJVwJJsHaOvHWktrLVIL4I16kZI5ZR2qoLfTLLUIXg1MSySdHY/d/WupVv7PghuIbmG4mZ8EFtwA5ouFu5y16TC8MdxdPJGcnC8Zq/Z6VbNqAdYd1u0Xc5wafdaWNWubyZZYkMUOWXeACxznFVdPuprXyrYTRAspVsnpRYb3LCRWMGow/YIVVYXJLsM5INaGlW+pRC7ZY4RDMhcMRg8jFPtBYNeWllM8cSxq7PKD98kimeJ/NSyaSC52OMJGEbgirJZkw2tyjAQWXyxMWc7vvH1606CaRoZYvsckz3H3UDDH86s6PcXdtbSyy3MUg8raUzzWrplvZvfWlzPFJHbxQdUbq3H/ANekuwNmFFNGbeNG0vy1PAYdeKbHqFrvALTJt3e3Oabpkl+2owySEyxLvwjDIUGtaxWB9Ku5GRy5LduBzSsO5grOJ0C/amm8xxuTqT7V0dhNpaWbJNFCLlDmMv1XisBobjTNIt3iVxcyTg8p0FdPeP4Zn0W1YXDLqJIEuV/PPFMZj+J9TgvtOsLW2VY5PM/euvGaq36CaNYZJCwCAR4PIpDpUmo6rF5QE1vGhf8Ad8Ywcc0t1PbNYDcjJNE2CFGDgetBJmajHImkRwJbuJZJAjSMRzXRaNZLpDwSSoJAse0c9DxVSaKyksdOZ2YuSWI3c9OKu6Wmm3VrcG6ndTCSc7+R7U9ARna9fPKhlsZJIyp5U9MVABbzxQxGyDydfMI79as6jFZz6BC9q8m+SUKQ7fw5qsk9rHGqfaD5yElgDkAY6VNh26iQF0tbm7lmEaJPjZ0zjNVbDUoFNy5gMkrMfLxz2qe31SyutLuReRF2ZsRrgj15rGgaRZlu7S1mKxkHG3ik79Avc3Et7aztVur+WQPO3zKOCB6VHdLG+t28kAYQuNse/wBKTVNfj1FBHLp7iQAHAFN1K8nnjsDDZvHInEYP8VVddCS00EdreKJUM7SHGcDiunupoW0hQkSIF4K454ri7m71KGWLzoPnB4A65p0Muo3aPAJcyMeVXkipavuXGTjsaVxfxX92jwxRxgYyEFdPPqIm02O2LIFQYU56GvL7qyn066MZd1cckVoQWF7cSSobsx+XH5mD6f5Fc8qfdm0cVZbG/dtF5exQryKDn3qDwq0KSyxLCgaRd7Ox4Fc9NFdpaCYNJsP8RqbSbG8vIHuRMYl+4cHGBW0EkYOVzVvbPVdUuyVeG3hEmNxbqK57W4ItL1n5JkmOMnHIroZ7CIW582dwBDvyZD7/AOFYtlp1nqk5kjkCIo5Dn7xpz7WBJvU0tJ1ZToU0fneUz/wipU1BLOKaCKaIrKB5jKoyelNXRbY6gkcMQkjSPLFTxmokjht5HSe0Eau3y56mjZahbUs2msaat3O00Syt5GwMe1dBouqWcUluDbXDwxKN7RxkgLnntWBo1pHfX0q+UMbs4UfwgV0N1LNo2nRJBcRus0R3HA+UYrSLadxPYy9d8UWl/qLi3V4oocrHkdq4jW9cmgvk+zhneT261oanqFgtuUVvNuTyxVfeorC50+W8gVoGaYAbcisnLqVFdGULMaleTPbzWEnmKN547U77QZn8o6dMB03J7cV3lhrkKavNL9n/AH7Dy3BOBis6HX5LbU4Y1tYEV2YAZ5xyf509LEtGBbrHHEzW8zRtkEq454rW1GykuDFLNesuxN6I3c1rReIdAu78W2qW3lxo2C8fJP6VSvfs+pXDbSQiHCE8ECm+W2grFLQ7e6urj7Rcny4oTuUetdPo91dXOsPdRwkxSrjeTwPr+dc3FY3EF0ltHdgq/OCecVeg1ZNJkeyy7KOSB60JNDVkbU2oPDd4dlUnKqqCsS/tBaWz3h2SSs+NpHIFXLTV7S7lVBGRIOhIqxc28dxZSGQlSDuY+wotbYp6oqjT5723s0ZfLWdgGC8fLxmtaDSbKKOV4sotqD5mRjdxWNYX08UkEhZ5o1ccZ6CtjXvElvd3RtrdGEJUKR65pRelmJ+RytveWirLNM8hZmbAHQDNWjr9rFaqtujKV6knk03UPDs4h3Qqdrc4Haudm02680xYI2/eqLNO5aeljrtL1uS5tXtYkTY/LE9etZ2ueIJb2VLCHTWAhIVmQdcdKo6VDNalgfu5610WjRoupzyTEAeXuA9au/clRK0XiHUbRPl02Qkjlj3q9pzaods8duqFsttbtk069nhOmBvtwM0hACjsK24FWBY41fd8gJNEUlqipXb1MG7e/wBQu1s7gDfy20dOaraWl9Lc3cdrCGS3yXb6DNTXF/Mni4wxQlyYeCD06UmkXdxp+n6zLHHudn2kDrg1peyMxZjq9xAspKW8JP3ieasQabDFCs9w0lxuXO5WwAazp2udQ0+3866WCFf4R1NXYZDp58gGSaCVByR0zXO5OTutjoUVHR9RbWCGdLqJQ25BuUls5FY0MbstxshMjjgKDitLjTpfPLNg9h3WjRryzEeqyyNtf7OxgB4+bcP6Zq6b500yai9nZrcxb2HDRRXCPBsUu5L+nbrVhtQ05kWNfN80jAdj1/Wudtme8tvtuoCZ2durninatPZW8MDW5Jm2546A5qm7GV9TbkmEbpC12Iy7AYIrXvby70jy7NL0yRSrltgzgVxOnebeapFPcK7unOB0rqjeWcNzucFpZU4U84pJ6Dbu0S3F64YG0lmTyEBQMPunPJ/nTbe51a9uHvJrliMbSzEDitBF+ywCRrdpJJ0J3kjp9KzhdQW6D7PazOWG07jxn6Zq0K4/Ubm7ubiK0h1NJQEDnpgH/IqK/gkt2jLyk5ALYHPpVFYBaWfnT24ilU7t27mqx15Xmga4kBwRxjtmp13uO6SNtrWazsW2zELIT8pHIU0ltYxkedcagdzZCxqOa0HudNu4nt4Z0FxcLuVywwo9P1rEFylhdMryqwSTYJAM5oYJk1ilw155DTyqgJbJ9KNZ1a1hH+ivM6tkEkcGs3WrqYhPmnVXBCsy7c/pWK2qXi2aWrQq0ak7Sw60nK2gt2dbZalZxWYY3rKCMlBUkEtteW5a3uv3qnPzkcCuEZ3nlkMkQUAABR2q3YySSsbaBVSQjBLUlML62OxtblJtwMxJByeepqK8AsNPmeJN0k0uF+br0rDsbhLBJYZ42MyscuvTFaGtXMWpS2MYtmjiDhmC9StWndCuNhuZFmie4tlnx8pC8KK0BHeGKcxQpHaKQNo4zVkrZ+RHawWzF4zuVzyF+tZsq3EkEswUuzliWJwAB0xTatoF9Cx/asj3EVs4ISMfKBwKbeypIrwxDDd2DdKo2gzZyGYbrpTgZ/hFX7TSvIszOk3n+YfmPZTSHcZp+kW8UpkvJykGQ+z6U144pteju7eQtbQvuVG6HArW0ew02aayg1K4klSVWd9npxXZ3ukeG9M0iUw2xMrphGbtzTSE9ziLi7GtXDO8KmRyTtAwFA6CqTeHplW9uZJ1gUp+7T1PNdVp/h9YLVHjKhCc7s4JPpWH4rS7t9LhmeZlRmwpPWhO43G3UzYj5xs4Q0YjtuW7bj6n86tteW8FxKYmUiR/nOelEWnWAvI/s7LMGQFt5wc96oWFpcR6hdPGdtt5pI+XI4NHmItx28dwWPnsN3I5xirKLIkPkxB3mY7Ay9B71oadCbq5lQxARbTul2kcD0qsLhra6mgtJVa3T+JhzmnZdQ1G3GlzQ2EReSRQSE+U9T61Xe4jfWp1V/3UaZ3OeelPk1S9mje1uCNqENs9z0qrPZRBUUq2ZOX296WtwsrEt4LP+zZJTEhLoQD6nPWpdK8OzvokNxDKruo/1bDg1DJObaa1014lJZtxQLzj3rVL3zS+XbEbFbARRjApbu4jEbQbiS6VJbYJJIcBg2Fqlb6Jd3OrT2Tgr5RI+9xx3rdub+5tx+9J5PGRyDVfS7j+0PEbySyHEEfOO5OOtPTYGnuZ82lyQsfIDK56N6mtiyhf7B5f2+KfA8x0xgqRW09qTpwV4QWDZ8xTyDXP6vDb6fPELME3DdR/jRsBoRTtd7TIBLKSPvADA7U0rJMt6glVMsCSD1FZKzyaVqKCVhO0kWWz0A9Kow391dyfZ0QKsbF2b+8KLgXfDNtbvrGoPJbvJGg27guQOlbt9OEKRoAjAqFUDHy1i+Fpdsl27sQrnOK254obnIlyJAPkbHQUIE9DN1hZ7oh7KWWZk+bYASfxrD1C9cojsDuXqoHeutEk2ixi5yqHbgbRncfU5rHsLOXUrwTBFfcxLZHejzANMuJo9LnulPlE8AN1IpdCVrq9M79FyefbmneLFFjFBAoCseWA7Cp9GX7PpiMfvSZP4Yok9LDijYt1illaSUAqgY4PI5Oa5l7BNR1E2dmzJaB/3jjjB9BVu4vpBLHb28ZYMcykelaP2qyZc21s0aqAgUcZb1qugt3czL2A2LYhDbOFVTzmregFDOLd5Ah5Z9x+97UkV3NMHWVA3ljZGD13VXjs5YYiZonWYsSGpDE1XSrfVLlkSVligVcufu55yKnktoLSBUQLwvD+1OsluZLaaIWzPC+c4Hb1qrqieSsEUThmcfMAfuihgvIs2c39obJDIsUUX3Cw4ZhWveO11o6MFjWJTlnUYJPpWZA8VxbW9u0ShEBPyjrV2SeebRJrUf8AHoTvKr/eot2G3fVml4W0NJdOuNSkkkadmxEgY4x0qa80nUkni8y2Gxl3PJG3C/pU2iX9omnRWbWrkRryU7mtScWN7YOkd5JbyOMbZOKTuSYVlPZW9lNfuGlKA4yKzrTVdPmgu5JbZvtFyhXbjgDP/wBar93PZ2httIyhUY3kegq5qmh6bbwR3em3AMjcLH1BJ4oiuo2zkl0m1umhhty0caqPNZhxurM1PTDZ6k9vATNEuAHHeuiuT/ZNpIl0curBmCnv3FVIZPtqiYqQBJuZ/QdhTEZM2mX1oMnIwNx56ZqJdQuoIDFuYI4I/OuhluRcHyw5cuwBz3FO19Lcva2iQRoUwSwNOyDUwAyPAAW+Zay9Ra6kiMCHKs2Rg1sy2SNyrhSfQ1WmtXgKOWDqe4pNXGmPtLKddMVQpZ3G38a2NUvTBYWViF3OqYI9DzWE15LEVEbFSDkc0jXhnuPMnYl8YznpR5AOt7G7dJZ3jcxn5VPYVk6XE3/CSQxXhYxE9Bmuz0i901NLlguLyVJCflGeP51af+xp7WBIyqzQkkybclqVgfcyfEFhp9vqapBdMuId5X3z0rP02V7qYhtoRRgkVZextb66mnlutnGM7anh+wafbeWg3c5aXHaqeoLQpxRSmYq2QpPDCrFxtLwRAlju+8OtMy9zG4tUfBbhzxV610xrdHkllUsBSaY1ZnhP8TD0pwU7AD1NNGQc+vNOGfyrcyYKPl57U9ckA9hTEz5Dc807+BQPWkIF+6xPc4qQj5V96YRllQetSH5pQg7VIAD8poOFQGlAyhxTsZGCKAHnJEYrRs7P7XIEVgHJAANN02yS8kw8yxAf3q6DRtGYyreM4W3SUIH9TTsQ3rY27H4X67cokgjjEZ5+ZsZrvtL8PXPhrToIrzBZXJ2o2QeOlaeneMNLha3sZZlCJGAzv2PFauu3VrLbR3CZljZd2B796SatoO0lPyOPuP8AiY3kjhNkMXTPrXCeJ/D3kTtdm5BeVs7COa723KokgQkITuOa53T7c694mklnVmt7dsBe3Wud+7odDXNqXfBGkNDbI02EUDcd3HNQ+N7ZIbtLiILggZ2966ZiHdxGqxxJwoPeud8YS2/2CKNSpc9cUeYLQ5j7NHeQ+axCrGMk1Bbpd3V4sFsCQozt9aa0yxae0If53PzLWv4e0W/Gs2d0shS2+9I6nr7UJXdinJI07HWJPDJEl1bBsrn/AHTWdDLBr93JqGsgGKUERpnov+TW7La2/ibxQbTzxFpkTfvJW43H0zXDeNxcJq0mnaeRJbrL5cMkdVqlYnqb88tsfD8hsIFPkvsRtuNvPr+NZwu7DTlj/tB1kvWIKr2H1q/NbJpun2en3UvmgJudF4+bnk1yr6Il/rgnM+6JRnDH9KaYrXNiTR7OeMzzXEaBssAp5qlHYXt5emCzkdFXhdxPPHWtFpLaxkLGBHGP4jnH0pbCW/vWm1KGaC28s7EU9SMUtLiKcGi3lrPL9q8yVeQWSQgfjzVxpdIR0EcRTGATJzk/jVq3tJr7me+8qNup7E1DqPhqAWrPDeLNMCMDNC8iiF7a3vtUaWFPOt448BQcZPFWGtRLDDbyW5t/MkGd3p9av31tbafpVuwaFLhlAxEwrlrqS9GqQRXFy0fG4Hrx2pt2BHRrpkGky30ZRpG3KqMnIOcf41HLEz6dMgllgkUcYU9PemiWa2gEskkjq/zhsdxToTrl5YtJkLHOD95BnGf/AK1Q5pK5Sg5Oxp2UWn2WnPGl60t0YN5P4VVg0u5W3hEVzJ+9O5hng81WsPOjjaJ47cs37ve/B/lVi41+JLuMNH5f2dTHkH5ef/11Ss9SWnsOIubu+RXndIYi3UehxWXrGlRmGGaxvS8j7mkJ7Y9K3YLZ9SuJI7C9QRpAWdgMkk4OBzWTp8l9bhYmtFZIlKjewGQe9NiLmhXVzo0wEEhV5Y8PuXOeasyteSafqDGS1BQEsAvJz+NVtXvL1jI6tBGUUcAjp6VG9xLc6UgaMQGRv3kg6YpbDK1zDc7rSRrpCWzyB932qtcacY47q4N6SvA2D+InFO1ARyQQxWs+5/N+9TrGxewvomlQ3MrSCRVduCB2/SgCC3jiiihS4SQqASEyR9K6Dw9ZRNNctNZxwxNC5y4BJO04qTxBaC81uW5WIAeUp8qIYwSAcCqdvBcvPOpeZVQfdzkmmBntM8BjtRao2SWRgOnWrNtf30Vtb2ijy42DB2Ve3FSX26PTjdwoZXTggDkc1BFfW13ZRkm48/bjy1XGD+IoSbB2sUvK1ldQuyrQ4X5RuPUVcu1aw0XTru8mSV/MJIjOSoyauP4bn0ywa/1QrI0g3BRJzj865q4vI763S2t4diCQBjuJxzStYTLF5qBuzM1jEwaWTCs/YGrvhG0TTtQv7qa7MksagqOozRd28VmyRQIcoR94dfer2nQKtheWyWzrdXEyBXA/hyM/1osC21My4vE1HWJHmwHIJBan32ryWu2SKKMiSLaeM9azfFFmNO1koN3ABJ/Cp9MSG+e2jjtxIojIIJx0xWUlqT5ljVbyaXwzZSR3cW7dtaJewzVXQ4GudRuBOJHtIodzgdM8c02W9MFnHbtBGuxzlev41paQi+dfvbSkRyxDKkjk8ZHNOA0Qvb+bdWybMxumSuMYFbulx6fBoF7J5G27yQUxxgU2GaSXVdKhaCJSIDkZ64x6U5IWd9Rhk/d4Lfj8taWsVuQPbyXS200Z8qeeNdiKeAoHU1Fp1i11JPNuEzgMqbzwOOoo0sx29jIt4LiKVowqSP2XjpzxW3baKl28osgn2VYwAS2GXrzTtdhdFHQoHeG5t7Ro1vWBEjMcBR16/hWO9rfXEx+0Lstl+QSKcjirNlFb6fqEsRdnMbFXQjqfU/nXXRLBLp6pZhQiDzHDeg9BT3Ezi9NsEg8xLe2SW5MvLuvVeMj+dYPiJJV8UQ+bD9i3DCnGOMdavC5aa9aWKWWI+aPmHoT1rUv9JfUPEe/7WLlLO3B3OByx7frUOzC1ylZaXDDpepao8zSyqdiEHjvWPf6cbeO2uzLu5BdVPIBNdUiSwQ22lyQKxm+d+cAN6H86u694ClssM08bq+Gk8s8KM9KfJoKTtocomiW97f29xDJstsguxrZvGtL2+Nvp6Nt3KhZuC2fStC2i0maymupnWNIMRwRJ/EeMk/rWBrGr29vc+Zb2zC6CfLu457GlsNI0bm2EVwhe08p0/dhg2T0pbjQxDpiSliZpGO/eeQKcJftdqi3su53ZZGaMfT/Cr1tpiJI8xJkadDs3NkIAf/rVW4zl7eyaOcssmAOhB710ul6u4byLqJXjHXPcVS/ciK5kiQ/KQB6E81VijLlhvKsOcUrBszYuZLafUGkjAiiA4jXpWRDiTVRFnLMck46CmHlyA2WU84qUXy20vnRwKXPBPfFTy63KvpY3JF1GMD7OwK4+61UbuIS2dxE6GO5kPzNj+VWLHxJbFlWfch961EmtdRnVYpEZTyx9Kbs9BJtHN2enrcjyhuwgwfc0TrNplzGsRV3Y7Rv7VrajDNp9wTasCCMkeprHv7xZjbC7+SQvxtFVYkvmCbyzcXFlblIupQ5/rSHUpUuAEiP3eR6VeWSyi0O6SK4eR5HDYYcjrVe1iZlPy5dx2pPQa1MZdSa18Txs65llG3j0rbs7jS7G9vxfSlVmYEIPxrCh02ebxVFcorEW7jIx2x/9epfEdr9q1m4dIxhTnGKbegjTgFpKhdYhIu47M9hS30hYQxrI0igZaOMYPFUtDZ49kflPKPQLWlFcNYahJcC0ZlC8huCM1CUUaSlJ2v0MS7ge4d5C7xICAInPIFZF5AYlfY6shOCwPaukvOELyW4HmpgHdnHv1964xIrkCRHDGLduBPQ0oJrVjqNPRHZxT2Ft4ds7QRrcLuLOpHSuX13SmmaJFt3QZB4HvU2s3Kw2dpHZEi6Kj7vTFaVwdY8m1uJxGTEvmN83DfpVRV9ZET93RanPmYaQ0xSTAVBnf17Vr6TbQ67suoG3TRjaI1PLGq+qaONWMLSxMXYb5SvQDNb+gaRFptiktpKsbKWww9O1OyWhN9AtdQtrC72aikqmNwHDHO0Zqnf39nf3yJbsRBFISrZ28HJqM6U9xDcXF5egyTHdszySOlNisrXTx5jxPNx0xxmjW9hpdSh9hk17VJ4hdmOHd8oc9an1fS45VSBXR5kTbuB4FVr1mN1E4tJYIpmwHFJNpxtp3ea6eOEdHz1FRytXHdaXRs6LoNlpkkElyslxKVyqqeAferF7olu7wXiS4uTOxNsegGRiq9qIvJgeK8mOP8+tZPiDUWtb9WG53fHzA81dkTfsX/EOp/azBFcxjyovu7QOtZr3unyKkc0ZOFOzHHNW106O4gklkV1YLuxJxmsyXQrm5hFwrxqM8AHpUSi9xKTs0jo9J8OyDw3NOFjkeYE9M7a4pnW1nkO7ZIOmO5px1/VtOcaSbgrEDk496sLa2UN9Hc3btJ2Ix1qVHuVLldma+l6XJ5UM0sqOsvzvk9Ks3V00s8kcAX5sDcB2qq+oR6jbLZWNs4LNg7ey5rdubOGOMWtpEIrhI8EvzmtVYSKEl7NpMKqsePtRwZGOcjGP6Usl0k1qLeCUF0IzzxV7WbON4VhZlkuIUDALyo9azLTTfMaRrW1cu6jJ9PXihu2o4pt2R0w8LxataXD2V4vnCMZUDBc88CqNtbm1ZbZg1u2zZsLYyc4zVrQr6az1K3gjby9rDLY7d627yzg1HxLNKTHiK2OBuHLHNNO+qFJcuhz+oaRH4fvrKWO6F0uwhip4U8cVqSapql/oU/k2YKKhBdmHFUF0+OS7sLK4k4+Z5Buqe7huBYzR2BkFpyTlhwKe2wlqSaVZs+gwlNUc3hJcx9QByPSszWvNurzTNNlBnER3sfYYp2nT/wBlzxyIGkzGVb2yaIr2GLUbqa5gkcPFtRl6iqunsKzW5Xu4LW3uprm2uCAqldjKOCRirukrYpLFG8sobG5sHK5x1PNV7P7FqEAgkYhZJQZJH7AEHGap6q8VrHLJGoQINqbG5bn/AAqLlM0bXx4+ny3FtLbJNaF2RTjHJ71PplpZmB5rmMiEyeYWHVvauLjL3bxwoq5B8wjsK7Ce8+1rExhC7QF2rx0pRbe4ki6p0/7VPtTyxJhvn7ADiubu5rppftUTIieZsUjtitSaaO4kMAgdnYj5h0AHatj7DpE0McS3USvgOYyPumqsM5yyikstS+3yp9okkGwO44UkYrYg1ZIYEiNqQVfa8o7460wCSbTEYyRBHZpSA3oOOPwqKQSxWEaQutwm8Havqef60CFvbZLxpJ4lIbJKBj2qXwXd6ToyXdxc2onllbaSwzzUjaDfXMk15bPGI1427sZx1qlYW8sdoqDaXDFghUnP0xSTuwa7mnq800ohj0/5Xly2zPSs6LSZ7qdiJMOXCF9ud3rirs1tc6rH9tiKwBV8vC8EY68H6Uunan9hCQoRImQCzfw+pphY5PX7S4guAzuzKFIX5TxzirFtEu1BHEWUW/J6ZPFaN46ajqCxPc5g3nZx2xn+dZmoSNYSFlnLRr8qheBUaILMd4VsXg1AxyqWLKW+Y8DHNabXxg1EmUbt7ZVSOuPSqtncTNbxBnEUso2knlsGpbma30+Z7iSZ5XRdkAYd+/8AWqQ9iO6e88Q6sbe2Tbn7sfYD1rZ0TTToljcXV0/zZO0Z6Vz2n3lzDcPcQgh2GCwFJc6tJcxtE7NuHUGjyAr3Uc2t6qXdtyA5PsK0pma4kitISELYJJ6KtVNLvIYY3BHzM3J9ugH51oTWDQQ/aTuaZl3MB2HYUW11DZAIf7LWa2kXfJJ83mjnA9Kje3Z0jEMoLk7ivIxS2cpe/wB8svyMeQ38NTTyxw3MoRAwJBD03qMW0Ey3M7KqyKh4HTk1q3TlLVpLqCRXCfKeuKhtfsd5eSn7OVjABbYe9F3BJfzwxBzErNgeYemKYibSdQmt2VIi5jKYb5e3es3UrWG91VmVjbxuCQMVf0pp7bUVtjcElSwwqjBGam1q6+2zy7DGptoW424Ocd6LdRGNo+tWmlX7faLb7SoQoF9/Wia8dXCLZuqy5YKD+VaGl6fptrpAnlUS3DDLMxPymkKGRlnduH+VGB4X60eQDLXVXtXYmF0KryeOKdJqhv8AkAnjqRin3WnTQzusmGDA4weSo6GudvIb+C9klgDpGvTPTpQ9gSuasMlsluJLpGLI/wA83Un2q1ZTWkurJNHNItoo3fN0zis6znubiw8q4wAx3FSOpq5pi3KQRwKgKSEZXHZuKW2w2QaheW8t3NNJcCUyOAinpgUHUpNPtrnyyjmf7sf92reri0juFtRZr546Ac446moNIgjFzMWCt+7KfMM9fSmIyrWxeS4jM12F3ZY7D0pC4vboRhWRIycuW5fmtq0gt4bxpvsyvGcja3NUZLe2IZ8sjtIcIB0FIY2CxkmjuJXZUSIEj5uoqldW126IIEHlquWJNb6adZNZvI6hfkGMt9498VnXNjbrbyTI5aAnYuWwQadr7hsYMts9sh82JjIACDu9aWWzuFEe0ABuMntVZ7a6l3FJHxuABPpSXMF5b3hgmuW2Dkn0o1EQasslncLCriRgMkocim2eozRsPnKn3qneoySBlkLA9TTTAGZXE2VxyfQ0NDTOu+1TS24UMvPXimgs0ex2HXgVgpftCg27nVeCa04baW+RDFKVJYEg9hSHoa8U5t4CzykJ3xxVyK/glt9yglR1Jqe7jhsbHZPbFVaMEHH3uKy0Z306Nm+XzXOyMDBxxzTu+grI8XLZITHQCkjyxc+vSkXiZjnilTha2MxythSKQNgc9c8U1fujHc05eQp981LFYkU7WHqTTgQu7HL1Exxg+9KeGPuRmkBKGGR2Rf1qSMjEjHv0qu4Py+gNPfmUdlpCOyQ+Hx4OQiQ/2muMjHU1hJf3KIsSzMEVtwXPGazVb5ttSAnOc1VxWO58Pa/BvEN3GjNI333r2ez1fQLDSfNu7tGGzaqZzj6V8yRuykYrpPD99Zf2gi6orPb/AHcZ6UJDuz06fV9KuYfNtblVcE5RmxurN0e7bT47t/NWNXbJHc1dvbzwKlnBAkeJGwA6j7vv0qjf6fY3RB0u9Wf5Rle9YSjrc1jLSzM7UPEV3dSmO2Vvm4GKwbi31S/vUtgxaVmwfRR71uRie3JzasTGcbgvSrek3un+dcNeMYi5BUgc5pJFvUistKhsZZrOWzae6kUFZMZCmtIXn2cJp1uz7GAacqPuL3/rVnXtaNtYw/2J5ctw3BdhkgVTt4vIsI8TYuZQfNPdv/rUW6ivbQ0bqCxlE0lpdxpaLFtRMEF2wOa4+yQW2q2cN5GTGW3l1Oa2NSkSWCG2ktGkZfmwg9Kz4dOSe78xFeJEjL7WHQ8UDt2Kniq6W3uppInMhfAQn0rlIdSkjfBBBJ55rrNV06wbT4riS/8A9Nx/qjyKwIdLJvmhOCJF4as5J3Fe2xZWVr29ggDBUI55pt9PNH5tlCcxL8wpsttcrfW9naQGSQ8EqemKfDLFZalJDqBbCjDbVzTaYt9DtHntdQ8IWn2eLEsaBW55Y1LGIktjJJFHgJgKM5zWd4d/sx4JSs8rMh3RxkYH8/SrV9rtjNHNaoiCcqRwOlabjMG9sc6fvCkyFs7t/wB3msK6iuiDNK5dkHytnNdlPY6ZJpdvNCsmBHmU7vvGudWFiVube1mVN5UhhnI+mKycGupbalrYvaXrkt7psFlfW+6OHOGx1zV7/hKLm5tPLDMiWaEKoHbP/wBerOj2sBtpJZ0eNmJwGQgUxNJsrLTtQe/n2yMrNGi9TxxVSTtYlNp3M2xmXUJI7lA5jHLjHU1ute2g0W3tmhE0rMTJEVwR071gWUNxB4fijtkcXEhLLx2z1p8VhqDvDFbzq1xu/eOT1rSK0E2amnWam9RrOdoC5+cICQg96saldyRud6rPHESEdRjfWpbRHTNOxcOkMjryy8VkahNaJZW0KXDTzySfvCD0Xnp+lGwWLNzFY3mlHWBbiN55Cixsc5GB0H41Qu7xYbOGO2ikkZlIkUpgKKlmjiGpq1uzx2EB4Ut37n+VdBLfW+lSeQ0IdAgYSbclsmjcSODsUFtZvdzE7hIGAx0FbyXen3YK/Z5yzOC8+0nA44HFQ6xqy6l5kbQbERTghcCo9Gm1DUoZY7FAY0K72AHFLqNeZdn1CKXVzBZB3i+VWJOCOPerFpFcpfPbLFGsrOP3jv1H4Gs240pH1RN8xijaZRcMjYIG2tXUdM8P28n2qwvry4nVjjcSVA/OmgNSwtoVsmVwoJzn0JqtbrbaTZ3E04g5fKkgZArnpPEb/wBjlvKMaE4Dk4zUdvaS6vYmW7DJa44ZjjdRYDO+z3fijWWT7XIunB+ZCe3oKXV9Naz0a5j0+AJHHKAkvdun9a2TfW+n2AitkRgBtUAVFqGpXMumQRzoioXB4FOysSRWUFzPpunm4897tjnHYgVptBeLqUzSyzQpFFlmVc4POO1WtLgur6FLqK8jjjhOF3Dr+laQ1i7KXWmxJBO8nMhPU0lZsbOan0WxuNckTUrl5GFtu99xPFYcelQ/21bJa3pW2jbbM4bGK2724lGrtf3tsvlzARHyzz6cU26g8MMqw2bTwytnzSwzz+dJglcnu9N8PmyWO2Z5bi4ufLEmScLxk/qagFjo8M7Q21vMy23+skLH5qzLx1kv4rPTrhYo7aPbE2PvN/nFddfaKtno4MVxHMzYDbWGc9Tmi4LQoXMCW91ZXVpEYZJEbaB+GK17K2hL60+oI4kVT5Xf5ttc0DHJeQeTLKTGjZyeN2R0roLa4uWS5aeZUMpxJuHTPFMCHUI0eCx8qeNoggZwfvDHamWGsQTz3xmP2RgTIkgBGQOxqlZTPa2cnnwiYOpET/3fmrE1aS68hxLJD+8ABUDoPyoYFpNTud00oiWUTnJcgdTx/hV8+KxYbrWa0BuGh8tSh9cVS0uTTiG+1SbYlGESPru96xtaiaTWRPDG6xqARuHPFS7rYHqjW0HTb2KZmkijk24ID9D7VG/n+ZdEFYmmmHzBsbQMdPyqil/rUN6l6A5hU5KCuk8NQaXfhr3VLowJLJhY1UkmhNLRjSbvYW1OnvqFtmWa5ZWBcJ8zFQOa0vEviXSriwa00pnggZx5+44Jqjd2zW+p509EWFCcMCMlfeuP1uxuLyeQ2sRJ2lmVemB1P61XNZWRLV9Ts7i50b+zk+x+VOip0bIIPrXnMd6Z9XkmuwSoyB6YrovDeh30s8Uc8REDRlw2PrVzSdF02f7VNcWpZVlMYYt3zxxS1kg1Rdhitr/w/pbJMfPkfEioMYAxio9a1MQRNbWKmNtojZiTkc1qS6DNp8Ju0umggjUPEqj7v+eKyNWls4180TecGAMjEfxHik9il2HtcwWllaqw3RQR4bsXc46/rTrkGKNQdmSudy96DoUq6HDq9rtaDOZFdhuX3xWBf6pPc6iGgybdE/Oqu1uId9q8i5Zwm/n5lFLO0jWkV05KRu+3gdBSR2MtuiySnLXBJyP4RXT6JYG60wRDY6Zb7475qdQOdjtmktTcx/vYgcFgOlMfzoyPKdoyehU4rdktTZ2C2Q2o7yDKqfvc0up2tvDaxxFgsx5J9KTlbcpK5jHV7/aiS4kCcZ70Fpb26hlj2oyno1W7TSWaUCVuGXIIpdQ0l7SfKNlMfeUcVUWnqhNM1rCz1C8vokneMRAZIVetdVbaBaiwu7t28qdpMR88KteX2l7dNLIsLyjy+CRVk6neP+6N3Kc/w5qnqJKxt6bHc/ab6RJDhWwWA64ptjF5ovL2SQEuSgDfWsy3vby0tpY43IWQkMcck1nPLMsv2dfNyOSB2oGdJot2dKwXYFmBNQzi71Scz3F2scZ6IvHHvWDHLfSXBitbd58DJI6irzeaDsdisnde4qFTW43K5bvo4iPIF0ixkKMZ6DHNJqqaenh//R5le4U/dXsK57WbW7jSOSKMyF2280kelarDZS3N3D5cCnaSD61dtCS3HOkdlFclR52dq/LxS2up3F5bT25iJUclvYVU/tUxQxo8JKRkheOvFEerutvLLHDtXoRt60hj4vE9xf6hPDY2nlxLEUPqetN06XUJ7WSKSfyrdM5OeadbwmElliaGR0z06iqum3EaXhNzHJNESR5fQGpaEtHqayNCkO9QW2wk7iT+dXNJlnfSJTdKZVOPLC9ck1bbUNOn0r7PHp4jYDZux+Qqg+pNZwJHBCYBkBpGFUrWB3RqTSLfRxaYV2eUA64HO73/ADNQeIbWwYQx2/8ApBCfvEznDU2KPTbyUyyaoytj5u241XlsYvswu0uFjEb4CKeSPU0kugMq/wBpeZdWtvaWaxyMQik8DJ4pktlcf21It2IvtEXABPHrUEdo9xfWwtGaaVXDZzgCukhs1u9V23PlpMBgknOaSTWrEZ1zqNw0hX7PCWAxgHqKn0dhNaNBPYNM7kldhxj9asJpbWuoNJ5WWORk9AKzW1ubSNXZbUhmLbRx90nik53G4uKuyq3hu0uNZtp4EJnjk/exyHitPxfYWmnLG/lqxP3gB3pbi8+zy4eJhPKcvL6Z5rN1Gz1XWVldWVoLcjknBJ/yK0V7WRLtuZVlqFxplyfIjQebySBytWjdzzozhgZ5HyHY/NVZFdbdkls5PMVgu4VtXfkTaDb2MNqyzmTLz9CBzxWcU+pTVtERZu4oorWSLJfMiuvWQelO0ZdZu72Zo7lbcQj7rY5HpU2q2F3a29p5EjJKqgoXbPymiBIkjbdKWlxyVquV9RIljujb20zyne5OGdfWn2a2t5M089zOg4w0bH/Gm3sFv/wjyWdrIjSyndJk5IP+TXQeDLWLTraM3Pl7mXKhj1oXYbXcwpbaA6nI0EkksaqFDyMepIrZuoYYYntllYbUdmVX4I7VV1CSS61O6V4o/LcjGOB2rM1oXHl+bHDEnlx7V2Pnd9eaFoCQSSXsMtqjrGq5DYB6jPer99JBPELmzG+RsiVTwAQccVDounXV3bSXOoMFeOEsikjng4qFrQ2VutvuLFmLMwPTPNNK2w23LVipbun+jT3flK7BiiAH+lKbJbw3YESStuGwliMAYqNJvN1OBrTEbxxkSsw3E5x/hTLhdSXTIAbYCe4fKMowQKZNyH+w2ttcgW3lDGRTvQHp3xVpbvd53nNs2PtibGFz3z+lVLfUrixbdErNfZ8rcUyVz3rXlMb2n2FyrrGPmV+GJ70rATWOqK+mlVA89SQxj6tUMFulw9zLKwjMcW794evSpIdQjiZA1qsUaZY478YFF61vdRROk42yNtKAc/SmMv3mhpdXEItWQwCLecDAFQ3lomnWkQgZijvgyKM9qovqFyLe6tgdqoxUEHBxV7T7uW80q3id0Rg5wG/ShbiZWurm7s7N44Wk80rwD6GpdDuZPscN45bz1+UADsOv86rzR6hLdlp7hXnZiBCBxgdKtWEchto4TILcl3D8/cHFK1gLNrqklnPJHfQBIXDOreuT1rJMLTPKIVP2frkdcd6v397a6jAYwQ7xIIww5PDZJp1q0j6dNInyiRhEoyM45zQlrcbeg2KPT7lbdNiqmQzsB90Uy9srWWCe4jVfIzhN5x3q61rBp1mliy7ZLo5MhPO3/OarXNosyPbK4SKEcZP3v85pWAoWlrt1uN/OH7tQ3yjIUVQ8Q3bXl3uwC8JwMDg1p2MNxbxPDHtkaTCmQ9gKyBAbrVzGhyVbLL60xF14biy00XMo+cqDtXtmsQrLsZ5CS0hyT7VsXJmLNA8m5fvMPT0FZ0jefOF6KDxVRSuA60jQsqtkliOnWuugaJofK+1BJ88B+SRXLW8UtvPE+x38x8BQK6JrNnMckVu8bLnljyaG7gEUCNZuoYGTzOmcbh3qvPKLe5WRoi4HtxUdzcwBWZywkQ8Kp65rXktcW0Q3q7S42Rg9PrS8irK1yhazWcks7r50RPX0qrcXgmnyGYMG4YmrkFsVkkikYK+7DY5xUculQLdRZJl3SH5fX0p7oV7MnW0vJH+2KzqQMArx29qp3HnJa3bSvmWTCnI5YHNbMbRWNnILlWWMycc9OK5y5upWkVY496PNkM390ZotYVzWmlkk04JLFti7qOxPArT03+z4dNMM915jKQ3l4xx9azZL/wA2yMIgw0km8v7CqjWpWUAKWdwW256dqL2A27jT3vY5L+yn+VjhYye1UxMb2FrRl2OmCzMKl09JEhtbGSZoFlLO7DqAD0H50XqmDfF5kcsUuGLj7w9afSwFJYJBayOvKRE7ifrxj8KWedoHV0l+bd8iDqQOlU72byQii5YwPzh+M4pITczXC3s9vIyovy7RwBSGPhacz3E0kg88thmbnjjir1hbmJu4MhJ347UyzIWOZJj5ZILDep5rSdjcWafZhjaME5FJAQSFLDzEkw2VGwr3rMgvy87GSAkAc7hWlHNFI6C5CrKD8h68DtTLZYnuZkuQBGynD9MkcimBk6pJvkhSIsgVckD1NUktbx7PyHYBRlmJ6810bxokX76NTIvzq6nPHQVmlJBcC5uZkD7V47UITMK6v5YrQQogDL1OPQ1n3N+93I08kZwF5I9a2tRtLkQGeRFWLcRnoTxVBRI9j9khiKI3LSOP5U9BGFNep8wdeWwcUyKOeaMJu2xuc7R/Wlks3ty7MhYhtpY1aEGxkbJKsR8ooAlNzLBaJbLCAkbfNxnJFdBpcpkUtO6IjDccfyrOR3juCJI0CsMgHmgW8iXG9JdyrjAxxRYdzpTeiCFftzCa3kJCc5KUC6t2MlxhWWNNkYPGDXMeS87xSuHKKSXHbvV20+wNbzm5D/NnYAenpS5WtxproeRA5XPqacBgMB6U1MbcA9DT2G0Z9TWxmJnESEetOI5UZ6GkPCkelLy2KQDnGCRmg5MZb0NDcNkjnFDcRkZqRDpPljX1NExwExRJjZGPQUr87CfpSAdJ8uzHen9sd6jOXz/s1IDz74piJM/OoAp6uwb6HNRLwcn0pVPKn+9SA0pr+S4RYmAwvQgU6w1K5sbgTQyMrIfWqCMfNweBUkfRye/SmK9j0LSPiAbfRp7a5jWSaWTezkc96iuPEWm35hQWqxsSNzY4rhVHep0zkHHA4qXFMamztmtSsrzwSgbeVA7itC11qN5o0uYe2GZRzj2rnF1i5ukto0iC7fldh/dq/DKkN55ow0YPWpkrM2i7o09b8QWttFHM0UqMhwpC9R71Iniaxn0yeRI28ySMKTt6Diq8FwmtWrSXMSrbRv8ANkctj0q/rGmC0torWO3MQuQGQEYIWpKOH1yZJntlgicuOc7etbGneILKFUW6tAFjXG4itixZI5ZUlijJjXyw0pyc+orhdUmWDUpY+Cm7DCp0WpL0Ot+1WkF9b6pp6kJySW6Gnz3S3luZV02PdISXlVeSKqefp8/hmQC5HnoAEiUcfWo9B1eWAwxvH5wQ/wCr6bqd7AzQsiYZleGzwhG0kmrD2qxzPILTlhktVu78SyWkUW7TIlZj0Bziq6eKb3UZlgsrKMlT83yg0uZXsFtDO1HxOlrDHYR6eAY1ycAkmsuDxNqV+A8Fv5UcbYB2cZrobi+srHVor7UIUEnlBJI8DrVbTtY029t3tLaIhbiYHgYCjIyfyptLqCv0LFzPem1Rrq8jESjIAAGc1Ja6MmozxzvemUtAXfI4UYqnc21lNKsCxTOpkKxORkNjI4/Kqmq6ndaVYXkcCFZmPk8dQOe3402BPHLq5t5ktrlPK3eWjEdBmq97o17ps6tbXPmzYBfaeDVq6vrmOx0vT3hVejEjqec81EY21HWTIJZQAdu1OmB1pWHoX0urmV4LWeJZW3D5Wbgmr+rfaFvI1GnW8PmERjDdDj61FNHapevd/Z3jgWUBCx6YPNU7TVpdT1JpZkKWNpubzCudxwcdaYyDV0ubaeVY0WUp8rBD1NLDqN7BaTvdjaiAYDDJ68UabZ6rrOoi8tIgIZZCSSOAM8VoarZT3mrW9hEE3TTDzAOi4IoXkD00ZgEavf6vHHcBI7eaPcgHf61oaHY3Vpa30y6g1rGrfvVQfWsqxS7u/HjW4uH+y2rFWfHAGK1LvVY9NubpoCJLWWQoSe+CeTVJq2pD3J9Nsw07XdxK08BfBJPX3rZ1jxRZLFHp0cAKquFKjGKxDrQtbGa7vUA3x7Y0T7p9DXNpq6T+bcSJmTGIx6VPMkgtc3f9DkmSa/cKkf8AqrfHH1qh4g1uO5tlhtZ2AIwEXgJzVO3je/R727BZoxhFU0hsIXSB0QyB3wwPY1MpXLSK7Je+dDDHcqSwB4+lXdHj1DVdZispJh5Y3ElunFO+zW63xICwzxEYPbGKueGbwxeIjOYi2yNslRxzRG4mtTTtdcn0/wAuxt7aO4V3bAK9xnn9KWytpru/uLw2koPRnhHC+1XLOIG5imii3OYpHG7pnDV0WnWlvYadALu8/eTDzHVCOAf/ANdWkI5WS2ie6tbZrgqsW6TEg25OOBzSWNtew64omEZj3l/lwQBg9TVjUvs1xrs86q08AIhjwOTyeapyz/ZriazhlljWQEqWAPGOf60rLcd7aISO8tkN9dvAm6a4YIMe5p1jaW1xe3Et694tuseSsZOAefeqFpK32FIbiAvGGbaydcE9a25p7+2vBZ2cyrbbR5qScNj0o3C5zZhaG/X7HO6Iil/n54zxVovJe2aA6lsluFLSFuBgdMfnW1fLDDp9tczW0a/aAwLIwJPUAfoKr6bYRtqCWRSP/j1DM79EyBTtYW+plWuox27Q29zP50CH5lU9auXkaefa3FpGAZZcKD0HWoksdOkgeAxRqzTqgnB5AyMmtiDTpbjWI7WzjM9paLvByNznGP60WugvbczprGSzuopSicXIU45LHPNVtZuJ5/MmtYWby8biV4/CtjVtI1WG9ge5XymKtOsYOSOnB9+az0ZrSAtLcsWzloyOtJoLmcdX1N9OZzFGkYGMbea2PDOlrc6J58r/ACb+RjlayridJ4Z7pxhV4VB3q5oXiS3stGaxnBjedst8vQVnve5orxtY154NMiuII7eeTdIRvLHoM896S5ijN7cS6e8T2yp9nXccF/U/pWVrL2Atilo5eSUqiy9AoJ5q5pkVpaII5VVxtCq28de5q4KyJm9dzT0zX706xsWG2QRx+Su4/Kc5HT8ay7XUrqyfUIns4ZAJSxA7H25p9vDEPEDTEq0SMuBnAODTreyS9a/CybHL7t5PUHjFVr0EkupnP4i1VESCRWMM7cF14C+lLNcWF23m+S4AAwijhmFdF/wisl1ZRGW5H2e1HQt8xJ7/AErO12C20Vo7e1kjuYosfOnb2pWsF0yTUdRm1GxtdMhhVZJ8BhGcbVH/AOquT1C2M2tC0hYRWqv5bEccCri3VtJe3V9cSzJcLHiIR8BfrVPTtFlvtCur170edNIQkfqOead7oVrF3UjDaSPFDIxCgKMnPNdR4V02eXSC00uUY5QjqOa5PRtD8zU1srq5UMOSSeM13OiWstkLqAS7okbaB+tTe+jDpcxPFFszanFPA+GjUDA9azWHlQ+fqIL4OQVOSa6PUVgt7+N3GY5OGBNZt74fS30z7bJd5WY5EJOTj6UnG6KTaZNp15BNE97MoSPbtjTPb/IrJ1rxHL/Z7xxRbYg2VYr1NRxKsUkUqxmWNPmCE/KDjvUswSaa1nudoVpRIUK/KAewqlorC1ZS0gt/ZzTOrO0j4CrxkmtDTdJU6o9tLN5N2w3Rp15+tdFeadb3lk72MaxnHyFRwDXO6XYajY6lFLNJHJK7bdz9smqWhLu9THhjlh8R3Fvf3LiOIkptPBapbSeKK4aae4aWRmwAV7VPr9jNa+IryRjGVhk2t6HOf8Kdapa3EO5lZpUO4DGBSKWiNa1trfyWntSVupHbcR/CCaW80+3glnlt75ZC0QOSDkHnjpUmkToVuSYSsmM7R6YqnYwCeCd5J9koYbEVc9aHZ7iTtqU7gBrNIVmzKCG+bqKr6jrsq2sdqGEsRbLA/wAWKuTWFhJrk6RTtNsT7/TnHNUdThtbXTxKtvuxnDDtzWXNeVuxpKNoqXcradbXOoXsPkCNQ2S6ueFFXdQs4rHSnErlrhpdqqvII9q4eO4lDiSFnB7kV3cM9q6I1vcZMUWZSwyN1UmmZJ3Jre2vYYm1eZDHboMeS/UitNIovskdy1oBGxyhI4x3qhp4v9dvDbPeosQTeAw6/p71Z1KPUobAWkt7EtvG2AxGOPyq7aXfUYXMls4T7PFtQtuwRzmoJ1TUnFrNKsaAEMQvenJfR/ZgJcHYMeaAPmqtD5xZRaQuFkyzyyLwKWw3qU4vDyb5Eluo40K7uOT16fpU8GkxyAETbo1PzbmxxWI8sUdw5mnIOTgDuatWk7Pp4iNu4lMnyO4OGqVJbA0X7bSI7e5nEd4vI3LtbgVX1RRbLE0F0zzE4bHb3q3FClvM0cyAzJEcBDwD6mpLrTrmWOF7dVQNIE3OOxwP607t6IOXS5l3c93BEJF1Mv7Yoh8lbFbt3maf7zMU4/lW7Yafb2+n6kLu0WeSKQLuJ6e9V5Li38poYvMKFtvC/LTtYSdzP3Xs+kSX80qb84AbjA6CnwG6gaFRchzKN7ben5fjU+t2mzTg0kkXlMR90+mOtXtIu9Ot7iC7nVWijjK4HTNO4WMyG4maWLzMqrsQxNOW1vJbohrnagy2wdcCtdrbSY7UTl5txztbPG/6YrGsljfW7l5kuZwqbdyEYFFx2IjZyajHFNd303D7QAOi1Zkkt7SHFozygMELEcDNEVza2Eru3npEDt6AmtTTdQtLbQpLV7IvJK25pGAyDQvUTTMFbNxqEiy3O1Quc49earXrX1vEDDcsylRz/dzW5p8xcSy/ZBIWfapb6U2aN5mktktifLTexUfpQwQQ6e0dmJJLi4d2cKTxgdKrajbEae0cfmrOJcEn+7/nFX4BfXJ8iGFwofzGJfuPQfhUN9q8MIkhmaSWZyDkngdqfmA5rZ2s4ooblvNxzk9Kiksr1buGJb4ICpZi3pg+9SWkUssZZFJLD5SDV0xxx20rSyOJmxwRnp2pAYEKXqXs7BkKKMlh1NW7HUNRuLhUUhDGAVaTpUltHEftUc87QzPgqAv3unFTX6xNPHFBC7OmAyjgcUXsATau9rcxfaLdRI7dQOpq672s8yzTRlmYYIHX9KozSyagIHlt1/cg4IFa1hc6dYus0boxdDvkmPQ+gp3FoZ9yHv70xaVbKISoA8xielSppk8DhmmiLoc7No4NMt5LW9ZGtZlUFsenFWDPLYXikjdt5B9RSVnqMq27E6ni5hkdGPKIv3jVubT4bO4+0SwOmQdqs3Q9qSa8l1GZr77asEijaqhayJtQWQxi4Z22Nh5GbrTuK1zoLa3lvotoVW+UupQ9PYmqUcEMkq70dl6FQSCTVCTxSYryOytAqwMQC68EiupsxZzZugxHlDLL2z60XTAozGGzZUghCHBzkc4xVawSMkyTtJAZHxGCflPvVy6WWW93GREgOPmJzxWbrsj3ELeTkxxH91j19R+tILkpRrq8e7nmdoY5PJjJ+vatHSNI/tC2vruS52kchS/Ye1Y1tItjpcX2lJCxBYHrhvU1Kkb2/EcrGN2yQcjNC0BFxmktoJhBKsiqmScYwfSubs7djO05LhjgmQdq6HVbmG304JCgBYfNVGBgttHGpGH+ZqegblK7JRScnc/JPrUdtEvHmMFyepouW8+5OPurV6w8Pz6t/q0d4FOZHA4HtTemiFcu3c7xS2whUBg4KvjitHUbm5t0XzLmKSV/vRgdBiqfiFFsNNW3WLEijKN64re0rw/faloaTRGzkV0w3PzD6nNC1HsctBaW0kaXMjqW3fMgPzfhWrFbhrOG6VSgZid2eccYqrDYmFpkCbGTK8c9Dirunh7H5HdWQISobuaSQ22Jp1q88m6Ny3JYgjk806a5uJdQWG3RCqsWXjpUdpcSaZMGO5GZip3ds/8A66kt7qWw1KK4TynyScEYBFMRn38EspaB9u0jJ5PWq0sIjeM7cmJOEU9TmtvUJVWYMqq8jfMPxqrpywzrcz3C5k80ZA7DAo6gVbbUZWc288IAxgADlanjuStw4Cs8o+QYHNaDQ2M1wqwIYpTgEv3qi0U0Fw8quueefQiiwEm6VrxVuHAMaFVRuME4NJLbNFGWE8e9PlJDDvUc92lxcK8rYKp87eprKeKa9V0t2KxoOp6saA1Jo7uOfWYrryA9tbthVb+LHWusl8Xx3NndRQWUcZucICOwAxXGWy3ESqmUbggZFX4oZbqVYIrfMiL1T86Ndh6F/wC1TyssMkaHyecMo5qC9jc2UElswjkckkBjn8qkaQW0STGUO8nLHofpUXkQS/vpJeFjI256HmgRkwtIbreHIOcDIzVx/tcQIllSRdoIyOMUySUz2iwrGEUtgMOuKz9bllSwbY5AOEFIZoW13fyPKsaRFXXaSOw68VGb42pKzwB2Vgwz3xWJpWsPb/uiTuFXpprl8xSQYeYFgGHIFCBlRdTmv7+S5vG3RlgVj6CtZxHeAXEm1Io2A25wMYqta24e2jSRVUEYX5Bzilj02W+lkhVgsS8lc8UxFW+PnzSNHGDGW+Vh6ewrSi0mCG1jYD5nXJz60s+j3Ee0RONqIAM9DV5Yr0RR+agITCmquxWMw2o+1IpjzxyagurOSO88uEdvmrsdEa0/tNZbuLdCvBGPap9Wt7B72SazjCIxqlqLY5bRLJmeRZ1+UVdudKt8E4CjtxWzZWqsrHH5VcawJiYFMgjjIrWKdtDOVt2fLqgLvPvTj938c03lTgnrSnqB6CoLF6qPfilH3wO1NA+VR6c0pPekAFt0RPpTycbM96Zj93t9ac3LJjtSESEDLeooHzH2FIeZWA9Keoy2PUVLAAflb0JpcYJ4powYenINOzyD3NAhxySV9qdk/Ljt0psanfz1pVGAKAJV6nnvUy/fJ7VAgyw5xmrEY5AJ4BpkskwCrE9KniwAiZ6nJrdn8ObILUwSJIkyhmbdjBz0qLWdCbR/JkaeNt68KpyRTejsT5lS1lO9kQjJyOeldRqgtrjwvZi1i8qTaVd16FgcVxcWU8s9ydxrqre8a60ExsoUQnCge/Of1qJNWNaZf8P2Z0/wsLm4u4ZC5IMRPKkfjTdQ8RTavqcDahOyW0I2KVHJFJo+laS9zbT388ipLuGwtxu9cUanpiK3m25XYr/KG7is0asv2d1o+lan9thSW6yvyh+m6uTvbZtW1uZPJ8qSWUFsjhQasXcskt4bZHVIwAzEdj7V1S2EkelLNEvmJcoFeWVcHNK19xnPXcSeHrA2YgR2mOVlx1qObTLuzjguGAHnruBQ9K37yITx29rqCJM0GD8vHy56VFZaONW1OeC3nICLmKItwlDV9BJ21KGk2V/JcBjE9woYcue1b99Zz6J52p2FsxO3lEGRn3q/oOpwpD/ZVwUilVsNJ9O1amv67DpiiO3EUvmLtdc5x71lKm171zRST0scRBol3Pepe65pkhF/HujY9F/w61DPNHpGnfYY7dB5CsQ698jA5rrZfHryadFY3NvFtjT/AFuO3QD8qoXdnpviFGisZBGiICoI+831q3Z6Eq6d0ZFpcq1vZSRT+XJaIZWyM5Jzx+tR/wBnHWdQgml81TIjTSso+n+NN0k2kl49vcvGkMWQ+f4mrXuPEVlp5hjtJ2mUKYyEGAc9v0rRbEvUzJ3hS+iu2laeJAVTIwelaGrPPpekwiCNIJJwXJ7gE5qusra6ZMmCxs7cAE45Oc9KfA2mC+iMcc9+2dqCUHB/+tTaBaFCO9m1OOG2JlvMc+WOmfU1raw+pR2NpaLBbwpdcLGhGcD1qfUdUa1eWzhs40OQWaPgLntmsu1trnUPFcdskbkWkRZ2DZAzmkgNrTrXXrXTPLtkgaHuEkXP5ZrHtppbG8W6milidCSxPJyafay3dlAHTf8Avp2AcuRgDP8AhRNOdQnl855BaxR5bHJJ7UadBtt7kcl/Bb2M1pbosRnYu8xHztmsQwW62jQli6uc/NV2eNTqlulqPO3uMtKOFFXdaQLbRRtaxxzMDkr3GetNak2W5l2diNSjS3lJZchFHoK6DXvAMWlaNY3Vq3LkrKCM84J/wrk4bi7tInKDaQflr0jTPH81vpcEVxZecFHWRepqdwPM4ZxazIixHG7kdvrXQxeXDDsUoi/e355JpNVsZtXu2nis2jeUl8LjgZrBnVrPcrs5EJ5BqeVml0ad9LAJUZkVhL8ue/TrVKwvIrWWeKLczAAHA7VNDZXWpAtHb/JEMlqm0O1NuZr2WCT7O7FGlHOOaqMRN6mjBqCedCj3DW4jhYDjrkHii31pFuE8x4JI+VbnJxj6fShGsjrs2blREsYRTMOSOeetQNaWUNvPLmGZWQ429Qc1TJuLY3WoRzG4tfJA8wmLJ6c1Lqmn3dt5l1cOXlmjLb1HABFTWEGnmwVDprsscABnBwC5A/8Ar1z2vXV3ZWzvHPL5JIjSNx1H+TStoB0mn38lgiwWsYmRolEhK5OcA8VT1PV4LmEwL5zXErbSjLg/XOKbo2ranp1tGv2eOUSYJOBkZ4q9cm4vdaQDTfmjXbujA7+/4Uaj0MVIbzVtS0208qaOxEgVmz0roFtIE1PUlt52ZExFvb0xRbauqSx3EcUkFtbtjG3ILd8mq0KJdq04vEjSW58xtxwTk0LQV7lebR4Jbu2tLGdpduZHPTpir/hl3Z/PjmmhfzGBKuRgAVNdadDJqep3tncosUcPlx/MPmPNZMGmuXttMilKsW3zMDjCdT+fNO1gRvQT6prmq39x9rVooF8tPM5Zh7c1z2pWc/2t4C8bSq+T836V0unQWsVzd20EkPK/I5fB/nXM3drL5gOAlxI20ENkn1NJhcoQWlw0vn5EsaZwg7kVoxajcXl9DINMRIo0w25eD0rajs0sUtYCu3dkAjuTwf51UukuLRLt0kAtbcqh7kkjNJJg7GRdaVLqd4UViN+DHEnrQNOKPF9oV4gH2ksfQU+W/wDslq13bTlJwpK44IrRgE9zZ2sP2V5Ll0MjSN0Gc8mlZMadiWARtaM48qZYnJRehP1qml1CunNfOnlbWA2kdee1XIbO0E3lyoZmTAOxTtHHNV0sWv7m4lCg6fBkIrcZHc03otAWrKdjc3mp38zQ3QMbJyHfGAO1Pt3k1S9e2ij2JHzIx6MapR6a1v5phLRpnKEjBck9q2LSac6XNYwWbiSAiSSdRg++fzoadrAu5z2owgtJDA+3fwd3aujsLiGTTI7VLZfKtVBknBxzjp+tc5aaXdaxrEiJvWBB8zDk85rqr+wjsdChsY4m8y5fonUqOufyoSsgbuzKgeNLrziVJJDbjXRaHLJPeXAMy/Zxh93vUf8AZnhOWxX7S8sM2MbVHf0q3HNoukXSwwKRBLCAfl+83P8A9ahRSuxyk3ZFPxEV8qJ4NjsznYeoHvWKY715Id8hlZ+GZjxj0FaU7RXF/MjEwQQp8gIPHIqvdXWnwxQz+dLJ5XzbVHBNC2FckuLk6fbrZ+SPLPLBV5AzU2vHT5m0iSNDCild8f8AeGKo3IuLm3admbJGRkAYFU9Pt/tM0EcsryTB8Ak8AYNF2mO1zt21e0keWKwhZYV6ZFZkqG41WyjcmKNpMtJjpU8V1ZaYG0+dT9paMFSPaqGo6jNlDabtyuOSOlUvMj0MvXJbdNa1UyTGVw2VJHXGazYLofYxKZgZZXOEAxgcVLemWV9UnmGXIGaWS+ibSLUsg32wU8CpmkXF2JItaexaUzEkTxYBx0x/+qp9E8TRQacT9leTbwXA6mo7gyeRH9ttiS4PlqB1BqvZK2nwOgg25Odrd6TuhWuQHXWjvZ5jZyKZchQFqpeXb3WizQmN4nRs4Pf/ADmugfWbWF9tzZ7HHTcBVTV9QsbmEBBtYkZIHap5dW7lczdos5zRls0jka7baDwF7mtDS9KTUZprdJZRA78Kg+ZulWtIsdIvb/z5DtSIYCsOGNbsGmy21jDd2dyAxk3uq8FRxjFEYdRX0sya2itNNvJHgeaKSFFVQ656Dnv61mX2qReIPMTUJmkkA+VIhgAircltf6kJY1EY3nO52GarSaNPpl0RD5exUUOQR8xxzTkn0CNupTMCWsCiOOXykOSOuamv/EF/r8NvZrhI4xhEQYLkcc1z0F7cXl60cl55CeYE2+2a6Gx0+Cw8y5+3q86yfIq+nrTRLfYwL7TJLWYSXBEMykMIzzW/aCB7Rriaba6plAeufYdKjWye81K4vL2RWUNhPMOOKZptgyXc2ZYzAfU/pStqCI7W4a6Z5okOdh3Enk1FBrEt95UD+ftjIYAMSODmuk0/TBqF2bWzaG2QRneyjg/Wudm00Ws5kW8AWLhvLHWnyvYq/U6a0nuLpL62gtQfPjEjNLx0x/hXPpqGrQWjXASJY0JO3b1q1Bq0T+UVuG3CMoWHGOtctfX95tktIizwbyNwHXmiT0M2bF0bvULeCafa8Dvg44FWLq9jtvLs1tU8vg5zyas2wkvNHsbaZoY4kbcccE9KoS6ba/2gZbm7KurDyiOVWnr0K0sSanqtrdoYGtJonPIIOAP1q7YiRdBmMBeNpCX39yMf/WrH1S5ii1FBDOLlyCHYjgCtSHxBpmy3FysklvFFs2R9Pxqe9xkUVnANIiiaaSe8knDkdgozmtW48q5kk8l4wZCSsSnOAK5XUdSuj5E+n25SM5BUckjJrZS9SLTluVTZJs2EEcgn/wDVVIL2F029aCCaIqq4fIP9K3Yo0nthOySRF8k54yKxbD7LJpwil5lMgcEdeMVt3OpQz2yvOdighVjB5bFJyd7AkjKEtxDODHukkPyrFEDwfc1z+taRqcFw3mwPHlN3z9cZr0u0j1O8R5bK1t7a3hXezgAsP0rjPE2rztfrbz3JnZgFZgOlOUdCblDS9SbRreDeXZZB1PatK81aC/kiijm2Hqx+tRX1q02qWSWxD26IpLOvGcc1Yiksn1zyfISNmlAeRiApwaVrAmTm7iukktY9yvG6gy456DvSafYyR3juZmmlMjZyckjNOjkg+0XCON5kn3YX+LAGP5VBpgngvpWjAQyM5LM2doz0pjsT2jyJDHFbo2Sjl2x2xT73SITpsRaUbiRgDvk0RXUtnHteVZE8hkDJ05FWJrC+cJeSRDYzLsjz2GOaYWMjWPC17aRibTpN6DhlQ8rT4tQEWnpFJhr9SFw/93P/AOutCfV7iwS6+yRkTXLiMF+QBg5xXM3M0tlrjRyhZpWQZJ75zS+ERbltLm7k3LgJnLbR1HtUmp6VZ2KHCyyvtB8tu9XbB7WNWubiN4fl2DYeP5VlTXogaT98ZXf7u7r7AUc1hpXKU8EdvLi4tzARgjNatlqkkKM1q2Rjbz3rLuIrm+lJut3mZACmtIabBbKrvNhgOVWhdwsakeopJFO90XeSQKBjouM1E920iRoykIGDfhUltYRz2KzJnzJDhee9La6VeyeIDpcq4ITcSPxp2v1FoS3V3G/yRLjcRgnkDitRILe5tFlM6OUjBbjGGNULzw3eQxtKsbFAT82MCsv7JLFCCJAqk8hTVAQaod1wsSuWUHrVyGCWSykkjX7gwKzx5UkhQbt/rWo9tfQ6eY432ow3E98UnoNGWkbukkIGHYHJPauu0PU7jwpZZhKP5o3NGRmuZRWFwrzfMhPzgcZrfFxaXo2EhJcbUz0H1p9RGfe6jJrzX+oSR7eyxj+HrXY+ANetrKyt9HubcwyyDd5h6MfeuUsIwjXCbkO7IYDpxUsF40emxSSzxJtOz5vSlsDVza1I+Xrt/DBOghzkMFBGcZrElkaeJWV0YxDLA+vaswzSTBm8xzCr5Pljj6VPvECSlrOULIBgsCKYeReuhNKMFVYgjpz+NQXT3EkMKpCFkU7Q/bGartcKNxhDo7DHIqSwub1QUUeZtGSDjgUgsaOo2U+niG8yJDGFdtjBlB98dKqWstwNMkupI18uaTIPc4watjX5LfQNSs5LYGS7wA/ZetMF7aJaWtlIjeXEhZ29yMULTcCO1cXBabDlgenYVDLGI4HkeVxIz/KmclhST3iGKRbEOYx949quWOnxPELid38+OMsQ/fPSmBROlXd4hmZQkY+6oPNEHmlHgLbGTJzjGcHFaiO08AiBCunRvU0pkt7hZVlUpOihFZRweBmjQaMv7G8S+cJUYjjAPTNSJtsbYXBkYb32uB1NWEWExJDHHwn3mY/eqK5lRmhhk/1aMGOBQIZcPFOqLbZ8qM87utQSBQXXJBc49q0JIbaJ0mJIjk/hXqB61Rea3PkBQSgcyfMvLdOKBoTEa+SsWSIwdxz71FfWQktTLKduT+7i9femi5VbyV5B+6Byy9B9KrvK17OZjKRHEcj2HpSAfb+H7q0+y38sSMkpzGB2+tXb+QzaikwSYybNuG6VaVbltGWXzQ0MmFSMHlSKzPIuY9RhyrbycL5jcfpTaQkGlCdHmuDAzJEcbgQCp/GtqV4BOJ/LeMSAKikZyc9Tis8Rz28l1A7ojbgxjz941Pci422qrHIuw5LA5oYFrzpPO3S4VA4wpHWrNxdCV2dSqgEtiozNLMiSyKkhAx059KjvIraKx8tTtmYjknt6UA2WLFxLFtC4BPJ9avSojx4VcqvXFZxYWUcaeYDtHaqs9xLEhZXP7w9AarmJtc6Gyj2ovPGa13cyQ7QMYrE0t3eJfMyPrWq9yq/uwccVrF6XJkj5MkPzqO/WlYjP1po+aYn2p3XHtSKFB+cj2oGM7e5pM8Bqc2BIrCkIBgOo96eceY5FMZcPnFPbGGx6UCAcHdThkHNMydgJp4OV+gqGAZ+TAHU04cMnsaT+D3BpQP3mewFIBV/1hNPA+YDtTM8Z9TTukgFMRImCxJPQ1ZjI8wmq0agN9asxjJPHAFMlmzYJFf2y24lkW5LZX5sDFan/AAjd3Kks9xdBIYlzl2zXLRs8RDqSDnjBxWrbDUL9BBE8km44CbjyalrqNPS1ijn58npW/YB2luYlb5dgIFVNU0G+0YJ9uiEZddwGetaGjwzWMqzXqlPPTgEdB2rObVrmlNNMk8N2eo6tdyRvCrR2xyrZ5FdNexCLKyqu5EJGai8NXdtpeoyzSlthHIXq/pRqEVzrOtET5tbAYJB4baaTZdrkNvd6WbGEvZ+bfI5KhVzu9zV2Zrh7i3bVpylqwykScAVoX+n6bpRt7nSj5oRNkmeQCe5/Os3XYYmW1a5uxMAwOxOgzzim0NWKN1qNppt3tt4HuLwOcSHkMO1N0q3vGvILglrNrt2Dux4Awf8ACpI2k0/UJLqKBXMeSNw4ANRrr9q9tuuopJSZfkBHyg+1JrUOgmpRQ2U4SR8NHnc4PLe9Y1pd/bxLO0cvlJkFz0rX1TWLLWtXS4nVLVbeIII0XgnA5P5VDDrkMehTaZCqeWxLbsdaGJIyrS9hmcwSuJFDZAP8q3JLmSdktI5ltISQWdR0Fc3cLEZD5WxRtwQPWuh8NGeDSbiSdIp4WOCHPzcUovoOxLbaLplteSZ1BLiIkPywGfWrWvTWWpiwttHtSvkkmZlXgde9Ud1hiYNYAlgBuVuF6+9dGWj07R4oNMTJuBtb5ckmqCxiWVuksltp1yhEYBeVweTjFaX2yz0u3jtz8l3J1YDOxP8AGotP06O4luZby58hbZV4Y4LYHNZVheST66LmaA3AlGEiHT2poRtxWenlVkdbua3L5yBwx5PJzWbb6pcibU59LgkjjkJR2A4xzgVqT6tKbu4S8i8pIIwkcSj5dxx/Q1mxkaJptxbpbyyy3CiRnAztP+TTCwk0wm+xaf5uwwRliSMZYk/41Hb7xJdrAyOQqjOfQYp73s8+rTn7MTvgVVBABHJqBbA28f2V7KYSO27zA/b060g1J45JLPVIl1BQgkAbCEHj8KoSanLc63PGIN0cg2oSfuj1q3q2m/YZLf53M0qDIZy20U9FtrZvMiAecLsCk9z3/WhIC5deHPs+hpqcx2l5QkSddw55/SszxLqZvNPtYLVMPF9/bxgiu1uNVutR0+ztDFZoYQMZcYBxXGzxpZpK01uPtTuVQRtnc1OVuhKTa1JtPm1PT9CivJ+R0WTecjnpWbqdncyWtvetGZWuJW+Unrg1PqlvfRWFnbvLuWRw7xrztrUkiUWSTu6yLbqT5een0pX0sNR10I7U3Q0K9unZYCYvliXvnitG3t44NDsbAXEQMkZkf5hnPXFYN3cf2jZQvapIiO2wA9DTrA2qQRDYZJ3YoxZicADPFCZTTvYSHRBq0F1fTXEexJghjDAMwGc4qXyIls/siWqRmSdQrlui5Gc8/WqlnDA0hEVvJI5mYH5iB14zV3WbaGxjNvndPCm5wOQDTQNWCC0ka8a0W+eG3eTAUcg4qprtpdSanJZ+ZFNHZkFVI5Yn/wDVXRaLrMVqkUNzYpcMke5WjX7pPTP51jK1nJftJfuVmd2YqowVJPGaXQHZsqSGezlzdwTREAEbentV+K5kFtDGbqS2dnMjNKuM9e/41ZXT3fUIA90j+dINpkYYCjBq1rs1/Kmy6ezMMLbVMYBJGOKPURmC+is7aS1Cx3ASMtvU8Zoe0uvskMs9mZI413KFIx1qv/Zri0dTCA9yAd/IIz6VtParYaelmLu6F3naQ4yp/WnYGUobjTrsBJYjG8rgYBIxwan03TwtxJLZXO6fzCBvGV2fj+NZ12k6BC/kyNGCcJwR9auaReWjac8rxzW+IvlYdM46mi4W7FibS7m1vnvb2wEkRGwPD0HfpWPb6npv9oz3jSqzQN5cMLH8z+grbt76Gysp7i+vWlTy2MSZxhsdawNLMDWIYRwFctK248sSc/1o9ANPTprzVrrdNKbe3PCMvOMc1NqFkPmQakyxTMMB1xvYVn21/DcIii1azUj/AFmTzVjU9OMjWskV2J3VSwDHGwc0r3VkO1mUfEugppNjHfS3q3Es5/dxR9qn0TxFqNqDDJGHLoIirAAhSe351VvIHh1CwbUd2GHmInXj/OKrXt2kyO5cB2fCfQVL01Elcu6mNS8P6iFjBhEwyA2CCDzWlDHE0UFjaXBM12qx7SeB/eP6ism61ZdevBcaiWVLOHYoHTOKdZmKGKG73OsiAsrnpz0Aqrp7BZ2LniV3XVba0tizLAuAc9COarxeJ9Uh0K8SSQBZyY84+ZgOP6VWsJPsWpyi6/e3E6lVOc7QepqHU993fQ2FjHuUdMdu5NF9R6F7wu32K1uLiRLlJ5F3AFTgjt2q3ctqF9KlzDhYwQmFI+Ud6sXWuy2Hh2S0ntlS5dRGJXABCgHkVjWt/aPbBrSeUMp/ecnFGgXL+owSvcxR+WiHcArA+3WtO3tltLuGW9Mbpk4PXpWMGk1OxnuZpxHHbNgYGGYHv+tGoX1sdMt44X3Lb8nuST/+qjQRDquspHHdokitLdTBQoGTt4/wqP7DN+4iYYRiMjOOPpTbSw063vYrq7mJZULqpXGWwcVo2lqdW1FppGQrAu/BcD8vzpWGVL5mnuks45yImbEYfq4rSmkg0K5tbSS3O9WDHYMk8Vi3FnPbXSGNS0snQsP9WPap7+Rbe4t7q+uWBfI3HnjGOKL9QNaW+sbvVhdNC+1VIG7tVJNacStHDbhh5ineec807ctxGIrNV8t49okl9a19I06ztUgtZcMUiDO3vQFjnLm8a4utSJQKJCox+Aq9dy2cPhxNLWJPtMyt84GTzWLq+qwR6wtpbxA+a/NaNtcWljPJcPF5m1cNxkincVjQ1J4Ps8DCcyCJAB7VnwaPqGs5mDCNYmD7mOPlrKTxDZX03lrIyAHgAcVrRas0hSONjheCwOARWad2zRxS6j9Y09ppIr+ePzbGFtjHuTWNq09u1gsllBtZpRHhh0HFXpvFNut1JpkkLzI5DeWh71V1fU9Os7SNFgKiSQMUPUcinbQh7nQah4fbTNCt7gyRmSSIMFWsWynFkIklZnLAfKGrSvvEWnan4U+zW6Si9BCqWJwBmuZu7SXS9ZtkV8ptXeznIBNG2om29wvNVu4DPaxwyqScpIGP1pbazuJ7FJDqFxJcvxs3mr4uQYmtx8xR/lfbxzWtYX1jZQ3VvdWXnTFAI5EH3DxVXQXOKtfCd5PdXkc0+wQt8y5ya2kXTY7mKPTVLOihZC/96rdhcJDPM0iEs5y4J5NX11Kxi1KOGz0wKAwkdX7gfj7Uh6HE63d60dTlKSgEERqiDgin/ZNS3Wsd4Wi3yAEBu2RXY3F59rlupf7PiihaTcueoNZz3bSw+TIInkhIKuf4j/kU3bYVnuIrWtgrJFNLFJ5gXdu6+1aN3pskdsF2hBLnDN3FYXiCzS70mO5ju1+2K4IjQYA/GrsU2t3Hg47zHLcF/L3v95V5/wDrUXuM07HwmLfUooJJV/eRluelZV/DHYXrqSHhV8BVHU1fMms6NGq3qo5WMYcHnFVpJ7e7s42hQvPktg+vNQ1dgnZElokEkcV7Mn7hJceW/QVobkeBoljhEUzKW+XBAyOhrPRWsvD43lTIZMnvzzXY6TrEVvpcMd5Y29x83BPBq07aCPPNbRrq7kitIFWPcE3r6VdutNeC2jCQqscScj+8a2tU+yG+kaKMQF5AdoPA4rpNb0GFdItWttzeZbgsc9WwKqKXUnU8/wBO0qUmG7WUl5FJEZHAo1mdVKxmMB/4iOma6fw3pV5c3txvTNtaR4Z16DrVbW9LtIre4uI2RmAz70+VW0C+pwkN/dWwwoU+a5APcAVtaNBJ9mluruIOGOUDdF96raQPtAAFsJZCSinsM+9dTZ2xaU2lwdsSDG31qbFWJNL1G4fTJ4obt1huAVYdM/SsGwtLcXV3cSSgJE5UBiDmt+8SxinFsh2YQlSDxXB6lunkngsg2Q3Y/erOY01HW1zr9N8UpfWKaa9uJJI5iVkVeSuDxWFe20txqalQViEpJ9c56U3wrFLaGUyIVnSQYJ98Cutt3tY4L2W5kAEDBmKclgf681S1RJHYWkMN5ZyO6YJYEEc5xVW58u3ilFuVleQtuAH3eTVq0vjdSqiIyQ4bY5XBH41RS5t7bzywLPJGQoB6cnJq27DMy9KpDFwI4lhzkH7x4qzouo3V/aTq8hMEPJY9QPrU/wDZYuLaOdlxapGqbm9SB/hS6rKLY3NnY7fIKKZJEHB64pW6hsNsL2PUJQSHKISqL7+v5VBBoxvNVnk80+TuOHbrimaAkVnatNO5MjElNp6dqtxfaIysYbYsuSpfoalag0i3fQxJAIbTa6qPmJPeudjt57u/UrbDchyAOc1vR6XvsJf3ji4U5wBhdvr/ADptpbPaBJo52G/gkDk+1NAZt2LoF5gP3g7etathpomjQTkFdwLBu5Nalvol0YRfSbUt1fBDHkZ//VVu0lhkeY8ZA2quOD71QtyKe0gt5I3AV7SHoinvWPDezHUp7m0uNuThWHULW1CnlQyKf4yVyea526t5bCdBCvyM5GT7U9BanXzarqsNjGksyy25U8Ecmubu5LcadvZCDzj3NWF1EzrFFMMLnHHpVLxJPbtLDBbE+UoyQfWm3YDO0qJrm/5XGSAK6m/fYTGCAOFH5f41l+HIgLjzT0XLZqxPLvvhuAZU5I9c1m/iLWw67t7VordpJRnG6TA6VBZ29p5bPJl5mzgZq1HLA0sg2lowOF9/rRc3VjbLKYo3ZzxlvWruKzMy7U27RiBWZ3PIHQVXjtwZ1bYWZTnaelbMcqW8ReZdxcfKac6eRfMZU2JNEGX0zxQBmzCR4ifLZUBwdo4zTHu7zyjlmfGNoNdVZzWt14ajsBsa6a5JK45I4rN1K1uY0Fg8QWQHG7bjaM/rQBSh1T/RnNzAplYH5gowKlFqxUtCxRduWKt1qM6Z5EV1vuQzx4CKe+RUSK627O7AY4O00CuQ3RgSKKETuZS2Xz2FOktftN4zLcloj8uO9Vv7PWRWmRmXdx8wxVi1ia3gMfOSfvik7gjRtrK5CtHG0bw43OvQ4HP9Ks3L74ElljkiWQqvBBG3HFUBI8Nq5W4+YkLt6Eg9auSXEbxRSGTZFCBuHvjFNAR2jwXVx5HmMqr82ehxT2uWS2KRqrxB+WI5/OokFjcwmQHbPLkA+lWY7JLaxAV5GZshgKAKhWa0k2LhnmUlR1wDVm1t/Js/PYKzOSqkjp7/AK01pp5RiIJtjTBc8GoI2lAEMkjQooz8w4JpDILxpbiFzJhxH8qgDJJJqKykuo5mleILbQAISw/l+VSzzSxW7SwbCo5I965661u9ltvsrkkuSQqjqaGIuTO+qzBIE2wlwoJ43c1px6eYY5Q6hLeIjcc/eOOlVtIJu0s4LhfKEL8tjHpUl9b3DW7RK+IpJSS5PX8KV7jQ67ma2t7abdiGdiUjQ96Lq7muooZYrT7nAZnORjmoLSTy7uEXCfu4xtiFbdgyCOZZYt+/JAPGPxpgZU1vdx36m6Cl5UDZY9qvu7JAiKrK5QfMrZqXUpor46c0uYtmUdz+OP6Utu8BYxoQVXIyTyaYizaana29uEuOCO/rVG9uLfUb+3hwyLuyTUF1pcr6jBKgzEZFU9x1qxqVtIusslum5UQDco4HSm0lsCdy3cpAd6xHcgHWs5Yj58ZZjgfN+FW5LaRjiJiDtEePc9aS5UR+ZGYnLqu3gZxRfuBo293JuBXb5arnJqKLUJr24bKAQg4Eg71BBLbvGqtIVVYudwxmq5vSF+yRr5Vopz5ncn2ovoHU+f0GWz2PFO7MPemLnyiR2p46An+KtSRGwAB605xlV+tNJ+YZ7ClY8DPc0CHSN8ufWlYH5fQ9aacZx2B4pXPHHY0gHN2HSn9G202QHcmKVj+9B9RUsBy8uR2IpQOCKE4IPtSjgg1IgBOQKkH+uGajPXPpVy0gNzdRxr1cgDNMAjiZmBCk4rqPD2jadqBVby88mRmxtI7fnXQaX4csLLVvsl5IpCoCzdifSvR47XwZcRR21isTXSD5SoPX3qZys2gjG553N8PoftDLDdgxL0yOSK1dL0Kw0QmSM5uDwu45xV25u3s9XNrIM7T19jVO5ZWkMhyCTwfSuZzlLRnVGEYq6Rf1O1s9at0F2MSwjKn1rkNcuXnnJcgqq4XHYVuT3CBHBc7wvX2rlpV852+YOpOMZ5pWCWpc0+R541mixvhwQMZzXTXt1b+JLJJSRDcKAk6A4LAVy+nzrpYwgBX+IetT3EkM6G4txsIB3L61pGXQlxsjc/tS3ngutPsRDBbEKC7nLOfQVmWhjsJFeU5MUmUiK5MhqWDUbWHSreGyslNyvLMRwD61RihufNN1cOS6nJcjgZOOKsku3s1zq2pC5vgsTEgR2cfp71PrdjPa3P8AZcjwpFEvnBlHQ+n6VA06QvizVpZ25e4f+HPPFZep6hNLZSJgyTM+1WJyzmnqILPS73+y7jULiASJM2ARjOAcf0rQjl0pIxb3NqUYqADjoKowLrcMBgcMERQQu44GTV66sNVto1vrhEklYAheuBSBFOC40i0nnC2JmaT5FLdB71LZW9q8NyksxjdiFjjzgfWrOm3l5qUs0gsrUpB8xJPU/wCRWav9papeSTLYjO7ov9KWo9DSn0LyLciK8HUZCmnrb6hYJbSLqKFyx2xjll4+tB0m+itZZZ0MRRQSrHnJFZyrNBKskrAMTjJPTNCbuN2toV9Zv54LW7nLFpWOSx9an0u01dtK0/UrlBbwXJAhlyO+P8aratC04VFyVzh1HetPXNbGo+HNJ8PRw/ZltAN8jN16f4VWiIJPEEF3aQxRm5jnnlkAVV/i960rDQ9el2iaaGNyB8jntWJqbW6X2ki3v4p3Qryp4XBzXQ6TqEl94suTdTxSYjCqrnA7UaD1K+oeHtUS8zHcoXIGWU1MmhXLBnuLlmOOOehrY1PUoLKcCSSJewVDWQfEkdwJfIAbYPmzT0Gc+LP7RqF2Zy832dPlUHqKuXK2kf2po9MaOJokIZvvAkmsfTvteqeK7e3DvDHdMyMV9P8AIrp9QVNMudUsTdCZYwmA3XIzxmpAq3CW8sPkLbNCIUU7uctnHX86sxRJZxxN9my0aNKsjHO8nBHWle9jOHMqsJFBYbenGMfpT7iZG0+bUruQk7BFbwL0VQMZx+FP0C5T+0vEgmaIG4ueFVudvvUtvZxJDLHu8xiNzM3r3AFOs0sjptvclpGu2JkLn+7xgVFdz2wZ0eGRrqZP3ZX+H3P5UCKk91tjt7dl2Qwv8oUYJ/zirltYQuVeJ4w0IZmQ8Hp3rLDPBNaLMPPYkkAVO/2iWxS7itipuZdkODyx49/ejcB9vFJayrcKQImZi69AOtSxyW97ok7PLIssz72ZlJ3D64qtd3c9jY7LqAFQ2w88g06K6S8tVs7NdskpESA+nrR6B5CaIZJ4Jolk8sSsZTJn7qqP/sa07HSBdSLNdOPMkJbleq54/SsNtPOm3awRyMzE/MFOeO9dPLfSROs9x5f7pQIwvGeMDNFnYd0UdYgiN7JKsausQWJVVsdzk1BBYxWkhaW0kcy9FVyePWpdRSGxsWluDid0BB65PrWfpssTw3N1LKyMGCxle/TpQtwuWdYmna2UxXNxGwdESI54GKsXWq6il/awvqY8s4O5xk7hSOHntrd7W5MhSXdtlXvg89KzZpLhro3JSO4kL7QgHWjUReivSU1KJbmGWbGd23rkipbLRHl0wTHUYVjEW14ARmpbXTvKs54ZNPCSSKGklDfdBNQa/wCHrWxFmml3QZZFXfJu596LXQXtsYt/pj3t1bWTzHbL8uR/Co71q3Pg3S9P0xkhvnM4X7244NLLBa6brsuy6d3jiUQj+8xz/wDWq79uuprF5ZrK3keSXyxt+8DgUWTBlO3ifT9GWWaW2v40XmJh8w+nFU4dd0nVrloxC8M7ABQo+6o60TxXCvLEq4LMN2eij0pLHRP7N+0apLJC+YCkaL13EGjXoBT8Q6009+jRTB1VBEpI7DAP8qvHS7W9hikgnh8pAN25wCT34qtYR28UO2W2DXDAquecEnNF0i29hLGYohIqlQin5qV+oxG020s4DKLhJmlO0wryfrVhz/aKWthY2b4gG6QL1NRJeizkWefTxC6oQoKjk44zUmmXN/ol8L1Wci6Q7UQ5ySf5U9Liuxs2pW5nzb6eySxpseRjnis9Jbq3BntARMx4Iqe7eRUktBxJKdzk9c1p2umi2tIy7jy4hnd3NKTsm0XGzaT2Obv7mS9h8zULl/O+7tfnNP0GS6fNvbQxiItySOtPn+yS6hPdXClkCkKvbNM8OXyWfmXE6lkPyoAOhqFJ31E0uh0GsfbfLNu4jZVUFypx+FcsI5Yrt0AbYRyg5rfEFzqmbtHcxJIEKEYLHj/GrGl2s+lasl9eW6GMy/6s/MxXnnFXvZsl26DdNuv7YuI7NI13IvzmUYz7CptV027sFiHlLEGbO5D2qDW4bfUfEQl0lpIkkblgu3H5VPezX2n2O+e8WcBgAsnbHNPYfmJDqFzC7rNAbiPZsL4wVNRTRnWZ7a3lsC4iTcAp+uKL3UL3+zoZrq0GLttybOdwGRzTNPvJppbhfsm1Ui6q2DgZ6UbaMR0gtbO1jhFzZMuSFVN2cH8qpX9xeC9vXQkNjai46AZqqmrXJure2ihUpChf95nOeapnxC32jc6BixORRddRqLuZ1nFE/iO3nmiywUk57cGtwC3iu5GVkZJMsBg9fSqsCLPfMwG1iDt9qsXkMmnhLhFDlRyDT6CsUIrPT7fTnSW3TMmSSOCuagFnp0UJW0klLHsWP+NU/tbahdSefAuGYkgHtUlnZTXF43lQJFHGny7jjPWs2x79CL+yILTWbe6AcsAS4J4HvTp4oftq/akE+19/HUjtite8e13wqxYMybWJPBNOhtLWwvChuEaYxeYpCk49qNdkNrqXLd7LUkjWOxjjIdQM8U/xzYS6Hc20Aigm+1qMeX1X9a5+5vUWUSGU7zJ91BV+KRLlZrq4hupZ4MEM7ZCj8/pTXmDtfQpWtpPI83IDCQLtboB61nMuo3Gs+RFcKkSdz0atnU9ViGntLBYyIFI81yfvEdaq2Jt9UiBhs3U5wJH6UrdRXexdsrZbm8clF8zySCeozxzUx00T30U3mFzu2vL0H0qKz1C+tdSaKOK3H2b5Sp4yDWhqdzdTO8KvBblQHJA6/rTXYHrqVJdO3XKpPcFLcMQC38XtWVqMtnptkSyhrjzThc84z1xT1uW+1xR3M7Stuym0cZqW60qO8M1/dHzDGcFVHIo9BdNBluINSsJppIWQgbtvRRTLy9htbG2WxWeSRyPMUjC8VPptncPbTXU0RitCp2BzjPHpU93BDNFCGlEUKLnC9TRaw733MzVtUvfEEyrM6W8MWEKocsa0rae1t7MQ7Qj25K8j5jkf/XrPbVdHguC1tANyL/F1Y1nxePYYr799axBt3Lkc0JoW5sWqNcAwCRQuS58w+9Sm+FtN5cjIdp6jvWZLrlqZftjrE3n8AZ59Ks6hbTwJb3hhjlSVcRpEckfrVNE8yOgj0tdd8QwW7ShoEjDsV/Hiuyi8Kfa7gWv26WG2RcplgcfQV55ouoXWnzi9EDoG+VlxyRXo3h3xbZSSeZeERll27XHIqopdRSb6EGoaZd+GdMvDptw8kD/618DnPauJuku20UXFwrJbyZA9SPU16RrWrWt3o09rBJGkbEsOeSPSvKbm8lfTTbJdPKi5LpnIWqlLoEEWtHutOgtY0htZJ2i+bAOM1deQX2p75I2gVxkKG6D1rO0NfL08zAoDgj36057mSPzJhMA6rkA9vaspLmiaRlyyuzTuPDVrLcRiK9cuUJZs9BWXZaJFbXLPHLvQOQzGpWvLxbC3uoR5jzDBGCOc9BUf22UWsongVPLGWCHHNYuErnQp07XsOe3uizvAFLZMhH+yP/1U/TRHfT3VxcSLFuTHlqOGx/8Aqq5E8UFmb/a6edA0YzyCMc/zqIWMFzpEVzExEkaN0455q6cZJamdVxb90rfa3gs/M+0FhtO1NvAI/Csy3tme4Yl2zLHklhwvJqzZ2kj6Q8tzdqQS3yAfdGeamW5mvo5JbO2dbRFEfmuMA9a0Mi9e3McFiLUXCvCu3kfxHFZt3cSTRvBbRKiSckucZqWSzK3MO51dY/mcr9KmMDT3qOxUIo8zHt2qkIytIsmurg/aGVBGMhScA12cl1YPYwptEssODEfQ1lXipPphkZNszsEXCkZGaWxs5Z5kgiVB5eASM5pJBsasDyXM+LlOZFAXHQYqLEazOXddkfAGOp9qkuZ5rbcqqC/QMew706G03K8kcRkk278Hp9adguXILC5v4XUymOIrkAng+1RfJp8CKqpJI4xjHQetWPtUsVmPMco7HhM9OO1ZN1NK0oWYlXwNp7mhgWH1SA2Yi2/vYySoUcc//rrmLm6uLjUoLAOEVyW3kVu3FlHGgDsvmnnCnOB7mqkkKwBZkVS+cBj1FFguFuqi4jRY8NEdu4d6zdfuU+2BiuWXg1sxtJZrJI6qwzkmudMRvrqR2OVzuNJsLHQ6HF/oUpx94bfzptq0f2u5kddwb5V9jjirViwt9FLHu3+NVNJt21Bg1uCwDbjnpUr4iuhctrSLS4HM5DyP9wehPNVLe4S81pG+zrIIhjb/AAk9zVjXFkkuFSMbpHGECfTk/wA6l0u0eMAwQrA0YALNyScc1QiO4s52ZpZYY/KztTB79az9amkkS0Ep2sh29f4a3ZdPuLu8aFJzI7LkAHAB71j6jpqy6bKcnzInAY9cCmISyhWKeWS2BKNJt+9yRUsk6xXTXADgKygE855qKzsoowihpQHYYOeoq8bcSCOKKUbVbLFh0pDuV1dtQ1KdSQIHIZmI5yO1RXsCnyhbthWPGe9XdMWeMTCEI8jFtretI1hIkVvJJEylCA7Z5p2EVpIo7p7dY5HZ93zrjgVantWRmCQIyqQWI9KGvbK31CZLRjgoAWK96mhklihnaaNHSZfkwcEUwM6WKKaSGOJHjL8ZI4NVruznSYwRsJMfezwKvTXgJzGjbYwMcdKltwskQVyGZwX980gOdS4CXRgkQo6dKu291Mi/u3LEH9KhmAvNQMgU71+QYFP0z7Zpd+ZdiSpnBWRcil1HrsWpL7zkbcFAJAK9P5VW1i4edkjX5EC7sZzVjUZYXlGEQFuTtHArLH2d7gncQ/T2oeoJlYiSfbCs2MnBBPatBdA+yZmlfbIoymRkYqOxsPLu5Z3lGBjYK1LrU1RlSSPzZQeF7YxQthFW2jlEYuWVcNxsB5zS3DfaXjt4VIQnMjHtUiNFcXSXGGWKPjZ6mrhMSwuFT5EG+V/6fpQ3ZAZ6IVud0a+YsTBQx78VdluJnIkbb5cXIVO/1rJbxGVuFURItuOCqjHFa8bW4g86PMkMnf09qlSuJST2F13Vba9htJbaEI6481ccZqrYQLd6sqTRHZKc7o+v0qFbVNQtr6eFfLW1AYBuN5qTSESUJd3DtCMYUIeh9aopHQC3jS8uHt5J4IIciNZOpf8AzitRvDOspaNdxTxs8qbpFcYx+tZ9hDA+rWVqb3zYmbzJWY8A+ldt4o1OLT9AlcSAGQBEweuTVkPyPMnhuYpBPHLEXU8opzzTFnucSzy3O0ucmNRk1bQtduLewgXc4G6U9F45rQt9Ms7S0CErLO3DyHt9KkrY5aC7ee/SRk83y25TGAa3L+xOrRpqlyVgtEk2tBGcEY//AFUajHY6a7payLIzDduWsRLmW/maLzOByQO9HqB4gnCCk/hjHpzStkA9sUDG6tiROOSacPmkwaRANvNCEZLGkAq4JznvTnPzAY+9UajEJPfNSH78eRQIexw4XqQKXksfamHiYn8KU5zwetJgPzlTzTs/uwTTCcAU7OIxn1zipYD+qmt/wzo7avdLGs6wsBuDGsFGwGGOorofB88MGuWzXEwjjU8k04fEiJbOx654Y8PwXayRatKJZOyg4Ye5qzpPhq30jX55Y+Y85jBbp9ahuLC4tb99T08m4huR8jxnjPpVe/1a5sZIWngMXzDO7qairGV9SqcotJo2bmyzeSX8yxu5bhcdBWBqdsyyPKinYew7Vrrqljq9vGftASTO3b0zVyLT1RC9xKJT2Velcri7nUpK1jgJ7V5o2xIA38RJ6CqRVYodkIHX5nNdzqehJ5R8vo/zHA6VzqWVom5bmXbGDgY9aLlJHNytucIMgUyGWSGbg5XuK6aTQI5opJrOTzNgyAe9crKssUzFgRg80waTN6xu4rC4k8zBhlToBVS51Oe+uo9oAjj6IBwfrVWO6gntSGO0oeDjrVmCOK3cOzfKRmrbdtDG13oW4Eu764keGTykC8gDgGnaYYYtTSaa3aeKzOGZFyNx/wD1UxdYgtdGlaP5WJ5PrUfh6xQTNc/bHCyYZkPQ59qtN21BrU2Jo4byzEsF2XdiZJB6DsP0rDk1DUYYLhmDOmNoDdq2tVtILKwR7NGEkr7Rg/qahlhuJdGvVCI1vEAJpe46f40OIalvRNPFlo1vY2+2W/vzjIOcZ/8A116cLLTPDeiQ3NzZ/NEoDsvJyfxryfQbqz0qGHUvtuL6Jv3ETj5Svr1+lbOs+Nr/AFTR5be6ktFiYAkxnknsKpNJXIs2Hi7W7fUbuNtKt5WjI/ek+vbvXOw2hvTm54iEo2qx54Pel0y4jtLbNyS89z91VPQUZuVnO2FkhixuDDt61LZaQn2q3hs9Skjg8yYsAj5zsxisT+2LiW6t1lEczZCnA5rbspFt9MeafYwlcsqKck/Ws99ObVdWt5bZVt5BzhgQB70ncRE9pdw6yzvAscluhYp2rorCx8rVJbqVVaR4xnLYwTiq9hJqX9oXiz+TIr/u5XYZ9ehxVh7C8vTvtbKTytwBO7rT9ARnXNqYZZ55HWUrLuALZwOaijmtmNzwqGQgnFWp9P8AseqP/o6zudvyv0HFa+nrZjXrq3RLJEaJctIRgHnIFC3G2cyMDV4Zorww+UPlK8ZNWr22u5bee7eYM0zYOe/pU91BDFrkaxtEwAbLL06HpUz29vbaVPLPO8zBhJtHQD0/WmxBc6dPBC3nXMbQQgZ+X7zeg5qK13akjQSsqsg+U54x6VGJ2v5EnCOLX/llE38R9T+lXrPR5bbTUn1GF4ftU+4OD/CD259qBlsrFDALdbZmu4QUjI+6zds1kzRXUUgluJ/Ln53FRknIxgVvG7gjE0MbmZpZCttGBz9SaZrumz2fltcnC7CRIo5Y4oEZkMunXGpWKlnjSNCHZ+pNTT3bq9nFCsZjswzLg9c4wf0rIedrG8gYkbmQjc46Vdsja3t/cSNd4MVr1I4Y0DG63ALyaS4jV2AcFs9OgrLt7bzPEcRDGOJI/wCHjniuy0VSpQXzo1rIcsnc1jXEFnHrc9zJExtomOAp7Z4pPUVwl066tNTZFQTSmISdfmAOamsLaO/ligJaSdCZJUJx68c1JPcxGX7ZYPKssi5DSA5UDp/Ok8L2n2sXt3POIJSS8cmfmbHpT0DqU9cvJJrp7P7LtwvQ8n6VZAtbX7JaGPb5aF5CV4ViMDP5VX1GcwyxTq5m85zh8fNxn/Clh1I7bq/Y+eZGwYcZzijYbL1/Jb288EEE6iKNd0soHUnt+tQ3cWl2XzW14HULkyDoGPb61iS/a7596MttFGvmPuH5Cruiaxef6u6tEnjclgrjAJz1o0F1NS4KyeZHZ3gK+UTKzN97jiskWNpOIQNRMj5O5BxtABOfzrRuNMuJ7Z/LgtYxKSx2uSyj86w4tJbTLeS5knXZcYjyf4ctjinbsFy5pcFvGsFyHd7iRmYPjdjHTpVu8RbL7K8c/mq5MjcEc0tx4ffSxF/ZOopKPLBHzHIyOajs4tQurqUXKRmKNQnzqMd6XkN9wtZ7M6iHullEMpJyDxWZdzHUtQGnwLi1Qs6yZ25Ax1Iren0m8ux5sFui28Z8rzI3wvTtxWPBaXWmx3UYl+Q5jJZcgfQ0mgG6TOvmu8kTuLY5+U9/XNU7m4srrWluwjFScux9a1rv/Q7C4t7Z18yUAlh2XvWhocum/ZHUQpKII8kt3b/Jqb9B2MXVVF7LGLYGQN8g78mn2WjpZaoIZryQkOACOQowCf61W0u3M2ptM80tr+9JIxlV56VfW/ltNKvbvzYpYjIY1dl+btz096tJbiuzJvZGuPFBhsT5m2UjJ7jPWuh1F/s2bWZgsmPmRef5Vh2DQ6RaSapcxMrXH+qOefrVqz1GOKZWBLSyRgs0gySe5oAy5ll+zz2kVt5g++0ncA1f0iLTbJIZb1pFigBkEeOGbiti0l0syySXt0wzb7gY1yN2TxWTqkkUUNsHywuDwCOduaVraiNCPVWkuRFA5Q3cnmeXEOgGKlEDP5skt+FctwxOWx6VYudYtYgs8VogEQISTHNcpNbanepYX/mRxq8p+TJyRk0x7I0NU1WO0MUVmMyF/vKORVvU1S6nt5JIzPbNGQyZwQcVgLPP/atwY0jkCttxjvWtp95G2pTPeRE5+URq3ANSn0BI0/D+uQWVubcaY1wBJtQSEHH05q5qNqL3Uw5gFt0URRnkk1m3ht4LUXUNs8Ls+1cnjPrTbhblYYLqO5CzBC0hByc8U+ZrQfKX4Z4rRboz2TOA2wueCOBVGz0O2ac3kf7xASTGe2aigu7m9tIVjl8zzJFGxz/ETioXnmsbqSFZFjIfY67u+KrR7k7EN1dyWl2JIlBYNjaO9W01Y6mrwtCysowQazZbqMFt+C6nKn1qzbeXErXcZIeVScfhSle+g0X7WBHt/IMKxTIMgt3FQMkW6JTEyyqCMqcZpLY6hLE2pSyxbY+EXuRWLJcajqGsSsj4Tu3QCpe2gbPU2NWl/wBHs28sFiOPlHOCaz9F1O2vdauDJtimTCJG3G7HWt2O48zTrSOW3SZ412IzNypz1x+NcRqWlG51KZ4ZPLmDZ+Wq3DbU6e0We51MyvYRxQK7D15/Kk1u+uNOe/SJlVRt3Ad+hpp0XVtP0e1uTqsU6SEP5eRkH35qldXkd/eXCOrPGxAdlXjgDvSaa0FfsLpyx6nbm4vyZPtBP7pTwPwroba0hgsFSKQqhAK5GMVg3LLZTW0Fhg8Y3EcLnmr7yzyy/wBnxstw8K7SycAD1pLsFyzLdMJQPJTPcr1b86sx2dqL/wC0alIUhmi2qmcnHbNYdxZyxAvLO3mhf3aqaxEvrg3Pl3BfcDjDHpTTA3GtZJNadrO3ke3RvlwvtTZ9Uu7JZktljDzHBB5wa9P8E6zpT6RI+oS20MkfG1yB8v071wPijT9I1XxFfNoNziMx5OOFD98Zo5Otxc7+E5TUdQ1CXTX/ALSvmEKE7Y4+mTUWhpLb2ZvJrsuGH7uPGSKv23h+6XQrmTUIy1sgJ3A962rS6063sra2itmYKBuLL3ot3HvojnNP8M6h4p1XyNLdfOdS8jNwF56VSvPhhqkGpSW08q+YF3ZB4NdWmvQ6fIV0y2linLEMynBOfxqu/wDaUjGV7icySAt8zE/hSVgd0Z1t8PrLZCbnUX3L94Z4FdjpPh20sriFYbiS4HRVZiQKwYbHVri2aV7fCKm8Z7gVd0WbUo5YbqOMIUyQM9e1UTqza8QLZ2F0tv50onRdzoi5HtWHqFw3mKYIiz7OARzmrmoaxqcl68jRxIzIM/KWOKqv573xKGMHy929vX0pj1KlxFJbQRNcmRQ6cL3LHsKsW6t9hNtZWZAaP97Iw5qKIFpZJ9TvVMvSIHoDmrd1r8FpbPBbyiSTfncBwRSXmP0Kumr9js9lyVjXdye/WptSttNkkElrdl1ZcyHP6VVlsv7SWNp5QEdsnBxUxtbQQx2tpbkTb8lsdVptJBcbPrcaT2dnbQPiM/ux7+tQy3N7e34tHiihSQlndz1qaS4jXU1uVgVXtYDGAB/Ec81bvtGnutksaOvlhQ59SSD/AFpegEqT6h8liPLaOKEtGPY46UtzJdWlu9q+E55C+tW7S5iE16zog8mNYgOpGBWbeKLu2eZJiq7xuJ7/AEovYLC2VjDOsgkky5XKqvc1NFdq1uunThltUbLonU4q7FBp9rIbWOOViEHlzKcguRn1qHStAEz3FxdXhhcA/MehPpR1H0K0sxlm2W9qxh81SD6qMcVqPBDcMl4zrGzH7i/wqOP8Kjimd5DCDHAUTYp/56ZyMiqM9m8WY45GBc7WYngDr/Sgm51vhrThqd9BHdBmVF8wAjpmuuk8J2UbPLACjnkn1rn/AARfWNq0xubuMTMAo3HsK7eXULOOIyNcxbcZ++Km4Hl3iGA2l4IZZAXxtQegNQQXvkMoumYWqkqQg5NVPEV4+seJQ9oW2w5ZiBkADpT9JuoLm80y1u02h5PNmk9uKqDdtQaQ1ruO4u2xvCoPlU8E+mc1oTrvs8SfNMFyOMBR796y9YvdM/taaODzZGic5YDGVxx0qKbWJxZPdH51QhAh4OMU7giSOZZo2WSVQpGC/wBPSqQkU21wqzhgMFM9qqWrRX5JaEM7v8uG5B+lRXOnLBZq5dhL5u3GamS6jNa4e9OhNK4XJ4B9azNIlQ29x5qt5nAGBxWzrsi/2bYW0XJK5Y+9V4rSRNNMsqhHJ6CnEDYgG3R4x3YnH60+zsbqw01JYpB5Eq7pAByBUQBi0mD5s7lJJ9OtX9VvUtvDVvHAweWQKu0HnpUK9ytLGfp8rvcyaowCQJ+7jz+vH41bnv44LgpCQxddzKepzzWXHLcIY43gU7fupnvUNxd7b1ppo4zMRhmz90YwAK0IR0f2+xgmjeF2WYru2LySfSqpu2ksL6NYvK3ccjLHvWVbahDHcZtbXc8cW6WT06VKNUOoefdbWWNvkOwcE0J9x2uSGS4udMgwqoIeNwPJp6XG+6JlRVUx4+XgfjWZYPMbSaEplQ+d2ecVfMaRRvg7VK855piNRJF+wols2GCnGe3NVrmSOCAbi7HHTcOTUVvBL5IXf8oHHFQ3botuTK4CqMZ20Bci0xQ7F3QBpTwSPyrSjtleF3lZflBwM45qtp82LCOVPLkMfLKRyaSdYyszPuh3EDGeBQFtSCxfdujSNi+7DEcgCnxpdWzSXKRYiiBAZ/Q02S3kswq2cyHJDb801i8EbPM3mBzs68E0eoFmy091gmmwWlI3AqeMk5/lUEqyGHzAw5YjnirUiTQOXhlyDjEa9AcYqae1H2RRJy+3dgdAfegZy2oSE+ZNkBhxtHTAqvpdvPdacZ5UAV3OD3q9q1k6oltGgMsgAz6k10F3JB4d0yC3S2WWWRAgRhkA9zR6iOdWCUNIQNoHCqe/vTWXMj4P7wDaTVxXDtcXFxgxxgIpPQHv/Kqime4j+TaglbbGD2HqaQ7k8JBVYnJHGAavWqLZu6TZlt5OHFVLyy/s62iMk6ux64OafYajztZNygfxCh6gZOvaIdOuBLFl7WTlG9PamaPfvaTeSymSGThkre/tKFVaG7w8DAjB7U6zsdL0+2+2xyee5OUXHA+tZ8uuhl7O0ro2LvRobPw/9paQhpeVT1HvXHahqSQwRwInK8ce9dRbpq3iAq6x/wCixjJduAfoKxLqythBNNIQsqtxnoa1exaMTT9TeCdkRyxJ5Ddq2L7xLLeRQWtzIGij+WNaxIdOlubpmjwi9Sa2V0+1trSOVwDMDkMe9JXHbuasUs32ASR27Q20nygk5JqFp2Z0itdzSsdqhec1SkvZ50S2iJYZzt7L71eto57G2W5hXddRNuDU9AK8el3T3V3HdHa8S58snk9azNOsvIummeZkGSDmukfVIbjGoyAfa8ESY/i9qybiBWdZrp1jDnKQqeT9aGCPEGO5GbOaFP7gtQvEDH3ozi2HoTWxIoACc0nSAY65ofhT9KceERfxNACsNo+vNDZ3jtSSEkNjtQ/3A5P3qBCk5PFPPRT6UwcgY9Kehzn2qQFOApyadzx9Ki6pj3qUnDqvrSYDh1FTK5SZCDioVPzBfenJy2fSpYjesvE+q2sRhjvJRGDkLnpW5/wmjXNuovkM8iDCk1w6t8zVIpy3P1p8zJ5UdBN4jne5MsP7sDoB2rtdH+JMen6Mlu8Aml6s7Hk15YhBJrRs9PkuUDLnYOCaTsyk7HdRfETUptQOxEMTggR49a0W0efUB/pciMzDftBwq5qv4R0O0tLaa7vyoyfkyOabe67Ha34liK+UpxtY/erNrX3UXzae8zctrZ9MjiM0kMaKuI0J6+9Jd6Pper2wZ72KK7JwwTo1ZL6lH4gR2iULJEvCk9RT9HtmtwZpYvnzuBYdKzaa3NYtNaGlc+GrTR9OjMrIzyfd45rm7yycTAKuVJ4U/wAq1NTvp76ZArtJLuwF9PpUwt5ntXW9BSQHC565rRRstSObUy7DSYdbvns4ylstunmSiTuecAflV/RZbSx1dF1O1KQ+YFMnYACqcEYsbqR2H+kyEYk7GtLVotXudHD+VDIVG4lev86NgZP4gutGvvEcsGl3fVB5ca8Lv5/+tWRePbJqsGio+6LcGvMNw3fH8q57SV1KR7u+msHkEXQDg5qXSbaa61AyTW8iTb8lWzyPeh3eotdje1i+t49daKzto3t7eL5QT0BxxVDVbyzuLG1iiswkvmBn29uRxVm8mtRPcwi0Zbk4+deRwOlZESPcXBV4pEAOeeOalt3LSVihrM8l14jtVVJIowQp2fSut1G++x6BPaRbna5HzPJ94Dp/Wqdhp7X87XU8q2/lONiHnd70/VGOrF45ZUHlfIoX09atPQlo2bfwQP7GS8jDAww+Y3zE5NZWnQ339lHV55UK+aUSEjrXofhS0b+wJrGZwiSRYUk9RiuDaK7tLu5slulkhWTMadeaHHS6EnrZmYdXkgl8jZmSeQlgOK1hepdTLbWyXIl/jEZz/IVmXunXM9z9ruUSHDgF1rX1S1Xw7dQX2m3ySRyru9xj1qbtbjW9itPY2aayZJbmdItqgJMCu48Z7Vv6foWl3F3qYhntZJI4VZfnOOh4HvXJ3GtXni668yWBRFajOQoG4iq3hiJL27vZ5LWRV8zCupwB1p37BY6HxvZjTG0p7S3UO6ABFOckkjmsJI9XuVnhhsHKA/vM9PpWz4lhhjsbOW1unlvVIZgxyFI6VWPiTX9Ksy88sTC4wu1R1/WncRYi8QvBbw21/oIMSqArRjkD8qp6l4limaytZJLhIYQcIxJwTnH86sQa/qqobOSxP70Y+WMk1lo0E2uzfbFMbEqDleUANK7Gi5ZapLDcefb3kUbAhV3jnn8a34Li9+0XEdxfw3EIQhWcjGfaucuYvD0t2z4YFW45I3e9SmS3M6pbWrNCpGGZulMNxhRr3UpWwriMbRnpUdra3v8Aac8EFujbYCWPYDitXTbdRYyzsVUyNlVFZo1hrLUrpkm2qyiJ8rkHgcVmp3nboauNo3LVvqMsoiCWgaVdsY+Y4JJ4qe5sJoPOjvk2AsMshyoPBxUFhqtmDarK670k3nt06CrFsNUid7khJhK5dFDg4PTpWqZky3HrUH2e6iNxHNHFCIoARg7sf/WrLWJ4ZoosSsEj2Yj7k5FW9cs7dorOJ4njvpn3yMowu3mlt4ZYbxbmC52wMNuJMZJFDBaGDdR3T67bWphOyAcIO4J5rQ1AxG7l+x25UQkkxqfu1btZSJ7i98kyT+dtRgfYCsbU7S9tLhiI5Y5Z3Lkk8MDzSdwvoXJ7KXzbdrxMwSYJCnG72qC61Kzh1VIPJkIf5IwD0q/Y2134mmSDz1t47XG6UnqfQflWLf2Fzb6lb3D7ZkjlwpHVvepYas3GRNLF7Pbxy7WtyqiQ5I469agigZJrGwv8NFCDJIJDxk5xVu9bTf7HvLmO1mSd/wCNjkDP4ViSJJeaar+aftbZLFuN3tVN2Glc6ZbG3SzM0dvFlGaRpEcfd5wP1FZ9oZfsPyzSpLMAW3DjnrVe41Ew+HxFdWnkyysFUxsckAfX2p+lXLXNk22GSFwTsEvQgUXDc059TuLbwuummWLyYm3ZT7xJ/wD11k/2i7WS2rbhDGwJLLyxIzRqEhBgZo02btzbe57UxbsHULaNYhJIW3uo6HjgfyouCXUhjhMz/wCkT+VLcICSRwPapY7e1e2l2SyLIGAjWLgSHjmpNcN7qOpC1W0VblwCcDCxg+tOSy1CzFusphGMhGHTNDtuC1Mme6uLXVRaC5IaUghduSWp+v2y2IOlBvMyeQo/iNWxaLbXgvJl824DFgT2NR2SnVNW+1naQpJJfpu9KW6DYq6lcR6i1laTq6wwIMY9RWhpsCXepsRKjRrDsBPQNx1qpc6bLZateQKPOKKCWU5APWrOk30b+HZ7SG08t3uN0k7cHAz0pRvfUeltC7HDp2m6ncLcgMwiG0Lyo69asizg1DWoJJZEZI0yoAwKZZ6daTaPczi6RrqaTlW/uDp/M1XmYNMsrfJFCm3cOOaoW7LF/DBLBcwlWj5KqfX8KoxW5lij3AymJSF28FasWWpCTzvMuAiLyodc5PpRZ61NI7CGzjzgjgYzRowuZOj2ttNrZtn37EBklx1PPAJ/GtnULPT4F/cxBJiNxI5+lOtU+zyyN9lDy3p2qyH7vGf6UlwIobsCyuN8sahHDjPzflRawblmPVoLXw/bRy2rXRkk3AlTwelOvNNifTnuNwhFwcbQ3SqDajb2Vo9nKxa7iYlQRx+VVp4byZIRIskkkpyUQ9B/Sk5XFYzbu8tNF+yRQRO5jmEjSZ7Aipb2XStWv5LiyMis+CwbnJpNRt28xoLi1dQCY/ZSelVWtINL1BbVdrsqjLDqfWp1DclmtP8ARztAIGQPaiS2ni0f7QjhmK48sdTV/Kvp5miAKgnNVZJLKTS1KPIsoHzADgVovMGFtbXcMccbxbNy5waiSU2vmDCmMkk/WnW11HqFwQrzlUT5R249a6QeGlu/Cr6gGHQ4QDk0k+wHLadr6CWMxopKkhc+prS0Ca5Emo3DW0Mm7PL9qr6foVqdFk+zDbcg5LE9BTryyvbJYYbO6+VyPMc9CKEBUuLnUo7ImKKNgDgLmrmkXFx5EOnTWkMZuf3m9/T8qZqGlapZxI0M0UhY9FPrVR5NQsdSSKXJZV8tXI4H0ouJmrqVjJCgSaELGWz8oxkVl2d1HaC4WKPYh6Hua3RoOp3VjPc3d3JsxiNSO3rXPHQo0uo4jfCZZPvbeMe1DunsGjNO61rTbueO4d9hiUKQD1rn7h01C+me1VmwC3FR/wDCPSy3EkcUb+WrfM5HGK0ntp7S3SGzhEYc7GlzyfpUKVw5uxiafLqN3LLEbWVsDI29hW1baddxoZdjRiTgjPNXIZLjS71bSyJaeWP5gRk/SnGS9bVi8++GMKD5T8EmqTHe7I7u/wBV+xJbGPdbP8u0H09a07S+nNovmWMcjDgAjkfpUKPBMxhdWeQcrg8CrybLWwkkZWXyvXuad7uwWaVzD1EvpytdvCFdTuKr6HipY7u/vLJLyPO1R8q45ps11dXCSRrCW3KPN3D+HNaMcy26rHGNuyIZUjjtRp1Az4H1XUHZDKUjVT1747VPp++W5+zvfeSApJOOn6VfgaS3hupi8bsqB1UDgFgf8KzH05vsbTSylX3YIx1HWgBz6bfFGninkniJxuXFOtbZ5byaF1kYogxzznmjRb20huvKnmuzGOQFyR+NbVtbLPd3VzBIVWUgRluOOaYHOt4fkmnEMjBiTuw3pWvc6HGdHubqxto/Kt0CSsG74/8ArVrWmbK6lKoZmlXy/mUkD3BovrIQeCLyOH5XuLgDfu6de1LqBg6s8AgRbaJVO0EqvY1Fo0sUF0WlnKysOB1C1qrpostLJaVZrmdMMcZ2j/JrnIoGt7hZpBsw3O7vih3YInBmbWJIxamZS2WxwWFbqar9teS3lElor/MT6YHH8qrQ3st5qgNpCfMCF5JVXAA4q5cW8Et7P5dwB5MCEqed5JOf5UK4GQBbabaXpSbzZJckux6nNZv9t2BtIftN2pVB9xVwCR61dvLMrO0qwhlj+8q8jpTEsLS/0eCyuo1ht2lLtMVwfpSbDbcvxeIbGSSJ7W2eReoUHpxTjrNxLP8AantWNiH+4emagGk6PBDEmmNKhSTEkrdweMDitPSfm0m6jeaLyreUgIw5bPf9aE7iRbTWI7iy8q9ghaIKRFgYYHtWWdWEdpJB9lZxGNx281pTaGZrR9VaSNI4gFjjz1Y//qqnDBHprvbC4DXUm1XLfdGTiizGrFOKVdRtVlfZbAnJwTmm3MKzQokWouWJwRuOAKt6hYRafP5bLHctkbWjbocZ6Vn3jWUdsZbMvFcdwV9KLAW7OPyJLkNqQRSgVSONx4rOu4nttRjNve4GwYYnqfSq9pb6i8cMfmW7o7E8H5vx5rXkMdrHFM/l/abc8IwPNO4vMo/Z5oLg3D6iq72w30/OnzXF6Y3AlUw85crgVXn1ETXAnvrUJGEzGq9CatwaZd65bSLO/wBliOCi9KVwIvBsLT3SIJVjXzeZT0UetTXSrdayyiXfEHG0/wB73qtrKpb6cmlaZIECkb5BwWb61bt7KLStMjLt590y8f7JppXQXsO1PzJdQSJWBAAVcHgVfvnkgto7d3VjjqKxtN0281LWbeBUZ2kkwcDpxXS+JdDfSZoUkbc2ML9KqzsHUW5Ij0eMf9M8muWt72EO73TExoRxn9K6PVyItMCk4wgFcrpzQyu6Spu3NgVinrctmgxhv77/AEYNFEoLlSe1Sq48li1thSuQSDV27gtReRxQNs/cnJ6bm4qH7VL/AGWbacLuCgAjHBzWiZJd0y5iNrIj26IPLxnnLU22RhDFa48q1kw445JNOisZ1mheLy5fkyUXnPFLPdSpc2bTQFBFyRnHHFNsFsVbBjBqcsTgkSKQtTGN5YVZHBjGd4PqDUKyfatTgaPhXYjcDVq2ngtGltZIDIVl5dunNAFoSSvbGWCQDaFHljnvUd4+bICZgsjkDZjrzVsxy2kMt3CFWFHxuGD16cfhVbUYWM9ldswmaTJ2jt707iES3Yw7oTH5e7bgHB4qnqV6wmeNUUgDbzzz61pMdMhtWZ5mEznIjTn5qxRDKLllmIi3ncNwycUDNOwFnPYh55QkqoQAenWqrTxeakMnQHdjtmtFoLWKJEtYQ4b5nmIzg1zWo3caeeVVpWaTjA6daQGxfMLVhsm35O9wp6D/ACKzr3xIly2Y3+VwE8sdeP8A9VRxLcXyhZD5aMeexom06201Fuo4WypI3NyM0CH3V+zS2klupjMeAN/qK05LfUb9ReXCK7KMAA4xWRaXe2SCe4hDASbwG6NXSS3xWFXjcNvB3L0x9KFqNqxiyxGVY9PjRtoPmzsSOPb9a7bwf4atr4HVbuAGJhtgiJ6D1NcFe3MVtEkStILm4JL889eB/KtiTUtVtbS108tLGzRhmycZGBTQmN8XnTtI1aaOB1lA+6M52+1Z2ianBeho2iAlAPJ71n6/p8k12szOo3dTXb/D7T9Pgdd0SNOOpbv71MpNBFXepx17asuo/ZvMDbl3FT1ANWUzC9vHKmbdGBaMcbhmuv8AG95psWr+VHaJ9qSPh1HU9hXDaXP5upxRXzli5Of9mhNoDv8AT/Ft1feIoYbGyWLT4oihRhjjiuO8WwOLmUxoMb8kJ0FamoPJpUyLC67JBw464rGur55gI8ggHlqbfMCjYybB5ITvyfm/hNXo7a5v5UBk2R7sZ9PpRNaOdKlmg5lx+VWdJivU0bdeMsYHzID940JaAX2hgsCBGCVPBY9aZJqhWMx2ih5Dx7LUNpDc6vKFJKxdcnjdW/ex6bcRpbafEtuUXDnuTQu4zmbUJbzlpcynqxA6UzeS8nloGdhxK3VQOeK2Y9MZ4pVhhJhiH7w92NYt3ZTRRLJNuiVx8oHpQgPEzxCB680rYxEv40N83ljFOdRgnspxXQQIRuYDtS9ZCPTrSIcsAO2aEPDtSATcWVseuKG+eBFx07UoH7g/WnqAW69qAHIPkVh6Ug7fmaaP9VtB7044BwPTFIQpHHBpw+aRT/dpidevSnRn5m57VLAdH97d6GpEP7x/TFRRY2Fgaep/dk+1SwHJwc+tP/5a57Ypik7Vp2eaQiRSRIR7Vs6ZrP2O28l4967twrEX/WZ9qUHIyDQG50D+I7szKVkIVei9hVA3Tyyl3Ykk55qiDgVOowEb1NVclnSeHLicX6vCD8pyx7CvWYvs+ssgSSPzPL6CvFrO4ltVZYnKh+uK6/wpfTpqMS7yxbgClON1oKFRRZ1+iWMWneIXZ9zTSnbEu2uwvL+01KOXSpLYQ3W3qy9PcVSEXnwLLGoFxH8yN3BouNcjt9biuprZGkjtSr57HI5rGE7qzN5RszjrzThEGTkqpIyw5rLtr66iVlhnDqOCjGuh1/VWOmLcOVDSBiBtAzXDWrRIGaXJPJolIuMTUi1i9tZmkSIIh6jGRUs/iQ/Z5FjiT7RO/wA8gGCB7VjSXDxDfHI2zstRQ6ssoIniTr+NCmDhqbtve2enXkcwSad5O7LkZp+salfaqUight4TuySBziotM1JbZ96bZITxgjlM8VteItNtbeDT5dNIR5F3SEnOap6i2OaZLiy8pX+eWTK/IM0unRTtbzyztEpfOAOoIro9KgEYeSQqzMvBIzisWKwaCO9aScfNISoA7cVNralN3C3j1G8aARak+5gVKKcVTt5brSLyWHyWnnhYlmbkUtlPa2rzNKW8wkbSp+YH2qvd3GoSX00NnbmFpME+b1xVXJOn0rVbGO4S81ua3e2cHbGP4W9xWBrcllf39wdO+W2kJ8vNUhol7Df2wvYw4kbKIRgGpfEMMcl3DAQbfy2w2zsKV7hYsaY8kVjFZRRgzy8BwOgqwb+Ww8nS7KLaGkJlkYdT3q19gOmGPy5BJHMo2SVAILdSZWuN1wj8K3SmBb8R2UenQWs4dSXGWUdq52e7PiBBAknzwyL0GO4rY1hTqFzb2guFcsRuYdFFUdMgGizeUYBcSSybgUPTFNN2Fob2nXkmnarawzRsYQw3ueTjFRXF9ZwapeapCkcz3dyYwjqMAdBT7mKW91gSPaXAlSEnYoOB71g3TRNpttAvmeeZ9zA9Dg0hs0/FVpbSatbwR2iJ5UI3hOASTnPT3rN1eOLTrOIQO6zOuNpNbsVxDd22o3uY1ZMIoPJGMVz0Nob6/N1dyeZ5fzJH9BTbEkbHh3RLzUI1tzfRRzBd7bjwPbr1rKbTdTSTY0ETpJK3zA9cZ56+1JGt9esrwE2kMku5pM9qm0u4neSW3a8DCN8I461OnYq77jRp1jFOJ9RYr6AV0Munaa8dvLp+splT9wE5qCC106+nWO9b54lY5c4B5qjqnh/Tooo5LWRWlOSVQ8rTStsJs17MXN/c3E8t9EzWX7uIOud2cE/zqpdXyQ3Yee1jkjX5nePp9MYp2nX+njw1FaxbBMCWd2GMnkVTvIIjpuyK9hdthJI9fTrVMRJY36Sp9oWKSGJydrbMjJGBircYVZpHu72VFijygZDk8VHAl9HptvEXjMMe0nA9Dmp7/wC1S6PcGcKZLlgkQGMheKQ9ito7TDTB5KQSiSQvJubBGfxqiy3y+YkFsJZ5GPl88KMf/rrVg06Cx8Ov5e4Srw5z39qp6Tby2Nm8lx57TbNwLE/LTcRXGXZ8vT7HRJnEbNmWfnJz6frVa6vLVhbo+dhbC7ByarzaNLd2c2qXF8VuWYiNAe1QWENxJdxFTGBCmQzcc1Lu9g9TZ/s23voitu87TxAt+86DAz60sEt0YIbO7iEkbjhkT5sHmmab4luCkyiOAzSZjBbqc8Z61XluNRiura2N4SpB3FAOB6CgfoW47O3W1udRkIUxyBUiY9EB9KqQ6lYpDJezafKZnyqNjHPYim/Z4Ayw24lleVs7OTkVcu9Omt9PguLhGQ7iVVugAHTFMTKuk6hcXCSWiwOZJW3PMOpHp+tXDJ5iIUluJxH8xUqBitC3vRYwxXjWcRdoyE8psY+tV/tdrc6PHZpP9nvHUCTPfHWhPuBS1YtFZKrQuJ3ywBPaqenXE7aZFZnTNzcy5Tr+P51Yu5Dc3yx7iUVdoOe1Otbr7CZDFkKBjNJ6bFLzLOnabHbaZd3Fz9pNxMMDrhc8E/lVWWWD7O9lbuJC2EQdTnGTx+dOuvFd7cWMWmKgeNHLAKOWxirXgyXSrG7utRvVKugIjj6kNj0P1oWrE3oV5ILW004qkrvcKuGAUgCoEupjNBGYsQMQcsM7mrSYxXsFzdXEDhpMsjJ0HPeq1ksv2tWjuYmaJQFSVeM/lVCEv50YTQyWOHTB3oOBV7S/srWsnlurPsxGCMYNM852a7eO7hW64WVWGR26V0GkaJZ2uhXOralLA8gQfZwpHy8dx69KAZysN3JJcoFYRtFkE54qBZpIbqRrVFmnMw+depqUxQ29uY03Ozjez44HNC2EMkjXEM0kcSldgA++3Gf61IyS/wBOa51q5kvYyt25Uhc445qa2uL/AE+YGzMYiYHf5pyc+lLe3H2LVJZAxkmZFCE84A6/zoZzavOpjEyI4JcnqeKYFmO4tvINw9i63Kvv3P8AdJ9a5rVEuILqS78mN45gRvByQTW9qiSJaxXP2tWEo5hHp6VRtFtbx7ezuHWKSWXeWBzjB6Yqb62C2mhD/bNkdJi0mCxMU6DdLKf4qy4SXtWRYmZXYqCB19a3bnTpIxNdv5Y3Dao/iI9ap2skZhit2ldFV2I2j1yap3e4IsWayzJEttbxgFdjZGMmrsWp3CWN1Yp5gji4Lfwg/wCTWNayPHL5al1WN+HA7Vo2pleOVQp8ky53EjLcUBbQLU2OlXViVn8/eoedCfpXSazpVpLb/wCjEPBInmR4PT2rmoJf7VeWzSwQSA/63kcDilN5c6YUiJ8xF+7zxj0o6ErQz9VeaOyjIQpJAwy2eWFVbjU47y1IUDzX+dT33Vs3UCTX3mTMQJ0wq5yB9RWS+lLpsf22NkJiyNuM5NR1uM1LDU9ckhit3aN0kjIyTjHtUUkUFoS1xbFZYhyV7e5pyWcs+jvqAyojdZCnQgHr/KucutVi1jUHif7Qd7BVSMHkADrxVtt2uwTSTSNtNce0x5NwNsnG0d6bBPHfyRwqN7q+ea0pNMieG2TyQlrZRs78fNzjGf1rNk0zF3HPp0jAJGZHdxjkZqXF9Bp67GxqsVtY3trdANHeBRhsdawNf1K5/tWNZPnZ1G5/aqtxrVzqDpJKS2zgHH4VV1jWJbey2yRKXI2oSBms7a6h7TTlSNmyA8l5oQzkgE4qXVZL9bKOV4isMjDEfGeKigDw+G4Rbs8cnAZh3JPSuy1vw6YoNJgupSCYd8jKefp+tatXFdrQ5dL+d7GYpaxtMwAZt3QflTTZ6veM2yFF3KATjJIp0lpFa6gdPsWYocHnqfrW1NcyWsyRI+WYqrKFPqKfqBlx2N7Fpk8c0iRq0iocp2wa0pF+wGRZpfMRUBUIueTkVX1KK6FvcF5BH5kuU3EcDms+0jEaGO61JnjkwWAAzn60AOis5hqMqxsEEcZkY8cg84qQ35GlI7xso8skY7Ux7SaQXD28jKrusasTkkcUt55tsYdH8kyLKQGkcfyoTsgZcsXuImtoba6zKsZlffyAOeP0pxvkuI7ZLi2eXEzSSeWxw/XtS6tp8VvYN9lKi9MvlYzjg9qz5dXurG6h8iCNGWLY+COuaLiJrfVk/tGbZauE3gjP8K+lRSIuo3ZuJ0B81gqoONoqtc3n2meKCGKJHCjzDG4O6rk1q7yyRR3EcMUZDE5y3PYD8KPMZHa3c+nSXkVrkwOPLYjk4+tUZQ1pZXt2l0xWQBAp645rorOATaS1vBaMG+6Z5Dgfe61la7pDaXbKbmVdzt8g7MPWgL2LWjW8H2ZzLPcSSOvKBf8A61PayWQizkjZ8gsoY42ioNG1bZPvlkVCV2gVX1C7a51I3sDktEeVJ+8KGG5UklljvHtSUREfGQc9K0GtktL1suZEypK9M5wKzLjUTqF2ssPl2qOxL7V5qO6ulubhjbOyYTrIeTjmlZNDTs7nTPbTXUF06oFgt2UkK3T8Kk1GxFo0V7BcKwIVwsn8VZej6q0dlIZbkE3HyyJtOCAKc19DfWS2iRPNLE+EfOAB6UPUe2xePm3pQNBEkhy5YHGeD71CHtJreazUb55V2K5HCevNVobWSVpJb6drePhY1U8mtC+ig02wSNzGgUgokZyz59TQiWu5m3GhLDrBtbRtzQKrSOr8AZ5/lWRejzp5TcSSeWrYib+9VzULeZZ/Nhk2ecuXCtkj2NSWoDRxeaHlaM/Ip6D8KV9RctyzYWdhDYR32pytNKOI4vSs671id51jDNxwqL6Vrvp7/Z/PnGNzcCsBw0OqieNBlSOGpcyKcWTWtlcJcfbLpdiIdyoRwxqO7vp7i+SOBMzStlVH8Iq9d6lNeKsb/wCqU5OBW1ptlZJCLwALPGP4q0SsTYtaXqB0eWOJmSO5HIcc9qZf38usapD50nmYOMiqapFGs15cAPM+VRSM8etLpEQNw02AFQZok7IEJ4iM0zi3t495ZiPoKoabp32W4EsibtvLD0NaUiTTXb+WSFC8t6Gp7DTIWt5Wu5mwynbjuay5di29yjcLHOZL50BVSAimq93YKtkS8Z8x1Upt4AzWjpO1NNkhBWRt7bcn3puoRXTNbpcSK2doIU4xWi2RN9SzpkRsLH7dvVWBAGfTGMVR1R2uLlVFwGjfAY/3Qe1XrjTw1vGtzOgA+YICarRmzubxIYLYeTG4d2J9B0o8gsUriI6bEsVuJCEb5XYdal083E0jq8sbqzBix9ateItSe4MkYVURD0A6e2ayrKwvnQ3FvEXHIIprULHSPJObe6tLVBc98joKzXW9uJxBcsYDCnyBD65qewjkjsCWvVilAYsh4I56UuktOq3UjsB5oyHk6jHtQA2wsxa28omTDZyHcVPffvIt4t5JQw+RypqPznjvIrm8WSZT0VuAe1WJNXe9zEJFhiUnahFNaA9THiubiCMQTFihOABxVp7WCOOSEQZd8MDmkurlJv3h24U7QQPTrUJLou8liWXv2Ge1F7CaLkekS3ABaRYMnC4Oce9Z+rfarOzSzmk8wSHKjHbPWrs0hEO23nkeRo+RnABrHlee5AndiBkBCeaNhiSzvuiiIWREXau3tVm3nSNcyZDDoCetblnpEd5G87SxiTYANvYcVh3whe6d4UzBGfLTHVm9f0osK5mXbSNqNu0SB3PBPZea2rWK91LV9iylkVFRpW6DAqvbadAYrkzXJt8D5N38R61DFqxtbRbaHdt5JbPLc1N7Dtc67xL4QtYbKzuJLwtCrAynP3h7VXvr60+2QNoaNGlvHh2z96uautbN1FBHNM5hTChWatnSAlnJLN5ZeED9564qpO+xKTW5Wt2ur2WfVTA88wfG5/urTr/TINOlS6mkjN2y5ZEPAp91rciW8tjYtstZX3FMVQe3aeJpjJ8yDJ3UroopXd+WG9iSo6D0qOxkN5JsQZY9quX9t9otAwTHHJ6VnafG1pKHB59RRdLca1OgkvYbaAROV8w/Lg1rSeF9QlhhmklXy2TcvpiuA1t/LuUk3EluRXb2XjC4PhqCLAkZRtOfSolKwRV3YSzkleI20OwGE/KRU5WOOb7UgBYcSD3rnbPUWtL37Rt+U9VrdBjvrZbmCTCufnANNSvqDVmW5NYksopBEA0cg3DHrWU95JqSmSeJgUGFUjvSyJNYz4Z18lh82OafeSvYWi3EigPLzHH3x60+oj5+yFXOM7TSrzET2JzTTwp9cU5m/cJ2BroICMbUJ9aAMRZ9TzSdIFY880pPyKMZ5oAfjgKKEx5hB9MUn/LXr060AjeOOppAA++qmlzy3PemnmQn0pV5yaBCxHdux60RjCscd8UkP3zQnLbQe9ADkO1cepqQnCY9ajPEgWnSHLqB+NS0BMR8g9aVRwSfSmE+/NLngVAh6ng49KVfuAd6EwENCg4oQD1+5ViI5684qBepH5VcsoXnnEUY3M3QVSJZdg+6DjJrp/DkU8GqW9yEbCnPSt3w34Ltbe2hudTdd7fMEJ7V6DZDT2iJRIvJjXjHpVxXNezMKn7uzab9DL865Cxyu5SM8qg6n61p2kVpqbbmgDOV5I9qyLPX7Jbq4/tCPbbR58sYyTVn7NqV7pja3butpbKp8uIcZT1rOXs+RKK16s3g6jm3J6HJeM5IZtRW1gk+WIdD61zimKCMrIwdye1b9w+gJdedNdtNI/38VKugaHqilrW6ZJD0Ga5mdkWjlp5BJjaAqis9rfFwWxxXQ634en0q33E71PRh3rDthtRnlc5xwPepGzQ0Gzmu9Ra3VW2suWNXJLm5trloJ5G2w8L3yM9K1NA32ETTLMFnZOM9TmoNQjlW4jvpYw2G3EVrFrYjlaVySy/tLVGMUAitUBwWmbB/KqmqwSW7TwfaRJKndT1qaJbDXfECXF3I9shXBWNiBn1qPVNDh0y4aS2vvtHmfKCTnBNN7Gbu9DH0y3v47Z9TnIUBvkUjk1ck1xriZ5bm32XZAAb0962/s14YUt4GimWJd+CB1xUVnZRQF9R1u3j825G2KJTkj3pXLsZ6vcXbpJNqRLBhsGBwPyqndaRdav4gFlZSmV3xuYnpXZ+IPCuhJpEd7puphXC8rnO4/nxXCW6Xiay/2O58t44wd44ySR/jRYV7nc6l4cutFsraCacui8IvU7jVlYtCsbOQXlttmK/fbk5rkbibxU99FblvtmfmJX2//XXUWHhm61WSD+1LowGRseTwTiqTaE7M5mzsYtT8QJDD5nkYJODya34PC9v5byi4lt2Tkl+36VmypPofie5i00cW/QnvWm+o3etRGe4kSNi2JEHFaw5XozOfNui3Z6bqttHJ9k1GF0mG1pHxkCqGp6JqOladbtstrpA52lOvNY2sC7+3RRWrTNCn3tpODW9pUN28DGYsIY1LDce9Jx3GpPS5y95fJp2ntbPEInkbe1Z1terJuWEt5rDFbWi6OviTWpjPKhhgYNh+/tXWDwjoVrby3zTBLgLnZkYrOauaRbTOGinu1MGmyKWjKkFQO/FSqkFlcpHNZBUhyxx1P1q5qJtXninScRumAAD96qV5exysylSZdmSR0xWcZXRTg4vUk03XoFvGZbZpN2QBjtWjfanC2lSs0C/aGQ8qeeaw7K6jtfI2IHdkZsKPu9etRGeea32osfmyPtU+gqk9dCVqjcsZkto7KG8sSIwC20YO6o2s47yzeaKIoklx+7VQPU8VE1vqlvM6NcRt5cJw+c9Qa0DNa20Omi2YHD72Gepwc1aFuQX0d0t0baScxbSCyYA4/Co7y0uLiWCHT5HuDGhlkKNjHXirE93aXOpzDzmjlmY7w/TFXLlFkaO3t/L3ouN8J6/WhtIaTZkJcyW9jLJJLcROo5V8nJov9X1iTT4ra6mJF1hmOOdg/wD11YtUeZhFPdRBmcgo3JIH/wCqlE1zcz3l4VjKYMECEcEDgkUJsGkQ6e0N5MyrMkEKrhQwPzEdam1K6sXtJltbXyHAEZfsT3Iqtp+o20KyQ6halNv3ZFUcVNamC51GCNZEktEcyfOMZ4PX86BFKXRrGHSLWc3GbmaUosaEhtoxz+tbeqwSWD2bR2JQND8nmHrzgn+dUU05tQ1Zb0pFBbwkkkN2rYE7azeie4jaSMcQ56BQKAJJdRvNDjtGit7GS6cLt2HJUY78VzGpazq2o64ILp03PuJX+FRitvXdYhniVYraGLyDtLp1JrlZtOvI5Y9UjQMinY7N0GaQ9+hof21ZJOlrPArzDj5KtWzRW9hc3m6KWQhgikcpmsnS7JtMvDeXcZmnuDti2DPJ+tTtazJdSRyxlJGbOw9qL6jsQaDC93IlxeTGOOXcUAPXjip/KnW4dEJkAbO32qxNZQGWztZH8sq4GUPRQadqlleaFfQXdlPHN9oOI1znA6UMTIdIb7Hf3urX0QBhiIhj9G+lUxYuXe4fcZ5yXYI2Nox1q5qjS6hNDp7MpmLB5iOMe1aN7o0sNnYJDMRLcA7ssORTEVYxMkVra2E8sjOC0xboorVaWCytLmW+t0kaMcY4Oe3FRXEE8EMcFg7LJtCvIy8Z3DgfhVm+WG11iGxvSbqGCJZZin8T44H86EDHWNzYafphMMsZllPmPG4+ZmPH+FYviu8vbyKBGt2t7YY+dMgE+lPklt5r+WdrbART5eTg+1X5LeU6XBcSM7jdkRSn5c8mgCg1jBLkJO6RpGqNjoWOaeSyz/ZbeYskX3EIHLYpZbh4GgBgXEjec6IMj/PNVYJI7jUpJpHSJpJdyh+MDAH9KRSG3dvqB1Cz+0IY2YNu4xwDVq4m+yaaQZd8khU469e5q1qWpXd3eafDAY5jFuGRzkVWmuiLKWCSw2tnls/doemwtbFiSeKJUMtrE6+XgulYGsWs1nrGlvbxPDKwEmevykA5q294q25wFkiVwQpyD24qXTZDqN9e3t+JW8pAkCJyQOOKPQa8yXUrm7uGOYtqKNocjGfWm6Z9jW8jaXO8gqoPQmooLu5urm+t7iOURW4+TeMEZz1/KqUUAub2FpJhHEk46n2ptsVjXlsIbS3iea4IZpmEiDnIzUl/eL/bFtbaW6NbrEWZinPORUFw/wBquZ0jlKpHKAHIyO9RNcSiIxRszTxkxuSvAFDEjSuk+xNbMlztLg7scH8qj1WTSrOzj3yzPcsqmIBcAE1PbT3HnWxHkRzqwjUMM5B71X8T3d59tlkuPLuIrc7VYLii9tx2uc5qmoTLO0gXaxAVVJ5+tVdGu5/7W/4mCNKCMhc8Vbu9moOtyVyc5H0qKaO6uYWRUEKqcGQdai3VEs0tb8RrfQ3FqX8kCQIFjHy4+tReFYodP1uTzFR1KZjkYcE1Qs9Ev72xuIYViaEHHmMef5UarZalZpDakKRaruDDuDReW4WOs89JbS/R7lBPJOGO09F54/WqcunXTSJbNcBVnYR7t/RTwTWDpAitrSaS5vipc7j71RsdSjj1Fnunk8kvkdelPmQHZazp1pp91cppwjkto1WMEjOTgZP55rLn8MG7tree4cIrEBBIMVbhVNUu3aK4/wBGC/dJHWtW+iv9U0x7Ke+jFvax7lbaAQPriq8wMeW8aTS5LSWREVbgLGIxknBGKv3mt3WtXKSXLOogjEEb4wB0JJrlYZxd38dpYyfJENwdx1Nb93DPCs8O5fsqKDJJn73PakncEVEZ4bLUb5LgPOzbLcjqcZGavub6GFElu1a5dd7HYMqcdKilvNN/siD7Lp8iAP8AK2PvY9KvLd2dxOjpaTidxlgw6mmBHJB59lBJcym5lfhhj/VjOM1oPpOiW1+LdGjnQxckEAgmsS3uLuaW6ia4gjRTs8snBx19aX+yZkdZYlRlPyna3P8AOgZfkjj09Ueybd5cimJTyCc0a3r13quq27TworWwA3KpALEetU5ZYrW6WBbd1dU5Uknb702+gjmu7eK2u2aFl3vns3p+VFw0uVtQiuNQmmT7UI2D5BX+9VSCwjf7ckl1u8pOQSc59a1IpLWx1GKInC5ZyW5JJNPezinm1G8Fo8kcpCBkXoaVtNAe5zVlLpNh5e2G5e6YcNuPP610mlxSpfC4jthJPIAMPzUOl6bItyshiZJIuVEg6CrsmoyQyLctcGAsSEccjIqVdbjWu52EF5FDbzK9sFcgfKec1554id9Z8SWyZkO0EYPOAKtXdzqt75DWV35iyfeYr0NYmpJd6SPPe5Mt45wqKMmqtoDs/QqakBFJguVCttBFVLe21I273ME2Id23nrW7puiX01k2pXdqWjUfOrdQali8gRNCQUhZhkY6Gok3fYEjAs7e/M/kncQTkkAc1blshb3/AO6jadsfMGY4X2reS9hihuLbT7cyTjDB+pWshn1KIMZtio3zFgOc1qttCToraWZrJU+yW7S42xxoownuxxWno2gmK0K3EyKA2XKjk571zttqyWOnSW7zlfNbcSOpwB/hV3SPFfnMVdC6ICAexpNtvUpJLYf4hnt5bK5hgSQyAApk/dx1NctBcFtOCP8ANKGznOSa6aZbe5vTJaK08jn94Twij0q1oWiWkury3F+EEUXzEIfl6dKnlb1J6mXayM1tCk0TLu5HHJre0aKxWbbK/wC8f7gbtUXnpdG9njQGISlIeORyaqtpEqyLuYk9VcVM4trQ0jLlOvudPi+xOkjhwRxivOr5VW7aGP53Xqa2F1ueKwljd9xPypg03Q9JadjK43s3rSpQdh1JXZW0G3WW6ljnxx0BrSn0+S3uQXy8BOVZaqanpNzp8/2gKRGDyRULXU91dW1pCz+WTkt7VttuYmrKwazYOvCnr60+wQw6dI543nA+g5puqkR28UCHgmpbz9xpqRg87M8ep4qZPQuJBbXZW1lbPEjkcenNQ201z+8hLKcg4J6Cs+O6TSG8mVw5cZ+Y/pTb/VQLdIbXAL5zj1NF7IGVNMjKXYbz3D7jvVT15NbQV8xzyxHf5pADH7w7Vlabot/DqCyvwnVjnitzUh+/gMJw6ngg8CnFOxN0QCbz55JJlZwiYCg5AFWFkNqiwxxIjykcqOcVBfJOmnmcttzw/HWobW9vLya3hjhw7ja0mOg9aFoU3cvarEuI4EwDM67yTzxVO3vLiylltoJSY9wOR3qPWkktmP2d/PaJtrOT1JrFF3dWlwA8Tgtgg9cUNiudRdabfanYTaliOGKAgByeXP0qg15cgGNlG8gFmAzUtnq6rbmO5aSVWOQo6Z+lRTa2mn3uySIZkUFahN3sXJRaujTvLprmK3dSXlVADGeAKglhkuJ40KRx4G9tg5/OoZZbqO1S7iSIsx3Y7ilnmkuk89Lr58jjb2xzWlzPpoWIISivHFGGUrg55PPpU5R2ulmZdyxjasWRk1Vvb5LOxin3K7/d2g4z6VmJcz7kuPtAaQ8lB2qW7FN3ZbuQjxsISwuJGO5R/CM1bsYHluIgsQjjKAhXHBA/xpumapAHkZ/LE0w27mUHb9KnvZL2GONJWjkTyuGH8CiqVhNuxBdGFYMQSOt3KxLAHAVf8iqtq8Ru4II4mcRkuWHr6msi1vZfOnl8zDN8o3f3a2bIvDeeXHcIN6g7s0XATxBa2kkilbhp4yNwU9Eb3qCwFlJJHdzosrQjakfYVBrTuk5RMmPruHeodMt/LBlY9e3rUp3YSViWaJb/AFC4nlCxxfwoBgCgXe1njjlOCMNz2qYWs91dAkYQnAAq6+j20d1O5Uh8bVwOCatoSsLpse5kAh3buhPep9Rto7QFrmVQW48tT2q5ZtPctaWdsFEm4IrHgDJrp9Q8G6fZ6abi7Zp7kuN87fw/QUWQXOAklfVpcuot7YDCIvf61QkUQyGNjgiuov7SB2WzsWIiA4kPWuV16wltZ4HUk5GOKia0KjK2qKepWzXgQQruIHWtbS7EwaevmA784Izxj1qvYWE2pXcNsJfKjxudvpVTXJfsii3t5ZBzycnBFJpWuF7M19ctIrGNHUggjr6VR0+92Dy1lxGx5rZ820GjBb5BNmMBMHkH1Ncv5atIsEMRBPTHek/deg+a61OnursyReTYRl8jBZucVIbEpp5mu7gvdlQqBjkAe1VtH0+9guo450dIdwDt7E812nizw5DbQR3lopMYUAhefxrRbEHyxKxwvqRQ5H2fb1NKQGYA9hSMApGOldAhQP8ARgp6jmg/eUDpSc4AHpQoJYHPSkA4k73oYbdvtQ2Mtj1pGPK/lQIXGDnNCHDbfamvxtp5OHLUgCI4mZf1ojOJXPocUinHz+tHRHPrzQAo5mzUhIxnvmmKuFz696XuBSEOzyo7k0/o2D0qJ+Jl9qe+QVPXmk0BOOAM9xTk+8B6VG5/eoPapeA+fSoYhRnOc8Vq6OxXU4SOOayh93HvWno7BdUgyCfm6U0I9d12SRLKGWBQ0nlE/MeOBWYdeuoNDgki8rfPgFd3Od2Kd4v1CXTdMsJY1Ul4sAN9BXOP4aabw1a3yIXunmB2q3QZFJWsaPc6GO9afUmheFXPlZKjnnir2v8Aja5/4Qo6ZDDHGmBF5ityVBHGKzdB06407UJJGjZImj+YucnNcl4k1OKWY2sAISNjn3NKXkF7IyWnxxmpbXU57aRTHIRg1nFs0qntUNEczR6noPiqDULY2V/h0YbcnqKhvPDmy+SOAebExyGHSvPbKbyZg24jFdLbeMr63jSJGBVD8pPWpcOxcavc7qHQFaS3R2KlRil1azk0yIGYia3bv6Vx1v4rvp7lZXuCHQ5254Neg2dxa+IdOVHIJxkr71Ek0zaEk9DjrzSVWEX1pJmFuo9Kz7e7W0uoZJUE0Ubbtp710mq2n2Nnto9wj7KRxXNCBsyLKuB2qlMbga0F3aeVJJbK0cjZzzxU1lb/ANoQvcSzDzUO1csOBWSY2SHZEo83t6GrVxZXmlywi5jxvAYFTwabSZN+510Dx6Xa2+nPJFPbmMyep3VyWlWyz3uo3klm7o0m1WU4A6cVI+rW0xZXg2OBwwPSl06Z44wkVw6pK3zKDgU0KxqaWNStri5uvsbxQxpyxI+6fxrXh8S/ZPLvPJWeY/u0Vv4ff9aoX95HbafJD5s8wfCgK+QaxP7Jvr3UbKGK6eOKaUK2R90VaasS9yGXWHvvE908mIlb5mAps97G7NPAxCg4JxwaU2L6f4tubVWjby1wzSEDdTLxWvpJLcGOGBAXJH8R9KaBly58S2H9nBbZG83gMwGfrU+m6vaPFPxcyqY/lBHA+vFYui6c7RAedbruzzJ2reN69hCkSx2+JISrbR1689KWo9DFsZoLC1uUVG86Zsq6nGKhtJgWZbxpnGQCN/8A9ek06x88sbi4VSzEAZ6DtUZgaPOWBUHr61DlYqMU+peuYtHeCMR28omGcksfX61Bu04NJasZAzw4AHXpWXZRXt8W2SoB5m0bvStW/MWnCXcFeZV2bx0p36sl26EdpPpFvdjzHkjRYyhVOp6/40mpyaU72xtYpI4VOT6txWZZXMp012WGNiZOGY8nNX/tEct7bCeaOIIu1iBmncRYs73R/tCrMZmhOM5B6Dr2q/ZDTopkltUaeGNmcBuoGKr6vDpsdvapbXqyuwIYhAMdPaqC3kVrJDFaB33fIT0DZ4pphY0ob6OO+muIlinSYbSGHIqtHd20d9MYEmh2qemcZqeexh0yFDLA8Tl95kU8cjp+tVLhNQmkiIcNA3LbepFGqBeYeWpjEkKlnc4V/wCLnrXUWels9pa2s1wltAg/5bDB56kViHUYG1NZoIAIrWHagPUvzz+tdFNNfHSYL7V7ANFMu2Ns/dH0/CmBFqPhuKztLq6h1KO7iUDAyB/WuX+xuiK9wxj89Sdg9O2PyrWlWzmtWuU1AxoePK7Zpl7DLLqERuJon2oMEcALmpYGDBpjx3DRyXM8SOpKrnitC1uTDatHa3UrzhtvAyAp7/zq/LDJfTK8MOVjBQruOWzTNPtLSG9uzLMbS2tVPmEDlj6fpQlbYLGVZaRENR8m6vmeMgyyj0PatUbb4R6JDeAWk04MrHjCj3q7pxsGsLieIjzHHVupGeKx1150gvYGgjBxtTK859aLWHc6GaOLUfFJisCFsbCA7JU4ywBNUI7afVNQ2JJmeUkbyMnFYtvem0s0h3HgfeXoauQ61JpckTW7YmkHDAZIpga0Wh2uneIbS03GQkr5rucsc9eK2Nes7DT9Sklt0yiqRtftgZrNkTQppre+ivriS8KhpWAPytTdTggstLeS6u2uLi4lLfezhMD/AOvRa12w3skc3p6SSXl3dBDm5OFb+6M9q6aW3muUKww+eFULHtfkY696z4o3nIuLRNkezakOe/qaIroWYXP+jXMafMEfqaFYGWpriXR4YVhV3n+/JFLyF9BzWVNfybXMyeXdSv5jbhwM9B+tOv729vJvPLpIEkRiD1fBBxW/9v0a61KFriKS3uCAXEgynTHpT0FdmFc24Fjv85JJX/iTtVhrbdpi+bqRZY8fK1F8llNdTx2iK4eUhJFOMD1xVM/6PYhpZEkK87B3pASO0XneXBCd3lgFlOQBiqMkiXyeatsGZmxGTkcCnjUorm2aGBTBPNwFAq5pcDTIvmZjS2UhQBjP1oHch05PJu7C6ldYjubgHr1reu2a+gmECJLKxOCo6VnS2HlQaY9tbrJM7OTuGR0JqSA3Ud9F5Ti3lmztCHhsdaLMTsUbaORLYwX8USDeTu2jJbsKm05L9JpJrZ1iiEgUkDgcVZvRJ5dnbSKsk4uDJJzknp1rLuraVNPa9hcLulwBmhIHob1+3l6VeXT3HmTudrAr9481zlrPJYzvOLVZghBIYZGaGtbmPaZ5WfI34zwalhvre3s7hXnCSyYKqRnPrQ99QNOzvpQbqc2MeZV8wDsuOKzoXe9uTCtmIZSQ7uz46/jWha6jps9xDaPKfmiAZjwAd3ek1DSCviCdmmimtjFvQwtnJHQfrQCKT215HeQEBZB/snJ45rSmdrm2P2mBEjc4LA0mmSWmq6iiW6tFIsbJsHVTjqal1h7qAx6dtSNkQ5ZlyWPXpUOMW7s0jUlGLitmY0x0yylMe4FP4QOc1QuLe+MsSIjKsvQEYyK1tK025l1OCa/JUFCwwPTFSapqWo3GqFEjV/sqHy2C8kc9aoz3OemtrzSr8opd1UBjtU45q/4mnuzaRylERnjAwDyQa27X7Xa2HnXjxyXN7GV27QdgznPT2rEubVbmQoGZo0AGScnFDihIdptnFbW8COsE00uCFY/dFN16zhv3xIsVvtJUFRjOOKyby2MVwH+0FURco5459Kwr7ULu6VPPud5UkAZ7VD7Boaum295bmZ7Ulowcbz0NadxqV3Fo06yMCzD5vp6VQ0trsW0QZ2ED8nHQGtiW0sbu1NtNI0RkOC3rRsNIwNOvY5WRkX76ldqCtTVLufUCFkWRUAAACkDA7VLY28vh6Xzbe2S5gtxgs3vzXZ+GL+HxJdSRfYoYhGuSW6VaXQk5i119V04RC3TdCR5av0FLb67qM2qLI3kRKy4yo6CpvEFjpv8Awkc9qqnaEx+6PG+sc6Bc+f5NuX8zaCcngetTqGpv6n4TtdUtFvYbzZMT8+1sHFM02wu9FlYLObm1VdxMh5BrFsbe6s5fKlE4uGjLgFiB9a37S4uJbOOW5jZtvPzcAmqRRMurW81sLmFY5bm5HlTA/wDLIev6msqwtoEmDpcqJy5bLjIUe1XHY6quyVUggMv7xIuGbFN1G0/srTze27LcDOyOHHK/5zTEVNbfawvLj98w+VGBwTV7RvEK2ibI3ID5kETCrIsrRdGtLzVctIxyIx+NVfssN0rTJZiN/wDVqSSPlo80AzxF4klk02KG3tdlzMx/egjJFZFrbz3mhraSv+/MmU3dFHOa077SrUsks1wyuoyBH0ArFinEglitVlkjgyWkb61NrvULGjba7dWVh9m2R7U6MqjJpmg6hb23iCPUdSjEzKCYomGct0rPglF9bu0aldg5B9ahRJLy5SJ38tEYFm9s80XWyK6XOxvNY1e7W+e2sykbsSy4wFrEuINR1K3j0tn2pG+6Ty1yT71oXkun28qppep3DRbQJEVM845zxS2WvQ6T5s8UDTyhwAzjg56Zp7E7lJLZvD9ssNijtPM21ty8ke9Mk06D7FK1xcEyOceXn7tdTAJvE1jd3FzcRWboMoiLkt+OK46SJjqPlMrOcYBPc09tQtczfsN1dTeVDHgKOXat1NDXS7SA/M7SfeOeBW3bQwK2zA3YGcVbkggmVkb5uPlGehq7wJ94ybO0mjtjHbtlZDyDUlvpJjmYXb7YuuM8E1OkjW020LhRxmn3RbUGQBtzFwNn480k1bQNbgsEFrbotuT5IYsSPzpp11J9Nme4tikGSsTdzUkskaGBMiLBIKt0I5rC1ScyTtEuBGrfKo6VJRWldlXzY4iYwcKo9K7TQr1U0lnSMGfoFHU1xktxjT2SNvkHU+pqvFe3dgqtBKwY8gg0c3KUldHoXh2/W81Kay1naqS54bsam0jwulzrN7DA6+TE2Q/p7VyOkeIIW1OCbVoPMjVgWb1r0vwlc2041O+tEVYmkGxO4GBWkbS2IkmtzjtYsfs2tiyLb2TuKZeESyrGwI+fGPYVbkYXXiOe4Y5AYmqisv2/dIpZI49zY9TWU/i0LjscfqtnBc60I/PJVj2/hNF/ZwWEscSB239JCO9aM9nA1wb9cqfM2nFazQy3ttDZrGj+UfMLkc/55pKzCSsWtAAubI2g3SPH956pyRTXGofZrdOA23eTxuxnFamnrJYQyskZHzHJSq+pX2nDSrRY42F00xeQ7evBFa290zW5U1G4n8lNNuLY7ydrMvSq9ncywSNHBE64B+akhvY0Ybj8wct83er+sXkEVs8qbAPsqooQ/wAfOSfzFSWUbK8aWOZ5rcMpbk461m3E5ttQklRDKjAgIBkCr2l391DbsuImjxwD1pLTUI5pGVrbGWOGFLfRgVbaeGKYypCcbcgMO9Sm/t2ud5svOcgYGM4rRnitvs/2eOLfLI/3hxtp3h6EWgu4Zl+cZKtjJAotoJspy3t3f3LQw2oiB5xjoKkntJoFJBjDAdBU00zyxLMitleHde4p0FuZLuECB5S5wkWPvE96OUdzmdRaVmRJlUFT8uO9ETBcrwGIwSKdq1rdWGsSpcR42NnbnOKIpo7gBXjIywyw7Cob11BalrSbBL3zDIfu/d5qHVb2WxgaBWLk/L605pVtJN1s0mHO0cUW0Ykdg4Es7H5A3rTjHqNszNnnFVkcxso3EdzWgGERhuFicA8A569q2Z9Ch06N7rU5Ukv3UDyV6JWJdXE32MpDHuWPkAdqpxuTE0Zrj7Wi28EWc/nmrS6XcWUDtMmJEGQgql4XmaeWOeSLYY25PrXUazep9udUG9m+UBRnNUkgu7mbYSxSwQSbZRLuJkDDAA56VYmvUluh8wJA+6KrLLPLdMHTy0C421l2Vvs1FtjObh5MKO22hO4WsdBprgKSnDI+5Sa2dZ1x7+xQzzeWc7dgOAfes+aL7PqilFGx06e9WfEXhtZdIstQEpdN3zqvAHWkwuVYVtJYmkS73TddgHQVS16FHsAynLRndRpaxw6kYGRYowM7344qrdyNIZI1fdFkjI7iqvdWYLcy7O5MRDIfvcVn65DJOsUwYlmbAXHSrGn2sr6xHYF/LR3++ewxXRXehrbsyySiXymJBHQ1lbSxTsziGtbqYIWuCCeNg6Vo2EX2a6jkR/MdeCKuz2+SqIFyT1HaqqwNaXMhVsle46U1ZAe7eG9s+hQu6L8w54/nXnXjLVmtdVlg0+aRoR95M5UGsaDWdWNhtiuJEiXkqrEYqGy18aakqXFqty8rZLMMkVovMjbY8RBHmEnPNEhG8L2Ipo6L7HFSPjz0x0ArYBOm2lHEhA6YpOdxX6UA/vX+mKAEVhge9K+PIB77qSNfkcDtzTkA2YJ6c0hAfmUUjZ8vPrkU99qxja2eaY4OxF9TQAshIjRafjbEB3xTJzk4XsKdnJT3FIBd37tR6ClP3uvam8bitCnLA+vFADhzk08tvx6ZpgbAOKF4H0NIRLnkMe1S7sknFQYOOacp+UVMkIsf3RV7TpfL1CJ/7rVmq/IOalikK/MDyDUXsB6x4qsIdU8LW9+twBJBHjbn2/8ArVwFn4i1Gyt/s8cx8sHgHtVWTVruS2+ztM3lnkrmqJbg+1Ipy10N5vE+pyLtNw2MVjvM0js7HJJ5NREnjFL0JH40Et3Hg5p6kYqHpkU7dg8UEkobv6VKkgBqspywGeDTlJ2fQ0hWNCKVQwZiQfaur8Mayba8WXednRlrjFbIHuK0dIZ/tQhTA3nqaUlctStqe3yww6paLIoBJXKmuT1HR7iJXdlyF6kdxW14fe4sglncjAK5Q+tb11GssDKRwRXPqnY64yTV0eXogFuAGO9TlTU8mrG7ngW5SSWQDYoXmk1hf7M1FkCkjqPTFVba4ltdSWeHbn+Et0rWLuiZIsXMdvaM0dxvEsh+VDycVXljngmiSzRicEsG4xWhrzXTPbXfnQyzqQdyrwM1FqEWWgu4b7fI2BOVXhB+VNXWhOhNb6jfabdR/aIFOBv2Nz7UyXW2u7yJppTbqr7j5fWrkcpOrm1jhknEqKDJIM/LntVe68ME3kqqsgJkB45+WruIz7eD+2PEkksTFiEL/vG+9itTUrmy1G7s4zY/ZSqFWIOMmsm9sH0nVZVhkb5OCe9amheIF0u9M13aJeAKQAwzimFmZ9p4durvUmSO3eWENktngCt6H7FZa5cWk9irose1SxACtzVBPEDyPe+VM1q8zbl2jhazNSsXluFuzfNOSylucd+aGJXG21rC+pzrINyljgg8CtK4tLS5ldrSIhgm3BPGayRcpBLI6A7fStHSdBv75Dey3MiW4fJVTg7aWtx9COz0uCJY55babd5oVgrYB6e9UtbtfP1WdUhk8kLwoNaEzC78QW2m2dxcSW4lHQnPWp9XjitNSubYzPE6gZJ6gcUXC3Qwre1sLaJpbuKVYxkY3d/zoT7Hc6wskFr5kKxfdPrWjNaWEltIZLmZ4dpKAdz2qqbWz03ULaadZpIZI9qBByWPT+lJ7gXrq0mlisXS3t7UAsMNycfTirK2cNvpVtI7wzzCXJAP3RxWJNpMvmS+fPMJ5D+5iB5XPrWqkMMFtYaBZ4k1F2zNKSTjpmmhXuTXzPe3UKxlHiQh2Qtxx2q7JfWNwjXcVsYJ41MW3Py5/wAiqcKtpj/ZWiSdpSdxB5WnHRl1G6TTraSQwBTI+Dyz9cfqaaTQOw06XHb6YnKvKgMk7qfuk9B+lNkk1LUIIbG0vpbmZRnyMZVVrRtdPkng/s1sWyKnnXCZ+Z8dq0PDDw+H/DesauIz5kn7mLPXHAH6mgGcrYaeb2SS0eWBHhJyh/vZrRtLeBZbxrnLrE7KAeQcAY/Wsi32W0flsM3UxaSUv1XJz/WpdNvZ7mzubcOggkbbluPxzS3GT3WnS6RbwStqBgnmJdI1GSQScCpJE8+C2s77ZGty++d88sO/861HSzmu7K6k3H7PGVAccE4PNctNZXeoTXWoXExitjKViz6ZPSjqB1NzYwrE94kCG3YBYxG4yo9cZrAmgtY7syW4Mh43LIOS1S6MtmAUee5HlMRlWJU/rW1/ZqPpl5qIu4isI43ABieOn51RJzOqXceoataWUEHkRxqAwUZOB1NWNKjjgvmkLiWTyyFDLwo5rJstQaG9ubmJiZmUxiQjhc9f5Ve85Z7iH7RJncu3dH1/zzQUW9J1udL64tFiiiSTI3FPvGq2IpLueW6yYUk8uMDjPqRV+LRjPKkdg8uJOFMq4+bv1HpmlvPD89ndOY7xHFoRlXxy3f8AlS6CJkub2G4NrppVrXj55OPqAao65HK6F0hUOWCMynOSRTBqlzfSCFo4xsf+E4z+VW3llshH5kBYBy5A5HejcZLa21tBaQPcxcKQxKk5bPalvDHf3j+RGFBYIA3boakjgSSxjvpknAUqV/uD61Us7WZo5L273LHJIfL2jqcYos+oaFiaJI9P2JGBO9xtUx9SvNVplNvpzQRRI7tJtIb7wJpbUrKLSzs5G+0I7yySOeAMnp+dGiQNf6oked7PKWkDnGfzpW7A33K5t5tKkS6uLbD9EK8jGKsJqsixfa2GWwQEaMgCtbU5bCALfPaSGFpCiRFgRkDH865jUrtpS8TqRwGUR4wopvQSdzf1PVjeeGdOkMkK3ZmbcI+NowKyba1ke/EiXqlkT5VIPy5PNOaLS7fQ7C4KTsRnziR3wMd6mstY0uNJo7SJmkcYBccr70dR3NK4shZSB1njnYQEs6Mevqc1i20LThYZHdo0/eED61M0mlx2wRmIkkYCQ9dw9K1dQi01ngitIzCHGC6/KDTEY2sXrpYiaOBjGPlV2Hf2rHggtry5jN0cHZxWnfuh8u1W6BRXwFYjFJomkxan4iihnBMKI5yDjJyKVrgVbK0La4TGN8QTJLrgcVvRzR2zytlPNC7l+bj6VRNpbm8VZPNhHmMiojZJHbpQ9rapcH5HfHBGST1osNaF59baCyt7+3ighumYnC9hx1pbvWBeL/aOoTRtcM2xEQHPSl1ZtLXTzCli8E8qHbkenT+dZ11Hax2cMcHmGdJVIymO4zS8xF5tUEsVpFIJVkjJACjkg81FqPiiz0vUPL+zN5skWzb3I5psizjzryWOfdG6nLKcAYxWXqVjFqXiWxvJk8qHcEkOetPyH5ml/biHT1V4mSc5EW4djWKl3daS7RbDI8oyCe1S6iqx6oBbiSWJG4JHApZrk6jdsjKInUAKwFK6JvcZcwR39oy+Yc7gSB61yGoadNb3PlpG5J5AxXfR2y20bMeQxBJx1PtTQsOoTzbwFMRCqcc54qNJOxUoWV2R6II4dPtoXBeTHzgjoa0o7W3vdV8s2zhkbqOR+FQ2iNZEwsRvZ/vY7V1WhanZWeplpoiyRrgYGea0JehjFY7JbmGWF5IpWzgioLvTibFTp1ytnIy5kCnBPtXbRwi+zOIVkLSbtrdhXJ+Jp4ba8lA0ueOV/kjbHy5o0BtlLwjFG8UtvNHHNPM5PmvycAc0yBrr7VdyQyMhQsI/TAOKuRWD2CF3YLLbREbV9weTVR7Ka3SFYA7zOdzAnrk5pDskVtQur2CCNpJVe5uQFUFeea0rVrtbaMXdtG3y4ABOcfnVf9xHrcMt9byu8LAAA8LjtVoSx6hezW9k2wF8mSVuQvoP1p9NAMyK08u1ubpZCszynamegya0JXSLw5n7534YnqWq7aWMMzXEKQofKI3NnrWzp1haTqgmgMaoeOOM0NAmcnDdysbeK9hfy5MBS47Zq9q1zbLLI8d2v2dExt77h2rZ8VSW9vIIJ4sjy/3bDjFctougxardiO4fbbDLOxPWmIyI59Q1y5EUJCW4iOHPANP0qSGDSbnSXVRcSyYaeui1YwafBBHBCiiNmRNp+8OOa5CSeC2gadBulVg209Cc0dLgaFtpMtnDcGN1Y7sEHvWdqEMttM0u5VRXVSuevNbMOpR3mnm6u4GjMgx+7rN09Le51+CW7iaW0Jxt68/Spsg6WOg0SG2j85JLqODzcDIjB44rO1NraxurtIt88CMHOV4IGa3dQvJYbwf2csFlCg5Vxlie3pWbdGS6tL69u54naZQMKQMkdqdxhYatqRkWSK2jggCceZ8oqGae8urqa4iRXijwHlXoCcU3WrW6bSvKkVIXkQbCHySPwNWxZJ4f8LJH54drnlvm/wA+lG+wmWtLuLJbvMpO0KMg9zUEsvkykxsRGz5HOSa4abVLhboJGdy56+tXk1B5XiLXBR1YYHYVz2bdpGl0tUdvG0flK0x285wamQxRuJkwPlOTXGm6luNSUCcvEO/auo8jzhEDIBGADj1rem3szKVnqjJuluNR1HzJFKxrwoFUtQm+xXAUoHyOa69LP92SpGfWsi601ZJi0hVgvNaNJEq7MSZba4WGBD5a43EE1BBdM1zst7V5ihx0yDSTxo155xBCdODXaeDNX07S9J1HzLVHlkBEbMBkcVk1dmylZaHKtpWo3tyYoYwu4bzntXpnhANpvgq6nkXa8RIJ9eK59NPaGwkjldxNKu5WU4IB5rdv5hpHw0s7Qtm4uwCT69z/AErSmuW5E3zWMexbfHczd3OB+eaqrdhBeE4w5wPwqaHNvp8aH7xUyH8eKz7tfsukHdGHeU8E9qxerNFsQaWi38kdsZSiu+5ie1WbrUv7K1WSBAWU8EjpitTQdOtZJYZVDb0xketU9btD9qlZY8M54z6VSViW7j7XVZppHhiAWKQEhiKzAg2QLLPucM3Ue1a8dxA4gjSMARJtJQcZ4rP1SGWW6iiCqka5w+3kirvcnYtwW1tDewrcbZAVMjnHHoP51BrcdmEt7MqQxyxI75xinyb7vbbQNFICAu5htxjmmTaVLMHlZmil52yMeFC8cUXGjGlW7FxDYrDHGGfPmA8hfetC4EelNG8XzRs23kdT3qG60+SNo5kuBdjG9jjoadDLBqdo8M6ujw8pxwDn/wCvUsET+egiVC+zedzbetNivSkpWGUpIww5PUg//WqpdWr2oRxOG3YO0Va8ixsYra6uJyJpgd6ntTT7jZv3EOn21hGsTFjtAdh3yKl8JLHc6jOklyUuBF/onTrz/wDWrDsLmxu3FvdXDQ2pcncOuMGrl3o32JItQtbpkw2Y1z8wHY1WpLL+o+G3sbK7v9XuEM7nEcPVm965OSeJI4YI4Bnvxya6hdOvb6MX2o3TTNtyils1z8QjGpySMvMYwM0mho0AqxIpW2JjXGWI4Bqjqb2v2lZolWFl6YPeprm+mmQqJCkOcsvrWY80J1FEaFpyvIUULRAyTbPevNcSyZRV79WNdvovh7TtK0lb7UgNrJuKHqa5S5hf7Ol+sLQozY2H2q/Nra3NiGuHaRI127AMj8ad7aiauUPEV8s0v2rRLXy7deCFH4VLb38UVhGbiGRLsjcM08zRJpvlwBkRvnIK4qCC+W/u1RyGG3aGPYUrphaxVtbq4urO7u8EEEgc0aXb3y2ceoELnzMDc3UVqXOl+TAYLeQKkhqnJa2ujW8LXNw8hLEMmfl79KGrArtXZ0up6jp50Pbuj/tDfncpyR7CtTSdWsbLR7ixvJ/NVh5iADPPp+gry94BJcSXUKllbJC7ugq/p08cdoPMl/eFuvpmp5rj5bG3qcq68xWGMQgADd3NXPCfhaHVJrm2ubuQRwY+VcZb9KzNO8iO5kDXIGOQxp9tfLaXU0y3zRO/UxnHFWmhWK2t6ami+L3tkkLwIV+Y9QDireo/2cqSLaTXM8jDG09P51lGWO7kuJUmMsoOck84p1tfSR52x7mHakCIrR5m2W624aY/dz1pZrKeCN0fYdxyx7j2ojtL434kMcglx8qrya62y8LJcwrPcSSOxPKnjFJR7lNnFRXccHmIGyCMY96ryhpthChcn71d/J4U06KB96AzyyYUZ6Crlz8N/PtUa3u1jkK8oR8ufrVakXR8sdzQ3+t/Ciit+oAv+vpiffP1oooYD0+61A/1ZoopAL/yzH1of/Wr9KKKAFX78n0pw+9H9KKKTENj/wBa/wBaB91fwoopMOgp6tTj3+lFFNh0Hn7i0tFFJkjofvfhT4/uH60UVmwJO/4UdmooqBCn7o+tPH3j9KKKa2EHpQOtFFAxx/hp6feaiikIlH3V+tXrMn7RFz3oopMTPaLon7Jo7fxYHNbTf6n8KKKxq/Gb4b4DifFSqckqM7euK5sdF/65n+VFFVTN5nUSQxLp2mERoC2M4Uc9af5aLY3+EUfvW6D3oorVbmSMyGaUXSkSuOB0Y1oieY3I/ev/AN9Giih7i6GHIxfX7jcS2TznmqB/4/JRRRUSNIFe560hJ2de1FFadCXuQ5IbgntXoOhSP/Ze3e2D1GaKKaIZJDDEhsnSJFc3PLBQD2rD1Ab9c1At8xwOvPcUUVm+ppDdHRWEMR0OPMaH5X/hHrWZraKNU08BRgEYGPeiitH8Jm/iY61VW1/UHYAssfykjkcDpWb4OAOuyykAyFn+c9evrRRSGVwxfxONxLcseeansHYXUzBiD5h5BooqmBqSsTNduSS21Bu796jVmbRbZCxKm6TKk8H5hRRU/aAtaVDFIfEjPEjMv3SVBI4HSszToIT4PQmJCctztFFFUw6oqzSSHSGBdiFhO0Z6cmklZn8FRq5LLxwTmiio6DNDRgItNs/LATMZzt4zwKxbp3EVwNzYJ6ZooqxRKsaqNGgIUAl2zx15NV9K51VB2Criiil1Gd/4kd4X0vymaP5P4Tj1rkY5Hkv7ne7NkHqc0UUT+IUdhNHRWju2KgsJBgkc9a1cA2cpIGcUUVL2GtiK4JOlbSTt2jjtXV3CL55XaNogGBjgdaKKroSzjJvk1KHZ8uVbOOO5qksjx2sjo7K4U/MpwaKKiWwzbYl7XTkY7lCsQp5GcGk0+3he7g3wxtkN1UGiinHZFy3IdaONMtUHCeZ90dKwCANXOAB8lFFEjMmuAAIsDHzit/ranPPWiiqe5a+EwdMRZGYuoYifqRmtCZmivZTGShBOCpxRRSWxKJtOUfZYZcDzN6nf36+tW7aR/wC1Sd7Z3jv70UU+wdzp/EzM2s6fuYn5B1P0rnNZ51WQnqHX+dFFEthR3Ll7/wAgTUv9xf6Vz92AbTTeOqZP6UUVL2GdBqEUa2lttjUZjGcDrXLXAC3ce0AZbnFFFR0KjujXvuLRcccdq5nR3f8AtbG9sE+vvRRWOGOnG/EjrbIB0lLAMfNPJ59as6aB53TvRRXYjiZ3/h9R5nQfeHas34iqNmmnAybj09jRRWct0UchcMWbViSSdyjn8aHdhrdswY7sjnPP3aKKroHQaPmg1Fzy3ntyevU1maOB1xzjrRRSG9zcsuLO8I4PmdfwFaNk7GS3BY4KjjNFFWyehiePnf7QvzN1Xv71FZEqqBSQDH2oopPdAZOrn/iXWrfxeZ1rkLlj5J5PWiik9hrc3ZSR4aseern+tR2JI1OPHHWiioY2bmnEya3LvJb5T97ntU2sIi6RDtVR++PQfWiikC3MPT5Hnv7TzXaTHTec4p0J87UZ0l+dRnCtyBRRVdAe5m3aKkx2qF47DFUohmGQnk560UVC3CXwmrY/8esp74rX0x2JiyxPA70UVb6Cp7HQWrNsPzHoe9c9qUjqww7DOc4NFFKOw5GJcMRAMEjrS6Y7YUbjjcO/vRRTYz0m7ZmaMliT5I6n2pnij/kGaIO3k9PwFFFarZkdUMn/ANcB/wBM0/nVXWQPKhGON1FFYroWbvh4AW1wQACOhrDuJHZbgs7E5xkn3ooquolsyzZgDT4SAATJ1H41N4uJ8jR+f+WZ/kKKKuOxJhaf3PoDV/U2b+zlG448rpn6UUVPUa3GWSgWCcDoag0IBp74MARnv+FFFD3QR6mTdcag49M49qosTIoLnccty3PaiihgTr938RXQWzFll3EnCjGe3FFFJ7CjuWYZJPsGN7YGe9ZD/wCu+tFFX0H1H3gA0IsBg+coz+dWdDRftFw+0btvXHNFFSxrcs6qS1ooJJAHGaz9IJ8mRcnbu6dqKKrqSXfEBItkAOB5f9azfDYBkbIBooqF8QM611UpyB+Vc/4pRfJtvlH3h296KKuWxJTuEVLWYooX5B0GKx7VVLx5APy+lFFZI0Yt4SIRg4+aq0zMLdRk8+9FFNA9y7oPSX6VKpIuGwT1ooq1sSd54I/ePfO/zMI+CeSK6TSyTavkk8nrRRVITMm751B884Wn6JdXAuDGJ5Qn90OcflRRVLYhn//ZeNrtwTEBAAAAwqD+qWcND6AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAHg3C1izr3+sAQA=","text/plain":[""]},"execution_count":11,"metadata":{},"output_type":"execute_result"}],"source":["s2_bb = apply(sentinel, 'Natural Color with DRA')\n","s2_bb.mosaic_by(lock_rasters=[11664437])\n","s2_bb.extent = m.extent\n","s2_bb.save('s2_20200808_f', gis=ent_gis)\n","s2_bb"]},{"cell_type":"markdown","metadata":{},"source":["## Generate water bodies mask"]},{"cell_type":"markdown","metadata":{},"source":["### Create normalized difference water index raster"]},{"cell_type":"markdown","metadata":{},"source":["Normalized Difference Water Index (NDWI) is most suitable for mapping of water bodies, droughts, boundary evaluation. Water bodies have strong absorbability and low radiation within the visible to infrared spectral ranges and NDWI is based on this phenomenon. Default rendering function of Normalized Difference Water Index (NDWI) is computed as Green(Band03)-NIR(Band08)/ Green(Band03)+NIR(Band08). To get the [NDWI Raw](https://www.arcgis.com/home/item.html?id=112db40d3640473aacb0d1f891462496) raster for the corresponding Sentinel-2 tile `apply` function was used.\n","Rendering (or display) of band combinations and calculated indices is done on-the-fly from the source images via Raster Functions. "]},{"cell_type":"code","execution_count":12,"metadata":{},"outputs":[{"data":{"image/jpeg":"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","text/plain":[""]},"execution_count":12,"metadata":{},"output_type":"execute_result"}],"source":["ndwi1 = apply(sentinel, 'NDWI Raw')\n","ndwi1.mosaic_by(lock_rasters=[11567718])\n","ndwi1.extent = m.extent\n","#ndwi_lyr = ndwi1.save('ndwi_lyr1')\n","ndwi1"]},{"cell_type":"markdown","metadata":{},"source":["### Create binary raster"]},{"cell_type":"markdown","metadata":{},"source":["The binary rasters were converted to feature layer for extracting the boundaries of water bodies. [greater_than](https://pro.arcgis.com/en/pro-app/help/data/imagery/greater-than-function.htm) function was used to create a binary raster where pixels with value greater than 0.08 were assigned as 1 and others pixels were assigned value of 0."]},{"cell_type":"code","execution_count":13,"metadata":{},"outputs":[{"data":{"image/jpeg":"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= greater_than([ndwi1, 0.08],\n"," extent_type='FirstOf', \n"," cellsize_type='FirstOf', \n"," astype='U16')\n","water_mask"]},{"cell_type":"markdown","metadata":{},"source":["### Extract water polygons"]},{"cell_type":"markdown","metadata":{},"source":["In the feature layer 'gridcode=0' represents non water class and 'gridcode=1' represents water class. Water polygons were selected using the `query` function from the dataframe of feature layer. A new feature layer was created using `gis.content.import` function which will only consist the water polygons."]},{"cell_type":"code","execution_count":14,"metadata":{},"outputs":[],"source":["water_poly = convert_raster_to_feature(water_msk.layers[0], \n"," field='Value', \n"," output_type='Polygon', \n"," simplify=True, \n"," output_name=None, \n"," gis=gis2)"]},{"cell_type":"code","execution_count":15,"metadata":{},"outputs":[],"source":["dfm=water_poly.layers[0].query('gridcode=0').sdf \n","nwater_poly=ent_gis.content.import_data(dfm, title='nwpoly22212')"]},{"cell_type":"markdown","metadata":{},"source":["### Masking out noise area\n","\n","The first row of pixel along the coast has very high reflectance which is considered as noise and can manipulate the results. [create_buffer](https://developers.arcgis.com/python/api-reference/arcgis.features.analysis.html#create-buffers) function was used to remove the noise area. Sentinel-2 spatial resolution is 10 m, so negative buffer of 10m was created."]},{"cell_type":"code","execution_count":16,"metadata":{},"outputs":[],"source":["buffer = arcgis.create_buffers(nwater_poly.layers[0], \n"," distances=[-10], \n"," field=None, \n"," units='Meters', \n"," dissolve_type='None', \n"," ring_type='Disks', \n"," side_type='Full', \n"," end_type='Round', \n"," output_name=None,\n"," gis=ent_gis) "]},{"cell_type":"markdown","metadata":{},"source":["As the buffer polygons will be used for masking out the water pixels from the raster. [dissolve_boundaries](https://developers.arcgis.com/python/api-reference/arcgis.features.analysis.html#dissolve-boundaries) function was used to get a combined geometry of all polygons with `gridcode=0`."]},{"cell_type":"code","execution_count":17,"metadata":{},"outputs":[],"source":["diss_f = dissolve_boundaries(buffer,\n"," dissolve_fields=['gridcode'], \n"," output_name='dissolve_poly_f3', \n"," gis=ent_gis, \n"," multi_part_features=True)"]},{"cell_type":"markdown","metadata":{},"source":["The geometry of `diss_f` was created for masking out the water pixels from the study area."]},{"cell_type":"code","execution_count":18,"metadata":{},"outputs":[],"source":["aoi2_layer = diss_f.layers[0]\n","aoi2_feature = aoi2_layer.query(where='gridcode=0')\n","aoi2_geom = aoi2_feature.features[0].geometry\n","aoi2_geom['spatialReference'] = {'wkid':3857}"]},{"cell_type":"markdown","metadata":{},"source":["## Get the damaged area"]},{"cell_type":"markdown","metadata":{},"source":["### Get Normalized Difference Built-Up Index rasters\n","The NDBI highlights urban areas with higher reflectance in the shortwave-infrared (SWIR) region, compared to the Near Infra-red (NIR) region. Applications include watershed runoff predictions, built-up mapping and land-use planning.\n","The formula for computing Normalized Difference Built-Up Index is SWIR(Band11)-NIR(Band8)/ SWIR(Band11)+NIR(Band8). Sentinel-2 View `visual rendering` was used to get NDBI rasters. Rendering (or display) of band combinations and calculated indices is done on-the-fly from the source images via Raster Functions. To get the NDBI raster for the corresponding Sentinel-2 tile `apply` function was used."]},{"cell_type":"code","execution_count":19,"metadata":{},"outputs":[],"source":["ndbi1 = apply(sentinel, 'Normalized Difference Built-Up Index (NDBI)')\n","ndbi1.mosaic_by(lock_rasters=[11567718])\n","ndbi1.extent = m.extent\n","ndbi_r = ndbi1.save('s2_ndbi_20200724_f2', gis=gis2)\n","ndbi_lyr1 = ndbi_r.layers[0]"]},{"cell_type":"code","execution_count":20,"metadata":{"scrolled":true},"outputs":[],"source":["ndbi2 = apply(sentinel, 'Normalized Difference Built-Up Index (NDBI)')\n","ndbi2.mosaic_by(lock_rasters=[11664437])\n","ndbi2.extent = m.extent\n","ndbi2_r = ndbi2.save('s2_ndbi_20200808_f2', gis=gis2)\n","ndbi_lyr2 = ndbi2_r.layers[0]"]},{"cell_type":"code","execution_count":21,"metadata":{},"outputs":[],"source":["ndbi_r = ent_gis.content.search('s2_ndbi_20200724_f')[0]\n","ndbi_lyr1 = ndbi_r.layers[0]\n","ndbi2_r = ent_gis.content.search('s2_ndbi_20200808_f')[0]\n","ndbi_lyr2 = ndbi2_r.layers[0]"]},{"cell_type":"markdown","metadata":{},"source":["## Create continous built-up raster\n","NDBI and NDWI rasters were used to extract the built-up areas using the following formula: `NDBI - NDWI`. In this raster the negative values will represent water pixels and positive values represent built-up pixels."]},{"cell_type":"code","execution_count":22,"metadata":{},"outputs":[],"source":["## continous raster showing before blast scenerio\n","bb = ndbi_lyr1 - ndwi_lyr.layers[0]\n","bb_wwater = bb.save('bb_wwater')"]},{"cell_type":"code","execution_count":23,"metadata":{"scrolled":false},"outputs":[],"source":["## continous raster showing after blast scenerio\n","ab = ndbi_lyr2 - ndwi_lyr.layers[0]\n","ab"]},{"cell_type":"markdown","metadata":{},"source":["### Create difference raster"]},{"cell_type":"markdown","metadata":{},"source":["The continuous rasters for before blast and after blast were subtracted to create a difference raster which shows the areas that have variation in NDBI value after the blast."]},{"cell_type":"code","execution_count":24,"metadata":{},"outputs":[{"data":{"image/jpeg":"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","text/plain":[""]},"execution_count":24,"metadata":{},"output_type":"execute_result"}],"source":["difference_ras = bb - ab\n","diff_ras = difference_ras.save('diff_raster_f1', gis=ent_gis)\n","difference_ras"]},{"cell_type":"markdown","metadata":{},"source":["As this analysis is focused on built-up damage, NDWI water mask was used to clip out the water pixels from the raster."]},{"cell_type":"code","execution_count":25,"metadata":{},"outputs":[{"data":{"image/jpeg":"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= clip(difference_ras, aoi2_geom)\n","clip_diff_ras = clip_diff.save(\"cl_diff_ras1\", gis=ent_gis)\n","clip_diff_ras.layers[0]"]},{"cell_type":"markdown","metadata":{},"source":["### Get the damaged area\n","#### Get point feature layer\n","\n","Hotspot analysis is necessary to get the damaged area polygon. [find_hot_spots](https://developers.arcgis.com/python/api-reference/arcgis.features.analysis.html#find-hot-spots) function requires point input layer. The raster was converted to point feature layer using [convert_raster_to_feature](https://enterprise.arcgis.com/en/portal/latest/use/geoanalytics-find-hot-spots.htm) function."]},{"cell_type":"code","execution_count":26,"metadata":{},"outputs":[],"source":["b_pt = convert_raster_to_feature(clip_diff_ras.layers[0], \n"," field='Value', \n"," output_type='Point', \n"," simplify=True, \n"," output_name='contest_pt1', \n"," gis=ent_gis)"]},{"cell_type":"markdown","metadata":{},"source":["### Hotspots analysis\n","[find_hot_spots](https://developers.arcgis.com/python/api-reference/arcgis.features.analysis.html#find-hot-spots) function was used to get the damaged area."]},{"cell_type":"code","execution_count":27,"metadata":{},"outputs":[],"source":["hspot1 = arcgis.features.analysis.find_hot_spots(b_pt, \n"," analysis_field='grid_code',\n"," output_name='wwater_hspots', \n"," gis=ent_gis)"]},{"cell_type":"markdown","metadata":{},"source":["The resulting point layer has both cold and hotspots. Points representing hotspots were filtered out using `query` on the data frame. Points with value greater than 1 in `gi_bin` column were taken and `gis.content.import` function was used to create a feature layer from the data frame. `gi_bin>1` represents Hot Spots and Negative values represents Cold Spots."]},{"cell_type":"code","execution_count":28,"metadata":{},"outputs":[{"data":{"text/html":["
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objectidsource_idgrid_codegipvaluegizscoregi_bingi_textnneighborsSHAPE
055-0.0041530.0008683.3300643Hot Spot with 99% Confidence11{\"x\": 3953044.8856000006, \"y\": 4016512.2457000...
1880.0853890.0002043.7139433Hot Spot with 99% Confidence19{\"x\": 3952884.8856999986, \"y\": 4016502.2458000...
2990.0853890.0003693.5611463Hot Spot with 99% Confidence20{\"x\": 3952894.8856999986, \"y\": 4016502.2458000...
310100.0609120.0005333.4637813Hot Spot with 99% Confidence21{\"x\": 3952904.8856999986, \"y\": 4016502.2458000...
41111-0.0064460.0003833.5513863Hot Spot with 99% Confidence22{\"x\": 3952914.8858000003, \"y\": 4016502.2458000...
..............................
52095923259232-0.0172000.0055322.7742852Hot Spot with 95% Confidence34{\"x\": 3953294.8856000006, \"y\": 4014642.2459999...
52105960359603-0.0890170.0065762.7176102Hot Spot with 95% Confidence29{\"x\": 3952354.8858999982, \"y\": 4014632.2459999...
521159892598920.0531000.0022023.0615152Hot Spot with 95% Confidence22{\"x\": 3950624.886, \"y\": 4014622.246100001, \"sp...
52125989359893-0.0139310.0016643.1445242Hot Spot with 95% Confidence22{\"x\": 3950634.886, \"y\": 4014622.246100001, \"sp...
52135989459894-0.0139310.0033632.9324812Hot Spot with 95% Confidence22{\"x\": 3950644.8858999982, \"y\": 4014622.2461000...
\n","

5214 rows × 9 columns

\n","
"],"text/plain":[" objectid source_id grid_code gipvalue gizscore gi_bin \\\n","0 5 5 -0.004153 0.000868 3.330064 3 \n","1 8 8 0.085389 0.000204 3.713943 3 \n","2 9 9 0.085389 0.000369 3.561146 3 \n","3 10 10 0.060912 0.000533 3.463781 3 \n","4 11 11 -0.006446 0.000383 3.551386 3 \n","... ... ... ... ... ... ... \n","5209 59232 59232 -0.017200 0.005532 2.774285 2 \n","5210 59603 59603 -0.089017 0.006576 2.717610 2 \n","5211 59892 59892 0.053100 0.002202 3.061515 2 \n","5212 59893 59893 -0.013931 0.001664 3.144524 2 \n","5213 59894 59894 -0.013931 0.003363 2.932481 2 \n","\n"," gi_text nneighbors \\\n","0 Hot Spot with 99% Confidence 11 \n","1 Hot Spot with 99% Confidence 19 \n","2 Hot Spot with 99% Confidence 20 \n","3 Hot Spot with 99% Confidence 21 \n","4 Hot Spot with 99% Confidence 22 \n","... ... ... \n","5209 Hot Spot with 95% Confidence 34 \n","5210 Hot Spot with 95% Confidence 29 \n","5211 Hot Spot with 95% Confidence 22 \n","5212 Hot Spot with 95% Confidence 22 \n","5213 Hot Spot with 95% Confidence 22 \n","\n"," SHAPE \n","0 {\"x\": 3953044.8856000006, \"y\": 4016512.2457000... \n","1 {\"x\": 3952884.8856999986, \"y\": 4016502.2458000... \n","2 {\"x\": 3952894.8856999986, \"y\": 4016502.2458000... \n","3 {\"x\": 3952904.8856999986, \"y\": 4016502.2458000... \n","4 {\"x\": 3952914.8858000003, \"y\": 4016502.2458000... \n","... ... \n","5209 {\"x\": 3953294.8856000006, \"y\": 4014642.2459999... \n","5210 {\"x\": 3952354.8858999982, \"y\": 4014632.2459999... \n","5211 {\"x\": 3950624.886, \"y\": 4014622.246100001, \"sp... \n","5212 {\"x\": 3950634.886, \"y\": 4014622.246100001, \"sp... \n","5213 {\"x\": 3950644.8858999982, \"y\": 4014622.2461000... \n","\n","[5214 rows x 9 columns]"]},"execution_count":28,"metadata":{},"output_type":"execute_result"}],"source":["dfm1 = hspot1.layers[0].query('gi_bin>1').sdf \n","damg_pt = ent_gis.content.import_data(dfm1, title='hspots4')\n","dfm1"]},{"cell_type":"markdown","metadata":{},"source":["The point layer was converted to raster using [convert_feature_to_raster](https://developers.arcgis.com/python/api-reference/arcgis.raster.analytics.html?highlight=convert_feature_to_raster#convert-feature-to-raster) function. Raster of 10m spatial resolution was created using the `gi_bin` column."]},{"cell_type":"code","execution_count":29,"metadata":{},"outputs":[],"source":["dmg_ras = arcgis.raster.analytics.convert_feature_to_raster(damg_pt.layers[0],\n"," {'distance':10,'units':'meters'}, \n"," value_field='gi_bin', \n"," output_name='damage_ras', \n"," gis=ent_gis)"]},{"cell_type":"markdown","metadata":{},"source":["The `dmg_ras` was further converted to polygon for better vizualization of results. The `dmg_poly` layer was dissolved to get the extent layer which will show the built-ups which were affected by the explosion."]},{"cell_type":"code","execution_count":30,"metadata":{},"outputs":[],"source":["dmg_ras = ent_gis.content.search('damage_ras')[0]\n","## Get the damaged polygon from raster\n","dmg_poly = convert_raster_to_feature(dmg_ras.layers[0], \n"," field='Value', \n"," output_type='Polygon', \n"," simplify=True, \n"," output_name=None, \n"," gis=ent_gis)\n","\n","## buffer was created of 10m\n","damg_poly = arcgis.create_buffers(dmg_poly, \n"," distances=[10], \n"," field=None, \n"," units='Meters', \n"," dissolve_type=None, \n"," ring_type='Disks', \n"," side_type='Full', \n"," end_type='Flat', \n"," output_name='damg_poly10',\n"," gis=ent_gis)\n","## The polygons were dissolved to get the extent \n","diss = arcgis.dissolve_boundaries(damg_poly,\n"," output_name='diss_poly7',\n"," gis=ent_gis,\n"," multi_part_features=True)"]},{"cell_type":"markdown","metadata":{},"source":["## Visualize results"]},{"cell_type":"markdown","metadata":{},"source":["#### Create map widget"]},{"cell_type":"code","execution_count":31,"metadata":{},"outputs":[],"source":["m1 = ent_gis.map('Beirut')\n","m1"]},{"cell_type":"markdown","metadata":{},"source":[""]},{"cell_type":"markdown","metadata":{},"source":["#### Add data to map widget"]},{"cell_type":"code","execution_count":32,"metadata":{},"outputs":[{"data":{"text/html":["
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objectidcountanalysisareaSHAPE
016560.258229{\"rings\": [[[3953947.1204493307, 4015846.14764...
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"],"text/plain":[" objectid count analysisarea \\\n","0 1 656 0.258229 \n","\n"," SHAPE \n","0 {\"rings\": [[[3953947.1204493307, 4015846.14764... "]},"execution_count":32,"metadata":{},"output_type":"execute_result"}],"source":["m1.zoom = 14\n","diss = ent_gis.content.search('diss_poly7')[0]\n","dfm4 = diss.layers[0].query().sdf \n","dfm4"]},{"cell_type":"code","execution_count":33,"metadata":{},"outputs":[{"data":{"text/plain":["True"]},"execution_count":33,"metadata":{},"output_type":"execute_result"}],"source":["dfm4.spatial.plot(map_widget=m1)"]},{"cell_type":"code","execution_count":null,"metadata":{},"outputs":[],"source":["smm = m1.content.renderer(0).smart_mapping()\n","smm.class_breaks_renderer(break_type=\"unique\", \n"," field=\"objectid\", \n"," classification_method=\"natural-breaks\", \n"," num_classes=2, )"]},{"cell_type":"markdown","metadata":{},"source":["### Interpretation of results"]},{"cell_type":"markdown","metadata":{},"source":["The map widgets shows buildings which were damaged due to the explosion. Infrastructure on port was fully damaged due to the explosion and the buildings in the buffer area of 10 km were partially damaged. According to reports, approximately 7km infrastructure was damaged due to explosion."]},{"cell_type":"markdown","metadata":{},"source":["## Conclusion"]},{"cell_type":"markdown","metadata":{},"source":["On August 4, 2020, one of history's most powerful non-nuclear explosion occurred at The Port of Beirut. The shockwaves were felt in parts of Europe, Israel, Palestine, Syria, Cyprus and USA.. In this study, Sentinel-2 multispectral data is used to map the extent of infrastructural damage caused due to the explosion. The results shows approximately 7 km area was affected by the blast. The same methodology can be used to estimate the extent of damage caused due to explosion for different regions with Sentinel-2 data using ArcGIS platform."]},{"cell_type":"markdown","metadata":{},"source":["## Literature resources"]},{"cell_type":"markdown","metadata":{},"source":["|Literature | Source | Link |\n","| -| - |-|\n","| Article | Beirut blast|https://www.bbc.com/news/world-middle-east-53656220|\n","| Article |Beirut Blast|https://www.standard.co.uk/news/world/beirut-explosion-one-of-largest-blasts-history-a4517646.html|"]}],"metadata":{"kernelspec":{"display_name":"Python 3","language":"python","name":"python3"},"language_info":{"codemirror_mode":{"name":"ipython","version":3},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython3","version":"3.8.2"},"toc":{"base_numbering":1,"nav_menu":{},"number_sections":true,"sideBar":true,"skip_h1_title":true,"title_cell":"Table of Contents","title_sidebar":"Contents","toc_cell":false,"toc_position":{},"toc_section_display":true,"toc_window_display":true}},"nbformat":4,"nbformat_minor":4}