{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Flood Impact Mapping with UP42" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the following tutorial we will map the impact of the flooding in urban area using UP42 python SDK and OpenStreetMap data." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This notebook is intended to show how your existing GIS analysis and workflows can seemlessly be integrated with UP42 Python SDK in a few lines of code." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The notebook is divided in following sections:\n", "1. Download Sentinel-2 AOI clipped GeoTiff with [Sentinel-2 L1C MSI AOI clipped data block](https://marketplace.up42.com/block/3a381e6b-acb7-4cec-ae65-50798ce80e64)\n", "2. Calculate Modified Normalized Water Index (MNDWI)\n", "3. Convert MNDWI raster mask to vector mask\n", "4. Extract building footprints polygons from OSM using [UP42 OSM Data Block](https://marketplace.up42.com/block/df2ec03a-50c4-47ac-8a83-2db613869cf9)\n", "5. Plot the impacted buildings with Folium" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# imports\n", "import os\n", "from functools import partial\n", "\n", "import geopandas as gpd\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "import pyproj\n", "import rasterio as rio\n", "from rasterio import features\n", "from rasterio.plot import reshape_as_raster, show\n", "from shapely.geometry import LineString, MultiPolygon, Point, Polygon, box\n", "from shapely.geometry import shape as shapely_shp\n", "from shapely.ops import cascaded_union, transform\n", "\n", "import folium\n", "import up42" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'divide': 'warn', 'over': 'warn', 'under': 'ignore', 'invalid': 'warn'}" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# allows for ignoring errors + division by zero\n", "np.seterr(divide='ignore', invalid='ignore')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Set-up data directory to work with. This is optional though. The SDK creates a directory in the project folder for you!" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "sentinel_dir = \"./results/sentinel/\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Download data from UP42 platform" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2020-11-10 16:11:47,283 - Got credentials from config file.\n", "2020-11-10 16:11:47,584 - Authentication with UP42 successful!\n" ] } ], "source": [ "# authenticate \n", "up42.authenticate(cfg_file=\"flood_config.json\")" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2020-11-10 16:11:48,164 - Initialized Project(name: sdk-notebook, project_id: 28f674f9-0886-4fab-8774-c9ee4d54eea1, description: , createdAt: 2020-05-11T10:56:58.724Z)\n", "2020-11-10 16:11:48,439 - Created new workflow: ebcf9e58-5ea8-48d9-8103-0e4c999d19ca\n" ] } ], "source": [ "project = up42.initialize_project()\n", " \n", "# init workflow\n", "workflow = project.create_workflow(name=\"flooding_sentinel\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Following will fetch the data from UP42 platform corresponding the AOI and parameters we passed into the function." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The area of interest is based on 2019 flooding events in Mid-West, USA in 2019. [Bellevue](https://goo.gl/maps/8UTHGfrLp8KuKk617)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2020-11-10 16:11:51,704 - Added tasks to workflow: [{'name': 'sentinelhub-s2-aoiclipped:1', 'parentName': None, 'blockId': '018dfb34-fc19-4334-8125-14fd7535f979'}]\n", "2020-11-10 16:11:52,186 - Selected input_parameters: {'sentinelhub-s2-aoiclipped:1': {'time': '2019-03-21T00:00:00Z/2019-03-21T23:59:59Z', 'limit': 1, 'zoom_level': 14, 'contains': {'type': 'Polygon', 'coordinates': (((-95.929012, 41.114021), (-95.928326, 41.124884), (-95.922832, 41.132642), (-95.906868, 41.123978), (-95.900517, 41.116995), (-95.88747, 41.119452), (-95.878887, 41.119064), (-95.875969, 41.110787), (-95.880947, 41.106519), (-95.901203, 41.102121), (-95.916824, 41.106649), (-95.929012, 41.114021)),)}}}\n", "2020-11-10 16:11:53,679 - Created and running new job: 588e4c36-0cac-4db1-96ed-f0d376947db7.\n", "2020-11-10 16:11:53,959 - Tracking job status continuously, reporting every 30 seconds...\n", "2020-11-10 16:12:20,678 - Job finished successfully! - 588e4c36-0cac-4db1-96ed-f0d376947db7\n" ] } ], "source": [ "input_tasks = ['sentinelhub-s2-aoiclipped']\n", "\n", "# Update workflow object with our desired data block as input_task(s)\n", "workflow.add_workflow_tasks(input_tasks=input_tasks)\n", "\n", "# read aoi\n", "aoi = up42.read_vector_file(\"data/aoi_bellevue_US.geojson\", as_dataframe=True)\n", "\n", "# construct input parameters\n", "input_parameters = workflow.construct_parameters(geometry=aoi,\n", " geometry_operation=\"contains\",\n", " start_date=\"2019-03-21\",\n", " end_date=\"2019-03-21\", \n", " limit=1)\n", "\n", "# run the actual job\n", "job = workflow.run_job(input_parameters=input_parameters, track_status=True)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2020-11-10 16:12:25,687 - Downloading results of job 588e4c36-0cac-4db1-96ed-f0d376947db7\n", "2020-11-10 16:12:25,687 - Download directory: results/sentinel\n", "5011it [00:00, 236132.23it/s]\n", "2020-11-10 16:12:26,793 - Download successful of 2 files to output_directory 'results/sentinel': ['data.json', '72b5672d-ceb2-4a00-b7c0-cd736fef022e.tif']\n", "2020-11-10 16:12:27,376 - Download directory: results/sentinel\n", "100%|██████████| 1/1 [00:00<00:00, 2.27it/s]\n" ] }, { "data": { "text/plain": [ "['results/sentinel/quicklook_72b5672d-ceb2-4a00-b7c0-cd736fef022e.jpg']" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# download results and quicklooks to results/sentinel/ folder in current directory\n", "job.download_results(sentinel_dir)\n", "job.download_quicklooks(sentinel_dir)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You should see a new folder named `result/sentinel/` being created in the current working directory with `.tif` and meatadata file `data.json`. Additionally, we downloaded quicklooks `.jpg` with `job.download_quicklooks()`. This will come handy later while visualising on a folium map.\n", "> **NOTE:** The SDK automatically creates the download directory if not already exists." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# store results and quicklook paths to separate variables\n", "raster_path = [i for i in job.results if i.endswith('.tif')][0]\n", "metadata_path = [i for i in job.results if i.endswith('.json')][0]" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "# similarly store path for quicklook\n", "ql_path = job.quicklooks[0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, that we have downloaded the necessary data let's move on to the next steps!" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('results/sentinel/72b5672d-ceb2-4a00-b7c0-cd736fef022e.tif',\n", " 'results/sentinel/data.json')" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "raster_path, metadata_path" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculate MNDWI" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The Modified Normalized Difference Water Index (MNDWI) uses green and SWIR bands for the enhancement of open water features. It also diminishes built-up area features that are often correlated with open water in other indices.\n", "\n", "MNDWI = (Green - SWIR) / (Green + SWIR)\n", "\n", "- Green = pixel values from the green band\n", "- SWIR = pixel values from the short-wave infrared band" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "> **Reference**: http://space4water.org/taxonomy/term/1246" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "def normalize(array):\n", " \"\"\"Normalizes numpy arrays into scale 0.0 - 1.0\"\"\"\n", " array_min, array_max = array.min(), array.max()\n", " return ((array - array_min)/(array_max - array_min))" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "def calc_mndwi(green_band, swir_band):\n", " mndwi = (green_band - swir_band) / (green_band + swir_band)\n", " return mndwi.astype(np.float32)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "with rio.open(raster_path) as src:\n", " green = src.read(3)\n", " swir = src.read(11)\n", "\n", " # normalize band arrays\n", " green_n = normalize(green)\n", " swir_n = normalize(swir)\n", "\n", " # get bounds,crs and transform\n", " src_bounds = src.bounds\n", " src_crs = src.crs\n", " src_transform = src.transform\n", "\n", " # compute MNDWI\n", " mndwi = calc_mndwi(green_band=green_n, swir_band=swir_n)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's quickly plot and see how it looks like" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10, 7))\n", "plt.imshow(mndwi, cmap='terrain_r')\n", "# Add colorbar to show the index\n", "plt.colorbar();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see the water area is depicted in blue where as land area is brown(-ish) color" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Create Vector Mask" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now that we have computed MNDWI, next step is to isolate boundaries of flooded area from whole image." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This means,\n", "- Apply a deterministic decision boundary / threshold to NDWI values\n", "- Translate the threshold values into boolean value mask (1/0)\n", "- Convert raster into vector boundary (multipolygon)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "According the [NDWI-wikipedia](https://en.wikipedia.org/wiki/Normalized_difference_water_index):
\n", "\n", "> For the second variant of the NDWI, another threshold can also be found in that avoids creating false alarms in urban areas:\n", "> - < 0.3 - Non-water\n", "> - >= 0.3 - Water" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Meaning all the values that are `>= 0.3` will be mapped to value `true` and `< 0.3` to `false` respectively." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "# create numpy mask\n", "mndwi_msk = (mndwi >= 0.3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Pixel to shapely geom" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "mypoly=[]\n", "for vec, val in features.shapes(source=mndwi_msk.astype(np.float32), transform=src_transform):\n", " mypoly.append({'geom': shapely_shp(vec), 'value': val})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, let's convert this to `GeoDataFrame` as it will be easy to do vector based operations as well as to create viz." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "# to gdf\n", "submerged = gpd.GeoDataFrame(mypoly, crs=src_crs, geometry='geom')" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "1.0 169\n", "0.0 118\n", "Name: value, dtype: int64" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# value counts\n", "submerged['value'].value_counts()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see that `submerged` have two unique values (0.0, 1.0). However, `1.0` corresponds to `water` so it makes sense to filter out land-area from gdf." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "# filter by water area\n", "submerged = submerged[submerged['value'] > 0]" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "169" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# shape should be 203 based on value count cell above\n", "submerged.shape[0]" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# quick plot\n", "submerged.plot(figsize=(15, 10));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now that we have vectorized boundaries of flooded area which we will use to intersect with building footprint polygons from OSM. It is better to collapse all individual polygons into a single Multipolygon geometry.
\n", "Also, note the x and y axis values!! (**HINT:** crs)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "boundary = cascaded_union(list(submerged['geom']))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Retrieve Building Footprints from OSM" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this section, we will now retrieve building footprints from OpenStreetMap. At UP42, we recently developed an [OpenStreetMap Data Block](https://marketplace.up42.com/block/df2ec03a-50c4-47ac-8a83-2db613869cf9) which is available on our marketplace." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As hinted before, the coordinate system of Sentinel-2 data is in `EPSG:3857` and the OSM query is done in `EPSG:4326`. Therefore, we'll need to perform some coordinate transformation here for both the OSM data retrieval as well as plotting the results with Folium. Let's define the transform." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "# transform crs\n", "crs_project = partial(\n", " pyproj.transform,\n", " pyproj.Proj(init='epsg:3857'), # source coordinate system\n", " pyproj.Proj(init='epsg:4326') # destination coordinate system\n", ")" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "# read bounds from dataset and transform to wgs84\n", "osm_poly = transform(crs_project, box(*src_bounds))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the next part, we will create a new workflow within the scope of same project that we initialized and authenticated in earlier part." ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2020-11-10 16:12:29,761 - Created new workflow: 6e9f41c2-4590-4789-84cd-b001ccea3c1f\n", "2020-11-10 16:12:32,874 - Added tasks to workflow: [{'name': 'openstreetmap:1', 'parentName': None, 'blockId': 'df2ec03a-50c4-47ac-8a83-2db613869cf9'}]\n" ] } ], "source": [ "workflow_osm = project.create_workflow(name=\"flooding_osm\")\n", "\n", "# input task name for the OSM\n", "input_tasks_osm = ['openstreetmap']\n", "\n", "# Update workflow object with our desired data block as input_task(s)\n", "workflow_osm.add_workflow_tasks(input_tasks=input_tasks_osm)\n", "\n", "# read aoi\n", "aoi = up42.read_vector_file(\"data/aoi_bellevue_US.geojson\", as_dataframe=True)\n", "\n", "# construct input parameters\n", "input_parameters = workflow_osm.construct_parameters(geometry=aoi,\n", " geometry_operation=\"bbox\",\n", " start_date=\"2019-03-21\",\n", " end_date=\"2021-03-21\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The job is almost ready to be run. If you notice carefully, the `end_date` parameter is in the future. The block converts the future date to today's date.\n", "\n", "We have constructed the `input_parameters` but we haven't yet mentioned that we want to retrieve `building_footprints` from OSM. This block offers all possible combinations of the map features offerred by OSM. Full list can be found [here](https://wiki.openstreetmap.org/wiki/Map_Features). Table below lists some examples of constructing tags.\n", "\n", "|OSM feature |Input Parameter (`osm_tags`) |\n", "|--------------------|-----------------------------|\n", "|Roads |`highway=*` |\n", "|Water bodies |`natural=water` |\n", "|Building footprints |`building=*` |\n", "|Land use |`landuse=*` |\n", "\n", "Here, the variable `input_parameters` is nothing but a native python `dict`. We can add `osm_tag = [\"building=*\"]` to this dictionary. The key `osm_tag` can be a list of all above tags as well." ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "# add osm_tags to input_parameters\n", "input_parameters['openstreetmap:1'][\"osm_tags\"] = [\"building=*\"]" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2020-11-10 16:12:33,211 - Selected input_parameters: {'openstreetmap:1': {'time': '2019-03-21T00:00:00Z/2021-03-21T23:59:59Z', 'osm_tags': ['building=*'], 'bbox': [-95.929012, 41.102121, -95.875969, 41.132642]}}\n", "2020-11-10 16:12:38,019 - Created and running new job: f5b5a7a3-1e17-4e14-a5b1-1893f3acbef2.\n", "2020-11-10 16:12:38,306 - Tracking job status continuously, reporting every 30 seconds...\n", "2020-11-10 16:12:59,757 - Job finished successfully! - f5b5a7a3-1e17-4e14-a5b1-1893f3acbef2\n" ] } ], "source": [ "# run the job\n", "job_osm = workflow_osm.run_job(input_parameters=input_parameters, track_status=True)" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2020-11-10 16:13:04,769 - Downloading results of job f5b5a7a3-1e17-4e14-a5b1-1893f3acbef2\n", "2020-11-10 16:13:04,770 - Download directory: results/osm\n", "26it [00:00, 39945.75it/s]\n", "2020-11-10 16:13:05,333 - Download successful of 2 files to output_directory 'results/osm': ['data.json', 'building=*_2020-11-10T15_11_02Z.geojson']\n" ] }, { "data": { "text/plain": [ "['results/osm/data.json',\n", " 'results/osm/a7a94c20-586e-4447-9369-e7e95ed87b77/building=*_2020-11-10T15_11_02Z.geojson']" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# define download directory\n", "osm_dir = \"./results/osm/\"\n", "\n", "# download results\n", "job_osm.download_results(osm_dir)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'results/osm/a7a94c20-586e-4447-9369-e7e95ed87b77/building=*_2020-11-10T15_11_02Z.geojson'" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "building_footprints_path = [i for i in job_osm.results if \"building=*\" in i][0]\n", "building_footprints_path" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "gdf = gpd.read_file(building_footprints_path)\n", "\n", "# reproject to EPSG:3857\n", "gdf_proj = gdf.to_crs(src_crs)" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "image/png": 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8XVvtK6pW447VydAajNh0rASXrNiBD5YlWnQyYnsJ9DXjI3HVuMh2ju69BW9ub/Pixlkpg5tKAVcnOVyVCoyJ9MaLl4+0yP2tKa+i7VCh9rgo5XhvaQK8XFnnTkRE5sGVa7Iog1HCA98cajNMxlaOFdVg0Yod2J1Z1rxNozdg+apkFLfob51ZUocbP9kHvcEyY9B3ZpRiw5HCVttGR3jjyYuHmfU+OoMROWV1KKhqaPddA7XOiLI6LU6VN+BYUQ1OmZiU2ruFo0JNOu6lK0ZiSLCnhaMhIqL+hMk1WcynO7Jw3v9tbpNE2tqZVmyrd+cAAOo0BsjOeX5NIRN48bIRUJipxvpcYyJ9sKhFAujvrsK7142Fk0LeyVndV1ilxoyXN2PSC3+bdLyrqm+8meXhrIBTFz3Jb5kag4tNTMKJiIhMxeSaLGLbiRI8s+4ocsrscyVUZ5Dw+E+peOKnVHg6K/D18om4MvFsb+vH5g/F5E6GjPSWi0qO164ajf8sGAYnhQwrrh2LEC/zTw2s13Zv9LebSg61zgCdhVbsreXSMeH44Y7JCPdp/890Yqwv/j239y0ViYiIzsU+12R2mSW1uGTFDlSrHaPjxaRYP7yzZCx83FT4dEcWjhXV4oXLrPeAW3GNGoEebTuHmIveYESd1oAGrQH1Wj3qtQbkV9SjskEHD2cl6jR6vLQhHaW1WlwzPhJjIryxO7MMr1412mIxWUtFnRb3fn0A206UNm8L9nTGr/dONesDqkRE1L+wzzVZ1dubMhwmsQaAXZllWLRiB44X1eCGKTHtJtZGo4SMYsvUjVsysQYAhVwGLxclHl2TghPFtYgP80JZnQ57ssoxb0QIFidGNLcYdFPJceW4CPzflaMsGpO1+Lip8OmN43HXrAEAAJVchnevG8vEmoiILKZvFFiSXbHUiHBLyi2vx2Xv7MTrV43G+cOC2ux/5Y9j+Gh7Fp65JB5XJkbYIMLee/DCQQjwaEwqr50QiWsnRGLbiRKU1mpQ1dDYetBV1Vjz3ZeGqMhlAg9dNAQjw71R3aDDmEgfW4dERER9GFeuCTtPlkKrN1+N7XUTopqTNEdSq9Fj+aokrNiU0Wr770cK8e6Wk9DojfjX94fx6JoUs/55WcvwUK82cX+yIxv3f3OouTbb1QL9te3FRcODsdhBXxgREZHj6Ls/Sclkw0O9sHLLSSxODDfLQ3VzR4Qg2t8Nt36ehLyKBjNEaD1GCXj592M4XlSDly4fifzKBvzz20OtBpJ8uScX5bVarFyaYLtAeyijuBbhPmd7fJ87VOenA/k4WlANV5UcrirFOb/L4eeuwnlD2q7sExERWVN+ZQPCvM3fCMAcmFwTvFyUuOe8gTiUVwmjBLP8Yx0a4olf7p6KO79Ixu7McjNEaV0/HzyNrNI6OCtkqDknAVXJZbhtRqyNIuudmYMDW33eoGvdTSS9sKbTnuQDAtyYXBMRkU2V12lxwatb8PEN4zAx1s/W4bTBshAC0FhjOzrCB7tOlmHXybKuTzCBr5sKq2+egGWTosxyPWs7nFeFjOJaDAtpPWTkPwuH9Zm63c7GwZ/r2gmRuGlqjAWjISIi6ppv08PqiVH2+bOYyTW1ckVCOLxczDcKWiGX4elF8XjxshFQWWggiyWV1+twrLAaE2J8AQCLE8Jx3UTHfLHQnl/vmYY/759u0rFXj4vAkgl952snIiLHNT7G12KD3nqLZSHUxrBQ84+Dvnp8JAYGuuP21ckordWa/fqWZJCAPVnlGBftg8fmDe3WuTVqHYQQcLfTBwVdVHLE+LthcUI4lkyMQr1W39QPu7Endp3GgAadAbUaPYK9LNsykIiIqC/gEBkym9+PFGL2kECkFVQjt7weC0a2HS19urIBy1clITW/2gYR9t6wEE98cH2iSXXpJ4pqcMMn+zB5gB9eXtw3+kYTERERh8iQFezMKMVtq5Jx7Yd7EOrt0m5iDQCh3i74/vbJWDiq/f32Lq2gGhe/tR17s7p+SDPMxwVKucB3yXn462iRFaIjIiIiW2NyTWYxaYAf/jE7Dvuyy3H9x3vR2Tsizko53rpmDP41ZzBkDjirpLxei4r6rktbXFUKvLJ4FGQC+PePKag04RwyrzPDcYiIiKyFyTWZhRAC918wCB8sTcRj84eaNOHvzpkD8eH1ifCw03rkjtw3exAuGh5s0rGJ0b64ZVosXJRyFDrg5EpHtutkGaa++DcOnqq0dShERNSPsOaabC6juBbLP09CZmmdrUPp0tz4YLyzZGy3xoNr9AYYjBJcVY71IsKRFVQ1YOFb2xHt54avlk+E0k6fKCciIsfEmmuyawMD3fHWtWPQjXzVJoYEe+D/rhzVrcQaAJwUcibWVmYwShgd4YN3r0tgYu0Aqhp02J9bYeswiIjMgj/xyeYatAb887vDsOc3UXzdVPhgWSKTZAcR7uOKD69vd0GBzGD7iVJ8l3zKpGNNeSn60EWDER/q1bugiIjsBDMFsrl/fncIRwvstzWfQiaw4tqxiPB1bbNvX3Y5Bga4w8dNZYPIiGwjq6wOPx88bbbr3TFzIMJ8+A4DEfUN/G5m5349fBoVdX23y8Rbf53AupQCW4fRqf8sHIZJA/zabM8urcNNn+7Dgre286E5IiIiAsCVa7u25XgJ7v3qAM4fFoT7Zg+yyOREW/ozrQivbjxu6zA6dc34CCybFN1mu1pnwO2rk1Gj1qNGrceV7+3C5n/ORKgJw2WI+rIYfzdckRAOACir1cDdSQEnpbzTc/zc+c4PEfUdTK7tVFZpHe75cj/iw7zwx5EipOZVYfNDs6BS9I03G44X1eD+bw7adZ31uGgfPL0ovt19L6w/ivTCmubPb54aw8SaCIBSLjA3PhixAe44XlSDIE9neLkobR0WEZHVMLm2Q7UaPZZ/ngRvVyVOFtdCJoD/XTGqzyTWALBy80nUavS2DqNDoV7OnXaauHV6LA6eqsShvCpMivXDPy8cbOUIiWwn2NMZk2L9cLSwGpX1jYN6rkqMgKdL44+UanXj/+1BQR42i5GIyFaYXNuheq0efu4q5FU0oE5rwOPzh2JqnL+twzKrFy8fCSelDF/tNa3jgDU5K2V4f1ki/N2dOjwm3McV390+Ga9tPI6bp8ZA7oijJol66IJhQbhgWBA+25nd/A7OQxcNhi8f7CUi4hAZe6XWGfDIjykQQI96KzuKz3dl4+m1adAb7eff4ZvXjMHFo0JtHUanSms1nSb/REREZDmdDZHhyrWdclbK8eqVo6A3Sn02sQaAZZOiMTDQHXd9sR8VTW8v29IdMwfYfWJdXK3GvDe34/yhgXjy4uFw7uJhMSIiIrKevlPE2wcJIfrFdLnJA/zxy91TMSTYtvWZs4cE4iEb1U6/+scxZJsw/t1glHD3VwdQWqvB1/tO4dl1aQAAncGIvIp6S4dJREREXej7mRs5hAhfV/x452TMGR7c6XHOShkUFqhvHhjojtevHg2ZDWqnP9qehTf/zsCV7+2CWmfo9NgVmzKwN6scABDg4YR7Z8cBAE5XNmDhW9ux/USpxeMlIiKijjG5JrvhqlLg3evG4r7z49BRJcwri0dh9S0TzPrglKezAh8sS4SHs/XbheVV1OPF344CAMJ9XDot8fj9SCHe+vsExsf4Qi4TeOuaMQj0cAYARPi44rqJUbjhk714b8tJq8ROREREbTG5JrsihMB95w/Cu0vGwk3VOtG8a9YALBgZiomxfvj5rilmKSORywTeunYsYvzden2tnkgvqMGIMC/cNCUaP945pcPjiqrV+Oe3h6AzSNibVY7/LBiKibFnp0bKZAIPXjgY7y1NwIpNGbj7y/2o19pvq0MiIqK+isk12aU58SH44c7JiPBtHMxy/tDAVr2kz5SRzI3vvIykK/+eMwQzBgX06hq98X1yHgDgkXlDOz2uqkGHBy4cBKVc4Lwhge1OjazX6jE81Atr75mKkyV1eOOvE5YImYiIiDrBVnxk1yrqtPjf7+l4bP4wuDu1bW4jSRLe/CsDr/91vNvTHi8bE4ZXrxptnkB7yGCUUKPWwdu14zKXA7kVuPK9XVg2KRoLR4Ui2s+13eP/8fUBbDtRitevGo3xMb7IKq3D0BBPS4ZPRETUL3XWio8r12TXfNxUeOGykXB3UqBB2/ZhPyEE/nF+HFZel9CmjKQzo8K98PxlI8wZao/IZaLTxLpOo8fdXx6AUQIuHBaE0RHe7R6fXliN9SkFKK/T4oZP9uJUeT0TayIiIhtgck0OY+3h0/guqf2JjhcND8aPd05BpK9rl9cJ9HDC+8sSHaI/tJuTAnefNxCPzB2CCS1qrM81JNgTXy+fiMQoHyRG+9rVUB4iIqL+hGUh1KdU1Glx15f7sfNkWbv7VQoZvl4+EWMjfawcGREREfUVLAuhfsPHTYXPbxqPGyZHt7v/uUvimVgTERGRxTC5pj5HIZfhyYuH46XLR0DVYsLlTVNisDgxwoaR9UxRtRpF1Wpbh0FEREQmYHJNfdZV4yLx1fIJ8Hd3wtSB/nhsfuft7uyRVm/E7auTMf/N7did2X6pCxEREdmPtr3NiPqQhChfrL1nClyUcshtMNq8Mw1aA1y66HDyzK9pOJBbCQC44ZO92Pav8xDg4WSF6IiIiKgnmFxTnxfi5WLrENr4NukUBNBpmcoPyXlYtTun+fN/XTSEiTUREZGdY1kIkZUVVqlxOK+y08Q67XQ1Hvsppfnzi0eF4qapMdYIj4iIiHqByTWRlQV7OeOZRfEd7q9q0OH21clQ64wAgMFBHnjxctsPvCEiIqKuMbkmsgEh2q//liQJ939zELnl9QAADycFVi5NgKuKFVxERESOgMk1kR15868M/J1eDAAQAnjlylGI8XezcVRERERkKibXRHZCbzBi64mS5s9vnzEAFw0PtmFEPbPrZBk2phWhTqO3dShERERWx/eaieyEQi7DV7dOxNO/HkFWaR3+eeFgW4fUI5MG+KFOo4eLsvM2g0RERH0Rk2siGyiuUSPQw7nNdpVChmcvGQGt3mh3fbm7w82J31qIiKh/YlkIkZX9evg0rn5/NwxGqcNjVAr+1yQiInJEXF4isrKpA/0xOMjDoVemiYiIqH1MromszNtVBW9Xla3DICIiIgvge89EViBJEh789hC2Hi/p+mAiIiJyWEyuiaxg5ZZM/LA/D//4+gBq2aKOiIioz2JyTWQFUwf6I9LXFS9fMQru7KRBRETUZ/GnvIMprlYj0LNtCzeybyPCvbDxgRnsAkJERNTH8Se9g/lhf76tQ6AeYmJNRETU9/GnvYO5Y+YAW4dARERERB1gck1EREREZCZMromIiIiIzITJNRERERGRmbBbCBE5jOzSOvx88DQMRiOmDwpAYrRv876v9uYis6QWBiPwn4XDbBgl9cRvKQV4ZE0K5ELghctG4MLhwbYOiYioR5hcE5HDyC6rw2sbjwMAXJ0UrZLrdYcLsD2jFADw2PyhkMuETWKkngnxdsHc+BAYjRKC2G6UiBwYk2sichgK2dlKNoNRarVP1iKZ1huNkMvkVouLem90hDdGR3jbOgwiol5jzTUROYyWq9F6Q+vkWtFi37mJNxERkbUwuSYih6GQt0ygja32tUq8mVwTEZGNMLkmIofRWQLdauXawOSaiIhsg8k1ETmMzko/uHJNRET2gMk1ETkMk1eumVwTEZGNMLkmIofRWbcQeYt9+nPqsYmIiKyFrfiIyGH4uatw24xYKGQCCVE+rfbNiQ9GtJ8r5HIBTxeljSIkIqL+TkiS47x9mpiYKCUlJdk6DCIiIiLqx4QQyZIkJba3j2UhRERERERmwuSaiIiIiMhMmFwTEREREZkJk+t+Tq0z2DoEIiIioj7DpORaCJEthEgRQhwUQrR5olA0elMIkSGEOCyEGNu0PUoIsb/pvCNCiNtbnPOcEOKUEKLWfF8OdcfBU5U4/9Ut2HaixNahEBEREfUJ3WnFN0uSpNIO9s0FENf0awKAd5t+LwAwSZIkjRDCHUCqEOIXSZJOA1gL4G0AJ3ocPfVKWa0GVySEY/IAf1uHQkRERNQnmKvP9SIAn0uNff12CyG8hRAhkiQVtDjGCS1WyiVJ2g0AQgiQbcweGoTZQ4NsHQYRERFRn2FqzbUE4A8hRLIQYnk7+8MAnGrxeV7TNgghIoQQh5v2v9S0ak02Ulilht7QdnpdTlkdyuu0NoiIiIiIqO8wNbmeKknSWDSWf9wlhJhu6g0kSTolSdJIAAMBXC+E6NZSqRBiuRAiSQiRVFLC2uDe+HpvLma8vAnbMlpX95yubMBtq5Kx/PMkZJfW2Sg6IiIiIsdnUnItSVJ+0+/FANYAGH/OIfkAIlp8Ht60reU1TgNIBTCtOwFKkvS+JEmJkiQlBgQEdOdUOsfwUC98dtN4zBoc2LxtU3oxJr/4N9ILa5BX0YCKeq5eExEREfVUl8m1EMJNCOFx5mMAF6IxSW7pFwDLmrqGTARQJUlSgRAiXAjh0nSuD4CpAI6Z9Ssgk40I98LEWD/Ua/XIKWtcoZ45OACBHk64cFgQfvvHNIyJ9LFxlERERESOy5QHGoMArGl68FAB4EtJkjacaasnSdJKAOsBzAOQAaAewI1N5w4F8H9CCAmAAPCKJEkpACCE+B+AawG4CiHyAHwoSdKT5vrCqC2jUcKBU5X4ZEcWThTV4oNliYj0c8XnN4/H4CAPPlxKRERE1EuiscGHY0hMTJSSktq02SYTpeZXYeHb2yFJgJNChhcvH4FLx4TbOiwiIiIihyKESJYkKbG9feZqxUcOYFiIJ0K9XJAQ5YOH5w5BmLeLrUMiIiIi6lOYXPcjMpnAmrsmI9DD2dahEBEREfVJprbioz6CiTURERGR5TC5JiKHtym9GLszy2wdBhEREctCiMjxZZfVwctFaeswiIiImFwTkeO7cUqMrUMgIiICwLIQIiIiIiKzYXJNRERERGQmTK77sLyKemj0BluHQURERNRvMLnuowxGCbetSsYnO7JtHQqRxZTWamwdAhERUStMrvuoqgYdYgPcsXRilK1DIbKYP9OKbB0CERFRK0KSJFvHYLLExEQpKSnJ1mHYPUmSIISwdRhEREREfZIQIlmSpMT29nHlug96beMJvPx7uq3DILI7eRX1tg6BiIj6OCbXfYxWb8SaA3mYHhcAAKhR6/DYmhRsOlYMvcFo4+iIrG/d4QKceYdOJee3PCIisiz+pOljVAoZ/rx/BibE+gEAcsvr8cWeXNz9xX6U12ttHB2R9bmq5BBCYMWmDFTU62wdDhER9XFMrvuQ1PwqSJIEZ6UcAJBTVocr3t0FALhz1kAEejjbMjwim5g1JLDx98GByCyptXE0RETU1zG57iNS8qpw2bs7cbSgpnlbuI8rbpsRiwhfF9w8leOhqX8bFuqJuSNCbB0GERH1cUyu7YQkSdiTWYZ6rb5H5xskCf+6aDCGhXriQG4F6rV6yGUC95wXh69undi8mk1ERERElqOwdQDU6MXf0vHJjmy4Oslxw+RoKGQCN0+NhYvKtKR4dIQ3Rkd4o1ajx02f7oNcJnD7jAG4bmIUwn1cLRw9EREREQFMru3GzVNjAAF8sTsXr288ARelDBX1OtwyLQYhXi4mXyc5pwJ1WgO0eiOeXXcUvm4qXDY23IKRExEREdEZLAuxE4Geznhk7lDs+Pd5CPN2QYPOiI+2Z2H6/zbh4e8Pm/wg1oxBAbhuQuNUxhh/NywaHWbJsImIiIioBSbXduZkSS3yKxtw+dhwvHbVKMT4u+GbpFOY/eoW3PlFMlLyqjo9v6RGg6/25gIA7js/DnIZJzUSERERWQvLQuzI3qxyrD10Gv7uKtw1awBiA9yxaFQY/k4vxjubM7A+pRDrUwoxLc4f/3flqHZb672zOQMNOgOGBHvg4lGhNvgqzKtBa4BaZ4CPm8rWoVAfUVmvhbcr/z0REZFlcOXaTuSW1ePq93dh1e4cxPi7IdrPDQAgkwmcPywIb187FnKZgJeLEttOlGJ/TmW717l0TBimDwrA/RcMghCOv2r9zuYMzHh5E77Zl2vrUMjB1Wv1MBolFFVr8P7Wk7YOh4iI+iiuXNuJCF8XrLwuASs2n0ROWT10RiOcZGc7hXywLRMGo4Q3rxmDYE9n+Lgp273OyHBvfH7TeGuFbVH5lQ14f2smNHojdAbJ1uGQg6rT6OGslKO6QQ+dUsLgYA/EBbrbOiwiIuqjmFzbCSEELhwejAuHB6OwSg0nResWfD6uKkyM9cX0OP8+sSJtihfWH4VGb8SQYA9cMz7S1uGQg8oqrUO0vxuCvc6WUcn4LAIREVmIkCTHWRFMTEyUkpKSbB2GzZz5u+oPyXVyTjkubxrdPijIHQMC3DEy3Bs3T42BSsFqJiIiIrIdIUSyJEmJ7e1jluJAhBD4aHsWnl9/1NahWJQkSXh6bRoAYGKsL9ycFPgttRAvbUjH5e/uhCO9ICQiIqL+hcm1A5EkCd8l5WF0hHfzNrXO0OeSzR/35+NQXhVUchleuGwkLhoe3Lxv0ejQfrFyT0RERI6JNdcORAiBNXdNhnOLeux/fX8YxwprcFF8MB64YJANozOPeq0e//s9HQCwbFIUYvzdcPuMARgT4Y3PdmXj+snRtg2QiIiIqBNMrh2Mq+rsX1lRtRp6oxHHimpw56wBNozKfN7dfBJF1Rr4uqlw7/lxzdsnxPphQqyfDSMjIiIi6hrLQhzYzwfzsT6lEBG+Lpg/IsTW4fRafmUDPtiWCQC4/4JB8HRuv90gERERkb3iyrUDWz59AJyVcqjkMijkjv866cXf0qHWGaGUC4R5O2PVrmxcOyGKI9yJiIjIYTC5dhDVal2rlVydwQilXIZlk6JtF5QZJec0jn4HgFh/d9z0aWPLxS/25OKNq8dgcLCHLcMjIiIiMonjL3f2E8s+2ouv9zaOAC+sUmPi839h2cd7kVlSa+PIeq9l673zhwbi05vG4cxidX5lA/zdVTaMjuzRohU7cLIP/NsnIqK+h8m1A6io00KjN+LCppZ0BVUNqNXocaywGmE+LjaOrvcadAYMCHCHSiHDY/OHIcTLBZ/fNAFxge74x+w4+Lk79foeaw7koU6jN0O0ZE07T5binc0ZbdpNxgW6w1kp7+AsIiIi2+GERgej0Rsw43+bUVitxqPzhmD59L7RJQRoXJFvOaJabzACQK/rydccyMP93xzCkGAPfLAsERG+rr26HllHcbUa897cDgD44/7p8HXjOxhERGQfOKGxD3FSyPHnA9MxOsIb14yPtHU4ZtUysQYak+reJtYHT1Xi3z+kAADSC2uwaMUO7M4s69U1yTpe23gcpbUahPm4wOhAiwBERNS/Mbm2c//4+gB2ZJS22ubhrMRPd02BB1vVdaqoWo3lnydBozc2byuv02LpR3uweneODSMjU/x34XBckRCOo6erkV/RYOtwiIiITMLk2o6dKq/Hb6mFGBDgDgD4LaUAd6xOxmt/Hnf4kec6gxH/+PoADp6qtNg9XvotHcU1mnbuLeHxn1Lx+E8pzaUnZH+clXK8sngU1v9jGkZFeNs6HCIiIpMwubZjEb6u2PHwec3lEqW1GvyWWojjRTUQwrF7P3+2Mxs/HzyNJR/sRrVaZ5F7PH1JPM4fGtTh/tW7c7H0o72oqNNa5P5kHgMD3W0dAhERkcmYXNu5AI/GThlJ2eV44ucjAIBbp8faMqReK6/T4s2/TgAAbp8xwGKTGN2dFPhgWQLu6mQ0/K7MMixasQPHi2osEgMRERH1L0yuHcSYSB88dfFwJEb5YGykj63D6ZVX/zyGarUeKrkMFwwPwt6scovdSwiBhy4agjevGQNnZfv/3HPL63HZOzvxZ1qRxeIgIiKi/oGt+OyQWmfA3V/ux0uXj2zT41mtMzh0f9/jRTWY+8Y2GIwSXFVyqHUGGCVgwcgQPLFgGII8nbu+SA+l5FVh+aokFFSp290vBPDPCwfjrlkDLRYDEREROT624nMwfx0txtGCGvi4Nvb1XZ9SgO+STmFvVrlDJ9YA8MyvaTAYJSRG+eD72yfD2PTa7s+0Imj1ln24cES4F36+ewrGRHq3u1+SgJd/P4Z7vjoAtc5g0ViIiIiob2JybYcuHB6EVTePh6xpBvifaUV46PvD2H5OSz5HszGtCNtOlEII4D8Lh2FAoBseumgwXFVy3Dot1irDXQI9nPH18om4bGxYh8esPXQai1fuQkEV278RERFR9zC5tkNKuQyxTe33jhfVICmnsSZ5/ogQW4bVKzqDEc+vPwoAuHRMGEaGe8NJIcddswZi0z9n4s5OHjo0NyeFHK9eORqPzRsKWQdNV1Lyq3Dx2zuwP7fCanERERGR42Nybee0eiMGBLhjQIAbBgU5bkuyz3ZmI7O0Dq4qOR6eM6TVviBPZ7iqFFaP6dbpsfjohnHwcG7/3iU1Glz9/m78kJxn5ciIiIjIUTG5tnPxYV5465oxeOPqMQ7b27pl673l02PhorKfuvFZgwOx5s4piPF3a3e/Vm/Eg98dwpd7cq0cGRERETkiJtd2ZtWu7HbHnceHedkoot4703oPAL7ck4tZL2/Gv74/hNLattMTbWFgoDt+umsKpsX5t7s/wtcFsQFubNVHREREXWJybWc+3pGNyvrGiYWp+VVY8uFuzHtjm8N2rzheVIOv9p4CADy9aDhCvF1QVqfFt0l5eG7dURtHd5aXixKf3jgeN02JabXdTSXHy1eMxIPfHkLa6WobRUdERESOwvqFrtQhSZLw7CXxiA9tXKX2clFif04lfN1UDtuC76NtWTAYJSRE+WDZpGjUaw04VlgNSQIeuGCQrcNrRS4T+M/CYRgS7IHHf0qFzmjEq1eNxobUIoyO8Ma9s9n/moiIiDrH5NqOCCEwZeDZ0oRPd2ajQWfA8FDPDs/JLavH7swyAECotwumdlDaYCvPXhqPuCB3jI/xBdA47nzhqFAcOlVpldZ7PXHluAgMCHTDoVNVkCQJt82IhbeLymFr3omIiMh6mFzbsQUjQ1Cj1iGykyT0cH4l/vXDYQDAjEEBdpNcHzpViTqNHpMH+uOWabGt9oV5uyDM28VGkZkmIcoXg4I8MOuVLXhl8UjMHBxo65CIiIjIATC5tmNjIn0wJtKn02NU8rNl8y0nHEqSZLOVVkmS8MTPqTicV4XzhwbhsflDO+zGYc88nJXY/NBMuDvxvwkRERGZhg802pG9WeU4nFfZaptaZ4AkSR2eo1Sc/Sus0+rx04F8xDyyDi//fsxSYXbpx/35OJxXBQDYeLQIF7221WGnHTKxJiIiou5g5mBHvt6bixBvZ4wM94ZWb8RV7+/CyeJafHLjOCRE+bZ7TsuV68N5Vbjvm4MAAGPH+bhF1Wv1zYl9XKA7Hl8wDMk5FQjx6l4ZiEZvwMniOpworkFGcS2OF9XgpikxmBDrZ4mwiYiIiMyCybUdOW9oIHxdVQAAIQAXpRzVaj1clB3/NTkrZXBWyiATArv+PRtv/n0CH23PgrGT1W5LWrklE4XVagDA4wuGYcagAMwYFNCtazz7axo+2ZkNwzmvEMZG+jC5JiIiIrvG5NqOLBgZ2vxxVYMOB09VAgBcO5lomBDli/Rn5jZ/PijIHVMG+iHaz/o1zgVVDfhgayYA9CipPsPbVdkmsQaAE8W1vYqPiIiIyNJYc22nnJVyvHT5SJw/NAgezqa/BrpqXCS+uGUirp0QacHo2uekkOOSMaGQCWB/TgW+3tuzkeFxQR7tbj9RVNOb8IiIiIgsjivXdsrdSYGFo0KxcFRo1wfbCV83FV64bCSWTYrGM7+mwa2HDwPGBbq3uz2juNamXVCIiIiIusLkmszizb9OwN1JgUvHhGFoiCe+vHViu8cZjBLkss6T4yg/NyRE+SDazw1xQe4YFOSOYE9n/JlWDI3e2O1plabck4iIiMgcWBZCvXaypBZv/nUCT/+ahpmvbMYnO7KgMxjbHPfkL0cw/X+bmidKdkQuE/jhjsn4vytHITmnAv/6/jDmvbkdkX4u3U6sc8rqcOFrW7q8J9mHM88ZEBEROSom19RrAwLc8dj8oZCJxgcxn1qbhh+S81ods/V4CT7dmY3yOm2nEyfPVVarQWmtFkBjWUh3NGgNuG1VMk6W1GHJh3vw0fasTnuGk+2NjvC2dQhERES9wuSaAABLP9qD59cfxd/pRahR67p9/o1TYrDu3mmYPMAPsf5uuGxseKv9iqayjNtnDEBoN0afDwhwbz6/Rq03+TxJkvDvHw8jvbDxIUiDUcIzv6bhvm8Ool5r+nWIiIiIukM40kpeYmKilJSUZOsw+pzjRTW48LWtzZ/fNCUG/1k4DB9uy0S1Wo/Lx4YhysTWfpIkoaxOC393pzb7dmeWYXSEd7dKO7JK62AwGhHl5wal3PTXgp/syMJTa9Pa3ff8pSNs0k2FiIiI+gYhRLIkSYnt7eMDjYQwbxesvC4BuzPL4OemwuUJ4TAYJby/NRPFNRq8+dcJbPvXLESYUM4hhGg3sQaAiT0YABPj3/1+3XuzyvHcuqPt7rtoeBCuGR/R7WuSZR3Oq4SvmwrhPqaXDBEREdkjJtcENycF5sQHY058cPO2LcdLUFyjAQCMDPdqlVifKKrpsBe1rRVVq3HnF/uhb2cIzYAAN7yyeBRb+dmhkeHetg6BiKjfKanRwM1JDlfV2XQwOacCBqOE8TG+NozMsbHmmtr14/6zDyReNias+ePcsnpc+PpW/JlWZIuwOqXVG3HH6mSU1mra7HN3UuC9pYnwcFbaIDIiIiL7c80Hu/FdUusGBMNCPJEQ5WOjiPoGrlxTu+bGh6CqQYfdmWW4ePTZ5PqLPTnwc1P1eLS5JT3zaxr251a2u++VxaMwsIPhNERERH2J0SjBIEldPqu06ubxcD9n4JuLqnstb6ktrlwTAGDNgTysTylo/nz6IH/cc95A7HvsfPi6qZq3e7ooccu0WKgU9vVP57ukU1i1O6fdfXfOHNCq5IWIiKgvO5RXiWve393lcSFeLnxH1wLYLYRQVqvBrFc2o1qtx9SB/njy4mHILq3HbauTsTghHC9ePtLWIXYqNb8Kl727E1p928E10+L88emN4zmhkYiIiMyms24h9rX8SDbxvw3HUN3UQ3p7RinmvrENuzPL8M3yiZg0oPsdPqypvE6L21Ylt5tYh3m74M2rxzCxJiIiIqthct3PHTpViW+TT7XapjNI+HB7Fu74Yj8CPZxtFFnXDEYJ9351APmVDW32OSlkeG9pAnxalLQQERERWRqT634u2MsZC0eGtruvpEaDFzekIzW/yspRmeaVP45he0Zpu/ueu3QE4sO8rBwRERER9XdMrvuIgqoG7M4s6/Z5QZ7OePOaMfh6+UQMCW7bu/rQqcaHImo1Z0eGl9dpAQAfbM3EY2tSoNEbeh54D21ILcC7m0+2u2/ZpChckRDe7j4iIiIiS2Jy3UfIZQIezj3vrDgx1g/r7p2GJxcOg+c517lz1sDmVj0bUgsx+/82o7RWg++ST+GLPbm464sD0Bva1jxbSkZxDR789lC7+xKifPD4/GFWi4WIiIioJSbXfUSghzOGh/auDEIuE7hhSgw2/XMmrkqMgBBArL8bbp4a03zMrCEBePOaMfB3d8Ly6QMgBLDxaBHu//YQjO1MRTS3GrUOy1clo07bdrU8wMMJ7ywZa3dtAomIiKj/4BAZasPP3QkvXTES10yIhN5gbJWsOinkmBbXOEDmioRwNOgMeOKnVKw9dBrOChn+d8VIi44XL6pWQ91OYq2QCbyzZCyCPO33AUwiIiLq+7jERx0aHeGNxGjfTo9ZOjEKj84bAgD4LjkPT61Ns2hMAwM9sPaeqZh8TovAJxYMw7guYiUiIiKyNCbX1GvLpw/AvbPjAACf7szGSxvSLXo/P3cnfH7TeNw2PRYAcNmYMCybFGXRexIRERGZgmUhZBYPXDAIDVo9PtiWhXc3n4SbSo67z4uz2P0UchkemTcUE2P9MDHWz6KlKERERESm4so1mc1j84fhuomRkMsE/k4vtso9Zw0JhItKbpV7EREREXWFK9dkVs8sisflY8MxMNDd1qEQERERWR2TazIrIQTGRPrYOgwiIiIim2BZCBERERGRmTC5JiIiIiIyEybXZlJVr8OG1AIYjRIMRgmSZPlphURERERkX1hzbSbVah0+3pGNx39KRWmtFu5OCmx5aCb83J1sHRoRERERWQmTazOJ8HXFh9cn4rukPPx0IB+eLopWY8P7E7XOgM3HSuDvrupywiMRERFRX8Lk2ow8nZW4eWoMbp4aY+tQbOrZdWlYvTsXFw4LYnJNRERE/Ur/XFoli9mQWojVu3MhBLCUI8mJiIion2Fy3Q3HCmtgMPJBRQAorlHj9yOFrbadrmzAwz8cBgAsnx6LaXEBtgiNiIiIyGaYXJvoVHk9rli502pjve2du5MCAwLcmj83GCXc9/VBVDXoMCrCG/+8cLANoyMiIiKyDSbXJtDqjbj7qwOYPSQQ5w8NtHU4dsFVpcDAQI/mz9/86wT2ZpfDw0mBt64eA6Wc/7SIiIio/+EDjSYorFLD01mBZy8dASGErcMxq7WHTuP+bw5CJhOQCwGZQOPHTZ8LISCXAevunQb/DtoK7sksw9ubMgAAz14aj0g/V2t+CURERER2g8m1CSL9XLHq5gm2DsMiNh0rht4oAV3Ukq89dBo3TmnbBaWqXof7vjkIg1HCFQnhWDQ6zFKhEhEREdk9Jtf93GPzhuKKhHAYjYBBkponTBqlxl+Gpu0LR4a0e76rkxyuKjniAt3x9KLhVo6eiIiIyL4wue7n/NydMLkXUySVchm+v30yXJ3kcFLIzRgZERERkeNhck295uOmsnUIRERERHaBLR2IiIiIiMzEpORaCJEthEgRQhwUQiS1s18IId4UQmQIIQ4LIcY2bY8SQuxvOu+IEOL2FuckNF0zo+ncvtWGw06V1GhQXK1GRZ0WNWodjByKQ0RERGQ23SkLmSVJUmkH++YCiGv6NQHAu02/FwCYJEmSRgjhDiBVCPGLJEmnm465FcAeAOsBzAHwW8++DDrXgdwKVNRrYTACAwPdEePfOPDlls/24VBeVfNxX946AZMH+NsqTCIiIqI+xVw114sAfC5JkgRgtxDCWwgRIklSQYtjnNC0Ui6ECAHgKUnS7qbPPwdwCZhcm80H2zJxqrweKfnVePCCQbhndhwA4JIxYRgX7QudwQidUUKol4uNIyUiIiLqO0xNriUAfwghJADvSZL0/jn7wwCcavF5XtO2AiFEBIB1AAYCeEiSpNNCiMSmY849nszEaARclHLE+LvBWXm2+ufGKTH4M60IFwwLsmF0RERERH2TqQ80TpUkaSwayz/uEkJMN/UGkiSdkiRpJBqT6+uFEN3K6oQQy4UQSUKIpJKSku6c6hDKajXIr2yAVm8063WNkoS92RXIKq2D1nC2rlqSJDy//qhZ70VEREREjUxauZYkKb/p92IhxBoA4wFsbXFIPoCIFp+HN21reY3TQohUANMA7Gg6psPjW5z3PoD3ASAxMbHPPX33n5+PYF1KAb5ZPhETYv3a7H/g24NIyq5ApK8rVt9ydkrk/twKFFdrGseVCwGZDBAQEE2fl9Zqmo89VV6PPZllkMkEskrrkF1ah4+2Z2FMpDeGh3qyPzURERGRmXSZXAsh3ADIJEmqafr4QgBPn3PYLwDuFkJ8jcYHGaskSSoQQoQDKJMkqUEI4QNgKoDXmvZVCyEmovGBxmUA3jLj1+UwFo4KwaAgD0T4urbaviG1EGqdAXnlDcgtr4dC3rqZysrNJ/FHWpFJ9/h63yl8ve9Uq23P/JoGANj9yGwEezG5JiIiIjIHU1augwCsaeqUpwDwpSRJG8601ZMkaSUau33MA5ABoB7AjU3nDgXwf0212gLAK5IkpTTtuxPApwBc0PggY798mHFOfAjmxLfdnpxTjqoGHbQGAwBAIWudXJurgx4bIBIRERGZT5fJtSRJmQBGtbN9ZYuPJQB3tXPMnwBGdnDdJADtpJX9h8Eo4ePtWRACEEJAAPB0UeKKhHA8Nn8YAODK93YBaCz1aKnxj7z3mFwTERERmQ/Hn9uQVm/Ec+c8XBjh64IrEs6Wo7997RiotUbIzykLMVfx+blJOxERERH1HJNrE+3MKMWxohoYjBKGh3ph0oC2Dx92l9ROinxushvo4dzuuUYzrVwzuSYiIiIyHybXJvrl0OnmhwJvmBxtluS6vbppU1Ndc9Vcy5hbExEREZmNqX2u+z1ZiyzUXKvG7dVNm7qSbLaaa5PTeSIiIiLqCpNrE7Vc4TVXct3u6rOJua6ZQoDgvwAiIiIis2FqZSJ5ixVlg5mGKfZm5dpcCf7c17fheFGNWa5F9mdfdjmM5qohIiIioi4xuTZRtL8bxkf7YmKsL2L93cxyzfbyY1NroM2VXFti9DrZh50Zpbj6/d244dN9qKjT2jocIiKifoEPNJroxikxuHFKjFmvKZMJDAn2gCQ1JssSgMhzJjV2xFyLkT/cMQlxQe7muRjZjYKqBtzz1QEYjBK2Hi/Bgre2493rxmJkuLetQyMiIurTmFzbkJeLEhvum96jc831QGOEjyucFBx/3pdo9Ubc+cV+lLVYrc6vbMAVK3fhyYXDce2ESBtGR0RE1LexLMSG6jR6rNiU0aNzzfVAI5uF9D3PrkvDgdzKNtu1eiMeXZOCf353CGqdwfqBERER9QNMrm3IzUmBu2YN7NG5HCJD7VlzIA+f78rp9JifDuQjraDaShERERH1L0yuHZT5hsgwue4r0gur8eiPqV0e9/CcIRgb6WOFiIiIiPof1lw7KPMNkena6coGqHUGyISAXCYgBCCXCcjEmV+Nq/AanRFerkqzxEXdU63W4fZVyWgwodxDIecLKiIiIkthcu2gzFVyLeui99+P+/Pw1t8ZyCqt6/Q4T2cFhBD484HpCPRwNlN0ZApJkvDgt4eQXVZv0vEv/paO2UOCEOlnWmcaIiIiMh2Tawf17nUJ0OgMMEqNyZUE4Ll1RzE+xhfjY3yb2/sZJQlF1Wo89N3hps8bz4/2c8VdswbCRdl5p5Cv9uZ2mVgDQLVaj7nxwUysbeDdLSfxZ1qRycc/syieiTURUS9p9AZsPV4KT2cFAjycEBvgjsp6LU5XqhHm7dLqndyUvCqk5Fchys8Vkb6uCPN26XJxixwXk2sHFebt0mbbZzeN7/D4S8eEAwDmv7kNDToDhod6YXFiBABg87FiHC2ogVyGVqUecplAcY3G5Jj83Z26+VVQb+3MKMX//XHc5OOvHheBK8dFWDAiIqL+oU5jwKc7s1DVoEOIlws+WJaIzcdKcN83BwEA7k4KhHg54/1liQj3cUG1WoecsnpsPVGCgko1DJIEAcDPTYVIPzdMjPXF8FAvm35NZB5MrvuZdfdOa7NtQ2ohvt53qtfXlvNVuFW1HBRjihFhXnhq0XAAwPGiGoR5u8DNid8CiIh6wtdNhS9umdhqm1Iuw5BgD5yubEC1Wo8TxbVwd1LAx02FKQP9MaWdBmFltRrklNdDIWOPib6CP1n7uZ0ZpTh4qtIs12LjEetpb1BMZ7xdlXhnydjmgUF7ssoxJsIb8WFcJSEiMpf5I0Mwf2QIAKBWo0dBZQP83VWdnuPn7gQ/vvPbpzC57ueSciqQXlhjlmvJmV1bzTO/tj8opj0yAbx+1WhE+J6ts146McpCkRER9T/ZpXUI9XaBSnF29dndSYG4II9uX2t9SgH2ZpVjTKQ3xkT48BkZB8Tkup8z1zAaoOvOI2Qeaw7kYdXuzgfFtHTv7DjMHBxowYiIiPq3NQfyce/sOLNca96IEIyO8MbBU5VYtTsbp8oboFLIsHx6LDKKaxHu44K4QA+2vrVjTK77OaO5ptGAA2mswdRBMWfMGhyAf5jpGz4REbXv/gsGmfV6od4uCPV2wbwRjSUmBqOEWo0eGr0BeRUNcFLIMcKVZX32isl1Pzcs1BOhXs44XaXu9bW4cG1ZpgyKkcsEfFyVKK3VIsLXBa9fNQaCL3qIyIySc8rx+sYTWHXzBFuH0m/IZQJeLkokRPkioUVV3zO/puFwXiU8nJXwcFbgqsQITB7ob7tACQDHn/d7c+JDMCzU0yzXOrNynXa6GttOlJjlmtRIkiQ88E3Xg2L+ddFgrP/HNEyL88e7SxI6fNvwjY0nkJpfZYlQiaiPi/Jzw/LpsbYOgwAcLajGvuwK/J1ejJ8PnkZeZYOtQyJw5ZoAk1u5deWDbZlYvScHHs4KXD0uEtPiAsxyXQLe2XwSG492PihmzvBg3DZjAAB0uaJ087SYLgcIERG1x9/did/f7USNWt/qc09npnX2gH8LBHOVXWv0Rmj0Rlw8KhR3zWqnmaeDqlbr8OiPKZgbH4JQb2d4uSgRG+ButfvvyCjFq392Pigm1t8NLy8eafI13dnfmojI4X18wzhUNWhRrdajRq3HcDO9E029w5+wZLaOIVMG+iExyhdDQ/rWf+4/jhTh18MF+PVwQfO2oSGeWDAyBAtGhiDKz81i9y6oasC9XQyKcVXJsXJpAjyc+eQ4EVF/EuDhhAAP9si2N0yuySzJdaSvK566OB4DA623omst6w6fbrPtaEE1jhZU4+Xfj+GhiwZbZKVeqzfijtVdD4p58fKRGNSDXqpERERkfkyuCQ9cMAhLJ2phlCQYJQkGowRJaqzFNkpNHzftMxolGFvsa/zVOAa2LybWVfU6bM8o7fSYxCgfi9z7mV/TupyeecPkaFw8KtQi9yciIqLuY3JNSIjytXUIduv3I4XQGTpf2X9xQzoWjAzF/BEhCPZyNst9f9zf9aCYhCgfPDZ/qFnuR0RERObB5JqoE2vbKQk514HcShzIrcSz69KQGOWDBSNDMXdEMAI9epZoHy2oxqNrUjo9xt/dCe8sGQulnN00iYiI7Al/MlMr+ZUNOF3ZgMp6LXQGo63DaeOPI4UordW0uy+3ix7Q3VVep8Wuk2UmHy9JwL7sCvz3lyOY+PxfuPr9XUgvrO7WPavVOtyxOhlqXcd/9gqZwNvXjkGQp3lWyYmI7F1ehXm/vxNZEleuqZV7vtyP/bmVAIA7Zw7Av+YMsW1ALZTVanDnF/vh4azAnkfPh0px9rWhWmfAvDe3YWKsLz68fpxZ7rchtRD6c7p03DlzAGo1epTUaBDk6Yz1KQUormmb7BslYG9WOXxcVSbfz+RBMXMGY2Ksn8nXJSJydHuzyhHu42rrMIhMwuSaWqnXnh2t7WZnvZDXNyW7FfU6THzhL8wfEYJLxoQiIcoXf6QVoVajx7ho89WPT4vzxwMXDMKvh0/jeFEtnBQy3DlrYKse0f9ZMAz7ssvx6+EC/JZagNLas509EqN8u7W6bMqgmLnxwVg+fUD3v5geevn3xnryvtZekYgcy2Vjw20dApHJ7Ct7Ipur056d9uSqsq8JfmsPna1/Lq/TYtXuHKzanYNIX1coZAIyAVw82nydMyJ8XXHv7DjcOzsOx4tqcLSgus3wFZlMYEKsHybE+uHJi4djT2YZ1h4uwO9HCrFgVIjJ9zJpUEyAG15ePKpHX0tPfLojCys2ncTH27Px8uKRWDCSXUmIiIi6wuSaWmlosXJtb8n1teMj4aaSY3tGaasOHrnljWUUk2L9EOLlYpF7Dwry6LKXtFwmMHmgPyYP9Mczi4a3KSnpyOlK0wbFvHddgtUmK+7OLMOz644CABp0Btz95QGk5Ffh4YuGQCYTVomBiIjIEfGBRmqlTtMyubav116XjAnDJzeOx95Hz8fzl47A+BhfCNFyv/2srCrkMjgru35xotUbcccXpg2KibPSoJj8ygbc9cX+Ni8O3tuSiRs/3Yeqeh0AoEatw5IPdyMlr8oqcRERETkCJtfUzGiU0KBrWXNtXyvXZ/i4qXDthEh8e9skbH/4PPxrzmCMCPPC3BGml2HYi6d/PYJDXQyKGR7qiXnxwVaJR60z4LZVSR0m+1uOl2Dpx3tgNEp44NtD2JFRhsXv7cSvJrQsJCIi6g+YXFOzlok1YH8r12W1GvyWUgCN/mycYd4uuHPmQKy9Zyo8nZU2jK77ftyfh9W7c7s87sjpavx80DrJ62NrUpGa33n7wOsmRGHFpgz8mdb48KVaZ8Q9Xx3Aa38ehySZVgpDRETUV9lX9kQ21fJhRsD+aq5/PngaT/+aBg9nBeYMD8ZNU2MctouFKYNizjh/aBAuGxtm4YgaXTomDBuPFqGqQdfhMf/7/RjK61q3H5Qk4I2/TiCjuBavLB4FFzv7t0NERGQtTK77kSUf7oaAgKtKDjcnBVxUcrip5HBVKeCqkkOjbz24JL+iAe5OiuZjXZVyKGw4EVAuEwjydEJRtQbfJefhwuHBZkuuv9iTg5PFdVDIBeQygdtnDICXi2VWwk0ZFHNGtJ8rXr1qFISwzkOEU+P88fNdU3DL50nIKK5t95iOhvgAwLqUAuSU1+HDZePMNgqeiIjIkQhHehs3MTFRSkpKsnUYDkmSJAx4dD1MbGDRISeFDF8tn4ixkT7mCaybjEYJuzLLsD6lAP9dOLzVIJmeyiypxUPfHUZybgUAYGKsL95ZkgBfN9MHwJhKkiTc+nlyl/2sAcBFKcePd062yep8jVqHf3x9EH+nF/fo/EAPJ7y/LBGjI7zNGxgREZEdEEIkS5KU2N4+1lz3Exq90aTuFaZcx8kMCW1PyWQCUwb647lLR5glsQaA2AB3LJkYibtnDcTtMwZg5XWWSawB0wbFnPHcpfE2K3vxcFbiw2WJuG1GbI/OL67R4Kr3duHng/lmjoyIiMi+sSykn3BWypH29BwYjRLUegPqNAbUa/Wo1zb+3vh508daAxqat505xoA6jR4NOkO3Rno7CmtM/9p+ohT/98exTo8RorF+eenEKJtPJJPJBB64YBA2pBYip4uR7O3R6I34x9cHoZLLHLKTCxERUU8wue5nZDLRVGOtAOBk63D6jdOVDbj36wOdluW4quT48taJ2JRejLtmDbRecJ14am1ajxLrM0aFe+G8oYEAAL3BCKMEs73jQEREfZNaZzDLu+22wuSayMLODIop72JQzEuXj8ToCG+7qVNecyAPX+7pulVgZzycldDqjXBSyFFQpYYkAZF+rmaKkIiI+orKei3WHjqNYC8XfJt0Ch8sa7ec2SEwuSayMFMGxdw4JRoLR9nPhMljhTV49MfUXl9ne0YpLn93Jz66fhwifJlUExFR+zyclbh4dBjcVHLMHhJo63B6he/PElmQKYNixkX74NF5Q60UUVt7s8pbfV6r0eOOL5LbDBXqqeNFtbhkxQ4kZTfeJ7u0DmozXZuIOlZaq0FRtbrN9vUpBVixKaPVQC4iW5PLBLxclFDIZZDJrNN+1lKYXBNZyKny+i4HxQR4OGHFtWOhtFH/8C/25ODK93bhqbVHoDc09t1++PvDyCypM+t9yuq0uPbDPVhzIA/5lQ0wGI3Yk1lm1nsQUWt7s8qx5VhJm+2xAW4YEeYFuZX65xP1NywL6edu/GQv8isb4KKUw1kph6tKDheVHC5KBVxUMrgo5XBRKRp/V8rgqlLAWSWHS9OxzsqzH7s0/fJwUlht6Ik9i/B1xT8vHIwXf0uHvp0nGeUygbeuGYNAT9sMW0kvrMZTa9MAAJ/syMaxwhpMiPHDupQCi9xPqzfi/m8O4e5ZA7E+pQBF1WpMiPWzyL2IqGNDgj0xJNjWURD1XUyu+7ms0jpk96IbRHvSn5nj0E/5mtMt02JRr9Hjs105KDvngUZXlRwHT1Vioo0STDeVAsYWSf/Ok2XYedLyq8lvb8pAXKA71tw1xeL3IurPXFVyONCcOKI+g8l1P1evNX/NnS2HzNijZZOjcaK4FpmldThyuhoAcNnYMDwyd6jNao/1BiMe+PZguyvqlubtqsSH1yfC3YnffogsaeZgx34ojMhR8adbP2euh9bOcFHKWRJyDm9XFd64egwatHr8358nsCuzDM9fOsKmq/sv/JaOfdkVVr+vQibwzrVjEeXnZvV7ExERWQOXGPu5BjOvXLuqLJMwZhTXYNGKHWaP11pkMgE3ZyX+s3AYfrxjsk0T6y3HS/DR9iyb3PuJBcMweaC/Te5NRERkDVy57sd0BqPZywIslTQuX5WMzJI6nCiuwchwb7Nc8+CpSuw6WQaFTEDe9GtQkAcmDbBsDbRLN16APL02Df9ZOMys958U64dlk6Lw+a4cs163K9eMj8T1k6Otek8iInJ8e7PKYZQkmz2j1F1Mrvsxc5eEAN1LHK3NaJSQWVqLYC8XuDspsDuzDC9tSG91zFWJERZPrrvj9pmxZr+mSiHD04viMSbSG//+IQUavdHs9zjX+BhfPL1ouMXvQ0REfc/3yaew82QZtj98nq1DMQmT637Mw0mB9Gfm4O4vD2Dj0aJunz8k2APjY3zRoDWgQWeAWmdAsJdt2sqZok6rx5zXt+Hta8diTnwwDO21x5PbV714oIfl/jxDvVza/TMwt3AfF6y8LsFmvbyJqNGW4yWo0+gxb0SIrUMh6pb/XTHK1iF0C5PrfkwIAWelHHpjz1YuJw/wN3vJgiV5OCtx4D8XwMNZCQDtJ9d9/GHMOo0ebk4KFFercfdXByzeLcRVJccHyxLh66ay6H2IqGszBgV0eczrG4/DYJQwc3AgEqJ8rBAVUd/D5LqfefKXI0jJr2oaDtM4AOZMe7juclFZbiXSaJQw+9UtePPqMRgR7mW26z747SG8vywRADoc7NJX6A1G7Mkqx5SmBwjrtXpc+s4OjIv2xYmiWpTUaCx6fyGAV68cjaEhnha9DxGZz1t/Z8BglODtqmJyTdRDTK77mWOFNUjOMU8Ltq3HS1GnOYKbp8YgwtfVLNc8QyYTuO/8OIR6ty6LEOhd8nv+0KDmj43tJNeKPpRcv7QhHR9sy8LtMwbgoYsG4+EfUnC8qBbHi2qtcv/7Zg/CnHiOgSOypcIqNe775gCuTIzAoCAPxId1vlgRH+YFo1GCvzvfbSLqKSbX/Uy9GR9iTMmvQkp+Fa5ICEeE2a561qLRYWc/MVP1gqHFuLK+vHK9IbUQH2xrbLe3cstJbEgtMPskzs7MHxGCe2cPtNr9iKh9eqMRuzPLsTuzHPNHhGDFkrGdHv8zJ6cS9RqfMOpn1BboE+1Io86vGR/Z/LGhnVrzvpBc55bV46HvD7XaZs3EenioJ15ZPIrDhIjsgKrFxNwtx0uw6VixDaMh6h+4ct3P1Ov0Zr+mPbff64yhnec4+0Jy7euuwpQB/thwpNDq9/Z3d8IHyxId9t8EUV/jJG/8v3jf+XHwc1MhhtNRiSyOyXU/06A1f09jVwdauW7pqnERmBDrC4NRgt4owWA0YnCQ4z985+6kwLvXjcVrG0/gzb9OWO2+KrkM7y0di1BvF6vdk4g65+okx/8uH4mFo0L5opfISphc9zNqBx0c878rRqJea0BMgPlWXQYHe2BwsIfZrmdPhBDILLHOg4tnPHtJPBKifK16TyLqnFIuw5Xjev5UzD++PoDnLx0BNyemC0Sm4v+Wfub3+6ejQatHg9aIeq0eDTpD8xCYem3jIJgGrQH1Z7Y37Wt5XG55PXxclVDrjFDrDHBSWL50PzHaPEmb3mCEXCb6RT1wtL8blHIBncHyg2JumhLTqx/gXUkvrEaMvxucFFx5I7KmN64eY+sQiBwOk+t+JswMb9m/tCEdhVVqDArywB0zB5ghKuu544v9+DOtCCq5DCqFDEq5gErR+PFv/5gO9z6yOmM0StifU4GlE6Pw+a4ciw6LmRbnj8fmD7XY9XUGIx7+/jAWJ0bguolRFrsPERGRObBbCHVbg9aANQfysfV4ia1D6TatvrHmXGswolajR0W9DkXVGpwqb+hTPa5lMoHPbxoPhUxYNLGO9XfD29eOteiDoC/+lo47Zw3AkgmRXR9MRERkY31jmY6s6sYp0bhwWBBcHXCV189NhTBvF2gNRmj1Tb8MRhiMElTyvvVac+3h03i/qde1JXg4K/DB9YnwclGa7ZqZJbUI8HCCh7MSOzNKUVDVAG8XJS4aHmK2exAR9QU6gxFyISBrWtzYnVkGD2cFhoe2HhSUUVyLarUOYyM5cdNaHC87IpuL8nNDlIO2c3r1qtHtbjcYpeZvUH3FiDBvRPq6Irfc/D2uZQJ465oxGBDgbrZrVtXrcP0ne/Gvi4Zgbnwwnlx7BIEezlh5XftDL4x98O+MiMhUOzJKkRjt21zOODHWr93jgr2c4evGiZvW1LeW6oh6qC/0tz7XwEB3/HTXFCRGmX+14pG5QzFzcKBZr5mUU45ZgwOxcFQo/kovxvGiWuzKLEN6YU2bY7/am4tbPk9CtVpn1hiIiBzFzMGBJj0n5O6kYHJtZUyuifowXzcVvrh1Ai4ZHWq2a14+Nhy3To812/UAYGdGKWYNDsSTC4fjeFENHvy2ccLko/OGtukUszerHP/5ORV/pxfj0hU7kFVaZ9ZYiIiIeoPJNVEf56SQ4/Wrx+C+8+Mglwk8Nm8oAjycenStsZHeeP6yeDNHCIR6u0AmE/hiTw4WvLkdWr0Ri0aH4qYp0a2Oy6uoxx2rk5vbC54sqcOit7dj2wnHe7iWiKgnPtyWaesQqAtCkizfA9dcEhMTpaSkJFuHQWR2lfVayGUCHs7meziwPSdLajEgwB2nKxtw6+dJyK9sgFpngFrX9eTOEC9n/Hz3FAR6OFssvlqNHo/+mILrJ0dhRJg3VE091I1GCQdOVeDxn47gaEF1m/NkAnh8/jDcOCW6X/QwJyIi2xJCJEuSlNjuPibXRLb36h/HsHJrJqbH+WNufAjOHxZk1i4c7WnQGnCqoh71WgNu/TwJJTWaDo91Vsrw3W2TMSLcq8NjLMlolPDaxuN46++MTo9bnBCOZy+N57AZIiKyqM6Sa5aFENmB31ILodUbsfFoMR787hASn/0TN3yyF9/sy0V5ndYi93RRyTEoyAOjI7zxxtWjMTio484fL18xymaJNdDYt/vBCwdjxbVj4aLsOHH+LjkP13+8F0YL9vYmx3Smxz1RX6AzGLFiU+eLDY6mvXclHRWTayIryi6tw6xXNmNnRmnzthNFNThRXNvqOJ1BwuZjJXj4hxSMe24jrvtwDzalF0OtM1gkrru/PICbp8Vi1uCAtvtmDcTCUeZ7ILI35o8Mwfd3TOp00uhlY8LZoo9aUesM+C21wNZhEJmNUi7DLdNibB2G2Ww9XoJ5b27DmgN5tg7FLJhcE1lRqLcLHps3FJF+rjAaJVQ16PBbamGn5xiMEirqtXjwu0PN24qr1UjJq0JqfhXmvL4VtRp9r+La+MAMLE4Ix4fXj8MNk6Obt184LAgPXjioV9c2t+GhXvjl7imYEOPbZt8Nk6Nx5bgIvPDbURw6VWn94MjuFFQ1oKBKjUWjw2wdCpFZtSx/+2JPjsUWX6xhdKQ3bp4Sgzl9ZGAYk2siC9AZjKjXtk14VQoZYgPcEO7jihPFNdiUXoz1KV2vqM0fGYJND86Ec1NJxLqUAix8ezsWvLUdRdVq7M0sw0sb0nscr6+bCkIIyGUCT148HJeNCcOQYA+8dtVou3xA0M/dCatvmYBlk6Kat00d6I/H5w/FZzuz8d6WzOa3TJOyy+FIz5aQeYV4uSDG3zGHXhGZanFCRPPPBwCt3h11BJ7OSjy+YBhcVH3jeRkm10QW8GdaEdYeOt3uvjPN/DV6I0ZFeLc7JOVcc+ND4OV69gHHlmUkg4M9cN7QINw6zTy9pw/kVmBXZhk+WJYINzseca+Uy/D0oni8cNkIqBQyvH71aOzPrcSz69IQ5eeKl68YhQ2phbhi5S7c+/VBNGgdd1WHiKgzZzornaGQM72zJf7pE50jOaccSdnlvbrGzwfzcdHw4Hb3ebs2Jtcjw71NqgMdEuzRZuXtRNHZhLy4WoN3N5/EoVOVqOtleQjQ+KDjG1ePQYSva6+vda4GrQE3f7oP6YXme3DlmvGR+OXuKdAbJNz5xX4o5TK8tzQBBdUNeODbgwCAtYdOY/F7O3G6ssFs9yUislfj2ymbI+ux32Up6rcq67X4/UghlHIZgr2cMXmAv8XuVavRw00lb1X6kBDV+29K80aEoEatb06kO/JbSuf11meu1ZIkSThedHblOrO0rrkkZMtDM3u92jwk2LNX53emRq2DQZLgaeZ+3rH+7rjyvV0ordXgrWvGINDDGRe/vR31LVarU/OrcfHbO/De0gQkWGAkPBEREcCVa7JDBVVqPPxDSodlFeb03LqjOF2lNvt1F40O63Ll91R5PVLyq7q81tz41ivgpbVaVDXo2hznrJQh3Mf8q83mkJpfhcySWgR6OuPTG8cjtJNuHz1hMEoI83bB8umx8HVT4ZIVO5BX0XaVurRWg2ve343vkk6Z9f5ERERncOWa7I6saRXZRSW36Ko1AJw/NBCFVepOW7tZyoYuuoQAwMBAd8QFebTa1rIkBADeWTIWkb6uKKpWQ24nLeiyS+vwn1+O4OUrRgIAbvp0H9Q6A96+diymD2rb7q+3XFRyrFgytrm/9SVjwvDmXyfaPVZrMOKh7w8jvbAGj8wdwtpEIiIyK/5UIbtTVtc4KdAaDR5mDw2yWYnAehPqrefFt63bbvkw4/lDA5EY7YP4MC/MHhpk1vh6qkatw62fJ2Hr8RIseGs7nvgpFcU1GlSr9bjhk734eHuWxbp3yGQCMpnAAxcMwjtLOh8489nObJMeJiUiIuoOJtdkdz7dkQ0AmBjrZ9tAWtAbjPg7vchs11PrDCZ1r5gT37bn5/EWK9dLJ0Uj0MPZbHH1ltEo4b6vDza/ACip0WDTseLmFzBGCXjht6PIKq2zeCzzRoTgxzsnI9yn/Xcl/nvxcMSH2W7qJBER9U1MrsluTYuzbElId2w5XoKv97au003OKcf3yXmoqm9b/9wVZ6UcG+6bjo0PzMDy6a1b6A0P9cSEGF/EBrhhaIhHm3NHRXhjzvBgxAa4YVAnI8tt4ZU/juGv9OJW23QGCck5FZgQ4wshgOcuGYHYAOvEPTTEE7/cPRWTznmhtmRCJJZOjOrgLCIiop5jzTXZLXsZXlKv1SPcxxX3zo4D0NjN5OPtWfhkRzZqNHoo5QKTBvhjbnwwLh8b3qbfaGcGBrrj3tlxiPF3w2+phVgwMgQDAtyQEOULjd7Q7p+BXAisXJpgtq/PXHQGI5JyKjrcvyerHOOifTBnRPstCi3F102Fz28ej2d/TcNnu3IwPtoX/1043KoxEBH1Z/uyy1FUrcaCkaG2DsUqmFyTzX22MxsHchuTMlsn1KW1Gryz6ST+s3BY87btJ0oR5eeG+DAv1Gv1+GBrJlZsPtm8X2eQsPV4CY4WVOOqxIhu39PdSYFrxkfimvGRrba3HG3b0uUJ4d2+hzUo5TJ8ccsE/PeXI/hyT267x5TUaJofOrQmpVyGpxbFY2iIJzycld16AURERL1zOK8KxUyuiaxnb3Y51h1u+3CfLdJsf3cnPHTR4FbbLmwxDObXQwV4f1smRoR5wVkpw/GiGlQ1NA5uOX9oIGRm6tahMxih1hlglAAnhazVWFt7ppTL8PylIzA02ANPrU2DvkUi7e6kwAfLErvs/W1JV4+P5Ch0IjP7PjkPSrnAotFhtg6F7MjKLSdx/tBADAz0wM1TY2wdjlVx+Ybs1r5eTknsKRdVx4ns+tQC6AwSUvKrIIRArcaA4aGeGBftg/25lVjw1jas2JSBkyW1HV7DFB9sy8SIJ//AqKf+wAvrjwJoHB6jNxh7dV1L0xuMeHfzSVw3MQqrbp7QPOpdJoDXrxrdpq2gLdj63RGivuaKhHAm1tTG0BDPDt+B7euYXJPNdZTq7DpZZpX7V6t1OGZCS7aqeh12ZJQ2f15Wq4HBKOHI6Wrsy67AscIapOZX4+Xfj2H2/23Bha9tQaoJQ2LaI2uRAJ5Z/H1pwzEMfOw3JHdS12xrCrkMCVE+EEJg0gA//HzXFAwJ9sCDFw7G+cPso1UgERFZ3oxBAV0OU+urmFyTzb10+UiMifDC4ScvbNU2zVorjHqDhMLqrqc0bjxaBJ2hMdMN83bBxFhf+Ls7dXj8yZK6Hg+nUcgEFDIBlULWPBjGURZcx8ecHR8f4euKn+6agrtmDbRhRERERNbDmmuyOTcnBT64fhw8nZWI8nPFsklReH59OqobtNiYVmTxFU9fNxVmDApAvVYPV1Xjf4nvk/MwJz4Y7k5n/4v81mLoy0XDg/GfhcPw9CIJ+3Mr8FtKIX4/Uoj8yrMjtyfF+sHHrWf1xbdMi8Ut02I72OtYNcOOUi9ORERkDkyuyeK2Hi9BsJczBnVSb3tmBfj+8wchNsAdw0K8IASaa3YtTWcw4pMd2bhr1kBIkgRPZwXcnRQoqlbD21UJrd6IrcfPloRkl9Vh6/ESTBrgh3HRvhgX7YsnFgxFSn4VfkstxIbUQsxpZ7pibzjIwnUztc6Av9OLMW9E20E4RETUN32bdAoXjwrt1wsrTK7J4n45dBrjon06Ta7PSIxuLCmYauUBMkq5rLl0oUajR522sQNISY0GXi5K/J1eDG2Lhwn/Ti/G3+nF8HZV4sJhQZg3IgSTB/hjZLg3RoZ7418XDYalOs45SrOLx39KxffJeVgyIRLPXTqiw+PUOkOX34SzSusQ4uXcr79ZExHZu58P5uNf3x/Gys0n8cJlIzDBjiYtWxNrrsniXlk8CleNi+z6QDvh6azEpWMae0nHh3nBWSnH+pS2rQIBoLJeh2+T8nDDJ/uQ+OyfePDbQ/g7vQhag7G5VtpcHKXmGgA2pBaguKmOPbSTuvMjp6tw6Ts7W5XTtH+9Qlz53i4UVHV+HBER2UZ5nRZPrU0DAGSW1uHqD3Zj24kSG0dlG0yuic5R1aBDVcPZkeZ1Gj02Hzv7DeLReUNwzfiINiUr1Wo9ftifh5s+TULiMxtx/zcH8WdaEdQ6Q7fuX1ilxpt/ncCp8vp29zvCwrWHsxLLpw/AB8sScefMAR0e56SQIb2wGh9vz2p3f05ZHbLL6rBqVzYO51Vh4Vs7Om3R+NOBfBw53bMOLURE1HMyAUxv8a7zyDAvTB5g3Xeh7YVwpIEKiYmJUlJSkq3DoD7uw22ZeGlDOqYO9MfcESHQGYx4bE0qACDQwwm7HpkNuUxAbzBib1Y51qUU4PcjhSit1bZ7PTeVHLOHBmHeiGDMGhLYYd/PWo0eGp0Bh/OrcOMn+/DFLRMwZeDZb0xltRqU12kR4evap8oj/kwrwoxBAVApZJAkqVWXmL+OFuGtv07gYN7ZhFkpF3jy4uFYMiGqzbUueHUL/jVnCC5g2z8iIpvYdKwYT/5yBCuvS8DQEE9bh2MxQohkSZIS29vHmmuiFp75NQ3JORXQGSRsOlaCTcdav6U1b0RIc7mHQi7D5IH+mDzQH08vise+7HKsTynAb6mFKKnRNJ9TpzXgl0OnseFIIfY/cQGcOvhf9/z6o63Ghp9bBeLn7gS/Tlr/OaqWifATP6fisXnDmgf5/J1e3CqxBhrHzT+2JhVHTlfjqYuHQylvfAOuVqPHyZJajIrwsl7wRETUyqzBgZj+YIDZSyMdCZNrshtavRGnKxsglwnImvo8y4SAXCYgFwJerkqLx+DtqsTBU5Ud7j9vSGC72+UygYmxfpgY64f/LhyO5JwKrE8pwIbUwuYe2jMGBbRq7XeuNm8i9fHvS9VqHXafLGs1Xv7ZS84++JhXUY+fDuR3eP6Xe3JxoqgG716XAH93JxzOq0SwpzMCPZwtGjcREXWuPyfWAJNrsiMnimsw/83tHe7PfnG+xWNw6aLc4ubP9mHqQH/MGxGCC4YFwdu1batAuUxgfIwvxsf4IiHKB/d8dQAAMG9EV635WmfXog9n10ajhHu/OoDNx0pwx8wBeOjCwZCd88043McVP945BctXJSGnrP36833ZFVj41na8vzQR1Q16zB7KchAiIrItkx5oFEJkCyFShBAHhRBtip5FozeFEBlCiMNCiLFN20cLIXYJIY40bb+qxTnnCSH2CyFShRCfCSGY6PdzRmPH+6z1KjivogGd3epMuchD3x9G4rMbsezjvfhmXy7K69qvtz4zeEYll3WZ+J27cu1I3UG6a1dmGbYcbyy5+f1IIeo7eOhzcLAHfrlrKqZ10poxLtAdMhkwJz4Yz1wSb5F4iYiocx9uy8ShTt757U+60y1kliRJozso3p4LIK7p13IA7zZtrwewTJKk4QDmAHhdCOEthJAB+AzA1ZIkxQPIAXB9T78I6hv0nWTXcitlmk9ePBx7Hj0fz10ajwktxngDjSUjLemNErYeL8HDP6Rg3HMbcd2He/DlnlyU1jbWW9dr9fg7vRgAMC3OH57O3Str6cO5NaYM9MfK6xIQ4uWMD5cldlou4+WqxKc3jset02La7JsR548QLxeTeqgTEZHlaPTmb0HrqMy1WrwIwOdSY+uR3U0JdIgkScfPHCBJ0mkhRDGAAABKANoW+/8E8AiAj8wUDzkgYyeda2RWbBoZ4OGEJROiEOjhjD1ZjW3fAj2cUFyjwYIRIfD3cGpVSw0ABqOE7Rml2J5Risd/SsGEGD9E+blCrWt8wTDXhCmFbVeu+/Y3qYuGB2Pm4IAOu6e0JJcJPDZ/GIaFeuLfP6RAozci2s8VCrkML14+os//WRER2bszg9jI9JVrCcAfQohkIcTydvaHATjV4vO8pm3NhBDjAagAnARQCkAhhDizCn4FgIjuBE59j6GTshCN3ognfzlivWAA/NZicEy0vxsA4NeUAmw9UYLFieF4Z8lY3Dw1BqFerR+gM0qNZQ9f72v8L6GUC1xgQi2wdG7NdT/IF01JrFu6dEw4vr99MuIC3TFneDDeW5rAxJqIyIoq6rS49fMkPLcuzdah2C1Tk+upkiSNRWP5x11CiOnduYkQIgTAKgA3SpJkbFrhvhrAa0KIvQBqALRbdCmEWC6ESBJCJJWU9M9JP/2FoZN54ZIE1Kj1VotFozfgz6NFzZ8rW7zVlVlSh7f+zoBcJvDEgmHY/vB5WHPnZNw6LQZh7UwjnDLQ36ROJ21Wrnsefp82ItwLf9w/HUsmRkEh5xwsIiJrcndWYFN6MbZnlAFobIO67OO9KKxSd3Fm/2FSWYgkSflNvxcLIdYAGA9ga4tD8tF65Tm8aRuEEJ4A1gF4TJKk3S2uuQvAtKZjLgQwqIN7vw/gfaBxiIxJXxU5pM7KQlRyGUZbsX/xzoyyVsn8kBBPXJ4QjoziGrg5KaHRGeDtokS9Vg9XlQJjIn0wJtIHj84bipT8Krz25/HmHtnz4rsuCQHaTl48syCbXVqH8notRoZ59flksqRGg7I6DYYEdz54QAiBCF9XK0VFRERnKOUyRPi6Iru0DpIkwd1JgcvHhiHAo+/NYeipLn9SCyHchBAeZz4GcCGA1HMO+wXAsqauIRMBVEmSVCCEUAFYg8Z67O/PuW5g0+9OAB4GsLLXXw05NH0nK9eeLgosnRRttVjWtygJAYCPtmfhgW8P4eeDBaio02JqnD9u/mwfPtmR3eo4IQRGhntD3lQkrpAJXDjctPZwHb22qGrQYfWuHMx5YxtuW9V3J5SqdQYsX5WEy9/ZiY1pRV2fQERENnH52DAsnRQFjb6xnnPR6DCzPsz4fXIeKjrowuUITFm5DgKwpqmuUQHgS0mSNgghbgcASZJWAlgPYB6ADDR2CLmx6dwrAUwH4CeEuKFp2w2SJB0E8JAQYgEaE/x3JUn62yxfETksYyfJtcyKdbU6gxF/dJDc5Vc24MPtWfhwexaCPJ1QUNWA5JxyjInwae7TXKPWYeuJxlXrSQP82u2F3Z5za67PFIaMivDGq1eNBgAUVffdt910BiPcnRSo0zYm2f9dOBzXT45GWa0GKflVmDm4/QE+RERkXXefF2fR658/NBBeLpYfHGcpXSbXkiRlAhjVzvaVLT6WANzVzjGrAazu4LoPAXioO8FS39ZZzbU12/vsOlmGqgYdACDUyxnXTYrCTwfycbyottVxRdUarN6di9W7cxHk6YQ5w4MxJz4EBVUN0Da9mp9nQpeQM+49Lw5LJkQBkCBJjT2ezxXk2XenD3o4N7bce3rtEXy5NxdxQe4AGmvtK+oddwWDiIi6x9RFKXvFwS1kNwxNdRFymcDSiVEwGCUYJAl7s8rRoG1/yIglnBn8AgAXDAtCtJ8bThTXYs2dk5GcU4HfUguRnFPR6pyiag0+25WDz3blNG+TywQuGt7VVMazov3dmruS9FdymcBTi+KxdFIUBgY2vrjgnwsRETkSJtdkNwxGCV4uSkyN88eTFw9v3r4xrQjZZXVWiUFvMOL3I2dLQmYPDUK4jwv+u2BY80OLt0yLRUFVAzakFmJ9SgGScirarZeeGOsLXzfHfvXdHZIkma0t3pnEmoiIyNEwuSa7kRjtg49vSERCVOvJiOcPM+2BQHPYm1XePMrcWSnDhFhfOCnkiA1wb3VciJcLbpwSgxunxKCoWo3fjxRi3eEC7M0ub06055rYJaQvaNAasPSjPVgyMRKXjgk367X1BiM0eiPcOpniSEREZC+E1En7M3uTmJgoJSX13W4JZHsVdVr8evg0nvi5cWBNmLcL5sQHY96IEIyJ8G5+aLEjxTVq/HGkCL+lFuD1q8b0m9ZEd3+5H78ebiynuXPmADx00WCzrWI/+csR7DpZhg+WJSLSj+33iIjI9oQQyZIkJba3r283zSXqJh83FQYFnS1JyK9swEfbs3D5uzsx+cW/8eQvR7A3q7zDhy8DPZxx3cQofHHLxB4l1ttPlOL6j/f2OH5buTwhHB5NK8vvbc1Ean61Wa777b5T+HRnNo4V1WDZx3s6feiViIjIHjC5JjrH8aIaKNpZoS6sVuPTndm48r1dmPjCX0jNrzL7vU+W1HZ9kAn++3OqVdv2zRociB/vnIxIX1f8Z8EwjAjv/cCf5JwKPP5TY0t9uUzgmUvirdo1hoiIqCdYxEh0jqWTorFwVCj+SCvC+pQC7Mgohc7QesW0ukGHGAt0sIgP80KwV+/a7UmShN+PFOG8IYGQJHTrelX1Oqw9fBrT4vwR5de9ry8uyAMb7psGV5V5vq2U1moak2kD8MjcIZgWF2CW6xIRkemyS+twtKAa0f5uGBrS+fRcasSa635KrTPAWSm3dRgOIaOoBh/vzEZRlRrbTpRCazDiouFBeG9pu6VWdqGnf7/3fHUAaw+dRrSfKzY/NKvNfoNRwrPr0jBrcCCmD7J8snvkdBXWHirAv+cOsfi9iIiorWd+TcNH27Pwj9lxuP+CQbYOx250VnPNlet+6pIVO1DdoMPEAX549crRtg7Hrg0M8sDzl44A0Dh9cdOxEgTb+TCXnr5w8mtqHdhRA/8atQ5f7smFwShZJbkeHuqF4aG9LzEhIqKeufe8ODxwwSB2bOoG/kn1Qxq9ARnFtdAbJRRU9t1x2pbg4azExaNCbR1Gt2j1RggBKOVdP2LxxIJhmD8yBMM6eOvP21WFXY/Mhqdz228dL/+eDrXOiCcWDOt1zEREZB+8XB13DLmt8IHGfuhEUWNiDYD1U/1ASn5Vm4mSHZHLBMZF+3a6QuHrpoKinUT9WGEt0k6bp0tIT/37h8PNfcqJiIhsgSvX/dDRgrMJ0NAQTsLr6xKifKxynw+vt30N+sNzhsCnH03FJCIi+8OV637oaEFN88dcuaaWjhZUY29Wua3D6DEm1kREZGtMrvuhYaGeuGBYEKL8XDEw0L3rE6jfyCqtw46MUgDAql3Z+C7plI0jIiJqLbu0ztYhEHWKZSH90BUJ4bgiIdzWYZAdmjciBPNGhAAAxkT6QK0z2DgiIqLWNh8rxnU+Ue0++0FkD/gvk6gPmfnyJuSW1Td//uP+PEx+4S+8sP5ot68VH+aFxGhfc4ZHRNRrN0yJYWJNdo3/OokcxJ7MMmQU16Jeq293f1mtBtll9a3aJuWW1+N0lRp1HZzTV329NxdvbDwBRxqSRUREfQPLQogcgM5gxDUf7IZRAkaEeWHtPVPbHFNQpYabSg4vl7PJtVEChgR74I6ZA60Zrs0ZJAlvbzoBD2cFbpoaY+twiIioH2Fy3Q9V1Gk77aqg1Rux8K3tGBLigTER3rhhCpMTWyuqVqOpNTmCvdqfDllYpUbQOfseuGAQHugj42olSUJFvQ6+JnQEWTIhCgMC3BHt72aFyIiIiM5iWUg/dPGK7Rj7zJ+4/uO9ePWPYyiuaT2lMb2wGseKavDzwdP4cm+ujaKklgqrzv4dhXSQXBdUqzvcZ6qiajXuWJ2Mi9/ejh+S83p1LQCoVut6fY0zPt+Vg/Nf3YKdJxu7mdRp9GjQdvzA5f7cCrzYg1pzIiKi3mBy3c/oDEYMCHCHJEnYcrwEb/6dAaOx9TF6o4RJsX7wcFYgPszLNoFSK1qDEdF+rnBWyhDi5dLuMYVVDQj2bH+fqR5bk4LfUgtxOK8K//z+EI4X1XR9Uie+2J3b6gHL3jhd1YDyOi2WfrQXH23PwkPfH8LDPxzu8Pjbpg/AkxcPN8u9iYiITCUc6YGfxMREKSkpydZh9Bmnyutx5HQV5sSHtLtfkiTUaQ1w72QUNlmf3mDE9oxS/PeXIwj0cMKNU2Iwb0QIskvroDUYMSio51M3z391CzKKa5s/f39pAi4cHtyja50oqkFmaR0u6uH57VlzIA///iEFGn3jK8Jpcf54Z8lYeDgruziTiIjIfIQQyZIktTuamCvX/ViEr2uHiTUACCGYWNshhVyG/MoG5JTVY192BaoaGksvov3depVYA8A14yObP470dcWUgf49vlaUnxumxwX0Kp5zXTomHN/fPhn+7k4AgG0nSnHJih04WVLbxZlERETWwcyJyAEVV2uaPw7ydDLbdW+eGoPREd7Iq6jHrCGBcOvFiyuVwjKv3eUygZoWtdwnS+pwyds78MY1o3HekCCL3JOIiMhUXLkmckABHk4YE+mNMG+XXtdZnyshygeLRofB005LLaL8XHH+0NZJdI1Gj5s/S8Jbf52A0eg4pW5ERNT3sOaayM6l5lfhq725uGBYEGYODuzxddQ6A5yV8ubP9+dW4M2/TuCTG8ZBCGGOUK1GkiSs3JKJ//2ejnO/hb23NMGsdd5ERETnYs01kQNLya/CF3tykZpf1elxxwpr8NZfJ6DWtW1Pl5xTjkvf2dlqYqG/mxNGhns7XGINND4PkBjtA/k5sV8yOhQXDmNpCBER2Q6TayI7l1/RAAAI8+m4/KNWo8ftq5NRUa9rtTp9RkKUL1bdPL5VIh3p5+qwA2YKqhpwx+pk6FuUgAwP9cQLl41s/hr3ZJbBwBIRIiKyMibXRHYuv7IpufZ2BQA0aA3YmFaE1Pyq5k4h7k4K/HH/dDw+f2iH1znTYaMzvxw6jQnPb8T+3AozRG45Gp0R3q5nJzX6uqnw3tIEuKgaX1jszCjFtR/uwbKP96C8TmurMImIqB9ick1k584kh2dWrrPL6nDL50lY8NZ2fLYzu/k4pVwGmax3JR5V9VqU1GhQ3WC+yYqWEO3vhjV3Tsb5Q4Mglwm8fe0YhPs0vvjIr2zA3V8dgMEoYUdGGdYeOm3jaImIqD9hKz4iO/fZTeNRrdbBo6ktnrNSjisSwlFUre51X+tzLZ0UjcWJEe2WltgbD2cl3l+agIN5lRgb6dO8/b8/pza/IJk3IhjXT462UYRERNQfsVsIEfUpxdVqPLn2CGYMCsCCkaFwc1LghfVH8c+LBkMp55t1RETUe511C+HKNRH1KYGeznhnSUKrbTdMiWZiTUREVsHkmoj6tJyyuja9sA1GCfJe1qcTERG1h0s5RNSnHcithKFFdq0zGHHdh3uwYlOGDaMiIqK+isk1kQPgSO+zXt94HBXdaK93yZgwDAhwb/78qbVHsCuzDC//fgx3fbkfDdq2Q3eo+/hvlIioEctCiBzArykFePDbg/Bzc8JrV43GpAF+tg7JZu6YOQBOip51M/lyTy5W785t/nzd4QJkldQhzMcF14yPwHlDON2xO3LK6vD5rhzUqvWo1eixYslYW4dERGRzXLkmcgBltRroDBIKq9VwUvbv/7Y9Taz3ZZfjv7+kttmeVlCNP9OKcMtnSSwV6abyOi0+2p6FQ3mVuCIx3NbhEBHZhf79U5rIQZTWapo/DjBh0mJP/PfnVEx8/i+s2p3TantfGSHu5aJEqHfHI+SNEvDy78dMGjpTp9Ejt6zenOE5pDGRPvjylglYf+80zBocaOtwiIjsApNrIgdQWnO2xvjDbZl4b8tJfJ+ch83HilFZb57x3vmVDSisVqNla42csjrMemUz/k4vMss9ulJWq8GqXdmwRP/9QUEe+OWuqZgW59/pcY+tScHmY8WdHiOXCRTXqM0ZnsM499/c5IH+vZ4MSkTUl3CIDJED+CE5D3uyypBZUoeknIpW+1bfPAFTu0gYTXGqvB6nyusR7e/WvML7XdIp/PvHFBiMEm6aEoN/zx0ClcIyr8mNRgk3fbYPm4+V4LwhgXhl8Sj4uqnMfh+DUcLdX+7Hb6mFHR4T5u2Cv/85o8clKH1ZWa0Gx4pqMHlA639zRwuqEeTpbJG/MyIie8MhMkQO7vKEcFyeEI6yWg02HytBaa0GZXValNZoEOnrapZ7RPi6IuKcay1OjEC0vxv+8dUBrN6Tg6vGRWBwsHlHrp/x8Y4sbD5WAgD4O70Yc9/YijeuHoOJseZ9eFMuE12+QHBRyVFcrWnz50GAn7sTghp0+C2lAHNHhDRv35hWhJJaDZ5eFG/D6MgWUvOrUFKjwawhLA0iArhyTUQmqKrXYX9uhcV+eB46VYkrVu6EztD6+5FMAPfOjsM958WZdeiL0SjhpQ3peG9rZpt9Ty8ajj/TipCaX4UVS8Yis6QOQZ7OuGAYO4mcIUkSqhv08HJVNm87VliDhW9tx6/3TsWgIMu8ACMishedrVwzuSYim0rJq8JdX+5HbnnHDwgumxRlkRXRnw/m49Od2TiQWwkAuHVaDB66aAiufn8X9udWQtGU0BskCQ+cPwj3zI4zewyOpKCqAS9vOAYvVyX+u3A4AKBarcPbf2fg0x3Z0BqMmD4oAJ/fNN7GkRIRWVZnyTUfaCQikxXXqLH9RKnZrnessAZXrNzZaWLt7qTATVNi2t237nABdp0s6/H9F40Ow/e3T8by6bGYPigA/547FI//lIL9Tcm23ihBb5QgScD//Xkcd32xH/VavcnXL63VYOlHe3CypLbHMdqTrNI6/HggH5/vykHa6Wqs3p2DWS9vxvtbM6E1GAEAW4+XYFMXD4QSEfVlTK6JyGS7Tpbhls/34XRlg1muV1araU7KOrI4Ibzd2ues0jr86/tDWPLhbny771SPY5DLBB6dNxQfX5+Iw3mV+C45r8NjjxZUQ9+N1oTldVpkldbhkrd39InuIpMH+GP+iBAYjBIWrdiOx39KRVk70zKf/TUNui7+XomI+iom10RkskWjw7D1oVmd9ov+cFsmatQ6k643eaA/npg/rMP9VyaGY97IEDz+UwpKas72+tbqjbjnq/2o0xrg7qTA5IG9f+hRIZdhTKQPVlw7Fq6q9ruElNdrcfhUlcnXHBTkgV/vmYonFg5DoIdzq337cyscbmhNRnEtKpra8J1bH9/SyZI6fLknt8P9RER9GZNrIuqWQE/nDvd9tjMbz647ivlvbsehU5UmXe+mqTF4/tIRbR5YHBjojicvHo5x0b74z4Lh+DbpFFLzGxPbl39PR2p+NQCgQWfAL4dOm6039rwRIfj+9skI92n7AqKyXofrP9mL5HPaIXbG21WFKxMjWm0rrFLjtlXJePn3Y7jry/1o0Bp6HbclVdRp8eQvR3DR61ux08QynNc2HjdbD3YiIkfC5JqIzCLtdDWeW38UAJBbXo8bP91nctJ47YRI/HDHZAwN8WzeFu3nBldVY7dQF5Ucd80aiF8OncZ3Safw4fas5uN0Bgn/23AMSz/ai+Jq85ReDAv1xC93T8XEWN82+2YPCcTYSO8eX1utM+C2VUnNK/HrDhfg8nd3It9MpTa9dTivsvljrd6Ij7ZnYeYrm/HpzuxuTeusrNfhjb9OWCBCIiL7xuSaiHqtXqvH3V/th1Z/ts726UXD4dJBeUV7Rkd449d7pmLldWMxNz4Yj88f2rzPaJTwwdZMXD42DC/8lo72Fqm3Z5Ri7hvbsCndPA/T+bqpsPrmCVg6Map52+AgD7x21WgI0fO2gI/+mIJDea1LS9IKqnHxW9uxN6u8x9c1B0mS8PhPqdiZUYqNaUWY8/pWPPNrGqoaTCvzOdeqXTl95mFOIiJTsRUfEfXa6t05ePyn1ObPrxkfgRcuG2m267/11wn835/HoZSLTmt9AUAI4IbJ0Xhk7lCzTZP8ck8uXtt4HPNHhGDByBAkRrdd0TbFB1szm1f326OUC/x34XBc1yKht7Y9mWW4/pO9UOvM80Di7CGB+OiGcT06t7BKDS8XZbdepJF11Gv1yCypQ3yYl61DIbIJtuIjIou6bmIUnr90BJyVMgwKcm/ugQw0jlWvqu/ZyicAJOeUN5cXdJVYA4AkAZ/uzMal7+zo1X1bunZCJLY8NBMzBgXghk/24eu9XT+sV63WYfM5LemOF9V0eo7O0Lhy/OiaFJt125gQ64eZg8w3LOiv9GJsO1HSo3N1BiN68SYBWZBCJkNsgJutwyCyS0yuiahLRhNqba+dEIlf7p6Kd5aMhbOycaVRbzDizi/2Y/mqnr/jFOTpjFER3iYff9nYMHx643iMDPdqNUGwt1xVCny+Kxu1Gr1JD/V5Oisxc3DrJPXlxaPw+PyhXU6b/HJPrkkJvKU8Mm8IlHLzZbXPrTtqUr12cbUaBVVna88jfF2b/y2RfVEpZM3PRBBRa0yuiaiVcxPpg6cqccFrW0zq/jEoyAMDA8+Ovi6oUqNWo8e/5gzucTzhPq749rZJuOe8gehqAnqMvxueWRSPGYMC8N+Fw1GrMX3giynevS4B95w3EM9fNqLH17hlWiw+uWEcPJ3bJiZCAMunx2L2kEAsmWC70pAoPzfcMDnabNerbtCh2oS67UBPZ4R4NXZpMRglfN9Jz3EiInvF5JqImp0qr8fWFm/hV6t1uOer/ThZUof//nKkW9dKL6xGhK8rNj4wAwlRPatRPkMuE3jwwsH48taJCO6kFeCi0aFwc2pMWv9OL8ZPB/J7dd9zOSvlePDCwXB36t2K3fRBAfj57qkYGOjearskAan5VVixZCxkXb2SsLC7z4uDj5lW/otqNK2GzWj0BpTVajo5o/Hv/IqEcLPcn4jImphcE1GzCF/XVqUMT/yUiqIqDXzdVHjtqtHdutap8sa391uWQNz39QGs2JRhUplJeybG+uG3f0zDBcOC2t3/+sYT+Du9CEBjv+olEyJ7dB9riPF3w5o7J2P2kMA22+2hFMLLRYn7zh9klmsZjBJeaPEgp94g4XgRu4gQUd/EbiFE1KHdmWXILa/H/BEhzSvC3aHWGfB3ejG8XZTQGyUs+3gvAGBirC9eu2p0cwlAT3y+KxvPrTsKTYv2f1MG+mHVTRMgkwnsySzDs+uO4vObxsPHTdXj+1ia0Sjh//48hhWbTmJ8jC++uGUClHL7WPfQGYy46PWtyCypM8v1vrhlAqYM9DfLtYiIbIndQoioRybG+uHKxIgeJdZGo4Sr3t+NO7/Yj2s/3IM9WWV4etFwOClk2J1ZjrlvbMOG1MIex7ZsUjR+vnsKfJsSZ183FV67cnRzOUWgpzMmDfCz68QaAGQygYcuGoKV1yXg3SVj7SaxBgClXIbH5g3t+kATRPq6wuhAizlERD1lP9/FicihHSuswXUf7sGH2zIBAEcLq1s9BPnNvlNYNikav9w9FYODPFBZr8Ptq5PxyI8pPR7/HeRxtv76lcUjW41mj/F3w6NmSgy7klNW1+NSlzPmxAfDz93JTBGZz3lDAjFloF+Pz/dyUeKJBcOw8YEZmBYXYMbIiIjsE5NrIjKLVbuzsT2jFC/+lg5JkhDu7QrXFsM/Yvwbe+IODvbAz3dPwTXjIwAAX+3Nxf3fHOzRPX3cVFh/7zQ8e0k8zhvSfh22pZXXabF45S5c/cFunLaTEebmJITA4/OHdbvftEouw63TYrD1oVm4eWqM2Qb6EBHZO363IyKzuCIhAvFhnrh9xgAIIeDlqsSH1ydixqAAXDwqFCq5DA99dwh7s8rw6+ECAAJvXzMGIV7O+Mf5cT2+b7CXs00nGj78w2EU12iwN6vcYuPLP9qehaJqtUWubYqhIZ64KjHC5OMXjAzBxgdm4LH5w8zaa5yIyBHwgUYispgatQ6nK9XYkVGKp39NAwBE+7li9pBAzBoShKlx/tDqjQ67qpmcU44rVu6CJDW2AXzj6jEWu0+Unxv8bVg2UlyjxntbMrFqVw60HUyPTIzywaPzh2JspI+VoyMisi4+0EhEVtOgNWBT09jvqgYdDuVVok6jbx4Ak11Wj8935eBY0yhwR02sASAhyhef3jgeYyK98ewl8Ra9jy0T6y/25GDxyl1YNDoU109u+y6Bv7sK7y4Zi+9un8TEmoj6Pcf9qUZEdiklvwrrDhcAaJyueGViBO6ZHYcvbjk7AEZnlPDMr2m46dN9qFF3PbnPns0YFIA1d06Bh3PfLX84mFuJnLJ6ZJbU4e5ZcfByafu1zhoSCNHdwmwioj6IyTURmdX4GF+8snhUq216gxEjw73aDICpatDBxQ4GpthSRnEt8u38QchnLonHmjsn45IxYfByVeKe8wYCABQygaUTo7B8eqxJg28MveyoQkTkCHo3w5eIqAuFVWpc+s4OlNZq8OqVo/HBssTmATDBns5QdNHXOa+iHg//cBjPLIpHbIB7p8c6msp6LW76dB/qtXqsvC4BidG9GxNvKc5KOca0KPdYOikKeRUNuGFyNKL93VBZr+3k7LP+TCvCjEEBcFH17xdURNS3ceWaiCxq58lSFFSpoTNI+PngaQBnB8Asnx7b6bkGo4T7vzmIHRllWPDWdvx8MN8aIVvNU2vTkFtej9JaLa79YA+2nSixdUgmcVLI8eTFwxHd1F7R29W0QT1z4oOZWBNRn8fkmogsasagAAwO8oC7k6K5tzUADAn2xKgI707PLa5Ro0ath5eLEvVaAzyc23+zrbDKem3qdmaUmi0JfnTeUCRENa4Iaw1GPPFTKj7clgm1rmdDdYiIyPbYio+IrEKSpB498CZJEgqr1diYVoSlk6Lb7P826RSe/OUInlgwDNeMjzRDpO37aHsWcsvq8F1yHl66fCQWjgo1y3W1eiNe+O3/27vzKKuqO2/jz6+qqAKKQWQQFFRoZ+NIqTgQxzgbom0cuhOnNp2x052OnRVjOrHjSr92dzqDiYljR02/HYfEgTi8DolxxogKKCIKSMskg8xDQVXd/f5xD6SEAgrqFPdeeD5rnVX37DPt67a43zp3n70n8dbspbycjZN98ODe3HpJA7v06srilWvafWdYkrRtOBSfpJJrb7AuFNJH+vCuPe6UAzacgTGlxF0vTWflmhauvv8N7nxxei51Xd/4GYu5/rFJ3PnS/9K9tpqjhubXN7q2porvnnMgP77oUGqy8QonzFzCeT9/kfcWrOCMnzzHtaMnsrTCR1WRpB2F4VpSWZgwczHNLQVmLlrFjU9P+UjXiPvGzqS+bsMuIYUEXWuKfXh337k7fzl8cO71WtbYxN/9+nWaWhIR8INPH8KAbEjBPA3q3Y27rjiSnbIZDWctXsUnfvgMc5Y0cseL0xl+3ZP88oX31u1fSd86StKOxHAtqeSmzFvGhTeP4cJbxtCttpprzjqA6x97m+WNTbwxcwlfPXlverUxjnRjUwv9etRRUxX8+KJD6dFGAO+obz3wJu8vXAnAlccN5YR9B+R+jbWO2asfD37pWD43cigR0Nxq6LqmlsTkD4oT7/z8j1P43sNvsWJ1c6fVRZK0dQzXkkruj5Pns6qpheWNzeseWrz2kwfSXCj2t96Y+roabvrscB76yrGdMjPgmGkf8rvxxRFODhncm2+cvl+Hz/n6+4s22X1lz371XHL0nm3+obC2rGtNNSfs29+uIpJUhnygUVJZePKtuQzt1529BvQsdVU+4oHXZ/Jvj03mns+PYI++9R0614Llqznnp88zZ0kj5w8fvMFkO61Nm7+c746eyHPvLqBbl2ouPGII/3z2AVRn/bJveXYqlx87lC6bGSe8nMxb2siY9xbyyZweBm1qKVTU+5e0/djUA42Ga0najNXNLdTVdGx85pZC4jO3vcxL0z4E4Ntn7c+VIzc9zjfAwxNmk1KxC8xRQ/uye9/uHarH9uLhCbP50ZPv8N9XHsWg3t1KXR1JOxhHC5GkDuhosIZiOF47gcrZBw9qV7Au7rsr5xyyK+8vXEmicm6GdKaWQuKmZ6Yydf4KLr5lDHOWlPf08ZJ2LIZrSdudyR8s4+ZnppbViBr1dTXcfmkD3xt1IP9+/sFbfPzXT923w91SthfVVcFdVxzFfgN7snx1iw92SiordguRtF0pFBLn/uJFxs9YzMi9+/HDCw6lf8+6UldLnWDhijUsXLGGvQb0KHVVJO1g7BYiaYexZFUTzS0FAJ57dwFn/ORZnnknn+nK1TF532Heub7WYC2p7BiuJW1X+tTX8sCXjuXyY/cEYMHyNbz/4Ypczt1SSPzkqXdZssoh8LbUrMWr+Pu7Xwdg+epm7njhPVY3t2zmKEmqPPnPuCBJJbZ2SvGRe/fjwddn85kRe+Ry3pZCYnVzC/OXraZ3tw0ntdHG7bZTN2679AjufHE6P3hiMssam+leV8MFDUNKXTVJypV3riVtd666bzwPT5jNSfvtwg0XH0ZE5HLe2poqvnH6fp3eFWH8jMUUCpXzPMyWqK+rYVljsXvIva/MKHFtJCl/3rmWtF1JKbHfwJ48PnEuZx+cz2Ql20JjUwvff2QS3euqWdbYxCNvdOHzHx9G3x7b18OYow7dlV//6X3O+NhALjpy91JXR5Jy52ghklQGrh09kTvWmxZ9WP96nvza8etmZZQklQdHC5GkMvb02/M2CNYAc5c08sTED7Z9hSRJW81wLUkltHjlGq66b3yb21asaWHBijXbuEaSpI4wXEtSGxqbWnhvQT5D+G3KTt1r+YdT9t7o9p8/PYU1zYVOr4ckKR+Ga0lqQ0shcdtz03hn7jLenLWk06/Vlgj41/MOorZmw3+q1zQXuP359zq1XpKkLWe4lqT1PDxhNs0tie+fexD3vzaLUTe+wI1PT+m04fFOPXAg9bXV69bXjhx42TF7cuK+A9o8pramir85bmin1EeStPUcik+S1jN78SrO+8ULXH3m/tz0zFQA/uPxybw09UPOO3w3Js5eyj+ffUBu1+vVrQuD+3RnWP96Gpta+Pqp+3LTM1P55hn75XYNSdK24VB8ktSGyXOW8le3vcyHbTxQ+OMLD+VTh+2W6/UKhUSVQ+5JUkVwKD5J2gIpJb73yFttButPDx+ce7AGDNaStJ0wXEvSeiKCz47Yg15dP9pz7i/61/Mvow4sUa0kSZXAcC1JbTj9Y4N45KsjOWz3nYDiA4Q/+6vD6V7royqSpI3zU0KSNmLIzt259/NH859PvMOQnbux/6Bepa6SJKnMGa4laRO6VFc5aockqd3sFiJJkiTlxHAtSZIk5cRwLUmSJOXEcC1JytWiNsYHl6QdheFakpSbW5+dxrH/9gcmf7CsZHWYMm85/3jvONY0F0pWB0k7rnaF64iYHhFvRMS4iNhg/vEouiEipkTEhIg4PCs/NCJeioiJWfmFrY45OSJey875fETsld/bkiSVQr+etXxu5DBmL15Vkuu//cFSzr/pRe5/bRZX3TeelFJJ6iFpx7UlQ/GdmFJasJFtZwB7Z8tRwC+ynyuBS1JK70bErsCrEfF4Smlxts+olNKkiPgS8G3gsq17G5KkcnDuYYNLev09+9YzrF89r72/mNHjZ/Pxffpz/vDS1knSjiWvbiGjgLtS0Rhgp4gYlFJ6J6X0LkBKaTYwD+ifHZOAtTMy9AZm51QXSdIOqmuXam6/9AiG9avnkqP34LzDdit1lSTtYNp75zoBT0REAm5OKd2y3vbdgBmt1mdmZXPWFkTEkUAtMDUruhJ4NCJWAUuBEVtefUnqfONmLKZfj1oG9+le6qqoHfrU1/LAl4+ld7cupa6KpB1Qe+9cH5dSOpxi948vR8THt+QiETEI+BVweUpp7RMmXwPOTCkNBn4J/HAjx/5tRIyNiLHz58/fkstKUi6G9OnGgJ5dS12NijBh5uJSVwHAYC2pZNoVrlNKs7Kf84AHgCPX22UWMKTV+uCsjIjoBTwCXJN1GSEi+gOHpJRezva/BzhmI9e+JaXUkFJq6N+/f1u7SFKn6tujjtoaB1fanKaWAmOnLyp1NSSppDb7aRER9RHRc+1r4FTgzfV2Gw1cko0aMgJYklKaExG1FMP4XSml37TafxHQOyL2ydY/AUzq4HuRJJVQl+oqrjhuaKmrIUkl1Z4+17sAD0TE2v3/J6X0/yLiCwAppZuAR4EzgSkURwi5PDv2AuDjQN+IuCwruyylNC4iPgf8NiIKFMP2Ffm8JUmSJKk0opLGAG1oaEhjx24wzLYkSZK0zUTEqymlhra22YlQkiRJyonhWpIkScqJ4VqSJEnKieFakiRJyonhWpKkEvjOQ2/yztxlpa6GpJwZriVJKoFH3/iA+ctWl7oaknLWnnGuJUlSB42dvpBXpi9ip+5duPjI3UtdHUmdxHAtSVInWdNcYN6yRuYsaeTa0ROZOHspw/rVG66l7ZjdQiRJ6iQLV6zhG7+ZwNR5y5k4eykAxQmPARKx0SMlVSrDtSRJnWSXXnXMXdrI+nMhvzJ9IU0tlTNDsqT2s1uIJEmdJCLoU19LVUDvbl0A6F5bw7T5y1nV1IK3rqXtj+FakqROdPZBgzj9Y4O48IiP9rP+/iOTqArTtbS9iZQq52uphoaGNHbs2FJXQ5IkSTuwiHg1pdTQ1jb7XEuSJEk5MVxLkiRJOTFcS5IkSTkxXEuSVEb+8PZcFq5YU+pqSNpKhmtJkrZCU0uB2YtX0djUkut5n5o0jw+Xr871nJK2HcO1JElb4Z25yzjm+j/w0rQPczvn9AUraGoubDDpjKTKYbiWJKkTTJ2/nM/e/jJT5i1v9zHVVUHXLtXOLSNVMCeRkSQpR1/41auccdBA9h/UkwE96+hRV93uY4fs3J3rPvWxTqydpM7mnWtJkrbCwF5d+fZZ+7NX/x4fKT/r4EHsO7AnK1a3MGHmEvrU1+Z2zeaWQm7nktQ5DNeSpB3G39zxCqf96NlcztW3Rx1XjhzGkJ27f6T8nEN2Zb+BvThs9z48+Y/Hc+PTUznnp8/z9gdLO3zNT/7shQ6fQ1LnsluIJKniNTa18NvXZtKlqorqquDj+/Snf8+6Dfa78IghLGtsXrd+79gZ/H7SXA4evBNfPnGvrb7+muYCC5avprml+Cji7n3/HLgfGjeL5pbEmKkfst/AXlt9jUIhUVUFtz47jZ89PYWzDh7Ev5570Lrtr72/iCcmzuXUA3fh8N37bPV1JHWM4VqSVPGWNTZzzQNvrlu/+29HtBmuTz1wINMXrGDq/OXUVlcxac5SHp84l6aWjo3PMW7GYi64+SUAdu3dlRevPnndtmf+6cQOnXut5kKiuqqKVU0tLFnVxMrVzR/ZvmjFGmYuWsnvxs3mmcnzufjI3RnYu2su15bUfoZrSVLFq62u4uyDB9FSSDS1JPr12Hg/57N/+jzLVzdzwKBeDN+jeIe3uqpj43McuGsvHvzysXSpDrp1af8DjFuitqaKuz83glufm9bm9vnLVvPwhDnr1k/Yt7/hWiqBSKlyRtNsaGhIY8eOLXU1JEkVbNSNL7BqTTN7DejBt87cn7lLV9O7Ww17DehZ6qq1y9LGJpasbKK+roadWz0sOWPhSt6ctYTI/k44elg/enfvUpI6/s/L73PagbvQt8eG3x5I24OIeDWl1NDmNsO1JEmS1H6bCteOFiJJkiTlxHAtSZIk5cRwLUmSJOXEcC1J0la44ffv0lKonOeWJG0bhmtJkrbCpcfs2eEh/CRtfwzXkiRthd7dSjPMnaTyZriWJEmScmK4liRJknJiuJYkSZJyYriWJEmScmK4liRJknJiuJYkSZJyYriWJEmScmK4liRJknJiuJYkSZJyYriWJEmScmK4liRJknJiuJYkSZJyYriWJEmScmK4liRJknJiuJYkSZJyYriWJEmScmK4liRJknJiuJYkSZJyUlPqCkiSpM1bvrqZmYtWUh1BVVXQo66GXXp1LXW1JK3HcC1JUgV4ZfpCLv/lK+vWj9+nP3decWQJaySpLXYLkSSpAhQK6SPrVVGiikjaJO9cS5JUAU7YdwBv/stptBQShUKiutp0LZUjw7UkSRWgOutnLam82S1EkiRJyonhWpIkScqJ4VqSJEnKieFakiRJyonhWpIkScqJ4VqSJEnKieFakiRJyonhWpIkScqJ4VqSJEnKieFakiRJyonhWpIkScqJ4VqSJEnKieFakiRJyonhWpIkScqJ4VqSJEnKieFakiRJyonhWpIkScqJ4VqSJEnKieFakiRJyonhWpIkScqJ4VqSJEnKieFakiRJyonhWpIkScpJpJRKXYd2i4j5wP+Wuh5qUz9gQakroS1mu1Um260y2W6VyXarTJ3dbnuklPq3taGiwrXKV0SMTSk1lLoe2jK2W2Wy3SqT7VaZbLfKVMp2s1uIJEmSlBPDtSRJkpQTw7XyckupK6CtYrtVJtutMtlulcl2q0wlazf7XEuSJEk58c61JEmSlBPDtdolIg6NiDERMS4ixkbEkVl5RMQNETElIiZExOGtjrk0It7NlktblQ+PiDeyY26IiCjFe9oRRMQ9WZuNi4jpETGu1barszaYHBGntSo/PSubEhHfbFU+NCJezsrviYjabfx2digR8XcR8XZETIyIf29VbruVoYi4NiJmtfp9O7PVNtuszEXE1yMiRUS/bN3PtjIWEddl7TIuIp6IiF2z8vJot5SSi8tmF+AJ4Izs9ZnAH1u9fgwIYATwcla+MzAt+9kne90n2/anbN/Ijj2j1O9vR1iA/wS+k70+ABgP1AFDgalAdbZMBYYBtdk+B2TH3AtclL2+Cfhiqd/T9roAJwJPAXXZ+gDbrbwX4FrgqjbKbbMyX4AhwOMU59Hol5X52VbGC9Cr1euvAjeVU7t551rtlYBe2evewOzs9SjgrlQ0BtgpIgYBpwFPppQWppQWAU8Cp2fbeqWUxqTi/9V3AZ/alm9kR5T9JX4B8OusaBRwd0ppdUrpPWAKcGS2TEkpTUsprQHuBkZlx58E/CY7/k5st870ReD6lNJqgJTSvKzcdqs8tln5+xHwDYqfc2v52VbGUkpLW63W8+e2K4t2M1yrvf4B+I+ImAH8ALg6K98NmNFqv5lZ2abKZ7ZRrs41EpibUno3W9/SdusLLE4pNa9Xrs6xDzAy6xrwTEQckZXbbuXtK9lX0f8VEX2yMtusjEXEKGBWSmn8epv8bCtzEfH9LJP8NfCdrLgs2q2moyfQ9iMingIGtrHpGuBk4Gsppd9GxAXA7cAp27J+atum2i2l9FD2+mL+fNdaZWAzv281FL++HAEcAdwbEcO2YfXUhs202S+A6yjeQbuOYjesK7Zd7bQxm2m3bwGnbtsaqT0299mWUroGuCYirga+Anx3m1ZwEwzXWieltNGwHBF3AX+frd4H3Ja9nkWxv9pag7OyWcAJ65X/MSsf3Mb+2kqbajeAiKgBzgOGtyreWLuxkfIPKX69VpPdUbPdOmgzv29fBO7Pvqb8U0QUgH7YbiW1ud+1tSLiVuDhbNU2K7GNtVtEHESxH/z47Bm2wcBrUXxg38+2Emvv7xvwf4FHKYbrsmg3u4WovWYDx2evTwLWdi8YDVySPaE7AliSUppD8eGQUyOiT/b16KnA49m2pRExIutbeAnwEOpMpwBvp5Raf/U1GrgoIuoiYiiwN8WHOl4B9s5GK6gFLgJGZyHvaeD87PhLsd0604MUH2okIvah+MDbAmy3spX13VzrXODN7LVtVqZSSm+klAaklPZMKe1JsUvA4SmlD/CzraxFxN6tVkcBb2evy6PdOvuJTpftYwGOA16l+ET7y8DwrDyAGyk+9f4G0NDqmCsoPrwzBbi8VXkDxQ+eqcDPyCYzcum0trsD+EIb5ddkbTCZVk9HU3za+p1s2zWtyodRDAVTKH57UVfq97a9LhTD9H9nvyevASfZbuW9AL/K/g2cQPEDfpBtVlkLMJ0/jxbiZ1sZL8Bvs//WE4DfAbuVU7s5Q6MkSZKUE7uFSJIkSTkxXEuSJEk5MVxLkiRJOTFcS5IkSTkxXEuSJKlsRMSnI2JiRBQiomET+50eEZMjYkpEfLNVeWQzOL4TEZMi4qtZ+T9FxLhseTMiWiJi502cv2er/cdFxIKI+PFm6+9oIZIkSSoXEbE/UABuBq5KKY1tY59qikNZfoLiGOWvABenlN6KiMspzhVwWUqpEBEDUkrz1jv+HIozT5+0BfV6NTvm2U3t551rSZIklY2U0qSU0uTN7HYkMCWlNC2ltAa4m+KEMgBfBL6XUipk55vXxvEXA79euxIRn4mIP2V3qG/Owjuttu8DDACe21z9DdeSJEmqNLsBM1qtz8zKAP4CuDAixkbEY+vN6EhEdAdOpzgZzdo75RcCx6aUDgVagL9e73oXAfekdnT5qNny9yJJkiRtvYh4ChjYxqZrUkodnYK8DmhMKTVExHnAfwEjW20/B3ghpbQwWz8ZGA68UpwFnW7A+ne7LwI+256LG64lSZK0TaWUTungKWYBQ1qtD87KoHgX+/7s9QPAL9c79iJadQmhOG36nSmlq9u6UEQcAtSklF5tT8XsFiJJkqRK8wqwd0QMjYhaioF5dLbtQYoPNAIcT/HBRwAiondW1vru+O+B8yNiQLbPzhGxR6vtH+mfvTmGa0mSJJWNiDg3ImYCRwOPRMTjWfmuEfEoQEqpGfgK8DgwCbg3pTQxO8X1wF9GxBvA/wGubHX6c4EnUkor1haklN4Cvg08ERETgCeBQa2OuYAtCNcOxSdJkiTlxDvXkiRJUk4M15IkSVJODNeSJElSTgzXkiRJUk4M15IkSVJODNeSJElSTgzXkiRJUk4M15IkSVJO/j+p3gWuOsjMZwAAAABJRU5ErkJggg==\n", 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0way32811010{'building': 'hangar', 'layer': '1'}POLYGON ((-10675793.142 5028506.241, -10675786...
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" ], "text/plain": [ " type id tags \\\n", "0 way 32811010 {'building': 'hangar', 'layer': '1'} \n", "\n", " geometry \n", "0 POLYGON ((-10675793.142 5028506.241, -10675786... " ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_proj.head(1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Extract Flood Impacted buildings" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Until this point, we set the stage for actual task. Basically, the building footprints that intersects the Multipolygon (one we created from MNDWI) are effected building and those that are not are not-effected buildings!" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/prayag.thakkar/Envs/up42-py-dev/lib/python3.7/site-packages/geopandas/geodataframe.py:183: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " frame[geo_column_name] = level\n" ] } ], "source": [ "effected = gdf_proj[gdf_proj['geometry'].intersects(boundary)]\n", "# change coordinate system for plotting\n", "effected.to_crs(crs='EPSG:4326', inplace=True)" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/prayag.thakkar/Envs/up42-py-dev/lib/python3.7/site-packages/geopandas/geodataframe.py:183: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " frame[geo_column_name] = level\n" ] } ], "source": [ "not_effected = gdf_proj[~gdf_proj['geometry'].intersects(boundary)]\n", "# change coordinate system for plotting\n", "not_effected.to_crs(crs='EPSG:4326', inplace=True)" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# quick sanity check\n", "gdf_proj.shape[0] == (effected.shape[0] + not_effected.shape[0])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It's time for plotting. We will use Folium library for displaying our results. Of course, it requires a bit of massaging before we get to the plotting" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[41.12074089370247, -95.899658203125]" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# bbox centroid serves as the center point for the folium map\n", "bbox_centroid = list((osm_poly.centroid).coords[:][0])\n", "bbox_centroid = [bbox_centroid[-1], bbox_centroid[0]]\n", "bbox_centroid" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [], "source": [ "# extracts bounds for image overlay\n", "lon_min, lat_min, lon_max, lat_max = osm_poly.bounds" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [], "source": [ "style1 = {'fillColor': '#228B22', 'color': 'red'}\n", "style2 = {'fillColor': '#00FFFFFF', 'color': '#00FFFFFF'}" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [], "source": [ "# init folium map\n", "m = folium.Map(bbox_centroid, zoom_start=15)\n", "\n", "# add effected buildings\n", "folium.GeoJson(effected.to_json(), style_function=lambda x:style1).add_to(m);\n", "\n", "# add not_effected buildings\n", "folium.GeoJson(not_effected.to_json(), style_function=lambda x:style2).add_to(m);\n", "\n", "# add raster png quicklook\n", "folium.raster_layers.ImageOverlay(image=ql_path, bounds=[[lat_min, lon_min], [lat_max, lon_max]], opacity=0.8).add_to(m);" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], "source": [ "folium.LayerControl().add_to(m)\n", "m" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see the buildings impacted by flooding in red and those that are not impacted are in blue." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It should be noted that success of the analysis depends on the availability of the data in OSM!!" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [], "source": [ "m.save(\"/Users/prayag.thakkar/Desktop/folium_map.html\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "up42-py-dev", "language": "python", "name": "up42-py-dev" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.6" } }, "nbformat": 4, "nbformat_minor": 4 }