{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "0dd2c5d4",
   "metadata": {},
   "outputs": [],
   "source": [
    "import xarray as xr\n",
    "import geopandas as gpd\n",
    "from shapely.geometry import box\n",
    "import rioxarray as rxr # Make sure you have rioxarray installed (pip install rioxarray)\n",
    "import numpy as np\n",
    "import ibis\n",
    "import pandas as pd\n",
    "from rasterio.enums import Resampling\n",
    "from pathlib import Path\n",
    "from tqdm import tqdm\n",
    "\n",
    "ibis.options.interactive = True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "7cc89208-69c2-455b-97c3-1e2d470d326c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "10.5.0\n"
     ]
    }
   ],
   "source": [
    "import ibis\n",
    "print(ibis.__version__)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "d615f835",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<duckdb.duckdb.DuckDBPyConnection at 0x1f9cd19f430>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "con = ibis.duckdb.connect()\n",
    "con.raw_sql('INSTALL spatial;')\n",
    "con.raw_sql('LOAD spatial;')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "700cf1f9",
   "metadata": {},
   "source": [
    "- The .rio accessor: https://corteva.github.io/rioxarray/html/rioxarray.html#rioxarray-rio-accessors\n",
    "\n",
    "- Affine( pixel_width, 0, top_left_x_coord,\n",
    "          0, -pixel_height, top_left_y_coord)\n",
    "\n",
    "- Rasterio Affine Docs (https://affine.readthedocs.io/en/latest/)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "cf514138",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Variable with lowest resolution: temp\n",
      "target resolution:(2605.1644663456045, -2605.1644663456045)\n",
      "target shape:(1768, 2123)\n",
      "target crs:EPSG:3031\n",
      "target bounds:(-2732000.0, -2233000.0, 2800025.0, 2373000.0)\n",
      "Resampling images to the same format...\n",
      "Done\n"
     ]
    }
   ],
   "source": [
    "from rasterio.transform import from_origin\n",
    "\n",
    "filenamez = Path.cwd().parent / 'antarctica_bedmachine_v3_7' / 'BedMachineAntarctica-v3.nc'\n",
    "sat_imz = rxr.open_rasterio(filenamez)\n",
    "\n",
    "filenamesmb = Path.cwd().parent / 'antarctica_mass_balance' / 'smb_antarctica_mean_1979_2021_RACMO23p2_gf.nc'\n",
    "sat_imsmb = rxr.open_rasterio(filenamesmb)\n",
    "\n",
    "filenamev = Path.cwd().parent / 'antarctica_ice_velocity' / 'antarctic_ice_vel_phase_map_v01-001.nc'\n",
    "sat_imv = rxr.open_rasterio(filenamev)\n",
    "\n",
    "filenamet2m = Path.cwd().parent / 'antarctica_temperature' / 'era5land_era5.nc'\n",
    "sat_imt2m = rxr.open_rasterio(filenamet2m)\n",
    "\n",
    "# Pre-process t2m map since it uses a different projection and is a map over the entire world and not just antartica.\n",
    "sat_imt2m = sat_imt2m.squeeze()\n",
    "sat_imt2m = sat_imt2m.sel(y=sat_imt2m.y < -60)\n",
    "sat_imt2m = sat_imt2m.rio.reproject(\"EPSG:3031\",resampling=Resampling.bilinear)\n",
    "\n",
    "\n",
    "res_dict = {\n",
    "    'VX': sat_imv['VX'].rio.resolution(),\n",
    "    'VY': sat_imv['VY'].rio.resolution(),\n",
    "    'surface': sat_imz['surface'].rio.resolution(),\n",
    "    'smb': sat_imsmb.rio.resolution(),\n",
    "    'temp': sat_imt2m.rio.resolution()\n",
    "}\n",
    "\n",
    "sat_im_dict = {\n",
    "    'VX': sat_imv['VX'],\n",
    "    'VY': sat_imv['VY'],\n",
    "    'surface': sat_imz['surface'],\n",
    "    'smb': sat_imsmb,\n",
    "    'temp': sat_imt2m\n",
    "}\n",
    "\n",
    "# Compute pixel areas (abs values), store in new dict\n",
    "area_dict = {k: abs(v[0]) * abs(v[1]) for k, v in res_dict.items()}\n",
    "\n",
    "# Get the key with the lowest pixel area (lowest resolution)\n",
    "highest_res_key = max(area_dict, key=area_dict.get)\n",
    "\n",
    "print(\"Variable with lowest resolution:\", highest_res_key)\n",
    "\n",
    "from rasterio.coords import BoundingBox\n",
    "\n",
    "# Get bounds of all rasters\n",
    "bounds_list = [\n",
    "    sat_imz.rio.bounds(),\n",
    "    sat_imsmb.rio.bounds(),\n",
    "    sat_imv['VX'].rio.bounds(),\n",
    "    sat_imv['VY'].rio.bounds(),\n",
    "    sat_imt2m.rio.bounds()\n",
    "]\n",
    "\n",
    "# Compute intersection bounds\n",
    "minx = max(b[0] for b in bounds_list)\n",
    "miny = max(b[1] for b in bounds_list)\n",
    "maxx = min(b[2] for b in bounds_list)\n",
    "maxy = min(b[3] for b in bounds_list)\n",
    "\n",
    "target_res = sat_im_dict[highest_res_key].rio.resolution()\n",
    "target_crs = 'EPSG:3031'\n",
    "target_bounds = (minx, miny, maxx, maxy)\n",
    "\n",
    "# Example: Define your shared top-left corner and resolution\n",
    "left, top = minx, maxy  # top-left corner (notice it's from sat_imv)\n",
    "xres, yres = abs(target_res[0]), abs(target_res[1])\n",
    "\n",
    "# Make the transform\n",
    "transform = from_origin(left, top, xres, yres)\n",
    "\n",
    "# Use this fixed transform + shape\n",
    "target_shape = (\n",
    "    int((target_bounds[3] - target_bounds[1]) / yres),\n",
    "    int((target_bounds[2] - target_bounds[0]) / xres)\n",
    ")\n",
    "print('target resolution:' + str(target_res))\n",
    "print('target shape:' + str(target_shape))\n",
    "print('target crs:' + str(target_crs))\n",
    "print('target bounds:' + str(target_bounds))\n",
    "\n",
    "# Now reproject using this transform + shape instead of dst_bounds\n",
    "def resample_to_target(src_dataarray, transform, shape, target_crs, resampling=Resampling.bilinear):\n",
    "    return src_dataarray.rio.reproject(\n",
    "        dst_crs=target_crs,\n",
    "        transform=transform,\n",
    "        shape=shape,\n",
    "        resolution=None,\n",
    "        resampling=resampling,\n",
    "        nodata=src_dataarray.rio.nodata or None\n",
    "    )\n",
    "\n",
    "print('Resampling images to the same format...')\n",
    "# Resample every picture to the same an preserving as much information as possible with Resampling.cubic instead of .bilinear\n",
    "sat_imvx  = resample_to_target(sat_imv['VX'], transform, target_shape, target_crs)\n",
    "sat_imvy  = resample_to_target(sat_imv['VY'], transform, target_shape, target_crs)\n",
    "sat_imz   = resample_to_target(sat_imz['surface'], transform, target_shape, target_crs)\n",
    "sat_imsmb = resample_to_target(sat_imsmb, transform, target_shape, target_crs).fillna(0)\n",
    "sat_imt2m = resample_to_target(sat_imt2m, transform, target_shape, target_crs).fillna(271).expand_dims(dim=\"band\")\n",
    "print('Done')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "efb1c26c-7fe4-4a0c-9c6e-0aa1bdbadb98",
   "metadata": {},
   "outputs": [],
   "source": [
    "sat_imv = (sat_imvx**2 + sat_imvy**2)**0.5 #A much more interesting graph to look at so maybe it works better for CNN"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "471dfdd9-f924-44c4-80bb-8c1652b2e0f8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "✅ All rasters have identical resolution, transform, bounds, and shape.\n"
     ]
    }
   ],
   "source": [
    "from pprint import pprint\n",
    "\n",
    "# Dictionary of resampled rasters\n",
    "resampled_images = {\n",
    "    \"v\": sat_imv,\n",
    "    \"surface\": sat_imz,\n",
    "    \"smb\": sat_imsmb,\n",
    "    \"temp\": sat_imt2m,\n",
    "}\n",
    "\n",
    "# Initialize reference from the first raster\n",
    "first_key = next(iter(resampled_images))\n",
    "ref_res = resampled_images[first_key].rio.resolution()\n",
    "ref_transform = resampled_images[first_key].rio.transform()\n",
    "ref_bounds = resampled_images[first_key].rio.bounds()\n",
    "ref_shape = resampled_images[first_key].shape\n",
    "\n",
    "# Track inconsistencies\n",
    "inconsistencies = {\n",
    "    \"resolution\": [],\n",
    "    \"transform\": [],\n",
    "    \"bounds\": [],\n",
    "    \"shape\": [],\n",
    "}\n",
    "\n",
    "# Compare each raster\n",
    "for name, img in resampled_images.items():\n",
    "    res = img.rio.resolution()\n",
    "    tr = img.rio.transform()\n",
    "    bounds = img.rio.bounds()\n",
    "    shape = img.shape\n",
    "\n",
    "    if res != ref_res:\n",
    "        inconsistencies[\"resolution\"].append((name, res))\n",
    "    if tr != ref_transform:\n",
    "        inconsistencies[\"transform\"].append((name, tr))\n",
    "    if bounds != ref_bounds:\n",
    "        inconsistencies[\"bounds\"].append((name, bounds))\n",
    "    if shape != ref_shape:\n",
    "        inconsistencies[\"shape\"].append((name, shape))\n",
    "\n",
    "# Report findings\n",
    "if not any(inconsistencies.values()):\n",
    "    print(\"✅ All rasters have identical resolution, transform, bounds, and shape.\")\n",
    "else:\n",
    "    print(\"❌ Inconsistencies found:\")\n",
    "    pprint(inconsistencies)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "3ac4d327-47e2-429e-a99c-69df29d4ba9e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(1, 1768, 2123)\n",
      "| 2605.16, 0.00,-2732000.00|\n",
      "| 0.00,-2605.16, 2373000.00|\n",
      "| 0.00, 0.00, 1.00|\n"
     ]
    }
   ],
   "source": [
    "print(ref_shape)\n",
    "print(sat_imt2m.rio.transform())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "876d8393-5611-4611-a54d-5b0b1c85b08f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<script type=\"esms-options\">{\"shimMode\": true}</script><style>*[data-root-id],\n",
       "*[data-root-id] > * {\n",
       "  box-sizing: border-box;\n",
       "  font-family: var(--jp-ui-font-family);\n",
       "  font-size: var(--jp-ui-font-size1);\n",
       "  color: var(--vscode-editor-foreground, var(--jp-ui-font-color1));\n",
       "}\n",
       "\n",
       "/* Override VSCode background color */\n",
       ".cell-output-ipywidget-background:has(\n",
       "    > .cell-output-ipywidget-background > .lm-Widget > *[data-root-id]\n",
       "  ),\n",
       ".cell-output-ipywidget-background:has(> .lm-Widget > *[data-root-id]) {\n",
       "  background-color: transparent !important;\n",
       "}\n",
       "</style>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function now() {\n",
       "    return new Date();\n",
       "  }\n",
       "\n",
       "  const force = true;\n",
       "  const py_version = '3.7.3'.replace('rc', '-rc.').replace('.dev', '-dev.');\n",
       "  const reloading = false;\n",
       "  const Bokeh = root.Bokeh;\n",
       "\n",
       "  // Set a timeout for this load but only if we are not already initializing\n",
       "  if (typeof (root._bokeh_timeout) === \"undefined\" || (force || !root._bokeh_is_initializing)) {\n",
       "    root._bokeh_timeout = Date.now() + 5000;\n",
       "    root._bokeh_failed_load = false;\n",
       "  }\n",
       "\n",
       "  function run_callbacks() {\n",
       "    try {\n",
       "      root._bokeh_onload_callbacks.forEach(function(callback) {\n",
       "        if (callback != null)\n",
       "          callback();\n",
       "      });\n",
       "    } finally {\n",
       "      delete root._bokeh_onload_callbacks;\n",
       "    }\n",
       "    console.debug(\"Bokeh: all callbacks have finished\");\n",
       "  }\n",
       "\n",
       "  function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n",
       "    if (css_urls == null) css_urls = [];\n",
       "    if (js_urls == null) js_urls = [];\n",
       "    if (js_modules == null) js_modules = [];\n",
       "    if (js_exports == null) js_exports = {};\n",
       "\n",
       "    root._bokeh_onload_callbacks.push(callback);\n",
       "\n",
       "    if (root._bokeh_is_loading > 0) {\n",
       "      // Don't load bokeh if it is still initializing\n",
       "      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
       "      return null;\n",
       "    } else if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n",
       "      // There is nothing to load\n",
       "      run_callbacks();\n",
       "      return null;\n",
       "    }\n",
       "\n",
       "    function on_load() {\n",
       "      root._bokeh_is_loading--;\n",
       "      if (root._bokeh_is_loading === 0) {\n",
       "        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n",
       "        run_callbacks()\n",
       "      }\n",
       "    }\n",
       "    window._bokeh_on_load = on_load\n",
       "\n",
       "    function on_error(e) {\n",
       "      const src_el = e.srcElement\n",
       "      console.error(\"failed to load \" + (src_el.href || src_el.src));\n",
       "    }\n",
       "\n",
       "    const skip = [];\n",
       "    if (window.requirejs) {\n",
       "      window.requirejs.config({'packages': {}, 'paths': {}, 'shim': {}});\n",
       "      root._bokeh_is_loading = css_urls.length + 0;\n",
       "    } else {\n",
       "      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n",
       "    }\n",
       "\n",
       "    const existing_stylesheets = []\n",
       "    const links = document.getElementsByTagName('link')\n",
       "    for (let i = 0; i < links.length; i++) {\n",
       "      const link = links[i]\n",
       "      if (link.href != null) {\n",
       "        existing_stylesheets.push(link.href)\n",
       "      }\n",
       "    }\n",
       "    for (let i = 0; i < css_urls.length; i++) {\n",
       "      const url = css_urls[i];\n",
       "      const escaped = encodeURI(url)\n",
       "      if (existing_stylesheets.indexOf(escaped) !== -1) {\n",
       "        on_load()\n",
       "        continue;\n",
       "      }\n",
       "      const element = document.createElement(\"link\");\n",
       "      element.onload = on_load;\n",
       "      element.onerror = on_error;\n",
       "      element.rel = \"stylesheet\";\n",
       "      element.type = \"text/css\";\n",
       "      element.href = url;\n",
       "      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n",
       "      document.body.appendChild(element);\n",
       "    }    var existing_scripts = []\n",
       "    const scripts = document.getElementsByTagName('script')\n",
       "    for (let i = 0; i < scripts.length; i++) {\n",
       "      var script = scripts[i]\n",
       "      if (script.src != null) {\n",
       "        existing_scripts.push(script.src)\n",
       "      }\n",
       "    }\n",
       "    for (let i = 0; i < js_urls.length; i++) {\n",
       "      const url = js_urls[i];\n",
       "      const escaped = encodeURI(url)\n",
       "      if (skip.indexOf(escaped) !== -1 || existing_scripts.indexOf(escaped) !== -1) {\n",
       "        if (!window.requirejs) {\n",
       "          on_load();\n",
       "        }\n",
       "        continue;\n",
       "      }\n",
       "      const element = document.createElement('script');\n",
       "      element.onload = on_load;\n",
       "      element.onerror = on_error;\n",
       "      element.async = false;\n",
       "      element.src = url;\n",
       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "      document.head.appendChild(element);\n",
       "    }\n",
       "    for (let i = 0; i < js_modules.length; i++) {\n",
       "      const url = js_modules[i];\n",
       "      const escaped = encodeURI(url)\n",
       "      if (skip.indexOf(escaped) !== -1 || existing_scripts.indexOf(escaped) !== -1) {\n",
       "        if (!window.requirejs) {\n",
       "          on_load();\n",
       "        }\n",
       "        continue;\n",
       "      }\n",
       "      var element = document.createElement('script');\n",
       "      element.onload = on_load;\n",
       "      element.onerror = on_error;\n",
       "      element.async = false;\n",
       "      element.src = url;\n",
       "      element.type = \"module\";\n",
       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "      document.head.appendChild(element);\n",
       "    }\n",
       "    for (const name in js_exports) {\n",
       "      const url = js_exports[name];\n",
       "      const escaped = encodeURI(url)\n",
       "      if (skip.indexOf(escaped) >= 0 || root[name] != null) {\n",
       "        if (!window.requirejs) {\n",
       "          on_load();\n",
       "        }\n",
       "        continue;\n",
       "      }\n",
       "      var element = document.createElement('script');\n",
       "      element.onerror = on_error;\n",
       "      element.async = false;\n",
       "      element.type = \"module\";\n",
       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "      element.textContent = `\n",
       "      import ${name} from \"${url}\"\n",
       "      window.${name} = ${name}\n",
       "      window._bokeh_on_load()\n",
       "      `\n",
       "      document.head.appendChild(element);\n",
       "    }\n",
       "    if (!js_urls.length && !js_modules.length) {\n",
       "      on_load()\n",
       "    }\n",
       "  };\n",
       "\n",
       "  function inject_raw_css(css) {\n",
       "    const element = document.createElement(\"style\");\n",
       "    element.appendChild(document.createTextNode(css));\n",
       "    document.body.appendChild(element);\n",
       "  }\n",
       "\n",
       "  const js_urls = [\"https://cdn.holoviz.org/panel/1.7.0/dist/bundled/reactiveesm/es-module-shims@^1.10.0/dist/es-module-shims.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-3.7.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.7.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.7.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.7.3.min.js\", \"https://cdn.holoviz.org/panel/1.7.0/dist/panel.min.js\"];\n",
       "  const js_modules = [];\n",
       "  const js_exports = {};\n",
       "  const css_urls = [];\n",
       "  const inline_js = [    function(Bokeh) {\n",
       "      Bokeh.set_log_level(\"info\");\n",
       "    },\n",
       "function(Bokeh) {} // ensure no trailing comma for IE\n",
       "  ];\n",
       "\n",
       "  function run_inline_js() {\n",
       "    if ((root.Bokeh !== undefined) || (force === true)) {\n",
       "      for (let i = 0; i < inline_js.length; i++) {\n",
       "        try {\n",
       "          inline_js[i].call(root, root.Bokeh);\n",
       "        } catch(e) {\n",
       "          if (!reloading) {\n",
       "            throw e;\n",
       "          }\n",
       "        }\n",
       "      }\n",
       "      // Cache old bokeh versions\n",
       "      if (Bokeh != undefined && !reloading) {\n",
       "        var NewBokeh = root.Bokeh;\n",
       "        if (Bokeh.versions === undefined) {\n",
       "          Bokeh.versions = new Map();\n",
       "        }\n",
       "        if (NewBokeh.version !== Bokeh.version) {\n",
       "          Bokeh.versions.set(NewBokeh.version, NewBokeh)\n",
       "        }\n",
       "        root.Bokeh = Bokeh;\n",
       "      }\n",
       "    } else if (Date.now() < root._bokeh_timeout) {\n",
       "      setTimeout(run_inline_js, 100);\n",
       "    } else if (!root._bokeh_failed_load) {\n",
       "      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
       "      root._bokeh_failed_load = true;\n",
       "    }\n",
       "    root._bokeh_is_initializing = false\n",
       "  }\n",
       "\n",
       "  function load_or_wait() {\n",
       "    // Implement a backoff loop that tries to ensure we do not load multiple\n",
       "    // versions of Bokeh and its dependencies at the same time.\n",
       "    // In recent versions we use the root._bokeh_is_initializing flag\n",
       "    // to determine whether there is an ongoing attempt to initialize\n",
       "    // bokeh, however for backward compatibility we also try to ensure\n",
       "    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n",
       "    // before older versions are fully initialized.\n",
       "    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n",
       "      // If the timeout and bokeh was not successfully loaded we reset\n",
       "      // everything and try loading again\n",
       "      root._bokeh_timeout = Date.now() + 5000;\n",
       "      root._bokeh_is_initializing = false;\n",
       "      root._bokeh_onload_callbacks = undefined;\n",
       "      root._bokeh_is_loading = 0\n",
       "      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n",
       "      load_or_wait();\n",
       "    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n",
       "      setTimeout(load_or_wait, 100);\n",
       "    } else {\n",
       "      root._bokeh_is_initializing = true\n",
       "      root._bokeh_onload_callbacks = []\n",
       "      const bokeh_loaded = root.Bokeh != null && (root.Bokeh.version === py_version || (root.Bokeh.versions !== undefined && root.Bokeh.versions.has(py_version)));\n",
       "      if (!reloading && !bokeh_loaded) {\n",
       "        if (root.Bokeh) {\n",
       "          root.Bokeh = undefined;\n",
       "        }\n",
       "        console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "      }\n",
       "      load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n",
       "        console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "        run_inline_js();\n",
       "      });\n",
       "    }\n",
       "  }\n",
       "  // Give older versions of the autoload script a head-start to ensure\n",
       "  // they initialize before we start loading newer version.\n",
       "  setTimeout(load_or_wait, 100)\n",
       "}(window));"
      ],
      "application/vnd.holoviews_load.v0+json": "(function(root) {\n  function now() {\n    return new Date();\n  }\n\n  const force = true;\n  const py_version = '3.7.3'.replace('rc', '-rc.').replace('.dev', '-dev.');\n  const reloading = false;\n  const Bokeh = root.Bokeh;\n\n  // Set a timeout for this load but only if we are not already initializing\n  if (typeof (root._bokeh_timeout) === \"undefined\" || (force || !root._bokeh_is_initializing)) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) {\n        if (callback != null)\n          callback();\n      });\n    } finally {\n      delete root._bokeh_onload_callbacks;\n    }\n    console.debug(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n    if (css_urls == null) css_urls = [];\n    if (js_urls == null) js_urls = [];\n    if (js_modules == null) js_modules = [];\n    if (js_exports == null) js_exports = {};\n\n    root._bokeh_onload_callbacks.push(callback);\n\n    if (root._bokeh_is_loading > 0) {\n      // Don't load bokeh if it is still initializing\n      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    } else if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n      // There is nothing to load\n      run_callbacks();\n      return null;\n    }\n\n    function on_load() {\n      root._bokeh_is_loading--;\n      if (root._bokeh_is_loading === 0) {\n        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n        run_callbacks()\n      }\n    }\n    window._bokeh_on_load = on_load\n\n    function on_error(e) {\n      const src_el = e.srcElement\n      console.error(\"failed to load \" + (src_el.href || src_el.src));\n    }\n\n    const skip = [];\n    if (window.requirejs) {\n      window.requirejs.config({'packages': {}, 'paths': {}, 'shim': {}});\n      root._bokeh_is_loading = css_urls.length + 0;\n    } else {\n      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n    }\n\n    const existing_stylesheets = []\n    const links = document.getElementsByTagName('link')\n    for (let i = 0; i < links.length; i++) {\n      const link = links[i]\n      if (link.href != null) {\n        existing_stylesheets.push(link.href)\n      }\n    }\n    for (let i = 0; i < css_urls.length; i++) {\n      const url = css_urls[i];\n      const escaped = encodeURI(url)\n      if (existing_stylesheets.indexOf(escaped) !== -1) {\n        on_load()\n        continue;\n      }\n      const element = document.createElement(\"link\");\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.rel = \"stylesheet\";\n      element.type = \"text/css\";\n      element.href = url;\n      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n      document.body.appendChild(element);\n    }    var existing_scripts = []\n    const scripts = document.getElementsByTagName('script')\n    for (let i = 0; i < scripts.length; i++) {\n      var script = scripts[i]\n      if (script.src != null) {\n        existing_scripts.push(script.src)\n      }\n    }\n    for (let i = 0; i < js_urls.length; i++) {\n      const url = js_urls[i];\n      const escaped = encodeURI(url)\n      if (skip.indexOf(escaped) !== -1 || existing_scripts.indexOf(escaped) !== -1) {\n        if (!window.requirejs) {\n          on_load();\n        }\n        continue;\n      }\n      const element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (let i = 0; i < js_modules.length; i++) {\n      const url = js_modules[i];\n      const escaped = encodeURI(url)\n      if (skip.indexOf(escaped) !== -1 || existing_scripts.indexOf(escaped) !== -1) {\n        if (!window.requirejs) {\n          on_load();\n        }\n        continue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (const name in js_exports) {\n      const url = js_exports[name];\n      const escaped = encodeURI(url)\n      if (skip.indexOf(escaped) >= 0 || root[name] != null) {\n        if (!window.requirejs) {\n          on_load();\n        }\n        continue;\n      }\n      var element = document.createElement('script');\n      element.onerror = on_error;\n      element.async = false;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      element.textContent = `\n      import ${name} from \"${url}\"\n      window.${name} = ${name}\n      window._bokeh_on_load()\n      `\n      document.head.appendChild(element);\n    }\n    if (!js_urls.length && !js_modules.length) {\n      on_load()\n    }\n  };\n\n  function inject_raw_css(css) {\n    const element = document.createElement(\"style\");\n    element.appendChild(document.createTextNode(css));\n    document.body.appendChild(element);\n  }\n\n  const js_urls = [\"https://cdn.holoviz.org/panel/1.7.0/dist/bundled/reactiveesm/es-module-shims@^1.10.0/dist/es-module-shims.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-3.7.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.7.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.7.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.7.3.min.js\", \"https://cdn.holoviz.org/panel/1.7.0/dist/panel.min.js\"];\n  const js_modules = [];\n  const js_exports = {};\n  const css_urls = [];\n  const inline_js = [    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n  ];\n\n  function run_inline_js() {\n    if ((root.Bokeh !== undefined) || (force === true)) {\n      for (let i = 0; i < inline_js.length; i++) {\n        try {\n          inline_js[i].call(root, root.Bokeh);\n        } catch(e) {\n          if (!reloading) {\n            throw e;\n          }\n        }\n      }\n      // Cache old bokeh versions\n      if (Bokeh != undefined && !reloading) {\n        var NewBokeh = root.Bokeh;\n        if (Bokeh.versions === undefined) {\n          Bokeh.versions = new Map();\n        }\n        if (NewBokeh.version !== Bokeh.version) {\n          Bokeh.versions.set(NewBokeh.version, NewBokeh)\n        }\n        root.Bokeh = Bokeh;\n      }\n    } else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    }\n    root._bokeh_is_initializing = false\n  }\n\n  function load_or_wait() {\n    // Implement a backoff loop that tries to ensure we do not load multiple\n    // versions of Bokeh and its dependencies at the same time.\n    // In recent versions we use the root._bokeh_is_initializing flag\n    // to determine whether there is an ongoing attempt to initialize\n    // bokeh, however for backward compatibility we also try to ensure\n    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n    // before older versions are fully initialized.\n    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n      // If the timeout and bokeh was not successfully loaded we reset\n      // everything and try loading again\n      root._bokeh_timeout = Date.now() + 5000;\n      root._bokeh_is_initializing = false;\n      root._bokeh_onload_callbacks = undefined;\n      root._bokeh_is_loading = 0\n      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n      load_or_wait();\n    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n      setTimeout(load_or_wait, 100);\n    } else {\n      root._bokeh_is_initializing = true\n      root._bokeh_onload_callbacks = []\n      const bokeh_loaded = root.Bokeh != null && (root.Bokeh.version === py_version || (root.Bokeh.versions !== undefined && root.Bokeh.versions.has(py_version)));\n      if (!reloading && !bokeh_loaded) {\n        if (root.Bokeh) {\n          root.Bokeh = undefined;\n        }\n        console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n      }\n      load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n        console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n        run_inline_js();\n      });\n    }\n  }\n  // Give older versions of the autoload script a head-start to ensure\n  // they initialize before we start loading newer version.\n  setTimeout(load_or_wait, 100)\n}(window));"
     },
     "metadata": {},
     "output_type": "display_data"
    },
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     "data": {
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       "        existing_scripts.push(script.src)\n",
       "      }\n",
       "    }\n",
       "    for (let i = 0; i < js_urls.length; i++) {\n",
       "      const url = js_urls[i];\n",
       "      const escaped = encodeURI(url)\n",
       "      if (skip.indexOf(escaped) !== -1 || existing_scripts.indexOf(escaped) !== -1) {\n",
       "        if (!window.requirejs) {\n",
       "          on_load();\n",
       "        }\n",
       "        continue;\n",
       "      }\n",
       "      const element = document.createElement('script');\n",
       "      element.onload = on_load;\n",
       "      element.onerror = on_error;\n",
       "      element.async = false;\n",
       "      element.src = url;\n",
       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "      document.head.appendChild(element);\n",
       "    }\n",
       "    for (let i = 0; i < js_modules.length; i++) {\n",
       "      const url = js_modules[i];\n",
       "      const escaped = encodeURI(url)\n",
       "      if (skip.indexOf(escaped) !== -1 || existing_scripts.indexOf(escaped) !== -1) {\n",
       "        if (!window.requirejs) {\n",
       "          on_load();\n",
       "        }\n",
       "        continue;\n",
       "      }\n",
       "      var element = document.createElement('script');\n",
       "      element.onload = on_load;\n",
       "      element.onerror = on_error;\n",
       "      element.async = false;\n",
       "      element.src = url;\n",
       "      element.type = \"module\";\n",
       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "      document.head.appendChild(element);\n",
       "    }\n",
       "    for (const name in js_exports) {\n",
       "      const url = js_exports[name];\n",
       "      const escaped = encodeURI(url)\n",
       "      if (skip.indexOf(escaped) >= 0 || root[name] != null) {\n",
       "        if (!window.requirejs) {\n",
       "          on_load();\n",
       "        }\n",
       "        continue;\n",
       "      }\n",
       "      var element = document.createElement('script');\n",
       "      element.onerror = on_error;\n",
       "      element.async = false;\n",
       "      element.type = \"module\";\n",
       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "      element.textContent = `\n",
       "      import ${name} from \"${url}\"\n",
       "      window.${name} = ${name}\n",
       "      window._bokeh_on_load()\n",
       "      `\n",
       "      document.head.appendChild(element);\n",
       "    }\n",
       "    if (!js_urls.length && !js_modules.length) {\n",
       "      on_load()\n",
       "    }\n",
       "  };\n",
       "\n",
       "  function inject_raw_css(css) {\n",
       "    const element = document.createElement(\"style\");\n",
       "    element.appendChild(document.createTextNode(css));\n",
       "    document.body.appendChild(element);\n",
       "  }\n",
       "\n",
       "  const js_urls = [\"https://cdn.holoviz.org/panel/1.7.0/dist/bundled/reactiveesm/es-module-shims@^1.10.0/dist/es-module-shims.min.js\"];\n",
       "  const js_modules = [];\n",
       "  const js_exports = {};\n",
       "  const css_urls = [];\n",
       "  const inline_js = [    function(Bokeh) {\n",
       "      Bokeh.set_log_level(\"info\");\n",
       "    },\n",
       "function(Bokeh) {} // ensure no trailing comma for IE\n",
       "  ];\n",
       "\n",
       "  function run_inline_js() {\n",
       "    if ((root.Bokeh !== undefined) || (force === true)) {\n",
       "      for (let i = 0; i < inline_js.length; i++) {\n",
       "        try {\n",
       "          inline_js[i].call(root, root.Bokeh);\n",
       "        } catch(e) {\n",
       "          if (!reloading) {\n",
       "            throw e;\n",
       "          }\n",
       "        }\n",
       "      }\n",
       "      // Cache old bokeh versions\n",
       "      if (Bokeh != undefined && !reloading) {\n",
       "        var NewBokeh = root.Bokeh;\n",
       "        if (Bokeh.versions === undefined) {\n",
       "          Bokeh.versions = new Map();\n",
       "        }\n",
       "        if (NewBokeh.version !== Bokeh.version) {\n",
       "          Bokeh.versions.set(NewBokeh.version, NewBokeh)\n",
       "        }\n",
       "        root.Bokeh = Bokeh;\n",
       "      }\n",
       "    } else if (Date.now() < root._bokeh_timeout) {\n",
       "      setTimeout(run_inline_js, 100);\n",
       "    } else if (!root._bokeh_failed_load) {\n",
       "      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
       "      root._bokeh_failed_load = true;\n",
       "    }\n",
       "    root._bokeh_is_initializing = false\n",
       "  }\n",
       "\n",
       "  function load_or_wait() {\n",
       "    // Implement a backoff loop that tries to ensure we do not load multiple\n",
       "    // versions of Bokeh and its dependencies at the same time.\n",
       "    // In recent versions we use the root._bokeh_is_initializing flag\n",
       "    // to determine whether there is an ongoing attempt to initialize\n",
       "    // bokeh, however for backward compatibility we also try to ensure\n",
       "    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n",
       "    // before older versions are fully initialized.\n",
       "    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n",
       "      // If the timeout and bokeh was not successfully loaded we reset\n",
       "      // everything and try loading again\n",
       "      root._bokeh_timeout = Date.now() + 5000;\n",
       "      root._bokeh_is_initializing = false;\n",
       "      root._bokeh_onload_callbacks = undefined;\n",
       "      root._bokeh_is_loading = 0\n",
       "      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n",
       "      load_or_wait();\n",
       "    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n",
       "      setTimeout(load_or_wait, 100);\n",
       "    } else {\n",
       "      root._bokeh_is_initializing = true\n",
       "      root._bokeh_onload_callbacks = []\n",
       "      const bokeh_loaded = root.Bokeh != null && (root.Bokeh.version === py_version || (root.Bokeh.versions !== undefined && root.Bokeh.versions.has(py_version)));\n",
       "      if (!reloading && !bokeh_loaded) {\n",
       "        if (root.Bokeh) {\n",
       "          root.Bokeh = undefined;\n",
       "        }\n",
       "        console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "      }\n",
       "      load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n",
       "        console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "        run_inline_js();\n",
       "      });\n",
       "    }\n",
       "  }\n",
       "  // Give older versions of the autoload script a head-start to ensure\n",
       "  // they initialize before we start loading newer version.\n",
       "  setTimeout(load_or_wait, 100)\n",
       "}(window));"
      ],
      "application/vnd.holoviews_load.v0+json": "(function(root) {\n  function now() {\n    return new Date();\n  }\n\n  const force = false;\n  const py_version = '3.7.3'.replace('rc', '-rc.').replace('.dev', '-dev.');\n  const reloading = true;\n  const Bokeh = root.Bokeh;\n\n  // Set a timeout for this load but only if we are not already initializing\n  if (typeof (root._bokeh_timeout) === \"undefined\" || (force || !root._bokeh_is_initializing)) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) {\n        if (callback != null)\n          callback();\n      });\n    } finally {\n      delete root._bokeh_onload_callbacks;\n    }\n    console.debug(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n    if (css_urls == null) css_urls = [];\n    if (js_urls == null) js_urls = [];\n    if (js_modules == null) js_modules = [];\n    if (js_exports == null) js_exports = {};\n\n    root._bokeh_onload_callbacks.push(callback);\n\n    if (root._bokeh_is_loading > 0) {\n      // Don't load bokeh if it is still initializing\n      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    } else if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n      // There is nothing to load\n      run_callbacks();\n      return null;\n    }\n\n    function on_load() {\n      root._bokeh_is_loading--;\n      if (root._bokeh_is_loading === 0) {\n        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n        run_callbacks()\n      }\n    }\n    window._bokeh_on_load = on_load\n\n    function on_error(e) {\n      const src_el = e.srcElement\n      console.error(\"failed to load \" + (src_el.href || src_el.src));\n    }\n\n    const skip = [];\n    if (window.requirejs) {\n      window.requirejs.config({'packages': {}, 'paths': {}, 'shim': {}});\n      root._bokeh_is_loading = css_urls.length + 0;\n    } else {\n      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n    }\n\n    const existing_stylesheets = []\n    const links = document.getElementsByTagName('link')\n    for (let i = 0; i < links.length; i++) {\n      const link = links[i]\n      if (link.href != null) {\n        existing_stylesheets.push(link.href)\n      }\n    }\n    for (let i = 0; i < css_urls.length; i++) {\n      const url = css_urls[i];\n      const escaped = encodeURI(url)\n      if (existing_stylesheets.indexOf(escaped) !== -1) {\n        on_load()\n        continue;\n      }\n      const element = document.createElement(\"link\");\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.rel = \"stylesheet\";\n      element.type = \"text/css\";\n      element.href = url;\n      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n      document.body.appendChild(element);\n    }    var existing_scripts = []\n    const scripts = document.getElementsByTagName('script')\n    for (let i = 0; i < scripts.length; i++) {\n      var script = scripts[i]\n      if (script.src != null) {\n        existing_scripts.push(script.src)\n      }\n    }\n    for (let i = 0; i < js_urls.length; i++) {\n      const url = js_urls[i];\n      const escaped = encodeURI(url)\n      if (skip.indexOf(escaped) !== -1 || existing_scripts.indexOf(escaped) !== -1) {\n        if (!window.requirejs) {\n          on_load();\n        }\n        continue;\n      }\n      const element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (let i = 0; i < js_modules.length; i++) {\n      const url = js_modules[i];\n      const escaped = encodeURI(url)\n      if (skip.indexOf(escaped) !== -1 || existing_scripts.indexOf(escaped) !== -1) {\n        if (!window.requirejs) {\n          on_load();\n        }\n        continue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (const name in js_exports) {\n      const url = js_exports[name];\n      const escaped = encodeURI(url)\n      if (skip.indexOf(escaped) >= 0 || root[name] != null) {\n        if (!window.requirejs) {\n          on_load();\n        }\n        continue;\n      }\n      var element = document.createElement('script');\n      element.onerror = on_error;\n      element.async = false;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      element.textContent = `\n      import ${name} from \"${url}\"\n      window.${name} = ${name}\n      window._bokeh_on_load()\n      `\n      document.head.appendChild(element);\n    }\n    if (!js_urls.length && !js_modules.length) {\n      on_load()\n    }\n  };\n\n  function inject_raw_css(css) {\n    const element = document.createElement(\"style\");\n    element.appendChild(document.createTextNode(css));\n    document.body.appendChild(element);\n  }\n\n  const js_urls = [\"https://cdn.holoviz.org/panel/1.7.0/dist/bundled/reactiveesm/es-module-shims@^1.10.0/dist/es-module-shims.min.js\"];\n  const js_modules = [];\n  const js_exports = {};\n  const css_urls = [];\n  const inline_js = [    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n  ];\n\n  function run_inline_js() {\n    if ((root.Bokeh !== undefined) || (force === true)) {\n      for (let i = 0; i < inline_js.length; i++) {\n        try {\n          inline_js[i].call(root, root.Bokeh);\n        } catch(e) {\n          if (!reloading) {\n            throw e;\n          }\n        }\n      }\n      // Cache old bokeh versions\n      if (Bokeh != undefined && !reloading) {\n        var NewBokeh = root.Bokeh;\n        if (Bokeh.versions === undefined) {\n          Bokeh.versions = new Map();\n        }\n        if (NewBokeh.version !== Bokeh.version) {\n          Bokeh.versions.set(NewBokeh.version, NewBokeh)\n        }\n        root.Bokeh = Bokeh;\n      }\n    } else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    }\n    root._bokeh_is_initializing = false\n  }\n\n  function load_or_wait() {\n    // Implement a backoff loop that tries to ensure we do not load multiple\n    // versions of Bokeh and its dependencies at the same time.\n    // In recent versions we use the root._bokeh_is_initializing flag\n    // to determine whether there is an ongoing attempt to initialize\n    // bokeh, however for backward compatibility we also try to ensure\n    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n    // before older versions are fully initialized.\n    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n      // If the timeout and bokeh was not successfully loaded we reset\n      // everything and try loading again\n      root._bokeh_timeout = Date.now() + 5000;\n      root._bokeh_is_initializing = false;\n      root._bokeh_onload_callbacks = undefined;\n      root._bokeh_is_loading = 0\n      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n      load_or_wait();\n    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n      setTimeout(load_or_wait, 100);\n    } else {\n      root._bokeh_is_initializing = true\n      root._bokeh_onload_callbacks = []\n      const bokeh_loaded = root.Bokeh != null && (root.Bokeh.version === py_version || (root.Bokeh.versions !== undefined && root.Bokeh.versions.has(py_version)));\n      if (!reloading && !bokeh_loaded) {\n        if (root.Bokeh) {\n          root.Bokeh = undefined;\n        }\n        console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n      }\n      load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n        console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n        run_inline_js();\n      });\n    }\n  }\n  // Give older versions of the autoload script a head-start to ensure\n  // they initialize before we start loading newer version.\n  setTimeout(load_or_wait, 100)\n}(window));"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "\n",
       "if ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n",
       "  window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n",
       "}\n",
       "\n",
       "\n",
       "    function JupyterCommManager() {\n",
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       "    JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n",
       "      if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n",
       "        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n",
       "        comm_manager.register_target(comm_id, function(comm) {\n",
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       "        });\n",
       "      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n",
       "        window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n",
       "          comm.onMsg = msg_handler;\n",
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       "      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n",
       "        google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n",
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       "      } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n",
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       "\n",
       "\n",
       "var JS_MIME_TYPE = 'application/javascript';\n",
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       "  var script = document.createElement(\"script\");\n",
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       " */\n",
       "function handle_add_output(event, handle) {\n",
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       "  var output = handle.output;\n",
       "  if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n",
       "    return\n",
       "  }\n",
       "  var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n",
       "  var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n",
       "  if (id !== undefined) {\n",
       "    var nchildren = toinsert.length;\n",
       "    var html_node = toinsert[nchildren-1].children[0];\n",
       "    html_node.innerHTML = output.data[HTML_MIME_TYPE];\n",
       "    var scripts = [];\n",
       "    var nodelist = html_node.querySelectorAll(\"script\");\n",
       "    for (var i in nodelist) {\n",
       "      if (nodelist.hasOwnProperty(i)) {\n",
       "        scripts.push(nodelist[i])\n",
       "      }\n",
       "    }\n",
       "\n",
       "    scripts.forEach( function (oldScript) {\n",
       "      var newScript = document.createElement(\"script\");\n",
       "      var attrs = [];\n",
       "      var nodemap = oldScript.attributes;\n",
       "      for (var j in nodemap) {\n",
       "        if (nodemap.hasOwnProperty(j)) {\n",
       "          attrs.push(nodemap[j])\n",
       "        }\n",
       "      }\n",
       "      attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n",
       "      newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n",
       "      oldScript.parentNode.replaceChild(newScript, oldScript);\n",
       "    });\n",
       "    if (JS_MIME_TYPE in output.data) {\n",
       "      toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n",
       "    }\n",
       "    output_area._hv_plot_id = id;\n",
       "    if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n",
       "      window.PyViz.plot_index[id] = Bokeh.index[id];\n",
       "    } else {\n",
       "      window.PyViz.plot_index[id] = null;\n",
       "    }\n",
       "  } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n",
       "    var bk_div = document.createElement(\"div\");\n",
       "    bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n",
       "    var script_attrs = bk_div.children[0].attributes;\n",
       "    for (var i = 0; i < script_attrs.length; i++) {\n",
       "      toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n",
       "    }\n",
       "    // store reference to server id on output_area\n",
       "    output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n",
       "  }\n",
       "}\n",
       "\n",
       "/**\n",
       " * Handle when an output is cleared or removed\n",
       " */\n",
       "function handle_clear_output(event, handle) {\n",
       "  var id = handle.cell.output_area._hv_plot_id;\n",
       "  var server_id = handle.cell.output_area._bokeh_server_id;\n",
       "  if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n",
       "  var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n",
       "  if (server_id !== null) {\n",
       "    comm.send({event_type: 'server_delete', 'id': server_id});\n",
       "    return;\n",
       "  } else if (comm !== null) {\n",
       "    comm.send({event_type: 'delete', 'id': id});\n",
       "  }\n",
       "  delete PyViz.plot_index[id];\n",
       "  if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n",
       "    var doc = window.Bokeh.index[id].model.document\n",
       "    doc.clear();\n",
       "    const i = window.Bokeh.documents.indexOf(doc);\n",
       "    if (i > -1) {\n",
       "      window.Bokeh.documents.splice(i, 1);\n",
       "    }\n",
       "  }\n",
       "}\n",
       "\n",
       "/**\n",
       " * Handle kernel restart event\n",
       " */\n",
       "function handle_kernel_cleanup(event, handle) {\n",
       "  delete PyViz.comms[\"hv-extension-comm\"];\n",
       "  window.PyViz.plot_index = {}\n",
       "}\n",
       "\n",
       "/**\n",
       " * Handle update_display_data messages\n",
       " */\n",
       "function handle_update_output(event, handle) {\n",
       "  handle_clear_output(event, {cell: {output_area: handle.output_area}})\n",
       "  handle_add_output(event, handle)\n",
       "}\n",
       "\n",
       "function register_renderer(events, OutputArea) {\n",
       "  function append_mime(data, metadata, element) {\n",
       "    // create a DOM node to render to\n",
       "    var toinsert = this.create_output_subarea(\n",
       "    metadata,\n",
       "    CLASS_NAME,\n",
       "    EXEC_MIME_TYPE\n",
       "    );\n",
       "    this.keyboard_manager.register_events(toinsert);\n",
       "    // Render to node\n",
       "    var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n",
       "    render(props, toinsert[0]);\n",
       "    element.append(toinsert);\n",
       "    return toinsert\n",
       "  }\n",
       "\n",
       "  events.on('output_added.OutputArea', handle_add_output);\n",
       "  events.on('output_updated.OutputArea', handle_update_output);\n",
       "  events.on('clear_output.CodeCell', handle_clear_output);\n",
       "  events.on('delete.Cell', handle_clear_output);\n",
       "  events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n",
       "\n",
       "  OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n",
       "    safe: true,\n",
       "    index: 0\n",
       "  });\n",
       "}\n",
       "\n",
       "if (window.Jupyter !== undefined) {\n",
       "  try {\n",
       "    var events = require('base/js/events');\n",
       "    var OutputArea = require('notebook/js/outputarea').OutputArea;\n",
       "    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n",
       "      register_renderer(events, OutputArea);\n",
       "    }\n",
       "  } catch(err) {\n",
       "  }\n",
       "}\n"
      ],
      "application/vnd.holoviews_load.v0+json": "\nif ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n  window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n}\n\n\n    function JupyterCommManager() {\n    }\n\n    JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n      if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n        comm_manager.register_target(comm_id, function(comm) {\n          comm.on_msg(msg_handler);\n        });\n      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n        window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n          comm.onMsg = msg_handler;\n        });\n      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n        google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n          var messages = comm.messages[Symbol.asyncIterator]();\n          function processIteratorResult(result) {\n            var message = result.value;\n            console.log(message)\n            var content = {data: message.data, comm_id};\n            var buffers = []\n            for (var buffer of message.buffers || []) {\n              buffers.push(new DataView(buffer))\n            }\n            var metadata = message.metadata || {};\n            var msg = {content, buffers, metadata}\n            msg_handler(msg);\n            return messages.next().then(processIteratorResult);\n          }\n          return messages.next().then(processIteratorResult);\n        })\n      }\n    }\n\n    JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n      if (comm_id in window.PyViz.comms) {\n        return window.PyViz.comms[comm_id];\n      } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n        var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n        if (msg_handler) {\n          comm.on_msg(msg_handler);\n        }\n      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n        var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n        comm.open();\n        if (msg_handler) {\n          comm.onMsg = msg_handler;\n        }\n      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n        var comm_promise = google.colab.kernel.comms.open(comm_id)\n        comm_promise.then((comm) => {\n          window.PyViz.comms[comm_id] = comm;\n          if (msg_handler) {\n            var messages = comm.messages[Symbol.asyncIterator]();\n            function processIteratorResult(result) {\n              var message = result.value;\n              var content = {data: message.data};\n              var metadata = message.metadata || {comm_id};\n              var msg = {content, metadata}\n              msg_handler(msg);\n              return messages.next().then(processIteratorResult);\n            }\n            return messages.next().then(processIteratorResult);\n          }\n        })\n        var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n          return comm_promise.then((comm) => {\n            comm.send(data, metadata, buffers, disposeOnDone);\n          });\n        };\n        var comm = {\n          send: sendClosure\n        };\n      }\n      window.PyViz.comms[comm_id] = comm;\n      return comm;\n    }\n    window.PyViz.comm_manager = new JupyterCommManager();\n    \n\n\nvar JS_MIME_TYPE = 'application/javascript';\nvar HTML_MIME_TYPE = 'text/html';\nvar EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\nvar CLASS_NAME = 'output';\n\n/**\n * Render data to the DOM node\n */\nfunction render(props, node) {\n  var div = document.createElement(\"div\");\n  var script = document.createElement(\"script\");\n  node.appendChild(div);\n  node.appendChild(script);\n}\n\n/**\n * Handle when a new output is added\n */\nfunction handle_add_output(event, handle) {\n  var output_area = handle.output_area;\n  var output = handle.output;\n  if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n    return\n  }\n  var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n  var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n  if (id !== undefined) {\n    var nchildren = toinsert.length;\n    var html_node = toinsert[nchildren-1].children[0];\n    html_node.innerHTML = output.data[HTML_MIME_TYPE];\n    var scripts = [];\n    var nodelist = html_node.querySelectorAll(\"script\");\n    for (var i in nodelist) {\n      if (nodelist.hasOwnProperty(i)) {\n        scripts.push(nodelist[i])\n      }\n    }\n\n    scripts.forEach( function (oldScript) {\n      var newScript = document.createElement(\"script\");\n      var attrs = [];\n      var nodemap = oldScript.attributes;\n      for (var j in nodemap) {\n        if (nodemap.hasOwnProperty(j)) {\n          attrs.push(nodemap[j])\n        }\n      }\n      attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n      newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n      oldScript.parentNode.replaceChild(newScript, oldScript);\n    });\n    if (JS_MIME_TYPE in output.data) {\n      toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n    }\n    output_area._hv_plot_id = id;\n    if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n      window.PyViz.plot_index[id] = Bokeh.index[id];\n    } else {\n      window.PyViz.plot_index[id] = null;\n    }\n  } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n    var bk_div = document.createElement(\"div\");\n    bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n    var script_attrs = bk_div.children[0].attributes;\n    for (var i = 0; i < script_attrs.length; i++) {\n      toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n    }\n    // store reference to server id on output_area\n    output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n  }\n}\n\n/**\n * Handle when an output is cleared or removed\n */\nfunction handle_clear_output(event, handle) {\n  var id = handle.cell.output_area._hv_plot_id;\n  var server_id = handle.cell.output_area._bokeh_server_id;\n  if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n  var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n  if (server_id !== null) {\n    comm.send({event_type: 'server_delete', 'id': server_id});\n    return;\n  } else if (comm !== null) {\n    comm.send({event_type: 'delete', 'id': id});\n  }\n  delete PyViz.plot_index[id];\n  if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n    var doc = window.Bokeh.index[id].model.document\n    doc.clear();\n    const i = window.Bokeh.documents.indexOf(doc);\n    if (i > -1) {\n      window.Bokeh.documents.splice(i, 1);\n    }\n  }\n}\n\n/**\n * Handle kernel restart event\n */\nfunction handle_kernel_cleanup(event, handle) {\n  delete PyViz.comms[\"hv-extension-comm\"];\n  window.PyViz.plot_index = {}\n}\n\n/**\n * Handle update_display_data messages\n */\nfunction handle_update_output(event, handle) {\n  handle_clear_output(event, {cell: {output_area: handle.output_area}})\n  handle_add_output(event, handle)\n}\n\nfunction register_renderer(events, OutputArea) {\n  function append_mime(data, metadata, element) {\n    // create a DOM node to render to\n    var toinsert = this.create_output_subarea(\n    metadata,\n    CLASS_NAME,\n    EXEC_MIME_TYPE\n    );\n    this.keyboard_manager.register_events(toinsert);\n    // Render to node\n    var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n    render(props, toinsert[0]);\n    element.append(toinsert);\n    return toinsert\n  }\n\n  events.on('output_added.OutputArea', handle_add_output);\n  events.on('output_updated.OutputArea', handle_update_output);\n  events.on('clear_output.CodeCell', handle_clear_output);\n  events.on('delete.Cell', handle_clear_output);\n  events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n\n  OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n    safe: true,\n    index: 0\n  });\n}\n\nif (window.Jupyter !== undefined) {\n  try {\n    var events = require('base/js/events');\n    var OutputArea = require('notebook/js/outputarea').OutputArea;\n    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n      register_renderer(events, OutputArea);\n    }\n  } catch(err) {\n  }\n}\n"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Launching server at http://localhost:64472\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<panel.io.server.Server at 0x1fa30c59dc0>"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import rioxarray\n",
    "import hvplot.xarray\n",
    "import panel as pn\n",
    "\n",
    "pn.extension()\n",
    "\n",
    "def view():\n",
    "    return sat_imsmb.hvplot.image(\n",
    "        x='x', y='y',\n",
    "        rasterize=True, # Datashader aggregates data to fit the screen resolution\n",
    "        dynamic=True, # plot will dynamically update\n",
    "    ).opts(\n",
    "        cmap='turbo',\n",
    "        width=700,\n",
    "        height=700,\n",
    "    )\n",
    "\n",
    "# displayed the raster in the browser\n",
    "pn.serve(view, title=\"tab_title\", show=True)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "7cc14869",
   "metadata": {},
   "outputs": [],
   "source": [
    "tab = con.read_parquet(Path.cwd().parent / 'finalprojectdata' / 'grid_300km_30M.parquet')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "c532b9e3-a0c9-434b-845f-dcafb26aa6c6",
   "metadata": {},
   "outputs": [
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     "text": [
      " 44%|████▍     | 11/25 [02:49<03:34, 15.33s/it]"
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     "text": [
      " 56%|█████▌    | 14/25 [03:37<02:52, 15.67s/it]"
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      " 60%|██████    | 15/25 [03:52<02:36, 15.68s/it]"
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      " 64%|██████▍   | 16/25 [04:07<02:19, 15.45s/it]"
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      " 68%|██████▊   | 17/25 [04:24<02:07, 15.89s/it]"
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      " 72%|███████▏  | 18/25 [04:45<02:00, 17.26s/it]"
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     "output_type": "stream",
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      " 88%|████████▊ | 22/25 [05:47<00:47, 15.92s/it]"
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     "output_type": "stream",
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      " 92%|█████████▏| 23/25 [06:02<00:31, 15.62s/it]"
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    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 96%|█████████▌| 24/25 [06:08<00:12, 12.78s/it]"
     ]
    },
    {
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     "metadata": {},
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    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 25/25 [06:15<00:00, 15.01s/it]\n"
     ]
    }
   ],
   "source": [
    "# Stratified sampling in 'THICK' bins using ibis to conserve memory\n",
    "num_points = 300_000\n",
    "n_bins = 25  # Adjust for smoothness\n",
    "\n",
    "# Compute bin edges\n",
    "thick_min = tab.THICK.min().execute()\n",
    "thick_max = tab.THICK.max().execute()\n",
    "bin_edges = np.linspace(thick_min, thick_max, n_bins + 1)\n",
    "\n",
    "samples_per_bin = num_points // n_bins\n",
    "sampled_tables = []\n",
    "sampled_frames = []\n",
    "\n",
    "for b in tqdm(range(n_bins), leave=True):\n",
    "    lower = bin_edges[b]\n",
    "    upper = bin_edges[b+1]\n",
    "    bin_rows = tab.filter((tab.THICK >= lower) & (tab.THICK < upper))\n",
    "    bin_count = bin_rows.count().execute()\n",
    "    n = min(samples_per_bin, bin_count)\n",
    "    if n > 0:\n",
    "        sampled = bin_rows.sample(n / bin_count)\n",
    "        df = sampled.to_pandas()\n",
    "        sampled_frames.append(df)\n",
    "\n",
    "gdf = pd.concat(sampled_frames, ignore_index=True)\n",
    "gdf.crs = \"EPSG:3031\"\n",
    "gdf_sindex = gdf.sindex"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "ae2f315d",
   "metadata": {},
   "outputs": [
    {
     "data": {
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69u1rAuwFCxaULl26yPjx4+1tKlasaILmgwYNkhkzZkjZsmVl/vz55rkAAAAAAAAAf3LkyJF0H09JSTG3+/btM/G0jNoFQxC9cpWqEh930+1tovIXkGNHjxBMh+8G0pcvX+5yfVRUlMyePdssGdFs9jVr1rh8niZNmphJPgEAAAAACEY6Gfs777wju3fvlrNnz8rKlSulbdu29vU2m82MEv/ggw/MXGWPPPKIzJ07V+677z57m0uXLpmR4l9++aU96U0T1goVKmRvs3//fjNK/McffzRJctpeR4g7WrFihYwaNUp+++038/yTJk2Sp59+Opd6AvBfydcvi4SEyMsvv5zuep0LcNmyZdK4cWMzd1Sw0kx0DaJHP/OqhEeXy7R94sXf5eKqKWY7Aunwm8lGAQAAAABAzrtx44bUqlXLlDxt165dmvVaLvW9996TxYsXm5HdGujWkdyHDx82SW7qpZdeMkF4nXcsMTFRunXrJr1795alS5ea9deuXTMlWJs2bSrz5s0zc5rp6xUrVsy0U9u2bTMj0ydOnCjPPPOM2VYD+j/99JNUr149l3sF8C8pCdf1qleGAeKosBBzG9PxbYlPskncr7vk6taPJVhpH0WWqpTXu4EARCAdAAAAAIAA1apVK7OkR7PRp0+fbuYce/bZZ81jH330kcTExMjnn38uL7zwgikRsXbtWpNpXq9ePdNm5syZJpP83XfflTJlysiSJUvk1q1bsmDBAomIiJBq1arJ3r17ZerUqfZAumawt2zZUoYMGWLuT5gwwQTmdW4zDb4DyHqAOCKfTfPWJSLmHrElh5hMawA5j0A6AAAAAABB6MSJE3Lu3DmTSW4pWrSoNGjQQLZv324C6XqrmeVWEF1pey3x8sMPP8hzzz1n2mhJCQ2iWzSrXUu3XL58We644w7TZvDgwU6vr200YJ8RnTNNF4tmvivNitclN1ivk1uv5++0VreWGdEM6dvB3bQiQ23226jwfJm2d5TkYfusbOPt9t54Dcc+9ZV9Si0kLMS018+IJ98nnWdR51h0x7Fjx3Jsn/ju57xEH+1TT/aHQDoAAAB8hieTY5UoUYJ6lgCQDRpEV5qB7kjvW+v0tmTJkk7rw8LCpHjx4k5ttCxM6uew1mkgXW9dvU56tAzMuHHj0jy+bt06KVCggOQmzZ6He7RW923JLttNqJciUq+RSJdGbrU36nvYPivbeLu9F1/D9KmP7dO/VRBps0xOnz5tFm/QeRvc/fy5u09893Peeh/r05s33Z+clkA6AAAAfH4SrfRE5S8gx44eIZgOAAFqxIgRTlnsmpFerlw5U4+9SJEiuZapqEGfZs2aSXh4eK68pj/bt2+fGZ2gtbq1zEh6NGtaA76jdoXKpUPfyaW1M122d3TjyFaP2mdlG2+398ZrOPZpQkqIT+xTardif5XYpcPNBMg6b4Mnn6fiLQdIePG7Mm0f99seubbtkxzZJ777OS/RR/vUGu3kDgLpAAAA8PlJtFLT2p8XV02RCxcuEEgHsuHkyZPme+TJSJDSpUt7dZ+Qe0qVKmVuY2Njnf6/6v3atWvb25w/f95pu6SkJLl06ZJ9e73VbRxZ9zNrY61PT2RkpFlS0wBMbgdh8uI1/ZGW/ImLizMTXmqtblc04BufmOx2e+Vp+6xs48/7pH2akBziU/tk3zedBDUuznxG3P0uWZ+n5CJlJKzEvZm2T4o9meP7xHc/54X7WJ96si8E0gEAAODzk2gB8E4QvXKVqhIfd9OjkSCHDx306n4h92g5Fg1kb9iwwR4418w8rX3et29fc79hw4Zy5coV2b17t9StW9c8tnHjRlNTWGupW21ef/11k21oBSQ067By5cqmrIvVRl9n4MCB9tfXNvo4Audimycl2gBfkd7nVv/GWVnxGmh3RHnB4EUgHQAAAMjD7F5OxJBX9LOqQXRPR4K4O+kbfMP169fl+PHjThOM7t2719Q4178/Gth+44035L777jOB9VGjRkmZMmWkbdu2pn3VqlWlZcuW0qtXL5k3b54Jlvfv399MRKrtVMeOHU0t8x49esiwYcPk4MGDMmPGDJk2bZr9dV955RV5/PHHZcqUKdK6dWtZvny57Nq1S95///086BV462IbECilBXUSUq23rqVlNGvdEeUFgxeBdAAAACAPs3s5EUNeYyRIYNNg9RNPPGG/b9Uc79KliyxatEiGDh0qN27ckN69e5vM80cffVTWrl0rUVFR9m2WLFligudPPfWUycxs3769vPfee/b1RYsWNROA9uvXz2St60XC0aNHm+e0NGrUSJYuXSojR46U1157zQTuP//8c6levXqu9QW8e7FNxf26S65u/djr+wZ4u7RgVNjt0jBab11LxVgoLxjcCKQDAAAAeZjdy4kYAG9q0qSJ2Gz/DgKlFhISIuPHjzdLRjR7XYPgrtSsWVO2bt3qss3zzz9vFgTuxTY9tgGB8BmPyKd/N5PNpKXu1plH4COQDgAAAOQgsnuDA3WDAQAAgotztXwAAIC/bNmyRdq0aWPqn2q2mg6/dqTZbTpsu3Tp0qaGYNOmTeXnn392anPp0iV56aWXpEiRIlKsWDFTO1VrtTrav3+/PPbYY2YIebly5WTy5Mlp9mXFihVSpUoV06ZGjRqyZs0aL71rAHC/jI+WsHB3Sa/+KgAAAPwHGekAACBdWi+1Vq1a0r17d2nXrl2a9Rrw1vqoixcvtk9O1qJFCzl8+LC9rqoG0c+ePSvr1683k5N169bN1Eu1hodfu3ZNmjdvboLwOoHZgQMHzOtp0N2qq7pt2zZ58cUXZeLEifLMM8+YbXUCtJ9++om6qgDyBHWDAQDIGk9GaDGaC76GQDoAAEhXq1atzJIezUafPn26mTDs2WefNY999NFHEhMTYzLXX3jhBfPDVycr+/HHH6VevXqmzcyZM+Xpp5+Wd99912S66+Rlt27dkgULFkhERIRUq1ZN9u7dK1OnTrUH0mfMmCEtW7aUIUOGmPsTJkwwgflZs2aZ4DvgK+U7ONkLPtQNBgDAPcnXL+ukDIzQgl8jkA4AADx24sQJOXfunMkktxQtWlQaNGgg27dvN4F0vdXMciuIrrR9aGio/PDDD/Lcc8+ZNo0bNzZBdItmtU+aNEkuX74sd9xxh2kzePBgp9fXNqlLzThKSEgwi0Uz35VmxesSKKz34u33lJKSYsr3RIWF/DXxkmtJ4fk8ap+VbULCQkx73beM3n92++fUqVNSt95DJvPYXTn9HgLh8+OvXPWPp9+JrHzGvfGdyO77sF7j2LFjUqhQIdmzZ4/5m+5KdHS0lC1bVgIR3x0AcF9KwnXNxmE0F/wagXQAAOAxDaIrzUB3pPetdXpbsmRJp/VhYWFSvHhxpzZaFib1c1jrNJCut65eJz1aBmbcuHFpHl+3bp0UKFBAAo1m6HvbsmXL/vpXcuaN6zcS6dLI/fZZ2qaCSJtlcvr0abN4q38WLvgwi1vm7Hvw98+PP8uofzz6TmTlM+7F70TW38ft17Bo6a7M6L7oXBiB6OZN9y+yAQBuYzQX/BmBdAAAEHBGjBjhlMWuGek6kanWY9eJTwMpG1KDfM2aNZPw8HCvvc6+ffvMyIGYjm9LRMw9mba/cWSrXFo70+32WdnmVuyvErt0uJkUV2v5e6N/vP2+3XkPgfD58Veu+sfTz0ZWPh+58XnK6me8TJuBMqVjAxn21UlJSMo4kz3x0mnTPq8+495mjXYCAADBgUA6AADwWKlSpcxtbGyslC5d2v643q9du7a9zfnz5522S0pKkkuXLtm311vdxpF1P7M21vr0REZGmiU1DYYFYsDQ2+9LSzfExcVJfJJNbMkhmbaPT0z2qH1WttHgnbbXfcvsvWe1f7z9vj15D97kD98LT2rVW0qUKCHly5f3Sv94+tnIyucjq58nLbuSWbkVi7bNyj4lF77999cWXdHldsk+8hn3lkB8TwAAIGME0gEAgMe0HIsGsjds2GAPnGtmntY+79u3r7nfsGFDuXLliuzevVvq1q1rHtu4caOpyau11K02r7/+usn8tAISmgFauXJlU9bFaqOvM3DgQPvraxt9HEDg0yB65SpVPapVr6LyF5BjR4/kSDDdHzCJGwAAgHcRSAcAAOm6fv26HD9+3GmC0b1795oa5xqY0sD2G2+8Iffdd58JrI8aNUrKlCkjbdu2Ne2rVq0qLVu2lF69esm8efNMsLx///5mIlJtpzp27Ghqmffo0UOGDRsmBw8elBkzZsi0adPsr/vKK6/I448/LlOmTJHWrVvL8uXLZdeuXfL+++/nQa8AyG2aia5BdE8mJ9OaqhdXTTHbBksgnUncAAAAvItAOgAASJcGq5944gn7favmeJcuXWTRokUydOhQuXHjhvTu3dtknj/66KOydu1aiYqKsm+zZMkSEzx/6qmnzND+9u3by3vvvWdfX7RoUTMBaL9+/UzWupZiGD16tHlOS6NGjWTp0qUycuRIee2110zg/vPPP5fq1avnWl8A8K/JyYIZk7gBAAB4B4F0AACQriZNmojNlvEkciEhITJ+/HizZESz1zUI7krNmjVl69atLts8//zzZgFys872kSNHvLo/AAD4ynwQAIDMEUgHAABAwMtqnW0EbwBL53NQ+/btSzN5JxdZAOQ05oMAAN9HIB0AAAABLyt1tqkfHdwBrPz588uyZcukcePGEhcXl6f7ByDwMR8EAPi+PAmkT5w4UT777DM5evSo+YGqtU8nTZoklStXdhpOvnnzZqft/uu//stMVub4g7dv377y7bffSqFChUzNVn3usLB/v61NmzaZmq6HDh2ScuXKmfqqXbt2zaV3CgAAAF9C/ejgKi3gbua4tksdwIoKCzG3MR3flvgk5zJXXGQB4C3MBwEAvitPAukaINdJxR566CFJSkoyE4c1b95cDh8+LAULFrS369Wrl1Pd1QIFCtj/nZycLK1bt5ZSpUrJtm3b5OzZs9K5c2cJDw+Xt956y7Q5ceKEadOnTx8z2dmGDRukZ8+eUrp0aWnRokUuv2sAAADAtwVKaYHk65d1Igd5+eWXsxzAisinwfNkiYi5R2zJt4PqwX6RBQAAIJjlSSB97dq1TvcXLVokJUuWlN27d5uhk46Bcw2Up2fdunUm8P7NN99ITEyM1K5dWyZMmCDDhg2TsWPHSkREhMler1ixokyZMsVsU7VqVfnuu+9k2rRp6QbSExISzGK5du2auU1MTDRLdlg1FiPDQsRmfpS7lhSez2TraybM7R/xkuPbeLt9dl8jMvR2e+vWF/bJF/spdfv0+i2v9ykn2nvzNay+ivKhfcpq+9zcJ/17ltl3NLf2KSQsxLTXjELr7607oqOjpWzZspKbsns8AXICk24i0EsLpCRcF7HZ3H4fZJh7l6d/Q3x1hAMAAAhuPlEj/erVq+a2ePHiTo9rFvnHH39sgult2rSRUaNG2bPSt2/fLjVq1DBBdIsGx7XUi5ZxqVOnjmnTtGlTp+fUNgMHDkx3P7QszLhx49IN2jtmw2fHpFb6gzA584b1G4l0afTXHTfaZ2Ubb7fP9mvcDoZNqOciKEY/Zdjeqd98ZJ+y1T4XXmNKxwYiHZf51D75Yj85t8/kO5pb+yQVRNrc/n93+vRpcZe23b9/v+SmmzeZ6BB5i0k3EUylBdx9H2SY+9bIAF8b4QDkxoVrLloDgO/L80C6Zg5qYPuRRx6R6tWr2x/v2LGjVKhQQcqUKWOCHJppfuzYMVNbXZ07d84piK6s+7rOVRvNNNcJgzR70dGIESNMPXWLttO66lp2pkiRItl6n3v27DHlZ4Z9dVJs0RUzbX/jyFa5tHamqcmow0nd4ek23m6f3dcoXLqiCdCN2hUqCSkhPrFPvthPqdtrdnDqfsvrfcqJ9t58DavPXl36g5z5crpP7FNW2+fmPpXvPMlcHHT1Hc3tfSrecoCEF79L3JF46bTZZsuWLVKrVi3JLRcvXsy11wLSw6SbAHx1ZICvjnAAsoIL1wAQePI8kK610g8ePGhKrjjq3bu3/d+aea51zZ966in55Zdf5N577/XKvkRGRpolNa27rkt2hIaGmtuEJFuaGovpiU9MNsH+eDfbZ2Ubb7fP7mtE/BWY0wBdQgbb0k8Zt3fsN1/Zp+y0Z598b5/071lm39Hc3qfkImUkrIR7x4jkJJvZRv8+Z/dvvCdy87UAV5h0EznNk2xKLaeY3u/u7D4vfFOgjHAIVFoaNfXI7MqVK8vRo0fNv+Pj4+XVV1+V5cuXm++ujvKeM2eOU9KaBo11dPi3334rhQoVki5dupgR32Fh/w45bNq0ySSu6QhyTVgbOXKkdO3aVQKVpxeuuWgNAL4vTwPp/fv3l1WrVplswMxq1DZo0MDcHj9+3ATStdzLzp07ndrExsaaW6uuut5ajzm20ezy1NnoAAAAQCDWuPd2veksle8ICRWxuT+nBQDvqlatmpl/zOIYAB80aJCsXr1aVqxYIUWLFjXn8e3atZPvv//erE9OTpbWrVub8+9t27aZkdidO3c2yQNvvfWWaXPixAnTpk+fPqaE64YNG6Rnz54mYS69+csCia+VmKLcDAD4WSDdZrPJgAEDZOXKleaqtE4Impm9e/eaWz3QqoYNG8qbb74p58+fNxOVqvXr15sg+QMPPGBvs2bNGqfn0Tb6OAAAAOALPAlUaICq/d+el4T4OJ+pN53ViT3J0gR8hwbOrYS01POZffjhh7J06VJ58sknzWMLFy6UqlWryo4dO+Thhx82c4odPnzYBOI1S7127doyYcIEU55Vs90jIiJk3rx55rx/ypQp5jl0ex2VPm3aNJeBdM2A18Wx/Ko1eXtuTeBuvY6nr6dlbDWBLyosRCLy3R7J6UpSeD6P2quQsBCzjb6WO/t36tQpqVvvIY/KzXi6T+68Dy2tad1Gefi+s9JPnm7j7fbeeA3HPvWVfcpu+7zep9R9mtXvHbL/99TbPNmfsLwq56IH4i+++EIKFy5sr2muV7f1w6jlW3T9008/LdHR0aZGul4Fb9y4sdSsWdO01brlGjDv1KmTTJ482TyHDg3T57aGierV7lmzZsnQoUOle/fusnHjRvn000/N1XQAAADAHydiVO4Goa1601u3bjWBK0d6Aqj27dtnL0OYnexDT7MufS1LEwhmP//8s5mfLCoqyiSeaVkWvfi2e/duE2Bo2rSpvW2VKlXMuu3bt5tAut5qOVbHUi8aHNdSL1rGpU6dOqaN43NYbXS+NFd0P1KXnVEavC9QoIDkJk3K89SyZcv++ldy5o3rNxLp0sj99kYFkTbL5PTp02Zxx8IFH0rWuLlPHrwPnadK6nn4vrPST55u4+32XnwN06c+tk9Zbu8j+2Tv02x875D9v6fedPPmTd8OpM+dO9fcNmnSxOlxvbKtNdL0irVezZ4+fbrcuHHD1E9r3769CZRb8uXLZ8rC6MFZD/QFCxY0ddjGjx9vb6NXvDVorkH4GTNmmPIx8+fPD/ihYwAAAAjMiRit7Gx3g9CugvWawKJBHk1W0TkjAAQnLaO6aNEiUxddR71o4Pqxxx4zc5lpwpqenxcrVsxpGw2aWwlxeusYRLfWW+tctdEMc/37k1Hp1REjRpi66hZtr/EBTazT0ei5QS8kaNCnWbNmHs11oxcp9e9rTMe3JSLmnkzb3ziyVS6tnel2e3Ur9leJXTrclMutVauWT+yTO9tohq8GJ0ftCpVLh77z6DW8tU+52d4br+HYpzqHlS/sU3bb5/U+pe7TrH7vkP2/p95mjXby6dIuruiBcfPmzZk+T4UKFdKUbklNg/V79uzxeB8BAAAAf5/41VWwXocxKz151MmdFWVUgODTqlUr+791BLgG1vVcW0dz5/XcYjraPL2JiTUAk9tBGE9fU0f66EUC/ftqS/53EC4j8YnJHrVXCUk2s42+ljv7lhv75Mk2Gpz09DW8vU+50d6br6F9mpDseb96c5+y2t5X9snq06x+7yA+8TfcFU/2JU8nGwUAAACyw1UpEsfSJceOHZNgll6w/nYt0GSTgWWdPFJGBYBmn99///1y/PhxkzV469YtuXLlilNWemxsrL2mut7u3LnT6Tl0vbXOurUec2yjWeV5HawHgKzwpByetyd+R+4hkA4AAICArC9O6RIA8Nz169fNvGU6H1ndunVNpt6GDRtMuVWlFyZPnjxpSqwqvX3zzTfl/PnzUrJkSfOYDt3XILnOa2a1ST2aXNtYzwEAgTzHjbcnfkfuIZAOAADg506dOiWXL192q212JpP0t/rijqVLLv+/HylZAvgRMv1yz9///ndp06aNKedy5swZGTNmjJmT7MUXX5SiRYtKjx49TJ3y4sWLm+D4gAEDTABcJxpVWq9cA+YaeJ88ebKph67zm/Xr189elqVPnz4ya9YsGTp0qHTv3l02btxoSsfonGYAEMhz3FgTv1+4cIFjVQAgkA4AAODn6tZ7SC5fuijByFV9ccfSJWGxJ3N93wB4jky/vLkYq0Hzixcvyp133imPPvqo7Nixw/xbTZs2zdQC1oz0hIQEadGihcyZM8e+vQbdV61aJX379jUB9oIFC0qXLl1k/Pjx9jYVK1Y0QfNBgwbJjBkzpGzZsjJ//nzzXMi9C0+BcjEd8Lc5bhA4CKQDAAD4ufi4m25nxTCZJABfRqZf7lu+fLnL9VFRUTJ79myzZESz2VOXbkmtSZMmsmfPnizvJ3LmwhMAIOsIpAMAAARRVgyTSQLwB2T6ATl/4YmL6QCQPQTSAQAAAAAA/BQX0wEgd4Tm0usAAAAAAAAAAOCXyEgHAAAAAADIxMmTJ009fncwsScABB4C6QAAAAAAAC6cOnVKHqhW3UzwDQAITgTSAQBBzZNsoRIlSkj58uW9uj+AJxlvKSkpubI/AAAEu4sXL5ogOhN7AkDwIpAOAAhKydcvi4SEyMsvv+z2NlH5C8ixo0cIpsPrQfTKVaq6lfGWP39+WbZsWa7sFwAAYGJPAAhmBNIBAEEpJeG6iM3mdlaRngxdXDXFZAkTSIc36WfM3Yy3qLCQXNsvAAAAAFnDSOjAQCAdABDU3M0qAnzxsxmRz6bjK3JtnwAAAAC4j5HQgYVAOgAAAAAACCqezkdy7NixXNgrAIGGkdCBhUA6AAAAAAAIGlmZj6RXr165sm8AAhMjoQMDgXQAAAAAgF+j9iy8PR9JkUYdJG7DolzaQwCALyKQDgAA4ANDx7MSDAKAYEftWeTWfCRhRUrm2n4BAHwTgXQAAAAfGDoOAPActWcBAPC95KBAHQFGIB0AAMAHho5b4n7dJVe3fuz1fQOAQELtWQBAIPF0lGpCQoJERkZ6pf3Zs2el/d+el4T4OI/2KTIySv7nf/4ppUuXdpq8ed++fRIaGuqXgXcC6QAAAD4U4NFsSQAAAADBJysly4yQUBFbivfai3iUHBR/6pBc2ThfnnnmmTSTNzdu3Fji4uL8svQagXQAAAAvDWuk3jkAAAAAb5UscxzR6u42WW0f7mlyUKr3YU3eHNPxbYlPsvll6TUC6QAAAG6i5jkAAAAAXxzR6u42WW2fFY6vYU3eHBFzj9iSbwfVs5OIlBelYIIikD579mx555135Ny5c1KrVi2ZOXOm1K9fP693CwAA+Nnx3NOa59Q7BwDA947nAAD/L2kTlQelYAI+kP7JJ5/I4MGDZd68edKgQQOZPn26tGjRQo4dOyYlS5bM690DAAB+eDzPjewNAAACja8dzwEA/lnSJjGPSsGknSI1wEydOlV69eol3bp1kwceeMAcsAsUKCALFizI610DAABu4ngOAID/43gOAHAnYSmzxd368TktoDPSb926Jbt375YRI0bYHwsNDZWmTZvK9u3b07RPSEgwi+Xq1avm9tKlS5KYmJitfbl27ZrcvHlTQi79S1JuxWfaPvTPsxIVFSUhF0+ILeXf+5ST23i7fXZfIyU0QW7eLCcpZ38XW5Jv7JMv9lPq9ilhkqbf8nqfcqK9N1/D6rPQP8/5zD5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      "text/plain": [
       "<Figure size 1500x1000 with 12 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "gdf.hist(bins=30, figsize=(15, 10), edgecolor='black')\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "81ed8655-c62e-4dc9-a464-8aa727fe95db",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "gdf CRS: EPSG:3031\n",
      "sat_imv CRS: EPSG:3031\n",
      "281963 out of 281963 geometries fall inside raster extent.\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"gdf CRS:\", gdf.crs)\n",
    "print(\"sat_imv CRS:\", sat_imt2m.rio.crs)\n",
    "\n",
    "from shapely.geometry import box\n",
    "\n",
    "raster_bounds = sat_imt2m.rio.bounds()\n",
    "raster_bbox = box(*raster_bounds)\n",
    "\n",
    "# Check how many points are inside\n",
    "inside_mask = gdf.geometry.within(raster_bbox)\n",
    "print(f\"{inside_mask.sum()} out of {len(gdf)} geometries fall inside raster extent.\")\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(8, 8))\n",
    "gdf.plot(ax=ax, color='red', markersize=1, label='gdf points')\n",
    "sat_imt2m.sel(band=1).plot.imshow(ax=ax, alpha=0.4, cmap='gray')\n",
    "plt.legend()\n",
    "plt.title(\"Check Alignment: gdf vs. sat_imv\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "ca10fb08-c04d-45d5-9c3e-208bff5f4f31",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\users\\adian\\applied machine learning course\\appmlenv\\Lib\\site-packages\\IPython\\core\\pylabtools.py:170: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n",
      "  fig.canvas.print_figure(bytes_io, **kw)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.patches import Rectangle\n",
    "from shapely.geometry import box\n",
    "\n",
    "# Choose a sample point from gdf\n",
    "sample_idx = 0  # change this index to explore other patches\n",
    "geom = gdf.geometry.iloc[sample_idx]\n",
    "\n",
    "# Get transform and patch info\n",
    "transform = sat_imz.rio.transform()\n",
    "inv_transform = ~transform\n",
    "size = 27\n",
    "half = size // 2\n",
    "\n",
    "# Get pixel coords\n",
    "x, y = geom.x, geom.y\n",
    "col, row = inv_transform * (x, y)\n",
    "col, row = int(np.floor(col)), int(np.floor(row))\n",
    "\n",
    "# Get bounds of patch (in pixel space)\n",
    "x_start = col - half\n",
    "y_start = row - half\n",
    "\n",
    "# Convert patch pixel bounds to real-world coords\n",
    "x_min, y_max = transform * (x_start, y_start)\n",
    "x_max, y_min = transform * (x_start + size, y_start + size)\n",
    "\n",
    "# Create a bounding box polygon\n",
    "patch_bounds = box(x_min, y_min, x_max, y_max)\n",
    "\n",
    "# Plot raster and overlay patch\n",
    "fig, ax = plt.subplots(figsize=(10, 8))\n",
    "\n",
    "sat_imt2m.plot(ax=ax, cmap='terrain')\n",
    "ax.plot(x, y, 'r.', label=\"Sample Center\")\n",
    "patch_rect = Rectangle((x_min, y_min), x_max - x_min, y_max - y_min,\n",
    "                       edgecolor='red', facecolor='none', linewidth=1, label=\"27x27 patch\")\n",
    "ax.add_patch(patch_rect)\n",
    "\n",
    "ax.legend()\n",
    "ax.set_title(\"Patch Location on Surface Raster\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8cd3bb9e",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "149424it [08:52, 280.44it/s]\n"
     ]
    }
   ],
   "source": [
    "from collections import defaultdict\n",
    "from shapely.geometry import Point\n",
    "from math import floor\n",
    "\n",
    "size = 27\n",
    "half = size // 2\n",
    "\n",
    "transformz = sat_imz.rio.transform() #We have made it so that the transform is the same for all pictures.\n",
    "inverse_transformz = ~transformz\n",
    "\n",
    "scalar_feats = ['THICK', 'vx', 'vy', 'v', 'smb', 'z', 's', 'temp', 'ith_bm', 'gridCellId']\n",
    "\n",
    "# Step 1: Map gdf points to pixel coordinates\n",
    "#gdf['pixel_row'], gdf['pixel_col'] = zip(*gdf.geometry.apply(lambda geom: map(lambda v: int(floor(v)), inverse_transformz * (geom.x, geom.y))))\n",
    "\n",
    "cols, rows = [],[]\n",
    "for geom in gdf.geometry:\n",
    "    x, y = geom.x, geom.y\n",
    "    col, row = inverse_transformz * (x, y)\n",
    "    cols.append(int(np.floor(col)))\n",
    "    rows.append(int(np.floor(row)))\n",
    "    \n",
    "gdf['pixel_row'], gdf['pixel_col'] = rows, cols\n",
    "\n",
    "# Step 2: Group by pixel (row, col) and average\n",
    "grouped = gdf.groupby(['pixel_row', 'pixel_col'])\n",
    "aggregated_data = grouped[scalar_feats].mean().reset_index()\n",
    "\n",
    "# Step 3: Extract image patches at each unique (row, col)\n",
    "imagesz = []\n",
    "imagesv = []\n",
    "imagessmb = []\n",
    "imagest2m = []\n",
    "\n",
    "new_scalar_data = defaultdict(list)\n",
    "center_xs = []\n",
    "center_ys = []\n",
    "\n",
    "def patching(row_pixel,col_pixel,sat,image_name):\n",
    "    patch = sat.isel(\n",
    "            y=slice(row_pixel - half, row_pixel + half + 1),\n",
    "            x=slice(col_pixel - half, col_pixel + half + 1)\n",
    "        )\n",
    "\n",
    "    image = xr.DataArray(\n",
    "            patch[0].values,\n",
    "            coords={\"x\": np.arange(size), \"y\": np.arange(size)},\n",
    "            dims=(\"x\", \"y\"),\n",
    "            name=image_name\n",
    "        )\n",
    "    return image\n",
    "\n",
    "for _, row in tqdm(aggregated_data.iterrows()):\n",
    "    row_pix = int(row['pixel_row'])\n",
    "    col_pix = int(row['pixel_col'])\n",
    "\n",
    "    # Skip if patch would go out of bounds in any of the images\n",
    "    if (row_pix - half < 0 or row_pix + half + 1 > sat_imz.sizes['y'] or\n",
    "        col_pix - half < 0 or col_pix + half + 1 > sat_imz.sizes['x'] or \n",
    "        row_pix - half < 0 or row_pix + half + 1 > sat_imv.sizes['y'] or\n",
    "        col_pix - half < 0 or col_pix + half + 1 > sat_imv.sizes['x']):\n",
    "        continue\n",
    "\n",
    "    imagez = patching(row_pix, col_pix, sat_imz, \"z_image\")\n",
    "    imagev = patching(row_pix, col_pix, sat_imv, \"v_image\")\n",
    "    imagesmb = patching(row_pix, col_pix, sat_imsmb, \"smb_image\")\n",
    "    imaget2m = patching(row_pix, col_pix, sat_imt2m, \"temp_image\")\n",
    "\n",
    "    imagesz.append(imagez)\n",
    "    imagesv.append(imagev)\n",
    "    imagessmb.append(imagesmb)\n",
    "    imagest2m.append(imaget2m)\n",
    "\n",
    "    for feat in scalar_feats:\n",
    "        new_scalar_data[feat].append(row[feat])\n",
    "\n",
    "    # Get center pixel world coordinates\n",
    "    x_center, y_center = transformz * (col_pix + 0.5, row_pix + 0.5)\n",
    "    center_xs.append(x_center)\n",
    "    center_ys.append(y_center)\n",
    "\n",
    "# Step 4: Build xarray dataset\n",
    "sample_ids = np.arange(len(imagesz)) #We use the same ids of course\n",
    "all_imagesz_da = xr.concat(imagesz, dim=\"sample\")\n",
    "all_imagesz_da[\"sample\"] = sample_ids\n",
    "\n",
    "all_imagesv_da = xr.concat(imagesv, dim=\"sample\")\n",
    "all_imagesv_da[\"sample\"] = sample_ids\n",
    "\n",
    "all_imagessmb_da = xr.concat(imagessmb, dim=\"sample\")\n",
    "all_imagessmb_da[\"sample\"] = sample_ids\n",
    "\n",
    "all_imagest2m_da = xr.concat(imagest2m, dim=\"sample\")\n",
    "all_imagest2m_da[\"sample\"] = sample_ids\n",
    "\n",
    "scalars_ds = xr.Dataset({\n",
    "    feat: xr.DataArray(np.array(new_scalar_data[feat]), coords={'sample': sample_ids}, dims=('sample',))\n",
    "    for feat in scalar_feats if feat != \"THICK\"\n",
    "})\n",
    "labels_da = xr.DataArray(np.array(new_scalar_data[\"THICK\"]), coords={\"sample\": sample_ids}, dims=(\"sample\",), name=\"label\")\n",
    "\n",
    "# Add X, Y world coordinates\n",
    "x_coords_da = xr.DataArray(np.array(center_xs), coords={'sample': sample_ids}, dims=('sample',), name='x')\n",
    "y_coords_da = xr.DataArray(np.array(center_ys), coords={'sample': sample_ids}, dims=('sample',), name='y')\n",
    "\n",
    "# Final dataset\n",
    "training_data_ds = xr.Dataset(\n",
    "    {\n",
    "        \"z_images\": all_imagesz_da,\n",
    "        \"v_images\": all_imagesv_da,\n",
    "        \"smb_images\": all_imagessmb_da,\n",
    "        \"temp_images\": all_imagest2m_da,\n",
    "        \"labels\": labels_da,\n",
    "        \"EAST\": x_coords_da,\n",
    "        \"NORTH\": y_coords_da\n",
    "    },\n",
    "    coords={\"sample\": sample_ids},\n",
    "    attrs={'description': 'CNN data with averaged scalar features and one image per pixel.'}\n",
    ").merge(scalars_ds)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "26daaf37-1ded-4397-809a-528f9b6acc9c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Group and count how many gdf rows fall into each pixel\n",
    "point_counts = gdf.groupby(['pixel_row', 'pixel_col']).size()\n",
    "\n",
    "# Plot histogram\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.figure(figsize=(8, 5))\n",
    "plt.hist(point_counts.values, bins=range(1, point_counts.max()+2), edgecolor='black')\n",
    "plt.xlabel(\"Number of data points per pixel\")\n",
    "plt.ylabel(\"Number of pixels\")\n",
    "plt.yscale('log')\n",
    "#plt.title(\"Distribution of data points per raster pixel\")\n",
    "plt.grid(True)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "86565850-2861-4e08-9531-de6dfac08085",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "from matplotlib.colors import LogNorm\n",
    "\n",
    "# Setup\n",
    "size = 27\n",
    "half = size // 2\n",
    "transform = sat_imz.rio.transform()\n",
    "inv_transform = ~transform\n",
    "\n",
    "ny, nx = sat_imsmb.sizes['y'], sat_imsmb.sizes['x']\n",
    "zero_patch_coords = []\n",
    "\n",
    "# Loop through all sample points\n",
    "for geom in gdf.geometry:\n",
    "    x, y = geom.x, geom.y\n",
    "    col, row = inv_transform * (x, y)\n",
    "    col, row = int(np.floor(col)), int(np.floor(row))\n",
    "\n",
    "    # Bounds check\n",
    "    if (\n",
    "        (row - half >= 0) and (row + half + 1 < ny) and\n",
    "        (col - half >= 0) and (col + half + 1 < nx)\n",
    "    ):\n",
    "        patch = sat_imsmb.isel(\n",
    "            y=slice(row - half, row + half + 1),\n",
    "            x=slice(col - half, col + half + 1)\n",
    "        ).values\n",
    "\n",
    "        # Check if patch is entirely zero\n",
    "        if np.all(patch == 0):\n",
    "            zero_patch_coords.append((x, y))\n",
    "\n",
    "# Convert to arrays\n",
    "zero_x, zero_y = zip(*zero_patch_coords) if zero_patch_coords else ([], [])\n",
    "print(len(zero_patch_coords))\n",
    "# Plot\n",
    "fig, ax = plt.subplots(figsize=(10, 8))\n",
    "sat_imsmb.sel(band=1).plot.imshow(ax=ax, cmap='gray', alpha=0.4)\n",
    "\n",
    "# Overlay zero-patch points\n",
    "ax.scatter(zero_x, zero_y, marker='.', color='red', s=10, label=\"Zero Patches\")\n",
    "\n",
    "ax.set_title(\"Patches with All-Zero Values\")\n",
    "ax.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "81a25ec3-a5df-4156-b600-f48f51b49d0f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[]\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "# Extract the image patches\n",
    "x_coords, y_coords = training_data_ds['EAST'].values, training_data_ds['NORTH'].values\n",
    "images = training_data_ds['smb_images'].values\n",
    "values = training_data_ds['smb'].values\n",
    "is_all_zero = np.all(images == 0, axis=(1, 2))\n",
    "\n",
    "# Get corresponding coordinates\n",
    "zero_x = x_coords[is_all_zero]\n",
    "zero_y = y_coords[is_all_zero]\n",
    "print(values[is_all_zero])\n",
    "\n",
    "x_center, y_center = transformz * (aggregated_data['pixel_col'].values, aggregated_data['pixel_row'])\n",
    "\n",
    "# Plot\n",
    "fig, ax = plt.subplots(figsize=(10, 8))\n",
    "sat_imv.sel(band=1).plot.imshow(ax=ax, cmap='gray', alpha=0.4)\n",
    "ax.scatter(x_coords, y_coords, color='green', s=1, label=\"Datapoints\")\n",
    "\n",
    "ax.scatter(x_center, y_center, color='green', s=1, label=\"Datapoints\")\n",
    "gdf.plot(ax=ax, color='blue', markersize=0.5, label='gdf points', alpha=0.5)\n",
    "ax.scatter(zero_x, zero_y, color='red', s=1, label=\"Zero Patches\")\n",
    "ax.set_title(\"All-Zero Patches from `training_data_ds`\")\n",
    "ax.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "ff009162-896f-4ca5-a44c-ee53e4cc0231",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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uJrx27dq5pOKaNW/KlCnBshp2p6F/vXv3dsGq/Pnzu+DSyJEjg2XUA0sBqAEDBtjEiRPdEMFp06a5bXnat29vx44ds2HDhrnAVu3atW3ZsmUJkp8DAAAACA+CUgCAdB2+dzUxMTE2efJktySlQoUKtnTp0mS3o8DXtm3bki2joYRaAAAAAGQ8ckoBAAAAAAAg7AhKAQAAAAAAIOwISgEAAAAAACDyg1Iff/yxPfTQQ1amTBnLli2bLVq0KEH+ECWRLV26tJtZqXnz5vbVV1+FlPnxxx+tQ4cObpalIkWKuJmXzpw5E1Lmyy+/tHvvvdflGilXrpybcSm+hQsXWtWqVV2ZGjVqXDXfCAAAAAAAAKI0KKXps2vVqpVkQloFj1599VWbOnWqbdy40c2SpNmP4uLigmUUkNq1a5etXLnSzaikQFfPnj2D60+fPu2mAFdi2y1bttjLL79sI0aMsDfeeCNYZt26dfb444+7gJYS27Zp08YtO3fuTPmnAAAAAAAAgMiefa9Vq1ZuSYx6SU2YMMGGDh1qDz/8sHvt7bffdtNtq0fVY489Znv27HFTcG/evNnq1avnyrz22mv2wAMP2CuvvOJ6YM2ZM8cuXLhg06dPt9y5c9vtt99u27dvt3HjxgWDV5ry+/7777dBgwa556NGjXJBrkmTJrmAGAAAAAAAALJITql9+/bZ4cOH3ZA9T+HCha1Bgwa2fv1691yPGrLnBaRE5bNnz+56VnllGjdu7AJSHvW2io2NtRMnTgTL+PfjlfH2k5jz58+7Xlj+BQAAAAAAAFEelFJAStQzyk/PvXV6LFGiRMj6nDlzWtGiRUPKJLYN/z6SKuOtT8zo0aNdkMxblKsKAAAAAAAA4ZelZt8bMmSInTp1KrgcOHAgow8JAAAAAAAgS0rToFSpUqXc45EjR0Je13NvnR6PHj0asv7SpUtuRj5/mcS24d9HUmW89YnJkyePm/HPvwAAAAAAACDKg1KVKlVyQaFVq1YFX1PeJuWKatSokXuux5MnT7pZ9TyrV6+2K1euuNxTXhnNyHfx4sVgGSUxr1Klit1www3BMv79eGW8/QAAAAAAACATBaXOnDnjZsLT4iU31//3799v2bJls/79+9vvf/97e++992zHjh325JNPuhn12rRp48pXq1bNzZrXo0cP27Rpk3322WfWt29fNzOfyskTTzzhkpx369bNdu3aZfPnz3ez7Q0cODB4HE8//bSbxW/s2LG2d+9eGzFihH3++eduWwAAAAAAAMhkQSkFfu644w63iAJF+v+wYcPc88GDB1u/fv2sZ8+eduedd7ogloJHMTExwW3MmTPHqlatas2aNbMHHnjA7rnnHnvjjTeC65WEfMWKFS7gVbduXfvNb37jtq9teu666y6bO3eue1+tWrXsr3/9qy1atMiqV69+vZ8JAAAAgAyiERMPPfSQa7BWo7e+4/sFAgF3b1C6dGnLmzevm5H7q6++Cimj1CAdOnRw6To087cau3Vf4vfll1/avffe6+5TNAHSmDFjEhzLwoUL3X2LytSoUcOWLl2aTmcNAFlTzpS+oUmTJq4iSIoqjpEjR7olKZppTwGl5NSsWdM++eSTZMs8+uijbgEAAACQOZw9e9Y1Onft2tXatm2bYL2CR6+++qrNmjXLpQ95/vnnrWXLlrZ79+5gQ7gCUocOHXLpPZQSpEuXLq6B27sHUYqRFi1auIDW1KlT3QgP7U8BLK8hfN26dfb444+7GbwffPBB916N/ti6dSsN4QCQUUEpAAAAAEgvrVq1ckti1Dg+YcIEGzp0qD388MPutbfffttKlizpelQpJciePXvcSI3NmzdbvXr1XJnXXnvNjdB45ZVXXA8sjdy4cOGCTZ8+3aUNuf32211KknHjxgWDUkoforQjgwYNcs9HjRrlglyTJk1ygSwAQIQlOgcAAACA9KL0HocPH3Y9nPypPzRh0vr1691zParHkxeQEpXPnj27m4DJK9O4cWMXkPKot1VsbKydOHEiWMa/H6+Mt5/EnD9/3vXC8i8AgKQRlAIAAAAQFRSQEvWM8tNzb50eS5QoEbI+Z86cLoWIv0xi2/DvI6ky3vrEaKifgmTeolxVAICkEZQCAAAAgDQwZMgQO3XqVHA5cOBARh8SAEQ0glIAAAAAokKpUqXc45EjR0Je13NvnR6PHj0asv7SpUtuRj5/mcS24d9HUmW89YnJkyePm/HPvwAAkkZQCgAAAEBU0Gx7CgqtWrUq+JryNilXVKNGjdxzPZ48edK2bNkSLLN69Wq7cuWKyz3llfn444/dzHweJTGvUqWK3XDDDcEy/v14Zbz9AACuH0EpAAAAABHjzJkzbiY8LV5yc/1///79li1bNuvfv7/9/ve/t/fee8927NhhTz75pJtRr02bNq58tWrV3Kx5PXr0sE2bNtlnn31mffv2dTPzqZw88cQTLsl5t27dbNeuXTZ//nw3297AgQODx/H000+7WfzGjh1re/futREjRtjnn3/utgUASBs502g7AAAAAHDdFPhp2rRp8LkXKOrcubPNnDnTBg8ebGfPnrWePXu6HlH33HOPCx7FxMQE3zNnzhwXPGrWrJmbda9du3b26quvBtcrCfmKFSusT58+VrduXStevLgNGzbMbdNz11132dy5c23o0KH23HPP2S233GKLFi2y6tWrh+2zAIDMjqAUAAAAgIjRpEkTCwQCSa5Xb6mRI0e6JSmaaU8BpeTUrFnTPvnkk2TLPProo24BAKQPhu8BAAAAAAAg7AhKAQAAAAAAIOwYvpcJKOnj8ePHE7yusfHly5fPkGMCAAAAAABIDkGpTBCQqlKlmsXF/ZxgXUxMPouN3UNgCgAAAAAARByG70U59ZD6V0Bqtplt8S2z3euJ9aACAAAAAADIaPSUyjSqmVmdjD4IAAAAAACAa0JPKQAAAAAAAIQdPaUi1J49exK8RuJyAAAAAACQWRCUijiHXAe2jh07JlhD4nIAAAAAAJBZMHwv4pw0syskLgeQaXz88cf20EMPWZkyZSxbtmy2aNGikPWBQMCGDRtmpUuXtrx581rz5s3tq6++Cinz448/WocOHaxQoUJWpEgR69atm505cyakzJdffmn33nuvxcTEWLly5WzMmDEJjmXhwoVWtWpVV6ZGjRq2dOnSdDprAAAAAFdDUCriE5d7i56nbhjg1q1bQ5b9+/en+dECQFLOnj1rtWrVssmTJye6XsGjV1991aZOnWobN260/PnzW8uWLS0uLi5YRgGpXbt22cqVK23x4sUu0NWzZ8/g+tOnT1uLFi2sQoUKtmXLFnv55ZdtxIgR9sYbbwTLrFu3zh5//HEX0Nq2bZu1adPGLTt37kznTwAAAABAYhi+l2kxDBBAZGjVqpVbEqNeUhMmTLChQ4faww8/7F57++23rWTJkq5H1WOPPeaC68uWLbPNmzdbvXr1XJnXXnvNHnjgAXvllVdcD6w5c+bYhQsXbPr06ZY7d267/fbbbfv27TZu3Lhg8GrixIl2//3326BBg9zzUaNGuSDXpEmTXEAMAAAAQHjRUyrTYhgggMi3b98+O3z4sBuy5ylcuLA1aNDA1q9f757rUUP2vICUqHz27NldzyqvTOPGjV1AyqPeVrGxsXbixIlgGf9+vDLefgAAgLlRFfFHWjDaAkB6oadUlhkGCACRRwEpUc8oPz331umxRIkSIetz5sxpRYsWDSlTqVKlBNvw1t1www3uMbn9JOb8+fNu8Q8TBAAgs87srcBTtSpV7GffEHpPvpgY2xMby2gLAGmKoBQAAEkYPXq0vfDCCxl9GAAAXEdCD0s0pUdiQSaNplBAana8jLYKaXWMi3PrCUoBSEsEpaK8lSOxVg8AiBalSpVyj0eOHHGz73n0vHbt2sEyR48eDXnfpUuX3Ix83vv1qPf4ec+vVsZbn5ghQ4bYwIEDQ3pKaWY/AACiLaFHSoJMjLUAELU5pTTbkab89i+aftuj2ZT69OljxYoVswIFCli7du0S3CSo22jr1q0tX758bsiGktLqBsRvzZo1VqdOHcuTJ49VrlzZZs6caVklcXndunWDS2KtHgAQLTTkTkGhVatWhQR+lCuqUaNG7rkeT5486WbV86xevdquXLnick95ZTQj38WLF4NllMS8SpUqbuieV8a/H6+Mt5/EqI4pVKhQyBJNOUDI/wEASLt5vRPO7E09AyAie0pp1qMPP/zwPzvJ+Z/dDBgwwJYsWWILFy50yWz79u1rbdu2tc8++8ytv3z5sgtI6SZF03cfOnTInnzyScuVK5f94Q9/CCbGVZlevXq5GZd0k9G9e3fXyq6ktVmrnWOpmT2fgccFAMk7c+aMff3118HnuoZrZjzlhFLrbP/+/e33v/+93XLLLS5I9fzzz7sZ9dq0aePKV6tWzc2a16NHDzdLngJPqjs0M5/KyRNPPOGG2XXr1s2eeeYZ27lzp5ttb/z48cH9Pv300/aLX/zCxo4d6+qQefPm2eeff25vvPGGRRPdAMSfrEJ1ZbtH2tn5uP/kv5KYvDEWu5f8HwCA9BkGSJ4pABEZlFIQKrHhEKdOnbK33nrL5s6da/fdd597bcaMGe6GY8OGDdawYUNbsWKF7d692wW1lIBWwzc0bbduMtQLSzMr6aZENy66sRC9/9NPP3U3H5k3KJVUZ1qG7wGIbAr8NG3aNPjcGw7XuXNn18t18ODBdvbsWevZs6frEXXPPffYsmXLLCYmJvgeNUAoENWsWTM365562b766qvB9WrkUP2hnrjqRarkrcOGDXPb9Nx1112u/hk6dKg999xzLgi2aNEiq169ukWq+EO0kwo+BbVV5tp///+4WdzfyP8BAEif5nHyTAGI2KDUV1995VqvdUOhYRFKFKsLlYZeqIXbPyW3hvZpnabkVlBKjzVq1AiZIUmBpt69e9uuXbvsjjvuSHJab7W2J4dZlAAg/Jo0aWKBQCDJ9RrmPXLkSLckRb2qFFBKTs2aNe2TTz5Jtsyjjz7qloh3Rh9M4olpEwSf5Csz++jfr/2r8xgAAGmer5ZcUwAiPiil/B5q+VYeD7XoajjFvffe64ZSaNpt9XQqUqRIslN/JzZlt7cuuTIKMp07d87y5s2b6LExixIAICpoJu5ACoJPoaP5AABI9ax8KZVYIEs9luk9BSBDglKtWrUKabVWkKpChQq2YMGCJINF4cIsSgCAqELwCQAQodlqkwtskWsKQIbNvhefekXdeuutLsmt8kxduHDB5QxJakru65nWW7MiJRf4iqZZlAAAAAAgnLPyVUplYGuLb9Hzn/+dawoAMjwopVmXvvnmGzcznpLPahY9/5TcsbGxbiYh/9TfO3bssKNHj4ZM2a0A0m233Zbqab2R8qnEmeYVAAAAQEoCW/6eVwAQ9uF7v/3tb+2hhx5yQ/YOHjxow4cPtxw5ctjjjz/uZkfSdN0aQqektQo09evXzwWTlORcWrRo4YJPnTp1sjFjxrj8UZopSTMqqaeT9OrVyyZNmuRmbOratautXr3aDQ9csmRJWp9OpuUf++1mc2r3qJ0/fy5BuZiYfBYbu4eutwAAAAAAILKDUt9//70LQP3www924403uqm9N2zY4P4v48ePD07nrZnwNGvelClTgu9XAGvx4sVutj0Fq/Lnz++mDffPylSpUiUXgBowYIBNnDjRypYta9OmTXPbwrWN/k48qWH8UeV7LC6uI9O8AgAAAACAyA9KzZs3L9n1MTExNnnyZLckRb2sli5Vmr3kpxjftm1bqo8z60osraGX0pBJXgEAAAAAQJQGpRAt/AGohNO4AgAAAAAARHWicwAAAAAAACA+glIAAAAAAAAIO4JSAAAAAAAACDuCUgAAAAAAAAg7Ep3jqvbsSZgIvXjx4la+fPkMOR4AAAAAkY17CADXgqAUknHIdabr2LFjgjUxMfksNnYPlQoAAACAeHcQlug9RL6YGNsTG8s9BIAghu8hGSfN7IqZzTazLb5ltsXF/WzHjx/P6AMEAAAAEBV3EGY/x8VxDwEgBD2lcA2qmVmdjD4IAAAAAFGCOwgA14KgFFKNceIAAAAAACC1CEohFcg1BQAAAAAArg9BKVznSHF1zPXssbi4jm6cOEEpAIgM9GoFAEQS6iUAfgSlcB0YKQ4AEeuMmWVLfPajmLwxFrs34exH+/fvTzQBLTcLAIDrxax8ABJDUAoAgMwozswCZtZWUSXf68fN4v72r9mP/F/+FZCqUrWKxZ3TG68tiAUAwPWPtTDr+O9Z+a6lnqEBBchcCEoBAJCZKSBV5urF9AXfBaSuMYiVUtxEAABSOtYift1x6NAhe7RdOzt3/nyCsvS2AqITQSkAAJDiIFZK0AsLAJCauqNalSr2c1zCuuN6e1sBiBwEpQAAyILiJ5pNLPHs1dZfay+n9O6FBQDInPWSAlL+ANRSM3uezLZApkJQCgCArCSZBOgpLZ/iXk7p0AsLAJB5E6BbvABU8s0nAKIRQSmkuZS0pieWY4T8IgCQAQnQvzKzj1JQnl5OAIB0TIDu9YpKievp1QsgYxCUQpq3cyTamh6Tz2Jj9ySc6alKNYuL+/mqZQEAaSx+r6XjKSyfzA3A+fPnLU+ePMmWAQDAL/6QvD1p1NsqpQnQmZgDCC+CUgjLRK9xcR3tk08+sWrVqoXcpPwrIOUv/6+ytLwDQBQPA8z2795VAABk6F3IvxKgx78PSawBRZjdDwg/glIIQztH0j2oEi9P11sAiPphgP7XkxoaCABAut+FJN6AksPMLiexnWsNbnF/Alw/glKIsJHiKRsCCACI0GGA/tevMjSQhggAQEbchST1+rUGt+g9BVw/glKIsJHiKRsCKNy4AECUSsuZ/QAASOFdyLXmsUrsDiW5oYHcnwDXjqAUon4IID2oACBKpWJmPxLQAgAi4Q4lLZOrA1mZ/o6i2uTJk61ixYoWExNjDRo0sE2bNmX0ISFd+NsntviW2S5Zulootm7dGrLoxgUA4qPeiEDeUD9vKf6fYX3+6/qSJUvs1iq3Wt26dRMsVapW4boPIN1Qd+Da707Mfo77V8MKgEzeU2r+/Pk2cOBAmzp1qqscJkyYYC1btrTY2FgrUaJERh8e0gU9qACkHvVGJpjZz5LuWUUCWgDpgboDyUk4ZdO/kC8RyAJBqXHjxlmPHj2sS5cu7rkqCrWiTp8+3Z599tmMPjyERcpzUCU2/WtiryX3OhUKEJ2oNzLJzH7xk6snEcTS9fv//u//rHTp0hF7zWc4IhD5qDuQEskN64vJk8f+ep31EvcnyGyiNih14cIF27Jliw0ZMiT4Wvbs2a158+a2fv36RN+jP2AtnlOnTrnH06dPp2jfZ87o26/9u4Om93/Zkwavp8U2omGfaX0sP8d7/Xt3h5J4K3v2fweyrvZa0q/nzh1js2e/bSVLlgwtnT27XbmSsHxKXk+LbUTDPiPpWKJ5n6VKlXJLSnjXvEBAd/1ZR0TUG/qmesG34pil3+vpue1wHcvFeK9fSqL8gX8Hse4ys0L/2cb5LeftwQcftOuVO09um/3n2dd1zU/stSNHjljHTh3twvkLYdtnRr3OPiPnWFJTbwh1x7XVHWlVb/jrjsz2rT3a9pnSY9Fvhf7yBplZOd/ru8zsjfOJ10spuRNJqmxM7tz29uzrqzdS+nokXdsy2z4j6VjSvd4IRKl//vOfOrPAunXrQl4fNGhQoH79+om+Z/jw4e49LCwsLCwWOHDgQCArod5gYWFhuf6FuiP5uoN6g4WFhcVSVG9EbU+p1FALh8aDexQB/PHHH61YsWKWLVu2VEX+ypUrZwcOHLBChbym2cyJc82cONeseZ5qrfjpp5+sTBn/+CekV70Rrb97HHd4cdzhxXGnHHVHeO83ovV3NFrw+aYvPt/0czqKPttrrTeiNiilMbM5cuRwXd/99DyprmUaext//G2RIkWu+1j0yxDpvxBphXPNnDjXrHeehQsXtqwmo+uNaP3d47jDi+MOL447Zag7rl53pPX9RrT+jkYLPt/0xeebfgpFyWd7LfWGhqRGpdy5c7spoFetWhXSEqHnjRo1ytBjAwBEHuoNAEBKUXcAQPqK2p5Soq6xnTt3tnr16ln9+vXd9Kxnz54NzowBAIAf9QYAIKWoOwAg/UR1UKp9+/Z27NgxGzZsmB0+fNhq165ty5YtSzDjQHpR19zhw4cnOiVnZsO5Zk6ca+aTVc4zmuqNaP2ZcNzhxXGHF8eNlKDuyHz4fNMXn2/6yZMJP9tsynae0QcBAAAAAACArCVqc0oBAAAAAAAgehGUAgAAAAAAQNgRlAIAAAAAAEDYEZQCAAAAAABA2BGUSqXJkydbxYoVLSYmxho0aGCbNm2yaDNixAjLli1byFK1atXg+ri4OOvTp48VK1bMChQoYO3atbMjR46EbGP//v3WunVry5cvn5UoUcIGDRpkly5dsoz28ccf20MPPWRlypRx57Vo0aKQ9crvrxlUSpcubXnz5rXmzZvbV199FVLmxx9/tA4dOlihQoWsSJEi1q1bNztz5kxImS+//NLuvfde93tQrlw5GzNmjEXauT711FMJfs73339/1J3r6NGj7c4777SCBQu637U2bdpYbGxsSJm0+p1ds2aN1alTx81qUblyZZs5c6ZF2rk2adIkwc+1V69eUXeuWUFG1hfRei2M1r/3119/3WrWrOk+Ky2NGjWyDz74IKKPOTEvvfSS+33p379/RB97uL7HpMfn/c9//tM6duzojk1/ezVq1LDPP/884v82ET6Z4V4jvUVrHRcNorUejhaZ5ftCmtHse0iZefPmBXLnzh2YPn16YNeuXYEePXoEihQpEjhy5EggmgwfPjxw++23Bw4dOhRcjh07Flzfq1evQLly5QKrVq0KfP7554GGDRsG7rrrruD6S5cuBapXrx5o3rx5YNu2bYGlS5cGihcvHhgyZEggo+lYfve73wX+9re/aXbJwDvvvBOy/qWXXgoULlw4sGjRosAXX3wR+NWvfhWoVKlS4Ny5c8Ey999/f6BWrVqBDRs2BD755JNA5cqVA48//nhw/alTpwIlS5YMdOjQIbBz587AX/7yl0DevHkDf/rTnyLqXDt37uzOxf9z/vHHH0PKRMO5tmzZMjBjxgy3/+3btwceeOCBQPny5QNnzpxJ09/Zb7/9NpAvX77AwIEDA7t37w689tprgRw5cgSWLVsWUef6i1/8wl17/D9X/Zyi7Vwzu4yuL6L1Whitf+/vvfdeYMmSJYG///3vgdjY2MBzzz0XyJUrlzuPSD3m+DZt2hSoWLFioGbNmoGnn346+HokHns4vsekx+etOrhChQqBp556KrBx40a3j+XLlwe+/vrriP/bRNaoO6JFtNZx0SBa6+FokRm+L6QlglKpUL9+/UCfPn2Czy9fvhwoU6ZMYPTo0YFooi9zuggn5uTJk+4PY+HChcHX9uzZ4y7469evd8/1y589e/bA4cOHg2Vef/31QKFChQLnz58PRIr4ldSVK1cCpUqVCrz88ssh55snTx5X0Yj+cPW+zZs3B8t88MEHgWzZsgX++c9/uudTpkwJ3HDDDSHn+swzzwSqVKkSyChJBaUefvjhJN8Tred69OhRd9xr165N09/ZwYMHu5scv/bt27vKOVLO1QtK+W8Y44vWc81sIqm+iOZrYTT/veuzmTZtWlQc808//RS45ZZbAitXrgy5xkTqsYfje0x6fN76+7jnnnuSXB9Nf5vI/HVHtIjmOi4aRHM9HC1uiKLvC2mN4XspdOHCBduyZYvr/unJnj27e75+/XqLNurCqi6vN910k+u6qm6AonO8ePFiyHmqS3z58uWD56lHdTcvWbJksEzLli3t9OnTtmvXLotU+/bts8OHD4ecW+HChV3XaP+5qQtvvXr1gmVUXj/rjRs3Bss0btzYcufOHXL+6tp64sQJiyTquqlunVWqVLHevXvbDz/8EFwXred66tQp91i0aNE0/Z1VGf82vDIZ+fcd/1w9c+bMseLFi1v16tVtyJAh9vPPPwfXReu5ZiaRXl9E07UwGv/eL1++bPPmzbOzZ8+6bvnRcMwaKqChAPG3H8nHnt7fY9LjmN977z33N/Xoo4+6uvmOO+6wN998Myr/NpH16o5owd9R2orGejhaXI7C7wtpjaBUCh0/ftz94vh/AUTPdeGLJrooa1zpsmXL3LhWXbw1Xvqnn35y56KLry7USZ2nHhP7HLx1kco7tuR+hnrUF0W/nDlzugtxtJ2/8ke9/fbbtmrVKvvjH/9oa9eutVatWrnf42g91ytXrrhcJ3fffbcLyHjHkRa/s0mV0UX+3LlzFgnnKk888YTNnj3bPvroIxeQ+vOf/+zyk3ii8Vwzm0ivL6LlWhhtf+87duxw+R+Uv0F53t555x277bbbIvqYRV+It27d6vKIxBepxx6O7zHp8Xl/++237nhvueUWW758uWss+t///V+bNWtWVP1tImvWHdGCv6O0E231cLSI1u8L6SFnumwVUUGBCY8SrenLXYUKFWzBggUuGSAyh8ceeyz4f0XU9bO++eabXe+pZs2aWTRSa/7OnTvt008/tcwuqXPt2bNnyM9VSTz18/zmm2/czxfILKLt7109Urdv3+5alf/6179a586dXWNAJDtw4IA9/fTTtnLlSpfIN1pE6/cY3eCpZ8Yf/vAH91w9pfQ7PnXqVPf7AgCRJNrq4WgRjd8X0gs9pVJIQ2Vy5MiRIPu9npcqVcqimaKxt956q3399dfuXNR9+OTJk0mepx4T+xy8dZHKO7bkfoZ6PHr0aMh6zWagGTqi/fw1xEG/x/o5R+O59u3b1xYvXux6CJUtWzb4elr9ziZVRjNjhPsmJ6lzTYxuxsT/c42mc82MIr2+iIZrYTT+vat1UzPc1K1b1/U6qlWrlk2cODGij1lDBfRz1gw96iWgRV+MX331Vfd/taxG6rGn9/eY9DhmNSKoNdyvWrVqwaGH0fC3iaxbd0QL/o7SRjTWw9EiGr8vpBeCUqn45dEvjoZC+Vu89FxjQKOZpj9VLwt9WdI55sqVK+Q8NXZaX5i889Sjuh36L+ZqZdUvevwvW5GkUqVK7o/Uf27qxqix4/5z04VAX9Q9q1evdj9r7+ZfZTQVrcb8+s9fUe8bbrjBItX333/vckrp5xxN56oclqoY1bVVx6efo19a/c6qjH8bXplw/n1f7VwTo5YW8f9co+FcM7NIry8i+VqYmf7e9VmdP38+oo9ZvSy1X11HvEU9eZSjyft/pB57en+PSY9j1hCY+FOr//3vf3e9vCL9bxPpL9LrjmjB39H1yUz1cLS4EgXfF9JNRmdaj9ZpWjVzw8yZM92sDT179nTTtPqz30eD3/zmN4E1a9YE9u3bF/jss8/clJKaSlKzK3hTUWrqz9WrV7upKBs1auSW+FNRtmjRwk0Vquklb7zxxpCpKDOKZhDS9Jha9Gs+btw49/9//OMfwSli9TN79913A19++aWbnS6xKWLvuOMON13zp59+6mYk8k8Rq5kRNEVsp06d3PSd+r3QtJvhniI2uXPVut/+9rdupgb9nD/88MNAnTp13LnExcVF1bn27t3bTeur31n/9N8///xzsExa/M5606cOGjTIzXQxefLksE+ferVz1bThI0eOdOeon6t+j2+66aZA48aNo+5cM7uMri+i9VoYrX/vzz77rJuZSH+X+jz1XLM4rVixImKPOSnxZ/iMxGMPx/eY9Pi8N23aFMiZM2fgxRdfDHz11VeBOXPmuH3Mnj07WCZS/zaRNeqOaBGtdVw0iNZ6OFpkpu8LaYGgVCq99tpr7hcld+7cbtrWDRs2BKKNpoQsXbq0O4f/+q//cs91s+vRBft//ud/3PSU+oX+9a9/7S5Gft99912gVatWgbx587ovgvqCePHixUBG++ijj1zlFH/p3LlzcJrY559/3lUyqvSbNWsWiI2NDdnGDz/84CqlAgUKuOk1u3Tp4io/vy+++MJN66xt6DNU5RdJ56qKQxcrXaQ0tWiFChUCPXr0SPClJhrONbFz1DJjxow0/53VZ1q7dm33t6Fgj38fkXCu+/fvdwGookWLup9H5cqVXYVz6tSpqDvXrCAj64tovRZG6997165d3XVW29J1V5+n9wUzUo/5WoNSkXjs4foekx6f9/vvv+9uKPQ3U7Vq1cAbb7wRsj5S/zYRPpnhXiO9RWsdFw2itR6OFpnp+0JayKZ/Mrq3FgAAAAAAALIWckoBAAAAAAAg7AhKAQAAAAAAIOwISgEAAAAAACDsCEoBAAAAAAAg7AhKAQAAAAAAIOwISgEAAAAAACDsCEoBAAAAAAAg7AhKAQAAAAAAIOwISgEAAAAAACDsCEoBAAAAAAAg7AhKAQAAAAAAIOwISgEAAAAAAMDC7f8DtjVBsE3KSKMAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 1200x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Compute basic stats over all samples\n",
    "min_vals = training_data_ds['smb_images'].min(dim=['x', 'y'])\n",
    "max_vals = training_data_ds['smb_images'].max(dim=['x', 'y'])\n",
    "mean_vals = training_data_ds['smb_images'].mean(dim=['x', 'y'])\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.figure(figsize=(12, 4))\n",
    "\n",
    "plt.subplot(1, 3, 1)\n",
    "plt.hist(min_vals.values, bins=50, color='blue', edgecolor='black')\n",
    "plt.title(\"Min value per image\")\n",
    "\n",
    "plt.subplot(1, 3, 2)\n",
    "plt.hist(max_vals.values, bins=50, color='green', edgecolor='black')\n",
    "plt.title(\"Max value per image\")\n",
    "\n",
    "plt.subplot(1, 3, 3)\n",
    "plt.hist(mean_vals.values, bins=50, color='red', edgecolor='black')\n",
    "plt.title(\"Mean value per image\")\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "3e45d006-5da3-4cc5-9fe0-bcb91cba9e7b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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HIXXGvEknyb90hHRKZdiYf+esPhPRyfB6KU8gwW/ZVrL/SBu0+mf+nyuzGgfzuaFsf/91qwUOvddhbbyD+PXdr6SWV031k0MlQetAdWxl+Jr2fG2k0yzbXSYn8z7A6Nq1K+6++261rYT8u5aDFSl7Egp5veyPMtxu0qRJta7TQNuLiIiIIkuG8Aear6K+Qu1L+vep9u3bp+Y9kBJQcgnmPfz7e9pJYq2/J316UVu5NzmBLX0Uqfsrl5o+t6ZyAhopHeE9Mavm77//Rl0acpyh9fcDle+SwK2UrqjtuEB7LFDQtaZ+r0w2++STT6pkEZvNVuvyDTneIaLIY+CWKM7J2VUJwslFZrOXs9xydl0mIQiGdMbkrK5kPkqdJsmIlDPD0lGQ+ka1nWGWCbUk61cmO3v++edVtqBMeCS1l6SGqr+6Alne5My+ZCRK1q0EbuVaOkkS7PJ+P8n+lGwBOXMtEyhIsEqyCKQ+mJx9DlVNr6npcS3w1ZD1WBN5jZxtl8moAvHvXNVGMkOlsymdOsl4kLrHtX2uZHXLxBWByH5Wn+1f1zqsiVb/tqZOYyj7lRwQBVPXTNpa00GORr6v1Pz1pz0mk9TVRLaB7K/+B0FSp0wmwdDqp0nAXwLjkrEhJwO0EwLyHWS9SeBd/p34H+RJNolkb0hmx6xZs2psh7ZOA9W/JSIiosiRYKL83Q8UxKuvUPuS/n0qrf8qmZgyQigQGUEVjv5eoM+V+qo1jaoK53oKpDGOM8LVLn8yoZ1MZib1fyWbWPqF0j6pmasFysNxvENE0cHALVECkeEw3oEjCR5Kx0dmG/UvSq+R4fMy7EiydyUAp5EhTHWRoVMSnFy0aJHPkHEJ3DWUTEAgEwJIEFo6m9JRkqFW/sEwCebKGXC5yHIyNFyyFaWTFegMe2MJdj3KxHJaJoFMNKWR4UwShPPu/Mr2k2xq+W7hyIiU0ggyHF/W2YUXXljjcvK5Ehisa/015vb3z0wIdp+si8yiG0zmqmynQNnI3uTflASv5d+Yd+aFTL4hwVQtwB2ITFAhpPSEP8mSkP1BC6zKtpByKHLxJ1kUkqXrPbmIfL5M2CG/B3LCw3vImz9Zp9L22tpKREREjU8mGBPBln8KRkP7knISW0ZsSX8lXP1qrWyWTLJc03tqo6MkISCS/Xl/dR1n1LROtf6+TKCrlaXQyGPa897HBf4CPVYTmexW1pkch3i3KdhEHiKKbaxxSxSHpLMQ6MznJ5984jMsR866SodDMkD9Mz6112tnVr3fT8ovSAZlXeS10jnwDj5JsMt/htr6kiFKUvtJhilJp1Pue5P6Tf60AHWgIeyNKdj1KME0ySB9+eWXPcE5ITVV/TNKpa6X1JSSZf1J/dTy8vKQ2iiB4gcffBAzZ85Us/fWRD5XSlRIQNafZBZr7W7s7a+RYXCSESL1whoqnDVuZaicBGClk6yRkgZyskEyxr2D2ZLt4J3xIFki8m9TTkh47zOSbSPB4P79+6v7kjEhZVD8L7ItJWgut++8807P62U4pGTZStkNKWNRVzaylB/p1auXT50zIiIiiiwpsyV9NDkhK/MehEtD+5LS15OaqnKyXgKt/qSUQqgGDBigvqeUP5N+pTetTyT9n5NPPhkvvvhiwNFN9fncUAVznCGJJsL/e0h/X76DjHryPib59NNPPX01IQkpUjLi9ddf9xkR9vnnn6vatw05DpET+dKfJ6L4x4xbojg0efJkNeGVZNVJNqIECFevXq2CQBKwkXIJWnBIzgpLR1CyVWWovAST1q5dqzoKMnxGyhBI7SkZ/nTDDTeoQJyc8Q9mSIx0OuTs86hRo1Q2p9Saeu6559TnSo3UhtLqssowKa3j6E0C0jKESdohZ6zl8yVQKvWsZLh5JAW7HqW0hZQpkG0oZ+ClQy3Bztdee01lIHifJb/00ktVxqRMSiXB+uOOO04FSaV2lTwugVUtyzoYEiiUmqd1kSFWMsmdZDzLsKsjjzxSdeylAyln9KW9MrS+sbe/N8kqlSClrM+GZB+Hs8atBG5lsjz59yZZ7bJOZP+TbeSf1SuZGkLL4pUMlgkTJqiTElrNNJl8Q14vB1JaMFYyd+UEjD8Jjn/zzTc+z8nrJUtHTgDINtQmvtDI/nXsscf6ZPbKgYGUYSAiIqLIkOCd9OXkRLicAJagrZw0lr6s9L+8J7NqqHD0JWWCU3mtTFQlk+vK3BkS1JRyYDIBaqAAZ1390RdeeEGd5JZAqPSjpPyUtEnmi9ASB6RPKf15KfUgnyv9N1lfEoyUE92S1NGYgjnOkL6VTGImAVo5ZpFArqwnCUw/9thj6rtJKbWLLrpItX3GjBnqWE0mndVIFq/0c2XbyPLSj5MkCwnoBlPeS0ifXRIJ5NhQ2isjqqRNsq2CfQ8iimEuIoo7n376qWvChAmu7t27uzIzM11ms9nVpUsX1+TJk1179uyptvzs2bNd/fv3d6WkpLiaNGniOumkk1yfffaZ5/kvv/zSNWjQIFdaWpqrdevWrilTprgWLVokEUfX8uXLPcuNHz/e1aFDB5/3fuWVV1xdu3ZV7y3tefXVV1333Xefeq03uX/dddeF/F3Hjh2rXjts2LBqzy1dutR11llnqTbLOpDriy66yLVp06Y631e+x2mnnea5v3XrVvU5//73v32Wk+8vj7/zzjs+j8v3lMfXrl0b8noUzzzzjGqDrLejjz5avfbII490jRo1ymc5q9Xqeuyxx1y9evXybD9Zbtq0aa7i4uJav6Nsr4yMjFqXqel7l5aWuu688061X8m6bdasmWvw4MGuJ554QrUpXNtf1oG0sy7r1q1T77Fy5cpat2OkFRQUuCZOnOhq2rSpKz09Xf3b8t4nvNvp/2/HZrO5nn32WVe/fv3Uv2O5nHLKKa5ly5bV+bmBtq22LWu6+K9n+R2Rxzdv3lzv709ERETB0fqO2kX6Vy1btnQNHz7cNWPGDFdJSUm11wTqU0lfQ/qF/mrqEwXbl6ytry7HF/Jcu3btXCaTSbV76NChrpdeeqnOPrPWP5Hv723VqlXqu2dlZak+Td++fVW/yNuWLVtc48aNU58nn9umTRvX6aef7nr33Xdddant+wTqx/uv62CPMz788ENXz549XUajsdr3fPvttz3HYHl5eeq45u+//67Wnrfeekv1o2W53r17uz766CPXueeeqx6rq88unE6n6+GHH/YcW8hnzp8/v9qxWziOd4go8nTyv2gHj4mIkp2UspAsTMm8DDScjdxZq5IprtWAo4aRbF3JXpZMZiIiIiKKHZKNLMcGko1NRMmNNW6JiCLMYrFUK6Egta1kqJnU86LAZCiZlAPZtm1btJsS96S+mtTAlTIqRERERBQd3pPSek96LKUgeFxARIIZt0REESadMaltdf7556uJyqRG2CuvvIIePXqoyaKkDi4RERERESU2mf9g2LBhuOSSS9TIMqn1K/VpZeJYmRBOjhWIKLlxcjIiogiTSQnatWuHZ555RmXZ5uXlYdy4cWryBwZtiYiIiIiSg0xuLBMBy4S1+/btUxOcyQRjclzAoC0RCWbcEhEREREREREREcUY1rglIiIiIiIiIiIiijEM3BIRERERERERERHFGNa4DYLT6cTOnTuRlZUFnU4X7eYQERERJSSp4FVaWqomaNHrmV8QDez3EhEREcVOn5eB2yBI51UmEiIiIiKixvfXX3+hbdu20W5GUmK/l4iIiCh2+rwM3AZBMg60FZqdnd3on2ez2bB48WKMGDECJpOp0T+PYhP3AxLcD0jDfYGSYT8oKSlRQUOt70XR7/cm+j4XD7gNor/+l370EUZNmOB+YOdOICMj2s1KKvw3EH3cBtHF9Z942yCUPi8Dt0HQholJ5zVSgdv09HT1WfxHmby4H5DgfkAa7guUTPsBh+jHTr83Wfa5WMZtECPrX3tAjgcZuI0o/huIPm6D6OL6T9xtEEyfl8XDiIiIiIiIiIiIiGIMA7dEREREREREREREMYaBWyIiIiIiIiIiIqIYwxq3REREREREREQU0xwOh6o1mmzkOxuNRlgsFrUOKPa3gdTBNRgMYflsBm6JiIiIiIiIauA0GOC45x73QTgnBiKKOJfLhd27d6OoqAjJ+v1btmyJv/76ixO4xtE2yM3NVa9p6DZj4JaIiIiIiIioBi6TCc6pU2Fg0JYoKrSgbX5+PtLT05MueOl0OlFWVobMzEzo9ax4GuvbQIK8FRUV2Lt3r7rfqlWrBn02A7dERERERERERBRzZFi6FrRt2rQpkjVoaLVakZqaysBtnGyDtLQ0dS3BW9l3G1I2gVuciIiIiIiIqCZOJ/Dzz+6L3CaiiNFq2kqmLVE80fbZhtZlZsYtERERERERUQ0MVitM/fu775SVARkZ0W4SUdJJtvIIFP90YdpnmXFLREREREREREREFGMYuCUiIiIiIiIiIiLl/vvvR79+/Tz3L7vsMowZM8ZnAq6rrroKeXl5KrN0/fr1AR+jhmPgloiIiIiIiIiIKIwk2CkBzGuuuabac9ddd516TpaJBzNmzMBrr73mub9w4UJ1f/78+di1axd69+4d8LFws1gsap316dMHRqPRJ5iskc+++OKLcfjhh6uJxG666aY63/fAgQMYNWoUWrdujZSUFLRr1w7XX389SkpKAi7/5Zdfqs/3Dm43FgZuiYiIiIiIiIiIwkwCgG+99RYqKyt9go9z5sxB+/btES9ycnKQm5vrub9lyxa0atUKgwcPRsuWLVUQM9Bj4eZwOJCWloYbbrgBw4YNC7hMVVUVmjdvjnvuuQdHHHFEUO8rAd6zzjoLH330ETZt2qQC0EuWLAkYdC8qKsK4ceMwdOjQBn+foNoWkU8hIiIiIiIiIiJKIgMGDFDB2/fff9/zmNyWoG1/bdLDg5xOJx555BF06tRJBScl6Pjuu+/6BC0nTpzoeb5bt24qE9abVtLgiSeeUEHUpk2bquxem81WazsfffRRtGjRAllZWeozJLgc6H2125MnT8b27dtV1nDHjh0DPtYYMjIy8MILL+DKK69UweFA5LNlvUhwVQLOwWjSpAkmTZqEgQMHokOHDiooe+2112LlypXVlpVgrmT0HnvssYgEBm6JiIiIiIiIiCi+lJfXfPELPNa6rFc2bI3LNsCECRPw6quveu7Pnj0bl19+ebXlJGj7+uuvY9asWfj5559x880345JLLsHnn3/uCey2bdsW77zzDn755RdMnToVd911F+bOnevzPsuXL1fZr3L93//+V2WPepc58Cevl5q2Dz/8ML799lsV8H3++edrXF6Cog888IBqi5QlWLt2bcDHApHAbmZmZq0XaUe07dy5UwXYTzrpJJ/HZTv+8ccfuO+++yLWlvDnLRMRERFRfHO53Bc9z/ETETkNBjhuuQUG+U00maLdHCLSZGbW/Nzo0cCCBYfu5+cDFRWBl5Xg3IoVh+5Ltuj+/b7LSL+oniT4euedd2Lbtm2e+qhSPmGF12fK8H4JWMrwfC2Ts3Pnzli1ahVeeukllWVqMpkwbdo0z2sk83bNmjUq8PqPf/zDJ3t05syZMBgM6N69O0477TQsXbpUZakG8vTTT6ssW7mIhx56SLXDP+tWI1mskpkr7++d9RroMX9SQ7auSctkcrNoueiii/Dhhx+q0hZnnHEG/vOf/3iek2C4BMolC7cxykDUhIFbIiIiIjqkrAyYPx9o1gyooXYYEVEycZlMcD76KAwM2hJRPUi9VQmeStary+VSt5tJP8vL77//joqKCgwfPtzncavV6lNS4bnnnlMZu5K5KsFFed5/gqxevXqpAKpGMmh/+umnGtv366+/VqvlKsFjydgNNwl4dunSBbFq+vTpKptW6txKsP2WW25R2cdSpkIC3/KcTHoWSQzcEhEREZE7k2TDBuCTT9xDBiWTYNCg2rNZiIgSzJtnvOn7gAlIH5+Ody94F/ArEXnRxxdFtG1EFOBkc028ApfK3r01L+s/wujPPxFuUi7h+uuv9wRf/ZUd/C4LFixAmzZtfJ6TTFshWbr//Oc/8eSTT6rAqmS4/vvf/8bXX38dcHmN1JyVMguxQALOPXv2rHUZyWqVSzS0bNlSXSRTWTJ/TzjhBNx7771ISUnB999/ryZFk4uQdSqBeAlGL168GEOGDGmUNjFwS0RERJTspHabZNn++qv7vgxxkwkoGLQlIpKjc2SU7wPsQHlaU0DHMjJEMSEjI/rLBmnUqFEqO1aCqCNHjqz2vAQzJTgogU3/uqoSICwpKcHq1asxePBgNWmW9/D9hurRo4cK/spkXpqvvvoKjSHWSyV404LdUsZCsqalxIXU4NUfDPRLJu6yZcvUBHJStqKxMHBLRERElMx+/tldA07qvklH9MQTgRNOqJ6pQkSUpAxWK05ffKO6PXfUbDiMqdFuEhHFGSldICUJtNv+JHtWsmllQjIJGB5//PEoLi72BAvPPvtsdO3aFf/73/+waNEiFSiU2zIJWEODhjfeeCMuu+wyDBw4EMcddxzeeOMNNTma1NiNxVIJv/zyiwqCFxQUoLS01BMI9i4ZoT0mmcz79u1T981msyfb94MPPlClEH777Td1/5NPPsGePXtw1FFHqfUt3/+2225T66Njx45qm8hrs7OzPYHb/Px8pKamonfv3mhMDNwSERERJXOm7YcfSgE1oEUL4Oyz3dm2RERERBRWEvSrzYMPPqgyOx955BH88ccfyM3NxYABA3DHHXeo56+66ioVgLzgggtU5q5MpCXZt59++mmD2iXvJ5m7U6ZMUROSnXvuuZg0aZIKEMei0aNHeyZ6E1oNYClb4P+Y+O677zBnzhx06NABfx4sgyFB8Y0bN3qWSUtLw8svv6wC55Jh265dO5xzzjmedR9NOpf3N6OAJCVdZs2TDVvXP7RwsNlsKtovO6N/bRJKHtwPSHA/IA33BWq0/WDdOum9ujNto5xlG+k+F9W9DfjbE33cBtGvcZt1gR6nX3hhtYxb1riNDP4bSO5tIIHErVu3qqxSyW5MRlqpBO9sT4r9bVDbvhtKn5dbnIiIiCiZMmzffRf4449Djw0YAJxyStSDtrHqiy++wBlnnKFqskl2y7x583wOZG+//Xb06dMHGRkZahmpD7dz506f95ChfGPHjlUdc8memThxomcSEs2PP/6oJsCQjr1keTz++OPV2vLOO++oyTJkGflMOYj2JvkYU6dOVbNHS+bIsGHDsHnz5rCvEyIiIiKKDAZuiYiIiJLBL7/ILArAhg3uichiZHbhWFdeXo4jjjgi4AzQFRUVWLdunZptWK7ff/99NezuzDPP9FlOgrZSK+2zzz7D/PnzVTBYhjt6Z12MGDFCDeGT4XwyQ/T999+Pl156ybOMTEgiQyIl6CuzGo8ZM0ZdNsj2PEiCvc888wxmzZqlJhmRYLJMgCIZH0REREQUf1jjloiIiCiRyaRjkpmpBfjy84ExY9wTkVGdTj31VHUJRIa4STDW28yZM3H00UerWaHbt2+vJiJZuHChmjxEJv0Qzz77rBpu+sQTT6gsXZkERCbZmD17tpo4o1evXqqG3VNPPeUJ8M6YMUPNSC0TZWh18OSz5fMkUCvZtk8//TTuuecenHXWWWqZ119/HS1atFBZwhceHOZNRERERPGDPXYiIiKiRCWzF0umqARtJVArdWwlENi6dbRblrCkVpmUVJCSCGLNmjXqtha0FVLCQOqjSVastsyJJ56ogrYayZSV7N3CwkLPMvI6b7KMPC6khtru3bt9lpHA8jHHHONZhoiIiIjiCzNuiYiIiBLRX38Bb7/tvt28OXD22QzYNjIpSSA1b6WkgTbRhART8yXL2YvRaEReXp56TltGJq7wJpmy2nNNmjRR19pj3st4v4f36wItE4jMnCwX77INWv1e7aLdp+jgNogw/3mXTIDLYMCmw4YDTsBlNgAHS4Jzm0QG/w0k9zaQz5RRJTI5lFySkXx/7TpZ10E8bgNZTpaXfdjgN5dEKP+WGLglIiIiSkRt2wK9egF5ecBJJ0m0MNotSmjSAf/HP/6hOugvvPAC4sUjjzyCadOmVXt88eLFSE9P99z3LwlBkcdtEBnp4w/t9xo5RP/1yevUbe95wf0nCKTGxX8DybkN5GRny5YtUVpaqsoKJTNZBxQ/20BOjFdWVuLzzz+Hw+GoNk9CsNiDJyIiIkoElZXAsmXAyScDGRmATgecd577miIStN22bRuWLVvmybYVcrC5d+9en+XtdjsKCgrUc9oye/bs8VlGu1/XMt7Pa4+1atXKZ5l+/frV2PY777wTt9xyi0/Gbbt27dRkafI95LvJgfrw4cNhMvmnIlIkcBtE1rsXvOv7gAlIvzgdFXMqAL8EqfPePi+ibUtW/DeQ3NtAshalHJD8fWrevLn6fClJlEzkpLBMliqTjibbd4/HbaBl2co+K8vLvxspkeVNG+EUDAZuiYiIiOLdxo3Axx8DZWXuAK4EbAU79xEL2m7evBnLly9H06ZNfZ4/9thjUVRUhO+++w5HHnmkekyCu3IgKvVntWXuvvtu9V7aAbEcIHfr1k2VSdCWWbp0KW666SbPe8sy8riQUgsSvJVltECtHBRIHd1JkybV2P6UlBR18Sft8D44979PkcdtECGBRq+6XEgpK1HPVZmzPL+t3B6RxX8DybsNOnfujF27dqlLMpJAoGRupqWlMXAbR9tARi7JyXTvOQw0ofw7ipnA7aOPPqrO+N94441qRlytTtitt96Kt956S6UYywQMzz//vE/tLpmxVzqj0lHOzMzE+PHj1ZAvSafXrFixQmUS/PzzzyqDQGbbveyyy6LyPYmIiIjCRoK0CxcCP/zgvt+sGTBoULRblVDKysrw+++/e+5L1s/69etVjVrpjJ933nlYt24d5s+fr4bBafVk5XnpqPfo0QOjRo3ClVdeiVmzZqng7PXXX48LL7wQrQ/WHL744otVuYKJEyeqGrkbNmzAjBkzMH36dM/nSh/5pJNOwpNPPonTTjtN9Y+//fZbvPTSS+p5OYiQoO5DDz2Erl27qkDuvffeqz5jzJgxEV9vRInEUFWFsz65Rt2eO2o2HEbvgglE1Njk72n79u3ViBX/IefJQPoOX3zxhZrIlCcv4mMbSE1biUuGI9AeE4HbtWvX4sUXX0Tfvn19Hr/55puxYMECvPPOO2pWXOnknnPOOfjyyy/V8/IPVjqukl2wevVqdfZl3LhxaiU+/PDDns61LHPNNdfgjTfeUFkIV1xxhepoSyCYiIiIKC5t2uTOspVaW9IpHDzYXSaBHfqwkuDoKaec4rmvlRWQZIH7778fH330kbrvX45AkgpOlu0BqD6o9GOHDh2qhsqde+65eOaZZzzLSj9Xasped911Kiu3WbNmmDp1Kq666irPMoMHD8acOXNUAsJdd92lgrPz5s1D7969PctMmTJFDeOT10mW7/HHH4+FCxciNZVBJiIiim8SAEvWrGsJAkrQWv6eJ+P3T/ZtYIyFLIaxY8fi5ZdfVhkCmuLiYrzyyiuqgzpkyBD12KuvvqqyFr766isMGjRIdXB/+eUXLFmyRGXhSof5wQcfVJkK0pGWszKS2SAZB5KdIOT1q1atUhkMDNwSERFRXFq/HliwwH1bhuZLRmW7dtFuVUKS4Ks2k3AgtT2nkexb6dPWRhIYVq5cWesy559/vrrUdlD7wAMPqAsRERERxT/f6rhRIJkFkhE7bNgwn8elDpikIns/3r17d5Uev2bNGnVfrvv06eNTOkGCsVLPS8oiaMv4v7cso70HERERUdzp3h3IzXVn2V5zDYO2REREREQJKKoZt1KbS2qCSakEf1IfTDJmc+WgxIsEabXaYXLtHbTVnteeq20ZCe5qhYX9ST1dufjP9iaBZLk0Nu0zIvFZFLu4H5DgfkAa7gtJzmKBbv162AYMUHdtBgNw5ZVS9M39fILsF9y/iYiIiIhiIHD7119/qUkWZDbcWKu7JZObyQQR/qQ0g8wKFymyboi4H5DgfkAa7gvJJ2PXLrT85hsYKyqw++ijgcMOS9j9oKKiItpNICIiIiKKGVEL3EophL1792LAwcwRbbIxmaVt5syZWLRoEaxWq5pYwTvrds+ePWoyMiHX33zzjc/7yvPac9q19pj3MtnZ2QGzbcWdd97pmXhCy7ht164dRowYoV4XiWwTOSAbPnw4C08nMe4HJLgfkIb7QpJm2X72GXQ7dgBt2kihVHQYPRqLf/stYfcDbZQTERERERFFMXArs+r+9NNPPo9dfvnlqo6tTC4mgVI5IFm6dKmaeVds3LgR27dvx7HHHqvuy/W//vUvFQDOz89Xj8lBrQRXe/bs6Vnmk08+8fkcWUZ7j0BSUlLUxV+kZzBM1hkTyRf3AxLcD0jDfSFJbNkCfPihRDIBoxE45hjpPLk7br/9lrD7QSJ+JyKKfy6DAX+0PxFwAi6dIdrNISKiJBK1wG1WVhZ69+7t81hGRgaaNm3qeXzixIkq81Vm4pVg7OTJk1XAddCgQep5yYCVAO2ll16Kxx9/XNWzveeee9SEZ1rg9ZprrlEZvFOmTMGECROwbNkyzJ07Fwu0mZiJiIiIYskXXwDLlrlvN2kCjBkDdOjgvs8asEREEec0mfD1kdcA/AkmIqJkmpysLtOnT4der1cZtzJZ2MiRI/H88897njcYDJg/fz4mTZqkAroS+B0/fjweeOABzzKdOnVSQdqbb74ZM2bMQNu2bfGf//xHvRcRERFRzOnUCdDrgaOOUlm2ngnIiIiIiIgoqcRU4HbFihU+92XSsueee05datKhQ4dqpRD8nXzyyfj+++/D1k4iIiKisKmqAqSObefO7vvt2gGTJ7uzbYmIKPpcLhjsFsAOOAwpgE4X7RYREVGS0Ee7AURERERJ648/gBdeAObMAfbvP/Q4g7ZERDHDUFWFf3w8Af9YOAEGR1W0m0NEREkkpjJuiYiIiJKC1SqzpQJr17rv5+YCFku0W0VERERERDGEgVsiIiKiSNq6FfjwQ6CoyH1fatkOGwYcnFiViIiIiIhIMHBLREREFCmLFgFr1hzKsj3zzEO1bYmIiIiIiLwwcEtEREQUKWlp7uuBA4Hhw5llS0RERERENWLgloiIiKgxa9mWlx+abOy444COHYH27aPdMiIiIiIiinEM3BIRERE1hm3bgHnzAJMJuPpqwGBwXxi0JSIiIiKiIDBwS0RERBTuLNulS4FvvgFcLiAnBygsBJo1i3bLiIioHlx6Pba3PhpwAS6dPtrNISKiJMLALREREVG4bN/uzrItKHDfHzAAGDECSE2NdsuIiKienGYzvjzmJsAW7ZYQEVGyYeCWiIiIqKEcDmDJEuCrr9xZttnZwJlnAl26RLtlREREREQUpxi4JSIiImoovR7YtcsdtO3fHxg5klm2RERERETUIAzcEhEREdWH7eCYWZl8TKcDzjoL2L8f6No12i0jIqIwMlgsuOiDi9XtuaNmw2HkiTkiIooMBm6JiIiIQvXXX+5atocdBowe7X6sSRP3hYiIiIiIKAwYuCUiIiIKJct2+XJgzRp3WQS5P2QIyyIQEREREVHYMXBLREREFIy//3Zn2Uo5BHHEEcCoUQzaEhERERFRo2DgloiIiKg2drs7y3b1aneWbWYmcMYZQLdu0W4ZERERERElMAZuiYiIiGpTWQmsW+cO2vbtC5x6KpCWFu1WERERERFRgmPgloiIiMif0wno9e7bWVnuDFu53717tFtGRERERERJgoFbIiIiIm87drhr2Q4bdqgcQs+e0W4VERFFiUuvx44W/QAX4NIdPKlHREQUAQzcEhEREWm1bD//HPjyS3fGrdS1PfxwQKeLdsuIiCiKnGYzvhg8BbBFuyVERJRsGLglIiIi2rnTnWW7d6/7fp8+7lq2DNoSEREREVGUMHBLREREycvhcGfZrlrlzrLNyABOPx3o0SPaLSMiIiIioiTHwC0RERElr23bgC++cN/u1QsYPdodvCUiIjrIYLHg/I8uV7ffH/4CHMbUaDeJiIiSBAO3RERElLw6dwaOPRZo29YduCUiIgrA6KiKdhOIiCgJcUpMIiIiSh67dwOvvQaUlh56bORIBm2JiIiIiCjmMHBLREREyVHLdsUK4KWXgD//BD77LNotIiIiIiIiqhVLJRAREVHiZ9nOm+e+Fj17urNsiYiIiIiIYhgDt0RERJS4WbarVgGffw44nUBaGnDaae6yCDpdtFtHRERERERUKwZuiYiIKDGtWQMsX+6+3aOHO2ibmRntVhEREREREQWFgVsiIiJKTEcfDfz6KzBoENC7N7NsiYioXlw6HfY06wE4Aeg4TQwREUUOA7dERESUGPbuBdauBUaPdgdpzWbgiisYsCUiogZxpqRg2Qn3ArZot4SIiJINA7dEREQU36R+7ZdfAitWuOvaNm/uzrYVDNoSEREREVGcYuCWiIiI4te+fcAHHwA7d7rvd+vmrmdLREREREQU5xi4JSIiovjMsl292j35mGTZpqYCp54K9O3LLFsiIgorg8WCsxdcrW5/NGQGHMbUaDeJiIiSBAO3REREFH8+/hj4/nv37cMPB844A8jKinariIgoQaVaS6PdBCIiSkIM3BIREVH8kRq2GzcCI0YARxzBLFsiIiIiIko4DNwSERFR7Nu/H/j7b6BfP/f9Vq2Am28GTKZot4yIiIiIiKhRMHBLREREsV3L9quvgGXL3LdbtnRfBIO2RERERESUwBi4JSIioth04AAwbx7w11/u+126AOnp0W4VERERERFRRDBwS0RERLFFMmu//hpYuhSw24GUFGDkSKB/f9ayJSIiIiKipMHALREREcUOlwt44w1gyxb3/cMOA848E8jJiXbLiIgoSbl0OhzI7Qy4AOj00W4OERElEQZuiYiIKHZIRq2URJCJyEaMAAYMYJYtERFFlTMlBYtPeQiwRbslRESUbBi4JSIiougqKACqqoBWrdz3jzkG6NULyM6OdsuIiIiIiIiihoFbIiIiil5ZBK2WbVYWMGkSYDIBej2DtkRERERElPRYoIeIiIiik2X72mvAwoWAzQbk5rqzbolizBdffIEzzjgDrVu3hk6nw7x583yed7lcmDp1Klq1aoW0tDQMGzYMmzdv9lmmoKAAY8eORXZ2NnJzczFx4kSUlZX5LPPjjz/ihBNOQGpqKtq1a4fHH3+8WlveeecddO/eXS3Tp08ffPLJJyG3hYhCZ6iqwhmLbsAZS2+AwcG/VUREFDkM3BIREVHks2xfeAHYtg0wm4HTTwcuvRTIzIx264iqKS8vxxFHHIHnnnsu4PMSYH3mmWcwa9YsfP3118jIyMDIkSNhsVg8y0jQ9ueff8Znn32G+fPnq2DwVVdd5Xm+pKQEI0aMQIcOHfDdd9/h3//+N+6//3689NJLnmVWr16Niy66SAV9v//+e4wZM0ZdNmzYEFJbiKgeXC5kVuxHZuV+998xIiKiCGGpBCIiIooMyah9803gzz/d9zt1As48E2jSJNotI6rRqaeeqi6BSIbr008/jXvuuQdnnXWWeuz1119HixYtVGbuhRdeiF9//RULFy7E2rVrMXDgQLXMs88+i9GjR+OJJ55QmbxvvPEGrFYrZs+eDbPZjF69emH9+vV46qmnPAHeGTNmYNSoUbjtttvU/QcffFAFgmfOnKkCtcG0hYiIiIjiCwO3REREFBmSXSs1bOUyfDhw1FGAThftVhHV29atW7F7925VkkCTk5ODY445BmvWrFHBUrmW8gha0FbI8nq9XmXFnn322WqZE088UQVtNZIp+9hjj6GwsBBNmjRRy9xyyy0+ny/LaKUbgmlLIFVVVerinf0rbDab56Ldp+jgNogwUxD3Dx5Fc5tEBv8NRB+3QXRx/SfeNgjlfRi4JSIiosZTWAikpQGpqe4grWTY2u3MsqWEIIFSIVmt3uS+9pxc5+fn+zxvNBqRl5fns0wnyUD3ew/tOQncynVdn1NXWwJ55JFHMG3atGqPL168GOnp6Z77kt1L0cVtEBnp4w/t9x5e5UbSx6bDIX/TgGp1pqlx8d9A9HEbRBfXf+Jsg4qKiqCXZeCWiIiIwk9qAH77rfRugJ49gTFj3I9nZUW7ZUTk5c477/TJ5JWMW5kcTWruymRqkhEiBynDhw+HSbLlKeK4DSLr3Qve9X3ABGSdc2hqmIo3KuAwOtXt894+L9LNS0r8NxB93AbRxfWfeNtAG+EUDAZuiYiIKLyKioAPP5Sx24eybiXL1shuByWWli1bqus9e/agVatWnsflfr9+/TzL7N271+d1drsdBQUFntfLtbzGm3a/rmW8n6+rLYGkpKSoiz85KPE+MPG/T5HHbRAhtiCePzg/GbdHZPHfQPRxG0QX13/ibINQ3uPQqUMiIiKicGTZPv+8O2grHRKZ1Omyyxi0pYQk5Q0kYLp06VKfDAqpXXvssceq+3JdVFSE7777zrPMsmXL4HQ6Vf1ZbZkvvvjCp96ZZHV069ZNlUnQlvH+HG0Z7XOCaQsR1ZNOh+KsNijObMPa7EREFFE8iiIiIqKGKy0FPvgA+OMP9/327QGZ2b5p02i3jKhBysrK8Pvvv3vuyyRg69evVzVq27dvj5tuugkPPfQQunbtqoKn9957L1q3bo0xB8uD9OjRA6NGjcKVV16JWbNmqeDs9ddfryYLk+XExRdfrOrMTpw4Ebfffjs2bNiAGTNmYPr06Z7PvfHGG3HSSSfhySefxGmnnYa33noL3377LV566SX1vE6nq7MtRFQ/jpQUfDLs33Vn4xIREYUZA7dERETUcAYDIMPBJbNWZrU/+mhAz4E9FP8kOHrKKad47mv1YMePH4/XXnsNU6ZMQXl5Oa666iqVWXv88cdj4cKFSD04eZF44403VLB26NCh0Ov1OPfcc/HMM894ns/JyVGTgV133XU48sgj0axZM0ydOlW9p2bw4MGYM2cO7rnnHtx1110qODtv3jz07t3bs0wwbSEiIiKi+MHALREREdVPeTkgs87LsFG5Pu889+RjzLKlBHLyySfDJWVAaiCZrg888IC61ESycyXoWpu+ffti5cqVtS5z/vnnq0tD2kJERERE8YOpMERERBQaCWKtWwdIxuCGDYce79iRQVsiIko4hqoqjF5yG0avuA0GR1W0m0NEREmEGbdEREQUvJIS4KOPAK3m508/AX36RLtVREREjcflQk7pDs9tIiKiSGHgloiIiOomB6rr1wMLFwJVVe5atkOGAIMGRbtlRERERERECYmBWyIiIqo7y/bjj4HNm93327YFZJb6Zs2i3TIiIiIiIqKExcAtERER1e7AAXfQVrJsTzkFOPZYQM8y+URERERERI2JgVsiIiKqzuEADAb37U6dgJEjgS5dgObNo90yIiIiIiKipMB0GSIiIvKtZfvDD8AzzwCFhYcelyxbBm2JiIiIiIgihhm3RERE5FZaCsyfD2zc6L6/Zg0wenS0W0VERBRdOh3K0psBLvdtIiKiSGHgloiIKNlJlu1PPwGffgpUVrpLJJx8MnDccdFuGRERUdQ5UlLw8chnAFu0W0JERMmGgVsiIqJkVlbmzrL97Tf3/datgTFjgPz8aLeMiIiIiIgoqTFwS0RElMy+/dYdtJUs25NOcmfZapOSERERERERUdQwcEtERJTMjj8eOHDAfd2iRbRbQ0REFHP0VVUYsfweVeN26eCpcBjM0W4SERElCQZuiYiIkqmW7c8/A+vXAxdfDOj1gNEInHtutFtGREQUs3QuF5oW/eG+43JGuzlERJREGLglIiJKBuXl7lq2v/7qvr9uHTBwYLRbRURERERERDVg4JaIiCjRSZbtggVARYU7y/bEE4H+/aPdKiIiIiIiIqoFA7dERESJnGUrAdtffnHflxq2Z58NtGwZ7ZYRERERERFRHRi4JSIiSlQffghs2uTOsj3hBHemrcEQ7VYRERERERFREBi4JSIiSlQjRrizbk8/HWjVKtqtISIiIiIiohAwcEtERJQoZOKx/fvd2bWiWTPgiisAnS7aLSMiIoprFnNWtJtARERJiIFbIiKieCeTjn3yCbBhgztI27kz0KaN+zkGbYmIiBrEkZqKD057EbBFuyVERJRsGLglIiKK9yzb+fPdJREkSHv88e5JyIiIiIiIiCiu6aP54S+88AL69u2L7OxsdTn22GPx6aefep63WCy47rrr0LRpU2RmZuLcc8/Fnj17fN5j+/btOO2005Ceno78/HzcdtttsNvtPsusWLECAwYMQEpKCrp06YLXXnstYt+RiIio0bJs33sPePttd9C2eXN3WYShQwEjz8sSERERERHFu6gGbtu2bYtHH30U3333Hb799lsMGTIEZ511Fn7++Wf1/M0334yPP/4Y77zzDj7//HPs3LkT55xzjuf1DodDBW2tVitWr16N//73vyooO3XqVM8yW7duVcuccsopWL9+PW666SZcccUVWLRoUVS+MxERUYM5ncArrwA//XQoy/bqqw+VRyAiIqKw0VdVYcjKBzFk9YMwOKzRbg4RESWRqKbknHHGGT73//Wvf6ks3K+++koFdV955RXMmTNHBXTFq6++ih49eqjnBw0ahMWLF+OXX37BkiVL0KJFC/Tr1w8PPvggbr/9dtx///0wm82YNWsWOnXqhCeffFK9h7x+1apVmD59OkaOHBmV701ERNQgej0weDCwZg0wZoycCY12i4iIiBKWzuVCi/2/uu+4nNFuDhERJZGoZtx6k+zZt956C+Xl5apkgmTh2mw2DBs2zLNM9+7d0b59e6yRA1XI8eoa9OnTRwVtNRKMLSkp8WTtyjLe76Eto70HERFRXNi0Cene5YIGDACuuYZBWyIiIiIiogQVcsatlB5YuXIltm3bhoqKCjRv3hz9+/dXwdbU1NSQG/DTTz+p10o9W6lj+8EHH6Bnz56qrIFkzObm5vosL0Ha3bt3q9ty7R201Z7XnqttGQnuVlZWIi0trVqbqqqq1EUjywoJJMulsWmfEYnPotjF/YAE9wNCZSV0Ut5n/Xq03L0btvPPBzIzDz3PfSOpJPpvQqJ+LyIiIiKiRg3cvvHGG5gxY4aqRSuBz9atW6ugZ0FBAbZs2aKCtmPHjlVlCjp06BB0A7p166aCtMXFxXj33Xcxfvx4Vc82mh555BFMmzat2uNSmkEmQYuUzz77LGKfRbGL+wEJ7gfJKWPHDrRcuxbGykpVy7a0e3csWbYMLk4+lvQS9TdBkgKIiIiIiMgtqCM/yaiV7NfLLrsM7733Htq1a+fzvGSnSukBKXUwcOBAPP/88zhfMoKCIO/bpUsXdfvII4/E2rVrVYD4ggsuUJOOFRUV+WTd7tmzBy1btlS35fqbb77xeT95XntOu9Ye814mOzs7YLatuPPOO3HLLbf4ZNzKdx4xYoR6XSSyTeSAbPjw4TCZTI3+eRSbuB+Q4H6QpCwWlWWr27XLXQqhaVNYR4/Gxl9/5b6Q5BL9N0Eb5UREREREREEGbh999NFaJ/JKSUnBySefrC4ywdiff/5Z7wY5nU4VCJYgrhyQLF26FOeee656buPGjdi+fbsqrSDkWj5v7969yM/PV4/JwYwEV6XcgrbMJ5984vMZsoz2HjV9H7n4k/ZE8iAp0p9HsYn7AQnuB0mkrAx4+WWJYAGSWSt/r045xf0H+9dfuS+Qkqj7QSJ+JyIiIiKiRg3c1ha09de0aVN1CYZktp566qlqwrHS0lLMmTMHK1aswKJFi5CTk4OJEyeqzNe8vDwVjJ08ebIKuA4aNEi9XjJgJUB76aWX4vHHH1f1bO+55x5cd911nsDrNddcg5kzZ2LKlCmYMGECli1bhrlz52LBggVBfyciIqKIkfq1kmUro0XOOgto3979OGt/EhERRY3dUD2xh4iIqLEZ65sV+/vvv6tMV7nt7cQTTwz6feT148aNw65du1Sgtm/fvipoK8P/xPTp06HX61XGrWThSgBZyjBoDAYD5s+fj0mTJqmAbkZGhqqR+8ADD3iW6dSpkwrS3nzzzaoEQ9u2bfGf//wnpGA0ERFRo9qyRWr7ABkZ7vtnnOHOtmX2IRERUdQ5UlPxzpmvAjyHSkREsR64/eqrr3DxxRdj27ZtcLlcPs/pdDo4HI6g3+uVV16p9XmZ8Oy5555Tl5rIRGj+pRD8SQmH77//Puh2ERERRURVFbBoEbBuHdCrF6DVh6+hBjsRERERERElj5ADt1J6QCYgkyzWVq1aqWAtERER1SPL9qOPgOJiOfMJZGXJkBZAr492y4iIiIiIiCgeA7ebN2/Gu+++iy5dujROi4iIiBI9y3bxYuC779z3mzQBxoyRISTRbhkREREFoLdaceLqxwEXsOrIm+A0mKPdJCIiShIhB26POeYYVd+WgVsiIqIQyYRjc+a4s2zFMccAQ4cCZh4AEhERxSqd04k2e9a7b7t853ghIiKKeuD2xx9/9NyePHkybr31VuzevRt9+vSByW/iFJlgjIiIiALIzT2UZXvWWUDHjtFuEREREREREcVz4LZfv36qlq33ZGQTJkzw3NaeC3VyMiIiooS3cyfQqpW7jm1KCjB2rDuAyyxbIiIiIiIiamjgduvWrcEsRkRERBqrFfjsM2DtWuDMM4EBA9yP5+dHu2VERERERESUKIHbDpwwhYiIKHhywvPDD4GiIvf9Awei3SIiIiIiIiJK9MnJHnnkEbRo0cKnVIKYPXs29u3bh9tvvz2c7SMiIoqvLNslS4BvvnHfl5IIkm3buXO0W0ZERERERERxRh/qC1588UV079692uO9evXCrFmzwtUuIiKi+PLXX8ALLxwK2g4cCEyaxKAtERERERERRSbjdvfu3Wglk6z4ad68OXbt2lW/VhAREcU7mXxMSiPk5ABnncWALRERUYJwpKbizbPnALZot4SIiJJNyIHbdu3a4csvv0SnTp18HpfHWrduHc62ERERxbayMiAz0327bVvgH/9wB2xTUqLdMiIiIiIiIkq2wO2VV16Jm266CTabDUOGDFGPLV26FFOmTMGtt97aGG0kIiKKLTab/PEDvvsOuPpqoFkz9+M9ekS7ZURERERERJSsgdvbbrsNBw4cwLXXXgurTMICIDU1VU1KdscddzRGG4mIiGLH9u3AvHlAQYH7/saNhwK3RERElHD0ViuO+/ppwAWs6XctnAZztJtERERJIuTArU6nw2OPPYZ7770Xv/76K9LS0tC1a1ekcFgoERElepbtsmXAV18BLheQnQ2ccQbQtWu0W0ZERESNSOd0ov1O9+SjXx1xTbSbQ0RESUQf6gsmTJiA0tJSZGZm4qijjkLv3r1V0La8vFw9R0RElHD++guYNQtYs8YdtO3fH7j2WgZtiYiIiIiIKHYCt//9739RWVlZ7XF57PXXXw9Xu4iIiGLHn38CBw4AWVnA2LHAWWdJnaBot4qIiIiIiIgSWNClEkpKSuByudRFMm6lrq3G4XDgk08+QX5+fmO1k4iIKLLsdsB48M/kccfJHzvgmGOAtLRot4yIiIiIiIiSQNCB29zcXFXfVi6HH354tefl8WnTpoW7fURERJEP2C5fDmzZAlxxhTt4q9cDJ58c7ZYRERERERFREgk6cLt8+XKVbTtkyBC89957yMvL8zxnNpvRoUMHtG7durHaSURE1Pj+/huYNw/Yv999f+NGoFevaLeKiIiIiIiIklDQNW5POukknHzyydi6dSvOOussdV+7HHvssQzaEhFRfGfZLlkCvPKKO2ibmQlcdBGDtkRUJykZdu+996JTp05IS0vDYYcdhgcffFAlPGjk9tSpU9GqVSu1zLBhw7B582af9ykoKMDYsWORnZ2tRrpNnDgRZWVlPsv8+OOPOOGEE1TJsnbt2uHxxx+v1p533nkH3bt3V8v06dNHlTMjIiIiogTPuNVIZq2oqKjA9u3bYbVafZ7v27dv+FpHRETU2HbscGfZ7tvnvi9/x049lbVsiSgojz32GF544QU1gW+vXr3w7bff4vLLL0dOTg5uuOEGtYwEWJ955hm1jAR4JdA7cuRI/PLLL555IyRou2vXLnz22Wew2WzqPa666irMmTPHM9/EiBEjVNB31qxZ+OmnnzBhwgQV5JXlxOrVq3HRRRfhkUcewemnn65eO2bMGKxbtw69e/eO4loiim+OlBTMPWM2YAMchpRoN4eIiJJIyIHbffv2qY7kp59+WmPWARERUdxYtswdtJUs2zPOALp1i3aLiCiOSLBURqOddtpp6n7Hjh3x5ptv4ptvvvFk2z799NO455571HLi9ddfR4sWLTBv3jxceOGF+PXXX7Fw4UKsXbsWAwcOVMs8++yzGD16NJ544gk1su2NN95QCROzZ89WZcokSLx+/Xo89dRTnsDtjBkzMGrUKNx2223qvmT+SiB45syZKthLRPWk08FhTAUOJdITERHFVqkEzU033YSioiJ8/fXXaqiXdDIle6Br16746KOPGqeVRERE4eQ1hBmnnw707w9cey2DtkQUssGDB2Pp0qXYtGmTuv/DDz9g1apVOFUy9wFVZmz37t0qU1Yj2bjHHHMM1qxZo+7LtWTOakFbIcvr9XrV59aWOfHEE1XQViNZuxs3bkRhYaFnGe/P0ZbRPoeIiIiIEjzjdtmyZfjwww9Vx1I6k1I6Yfjw4aoelwzL0rINiIiIYrKW7RdfAFVV7nIIokkT4GAWHBFRqO644w5VxkDqyhoMBjX67F//+pcqfSAkaCskw9ab3Neek+v8/Hyf541Go5oM2HsZKbPg/x7ac02aNFHXtX1OIFVVVeqike8ipFyDdtHuU3RwG0SYqfp9vc2GY76fBTiBtf0mwmlwL8RtEhn8NxB93AbRxfWfeNsglPcJOXBbXl7u6VhKB1FKJxx++OFq8gOpn0VERBSTdu0CPvgA2LvXff/IIwG/QAkRUajmzp2ryhhIPVmtfIGMUJPyBuPHj0esk8SLadOmVXt88eLFSE9P99yXkgsUXdwGkZE+/tB+r9FZLOj85xfq9i+PXwvHwdrUnPwvsvhvIPq4DaKL6z9xtoHMG9Zogdtu3bqpIVlSv+uII47Aiy++qG5L3SyZKZeIiCimSO31zz8HVq0CnE4gIwOQ0SEM2hJRGEg9Wcm6lVq1QpIZtm3bpgKiErht2bKlenzPnj0+fWW5369fP3VbltmrnVQ6yG63o6CgwPN6uZbXeNPu17WM9nwgd955J2655RafjNt27dqpidBkRJ1khMhBioywM5n8UxEpErgNIuvdC971fcAEZJ1zqMJgxRsVcBid6vZ5b58X6eYlJf4biD5ug+ji+k+8baCNcGqUwO2NN96oZrwV9913n5oAQbIMpN7Wa6+9FurbERERNR75ezVvnkQu3Pd79QJGj3YHb4mIwpQxIeXDvEnJBKecKAJUeQMJnEodXC1QK511qV07adIkdf/YY49Vc0h89913OFJGAxwsTybvIbVwtWXuvvtudeCgHTDIAYQkVcgoOG0Z+RzJ+NXIMvJ4TVJSUtTFn3yG94GJ/32KPG6DCLEF8fzBUvncHpHFfwPRx20QXVz/ibMNQnmPkAO3l1xyiee2dCwlo+C3335D+/bt0axZs1DfjoiIqPHq2b7xBlBWBshwX5mErGfPaLeKiBLMGWecoWraSl9YSiV8//33eOqppzBhwgT1vE6nU4HUhx56SE3mK4Hce++9V5VSGDNmjFqmR48eKhniyiuvVKPYJDh7/fXXqyxeWU5cfPHFqqTBxIkTcfvtt2PDhg2YMWMGpk+f7pNgcdJJJ+HJJ59U80689dZb+Pbbb/HSSy9Fae0QERERUUOEHLj15nK5kJaWhgEDBjSoEURERGFnNMp06sBvvzHLlogazbPPPqsCsddee60qdyCB1quvvhpTp071LDNlyhQ1T8RVV12lMmuPP/54LFy4EKkH62QKGcEmwdqhQ4eqDN5zzz0XzzzzjOf5nJwcVXf2uuuuU8kTkjAhnyHvqRk8eLCqtXvPPffgrrvuUoHiefPmoXfv3hFcI0REREQU1cDtK6+8os7ub968Wd2XTqFkElxxxRVhaxgREVHItWxXrgSkhmS3bu7HJFjRp0+0W0ZECSwrKwtPP/20utREsm4feOABdalJXl6eCrrWpm/fvlgpv3O1OP/889WFiIiIiJIwcCtn9mX41+TJkz31stasWYObb74Z27dvr7VDSkRE1Cikhq3UspWatpmZQMeOUrhRoiXRbhkRERERERFRZAK3L7zwAl5++WVcdNFFnsfOPPNMlQEgwVwGbomIKKJZtqtWAV984b6dlgaMGgWYzdFuGRERESUIR0oK3h89S01M5jBUn8yPiIgoZgK3MlnCwIEDqz0utbbsMhEMERFRpLNsRffu7gnIJOOWiIiIKFx0OlSlZAP6aDeEiIiSTch/ei699FKVdetPZqsdO3ZsuNpFRERUs8JC+cPjDtpKlu255wIXXMCgLRERERERESWMek9OJrPaDho0SN3/+uuvVX3bcePG4ZZbbvEsJ7VwiYiIwq5JE/ekYxYLs2yJiIioUeltNhy5/lXACXzf8xI4DaZoN4mIiJJEyIHbDRs2YMCAAer2li1b1HWzZs3URZ7znj2XiIgoLJxOmQnTHazNznY/dsYZgF7PCciIiIioUekcDhy+9TN1e30PmeuFgVsiIorRwO3y5csbpyVERESB7NvnrmW7Ywfw55/AxRe7g7UGQ7RbRkRERERERBRbpRKIiIganWTZrl4tZwwBhwNITQV69452q4iIiIiIiIgigoFbIiKK7Sxb0bWruzSCViaBiKgOf/zxBzp37hztZhARERER1Zu+/i8lIiJqBFu3Ai++6A7aSpbtmDHu8ggM2hJRCLp06YJTTjkF//d//weLTGRIRERERBRnGLglIqLY0ratO0grWbbXXgv068cJyIgoZOvWrUPfvn1xyy23oGXLlrj66qvxzTffRLtZREREREThDdwOGDAAhYWF6vYDDzyAioqK4D+BiIiorlq2P/4IuFzu+yYTMGECs2yJqEH69euHGTNmYOfOnZg9ezZ27dqF448/Hr1798ZTTz2FfVKShYiIiIgo3gO3v/76K8rLy9XtadOmoaysrLHbRUREyeDAAeDVV4H33we+/vrQ45mZzLIlorAwGo0455xz8M477+Cxxx7D77//jn/+859o164dxo0bpwK6RES1cZjN+GjEDHw0ZAYcBnO0m0NEREnEGGzGwuWXX66yFFwuF5544glkykF1AFOnTg13G4mIKBGzbCVQu3QpYLcDKSnuerZERGH27bffqozbt956CxkZGSpoO3HiRPz9998qIeGss85iCQUiqp1ej/KM5oAt2g0hIqJkE1Tg9rXXXsN9992H+fPnQ6fT4dNPP1XZC/7kOQZuiYiozizbDz8Etm933z/sMODMM4GcnGi3jIgSiJRDePXVV7Fx40aMHj0ar7/+urrW690Dzjp16qT6uB07dox2U4mIiIiI6h+47datm8pSENLZXbp0KfLz84N5KRER0SEbNriDtjabO8t2xAgppM6yCEQUdi+88AImTJiAyy67DK1atQq4jPRnX3nllYi3jYjii85mQ7+f3gCkLH/3C+DUB3UYTURE1GAh/8VxyvBWIiKi+mjWDHA4gM6d3Vm2ubnRbhERJajNmzfXuYzZbMb48eMj0h4iil96hwM9fl+gbv90+LkAA7dERBQh9fqLs2XLFjz99NNq0jLRs2dP3HjjjThMhrsSERFpXC5gxw6gbVv3/ZYtgSuuACT7jVm2RNSIpEyCzMlw/vnn+zwuk5RVVFQwYEtEREREMc9d5CsEixYtUoFamcShb9++6vL111+jV69e+OyzzxqnlUREFH8KCqRIOjB7NrB796HHW7dm0JaIGt0jjzyCZpLlH6A8wsMPPxyVNhERERERNWrG7R133IGbb74Zjz76aLXHb7/9dgwfPjzUtyQiokTLspUZ2pcscdeyNZvdE5JJti0RUYRs375dTUDmr0OHDuo5IiIiIqKEy7iV8ggTJ06s9rhM/vDLL7+Eq11ERBSPCguB//4X+PRTd9BWZmufNAno1SvaLSOiJCOZtT/++GO1x3/44Qc0bdo0Km0iIiIiImrUjNvmzZtj/fr16Nq1q8/j8ph0kImIKEmtWwcsXAhYrYDJBMgIjKOOYlkEIoqKiy66CDfccAOysrJw4oknqsc+//xzNS/DhRdeGO3mERERERGFP3B75ZVX4qqrrsIff/yBwYMHq8e+/PJLPPbYY7jllltCfTsiIkoUErCVi2TZnnUW0KRJtFtEREnswQcfxJ9//omhQ4fCaHR3eZ1OJ8aNG8cat0RERESUmIHbe++9V2UuPPnkk7jzzjvVY61bt8b999+vshqIiCiJatmWlQFZWe77xxwDZGa6yyIwy5aIosxsNuPtt99WAVwpj5CWloY+ffqoGrdERKFwmM1YMPRxwA44DOZoN4eIiJJIyIFbnU6nJieTS2lpqXpMArlERJREioqAjz5yX19zjXsCMgnW9u4d7ZYREfk4/PDD1YWIqN70epRktwVs0W4IERElm5ADt94YsCUiSsIs2+++AxYvPlTLdudOd3kEIqIY4nA48Nprr2Hp0qXYu3evKpPgbdmyZVFrGxERERFRowduiYgoiRQXu7Nst2xx32/f3l3LlrOzE1EMkknIJHB72mmnoXfv3mrUGBFRfehsNvT+9V3AAfzSdQyceh5GExFRZPAvDhER1Z1l+/33wKJFQFUVIJP8DB3qrmmr10e7dUREAb311luYO3cuRo8eHe2mEFGc0zsc6PPb++r2r4edDjBwS0REEcK/OEREVLfffnMHbdu1A8aMYZYtEcXF5GRdunSJdjOIiIiIiOqNqVJERBQ4y9Zud9+W4cVnnAGMGgVcfjmDtkQUF2699VbMmDEDLvk9IyIiIiJKloxbmeShpokeZs+eHa62ERFRNJSUuGvZZma6s2uFTEY5aFC0W0ZEFLRVq1Zh+fLl+PTTT9GrVy+YZDJFL++/7x72TERERESUMIHbadOm4YEHHsDAgQPRqlUrTvRARJQoJCtt/Xp3LVuLxV3L9qSTgCZNot0yIqKQ5ebm4uyzz452M4iIiIiIIhe4nTVrlpqh99JLL63/pxIRUexl2X78MbB5s/t+mzbubFsGbYkoTr366qvRbgIRERERUWQDt1arFYMHD27YpxIRUexk2f7wA7BwoTvL1mAATjkFkN95PcugE1F8s9vtWLFiBbZs2YKLL74YWVlZ2LlzJ7Kzs5Ep5WCIiIiIiBIpcHvFFVdgzpw5uPfeexunRUREFDlVVcCSJe6grZZl27x5tFtFRNRg27Ztw6hRo7B9+3ZUVVVh+PDhKnD72GOPqfsyioyIKBgOkwmLTn4QsANOgznazSEioiQScuDWYrHgpZdewpIlS9C3b99qEz089dRT4WwfERGFmzbDutQoT00FzjgD2LePWbZElFBuvPFGNSfDDz/8gKZNm3oel7q3V155ZVTbRkRxxmBAQZPDAFu0G0JERMkm5MDtjz/+iH79+qnbGzZs8HmOE5UREcW40lJg/nygVy+gb1/3Y926uS9ERAlk5cqVWL16Ncxm3+y4jh07YseOHVFrFxERERFRowVuly9fHupLiIgoFrJsf/oJ+PRToLISkKBFz56AMeQ/A0REccHpdMLhcFR7/O+//1YlE4iIgqWz2dB908eAE9jU6VQ49ew/ERFRZHBMLBFRoisrA95+G3j/fXfQtlUr4NJLGbQlooQ2YsQIPP300z4jw8rKynDfffdh9OjRUW0bEcUXvcOB/j+/if6/vgmd0x7t5hARURKp11H7t99+i7lz56rJHqxWq89z70tggIiIYiPLVkrafPKJO2BrMAAnnQQcd5z7NhFRAnvyyScxcuRI9OzZU83RcPHFF2Pz5s1o1qwZ3nzzzWg3j4iIiIgo/IHbt956C+PGjVMd4cWLF6tshk2bNmHPnj1qsgciIooRe/cC773nvi1ZtmPGAC1aRLtVREQR0bZtWzUxmfRdZY4GybadOHEixo4di7S0tGg3j4iIiIgo/IHbhx9+GNOnT8d1112n6oPNmDEDnTp1wtVXX41WEhggIqLYIEHaY48FUlOB449nli0RJR2j0YhLLrkk2s0gIiIiIopM4HbLli047bTT1G2Zpbe8vFzVDLv55psxZMgQTJs2rX4tISKihikvBxYtAk45BWjSxP3YyJHRbhURUVS8/vrrtT4vI8iIiIiIiBIqcNukSROUlpaq223atMGGDRvQp08fFBUVoaKiojHaSEREdfn5Z2DBAkB+h2UyMgYkiCjJ3XjjjT73bTab6qtK4kF6ejoDt0RERESUeIHbE088EZ999pkK1p5//vmqU7xs2TL12NChQxunlUREVHOWrUw+JoFbrTzC8OHRbhURUdQVFhZWe0wmJ5s0aRJuu+22qLSJiIiIiKhRA7czZ85UM/OKu+++GyaTCatXr8a5556Le+65J9S3IyKi+vrlF3eWrQRv9XrghBPk7Bpr2RIR1aBr16549NFHVd3b3377LdrNIaI44TCZsPT4ewA74DSYo90cIiJKIvpQX5CXl4fWrVu7X6zX44477sBHH32EJ598UpVRCMUjjzyCo446Sk1ylp+fjzFjxmDjxo0+y0iQWCZCa9q0KTIzM1WAeM+ePT7LbN++XdXdlWFv8j6SRWG3232WWbFiBQYMGICUlBR06dIFr732WqhfnYgodmzYAMyd6w7a5ucDV1zhrm3LoC0RUZ0Tlu3cuTPazSCieGIwYG/zntjbrCdcupAPoYmIiCKXcatNUPbqq6+q6xkzZqhg6aeffor27dujV69eQb/P559/roKyEryVQOtdd92FESNG4JdffkFGRoZaRiY9W7BgAd555x3k5OTg+uuvxznnnIMvv/xSPe9wOFTQtmXLlirzd9euXapmmWQCP/zww2qZrVu3qmWuueYavPHGG1i6dCmuuOIKtGrVCiM5cQ8RxaPu3YFWrSR9zJ1la6zXzzkRUcKSxAJvLpdL9RNl9Nhxxx0XtXYREREREQUr5CN9CbaeeuqpqsP7xRdf4F//+pcK3P7www945ZVX8O677wb9XgsXLvS5L1mw8l7fffedqqVbXFys3nPOnDkYMmSIWkYCxj169MBXX32FQYMGYfHixSrQu2TJErRo0QL9+vXDgw8+iNtvvx3333+/moBi1qxZ6NSpk8oKFvL6VatWYfr06QzcElF8kEnHvvsOOOkkd1atBGoly5YZtkREAclILm86nQ7NmzdXfUqtT0hEFAyd3Y6ufywGHMDv7YfApecJcyIiioyQx3lIaYSHHnpITUYmQVGNdIIlmNoQEqjVyjEICeDKDMDDhg3zLNO9e3eV2btmzRp1X65lojQJ2mokGFtSUoKfD07WI8t4v4e2jPYeRESxLPPvv6GfNQv44gvg4GgDhUFbIqIaOZ1On4uM0tq9e7dKCJBRV0REwdLb7Rj4w2sYuOE16J2+JfmIiIgaU8inCn/66SfV4fUnmbL79++vd0OkQ33TTTepTN7evXurx6RzLcHh3Nxcn2UlSCvPact4B22157XnaltGgruVlZVIS0vzea6qqkpdNLKckCCyXBqb9hmR+CyKXdwPSLJsnQsWoM3KlXAedpj8cMHZvr3sFNFuGUUBfxMoGfaDRP1eREREREQRCdxKEFXqg0npAW/ff/892rRpg/qSWrcbNmxQJQyiTSZNmzZtWrXHpSyDTIAWKZLVTMT9IDll7tiBFmvXwlhZKeN7sTYlBfvbtoXrhx8AuVDS4m8CJfJ+UCFlYcLklltuCXrZp556KmyfS0REREQUtcDthRdeqOrHymRhUitMMmVlorB//vOfalKw+pAJx+bPn69q5rZt29bzuEw4ZrVaUVRU5JN1u2fPHvWctsw333zj837yvPacdq095r1MdnZ2tWxbceedd/p09iXjtl27dmriNHlNJLJN5IBs+PDhapI1Sk7cD5KXbtUq6L79FmjbFo4mTbA8JwcnXHQR94Mkx98ESob9QBvlFA6SVCAXWWfdunVTj23atAkGgwEDBgzwLCf92YbasWOH6h/LZL0SfO7SpYual2HgwIGeidHuu+8+vPzyy6pfKyPMXnjhBXSVCSYPKigowOTJk/Hxxx9Dr9fj3HPPVZMAZ2Zmepb58ccfVbLD2rVrVb1eWX7KlCk+bZE++r333os///xTvf9jjz2G0aNHN/g7EhEREVEcBG4ffvhh1WGUQKbUCuvZs6e6vvjii3HPPfeE9F7SiZUO5wcffIAVK1ZUy+I98sgj1UHJ0qVLVedVbNy4Edu3b8exxx6r7su1TJC2d+9eVa5ByAGNBFilbdoyn3zyic97yzLae/hLSUlRF3/SlkgeJEX68yg2cT9IQn36SHFu4Kij4Dz+eFgWL+Z+QB7cFyiR94NwfqczzjgDWVlZ+O9//4smTZqoxwoLC3H55ZfjhBNOwK233hqWz5H3lEDsKaecogK3ElDdvHmz5zPF448/jmeeeUa1Rfq7EliV+RZkgt3U1FS1zNixY9WoNumjSrBZ2nnVVVd5SpRJUFuSCGTeBpl4V8qXTZgwQSU3yHJi9erVuOiii9TosdNPP129ViZpW7dunacUGRERERElcOBWas5KtoB0OKW0QVlZGfr37++TMRAsCQBLh/LDDz9UHWutJm1OTo7KhJXriRMnquxXmbBMgrES6JWA66BBg9Sy0oGVAO2ll16qOsXyHhJAlvfWgq/XXHMNZs6cqTISpIO7bNkyzJ07FwsWLAi5zUREYSflEP74A+jVy32/WTPgxhuBjAzWsyUiqqcnn3xSlbnyDqDKbZlkV/qP4QrcSkarJDRIhq3GOxlBEhWefvpp1T8966yz1GOvv/66mm9h3rx5ajTbr7/+ioULF6pMWi1L99lnn1WZsk888QRat26NN954Q41Emz17tuqP9+rVC+vXr1dlHrTArWTojho1Crfddpu6/+CDD6pAsPSDJdhLRERERAkeuNW0b99eXRpChoiJk08+2edx6fhedtll6vb06dM9w8VkwjDJTnj++ec9y8pwNymzMGnSJBXQzcjIwPjx4/HAAw/4dJ4lSHvzzTerDq2UY/jPf/6j3ouIKKo2bwY++ggoKwOkFEu7du7HJWhLRET1Jhmq+/btq/a4PFZaWhq2z/noo49Un/L888/H559/ruZ8uPbaa3HllVeq57du3aoSCyRTViPJCccccwzWrFmjArdyLZmzWtBWyPLSB/76669x9tlnq2VOPPFEFbTVyOdK4FiyfiUoLcv41/aVZSRAXJO6JuVN9Anx4gG3QYSZgrh/8Cia2yQy+G8g+rgNoovrP/G2QSjvE3LgVrIG3n33XSxfvlyVJ5Aat97ef//9kN6rLjJ87LnnnlOXmnTo0KFaKQR/EhyWOmdERDHBYgEWLgTWr3ffb9oU0Ouj3SoiooQhwU4pNyCZt0cffbR6TIKgko16zjnnhO1z/vjjD5WMIAHTu+66S2XN3nDDDSrAKskE2ogyybD1Jve15+RaK/mlMRqNasSZ9zL+ZcW095TnJHAr17V9TkMm5U3UCfHiCbdBZKSPrz4ZtdPhwFcHywKm9s+By2BQt+s6BqXw4r+B6OM2iC6u/8TZBqFMyBty4Pamm27Ciy++qOp4SUcwHBM6EBElld9/d2fZSlaT/IZK6ZchQ6S4Y7RbRkSUMKQ0gEyeK/MwaFkNEgyVMlz//ve/w/Y5ksQgmbIyD4SQEmJSTkw+XwK3sa6uSXkTfUK8eMBtEFnvXvCu7wMmIP3idGzd1BOQn5KfD2Won/f2eZFvYBLiv4Ho4zaILq7/xNsGoUzIG3Lg9n//+5/KquXstERE9SBZtl995b6dlweMGSO1Z6LdKiKihCPZolJeS4K0W7ZsUY8ddthhqqxWOLVq1cozIa6mR48eeO+999Ttli1bqus9e/aoZTVyv1+/fp5lZCSbN7vdjoKCAs/r5Vpe4027X9cy2vMNmZQ3USfEiyfcBhFiq+Vxv+e4PSKL/waij9sgurj+E2cbhPIeIY/LlZpcnTt3DvVlREQkZCislmU7aRKDtkREjWzXrl3qIhPpStA2mFJdoTjuuOOwceNGn8c2bdqkSnkJKW8ggdOlS5f6ZFlI2QaZn0HIdVFREb777jvPMjKZrmTzSi1cbZkvvvjCpyaaZH5069bNMwGbLOP9Odoy2ucQUf3o7HZ02vY5Ov31OXROe7SbQ0RESSTkwO3999+v6mBVyizoRERUO5nwxbu2YP/+wNVXA6NGsTQCEVEjOnDgAIYOHYrDDz9cjRST4K2QUgm33npr2D5HJr/96quvVKmE33//HXPmzMFLL72E6667Tj0vZcWk1NhDDz2kJjL76aefMG7cOLRu3RpjZNTFwQzdUaNGqQnNvvnmG3z55Ze4/vrr1cRlspyQkg9SN1fa//PPP+Ptt99Wk+56lzm48cYbsXDhQlXX97ffflP99m+//Va9FxHVn95ux6B1L2LQDy9Cz8AtERHFcuD2H//4h5q5ViZQ6NOnDwYMGOBzISKig2Ro7vPPA3PmuCcjE5JtW8uQVSIiCl9AVYahbd++3WeSrQsuuEAFN8PlqKOOwgcffIA333wTvXv3xoMPPoinn34aY8eO9SwzZcoUTJ48GVdddZVavqysTLVBJuHVvPHGG+jevbsKNkug+fjjj1cBYO9RbzJh2NatW3HkkUeq4PPUqVPVe2oGDx7sCRwfccQRakLhefPmqXYRERERUfwJucatTLIgw7guueQSTk5GRFRTlu3ixYA25FWGsErxca8DdCIialwS5Fy0aBHatm3r87iUTNi2bVtYP+v0009Xl5pIf/mBBx5Ql5rk5eWpoGtt+vbti5UrV9a6zPnnn68uRERERJSEgdsFCxaoTrBkARARkZ8//gA++ggoKnLfl9qEQ4cCZnO0W0ZElFTKy8t9Mm01MuFXoMm4iIiIiIjivlRCu3btkJ2d3TitISKKV06nnNkCXn/dHbSVLNvLLgNOPZVBWyKiKDjhhBPwuvwme2W9ymRfjz/+OE455ZSoto2IiIiIqFEybmWyA6nTNWvWLHTs2DHUlxMRJSa9HqiocN8++mhg2DAGbImIokgCtFIvVibnslqtqv8qk3pJxq1M/kVERERElHCBW6ltW1FRgcMOO0wNP5NJH7xJZ5iIKClYrYDDAaSlue+PHg0MHAh06hTtlhERJT2ZkGvTpk2YOXMmsrKy1IRg55xzDq677jq0atUq2s0jIiIiIgp/4FZmySUiSnp//gl8+CEgB/8yCYxM1JiRwaAtEVEMsNlsGDVqlBohdvfdd0e7OUQU55wmE1YdfQNgB5x638QlIiKimArcjh8/vnFaQkQUL1m2S5YA33zjvu9yuUskSNCWiCgMyqrsKCyrAnSAzeFCeZUNpZU2lFissFodaplyqx25fqOe6BAZEfbjjz9GuxlElCBcBgP+ajMIsEW7JURElGyMwc7KmxFCUCLU5YmI4sK2bcC8eUBhofu+lEUYPhzg7OREVEsQdkdBOYorrMhJN6NNXgYyU6p3v/aUWLC3pFIFaMusdlTZXKi0ObB1fxkOlFrwd4EFdqcDGSl6jGkGfPn7fpzUvVXA96JD5b1eeeUVPProo9FuChERERFRvQTV2+/SpQtuvPFGlW1bU00wl8uFJUuW4KmnnsKJJ56IO++8s34tIiKKNTabO8v266/d93NygDPPBA47LNotI6IYD9r+tKMI67YWYn+5BU0yUnBUxzz0aZurnrfaHDCbDNhbYsEXm/ZgT3EVCiuqYNTpkJOegsLySmzZWw7Jsd1XUgWjQQeXy911+27rAXTJz0a3VjlR/paxy263Y/bs2ap/euSRR1ZLKpA+KxFRMHQOB9rt+EqVSvi75VFw6Q3RbhIRESWJoAK3K1aswF133YX7778fRxxxBAYOHIjWrVsjNTUVhYWF+OWXX7BmzRoYjUYVsL366qsbv+VERJHidAK//ea+feSRwIgRzLINc3BLC2Axe7B+uA5jsNRBeRV2Flbih+0F2La/DDqDDnqdTmXPynMWuxMuJ1Bpt2PL7hJs3lOKCosT+8urYNIDfxZUqOzb0iq7ek+L3Q6H1Qmr1Qa0BfaVWbFpT2mNGbzJ7I8//kDHjh2xYcMGDBgwQD0mk5R500ldciKiIOltNhz/zTPq9txRs+Fg4JaIiCIkqJ5+t27d8N5772H79u145513sHLlSqxevRqVlZVo1qwZ+vfvj5dffhmnnnoqDAb+ESOiBMmyNRrdk45JkPbssyV9S4YgRLtlCRfg2lVcqQJYOj3QKietUYNQiRjgjPQ6jJZQt11jbuva3lue27K3DNsOlGP7gXJs3lOMXcUWpJiMyMtwwQkX1H9OICfdhOL9VlRaHdBBj+IqC4orrWiRlYpskw7pZj1SK/XYWVgBo06PrHQjzCreWIXcVKMqrbCnqBLITcxtXl9du3bFrl27sHz5cnX/ggsuwDPPPIMWLVpEu2lERERERCEJqZffvn173HrrrepCRJRotGBMyq4dyPh0PnDcce4MW9GxY7SblzC8g15y7QlgVdjUfTRSACpRA5yRXIehClfwNNRtF8zy9W2b93tLtmxeulmVQNDeQ96zqKIKVpsdRr0OTTNS4XLpkJFiQJsm6ejWIgdNMlNgKa5U28ts1iM/Jw1/FlYiN9UEl9OJ/Gyz5ITCYnOoWrfNM1KhN+rRuVk6isosMpsAiirt+LvIgj8PVMCpS5z9ORykfJe3Tz/9VM2/QEREREQUb9jDJyLSgjH7S5D2xedwfb8WJrMR5q++Avr3B/R6xKJ4zB71D6hlp5rUtQSw5Fq+SzIGOBtC1lmk1mG0AuW1bbtA/w7q2tYNaZv23lJvdt8BK6xWpyp7IPuySa9D0cHyBgUVduwuscDmdCIvIwW5GSb0apOLNnnp6rPkM+W9bE4TyiptMBn0yEw1wmTUo3+HPGSmmvD3gTJs2l0Ko1GPgrIqHCizIc3o/j06vEUGnDoTslIMqj2Jsj9HIpBLRERERBQv2MMnooiI9SCjfeufyHnvA6SXFaPK6UJV774wjzk9poO28Zg96h9Qk0CXFsBq7H0jVgOcDeUdBIylf1/hDJTXtO1q+ndQ17ZuSNu09z5QWgWnzommWSkorrShuMKK7FQzSixW5KWnoEmaGSk6wGDUoXPzTNicLnUtJAgr7yOXA8WVqlSCHjpkpZpgKa1CYbkNbZpkQNcsE2VVThhNFuSmmZGfYUKqSQdY9qLMYodLD+wsroTF6VDfhQ7Vr/WvYcuatkREREQUj2Lj6I4oiQUb0Iz1wGdt7YxkkDHk9SS1bJcvR9rKL+GwWFGZkYXys05Fs/59Yjp7LV6zRwMF1NR2ikDbYzXAGQ6RWofRCpRr266wrEoqCNT576Cubd2QtmnvnWrQq9eVVNpQVG5BqsmksnArLA5YHHboYUCT7FQ1IVl6igkZqUaYjQb1WyhBV6fTicwUkwooZqebUVRZhVKLDVkpZjhcLhjgQnaKGa2apKHEYkemWY+m2Wa4nDZAqiXoZXJzJwrLrdDr9dhdbEHGwe+e7CTD9rLLLkPKwUkkLRYLrrnmGmRkZPgs9/7770ephUREREREwWHvnigIjRU0DTagGS/ZlTW1M1JBxnqtp337gDVrkGLQwXn0QFSePBTNsjNjcv0mQvZotIOnoQY44+WESbJsa4vDqf59W+yV6r1r+3dQ27ZuaNtkeXdmrwV/F5QjxWTCgXIr9pVbkG40ydxjMBmB3vk5Khs3K8WIFgc/T4K2hRVWFYTOSjOhRXYaLFUOFXSV1jfLSVWTk0nJhNIKO+DSIVW10aBKJhid7rb2bt0E2wotyEo1onlminrveDmB09jGjx/vc/+SSy6JWluIiIiIiBqCvXuiOjRm0FQOssstdqSZDCpLy5oe+KA7XrIra2pnpIKMQa8nqXeoDZtt3RoYNgxo3hxphx+ONMSHaAdAk0G8nDCJZTUFT+sTEC8sr0JRmVWVJrA7XOr1eZkp9fp3EK6AvJT6yEo1o226CbZdxbDbdeiUn6GycB1OpwraSmatTq87WM/WhXKLDX8dKEdaihFVNiecTgeqHE6Y9XpUuIAKix05rcxolpUK6Kww6KCycZumm1FqtaNlThrKDwCllTakmCUvV4dSqw0tstyBbAJeffXVaDeBiBKM02jEVwOuBhyAU8++ABERRU69/uqsXLkSL774IrZs2YJ3330Xbdq0wf/+9z906tQJxx9/fPhbSRRFjRk0lYN4ydJyOJwwGPRolZsWs9mVwQQ6ampnpIKMQa2nv/8G5s8Hzj1XBWuV445DPIrF4fGJFAyNlxMm8aY++4C8pqDCiuJKOwotVp8gZX2yqIMd6RDKb56UQZDbErSVsggGnQ4F5VWw2V3Yur8ceRlmNflYeopRZdqmGAywOhzqebNRh/ycVJV1a3c4kWE2qPeT5UsqrUg3mZBqNqHS5lLlGIQEiFPMZrWsd3Dbs06IiChsXEYjtnY4CbBFuyVERJRsQp5157333sPIkSORlpaG77//HlVV7oOE4uJiPPzww43RRqJGpQICZVXqOtJBU8nWkoP5Dk0z1LXcD0QLfDbLNEcl0KUFOvaXWd31GWtYV7W1U25Ldlxjtr3W9WS3A0uWAK+8Auze7b5NUQ2GyrUKhsaoWDhhkojqsw/IMmlGIzrnZ6BJqhl56aZ6/5YE8/mh/ualmfRINxvd9WmdTmSnmpCbZlKTlclvu5ycSzcZ1OdJWYPWuWmocjhg1Ovh0AFWuxNOB1Sg1mzWq0zcEotNvY9MaJaXaUZZZRVSTEB+tvsEn1Gvg8XmxN4SC3YUWfBXgQW/7i7Blr1lNbaXiIiIiIjiS8hHPQ899BBmzZqFcePG4a233vI8ftxxx6nniOKFHNhKjcGCCpsqVVBT5lVjZouq90s1qoN5dcBeS2AomtmVoWQeRjsLNODn79gBzJvnrmcr+vYFTj01Ku1LdvEUDGU5itjZB7TXSImE3EwzmmSmhO3zZeSDnLzz3sah/ubJ85U2p2d5OQmnfY6UwZERFRU2h/qd19pugA5pKQZUVjnUyaYUsx4l5TbkpqUgNUWP7fvK0DYvHbkZKai0ScaxHUajDruKKtXrdxZVwQYdqmx22J1OtG2SgSyTibVuiYgagc7hQOvd38uskNjVvC9c+tjtvxARUWIJuVe/ceNGnHjiidUez8nJQVFRUbjaRTGgtmGi8T5hj5ZNJfUSZdhtl+ZZnpqJgQ52GysYGS+BoXgKtvmQLNvPPwe+/BJwSnQ8Ezj9dKB792i3LGnFyz4fKyciElF99oFw7jfe7yVBW8ls9S+bIJ9RaXOgeL9V3a7rNy/Qb6Tnc9IdqgyOFsxVdHLs78Luoio4dU5V+qFbiwxY7Q5s3lOmMmclFbfS4UR+hRU6l06NzJC/XaWVVnk50sx6FBRVoVlWCqpsLpRU2OBIc7HWLRFRI9DbbDhpzb/V7bmjZsPBwC0REUVIyEc+LVu2xO+//46OHTv6PL5q1Sp07tw5nG2jRqQFXuWgVTuY9D4Qrq0GYDzVqKyJlk0lk9xIzcQDpVUqiysaB7vxEBiKt2Cbx/r1UpTbfbtPH3eWbXp6tFuV9OJhn6fY2wfCud9o7yWZtjVm1upcvtchBIPluixAm+Xvp5QykOclAJtiNKBdnvvEofwtbpGXgV2FFYDDhY7NM1TJBJl8TLJx95dUAQaXCtTKe2eYjWiSATTNTEVGqgGpBnf1K6mhS0REREREiSHk3v2VV16JG2+8EbNnz4ZOp8POnTuxZs0a/POf/8S9997bOK2ksNICr2UWOwrKrWiaYVYTqXgHYGsbJhpoZu94C8J4D7ttniP1Es1oktG49VfjXVwG2wYMADZtAvr3B3r0iHZrKIrifZRAY+A6qXk0gVZTt2V28BPTyTqUgOqBWk5syt/PPaWVyDKbYLE7VZke+TukfbZsE4dOB73egD/2l6F5ZhqaZ6ciN92ELHMlUk1GtG2Sim+3AF1bZKGVzYVyiw1mgwEmox47CsrhBJBbbsNh+ZlJu12JiIiIiBJFyD36O+64A06nE0OHDkVFRYUqm5CSkqICt5MnT26cVlLYyEHhniL3RCsyUco+h/vA0TNBy8GDvJoOZmub2Tue+GaQxl/GcDglVPBm1y5J/wfOPhswGgG9Hrj44mi3iqIsEUYJhBvXSe2jCYIpDxPot7PO2rguQO/SyxXSje4J1gw6qXHuvi0ZwE3TU5DVwaj+VsukZKVVNhSVW1FqdSI73YC9pe4at5LZK8/tK7GiQmrglltgtUkNYJP6G52XUf8J3IiIiIiIKDaE3KOXLNu7774bt912myqZUFZWhp49eyJTakdSXByol0vwtdyKSpNBTZgidfwk49b7wLSmg9lDM3ubVHkB75m9Ax3ExnJQMC4zSMMsYYI3Doe7lq0EbaWWbfPmwMknR7tVFCNCmWgqWXCd1P63oK7yMDX9dtYV8JWJyZrnWGG1OlV5A4vDBXu5FWU2u3peatxW2u3q72z75plwOpz4q8ACh9OBA6UW5KWZUG6xqmV3FJaj0i6lEQxwOJ2w2p0wGfRwOXVwOJwqSExERERERPGt3kdpZrNZBWwpdvkHTbUDdZkkRWSlGJGZZgpY47amg9maZvYOdBAr6hMUjLVgb6y1J5wSIngjWbbz5gF79rjv9+oFHHVUtFtFMSRuJ9eL43USzt/NaP0G13Zyr6bfTnlNdqoJe4srYTZWX6fy/GHNs9Ty+0otKigrgdc9+ytRUm5Fi5x0wKWDy+VEmsGICodLTV5mMhpQZXdh+4EypJnd72vU62HQuVBR5UCVw4m8jBT1Wp3BhZY5aZ6/z0REREREFL9CPgI6++yzVdatP3ksNTUVXbp0wcUXX4xu3bqFq41UD4ECqWpYpcWKcqsdmalGtKhHdmVtmbjVDmJlVGiIQcFYywCNtfaEW1wHtCTL9osv3JOPSZatTDp22mnuwC1RIkyuF6frJJy/m7H6G1xbOaHdJZWqfIEEXKWOrX+tWS0gLH+LZRkdDKhy2uGEQf29LC+yY0+pFWlGO+wulwoEV9kcyMs0wajXwWKxIfXgJGRSFkHVuDWmIjcjRW3PCqtk7+pQWFZ16POIiIiIiCguhdybz8nJwbx585Cbm4sjjzxSPbZu3ToUFRVhxIgRePvtt/HYY49h6dKlOO644xqjzRQE7wnESipt2FpVCqcOMOj1sDudMOh0PrNeh5LRVFMmrpRcKN5vVbe1g9hQg4KxlgEaSnviMTM3rgNaCxcCa9e6b0v2vwRtMzIi2oR43ObJiqVRIrdOwvk7Hmt/EzSezNqSSpgNes/j0j4pgyBZtBKQVfcDtFl+O6SUgbyHLNk6Jx3pZqP6jmUWK4oqbTBlpKLUakOHJukwZqTAZHAHi/fKiaqDZRXKrU7o9XqkGvTIOPgZv+0uwf4yCzJTzGjfLF1l+PL3iYioYZxGI7494jLAATj1/E0lIqLICfmvTsuWLVVG7cyZM9XBgpDJym688UZkZWXhrbfewjXXXIPbb78dq6TeJEWc9wRiWwvKVGKi1KI16A3onJ+hArkS2NVmspYDxxKLrV4ZTVrgSrJ5oTtYUO/gdX2CgrGWAVpbVpX394rVrLCEDmjJiaHNm4Fhw9xZtgFGAjSmeN7mRI0pnL/jsfQ3wft3X+wutmBPqUVNNmZxOFWAVJ24NOtRXOzOuA00gaf3b4eUPchLN6OJlDnQAtUuJ6ps7hK18t4S0JX32F5Qhn2lVuSk6WEBsL/EAjsMyEo3QR4oNFZh64EybN5TBrtL/i4D2eVGWHNjI9hNRBTPXEYjNnceAdii3RIiIko2IffkX3nlFXz55ZeeoK2Q25MnT8bgwYPx8MMP4/rrr8cJJ5wQ7rYmrVCz+rQJxFrm6rCrqBx6gw4mkwFlFruaUEwOfiXz1upwYveBCmSnGpGbkRpyRpP3waeUYJD3bN8so1q9v1AOGGMtAzRQewIF7GI1KyyhSA3bLVuAwYPd93NzgRtukB+gqDSnpm3OLFxKduH8HY+Vvwn+v/upRr1qU5bZpAKskmUr9/MyU1QANy+tSqoVqICsf5u9fztQAWSYD5Ucku/YJi9DBYK1Ccyk9MHv+8rwd6EFu0sr0d6ZpkolOF06ZGeYUFJhgzlT5470OnTITjOhsNyFskq7Gl0T7ROgRERERERUfyEfAdntdvz22284/PDDfR6XxxyS2gmoWreB6uBSaKT+XWmpFX8XVsJ48OBLauWJ2g5itQylygoHcjLNyEoxwWZ3okm6ES1zUtXzW/eX4ce/iwCXC7sNOjSvtKFFdhoyUt2ZPcHwPviUtkoJhljIigo3/+Cz9r2NBp0KhMsBvBycx0pWWMKR3xXJ3pd6tnK7ZUugc2f3c1EK2taUCcgsXKLwZ/LHwqgA/xM1EiSVf/OFpZUqK7Z5jtnzu+9d+72mESrevx1y/4Df74YEf2VkjIye2bq/HD/vKEFGil5NUCYnW61SuirdqCYtM2bq0DYvQ5VKKKi0Itdihl7vQtPMVHRtmc3fICKicHA4kL/vF8AO7GvaHS75wSYiIoqAkHvzl156KSZOnIi77roLRx2cuX3t2rUq03bcuHHq/ueff45enCCowSS4uqOwCjtLKtGlWTbsFqsKEkoGbW2BIS1DSWreyYGky+VSQdV2eRlokS15OlAzXmeaDWiWlYo/95fBZnfB4XSqsgna+9WVOegduJLJzuS1Jr07wJxoE9EEque7p8B9wG42W1XgNhaywhIyy3bePGDXLvf97t2B/HzEgkCZgAVlVcy8JopTtf3N8z9R0yQzRV3yMkwqiCu3vf92+v8dE96Pef+9DJS9L5m7cl1pdSLVaFB/n9NMZqQYHLBLaSIZdJCeAr3egMw0k+dvuwR85W+/1ZGGjBT3Z0h7+DeJiKhhDDYbhq56SN2eO2o2HEb37y4REVFjC7knP336dLRo0QKPP/449khQBVD3b775ZlXXVsgkZaNGjQp/a5PM/hIrHE6guNyBkkyrmmhEJiNJ0RnrDAzJQZpcmmQGPhDNz0nD3jIr9pdaVG3Qjs0z1QQrcpAXSgBVAsn+B63+Qhk6Hg8lB+Q7SM1gaZtM/ia1grUD7VhrayQ0SmkAmXxHsmw//9ydZZuWBoweDfTuHfFatqFkAsZSPU6iZPsdach7aH/zpKSQ1O2XDFYtGFpbyYZAn1NYdmhyUO3vg/D522Z3wHSwREJNvxva43LdNFMmJ9OhU/NMHJafgc1/AQ6XSwbNqBr1Qv5+S/au3qBHabkNf+wrQ/OsNDTPdp9YZPCWiIiIiCj+hNyLNxgMuPvuu9WlpKREPZadne2zTPv27cPXwiTmhEtl0uRkGGHSuYdi5menqYO0QIGhQAetNQ0x9c68LZfXGPQ+71dXANU/sBuuDNp4CXxJoFpqEGoTvMVqOxtbo2VIz5kD/P67+3a3bsDppwNZWYh1DanHydq4VBcpSaNd55pMSBTh+B1p6HvIvz0J2lrsDpRW2FS5WCk94P0ewZRscE8OakOhxT1BqLuEgjvjVvvbJiM2Ku12lU2rtTVQLXW5L5m5TdPNqsxRucUGs9GAFtkmbIac1LWiea4JxZXSJ7AiO9WMEosVVrsLZVU2FJRZkWo2IM1igDU99k6CEhERERFR3RrUi/cP2FJ45Welwu7UoW/bXLTJSfNktcrBpH+Apz4HrRK8lUuggFFdAdRgM2Prk0Erwzxlzww0qUusiJUJc6Kt0TKkjzgC+Ptvd5Ztnz4xlWXbGPU446FECEWX7CO7iy3qtlwbjYfK2sS7cPyONPQ95HdcMm0laJudboJRr1c1ZkP9jVeTg5oM6NI8S9VAz0s3e16r/c0or7Kj0uasVhpBa++eEgv+KihXbZC68/K6fJMBuyTD1ukuoyRKLHYU7ytFmlGPrFSzej+ZyKzEaoXF6kRWuglVVqf6Xsl6cpGIiIiIKN7V66jv3Xffxdy5c7F9+3ZYrTJFxiHr1q0LV9uSXqfmGSitclYrRaCycbQMoYP3g8mQrekANFCgqa7AZLCZsaFk0AabxRsrYmHCnGgLW4b0vn1AWRnQqZP7vpREOOwwID0d8SzYLNp4KBFC0aXtI0KuY3UfqU/meE0T/YXyPg39LZLPkPIIkmkrAVOZYFUmBvPOig2lHTIaIzfTrE5Aen+GbDNZpmBfKYr3W2E26z0ZuUK+998F5SpbVgLIsMCdLetVaqGwtELd79gsA0WVDmSnGVV5BPnuEujNTjOhoLxK1a43Gd0TlyVKkJ+IiIiIKNmE3JN/5plnVJmEyy67DB9++CEuv/xybNmyRU1Qdt111zVOK5OYxe5UB2uW4krPgWOg7DypaydDJCXbRg7ctINWWVbq7cnQTckCCuUAtLbAZLAZpzUtF+igvCHBZ4rTzGOpZbt6NbB8OZCaCshviARrJcO2EYK2kdyHQsmijZcSIRQ92j4iYnUfqW/muP/viAj1fcIxCkJGoGgjWiQrdn+5VU3uWW5xoNBYpf6WQlf7aJDa2qH9/sjfa7gOjiLQrg+S5/V6vcqWLamwwZjpnsBMaL8REuwVWnBYm/zM+zPzs1P595KIiIiIKAGE3Jt//vnn8dJLL+Giiy7Ca6+9hilTpqBz586YOnUqCgoKGqeVScpqcwYMZPoHOOVgUuqtGvR6NfO01MQTMtRSMoasVqeqtydDNz0TpQRxIFdXkCvYjFP/5Wo6uK8teBVo6CgPRuM881iybOfNA3bscN9v3dodyG0kkS5HEEoWLUtvUF1kn5A6pxsBdR2L+0hDMse9f0cKyqrq9T7hGAWhvYcEVwvKrdjncMLqcKGwwgqnA3DqnGiRlYbD8jNrDd76t8P790dOssrf6/bNMqp9P/XvP9WoMm3Nmb7ZstpvRH6WEdsBNM00Iz3NK4gcoB6vqrlbVqXeV4LRZZU2VTvfe+I1IiIiIiKKXSEf4Uh5hMGDB6vbaWlpKC0tVbcvvfRSDBo0CDNnzgx/K5OUZM9W2p1AhW+GlX+AUzKA5GCwdW6aZ7ZqmcBMZrWWyVFa5qaguFKv6u1Jdk4wmVoNDXLVFvSt6eC+tuzcgENHYzBwQUGQ4OyaNe4sW7sdSEkBTj3VXde2EWvZRrocQahZtOEuvcEM9cRbPxlmo891rAlX5ngsZKCb9Do0zTCrkSp7ii2wORxITzFBB4Pab0L9/fD+/ZG/7XKSNdD38/wdTK++b3qCyjabum826X1KJgXK7JW+gHzugYoqHCi1wmzQwSB15L0mKSUioro5DQZ83+simT0aLn1s/h0mIqLEFPJfnZYtW6rM2g4dOqB9+/b46quvcMQRR2Dr1q1qSCGFb+ZwOVh0GQxqsq40g7HWYaUWe+WhQK6MwnQCTbNSVKZtZZVDzWwtk6QEO+FXQ4JcdQV966pnqCZpCXLoKMUZCTj897/uicdEly7AmWfKTIeN/tGRDgZFM4uWk50l7/qJZkC6vvu8f5tjIQNdPldGd6i/gxlmVNjsKK90eDJuQ/398P79UXVoU00qOFxT3Xn/Ovbe66qi0uqZpE6vN/rsw4Eye+Wk7l8HylBlc6Bjs2zsLKxQmbcM3BIRBc9lMuG3w88A3OfOiIiIIibko6EhQ4bgo48+Qv/+/VV925tvvllNVvbtt9/inHPOaZxWJpmicvdBmQzNLLG6YM1NQcusdFXn1vtgzzvAWS2QW1ypyiLIAWZeuslncrOGBrnqCgx4B313FlVij6sSyD0UGKmpnmG5xQ6704l2eRk+B5S1DR2l+OHeb5xIy81DmpRJGDUK6NevUbNsvUUjGBStCeyiNdlZvGSxJupkcLEQkA51n6+pzfX5txPO/S/Q36lgatwG+36BXh8oUzZQUNZ+8OSulD5o2zStxlJK3pm96WkmVNpdKmgrGbdSLoGIiIiIiGJfyEc2Ut/WebAOpUxG1rRpU6xevRpnnnkmrr766sZoY9KRgy0hZQ4KK+zISTUhp4UJu4oqUVJhRVaqudpBuf9BbkMDVLWVLagrMKAFfSVoKzUCJSzn9JpczT+jSDKMJWhrkRIPEiiWocDagftBknWcenCG7lgOCDVGkEHWj7PKGfPBsBodOIAypw67XCa13+iPPgEtTzwJmflNI96UaAVSIy0aQ81jIWgYT0PxG0NdJ80SOYjeGPuf/+9FuN/PW02ZsoGCsqpkkKo6U73cQk2Zva2bpLHGLRFRQzgcyCvcAtiBwpxOcGkzhhIRETWykI9CZMi6XDQXXnihulD4pB+sX5gjGTEGA9JS9SpoW1BuQarJhLZBTnYUrklaQj3I1oK+EjSQIGwrv4NP/4PUSrtdZRdZrA5VDkH2L21Z/4PxRBFKkCHQcNh4+H479pdi9+IVaLJmJVwdO8E1dixaNUlHsexH6eZoNzGhRSO7OJ6yWGNhKH5D1HQyJ5iTZokaRI+X/a+mE3bB1MDV1pWc4BStm2QgzWzyPK9NQlbTvi235aRoYXkV/jpQHvJIHCKiZGaw2TByxb3q9txRs+Ew8gQYERFFRr167BaLBT/++CP27t3ryb7VSOYtNUxuhjuo1STdhFZ5KchKdR9oSdC20uZQQVzJpKnpALcxhysHe5CtPjc3TQUNAi3rfZAqk6+lZulVuyVoK2URtGVrOhgP53eMxvDuUIIMkiWVmWpAucURF5Oyyfpct24zCt6YC9vWbdinA8r1BXD+vgvo2rrWfZfiN7s4lrNYA/0bj+fs65pO5gRz0izWSJslK1Rlgqaaav0Nru23Opb3v2BO2AVTA1fbvhWVVep+flYKqpw6VcKhoMKmJlLT3lde510jVz5blttRXKlOlOpdejTPseKw5lkM3hIRERERxbCQe+sLFy7EuHHjsH///mrP6XQ6OByOcLUtaWUczLhtkm5GTlaqOniTerWSaSuZVFkpRrSoIYNKDs627CuF1eqE2awP+0FZKJlqgWoEahlB/gfZrXMy1PP+71vTRGbhGhIb6L0CtSPcQgkyFJZbcaDcruoSytDZmOZy4cBnK5DywQLo95egSmfAlgHH40C3XuhrNNW671J8i9Us1ngq4RDsxJWBapsGe9Is1sj2UfVcXVIiwFatTE6w2zFW979gT9gF2355PEXvngh2b2kVdpdUqXVT5XCiS/Ms1VeQE70Wu9OzriQILOu2qMyq+hA5aWakmQ2qnxDLQX0iIiIiIqpH4Hby5Mk4//zzMXXqVLRo0aJxWpXktINzmZys0gW0zE7zBPkkG7W2wJdk1OwrtiI9xYDiYivy0tyZOeE8mA0lU01bNtBBd8CD1BrKLngvJ8HfMosd6aaGZ6H6H0j7H/A2VpAnlCBDXoYZGakpKttagvixauvWXaj4v7dQ+fsfKLfYsKNpKyzseBRs2bno5AJaNclEixivt5nIIpFZHotZrPEyhD6Y7SeZttrJHL2h0md0grd4CGKGun2CLdMTy9u2rhN2NbW/pn+7OwrLUVTphNGoR5XViQOlVcjNNAMu+KwryWaWwHjTrBTsLrGgpNIKl9OM5jnmmA7qExERERFRPQK3e/bswS233MKgbSOSrBghM0uXquCrOfiDcB3g1Dmhg0FdV1gdsISYbRZMgCfUIFCgSXMkiJeXmVLna/0PZmW9SP3GfQ5ng7NQ/Q+k/Q94GzPI4x3U1jKRA63L9BSjymaP1RID0v4Vv+7Gyp93oM+v22GqtGLHwOPxV+ce6KbXI82sR//2eTipW35MB5ASWSJlnYYqVofQ1/c3VDuZk11H9nqoQcyGBvZDeb33ssFun1jdjqGoT0B9T4kFfxeUe8oIyetTDtZ7N+r1yE43qJq3UlqpZW6qmsBTyN99bV1lHsy4lWzc9s3SkWowIN1sYI1bIiIiIqI4EHKP/bzzzsOKFStw2GGHNU6LSAVftSsJvsqNYA/C5aCtRZb7wFCu5eCs0uYMOhAZTIAn2GW8D07DOWmOZJ02zTCren6BslDrCiD4P+9fzsH7gLexgwPBrMuWOalwuvQxmTn3y6/bsPSvcqzcsh/7i63YdvjxcKWmoGnrfLRIN6NjXiZaNU1T+2I0RaOOcSxJlKzT+ojF7NP6BNK131DtZE44s9dDaU+gf0uhvj6o0RdxsB3rI5SAuqyrvwrKUVBmVRN3wiITOzqQcjByK/uB3g4YM3Vol5eBFtmHJsrxX1dSgsJ9/1A5ICIiIiIiin0hH/nMnDlTlUpYuXIl+vTpA5PJ5PP8DTfcEM72JfXkZDKzdHZGKsxGg5oBWqKdEpitq67sYfmZ9Q5EBhPgqWuZmg7i6zNpTqAggdyW7FN5f/8s1LoCCP7PB5oAJpLBgWDWd4bZWO3fWbSVWWz4e9EK7H13Pva27I7dzbpC5wK2m7PRNNWEwzJMOLxFlsroap6RAqfLFbVgYX2zTRMp2JsI2YoNEWtD6OsTSJfvICdxNh48mRPOfTLY9tT0bymU7xNoWTXyIojvE2vbsbHJunFn1ZpUVq050/23Sg0NqeOknv+68h7hsWVvmee3TfoL8f77RkRERESUyELurb/55ptYvHgxUlNTVeatDOHWyG0GbsNH1mxFlQN/7C9DeaVDZd9K5mJdB1r+B2yhBCKDCfDUtUxNB/GhTppTU5CgtsyrugII/iUbiiusyE41V3t/mYnbe0buxhKPAbWy3ftQMGcuKn78DcUllWiVshu6vC6qzmKWWY+erbJxcvcWaJ2bjj0lVdhXWhXVidXqEyRLtNICiZKtGOtqCvbXNAIh1H/3GQcnrhS1lVcJtY3Btqemf0uhfJ94/M2LFu0kpWTaSlZt27wMtc1sNpt6PqMeJ/Wkjvue0kpkmU0oLK1EXoaJvwdEREFwGgz4qfs5gANw6fm7SUREkRPyX527774b06ZNwx133KFqrlHj1bjdX2bF3tIyNM1IQacWWapurRwoh5q5GOpkYnUFeOpaprYD81ACSHXNwB3oO9UVFPB+3ul0qmwm//ePZNAungJqkmV7YPkqWBcugq2iCg6jEd/2OAZbOvZArtWBDk3TcVSnpji6U1O0yctQ30lqKtZU0iJS6hMoSsTSAsmWrVhf9c20rul3o7YRCPX9dy+TlOn1xlp/n0IpaVBTe4INOIfyfeLpNy/aWfiedZUextrDLkDv0qucXbk+mLxLRER1cJlM2NDjPMB97oyIiChiQj4KsFqtuOCCCxi0bUQVB2vPbdpThqIqO0qsdpjNBuRkmFTGbWNnKAUT4KltGe8Dc5lIrLCsSmX5aGUegg0g1SfgVldQwPt5CcrJhC3+7x/KsOFwHMTHckBN+472gkLsev0tlPyyCVa7E6Ut28Ay6jQ4Kwzol2ZAqtmMQZ2boEPzLE+AtraSFpFUn0BRImUFJlLJh8bWkJM2Nf1u1DoCoZ7bQ71fZs2/T/UpaeDfnlADzqGeIIzV37xYy8KvbV2VW+1wVjlrrefu32ZVvibHCqvVieY5ZnWfiIiIiIhiV8jR1/Hjx+Ptt99unNbQQe4UGL3OhcOaZ6J1Tipy041olZUa9tqGjUXLztpdUomNu8vw6+4SVVdPDiRDkWrQI82sD+kgWZaTmon+Q5VlaLFca8/LRC7yvs0yzT7vH0zQTjsglqxouQ71e8UD7+/4/eZd2LNhEwpsTvzY91h8PvhUWLKy0b9TExzTpTlO6tFcBW0lEK6tExFo/UZDoH2iruVjpe0NkQz7aTh5Bzbl2n8CJ+13ZE+JxfN7oqnpd6MxTgLU9X41fY9Q2lLTe4T6bylZ9o3G5v03zDvzurZ/24HarOrgN89SJZfkOtm2Y6Q8+uijqnzYTTfd5HnMYrHguuuuQ9OmTZGZmYlzzz0Xe/bs8Xnd9u3bcdpppyE9PR35+fm47bbbYLf7blspUzZgwACkpKSgS5cueO2116p9/nPPPYeOHTuqsmbHHHMMvvnmm0b8tkRJwulEdsnfyC79230GlYiIKEJC7rE7HA48/vjjWLRoEfr27VutvtpTTz0VzvYlHTn4qrIfHLuoV30EpBiNcEEHhwsqMCazQwc7NDaaVFkHqxPpKYaQyzz4Zwo11hDmmjLH6srQDGaCNu8J4mJpuwRD2r9nbzHKXXpYHU6sqzTD2nMwSpq1REVWLlqkmtGjdS46Ns/0TO7WkEmHYlE8ZgUmQ8mHxlRbYFP7HSmz2FFQbkXTDLPKJK+r3EBjlAaobVKq2r5HKG2JRNZ5rP3NitUsfP+/Yc0zjEFlXte2H2hlgbRaySJetkWsW7t2LV588UXVR/Z28803Y8GCBXjnnXeQk5OD66+/Hueccw6+/PJLT/9agrYtW7bE6tWrsWvXLowbN071sx9++GG1zNatW9Uy11xzDd544w0sXboUV1xxBVq1aoWRI0eqZSS54pZbbsGsWbNU0Pbpp59Wz23cuFEFg4mofgxWK05bOkXdnjtqNhzG1Gg3iYiIkkTIvfOffvoJ/fv3V7c3bNjg85z3RGVUP3LglGp0H0S1yUlDVqoJKWYjSittMBn0qLQ6oJe4bq5v8LGo0oaC8ipVs9U7mBDNA2l5D7NZj+Jiq5pYLTvVhPIqe63DOrXP9g84SakFi90ZtiHMMulYbcNe6wraBRPgkfeulEwZl07VeY2XSa6klm3ByjUwLl6CDYNHYYshE5VWF6oO7wWrw47m6SYcdVgz9Gqb65vVHEQmIEWW+WB94eL9Vve/xwTcJuH8zQpm4sN0kwH7HE71b9qTeVlH7e1wnwTIqGNSqnCUNGjsWrTxNgFgNGvzVv8b5s70quv3NlCbtX8vUsZITgSrv1M2Byqsdhh17pNwdU2ASjUrKyvD2LFj8fLLL+Ohhx7yPF5cXIxXXnkFc+bMwZAhQ9Rjr776Knr06IGvvvoKgwYNUhP//vLLL1iyZAlatGiBfv364cEHH8Ttt9+O+++/H2azWQVjO3XqhCeffFK9h7x+1apVmD59uidwKwkUV155JS6//HJ1X14jAePZs2er+SmIiIiIKL6E3DNfvnx547SEFDloKqioUrctUlvUpUeqHarG7ebdpchONyLVbICzuFIFQuXASzLAth8ogw465OekorLEN7gbiQPpmoIneWlmVe6g3OpARZUd+8utsDic1d7b/7Plu3kflEr1iPpmDgYKsjY0EzGYAI967/1WT4ZcJDIeGxzEKi4G5r4H3U+/qQN5w9q1KOl7PNo1zYDN7kKTDCN6tspR9wNJNbonu5G6ibF84B9PmX4NpnP5XieQSAb/tN+RcosDBjmJZnNEtXZzXcIRLG7MrPN4zAaPVhZ+9b9h+qAyr/3b7P3vpcRihUGvR+vcNOzaVYH95VVonZ2OwtJK5GWYEv93sZFIKQTJiB02bJhP4Pa7776DzWZTj2u6d++O9u3bY82aNSpwK9d9+vRRQVuNBGMnTZqEn3/+WSVNyDLe76Eto5VkkHko5LPuvPNOz/MyJ4W8Rl5LRERERPGHPfMYIwdLhoM1bvOz0rC9yKKilq2bpMNqtSE3zYycNBMOlFbBYrWrMgqSASZ1FVLMOuwttsAJlye4G47JdeoSKOhqtTtQUGFFmtEIi92FMqtkzdpVsKPSakLTdLPPe/t/tgy/9w6MCktxZb2yOQNmHYUhO7Smg3jvg2zJOJaM20hkoTYoiOVyAevWAYsXw1ZQigKLHb/0OArbuvZBM50OTgfQOjcFR7TPQ4pkcVqdsNgP7V+BSlvEqnjL9GsI2efl32DL7PgJjtUVXK8tM1/7fsG8VvgvU9u+4fkdSXeoYJdWIiRW9x2pw1tWaUNmmknV8w7XiY26TnoEe1IkkSYAbGz+f8NS1JlZ38zrYNa7978XOTHncDrV+pef7BS9lGQC9C73yTcK3VtvvYV169apUgn+du/erTJmc3NzfR6XIK08py3jHbTVnteeq22ZkpISVFZWorCwUJVcCLTMb7/9VmPbq6qq1EUj7yck2KxdtPsUHdwGEWYK4v7Bn1puk8jgv4Ho4zaILq7/xNsGobxP0EecUocrGO+//37QH06BZaebIdNV2J0udQDWIicF2SlG6PMyVUB0w84ipBtNsMMAp0sHp8uFzFSjGrpr1tuQYjKpwEI4MlOD4X0wuLNIgqtWdb+40o7O+SZYKyTbVoZmOvB3gQVNMs1qKKb3gWagz/YPjDZkmKr/ezXmsFff907zrKPGDvLUO4OtuBiW9+eh6reNajvty22O304+BSUZ2UhzOJBjNiE/OxXdW+cgN82kJsPx/wxVfsJiVycRJCOx0FDV6N/Ze8hvoCBaTYGMUNZTfTJzwxXYCgfvf1dStqPcqoe5KnaDjcHUpa4tM1++bzCvlRNIkoEsQW3vZWS7lFvs6re0wuJQQVr/342GBr5DDah67y8p+uD2I/mMDTuK4XA4VXawCPRZgQLZPkPo7XbkpZvRJMOdQV/XSY9Q6onLtWw/tS5S65fhmUyZ8977nn8nL9iTUd6/B5ItLutffjvlt1AmEpWa9M1zzGrEBIXmr7/+wo033ojPPvtMTQgWbx555BFMmzat2uNSvkEmStPI96Po4jaIjPTxh/Z7D4vl0PNj0+E4+G/9k08+iWTTkh7/DUQft0F0cf0nzjaoqKgIetmgj3RkIgWKDMmu3QygaYYJ7fOz0LlZJoqkxqvNDqsLcNhdaNksBWaDAWkmvZqsTMsA0w66w5WZGgzvg0Gn06nq7GZnmFBosarMYPVeZiNKKmyq1EN2ihlF5Vb8XVCuhvBJ0Fk+t67PDvcw1cYc9lrtvSMQVKhv4P3Auh+xe/X3KKhyYkvvo1HSbyDyslOQq5ftoEeX/Cy0yXOXRigsq3IHvSrg8xmy38mETVL70+p0ocruQF56Sp0ZrQ2dcM57oij5LC3IJGoKZAS7niT49VdBeUh1o+sb2Kpt3eh19Z+5WPs37d5uumqZ0rEg0D5QU3C9rsx8eb1MthSopvWeokpVY7uVnNTSSphk+y6zr7QKfxdVwqzXqYCnLBtOwQZU65qUqtxqx75ye837WaVNfYb8LdlZWKHu+39OTYHs0oND6LPTTNh3wKqCeVJfXFvPgdZtbRnQNdUTl89XAeI6Jt2sLdDs3f68dFO1Ei3JEtgN9mRUbX/jZf0nw7pqLFKeYO/evRgwYIDnMcl8/eKLLzBz5kw1oa+UMSgqKvLJut2zZ4+ajEzI9TfffOPzvvK89px2rT3mvUx2djbS0tJgMBjUJdAy2nsEIqUVZEIz74zbdu3aYcSIEeq95WSBHKQMHz681vra1Hi4DSLr3Qve9X3ABGSdc+jsacUbFXAY3f2z894+L9LNS0r8NxB93AbRxfWfeNtAG+EUjKB75zKJAkVGhtm9Wfq2a4L0tBQVbNhRVIEyixOZaUYYHC5UVjmQkmnwOVCVg1TYHJ4smnBkpgb7Gu1g0GjQqYnEiiVQkJWGVKMO6WYjJEYhNfT00KPC5sC2gnI1HDMr3QRYoDLb8iTLJ8TgXbizIeNZoAy2Gr+vS8pXOFRAb7mpNUpyO2JT254oz8pGO4tVvb5N81T0bNNEBXz+2FeGbftLVTZ3RqoBaWa9JwtPyP4mwVPJVJTMLQN0dQ5fb0jJAv+JoiTrvKDY5gkySV3lmgIZwZygkLbJiYWCMiuyvfbRuvbPugIowQZY5PO37CtV38doqH/gVvu+8jmVNmdY64kG2p71+fcYqMyK1MOWEiv+JwgCZhCbDOq3Q95LgrYyUaPU75Sh4BJwl5MKByTIL8+XuwO26v10LjVCQJ1sMujgqLCipFIyTV1onpMqs22q/bq27xzMevF5LoiAqvf7SLBZrg+NoHDvC3Jd236k0+tQYXXgj72lyJDfgrTqHYuAtbizTSoobHc61Uk3mVSyaVYK7A6X5zt5n/TQ1m1tGdDBBuHr2if99xWppy23ZdvtKahUr/eun+79b0hK1hzWPCvhfvPrc9IuWnV6E93QoUPV5L3eZHIwqWMrk4tJEFQ6+EuXLsW5556rnt+4cSO2b9+OY489Vt2X63/9618qAJyfn68ek4MDCZz27NnTs4x/dp8so72HlGM48sgj1eeMGTNGPSa/cXL/+uuvr7H9KSkp6uJP2ux9YOJ/nyKP2yBCbEE8f7CsDLdHZPHfQPRxG0QX13/ibINQ3oO99xgmE5BIEHTb/nKUybBdpxNllVATRMmkJP5B22jW7dTqxkrwQ7K15MA/JyMFDpdLBYxkojWp2SvBPQnsCamVKlm45kx3kDkU9fm+gYJEsV6nMpRyAXIt2YIyM3iZza6e1yavkwO3tnkZaJGVAqxfD8vqr7DrrH9gZ7kdv+8rxa5eg+F0OVVd4uYWs8q+6tAsSwWVJEvwx78LUVhmVYH21khHu1zf7DhZhxIkk3Wbm2GuVtc30PaqK3svmPqY2kRRZZV2T5BJThpYdIATumqBv2CDFyrTVa9X31f2UWMt+6j/NgiUkVxXgMU/2CcB9X3FVqSnGFR2ejD7QG3rLBz1RGvKdtT+LWnD60P5/fHeB3YVVWJ3UQUq7U5VZzMjzaAmSfI+QSAkYCeBXdnHtAxi7fOlzMGBcqs6gVDpkGu95zMk+CmypPxMbpo6ISYZ1TLp3p/7S5FqMqnfVRkpIIHK3EyTz/aRbVJQYVPvXdN3rOt3SQKosr9K0FauAwVUvd+n3CvYLCMTtEmp5FpndQbcnvJa+d2V8iYWqwMdm2UEDA771OI+GMiW2/I5sj5llEel3aGC2dokbP4nPYLJgK6pnnio+6T/Z8kBs7xOAsyyv3gHmOH1b0ind6Gk0KZO5nRrlePeluVVcTGJYrAaWvon2v2HRJCVlYXevXv7PJaRkYGmTZt6Hp84caLKas3Ly1PB2MmTJ6uAq0xMJiS7VQK0l156KR5//HFVz/aee+5RE55pQdVrrrlGZfBOmTIFEyZMwLJlyzB37lwsWLDA87nyGePHj8fAgQNx9NFH4+mnn0Z5ebkKJBNR/TkNBvza5TTpYMKl528kERFFDv/qxLDNu0tQYQdKKu3qAN+dSanH4S1zPMMay7wy6qI1Q7dWs1GCtTqde3ixtEEy12QYrDYRis4oz+uQm56iggQqWypTpwKKoR4k1uf7BqrFm51qDvuBajgyEet6TyFZsBJwcslkMjpJtnZgT6kFbXPTUVnixN7iSjhcgNlogN3uhKWgCMZvPkfW33/C5XQiZd06ZB9xJLLTUlFmc6G0rAptctJwfLd8tGmSoerZqs+utKHKJnWUTdhfakXT9EMBrWDr+gYavl5X9l5t28R/oih5PwmqSdD2UOkElyczWEgbgtkm8pxkHepVVp9BnVioaR+tqWSDf0Zy4PUUOPNYBc0qraiwy/Bxg5pssKEBl3AHdrRsR217yj6i/VsP5ffHex+Q3w+nZOGbTeoby3toGab+bZDbcoLI//MlqCoZrWnpJuyz2tRvp8rc1bmzd/U6HcxGd/BTgoxSBsOul/rMTpRaKpFuNqiRAt7D7rXMzf3FFpTbHejdOtcnQBjK75IWQPWucVtbqYhW3sHmnDSfSamMRlOtNZyljri0Qft3XNc+ob1Wuy2B8KxUk5rASvZJ79q02ncKFJQNtp54qPuk/++FVodV9kWz2R1s9wkAy3kbKS9kc6LUasWe0irkZliwu9iCPaWVKtjbPMcaUiZuLI/YCDWT1vu7SCC7qMxaLfhN4TV9+nR1QlAybmUisJEjR+L555/3PC8lDubPn49JkyapgK4EfiUA+8ADD3iW6dSpkwrS3nzz/7P3J1CyZHd5L/rFHJFzZQ1nHrtbrdbYmsVgIQNCMn73GaN7Lx6ujQHDggW8B6xlMDZgY3uZZbABYWNYNgbs+5CvwWYwBsuaEEJCs1pTS919uvv0mWuunGOOeOv7R0Z1Vp6sOnXGru7eX6/qrMyMjNixY0eeil98+/v/MN71rnfh+PHj+LVf+zVZV6lv+7Zvw9raGn7qp35K4O/DDz+M97znPdcVLFNSUro55ZaFz73yb97YjaukpKSkpHSHpf4yP4AiNKKudkKZ8toNEmjIMVe1tqHtNKx5rip0T2Y2RmmO+botr7MNBH1l3u5kIZTdKrrfjG5lf2dl8d5p0D0Lwu3mRNwNAkxnm672Q1zrhTuyVunE++LlLZnKT+ce4cWhhgOkmrhPCXA5hZjThKFneODaeVQ/8ifoayki10H8tX8BWw8zi0/DS482cHzOQ5TEWGhUcP9ifRukEnaK6y6I0afz1NCw2NgdDs6KRNhrivte7r0bHZNpUDFXK6aWc3J7efOgapvbzsqy/250TMrjR0fnAh2fe7jyZkU2pAyirozbtw9Nu057o0gu7vlfnGRYqru4uI/P3qjPbmeK9G5ux/L8mzzXJ13WdD3ygExC7OnxUY4BKZA0hmphlMl3Xz9MkHWLTN7JNpTT+ae3z4JiPB/4+6QLkyCd4tiTGQDdwqXLddBRvdh0ZN2lG3fy2D3r3NTQHSa4vDHCkXbxnXsr30uEtdsAdxfwPl1E6tD49cmiVLsdz9uaNj/+vbzRUkY0TEdGTH5+P/B1t7bezJjcCwBzfE2/ztfmKiZWexFOz9e2Y2S43PbNgSjb13d/OZbLGQ27RS/cDNi9WxB4v3Ee2/nASSJFKaWoZBDJjYt79ffDC10f+tCHdjxn0bJf/uVflp/ddOrUqRsWOnrrW9+KRx55ZM9lGIuwVzSCkpKSkpKSkpLS80cK3B5AlS6zOEux3k8l83Gx7qBRKaawz4I1zHicdVF7O8Wf9vO56czGmm1goWbvbMM4c7Vs+53K2SOsvJnprpMX/lGaYrXnw49SLDScO3ahOn1sdnMi7hbbMFnRPcvGAH9riC0/k6xVv5eCpjs6mAEdSy0PlzZGIJayTRPzDRu0LdYdA4eaFfTWNoA/+O8wrlxAX9cxPHYEV9/6dpx+6CxszcACow/Ghe0mgfpkO2RaMXKZtq4bOpq7OPj2AlF7FcmSbONd3Hs3IxkDLU9AX7kO5p0+szYUAHio6UhWLftvN3fo5PGjQ/NGBZMmIxt44+JyZ4SKaYkDcJbjdlb/TLtO6SQtp/Xz3Nf3cNze7A2MW/0+2M3tOLmuyeJGFF2qBJ6MsCAMogOUmukQHreF6+A4YzwE3eIlgJ92aJfT+SejTmT7lVQ+w35j7EfpwizBHsfd5LT+E+2qgP6ySGIJSHeIsRtahrplyWfnatYdczbvBt5vxyF9u+7qg5yZejMAmK/xRqdnP3vThv8OSbb3tuO2+LdqN5WxChxL3UGM81sDmdGQ+xraXnhbhQfvRjTBftc7nW9MGH12qSqxE3SbHzQ3sZKSktKBUJahOlwDEmDozRdftEpKSkpKSvdA6q/zAyhCM4oOx6ZrwdAtnJmvSXYmHYWcYjvronr64vVWLw5v5nNlZuOjV7qI0wytqrXDjcsCT4QivFguq5bf7oXqdPuGN3CuTruznu4FeHK1L9P/XYtAz71jF6rTwGPaiVi6WNnmaZdl3bWlqFIJ7jZ7BbgtslYNrHZDcXS6tiGZwYYBJEmOI00H9y3VcbTpIc5qss9Xuj4ubo6Q/dF7UH3ySWxoGp546HW48tLXwRuZ8Pq+xCEIKBsXdir7is+ljUEiU8+vbvno+hGWah5yLS/yRXfp470coLOKZBGKzHJf3ipw4mdKZx1jOTaHobQxzjKsdEMcm3NlzE67Q3c7fvuBx7yBkFk6Fms2wjjD8fnKnlPpGatAh67A3nFRPoHawxB5bsrUfm6fx3hjGKLwBhbO62PtndD8ZvrsdmDRbhEP08tMOjbpZmRGr4bCTV3etNnLIVxCfoJWtrUsHsbl2yX8H+eTcuxu9+ksB/aUC3PWjYH2FHCe1R9cD8Ezlzk1X8WZxdqe/XYzIHOv8Va2ecf+7VO3C1PvxLl4EERn8/TxLW8O3OimX3m+MEKg6yfwbE1mNPA7VzNoOd+5/PR33/R3217L3qkZH/td7458Y7rRc22c62xv35RRUlJSUtopI4rw/3rv/1d+/+13/DpSc3ZxUSUlJSUlpTut5+fV2AtYvFhc7QXye5TkMCygXjElP3PEizLe8NUAQ9MEohEM7pbZeasXhzfzOV4Yr/UDXNsaST7lE8sDJGkBVbpBiCDMigJPw6iAjG1PciYJrO7EtO3dsmp3g1R8/cJ6XwptcUo028Qs3hsdk/0CjFnAowQHky5WKWA1zt0sXZbcn41BiF5UFCPyxpvi5/WkWDehLaEuYe9S1YZnm1hqejumXtNtyLiEZ1Z7ePzoK/Ha5U186qWvx6DexlyeYthL8bFza3joWFGtflZfSd7sMBLIuNINoEFHmmeomzYq9vWxAvuN7NgRmUCIy6nrMi3+evflrYhtkj7Ogf4wlMJTS01HoDfXTYflLJiz1/Hba1uT+baE3HGe7yjmNC0B98NIYhV4w6N01lJBUmREQyMk0lGLDfR9HYcbNs4zQsWfHaq23z6bjmRYyX1xKN9ouvc01J++KUOn6jQE5rIEQt0Jx23ZH/sB4yWA57lNtySPaQlq2U/cj83VwZ43g24ma/VGkRx0C98NiLnXeJt1fjn30NxzL520d1OzxkHtJs4Xxm0wQiBNDZnR4Nq65LSX2dk39d02Y9k7GW00Kzd8Mtt7t0xy3kgsZ8Y8XyG9kpKSkpKSkpKS0gtV6i/0A6ZJZxqdoGmmjQGdsQPasWAMoQmLGA3HVcT3yknc6yJuWjd7UemZhlQw5zofX+7B1Ir9YG6eoem4uM5K8QVQXGcBp4a9XXTnVqZv7yerdjf4zEfHsgQm0708VyPw1Xbtl/24FKfbPwsU8DlzVssCMB4MgXNV25Q2EkzxuBLO81jz+NbdAgyw0n2WF5CvXI5QtV214Y7BMLXS9XH5Tz+Bq18+h/edeA2WOyNsJQZWXvs2hHGKBUMvgL9BQGhgbRhI5XhOGd/hFKNbMskERDL6gs5P19ILB66zM1KhdOWOptyju0V2MLogCBMpmMYpuZPu29t1nXEbPKY8Hxos5hcm4rpt2BaOzrnb0HbymNwKsCr3pXRN0z17KUhQtw3pi7KQ1KyxzL5mATMuR7hTZodeF9Fgm9JHq4NIjjdV3SOiYj8qz5ty/MhNoHF+7ORxulFGM8WxzHxlnkeMn5i+ESOwc7Eu08mnM273C8bZN7whE6UZLqwNkKW5RMZMTvGmDjf2P35uFUbeTYi527pnfYc595LcvshVni90opYF6/jaZDzHpCZhKL8b9vpuu1uO5sn1Tt4o3OvGxuTNrvIGyW43g5WUlJSUlJSUlJSU7r3UX+MHTLxIKny1wNrABy23R/IKMnoe9WIKNR2adONqeipxCj2feZrujjzI6ZzE3S7idosTuJmLyjIuYX0QwTINsIi7ruVIMiBKE8RpgpZroe5VxOFKx1IJrG5l+vZk+0roOQ2Zd4PPfFxkES8AYSWWQluE3mz7rO3fyH283/ZzuctbPpY7Pq71AplyfXTu2WV5sUwHJI/8dEGgqm3Csqxdl+OU3M7yBpb/839F75EvIhyEGL2mirXGkkCvhmOi7tl4cKkubmc/znF6sSrgkG7pVtXZUThsY1jkKq8NIgG3BtuR59CZFVpxty/uS1cuM455/EsYv1tkx1ovxNNrAzRcE1XXwpmF6sxjdCvAYNv9Gia4suUj2xpK1mzV0zHP6b9TebO3k/28XdRn7Jpm5AH7hHOvuV88H3ZbJ7dHNy4/P+nKnTVeOY2f6vZ9fOU8sFS/tSnMk/vK8Tk9fnbL+KWbnU555hrvWJb/cOi6ZC6zsJddexbmT2o3Z+N+ISjXuTkK8YVLXSRpho6f4LWn5p6d4s1tavk9L8h4rzT7O2zv2QFKd077+Xdwt5t2fM4CeHvdNL1bNwPK9ZYF5va6MVbe7OLj5DnOaI67kcGrpKSkpKSkpKSkpHTzUn+JHzDx4uhow8MagAcWa+hGhUOPzsFJhyanKW8MIoEnWVZMt98tJ3G3i7i9Ls5u5qJye5o+c0V1DS3PEseRaxYORALLYOzAdcbTTCddm7cS5zDZvlnT3veaFs3X5ytFURq+T2i72/Zv5D7eb/sJV/thjKZnYysI4Zra9e6nqcJatnW9u256OT9K4BPW/sEfYmV5C8M0x0ePvQJPeG3YdJs6BpZqDk4sVvC6k/Mgdru0MYAfJ9A1HaxxRvdku+qgVbOw1s+wFhBi5+K8RcVmDTSJcqi4prh/y/xWgmW6fuk4pVN4t8rzZR8ZGhAnKeZr1bFbNS8KSU1Ny78VYFBuQ1zJfoS+n6FdswRUk3VN5oTebBGh3TJ86YyVSAOrKCbI83SvftjPuJx+nedW2zPwFUYlRAmyMLsloD25r4euG2fXZ/wS2jLSQY5tUDhbGYlQLkvoTKetWdNwvF29K1CH6wzDFD0/xOFWBf2QswtinFms7yiC9kJ1Bc4aE3E8Oy5D6e5or38H9/oemTx2nGXA79iyQNq9gqA3+rerbD+/i3muT57jdyuDV0lJSUlJSUlJSUnp5qX+Ej+AYoEQirmicZZguecL7Jx0aGLsveLFIC/KXIOQVN8uLDLt7pl1EbcfN2lZCGivIi4lYOLPJOjiRSrzPzlVupganmCxykJazxb3mQRFZRGiO3VxvZ/XZxUsuhnX1X7iKNgnnWGE7jCGbWhStGm3/ZjclqPney+31cXa7/43bH7683LhfdFu4NOv/TqsVZrw4hSHGhWcmK/g7EIFpxfreMWxlvSzoQN+kGBtGGEYxegzUgCQuIuKY0omaZ4ApqlhsW4jTHIs1FmwLJaq4xyf2wXxxu5RgvlzK320+H7V3jGduOyjNIc4spnju8OZOtGn4h4ex0kQEEtswz7A3I5iO6YBhgKv90P0mBndN7BU97ahyX6hxH4yfMucS+ZOc7lJuHmnxmup5W4AXd9fcb/tOIcouW5fd4uzKNtQunI5JgjWGa0wHf8gn6/cmmN5v/nBPPadMEYOTZzdFVOHbejX99MLGCi9UHJmX4iadqdPZ0bLTSJ+p60PJFaksUusyN3Sjf7tKttfzpSYPMdv9O+ikpKSkpKSkpKSktK9k7oiPMBi8bHt0tXy+7MqCywRbmzy4krTEKSZuGc4bZvZo3ThipPSK7L5rqsKv8fFGcHJU6sDrPR96LmOxWYkmZU3gi3T+Zhkj0GUFlmBWYaMQXoT4vq4HCMEJBcwSne4eG9Gk1CI2g8g2s902Bvloe4VR0GxT/phipVBgDjOBFpu+bG0d1ZOYrmt0l23RWjl7XToDoMY/r/7D+g+eQnroxiPnH0Yj555BVLdwLGKJdm9hxuuZIIeblQEGPN4EowS9h9tV7DcC/Hola6AB8MAzizUBHrSKT3KEizWPFimKU5HFjurugYOt9zr8kqvbA5xpTOSMRemGdoVG/cv1bdBKeWaOk7MeeLYpdOW0Hb6GEucRMfH8laAa30fizVXCqExK/JGMRTsf44jAmO6YF2OAYnACNHPgYaXbkOT/d4smAV4d4OeexWYul1HKOGrPIYJjs9fH2+wZ5xDkkjFeLqDJ8/xG43poWdJfjb7iDB6OrP3VoDizcSKcDkCfBqmeaOnP4pwdK6CY+3qTW1T6cWhu53HOmv90+50bUZmND/DLHop0DmKxaF+LyHoXufp5E2o6tQ5frcyeJWUlJSUlJSUlJSUbl7qr/EDqCguHJl118LGKBAgxcrpswqc8DWCLdPQZDrmigbouiF5pCvdEJe3Rjg9X9uGaGVV+BtdnJVF0uq2Jc5eukRvNF1yGnQRonFa9pYfbRcy4kVsuZ7tglV0WY5ijJJUqtVze2WBlP1eRM+CVXT57sedeLuutsk4CjqMOb18vRcJtGbcgVQmr9qYc204tcIVbUDbNXOw3LeE+wFIJEY3ymQ/VnsBPvrECp5c7ePQwktx5FIXT7z1G3DNrGFeA443q3joWB2ObaI7DLE+jDGKhhJRQUjJeATeENhkn/sxNqTvCcg0XJ334ViGgF1bN3B8zkHTs6QPTWiwbf26rFj+Lq7vHFiouXL8CJXZ99xv3ljgDYVZsG76OHLZoZ+iUTEFcjAoguu5UUbjLFdskGQC/qRKumvugCblzYLuKJK2Txbk2c9U41njZdZrtxr7ML0OOm1LgK8bBUjdC/5cF+dg6bJ/+wUwZbEixmPwZgv76k6Am72czuVY4M0PRq7wOV3XXT+B7Wg42a5IcTkFkJSmdSfOs1tZ/yx3+vS4lnNuHCti38VYkVvRrH//r/u39YC0VUlJSekgKDcMPHHmbUDGyww1E0FJSUlJ6d7pOf2r/MMf/jB+7ud+Dp/5zGdw7do1/N7v/R6+5Vu+Zfv9PM/xj/7RP8K///f/Hp1OB1/zNV+DX/mVX8EDDzywvczm5iZ+8Ad/EH/4h38oUPCd73wn3vWud6FWq20v84UvfAHf//3fj0996lNYXFyU5X/0R38UB1VltumVToBBlEpG7MkFQqfCvTgNOlgk6cLyEFt+iKppIclTeJaFiq3Djwr4xYvOWeBrt4szXrjxZ2vbcfvs9PjpNkxPiZ8EXXydwIUXtjw+JXSavBhe6YfYGATIZCq9Lq7cm5m+Tu0osFJWm2+6Oy6kb+TKmuzT6crh+3F0SUwCIwuCBP0gln2uuHR+arJPzaotbtM0L3JKd8scLPfN4l+GPEkNDZ85v4nNT30aX7naw+erRxFpGo43W3Be/5dwvFbBMcfB0baN15xsC0Al7CMcHo1jGTiiBmGKoy0Hdc/Eta0R/DCWsVMlJE5zhFGKOM233dGMP2i6ljhwyxzbmWPIswQUr/cDJHmGhmcX6yWwGEcITMM6At7p3Ecuy5iGumUh9XK0KvYNp+tKHECQyBgfBak4aktXrGvo8hk6VYMM4j4vjx2Pb8O194TCt+s6uxM5keU6KOYJs9DctPt1Wtc7iqs7btjsd5sNz5JoDBaquxPaDYRvF5YLiqzNcqxR/N6hg3v6hoGSUqm7nce61/pnZ5PvzJi/1ViRe6EdsUG7AOoytoTfz+o8VFJSejErsyx85uHvAFTcvJKSkpLSPdZz+hf4cDjEq1/9anznd34nvvVbv/W693/2Z38Wv/RLv4T/+B//I86cOYOf/MmfxNvf/nZ8+ctfhusW06z/5t/8mwJ93/e+98nU8u/4ju/A93zP9+Dd7363vN/r9fBN3/RN+MZv/Eb86q/+Kr74xS/K9lqtlix3EFW1x4WJ6g7OHnLhh4nAi0mI+NRaX1ywCXIYeQ4dOU40q3BtA30/hmXo8ruup9sQ7UbgdVJ8zinKnOJOcLPU2OmU5JT7zVEkTuDJi7xZDh5CMjqNJmHoZLE0TmfnOvwwRZrlM6HmbhfRbAfdlZMFVugMJSydvJC+kSurfH+tF2K17+NQ3cNCowCA1H4cXdw/OmvrNpFpLqBNisqNHY+EynLRv8sF8OS+MVdUywrH7X//6GNI/+h/ofXMOZzMLfzZa74ZvltBnuYCp1nw7NRCVRxfVceW6IwkzyW2YJQk8IMUhqkLSL6wOcDRZkXGRs21keTAKEoRpSwcZyCMU/RHseQxEqquDUJc3BiB9bYY8cB9mBYjD95wuo3Vri9RC5MZt1SQ+DtiCSQSYXMoLmy2M9/IkaWZTINnv3dGITxTl/XMKjw3DcuZf5qmGQxD385rLB1xtlUA4optI83z7XiKWRBx1vlwO66zyW3wHOQY3Q+8mWxHuQ6K+cN0sN/o8/t1FO/VbrZ3ZbO4aWPb0U0Bm92+V8rvhzI3u1y2vOlCYLvGqI2WJxnN9X3ur9KLWzcqwnW313+jGzzPF+fqdL54WdCRf2usdSO5qcbv58mMeiUlJSUlJSUlJSWlu6/n9K/vv/SX/pL8zBLdtr/4i7+In/iJn8Bf+St/RV77T//pP+HQoUP4/d//ffy1v/bX8JWvfAXvec97xEn7+te/Xpb51//6X+Obv/mb8S//5b/E0aNH8Vu/9VuIogi//uu/Dtu28fKXvxyf+9zn8PM///MHFtyWItDcClOBUXRCPrXSh6ZrMhX90oYPzzYEiC3VbSGKgzgW1+rhOReHG57As1nu0ZuZXqobGhzN3IY/VJk/yWnMZ5es7Ys8Xpzux8EzfTHsmBpestSEY+mSpXp8D1gzfRFNAHRdgZXx75MX0pOgeJYri88JbZe7I4kjqNgG0EMRd2Dq+3J0lW3zkxS6oW8D8xsVdpv+PLNo1/o+NvsjnLp0Ce7/+AMYfoAo1/HIsZegZzlynJM0FQczASd/X+0GOL1QhQcD7aqFdsUSaMwYikFIGGtjteMLNKXr1jI0mQ5/pGnhWNOTWAS77j5b9E7TMApi6JomWaOcwk44W0LASUBXFqebVPm+oWlIs2wbIvJGAN3XcZ7jy5d78Fwdua6hVXUERMdpugM47uUW5dgmIN92BCfpjuJws5y1hBFluxgbweN0frWPSx0fjq6h4lp45fHWbcOJSVDJ+A5GmgRTGZjTmnXOsE8eHzvI99um/TiK92o3xw4BOgFwtotbf7/tn24zb7Tw/c3VgWR3y+/DCL5lCHwvz5sbOYuVlO5FHuvt5qDf7fzdOyG2kTdi+W/6VhAJoC0LmPIGccXhzcjx8zvsaFZSUlJ63ijP4YQ9cdyGdh3yx7GSkpKSktI90IH96/v8+fNYXl4Wp2ypZrOJN73pTfjYxz4m4JaPdM6W0Jbi8oRCn/jEJ/BX/+pflWXe8pa3CLQtRdfuv/gX/wJbW1uYm5u7btthGMpPKbp2KTp6y4JRd1PXtobFY2eAYQysdoaoOBbSNEfHD9FybQRZilZCaBphoVqRPx5MHWi6Nlo1G1WCxx3Kd7R95EdIokSclcz/HPkhkoSAh9P4dXH9zlqG4mstz8Dm0MfFta44Aau2hjgeWwPHWu+OsNkNBLwlUS6fd0hCWQheBxardFNmqNqORAsQ4FQaFuqOvms/T36ujJQYhhE2ewnyPIGh6bIfbL/Dhcf7rWsZsizBlY1AYgCm2+tHMda6A4G3dIYubw4xqkSwjVzAJQFTmiQCo3TNnNk+ZtJmSQqXMQeejpZD16gp+7yfccPmVkwN17Z6+JNPP4XGBz+ArzKeweMjDSuVFt7/kjdjtT4P4lEDOZZ4nE0dW/0AjYUK+qGPJ6520K5ZqNpVOAbQsHUcqlfx1Gofnf4IYUxncohhYGChbqNhAXVPF8B7fqWL+w41cP9iRfp3FCZIEg1VG3h6dYAUGTRk6AUh5jwbYZrCNQrHNaEi+3yyoBbjGnhMB2EkgHix5sg4SnMdnglkcYyaneOhQ1WECfu8D88yoefZ9rKTY2aWeFxlXWnK/2G9P8JaVkQ9HJurouoYctw5PgSqRxpWeyNxv17tBDJ2VvqBwImrWz6OzVWgmxr6Ix8vPzaHpfr+IwZ2O6b84bcPx9yN9qk85xiPsdkNJS5jqWZtjy9+F5Tn514qx3u537uN2d0/zzGbYDVk1q0mbZg+v/fbfmeuMvM7IQiK75Pj81VkaYKabaDadsc3mvR9nzcvJpX9ofplxnk28X1/UNY/+T0463vyoIwDnrf8jjrVduTGV9PW5PxLNObnZ+gMI2T8N6fuynfL3R5/anwrKSkdRBlhiL/yx98rv//2O34dqXnzhZSVlJSUlJReUOCW0Jaiw3ZSfF6+x8elpaUd75umiXa7vWMZxixMr6N8bxa4/Zmf+Rn89E//9HWvv/e970Wl8iyEuNta7J3DIn/xi+fEN4f5Sw8C76g2gMubeM7EskldQuY9limOxP5Fd+Gt6uI+l9utvdK/pTaBy5dvvX1ruDXZUYTv/eQfwzR85LqOV73tIWy8/OV42CCMn8wbHY1/SMSAOm86dIp9m94/fTxW+HOmZPr98WMXyLvAFoBPPzG7TeVZlvdkU/Jzs31yacZrR7n5c8Xvz9xg2ZvVXmOyFL3Zp8e/v4QdyHSKBPCfBj79NJ5zTZ47H/3QB295PbdzTlGffurW2//5XV6f9bvS/sRoIKXnn273PLxX42C38/biTfwbezsajcb/rikpKSkpKSkpKSkpHVxw+1zqx3/8x/EjP/IjOxy3J06ckKzcRqNxTxy3j3zsT/G59ATWmDlHd1qcIJUqpkDdtXF63sMbz8zDMgyZ0kyXMaeV7+V8nHb88L3SucrHjUG07a6dr7EYmY6rWyMpOlV1i7zRukvnXZHTyjn1nP49+Zk52jMlLy+S9YnzbhDKNPpj7cpdcyWV25vVlsllLm+NECQp+n4icQJH56ri9qUDk+9zn+g2XGi4ktd6M20q90OcqmPH516Ozcn9ft9XruJ3P30B1wasROXhLf4pnO6u4PX/5xvx955eQPgZDXULUrDLNnSJOjg2V8Mrj9UxX3MlCiGMM8msPTtfRTeIZbo721D2P2Mz/vzcKrb8WAp5taoWzizVsN6lCzkXFySP+UOHGnKs2L7za0N0RyHWh1FROC4BoizDfMXC+c0R2p6FZsXGqfmqZMhyX1gkjxEeQz8FjBz3L9ZxeqG27aSc7MfVfoihz0xeunl1OX7LXR9128RSq7g9MekCn+4/OsGudH0Zk+uDGFGaIE5yHG9XpK9OzFXks2U/89hf7fr47DObeGZjIOXfsiQv4jC0HEGUIggzvPLEHI60XLzpTBsvO9a67phxvDCyZKHu4uict6+xsdt+TOvK5kiKt4lTPc3RdHV86qMfwn0PfzXm6t6u4/tOaj/n5G77NN1+z9ZRoYM/SuBH2Y7vBM4O2G+/KBVORMK6t73tbbCswomtdHB1Nx23d3oc3Mx31N1WOctJSUlJSUlJSUlJSekAg9vDhwvv48rKCo4cObL9Op8//PDD28usrq7u+BynE29ubm5/no/8zKTK5+Uy03IcR36mxQuke3GxfGSuikfoBJyvYa6eS4bp+qCYzl3zLJn+LdmXrZosn2vGdpZllus72piFGXTdRLN2/futieWYcdeNMgyjHKZtItcNrA1jkGUGuY7jNQ9dP8agx9xLFt0qqs7HWrz9mYrnwLKKIVXxNFkfL1jbzQoWmt72e9Paq437Vbm9WW2ZXCbrBLKvjZoL0zQQxLls+/i8hzAdCLibq9nw3KLA06x84N0zDC3M1TQMo6Fse5TkCDNt18+W+/1z/+tLeOrPv4CtShOhR9sn8CcnXgP7DPCKNhA+qUFLNaQmEKZAs2qh5jG/1IZmmIhSwmYLJ+cdXO6MkOQaLNOCaVoyNsr+p04uhcjX+jDNDLWKhafWfKkYPowTNAcx5io2XNvGQqsqx6HqOjjargmIZRRHkma40g3QDYk8dRyZq0lUhq4bAjM9i7nLEYZhjtOH6ljvR2h4Do61i7E6rWPt4jgT9D2+0sXaIJZxcHShLutjYTHm3TLzNEy1HUXP1oYJrm2GuLAZoO6aGMYZjreq6IUJ4pz5tczONZDl2vb44n70gxSa3Ohw0PEjGIYhoN4xDVzrDsFUlSDLMIpzuI5z3fnkJ5D9v7QZYN1PEec67luy9hwjk+fajcS+j9n2DDBtjttivaZl7jm+76TMTEPVyXYtpMcxz/4XIEUYaz67/57nwPQTDHhuaZp8bxH2+0lx58mYGJMHNfPzoOte/VukdHviec9z425l3N7JcTDrO6r8t223rPy7JTW2lZSUlJSUlJSUlJ7Vgb1qZrwBweoHPvCBbVBLFwaza7/v+75Pnn/VV30VOp0OPvOZz+B1r3udvPbBD35QMkqZhVsu8w//4T8Uh0p5MUCnyoMPPjgzJuEg6VWn53BlK0aYJTjRbkvRnvW+j4pl4fBcUTyE2qvi9X4rbk8XYOEjoQwrTLNgyUafrt6iaFUJiXkht1vRlpspGHMnqoJz/QStLKBVcwuINF0URoouVR30/Uj2jYW9uCyLYHHbtqnBs20cbXm41vGlMNmNqtpPF2Ny6YbdpSjUdHu+eKWDn/itj+JlX/wM/t9r53GlsYTfeeU3Sl5xYpgwJAc1RVUHMlsTFyoPQpZCMo+ZB9v3U7Q8G8MkRpxnmK+7cG0Dh6v2doG6cnuXNoZgFOyRVgXLvUDeoxssyzNsDWMpQrVQc7E5CqWgFoEdx1x3PZJ1nFmsSfs1TUeW57AsDZZRQFUWMru85aPrh1jphXBMHU+vD7BY87DU9PYs0MP32I7lbojeKMSS76HuWNKGzbGL2u+l6I0i6VsW+mL0Ax3ohqGhG4SwDeYQazBNHYddD0mSSq4ujy3HRTm++N1QYw50xZb2OoaOB4808dIjTckEvrpVxSZvUPgRjrW861zibD/XQdjtOab0/Z0o2DPdP5PnTpmHS7ceYfpufXin4BDXxQJ5XF8q1f+K1yfXK0XegkSKwg2DFFGl2H9+ln3OvqfrnFBfG99YYqoHs5Tp3D/IhZqUlO6k9ipcdpBV/tvG85zFA+ertnzX71VcUUlJSUlJSUlJSUnpzus5/et7MBjgySef3FGQ7HOf+5xk1J48eRI/9EM/hH/2z/4ZHnjgAQG5P/mTP4mjR4/iW77lW2T5hx56CO94xzvw3d/93fjVX/1VgbM/8AM/IIXLuBz1N/7G35C82u/6ru/Cj/3Yj+FLX/oS3vWud+EXfuEXcNB1ZqGGhVrheovTXGILotiWeASCrfLiaS9AejMAdfICczAGwpzqvNi00eYUfdPYhpx8jy4czFjvJETidOkb6WbaOLluavJ3ti3Pi8ft5xnjHFKJDeBynM7fqroC3wj0OF2bIIkgLs8tBGkq0HZjGAmvyrq+tG1yW9MAi9soQS3PqFkQehLwboxCfPTxVXzgd/8M73jyk6jGPnJouNpYlMJcmVZ8piwFZVvAMM6hOZxyzoJntkDFGp2YdD67tkRlHGsWkHRXZ5QGZCw2YxoCOcMolYiAmmMjiDOkWS4/dEgy7oHgdhQnGPkxKpKw/CxkT6McizVXYOJczRHISphLEFpzLJxd9BBEzxbWmoTb0xf+7EPGfTAOZMvn7z0MggjtehFXsdINoeUpFhoVzBka1jYY2wD0w1SiEpI4hx8nOLVQw9mFmuwnp+TPusHAafrXujzWOeYrNs4sVbBUr+JI08HxdhW1ygDPrA4wqpjibKbr9/pzykLds8bRFJxabNzSzYbJMT2zf8bbLQv1VG1zphNt18/fItTlsVzpM34ix6WtATrzNdx3qL5jvTz3CXPW0gyGocvNjvJYsh1HWp70PUFtkGbb5wPHioI+Si823ckbK/dK5bnMmzM8zzmbgs9v9yaVkpKSkpKSkpKSktLN6Tn96/vTn/40/uJf/Ivbz8tc2W//9m/Hb/7mb+JHf/RHMRwO8T3f8z3irP3ar/1avOc974HrPlvF87d+67cE1n7DN3yDwKt3vvOd+KVf+qXt95vNphQV+/7v/35x5S4sLOCnfuqnZJ0HXVXblBxSXvR99sImLm+MwCTQuqtjcxhiqeFuO0n3upDa6/3dLignYWqcPRsZQMhZTp2cBqOEMtQsiHSjC9f9uJI4nb6cOs91c9o1LybF6cqM0gmASuctIS5B3cqmXzhFdYgTkJCpBHqlCJfoGi2mcudoV+3t5Qh1+f4wKLJrT7SrAnxnuYUJO6npfS0vgq91R/h3//OLqH34T/D21fPy3qbXwHsf+CosNxa229OygaMNrotFWjRUXBM03LY8F8fnKpJ7zCgNQ9dQd0xxRjOvdrKvCd8n+5ptO1QvjumDh+sCWU1LR28Y49hcBXmeIcmYpWxiZRBgfRDhwsZQxuEozrDVDItjzKBlRk/Y5jaIYx9VLFNiPIZJijTV4Dmcxmvi8uZQ+p0wj1B8Jfe5I9ttYz/xcG70I8kb1qHh3OoQJ5McVc9ClhbVzDnOePwJn0+063hiuYcsT/HA4QbCNMXRpocT81XZ/yDxd8DzcnwxxzEDP1+DY5uShbtQK6Atj2mUFO7ZNGfsCuMQhjLmy34tnaiMCZlrW+IonRUlcDOahv98vhImhXvcs9D2jJv+/KTLey+oO1M5EEaZxLP0RgnCVoq1XigO9PK48dyhA4/nH49LeS5ddz6MvxOeb9BKSelOqTwHZ/37cZBVnst01PPmDM9zOm5v5yaVkpKSkpKSkpKSktLN6zm9in7rW98qzrfdRJD2T/7JP5Gf3UR37rvf/e49t/OqV70Kf/Znf4bniwiXyiI/zLukA45ZnFGaYqUf4GVHmgIv78T07FkXlJOQlT8bU+CHLloWF+IUSj9M8PhyD0s1F8cXK+LMnYZIBIgl8OL67hsDxpttKwFgOXWerlCPkQBNV7ZDh2g/TKQAUnUiAoGwm0WyWl6OzX6MJE2lrhqXEdcg813DIqtzcjr3pEuQH2AfsbAVC0PJ50tgjgIaE3btcBNO7R+39blLG/jV3/lzfP2nP4BaVLhsP3PsIXzs1KuQ6sXFsK0Bx+eKok6EkRTh4Hy9iqqt4VDTwcMn2yBFO9n20Ko624BvGi5O9zUf+XwSoh2dq2C1y9zXWIqCdQjqshRPXRugG0YY0LnqWHBsHS+J6qjGqcC6st/LMch9X2xGclxestRAzTbEEUu31uWtCJqWwY9SjAgZx07myQzhY+0qnl7j8Q3B0U8OyBiELEnRqjl4+fGmQF8mIvDmBfuH7Y9TV4p0jbgt27ixgzsHKqaFStVAnGbSzkmQIhC2F2wXups8z0onat220I9icT3zs7eradjZ8WOcX2esReFmfemhvbexV9TIXlB3UpPnPI/lXMVC349xtE3ndI5VRrTYxrYDXW7iuKasexLm7Nr3CtgqvUjFc2Gvfz8OqrbP5UoqNzHvZcatkpKS0kFUbhh4+uRb+Ieo1JBQUlJSUlK6V1J/gR8wEaCcXxvK749c3EJrKxD4pec6FuqeTGnPZEp7VkQV3GBduxUWke2s9nGl60tRpjghDitUOmlnOVlL8EO49MRyF8+sj+R1OhQzDXAP6dANfQdEmgReW30fbRbXusmLP26Xjup6xZKLX9cpsj65HWaeilNW16VfyggEalkfIcozfOFSVxxDBHW2ZYpjctIxDC0XaDvtEuR+cjo+gTkX4fbZjhJIT7oZZ/U/naifv9TBhx67ivd8cRUj1BBYLiLDus5lu1jVcKpdx5xr4nI/gKuxj0JUbUNg8v0yXb0irtakYLo74iEk8mHc14amo9cZyfF78EhjV2dzGRXx2LUuDMPEIPZxedOHBQ1BmqBd9QTY0U3Lx90goUDhxfo2sFvtBXhqbYhLmyP0wgiLNQd+lAtkLTOEmVnLvlzvB8iQY6HuSn9GSS6Vzdnnc64lRblYVIyZxJOxFRyTyz1fYDHjPMrjNms/J8Ekl+0OYngO4aO93Xele53uW55ZbAfHE8cAxZsDPA/5Hh/L7Nc7MUWa2cj8NiY4Xun4Am0J1RmPMhxvfzftBar3kx89y5VLFzOzkuMkRxDHcC1rO/6A2+HNm73yrRWovfd6Pk7HfzGIx4M3Rvnv1uS/Hzc7C+Zea0fkkRpPSkpKSsgsC5943fcCe/9ZpqSkpKSkdMel/ho/YOKFUncUyu89ApVBV3I7gyQRCMep4GmWYnkrQJTmuzp3Jt20zGvl1P9J8PXUWh+XNnxc7AwE8j1wqC4XlGXEwHZma359ZivXzaiGNM1hGRqqninV4+NxMSLCp8kLT8LLmwVe0/tCVyy34ZoG7JomcK2MbRhGumSaMhaBRdTkopiVqXUNhxoVyST91DPrRVsdE/0wxjCM4Zjmsy5bW5dIgMmLZU5XL52P/EzDNWX77MfJAm67TVH/0ydW8Z8+8jRWvvAELtYXkNFVqxv47w+9BSPLlQJkpV4y7+JQqwLTYIdraDgmwqj4y9DWDcxVbBxquuPc1VQcsLQCT2+fEPTi2gC5pkmfRHEGy9RxdrG255gjoNOQy5T49V4grldGFCRSsMxGe77ICJ6GjLOAnQDrYSiO+STNJOuW/cacZoJQtpWwlG7tQZTimbU+dJ3u4CqOtiqouTqWeyH8MJVCarw/YWpT0/zHj2U+cXnXYRb0mAaTLNpWs0zUQ2s7DmPy2JXQnzEJhLccAzx/WJyv6howNe06ULzbuL1RTMH0MtKPniVOW0JbPjIu4kaa7Hu6licL8k0D1uk+mjWOS6A/GYsyC9YrQHswdEuRGEr3RDwOdObzK4r/xpb/fhzk43hQ2qGkpKSkpKSkpKSkpMDtgVOZ90nlWQaTGaYy7T8RCBbGCbqjBE3PxvpqT7JlHzzSvG49JYzhtHaCx8pkYRG+H2Vo12xoWg1bw0CmoNcmIgYmMyoJTWU6vls4ZQm0RkExhX0QJTAiTp/XBIKVGa+TmpxGvx/gtdsFJC2vC1V7JzBkhfrQwOaoj4vLI3E2sU2MTCDNY7ExglCCw41BjMDJ4GmaTK3PmNVaumxn5JRyn0vnI7ZGONJwJQt2G4Bh90Jk//WTF/Bv/+cX8OrHP4uvWnkKHzv5Knzi5Cvl/Z67E6IeqxkCvTn3ytZNiSzohTHi8bEiPCXr7o8SnJirStE6Rg7QATsZ6UBn6JVOiEGYyjqqjg2mB3zhUkcg3KxcReYGP3alg/MbI+RZLutk5uv6MESVBd1MXY7tUt3D+fWB5L4SPjimJoXDZhXBYtQHl1lqOhiEEQwDsA0DupHJ8mHCaA7GVMT40koHesYM3xzrvVCcnMxupgt8EGdoVx2JJWBBtlnbIlRkH3B8bA4HMkY809wBG6bBpAD9lifT/ndzonaGIbrDSFyn5flDEN32bOnL/bjh9hNTsBs0LcffdMbtXm48HkvGiZRwqNz/HUUHZwCZvVzUk4D8ILgAlWZrv5EYSs+NJm+E7HUOHZTjeFDaoaSkpHSglOcwkgB0N6SGI9cXSkpKSkpK90LqL/EDJplyfriJT58rsiPNTJdp5Zx6zunmF9dHCJIiDiCMckSkehOaBFqEMASsdO0R9E06fWxbR7cbwbI03HeogeNzBXTl9icvMKen41ObI+bt0o2Z4dRCDUs1Bwt1ZxvaznLqTE6jn+U63O29yQtIQtaqPdthHIYpBuKKtXFudYALawPUqxbaFQdHmy5OzNdgmT4CFimzTTjcN0I+W9+1uNS083FpnO87eaym3YxfutLBv/gfX8TFzz6G/+3cJ1CPRpJla2bjbIMJcYsn246A2UEQS6axYWqIEyDLGW9RLBcksWQcjyJXsl8JEHksJyMdeLwvbwyRZRlec6qN9z+6jCAKsdRsymcIAafBLUHfp57ZxMX1oRzT0+2KZM0SzvI9w9QFeDcrDpqehc9dGogLlvtD//TGMMRDh5vXFaVjdEU4LvJF4Mt4BxZQS/JcoGIQpWB3WCYQhQkMw8AwzOHM6XjViRZanoU4q2G5GxQgs77zhsAkfOwF0bMF59Yjef9wYydsmAUm94oX4L6fWxtgoxchzBIZQzx/6PhmZMV+4eV+Ygp2W4bHqsybpnuZIhBfGyYzXXBc7tI4A5rTsRFAsin3A4r3ij2YHOsK3Bxc7WesKT23mr6BcqvRJvdCB6UdSkpKSgdJRhji//zD75Tff/sdv47UPPiFJpWUlJSUXhhSV+IHUMwwpZaqLtaCRJx/T28MBSgRPOZ5hqsdQwBN1X12GvV0YSoWkJqv2JJNOZ1xS5Da9oop5rtNeac47XoS9BAA0tF4dskSUMRiZGeW6tufn16+hGe7gZ8bTcnc7QKSfcG2+EkqfXK156M7jBElKda6AequCc+xJJ+WLt1jrQpOzVfx9GpfogPKvM7qLiC4OA4mjrdcRGmGpYY307FaOm//40efwn/95DO4uj7CW85/Fn915Sl5v+PW8d6XvBlXG0vbn3E14MS8A93QigJbSS5dUxNXp45Az8XxGaOAvYSynJ7vugYW647AwzIaoNw+C8iFaY6VQYD1QSCva7olsQdH2xWB0Nf1vR8jjBIsNV2k49zkI3Me4iRFN0gkD3hBYLUtERQWM4TNDE+vD9B0HQziRJyxR9NsRxbyqJMI/GUubquqSzQBxx/B46VNH3GS4Crbm8SoOLY4jSu2KX3MPi/7frqQ2iz4uD4IEUQFsJWxoeUznaOTYLIcp5LdOOX+5rj68uUtqaT+0LEGLm2M5KYG4yIIt/04QzAu0HUjeLtnkbR9LFM6aAu7OXB1y8fakDcnLHF5TIJZfp6F1FhQjVmajBO5GVCswOzzW/sZa0oHQ3v9m3dQjuNBaYeSkpKSkpKSkpKSkgK3B1LMJaUcS8ewW0z794MYSZRirmajVfXwiiMNKaxEd2KpWUXADu1S9X57CvUNNA16GJdAJ2SnG6IfpGBkLi9Cy4vPm3Xq3GhK5qwLSAKtL13pYhjEAgB1XRNH8KYfQRtpUuiK+cBzaQbPLqb7sy1JmmOx4c2Ee7tdXBOkZsgECHO7JQAv206o+q/e82X89mev4UhvDf/XYx/Zdtl+7uiD+OipV+/Isj1c1fHG+5Yw8BnlkMK1Taz2A5i6LY5OXedUfw25ZiMTg3OCB5fqODpfE0hOyMv9JDwPEl8gHgEs20tQf2nLRhTFOLtUw6mFqhQAY77iTOjsWXBsExv9QDJzGQlBQMkojoWai84ohG1oODZXlXxgurTp/m66NuYqJrp0YOe55Ci7VXv7uNOJzRsKZX5s2WcXNgZ49GpXIDHBdLtm4eS8h+4wwf2Hisxi3gyga7oEGtNgdXJMsmAZC8sx3oHQ+ehE7vFusIGxH5PF9yahSTmuGKlxpTOS1+gkP71Yk31gZvDNTh0uwXpZzG7SIbujnVP5tFTpoK06BaW/uDXCyiACUg3zjaLI22Sf0KFPp605zoC+WVCs9PyWgu/PD90oG/2gnJtqPCkpKSkpKSkpKSkdDKm/yg+gCAOpC5u+FBDr+zGSlFO1AdaFooNxoeEJ6COI2r7Iy7GjCNhoqlBRqZu5OJzlViT4pKOS/zU8S4Do5MUn3ZdsRDmFflYbJve1H0TixuT0fz6fXn76AnK164uTtlkx0fcTBMwWILwydFQcA0daNXnfM3Vx2XL6/yRoJYRl3xB+7iYWvOoMIuRajiubAZbtAKapbxepQq7hyZU+/v2HHsdj68VUdt9y4CWhuGzf98CbcaX5rMuWH3nF0ZoUGBsEIUxDx/2HWmhXTTxxrQ9N16XNhG9ZmsG2TYykSF2AhYYr7lfHMBDEGXpBKo7nrs8s4kgKaK31fYk1mK84OHy0IUBby4FTi7XtgnTTIsx9w+m29Cfzao+1KwL/H1vugV1DJzaBLX8If/mc8LhZsbHS9RH0Qyz3IiS5Jg5mHm/2MYHEZE4y+5yOYELIEW8+VCz0fRbCy7BQtyTflqCXubmMPSiBBtsya5yWY3Il98V4XLqnCVdnwYbJQn2bwwCuZYmb9zpoMs40ftmxIjN6sWbJ7+wnQt3JcbrfqcOz3HXUXq8RRvMs5nGlO3x5y5cvak/XcaJZRZSm4mbm/k73CV24NzqvFZBRUnrutNvNTVUQTElJSUlJSUlJSUlpltRVwQFUCWROtT2ZGt0LAtCEq2cFTHvl8aZkjk5P3Z4sAhZlqcQmbAxjLDaKDMvSrUonH6dVExLud8r3ZHQCgSfjEZ5eHcoU+lbNLgpjbY0wZGZmxZELz73cjVTZFjo8dS2DZXjoSVG2nUBrGriuDyMM4hjPXBxKLIBLiGUVTttUy7E1itCo2TjUcMSFuu1yHEcKEOBtDCOBsMwLnm6XOB9HMa71fVzdCKAZkMJkYZJJMbjLaz4eubSF/+dTF2D0+oBXl891vAZ+/2VvxUp9HrHxrBP6aMPAYtXFkYaDYy1C5FwcrnRUs3ZaxbPhGJpEPhxteljvF2D3oTPzwNaKjINmrQLHNtCuO3h6bYDzq33Ylg5DLyCABk0KfjUqhhQCYy4s28oxIa7PXWB9maU6Kbptt4YJHE+XY80+L8eBuKpNA0HIzFwPnq1h4EdY7fkSdcCxW8YdlAXt+BqPKQuCnVsZoOfHWGra0HIdDx6uI82BQ3VHHMAl8CW8ZFYuXa67QQzuvxbf2N0tBdOCBEGSYhCk6AcJPNu4DsBOZhrP1x2BtqULmOcaoTLdxHQ573XOTPY14TNvAHB92zc4xmN8h+Nu/JppaFjZ9OHqBnpRLEX0rHHxC8vWEcYsWGigWbOu218FZJWUDr52c72rgmBKSkpKSkpKSkpKSrOkrgoOoAikqCSHFJvKM0599tB0bJyZrwnco6anbnNaObNrr2wO8dTaAH6UYJQUUIhZtwSXTyx3sdqLJLeUokOvnMq9HwcuASoLQnHKfgrm7eoCp54mkAuZNWrgq+9fgA06KouiZrtNCWV+55UtQukUtk6PoY+5qrs9xZ6u1yDNsN4LcWFjKJmwhFgs4HW6XUMQdOBHNlxLEwBbcQ0cqrlsFV6yWEPVsQT2lg7e8sLYswxxVlYsQ56X09jLPuAjlzneqmAwSmCamsC+jVGA93/5Kh65uIGVjQBf+8wjeOXyk/idV33jdobt5dbhZ48joxFaJua5T+0KTrSqOL1QlaiAr1zrorPpi/t0GGY42rLR8Gxx9XquhVEQYssP0Kbzs1FFveoUwHkQiOOSvaXRfo0UfpBJTq04bqu2wMbJYznp5CIMpWt214JshAotD1c7Q3T8RBzeFzaHaFWdbcBLEMvjtOXH+MKVDmyYCLMMFzZ8HJsrnOBS+M00BcQamiZjhjcLXnKkAT9mTrJF03LRTtfEoTGYLaMOCP15U2K3sVPuD1fCzN8SUM8+nwwZm2vdSKJG2E8N59ltlir3T4CzZ0lbuB2C166f4HDLkcJxHFNlO6bPmx19HacYxQmGfoqtIBKYXsLWWY47/s4bIXTLH5+v4PLGCJ6h42Tbw5ev8gaAB4MV3cZuduXGU1J6fmrWTRZVEExJSUlJSUlJSUlJaZbUlf8BVNUuMzdHkiM7DFNEKYEZkWQu8JRQabciQwRkLPbEQkUrHR9hJd52/22NEoGpz2wMYOj17Wnss1yusyIWCOI4hfsSQaquIYz5+wBbfoKqbWBz4OOxioVXn5oTt+XklPnJC1GuX5d26ri8GeBY2ysgMDM8uR/M69QgsLIfRlKEiq8t1hyJR8iSALphoOJl2BrEGEYRUtjI8kAybQn9wjRE0ivyVvlZOiXZjlGQirNyFKfb8QyTfVAuRwDZqFp4Zn2ITz29iseudrEyAk50lvF/nfsEGiFxL3Csu7qj+FgpZrgSUNJF2XQsLDYdpHkq7WWsAx2c7FMyyVjyd22kBINRCse2MBilkrFQdw3JxCXg7g1zaWe76Yobs+aZyLVEXNZ0kU4DPa6fY4CPdGmvbRSO7FlO42LMBVjphUhSTSCxqXu40vHhWV0Zc2WOMYvCXVr3ZV8cK8V610CrkuOBpZo4aqnDDUsycZk/y33l48vHLtbSRT1dNK8EGnyNTvLdxk7pTAOjaLXrM2SnZekGQuYUd0biFqf7d9aykw5kjnFCW88xcK0X4PGVEE3HgW1Hcrx4PnEMcwyVfbnDNbcewYSGs0tVAbJ0QJfbnOW442uMGeH66c6lqxa5Lb9TrXG+tZKS0gtPKn9aSUlJSUlJSUlJSWmW1JXBARRzNKnHrvbRD3PJkW24psAgFoYiDK3OuMgjnKNLle/rBpAkuTgMTy3U5X2+x2xMQ2MurIa6U7hLJ6dyly7XWfEGJZSiq5NAruoYMkU/y3OMggir3QSWoYsjNEsLuDyrWBTbSUclwShdsWyjwTwCbeyGHU9Hpxi/cHFjKNPctzZCDIIErYqFgGCx5yPNNZyd93CpA9SdAs7S4WlqOcIkhx+lMJi5GxSuY+7PlhGKS7PimOI8nYRtLHil55A+dw0dH358Gf/tMxdwoZPCTmJ8/TOP4FXL56RtPaeG9z7wph0uW4otb1d16R/+NAhtGw6IHvt+iuW+j16QiHOSALZmm1IEjFEDgyDePr6Mj2C7CcqZDRtlGTYjHt8UlqlB13ScsD3oenEcxcI6K9uV0Q/DCD0/QqZlcqyZj8uMWEwBzDI/+HDDxeWtkRzHuk0gXhz/0iWWpilsUxPI+fTqQArFnZiv4VBnJFELZQG4ZAxtJwuVlSpB8M1CDMZyXN4cYX3A/jVvGKkgxzcvbgYIAE+K4n/TfTVdAO88wa0foeJbcE0NLdMVJyz77pn1Pmi8rRMe8xhVir6ZdM0JbGYedJoLdC0zn3dz3JVRFOWYtK0C0o78IkO5Or6ho6Sk9PzRfjLlJ5eZVZBRSUlJSem5V67ruHj0jfL3e84/9pSUlJSUlO6RFAk4gGLGJkWAd7EbwTUINOsC9giOSsBKaCWFzOIUK2GC5Z4v08EJ56q2iYWqjaWmt+0g5EUh4w16foJG1UaY5rjc8dEPY5kKvti04dn2rjl7JZQaBnSE6pIXSkhLMBeOp5A3Kw6yXBPXpT7O3uWFqOTGDsJx1EKRe0uodaLtSaEoTk/vh8l2oSlulzmzzBa9uDkU1zEjCwTUxTr0VMMgTqVwG9tKmMs2GBozYw14hGgZpLhTjxCtpgnwG3ZGWBtEqNumAGpCsjL+ga5eTm8PohRXeiN88MvL+MNHLmMjAI53V/BNT3x822X7+SMvwUdOP7wjy5aX20sNXQrHMWeW69EJsnNInxNKj1hcbJSgG4SoOZy2rwu0zTQN8yzulRXFu+jklD6i09Iz0Y8y6JkmbLYzDHFpQ0PdtbDsspiXi5ML1euOVwmk2acU+4YZxMxspZNbm/OQjY9RCf4HUYqNUYihn8C1DMkOTrIUjmVIP5V5r7pmiOM6yyA5woTg854NDbk8L4H9rEJll1YH25CCx34veDtdbZ3H8Pw6x0MBuE/NVwT+T47X6egPbpPF21gcjaCVjvTdohdKxzVjPHj86o4F3p441KxJVAfPPcaXeJYFzcH22Jp0vE8X87tZB9001HV4J0FJSel5p92KE07fcFVFyZSUlJQOvjLbxkff9ENAMbFMSUlJSUnpnkldHRxAxWlB7AgVr/VjHGm6mKtaiDk9fXMoF3x0zrJIF52UdMDS2UhnZUVcsAZMXcOxucq2e6eMOWC+p2ulOLtQgx+m4nK9f7E+nspdZJ8Gyewp6iWUomOVBauWo5Fk5RI+cj0Nt4XVXog8T5918DKeYRgK7CsyT6NtB6ZMc8+LzFRmimbas9EP5fT3umtK7AOn9rtGkeFKNySBM1+nfzPNUjx4pImtIYFwjorFfFILKW2WAWDWNAGPBH7L3RGWuyEePNwo+sJgdm4RWxBEkayP2//A51fw25+6DH8MT5vBQKDtLJctT6I3nW3ivsUG/CgWl6phMNc1ETcyoWbFNjAKY5xbG2JtGMEzNMnZ5f63XBujhKXVcmQpC1TpcExDoifYR45jyJi42vUlcqFZtVGzDURJhqudQKAuxWJzk8dr0v3J9+hEvtoLsNULoZu6uIq3C2aNQatk+85VsKYHEhHQqtjIslwA+fn1gUDM5V6A43OeLNesRAiiXJzXJxcqmKvYxfGcgI+TrmuOhZW+j7ptYavvo13dvdCXOMiHxVgLklzadmWL7t4MZ5fqcoOD43wyMmRW9Afbs1j34NoGwigTt/Ju0QtcD28iEJwT8vZHMeo1G8fale1lSxjNGA+OrePt6o59uM5NqyCMktKLUtPfLbNmtKiiZEpKSkpKSkpKSkpKe0ldHRxALdQ9PDMGcafaFbz0SBPDOEaUZgJqaw6zUwlvDayldP8ZYKwowRxzT+m4nSyERJUXhyfaVYRpJtD2uqnc44JVN8rZ2/QjrPYCDIIM7ZoBq0L3pS7RB8xzPdTwZJ10r3IaO6fe0+34wOG6uB0ZhcALVJniHmuSR8tlOR2dIuC1TWMM+iJ0RoSDGTjD/dKWL1mljEyQGARdQ5JA4B4zRJfoLtY0tDyrKDRWKfaDOa8EpYcbnkQABBGnsmvSp45WgGSu79Erm/jcxQ7e9+gakMSAWThqH106CzNN8JWls4jGr1FH6hq+7Y1npc/oBr225SNKEok18CxT4gk2h6HkzzJbdq0XYBRmsKoWTNOQKfyNiok0iOGHRdSExBIkqQBdyjVMvOpES6Ay329klrhukzzHvOlIRER9qthWGZtBiExozD5gYbqrnREsTcfIj+QmwNG5irxXxlcQSJqahpccbRQAYQyAr26OxBFNWHutG2C5M0LNs/HK43MCRlcGARqOfR08ngSZ3AbHAuEpa+OxCBePG9sxXXCLyz61OhDIu9ELeUjxiuNzcCwL3cAXaMucYjrKJ8HwLAhCmOvI2LKxUL0etE4XBWI28+owxEYvEOB/YnL58X7w+LjVIv5AueOUlJRmafq7hV/i099PqiiZkpKSkpKSkpKSktJeUsThAIq5qNTrT81h088QxwRFOk7MV8Vpy3gCOmxHhLUGC3GlAsw4JV5gm1a4dWfCKT+GJ25LE8faVXlvGtLOyt8sxWUJIFn4LM4zAbKnFio4s1iV6essutWqOgLzCALpCk7HUQFfuNTBiTlPtkuwOox0ySYl7F3Z9OEYusDZNh2lrilu2yrzX01dYHNVQCuBpoWsBVzbGoJxwKmWi/N0vuIgzDK0PFtgXXtiP4aeJX1F4MuIAi1nxi9Bryewkpm9n7u0JdEIT17r4Wue+Tzu27yM/99rvhmhaQsM/vzRB7f7geETrz5Zx+tOL+DVJ+Yw8hMEYYJDTRdJmuJLl3voBJEAPm5r1QiRii8V0EwNc54pxcL6UYKrXRa50lCfM8SNtTEsYhvO5Sm+rgYEaYKq4+Jlx5viiua02j/9yhCdIJbIg3ZtfkexLYGea/3t2AxCfBpGCYSZV0snsk1XsLikCwhdTtVltATjDuhG5lhb7flY74cSPZGmOVa7AcI0ga1pEvdAR+xrTs3LMZ2VZTwZGcBtcCxouoY45Zg1JA7jwtZIIO5iM8J9i0Ues4yzOIWh6YjzHINRjCdWevL+q5pz4qymS7uMAdmOPRg7picduDy+dFTbZibQdvszY03frOC43ehHkpEcJLFA8jKPd3pas5KSktJumhWdMj2jRRUlU1JSUnp+yAgC/PXf+xvy+2+/49eRmjv/nlRSUlJSUrpbUlcIB0wEQ8vdQH6/vDFCJ0zQcB3UPQt+mCHNYwFxzBElHKVTlI/TF3xlpuxkziYduXS71l1b4gEIqGZ9dnId0xeT/N22deS+Btc0BUDSkUiwda2bC9AiKOOFKJdd7QdIkgyLTQdbI8YoaAU45HosQy5iGdNAcEeIuNZnATVD1kOXsWUY4kDujHpY6YVoerY4jkkhHdNEro/jFkxdCoD1mZ+bF7BusvgVfz/e4noigdZSEMwqiltR//EjT+L3PnMVrc1V/M1zH0cr6MvrZzcvi8t2Ugyf+PqXL4rbkxmwVzZ9NKomtoIEVzojJGmGOMsE0tINrCPDZj+CbZto11zUUkY7NAQwbzGj1zPFKe1aFmwtFpcujxPjCVCDQOmTbROHx+7SC+sDWdeDTQ8bzDq29B3Hr4TrZWxGAfOZA8yiZIkUEqtVTFTHhe5KlyoBOsMn2nVXYihYEI2xDQSthLa8OUCnbhJnMG0DdZt5xsX2JMd4vO0iBfhZGExAwTiNybxdOoQJ5DnWGZvAFFe2uZwmXI6PXmckkPb0Yk2iI+iq5g2M6TE+edNhEoJM5vxOF0e7bnyP10F3dlEsroKvXOlJITSeL5PTmtlXHLfcLwValJSUdtP0jdBZkHavm6VKSkpKSkpKSkpKSi9uqSuFAyZe0BGoUh95agNRmuP0Qh33L1XRqhhYrLvibtwLFk26AunGZRwCf98aBgIHTyx54jDtjSKBuLMKopTroEOVxZjo4C3jB+h6bHvhDmfvpY0hrm36qHmmRCYwooAwjw7HjWGI7iCCYxjbxdVK2MftSoEuO5I2MmLg/MZAoCcB7HJvhKudIa6xYJuuwXV0dIehFEF7yeEGkixHmmdwdA1BnIirliCZzuKV3GdlL9kf7os2jnKYs2zJdyV4u7I5xK986En80Wcvicv21deeEMdp36niffe/CRfnjlzXv/M1U7JVoyjBkDBbD+HaOnrDEJyRzz7azEN0RqHAz6Zro2Ize1fDfN2CY3o4u1hDlAJXuj4+d7ErcQln4hqaVUdiAQhtGYdBLXcGWKpXCqCv5RiGmRQxyzVTpvUzYZbHq3SEcvwwRmEyNiNOc4RRjKZj4HDdhmWZAv0JM/ktwNiKi8sjcXK3IhvtqlNA2CDB4bqLtX6AziDAIMrQDRKsjyIcbgD3H6puRy3MArXllGCS2cm8XcY6UHTcMuu2cNzaO4p8sXAZ10P4z0Js/ByjCabH+PT43VHUbMqBW65/t8/zdfZB4cIeSQE/upllbI5hC88pOsTZZo7baXe7kpKS0m5SkFZJSUlJSUlJSUlJ6Wakrh4OmAiGCEopFsuybRvnVrow9VwKMtH5dyPtyPlcjyS7lS7Z1X6MOPVlGRZo4vTx3QqilNAuSFKsdUNc2vRxaqEqEQZ07tIF6SepZJYSnjLf9eLWEFjXMN+wt52Vsq60mKYvMLUbYKHhyBT20i1J0Er4xUxWZviudAKs+yEZpWTpXt7wJYtWo70245R3E2cWK3BsE0M/RcXVxZmbJ7ksR8BJuEb4O1jrgz3GCAZGE6wNQikqxQxdFtn6L584D//pSztctl86dD8+fOa1O7JsKU8DmlVdcl4HQSqF2OZqNlb6AZ5c6xew1THRHyVYJ+gcJoizVNy9i40mjrdcuJYp8Ng2TIlUONbyUHdiLNVdWY4xEW8+u4gvXd4Q5yfV9TMpFCbF5ADJCibMDOMYnl3AdObBMiO4LOJFty3dqSyMRmj75as9rA18mJqBY20PHlJcXB/KuGhWPIRhivVBgHbFEahPY+p8zZWicj0/xiCMx+5bSJvpiubYOTYGnjyWk05Uupo5VktgWgLXaacZ4SwLlE1n3FL8nc5kFgab/tx+C/rsNg151ucJeQlzmbnMwVNhVAd06T+avMvPs1+5/GQBPjXNWUlJSUlJSUlJSUlJSUlJ6U5LUYYDJoIfTmm/CkgmamcUi7uT0IzgsXSr7uXYKfNsr3Z8caESsG75OQyGmsJEEMc41KxLZAEhHR2GBFizAHJ/RDhowI8SgXWX1kd4Zr0n+Z9rg0im1MdpApcAdr6Gum2K+7Sckj7wY9i6hlefnBO4yCnojERY7vkyNZ7gkA5eKkoykEtXHB0Y5gKEIynKlkqe6dYoRpomONr2cP9SXdyRTddCkHCKfSYgLRuE2BgUbsiuDsngJfTkus6tpAjjwq361MomfvdTV8BQincsnxNo27creP8Db8KFuaPXAduXHq3BYv9pBmq2jkEcC8DeGrKoWARd0zGIyoJpQMWy0KyYCGNDoHLDNfDg4QZaFQuXtwIB4N2QGbi5AOiKY0lfcD8fOFSX/i5L1NQ9QyIROC5IswnACTmDUBcAHqcZOn4EI2feL3D/Yh0eTHi2LhnBjG8I41Tc1b1hhI1BIC5a0yJwjdD1I2z1owJaRilS5FisO1IsrUqHap6hl+WoV0x0/EQKntVbFk60a7L9Tzy1LmNtFCewDQPNagGTD1et66M4psYtX78R7JzlULuZgj77/XwJcwm+G46FU/N0i0fI0kzGbNlO6fs021GAj1nNs5zrSkpKSkpKSkpKSkpKSkpKSrcqRRgOoAhoqVcda+DCZojTSzWcbtfEydiqFYW3JvNr6fibdCzyh6CpyygEz4ZppUgGITToWJpzpPAUYw+kcNOogIeXN4fbWbCle5AxB8wejZNcioOdXx9I0autEbNxgctbIxxqOJJ/SrBIZyKLj52p1rfbyHxUxhdc3RoJOObUfhZ7YuEsukK73QiuMRSnKKMFLm2N0B3GUtRssx+K05PFqWy6hPl5h79pAsqYsUtYe2lziBHzTkcRLm70kWYaXNvE8pURWp6DVxxrAkkKWweqVQv/+RNX8JGntqTgGPWhs6+Db7n4+MlXFoXIJlS3gDecbuMNp+cximOMolwKjq10/cJFHMQIYsYHBNwEckYl6ASqIRzDgmXpcF1TIi76YYqNUYQ0BZ5aGwhM9SwWirPxkkO17WJxhLNtz8YaC4eFgGvQ5WnjzFJN3qYTd8skWE+x2Qnx+LUOWhVXCsQtd+iOHopj1jQNOdZ0/672fSl4RsBsGB6MliF9d/niSPaDkD6McyR2LoXSbKNwz7KPNkYJRsy1DQjqDSxUWYyugLZ//IWr+MLljoBmxhkcbjj4upceFvjJ40wYzyzbG8V73KxKJ2059m/185NO2TJWYRSkMmYJbQlmK7a9IzN58rOMpaBD90bOXyUlJaVZmpUlr6SkpKSkpKSkpKSkVEpdJRxA2aSiAlFtzFUzyTplvMDhlitT/AmRJL82YXGmSApuESDNVRw8dLQh+al0OjZcexsotT0L/TCBqeuSFSrQN06h65z+nmJjEGEY08HqCHQr3YMvPdKUHFhmnG6FiUBatocuVyPPJR6AuayLDQ+2CTQcG3kOcdSyjXTzEu4yWoEwltPu6Q4V92xmCRAmYGYRNhap0qGh5Zloega+HLM4FqeiR7Idtvu1Z+YkZmC5O4Km6xJ3wL5xLAMX1ocShZBmEHdrzbTQsHWJYGCmLQt6/dwffB4nvvApfHPk448f/BoBk4Hl4k/Pvm7msaBrllGzBJ90xjoWp86nqFcscRPzOnup6Qq09pEh13PUbObYaqi7BrJcw3zFwoNHmljeLBzQdAATvrIPlxoOkiwSGD0ZOeDYRW4sFWYZqhOOz6FnYWXAom6RHKu662CuYonb1TAgURC6oSEeJUVBsSiTY9JybSy1HCxUPWkfbwQQUDZdU/Jc6azmvvYCurRz1PJcntN1yzxfAnXfTJFlGjJtiM4gxCOXtrDRC6SNGRjToOPSxkDc3Fe3fKz3QoRZipceauDN9y/gUOPOVuBlH7K/gq5/027XaSfuNpCtpDJeOG5Y3K0sbDYJZcvPSoG97s4q8UpKSkr70V5Z3UpKSkpKSkpKSkpKSpS6QjiAqpKAMjogS+E5tmSRzldtvPJYa0c257VrI1zeHEh2LV2WBLfMMV3rBVhsuHIhWEYhMEeWrsdph2EZh9BgbmfEyIEUh5vuNqjissxT3RiFsHQDMYtMIcehhokzC4eQI0Mc57BtA5au40jbw8BP0ElSgam9UYz5mo2aY6Ef0FmUias2TBLESQbH1sUpyzxYo8GsWh1bYSzZuZ0gRppk0AwNh2uuOIafWR3KfrHQGCEgH19yqC4Q+bIOHGpVcG55gMeXO2hXPcS5hs1RiHMrfXz0Tz6Ft3z+45jze9K/nz36Uiw3Fq7rf6P8ofsySvD0ho8cOmhAZWSFZerjC2xLLroJlemEtqMECWFs3YZDR6wGiVNg/MDnLmwIcCZs/8q1PjIthwkdvYCOYx11x0CraguAv7AxwErPh80GpMBi1RXwXYp9E0SpRGiwCFm7ZuOBww1xApexGnQpr/SG8HwLSw0PCzVHcoRZ8K1VMcVNXR7fLM8FyAcsutUNMIpTKap2rRviypYvGb48puwL7vvhRiIgnw7oimlgS9eRhInEUHDcMTZjGESSjdwNYwHvaZpJli33j/vCSIjbhbj7zbm9GZXnRTqKJKN3FERyDm3f7Nhnhq6SkpLSrX6HKReukpKS0sFTruu4cuhhmemV82JESUlJSUnpHkldERxADaPCaekHGbb8VDJK6YxsVR0cbboSK4ARoGsauCih7WqPhaw0BCupFPUaRGkRY5AxN1bfnurdHheJonhBWMYh0IlLxyXn+k/nfpIZ1m1bwB0HzNH5Kg43HbzkcFPWSWcip+Ff6fpY74eI0hy2yfUkknfLPNwkjWS9hIQXN4ZSvKrhZlgfRBgYBqIsR94FkjzD5U0fK70RlruhwME5z5JCWX0/xLUei0elGEQZTs7FAi03xpEMhJkr/RBVW8ehmiPFpZ5c6+H9j1zEg098AV9/5TGBzgPbwwfuf9NMaMs/wyomxLnKbFrCUMLYumMiTFIs1FxxYxI8s18IywluT85XYGsA61rNVx1c2RpiGKVoNwqQzWgFOpMJsrdGocQQ0AVrhjqOzFXQ9RN8+vwGTFMTQN2s2BKlgCGd14aAzpVegNWuj/MbA8m1zbUcjq7jUN0RCEq3LuMKmOd7bWMIUzfk2HOczNdd+UNT13MBuCU0nasVgGChagvEH4YZsjzCueUe5muOFHhzDB2JqWEU5hJ/wH0mS+D7BPmGzkJ1NhYqNhZrDmzLRN+ngzvGKIwFUnOsMSaCkN6zTBnPVNmOWwEVN5Nze0swxbPQY3bwDZxwqkq8kpLSrWjWd5hy4SopKSkdTGW2jQ9/9Y8C8XPdEiUlJSWlF5vU1cABEy/alrssmVVMz7+4FY5hq4YnV7uo2aYUsWLhqZccbuDSxhBanmOp7sr0dGQZTi/WBfqFUVpk3BrFtHjX1HdcAHJbjFSgG7csIkVNu3JZFItg0Y9yHG5X8NCRphSuItQkeONyBLiMHWABMzo26ewkUPYjgr1Utq0bOeIwEchKWPyVq13uFk7O1wSIuqaG8+sBnt4YoDOIJPKA667YFpCnEv0QIxeXbZ+ZskmCNGFmboRWzcHx+Sq6PjNPDQziFP/5k88gvbKCd5z7GNpjl+1Xls7gQ2deh9B6FmBPKuMd9ZwRD3zGQmMa2C10C7OtzNxlTm8Y5djoj5CwgFyQwhlGAkSZLUzHKQvLsYjY1U5QFOpq2BJV4doGGp6DJE2LYmfQBPwGWSqxD1mW41i7gjnLgUe4O4QUyaJT9QuXOhiGMTZ9Fmlj4bYE1ZYpQJ/idugMZUwF43sfOtoSB3PDMaXPN4ehAHqOEx777cJg4yn/jK1gznCaM9c4QbtiiRObAL3nJ3AYAWGZMLUcx+cqeOPZeXFN05HKvFu2kU5cQipsm0sAAGy+SURBVOUqYxnqiUB08mc6oenIZr8enatI5jGjJjh+pkEF+3CyqNluUPdm3K43A4a5DG8OXFgZIE1U/IGSktLd0azvsDIuZ/vfbWPnv9tKSkpKSkpKSkpKSi8uqauBA6ay4BHFnFMiTjoh/TiGpXlSUIrV7Ku2iY4fSwElFv2KMw3zroGllifQlo5GFisjcFzZ9KHnOmy7gIslDNvV1TN+LGEXoxM4zZ0FwLYII7sjhFGGgAW/TEPgG8Ed2zmKgZprysUmi3aZGrA64NR+5usa8LMUDceCZRZwVC5OB8x4zXG0WRE4mmcZemEMQ9PhxxrOehWJeeB+fulKTwphMTs2SiFxBJmmCeTm8sfbdfzh5y/hs5cG0PIMf+eJj6IZDMRl+8H73oin54/f8BjQYek5psQC0G3K6IOaY8jxoMvWMHLoBvsnE2g8CiP4roFakqJPF62hieuWYPaJq33EUYL1Xo4wz1G3TORgXIGNI62aZOb2hhHWehGWao5EJzCy4NRCRY71Oo9DFOPq2lAKcTWrNkZbIynOttCwBWIToFNlUTpm0hK290YJFps2DrUKMMBxMz0lly5eAlQ/STEMYnESG5qBuudAM3QptPbSI3Ws9iws1h2JUKjYOl5xvClZyhRfv7BZFJ+72hlJfu9Dx5pYrM9Jzi8jHyqOKTnA59eH40J1uriIyzG/Hf/R8aVgHp3CjPhoVx0Bzbu5z/bjdr1ZBxvf402ENKFzXMfyli8Z0cwpVlJSUrqTmv4OkxtHSYK1jQiZlslzzoxQ8FZJSUlJSUlJSUnpxSl1JXDAxIu0IW2qADxmqbYq0DVOKfew2PLEgZMQ/eUZPvPMJjaHEZp0xI4i3H+ogfsP1wXcLTU9Aap05BKMsSCWH6ZSaGyx7kocw175oIRdT631JfeWDt+6Y4lb06ELlJZMQNykLDZ2tOVCH0/LJ2xjritjFdg2wlxCM4LExYaDpmdC74xwhTBZ50WrhVMLHuarLuYqRcYrnbVa5iPM6K81cWyhiqOtirhRj8/FCKq2xAHcv1SDbZqyfeb6fv7SFn7vsxdwbVC0j/lT77//TXjZ6tN7umynxYJcddeErmuYI5BlwTXQhZoL2Dx3NZIcWRZ2o0s1S4HuMBKI2nQIfmPEeSagNDOArp+iGyQCdL06M3LpurWKInBa4UBd6/lYH+RShIz5tPG4CBzFY2BqGizLlIJfpNsVh0XJ6ERmhEEB+ik6VQ81CboLt1a7QuhsYiVMBArzuJR5rYS2X7rSxSBI8Mz6EEmawbUtyTw+s1DBYtNDxdLhWRYONT2JWugHhUuW+cWla1dycrNMIiVOL9YkCoK3HHi8Z0FSRmvwpkIZkzA5XZjjJ0py6HoqsRKEz4zDmC4QdjMO2lvLwuXNgABbwxialkt/8+aBgidKSkp3U/yO4fc2v/fLG7V3Ir9bSUlJSen2ZAQB/o///h3y++++7VeQmne24K6SkpKSktJuUlcCB1CMsKUurY2QWyZeeriBs0s1NAhfoxSrgwBX8hxPrTNHNZHsVUM3pACVaxZFrgjwCLcIyDb9CMudEKM4wUpfgx9n4rBkDqnbMcXFOTkdnJ87v9rHpQ1fcm8vXxkCzEatuDLdntujhnT26jo2B5Gs4xXHmgJy6QzNMsYOZDJVn8WomHW6vJWJi3W5E+DS5khgKJNOm94c7jtUF7coc1D5OkHzvOngUN3lptHybMm6Xap78Cwdl7Z8gcBrgxBfuNjBh8+t4COPreENF7+IebeGLx2+v+jD1mH5mSUGFTxb8qsQe0HTDOhMmqXTU/KBE1zuFO3ldH/2CaEp+54Ak8/Zp5ZWAF8WJjszV5VcWxb2ShhbkUAKdHWCBEsNC30/gaYNJVKgyc+wIF1OWKuj7toCQZ9Y6cLjeEAu/dsNE9ln5gPTdcxlDD2TLF0Ceu4QHdCEoDwOfCQA5nubo1iOFTOP2c8Cczu+tGmxZuPp1Z7EODiWhYAFxHJNsmhPL1TR8ixxVNOZy7iHaYg6nZV8rFWRmAWOveloDrpnGd8xHddQThcmXGXEBsdUvWIJcCXMLYvs8f2bddDebBYu13+VWcLrA6x0I3Etr/RCGdcK3CopKd1tcWZMkBQ3/+5kfreSkpKS0u3JTMPnuglKSkpKSi9CKQpxwER4RYctRVg3SHMkSQoty1FzbcmOPb9OYJrLlHq6JOM4g+0WBciSLUgBqPo4C/e+xfqz7p2ahbV+KOtY74WS1+qaKSz72cqoJRTjOq72RqiYBlaGgXyGcPKZ1b4U/bp/sS7uWIJEAro4SXFuuY8gZgasgzOLVclsXe77WO6HkhnKNuVaJhm+LPxV9wrY3KoYEq3AnFxuj9PUWVgtz3WYFkGmJZmqhNHD2Jf9JLxtuCY+/uQafv+zl5Atr+Lbzn0c86MuIsPCU+3j8O2974RPQ9vyhIjSFH4Yo9300LCZTct+MgWSOqaJpUbRlq1hkUnLCAVCV9c2JR+WrtyXHK7LZx691henbhATUhYQm7ERdC53RznSTMfRBlCxi+Jn1zojXMyGaFVcRHGEVwG4sD7AQ0fnMO9ZqM9XxR1L+E2g7Fp0N69L9IJhcl2OXPT36a4Ni9xcS9NxuTvC0aaHpldAfYpRBYwsWBtEaHi2QOgsJxy18YqjTcksJrQtC9rx+GRdfyYApXuW7+/lgt3L+To9XZgtpKOZsRt0cBOaEjxz7OjIpZ8nATKzmHfb9s1k4ZbtJNA+zONs6BLxwW3OHDBKSkpKd1g3+52lpKSkpKSkpKSkpPTClboaOGDiRVo0jiIoLaHMimXeqK4R9sWAkcv0dT53BWBaAv7oTvXTVJyUPbpAo1SAKKd4073DKfEEdQJ4s0ziF1hIy4S2DdFKuMaCZVdYdCrOJCbh8xc3sTVKMF9zEKQJknaGo3MedE0Xly9BHqfIa5qOfpfT+SHts3UNbeaysiiZpqHnc/0sLsYYBVOALB2jl7d8fPbiFh692sHVfoSNri8g8sxSRab+E57SxcvlBiNm/+X4oy9cxh8+cg1vuvhFvP7KV6DnGUaWiw/c/8YbQtvdxP1g9i7DB7Rcw5bPQjE55mouTFOTPk3yDCZ0tAlX01Ryb+eY62vqiLNUIPUjz3Rkubpj4Hjbk3YzcsE2NIyYV8z8XMtCZxRJwTHTMhD4KdJcw+aocHdK8bI68Kmn1hFndLJW8dRKD4MwxVzFkvzijX6A82tDnFrgNH5LXLEm+giYg8xCN0NCbg1Pr49waWOEE3OVIrN4IqqAn9kYOQL3WcSMxdckxmEKzt4IJtwob3Y35+t07ME0BC7zeRk18eRaX3KHi+JxkNgHuoEvrQ4kroIW7gcPN7b3bb9tm24noXbFNTCKTHiugaNzVblBoaSkpHQvdDPfWUpKSkpKSkpKSkpKL1ypq4IDKEIrok9C1UNznrhbF6uOTD/nj2XpGAWxADjmhS73A1TCGJc6PuqMDxhGyIc5hkEixZVa1SJrNKqkODouVOVYhXN1c5CiUTWKqfBhIi5agkcPhnyGkQnMQk3EcZvgaKspxbUWGg5ed3qhKIyVAx0/wjVNk7zWR690sdZnrq2N5V6IlZ4vWbSmzsJekGJZ5gBoVwgPHXSHCb54qYsnV/pS3GoUFVROy4G250i+K4uAERCvdX1xoH7smQ34F67hr5/7OBZGHVn+scXT+NDZ1yGwbg3a8lM1V5P8XMLz9YEvMJxZrYTozJxdqDJvtSKFvKIsg5XoWO8HqNkuPNvE+jBkRgQubo4EyPb8BGGcSe5wDkYbWEAMDMNU4ChhNPfZ1g2JQiAYt3UTq92BFJkjuO1FKVa6gYyLp1YHMHRNoi6udH1x1W6NiqJizMelSzROEqyO820HEYvBGdANFpErwCNBdKkScD6zORKXKcH+EdcUp+2twNm9NAv87hZ7UG5nckxGo1SK7LGPNgZ04BbLE3Jf2BwIeO5HsRT0Y1/dqkuNn3vFsRbmPFvAeqti7ZpvezNZu0pKSkpKSkpKSkpKSkpKSko3I0UaDpikkNjYiXhuuYdWNRY4FSSGwCGCNjr/WGTsybWBALrOKAE8xiAEOD7XElC3IcWyIPDv8uYQDx5pbk95p8p1rPYCGJqBJ651YZoG5quElCx+lktRqJWOIQD11Sfa+NT5Dax2fZw91MDJ+Zq0pQRXBL+GEeHq1gh5lsE0DAFuF7d8iR0IkgCn2hXMVV2Zqv+yI3XYho44zfDEah+fu7CJbhCjOwwxjBnr4KDhWFgfRlgb+vDjXJy2v/fIJTyxFqAS+fjOL74PZpYWLtv73oinFk7ccr/T3ExczEzYVHJVU4lByKq5ZM76IfeJSDCHbWrILQujsC8OXFPXYFssJOeIAzdKCf8MycBl0a71YSDbqNomfC2WmAhdy9H3Y4klYDGuUR4L/KaCNJXsW/YnxSCLjVGIp788EIi+ULMEKtYsHVWbLt9M4hhGQYKVzIfDLGTGLvQC+MyrrTvIwCzkDE3HwDPrA4HnJTi9vDEUEH12qT4+fjz2+3eX3gy8nAa/e8UnTEJdDkIWdOMNBObPEuDyZY4xQv2hn0i0Qt22xQE9q9jezQBWLvPgkcYN9/tmsnaVlJSUlJSUlJSUlJSUlJSUbkaKMhwwEYD+989fwWs04PymD70TyZTtb3nNSXHITjoJB1GCQRBjvRcgjAgENTywVJOp7izaRfjarDkCtKZzQDEuJGUYxfT11Q6nmecCYz0wVxTwNBNnD9Xx1OZIHI6HOMXes2QbzEMlRGSbSnB1ZqEq0I+ZpFe6IwFqLEI1V7FxVbJJNSGkrkMUqSGWAlVFsTU/SaTgFnQdjpnDj2L4tiYg9+IG1xXjdz9zCX1mGAAY2R4eOfpSNIIB/uS+19+yy7ZU0SIgSwF2j2UaUuiLERObgwC2bWK1T7CY4dL6EGeWGojSDCM6Wiu25NMu9yIEcS4ANk0JIiMBz0WhthxZzmxWTfKAq44heb4E1+vDDHNVC5Zhos6K4kZRLC5LWQSuI/mq6z0fF7dG6PoJljvAyYUa7l+oCtBuunQ9a1IYTTc0xFEiANrRc9kPAsVBmCHNUwwi4AtXu6i4Fs4u1iQzdn0QYmVQFFvQJYbg2cJh05oGoLcLL/cqHDYJdTECFmo2KraB5a4m1dZZgI03JTi+rXGkgudaaFUcWc/kTYXJccpoEd48uF2X7F7QWUlJSUlJSUlJSUlJSUlJSel29WxVKqUDIUYPXFzrye/MTU2zDBu9AI7FwlYFLCKQ+sTTG3jschdXe74UGfOTDGuDAOfXBzjWquCr71vEmYUaarYhBZ4IrwjYOIX/o0+u4s+fXMVKP5RIA4JIQt881bDRDwVuMev0mY0BLq4PMedaON2u4I1n2hK1QBDLvNzCqZkIuOLjWi/A5a0hrvV9yeW91g0wZIRCj1Awl2gBOlDnKg4CgmZNExgXhSnCqHCgEt6ygJZrmQIjL2wO8Z4vXsP//bFn8PKnv4D5YRGLQH301KvxP1/6tbcNbSmGB3CTPCMYMUzXLV8zzBy1iiV9Q3cyXbg9Fv3qjGBAw1LDLQrAVR1GD8PUgCQiII2Q5xnIXk1DRzguIsd+6fshhn6M5YGPtd5IwPtTyz2sdkdIkePwnIfOKMSTq8W+0lF7pRNhvR9K7ALX1R9F0k8s7MYiXSwGR5h5bK6CuborUQeMR/AcU8B4EEfiUGVsBuH0Zi/Eas/HSt+XwmRNzyoilTMCaF8iGTjOJlVC2vVBJI8lGOWx500CPjK24NLGEJc2h9d9fnpdm2NYTNjLcTANfWdBXTrFWzVbMm+Z0xwmOSqWIYXXXnmsidecbOG+pZp8vmwr4e7kOOXzyX24GZXt5uNe0FlJSUlJ6cWjn/mZn8Eb3vAG1Ot1LC0t4Vu+5Vvw+OOP71gmCAJ8//d/P+bn51Gr1fDOd74TKysrO5a5ePEi/vJf/suoVCqynr/39/4ekmTnv1Mf+tCH8NrXvhaO4+D+++/Hb/7mb17Xnl/+5V/G6dOn4bou3vSmN+GTn/zkXdpzJaUXj3JNw8rCQ1hpP1Q4AZSUlJSUlO6RlD3sgIl5qblWACAWB4NpwHNtKcp0uOHJdP0nzq/hk09vYIvOzoTOWQ38jzmynSBGL4xwZr4ujlA6Z+mAJWC7tuljECd4Zm0o63/pUUNct2tBKHCQLtqGZ4oj8en1Ab5EMNz1UbUNHG566HdDBHGKXrSFNqfqO4bk69ZME90oFpjVG8UwdB1nFyukgALikjTFlp/hAp2zowibo1he713pCSTd9EMp2FVzbYziBEGcyO/MgX181cfCYAt//dzHsDjcwpnNq/h/Xv1NyIUuEzXevvinF6EmDb+eDeQ5H3Wcbrto1VwcrVewrIXi0hwlMbRMQ5JDpuST7m4MA3gsXBan2PBD9KMUxKRRTFidYBTl4HXXSMswGiayz4wmoJ/WLFmfBtgGkF7o4NGrXYwC5rmmwBEgzOhUziXjl25YHtOqbaFRseBmFkZ+TMYtERsE/O1qDfct1HB+Y4g81xCmsWTo8hizwSkymLYuURWMHOBuML+3G4TojRLUvVScve2qtQOkznKY8oYAYzmYj8tc4E0WjkuBTMtwqO5tQ9QbuXRnRTNMZuJyO+U6ytd4LpxfH+LCxlCyebmtMrOXcLVsKyMrCHnZZj5yfO4WzbBXnELZbt604A2I4+2qqvyupKSkpIQ//dM/FShLeEvQ+g/+wT/AN33TN+HLX/4yqtWqLPPDP/zD+KM/+iP8zu/8DprNJn7gB34A3/qt34qPfvSj8n6apgJtDx8+jD//8z/HtWvX8Lf/9t+GZVn45//8n8sy58+fl2W+93u/F7/1W7+FD3zgA/i7f/fv4siRI3j7298uy/yX//Jf8CM/8iP41V/9VYG2v/iLvyjvESQTBispKd2aMsfBB//CT0qtCiUlJSUlpXspRRoOmOIkw5ExfKrbGo4u1vD2lx8RByYLkdH1+emn1/DUWl+m8nuOjmquS/zA6YWqwDI6ZOn23BiGkk+73I9kijndtZsDQlETrqXL+lybsNZG07XEyUmCOOAU9I0htkah5KKmaQ5NG2G+4uKhww08vTbA1ijCKDFwbpnFsnJsDQu3LKfoD+ME59e6cAwLYZ4hCAkvM2h6AR374RDzVVucj+KYFGcxJPe14fD3HFeYjRuleNPlR/HGS49CzzP4loNPH3uogLZ3WFwjE2WtDLBp9s1yuISjri3tXqo7MLQmPn95E1mSoRoZmPMccbv26L40DSx3QmwMInHF6qYhINcxGYkADGKC2IxJEOLCLVJvAT0t/v5zNCDV6RINhEcTDDesoohYdxCi5vAY1SSywnMMLLY8jMIYS80qDtUYGxBisc5IhBj05rCoWy+MZV0VqyKQfSuI0HJstOs2Xn1iTmI3AgLXKINjakhiZvtCIi54nIToTmimwzRO0a7a4nqlUzdJMlQcuneL6AI6cBk3MQlpbyZiQEAvM353Ab3ltkdxKmB9Vls53st4BG6TsQnTLlnGftAlzBsZVbcAxtMgVtzuQYIgSdEfxdI9L53KjlZSUlJSevHpPe95z47ndMESkn7mM5/BW97yFnS7XfyH//Af8O53vxtf//VfL8v8xm/8Bh566CF8/OMfx5vf/Ga8973vFdD7/ve/H4cOHcLDDz+Mf/pP/yl+7Md+DP/4H/9j2LYtMPbMmTP4V//qX8k6+PmPfOQj+IVf+IVtcPvzP//z+O7v/m58x3d8hzznZwiMf/3Xfx1//+///XveN0pKSkpKSkpKSrcnBW4PmJhJSscn1axUJL/zMxc2xA3bchOcW+vjPMHpMAa0RAqIveJ4E45hwIQmYJCuzEevdnBtK8DZxTqeWOkJhGLMweWNjjhgj7QqMs2fgI7OUDoa6QJlNMFS3cXmMJKIBj/NxZlZc3R0o0QKW0VJJjm6BLIEwsxrffxKD1f6QeHqzHKEDRdHWrq0gcXKmL1q5EXuaHcYSTwAp7uziBbzYQnMRnGEODWwNkqxONjCt4xdttS5+ZP44H1vgG/ffizC5MAn5CSudnU6WwHOnLctDXW6WS0duq7BsUwMohjDMKaVFJ5tSeZuw7FRdSzpu8W6g6udAKYO5GbhZK04GrJcRxznqGsaRmkKPckgfDEH7Im22FYR0UCGmY/b1R2/zwJzFU+TdR9rV3GmXZEIhLpnY0VgaSr92KFLF0CjYuJ4uwCPHT+UnF3C04Wah1cebeJYmyC36AHGPBBIXtjQxDlbzVnYLMFC3ZZYglKlG3U6H5ZQVdc0yZvlGOXrQz8Vx23dscY5xxDAXULa/UQMTLpfdwO90gbXlPf4OL0e19Clc+eqzg4IS2A97QDmTYTNQSQuZlL1qHI9TJbc4YwxFbEsxzGrcm2VlJSUlKZFUEu12215JMCN4xjf+I3fuL3MS1/6Upw8eRIf+9jHBNzy8ZWvfKVA21KEsd/3fd+HRx99FK95zWtkmcl1lMv80A/9kPweRZFs68d//Me33+ffkfwMP7ubwjCUn1K9XhHZxTaXP+VzpedG6hjcY1m7PJ9+XR2TeyZ1Djz3UsfguZXq/xfeMbiZ9SjicMC0UHNkijrn0dOBem2ThcdSHG1W8UTE6IIAcZTJNH0DmRSgenCphsNzVVzZHGAUJvjytb4UJ1vp+pLJKjmedOAOdMR5hrppy9R2QttOkODptb5kfx5qOZLHymiEqm1ivuahH4ZIUg0120acp5J9W3cNVGwdPYJCXRPXLIEtASPHHtvW85l7OpLiYyyaNQgyRFksxbeYdaulwDAB0iQTB6OtEVDytRRHemv4P774/m2X7Z+cfT2eWDh1x6IRqHJNpbGU8K9iAHVXFwB5pO5K3u9y1wcOtXCtP8JWL5Dp+ZalI4lzHGm5AhOjNJXs2uOtioDNtX4g2cRLTQ+2qWGtE8BzLHSDSPKER0kqWcaMNXBNU8A3nbnsq40+c1eLuIYSQ6Z0KfuxOHUdO5HjXvMsiUZYZfvAvFcSaB3zTUeWW+0HWKw5Ap8J3pnBWxkDxpWOj6FnSazANnw1NNQcS/rixLyHV59oP1sE70YFyDQWk0vBkN/jrSqspoZRRGdqjiQv3NOM0GhWi6JrkxEIsyIGprfHPt0N9M6Cs9Ofn5YsNxUBwTHMwbDaDXF0zt2xjUmIzHgE9lHpzFW5tkpKSkpKk+INPoLUr/mar8ErXvEKeW15eVkcs61Wa8eyhLR8r1xmEtqW75fv7bUMQavv+9ja2pLIhVnLPPbYY3tm9P70T//0da/TBcy83VLve9/79t0PSndH6hjcG1W+/dlxX8oIAnzre75Xfn/fv/t3SN3CTPLHf/zH97x9L2apc+C5lzoGz61U/79wjsFoNNr3sgrcHjDR5WjbOuADKwMfUaaP4eIIydh5mCCHHycC4gZRjs9e6ODhXMOZhQbOr/VkeU6fv7IxxLXOCFXPFjD12LXivZMnKuLa/cRTAbphIqBvfRAAWoan1ofA04xZiAS+ESjali5glmxuGBE4GgjDSCDsWbciAPGxq1t4ZtNHkBexA4RdOYpcVi6vMYRV03H/oTrOr4/k7oKJTKb9Mzf32oCJr4WW6/NYrc5h4FTEZTuyvTvez3S0GuMfMjxjDAiZI8yM4IubPoZhIuCxO0okJ9W2LQGug4COS1uctw8equOVx5tSmO3S5gi2qUvxrJUu83xDKRb25geXBLw+tdLH8fkqRkEkcQ8E9PcdauAlSw04BvCMFI7bwPm1vsQvjJMSBHqSdDNCgqLjOdvycXljBMvUcbJdhWXo8JMYdbsqbb2yOUTCLtVyZCBIzbDcHxTZr3kOzzLx8Kk5vOJYS6CkZ5p4+bGmwOrDTXc7K1a2N+F4vdrxsZL7QKuAt+V7LKq22Y2kyNxLD9dlbGpaJqCb/RJzkDG3Yx9ZstMOWzp8p0HvXnCW8QydQSTF2ujqvpErlo5pxlr4kdBvgdx7QWvGI0y3ReXcKikpKSlRzLr90pe+JBEGzxfRoctc3FIEwSdOnJCc3kajIX+z8SLlbW97m2TuKt17qWNwb/Vfv+2/7nzBAurfqsMZu9FHvzVCavLvRuB//y//+3PRxBed1Dnw3Esdg+dWqv9feMegnOG0HynKcMBEWEiX52kb2AxyccZqCBEjE5jm5Caing/H0FCxCqjbD2I8sdoX12G77uLJ5QHOr/ewOYyR5bY4PNs1F56poxPG+PMnVrE+iCTXlAW5llouwjjHudUh1gchNE3DRjdArueou7Y4Q+mMPdzykKY6ckPDejeCX82QpzkWGowVMHYYYmlErNkmqi4HdC7Fvji4L2/52OgNEacaMuQIIohj9dXLT+JLh+9HqhsCNX/3Fd+AyDDvqMt2UgS25H2MH2AMRN22MFezYNkGvMzEZlTk/3b8WIqPETm6lib9QCBI4Nr0LAGUdLb2/EggYW8USh/TPcuCccxhkH6PM4lkIMh0LQsnFio4s1iT7S41HImnqHumZBxzu49d7SCKCus83bTMDqYplG1mzi1BIou3EZprmi6A+NR8FXGSiAuXMQqG6Utkw8n5Cjp+hKdX+hKtwBFVsU3JLyYEpsN60ydI1+SmwWREAlVGGxDaMkKDRyTr+gIx+R4zY5/ZGMDSDWyMInEZt6qs8qYhGqWoWCbOLFWlf2Zl3k7DzllRCrNcssybZb7tMEi3ow0IUVkgjcXVmOnLzOcbuWIJhpm5fLzlCcBtedauEJm50Ixa2KvQmoK3SkpKSi9OseDY//gf/wMf/vCHcfz48e3XWXCMMQadTmeH63ZlZUXeK5f55Cc/uWN9fL98r3wsX5tchnDV8zwYhiE/s5Yp1zFLjuPIz7T4d9vkhcn0c6V7L3UM7pHifbw/Nlio43Fvpc6B517qGDy3Uv3/wjkGN7OOO1/lSem2dGGtj8eW+zucoR0/B6t3sXCXZRCCGpiruduQyjB0yYllgSoWNiPr7AaJFMp6en2ERy/18MWLW1gbRvDDFCv9EEGaouNnUsCKMMqxNAFYnPI+ChL4WSoFzvoBXZQpLMtAmjFnVROAdbXv49HLHXzxagefv9QZOyMhkQemxhxRS4qe0YHKz5umAddkESgfnRHQDXN0QqA66OCvfeG9+ItPfxpvvvjF7f2OTOuuQduyX/k3F/NX/SST4mF+nAk4XazZ4jTmyWGM20C3cdfPkDASImM0QYquH+H8eh/vfXQZf/j5q/j0M5t4anOEp1cGWOuHaFQt9JmfujGQmIBDdUf6l8CcheAI6S1TE/D3kSfXcH5tJI7mNE0EErMwGuVZujDLKuG3yRzeTIqKBXEi67AN4MScgweW6rIPTMbohzHOr/jipGZsxVXGFQSxQODlDuMVgK1RjC9d7uKJlQGubPoYxYzUuL7Py2gDjj8CTubVElQSavI97lfLtcWBzRsKdC7TwduuWDjccrHYtAXaijM2xzYILdex2/YWavauIJQuWULkCxtDeeRzOU5j9/DZpSrmXFvacCOQSgjL2APesJiOP5iE1qs9H1e67NNIjlnptL3R/igpKSkpvbDFmSyEtr/3e7+HD37wg1JAbFKve93r5I/zD3zgA9uvPf7447h48SK+6qu+Sp7z8Ytf/CJWV1e3l6Grg1D2ZS972fYyk+solynXwTgGbmtyGUY38Hm5jJKSkpKSkpKS0vNLyhp2wMQp7SM/vg4ychb3lV6ACp22rGSl5+iMAiRJhseXe5KN65q6TPfeHBbT4em0DWNGIeQgB10fhRJAyyn3tq7DtjXosFCzdYyiFFujpCgYJgCP3FSTn7majXk6Qm1O77cxCEcSo7DaC9BwTSmGxmgFOi6rTiqOS7pQoySG72cwdEOm6F/bCkEGTWl5hjdc/rLAWiPPEJgO1qs7s99uVeSDxeSlvcWmkMumCTDKE2yNyMdzzHkVnGhXYEkfJwJZV3qh5NZapglT0xBEfC1AEKUCzwlI+0EKP0wk/iFKM1xcG0h/LdQdgXxcN4uKiTs5LyIPGHcwjFlYjFCdhdtCAfHH2zWEfgRmZpxoV8UluzYIMAwzaS9zbw1dk9xhgmQ/AdaHASIWk2Oubo9RFhpeNb8kAPSp1b4w2aptSmE5Xsj5UQxDd2EbdF7nEhPB4z0dLVACSubqZtr1WbMsmEaQzEJkBi3MHDd6EftBaEoneBklQAVdf8/CZNS0w3Y3lywdx3TJ8vkOt64fS6G+/WTQ7pW5y98JorsjFlnLMQpicUeXEQz7KbSmpKSkpPTCj0d497vfjT/4gz9AvV7fzqRtNpvihOXjd33Xd0kcAQuWEcb+4A/+oMBUFiajGEtAQPu3/tbfws/+7M/KOn7iJ35C1l26Yb/3e78X/+bf/Bv86I/+KL7zO79TIPFv//Zv44/+6I+228JtfPu3fzte//rX441vfCN+8Rd/EcPhEN/xHd/xHPWOkpKSkpKSkpLS7UiB2wMmOvcISaW0/QSIZJzAMIjRbtcQJYlkkeq6AcfOERGsOQae3hhhrefjWicUp2dEm6jAOgO6RudrDtMo3LjiFESOimnA85ogC3atRKbvL3dGyLIU8zUXC00XLdeCpQE1r3CA0rnJGF7D0DCMCYpjcWvGeS7Fybhexj2w6BijEMjUwrQA0NT8sINvOvdxHBpsyPOn28fxgfvegKFzfSGAW4k/4GO0T3gbjBcyJQ82gWsY0u43nl3AK460xEX7pSsdbLLYWpwjSVPkqYnFuoVRBHEs09k8ILSNU+l33dSleBWyTKIYbMNAdxjIFPvT7So2B4Fk/xq6LtEU3SjG5iCW45tlwFLDEljcqhan5ze87BCeWhsJgK/ZloD1fphKFAU3c7LpyTEmLGdbNkchHFNHu+6h5hkCnStuAYwNAzi1WJHtdf0Q51Z7yPK6QNYR4eyU43RWoTBC0knAycf7FuuIWqk4X2e9Pwlh9ypMtl+VLlm2a9IlOwlaeQw4VtnvN9rOXqCY+0P3M7Nvn14dyrnHHOP9FFpTUlJSUnrh61d+5Vfk8a1vfeuO13/jN34Df+fv/B35/Rd+4Reg6zre+c53IgxDvP3tb8e//bf/dntZRhwwZuH7vu/7BOhWq1UBsP/kn/yT7WXo5CWk/eEf/mG8613vkjiGX/u1X5N1lfq2b/s2rK2t4ad+6qcE/j788MN4z3vec13BMiUlJSUlJSUlpeeHFGU4YGL26MuO0nna2XmQOD0/oUszRsdP0RkVWaOMICAw4hT8jj8QcNTx6ZwtnK90BjoGp3EzX9RHxbUQRLE4N3UtB821l9cGAnjp1KV7ltmzrm5ii85fukvDFMMkhb3aL/JJU8AwDckX5dT4vpYjSnT4KbcLKXY2ArcP+FP09IG1C3jHE38uLtvQtPGhs6/DVxbP3HYsgmdI3QB2E+KsgLf7AbeT7tteCOhZKL8faw4EstLR2aoYMDdzJNDEDcv9XN4KoBsG5qo2XMvEanck0JZW2iCM0ao64sy9tBVgc7SGqmOj5TDSIhfA3QsSKUA259nY6AcY+JlAewJbyW61dSzVCbI3kGW5FHdzXQN5rDM1A2TojMxg7rEA9RxoeA7alQCmpqPqmeLwZQYxnamtqiWRCYwzIPjvDPs4MlfF6paPlmfiDafb1wHX3QqFtacycPfjkL3Rsjdb4GsvYFqC1rLNNypOtpfYLsZREMp7MCT2oV2xxUW8G5hWUlJSUnpxibOcbiTXdfHLv/zL8rObTp06dcMK9YTDjzzyyJ7LMLaBP0pKSkpKSkpKSs9/KdpwwFSxDQyjCLCfDSDOxlmsdN1yCvjmIJIcU14n6EmKimvIQiyIxan7Ai41wLEsVKxinZ5jY63vozOICpiVQvJSDT2WjFDmzwacgp+ygBYwslJkKXCtG0h2baYx3xYCgpkbmuUatIwFLQwBW8MoQRAXbS2BKds4rZX6vBQgu9A8gg/c98bbdtmWg5jt5nbJzwg2Z2x6T5XJpJ0YCHsh/uypDVzcDCSjteszAiGWAmEVh65jTQrCZRozhkOB6BuE3gTaOhBqmURP0GkcRRk0Q5OIBEtjTEUBR+OExctyyQEO4iKzlh7owjGc40irjpx5CgAeu9bFfK0OWxtJpELDs9CAKUW06Dbl8T0+X8GJOQ9xEuNyJxCoTgcti8IdaXsYBgnqrimxC8xRzrUMrmGhXrUE/vJnlu5FFMCtFvjaDZjeqTZPtotAnn15dK6uXLVKSkpKSkpKSi8y5Sze3Do7zlpTZWKUlJSUlO6dFIE4YOoGMR65sIU3P/AsAOXfB46lS67q1c0QwzFlLHHUAl23to5+QIBaQMuGUxSB8hwdDqfUEzyZdFtyCjmQSMYqo3Jzce5mJqEsZOo9Yw2ClFP8i43TeEuYyPcEiqaxgNJGRUd/ECOIc5niPwuWMsv2ZGcZF+aOyvOeW8O7H34HOm79jhUf43b55xPXpiU3D22n5afAWidGEPXQHQWS35vkGnS6i4MIlqHDMjQpYMZc2q1hKP3BvmE7RgkdyZnk2LIfGbGwSapNqChgOxZQLFi2m4hbmH0dRgmani1Zql+62kXV0vHG08DGKEY36gkMdh0Dxwloc6Bpm/JHZN21YOvFaKDrlrEJNh3RronDzUrhTK3sdKae3fIlmuHsQg2nFuu79sW9iAKYdvXejkP2TrZ5sl0YjfOBFbRVUlJSUlJSUnrRKXMcvPcv/rOiurGSkpKSktI9lKIQB0zPrPax2mVC67Mi5PPjTKISCOwmXyesHEQxEp8RB4RWBSxsSu6nhopjSbZpbxjBT2IkdHZyHWNXLt21pgmJTOBWzWwMFAkWsyJ6gNshkCSY5N8qXJZKhiyZNXYEz9iXuVFXsmyP9Nfx317xDbjUOiyvd7zGHe+3EnLPasetKOT+jzL0R4H0B7NhMe6P3CniDDI7g5/mAsGln/gz7hudEFcv+m3y77udR/ZZUMy+5RFsIsdi3ZFIBnO8N4frLrpBiqOtihx/zzIxZ+vgfyxORqB7rTdAfdWA7RiyHHNw6a5l4bBpZyrdta891cbWIJRs293ctqXudhTA3XD13ok2q8JjSkpKSkpKSkpKSkpKSkpKz6UUuD1g2hrFGM4IZ2UxsHw8K4fO2MkDSAct6aLEBeSAa2qIkwwJYWBWTOUXuMpaZaYGIy5gIqfyM1aBfJDuTl3PBCDafJ1u0aQAosZ4O9PN2s3ZSpfta688hq+6+AWYWYrIsODGRKHPH5kTkJUuWZpAuf8tD2g6LsIkloJvDPxlDq5h55IbzPgJ09AlVoHZtATj7N8Sfu/WZ+zzumNJpAKjEBjJUDG4xS2cmK+gHedYrHliUk6zFEmWYbkbYWMQ4qnVIdpVG2Gc43CjgoeONuCHKQ433ZkOUUYA0NVbH7t7+bxc7mazZu+E7oar907shyo8pqSkpKSkpKSkpKSkpKSk9FxKkYgDppPt6szXCfxK56cxBoEUAezAz1GvmND0FKOAsDBHQNCaptgYJJKFW2FmrlG4ZUvnLjNsSw9hYgLtqiPT/glz/eRZR282hpj7KfZFl+3bzn0CR/tr8vyZuaP4wP1vRN+ZvV93WixQdidmMGlj0JpNrI/rdnWGRmQ43KrgNSdaeGK1X7hl81wAH4uPMfMXjoaGrUMzdAyDCJ0wEaDdDwqH7aSqJnD/Uk2O/cuONXC44UqBMYcz9J++gq+9fwHdkM7PSAqg9cJUCo2tD0OEUSawP0ozcVYPoxRLdUdybemmnQUxd4smuNWs2TsBTO9EwbLJz93ufuzVLiUlJSUlJSUlpReXjDDE//a//j9yQfbHb/05pMb1xXqVlJSUlJTuhhSROGA6sVBFZUbevbhebQic0/IU/Qk6GZIuBgksU4NNQJvTIZpLhm3Eqf0EkGP76LTjU2BsBnT9DFkSSoExLrodl3ATEQSvvHYOX3f+M9su2z8981o8eui+O5Zlux/dLrQtHcws1ubZBsI4QycsioaxLlmaEZDaOLNQx6mFOoZxikGQIs0z9PwIwyiGaWg4MufhSMOFoWtgoMSF9YEUjlu3AlzpJNsQvGkDrzrRwtc9uISlhofjcxUYhibQcb03kmWqro3jCx46Q7pr+0iTDHPzVVze9NHxQ3iWJlEaW8NI3L9XOiPoRg5D0zB0TFzaHMLUdSlkRoi5WwTA7WbN3klgejvrutOZuUpKSkpKSkpKSi9y5Tlqo/Xt35WUlJSUlO6VFM04YFrujGDMALeDAKg4dIJq4pSdlIDZDOgHufxeGWfWShzC+GcvoFm+t3Wb1DM0LYG2F1pH8P4H3nTPXLaTGicT3DysHUNtMsx2xcJSw4FtaLjWD5DmcRE7QSCe53AtHYaWw7U1yYpd7gS41h1JbAGhbcWyxLIbpAms3AKPSt01paBZkjtY7iRyTCwdONzy8JYHFvGmMwsCeAkZNwcx5msWUuZejLOG+bpu6GhVXVzphYjDBAt1V5g4AS0LqBHw8oXHrnXR9SN8ZbmPQzUHrmWiwQJbAaRIWbvmzIwAuN1M1zsJTHdb10ovwMCPUfOsXbN5VTatkpKSkpKSkpKSkpKSkpLSC0EK3B4wXdgYYDAjCJUuWC0ERmGy7YItRVAZZRPxCcypNYtc3DCaXRDrTohT/5vBYLvY2BMLpxCYDi6yCNk9dNmWqhh0JLOPgCDfPUZBMmvpoAXQqGgCbJM4h5lDMmqbVQtzFUcczCz8VTEN9MIYnUEKPwOWeyFy9FH3TDxwqAnb1LDZj6DnmnxG13KYyDFf8QTgXtz0UeMByQBTi1F1id/p7NWwWHdR9xzYpoFRnAr4HcUJrADi1qUIH/kBgsz7lmryGuMXHjxUxyDO4AcxLm36aHqWZN9e2grQ8mxc7fqoWwYWmx56oxhmTduGmLMiAPaT6bpbfAFfH0YJfOZwjBi1wec67PDWsmFnwVdC2y9d6SJNMyneRs2CtyqbVklJSUlJSUlJSUlJSUlJ6YUgRTQOmC5v+deBWczIW51WCW21cXQCHbiEkHcL2rb8Ht527uOY8/v4v1/zl+HbrsDai3NH8FxplBY/u6nsu7JPmANsJUUMQjqGttk4oqA3iHB8sQpN16HnOUzNQNVl/ESGXpAgyQYYPRbjcxc78CwdQZpLQTg/SlBzTbiOi3rFwrWOjyhJkFhW4da1DZydr8kxNk0NX3P/Ak7N05mcY3MYCZTU6cRtsLCYgU8/BSkyZpoWgsQXkFl1TFRdA55pwo9TcQi/9nQu+cTnN4a4uDnCudU+TNNAo+rANQ2kdibFz24EYPfKdN0tvmDydeQacv6Sa/CjTNp8K5EJs+DrSseX/jk6V8HVrZE4b3dz3apsWiUlJSUlJSUlJSUlJSUlpee7FNk4YCJ8m6Vsl+Jgpa91OpOWkJJxCXdceY7XXH0cX33h87CyRLJsF4dbuGg/d8D2dtSPAE8Hap6OPMvA3vdjoJ8mGF3rwrVNNFxLcoXprM3Z42kurl4/DKVA2ELdQcN1YFs66q6LBw435DOeyUgFHZauoRsk4KdbFQetqg0tAxabDh481BSXLjVftSWjljBWnLhO4Sqt2iYs61mQyeJnzLRljADdrQS5jD8YNFxx2hLoOgag6wYeOFQ4dHWNObipxCiwCF2a5xgKgM5wol2VddzIobpbfMHk62yPoQGedfuRCdPwlfEIdNoS2vKRz5WUlJSUlJSUlJSUlJSUlJReqFLg9oBpa3BzHlkiv3sVj9/0+/imcx/Hsd6qPL/UPIz3PfAm9NwCDh5klTEJs5RmQJJmkEjZHHBtXZy1LNTGaIowyWDpukQbuCbfixGlz7qg+0GMumuj7blyPOIkQcPzxHG6MQzEoUuASyg7X7dxrFnBqYUKTs7XEDK7VtcRJLm4WDVNkyJiRaRBPhNk8r2g68/McCU8Pj7vCbzle3M1R8ApM3CDJJXIhN4okcJrfL45iHCtE6BZNdFw7O0CZrPg7W7ZsdOv11wLvSCW59ORCbs5ffej0l17o4zb50q3s29KSkpKSkpKSkpKSkpKSkpK01J04YBJ128Ow85y4d4Nvfrq4/jaZz637bL9yOmH8YXDDzwnWba3or3qrjFK1jEN5GmOIGfcQQbTYMYsgS4wijLMVQyBhZaWI0pThAwSZjZuCoG8OnK0azbaVRuGrktcwErPh6nrcC0DWZrjSMvBqXYN9y1V8fJjc+LEXR9E285Uz9bFXVuCvziOd4WC0zEC03EFjG8gtJX32M4sK3JuTR1xnGKrG2BtEELLNAHPR+Y83LdkbBcwm+WQ3S07dvp1KkpSgd6TkQmNMdCdjlq4GRHW3glge6ch62T/E1a3KzbmqkX/KykpKSkpKSkpPc+laejWjxW+iufJ9Y+SkpKS0gtDiiocME2wugOlxWFHoO3zyWW7X3l24VxONKDqWvDDGBr/KDOKgmcRi52FMeqOgUrFwUKuAVqE7iiBrUGyYwlye0EEx9LR92Nc7eQYBBksq3DatpomXnt6AWcWKjjergp8JOybdKruBvpY9GttmFyfLTuOLygfJ+MKGH0wCVYZh8D83a1RgoplIs1iBGEm7Y2yHJahX1fA7GayY8vXJwFmP0wEYpdgmk7ZPL/9CIXbEdu3NQixOYqR5TmyLNs+Hrejsv9ZXG5tI0IksDrbFU4rd66SkpKSkpKS0vNHqePgj7/x5/Z2gygpKSkpKd0FKWJwwGQY9yr44AbKczhpjNC05emfnXkNrtXn8eih+15Qd5lrdjHVP0eGLMuRZjoqtoUoSyTLlqAxG8cCpCmQJCnSLIcBTU4ew2AmboowyzG8nOBJc4CKY6DpWai4NrQ8xwOH6vi6ly7h/sX6NhS9tDEUWmxoGnItl3iB3bNls+uyZQlrJwuFSQ7vjBiDUgST/JxrBpivO7A2WYgth2eZMIxAPj9fswVi3g5InATIoyhBmmUzIxRmtfFuq4TKHcZD9AIpIpckmRgnJkH3raiMi9joh8i0TPo4SfOZcHq3Im9KSkpKSkpKSkpKSkpKSkpKk1K04IBpdADu4jaCgWTZJrqB33/ZWwXUEuA+evh+PJ9UZtBO5txqY4etyRiEHLAME66hwzQMpFkisJFZtnmWC9BLEroogcW6g2GQilOTztVRlCLJgJA/cQbTytDLCYJ11CtVycU9VbVxol3B607P4TWn5reh3VNrfax1I2z6ocQznJivItN2h4fMrdWiZwEoIeF0oTDGLsyKMZgUoxOCNBOgyAJpjmVIxi5B88l2BcduE9pO590yL5dAmG0r27SfImh3S2WfEape3hpJnvSxtidxFrfr/i3jIjiWuG/s493g9G5F3pSUlJSUlJSUlJSUlJSUlJQmpWjBAVNCUvhcKc/xquVzkmVrpzFi3UTb72Gz0sTzUQS16QTErbuMI7DR8hzEeT7OW2X2rCeFwAw9wuYwgh9nYiqmwzYi+c2AZzZGhTtVyzGMU4G+pMB05IZcJC7YW5oX0JLrPLtYw0uONLBQK2IRCPcI6TiNXtNzDMMEwyBBq2bBC4xds2WrtgnTtHZm2nLzUw7b3WIMSu3MovVk+4+vdOEYhgDdOzGdf7cc3Mn3nytIWUJlQtXDLQ9xRgeyMVEM7vbEfePPXG3vftutyJuSkpKSkpKSktLBlBGG+Ob3/z3JuP1ff+GfITWc57pJSkpKSkovEilwe8DEvNHnymX7tnOfwInusjy/0ljCex94M7peHc9Xle5aQttWxYLrWHjZ0YZku8ZpggeWaljthRIRcKUboOvHAjDJMOnIpZs2G58kYQRUrQx6rqNmG+gFKQwLMEmGNcAy6Zi14RoajjZtvOH0PF57ak6ctOvDCKv9QGII6Di1bR29rRhxwqJnNsKIMQ3ZTQG8GwHSvT5XglNmvUYRUHF0cQC3vXB7Pbcznf+5hLP77bOjc962+/VOu39vDqCrjFslJSUlJSUlpQOvPEezf2X7dyUlJSUlpXslRQwOmPzgHjtu8xyvXH4Sf+GZR7Zdth89/TA+d+Qlz9ssW208sMlUzQyoeCZOtj0EqQ7P0PGV9T4uM2OWYNfRcHyuhs4gwChMYZkMns3BiFtiVEujI5JZtICu63BJaDXAtHRYJJrIUbctKUJG+OpaFk4u1uHYJhJCeE1DkKToj2KJVzi9UMXhhocsJajV4JkWGhVzz2zZcyt9bIwS1F3ruviBdm3/d/uvc9BqkDxWDYY8Ssc9R9P571Wxruug6nMETQ8q3FZSUlJSUlJSUlJSUlJSUjo4UuTggInOzHspI8/w2quPCbS90ljE+x54MzpeA89n5eOiYbTL0sSqQcPlbijFuJa3BrjUexaOD0Y5RlEfjqlBL1gmDB1YaJqIUw1RkkIzNLQ9G0dbHpZaLjr9CKapCUjlVPsjcy5WuhFWeyMpxvXgoTosw8AwjOWG/NYoEQbe82NZno5bXTdwtFUV2Etoy+Jh0xpGRTsfX+5hbRgL8K05FpoVE3UWPrsJJ+wsB+1c1cGheuH85COfPxfT+e9Vsa79wuF7BZGVlJSUlJSUlJSUlJSUlJSU9pKiEgdMqwHg3O3Iy3J6j6Yh1Q2JRDjc38Dnjr4EubhIn79i643xo64XmbODKEaSaPBsG1cnoG2pYQLYei6xBXTHsjjZqfk6DF2DZWiouRZOL9TAcmWbgxiaEYubluD24VNt6HmOC+s++lGOjUGIPz+3hlccb0nBLz9OMYpjZGmOQZThaCvFaJigYpk4uVAt3KxJis1BeB0ojOIid9Y0mUEb4eLmCK2KCdduYM7QsNEP4Zr6jniD3YAjX2eermcZGAWp5OnSrXvfUm3mZ/Y7nf9OQM574e6dBYfLbU+2/V5BZCUlJSUlJSUlJSUlJSUlJaUbSRGJF5nq4RDfeO4TuNA6gs8ef0heu9ZYlJ/ns8QpOy5ARu6XZZCsWhLcJGbmQY7ID7eLlU2Li7JQmUNHrKlLLm3dNfDgfAOvONbCq47P4fzGAB989Bo6fiKRC4xO4DZX+j42+oG4dgl/0yxH07VwdqmGx651UbMtAaaD9QGudUM4tgGmKFxcHyIlDh4CplZEHxCkSvGxMMEoLCAzYxzYwFMLFVRsC2mW4sm1vuTt2na07ZTdCzjGWY6NYYQ0zWAY+rgg284p+9MQ9kbT+e8U5CzdvVc7vjiQCXBnted2NA2Hme/LPOPptnO5QUCwbmA4Btwq0kBJSUlJSUlJSUlJSUlJSem5kCISLxblOV6+8hS+7vxnJRbh0GATXzp8PyKzgGQHZTDSC7wbXN0PvA2iwlBsMiKBP3oRl5ClgJ8WTtzCx/qs6hZwsl2FbhTwNiMQNTQBolwnAepKP5AYhLrjYK6SIkoyXOv4cExdcnG5Tjpg52sOzizWsNh0BUT2Q6JZoBvGAnXPLFYRxhn6YYSen2EYE87qWKw52Or7aFeL40Eg2htF8jszbVOdBcxy2GYBW10TmK87SNK8cKgKeN7dtcpM3HbVFiA5ilN5vheEnczR3Q2a3imnLNfP7XVHEUxdRy8gaYc83inn63T0A/OGGV2xow8dUwD35jDC2hhwMx5jGiBPPi/74aDFKtzNuAcVJaGkpKSkpKSkpKSkpKSkdG+krrpfBKqFI3zjk5/A6a2r8vxqnVm2bzpQ0JZiRIS4ZccAt5Q9fkxmQNdSLCJGhhTFBai1TQ2alovrVjM1mDrgIodtGOj5BK8F6K15XN7EXNVGs2Kj68cIBaZqSIWH6ljktPqMrlgDh+ZcbPkRWBPMNnSJVThc9+CdNXFlc4hDTRevOtXG2YUaBn4MreWh4Vm4tDmEoWmSUTsIfQRxjsWajdVBiDxPsVBzxEHLHS+BKF261LF2BeGmL6CRebumYaDC4mdpviN/dq9MWoFsrinr5eP0+5MQlsCZELVxgxzdO5mDS0jM7ZUQmH1HAH+n4hMmox8IZ5d7Prp+gq0gknzfsu1sx3zVlr5nzAVjLCYBMgFz+dxPEiDXZNmDFKtwN+MeVJREIQWvlZSUlJSUXmTSNAwqC8VFyvO0gLOSkpKS0vNT6orzhe6yXX0abzn/WThJhEQ38OcnX41Hjj144LJsORAJSmkEtTUgGRNa/lkk5lC6aAkYd1uBAE/haAJp+ZFjrSqaLrFvDtPUMYxS6ZOslSNOUqwOIuiaDj3P0KpaePBwE8tdH1XLwFKTzlobVddC3bEQZxkaVQv3G3XoWg7XNOFYBiquidUenbIOXna8ieOtosgXYU7VMZF1fQGsR+cq2y7WPM8QxUzMJVC04Fi6vL7YtDFHIjyGsASH1NBPYGkG5tuOZOMyVqFdsWT9k+Bor0zaaXApkQBlVMIUhGVcAZ2vN4Km+83B3Y+mIXBtDEh3g8K3As7K6AfmCXumibNLlrik2ZeT/VAdA24+8iBNuop3AOX1YjQebrp3LZv3oGUG34s84oMuBa+VlJSUlJRefEodB3/49l8CiolhSkpKSkpK90zqavMFrGYwwNc/+UkYeYZr9QUpQrZVaeIgiliOEITQldGuxMra+IfMjiBXn7Lb0i9MLst4hMIjWwBczrS36K41NRyZ88QRWbF0AZatioVW1cbj17r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      "text/plain": [
       "<Figure size 1400x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Extract image means\n",
    "image_means = training_data_ds['v_images'].mean(dim=('x', 'y')).values\n",
    "scalars = training_data_ds['v'].values\n",
    "\n",
    "# Compute difference\n",
    "diff = scalars - image_means\n",
    "\n",
    "# Correlation\n",
    "correlation = np.corrcoef(scalars, image_means)[0, 1]\n",
    "\n",
    "# Plot comparison\n",
    "plt.figure(figsize=(14, 5))\n",
    "\n",
    "# Scatter plot\n",
    "plt.subplot(1, 2, 1)\n",
    "plt.scatter(np.array(scalars), np.array(image_means), s=5, alpha=0.1)\n",
    "plt.plot([min(scalars),max(scalars)],[min(scalars),max(scalars)], color='r', ls='--',alpha=0.5)\n",
    "plt.xlabel(\"Scalar\")\n",
    "plt.ylabel(\"Image (mean of patch)\")\n",
    "plt.title(f\"Scalar vs Image Mean (r = {correlation:.3f})\")\n",
    "plt.grid(True)\n",
    "\n",
    "# Histogram of differences\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.hist(np.array(diff)/max(scalars), bins=50, color='purple', alpha=0.7)\n",
    "plt.axvline(np.mean(diff)/max(scalars), color='red', linestyle='--', label=f\"Mean diff = {np.mean(diff):.2f}\")\n",
    "plt.xlabel(\"Scalar - Image mean %\")\n",
    "plt.ylabel(\"Frequency\")\n",
    "plt.title(\"Difference Histogram\")\n",
    "plt.legend()\n",
    "plt.grid(True)\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "c0812faa",
   "metadata": {},
   "outputs": [],
   "source": [
    "training_data_ds.to_netcdf(Path.cwd().parent / 'finalprojectdata' / 'conv_train_allimages.nc')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "bdb4d03a",
   "metadata": {},
   "outputs": [],
   "source": [
    "test_import = xr.open_dataset(Path.cwd().parent / 'finalprojectdata' / 'conv_train_2.nc') "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "6bf789a6",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "\n",
       ".xr-attrs dt,\n",
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       "\n",
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       "\n",
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 2GB\n",
       "Dimensions:      (x: 27, y: 27, sample: 148505)\n",
       "Coordinates:\n",
       "  * x            (x) int64 216B 0 1 2 3 4 5 6 7 8 ... 18 19 20 21 22 23 24 25 26\n",
       "  * y            (y) int64 216B 0 1 2 3 4 5 6 7 8 ... 18 19 20 21 22 23 24 25 26\n",
       "  * sample       (sample) int64 1MB 0 1 2 3 4 ... 148501 148502 148503 148504\n",
       "Data variables: (12/16)\n",
       "    z_images     (sample, x, y) float32 433MB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
       "    v_images     (sample, x, y) float32 433MB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
       "    smb_images   (sample, x, y) float32 433MB nan nan nan nan ... nan nan nan\n",
       "    temp_images  (sample, x, y) float64 866MB 262.8 262.8 262.7 ... 260.7 260.7\n",
       "    labels       (sample) float64 1MB 281.2 214.0 273.9 ... 239.0 373.9 235.9\n",
       "    EAST         (sample) float64 1MB -1.091e+04 2.12e+03 ... 1.078e+06\n",
       "    ...           ...\n",
       "    smb          (sample) float64 1MB 428.9 434.6 434.9 ... 376.1 465.3 459.6\n",
       "    z            (sample) float64 1MB 25.95 22.24 26.59 ... 13.47 29.86 25.5\n",
       "    s            (sample) float64 1MB 0.0007497 0.001448 ... 0.01696 0.005734\n",
       "    temp         (sample) float64 1MB 260.8 260.7 259.4 ... 257.2 259.6 260.0\n",
       "    ith_bm       (sample) float64 1MB 240.9 206.2 247.0 ... 129.4 282.5 241.8\n",
       "    gridCellId   (sample) float64 1MB 260.0 260.0 260.0 260.0 ... 11.0 11.0 11.0\n",
       "Attributes:\n",
       "    description:  CNN data with averaged scalar features and one image per pi...</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-2a823332-18af-465f-93f8-a18ec60ca59d' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-2a823332-18af-465f-93f8-a18ec60ca59d' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>x</span>: 27</li><li><span class='xr-has-index'>y</span>: 27</li><li><span class='xr-has-index'>sample</span>: 148505</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-4be1634b-438a-416c-ae43-1c9fe70324b7' class='xr-section-summary-in' type='checkbox'  checked><label for='section-4be1634b-438a-416c-ae43-1c9fe70324b7' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>x</span></div><div class='xr-var-dims'>(x)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 21 22 23 24 25 26</div><input id='attrs-31feb8ee-9a8c-4d44-bc6a-c148bf40ef9d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-31feb8ee-9a8c-4d44-bc6a-c148bf40ef9d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9044722a-c18a-4737-8844-acb469a07eec' class='xr-var-data-in' type='checkbox'><label for='data-9044722a-c18a-4737-8844-acb469a07eec' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
       "       18, 19, 20, 21, 22, 23, 24, 25, 26])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>y</span></div><div class='xr-var-dims'>(y)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 21 22 23 24 25 26</div><input id='attrs-9e32e690-badf-4692-86ac-9d68c0315d28' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9e32e690-badf-4692-86ac-9d68c0315d28' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-83a4493e-e7b4-4876-a4ba-2726b7c11509' class='xr-var-data-in' type='checkbox'><label for='data-83a4493e-e7b4-4876-a4ba-2726b7c11509' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
       "       18, 19, 20, 21, 22, 23, 24, 25, 26])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>sample</span></div><div class='xr-var-dims'>(sample)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 ... 148502 148503 148504</div><input id='attrs-b2219a17-9c37-49b3-ab48-9c7b7fc6f4cd' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b2219a17-9c37-49b3-ab48-9c7b7fc6f4cd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-259f0745-64b0-4112-92fd-69a069fa7c6d' class='xr-var-data-in' type='checkbox'><label for='data-259f0745-64b0-4112-92fd-69a069fa7c6d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([     0,      1,      2, ..., 148502, 148503, 148504])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-8a7b5785-16e5-4ad3-8c18-b27c8c2168d3' class='xr-section-summary-in' type='checkbox'  ><label for='section-8a7b5785-16e5-4ad3-8c18-b27c8c2168d3' class='xr-section-summary' >Data variables: <span>(16)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>z_images</span></div><div class='xr-var-dims'>(sample, x, y)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-68cab557-b267-4d0f-a61a-520ac7669cfe' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-68cab557-b267-4d0f-a61a-520ac7669cfe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-97fb255a-23b4-4aa5-9a1b-c3e5187cd0b2' class='xr-var-data-in' type='checkbox'><label for='data-97fb255a-23b4-4aa5-9a1b-c3e5187cd0b2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[0.0000000e+00, 0.0000000e+00, 0.0000000e+00, ...,\n",
       "         0.0000000e+00, 0.0000000e+00, 0.0000000e+00],\n",
       "        [0.0000000e+00, 0.0000000e+00, 0.0000000e+00, ...,\n",
       "         0.0000000e+00, 0.0000000e+00, 0.0000000e+00],\n",
       "        [0.0000000e+00, 0.0000000e+00, 0.0000000e+00, ...,\n",
       "         0.0000000e+00, 0.0000000e+00, 0.0000000e+00],\n",
       "        ...,\n",
       "        [1.7082745e+01, 1.7705540e+01, 1.7536556e+01, ...,\n",
       "         8.0005679e-04, 0.0000000e+00, 0.0000000e+00],\n",
       "        [1.8374014e+01, 2.3346291e+01, 2.1388363e+01, ...,\n",
       "         0.0000000e+00, 8.0602950e-01, 5.2883997e+00],\n",
       "        [2.4387648e+01, 2.4661743e+01, 2.3212154e+01, ...,\n",
       "         1.8431128e+00, 9.8002462e+00, 2.0601597e+01]],\n",
       "\n",
       "       [[0.0000000e+00, 0.0000000e+00, 0.0000000e+00, ...,\n",
       "         0.0000000e+00, 0.0000000e+00, 0.0000000e+00],\n",
       "        [0.0000000e+00, 0.0000000e+00, 0.0000000e+00, ...,\n",
       "         0.0000000e+00, 0.0000000e+00, 0.0000000e+00],\n",
       "        [0.0000000e+00, 0.0000000e+00, 0.0000000e+00, ...,\n",
       "         0.0000000e+00, 0.0000000e+00, 0.0000000e+00],\n",
       "...\n",
       "        [0.0000000e+00, 0.0000000e+00, 0.0000000e+00, ...,\n",
       "         0.0000000e+00, 0.0000000e+00, 0.0000000e+00],\n",
       "        [0.0000000e+00, 0.0000000e+00, 0.0000000e+00, ...,\n",
       "         0.0000000e+00, 0.0000000e+00, 0.0000000e+00],\n",
       "        [0.0000000e+00, 0.0000000e+00, 0.0000000e+00, ...,\n",
       "         0.0000000e+00, 0.0000000e+00, 0.0000000e+00]],\n",
       "\n",
       "       [[4.0468723e+01, 3.6838036e+01, 3.5055271e+01, ...,\n",
       "         3.0266846e+01, 3.1639317e+01, 2.8394480e+01],\n",
       "        [3.5715626e+01, 3.6469788e+01, 3.6568867e+01, ...,\n",
       "         2.7259031e+01, 3.0618822e+01, 2.8830671e+01],\n",
       "        [4.3182484e+01, 3.5919415e+01, 3.5038136e+01, ...,\n",
       "         2.7449829e+01, 3.1176653e+01, 2.0521715e+01],\n",
       "        ...,\n",
       "        [0.0000000e+00, 0.0000000e+00, 0.0000000e+00, ...,\n",
       "         0.0000000e+00, 0.0000000e+00, 0.0000000e+00],\n",
       "        [0.0000000e+00, 0.0000000e+00, 0.0000000e+00, ...,\n",
       "         0.0000000e+00, 0.0000000e+00, 0.0000000e+00],\n",
       "        [0.0000000e+00, 0.0000000e+00, 0.0000000e+00, ...,\n",
       "         0.0000000e+00, 0.0000000e+00, 0.0000000e+00]]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>v_images</span></div><div class='xr-var-dims'>(sample, x, y)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-f589906c-7e89-42aa-9b69-f50732fc5d53' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f589906c-7e89-42aa-9b69-f50732fc5d53' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7f386704-9ef3-4f8c-9a4d-b3a6c399eb87' class='xr-var-data-in' type='checkbox'><label for='data-7f386704-9ef3-4f8c-9a4d-b3a6c399eb87' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[  0.      ,   0.      ,   0.      , ...,   0.      ,\n",
       "           0.      ,   0.      ],\n",
       "        [  0.      ,   0.      ,   0.      , ...,   0.      ,\n",
       "           0.      ,   0.      ],\n",
       "        [  0.      ,   0.      ,   0.      , ...,   0.      ,\n",
       "           0.      ,   0.      ],\n",
       "        ...,\n",
       "        [711.9202  , 709.30005 , 710.2961  , ...,   0.      ,\n",
       "           0.      ,   0.      ],\n",
       "        [707.53784 , 705.143   , 706.2532  , ...,   0.      ,\n",
       "           0.      ,   0.      ],\n",
       "        [703.4031  , 700.8299  , 701.00946 , ...,   0.      ,\n",
       "         501.75317 , 552.7642  ]],\n",
       "\n",
       "       [[  0.      ,   0.      ,   0.      , ...,   0.      ,\n",
       "           0.      ,   0.      ],\n",
       "        [  0.      ,   0.      ,   0.      , ...,   0.      ,\n",
       "           0.      ,   0.      ],\n",
       "        [  0.      ,   0.      ,   0.      , ...,   0.      ,\n",
       "           0.      ,   0.      ],\n",
       "...\n",
       "        [  0.      ,   0.      ,   0.      , ...,   0.      ,\n",
       "           0.      ,   0.      ],\n",
       "        [  0.      ,   0.      ,   0.      , ...,   0.      ,\n",
       "           0.      ,   0.      ],\n",
       "        [  0.      ,   0.      ,   0.      , ...,   0.      ,\n",
       "           0.      ,   0.      ]],\n",
       "\n",
       "       [[102.35082 ,  99.48862 , 141.2029  , ..., 794.79626 ,\n",
       "         803.1036  , 807.56976 ],\n",
       "        [126.39434 , 127.91764 , 147.22377 , ..., 798.14557 ,\n",
       "         805.9463  , 816.6959  ],\n",
       "        [146.98853 , 146.81374 , 157.671   , ..., 795.9662  ,\n",
       "         809.0107  , 818.1636  ],\n",
       "        ...,\n",
       "        [  0.      ,   0.      ,   0.      , ...,   0.      ,\n",
       "           0.      ,   0.      ],\n",
       "        [  0.      ,   0.      ,   0.      , ...,   0.      ,\n",
       "           0.      ,   0.      ],\n",
       "        [  0.      ,   0.      ,   0.      , ...,   0.      ,\n",
       "           0.      ,   0.      ]]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>smb_images</span></div><div class='xr-var-dims'>(sample, x, y)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-d32a580e-c478-4166-9106-5bc637edb5bf' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d32a580e-c478-4166-9106-5bc637edb5bf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-528011e5-cbb7-4ae3-a035-0e1afcb77df7' class='xr-var-data-in' type='checkbox'><label for='data-528011e5-cbb7-4ae3-a035-0e1afcb77df7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[      nan,       nan,       nan, ...,       nan,       nan,\n",
       "               nan],\n",
       "        [      nan,       nan,       nan, ...,       nan,       nan,\n",
       "               nan],\n",
       "        [      nan,       nan,       nan, ...,       nan,       nan,\n",
       "               nan],\n",
       "        ...,\n",
       "        [367.2912 , 373.71365, 378.51422, ..., 432.50476, 432.7109 ,\n",
       "         437.77533],\n",
       "        [367.2939 , 374.876  , 378.83206, ..., 426.24203, 426.90213,\n",
       "         430.26694],\n",
       "        [369.83798, 375.0514 , 377.66675, ..., 420.37274, 423.25293,\n",
       "         426.12405]],\n",
       "\n",
       "       [[      nan,       nan,       nan, ...,       nan,       nan,\n",
       "               nan],\n",
       "        [      nan,       nan,       nan, ...,       nan,       nan,\n",
       "               nan],\n",
       "        [      nan,       nan,       nan, ...,       nan,       nan,\n",
       "               nan],\n",
       "...\n",
       "        [452.8358 , 446.50705, 438.98804, ...,       nan,       nan,\n",
       "               nan],\n",
       "        [452.78   , 446.46274, 438.93445, ...,       nan,       nan,\n",
       "               nan],\n",
       "        [      nan,       nan,       nan, ...,       nan,       nan,\n",
       "               nan]],\n",
       "\n",
       "       [[333.13358, 352.89426, 372.032  , ..., 601.9798 , 606.85254,\n",
       "         611.4539 ],\n",
       "        [325.66968, 344.48892, 363.15698, ..., 599.9885 , 604.8607 ,\n",
       "         609.4582 ],\n",
       "        [327.39072, 343.3884 , 359.97427, ..., 598.2151 , 603.0016 ,\n",
       "         607.35516],\n",
       "        ...,\n",
       "        [      nan,       nan,       nan, ...,       nan,       nan,\n",
       "               nan],\n",
       "        [      nan,       nan,       nan, ...,       nan,       nan,\n",
       "               nan],\n",
       "        [      nan,       nan,       nan, ...,       nan,       nan,\n",
       "               nan]]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>temp_images</span></div><div class='xr-var-dims'>(sample, x, y)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>262.8 262.8 262.7 ... 260.7 260.7</div><input id='attrs-1f7ab923-2fde-44e2-b0bd-1f2d514fda1a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1f7ab923-2fde-44e2-b0bd-1f2d514fda1a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bedc545d-2c0d-45f0-ba74-f812945650a9' class='xr-var-data-in' type='checkbox'><label for='data-bedc545d-2c0d-45f0-ba74-f812945650a9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[262.78265722, 262.75042753, 262.71456836, ..., 262.40669152,\n",
       "         262.42937522, 262.45190995],\n",
       "        [262.74693509, 262.70985341, 262.66883915, ..., 262.35904372,\n",
       "         262.38634473, 262.41302505],\n",
       "        [262.67453265, 262.63223238, 262.58602818, ..., 262.29908009,\n",
       "         262.33099831, 262.36144258],\n",
       "        ...,\n",
       "        [259.52561481, 259.4061473 , 259.27419429, ..., 259.71121091,\n",
       "         259.65322231, 259.67096003],\n",
       "        [259.3633298 , 259.24675628, 259.11789858, ..., 259.48986604,\n",
       "         259.37984938, 259.38385847],\n",
       "        [259.20113564, 259.08730548, 258.96164712, ..., 259.25932299,\n",
       "         259.11328635, 259.10714251]],\n",
       "\n",
       "       [[262.54571026, 262.50585499, 262.47317404, ..., 262.48661758,\n",
       "         262.49811972, 262.50115317],\n",
       "        [262.45274626, 262.41105522, 262.37698114, ..., 262.44108401,\n",
       "         262.45343167, 262.45684642],\n",
       "        [262.35982184, 262.31629051, 262.2807523 , ..., 262.39557535,\n",
       "         262.40876111, 262.41254273],\n",
       "...\n",
       "        [258.79714558, 258.89609344, 259.02207177, ..., 260.63389731,\n",
       "         260.62818032, 260.62326715],\n",
       "        [258.96653289, 259.05452842, 259.1648991 , ..., 260.65715595,\n",
       "         260.65017766, 260.64423013],\n",
       "        [259.13563523, 259.21752496, 259.31424585, ..., 260.67843231,\n",
       "         260.66927468, 260.66267945]],\n",
       "\n",
       "       [[256.28619791, 256.44072339, 256.58792577, ..., 258.67485239,\n",
       "         258.75207758, 258.82206993],\n",
       "        [256.4154199 , 256.60184685, 256.76832921, ..., 258.89923666,\n",
       "         258.97844192, 259.04438661],\n",
       "        [256.55735557, 256.76174418, 256.94204838, ..., 259.11433064,\n",
       "         259.18214973, 259.22873559],\n",
       "        ...,\n",
       "        [259.37555022, 259.4533405 , 259.53168042, ..., 260.68759326,\n",
       "         260.68101966, 260.67631438],\n",
       "        [259.5006654 , 259.55195587, 259.6128603 , ..., 260.70519777,\n",
       "         260.69816352, 260.6935474 ],\n",
       "        [259.59494503, 259.64319897, 259.69932183, ..., 260.72204324,\n",
       "         260.71456166, 260.70920057]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>labels</span></div><div class='xr-var-dims'>(sample)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>281.2 214.0 273.9 ... 373.9 235.9</div><input id='attrs-adb968e4-e34d-4fbd-a3a3-5eceec485748' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-adb968e4-e34d-4fbd-a3a3-5eceec485748' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b0fd25d7-cf86-4124-94f7-52dcc65f73d6' class='xr-var-data-in' type='checkbox'><label for='data-b0fd25d7-cf86-4124-94f7-52dcc65f73d6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([281.2 , 214.  , 273.9 , ..., 239.04, 373.94, 235.87])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>EAST</span></div><div class='xr-var-dims'>(sample)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-1.091e+04 2.12e+03 ... 1.078e+06</div><input id='attrs-0fa14e83-6850-4ed1-92d4-3c8188a59987' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0fa14e83-6850-4ed1-92d4-3c8188a59987' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0a4a8fa5-5fa5-4e68-9b9e-4ccb5043f292' class='xr-var-data-in' type='checkbox'><label for='data-0a4a8fa5-5fa5-4e68-9b9e-4ccb5043f292' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ -10905.71490202,    2120.10742971,  -21326.3727674 , ...,\n",
       "       1044185.89396795, 1075447.8675641 , 1078053.03203045])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>NORTH</span></div><div class='xr-var-dims'>(sample)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.228e+06 2.226e+06 ... -2.127e+06</div><input id='attrs-47120b7b-3daa-4230-976a-323f71e14dc0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-47120b7b-3daa-4230-976a-323f71e14dc0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-be96fb2a-e323-43ef-94cc-23c0484d4b26' class='xr-var-data-in' type='checkbox'><label for='data-be96fb2a-e323-43ef-94cc-23c0484d4b26' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 2228413.37211782,  2225808.20765147,  2212782.38531975, ...,\n",
       "       -2114395.7932803 , -2119606.12221299, -2127421.61561203])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vx</span></div><div class='xr-var-dims'>(sample)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-162.0 -153.3 ... 332.8 336.6</div><input id='attrs-6ce82322-b690-4ee1-964d-66362ce79953' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6ce82322-b690-4ee1-964d-66362ce79953' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2cc5f302-030e-4827-9b5b-b15531991dd7' class='xr-var-data-in' type='checkbox'><label for='data-2cc5f302-030e-4827-9b5b-b15531991dd7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-161.99590496, -153.30288312, -162.76223021, ...,   62.74567784,\n",
       "        332.8383528 ,  336.56345018])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vy</span></div><div class='xr-var-dims'>(sample)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>746.4 761.1 726.3 ... -628.4 -637.6</div><input id='attrs-03ad6f85-d1b8-4178-9037-b4c0dae4eaa6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-03ad6f85-d1b8-4178-9037-b4c0dae4eaa6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f07beea7-cff5-4cca-b79e-de9f2ab71520' class='xr-var-data-in' type='checkbox'><label for='data-f07beea7-cff5-4cca-b79e-de9f2ab71520' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 746.39772057,  761.14367243,  726.28250995, ...,  -58.39111938,\n",
       "       -628.43012854, -637.56648753])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>v</span></div><div class='xr-var-dims'>(sample)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>763.8 776.4 744.3 ... 711.1 720.9</div><input id='attrs-a85d6cae-a388-4608-840f-681a996fd285' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a85d6cae-a388-4608-840f-681a996fd285' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d3854120-8b00-4b91-8a9c-440342a01923' class='xr-var-data-in' type='checkbox'><label for='data-d3854120-8b00-4b91-8a9c-440342a01923' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([763.77498683, 776.42865999, 744.29686808, ...,  85.71197646,\n",
       "       711.1299428 , 720.94797456])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>smb</span></div><div class='xr-var-dims'>(sample)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>428.9 434.6 434.9 ... 465.3 459.6</div><input id='attrs-4e990579-9e67-44b1-9232-4c24e74a4eb3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4e990579-9e67-44b1-9232-4c24e74a4eb3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5e1eb006-9d9b-4c96-8e4b-cee6dfe30e74' class='xr-var-data-in' type='checkbox'><label for='data-5e1eb006-9d9b-4c96-8e4b-cee6dfe30e74' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([428.87433598, 434.55229646, 434.93751893, ..., 376.06726179,\n",
       "       465.34065605, 459.56618505])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>z</span></div><div class='xr-var-dims'>(sample)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>25.95 22.24 26.59 ... 29.86 25.5</div><input id='attrs-9b17cc9d-5517-4c0c-98ec-6f252b654677' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9b17cc9d-5517-4c0c-98ec-6f252b654677' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-64700c0a-6fd9-499f-ac50-c0cc7af76110' class='xr-var-data-in' type='checkbox'><label for='data-64700c0a-6fd9-499f-ac50-c0cc7af76110' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([25.95130967, 22.23970848, 26.59351251, ..., 13.47093109,\n",
       "       29.86251046, 25.50161153])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>s</span></div><div class='xr-var-dims'>(sample)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0007497 0.001448 ... 0.005734</div><input id='attrs-5c14f7d2-9ad2-464c-b9c6-7eab523698e6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5c14f7d2-9ad2-464c-b9c6-7eab523698e6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-26f29923-f335-4fc9-b96a-80d0982ea1a8' class='xr-var-data-in' type='checkbox'><label for='data-26f29923-f335-4fc9-b96a-80d0982ea1a8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0.00074971, 0.00144761, 0.00374135, ..., 0.00629617, 0.01696483,\n",
       "       0.00573413])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>temp</span></div><div class='xr-var-dims'>(sample)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>260.8 260.7 259.4 ... 259.6 260.0</div><input id='attrs-16588226-0c57-4668-8931-82956ee5d7f8' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-16588226-0c57-4668-8931-82956ee5d7f8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-07bd2435-59ce-40a0-b379-5abb0a840638' class='xr-var-data-in' type='checkbox'><label for='data-07bd2435-59ce-40a0-b379-5abb0a840638' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([260.77134628, 260.65433532, 259.4486686 , ..., 257.23016897,\n",
       "       259.59469537, 259.96645018])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ith_bm</span></div><div class='xr-var-dims'>(sample)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>240.9 206.2 247.0 ... 282.5 241.8</div><input id='attrs-7590de9f-841d-45e8-b527-1f73dd918eec' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7590de9f-841d-45e8-b527-1f73dd918eec' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-897c118f-d612-47f0-9b05-807a9aca69df' class='xr-var-data-in' type='checkbox'><label for='data-897c118f-d612-47f0-9b05-807a9aca69df' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([240.8875826 , 206.21611391, 246.97271624, ..., 129.41278019,\n",
       "       282.51973245, 241.79668549])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gridCellId</span></div><div class='xr-var-dims'>(sample)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>260.0 260.0 260.0 ... 11.0 11.0</div><input id='attrs-5dc9ea95-e21b-42bd-948b-9803d6a1d0e7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5dc9ea95-e21b-42bd-948b-9803d6a1d0e7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-78c25d8f-de96-463f-953a-834670eb7e55' class='xr-var-data-in' type='checkbox'><label for='data-78c25d8f-de96-463f-953a-834670eb7e55' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([260., 260., 260., ...,  11.,  11.,  11.])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4da8771a-5254-411a-916d-49e245159793' class='xr-section-summary-in' type='checkbox'  ><label for='section-4da8771a-5254-411a-916d-49e245159793' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>x</div></div><div class='xr-index-preview'>PandasIndex</div><input type='checkbox' disabled/><label></label><input id='index-4bb0a1c1-b058-4c75-8ae8-2daa47bb639e' class='xr-index-data-in' type='checkbox'/><label for='index-4bb0a1c1-b058-4c75-8ae8-2daa47bb639e' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
       "       18, 19, 20, 21, 22, 23, 24, 25, 26],\n",
       "      dtype=&#x27;int64&#x27;, name=&#x27;x&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>y</div></div><div class='xr-index-preview'>PandasIndex</div><input type='checkbox' disabled/><label></label><input id='index-18f268d4-2071-42f7-911e-7b323475afa1' class='xr-index-data-in' type='checkbox'/><label for='index-18f268d4-2071-42f7-911e-7b323475afa1' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
       "       18, 19, 20, 21, 22, 23, 24, 25, 26],\n",
       "      dtype=&#x27;int64&#x27;, name=&#x27;y&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>sample</div></div><div class='xr-index-preview'>PandasIndex</div><input type='checkbox' disabled/><label></label><input id='index-965791e8-9c16-4223-872d-3cb8b82b6e8e' class='xr-index-data-in' type='checkbox'/><label for='index-965791e8-9c16-4223-872d-3cb8b82b6e8e' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([     0,      1,      2,      3,      4,      5,      6,      7,      8,\n",
       "            9,\n",
       "       ...\n",
       "       148495, 148496, 148497, 148498, 148499, 148500, 148501, 148502, 148503,\n",
       "       148504],\n",
       "      dtype=&#x27;int64&#x27;, name=&#x27;sample&#x27;, length=148505))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-94f0bf51-09e9-470a-9fcf-109e8fc46325' class='xr-section-summary-in' type='checkbox'  checked><label for='section-94f0bf51-09e9-470a-9fcf-109e8fc46325' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>description :</span></dt><dd>CNN data with averaged scalar features and one image per pixel.</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset> Size: 2GB\n",
       "Dimensions:      (x: 27, y: 27, sample: 148505)\n",
       "Coordinates:\n",
       "  * x            (x) int64 216B 0 1 2 3 4 5 6 7 8 ... 18 19 20 21 22 23 24 25 26\n",
       "  * y            (y) int64 216B 0 1 2 3 4 5 6 7 8 ... 18 19 20 21 22 23 24 25 26\n",
       "  * sample       (sample) int64 1MB 0 1 2 3 4 ... 148501 148502 148503 148504\n",
       "Data variables: (12/16)\n",
       "    z_images     (sample, x, y) float32 433MB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
       "    v_images     (sample, x, y) float32 433MB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
       "    smb_images   (sample, x, y) float32 433MB nan nan nan nan ... nan nan nan\n",
       "    temp_images  (sample, x, y) float64 866MB 262.8 262.8 262.7 ... 260.7 260.7\n",
       "    labels       (sample) float64 1MB 281.2 214.0 273.9 ... 239.0 373.9 235.9\n",
       "    EAST         (sample) float64 1MB -1.091e+04 2.12e+03 ... 1.078e+06\n",
       "    ...           ...\n",
       "    smb          (sample) float64 1MB 428.9 434.6 434.9 ... 376.1 465.3 459.6\n",
       "    z            (sample) float64 1MB 25.95 22.24 26.59 ... 13.47 29.86 25.5\n",
       "    s            (sample) float64 1MB 0.0007497 0.001448 ... 0.01696 0.005734\n",
       "    temp         (sample) float64 1MB 260.8 260.7 259.4 ... 257.2 259.6 260.0\n",
       "    ith_bm       (sample) float64 1MB 240.9 206.2 247.0 ... 129.4 282.5 241.8\n",
       "    gridCellId   (sample) float64 1MB 260.0 260.0 260.0 260.0 ... 11.0 11.0 11.0\n",
       "Attributes:\n",
       "    description:  CNN data with averaged scalar features and one image per pi..."
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "training_data_ds"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4a1e044e",
   "metadata": {},
   "outputs": [],
   "source": [
    "p = gdf.iloc[0].geometry\n",
    "\n",
    "transform = sat_im.rio.transform()\n",
    "\n",
    "col, row = ~transform * (p.x, p.y)\n",
    "\n",
    "col, row = int(np.floor(col)), int(np.floor(row))\n",
    "\n",
    "print(p.x, p.y)\n",
    "\n",
    "print(sat_im.surface[0][row][col].x, sat_im.surface[0][row][col].y)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9ac2f290",
   "metadata": {},
   "outputs": [],
   "source": [
    "import inspect\n",
    "\n",
    "source_file_path = inspect.getsourcefile(type(sat_im.surface.rio.transform()))\n",
    "print(f\"\\nSource file path for Affine class: {source_file_path}\")"
   ]
  }
 ],
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