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    "# _tobac_ example: global MCS tracking in ICON NextGEMS simulation\n",
    "\n",
    "In this example, we will explore tracking of mesoscale convective systems (MCSs) in global, km-scale ICON simulations. This example will consist of the following sections:\n",
    "\n",
    "  1. Accessing model data remotely, visualisation\n",
    "  2. Conversion of healpix grid data to a regular lat/lon grid for tracking\n",
    "  3. Feature detection, tracking, segmentation and calculation of merges and splits on a large domain with periodic boundaries\n",
    "  4. Conversion of segmentation mask back to healpix grid\n",
    "  5. Filtering and analysis of detected storms\n",
    "\n",
    "The tracking of MCSs in this example follows the MCS tracking model intercomparison (MCSMIP) protocol - https://mcsmip.github.io/ - and is based on the _tobac_ process chain for DYAMOND phase 1/2 model data (https://github.com/w-k-jones/tobac-mcsmip)"
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    "from datetime import datetime, timedelta\n",
    "\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import xarray as xr\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import cartopy.crs as ccrs\n",
    "\n",
    "import intake\n",
    "import healpix\n",
    "import easygems.healpix as egh\n",
    "\n",
    "import tobac"
   ]
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   "source": [
    "import warnings\n",
    "warnings.filterwarnings(\"ignore\", category=FutureWarning)"
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    "## Data access and pre-processing\n",
    "\n",
    "We start by accessing the online NextGEMS catalogue. The cycle 4 ICON model data is stored in healpix form, which is a hierarchichal format with multiple time and spatial resolution options:"
   ]
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       "   name                     description type  \\\n",
       "0  time  time resolution of the dataset  str   \n",
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    "cat = intake.open_catalog(\"https://data.nextgems-h2020.eu/online.yaml\")\n",
    "\n",
    "pd.DataFrame(cat.ICON.ngc4008.describe()[\"user_parameters\"])"
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    "In general, it is optimal to perform feature detection and tracking at the highest available resolutions, which is 15 minutes (PT15M) and zoom 9 (zoom 10 is only stored at lower time resolutions) for this simulation. However, to reduce the computation time of this example we will work at a lower zoom level of 7, which is approximately close to a 0.5 degree lat/lon grid"
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    "zoom = 7\n",
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    "icon_ds = cat.ICON.ngc4008(\n",
    "    zoom=zoom, time=\"PT15M\", chunks={}\n",
    ").to_dask().pipe(egh.attach_coords)"
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       ".xr-dim-list:after {\n",
       "  content: \")\";\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: \",\";\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  border-color: var(--xr-background-color-row-odd);\n",
       "  margin-bottom: 0;\n",
       "  padding-top: 2px;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "  border-color: var(--xr-background-color-row-even);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  border-top: 2px dotted var(--xr-background-color);\n",
       "  padding-bottom: 20px !important;\n",
       "  padding-top: 10px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in + label,\n",
       ".xr-var-data-in + label,\n",
       ".xr-index-data-in + label {\n",
       "  padding: 0 1px;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-data > pre,\n",
       ".xr-index-data > pre,\n",
       ".xr-var-data > table > tbody > tr {\n",
       "  background-color: transparent !important;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
       "  color: var(--xr-font-color0);\n",
       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
       "  stroke-width: 0.8px;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 5TB\n",
       "Dimensions:  (time: 1051968, cell: 196608)\n",
       "Coordinates:\n",
       "  * time     (time) datetime64[ns] 8MB 2020-01-01T00:15:00 ... 2050-01-01\n",
       "  * cell     (cell) int64 2MB 0 1 2 3 4 5 ... 196603 196604 196605 196606 196607\n",
       "    crs      int64 8B 0\n",
       "    lat      (cell) float64 2MB 0.2984 0.5968 0.5968 ... -0.5968 -0.5968 -0.2984\n",
       "    lon      (cell) float64 2MB 45.0 45.35 44.65 45.0 ... 315.4 314.6 315.0\n",
       "Data variables:\n",
       "    pr       (time, cell) float32 827GB dask.array&lt;chunksize=(192, 16384), meta=np.ndarray&gt;\n",
       "    qv2m     (time, cell) float32 827GB dask.array&lt;chunksize=(192, 16384), meta=np.ndarray&gt;\n",
       "    rlut     (time, cell) float32 827GB dask.array&lt;chunksize=(192, 16384), meta=np.ndarray&gt;\n",
       "    rsds     (time, cell) float32 827GB dask.array&lt;chunksize=(192, 16384), meta=np.ndarray&gt;\n",
       "    sfcwind  (time, cell) float32 827GB dask.array&lt;chunksize=(192, 16384), meta=np.ndarray&gt;\n",
       "    tas      (time, cell) float32 827GB dask.array&lt;chunksize=(192, 16384), meta=np.ndarray&gt;</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-f376c0d8-9ffb-46ba-95f4-8ede2934a45f' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-f376c0d8-9ffb-46ba-95f4-8ede2934a45f' 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'>time</span>: 1051968</li><li><span class='xr-has-index'>cell</span>: 196608</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-c726a3a4-5455-4b1f-99c0-435c3b97ca6a' class='xr-section-summary-in' type='checkbox'  checked><label for='section-c726a3a4-5455-4b1f-99c0-435c3b97ca6a' class='xr-section-summary' >Coordinates: <span>(5)</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'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2020-01-01T00:15:00 ... 2050-01-01</div><input id='attrs-e034430d-6fb3-4719-b104-7fe2bb1ab48b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e034430d-6fb3-4719-b104-7fe2bb1ab48b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b31a3a3b-a0cc-48f7-a4c8-ac3c172f4adf' class='xr-var-data-in' type='checkbox'><label for='data-b31a3a3b-a0cc-48f7-a4c8-ac3c172f4adf' 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'><dt><span>axis :</span></dt><dd>T</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2020-01-01T00:15:00.000000000&#x27;, &#x27;2020-01-01T00:30:00.000000000&#x27;,\n",
       "       &#x27;2020-01-01T00:45:00.000000000&#x27;, ..., &#x27;2049-12-31T23:30:00.000000000&#x27;,\n",
       "       &#x27;2049-12-31T23:45:00.000000000&#x27;, &#x27;2050-01-01T00:00:00.000000000&#x27;],\n",
       "      shape=(1051968,), dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>cell</span></div><div class='xr-var-dims'>(cell)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 ... 196605 196606 196607</div><input id='attrs-1b0e3212-4fac-48b9-b588-9482c48f27e4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1b0e3212-4fac-48b9-b588-9482c48f27e4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fbb9dc23-5928-43e0-b1eb-31c6ddd479fc' class='xr-var-data-in' type='checkbox'><label for='data-fbb9dc23-5928-43e0-b1eb-31c6ddd479fc' 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>[196608 values with dtype=int64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>crs</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0</div><input id='attrs-4001c84c-9c51-44cf-8b68-94b23abd4b80' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4001c84c-9c51-44cf-8b68-94b23abd4b80' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e0779db7-b488-474f-a063-fbb1876c506b' class='xr-var-data-in' type='checkbox'><label for='data-e0779db7-b488-474f-a063-fbb1876c506b' 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'><dt><span>grid_mapping_name :</span></dt><dd>healpix</dd><dt><span>healpix_nside :</span></dt><dd>128</dd><dt><span>healpix_order :</span></dt><dd>nest</dd></dl></div><div class='xr-var-data'><pre>array(0)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lat</span></div><div class='xr-var-dims'>(cell)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.2984 0.5968 ... -0.5968 -0.2984</div><input id='attrs-e5d75409-c2c0-4fbd-80ce-4d08bf3936c8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e5d75409-c2c0-4fbd-80ce-4d08bf3936c8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d8a49262-3564-4533-83bf-66fe96b19499' class='xr-var-data-in' type='checkbox'><label for='data-d8a49262-3564-4533-83bf-66fe96b19499' 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'><dt><span>units :</span></dt><dd>degree_north</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>axis :</span></dt><dd>Y</dd></dl></div><div class='xr-var-data'><pre>array([ 0.29841687,  0.59684183,  0.59684183, ..., -0.59684183,\n",
       "       -0.59684183, -0.29841687], shape=(196608,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lon</span></div><div class='xr-var-dims'>(cell)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>45.0 45.35 44.65 ... 314.6 315.0</div><input id='attrs-3eaee6a5-d7dd-4553-90f8-e1a6424251a9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3eaee6a5-d7dd-4553-90f8-e1a6424251a9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3a9df347-d0fd-42e8-aaee-7aea54d3455c' class='xr-var-data-in' type='checkbox'><label for='data-3a9df347-d0fd-42e8-aaee-7aea54d3455c' 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'><dt><span>units :</span></dt><dd>degree_east</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>axis :</span></dt><dd>X</dd></dl></div><div class='xr-var-data'><pre>array([ 45.       ,  45.3515625,  44.6484375, ..., 315.3515625,\n",
       "       314.6484375, 315.       ], shape=(196608,))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-64f080ef-5f33-4ed3-8ba7-80ea0b8a9dfe' class='xr-section-summary-in' type='checkbox'  checked><label for='section-64f080ef-5f33-4ed3-8ba7-80ea0b8a9dfe' class='xr-section-summary' >Data variables: <span>(6)</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>pr</span></div><div class='xr-var-dims'>(time, cell)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(192, 16384), meta=np.ndarray&gt;</div><input id='attrs-f281c98f-783c-4a04-92f0-ee8ac315fb9a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f281c98f-783c-4a04-92f0-ee8ac315fb9a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f540f6cf-b719-462e-8fec-ba269d5ca853' class='xr-var-data-in' type='checkbox'><label for='data-f540f6cf-b719-462e-8fec-ba269d5ca853' 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'><dt><span>cell_methods :</span></dt><dd>time: mean cell: mean</dd><dt><span>component :</span></dt><dd>atmo</dd><dt><span>grid_mapping :</span></dt><dd>crs</dd><dt><span>long_name :</span></dt><dd>precipitation flux</dd><dt><span>units :</span></dt><dd>kg m-2 s-1</dd><dt><span>vgrid :</span></dt><dd>surface</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 770.48 GiB </td>\n",
       "                        <td> 12.00 MiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (1051968, 196608) </td>\n",
       "                        <td> (192, 16384) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 65748 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
       "                    </tr>\n",
       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
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       "        <td>\n",
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       "                    <tr>\n",
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       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 770.48 GiB </td>\n",
       "                        <td> 12.00 MiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
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       "                        <td> (192, 16384) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 65748 chunks in 2 graph layers </td>\n",
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       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
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       "                        <th> Array </th>\n",
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       "                <tbody>\n",
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       "                    <tr>\n",
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       "                <tbody>\n",
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       "                <tbody>\n",
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       "                    <tr>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tas</span></div><div class='xr-var-dims'>(time, cell)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(192, 16384), meta=np.ndarray&gt;</div><input id='attrs-7b1b29e3-b928-4dae-8f5c-12068a2b0238' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7b1b29e3-b928-4dae-8f5c-12068a2b0238' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ff096001-7ddb-4935-8be1-6527abecc955' class='xr-var-data-in' type='checkbox'><label for='data-ff096001-7ddb-4935-8be1-6527abecc955' 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'><dt><span>cell_methods :</span></dt><dd>time: mean cell: mean</dd><dt><span>component :</span></dt><dd>atmo</dd><dt><span>grid_mapping :</span></dt><dd>crs</dd><dt><span>long_name :</span></dt><dd>temperature in 2m</dd><dt><span>standard_name :</span></dt><dd>air_temperature</dd><dt><span>units :</span></dt><dd>K</dd><dt><span>vgrid :</span></dt><dd>height_2m</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 770.48 GiB </td>\n",
       "                        <td> 12.00 MiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (1051968, 196608) </td>\n",
       "                        <td> (192, 16384) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 65748 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
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      ],
      "text/plain": [
       "<xarray.Dataset> Size: 5TB\n",
       "Dimensions:  (time: 1051968, cell: 196608)\n",
       "Coordinates:\n",
       "  * time     (time) datetime64[ns] 8MB 2020-01-01T00:15:00 ... 2050-01-01\n",
       "  * cell     (cell) int64 2MB 0 1 2 3 4 5 ... 196603 196604 196605 196606 196607\n",
       "    crs      int64 8B 0\n",
       "    lat      (cell) float64 2MB 0.2984 0.5968 0.5968 ... -0.5968 -0.5968 -0.2984\n",
       "    lon      (cell) float64 2MB 45.0 45.35 44.65 45.0 ... 315.4 314.6 315.0\n",
       "Data variables:\n",
       "    pr       (time, cell) float32 827GB dask.array<chunksize=(192, 16384), meta=np.ndarray>\n",
       "    qv2m     (time, cell) float32 827GB dask.array<chunksize=(192, 16384), meta=np.ndarray>\n",
       "    rlut     (time, cell) float32 827GB dask.array<chunksize=(192, 16384), meta=np.ndarray>\n",
       "    rsds     (time, cell) float32 827GB dask.array<chunksize=(192, 16384), meta=np.ndarray>\n",
       "    sfcwind  (time, cell) float32 827GB dask.array<chunksize=(192, 16384), meta=np.ndarray>\n",
       "    tas      (time, cell) float32 827GB dask.array<chunksize=(192, 16384), meta=np.ndarray>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "icon_ds"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ce11368d-d87d-4f36-ad4f-03f75f2b5b99",
   "metadata": {},
   "source": [
    "The cycle 4 NextGEMS simulation spans 30 years, however as we have only created a dask dataset we have not actually loaded any of it. For this example, we will select the 3 variables of interest (precipitation, OLR and surface air temperature) over 1 day:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "82be84ce-b57c-40c1-96fb-5e6c01627cbd",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:02:46.431227Z",
     "start_time": "2025-12-21T04:02:38.698891Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:31:14.193640Z",
     "iopub.status.busy": "2026-02-02T20:31:14.193555Z",
     "iopub.status.idle": "2026-02-02T20:31:51.416711Z",
     "shell.execute_reply": "2026-02-02T20:31:51.415840Z"
    }
   },
   "outputs": [],
   "source": [
    "icon_ds = icon_ds[[\"pr\", \"rlut\", \"tas\"]].sel(time=slice(datetime(2024,7,1), datetime(2024,7,2))).load()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "36045e79-e125-4671-8846-d6cb173794bd",
   "metadata": {},
   "source": [
    "Visualise the fields:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "9c16d9f9-b3b0-4a7e-87a1-567016ccaa58",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:02:46.680279Z",
     "start_time": "2025-12-21T04:02:46.447060Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:31:51.419430Z",
     "iopub.status.busy": "2026-02-02T20:31:51.419281Z",
     "iopub.status.idle": "2026-02-02T20:31:51.631417Z",
     "shell.execute_reply": "2026-02-02T20:31:51.630973Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'OLR')"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "img = egh.healpix_show(icon_ds.rlut[42])\n",
    "plt.colorbar(img, orientation=\"horizontal\", label=\"ToA OLR [W m-2]\")\n",
    "plt.title(\"OLR\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "3c60dee3-7768-41c2-adab-553fa47e2ebc",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:02:46.804156Z",
     "start_time": "2025-12-21T04:02:46.686750Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:31:51.633300Z",
     "iopub.status.busy": "2026-02-02T20:31:51.633214Z",
     "iopub.status.idle": "2026-02-02T20:31:51.736967Z",
     "shell.execute_reply": "2026-02-02T20:31:51.736545Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Precip')"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "img = egh.healpix_show(icon_ds.pr[42] * 3.6e3, vmax=10)\n",
    "plt.colorbar(img, orientation=\"horizontal\", label=\"Surface precip [mm h-1]\")\n",
    "plt.title(\"Precip\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "ef7a4101-2b95-4d9d-8f37-ec7746715c6b",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:02:46.935729Z",
     "start_time": "2025-12-21T04:02:46.808642Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:31:51.738492Z",
     "iopub.status.busy": "2026-02-02T20:31:51.738390Z",
     "iopub.status.idle": "2026-02-02T20:31:51.847175Z",
     "shell.execute_reply": "2026-02-02T20:31:51.846697Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Surface air temperature')"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "img = egh.healpix_show(icon_ds.tas[42])\n",
    "plt.colorbar(img, orientation=\"horizontal\", label=\"Surface temperature [K]\")\n",
    "plt.title(\"Surface air temperature\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a9e1a908-9d0e-4dd0-b426-d007626ac52b",
   "metadata": {},
   "source": [
    "OLR is commonly used for anvil tracking, but in global simulations the variation in OLR across latitudes can result in erroneous detections in the winter hemisphere near the poles. Precip could also be used for tracking intensely precipitating storms, but would miss the decaying stage of the anvil.\n",
    "\n",
    "To address the issues with OLR, we can instead approximate the atmosphere contribution to OLR by subtracting OLR from the black body radiation of the surface air temperature. This results in a field where high clouds have large values, but cold, clear sky scenes have low values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "e3de52f4-3b68-4ed3-bc13-9881a4a69525",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:02:47.164652Z",
     "start_time": "2025-12-21T04:02:46.941495Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:31:51.848558Z",
     "iopub.status.busy": "2026-02-02T20:31:51.848461Z",
     "iopub.status.idle": "2026-02-02T20:31:52.130473Z",
     "shell.execute_reply": "2026-02-02T20:31:52.130116Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.colorbar.Colorbar at 0x17cc960d0>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "surface_olr_diff = (icon_ds.tas**4 * 5.67e-8) - icon_ds.rlut\n",
    "\n",
    "img = egh.healpix_show(surface_olr_diff[42])\n",
    "plt.colorbar(img, orientation=\"horizontal\", label=\"Surface - ToA OLR difference [W m-2]\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8380ee0f-bb98-4f22-a89f-777ba60e2f57",
   "metadata": {},
   "source": [
    "11 micron brightness temperature (BT) can be approximated from OLR using the function below:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "04192705-680b-4590-8cdc-e2bd700d139e",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:02:47.171904Z",
     "start_time": "2025-12-21T04:02:47.169967Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:31:52.131974Z",
     "iopub.status.busy": "2026-02-02T20:31:52.131870Z",
     "iopub.status.idle": "2026-02-02T20:31:52.133907Z",
     "shell.execute_reply": "2026-02-02T20:31:52.133564Z"
    }
   },
   "outputs": [],
   "source": [
    "def get_tb(olr):\n",
    "    \"\"\"\n",
    "    This function converts outgoing longwave radiation to brightness temperatures.\n",
    "\n",
    "    Args:\n",
    "        olr(xr.DataArray or numpy array): 2D field of model output with OLR\n",
    "\n",
    "    Returns:\n",
    "        tb(xr.DataArray or numpy array): 2D field with estimated brightness temperatures\n",
    "    \"\"\"\n",
    "    # constants\n",
    "    aa = 1.228\n",
    "    bb = -1.106e-3  # K−1\n",
    "    # Planck constant\n",
    "    sigma = 5.670374419e-8  # W⋅m−2⋅K−4\n",
    "\n",
    "    # flux equivalent brightness temperature\n",
    "    Tf = (abs(olr) / sigma) ** (1.0 / 4)\n",
    "    tb = (((aa**2 + 4 * bb * Tf) ** (1.0 / 2)) - aa) / (2 * bb)\n",
    "    return tb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "94e6730b-d329-47bc-88ee-d11a5a72c7cb",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:02:47.392122Z",
     "start_time": "2025-12-21T04:02:47.180422Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:31:52.135360Z",
     "iopub.status.busy": "2026-02-02T20:31:52.135267Z",
     "iopub.status.idle": "2026-02-02T20:31:52.244335Z",
     "shell.execute_reply": "2026-02-02T20:31:52.243924Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'ToA BT')"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "img = egh.healpix_show(get_tb(icon_ds.rlut[42]))\n",
    "plt.colorbar(img, orientation=\"horizontal\", label=\"ToA BT [K]\")\n",
    "plt.title(\"ToA BT\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d83160bf-b416-41f5-89bc-1f48a9c55fd7",
   "metadata": {},
   "source": [
    "We can further examine the distributions of the OLR field and corresponding BT as shown below:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "32d49c1c-a92d-46b1-8f6e-a732ce992e87",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:02:49.042357Z",
     "start_time": "2025-12-21T04:02:47.402669Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:31:52.245971Z",
     "iopub.status.busy": "2026-02-02T20:31:52.245879Z",
     "iopub.status.idle": "2026-02-02T20:31:53.619409Z",
     "shell.execute_reply": "2026-02-02T20:31:53.618994Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "h = icon_ds.rlut.plot.hist(bins=np.arange(401))\n",
    "h_241 = icon_ds.rlut.where(get_tb(icon_ds.rlut)<=241).plot.hist(bins=np.arange(401))\n",
    "h_233 = icon_ds.rlut.where(get_tb(icon_ds.rlut)<=233).plot.hist(bins=np.arange(401))\n",
    "h_225 = icon_ds.rlut.where(get_tb(icon_ds.rlut)<=225).plot.hist(bins=np.arange(401))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5904a305-83a5-4596-98f6-fd5234093f59",
   "metadata": {},
   "source": [
    "Different BT thresholds correspond directly to OLR thresholds, but this means that cold surface scenes will also be detected. With the surface - OLR difference, as plotted below, we can see two sets of peaks for cold brightness temperatures; one, at low values indicates cold surfaces while the large value peaks are the anvil clouds we are interest in detecting"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "0bf65b36-0220-49cb-8b60-d3a2aadc3c13",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:02:50.615710Z",
     "start_time": "2025-12-21T04:02:49.069350Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:31:53.620942Z",
     "iopub.status.busy": "2026-02-02T20:31:53.620835Z",
     "iopub.status.idle": "2026-02-02T20:31:54.975038Z",
     "shell.execute_reply": "2026-02-02T20:31:54.974585Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "h = surface_olr_diff.plot.hist(bins=np.arange(401))\n",
    "h_241 = surface_olr_diff.where(get_tb(icon_ds.rlut)<=241).plot.hist(bins=np.arange(401))\n",
    "h_233 = surface_olr_diff.where(get_tb(icon_ds.rlut)<=233).plot.hist(bins=np.arange(401))\n",
    "h_225 = surface_olr_diff.where(get_tb(icon_ds.rlut)<=225).plot.hist(bins=np.arange(401))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "453b5a15-bf4a-4c57-8939-5d02fbf173ea",
   "metadata": {},
   "source": [
    "From the distribution, thresholds of 250-300 W m-2 seen reasonable"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c23bbcf0-0650-46e2-a259-130a6a80a34e",
   "metadata": {},
   "source": [
    "## Regrid ICON data to regular lat/lon grid for tracking:\n",
    "\n",
    "The simplest approach to regridding is to use nearest neighbours after finding the cells matching a lat/lon grid using the `healpix.ang2pix` function:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "10aac663-15f4-4ed7-9a1c-794d0fbc61e0",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:02:50.640452Z",
     "start_time": "2025-12-21T04:02:50.638187Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:31:54.976630Z",
     "iopub.status.busy": "2026-02-02T20:31:54.976520Z",
     "iopub.status.idle": "2026-02-02T20:31:54.978965Z",
     "shell.execute_reply": "2026-02-02T20:31:54.978510Z"
    }
   },
   "outputs": [],
   "source": [
    "def latlon_remap_cells(grid_spacing, crs):\n",
    "    lon = xr.DataArray(\n",
    "        np.arange(grid_spacing/2, 360, grid_spacing),\n",
    "        dims=(\"lon\",), \n",
    "        name=\"lon\", \n",
    "        attrs=dict(units=\"degrees\", standard_name=\"longitude\")\n",
    "    )\n",
    "    lat = xr.DataArray(\n",
    "        np.arange(90 - grid_spacing/2, -90, -grid_spacing), \n",
    "        dims=(\"lat\",), \n",
    "        name=\"lat\", \n",
    "        attrs=dict(units=\"degrees\", standard_name=\"latitude\")\n",
    "    )\n",
    "\n",
    "    return xr.DataArray(\n",
    "        healpix.ang2pix(crs.healpix_nside, *np.meshgrid(lon, lat), nest=crs.healpix_order, lonlat=True),\n",
    "        coords=(lat, lon),\n",
    "    )\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "643fb8ce-8dfc-4468-a205-1ca49014ddd5",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:02:50.674960Z",
     "start_time": "2025-12-21T04:02:50.665901Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:31:54.980172Z",
     "iopub.status.busy": "2026-02-02T20:31:54.980072Z",
     "iopub.status.idle": "2026-02-02T20:31:54.988751Z",
     "shell.execute_reply": "2026-02-02T20:31:54.988373Z"
    }
   },
   "outputs": [],
   "source": [
    "pix = latlon_remap_cells(grid_spacing, icon_ds.crs)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4b61a833-0611-447e-8a4f-5067f4bc7c0e",
   "metadata": {},
   "source": [
    "We can then perform the regridding using xarray's nearest neighbour selection:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "254816cd-71e5-47c3-95dc-bd46d5e33261",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:02:50.728808Z",
     "start_time": "2025-12-21T04:02:50.678864Z"
    },
    "execution": {
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     "shell.execute_reply": "2026-02-02T20:31:55.036804Z"
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   "outputs": [],
   "source": [
    "surface_olr_diff_gridded = surface_olr_diff.drop_vars([\"lat\", \"lon\"], errors=\"ignore\").sel(cell=pix, method=\"nearest\")"
   ]
  },
  {
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   "execution_count": 19,
   "id": "4128ff15-8b77-40ab-a273-e8b10fca4f39",
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     "shell.execute_reply": "2026-02-02T20:31:55.047134Z"
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray (time: 97, lat: 360, lon: 720)&gt; Size: 101MB\n",
       "array([[[ 89.56607  ,  89.56607  ,  89.56607  , ...,  91.1358   ,\n",
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       "        [ 91.90077  ,  91.90077  ,  91.90077  , ...,  96.54138  ,\n",
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       "        [  9.191551 ,   9.191551 ,   9.191551 , ...,   8.262306 ,\n",
       "           8.262306 ,   8.262306 ],\n",
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       "           7.8736115,   7.8736115]],\n",
       "\n",
       "       [[ 89.22284  ,  89.22284  ,  89.22284  , ...,  91.391785 ,\n",
       "          91.391785 ,  91.391785 ],\n",
       "        [ 90.07083  ,  90.07083  ,  90.07083  , ...,  96.23041  ,\n",
       "          96.23041  ,  96.23041  ],\n",
       "        [102.35628  , 102.35628  , 102.35628  , ...,  93.810165 ,\n",
       "          93.810165 ,  93.810165 ],\n",
       "...\n",
       "        [ 13.379158 ,  13.379158 ,  13.379158 , ...,  14.278435 ,\n",
       "          14.278435 ,  14.278435 ],\n",
       "        [ 14.253799 ,  14.253799 ,  14.253799 , ...,  13.540749 ,\n",
       "          13.540749 ,  13.540749 ],\n",
       "        [ 14.201988 ,  14.201988 ,  14.201988 , ...,  13.139412 ,\n",
       "          13.139412 ,  13.139412 ]],\n",
       "\n",
       "       [[ 72.92326  ,  72.92326  ,  72.92326  , ...,  74.285355 ,\n",
       "          74.285355 ,  74.285355 ],\n",
       "        [ 72.94551  ,  72.94551  ,  72.94551  , ...,  72.57539  ,\n",
       "          72.57539  ,  72.57539  ],\n",
       "        [ 72.74133  ,  72.74133  ,  72.74133  , ...,  72.03839  ,\n",
       "          72.03839  ,  72.03839  ],\n",
       "        ...,\n",
       "        [ 13.633156 ,  13.633156 ,  13.633156 , ...,  14.5451355,\n",
       "          14.5451355,  14.5451355],\n",
       "        [ 14.586899 ,  14.586899 ,  14.586899 , ...,  13.576523 ,\n",
       "          13.576523 ,  13.576523 ],\n",
       "        [ 14.456612 ,  14.456612 ,  14.456612 , ...,  13.28611  ,\n",
       "          13.28611  ,  13.28611  ]]], shape=(97, 360, 720), dtype=float32)\n",
       "Coordinates:\n",
       "  * time     (time) datetime64[ns] 776B 2024-07-01 ... 2024-07-02\n",
       "  * lat      (lat) float64 3kB 89.75 89.25 88.75 88.25 ... -88.75 -89.25 -89.75\n",
       "  * lon      (lon) float64 6kB 0.25 0.75 1.25 1.75 ... 358.2 358.8 359.2 359.8\n",
       "    crs      int64 8B 0\n",
       "    cell     (lat, lon) int64 2MB 16383 16383 16383 ... 180224 180224 180224\n",
       "Attributes:\n",
       "    cell_methods:  time: mean cell: mean\n",
       "    component:     atmo\n",
       "    grid_mapping:  crs</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-obj-name'></div><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 97</li><li><span class='xr-has-index'>lat</span>: 360</li><li><span class='xr-has-index'>lon</span>: 720</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-8828516a-3add-4d82-926b-1c53f8c47f81' class='xr-array-in' type='checkbox' checked><label for='section-8828516a-3add-4d82-926b-1c53f8c47f81' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>89.57 89.57 89.57 89.57 89.57 89.57 ... 13.29 13.29 13.29 13.29 13.29</span></div><div class='xr-array-data'><pre>array([[[ 89.56607  ,  89.56607  ,  89.56607  , ...,  91.1358   ,\n",
       "          91.1358   ,  91.1358   ],\n",
       "        [ 91.90077  ,  91.90077  ,  91.90077  , ...,  96.54138  ,\n",
       "          96.54138  ,  96.54138  ],\n",
       "        [100.12166  , 100.12166  , 100.12166  , ...,  97.58531  ,\n",
       "          97.58531  ,  97.58531  ],\n",
       "        ...,\n",
       "        [  9.420959 ,   9.420959 ,   9.420959 , ...,  10.78727  ,\n",
       "          10.78727  ,  10.78727  ],\n",
       "        [  9.191551 ,   9.191551 ,   9.191551 , ...,   8.262306 ,\n",
       "           8.262306 ,   8.262306 ],\n",
       "        [  8.498383 ,   8.498383 ,   8.498383 , ...,   7.8736115,\n",
       "           7.8736115,   7.8736115]],\n",
       "\n",
       "       [[ 89.22284  ,  89.22284  ,  89.22284  , ...,  91.391785 ,\n",
       "          91.391785 ,  91.391785 ],\n",
       "        [ 90.07083  ,  90.07083  ,  90.07083  , ...,  96.23041  ,\n",
       "          96.23041  ,  96.23041  ],\n",
       "        [102.35628  , 102.35628  , 102.35628  , ...,  93.810165 ,\n",
       "          93.810165 ,  93.810165 ],\n",
       "...\n",
       "        [ 13.379158 ,  13.379158 ,  13.379158 , ...,  14.278435 ,\n",
       "          14.278435 ,  14.278435 ],\n",
       "        [ 14.253799 ,  14.253799 ,  14.253799 , ...,  13.540749 ,\n",
       "          13.540749 ,  13.540749 ],\n",
       "        [ 14.201988 ,  14.201988 ,  14.201988 , ...,  13.139412 ,\n",
       "          13.139412 ,  13.139412 ]],\n",
       "\n",
       "       [[ 72.92326  ,  72.92326  ,  72.92326  , ...,  74.285355 ,\n",
       "          74.285355 ,  74.285355 ],\n",
       "        [ 72.94551  ,  72.94551  ,  72.94551  , ...,  72.57539  ,\n",
       "          72.57539  ,  72.57539  ],\n",
       "        [ 72.74133  ,  72.74133  ,  72.74133  , ...,  72.03839  ,\n",
       "          72.03839  ,  72.03839  ],\n",
       "        ...,\n",
       "        [ 13.633156 ,  13.633156 ,  13.633156 , ...,  14.5451355,\n",
       "          14.5451355,  14.5451355],\n",
       "        [ 14.586899 ,  14.586899 ,  14.586899 , ...,  13.576523 ,\n",
       "          13.576523 ,  13.576523 ],\n",
       "        [ 14.456612 ,  14.456612 ,  14.456612 , ...,  13.28611  ,\n",
       "          13.28611  ,  13.28611  ]]], shape=(97, 360, 720), dtype=float32)</pre></div></div></li><li class='xr-section-item'><input id='section-195996b9-f831-499a-8871-28dfc7ed18f7' class='xr-section-summary-in' type='checkbox'  checked><label for='section-195996b9-f831-499a-8871-28dfc7ed18f7' class='xr-section-summary' >Coordinates: <span>(5)</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'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2024-07-01 ... 2024-07-02</div><input id='attrs-42de2403-62d3-4093-a8b5-c3d76e6fb3ba' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-42de2403-62d3-4093-a8b5-c3d76e6fb3ba' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-464070a4-675e-49ef-9017-53301eb60ef3' class='xr-var-data-in' type='checkbox'><label for='data-464070a4-675e-49ef-9017-53301eb60ef3' 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'><dt><span>axis :</span></dt><dd>T</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2024-07-01T00:00:00.000000000&#x27;, &#x27;2024-07-01T00:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T00:30:00.000000000&#x27;, &#x27;2024-07-01T00:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T01:00:00.000000000&#x27;, &#x27;2024-07-01T01:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T01:30:00.000000000&#x27;, &#x27;2024-07-01T01:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T02:00:00.000000000&#x27;, &#x27;2024-07-01T02:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T02:30:00.000000000&#x27;, &#x27;2024-07-01T02:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T03:00:00.000000000&#x27;, &#x27;2024-07-01T03:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T03:30:00.000000000&#x27;, &#x27;2024-07-01T03:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T04:00:00.000000000&#x27;, &#x27;2024-07-01T04:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T04:30:00.000000000&#x27;, &#x27;2024-07-01T04:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T05:00:00.000000000&#x27;, &#x27;2024-07-01T05:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T05:30:00.000000000&#x27;, &#x27;2024-07-01T05:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T06:00:00.000000000&#x27;, &#x27;2024-07-01T06:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T06:30:00.000000000&#x27;, &#x27;2024-07-01T06:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T07:00:00.000000000&#x27;, &#x27;2024-07-01T07:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T07:30:00.000000000&#x27;, &#x27;2024-07-01T07:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T08:00:00.000000000&#x27;, &#x27;2024-07-01T08:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T08:30:00.000000000&#x27;, &#x27;2024-07-01T08:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T09:00:00.000000000&#x27;, &#x27;2024-07-01T09:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T09:30:00.000000000&#x27;, &#x27;2024-07-01T09:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T10:00:00.000000000&#x27;, &#x27;2024-07-01T10:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T10:30:00.000000000&#x27;, &#x27;2024-07-01T10:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T11:00:00.000000000&#x27;, &#x27;2024-07-01T11:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T11:30:00.000000000&#x27;, &#x27;2024-07-01T11:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T12:00:00.000000000&#x27;, &#x27;2024-07-01T12:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T12:30:00.000000000&#x27;, &#x27;2024-07-01T12:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T13:00:00.000000000&#x27;, &#x27;2024-07-01T13:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T13:30:00.000000000&#x27;, &#x27;2024-07-01T13:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T14:00:00.000000000&#x27;, &#x27;2024-07-01T14:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T14:30:00.000000000&#x27;, &#x27;2024-07-01T14:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T15:00:00.000000000&#x27;, &#x27;2024-07-01T15:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T15:30:00.000000000&#x27;, &#x27;2024-07-01T15:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T16:00:00.000000000&#x27;, &#x27;2024-07-01T16:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T16:30:00.000000000&#x27;, &#x27;2024-07-01T16:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T17:00:00.000000000&#x27;, &#x27;2024-07-01T17:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T17:30:00.000000000&#x27;, &#x27;2024-07-01T17:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T18:00:00.000000000&#x27;, &#x27;2024-07-01T18:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T18:30:00.000000000&#x27;, &#x27;2024-07-01T18:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T19:00:00.000000000&#x27;, &#x27;2024-07-01T19:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T19:30:00.000000000&#x27;, &#x27;2024-07-01T19:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T20:00:00.000000000&#x27;, &#x27;2024-07-01T20:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T20:30:00.000000000&#x27;, &#x27;2024-07-01T20:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T21:00:00.000000000&#x27;, &#x27;2024-07-01T21:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T21:30:00.000000000&#x27;, &#x27;2024-07-01T21:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T22:00:00.000000000&#x27;, &#x27;2024-07-01T22:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T22:30:00.000000000&#x27;, &#x27;2024-07-01T22:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T23:00:00.000000000&#x27;, &#x27;2024-07-01T23:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T23:30:00.000000000&#x27;, &#x27;2024-07-01T23:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-02T00:00:00.000000000&#x27;], dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lat</span></div><div class='xr-var-dims'>(lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>89.75 89.25 88.75 ... -89.25 -89.75</div><input id='attrs-2b1d6a67-9f19-4838-96f3-2a2938a74058' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2b1d6a67-9f19-4838-96f3-2a2938a74058' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8488c18a-f8d6-41b5-a123-5cc97e450bd1' class='xr-var-data-in' type='checkbox'><label for='data-8488c18a-f8d6-41b5-a123-5cc97e450bd1' 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'><dt><span>units :</span></dt><dd>degrees</dd><dt><span>standard_name :</span></dt><dd>latitude</dd></dl></div><div class='xr-var-data'><pre>array([ 89.75,  89.25,  88.75, ..., -88.75, -89.25, -89.75], shape=(360,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lon</span></div><div class='xr-var-dims'>(lon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.25 0.75 1.25 ... 359.2 359.8</div><input id='attrs-5ed99133-9f70-48ef-b463-1ab21558b5eb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5ed99133-9f70-48ef-b463-1ab21558b5eb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-be1897a6-b853-4bb3-bbb0-da058df50189' class='xr-var-data-in' type='checkbox'><label for='data-be1897a6-b853-4bb3-bbb0-da058df50189' 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'><dt><span>units :</span></dt><dd>degrees</dd><dt><span>standard_name :</span></dt><dd>longitude</dd></dl></div><div class='xr-var-data'><pre>array([2.5000e-01, 7.5000e-01, 1.2500e+00, ..., 3.5875e+02, 3.5925e+02,\n",
       "       3.5975e+02], shape=(720,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>crs</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0</div><input id='attrs-3c339807-07e1-4062-8fa5-daf6a8bcac4c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3c339807-07e1-4062-8fa5-daf6a8bcac4c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3bb71dd6-9bc5-4d23-ad8f-93280dc2e6a9' class='xr-var-data-in' type='checkbox'><label for='data-3bb71dd6-9bc5-4d23-ad8f-93280dc2e6a9' 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'><dt><span>grid_mapping_name :</span></dt><dd>healpix</dd><dt><span>healpix_nside :</span></dt><dd>128</dd><dt><span>healpix_order :</span></dt><dd>nest</dd></dl></div><div class='xr-var-data'><pre>array(0)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cell</span></div><div class='xr-var-dims'>(lat, lon)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>16383 16383 16383 ... 180224 180224</div><input id='attrs-71e31b01-7921-45e8-85c3-c161310c5601' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-71e31b01-7921-45e8-85c3-c161310c5601' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1c318da3-ab2b-4e06-86ce-85f411454b0e' class='xr-var-data-in' type='checkbox'><label for='data-1c318da3-ab2b-4e06-86ce-85f411454b0e' 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([[ 16383,  16383,  16383, ...,  65535,  65535,  65535],\n",
       "       [ 16379,  16379,  16379, ...,  65527,  65527,  65527],\n",
       "       [ 16378,  16378,  16378, ...,  65525,  65525,  65525],\n",
       "       ...,\n",
       "       [131082, 131082, 131082, ..., 180229, 180229, 180229],\n",
       "       [131080, 131080, 131080, ..., 180228, 180228, 180228],\n",
       "       [131072, 131072, 131072, ..., 180224, 180224, 180224]],\n",
       "      shape=(360, 720))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-678ccc52-40cc-4524-8605-412f68907072' class='xr-section-summary-in' type='checkbox'  checked><label for='section-678ccc52-40cc-4524-8605-412f68907072' class='xr-section-summary' >Attributes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>cell_methods :</span></dt><dd>time: mean cell: mean</dd><dt><span>component :</span></dt><dd>atmo</dd><dt><span>grid_mapping :</span></dt><dd>crs</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray (time: 97, lat: 360, lon: 720)> Size: 101MB\n",
       "array([[[ 89.56607  ,  89.56607  ,  89.56607  , ...,  91.1358   ,\n",
       "          91.1358   ,  91.1358   ],\n",
       "        [ 91.90077  ,  91.90077  ,  91.90077  , ...,  96.54138  ,\n",
       "          96.54138  ,  96.54138  ],\n",
       "        [100.12166  , 100.12166  , 100.12166  , ...,  97.58531  ,\n",
       "          97.58531  ,  97.58531  ],\n",
       "        ...,\n",
       "        [  9.420959 ,   9.420959 ,   9.420959 , ...,  10.78727  ,\n",
       "          10.78727  ,  10.78727  ],\n",
       "        [  9.191551 ,   9.191551 ,   9.191551 , ...,   8.262306 ,\n",
       "           8.262306 ,   8.262306 ],\n",
       "        [  8.498383 ,   8.498383 ,   8.498383 , ...,   7.8736115,\n",
       "           7.8736115,   7.8736115]],\n",
       "\n",
       "       [[ 89.22284  ,  89.22284  ,  89.22284  , ...,  91.391785 ,\n",
       "          91.391785 ,  91.391785 ],\n",
       "        [ 90.07083  ,  90.07083  ,  90.07083  , ...,  96.23041  ,\n",
       "          96.23041  ,  96.23041  ],\n",
       "        [102.35628  , 102.35628  , 102.35628  , ...,  93.810165 ,\n",
       "          93.810165 ,  93.810165 ],\n",
       "...\n",
       "        [ 13.379158 ,  13.379158 ,  13.379158 , ...,  14.278435 ,\n",
       "          14.278435 ,  14.278435 ],\n",
       "        [ 14.253799 ,  14.253799 ,  14.253799 , ...,  13.540749 ,\n",
       "          13.540749 ,  13.540749 ],\n",
       "        [ 14.201988 ,  14.201988 ,  14.201988 , ...,  13.139412 ,\n",
       "          13.139412 ,  13.139412 ]],\n",
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       "          74.285355 ,  74.285355 ],\n",
       "        [ 72.94551  ,  72.94551  ,  72.94551  , ...,  72.57539  ,\n",
       "          72.57539  ,  72.57539  ],\n",
       "        [ 72.74133  ,  72.74133  ,  72.74133  , ...,  72.03839  ,\n",
       "          72.03839  ,  72.03839  ],\n",
       "        ...,\n",
       "        [ 13.633156 ,  13.633156 ,  13.633156 , ...,  14.5451355,\n",
       "          14.5451355,  14.5451355],\n",
       "        [ 14.586899 ,  14.586899 ,  14.586899 , ...,  13.576523 ,\n",
       "          13.576523 ,  13.576523 ],\n",
       "        [ 14.456612 ,  14.456612 ,  14.456612 , ...,  13.28611  ,\n",
       "          13.28611  ,  13.28611  ]]], shape=(97, 360, 720), dtype=float32)\n",
       "Coordinates:\n",
       "  * time     (time) datetime64[ns] 776B 2024-07-01 ... 2024-07-02\n",
       "  * lat      (lat) float64 3kB 89.75 89.25 88.75 88.25 ... -88.75 -89.25 -89.75\n",
       "  * lon      (lon) float64 6kB 0.25 0.75 1.25 1.75 ... 358.2 358.8 359.2 359.8\n",
       "    crs      int64 8B 0\n",
       "    cell     (lat, lon) int64 2MB 16383 16383 16383 ... 180224 180224 180224\n",
       "Attributes:\n",
       "    cell_methods:  time: mean cell: mean\n",
       "    component:     atmo\n",
       "    grid_mapping:  crs"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "surface_olr_diff_gridded"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0804a0b2-e260-49d7-8583-52dfd9a18c93",
   "metadata": {},
   "source": [
    "## Feature detection and tracking using _tobac_\n",
    "\n",
    "The object detection process consists of four steps within _tobac_:\n",
    "\n",
    "1. feature_detection\n",
    "2. tracking\n",
    "3. merging/splitting\n",
    "4. segmentation"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1d880747-239d-4fd0-8943-e17064b489de",
   "metadata": {},
   "source": [
    "First, we start with feature detection using multiple thresholds, periodic boundaries in the x direction"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "e075606c-9b1b-4f41-932a-e193a49e8469",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:03:35.726706Z",
     "start_time": "2025-12-21T04:02:50.748049Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:31:55.048835Z",
     "iopub.status.busy": "2026-02-02T20:31:55.048743Z",
     "iopub.status.idle": "2026-02-02T20:32:37.173376Z",
     "shell.execute_reply": "2026-02-02T20:32:37.172968Z"
    }
   },
   "outputs": [],
   "source": [
    "Features = tobac.feature_detection_multithreshold(\n",
    "    surface_olr_diff_gridded.drop_vars([\"cell\", \"crs\"], errors=\"ignore\"), \n",
    "    dxy=dxy, threshold=[250, 275, 300, 325], min_distance=dxy*4, PBC_flag=\"hdim_2\"\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "811d8f0b-e22c-4446-9e42-0dd746e81a43",
   "metadata": {
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     "end_time": "2025-12-21T04:03:35.754574Z",
     "start_time": "2025-12-21T04:03:35.749210Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:32:37.175219Z",
     "iopub.status.busy": "2026-02-02T20:32:37.175007Z",
     "iopub.status.idle": "2026-02-02T20:32:37.180361Z",
     "shell.execute_reply": "2026-02-02T20:32:37.179924Z"
    }
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   "outputs": [
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       "       frame   idx      hdim_1      hdim_2  num  threshold_value  feature  \\\n",
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       "\n",
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       "0     2024-07-01  2024-07-01 00:00:00  72.250000  114.750000  \n",
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     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "Features"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f4840423-72d2-4e71-8164-d6ada31ead4e",
   "metadata": {},
   "source": [
    "Then we perform tracking using motion prediction:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "d071de25-d922-4591-b492-ea1e8d9037fb",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-02-02T20:32:37.181525Z",
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     "shell.execute_reply": "2026-02-02T20:32:45.754265Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Frame 96: 670 trajectories present.\n"
     ]
    }
   ],
   "source": [
    "Tracks = tobac.linking_trackpy(\n",
    "    Features, None, dt=900, dxy=dxy, v_max=50, \n",
    "    method_linking=\"predict\", stubs=2, \n",
    "    PBC_flag=\"hdim_2\", min_h2=0, max_h2=surface_olr_diff_gridded.lon.size\n",
    ")"
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  {
   "cell_type": "code",
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   "id": "6fa015b8-5d2d-4605-9450-4d876768af38",
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     "shell.execute_reply": "2026-02-02T20:32:45.761181Z"
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       "      <td>6</td>\n",
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       "      <td>2024-07-02</td>\n",
       "      <td>2024-07-02 00:00:00</td>\n",
       "      <td>-9.333333</td>\n",
       "      <td>95.166666</td>\n",
       "      <td>16388</td>\n",
       "      <td>0 days 01:00:00</td>\n",
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       "      <td>96</td>\n",
       "      <td>1449</td>\n",
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       "      <td>194.200002</td>\n",
       "      <td>5</td>\n",
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       "      <td>2024-07-02</td>\n",
       "      <td>2024-07-02 00:00:00</td>\n",
       "      <td>-10.450000</td>\n",
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       "      <td>0 days 01:00:00</td>\n",
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       "      <td>2024-07-02</td>\n",
       "      <td>2024-07-02 00:00:00</td>\n",
       "      <td>-11.083333</td>\n",
       "      <td>93.916666</td>\n",
       "      <td>16633</td>\n",
       "      <td>0 days 00:45:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62847</th>\n",
       "      <td>96</td>\n",
       "      <td>1451</td>\n",
       "      <td>203.000000</td>\n",
       "      <td>311.000000</td>\n",
       "      <td>1</td>\n",
       "      <td>325</td>\n",
       "      <td>82404</td>\n",
       "      <td>2024-07-02</td>\n",
       "      <td>2024-07-02 00:00:00</td>\n",
       "      <td>-11.750000</td>\n",
       "      <td>155.750000</td>\n",
       "      <td>16223</td>\n",
       "      <td>0 days 01:15:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62848</th>\n",
       "      <td>96</td>\n",
       "      <td>1452</td>\n",
       "      <td>205.333333</td>\n",
       "      <td>319.666668</td>\n",
       "      <td>3</td>\n",
       "      <td>325</td>\n",
       "      <td>82405</td>\n",
       "      <td>2024-07-02</td>\n",
       "      <td>2024-07-02 00:00:00</td>\n",
       "      <td>-12.916667</td>\n",
       "      <td>160.083334</td>\n",
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       "      <td>0 days 02:00:00</td>\n",
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       "<p>62849 rows × 13 columns</p>\n",
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       "       frame   idx      hdim_1      hdim_2  num  threshold_value  feature  \\\n",
       "0          0     1   35.000000  229.000000    1              250        1   \n",
       "1          0     2   39.400000  504.799998    5              250        2   \n",
       "2          0     3   43.307692  327.269236   26              250        3   \n",
       "3          0     5   49.666667  337.333332    3              250        4   \n",
       "4          0     7   53.142857  492.285716    7              250        5   \n",
       "...      ...   ...         ...         ...  ...              ...      ...   \n",
       "62844     96  1448  198.166667  189.833332    6              325    82401   \n",
       "62845     96  1449  200.400000  194.200002    5              325    82402   \n",
       "62846     96  1450  201.666667  187.333332    3              325    82403   \n",
       "62847     96  1451  203.000000  311.000000    1              325    82404   \n",
       "62848     96  1452  205.333333  319.666668    3              325    82405   \n",
       "\n",
       "            time              timestr        lat         lon   cell  \\\n",
       "0     2024-07-01  2024-07-01 00:00:00  72.250000  114.750000     -1   \n",
       "1     2024-07-01  2024-07-01 00:00:00  70.050000  252.649999      2   \n",
       "2     2024-07-01  2024-07-01 00:00:00  68.096154  163.884618      3   \n",
       "3     2024-07-01  2024-07-01 00:00:00  64.916667  168.916666      4   \n",
       "4     2024-07-01  2024-07-01 00:00:00  63.178571  246.392858      5   \n",
       "...          ...                  ...        ...         ...    ...   \n",
       "62844 2024-07-02  2024-07-02 00:00:00  -9.333333   95.166666  16388   \n",
       "62845 2024-07-02  2024-07-02 00:00:00 -10.450000   97.350001  16389   \n",
       "62846 2024-07-02  2024-07-02 00:00:00 -11.083333   93.916666  16633   \n",
       "62847 2024-07-02  2024-07-02 00:00:00 -11.750000  155.750000  16223   \n",
       "62848 2024-07-02  2024-07-02 00:00:00 -12.916667  160.083334  15662   \n",
       "\n",
       "            time_cell  \n",
       "0                 NaT  \n",
       "1     0 days 00:00:00  \n",
       "2     0 days 00:00:00  \n",
       "3     0 days 00:00:00  \n",
       "4     0 days 00:00:00  \n",
       "...               ...  \n",
       "62844 0 days 01:00:00  \n",
       "62845 0 days 01:00:00  \n",
       "62846 0 days 00:45:00  \n",
       "62847 0 days 01:15:00  \n",
       "62848 0 days 02:00:00  \n",
       "\n",
       "[62849 rows x 13 columns]"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "Tracks"
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   "cell_type": "markdown",
   "id": "19f82798-80c4-4bca-9fe1-80953c30b26a",
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    "Merging/splitting finds features that start/end less than dxy*4 distance and 1 time step away from others:"
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   "id": "1c625991-2770-471c-9933-bb04e55e39b8",
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   "source": [
    "merges_splits = tobac.merge_split.merge_split_MEST(\n",
    "    Tracks, dxy=dxy, distance=dxy*4, frame_len=1, PBC_flag=\"hdim_2\", min_h2=0, max_h2=surface_olr_diff_gridded.lon.size\n",
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     "iopub.status.idle": "2026-02-02T20:32:47.960502Z",
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       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "  border-color: var(--xr-background-color-row-even);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  border-top: 2px dotted var(--xr-background-color);\n",
       "  padding-bottom: 20px !important;\n",
       "  padding-top: 10px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in + label,\n",
       ".xr-var-data-in + label,\n",
       ".xr-index-data-in + label {\n",
       "  padding: 0 1px;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-data > pre,\n",
       ".xr-index-data > pre,\n",
       ".xr-var-data > table > tbody > tr {\n",
       "  background-color: transparent !important;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
       "  color: var(--xr-font-color0);\n",
       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
       "  stroke-width: 0.8px;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 2MB\n",
       "Dimensions:                   (cell: 11085, feature: 62849, track: 5570)\n",
       "Coordinates:\n",
       "  * cell                      (cell) int64 89kB 2 3 4 5 ... 16965 16966 16967\n",
       "  * feature                   (feature) int64 503kB 1 2 3 ... 82403 82404 82405\n",
       "  * track                     (track) int64 45kB 1 2 3 4 ... 5567 5568 5569 5570\n",
       "Data variables:\n",
       "    cell_parent_track_id      (cell) int64 89kB 1 2 3 4 ... 4923 5570 5349 2600\n",
       "    feature_parent_cell_id    (feature) int64 503kB -1 2 3 ... 16633 16223 15662\n",
       "    feature_parent_track_id   (feature) int64 503kB -1 1 2 3 ... 5460 4497 2307\n",
       "    track_child_cell_count    (track) int64 45kB 1 2 1 2 1 1 1 ... 1 1 1 1 1 1 1\n",
       "    cell_child_feature_count  (cell) int64 89kB 10 7 2 2 2 2 2 ... 2 2 2 2 2 2 2\n",
       "    cell_starts_with_split    (cell) bool 11kB False False False ... True True\n",
       "    cell_ends_with_merge      (cell) bool 11kB False True False ... False False</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-90787bfa-d4ff-4f1e-a56e-943c804e0776' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-90787bfa-d4ff-4f1e-a56e-943c804e0776' 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'>cell</span>: 11085</li><li><span class='xr-has-index'>feature</span>: 62849</li><li><span class='xr-has-index'>track</span>: 5570</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-affa807c-fe9a-4eed-aabc-45e4a682b32e' class='xr-section-summary-in' type='checkbox'  checked><label for='section-affa807c-fe9a-4eed-aabc-45e4a682b32e' 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'>cell</span></div><div class='xr-var-dims'>(cell)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>2 3 4 5 ... 16964 16965 16966 16967</div><input id='attrs-1e1b981f-a251-4631-b472-f61f51da8855' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1e1b981f-a251-4631-b472-f61f51da8855' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-57b5d7d0-3009-4663-9743-08c65c9a0dbd' class='xr-var-data-in' type='checkbox'><label for='data-57b5d7d0-3009-4663-9743-08c65c9a0dbd' 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([    2,     3,     4, ..., 16965, 16966, 16967], shape=(11085,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>feature</span></div><div class='xr-var-dims'>(feature)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>1 2 3 4 ... 82402 82403 82404 82405</div><input id='attrs-de01f01d-daf2-432b-bc85-d970beb409f3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-de01f01d-daf2-432b-bc85-d970beb409f3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-642f10d8-b8d8-4b39-bd74-ca14a650f0a2' class='xr-var-data-in' type='checkbox'><label for='data-642f10d8-b8d8-4b39-bd74-ca14a650f0a2' 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([    1,     2,     3, ..., 82403, 82404, 82405], shape=(62849,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>track</span></div><div class='xr-var-dims'>(track)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>1 2 3 4 5 ... 5567 5568 5569 5570</div><input id='attrs-7383dad1-dbf8-4021-90ec-1a067bb90ca9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7383dad1-dbf8-4021-90ec-1a067bb90ca9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-13488f4a-d818-41ec-8d9b-fea50402dc83' class='xr-var-data-in' type='checkbox'><label for='data-13488f4a-d818-41ec-8d9b-fea50402dc83' 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([   1,    2,    3, ..., 5568, 5569, 5570], shape=(5570,))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-d8eec8f1-49fd-4e97-9030-aa1cc2639699' class='xr-section-summary-in' type='checkbox'  checked><label for='section-d8eec8f1-49fd-4e97-9030-aa1cc2639699' class='xr-section-summary' >Data variables: <span>(7)</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>cell_parent_track_id</span></div><div class='xr-var-dims'>(cell)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>1 2 3 4 5 ... 4923 5570 5349 2600</div><input id='attrs-7c0a7d28-9b8c-4711-9429-4fcbaa1f11ae' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7c0a7d28-9b8c-4711-9429-4fcbaa1f11ae' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-99bb7b72-9b03-4521-8388-d3fe2741d8fb' class='xr-var-data-in' type='checkbox'><label for='data-99bb7b72-9b03-4521-8388-d3fe2741d8fb' 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([   1,    2,    3, ..., 5570, 5349, 2600], shape=(11085,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>feature_parent_cell_id</span></div><div class='xr-var-dims'>(feature)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>-1 2 3 4 ... 16633 16223 15662</div><input id='attrs-b283a91a-55a6-4142-b85d-c82100e723a2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b283a91a-55a6-4142-b85d-c82100e723a2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-378714fe-1d78-4571-8995-e95435e44343' class='xr-var-data-in' type='checkbox'><label for='data-378714fe-1d78-4571-8995-e95435e44343' 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([   -1,     2,     3, ..., 16633, 16223, 15662], shape=(62849,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>feature_parent_track_id</span></div><div class='xr-var-dims'>(feature)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>-1 1 2 3 4 ... 5390 5460 4497 2307</div><input id='attrs-95374cea-ad27-46ae-b14d-853c756758ff' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-95374cea-ad27-46ae-b14d-853c756758ff' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c23d7ea1-f829-411f-88c2-ad50cde7b369' class='xr-var-data-in' type='checkbox'><label for='data-c23d7ea1-f829-411f-88c2-ad50cde7b369' 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([  -1,    1,    2, ..., 5460, 4497, 2307], shape=(62849,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>track_child_cell_count</span></div><div class='xr-var-dims'>(track)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>1 2 1 2 1 1 1 2 ... 1 1 1 1 1 1 1 1</div><input id='attrs-af1ba844-d902-4895-b539-2bea973189e5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-af1ba844-d902-4895-b539-2bea973189e5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bfe53f74-76e0-4375-abf8-9f0104380b8a' class='xr-var-data-in' type='checkbox'><label for='data-bfe53f74-76e0-4375-abf8-9f0104380b8a' 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([1, 2, 1, ..., 1, 1, 1], shape=(5570,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cell_child_feature_count</span></div><div class='xr-var-dims'>(cell)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>10 7 2 2 2 2 2 2 ... 2 2 2 2 2 2 2</div><input id='attrs-cbaff565-5cb3-4b17-a3a4-c5afe6aad4d3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cbaff565-5cb3-4b17-a3a4-c5afe6aad4d3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e4a30977-7012-4c1e-9ee5-050a857c0f3c' class='xr-var-data-in' type='checkbox'><label for='data-e4a30977-7012-4c1e-9ee5-050a857c0f3c' 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([10,  7,  2, ...,  2,  2,  2], shape=(11085,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cell_starts_with_split</span></div><div class='xr-var-dims'>(cell)</div><div class='xr-var-dtype'>bool</div><div class='xr-var-preview xr-preview'>False False False ... True True</div><input id='attrs-4e2c1bfa-54df-4ece-8839-08922b0530ec' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4e2c1bfa-54df-4ece-8839-08922b0530ec' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4858ae2c-c930-4828-83c6-b59158e3d57e' class='xr-var-data-in' type='checkbox'><label for='data-4858ae2c-c930-4828-83c6-b59158e3d57e' 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([False, False, False, ..., False,  True,  True], shape=(11085,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cell_ends_with_merge</span></div><div class='xr-var-dims'>(cell)</div><div class='xr-var-dtype'>bool</div><div class='xr-var-preview xr-preview'>False True False ... False False</div><input id='attrs-9b1f7a88-251d-452d-8d21-ea651a584031' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9b1f7a88-251d-452d-8d21-ea651a584031' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6dccf627-58d6-469e-9633-66342084e4f9' class='xr-var-data-in' type='checkbox'><label for='data-6dccf627-58d6-469e-9633-66342084e4f9' 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([False,  True, False, ..., False, False, False], shape=(11085,))</pre></div></li></ul></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset> Size: 2MB\n",
       "Dimensions:                   (cell: 11085, feature: 62849, track: 5570)\n",
       "Coordinates:\n",
       "  * cell                      (cell) int64 89kB 2 3 4 5 ... 16965 16966 16967\n",
       "  * feature                   (feature) int64 503kB 1 2 3 ... 82403 82404 82405\n",
       "  * track                     (track) int64 45kB 1 2 3 4 ... 5567 5568 5569 5570\n",
       "Data variables:\n",
       "    cell_parent_track_id      (cell) int64 89kB 1 2 3 4 ... 4923 5570 5349 2600\n",
       "    feature_parent_cell_id    (feature) int64 503kB -1 2 3 ... 16633 16223 15662\n",
       "    feature_parent_track_id   (feature) int64 503kB -1 1 2 3 ... 5460 4497 2307\n",
       "    track_child_cell_count    (track) int64 45kB 1 2 1 2 1 1 1 ... 1 1 1 1 1 1 1\n",
       "    cell_child_feature_count  (cell) int64 89kB 10 7 2 2 2 2 2 ... 2 2 2 2 2 2 2\n",
       "    cell_starts_with_split    (cell) bool 11kB False False False ... True True\n",
       "    cell_ends_with_merge      (cell) bool 11kB False True False ... False False"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "merges_splits"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "9bd4c1ba-0f03-4554-8287-0bf73fa8dc9b",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:03:47.960957Z",
     "start_time": "2025-12-21T04:03:47.955721Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:32:47.961813Z",
     "iopub.status.busy": "2026-02-02T20:32:47.961727Z",
     "iopub.status.idle": "2026-02-02T20:32:47.965933Z",
     "shell.execute_reply": "2026-02-02T20:32:47.965515Z"
    }
   },
   "outputs": [],
   "source": [
    "Tracks[\"track\"] = merges_splits.feature_parent_track_id\n",
    "Tracks[\"time_track\"] = Tracks.time - Tracks.groupby(\"track\").time.min()[Tracks.track].to_numpy()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2d65d3d4-fc32-426e-8f6c-a90e25ef1e16",
   "metadata": {},
   "source": [
    "Finally, we perform a watershed segmentation to find the area surrounding each feature to a threshold of 225 W m-2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "055e7cf9-41bd-4b6c-95cb-dfa7ac8f655b",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:04:20.272565Z",
     "start_time": "2025-12-21T04:03:47.982234Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:32:47.967148Z",
     "iopub.status.busy": "2026-02-02T20:32:47.967069Z",
     "iopub.status.idle": "2026-02-02T20:33:19.477086Z",
     "shell.execute_reply": "2026-02-02T20:33:19.476498Z"
    }
   },
   "outputs": [],
   "source": [
    "segmentation_mask, Tracks = tobac.segmentation.segmentation(\n",
    "    Tracks, surface_olr_diff_gridded, dxy=dxy, threshold=225, PBC_flag=\"hdim_2\", seed_3D_flag=\"box\"\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "4cfd1be7-7bd4-4af5-8920-2342d01edd3a",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:04:20.303034Z",
     "start_time": "2025-12-21T04:04:20.296197Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:33:19.478866Z",
     "iopub.status.busy": "2026-02-02T20:33:19.478558Z",
     "iopub.status.idle": "2026-02-02T20:33:19.485927Z",
     "shell.execute_reply": "2026-02-02T20:33:19.485603Z"
    }
   },
   "outputs": [
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;segmentation_mask&#x27; (time: 97, lat: 360, lon: 720)&gt; Size: 201MB\n",
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       "        ...,\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0]]], shape=(97, 360, 720))\n",
       "Coordinates:\n",
       "  * time     (time) datetime64[ns] 776B 2024-07-01 ... 2024-07-02\n",
       "  * lat      (lat) float64 3kB 89.75 89.25 88.75 88.25 ... -88.75 -89.25 -89.75\n",
       "  * lon      (lon) float64 6kB 0.25 0.75 1.25 1.75 ... 358.2 358.8 359.2 359.8\n",
       "    crs      int64 8B 0\n",
       "    cell     (lat, lon) int64 2MB 16383 16383 16383 ... 180224 180224 180224\n",
       "Attributes:\n",
       "    threshold:  225</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-obj-name'>&#x27;segmentation_mask&#x27;</div><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 97</li><li><span class='xr-has-index'>lat</span>: 360</li><li><span class='xr-has-index'>lon</span>: 720</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-0f5353ab-fd65-4adf-883a-b4736f62a738' class='xr-array-in' type='checkbox' checked><label for='section-0f5353ab-fd65-4adf-883a-b4736f62a738' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0</span></div><div class='xr-array-data'><pre>array([[[0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        ...,\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0]],\n",
       "\n",
       "       [[0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        ...,\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0]],\n",
       "\n",
       "       [[0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        ...,\n",
       "...\n",
       "        ...,\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0]],\n",
       "\n",
       "       [[0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        ...,\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0]],\n",
       "\n",
       "       [[0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        ...,\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0]]], shape=(97, 360, 720))</pre></div></div></li><li class='xr-section-item'><input id='section-7048ea2c-9415-494e-bbf9-f55a1b69071b' class='xr-section-summary-in' type='checkbox'  checked><label for='section-7048ea2c-9415-494e-bbf9-f55a1b69071b' class='xr-section-summary' >Coordinates: <span>(5)</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'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2024-07-01 ... 2024-07-02</div><input id='attrs-bfbe4651-ac76-4963-b9fb-2922fdc2eaf5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bfbe4651-ac76-4963-b9fb-2922fdc2eaf5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ad17a8ca-b1be-4a59-ad9a-dca34b49928a' class='xr-var-data-in' type='checkbox'><label for='data-ad17a8ca-b1be-4a59-ad9a-dca34b49928a' 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'><dt><span>axis :</span></dt><dd>T</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2024-07-01T00:00:00.000000000&#x27;, &#x27;2024-07-01T00:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T00:30:00.000000000&#x27;, &#x27;2024-07-01T00:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T01:00:00.000000000&#x27;, &#x27;2024-07-01T01:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T01:30:00.000000000&#x27;, &#x27;2024-07-01T01:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T02:00:00.000000000&#x27;, &#x27;2024-07-01T02:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T02:30:00.000000000&#x27;, &#x27;2024-07-01T02:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T03:00:00.000000000&#x27;, &#x27;2024-07-01T03:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T03:30:00.000000000&#x27;, &#x27;2024-07-01T03:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T04:00:00.000000000&#x27;, &#x27;2024-07-01T04:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T04:30:00.000000000&#x27;, &#x27;2024-07-01T04:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T05:00:00.000000000&#x27;, &#x27;2024-07-01T05:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T05:30:00.000000000&#x27;, &#x27;2024-07-01T05:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T06:00:00.000000000&#x27;, &#x27;2024-07-01T06:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T06:30:00.000000000&#x27;, &#x27;2024-07-01T06:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T07:00:00.000000000&#x27;, &#x27;2024-07-01T07:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T07:30:00.000000000&#x27;, &#x27;2024-07-01T07:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T08:00:00.000000000&#x27;, &#x27;2024-07-01T08:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T08:30:00.000000000&#x27;, &#x27;2024-07-01T08:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T09:00:00.000000000&#x27;, &#x27;2024-07-01T09:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T09:30:00.000000000&#x27;, &#x27;2024-07-01T09:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T10:00:00.000000000&#x27;, &#x27;2024-07-01T10:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T10:30:00.000000000&#x27;, &#x27;2024-07-01T10:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T11:00:00.000000000&#x27;, &#x27;2024-07-01T11:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T11:30:00.000000000&#x27;, &#x27;2024-07-01T11:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T12:00:00.000000000&#x27;, &#x27;2024-07-01T12:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T12:30:00.000000000&#x27;, &#x27;2024-07-01T12:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T13:00:00.000000000&#x27;, &#x27;2024-07-01T13:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T13:30:00.000000000&#x27;, &#x27;2024-07-01T13:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T14:00:00.000000000&#x27;, &#x27;2024-07-01T14:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T14:30:00.000000000&#x27;, &#x27;2024-07-01T14:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T15:00:00.000000000&#x27;, &#x27;2024-07-01T15:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T15:30:00.000000000&#x27;, &#x27;2024-07-01T15:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T16:00:00.000000000&#x27;, &#x27;2024-07-01T16:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T16:30:00.000000000&#x27;, &#x27;2024-07-01T16:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T17:00:00.000000000&#x27;, &#x27;2024-07-01T17:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T17:30:00.000000000&#x27;, &#x27;2024-07-01T17:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T18:00:00.000000000&#x27;, &#x27;2024-07-01T18:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T18:30:00.000000000&#x27;, &#x27;2024-07-01T18:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T19:00:00.000000000&#x27;, &#x27;2024-07-01T19:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T19:30:00.000000000&#x27;, &#x27;2024-07-01T19:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T20:00:00.000000000&#x27;, &#x27;2024-07-01T20:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T20:30:00.000000000&#x27;, &#x27;2024-07-01T20:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T21:00:00.000000000&#x27;, &#x27;2024-07-01T21:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T21:30:00.000000000&#x27;, &#x27;2024-07-01T21:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T22:00:00.000000000&#x27;, &#x27;2024-07-01T22:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T22:30:00.000000000&#x27;, &#x27;2024-07-01T22:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T23:00:00.000000000&#x27;, &#x27;2024-07-01T23:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T23:30:00.000000000&#x27;, &#x27;2024-07-01T23:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-02T00:00:00.000000000&#x27;], dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lat</span></div><div class='xr-var-dims'>(lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>89.75 89.25 88.75 ... -89.25 -89.75</div><input id='attrs-b36d8c92-c1df-4b60-b4a6-7936e39539c1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b36d8c92-c1df-4b60-b4a6-7936e39539c1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-15ff19b4-4f4e-444e-820a-e35f20935316' class='xr-var-data-in' type='checkbox'><label for='data-15ff19b4-4f4e-444e-820a-e35f20935316' 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'><dt><span>units :</span></dt><dd>degrees</dd><dt><span>standard_name :</span></dt><dd>latitude</dd></dl></div><div class='xr-var-data'><pre>array([ 89.75,  89.25,  88.75, ..., -88.75, -89.25, -89.75], shape=(360,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lon</span></div><div class='xr-var-dims'>(lon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.25 0.75 1.25 ... 359.2 359.8</div><input id='attrs-7a0d17c9-c2e1-4e6c-8a21-35831f819a88' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7a0d17c9-c2e1-4e6c-8a21-35831f819a88' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d6901a99-6529-44bd-90df-6d31cb7693a3' class='xr-var-data-in' type='checkbox'><label for='data-d6901a99-6529-44bd-90df-6d31cb7693a3' 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'><dt><span>units :</span></dt><dd>degrees</dd><dt><span>standard_name :</span></dt><dd>longitude</dd></dl></div><div class='xr-var-data'><pre>array([2.5000e-01, 7.5000e-01, 1.2500e+00, ..., 3.5875e+02, 3.5925e+02,\n",
       "       3.5975e+02], shape=(720,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>crs</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0</div><input id='attrs-2f3581e5-5ca0-41d0-83b6-42675e9623aa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2f3581e5-5ca0-41d0-83b6-42675e9623aa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-43396393-dc76-4de4-9589-9069dbd79065' class='xr-var-data-in' type='checkbox'><label for='data-43396393-dc76-4de4-9589-9069dbd79065' 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'><dt><span>grid_mapping_name :</span></dt><dd>healpix</dd><dt><span>healpix_nside :</span></dt><dd>128</dd><dt><span>healpix_order :</span></dt><dd>nest</dd></dl></div><div class='xr-var-data'><pre>array(0)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cell</span></div><div class='xr-var-dims'>(lat, lon)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>16383 16383 16383 ... 180224 180224</div><input id='attrs-6ce11844-e921-4e51-86bc-32c7a056749f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6ce11844-e921-4e51-86bc-32c7a056749f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f2bd8325-1188-4605-82de-847800037716' class='xr-var-data-in' type='checkbox'><label for='data-f2bd8325-1188-4605-82de-847800037716' 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([[ 16383,  16383,  16383, ...,  65535,  65535,  65535],\n",
       "       [ 16379,  16379,  16379, ...,  65527,  65527,  65527],\n",
       "       [ 16378,  16378,  16378, ...,  65525,  65525,  65525],\n",
       "       ...,\n",
       "       [131082, 131082, 131082, ..., 180229, 180229, 180229],\n",
       "       [131080, 131080, 131080, ..., 180228, 180228, 180228],\n",
       "       [131072, 131072, 131072, ..., 180224, 180224, 180224]],\n",
       "      shape=(360, 720))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-dc833855-a137-4545-843b-7571cc6ef31c' class='xr-section-summary-in' type='checkbox'  checked><label for='section-dc833855-a137-4545-843b-7571cc6ef31c' 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>threshold :</span></dt><dd>225</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray 'segmentation_mask' (time: 97, lat: 360, lon: 720)> Size: 201MB\n",
       "array([[[0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        ...,\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0]],\n",
       "\n",
       "       [[0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        ...,\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0]],\n",
       "\n",
       "       [[0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        ...,\n",
       "...\n",
       "        ...,\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0]],\n",
       "\n",
       "       [[0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        ...,\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0]],\n",
       "\n",
       "       [[0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        ...,\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0]]], shape=(97, 360, 720))\n",
       "Coordinates:\n",
       "  * time     (time) datetime64[ns] 776B 2024-07-01 ... 2024-07-02\n",
       "  * lat      (lat) float64 3kB 89.75 89.25 88.75 88.25 ... -88.75 -89.25 -89.75\n",
       "  * lon      (lon) float64 6kB 0.25 0.75 1.25 1.75 ... 358.2 358.8 359.2 359.8\n",
       "    crs      int64 8B 0\n",
       "    cell     (lat, lon) int64 2MB 16383 16383 16383 ... 180224 180224 180224\n",
       "Attributes:\n",
       "    threshold:  225"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "segmentation_mask"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "809e592e-1eb4-43f2-add4-395a58f6831f",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:04:20.319593Z",
     "start_time": "2025-12-21T04:04:20.312380Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:33:19.487320Z",
     "iopub.status.busy": "2026-02-02T20:33:19.487230Z",
     "iopub.status.idle": "2026-02-02T20:33:19.493182Z",
     "shell.execute_reply": "2026-02-02T20:33:19.492788Z"
    }
   },
   "outputs": [
    {
     "data": {
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       "       frame   idx      hdim_1      hdim_2  num  threshold_value  feature  \\\n",
       "0          0     1   35.000000  229.000000    1              250        1   \n",
       "1          0     2   39.400000  504.799998    5              250        2   \n",
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       "4          0     7   53.142857  492.285716    7              250        5   \n",
       "...      ...   ...         ...         ...  ...              ...      ...   \n",
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       "62846     96  1450  201.666667  187.333332    3              325    82403   \n",
       "62847     96  1451  203.000000  311.000000    1              325    82404   \n",
       "62848     96  1452  205.333333  319.666668    3              325    82405   \n",
       "\n",
       "            time              timestr        lat         lon   cell  \\\n",
       "0     2024-07-01  2024-07-01 00:00:00  72.250000  114.750000     -1   \n",
       "1     2024-07-01  2024-07-01 00:00:00  70.050000  252.649999      2   \n",
       "2     2024-07-01  2024-07-01 00:00:00  68.096154  163.884618      3   \n",
       "3     2024-07-01  2024-07-01 00:00:00  64.916667  168.916666      4   \n",
       "4     2024-07-01  2024-07-01 00:00:00  63.178571  246.392858      5   \n",
       "...          ...                  ...        ...         ...    ...   \n",
       "62844 2024-07-02  2024-07-02 00:00:00  -9.333333   95.166666  16388   \n",
       "62845 2024-07-02  2024-07-02 00:00:00 -10.450000   97.350001  16389   \n",
       "62846 2024-07-02  2024-07-02 00:00:00 -11.083333   93.916666  16633   \n",
       "62847 2024-07-02  2024-07-02 00:00:00 -11.750000  155.750000  16223   \n",
       "62848 2024-07-02  2024-07-02 00:00:00 -12.916667  160.083334  15662   \n",
       "\n",
       "            time_cell  track      time_track  ncells  \n",
       "0                 NaT     -1 0 days 00:00:00      41  \n",
       "1     0 days 00:00:00      1 0 days 00:00:00      17  \n",
       "2     0 days 00:00:00      2 0 days 00:00:00      90  \n",
       "3     0 days 00:00:00      3 0 days 00:00:00      31  \n",
       "4     0 days 00:00:00      4 0 days 00:00:00      27  \n",
       "...               ...    ...             ...     ...  \n",
       "62844 0 days 01:00:00   3805 0 days 08:15:00      35  \n",
       "62845 0 days 01:00:00   5390 0 days 01:00:00      23  \n",
       "62846 0 days 00:45:00   5460 0 days 00:45:00      20  \n",
       "62847 0 days 01:15:00   4497 0 days 05:00:00      31  \n",
       "62848 0 days 02:00:00   2307 0 days 15:00:00      64  \n",
       "\n",
       "[62849 rows x 16 columns]"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Tracks"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "ca0f1878-6c09-4259-87f4-ad0bb737ce8d",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:04:29.329559Z",
     "start_time": "2025-12-21T04:04:20.350255Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:33:19.494463Z",
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     "iopub.status.idle": "2026-02-02T20:33:27.902366Z",
     "shell.execute_reply": "2026-02-02T20:33:27.901793Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/seanfreeman/mambaforge/envs/tobac_dev_3_13/lib/python3.13/site-packages/iris/analysis/cartography.py:435: IrisDefaultingWarning: Using DEFAULT_SPHERICAL_EARTH_RADIUS.\n",
      "  warnings.warn(\n"
     ]
    }
   ],
   "source": [
    "Tracks = tobac.calculate_area(\n",
    "    Tracks, segmentation_mask, method_area=\"latlon\", \n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cdbdf8d5-0741-48cb-80c4-0050bc9e5494",
   "metadata": {},
   "source": [
    "## Conversion of object masks back to Healpix format\n",
    "\n",
    "To make subsequent analysis, we will tranform the object masks created by the segmentation back to the Healpix grid format using a reversal of the previous regridding using `healpix.pix2ang`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "00d0d3ad-a963-499f-9332-44c0b560cc7a",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:04:29.379503Z",
     "start_time": "2025-12-21T04:04:29.374230Z"
    },
    "execution": {
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     "shell.execute_reply": "2026-02-02T20:33:27.908852Z"
    }
   },
   "outputs": [],
   "source": [
    "remap_lons, remap_lats = healpix.pix2ang(\n",
    "    icon_ds.crs.healpix_nside, icon_ds.cell, nest=icon_ds.crs.healpix_order, lonlat=True,\n",
    ")\n",
    "remap_lons = remap_lons % 360"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "e4db884e-6263-40b2-b6a7-e342b8f9c3b3",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:04:29.475468Z",
     "start_time": "2025-12-21T04:04:29.411179Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:33:27.910533Z",
     "iopub.status.busy": "2026-02-02T20:33:27.910452Z",
     "iopub.status.idle": "2026-02-02T20:33:27.964621Z",
     "shell.execute_reply": "2026-02-02T20:33:27.964113Z"
    }
   },
   "outputs": [],
   "source": [
    "segmentation_mask_hp = segmentation_mask.drop_vars([\"cell\"]).sel(\n",
    "    lon=xr.DataArray(remap_lons, dims=\"cell\", coords={\"cell\":icon_ds.cell}), \n",
    "    lat=xr.DataArray(remap_lats, dims=\"cell\", coords={\"cell\":icon_ds.cell}), \n",
    "    method=\"nearest\"\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "e29bd876-5ef1-463c-806a-35226a3ab8d8",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:04:29.531855Z",
     "start_time": "2025-12-21T04:04:29.525441Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:33:27.966175Z",
     "iopub.status.busy": "2026-02-02T20:33:27.966088Z",
     "iopub.status.idle": "2026-02-02T20:33:27.973197Z",
     "shell.execute_reply": "2026-02-02T20:33:27.972793Z"
    }
   },
   "outputs": [
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       "  --xr-font-color0: var(\n",
       "    --jp-content-font-color0,\n",
       "    var(--pst-color-text-base, rgba(255, 255, 255, 1))\n",
       "  );\n",
       "  --xr-font-color2: var(\n",
       "    --jp-content-font-color2,\n",
       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.54))\n",
       "  );\n",
       "  --xr-font-color3: var(\n",
       "    --jp-content-font-color3,\n",
       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.38))\n",
       "  );\n",
       "  --xr-border-color: var(\n",
       "    --jp-border-color2,\n",
       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 10))\n",
       "  );\n",
       "  --xr-disabled-color: var(\n",
       "    --jp-layout-color3,\n",
       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 40))\n",
       "  );\n",
       "  --xr-background-color: var(\n",
       "    --jp-layout-color0,\n",
       "    var(--pst-color-on-background, #111111)\n",
       "  );\n",
       "  --xr-background-color-row-even: var(\n",
       "    --jp-layout-color1,\n",
       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 5))\n",
       "  );\n",
       "  --xr-background-color-row-odd: var(\n",
       "    --jp-layout-color2,\n",
       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 15))\n",
       "  );\n",
       "}\n",
       "\n",
       ".xr-wrap {\n",
       "  display: block !important;\n",
       "  min-width: 300px;\n",
       "  max-width: 700px;\n",
       "  line-height: 1.6;\n",
       "}\n",
       "\n",
       ".xr-text-repr-fallback {\n",
       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-header {\n",
       "  padding-top: 6px;\n",
       "  padding-bottom: 6px;\n",
       "  margin-bottom: 4px;\n",
       "  border-bottom: solid 1px var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-header > div,\n",
       ".xr-header > ul {\n",
       "  display: inline;\n",
       "  margin-top: 0;\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-obj-type,\n",
       ".xr-obj-name,\n",
       ".xr-group-name {\n",
       "  margin-left: 2px;\n",
       "  margin-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-group-name::before {\n",
       "  content: \"📁\";\n",
       "  padding-right: 0.3em;\n",
       "}\n",
       "\n",
       ".xr-group-name,\n",
       ".xr-obj-type {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-sections {\n",
       "  padding-left: 0 !important;\n",
       "  display: grid;\n",
       "  grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n",
       "  margin-block-start: 0;\n",
       "  margin-block-end: 0;\n",
       "}\n",
       "\n",
       ".xr-section-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-section-item input {\n",
       "  display: inline-block;\n",
       "  opacity: 0;\n",
       "  height: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-section-item input + label {\n",
       "  color: var(--xr-disabled-color);\n",
       "  border: 2px solid transparent !important;\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label {\n",
       "  cursor: pointer;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-item input:focus + label {\n",
       "  border: 2px solid var(--xr-font-color0) !important;\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label:hover {\n",
       "  color: var(--xr-font-color0);\n",
       "}\n",
       "\n",
       ".xr-section-summary {\n",
       "  grid-column: 1;\n",
       "  color: var(--xr-font-color2);\n",
       "  font-weight: 500;\n",
       "}\n",
       "\n",
       ".xr-section-summary > span {\n",
       "  display: inline-block;\n",
       "  padding-left: 0.5em;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in + label:before {\n",
       "  display: inline-block;\n",
       "  content: \"►\";\n",
       "  font-size: 11px;\n",
       "  width: 15px;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label:before {\n",
       "  content: \"▼\";\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary,\n",
       ".xr-section-inline-details {\n",
       "  padding-top: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-top: 4px;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-group-box {\n",
       "  display: inline-grid;\n",
       "  grid-template-columns: 0px 20px auto;\n",
       "  width: 100%;\n",
       "}\n",
       "\n",
       ".xr-group-box-vline {\n",
       "  grid-column-start: 1;\n",
       "  border-right: 0.2em solid;\n",
       "  border-color: var(--xr-border-color);\n",
       "  width: 0px;\n",
       "}\n",
       "\n",
       ".xr-group-box-hline {\n",
       "  grid-column-start: 2;\n",
       "  grid-row-start: 1;\n",
       "  height: 1em;\n",
       "  width: 20px;\n",
       "  border-bottom: 0.2em solid;\n",
       "  border-color: var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-group-box-contents {\n",
       "  grid-column-start: 3;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: \"(\";\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: \")\";\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: \",\";\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  border-color: var(--xr-background-color-row-odd);\n",
       "  margin-bottom: 0;\n",
       "  padding-top: 2px;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "  border-color: var(--xr-background-color-row-even);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  border-top: 2px dotted var(--xr-background-color);\n",
       "  padding-bottom: 20px !important;\n",
       "  padding-top: 10px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in + label,\n",
       ".xr-var-data-in + label,\n",
       ".xr-index-data-in + label {\n",
       "  padding: 0 1px;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-data > pre,\n",
       ".xr-index-data > pre,\n",
       ".xr-var-data > table > tbody > tr {\n",
       "  background-color: transparent !important;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
       "  color: var(--xr-font-color0);\n",
       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
       "  stroke-width: 0.8px;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;segmentation_mask&#x27; (time: 97, cell: 196608)&gt; Size: 153MB\n",
       "array([[0, 0, 0, ..., 0, 0, 0],\n",
       "       [0, 0, 0, ..., 0, 0, 0],\n",
       "       [0, 0, 0, ..., 0, 0, 0],\n",
       "       ...,\n",
       "       [0, 0, 0, ..., 0, 0, 0],\n",
       "       [0, 0, 0, ..., 0, 0, 0],\n",
       "       [0, 0, 0, ..., 0, 0, 0]], shape=(97, 196608))\n",
       "Coordinates:\n",
       "  * time     (time) datetime64[ns] 776B 2024-07-01 ... 2024-07-02\n",
       "  * cell     (cell) int64 2MB 0 1 2 3 4 5 ... 196603 196604 196605 196606 196607\n",
       "    crs      int64 8B 0\n",
       "    lat      (cell) float64 2MB 0.25 0.75 0.75 0.75 ... -0.75 -0.75 -0.75 -0.25\n",
       "    lon      (cell) float64 2MB 45.25 45.25 44.75 45.25 ... 315.2 314.8 315.2\n",
       "Attributes:\n",
       "    threshold:  225</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-obj-name'>&#x27;segmentation_mask&#x27;</div><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 97</li><li><span class='xr-has-index'>cell</span>: 196608</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-14e25ad1-e221-48cc-8568-d11a40a81547' class='xr-array-in' type='checkbox' checked><label for='section-14e25ad1-e221-48cc-8568-d11a40a81547' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0</span></div><div class='xr-array-data'><pre>array([[0, 0, 0, ..., 0, 0, 0],\n",
       "       [0, 0, 0, ..., 0, 0, 0],\n",
       "       [0, 0, 0, ..., 0, 0, 0],\n",
       "       ...,\n",
       "       [0, 0, 0, ..., 0, 0, 0],\n",
       "       [0, 0, 0, ..., 0, 0, 0],\n",
       "       [0, 0, 0, ..., 0, 0, 0]], shape=(97, 196608))</pre></div></div></li><li class='xr-section-item'><input id='section-6626f1fe-621c-4c18-b89b-a0b33ceda76a' class='xr-section-summary-in' type='checkbox'  checked><label for='section-6626f1fe-621c-4c18-b89b-a0b33ceda76a' class='xr-section-summary' >Coordinates: <span>(5)</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'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2024-07-01 ... 2024-07-02</div><input id='attrs-db1062a0-e60c-45d4-b871-98169dc28d7e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-db1062a0-e60c-45d4-b871-98169dc28d7e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ca6b9caf-f3b4-42e6-a608-a41db1f2b241' class='xr-var-data-in' type='checkbox'><label for='data-ca6b9caf-f3b4-42e6-a608-a41db1f2b241' 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'><dt><span>axis :</span></dt><dd>T</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2024-07-01T00:00:00.000000000&#x27;, &#x27;2024-07-01T00:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T00:30:00.000000000&#x27;, &#x27;2024-07-01T00:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T01:00:00.000000000&#x27;, &#x27;2024-07-01T01:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T01:30:00.000000000&#x27;, &#x27;2024-07-01T01:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T02:00:00.000000000&#x27;, &#x27;2024-07-01T02:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T02:30:00.000000000&#x27;, &#x27;2024-07-01T02:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T03:00:00.000000000&#x27;, &#x27;2024-07-01T03:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T03:30:00.000000000&#x27;, &#x27;2024-07-01T03:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T04:00:00.000000000&#x27;, &#x27;2024-07-01T04:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T04:30:00.000000000&#x27;, &#x27;2024-07-01T04:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T05:00:00.000000000&#x27;, &#x27;2024-07-01T05:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T05:30:00.000000000&#x27;, &#x27;2024-07-01T05:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T06:00:00.000000000&#x27;, &#x27;2024-07-01T06:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T06:30:00.000000000&#x27;, &#x27;2024-07-01T06:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T07:00:00.000000000&#x27;, &#x27;2024-07-01T07:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T07:30:00.000000000&#x27;, &#x27;2024-07-01T07:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T08:00:00.000000000&#x27;, &#x27;2024-07-01T08:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T08:30:00.000000000&#x27;, &#x27;2024-07-01T08:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T09:00:00.000000000&#x27;, &#x27;2024-07-01T09:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T09:30:00.000000000&#x27;, &#x27;2024-07-01T09:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T10:00:00.000000000&#x27;, &#x27;2024-07-01T10:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T10:30:00.000000000&#x27;, &#x27;2024-07-01T10:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T11:00:00.000000000&#x27;, &#x27;2024-07-01T11:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T11:30:00.000000000&#x27;, &#x27;2024-07-01T11:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T12:00:00.000000000&#x27;, &#x27;2024-07-01T12:15:00.000000000&#x27;,\n",
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       "       &#x27;2024-07-01T13:30:00.000000000&#x27;, &#x27;2024-07-01T13:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T14:00:00.000000000&#x27;, &#x27;2024-07-01T14:15:00.000000000&#x27;,\n",
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       "       &#x27;2024-07-01T15:00:00.000000000&#x27;, &#x27;2024-07-01T15:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T15:30:00.000000000&#x27;, &#x27;2024-07-01T15:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T16:00:00.000000000&#x27;, &#x27;2024-07-01T16:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T16:30:00.000000000&#x27;, &#x27;2024-07-01T16:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T17:00:00.000000000&#x27;, &#x27;2024-07-01T17:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T17:30:00.000000000&#x27;, &#x27;2024-07-01T17:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T18:00:00.000000000&#x27;, &#x27;2024-07-01T18:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T18:30:00.000000000&#x27;, &#x27;2024-07-01T18:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T19:00:00.000000000&#x27;, &#x27;2024-07-01T19:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T19:30:00.000000000&#x27;, &#x27;2024-07-01T19:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T20:00:00.000000000&#x27;, &#x27;2024-07-01T20:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T20:30:00.000000000&#x27;, &#x27;2024-07-01T20:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T21:00:00.000000000&#x27;, &#x27;2024-07-01T21:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T21:30:00.000000000&#x27;, &#x27;2024-07-01T21:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T22:00:00.000000000&#x27;, &#x27;2024-07-01T22:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T22:30:00.000000000&#x27;, &#x27;2024-07-01T22:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T23:00:00.000000000&#x27;, &#x27;2024-07-01T23:15:00.000000000&#x27;,\n",
       "       &#x27;2024-07-01T23:30:00.000000000&#x27;, &#x27;2024-07-01T23:45:00.000000000&#x27;,\n",
       "       &#x27;2024-07-02T00:00:00.000000000&#x27;], dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>cell</span></div><div class='xr-var-dims'>(cell)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 ... 196605 196606 196607</div><input id='attrs-b97124b0-4fff-448c-9d68-3858a818602f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b97124b0-4fff-448c-9d68-3858a818602f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4d06dcd6-5ecc-41cf-8982-eedb0509cb7d' class='xr-var-data-in' type='checkbox'><label for='data-4d06dcd6-5ecc-41cf-8982-eedb0509cb7d' 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>[196608 values with dtype=int64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>crs</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0</div><input id='attrs-4705954b-931b-4bdd-adff-032e9ebcf275' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4705954b-931b-4bdd-adff-032e9ebcf275' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7dc25acc-1c70-4e37-aab9-12ad44d8cb99' class='xr-var-data-in' type='checkbox'><label for='data-7dc25acc-1c70-4e37-aab9-12ad44d8cb99' 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'><dt><span>grid_mapping_name :</span></dt><dd>healpix</dd><dt><span>healpix_nside :</span></dt><dd>128</dd><dt><span>healpix_order :</span></dt><dd>nest</dd></dl></div><div class='xr-var-data'><pre>array(0)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lat</span></div><div class='xr-var-dims'>(cell)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.25 0.75 0.75 ... -0.75 -0.25</div><input id='attrs-5a324b6c-c773-4d7b-a0b0-d73fa90445b7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5a324b6c-c773-4d7b-a0b0-d73fa90445b7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bee66dd9-e782-4a51-b67e-2bbefebecf62' class='xr-var-data-in' type='checkbox'><label for='data-bee66dd9-e782-4a51-b67e-2bbefebecf62' 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'><dt><span>units :</span></dt><dd>degrees</dd><dt><span>standard_name :</span></dt><dd>latitude</dd></dl></div><div class='xr-var-data'><pre>array([ 0.25,  0.75,  0.75, ..., -0.75, -0.75, -0.25], shape=(196608,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lon</span></div><div class='xr-var-dims'>(cell)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>45.25 45.25 44.75 ... 314.8 315.2</div><input id='attrs-bab715d8-fb23-45f9-94fd-1e9baff9b01f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bab715d8-fb23-45f9-94fd-1e9baff9b01f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cd75842f-feab-4946-98c0-2b5a9bd7680e' class='xr-var-data-in' type='checkbox'><label for='data-cd75842f-feab-4946-98c0-2b5a9bd7680e' 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'><dt><span>units :</span></dt><dd>degrees</dd><dt><span>standard_name :</span></dt><dd>longitude</dd></dl></div><div class='xr-var-data'><pre>array([ 45.25,  45.25,  44.75, ..., 315.25, 314.75, 315.25], shape=(196608,))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-cdd7cba2-c239-461d-b821-6a12e62992a9' class='xr-section-summary-in' type='checkbox'  checked><label for='section-cdd7cba2-c239-461d-b821-6a12e62992a9' 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>threshold :</span></dt><dd>225</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray 'segmentation_mask' (time: 97, cell: 196608)> Size: 153MB\n",
       "array([[0, 0, 0, ..., 0, 0, 0],\n",
       "       [0, 0, 0, ..., 0, 0, 0],\n",
       "       [0, 0, 0, ..., 0, 0, 0],\n",
       "       ...,\n",
       "       [0, 0, 0, ..., 0, 0, 0],\n",
       "       [0, 0, 0, ..., 0, 0, 0],\n",
       "       [0, 0, 0, ..., 0, 0, 0]], shape=(97, 196608))\n",
       "Coordinates:\n",
       "  * time     (time) datetime64[ns] 776B 2024-07-01 ... 2024-07-02\n",
       "  * cell     (cell) int64 2MB 0 1 2 3 4 5 ... 196603 196604 196605 196606 196607\n",
       "    crs      int64 8B 0\n",
       "    lat      (cell) float64 2MB 0.25 0.75 0.75 0.75 ... -0.75 -0.75 -0.75 -0.25\n",
       "    lon      (cell) float64 2MB 45.25 45.25 44.75 45.25 ... 315.2 314.8 315.2\n",
       "Attributes:\n",
       "    threshold:  225"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "segmentation_mask_hp"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "46d61827-6a5f-4099-b153-be44a74cc29d",
   "metadata": {},
   "source": [
    "We can plot how the two masks appear in lat/lon and healpix format:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "82078047-de87-4a53-9532-548a2992b299",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:04:30.497004Z",
     "start_time": "2025-12-21T04:04:29.572307Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:33:27.974456Z",
     "iopub.status.busy": "2026-02-02T20:33:27.974364Z",
     "iopub.status.idle": "2026-02-02T20:33:28.854982Z",
     "shell.execute_reply": "2026-02-02T20:33:28.854518Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'tobac ICON segmentation lat/lon')"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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26l0hLbDAAgtqgoUZsMACCyywwII2DktpoQUWWGCBBRa0cVicAQsssMACCyxo47BoBtogWM9v6TdugQUW1AbuVcEtli1oO7A4A20ArB5lYxN23uODnfXYgKSlmqtYYIEFV/Z6wcZObCzFBkdsyNW7d2/LenGVwyIgvEqh0+nEDoLs486ueGzRy45rnNic4OwcaHEGLLDAgpqcgZiYGLGjKIMH7mrKzonssDlr1izRcpzVKxZcXbA4A1cRWFLGdrBsy7pixQpB88kTeMyYMTW2cbXAAgssqAtkEbm5khxYcBdLrilsHc4Ag/tHWHDlw+IMXAVe/N69e0Uv+n/++UdMTPbev/HGG8WGLM3Zl94CCyw4D61WK/r80zjy39w/gPNPfjB65k865eabLV3J4IZO3OOD3RC5DwQDEO4Hwv0juPeChW28cmFxBq5QcCMhbrLDB1MANP433XST2ETmall4LLBATnlxB02Oa+66t3btWrE9c2FhoTBGBoNBbG7F7X25aRKNMDcqohHmT/nf3B2Sm0IFBweLnR75e12gkSebRgPH72RXx5MnT4rfeSzHjx8Xx1Af6JCzOyQ3/ZIfPB4aT25CdKWC1536I3mDKLZI5gZod9xxh9hwy4IrCxZn4AqrAmD0//PPP4std7m1LicfdyWzpAAsuFrAHSaHDBkiDDyNe3x8fBWjyx37+vXrBycnp8rcNf9O486/0XngXCG9TYPOzyN7Zg5uVczcN6tqGN3TySDLRkPPnSqzsrLEHOMx0HiHhYVVvpevYSTs4+MjnG8adu79wKiZzgkfnKPcYbA+cItwfjd3AGX3yJSUFPE8c/TcHZQ0PHfdbO3gtaaztGjRIqxfv17s4nnPPfeIrbktVQlXBizOwBUALkTfffed2MedUQb7z3NB4vam3H73coIR2pEjR8SD2w7HxcWJjVTooHzxxReWfKIFDUJaWpqIngkadRpoGdzq+ZFHHhH/Pnr0KK6//nq0b99eGEk7O7s6P5cGnpHq77//XuPfSXHT8Nrb24s5xWiXlTf8fcqUKcLJoMEmA1f9c+sCmYxBgwY16u7ToeB5EXSAZCxcuFAY1pYGz4lz98yZM+Ie0CGig0Onh/eGzldDwM/g1szcG4P39fbbbxebZvE+WtCKcbm3TbSgZpSVlUm//PKL2O5UrVaLrWJ5u8wfPXr0uKyX73//+1/lsbi7u0ujRo0S265yy1s+V31LWAssqA0jRoyoHEuvvPKK1KlTpwvGe/UHt2yuDfn5+dLatWulJ598ssb33nzzzU3amtdoNIrthZsDnB+ffvqptH//fikzM1Navnx5lWPktsOcUwkJCVJzo7y8XPryyy/FXOX23dz+Wd7WvLYHt13m1uKNuVa7d++Wrr/+erFNN9cyrmlc2yxofbA4A60M3Jd9/vz5wrh269ZN+uKLL8TiyMnIPd9feOEFad26dWKPeq1We1mP9c033xTH5ePjIy1evFhasmSJ9MEHH4h97vm8s7OzNH36dGnr1q2X9TgtuLTIycmR/vjjD2nz5s3CKMv4v//7PzEuRo4cKT3xxBPSd999JyUnJ4vxQWPEvykUCvGTRicvL086cuSItGDBAjHGzA0TPyMyMrLK9x48ePACA8bPe/TRR6XXX3+9yvP8/tYGzmnzY4yLi2ux7+L9qcng1+cQ8PH88883+vsSExPFWsY1zcPDQ6xjLeHkWNB0WNIErQB0yli6Q1p93bp1mDp1Kh577DFRDtia1bnZ2dliVzwee2pqaq2vo4CLeVFLZcPVCznfzly9t7e3yPUTFJJR7Mq/13b/SclzfFQHdQEU/PF9pN053mTk5uYKet8cfI55dhksr73uuusqf2fun5/Jx2233SbSba0RTE106dJFpNiYImBvkOYG7wdz+3/++ad4UOfA1ABTIwMHDhT3ksLkN95444L3UsfANYq9SqZPn97o72Xfgq+++kqIMq+Uta5N4CIcCQsuEozsGVEzCnJzc7sob5m0H73v8PBwyWAwXNJ7w+8jhVhTFHHbbbeJY7Lg6gIjdt7bwMBAqUOHDuJeL126tJLFkh/8G+ligmObVPG8efOkm266SXJ1dRWvcXBwqDEtMH78eOm6666TZs6cKU2aNOmCv5tHznq9Xnr44Ycr/8bINyUlpc4I96+//pJaM0PINIhMz99zzz1SSUlJi3wXafstW7YIRrJ///6SSqWqZFX4XF3X8GLA8cA1j2sf10CuhZeb7WzLsDADlwGMmn788Ud89tlnQjT09NNP46677qpTDEWFdGxsLCIiIkQUToEVPfekpCSsXr1a/F0GFb0UTTUXKAiiUJDRG9XVrKlmrTFLq/i9hw8fFiVXjMrYwnTVqlVCeCSDCm96/Yx2XnnllUZHEw2JNqjEpliJx8Nr2rlz53pLxyxoPDjuZs+eLZpbyawPFfsE73337t3FuORzoaGh+Pjjj0XUOX/+fDz//POiJI/jgWPohx9+EOOXne6OHTsmIk12vqsOsgMcd6dPnxa/kxHgd5CVIhPBigK+5vXXX698D0VwgYGB4t+cL48//jiWLVtW5XM5FtmNk0p4ef5wDvKzWFFwuZksMgQ8bxmM0l999dUW/15ej08++URcL85r3j8iICAA3377LcLDw0XVA+83xZwXC64rv/zyCz799FPxXU8++STuu+8+MU4suIS43N5IWwJzoK+99prIpQ8ePFhEUoxoqiM7O1vatGmTyL9T6NSzZ89683jyo2vXruL9jQVFUenp6dKaNWukl156SZo9e7aIzOixy3lc8wejBx4Xz4O6AOaHzc9l+/btkqenp8jVfvLJJ1UijKysLKm5sG/fvhqvD4/ZyclJuuWWW6TPP/9cWrhwoTim1NTUykjVgsajuLi4ynWmuHXQoEFiPHh7e0shISF15p35t2XLlklpaWlVnr/11lsFi+Dn5yd17969xjFHES3HFBkFW1tbwSjwQaGd/J329vbSe++9dwE7xt83bNggPfDAA+Iz6ptHnKMTJ06UPvvss8s2Xhgl87qYn//bb799SY+HbMTOnTulb7/9Vjp06FCLfhfXD66JXFN4/bl2cM204NLAwgxcomiKLAAfffv2xWuvvSaanpjnyORo+8MPPxT1unWB0RcjXz5YXiU/mBNtTGvQ4uJiUXLF7oW7du2qsmMZNyZhBMbIhDXfLAtivTAjN5Ya8Txqqx8mK8BSw/3794tcLx/R0dHifFki9r///a9ZSg7JCLBenJEfIzl+L7+D19K8NKs6xo0bhy1btlz097c1MHpmRM5cM+viGfnzWr788sv45ptvxGvIyvD614WnnnpKRIGM7Nnilp/FqJPaApbWybX2hBwZM1pntG/OODk4OAh9AssBOZbZdIjHOGPGDNE2tzbwM8iw8bVkAtijQ+5XwJ4E/H72JeDeHuzN361bN9HQi8fb0PK65gbL/DgvCR4LS43NWYOrCZzXO3bsEEwIGSMyBXxYmL6WhcUZaOF0AOk2OgEULclOgAy5lSdpMnbyIuVZ5eYoFOJ9bGzCJh79+/cXgqzGdBjkwnfw4EFR/08aXW6VSgqSCwpp2okTJ4o9DLiw0shzYW6qmCcnJwceHh5VnuvQoYM4djZJopNBp0WuKSd4bAkJCeJ1pJ3luu+GgOLFu+++WxgDdkDjd3PBpoGgE8OmTKQ2uaizXwOvHdMYFEpZ0HDQENfU/IYGSTamsnPw4osvVv6dVC/r7elAcjHn/Rk/fryg8Gn4ufCzfwZpYt5zOp10JElPMz1Fg08Hg2kHzo/66vsJUtdMu/H7evXqdVFGk44PHWaKEXku7O3BuvnLkUJgWuWBBx6o/F12fq9myE4B+0vQIfi///s/S/qgpXCJGIg2BdJ733zzjeTl5SXqp0lPm9Os//77r6ArSYlWpydJYT722GMiTVBUVHTBZxcUFIh6ZNJ2LMli6RbptWPHjl1Qv0tKfMKECZWfTdqcNCprflneQ0r3p59+apZzJnUZExEhLX/2OemaoCBJVQPNa/5g/TdrrD/88ENB+Zr/jce5atWqBn0vz7/6Z69cubJZzsmC8+AYk6l4Xt9t27ZJixYtEvfvueeeq3L9x44dKyhelpLl5uaKEsA9e/aIHhQce/Lrvv76azFXgoKCLriHvXv3FqmHGTNmCKGii4uLeJ5lgkwjmL+WqSz530wZVP8szkN+/8WA4ty5c+eKz6MIkmWMlxrVeya0JXANHT58uLiXXFstQsPmR9saUS0MGsQVK1ZIXbp0EQ8afT7HB9XXzF1zMFdfrKimpcKaxr0mDQHBpiQvvviiMJTm7+UiKT/Xr18/oUlgHTB7ANCxaNeunTCsNTkWzYm46Ghp0/Tp0r4hQ6WILl3FY2lwZ+mumTPFufP4k5KSKtXmPC46JnL/hKioKKFoZu05n5s6dWqd38fzYTMT82ZMzDNbW1sLQzJr1iyhLmeOlY1PLLg48N7wGn/88ceVz3Fcv//++5UGnte/+vh2dHSsVUPw22+/CX2K/Ds1Mlzoze8nm9QMGTKk0smgg0GdAh0SNsuRX8teBKzTp8NRk96Ac4G6kYvNQdMJYrMvfibH1qUE1xTzc2przXvk9ZVBjPn6akHzwJImaCYwB8l6Wf6kqplqWFKnpONJjTMfSmqRNcOkvJgDZK0ze5yTNq1pf3DmZ5n7ZI9zKq75GtYAk1YnvV8TSL+TtmXOnOkA5j/lXGNL6yJOnzgB7UsvwzU7W6xWGQEB6PHrInjW8f2kOs0pV1LHVDOzlSm1E2wNS/U6rx9TAdyJkW2PmWdmTwaq1bnhC68ntQN88Jzlf5Nu5ucz/8tUS0uDeWhSy9RgkN5m5QSPubnAVAfHRZ8+fS5p/prjjlUj1AfINfoPPvggfvrpJ/F3pn6ozmfFCCs7OA6ZGmANO+l6jkXOD4JqdG7Qw3QQK1/42UyZ8XqxbW3Pnj1FqoHaA7lfAV/PPhz//fefqL7hNebrmL44deqUSAfJ4HdyXjHtQEqf94SVL8w/8ziYc2e6jefAc2msfoUpKGpUePycz7wXbL/NFFdL4vvvvxfXXAZTejxXXvMrFbzv1Gk0ZizzfnJ94DpL/dSXX34pflpwkWgmp6LNgrT9U089JejJp59+WvxeW1cx0p18yFFRbSA7QEqQERCjHKYaqGo+ffq05OvrW2OURaV0YWFh5Wf8/fff0t69e6VLBVYjrJ7/gnSiRw9p1TPPSDvGjpNWN0ENzLQGmRJGcmQ9xo0bJ6J9VgzIqnXSyoz+WcVQH0hT9+nTR1wjXkdWSAwYMEDq3Lmz6JRINuXee+8V6ZvmQK9evS64NzyGpoCRHxXcb731ljRt2jRx/uafy9/JoDDlxHG2a9cuwcA0J5hqYkdBpq1Ik8tKfpnVYUe56ufLsceKAR5TaWlp5Wf9/PPP4kEcP35cjG/W0rNzJXtRvPHGG5UsFztw8juoLCfDIzNJTE3IkTkfNd03RotkoapXFLDvADsPmjMYjDL5+T/88IMUHR3d4OvCe8LqiernzhbILQWOo5rmPtm0KwlkdLiOsUeFnNZhnwn2nmDqcMeOHQ2K+LnWcs2tbe21oHGwMANNd6KECp+CFqqN6/JOGeW89957og6fAjsqo/l7u3btxHsonJOjY0a/rIlmxPTWW28JIRSjLKqbzSNbComo4GYFAoVdlyL6r+067Fm1ChU/LoBLairSB/TH0PfeQ2ZKCjp3797o7ZQZzfPakB148803xTWSu9sRfJ4RZGOEU2QfuP86oyhGbxSU8cFqCLI07IT2+eef4+abbxbXn/eCDAUjRnPBGq83hZ68X4wsGc1Q1EZhGe8No2NWS7AGn9vk8r4xop01a1ajrgFV8azLZ/TDyImfP3ToUBHpMpJlFcn7778v2JLqu/ERrLCgGJTjjA9eUwpReYyMpikQrS6AYwROZT17WXBLWo4rvmbDhg0iEmbUT0Emd+PjWOM45jFxAx2yVLWNfQoA5ei+OnhPyOyw2oT3hZtuUXBLNojjnywbWQV24WP0O2/ePHEPOS94PATHAa8zz4mfQTaC94ZCRApKWcVCFoH3gCJWPihG5GspVOR950++juOEwlIKa3kvGwKK2vgZ5qAg8tZbb20RcR8FjBwb1dHaxYRkMzmvOZ7kNZDsDccp10XOQwqd5fHM3Q55L7i2cZzVxJzK4Dh59NFHxT3keOLntuZr0WrRSOfBAubH4+JEBMt+6X/++ecFXiwj++oRC6MUOcdXXQDFqOfXX38V/QHk58gEEBTKyD3d5TwqO6dd6i6DtYFsxLrb75Aiu3SVjvXuI61+4QVp9fz5UtypU9KVAPPNlswfjFopsqQmgdE+c9J8ngwFIxr+vfp7AgIChGaDEWhjwaiG44pCqdGjR4tcOyMoCt/q2hiHY4/iNr6OkTjHBru63X///YJNYL6d+gnz3v7saEdWhflX5t7lTYLk3D6j/ylTpojIlxH6nXfeWeV8zXPyrPPn5z/zzDMXXA/2DWD/CXPw2nDOsBcA8//Uc5h3DqR2pqb7waiRxyr/zmPmOZJB4/mS6anpfebnJd8/9tOoqZ6ebJ2/v784f2oDGgJqXXgNOFbIYsnfw3x2S4DHTsHmQw89VPldXE9ae+584MCBYgxynLDnCPdXqQlkVqrfP84FjmUKqzknqCMhk2R+zvw3xxXXUu5z0ZL7OlytsDgDjYBOpxMiJy6mDz74YCUFzs1WSItSuCe38uSjY8eOIoVAKre68vnVV18VLUc5+NlYiM+9/PLLla+TBX+kL80nRkMXqZYGJ198bKy0+tXXpCN9+wlnIDKkixAOrrn33itG3ERDyzaoFFz+888/gg5fv369ELJRIEbRp7zxkvkiT4ePFDivg7zjHMcEDSCNJRXnDV2QaDDN7zEp0//++69Zz5PHyXHKdBIrAOTUCR/Dhg0T44wVKrwGbG1N0OGUnU46Gr///rsw4pwDTFnREPK60QjKav/qDhWdCjokwcHBVV5Tk8iPhnjjxo0XPC9Xm9AQMPVV3YHj/OHz/DfvA3cBlJtc3XXXXZVO69133135HqYnSK+bN8DifDZPwZhvslQXaJgo7uU8533n+ylkbE4wUOB4YlMwjktWIpEep6CztQQGtYHrHK8JjXVDcerUKTEPDx8+LL3zzjvCwNPpYQpRvkd0wCgi5hzl+OR14D3k/KGoleOUa7YFDYPFGWggWLrHCFHOcXGAciCaG4rqO6sxwggNDRUsAj1jPsde61ywzCcwF2ouJnKkxdwp+3bTkTBnD1gG2FoigN2rV0sHBg6SwruGmhyBcxUER/r0kf776qurahJyq1syNczf13f9aRhoSGjs2EWN5XO1VYjIYL5Tvs9cwC7F4s7zoEFvyDk19PPOnDkjIj7z7YjJonBxJmtC7Yf8PLfOlUv1ZMeBC/6zzz4r3XjjjRc4AnzQ8ZDByJjOCecK/0YHhz/lfTB4PPJ+GXIumWOSTonsjJAxoNHgPZL/ztJF+Tv5GupT7rjjjgY7dtQi0OE/evSo1FygA2a+rnBczZkzR1zvKwHUV1DvYa5puhiQdaUDzeCJu1fK1Sx0FOj8ydeJazXXbOpTLKgfFmegAZEjo3hZzCcPNA7uMWPGCMqOrACjLiI2NlaU8tVEFde3yFMAxvfK27nKD4rp6Iy0FmRlZkpr7r5bGH/ZETjZvYe0edp0afeaNVLCFbJItSR4/ylMlO8ho1JSpDRg1Y0vf6fx4N71TEsw0rlSmJWaQFaDY5aOMKM5Mg+keckSyIu2bKBZdsqSPxpzLux0GlhCSIeKDACFgHwPI+Ga2myTNpfTbqxDN59jNPJ8/qOPPqp8TnbKZaZBFvSa9wKRo1k630zR0eGnwSHzw0icx1wb6PzwPNhuubnAVM3tt98uWBMeV2sJCBoKpnE4HprTyeX8oNCQ14MpHpZls0xV7llBkbAsOOa9Y/qurnSbBRZnoE7QAFO1TrrfPA/Kxau5I18yAdXpUdbSkrZuLTQgafFNixYJR2Dz1GnS6vsfkMK6dZf2DBsmrf34kxbvZdDaQYeQOfuMjIzK5+R7SVpejkrZV0GOkhjJkvalY2l+77mQXY0gndvYRZmLfl1ji2kNpjionWB1ACscSNnTYWekzt765vQznTQaeaYIyDbQ0a9uvE+ePCnu0+TJkwWTx9dxHWC0SeejNrCSgs4O98S4GKPN9zINwzw5x0NDm3AxjcBdHqk7oTPFdYXsCftB0FiSreQ1oXG8VI17eP94DtxHpCHg/WRTp7qYBHOdCR+sMOHOjtwHRWaWzBkm+b61pqCqtcHCDNQAGnpSW6QLyQrQ8yTVxBKrlgI9XFmkxcjwcmxFXNfkDDt0SFr90MMiBXA6KkqKiYyU1tx9j2AH1s+d22wU4JWKmJiYyoWHqR42V4qIiBALIRkBRstkkeTI5auvvhLbxcoCKQr6zOl1Ltit5f5fKWDKQ6b36bQz/VJT3p/3hBviMIctX+/qgl9ZMCo/mOpj9El6nk5BXZBTFtRSNDZdwNQNBZty+pFrEMvtGjoWzFMv8oPpGY5JpkUef/xx4ajweY631atXt/g4Ox13RrK2tZNGT79R+nnZujqdEDI0PFYeH1kyskQ1dRRlySvTN7XpS1i6SIaV505WRQ7k+Hc631dTGrO5YHEGaljUKXji7n8Ur7R1JMbHS6sff8JUKfDmW5WTiJHLoe3bpXW33S6tfvHFNrm7GHO2TBGRTjYXicoLOelJRoq8ZqRJqc4nZf7ll18KmpM9D/g6Gq2wsDCRJqL4jY4C8840WhY0HIwM5f4H8oOpCfY2kHs9MNqubkD4qB4x0jkwjyzNH3KvhNrAucFInmsIaerqFRV1gc4GhXHUC1Hs2di+ERTdVe9UyDHFMWje74LaDrmzIzUJLY0+/fpL3foNlma+sVj6vy/+lPYdqtlJ4nXjMTElw2oTuR9E9TRO9TWbO0zydWQMmC6qfs/kboV0GHlfeO5M6VpwHhZn4Bw4UKgupldK79m8WUpbg2jakpAghR8+LFoMH+/RU1p9//3SoW3bpKRqOcvcnJw262WztM1cnW7uPDK9w4Y5/JvcSIdldLJSn+B15KJXk8Hhg7SuBXWDUSZFlxSO0fAykmRESePO1IF8LfkcBWd0zuQIUhYYytEzyxdpJOXxzIiZDhnFjszb83Wk4BsaSfNzGJ3yvQ1tAMamSDwuilabCkbN1ccSx5759t1kOmWxHa9JS4NbMTOP//u/G6QRL/8lzXrzd+lUbFyN91NmN+jYUNDJ+VNfCpLnRSfbXKRq/mBaSAbXdq7xXOu55l9pGoyWgsUZoCAuK0tsiEJqiYt4WwYnRsSxY9K+wUOk4z17iTQA9QFr3n1X7DtAp6CtGv/qkPtCMA1QGxjd0ajPnj27cmGiDsW8zprRH8tSuUCZ7z3BXLUFdYMbItEJoDCQPQeoGZCvsTlbIz8YNTJ3zZQNdQAUGbLHB3PqcjdFVj+Q6frjjz+qOGaMJulUNGaN4BghG8T3UUhXn1Gj3oTfR13SxYJOCwWZ5ufP3LmsgaIo81KUJlLLwQifbAe/i2lXPmqrspEdNuo7mOdn74mGgtE+0ypyiSfvKUWmNRl83keu+XTwssxKTNsq2rwzwA1YOCDYOKUmtXJbASfLzhUrRAvh1Q8+VLnZ0K5Ro6UtixdLG2fOlNbcN0/oBa4WMPKgQWhs22aOE1YF8EGxGGnH+kBjb74ok1UguDial5DKm1axsYpFM1A3qOfhNWMKRgYFnDT0FMqxbwEdLHMRJ1MxdAYYHdIJ4HWmqJHGiX9jubBsNMn21BRlkkFoDCiYpIaEn8m1pqaKEvNUB1kL6k2aC3RAmIZi7p0lsoySqZm4FAJCsmVMe/BeNJSW531iZQ3BII1VKU1ps835U1/gwrnMtd/X11fYgraMNusMcCKwMQlzjN9//32bpoq4MP739dfSoX79RYlgeGg3US7IHgKrX3lVXCvmUBurAj8WFiGl1eKVXyowN8/FntGGTL1ykZB3T5TzjHWBEQwV6VQqU6VdfRc+RhaNEYpSVMZrwuNg3wkK3qj8Zk63rVdkNBRsFMVrT1qdOfHqoPHguCZzYJ43lvsSmHcLNH+QZSCjwM+lQappx0V+d1PA8SczRKxoqMkY83keA52aqwFka9gXoaauj7WBDgBTK2QUOHfpIPPRUn1W5BSxvb29sAltdXvkNukMsNyG1B1bkzanB36lYsfy5dLhvv2q9A2IDDnnDLz+eqMiVHriCYlJ0oK/10gf/bJc+nXFf9JTn/3Z4G5uzQUKhUgJm/eGYC6SnfYYacjPkU5kVFgTuCgwcpSpZ+YjKUjjZ7AUjefE3LS5DqAxkOnQpm6FSyqb/QvYLVEGHYr6mhxd6eB45D2hE1afcaBBYXWOrOeQt8hmDpu5efYZICPADZAo9GPagGkC2WCzFwGpdOoSKMwjK3CxBonfxbQBy0fZO4C5fI4nnhfvHStLGsI2XQlgtQIdKt6r2uZZTdE6lf9M9dDRo2MnVwSwOVtLBRcRERGiRJG2geOmraHNOQNUq8pUbFsWCcrgArRx4UJp18qV0urnnpO2XTNBiuhiaiu8e/gIad1nnzXYuGRmZkkvf7tEuuHtxdLnv/0rPf35n9K1r/0hfkZEn5JiTscJwxl/NkFKSU1tkfNh+SdFeXQC6OzRcFM8ZV62Jz+4YyEjFhp9GnbSxhwXpJHZqIY5VTnyr2+PgMaAixlTEzQKLCtkk5rGLnByGR0fzAuztFPeMZH9DKjEvloXNNagX0xrbhpfGibmlmmo6AyYg+Od959dP0nts+S3+rVk06QDBw40+Rw4JimoMx+PdDY4BuWSRwYtVwPY+4BRN50f8x4cdYHsmdxMig44NTZ0yPg72TmmO+RyZjoLrMBheohpIWptmtq0q7S0VKwBtBF0ZNoS2owzwIiVrU65+FIYZMGF4CLI5kFbJ1wrrb9hjnSikYvdL8v+kwa/+Lf0499rpMc+XSz9u2GbtOfgEaEa/vbPVdK9Hy6WDhw5Ln3w07KLYgpoOKnyZlkfS8VkkAYmvUgRHqNB83yhectfRoTMKdNpkHudyy1NzbelpdqazWeaGzQE1R0TNh2ic1LfdrR03n788cfK902aNEksjHJpFZvUMO8t96xgvpbnxs/mYslI9EpnDuTyM3YnvBjQCWQqgEa/tvQMDQ7HCmvazSFrC6hbaGqkKjuFNJYcy2QE5MqHS6Xyv1QgM8PrzD4b5nNWBo13TRu+cfMoeR8NOgVMn7ARFMc05zqFozVtGsbUBJ2+pmLx4sXCVtBmtBXBdJtwBkjB0ZskBdSYPcvbEjgZuTjyEXb4cJWa5IZg7Zad0v9+XSFNfX2xSA9QK/Dnqo3SHe/9Lo179U+pw/NrpCEvLRF/S06pfZJyQWCDHorqWHNNGp/iI9buM/Jl6Vj1HepI7Zpv6GTeCppOh8wUMD1ASp4GnzQkI2iyB0wnyK1vGRnQaLZkVQkNOoWLPB8abza4kXsO0BDwfOgU8NipcqZeQV4o5Y50NPLy+TK6pdKdUZEceclqeDbPorNAOpyLsayop1L7SgX3CeB5sLnPxbIf/Axe87rU5FT28/sYfZJ54r2goZCb41CA1lxpMKadOBaZnrra9CPUy1DdT2fdvJEQGTeOTTqsrL6pDl5v9nbgtZZZHM5V6jpqarIkPy72+kVHRwt2go56YzQPVyquemeAURg3EGLXrepdxiw41yBl0w6R1//4l+VSahN6qvO6vrtgqfTdX6vFYklPmkb1n7WbRZqgy/wV0oMfLxbfU5eXTSqelLlc3kUDyW5szBMyApM3t2GenE1I5GhYNohcZNgohhEFz4tb9FIlzEWbBpGbSzGKYDTRFHVyS4P9+2tb2LgY0YmgU8vfeW4c0xTENVSlzWvCLnp0gkh/y5QqKVjOk4bmdC83eB7MJ8v3nZF1U0HHiOxQXbtE8vvomPL7OMaoN+C/abho1BiFcry25Q1xHnjgAVEFwb0Z6HzXBqZXKJrl9SO7QodV1nHQMedPzvnqzhWd5+r7TBCc63JXT6YhGMlzPDSXs1tcXCx2xeQ6wvXpasZV6wxwAjPCIiXM/GlbrhaoDnriSckp0ls//iPd+u7vwgl484d/pBlvLJYOHj3RrN91+NhJaevu/XUqdFn2RAUxJzQXeS7MDblfZC+Y32cLV1nEx0iRnjwjN34eleF8jkIk2Xi01k2AaEzYKIdGhpSxvKkOe+RzwZQZEdZsc+FsaiksjT5r3rnAmTsc1FVcKfOERoCRJtMkdPabWifO6I9sE8+fTYlqO3+xZXd8vHAE6Egxfy2/luOPVDaN4dVE7TcGspMqa3NYvkhHtaY25XRqKXo110yQAeTzFGvydzrt5poQpuvktFj1tYSBh9wUqrl6NJiD95lpR9oS2pQrZY40FrhajR1FIFw0q4uDLJCkv1ZvlHrMXyYFPr9aCpm/UlqxYZu0c/8hKSom9pLmkymQYhQgbxXLKOFiautp8ElDknLkYs0oWJ64zB9Soc3vau39JHjMjDhl/QKNNp0YRqDmxvti66J5rck4kHKlcI2fyZ9X2uZQch07+w0wOqRRr2tnwZquN5sO8fxZPlofahKS0iAxgrxU7X1bG2jcee5y6SbZJ1bfsCKjvjWAwQDvQU1aGrIMMkvAag86CXKPDnMnuvr7ako3XCx27dolbAq//2rcAfGqcwa4uJH64yYwV6ua+mJAY//1H6ukuz74XdD3M9+ouS1oS4LGmJEDFwtOLuZiL3ZyUX1MURHve3XRH8+ZUQarAxjZtVZwQWSkKrcxlh8uLi6ComSOVGZPGtPvvqGOgbyBDQ3jlQReG2oi2DuCaSJZFMp1gHXqDQXTULzWTRWM8f7RUJAhuJh2wlciOMfIZJGRI7tFMMqn893Q3L2cLpBZBvlB555pMTICLO3kc3QcZPB5dlVkOpDMAf/eUn0aEhMThbaBY+tq0xFcVc4APURGCFzwLWWDtYP7CTC3//aPS6X3Fi69ZJEy7wkNDSNcTlxGEc0hkiIVSQqdm/tUr/nnAn3fffdV5ntrUjJfbvAakLavHt2w+QwrB+RcvkxVtxRNyc9lAybemytZX0PDxMoSuTSNwmFqThiF1pWuooaCzsDFsFMUe7L6gEwO0ztMIbQVMG1nvl8HWzjzJ51+jqv6xhT/TkeY14/C15oqbuR/U0dkDgYAZIbYf6Kl53hJSYlwnGlrriadyFXjDFA0Qq+UIrGrNafTHNizZo20acYM0WL48O49UvwlWKx4P+TJzUWSm49Q9Z6SlNTkhj3m4D1nNFaTaIglW3K029oMHHc9pPCq+qLHmmyWUV2OXQvZeIXqei6sTLNcyeDYYokYS0TNdzNk7pfpJO52R9BgkxW4mAZQ5uA4Y5RLJorXkk1s+PkX05fgSgDHM6ta6FDJ15rVL3xwflJkWV/allUwZBjk8krqM6rPDzYgktOZdNwogF27dq2YL/JrWrrJmdFoFOsObc7FCFhbE654Z4A3hUpxTva2Kt5pKM7GxUm7R44S2xGvmTdPbEDEfQhaeuJwEZQnKYVWnz/9tHTrgAHSi336SFEnTwojTqPY1G6QbC1LwV31umZ5sxI+5IW/tYAGqDoLQKX05aQeqR1gwxuWcTFCozG7WmqsaWToGPLc2GyIxobpKa4fdHx4D1hS2pyBBCNIipcZRcobBrFs8GoF9T8cx2y5TKffvP6fYkGW8/Lf1O7UpXehwJf3wnx+yLsR0jmgc0HhMB9MC1Z3FsgIXap9PZYsWSJsDwWGV3oQekU7A7zhpPaYd66pP3lbBWlnlvBUx8YFC0RnwUP9B0g7x4wR/yZL0FzOQEZGpvT9ktXSkjWbLzAipPGYz+UirAQkx3M935++807J41yOlx35mhL9MeowF34xHUEBE+lhCuJoCFobaChYIsk8N3satAajK6dT+CB7wwWdTXkudSvpSwFuQkSjwetOJ4HGhgLAlgIjWepkmENnSV1jN8dq7WBvD57bQw89JH4nA8BxxF7/MuvCB/uBkO7n2DKvyKjulHL8ye8hiyPraOhgmDcGozPA1Ax7TzB1wBTxpXb89+/fL2wQNT1X8uZiV6wzQCNA48JcMekpCyiezJBWbtwuOv39tfrCpjmbfv5ZiugaatqWeNp0adWzz0rJzSSyJDXKPcpDn18u/b22ZnEbdQrzn3tOeq5jR+lESIjUz8lZUpvtHdCU2mBZgUwmgLlC9iFgFMbF3dJgqnHgfvDmamzSroz0zPc+uFrAagMaL25kRLDJD8+7uYWZ5qChYKUBm03RqLHB0NUCOjsUcfIakj6Xd2Dkecqlm3ywxS8dMDoJ/J29QqiLkddwGnamceTXM7VAZpFaj8jIyMoNvvg57D3QWjYViouLE7aINqk5Up+XA1ekM8BIhd5la20ec6nBCbFxxx5p7juLpYEv/i0tXrlBCjt5Ulq68Adpw2pTpy8xgZ56WgoL7SbtGDNGWv/NNzXWADcEnMzvLFgqHI7tew9WPv/Kt0tE46G6mteEHzkiHe3TRzrWpavk6ugoFmTeSyqGm0KzkZ6j4ScbQJU9qUiyRWxKZEHjwDHCbnpyBMYFnspuOgR0sq70NsbVIetY5C2FqRBnzrulwcoZNueh8v1qAq8hdynknGZwwPVFZgdk424uqGSen+wMWQLqDMgI0Anl61j9c6XR7pmZmcIm0fm5Etm0K84Z4AVn3pkTqbUJwi4lOFFodDnoWCq499BRaeabi6WF/6wVzkFqSoq09IdvpP/+XVFp9M+ePi0cgeM9ekqbG0nJ01CQbqdieP/hY1Lo/BXSyJf/kg4dO1+6xWOpbwKvefdd6UDnEKm/q6uJAuzZpzJf3hSQaudCcu2114pFpTH15RbUnK+V2xZzrnHsyCLHpjqPrRUcq/JueMx3s8sgK1JaGjSIrKhh/ptVD1cTmP7g9eR1pMPDtCAFfvImWqywYOMe8+iZFTJygzAGGiwNZWrhSk3RTpo0SdioKy1QVeIKQlpaGsaMGYPOnTtj1apVsLe3R1tFVEws3vplNe75Yi0C27miU4f2eH1Gd4S2c8T6FctwcNUyqOwcoCsvx5ED+8V7fPz9UX7zLVAbDCiLiUFJSUmDvqu4uBg79x/G7P+tx3ML/kNxaTnGeZbh+9v7oX/vnpWvc3Z2hkKhqPOzXHr1wv+lpSK82PTdRpUVDAYD7rjjjiZdhzNnziA/Px+nTp3C6tWr0a9fvyZ9jgUm2NjYiHnGQMHT0xOOjo6YMGGC+Nu3337b4DFzJYBjddGiRVi4cCFWrlyJf/75B8OGDWux74uJiUH//v0RHByMwsJClJeX44cffsDVhIEDB+KDDz5Anz59xLU8ceIEJk+ejL/++gtDhgzB0qVL8cgjj4j1Oz09HZmZmTh58iQ0Gg3Wrl0rXpObmwuVStVsx5SSmob12/Zg254DqKioQEvCwcFBjCXaKNoqzqUrBQp6BLgCkJiYiPHjx4sBxsmrVqtxtYILbtKZM8iIiYG9uzsGjBlzwWu++XM1PjqpwDSPArx6x7XYtW41lGUlcFcrkaczwk4JKBWA1jcQQ0eOhK2trTC6sWFhSP7+e9hOmID+U6bAycmp3uM5FRuHZ/44gM4uSlzT0w8De3aFp6dHk87th6+/xgOPPgrPAdOQdXgNBgwbhagTR1BUVFSvI1ETOPG4mDz99NNt2jlsSXBh56JOKJVKDBo0SFx3Ly8vXC2gYTpw4ACmT58uzrEp2LRpkzBodJ451+hMBQQEoF27dsjIyMAXX3whnud3fPrpp+I93bp1w+HDh8X8vNrBNbxjx46VRpPXyRw+Pj7CeDIwoJNkbW19Ud/Hz88vKMTSrQex+Uwpurop8cItE+Du7o6Whl6vxz333IP9+/djy5Yt8Pf3R2vHFWFRk5KSMHr0aEyaNAlff/11kycrUVZWJm4UB2NTjE9Lgn5ZSlISoh5/Aq4pKVA4OsLh88+qvKa0tBQF+QXYEp0HPytHjLHNx9Hlf8BDpYJKY7oublZKlOmNUHbqhs0Rmfju2Fq8PqMnUr75GlaZmej+ycfoGBTU4An1+j/7EV9hh+v9bDBu2IAqk1Sr1YoIh4a4Pm+er/vs66/hG9AZmWfDYNU+FDk2flCpjjf5XsycOVM8LGg50AmXnQGj0SgWOEa3n3/+Oe66665WN4+aAhrsixlHjPr5fm9vb/GgY0Hw2nBec2507doVy5Ytw9atW8XvdAwiIyMFo/bJJ58IVmvo0KEXtb61dodLhlFjj1Gj+mPmzBl48803cffddyMnJwe//fYbevTocdGOAPH3+p344VgJ8o0aqGGL7gqtuLYMPMh4tSTUajV++eUXPPzwwxg1ahR27tzZ6h2CVs8M0FPkxeSCRJryYhaes3FxiHrlVRgdHTDknXfg7tG06LY5kRgfj4qyMpSXlCD18GHY/7UEZa6u0DvYw3rKFIy9+ebKBSXy2DEkfP01nE/FoDQ4BIZhA+CgNIKXhHexzGCAXgLKoYRRqUSB0hZu/oHo1y0YxopyZKekoGNoKDwbEdHRcUrPyBT/9vL0gJWVVeXfuJjN/+YfpBYZMa6zM264doRY2GrDM888I6Ij774TkHxwnXhOoVLBwc4ehYUFF3UdLWg58D6vX78e//d//yfSMdVpYdLrcsTXFvHll1/i8ccfF/8mG0Bmj3PWPKVCo8BAhiCLxWtGI7h8+XKsWbOm8nWzZ8/GH3/8UWWeXQ3gOnLw2EmcTUjC8gOxiFJ3Qpfik2hnyMS3335T+ToyAvfee2+zOEQFBQW476u1KNQqYKc2Ij3XiJ6uFchU2OGGXu7o2M4dQ/v3aVGWWZIkPPjgg9i2bZtwCOh0tla0amcgKytL5F0GDBiAn3/++aIGCAfj+nffg/uG9cgZMwZqH190nTwJAZ064VKAERWjevly29nZiehg7TvvwHnTZtgVFCA7KBB6FxcM/egjuLq5XeA0JN15F1wzM2F0cUbc3NmwsbOGRqFAvqSArWSE0dMXPh0D0KtPH+TnF+CHldsRnlmOpyb1xMC+vRp0jFzATmzbBm1REcbecos4Xh53emYWIuISMXPC6MrX8/k1W/eid5dAhMWexeTRQ2qk6snGcIGbN28eOo2dg9Nb/xHiYivPjujXsxuG9OqC//3vf81ynS1oOXAOvfPOO3j99derPE9DSJagLSI1NRXt27ev/J2GjNQ/HQQymt9//70wBDfffDOmTp0qol8PDw9BVWdnZ4v3MG/OXPZTTz0lmIPbb78dv/76K64mUNdz/afrcUbrgIe7aBEVGYlfPn4Fao0Gep1OvIa0OlPAzYmMjExk5uQipFMgfv/yR/jt3oKzDt740WMkSm3tMdW3HI9fNxL+fufvYXOD6yoZtKNHj2L79u3i/rdGtFpngAIbWSy4ePHii/LeuIht+OAD+C5dCo1Oj7TgTvB8/nn0HDSoWYUqdTkBu7dsgiEtCeQ19JIC3a6ZBI1KhdOPPQ6PxEQUeHnB+f334BcYKBgLUuo8Z0ZlpMxyc3Kw9/XXEbRlKwrGj0b64MEYPPYaGIxGuLi4oKS4uDLip/HV6XQoLCoWDpRPO+96rx+PMWzPHmjffRcF/fph0HPPwcXVFcs37MC3B3NFXdBATyM+enRuvU4ZrzcjI76O1OD4G+chavda2IeOgk3nIchZ9aF43c+Ll2DqhHFN1h9YcHnANAHpbHO00mWkxUHj/9NPP4mIj+xJ7969xbUgDT1lyhT8/fffVV7P+SzPxddee038JG3N9+3atQsLFiwQz5FivvPOO3G14MzZBNy84CDy9FYIsC7Fe9d1x7Tr5yInOQ49e/YUFPr7778vUiktAa5vOx54EB0OH6bRw1a/fvis742ASoHJ3iV4596pDdJPNRVcE2+99VacPn1aOIct+V1XlTNAL5kTiQpTqk5lyoyHeuTIEaFI5YTiwKGYKSQkpM7Py0hPR9TOnXB+7z0kjx2LIfPnN4gqz8vLw5mwMPG9ds7O6NanT4PpKToz+bm5SIg9BWVWOuzVCqgUCmEk0yUVZt09TwzQgytXQpeXjyK1NX7Lssd9Q9vD09UJn22IwsNjg4WzMmJwf2z88Ufo9+yFg7YM+jvuxOCRo2qMwsMio/HhqqMYGeSM+2+c2qDjzcvNxcF598M9IQF2xcUocXJEwcMPI1zpjI3x5Zjb0xWj+3eDs5MjXF1d6/28jUIhrQCcnfDca68hLDYWQdfcCn3v2Uj59WnoMs5AaWWLTZs2Y9yollNvW9ByYH48Pj4eYWFh4neO5bYggqsuGLz22mvFvw8dOiQYTBnz58/HZ599JipcuD7JaRQa+927d2Pz5s1iLWCwwId5Pp1rGw0kI8mrBTxHqvqPRsbihW35cFTpUFhSAeWpzWhvSMO+vXtF8PDWW2/h0UcfbRHdxOHt25Hz1ddoHxUFySjh3+DR0I4dhPFDumH9sXg8PGM4Ovj71XseZKwpnjVPWVM7xftKRujff/8VFRTr1plSoeavoXiUDiGFps2hi7iqBYS82FST0lum0IaOwNmzZ/Hiiy+K36nKJc1C2oneVkMoNZ1WC9/u3ZH01FMYMW3aBRR8dWRnZWH/t99S1g+1nz9Utjao8PamrLrO9+3evg2ZCfEMzXkmcFMq4KIEFBqTwl+rVELl5Iz2HQLFYGf0MP6220Qk/9TXK3Cy1Ak/7UtBO/sU5GiVCPT3rRycE+67D7jvPhw5eBDde/WqdeHt2a0rntLp4e/b8NzU4X//hV9kJJTsO8EURlExsgoK0at/V1w72A1BHTuIkrOGwt7XFyWffIoPDh9CjE6HW594GYWuXXAwJlY4AoRRWwYXh4Z/ZnWcPX0auenpSN+zFwPvvqtROggLLh5z5swRc4+LGqnyK80ROHPqFCIXLYLPpEnoP2pUk50BgqV05o4A8fLLLwvDLzsLXPjnzp1buVYxYJCjQ6YTOnToIBwGMoJc41phjHZR4HpHKr69rw/Uqj3YGZWKv5OdIfW6AZ08C7FwwQLBDDzxxBOiUoVpYV6T5kTowIHY1qsnpOhoqI16jCqLRXGZH7oGXIvRQwc2SI/Wq1cvRERECGd4xowZ6Nu3L9zc3MT9l9M+xH///SdsmblTQ1vGNNDYsWOFjfvzzz9blVi01TEDzJtxgaHYgj/lch1S4byApNNYq3vfffeJ/AtvDHN0zYWwQ4eQsGgRNNnZaPfkk+g9ZEiDc+0b//od7RQGSojPNdwCDBKgN0pQB3eHt48PQrp2vWDQLV+/Da/uyEe5pIKdUofOthXo7KbCuw/NafHBwmP//t3P4JEUh+CDeyFBgbQ5N2DwvHnw8PRs0GdwYduw+zCmjR0qmAxGNLdOnYqU/Hw8Nmoctg5+ALkKO+Ru+QFFh1eJ9wR27oozMVGNPl6mPxg5rXv/fSjDwuF38iSyX34J5Wnp6Dh2TIPZGwsuDizn5FxkNDR8+PAr4nIyMmM6be8PPwKnY9H+0GGkDBmMKd9912RhcvUF3xyM/idOnCheQ8gVBATZgujo6Au+l0EO1zWyni1FmbcGkDm978vVOFlsj7kBWjxzy2QRHLEMj/l1XieKVS9G9b9kyRLBIlOvcf3114vnTuw/gPRPPoF/WBiMajUS+/eHy9wbMWzKFDE+ZBaa/5ZTyOap5C5duojKEaavY2NjxXO0P6wKIZvz/PPPCw0NWWWuVTWlockscM5QQ9KatFKtyhmg0vztt98WilL+ZEpgxIgR4sLxAt92220i30IwUv3u22+Fl1VGitLODh2aQdFMVqC4oACunp51KuPNDeGuNWugKMqBg0oBtZLKfwUUkGBUKJCpsIKVgyOmzJ5Tqz4hNS0NyWmZ2HnyDGaNMhkzH2+vS1I3TwZm58HjsNco0dHHy6Qx8PevU81MxycuPBxB3bvjTEIS3lt5FOHFdpjpmouSVb/gu7170U6jwaftfKDs1htfdZ2BpLwsnFr0IgKCQ/DoS+/g3pnjhIPXGJyJiUHkggVwGzMGuk8/hWdyMiApkC1YEAUc33kbfVuwaYwFVcc97x+jm5tuuumKON6db78NdXo6fI+fQEbnYGhuvBFdR46Ej5kAsDlA9TiFgzI4j2UjItfWs5LglVdeQVvG8fBIhJ1ORE5ROYaEdkSvbl2EsJr9CHi9GBi+++67Ta5C8/X1rfIctR0sYcxIS0PYAw/AurAIzjk5SJwzBxNfmI/Nuw/Ax8MVCqUS+8Li4GJvjdj0AozvEwRnRwcEB3YUdodNuDZu3Cii/BtuuKGyF8fx48erfJ/sNNTWLI0NljgGHnvsMbQGtBpngNQQBRa///47rrvuOhF1fPfdd8Lb4sWn50Vv8auvvhJGNS89FZ0cbFABJZyUEvKgxogZ112S0g0ex44lS1AafQrKtFSU9+4Ba5+qC4peWwHbwhzALwjXTJ7SoAift+JS12z/tHQd3jusx5O9gEdumVHr69jBq1/3EBxbvgyGffvhFR6O3Pkv4I2TeqTo7KEqLYT7ipdxKDkes1xc8bKnJ2yVSsTcdTesBg7Go/ffi4zMTJQWF+GGux/G3TdMRVxcXIMmAtMo2775BtZbt8EnLg6SUgmF0SjEmDne3sgfNhTKjAx0ePhh9KhG11rQMpAXW+bEp02bdkVEogeWLUNFeDg6bNyExDFjYJOYgP4//1xv2rAx6wI77TFoMQeNGjsdsrMeS6QZ2JBitsCErbv349G16ZjlX4F3HrpRrIGvvvoqPvzwQ8GesHFTQ8DgkWWazMuTvr/xxhsFM2AOsgQUpEccOQK1lRWSDh1Cz8mT0e6c4/D7yg344mARvK20KDcqROO22HJHOCq0eCC4CI/cd1flWk1tG/si0GYdPHhQMEDmHQ4rU8HjxwstQXXnhELca665RlRatYbx0CoSFqSVOYGYT6OBINiVi54TRUr79u0TtA3VusOHDYNtaRH6uNjBWa2ClwawViqgkIwNErddDCKOHsWaN9/Cf88+B/f3P0CHFSug0mkxau4tmDr7hiqP0H4DgPYBGDJylDh2eZCQOiJk6tAcl9oR4DG4ONgKR2DutVWpXuoxmL+kIV66bgt2RSVDo1HDuHMXAg4cgF1pKcJ3H0eGzhbajDPI/P0pRORm4KVHH8XbPj6wU1AsoYAyKQGx4ccRfyYOP/38EwYMH42lP38jKDK5NrsuMJLa8tZb8P/5F/jEnRbZF6XRAO51SOYlv08f2J4Mg7JvP4sjcImNK9EQ9qw1IDcrCyGjTWWxap0OnTZtgltiEgry8prl87/55ht06tRJrGMMZmgkZONDKpjjnWsZUwetYeFvDWClBXsusANpu4SNWLzpIH5Z/JdID9DB5JpZF41uvq5SpT9y5EhR9so0clBQEO6//34RsRO85mQbyGSxEqZCoUAXBpr33lvpCBDXDu2HDrZaaFTA1GBbvD6tK57soce93ZXoEBAohO006hTMUgfCdDVF7qwq4d+Sk5OFo0DGlQwRGVb2kvDz8xNOAf8ug/aNTiKD4GPHjgFtXUDICIM3inQJO3CxbzW7DcrlN3Jehh5ebkoSisOOwFutrGzEU6I3olhtg8FTp7SoOpNef/yatVQjwvbUKaT16A7fJ5/EgKCgGpsXhXTpAnsHe2xaugTWFWWoUFfAt0cfpKRsh5/fOGRnn8KUKQ9eVgEJv/v6SWMveJ7X9bPfV2PNmQqYEh7Ah7O6ioFdkpGB9zMycKi8DIFnEpB1ZgeKoveio6cnXr7/MXTfuQtKOjoKCX8olfhowQIxaSk2m3vDDXC0s8MrrxQJB5AitLpAh2TnDz/CY/sOqHQ60z1XcHMtHhWQ1LsXFJ6e0GWkI2jchedhQcshPDxc/GxukVdLIYPNvd57H5D1DZIE64oKxB86dNG9Rhi9ct3ieOY6RTEZxy5ZTBofNttilHs1dGpsLpCypwGlkaQAVQ6O7vm36utqKolmgMDrTU0AgytZeElBJoNI3g+yMdSYUdFPXQs7PJKZofNBNov3iF00GZAwdeDg4CA+28vLE1/NGw8rjUasd3x+6IC+ld9dmpMuPpPHzPcT/F5G/ubg+9hkig92o2SPFQrgyXjzuLge0t6xyRQdGdpAsgtsydwmmQFGnVRl0mN69tlnBd3CfLR5ba58cR566CHoyspEbttkCgCdJMG5Rz9cd/d9YlC1JJiamPzSi5jw8stQ3HIzRi9ciF6DBtXaxTAtNRVHVy+Ht7ECLtZGuPquQXHJI3B2WYKi4odQXpHRKhcH6he27NqPP2P1OKt1RLrOGu/NCEGXTgF49IEHccf2bfizIB/R5eX4b81vkNKjMbv/ECxu1w5DVq2GU26u+JwTZeV4LyoKXbt0qYwgqbpmhERvnh41Fdd1gQvBqPvnoYiVAuyyKPJaChjUKqQFBsDm+tmY9MJ8TFi8GCHdu1+S62PBeYqT5VVXSufBgO7dYVVSgo7LlyMjoCO01tZQGA0oqZbnbQrYH4D4+OOPK6sKOHZ5jbjGffTRR61yrl9O0PARdJJkBpLCOl7LHTt2YM+ePUIfJvdiqM5KkUUmBU9tBg0q96whc0wxH6Nv6g7oKPB5ijL5fQwyyTSwa+aPP/4oytKffPJJ0T76jjvuqIzO23l7iwoB2UEwB9MPBMsHG4rBgwcLwS2NPvU17D5J9oLMBZ3G5557DuPGjcOsWbPEdWhzmgF+Lb0jUmf0mBjV0yGgdoDCCxkcLFRoEjfNmYObxo6E5OQCqSgfzoEhGH3NNS3eOEiGrATmINt98Bj6dg/B7+t2o7jCRP0HeTlh9iTTpkL/LV8K9xJSkBIMDhHQe2ympBBGowb5+dMxdMij8PdvPQspnbBFq7Zia1whwkoc0F5ThkmBVvBwtEE7eyVuue12FORmY6KnJ+5+9FEMvesu0U2Nk48Mw57ly1GanAIpKhKBu/fg3YwMrCwsgJutLUpUKhSWlkKn14sSUYpDG7o4UjQY/9TT8BXpIwl6tQbJ992L0fffL8rZLIvs5YGcm2WfAfaSbwjkPOvvq7cgo6Acg0N8cc2oqs2LmgIuqHJkSSNcE9vG793+yy+QtDoMvPkm7HvjTTiHh6MgNBQT/vfpRbGKXK9IQcsOAds2W1D/Wkomhf0ZGMk3VizNSJv6DBr+6qkqRv9yeoFRP4NMGnymEMgqcP0hjU+6n2OYf/vpp5+QkJAgqH32h6jLppBNIBPwwgsv4KWXXqo8do4xBjhMEXFt5JhkSoKpI56rvEESxyvLTqmXog3kd9MhokPA9AbffznWtcuWJiCFRs+PdLE8EXmRzG8CFw/ZESDUugooFRICevQSZW8+1QQZLQlSTB/8uQk+Ttao0Bnw7xkDVBsTkaK3hwQ1WKHvdqYIh+OXYqhNPtxZYqhSAKoS6F32C0eA9LZO9zSmTb1NqGYvJzgZ5C1VCV73AG9XDNXq8eqAEHh5uMHby0uIe2bdMBcaazts3rQJgf7+COjcWSy45hTxmLlzxc+TBw5Ae/AQTpaXofhcyeUnnTvD08UVuXNvxOP1LJRcJFLT0ivbg0b+vhhB5xyBPHd3VDg6YuiddzbL9cvKyoadna1lt8MmgNEVQY1PQ5wBzuWtuw/gg83x8LIxiqob27PpuKZpJf5VsP6NN2F3+LD4t3refRh1rozMHFxjJj7wQOXv/ec/D21FBWxsbZuUquP5sDkOtQLVVeIW1A+uNwz0WLd/yy23iEi7IQaQBpY9CKKiosRn1HTv2LiI2gw6qly3mdKi0SYbyU6H1BEw8mcvAFawkZl++eWXhVaBvQ64F05NKUw6LewlwIZSdCD4nvfee0/8jUadjaPIajCFwSoCrmX8Do4TOhDUNFAwyCocOjH8STEj2Q1WKVBbwNQBUwt8T5twBkgB8YKyhwAvqgw530NDRQ//kQfPT15Co4Ao30s5G48evervtd9cYOesPzfuxz9JdiJBQeMvtOySqGwTz5G+zjNaI61IDy97CSqFUjgAepeDgLoQCoUEvd4K3l6hl9URYP0r+8szh0aQGuPk4GCcPHY4JklS5QTbtn0H5tx2L4ozk/Dt9z9g3PjxF3TdYvdCti0mFadRq5F16hSSCwsQUV6OYCtrnNZWQDtyFNy6dsG0e++t89g4eY6cCMfCrRH46ok5SIqPh9Pu3aJ9aJ6nJwpvugkKlVJ8X3Ng6ZZ96Bvsh369uiMnNxc+rXgTkdYGWbjV0DbhjMg+2hIv5sr8WQNwIiYBvTo3k96gpBg+Z+KhV6uQcPwEYOYMiHr103Hw8fKsIjC+2HJCRntUgcsg3Uza93L0BkjPyICri0ur62hXH5hzZ96f+XL2kmlIVQrXLxp1YsWKFTX2IWCkTrtCZ4BMM5lcOhvUpbFsnQabzgJZTUbje/fuFQyCDDLUdBDoMBA06ExFmFP41cuimQZgMMson4JAGTTq3HuCqQGmMVgqSRaA6W+upRxD7LRLsBKOr2OjKjoFTHFc1WkC5oVofEixmHs/ZArkMjOyBTu3bcWT//eM+P3OaZPQp2sX+AV2grvOFp2vmwi/Di23HSQvyYmIKGRk5+Hk2QzsSixHeKkTDFBAJZ3rKXSurdD5mgAJLioDXmifgfZWWrGLoMEqC5k2pyGx14AmBFZWrrj22nsrb35LobZGKBQz8RqTwjJf1Ligk57i/eCCSQeBu6zJW9Xeds+DSLfywVdPzq3C3OTm5CLy4EmURGcDpcUwxO8BJCN+WrEC+wA836MHnti1S0w25udqot7ioqMRu2kzht5xOw5u2oJXDlagu4eEru4adFm/DH6nY5A6bSo6TJuG7gMGVO550Bz4c9VGxKQXQKs3Ii7fgC/umyAERPKUsKQgaged9tDQUBEZ0bGvDycjovDpmmP48O4JYi8KuYy2Oa7x9r//QenatVBVlGPoDz+I8fzTik0o1RpQoTdi5Vngi1lBGDawH5prfpFRY135G2+8IXRPFIbJrYVbche86qAB+nn5BhiMEorKdbBSKXHHtFEtXlnVnGAUzX4xNNT1gWsTDSVZZe5dUxsoPO/evbtYc+i4MvpmakG+ZtSlMSCiraHuJSEhocr7SekzFcBqEDKg7BJJcLwy8qe9IqhVo2GnqLAhGxDxu+X9ZmoDv5cMBccXd8G8Kp0BfhVzNIyM6RHKvbl5o3iB+WA7ShqgBx54QAyOF+++DZOHDRaiQbXeCq6pHZDgWIQRj05tkRaoIp+zdD1+PFkOtVJCht5WGHZ+P1n/OyVrDFOohSewDTosVmhlZRtcVXq86p8BO0UFXHr2h4OTA9r5tBef6e19aaJOsSHH9z9g5Lz7hACGzVa4YJMqo/fNlqj0UPk8QcPKyUDtBj1R5oJDQrsjOyNNUFgUtfA+5ebli1ai5vdy408r4ZSgQHutC3QxG1EetQKlRiNmxp9Bf29v2AwahHXr14v2qjWJcYj/PvsM/gsWItPfH0mSI77vMwsL7uqHXzYexdyBgbC3t0NQV1MlQ3OCC8RDny/DtlxH0XXRT12C/56fIqKKHf/8I9pXd2lgLrytgvlVUpu8v/UZdUZVBYWFQpzV3Nj3338w6HQI7NsX7f39sXHHXjz8XzaM3MobEDXiGx4fCt9mUGrzfBklynOH40g2/nQuN0Vn49snZrd4lE6Dwu/nz9zcPJSVl+Odv3ehQi/h+ydnN6p9+OUGI2Gxmdvu3fW+lq3pAwMDRaqAnQrrAm2MeUMsuXup+Zhk7r56ifNXX32FDRs2iKqDTz/9VHSRpGNBMN1AzYG8QZXcyKg5wbWVPRLIILBs8VIFJZe0moC5ENIpNP7yCTIyZRTKagFugyqXa8j1mG6BwWJC25Y4wSslEGqtFRwLrbB37Y6W2aL1pxX43wkjcgy2SNfZijyAcEQUwNOSDW6BFbpABT+FEocUesEIuKvK0MeuEB9d6wmDtQodR12DQUOHoXuP3nB397hkjgC3Od76zLOw2rwZu39ZJJ5j90bmNTmwOMg5cGVHgNQmmRpGNwQ31/jwt3WC7pd/P5uUjCMnI3Ek4ryok8jKzIJLghLeWidkqPKQVxKL+Ntvw/NWGuQqFLCrqMDS5ctFSqI2R4BwCg6GQaFAu/gz6Jp+Bo+e3YDlS9ZDrVai/9Ah6NqrV4vs7c7x16OdHXw1pWIS3NbDHvuW/I2NX38DxcKfYHWFUa6XA3TsOX64YNUHOu4t4QgQ/cePR++xY0W9+JHjYfh4awI0CiNu9C9BkFUxRnmWw7OZto2VHQH5/GXjQv3JspNZCHKzapHxag4asRe+XYrvl6zFnPf+xt3fbsKp+CTMHRyE4UHOV5QjQJCuJ9PEpkH1gYELc+9cx+RNsmoDDSoje/l91eNejkkypXI1CMFqEAalTCtQiMgHHQD5u7iesV00Ayy2OOa2y2yI19xrEwNhMgPVNSlXhTPAPQQoBqRSUqawePNJXXMPazoKMv1LEQ69RHYe7BQUhFwbJxQV2SBf0iJhiB7G0a7oO3ZQsx8jJ7afqx0qJDbMEXfF9AcF0AsqTFJooFIYEeOUgSjHTIwIKsa9ncrx6x298Pf8G3DN6OGYdftd6Bra7ZJTzPR6T37/PZQlJcDNN2H8A/dXLhykuUg7eTq7i5rXX8/V/j/3zDPY8P33oqyGIDPwxoNzsHb1SvH7U/M/wj2/nkBmXiEmj6mav3L3cEdaBzXCOhfC5jp/nLXV4rMVK7AtPBzD3D3wd1YWbmhAYyFtSQmyAwKQ0K8/cvr0wIwFX+HZ+Q/ijXkXisCaE1ywn7h1Or68oTu8VGVIyimGcfMm+H3/PTyTkhDx3XfiGllQO+gskjmieIqpoMsF3kvmjhml/7o9HDEVjiiT1Ego0GP189Px2WNzmiU1J29MJIPnLePgySicKHZETompsqglQSN214S+yC4uR19vKzhbSfD2cMW4EYNx7+zJuNLA0jrm4GmIq3cMrA6uq3KHR1mdX9dryW5SKE3m03wMkBHg39nhlk2iZLBxEEFbxDQCnQIaf7JgMnPBlMa3334rOuTyM5gmk9MIzQXaSFZB8NrQdl4KXJLkFiNuenLMSbPWUwaFHATLS+hhEUwbMFIlXcuBwYYO9Oi2LduAchd7jL1mZIsea3B7T4yOi4XeqMC+QicYFQBlgzdBjXiXTBj9bODRKQBBXu64rlPgBe+/lPlCc5yOjISGIioXZ5SdPl058MkGcIBT/a1SqmBg9z62f/7jD9wdGIgOJ06KSUUdAVMIpHx9fXzhZOeIjMizeOr5cbhu4pgqzg3vx4YtO5Hm7IR1iz5B58WFWLR7FyokCc/cdRcOHziAYFsbvPLqq1Xy+6diYgWtWVRcgsEDTVUM1o6OsHvxRXFMRZm1pxNaAswn9u3VHfNiEtDVzxN54W5Q6sn2mBxBsilxUVEI7d37kh3TlQTeW9Z7M1/ORashNG9LgOOR6wYj4vuu7YuTfx2HQVKgTzum+KRm0+gwR01hGueIueEgVGyRLeIGhRjjLbUO8Hz46NYlRDyIvYeOil76vbuHXrIy6+YES/yYxqSQkM2CWJdPA07GoHoTHgY9coWZXOpdGxj48HP4+bwfrF6gg0/GgEJEgt8ri9hdXFwq9xqQQT0IBYS0W+aNhVimyB4IFACSYWX/Ab5OrrJpDvA7aTNpO+lst7htkS4BPvzwQ6lLly5SWVlZlecLCgqkl156idyNFBISIg0aNEiyt7cXv3/yySfS5UJScoqUkZEp/bxsndT9heXS/M//lE4eOSGVlJRIrQmZGZmSXq+XkhISpPU3zJH2DR0mbR8/Xlo/Z44UeypSHO/OzRulu8bMkfxdfKQOLr6Ss5WtuL5jXN3Ea7dMmiQd2LtXCg4OFs8fO3ZMWr/wX6mjS3vprsGzpYT4szV+9z8r1kqdQrqJ9/AxYfx4afE770jfvfyypFGppCcee6zK6/Pz86Vfl22SFi/fIJ0+HVfvuaWnpUmpycnSpURyYqK09dqJUkSXrtKq556TVr/5lrT6kUeks3FxksFguKTHciXhr7/+EmNg27Ztl+X7Tx45Lm15+x/pv6+XSmfPxEtRp2Kk6JjTLfJdWVlZlWO++prx+P/+kOJqmS/NAc7nv1ZskJav3lTleZ1OJ505971cY3Nz86QrEWvWrKm8tnwolUrpjz/+kM6ePSvdfvvt0pw5c6RJkyaJv/3999/iPRUVFdJPP/0k3XbbbdLQoUOljh07Si4uLpK3t3eVz+LDy8tL8vDwqLQ3f/75pzR16lRJrVZXvmb//v01HtuyZcsklUpV+bo33nij8m85OTniu2m7Zs+eLT3++OPS6dOnpYceekiaO3eu9PHHH0ulpaWS0WiUrrvuOmnGjBnSI488IkVFRdV7Tfg+2s6PPvpIamm0uICQnhm9JlJsNZVK8Oup7OT+A/TWWLNMuohe+OVWcyenpGLnkXDcOGXcZYv4awOjk+N/7obXYD9kfvYpvKOiUfHpp/DpHISYU/tRVBIPB4cAqIt/gPW2e/D59iX4O2wdhgR0Qp8BfXH9nXdixPjx4rNIQ9GjZenNiF5DYbe1ACO/vRkvX/8EXv7jA7ErZF5uvmivXFRcJFgbNg+iVzxv5Eh0nzULA3r0gO7FF/GatTXik5JEHo6sjnkZJSNtRpP15VS5q9ihTz+Fbe/eGF9t05eWRNLZs8i6fjZsS0th4Pamd90Jrz//QnZIZ4z5+ecrLhd7qcConH3WGXVxHreEsLcuZKSn49iKvQhNcEe+qhR2t3dC566mqLklIFc+sccCq3DMo9aWrBRKS0/HlmNpCHTRYvjQwTW+Ju5MPA6ciMVNM6+5rK3OmzqOuBMgS8vZD4B9+0nzy2CNPm0C/0aKntEyNzTidvdkE7gtdPv27QXFTqaTv7PMj+lo9gBg2pn3jNUIZAOoUyAbwI6Gy5cvF3aI9H9tXTW5UyFZCebyWR3F8kQymTwm9lNhsymmI/h3lhPKoO3g93D9oBaOvRWonaON45bN9d0nniePnZUUPKeWQos6A/xo3kAaeIoDLyeasiNgTaVCl2NnQRmkxfZv3YOynCJYn9LCr8QBxQe+gaHgLFJvuxUOA7sgO/cT2NllQKk09fCP+q8D5n+5HfZWtrhn/E146bf3hTHnOcnn8dnnX+KpJx/He59+j/GlXfDZ0k/wT/h6/Ld8DcZPvxbzH/g/rFm5GrE5Z6HVn8+JPjl3Lm6OOwMrLZ+TEF1uwL2JpzF2wkTcdvdDGD20d6Nr92mQw198CXbXXYfh1826pE4Yt6+OunEu3NNSBeGr12igV6uR/+wzGHfLLZfsOK5EsESL241TVMfOcA2dI1FhYciMjYWLvx969je18m1IyWFczGkY9AYkRcZDFVUCrbWEbrne7PGJBJtcaEZ5Yci4qptvNRe44HNTIorIzJuiXYr5v33XPgzq37vG+noiIjIK0XHJmDh26CVNubVUetncuWIak4aTwSIrohhg0vDTgWAev6Fga2L2EeB4JbXfGEiSVLmXgtx0jaJ3jge2OKajwsoIOjF0DlnxwP13qInjT1YpMOgl/U+nkudAG1kfqL2iUJGvbyn706LOAMWB9JbogTFKvFwGNSbyFBJXhSH4xv4ICLowz18dNR3fsRMnkZtXiKKScsycUrX5zqWcHCcPHYdxbTra6Z2hz45GzomFqHjzNQwYPx6bNy+CUfoe5WUT4eK6BNlZwB23JSDIpyN+vulDFIaqMPGemRcsMJ27dEN8XAyuGTcBO3ftgFanFe086VWTLWD1R1+/7nAN8oKPv6+IhmzValgvWIiEslKU23niuNaAg+kxCGnfCf/3/mewcXTBjRMHNDqaTk5MxMnXX0fft95q9n3m60J6aiqOPfccPKNPwa6oyKQaVQDZvr7o8++KKuPXgprByIoLNoVPzL3WV17HebZj6T8YlZuDDL0eGdzpEkC+vQNG3HrrBY6gvFQd2rkfJTmFsDpZhvblLlBBzpNLiHPIFt1A9WoJE+ZXzf82B3bs2InX3vkYOzatbvBCbkHTwSozlgjyJ3sLcN2l40mngGJ05vSbopOg4Wb5OhkD7rHRWJAFq2l800moyTZQjMgNq2TQJtJxZmMjRv71sQOsAGNDK67L5uWSzYkWC7t48HKPaPOFdOee/UjIKMG4waFo377l2gmz41lutmnTnDNbw+HQxxO29vV3/iOVvWzdLgT7u1WK3Lbv3IuUUnsYK7iDn42g4oI7nacHLwVIQwmmwmCAs8FkYLXOXsh74ikMHzNGUO+hoWNRVjYIZWVFiI8HAjqOx8hRb2Prtm2I71GGUWOr9n5lfTIpsuysdPH7yfATgv4cP24sDv67tsokOZYcAfABiM2GdKWl2JiUCDeVCvblRgS4B+HL6a8gaMQAaHydENjRt0m0OsvDtPPnX1JHQHa07NLTTd0Ovbzgkp0tJrW22wCs3HwIYwd1hd+5FskW1F52RxqTam9GMizRYllWTYtmWkoKTv+3DgEV5dhta4dQvQG9VCrsV2jgEhp6weKYn5eHAz9vgXWpEnZaDags8tK5QC2pTJU/kKCFAYYudvAMbIf8dfE4vOcgBgxvvqojGiM6OxwrN95yVxUxtAXNDzp/TDMzBcWSvsY07qkPLBXk53P9a4ozYGVlJd7PzqsMernWsRdBbUEiqxHY54XpAZbSc568+eabovSRjAHTG3WB+y+w5wEFlqziaYmtw1uMGaC6ePv2Hdi2bau4QNGnYtE5OAgrtoVBbeOIQUF2CA6+uK1Da0NUWCTSVkfCv8jUMlItqRHjmQ1lO1tMuHVqvR7f0rXb0c7NHmXlFejQ3hvHzhTC3qMDStOjISnUUEo63DJr3CXNyW38dRWkHC38sxzhZLQTjZAyNQXICtRj+I3jq9CGnCjJKSkoLS3DwUPHcNcdN+OFNz7Aq889XsVA7957AGeydMgpKIM+Nxb9NBKy0tOwevNm/LH/QI3HoVQoYZSMsLO1xRM334c7s1WwDZoAhbWDUNakXKvEoNFDrzhVs6D/kpNx+uBBaPPzoVzxL4p79kLJgIkw2tjC27YME8Y1QyP9qxx0wknDsj6a9C0bxLA0y3wfCy7mET98h25KJcKNEjwkIzKUKnRUabDV3Q9OTraYMHbEBem5uNg4JC49AbtyNXx1LlAYOf/YMopOuulnpGcGhj04CbnZOUg7m4LB1UpimwqyHSwlZD6ZnTlJT7dkY6GEhETh/AcGBqAtgsEk2w6zoqwhDYYaC0bjdOY4rn755RcRbV9qXRiZJTZc4m6GTDPUBx4r2ydTr8AdYK8IZ4B9AqgTeOGdr9E3tCNKyvXQGlWw1RhRarSBraIMN0yf0CJU+4Ht+2DYlgH/CjdUOCah3DkO1kV+KCv2gfN9oehYz+TiFr4RUbFIL7WBrasvpJxIaPWAxq0TtLln4GijgKO9DTzcXNHBv/0FPapbAuwVcPjD9Qgo8zi37AEp1vnAGHcMGVtzXjQyKhoRMYnC873vjjl44aVX8e7bpuZC5li7YSvKHUKgS4/GjPwk3P3Dd1h9/DieHD4XG2OO4UiKad96wsHKDq+NfxSb0g/grkfuw5DTftCwJwM3aOBxKrTIGKOG2loNK1trcX+79uqG43uPoCyvBFYO1hg8fniLt2O+GFC8dOjGuSgdNx4lnXtAZ1TBy8UKE8aOvOyC1isN3IOELAHnCKld+fpRJ+C4czt8VCrsU2vgVlGBbBtbodGo8PZHVrkVuvjaVDJz5jh5+LhwJvK2nUVIwfmI7oxdNspcjOgwuiu69W7ezpEURZINYwti5nwvRRDw79rNosXw7OkT0BZBZolGmh3+qpf7Naf2gx1v2WnQ1dVV3F+2FGZTIzYU4l4BtXVBZJki1wqWP7JPQVP2pKCdpBNA8aJ5r4O6QHEihfgUfdPRbvXOAHd8yi4ow2NvsLGD+BrxvK68BPryQugrStA70Am9e/Vs0udnZWVCq62AnZ1DZQOj7OwsHFyxHh0SXGGvMiIz9DeUOZ2BwTofViW+KC9zQ57CFrZ5PWHj0AdILkPvu0bCy6wrGi8FPfKdx+Jh6x6IiuwYjBzQRUTDMXFnMXhAH6zetBc6WEFl4wJvmyJcM3Zks6YCGFFXp9fJVuz9aDW8S5xgZ9Qg1jUb3W4bBt860ixkB5jOCOkcLAYsvUlOruqIDA+H/bEIlBXnwlsy4L0Dh/DRr79i9viJWL1rm9AK5BgK8MKdT6F9jwB4nQByewAd+3VFxp/hsNNZwcaohoPRFom22TAOcoXj7rLKWK14pC2KT+ege7IXCrmD4yxv9B5o2hO8KeA9yszIgEGvR2F+PjKioxE8ZIjoC0AnoymUX/U0UcSBA2jfOQS7D4ehwsobVtoMGIyAWqXA9VPH12sMGNHxGHmsHF9XGkvSnKBAi/X4ZAtYscJrwk6Z5Rs3w9/KCgXlJcgaPBg+HTri0LFwFFt1FDtklhVkINjdgEG17CfACoKYo1Fw3l2O9K56BA0JRXCIqXtpc4Kbp9E4ULTGTWSqGwgK9s4kpmLiuJHN2nkw+lSMGEfdQi/9xketATSujNypV6oLTHWqVErBSBFqtQbe3g1fAzgeWW2wcuVKca/JSLDvDa89DTQZIfP1mOsqA12mB2iMaZQpFKTTS8U/19naqhGqg++jZoAbI7EqoqFgK2SeL7UUrdoZ4KQnlfHV9z/BKWiUWKQV3N2PJ19RDJXGGmW5yZg1pnutitjaQIOfkZGM2NjHYWVdgOKiCRgx4inhFGzc+BjcHSLgH/YQch0SUNRlCZTcRpjeiNg7AFBVOMH/0ItAmTvKoUfRBPtKxTEvw8mwCESkARpbR+hyTuGGqWNMpY/rdsNWZRAKXZ1OjzXbj8HK1Q/9/ZXofK59cnM4AodWroRbSAh6DTCpqmUwut+7ZAsUhQZYlSvQ/7EJjRK0Md/GbT2pYq1e9kXW4dTPP8ELkmiudORsPK75yLSjIZWxbNxBb5mTg8b2xKHDKEhKRPCgwYjcdgy9rh2IsK2HERBpjbiOJVAW6BGa4y12cZQUEgqVZVBKCjhINsjUFMHz3p7oEND43eo4SamOpmMU/fNPoGKDe0WUGCWk2zrhVOAwVOQn4ZYZo5rN+HKyHj12EgmlrqZxm5+KGSO71Hvteb/SflsEvko3dTo6BLRNqrdSoNq5s8j7UkRF5TUX+j6Dx2HitJsxKiMCpxR6aHRGJAcMgcbRXaTASrITMLavn9jUqDY6XpTXLtmN8Q/PbBGKl3OfizvHPlmO6k46Hce/1x+ExsETffyUCO3apdmPoa2CDhiNLZtaVZ9bxUXFcHB0QElpKbbtOwlrtQJlSlexbmtL8nHd2O5ircjLy4eLi3OjGb2cnBzh+DE/P2nSJGGoWQ7IdYXttxlwsASROgCu26wooTPBskGur2wBz/HIn3SEWVrPjZDIJvCz6UyQeZB3TeTnskyxoaDGgHOKGpbmbHLU7HwXLxwFEko7U6tICrLkbX4r8hKhKy2Ao7IYqalpjfpcemLbd9yFxKQ74eCYCmsrRtEnsX//Ipw5EwGFohiwLkSyxxFouw1DWRm3nzzfTpgOgVPaUFiVeSHJPg/l013Rf+R5cVH82bOIyDCVNLnoE4QjQE+fC1FQO0dYa9TYe/Ao3NxcMW1MXzhqUxDYjIt89IkTGFCQh7yzZy/4G52mIXPGAi5q2A5r1yhHgAOHneFI1da0qHLwBt9xJ+xvvR2RnYKxtbik8m/0ytkBjE5Awpkz2LViBXTHjiB48GD4+rVHvynDELNuHWzKMlDoEwcHP2so/UwizWTrPBQoS5FnXYpCTTkqFDpgshf8OzZtt8mT4VEoKCgUx1vU3g+OKiXijRJyRoxEYUiw8PdoRUjdNRV8b8TxcOF171izBdlZ2cgrLILa2g4KpQq+DtoGObB8TbpPezgqlTi7ZQuO7N2LyBMnxMLR1sCFjvohlhuSJWDZFVMGP337MQ7v/Ac5ZYXwKilBha017IrOwDc/FQrJCLW+ADsORiAsvPa+7zTOtkGuLZbr5ZrDaJFGoSYxLMejt6MEVykDnYIChaEKj4hqkWNpa+Daa16rLyMlMRkxP+/DwT/WYMvecFh5dEW52hNumiJoC1Jg69Yem7bvE+Ns/+HjOH4iTMy7Ldt3IyExsUHf7e7uLgw9hYFMC7EvAbsYMiKn8JD9AWjn6OiyTJslgomJieJ4afsY7XPc0/gz9cCdDblTL8sN+Rq+lw4BP5N6msYGxVyTKc5tDJtwyZkBGh16QszFHDwShtQKV0SeOIA9W1YipFs/jLx2Ftw9fVCcHY8e/g7o17dhbV7T0lKwa/czcHU9DIXCaDLxCoqVvFFe3glqVTqcXc4IEqC01A1lpUFwcj4JjVpb6Q/QWlgXdUROzrUYMvUueLdrh/Djx6Cv0MLKxgZnolKQa+uE3oEu6N2ras6Rl+jPFRuhV9qhX2d39OjerbkuGSJPRiBlXRRslVoYPCvQY/p0uDfTpioEc2JffPGFKMORe3rXBZ4r83Sswe3S5Xyks/2PxRhVVIhdNnboPWMGXFxdxSSL+G0RZN80t9QeJzp4o8MRDZLtC1DuKqF7Eik7CZGh+Rh3y+Ra9QIJ8fFI3rQJ7caMQWp0NLoPHw63c73Hd61Zg66DB1du58mcc+nunfCcPFVE3YzQlm6JgJWDK/r5ocGVHulp6Qj7bTdch/kjb28SNFoFHMutUWhTgcASd5x1LEBGF2torVxg79YBPuoUDB1cvycecfw4yvbtRQ/WniiVyNYbkEfmZeZ1aO/nh7YGMixUWjM/ygYxM297BHs2LYerqwfefPpZBOanoVypgptBD1uVGju8gqhUhcY9BP62OTVqBy5WPMZojlEeaX+yThyX3FadzWtIE3OnOi72dKLJaNS3xwbZg79WboZk44GBwU4iPWdB00HRIFvUk8KnMeYY2vLdKmiKJTiX2qC9YwHyXCrg6uiGMN+eyJcU0JUVwM7FF0bJgNKsM5CMeqjt3KEvzYXKxhm9O1g1eu0uKysTbDe3KOY+BaxuIKj+p3agLkeUx8zmaytWrBDOCasH+D46GAy0uAU4P5/l9/VVE1RHdna2KPGmg00GojnQrC41T5bGh56RrY0VXrl3FtKSTZHuge3roNdpMePGu+DjYET3bg3PhcXGHoG1dTzycgdCY5UCR8dkYdzV6jI4Op6AlVWJSZsgAXZ2ueKBSkbiPDtQ4XQWOn2hcARo9KysrKFSqZERdhLDdQqccFGjd68RF3w/Fw2jjTvsDXkIDGhYPqgh4ABJPh6H0HwvnPJKQ+9p05rVESCY6yS4iUtDQGaEHnB1eHTrhsMFhejdq5dwBAh2FzQqlMjQ6xDt1Q4o0sMmrBxq2MC/2AVZ2iLBCORqShA6uk+tjgDvRXJ0NAxqFYoLCmAoLYHNuXQGoy0pIwMRW7dgzFxTfa2HtzcinF3Q71xujlFEiBdvdj4CA3oLgdnOnevg4xMEf/8AJMadRXpsCrQZxdB42qHPuEFioyVHJ0cYHBTQbk5DSLknlFCKlJb3ue0J6BAUaQug1RhRVpyNuJJ8uESfqpMOTk9LQ/m+PejP9BgUYsdNDXdlVCiQlJsrroED92Mw68x4tYPnzFQVe8IT6/75CeMnX4/lf/yIiFOxGOrtAE8l9wlXY69ShaH9u0KjUeNsYjKCg5pmVDlu2BSIW3JznpHup9PIdBkjPgYujOJI2zJtwQCG1C31IDTsjP640FI4yB3k2CRG3pNj+OB+F5R28X0aJVCu18HZqXGRngUXgj1OWObMe8X7s+vHdQhKd4GtZCVWdFerXPhIFZAK06Ax6KBVaRDn0QnsMqFUqGDvHWyqMmGs6+QJXVkRElOShZPWGG2Hra2t0C7wwc3e2DGQgRUj8/oYKY57pgH4MAcdTVnHxX0N6AhERUWJZkZshtQQMHVLB5X7+LAzYqtiBmSVI3MjpLH/98MSvPD4naLRAhcCTy8vTJh5O2ZePxcwajEgtH2Dc2wREcdx9uwBlFf8LRwBlVIPrc4O3l7fIS8vBQbjKzAa1Sgp7ggX11O1fo7RqIBO+zymTJknDHzx33/BWqHAGStr2Oh06HjDnMro0xw0Lpu370G/XqEXLVCTkZuTgxPb9sH1mBLuBgfEOmZh+DPTmr1ciYshm1swGho6dGitrzsVGYmi3Fz0Hz68QTm2uLgzSE3PRM9uXcSEo4Hb+stahMS5QH0u+1SirEBSdy0GTh0uFs/aPjc5KQlFq1aiVKlEkZ09nEqK0eO+eWLS7l63DuqkBHS7+dbK9EhddcbR0RE4e/Yk2rdPRXq6CrZSXzjsKIGjwUY0pzEoDEh0yIOylwu8AnygsdIAvyTCWjI5Kmdtc+BX5opk2zzxs0BVhuKxDtBYaxAQEigc3bqqIXasWIFBGWmwPXeqaXoDUpQq9FMqUGQwgNtERXToiJHTpqEtgWOEfQgYJREenl7Q2DhArTDil7fegE9RAbqq1NhpY4PRd13c/vBM95Ch5JpEB4TjiPXdnPM0+hw/BI09c8Ly8ZHWJdvFPCz7CVBAxmY3zF/TKLH8jKLcjMxsDBtyIUNEZ4NOd0vUgLc10Ga8/PLL+PvPJXAqt0FItBM0ormUyVy5eqTCziGvcmNZPp1n54I4j2C5uAl6pQYZTt7QVpTBR5OJpIxCDOnbGUHNrMJvCjhWZP0W9QJ0NtmIiOtaQ6tVOJ4pVmS1CzcLazXMwMcffyxqQWlMORnzs1PE8/SgOBnb+/qiICsJ9l7BYuIdiwxDfGIqcoolKKHHpDEDcOL4XtjYWMHG1kHssBd96kfY2vRAQMBwGKUf4eySJ266aThI0GrLkJ39H2ztnFBRPhZK1THYWLeHo6OpSsFgKENe/h5BF9GdlCQ19HqT6lSpUCC5YyB6JSZgsF6HE4wm8vMqnQEuGLtWbcGgiSNEXmjSNQ1rMMKbuW3pBoyZfW2NniM/d/cff8CrqAhOBe5wMpiqGbSuimZ3BEh3kvqkk0YBV11IP3QIvVkjrtNhcANaex46GQudpMKwIU6VwhrJNwXRmnJ0PuWJuOAi+PYNwjV9e9brXPj5+2OPlQbBWh2i7Oyg6dmz0nsfwjrcah0seV1r88pzczMRGJiK3FzAz+8aqKCB0pgMq3NDXSWp0bnIC9gtIe1gHOxmB6BgvBVUO/NQbKOD95QQ6JZkQMntKnld2pXCdacOGqMKYXuS4TzMDyV5xRgz09R5jlqKhG3b0PuGG4QRsPPwgHUG9TCm9/uo1YhTqZFboYW9UoGDNnbwOnsWG39ajgl3X9dmyhV5nuw7QMqd6unsLOaDTTnhBWv/w2M9rkMsAM+ZF6eeZ106I37Sr6zjNh/3ZAhYUUMtAPOu5lEYj8+8tTDbx5KmZl6WjAGjVDoH1AbwUROoKziyfTs69+1bpUrJgoaD0TEdRjoC1Jo4pygRmuViEqGf057xH0UF7lAoDLC1L6xMG7uW5WNA4iFTxwkFnQEVYjw7IwxaDJt+Tauq6rGxscGJEyeEETfvYkmnk6xIQ0BbdeeddwrbS7aiVTgDvIFUX8r7LsediYXKmFTpAREUTGzavAWb//oUI6ffBcmWpWa2cGhnBTvtPhw88AdcXcuRnXMYpckS1OpecLA/hpLSXCQn28PGpgB6nTVKSnxg0PeFtU17tPcNhnT4LPz0GQh3C4PRgymC/rCzMzVw0BtKUFIai4qKFDGAlCoddLoNWLnSCDu7AGgUKjioTHSuAyNNG1shGos5HgW9VoeKpCLsW7MDwQNDcfpwNHqPGQBPrwuZA/Fdej32rV0MVexeeORPwOasleh7w3Bh1Fzd3MQCRAOWkpAAu9ISGA0qeBd7QzrXStWx88WnB9il7QQN09ixiIyKElQnI9mFCxfWaXSo0HcsKUYZjHCpZxE7fToO+07GQ+XgC+uytMoJVlRUCKgM6D5uKCIrjsIz1A8BnQPF/edr6ADu378VKpUGOl0Zysqy4WzvB31OEToNGAAvrRYx1jZCnOhn1qCG16xrj9rrxnndmZujl82oTqNhZzCmMFgPvB1e7oOQ55IH9yI7FA2xgd3+UrTTOaFcqYONQSOOa9g1I7G1YAMMRfw+FUqVWtGnokRRDr8RnZGdmAm7g3p0KvBA2pYM6Ox0KLmmRFD9yTEx6FNRhug/FsOoVMJer4dCVdWzt9NqEWmjgVKngF1JBXKV1nBNUOHg9n0YPLZ5muJcCWDUTNU1QdqVW5gP6tQHf/79F/Zu3Im/7vgcxZHJ6Bwa2qReFNzIhR3dyIR99tlnVRodEbxfdBQaArmGmw4E2U3WgjO1UBeNS4fY7kwcolNS4HL77c1aatgWwOY7FNwxxUMHjLT84d0Hkb8+Dy4G+0pWgJ6BTmuNwnwTS2vnUCjSwlSTlevVSC6yQ3vHUuEkeCcnYH+eB/a7HsLw0XUHRJcarFCg8eeYlUFdF8fcvHnzGvQZ7PJL28omRBQkXnZngIIz5kVYNsTFubAgC0MHuwkD9NJLL2LZsuV49913UVLyBL794iM4Othi4JT7cWTPZuxcswi68ny89NIEuLqSSi5Bid0ZVFREQaMpgZV1EQyGUygqag8vz+cxeNAQ4VXxs0/s3YSAnFTYURzYbgIMmg7QaM4IY0AoFRpYadxRUZFaKSR0cY2FWm2Am+s46EusEJVghzKjAl5TpyJ89UE4ZCnRrtwJOhiQYa+AMr8c0ZlHodBKSDx9ttIZYF7x6N69cGvXDkHBwdi3+lf0PfEy7CUtso094ZLcE9lfnECSXzEcO3nA9kA2CrxLEaQvAOscwhXOcDQqKomvopgs4CL7i5zcsQO909Owc8MG3P/kk0IMxRxXfYsS/x508y2C1Qg+pweoCaLEMewsHHx6oDz9JKZeaxKuRJ48iZLyInFdy8pK0WPKALG/wZ5dC2GblAzJ3huuPcagpOQsNJoKtGtHil8B6/hCSOlKFK9ORYhKhTy9Ho6NpFgP7dgvDDpLRHfs+AO+vgVQqRSws1OgszegW5UDpwpXnPHOQ7eePZG/N0KUm572zcfAm8fA2cX0fUMmj8Su79chLSYJ+u4SimJz0KHMDVF7YzHyrknYnbcFHqf1UKl1ULprkZWRgQo6OglnkSIBg5TnRCtq+Y5K0OrScFzlBV1QJ3gd+AOqijtho1ChXDLAiv0iMvLRlkD6k41WiGnTpglHMSY8Gq+NexRvbP0Kv+xfhjtc5iIlKblBe4hUBwVeZGe4R8LFVhhQ/c3PIkPAPvZcuD/66COR6yXjQOeeTAHLb2XQ8T4d0gUeXl4WR6AJIGtDJzApKUnk0bnG5samo4uRc/QcNWAiBkQfE73OBqXFriZ2QKFAapEdNp31QYWB+g2qdUzQGlQI25mIISMGtip2gGDqicHMHXfcIc6d7Pr9998vHGemDuoDSwy5SRMFl2z9fVmdARqQBQsWCE+cSE9Pg719OHx9XXHLLcOxePEKEQFQnc5OTzNmzMCH774Ju88/RWmJibIndu3yQffu4+HiOhQ6fT6MkimaVyj0UKmMcHV5DCNGTK58fcKZ0+i68xE4owDHrYfCxi0AFcp4WFtzNz7Tjn06XS4MhlLY2QbBKOmg1xfB2tobLs7DkZFiCynTHtpSF3S/aRhc3VwRpVZCpzLCRohUdCh3NUXsk66t2oaWg/TI7t3wCzuBMxHMP0yAZNDBDuWoMPaGTvJGvEM2bLUaqAollB/NAhxKMEoqQalSgUiFEv459lCJ3LoCmeoCuHbzudhbgXZduiA98SxeffddsRiSMm1odEJRYFZmJg7t2AE7Jyd07dULZ2Ji0MWs3zap+gBPOySkRcDLyRo6rRb7DxyALj4etqFdIRkViIvbDoXCAUZjOXp5pKD9kV9QYLRHhIsvnF2CkV+QCFvbAjG5c20NKAnsDH1ODnJLS9Fu3PhG5Vtzc3JRfCQdVt1chVbAw6MQ9vbno3KFTg0HrZ3oeaDUAqf2hqGT0STcU5dIUCoVSE5MQmZyBvoNGwDJVonAg9YoUQLJwXoUni6DQifh5P5jUKdpkd1BCRtVEQZUlODktq2CjuzNvSLoAEhAhN6AIrUa/no92qvUKCwNR8c7vhFC1YJ9v0JtZBpIARtJgySbHDg2ojnK1QCORfat4GLHVAGV+vklBfj+yBI8PfxufLrnZxwviMEnw94V4s7GimnJDnE9ao4Fn8fGyJSaAdK2ZBRYbkbRFucVQbE0KxHkFBa/d6hl46ImgVsLk+om88JSPBkKpQJa6GErWVemA0RDs3MpA53OGhVlDrC2LUZukSNK9TRpEgwGs1bWXLMz7bBzy16MGj+s1TkEM2bMwO233IrFf5l0KSw1ZFqKQe/48WORlZWG/v1rb/HODZdY/sqU8MV0x7zoPgMUP9CLoeqWiIzcB9POmVRymm4I6WoyAzxQeu/csGHG9KoCql27MrBgwQmEh/kjJ5sdA11QXu6MnOxroFK+j169TDl7fhebjag1VjgW/DjKYQ1PfRJKck9Dq2e5R0ekppqMl5WVNzw8JsLDYxI83MfDy3MaPNyugaLEGcrD7eF7MhA+uY7ISErDqbBouKYoEax3g75bBhRjEhGis0LZ0Uxs/Hip2BuANDyjGUaipTk5Ir2gd/eAXlchnIHD9uOhkwKhlzwgcQthSAgscAWCHdBr3vU42Kkzorv3RP/75iF/vB8iPDMR1asQNjd0bBJdLOrhv/s/RJ44LH4PCQ3Fx8dPIjwyUtR1c8/uhoKLaMTGDRgcEw3HA/tw/KcFUO7YjtjoaPF3XvPd67ejLCodftBj/JjhOLlzJwbERMO1vAw+J48iVKmAr28JgoOzEBJSCKu8DOxznI44mz4wGHSwteZ+3PnQ6aj3ANKKbTFi8hSMue12DLv/AcGwEKciIrBr4QLkMfF/Dqz7j49jRUmucMaIlIRksBuyzcESFK6PhLvStrKS1GAAYhI00MOIiOBc8Tp9YQViPbJRqCxFp3wPHP92G1IWnYDrf8XYuWIzQsb3hpZ5SKMVpHID8kZYwyXXCg7bCqFQGuHCstKKEqRT+M7dyVg6eO4Ld2k0cJ4+A3o/fyRTCNfOG1mGCsT+/Rpiju2GleF873E6qxVWBgT3bHtNarjQc/6zNpv13ER6QRa6+AVjZM8hOHDqKEK3v4Ck2PNtsBsKRu2M2NnHoCEoyM+vUmWzd91fSE5MqBxfdFoYxDBaI3VLsMyNC7ZMyVKbYMHFg1UevO60EzJSklIg5WnP9YwzraeiSoyegPinBINeg5wsf+Rm+sO63BXWZh1vTa83/abU2SItIady58vWBIPBgIcn3yQE3my9fPfddwvHkw7osmV0PPdj/fqfxNiuCWTZOI4b07ioRZwBWWXLfG1eXi4cHb1BsS4vOjtAyUhJSRY/GbHSw2GtpQzmh1JTM/DBB7/ihhvuwGOP7cO33/jg++988fHHx/Dkk29i5MhRoiaY3hJ/ckFpf/YflCjsEBn6EDy7KuHtnQJX13h4eso3XN4XXQGV0REagxsURdaw3RgCzwJnxHcuEQMtNyET1iuz4eomoeL6MOgHJcHYMR/qUht0yfdGaLY3jOUGHP1mKw5s3C2Of9i0aVDdOBcjrpuDkG690GP8TVDoHVBkmAUlVAgp8Iaf1hWnOxZg1CzTRkJDJ0zAwFGjxDXgbmpD512La26egu59mtaWWa/TQWE0IKiLKadOqmjhzz+LiIbiQeaS9u/bV7m41YW4mBj0LiwQ1ytQrcYghQJBKiUKtm8TNBZLWbi/QMczDnA8pkPi2UQYS0sQbTTCbuIkZBuViM3ygF4/HPn5EkpKJJQW6dAjfwtKXEIwcMKNSM8yRcLx8bY4e9YJffrMqPFYcpKT4VVeVjlxOVnKY/JQsvAUjvywVXRS5Fhz83KHVbkS3lpntM/0gSr2XKMrqo3ADXAAyShBMphWBL8EW9j39oLbY72Q4JgDv2JXeGgdoFMYoYkqw9kTsVBBgVjfXAy77RoY9Qa46Oxgb1OGnvZZ0J8+hUhrGzjMnIVec2+Cyt8f1KXz6rYrK4OdvT0CevWCn0EPjb0DCgbMQ8f8ffAN7okwz14wQkK5gnvrSdD5a+Di2vL7WrRGcIxRWMzabRlfRf6F5997GWqlAn2+OY7wsJOVBrihkAW4DUkR0JFOXPw7juzYIX6nk69LPIzTu5chNdmkd2LwsmjRosrcLJkNRmBMF1CUyx1ZG+NwW1A7mBpgFYf5hj2RG46gS4Yn7CTrcxkC01pe2VJWBJwKSAYVSkucxA6WfexMfKtohl6pODTBaJAu+WZEdUGsa+XloqV+mUbCdw+8DDcXV1EJQ8qfjMH8+S/h2DFrdOxYiAMHFomgTK6GkcH0Am0wbfHF4KKuDL0RCmveffdlREcvhEolwdZWAZmZ7tnTD//9d1z8e/LkKTh8+JBQFH/wwYcYPDgEeXluCAzsLJ4juLc0OzKx0QS9expdGjQaUv6bNKBKX4q1K/7G+2+8hOsedIGzVIRupeugyPeHpFKjzDsAkkJp6kJssglQZjhAs78DFCUaU8KpXA07SPA7LSHZvQjtTzpAq9Ah2ScTgbY6sVipCu1gbctXKaAvNMAjUY2C3hp0G9K78gaYlyGq1GoUek1Cu2IXKOgMKSSx6Hv3DahVDNWYToI1wdnFBX1ue1Msgsy3MZLho7CwAG+99bZ4zR+ffIyQ73+obOBTG9p36IB4CThtBEIkI3IlCUzi+F8/u/L4h80Yg8MO++HWvgMCOwUCkgGpMTEIDQxE7g1zEOriIgZ4YaGp6U+x3VREJL8Phb4c+zf/A6VVoYjYqQLu2/c6tGtXc2qk+5AhkAYNEuWKp6KihVOg9LJGqr4Y7cYH4+COZfDwL4Q60QUd7NtBVWwSgRo0BqSkAu3aKXDmjC16D5+IiIqjGDJjLDJTM3B2TRj8vf1RWlKCXg+ORdi+Y3D2coNPx/bwUqpgY2uDvWXb0G/iKHFv7F0dUTRNgQ7BPRGxfj38iotQMmgwfNu3F2PEwc0dJ6CAbVwsijt0RCdXV2FAKthfQG/AgHFTUNhrGNw9PWF9kz1O/rQTBm8NUKiHs3+7VkdXXmpw/vB68Vqzs9uObVux7tHueHZJJF594Rk4WAGz7qq72Y85WD7L0l/m9+sDr32OlzcGjTD1FeEc6nPzK+J4zHtAsLELNQjsocId5hiM0JFZtWpVFb2ABU0Hgw0aOfPrzp1nPZOsoJaUJtOvOMcNCF+AQd45hoDvh4QMnYSYcgMqJJNzXllfKMeFKj1C+7eutuBR4RHIiUxA+/5dIVkpEejog2UvfYYJz94tdAC0heHh4fjuu5/g5HQz+vSh0/QbjhxxgYtLJ7i7e6NjxyAkJZ0V+pUZM6bju+++a3JV2kX1GeCEePjhedi69Vkozhlg4ZOJm2XyfMaPfw8pKXlV3nfvvePw7LOT8M03O/DNNxvEVpVUVI4adeEWsRnpaThzYi8q0mNgk3UCA4o34oWTgfh05XEsnOOF6aHWOOU0Bga1LUKtTiB/zHWQRN7E1G5IFeENdZg3UEIdgEwfnf+/uAj0MJVG6K45DWOHfJCNyc/pBN98B3S09kRhWDH0JawRlxDrlgV9YDmGT5wBg96AqOMn0bV3T4Rv3I1+dh1QeKxEsAj8+CJlOazv6YSgzo3bqnnv3m2wsrJBRkY4vL17wGDQY/DgmjdEogNFSokqbdKZM6ZPF1STUZJgZ2WFf95+C6MffkSUR9YFsgfhx46iKCsbrnGxMAwZhvxjRzHkzruQlpqGjf/sx8Qbh8K/Q+MXQFKp8afCEdS1Jw4e3IFOnbqhffv6P2fHf5vgU6SG1mhAnosKIyeNxZFDB+GEw1C4lpkWhUwHxO13heSqQUe7YpSGhCA/ciXs/YaLVtiDxp7fsvrQzp3ip13YSRgGD0HBieMwWFlh2NybLtBWbFv5H1TWGoyadM35c4iJQbca6nlTkpMhGY2iCkJsKvX3EmjcPTB88nmNi7y5TmlxKQKDG9YhsS2A6SzmPClOJd587lF0DuqIJ1/5ABprG8Egkv5vCLiOsJ8AO8Y1BfFxccjNyED/YXWn7JjbpuCLaI2085UGpoyoxaA9IeVNxyD2233oWO5WadQrA3w6AVyxz113/j+2woiochP7adrT1azZXOWrAP/xemisVLh22tjL6ognJSQiNTEJxqQ89HHpgDNFmXC3soeztb040Zjksxjw0Gx0Cu4kgjzqKDjOnnxyBu65Z1DlmEtMVMLamqzwSRQWWmHevLfx3XcLRDXNJWcGaICuuSa0mmjB5AgQSqUKq1b9H/777wSCgjxhNEqwt7dBjx4mgcj9949Camo5Vq5cJtozkhHgpg7myEpNhN2xH+CvTUa860jsdrofs7Wbsf+ELe5eko4XHrwJN1pnQKe3hc7dHUqDDmVaNayp7jZaQxXvChRbneszYNq3SFamVjovSgmlmnLAqQxqgwb5OUqo9XbwtnWGUqWAprMe5U4J4rWBkhE5zjk4efIgbDXOsMkoEw5BP6cOkIolGCqMyFQUI8exDMXFKox0dhIiI3prNfU3Nwdv8qFDuyFJR1FYqEDHjhKysvahokKDnJxQuLt7iB73PHCW27Ez2vz584UhY23urFmzMGLoUHR0c0NmcRFuHz4cLr371OsImO6VEj379RcVEsbhI9AxqBPUVlaCFdBqdSgvAGyb2DWPjE63PqYmLaNGTazztaSGD/32Olz7zYBrO0/k5iUj0I4/M4TRbefrg4SEMrjqyM5IiMkyInhqb7h5uCP86BHYlRTAJeUEVCGTUHBkGXbE7IDbgOvQuXtflCTEw66kBO0UwNlDBzBEocAee/sLFgY6RvalEpwqlIiLPY283ELYOdihc7duwmiRqTIv1TRvMSy6IY4ZK6Id0nm8pzKzws6XFlQF6U3mSllrzdKy975cKEr0Rk2/RXRqo3FgykvWF9SFixFP0YlL3LUTzqWliPf2hn/HjqJqgIaJTV1I5VLvwKDl9ttvF828qtO1FjQNNHgMYHivGUDG7FmLLsY1UChHo9zQ95xwkCkB8Y9zWYJzP82COlPy4DwjYGIRzr0WEuL3msoNy0s3YNKssRds2nYpwLUl9vBJeOit4GXnKU4nyImppnNpDQBd2gfiubn34t0/vhcbLrGRHwW377+/CIGBLhgzprM4JW9vI7KywuDnp0C7djphi2mTm+oMNJkZ4ElRRPPRR9dhyBDTwRHyp134+zkZSJW/m54rLzdgzJh3ERzcRfQuN4/SmNtLOnMKmacOYujMe7Fv2bewSdmDik6T8enPy7Fy9Rr8/tEzGHH9A4jf9C2GFCzDQafpcCsshlQxGy4lTiYRybmckyxGOXcU4hiUgSpEexYA+nL0dmwHBakpgwr2KhvxknyPGBS7JIh3zZv3I3bsiMaA/t3xwzMfo4uTLwq1pXC2skP22XIkxJYhWquFTmEQvQQMViaBUd/rPDFyjKkDIEVKDo5OlW19ZRw8uBtq9X6huWBqy8nJlP2ijs5oHIDiYh1ee+UV5OTmIjklReg02DqYNabyYtmvTx8cO3EC1lZWIkLq3qNHo73gM6fjUFZahpDQLuLfKrUG/y04hi6j3HHt1LFISkxCblY2evbt3ex7u/Ocjv/4GGwG3Iz+IyYIkdfp6Bi4JpcjR1cMqYMrjJIeBSXUhyRDq+2DESNM0Tudroifn4Bv4XGc7XQblAXJcOw7E3ZObkiJ3gfYlcPRdSD8OgTi9NGjCE6IR1xAEEacE7/KyMvNw5kNB6CHAS59grFr9Ql0GeALXU4eHHUq+I3tK5rW1Ic9O/YjPioVvYeGoGfvmnslNNRRvNrBBiws56PBpbKcawB7v7OdNhsHsRKpvgZNrM3m5zSFGeAymJqSgtjdu+Ddu4/QMbEjnDno1DHnzJIvLtLUDzR2kxkLLgRTOxSUf/nV1zh14iB8N9wLLykLZYYBKDFMM6VqpfYwSO3ObYx+7p6d+1lsAA6W6FF0TholTI34x3mnwJRkMD1lVOpg5VeIGx64RnQnZLWPewMqV+JiouAf0KnJZaMcY+EnwpAflYCBzh1NDk7lmZxjQETECiRlpWPwI3PEsb319lu4e969YovksLCTWLv2abi5mdYL8zmxd28MnnvuX7E5XVOamTV5JWeDj5KSIgwYEHi+JeQ5I2/K11f3MRRmfzcl800vkWBtrYKdnUZEAHKTIhmcdKG9+mP0nIdMEZZKjdD7F2DUdXdDqTZFXCGjb4S3rx+gcYJVaT5Gpv+KbCcfVGhJ15tEJPwuWUNgUqKec0yUCji62mGAlQ8UrH7QaWCnsIOd2holVlk4lnEI/2zajFnX/Q89ez4vHAGNRoXDRyIQmZ5g2uXQyh6FJUZE5OpwosyACoMKRr0VIKkAvQYq53I4OdkgOeGsiCzj1n2JpLgLdzdjNHno0BkcOqRHWpob9HoJ5eVG7NpViB9+WCQGw979+0V3M+YwWabFsk7zqGnUmDHi5wsvvohevXs32hHgMRQcikVuRDz2bdmBtP2x2PDrUWicjRg/aZRwBJJ2n4AUkyWEfM0NshjDn/xJOAKyLqL/kEFIsCpFsIM3uuXboCwlD6NGzUReXgcMG3a+73duVgY0ugJkW3eExqU9Rj38GQpOHxIUvtbOCf7BBmTlHhdCv+FTpiDOygb9aui2yDJTYwcXOPYMQGxkAgz5amgLTbshuls5IDv9wt3UakL0kSTkH3fGiX2mzU2qg44uF0J2vmOP/Opjvy2Bndi4qQuNubzYBgQECMaQYuH9+/fX+xlcH3gdGyKYrWnck+HpP3WacEqqOwJyHwGmiyggfO2110RvefaUt6DpoDYsNzcXjrlhOLp5GbS7v4KnlCUWaxvlYbhrXoeH5jU4qf6GtfIoNIpU0xvJ7J4z/A5KwEutrFzgRYAtWhaaKhDkroXiHaISyAq6RHf8u2gLjmzZjLB/3sfx/TsqmZ7MjHQc2bVRPI7v3y7GBh/JW35A5NG9dZ5PzKlYnDweVuPfaCuyTp3FAOeOkMyMZqXzUil1UMDfsx0OfL0UIe074sFHH8b3330v+l3k5OTiyJHT54Nbs/cOGBCE4uKiBlfTNFuaYP369UIEyA1FKk9Eksw8Etn4y17Pee/HJPww/c6J+95765GUlCVOti5RHT979I2PVP7O3ZrkHaGoRv3lz6X4sdAK9z/zBgzlRbD3qoA2TQsrdsCz08LQLZP9aM9/Xp4t7AvaQ22nEm7REMcASEoDjDCg2D4VfW+6Hamp5w2es7Mt+vcPwvN3zMPMB5+FbTE7zZtO61RSMU6nmMqUjDbFUDlWQMr0QDvHYwieOAS6zW8gvst1sDq9FpJXf3To3F1EwTKFT6HIU089LxwigrRkhw4eiIpKEBQme1CTAZg5c6ZoNFFbRE4VKp0DtvKsC/zupMRkZKZmY8DQvpXiHToP+Q7AQKU/VEYljhUUQ2WTDG2+En8uWAUfL2sMdvbjlj44sHkPRlxf+06EzYkRk8dj14r16G/XHgoHG0HxTZxo2viG4ESOPZWMkY/+Ic4rJSEdZ2JjAEMFJKUKVtbpYuL4+pYhOfksunXrBYfevWsV2wwcPkSM55jwBEj2evQbPUS8NiYiEgWxu7HzzAEMm3lPnerkHkMDkeGfjW59au4bLnfEY007qzVk1TrrheXf2xJYxlcdVFTTKWCvelLzdYH0PfeZr6+lK+8rRYGkp+mAcOxQDP3666+LqJ+sD6lZfhb1DEwTcJ8D5rTlKijuOMf1iA4B2xaToWuIcNGCqmBTNKYGpt/2MOwiFqNP+d5K5va8vZRgp9ooHgZ4otwwAHn6udBLpiCI8zrHYKzC/sotiStVYvKHnWMJaHXLYtyQFQeM9/gLhvV/YE/Syxg8/R4kRh9Hr223QQMdymCLAwemifcPzF2NUztOYXvsAQyb+xSysrKxadk+jJraD0EUVHMfnaOxSDqghdszbvDzu3AnQu/QQJyISEQfZ5NmSggjxaZm5jS66fjpEPz37o+47vVH8cHb76BzcHtRbbFkyQFMmGBiGuXAm59jZaUWNpljlJ0cL1maYNSokRg/vh1uvdVEfZvy8ecNvgz5QM//PH8C2dlFePPNtVi//rCoM2U/6saAg4idDxk10KngpKZxZcS1bdsa6Mt1MOr16OSXAaiNgI28R4E4MigMKtgWecM1x9QPnY5Aju9xGFRaHI+Iw/VzPsXLL8/E1Kl9YW9vDVtbDdRae5Qf9kfondOw+MWPcf2Ia1Gqq8CewlTE79MI79Ojbznywqyg1ttgkOMfaGe7E65SHnJVnjjlcx36z52PAwe2QJLOYsSIB/Drr7+KJhPs4Pj555+La8FFinjxxRdF7pQLZXNQ8lz0GIH+8fFG6AqsAIMGLt3Lcd3tE4SxY1S2Z8t29CpzEaVwRyJLEZ6YD4VRDU8Xa3j2L4GbVoUO9u447arDoBFDW6S/Po+zuqEm/VWwKxIZjkaMnnxhu8bkpGSs+XUvtBm2UBhVCLDbi1CHDUgd9hLc2sUhOxvo2HGWEC82hOpLOJuIlZ8dg0JnDZfupbj94etxYMsq9Nj1ACpgjdgRn2PQ+BnNcv7MCdJAcV90gmP5UomceK15PVrrPglMHdA5ZsVBfeA8YUBhXrZYHUuWLBFaBbZE5twi+0h2hoadCu66kJKSIhwTOgqsdOLvMkPGVrJk7ORWxhbUD1aSUS/A/voDHDLRL+138bw1KqCDBkYoYY8SKCWyPaYg0gg1Nua/hlStqSSbdscglYsqAoOkFn8n5ISC6V1yvuA8U8BflTBghusb8LM+iSI44kj7u9F95uPQfzsSPlK6eQxbGcBmww1ld2+DSmONpe8fhv9QFabPuVYEpYve2gRlkTMkz1zc88K0KhUS/DsDp93/bcFgta+pBPKcw3LeD6haDsk/LNu1Cbe9/wy++exh5JcW4sUXf8dTT03GQw+xNbbJ6ZHt7+LF+7B1ayZ27DCJpVvcGaCxdXNzxfr1z4ro9byBR5WSD9O/z+frzaHTGTB16v8QH58men+TemsKOBGp7uViRg9+69atOHz4MI4fXwKVygBXVyOcnBTVGArT8fDYlJISSsN5w8Ata5f8vR/ffrsZ3t4uWLLkEdjZ2ZxLeyhgXeYKz5T+GPv0HSgoK8anT78KB3dXxCSXozhNA5WjFlKFCiEB1rC1A7qq85GQvRPlajV0bm5Q+zihuMwDvr65SE11QGamjWgywQiRm7jQ4FEVzfNgPpJ5U9KTzYHYUzFIPh4NSa2CfaEG4bkFKEmwgdq9FPpCDZwDJdxw9yRhHMI27EGp3oi4owooyuzQfowWNukK2LTTQeliB3tXJ/ToU3tk3VSwq+Dp6FMoS8yGS4gfuvboVvkdvAe8Prwucq6WaZeiomK0b++LJT+vQtZBGyiYnmFvCbt0DL21C/wDA7B//1r06jUWfn4Nr4b448d/kXvUHgETJAwZ1R8eHu44umcLdPt/gLbTZCD5EPre9YEwJs0Bnh+dP84FlrRRDMQItCXBrpORW/5E/+n3Ij0lUaRUOofWvhfEpQYXUDr4ZAe442B9kJX+TC+wzLYmcNtXGnNW4hDbtm0TQcXixYtxyy23NOg+sYRL3ueA7+V8JXicXM+4RpL+5tilQJKN1y6HYK21g0EcHTGufdu3bUNQoGlb8tO7V8Cj6zDYO7kie8V8DCjZUhk905wfLL4Zh0tMzKCzKhVTXN+FGjpElk3AkZLZ5+lzmRA4Z/z5B9nplfVjQxx+g7cmFipVKU6F3ganjr2hLS2E86FPEao9KV6lU6iRrOqAAMMZRGvYN+QhpEfZQ1nmAEldAbdeWtg6WCN1lwaSSgdJo0XvaZ4YPd7Usp1r6oJ3VsKnqwO8vOzQt8JFbMZnpn9EcZkBVhoFNGq5Ms90vBkFuQi6dTyeevQGPPDYIHzxxQZ89dUmkRb4+us74erK9YfnBSQk5GDy5I+Qm5vX6HWpSc4Ave4HHrgHW7eaqOjzjkD1V5o7BpXnJp5fvjwR8+d/IVoV11RS2BT06BECFxc7vPrq3fD11YktbAMCZH2ColaRo4yDB+Pw2GOLUFhYhpkz++P556fDxcW+0sFR62zhltEdVuUuOBB1AmP/7w6EBgZjyXvfwGVoV+TnFaCsqAjZURnoM2UQog8dR4jRCfbJ3+JE4CR0cDkOQztT57KMDFL1XTBjxmxBbzJFwsWO0YmutBCFZbrKaz25WolaY7Bz5wYUFSVCASX8Sn3hrHJEkbYM3lbuOKbOgaObM/oP6oOt63ehvEyLURMGC+dD7Cx55DgKlv2IHDtfjH7gAYTtOwxFua5FUwOM7mMOHkcfKx/hOR+TsjB2hmmb2ZqQkZ6BnOxcdOsRiqOHjyNsXxyKIp3g3KsIPQcHo0+/plO33H1z0fvrMemufgg2Kw+tznY1J5irlh0AakSaa6/y2rBv/T/s+YqhE2dj7//uRPviEyiZsQDdeg9AawEpeLImTE0yNVgfSNvTkSLLUr2ShveMBj8yMlLoE4j33ntPOGFMxzV0XLPKgM3PCDIEDEqY2mEnVvMueuylwOoIttlmMzCWAVtw4Twjm8OmaSyPrg7m8CNXfYGRqd9CZTSI505XDMPG/P+j/BuB1gcx3vkLWCtKkKkPxrKc92CEBpJ7Dlw7qpF73B5W/vnQlShgLFVDVepkVpUgmz8J9q4xGOzwB7rownFg6EL4BPdCwlFTVz+lxgbtugxE/ppXMKBkK9Yr78Lp9MnnAsnz7ZFF62PrEmjcy9Gpv6coPx8/eRSWLlqH3Giga0c7tPdWIcDRbMM7pgkkCWFxZfB218DTRXOuAMJ0bGRoJ7/+EJLSErBu45NQqZXYsSMKzz+/BK6u9vj33ydhbU1mz/RxY8Z8iB9//LnRdqNJvDPbHg4aFFTpjcj+xHm3QhYHmiJyU1Ruep1Wa8Ann2wQjgDzrWzv2VxISclEUJAP7Oz0YiMckyMgH4eZiPDcMZp6WLP7mITdu2Nw770/IiTEB5s2vYD3379JXGj5fcYKNZxyA4UjwLcOCe2DOaMmoaSkFEbJCEdHB2TFJ0KTVIAAJwckxMYhRHKGo8YWJ7zHwb1jD2SoTQr0vDyKJocgIyNXLEBMj9CoUCjFSPft+Y/B2clJ7KnORie1ge81B68v2z2zJIqUKqOq4uJ4hIQUoYN/ATI1FciqKEKgk6dowhHcPQhDRwwSrMqkGeMxa+7kShaCx+PqYg9b91z424UhfN0fcC4FVEZFs1cQmMPP3w/BA3oiqSQH1mor2BUbam3DSXi38xaOAAU+XbuFoPfg9mhvdVJ0HuzVp2ERLq/b8sVrsWHN1irtZWNPxcFYocLpqLNVXi87AC1BqzOylDF79my0NHw694Fnx65irEidr4WjIR+Fmz8RC/TlQnpaOvZt34Vdm7aKFuA0roEBASIFwL0C6otfXnnlFZEKYzT+1MP3ivw/5xbTb+wcyN4GdDDMG6cRjYmLGPHTQWH1E3U+ycnJ4nemd2Qmi+Jeapl4/Kwa4bHTESG79fvvv4vc7uW8zq0FZPm41tUmfPPybofuM57AruCXkaX0RIXCFqm60HNpAAVc1UmwUpi6VTqpMtDZZjdVgrBxBabMGQP/0QaMvb4fuo9ud06hd06VUIWxVqK8xAsVkgPyFC6wsnNEQKfOQrjOx8hZdwvGTN/LpEUZrl2H4XZ/wlpZZDLmld0RFVBW2EOXbYPkmBycOZwrqpNy4vRwklwwoIM3Ap28TGuH/BCHoRCOwNGoEuwPL8a+sGIciymFjr6PBNw65ybEJ6di8W/7oJRUmDhoOFZ+8SESzmZj4UJTF02ZZhg0KLBJrYmbJCCksbnvvj5VxILnSwdN0ZLsAJjj4MF0rFoVi7//3oQnn3xSTIyLpVg5mWMjjsFoMAgNgYOVJ3QVzLkyx2w6Dh8fSexkVxUKFBcbkZLiiJ07I/G//y1E795d8emnt8LT07QNblmBFWwcdcjMAsozfOBv62PqdAcjThekY8Losfhn53pExcbATmWN/rbtYOWigdagg2u+FmUGLY7Z5KDjwDHIL8gRx2Cy30MwYMAwdOgQLBYOCp4oGiNlRqP2+GufCpEgN3+qKW98Ji4OxQVFyIlNhGfXAPTo3Qv5+Xn48cfv8NxzL1a+7p2X3sToyXZISCDtFISRkydh778bcKgwEUYbNbraXChwMUf7DgFICZkCu6i/4VKaiWLrIHQZ2/I7f5WXlqFU0iEiPxlad5taxwgdp4TYCAR364MDy79BQNxvgMYbWuexqCgxNmpxz0kpRfJRLdLj12HuvKmi1K+ooBhqBz269e5c7/tpBChcDAy6uC5n/F6WxjFS6tKl5fcu4IK385/vkLv6NXhoUxDhPgnuhVGi1fXlAA1lwrajCLTzgEphjazNJ8R9XP3a1/h5wz9447uvRDqQpX80IDVdI+bsyQywXfCXP/yCL7//BQajETZCYDVI/I3CRIKLJtOKRGNKxuhMyE4EQeebYuYPP/yw8jmm+/iorleg4yVv5UxWlOxoW0fXrl2FXor3rKb1xdPbG+5dhiIpeRsKXXsivqQ3DInFUJU5oMTgLhiCUoUNUhRBKDaaxLdBvbyFOJdBDmFjY4Xwf4vN9ISyjkABJ3slygx6tNMlIMzvTvQIvTBI5dqMiBXi307qTPS1X4ksfRBOl59vCGcqYVRAVeGA4qQCKO2NWPr1Djj6KqFJ14s0gExIVAbS57or2lgpkZWvR0qmae4x5sop0MMnoFywo9M2T8bb761A1L4ifP9/b6C/myMeu+EWfPnVYvQP7QbfYPY7kTBiRDB++WVTyzsDLN0hxTZ4sHnUcr6HQGU+Rm4HKSg1A44cScTTT38jDN6cOXPw6aefNktkdfZ0NLQb34JK0sFQUQZNVjiUyhtRWnoK9vb9hYOg1R4RW9pW73Fw9mwFFixYgbVr12PChOF4441pcHW1QlISYNApkRvWDt2G5aEs0wk9Vf6VDS1SSvLQ/pp+mDG2N+5/63lE5MdjiLIPssuKUG7UwUapQYG+DEXOSlg5axAVvQkODiVgafqZMxqMGTNQnDv7mt9555344osvRM0yu3B1795dGAKWWlXPx/PapyQmoTw6Fd2dfRHsGIAjEQnQhnbFwYObsXTpQvTp0xG9ewdi0aLtYovPzBQnzJh9j6lNLjdlsVJj5IyJ4nf5+nPfCDc3d2GITp2KREVFOaytbdClSzcMnXorkroPhX9AkHh9U1gBTqKIsCh0CPBrkP4hJLQrjF1CxL/r+r705AQ4rHsYxzLmAxWFKNR4oLjHbZgz1eS9N/RYeV5Tbh2Og7uOY+aNkyrfN3r8CIwca6zzc+gE8NwK84sQvisZcx52FNqCiwF7tF9KjLzhAezf4I6Q/ffBIzcN8WO/h2sz6VQawwZkpqcjOzYJQ106ijlartdBpVDAx8FdLDHPzL0NHQYY8eMvu0W0zTWEc4fCver3iE2M+Fjy11/Y9PtnePL9BQgJCbnA4MsthflZjQF1CTToXF/kUmtqCFJTU0XKgOscUzxkBLiVOFkBpiC4NS8j4D179oj52NQGMVcbWIlBBpDXq7Y1oueAYTD2WyX+XfzvZgT1skf41mT4qvawLg2nrXsiqfNTSDrCRup5sLL2q2JjfHx9YOW/H7qzFHqbutTyP6NVKUK7OOF0kRXSVaMwDIU4Eh71/+xdB3hUZdo9UzOZ9N47JYEECCXU0DuIgGXtqKhr1921rF13V9dV19+y9t4LCoKg0nvvJIEQUkjvvUwy7f7P+SY3JKEFSEKUOe5sSDKZuXPvd7+3nfe88B6fKO7vIylH4R/gK1qOVZZGW2VBEBEluKjKWnXKNaf1dbWCwKxwMMNqUENV54ZaYyWMzhWoL6uAq6OthVHS+kHh4NtCG3B2VMLVSYUyk1k4BxZJgexCIwp1FVjYeyKW/rocH330Ee65+26Een2A52/9K5698T7sztyPhfe8iccefgQ33LIAZWUNSE7+SnBWzoVvds7OAFnu4eGB8PZ2PaH5dBJngOUAK5YuzcbevcexatVGQaghK5g10Y4o4p0N9Kh4M4VE9MaeXpdBKs+CyboOqqB4mK0WlJY6ICLC1qbHUbW2ksaJhZGfL+GBB94R7SEPPngDpk2bDSqiUjVw2LDJqK2pxZIV+9FbPwCjwrVQir9ltKlAjbkBfhoNvvrqXfFa7gENSDVl4ZNFP8FcW4enXngRvfsOxrZtv0KvyQXJxSqlAmlprhgwYGpLXZKf4eYFCwRf4OOPPxabCTew0+HI/iTENDhD6xwEi8WK3PoSOPcJxJo1nyMkpAIHDmTjllvmol9MvHAGCo8YMDhhgGgj/OWH9eg7IBzj585ocx54DAcPrhVy0omJ81BYuBIcyFZZacXuXRVoSNsBNFWjMCQecaOniWvXUSdu56bVcHB0htkCbP+yAtqgVFx7z3SxgSYn78Ho0ZNOa2hP9XOZYS+/f59+cdhf/SpMxw/Bd/BsRA94pjkrde5OJgmIc/8UcNLfns2hqKqqxsZPs6D1McDcqBQpwQt1Brob/Mz+vQbiyN5B0EiNcPHqHKVE3p+8Xh0ZDnNk70EMhR96OYWK4zlcXYBqJwkwG5HdWA+LxYhI3yqMnRiFyL5RKClxxFtvfSKc6X/985+4+ZZbRNstnenWCNQb8dBoNUxNJ8alt4acPeqo5LEMvheNFzMC1CWQyYEkJsooKysTrXNXX311m3XFLgY6/52FnWuWwjc8RmR5empHyNkga2zIztXpIN+Ps+bZuokSJ0hI3huE5DXPwDr+McwaMR7SfLk1se254L476/pRWPzSAahMOlgVVhvZ2NkAQ4QTfKq1CNXeBqtaC8fCIqz+7mcUlhpRla6GQnsEkeEZGFu/o6WyQHcgQHME+zEXkoJi9RJcYmoRPSQUKTuP49o7Zwki37KPt0BZ4AVTrQmVDW/A28GmmWH1mghT1FOCs0NTarKa4eetQlkVnQVb6MnX1btrhHPJ+4jCWpkZmfjPS//B3NGT4RcUgBceehTPv/Ie3njzTQz1iUJEv2CEhwcJW8112mXOAFtvhgwJbf7OFm3z+nFIESErdN511w/YvHmXINnwhuXNxpuiMxwBeWZB2SfXi81roClPtKKYLRaYrbXw8jomjkOlsp1kkQpqzlQUF1dh9dokfP75DuTkFIj64fTp0wXBh+BJ502+ZvFO6HytcParQ1FwOvhSvDwNmf4oc6pBY9KH2LDBlupzbpJw98OPIiuvSGx+j1iasGfPBwgIsEKjUSAnJwjhTiYE+ffH8SPHUFddh5jYfjZmfG4D5oydIrIC9OLY8tQasoAKU9CZR8qhG+aElKWFcOtnhJsWGBs/ARUb8nDZZY/BaDQjIiIW69bvgoNWhwjfWCEB/fl/VkKqcsaA4Q4n3SAHD+6Bn18pamqU2Lr1F0hSIIzGfFgs8YiI6o3shho0ZO+Dg1sAspZvgzo2CDGxbTfc08HR2R0OWStQ5DLcxsjN9sTiT1fDJ6oCQUE12LNHh4SEU89caP35RXoOwE9fr8TIifEIDTvRERA/cgLARyfgfDdSXWAjrrpjKoxNRsFh+D0iolcfFN7yNRrqauDnf+by0dlAp43X7ealKzHe2QG3T58ijC4fp3MMBowciqw1e9HblbwaCQ4KFYZPGiW6S3x8fbBmzacwudQJfQsPD8qaD8CiRcux5N3P8OOKn/HPf/xDcG94/7D8SPIlOws+ev81REfqMCP0G+QUJWHWrNvbvO8PP3BELETXDuv+1BNg4MKsHB3zMykMsnzFToHTgYRCljK6Eiw5uO14CdjegPybliA4rGcN4+ko2NnBc97R4W2teTsDho1BUfAX8PO3OfNnuo+PJKULhVllYDkGTwzH7m/LEDnUDaMnjcOmRSvgoNII4xztHogIBrSZlVA1WiE1WVBj9UOWQwzimhhkKtCocESqcQysCgvc4upQeUyJmmwFko1ZmHPjeOF8UGtg+Iw+2PZpEeLmuSD3SH9Elu+EWrJAUX8MsDZCodTDIllxQFWO2lATpHTK55M2qIDkXoXLrp3W5r555tln8MMPi/D0Z29g6T/fQUF9HR5aeA9ue+YhvLvoC7z4zv9hxIgxovzUpc7A5s2bcMUVJ9qdGhokFBdzcy6EWm1BU1MEvvrqa+EIsP2G7T1d4a0KnYLQWVA6uqKwphBBI66A2+uJqDPqRa3F3d3mCGiaXOBeEiNIF43GJky4+RrklRSLG/3jj78SJKM2n2/9Nhz8pRSKJj3UOhPS1TVQFxkQEdGsZhiaDT9rE1xcWP+3eT53Pvk+BvUOwN/uvhX/fftjHDmShOjooSJlqFKxTjkZpSXFqNp3FHpJDWWIzbvledEolHjktnuh8XEVqUQ6JqxzETSCJATyJvFw8UZ1oRXbFuUieLADxs1MFMaHzkdCwkRkZzNdBWzdug2rV2/CTVffAb3GBdl7qm0EF7c6uHvYHB6isLBAlAZ8fQORnU1JUKod5qLEqMHB4/6YN3EEfvn2NXhVHoQqbCKqssuQ4BKKw0nZaOpt4zqcDW6e3sgsGY6SAiMkrRXQG+DsoYGTUy2cnRXIyCgUkcDpOAg0KNvWbQKK6pB82AhjjQN+LdyOOx5rm/67mPDwcMecm8aKPvjfOwIC6QQEXXA24MUVq/Dw9EnI0zjiLaq9/bISFSYLKswWXNsnAnG9e7XpvyboCCdJjag3NcJJrYODSo3i0lI8t/MgvJQSromMR27uNmg0Vvj5KVBSUoTBg0cgtncMFjw7DQZjI177+Wt89OuiNqNcBw2Kwop1ufhq8QHcd9/NmDr15jYdA2+++ab4eiqWP8WHmJa9kG6ergZLe9Wj/o7G4gwodq9CQPBCHEtLF63fvn62keEkxRYW5CEy6uzcl+5AQX4efHz92lwH/pt7wdkyA6eDf4CtS+tsGDpyINw8M7HzBwOcXZww434vBAT62zIOzg5QtWQCJVHfDwnQILm0CM6BEkqPeeL4sNtgztdBaTVDOfkpRLl4IVJSwtvXG9VV1TAZTXDU61rOPdEvNhq18+qFzep92d3YtsKIoIpt0JsMUNQVoBi21kCN1QRtowVKpQaeQwxQqpUICAs+ySHlNb/l+pvwxD+ewYNvPY+nbrkfua7A+GmT8M233+Kz4GAMGBCLH36w8Ru6pLWQqRx6bu+++xISEy1iQ05L02HIkPlijPHevalCIpc/Zzbg7bff7rIWtNSk/XB280BQSJhtxK1SKYR7GOkvWvQwtfSgVaoQax4mHALiu/W/4JaXHxN9xe2dgJ82bsahiiqYky3wzXcRjoRXaB3i52dAqeLrN4/LNEnIyvKAQkFjqIDZ7CLOS5CPGxqtajFhiqUQEpsOHtwLf/8g+PnZ0q7rl/0KVb0JulAfJIweKY57387diOrbG4bGRjHrgQJE7FummAnrmRxGxPYkttywnvbj/7Zg2oJ49O7Tq83xMwNjNDaKTEB4cC989c0X2LAoCfFTwpEw0qZGRe+SHQjbV/4AyWrGwMTZYvjQnj1vibG/xMfVEVhR6InLjdVYqnXFlcZqPDH3Mmz8ZTWGK/1R1dQA8+BAhIaFiY1/xQ9r4BPogbj4fkg+cARjmucvEGmph7HlqwNoKPVFv/lajJ04SpyrjRu/QN++DcjI0GDy5HtO6wxsXbcRUTU6JEvlOLzBDFWjMyTvctzzryt7jDNgR1v8snU7Pi8ow2dzpuLL9ZuwtNaIPZ7+LYNmHCxmvOdihYNajfHDhp6UUdixbhOM9QZQy/NLkxXrvIMRV1mE94b1R0hgINatWwK1OreZiB0NB8kZ5qJqDHUPE876T+k7sPHwXhQU5GPkyHAMG8ZI2Yz33luMxYt34803/9eiDyBnBFimY4RPQ8R7jk4AyakMZNgtwFQ/78meBrYicy+jI0pCJO+J3Tv3YefXRVC5N2D4Zb0xNCFeZA+S9mxFQuLki37fHM/MQO2er1DuEIHRM68R9oEtoGynZTaHwU93YOParRgxZqjYw7YlH0ZFQwMOlNfB3yMMN1sUcBSTEYEqYwMMcT7IyshDyqpSqFzM8AjUYvqV4885AOB+zzbJ0oJsePkFoyQvC41GJeKHD2spf3B/XLN8MwrTauHso8Y1t112ShvKQOmJR/6OV994HWG+AXjmzr/i8w3LsWrtaiF8xYFazMZzHXd07sk5ZQZIkmHUGhbWD1VVZPkasGdPGh5//A0kJaVh7NhxggHPlii5B7erEB1nm254aN9uePsFiKiGpB6Ow0xJVmJQ/CAYiwuh0Ts1UzsUKKwsExFt615l0Y63aQteL29AqnsIekcY4e9h8057eTQhziIhRxh/dhjUQ6EwYuTIufDw8DzlPPXWadL09OPYt++QuAHp3UWEhKF0dxG0wbaUKX8+cOhg7E1JgY87Z1S7i81JTl3SsZIdHToYh/YdgcWiw+YtyViUfASX9euD6KjIFrlieUDLwep9mH/lPMyafjmuj2ubYqqpqYZzw3FYg0cKjf69W9fAS92EpiYH5ORoYPYCip3c8L7eFX71NRgdHCje3yvQDzuOZWOQPhAFldWQQiUs+3YVinY4QDetHsu+Wge9qxY/ffcrgsJ90VSTD7VWh4AhvjiexE6KYHEcrK1GRI7Fr1k7EGqxZTZOhZ2bt8G1xAi9syvUSg2gpKywGQrlucliMDvD1jJGR7z2LFOxxmtH52LNjl3YWViCzRYlCnWu+O8vq3F74ggUbt6B3QqlTYtdARgVanyWmweDQok+wUUIDPAX9wrvBa6PMVMnCqP81q+rsMnZT1T5zFC21EwlqVA45swQVFdnY/zMu4RipoVjw6GAl85F7D186HVOCFU1ILfBGU88cSVMJqsIGOhU03iSwS5LHbcHHQLeh5wdwfLB+eJMma/zBac7UueAZEgaUrYvcpiTPDxLaXYESvTISMkVzgCzMMPHnqzYeTHg5u6BHLhD01gqDB8NHR0uOiydLWB2JshiQNsOJuHVwkpUqbTI8Q2BSpLQX1JgrNXWFeCmdURmTh5CI4KQoiiFtcgLZaVGGGY14lyTgYI07h8gHkRA0Ilpp61LT3OvmYG9u/cjJ/30A4e4J//7lZcwbfZM/PmW23DT0w/iurlXiWvNrhZ21LD0zbIX10anOwPsp2U67+OPP4GjYxUWL96Mysp6uLu7ijabyy+fi+5GQ20lqjJ+QXnvWS3M4Or8LJgC3TFQaxTenVlSwCgB1ew2UKmxZfGvGDJjvDAM32/YhGebtKjy8BPPPRakRXqgBPeGWkRWVGDDBgsSE4cIz5Vp+8ZGwykdARptuUedrU/cjNh3zE2MpCZGFsfTS+AW5YJjSUVwdjuM2AH98ezSX7Bc64qHSsrExkMmMuU5+Xf06mjg6b1yahssKqSE9UOSdzCMZKoeScMHa9ZjuIeLkDJuPa0tLS0NaWkvw8XdUSiuyfD29kGy2gdkbiT/9F8McqvFzspQlJe44lh6Jo5GBgLeEvQmI17x0WFCc/Q2YPAg5Hp54sCeQxjRxxYlVeQbIKkV8A8ORkNdEwr2G6F0NKN3TDDc8/ai2ugAgykaV/55Ihx0DoJM89TaTUhR6TBN4YuB8afXAfAJ9ENZ3lHsU5Ri+IREBEblwWwyw1Hfp8PRDZ0ypozpGdNLZg2NY55bo6SkRHBEeP66Uj+hp4MGsrS4EJ7ePigtLoKTszOCQ2xqcB1BZIAfHimpR4G7bYd81+KEIcfScdOwQVi25yhy3GykSotCgXU+oYitKMLxoiI46hzw66+/inkaZJTToP24cTP+T+MBo1olHPnDHr7ILCpGVHg4rFZ3eHjEorhgBySLRtwjpcW12OXciLqaGuTUFYlNkI5Dv1BPlEkeiB4Yh6NpP+CRR66CSuUp5ndQZIiEZt5rbBNkzZqCX61r1ikpKeIr23zPB3m5OUjfvRKjZi8470l37UFdAgqRkSnO7CPXLfcdOgc0rHq9I6zqIihNjig+KGHXjr1IGHHuOvVdBXapxM+4RbSuyulvdoNwv6L4EydWUn+/O7AnKRmPFVThuEdACymQLuUraisGGZVwFf6rAqbGJvj4emPSgn4oKSpH0tpK5GbnIzDw7JNLzxdDhsWLB1FeXiamF/KcqTWaNmWD+Ph4XHfzjeIe+nLJ9yKLLE/upA2ize4SZ4CZAV60o0ePCsWjCRPiRD3tttseO6kG2F2Qig7CSWtGDRgtNE8x1BZirLMrJAQiu6YMpWagQeWOw6UF8PHzxYDJo4VhX799F54xOaBG1ywT2tz3qbGYMT15B3RNBpRJkvC0GLXzhqY36+XlfcoIlB4uU0dsd6LHTmeA4ObE34cEhWPvkmIoTHpsrUmBpFFBrVCgyMkNm8tzhAPAm1omDTINyHaovXv32ghYChPCKo9iV2QQGjUOeMc1EBMKinDs2DGRUZDB8yCT7rZs2SL+3TbVJEGl1qJW5YHiBgOarA44kpopopheObnI1Pugf0M1xk2YLkiO3KBpgEPCQhEUEtxiNGPHhiDtQA7ihwzEwPg4fJj3I5ry9SgvrYBV3Quj51yDeKWyJTK6Z9FSLPYMgQoSXCuKcFez4TgVIqOiEBIaKv6W79en7/ltyBwldbShCZrCYri5MasVJljefF1eEw6/4etT96K7nAF2d7B9k5wNnl+uqa7Ss2dWhIb2THoe+Xm5SN+/Gf2QgkMpUUhwPIbdtcEICLxTpHUlyYqwiKgzlvyC/P0RuisJRpUKtVpHNKnUeLWgFD8NGogIYwNyJM8WcRZG+8kefriuzIjXyvcLA8B9hcfKctiRqloYPGy8GT7Zo7EeLp6245869Xpx7RYfzqdnIRx6pYMK8YnD8eMPP6CqoQ6JiYlCoKi2pgYHNi5DUHAIiopHwmCow3ff/VUoAfKeYSbvrbfeEtlMglkrRqgyuD6I9h0KHUVuxmE4mcrPuw7eHtwXqItAR4D7gW0fto2/ZpsjWxj5uXdHHEFjuh6SUYf9GzJEduBiO7qFBfmora6C3skZwaEnO5nM6lIUim3r3eUMvHIkE8e9Q9oq5SsAzqE8pATGWAGz1QxLfaPYw/noFwuMHmfqtrkhRFZaCurzD8M3ehTKC49jzJTLxRrgnkwnlvclZ2xwfciD7uQ5HrLKZpc4A7xQ7I2NiHDH9Ol/QkREVHP6Tmr5vczM70qkJKegODsNXr3Gok6jRfnxFDQx7aRWIq2gBptrQiEp1PCP8Ycz+zV3HMembRsxZsxobFi5DQqLEhnO3qglJV/0Rp5QpPKsr4WTkf2kJ1pUMjMzW/gQHCrT/ubi93SIuKHw33yuDLYNFuYX4aY/3YYBs71RmFOOsgwFHjyQg6M+gZhVloMpns74MDNTePuUXZWVyRi9tLyXQgGzUg1rs3KVWaES6Veee25Ycpnixn+9iAO/LMe+jeuFZrosZEPtAi5ip4A+qK8uhXNwLOr0o3Dw199aNqwFUydhpqERfUN6IzkpBblHyuAXlYvhIxJEpM12FQqlMJJcv36tuPZMU5LvMPeWcdixagOshloMnTRPHHdGWiocdI6oM5mRpHYUjsBl5Xl4YcpYHEs5gP7xCad1JM9kfLjw+ZBbDXls7Znq/P66a6/B/Vv24lcXL8Q0WjAqIwNWk0kIzTALw8/Nvv7uvLnTjySjpiwPEbHDhRIdyzyzZ8/uNDVOngueE47XZQ2W0S6d2dGjRiMsnD38ipbPm5l+DI37v0aCcyOMVgUFNrCrKRrxUy5HXW0tKvf9gDrHUPgFBLVcj+zjWaivrUa/uBPlFhqlv0QE4P+yCnFUoUSTWiOiLL7XSyMH4a0dm/GrVyRKobO1ICsAk1IFHw8PkTVjXZ5O2vZ9+/C53jbvRDjnCmByfRmGDxwl3kc+7pnzpmDFD2uxaf0WzJo7Tfyc7YVyOYFrz93DA4mX3SCeP3jw8JaS29ChQ8U5ogNG409nhJlNRtiswU+YMKFN5wOdAt7X+3ZswpCR4zrUKkm4+oTgtseew6SkOtHlQKfc3FCF2MEjznlOAY+H67WioA5hvn2RX54Js8UksoY8HmZVWHOnc+nm6wAfR1eUNxTg2nsvv+iOAJF5ZD+UZUdQ6hWNoBBb+2hrsFzDQIrZu+7QXmBGycyWPoFWE3VFACHhaGUOBuv9kVxfiKGzxrX52+6Y0irjcNIB1OWnYqg+F/sPb4Au2DYBlfaF5SLunQxSuYcwMOdezz2aXX/8+blc+w47A7zJ6L1T95ubi4dHJNzdPcUb05tjfY0HwJQbZTi7EtzAM4/lQN+kR9jovqitqUaw6jCqCo9i+tBIfL4hC5MX9EVNThmO7i+CRqXFoeRDqK6pxNUzFsBbFyLq0Klatm/Y+kNbpCkVQIWTC3I8/RBRWiCMMdMtjPp5QzKyPNUJZvTMG571Ry5slgo4RphRypJvfsHHX7+D4QkjMGrKLUhqqMH4hN74Kr0AZqUS5QoVju3ZI84x/5b65lQq4/uxXinzC4xqDdZHD4ZZxcsmQW2xwrmxQTgO4ydOFMf55nvv46sX/okb/3Q1Qj3chDHg677239dx5cyb4BqgwYRJJ8iTskCKDBIXucEEDB0inKGCo9WozjZjc9NmbN2+VTyXEQhT665ursIxyDq8D7U7P4FVUmCwixFKM3Bwpws0ZclodImEo5svIqLj8GqvJqRnpCDY3wfHjx2Bd/Fa1NXGnFdW6Y0Vv2G5UYmFbg7oFxSAJ1Iy8WZCLCJC5bZXG4IDAzFcuw/bdI7YGxYNExQYMmiQWLdsdWUmhhEpiZtsA7uQYTI8N2e7+ficsKg+MIWG43h2TkvdlM5UZ4CGi5+FBoKfj/wYbrAikjA4ItkpCxbJiMmX26b7eXp5oyD6cnAEEDtfxvSJbjF2vM/8R92A4JAT55TGs2LX13BRNaHQy0fUP2VBq7eyCrDDi3XQZpaOswapy16GMWAU7lKnIs3qhVKVDgqeJ/6eE9k2boZXQ604L0aTCS+l58MQGAHOnrM54wqxSbU3Htz0eseFIP1wtnAEZCegPWTnoXXLGY09a6k897zecXFxglAsT9D79JNPodc5i/1OLhNsXbUYMeYD2L6mGonT55/2/PNe5blmhMaZI3RwOFVV5iW88vAC1BRlYtIVNjnkjmLvnn0oOFqJ3oEDoVIo4eTgjMO5+6BWq8S4Znn9sJ2RZ8zVVw2fAL9urcOfCbFDxuDA6mx4VuzHnu0uGDaqLYGb146kN4o/sfTBfvqudNCrmDVy8WqZKYB2DsH3OkeEN1Zi6PhhHW537CzI+zHvK2/fAEhSAvbmemCE2wHsNzaJ33Pf5b3OzDFnXxw6dKi5e8a2txHkx5DE35F96ZycAdlIMHLlm5PlTrYtvWleSNbb2murdybo+TAaLSwoQmZSAZy0nmiw1GPj8u3wUJVBqfSB5BGBWROy8PO/v0JlvREGSQtHtR7OOjcUFObC090L0cPCIFmNKM03YrvedqPIyoKyTKRJrUEltamVKmEsmIrhTc6sh9z21x78PaNv/p4ROs8JtQOYorU0KrBy4zIcSjkg2P4/G4FNRzKQ5xEoIqDiDWvwz0/eF8acf89Nik6HnPqXNzEe7f0aE76uKkGSpz+sSgV2HD2GQ+//DzOffwWmgaNQVfJP8dwP33+/zfEd2H8It13hhdq6YmTn5iEsxEZe4UbFKEm+doyYeT7ycwswcdJENFkboFV54GhqqlBMZBaAc90ZVdEh4A3bb/BIHNmQA7fI4cjL2AQNzND5u8FaKiGs3zC4kzR0PANNZQWIMabDpA6AxsEBRSZXGHevg+/sa89pLRzNyMAPZg3yXNzwfk0lTLW5yHXzQVZRMZz1eri6uLTZBD0dtNCZzHAyNcJR6yyOed68ecLRo6HkTdUZNV3yE8gtkbNjvAnJSWCNj1Ehr+2m5V9DYyiGY/gIRPcbIIwSjVFnEW55n3L98OYnv4evK9agxYJGQxNKMmuhUJzYZBk983Eq8Dy1dgRkI2zwGoSykixYNq+Awj1M1C35HiN1KmxmOUvJUoACSo0SMR6N2FWYjPq+lyM2LQv73T1xY00hhro54WB6Bty1alRW29Ku5Mxc7q5HTkMtFhqOwV/tDA9lPtzCx7S8P/cA3pNESGiIqEEfPnYM3ycdwXWDYhEVFnZWI8K1QZKzPEuAzhidAGYomGafc/kcfPbWImxdv1M8l+cyMnY4jmwvRFT86dUhmYWjAyCXF061Vzz08meYMiUf4+fe3JLd4ntwfXCfoWMvTzzkvcauLO67eUfL4OMcbCuzKAA/jxCRwlY4N7YMQ+L7lZaUQq9yEXuZr1+rYTgXGW7u7ohImIXa6kpEBp16cui//vUvbNq4WbRYf/Lxp3jrrf+JciHbJDsbGrVadLbUiWmGzRlgW3sdeleX4h/BnvDR6+Htc3JJuCvBwOTQ3hSYjRYMHzsE5SXFKD9+EJqmcuSqNXCr2YFNS7KRXa1EQ3kBdm/NR53xxPA0lgPlTAEDUTpXXI/c6zqttZALnRso0ysEbxz2xDOKJXGPNQpGIRy+cabhOucD3gyrf10PY60EB5Ue7npv1BgqkTA1Bnt37oF7zQEMcq/CjpoADJm1UGwqzz77rKgDr1iyCpZqB9xw32XoGx2NAwf2CyGTjzak4lUPPZgZtfUatMhKQWs1YXpeGmLrqmA2NrXU3Hmjc4M93WbDCyk7Q4wy2eZICHb0W2/hgQceEF7v1AW3orpPf6xX6mB69iGUpiSJyWdMj/FC8jwy28KonU4BNz9uWokTJuC+CjPK9M4Ira3CBEMlXrzuKvEer7z+BooDQ/HyVacmcf713keQmDARRo0RX2j1mKBuEunaEcGB8Hd3E9eXY3OZftIodBjaazyazI3QB1igddDC398PxSXFgrzEY+Q54UbGa896H8FzVFFRjh3rVmCgYy4yFH0wetr8lsht+7oVorwxIGEc9q77CQG94xHZuy/279wMyWrpMOOZS3bZ5q0orKtHZkMTPvMKEU5cSG0lwpoa0FdlRbhkhr+DRqxPnrsPVq9DuJsrZo4e2UoyWxLETNZeOcCGaUpuwFzb55oKZKqZxoV/R7IiH8wm0TjTGQgNDRUM9t1b1yOsVz94eXuL89JeVfFCwUwQDQMjXmYG2js5QpK62SCeL3gt33vvXZSXlWPmrFlCNz63pBSPHi/FMTfvlixbbH0xHm/KRnD/MSgvzMbGagvqLVY8PnOKWEes2/N4eCx0JvoNHoLnjhfjdg9HjI/rh5QdqwFjAxx9IzE8kbPbIa4XOTSykp9/cAjuPpSBNHdvuDQZ8JzODG8nPfycnXDwwAGxFzB9fiow8ue5ogHm+aITzxors3KPPPwo1AotXnjpny2zDE7m3thGbm/fsguRfcIxeHC8KMXRueO64/0sZyu4F/B7Xh9G8uIMKRTCaeSGzZkG7BhqD0oa00FZ/ct6WC22iNFi5MatgpOXGpOnTRSlgV3rD2HYuDghTlZSUC7us8SJI8R5/T2A53bFkpXw0oRhx57NeO61RzFx9DTcee/tGDEmAdnHsxE/uHO6gGjDPt+0DZ+bNchxbXV+FLZpe28razF/fOdM0j1XMHjYsmoPfJ1CUFqXDye1Cn1cilFvsiLD7I5AVCHGNQepVYC/gwFmi4QlaRpUNZ3YP3jNP/30U7GeuK4XLVoksmGdlhngjcsNjnPCafDap04o3sGsQUfe9FxBT5mOgI+Lzbuxwgqz1Sg+6NSZ05B80BtZx36GyjNCEIpYe+WGwRvRbLDi2f/+VUwWZEqNNz+f4yNVIKDOiHxn92bZR9uQiaC6Kkw11cKi0eCokxvqdVaMdNFh/sQJwgM/HbbvP4DlO23kDaJ1LzM3+3vvvVfc+M//91W8+49n4PHO16h+8VFoSgox+a77McrHXWwOPK+8MWhkuVGKurbVipFjxmBPeRVqHbxhVSqhMRvx+ROPitdXO+gQ0jca94xLxLorrsbeH23ERRlMHTb1HYBNjg6QLFakunlhV3PddvKxHDw9KAb+3kEoLahEgGcoLAozKhtKoFJq4KzUIWG4LRo6mna0RQa6NVGRHAdee26qvNGMalccMUdgzLTLWhwnRlejJ1+GI8kHUVFWivGX3yh+np2VCV3BFlQ5R3d4PfA8XT7WFi0u3bQFy+vqUafVIaGpFu7NA6kOFxWjsKJUGAOWNe6ZNV0YsdZjh/lvOl101mRddEbVsoHuSGpNTsHxnPAm5N/zwXMiZ5T4O7lPfdjotvfHmRwBueVO9tc7IrXcvluiPTojbWw7Lwqh+LluwwaUBoXjuEKDciePFjIWR80mGo0YP+828TmyMlKQZNTiodjeIrvAQUPMSpGLQ3DtmCwWTNNYEe3lhvzsTHg0ZME94TqERXBCqg28L0jO5fWi8/bt9p04GhzDogKqHJ3xVmUxvMrrcI3aLPYsvj7P2alkvpli5UMurfA6yVruL738H/E76oYwCCCngVwDgtwolkT5fXV5HVwtASLDxOvOMbxsWeR7yhweQrQ66vUiFc734T7E96KjwdIrz8mjjz4q1iDF2mSs2rdKBAdzrpjZ8rOMjEzU19VjwMA48b3JZIZSJ4kOkFFjTlZE5PpetHoRahprcEXiFad0ENjpk5OdjQED2478Pl++gXyfsay0ad0WRPWJQO8+vc/4fKuFkRgwatg4XHP5Anz0zVvQ6cmiN8NkgPi8nVE64Hrc2mBEKMwoMZvQqFHbZhY1+wONsoxuN4LlpLzcfIRHhImytVKpgp8LyY0KZBjcUG0phiM80aiLgEmqwBCvIvF3RfVKqES7taLNDBuW6xngJScnC6e3U50Bpqzp9ZKo0h5cwFzUTz/9dJeQK7h4R02OR2Gh7QQQwe4RLbXm2IFDkO3qgRHNLFXWTci6PbD/IH5euQwpR5NE1EsHgUQt1vOb9BooTdxCbEMV5FNZq3HAXqMBqb4RokYvxhU3Frc4Arzh8wrz4KB1QEirdJevhzs+372/5XuSDPk+8s3EryMTE1H86zpYkw6h8vH7IDUa0OuZ/2BEbTFgtYiNmhsM/47nkTcTyzCefWPwYpkBR9z9YVaqIFks2P7gn2HJzxWv/c73i8S54LHdMnVyizPAaIPngdHFW/fdAN/F6wAv/+aJWbYFtNkjAEfyC9FQZ0KwYxSUTipUN5RDqVBC5W7EiFGUEraBEQo3MKYwucgYLXFdMPrk5sYFLctN9xk05pSpd0e9M1zdTqRP+e+66MswMiZWeMXc5JQqpUhrdeTGv2zMKISmpqLJaMLA0VPFpkqexfHjHiIy5+cnn4OaCo+v3YJQjQqPXz5TXA8++Bl47vg56MjwnPN8ccOg80vjczpOAw3S3xb9DTfG3YihsUNhUBhQUF0gfi7X/YTKpEZz0sAQwQfJzcOBvcmI7B2K/u0knkWEsGVLS8pPTgEys0TwM3VUTKQrwBr7t7+uREBUFD5TuqLUyUYaVkhWBNZVQ2vlbE8bhH7A+Jmw7t+HwtJcbD2yDvXGevz1yr8KsR9GtvxszKD4pRyCNvUH1Fq0cB58dRtHQL63WR+ns0XSLLtFRjY04OmSBuS4eSLPyR2K2kpUV5eL16OTQeN9ppkffG864VxvzHKZDBI+/PRdsYlyjdCRI8mU7Yi8Lp999llLt87A/oNx54IH8den/2Jz3CDh42Ufw8vZCzHBMW06SMT5USgwbfo01BvqEegXKKYaMvPH96bTznXBevB777+HjRs2AlUnE9aiotqek4iIcPE4HfgZooOj0WRqEv9Oz0oX7+Plbusyyc8vQKOhEcczc5Cdk93GiWBbGs8393iuxVNxauj0ym3V/BwMejas3oJe0RE4mpwBJ4UXknYeE6p8pyOX87UnzRyLbZt2wsUSiJuvvBNWyYJPvn0XgX7BmDZvQqcRIVlOeW28rd3um5178IHJBeWOLi3F4hea1AjZuw+JQzqH0Hsm0AnTaNTYtnEXtCZXZCfvgpfexv8Q2hyShLraUiRMGYT6BoPYH48cM8Nfq4Wz2oJ6o4SqxrazZmRdG2anaDuZse4IOuwM0Bs/XYsNswLc/OR0cVfAP8BfPE6H1psGjRbFh15/4zV8/s1ncOw3ADkZafDuHyfq+kxR3jJ1KoamHcN96YUwKpRwkCzIcPNBjYMeh3R6QXIaU5aHIrUDYkNPSEseOnII9+y/B14WL8z3mY8rx14pNnoPV1cY1/xie//L5mDLz8sEiYhRaWuofWyvpdNqMe/JZ1Dq5gVnU5W4mRgxkAEumN+jRwsHpqHBgK+270IVZV0ZRUJCzUvPtDgCfotW4nmdG2AAxq/aiF3+Ueg7cjQy9+wS+gLyJkSY8nOgFXVMmyPA6G1YVTE+I6lKCfiYDWgw1sJJ6ypq6zVVFcKhGjzE1u/KjWDIkCFiwdEY0PjLoircEPiVBtXL3Repu3NxaF8KBg6JFbVdGeGRbduGWPOVJ+RtXrMTWirKWY1I98vEpKmn9mZ5TBwVzI2FG0R8qyEzNJyM8rhZc1MVEdqxDPxcXov13iEYUVaAktJS+Pv5tRlQQ+dG5oUwmuTmxKwBHzS6LOPIOhYt59NsQo1UAw8XD2zauwmfqT6Dr6cvhpcOF2UnOhHkVtABbW+4mX3Yve0AvLTBggzbr3+/NlE/yw78fHQQaYBoKOhwsYxBZ4w/7yzS4fkgp6oaP/YZjEa1BoNqy1Hq5Aqfhlpc1lSFPycMho+XrZwmb+B0Eo8W7sUXtV8g0hyJcZ7jWj6vLJbD81+akwZJ8oekcUS/0+js0zFnhE0jOWTQQBF9DluxGiVmFzxsrsSCmWOFA0JjToeK2SEZ+/buF22qR1JShQFMHG8jUpKwJtfvPT08MWviPCQf34Wnnn5KONk0mpyUKLeYce3z+I9lpeKJFx+Ek7MT3vv4PTy0+SH0UvfCZJfJIlv21FNPiRZh3i/L1y+Hk84J36R8g1JrKV6c+CL69uoruDgy+Jr8bKnmVFjMFrzy4itITk3G3Gvn4oZZN5zXbBe+5qBYW4q9oLAAP+z4QWRK9Wo9AqQQ+KrCbcJi2lCovRtbRuvKPCjR7bF8M6CUoHM64eDHDeoHTy/PFq4UYTSaUF3cAF99OEqPGiGZFfDq6wB/TfBZu8z4ex9/LzTmQQQEs2dehoz8I/ju588xaNYJx6oz4Ne8Ju6bOQ3Oq9biSYUzIqvKYVIqkevige8yc5BUVIKp/aLR6wyO1oWA9/Pm33aJ8+rlGAyNowZwJD9CgbLaApjVBjRVVKNy/1pkpfyG4IGD4aB3woTZd4rrlZZyEJqsldA7OqC2oanFEWCZijMJ+D2zXrQpne4MkCPQHtz8OYOaHu7F3Jxag7VSMoPpwXvFDYT3dbfi6GMPQHH3Iwh/9Vl8/fXXYoMeEtsft+cX4JvaRhtnQIxetDEIHKwWDNEAg3ydMXrwoJYT7ePpg+ma6SiXyrGxdCPmmGxz0ZkyLWn2qscNiMP+dWsFq1N2Bvj3G46mw3H6PLg6OOLWgf3x5Kwp+PDXVSJqYRqSmxo3EFkqmYb2hy3bsabRCkeVWZBb+FAHh0EVEg6v974howvsjObPf/UORc3Tf4Vh+1bx9zSI5E30i4vDHQsXQqqsEH7A0PICxCjMSIYGfw72EX3kpqxG6BydoHBvQG0FG8Cc4OroieOHsxEcEtRmQ5WjXTJY5SmGsrofI9dj+/LhrHFGRb2xZRpZR+Du7WxLCVaZYCjXiDSvLPjC80cDylaymuJGFBeUwC/QB+ER4W2IWjwmbtwsrzDiIjHsnz//ilKVFh6GOuz29Ed2UXGLMyCDnAFmEuhRM9Uuz6qXDRWNcHtnQOegw7WR16JvVF/8sO8HmJQmsX6c9E7idRhVkVx3KvD8DR4RhwObj2LgaFtauaS4GFvXrIKTmzsmTJsu+De8vxg9c+Pg+uA5oLd/se+13/KKUeYVCr2pCX8O8UFUXi5CHLW4Z/5lpy1lWKwW6Kw63NL3FswcdyLtLYN/N3bGlWd9b3n9yairr8c6J29MqCzEjTMnncgYxsaKhwxmjLIPFyPveKEYLatROiD1yFH0je7T8npFRcXISDsOSWMUiqozZ84UwYMMRsjEihUrROTFe5X8IDrJP+7/EYWaQjw14CmMHGJL11Maljh89DDeSn8LTpIT6hX1iNHEoE9UnzZlq9YYFDAI4/8xHq++/ip+XfGrKDlMGDRBlC5ktC4fdRSBAYGYGjsVoQGh2J+6H8cychDk5iD2BWUzka61Y00DvWPLLng5BkGl0AhVHrl0tWtTErSuVnH/yedPrdJC5+yLkppcQG1F9KBI9I/t+ERIL28v7M9IEnVbpUKLmbNnYNOjGwWvxzTddFai7/7k/TiWfwzzJ81vaXk/0/mhw+qgUmFkWQGMtGdiUJECP3jZsswpew6KoPGasWMuqNNIvlY79+9Ecq4t8GgyGBGk6AVnjZvobmsw1qO+qRqSZIFFacZl86fh+4/eh6G2HKgpRXZDPfziBotzwMegYSOxraYCo0M8sWbtWnENGFAyGJa5KuQqcR/pVGeAHgZncbcHyS/cpB577DH0FPDis3ZHj3ZU4lgcSk4CK9R3og4f+/hj1/4DLc+9cdIExCSn4JNjx1FeVykcgSInVzSpNPjEwRMD8spRuXa9IB4umDYV/WJj8cCMB8TFqKmtgb+fvzC6j6zfDteHn0H9J2/j+RdeEI4F083sKJAJd4QrLHggcTjmDugHL09PPHq9bUohDRc9bM46p0FltFJUVoaDNXXY6x0KLwUwvrwQU1Vm7AkLQPHLr2G7zoFDlYUnObssBzm5uVi9dUObc8F0+2cffyz+PbToONzK8vF/o+MREhSErJwc+Hl7Y9f2PVBqHFHTUA53L0fUm8yoRzUMpjpAY8GWdTsx58oZKC0pgYNO15LypsGjw0JOByNq1kp3bN8JGNWABmiy1iO4uWuhIxg5Zrgo5fAz8Z5ntE44Ojnhk517cVW/vjBVaODr6oemhgYUHKmGq2tFG2eADgQ3MRpLRv28KR6dNgmlFRWoqKlFncGAmFN4+vxM7evtrPMysyIbYIKfN78wH3qdHv9Z/h/46nxRXlGOhKAENOY0YmLMRAzuN7hNtHc6kHvDcgyn8hE6R0f4BociafM6DBk5SjisMviZ2FfMbBHLdRcbnmolEsvycH9UEIb174cpI85esrhy1JUYXzkeg+M6N/3KDT3AUIdrQvzOKK6k1zuJVmK9xRs6Jyc0muqRsb8Qx45kYPY822hvRvwagxualKUYkzgaY8etEGuSzmVrIiKdXHZQ0cGgM8+1klCegO1Ht0OrOdlgubu640rfK/F2+dvQW/TINeXioU8fgovGBY/Mf+SkUtS8yfPE1+CwYPz9kb/jivlXCEGm1jyE7z/5CEWpKRh++RUYMfpEx8XZ4O3hLQxb/8j+qM0ywaArgbuHK/IzSuHn6d4yi57ZSq1aB1OVBmqfaji5u6Ch3oCywir4BLhD2+AIjcLc4qTy3qBB8g3UYOzoBJHNag++Jp/H6yRKZQV54tzIqnqtSx452TkYrIwWreofvPQBRvQZ0TKD4XTwcPXA3j174bLVRTjm6zPXI1AfiLkJc0UZoKqiAkcO7MPc624QezKv69CwEAxVKbEgJRs5Lp4iY+ra1IhKRz1+8A7FvupyzDEYzssZYBbvQOoBfJz8MVyULujj2gdBbkHYmr8VxyzpuMbnGvSOCkJmWja0Flc0GapRnLwRnv3i8PZjf4O5OF+U3iSFEv5x8bjh7nvbvP6oSbPEVxKSuQZJGmzNC+I+KHe3dEo3AZ/CqI83BVunZPBNGMn++c9/xiuvvIKeii1btiIxcQz6P/0Ccpf9iHAlcHDvnjbPoUfFxZFdUIA/pRWhzKmZIClJcLCYMGbHKgwpy8cNjz+LFV9/jnm33N4qNWbEVUtXYadXEKxWM8rnToRkMkIyGoWRYd2auYdbC+txTWMF0swS3p0xoY2sJN+bGRYeB50H77iBeFHpBs/GeujUKjzsoYMzrHjq738Xqc/4hATUvfAWapRq6ExG+NfXICLzML596AHRzcFFyCiZ6U92MhA8DkbA7Rc1jfnq5RswcUYicnNyUXC4BoH93URtUma8c4G9+9xT8ImIxNW33NYSLfM9eOx8T25o/Pfy79bA1zkUdY1V8OmtbykznA3kSshzHXhMjEoYEW+1KPGtezAWVDVgmopetFq4QHWGKsSMDEZo2In2N14LPni8F8JfYSaMHTJ0Ahhd8pzxXJSUluBPP/0JtwXehu/zv0d/XX/olDpYJAsev/pxce0utDPg0IEDyD52FJdd1Xb8rcy87wngsfA6XUi01Fng/iRr259NEGjZj79A76xDY5kCkmMjnK2+CBnohl69bVwMfqYVP61EdGyvkwhvXO8MeqZOmwaXZqeDxGBmf6hkKR+HLDzWHo98+gj2mfbh7/3+jhEDR7QRKzsb/vOf/+Dvf/+7yMCSxM2/++z1V1FXXoY7nnruvNY6PyuNs3y8LKvQ4eS/tRoHmJrMMNQ1wVsTjuK6bMy+enJLYMP342dtnZ2QRW5Ox/Who7Vm9xpBZJw6ZKpwmu78+U7cEnkLxsaPPW3nA0uQHEtNQShmfb/66qvTXmceW1ZOFgJ8A7B442K8Xfw2tJIWIw+4wreS944VPn1j4dAnVtzjLN/xc9x6660oqqjALWmFMKjUuFOqwwtO/nA0GfF/DkZBWD6f+/r5r5/HxrqNwum/NfRW8dl3le5Cgk8Crpl0Tcs+lZ6egaPJxxAc5oc1Lz9n076xWAS/i/9n1bviqqdfQPg5KpWyzEm+C/fTsx1/h5wBpiq5MdPAtJ7UxBaZ1atXixTOuU5wondIYg+Z//KNw9dfsX0FXHQuuGz8CSb6hYIGhk4La3f8uJxSxpuq9ca2ePNWmCUJtUYTXtJ4oFHdvOk2tx5O2rICg1N2IXz2lQiOjEJeRjrmXX9jy7GnZWbi3X1JsHK+wZqV+OX9dzDyoceR/9P3KM7Px5+eeg4GHz9EuLsjVVJikErCtIgQjIo/0S5D4SZGlDzWDzdtw9c6D/w2uDeMTU04nnUcP/20RPAzyN2gbvqkG29G46wrMc8RuGOCrU7Kz8rNhT27bK9sf85PR8JhpMMbg61wWRnHBSu5/XN504i0WrNB4rlk5MxFJtcy04+lI2VnFiRY4RXshFGJIzt8HenVsl5PJ4vHys+TWV6JbxqBPZ4BeLSmANEGVzRZGmBRGhEY5iMIjl01IpufTXYCWt8Lry59FXPj56J3RO82v+ssQh83aTnKsqNzwXud65p7zZ61qWItjZuZ0MYQ0ZmUCbytsfPgITyYVYxeRgMGa4B4X2+89dr/Cda2zCE4E+SouP2a6gj4txSQoZAZMxL8e34GRt8sZbBUcaGS1lx3shzzoYNJKMops5VNrUD/+D6Ijul7Qa9PZ2idtE7cWyqocLfP3dCqtJg2fBpe/PlFvHD9C6dd8/wbOgG33HKL4AKxBHyq3nm2Pz+27DH01veGl94Lm0o3YZDLICQd/g19G+OwYetO7Es5jPLmco+M6dOn4/4nn8Li/FKsd/XF+JpSLPcOweSyXHw6f2aHVSfbgzwRZmB8vHzE/sBzLKulti55yD8vLyvDN//5B6xF7YZjUTXUPwR3vfjqOe0zXCNc2yxvnU08qUOfkNEZD751OpZRJmvvTMefzhFY9t23SBg7Dv7NddePfluNPTUNeHHaeGFQmFmgty2jT98+OFR6CH46P9zx8R14ZMIjgmBzoeCxcy4523+YZmpfx33jtzX4n94XFoUSkcZyNOlYNyKBxiZI1EwlANw9MSxxnBjkcnT9Sjjd/mc0NjUJUlxgWCi+/ewzUVe+Zq9tYNCxIWMQED8S2n88hK0fvYcVP/+MLSuWIdLZFU5RffDX42V4T5eKgTHRYiFwk+LNyAg5zt8HD1dWwd/XF698/Qo2frcRv/3ym0gVclOgI7bki0/hvnwpfkpLO2nmNYlLNNCMJtgBwmzCmdi48gJjKehU5SCifQQjM9xbI/PYcbjrfVBhzEP/uH7ntOmxzMBjZOqO0YAQYLJKSHHxxv9ZKzFy8ABUlJbBzz/ytMfYWTjVZyN4Qz17Y1snq7MhdzrY0fmQHVnRfWOtw4iJg06KSE9Xl16flYNJFis+9QzCOpUSvcwSTLW2OfUdcUgvJIvCv/3b3/4mOAPcyxgMcB+jc0NNf2YsGD3zd+frlHLNyWt+1OiRwInhrhcM1sp3mHYgXArHgt4L8GLmiyLDNzByIP6y+C9IU6bhn9/+E8/d8NwpzyV/xoFGTHuTqM6uKw7nkffy47m5uP3L71F9eAV0lRbUetZin88+OIc6o6CuANJuCV+tflNc90HRfTDriqvEnsnMLbVVXnvtNYRHRyMwcSLqtTqs8A6Ba5MBd0bZpq2eLZO37suP4RYchpsf+Gub45894USp70zrS2RjtFoEBAYiZPBwHF9Tipi516IgLRXuAYEIiogUJdpzDRBom7kH01ntFGeALyRkLps/JOvb7L1lD+7pOghSkpKQtmY5cpIPoFGjxYHIOBxx9UaNqy8eWLkRegVwla+bmGveVF+HRsmK93e9jwBNAPxUfnAPcxfv46J3ER+GF5FRGS9csqRCkoUq9xLuDPXDkOYhNjQe7ReSGP5TVITsQ/vhA5MgpPFna7duxefHC9HooMNRvZtgRRNp7qzf2l5DtN81t3A2OTgicvIsqDQahEVGwSmsl3AECE3vvji4azuGT5qC9AP7MLxPb3ynUKDp4B64JozAnffeg3vuux//99zTiHIAlHoXDBkyFLNTd6BIb0ZdRblwuEjSk7XGvdQqJCQMFa0+i99ejIP7D+LJJ58URp6Lhul/DlCqqqw8yRGQF9dDDz0knsdzcr6DpOik8Nh4/TuyENUaNQw19YiKCRNM43OFTJAim56e/8D6ekSkZ2DUgFFikwtv1Zlghx3nC94PcQl9zsmpvGpQLGoaGuCUlon/uQQgFUrEBwYKB57ZhM6aTHgmULiovXY/M1hUvyQ/ialvZmsvZtvpqRARHIGnG56Gl5sX4qLj4O7kjsjgSHh7eePGshvx1ZGvMDLMJgjGc8leeWaj2aZLCPK2j4/ggTGjzGwIiXL8zNzTn335FeSmHoGSrY3eXthRswcmQwNZkVCrVKIkwVZr7of5eXnC6LLEyYwoX3Pnzp1Y/PXX+N+YMRix5FMcSE5B4/EMeCxfftbPVl1ZAXNuJqolCV+s+ByDIuPRv2//885sT7l8HlIiIhE7cBBqhiXApXm2yPmA5417N204+UYX7AzwwsjeM2sybH2hN8whK6eLYKha5xoZjSGTpuDNA4exNjBKDNhRSAr00iihgxUV5eWwNBrgoFZhzOQpSP4tGfGB8dBr9S2LgnUspsj4kE9u3wB/fNSkRZME7K1uwpDVW+AICW+3q8MT61etxL5vP4Wi0QCFpw/W/bIcJpKx1v2KSJUaX8z9MxocnZvV1GUtQlGxARv5Qhw0yDWaYBg9Fbl6LUoPpWL+0AEYOXsuRuWWYNtH76E+ZiD6j5uMPU89LMSGHnzkEaj8A2HJOAb/+EG46k/XCGfAPSQM3oH+COkbA0NdLXS7NyEpeS9G3nibiOLp7NAAysS31VtW4/FnHsfeXXtFZwLbDQmWOyjaQpB0eKY68oUOjeK1pzgMjXRHpreNGTcKG9ZuRp++FzY2VZ5cxs82MeHcnQo77DgTuJf0OYMIzqkQHhKC11esxA9KJ5FF5E7B7hc68EzDnkmUrCvBvYNlT5YXmUKnwMzWrVt7VHbJ18cXk31OaD0kJiS22JOSmhKE6kIxrJ9N3Iy6EzT4tDFygMfyCp0uRvLkPbFbjCUTRvQ06NwbE//+BLaNmQ5J4wAHyQpFfhbU27/DKKU/Flx9FWZMsgl/RcfECBlw7rc8d3QMH374YcEbuPpKWzeL3DFB8R46V6cKuOTjz0pJgtI/GP79BiDQNwJL9y9FkF/Qeas/itbysbbhSJ0x9I/HQWfgbOiQM0DvTPZM/vKXvwjDxFa4U+mp8+TsTdqLEYNHIPjBv+GDZctx1NFZGFmVVUJU9hEYa0qRGNcfo8eNx+Z1a2GorxMEi6n9p4qIUO2pFoQHXiQ+6OXKpQheoOLmtL3eZEREXSW2eAfDvakBu4+kYmJCW+3wypIiOEX2EZPqGjOOIO2HL0T9hR9c6dicBm6RJLaBt3k/RwfolQoM0uuQnpGGEVoVnD17Q2M1YXdSCvIaTXjulptw4/HjKHj9RQy/617c8NpreOD++3E0Lx/auHgYflkC44TxWLx6jXjdcRMniclSBJn5h/vGob4oHwMGDhQlDH5OWdSJ5ZMX3nwBe9btEYQh2REgGPHzAtOb7ep0OTkMvM6nuxnag9HR1Bk26Vg77PijORD3zZiC5T+vRT5/IEkorLfV2Bm0XCxnQAa16KmvQlIjFRJl1cuejF0HdwkBqn/caGvBlEsi3Oe577RWC6UtYJaSjgF/zlIpA1MaTLZ4vr9sBXbrnUDBfFHajegLY8Qz2Gg1QCrYjOpfSxAZEImEQQlCvIp7LIMu0Y0SEIAvvvhCdCNRAp7fk8PFcfRXXHUFVv226pTHv3v7dpTs3ASn3v1wzcLbxc90Wp1o25w8+vRCV90J2k65JfaCnQF6UDQGf3/0UcFMv/7y2XA9jfjFzxt+hqeLLZKrravDRqUjGtxd8KKpXJQG6hsrYGyoQfLWDRg4ZCjqa2twZMVPiIrpL1qm2FbH9A0vBpmQTOnLKmzyV8nBER7Q4DpDCcZGBOOZnFKk6d1QUlvXchz8u43r16MoMwMe/oFQKBWoJgM2eR8kFUsMCpR7+sKs1sCjqQFhjg6YqbaN8RVpdXdPKJtZ67EOQJS/Nw5kpqLRLxj5ajVcC7MxYuAAPHjPPfiHSoufP/kI/9izW2RLbrjxRgyefTn2Nxqwdd1axE+b1BLFy86Ap5cXrr3vQXz2739g06qVmDlvvkj38UFeA0lJxLXXXysGQrUGFaWYQZB74GVQbU3Md+/kiIB97nbYYYeNf7TQRYvl5XlI27EdR1auEPd0a2f9YoKZSXYecAZCT3YGFq9eLASYCqsKceM0mzS5DFEm9fISWUnWucWeT3J3ba0ITpghIK+I+xwdMJLkGKAGKoE7NCZ8ZNKgstVUeo25Blnmn3G0fDKyKrOw5MASTAye2DLqW+bQe3t7t2mHpEYJ34vy0A9/8LAgDbPcMGygLeBkuWH7919AUqrRb/SJMcd6B32bSbAXGzyH8kyhC+4mYK3l7bfeQnZODqYOGYCrr70ON973F2Gc+eciBUF5S2rgN7c/8ULtTkrCg+lFeCcmBP1798Znb7yK6uxMzHvgERzJOIy8unzcetlCFBUVwtvbp026mxcqNy8Pjjqd6K2lQWK6miI+VPZz8vWDsqkRVqMRJRKwrbQSj00Y01LXrqiqwqbyeiglK6o/egWSoQGSSgOlWgNNcBgUShUacjOxa8Q0XBHoA1cHB7jqHKDVaGBRKJDpFiCkf5lFMNVWY6jKhEN5hTD6BcO7ohBzJ08Un5Ee1/xFy7H1/tsR07evIFSSWMlWSy5cEuGGxPRBU10tsipqWobIHE5Nxb6M42hI3ov5C/8s5FUpDkHxEmZf6OFPmzZNpMvb8yBInGHNjF9lISie9+e/fx7Xj7y+DemyNbmJni6vGWuOXcHAt8OOSwFH0tNx464U7L1+rmi15n3IaLKngJkBThblPtkRvYuLAbbovr/qfTx85cOnLXNSeZPlDllJlHucLPHOTDX/TjbmcrsjBeazJAWea9Kitvl1AmorMKdmO1Y2LYez1Rlz/eYizj1OSMqfivwpSVKLBDj38s+/+ByfLf4Mc8bbNA5kbgift3HNatRUVGD2VVf3qLJMa1xzzTXCrrAUcsHOwDPPPCNqMzdd8yc8/PgTojtAPiGs5S/68D2YTSbMv/VE771s0OmR8Gc8uW89eCekqgqoAkJQai2Cz6gx6B/YHyvTV2LhqIXo1/eEUlV6ZibWltbCv6YME4YPQ1FJkbh4JqNJpORYO+Khlxw+hMxNa9Dk5AatoyM8xk4TBt/MCxzRhweB2sVfwHw8DQ7+QXAYMQGqsF6wNjXCtSQPpQ5OcDCb0N/dSRAW6WkqNBqbM9DMUeAZstTXQcH50iU5mDamba8+HQJKPlICkmQWMvhZ00pKz8C+rVvEc5x0DqgzNOLtd94RWZAsqwoqHz/E1JUK4R+WB2R9bzo8dHxOB2ZMWL+nSA7fhyWVBfcvQGp4KmIDYvGfaf9BaHCo0H+gUhrrb0y5yYuVYjac/maHHXacO5imJnGahoL6AlQi7EngGHL2lp9tH7mYkDUZ5JZk2orVW1ejwdgAN70bJnCfVqlEplR+Dh0ced8/E8O/Hgq8Y9QIfZLwmnIMaCxHVe0ylKEQn874FPW19cLROBXhU6FQiP2cJQm+N4MyfmWgdqrny9Nbe4r+R3uQG0F+Gddr+1bz8yoT8AOzj/XN994X39P4/PLjD5h77XXCKN5034MtzyWZ49u1G9HbxxOjE4a1qNXRawsbNR6lxzMw+ZobUFRUgG35O/FW6lu4NepWBPm3rX0LzXu9C6SaMmzcuxEfHPsAjw15DP6eNp4CFwSJJlZjEyyGBiGD2Wv8ZMycNV2UJxbt3A+NUg2LpQnDZ10GS309DpVUQPIPgVLvDKWTM+o9feAkAaaqchRXl7Zoqbd4R7ZRhpDSkyH5BkHt5IFihfakC8+aFaVnyVR98cUXhQPE1NK6bdvxw4Yt+PgfT0Gh1sDTwxEVxUVQ9h8CbWCgcDKOVNZi47p14n0pe0rHSZ6OdjrI2Q+mAil3Su+ZrZ5EKlKxVLO0RT9dBvUDZPB9OtoOZYcddpwA75sFCxYIR4BZO2boehoYBVIVkftjT0VrbRLisxWf4Z3yd2BVWPFX37+K4JG2pfVzhD5BK4Y+Px/3YjkbTVvDTKyRnQdGBXwcPfBmlB+GxU3GBz/V4L2K97Bm3xpMHTxVBG90KNhKSU5cQEBAS5aBxp9ZWYJy7sz6nK5TpCdrgTDbTEdAnoR7NnTYGZBbVdgyuP235YgdlShOXFVVNRwddfhl0xZUmCUxaUnyC0ZKeQmiKXjQ7AxQPUpy0MGrdwy2pmWhzlKHQ7VJuDr4T5g8fLJ4D9aIZFgtFrg1GRDu7wulSsKNxhuxLX0bRoaObLkA/MohQ9DqIFmMqKmuFheWXl2YTgV1STY0ahWGDBmMFRs2wSFmEJQsbTQbQTGxkAM5aiphrq+Fo5c3Clx9xO8tjKKbbaXZyQ0qBweY62oR6aA4ZTqIzgtbN/iV3jhrT6EhIRh19Q3Yv3EdkrZuxhP/+hemTJ6MsroG5JpMwkHQS1bhpbJ/VuYTcHGfqVWJ0yG5eCmPysUvOwKtr5fsCDCjw+fQgWs/GtcOO+w4N7BuTfEb3qvMrvXE+4iDurgnsMOAegTMVnZH2+OFYHDUYDzp/KTQHpiQMOGUmgzU2ReTTevrRb8XnTGS4/bs2yOuA+0HnQWrQoUSpYSApjrE9U4Qfzth4AT4ZPrA391fZE74+szE8rVoRwoLWar2FueJDghnk9BRYMZCnhT6ewKvP7lnLCOTZN5pzoA8s53o3bcv/AIChBfGG+P7vYegb2qAMawvlA4OkIxN0GanIcjVGR6tSgZ8bmBwiI0J6uCINKMH5utugFVS4vsNW+AlmeHkaHM4WsgiPr4oLKuFg6sW8X3iUXOoBjHRMYJ5z98TDUo1xt79Nzjo9aLHlkSSvtHRyKtvRISrE/pERogLPDyuP5YnHYUyvHdL1wBJhKbcDMyKjoKbmyt27NuP8vIKWKrKhdfIsoBVo4UmNEq0EVlyU+Di64mjx44hKCCgjSgNFyFbXmig33nnHeFN6p2dYTJW4Y7X3sVfR8fj5w2bMHjkKPnNbefFyU0sQi5GWZnqwOEDQl+hddmkfZlg3rx5gswpb0a33Hotalx3oDw7ELmHjsLHJwI33XSLaDeSBXxal30IXguq/jHVSeIjlc3IJ2C5oyducnbYcbHx6aefCuPBzF9nKaR2NtgGzP2amv58UJmQxEKWByns1RMRHxsvHmcC50Bwj6S+zaL1i/DFvi+QYcqAr7svBjoORGJIImqqaxDu6orJgYFobGzC8ZwcRPfpg14RvcTIaM6L4X4rT3OlbWDk3NDQYJu46uUlvpe7DNjddqbx16cDg7HqumpEhbed0todoIorM/kkkLKMzO4z7vVnQ4cYD1z8smchdPO9vcViY4eBuqkRBrUW1rxMmMtKYM3JgEYBTBwzuo3MMI0LLyT/XiVZoPP2R3XEANRGxgK9Y+Hq5y88Ml4AGnqmudlp0GgwIHFYoriYCy9fKDxB1sqZ/uDjxjvuRMKoUWgyGsXkQGYw+PcWtQbZPmFYu/cA1m3ZKt5/qJ8HTGXFMOZniwdnB4SpJTFPes+hJJTVGwCzCdakXfCtLUMkjHApLRATAU111bC4e+GgwYrN6dnYumdfCwtVBm801rWoE/Dyyy+jurISvVUW1B85JLgOOenpKCstRZZSB6WmWcNe6yAuGiP3j5sHCg2PH36SI5B86KBYsEz9cIEy+9E69b9q5Sr89GYWNizZioyMMgQE6ET7DJ/HhcDMA+tfhJzlIVuWuvvkONDLJlGTTgYdAzvssKMtGJVS9GvcuHEiSu2pINmaxo5Ggfc1dUkeffRRQXakw0+HRuYn/Z5Ae8PjZ1S/tGQpVitWwwlOUNQqkJSXBCcXJyFExAxtStox7D2Sii0Z2SivqMDx7Bxs2rJFGHsaep4f2hH5PFitVmF7uCfL5QKKutExkEsGHUFZeZmQIP587ef4YOMHbUbIdxfID6CdpBCVbLs7khlSn6sz0Bo8acMjghEVESFOcEpqKgaNbOtF8WRnZmZApWJ7iAlVVQY0ULnPnTUaW11eajKgiaJAVotIjzO9QSYsSW/yvPmzgYuEEfD2HTswOD4eferqsWXvPhQ4ueOYyYKIxkZEhoWh8egR6D0dkZaxDs6WOPTrE4307BxkugdC4aOB2mJGk1aH9J++YbgPhYsH3E1GxMX0A7RAksIJSr9A5NTW4ONfmZ6XoIOEuePGCGeGhpbGlITAJes34ZUnH8OkxDGY0DdS1PJeef9D3PPmB1BaK+BW9T6ayhIwbPqfMGHCCEH442d2dm7CwIETkJS0BePH2ybp0Sn69sP3cPcjjwlREaoRLl78g/jdw4/445WXiwQHgfD3V2PGDBUaGw1QQwE3Jyes/+lHxA5OwBvvvIur5s3Fr+s3YuiwYYJ3QFDmmKlPko5Y0qHCJJ0IRhbvv/++uDnoKJCpfK5zKOyw448A7mWMHq+66ir0dHAfYkaAUSH1SNgvT20YapZQ359D0VjO7AmDpjoKaglwT/p+1fcoV5bDzeyGxxIfE4Fig6EBjjpHETAt3rgV5qh+gLdSRLs/7jkISe2ASC8/qEyNMBgaYNZo8clva+ERFAFjUx0slkYEBoaIbq/q6ky4uW+BxWIUgSUzzh3JqDDoffqnp7FP2odbvW9FuFf4SQFjV4Ll5eeee05wyLivy/u03GnRKZkBkjNON5c+tl8/saD4ZoPi4sTFaF2fXrP2Y5SVHYbe6WWoVJvh5KyGFBgGo5J+iI2gp81Nh6ejTtxojJLpoZEtz7p4RzxYebgGMxaObu5YvGY9KiorUaBzgdrLBwpnF6RnZ2Ld+itRVnI/crJvh0axDMMGDBR1/aEDB8CrIEN0DFiz0zH7yqsBNy+ETb0cNzz7b1x75ZUYOWwocssqRImBzwOJhkHhUPTqj3r/UKzl6N5m0IFJGD0Gi7/8HD+uWS8WMBfTVXffj/1rVuJ/d92KkmPJcGpYC7XpM5SWFuOOPwfDxcVROEENDaVISdmGmBjbZDMuqF59o1GUfkxc8DvvvFNkTpYufR+OjhrEx0/C/Q/YWoji43X49LNQuLt7o7G2Bvu/eA/7v3wflUl7cNSignrIGHx98CgyHT3gM3Sk0D6gWAkNPTeQgwcPCp0Hvg/TY3wvbirMILzwwgvC6yZRctGiRS3nvaNgHY7a6R1JWdlhR0+DXJqk0y5n8Xo6eP+y3ZlRNSNhtkHSCeA9ztIhpwBy6E9rvlZPxtH0o/gw70MEW4PxzYxv0DuyN5ZtXIxvMj/Esk0/4ZsNW2GKjBYlXlu0qYAmoi+0wWEocPZEqZ78Lx00PgFQ9u6PGjcvlNTUorpmLfLydsDZWQF3dw8oFNswbfpB+Ph4C6XDjhj1D1d9iF2KXbjF6xYsvGwh5k+ef8aR2p0J2k7u4Wxp56wKBtQyaLs7LTPAhSTfCKcDSwC7tm3DgbUr4RYYhOv/fLdo0XDS+6C8/Dt4eFbAaPoRJu0x1Lm+2DIzm4Y12EmP+EGDkOqgxdYN68WJT960Vvy+78hETJl58rCH1vh+/WaEuDqJ18yGFurgYKytaBAX3NpogHdlMQJDApBS4gGrVQuL2QtBQdfCy8u7xdmZMXYMKquqoA33FVyHBf98CU7Ozm00/aePGoGGVs5JQVER9mVkY2RoICJG2IgqmVlZSM7IwtzHnsWzV12GDz/9FAGeHjBbrZh8+z1oUqqx6dvP8enj+XjuuTBIFgds2fI3uLoeRUCAL958879YvFiB+MGuUCnDEBg4FnfffR9Wffc16podMrn+v2lTCoYN64U33/gZ27fXwMNDj4MHG5CVaYaPbyx8/PyQolLjYHkdSmtq4bt4Eb548/9ajj8gIgrPPPHYSb3IbEeZMGEiduzcIQw4F5msN0FBEwoiMWNA3gg3GxKVzjYxjWk4RlT8yuczdRkebptbbocdvweQiMfsGQ3qd999J+Rrf6+fg88m7E8AAGJZSURBVGAWllEvMwXM8jIYYBDAz8hhaBy61tNA4/+l25fQqDUi+MsvyEe1VAlNmR61FgcoIvqI1nIbI4wyhM3cJwUEsbBS54waigI1x8HUJTB4VMBHvRlW83oYjf9EdXUa3Nw5v8KIm2+eipde+koEMa0n3Z4KCyYugMNGB9ww9YZu55Owu4XrksfZfl3Sdp9tSFGHnQFGoWdSMDqSkoL133+NhvTDcO43CHNvWCB+vn37YkDxMjw8m5qviQFW1IkZBYLIbzHDtywP48cl4pt330bJ4QOQyksAvQsch0ZDF+SDsZOmYPm6pZiWOPO0qQ62MRZXVaNMUgE6PczFhfC1NqHcQQdlXibKNA5IcHXHiBEvi+eHhpxshOgQ+Lcyij6+vic9hye09Unl8wcPbPscDi/SqJTwUZhxy70P4L2XX8QHvRzxxM0PQ1NZiDvnzwEqS7H+56WI6/+dcHxSU3+F3vEavP22K95++3UcO5qEr748DrW6CFbrTrz44suYM2cqfvnFpkpIpUYiOjoQmzYdaXnvYRPHYtWPv2HTlkZcdVcl9mVkQKFS47ufV8BkNgNrbX8vozArA3fedhsWL/5eCBIRAQHeCAvrhV27dmLGwrtQrXVsITayhMH0IkFjztQjRyozY8DWSi5CanmfqtuCP9u7d69om2RmgM4D5UBPNYbUDjt6IujIynwbRmC/V9CJZ7Qot0izvEpDQqPBe/3VV18V2U1mP3paSYQ2IMD/hPIq98/erjHw9w7AJmsGNEqNjZstT5yVh86QCyB6EBQ2MTmbq2B7zZIG1DaNhUrtjoRhI7B+/c9oanKCJN2LadM9UVHhiLvuulNkqs+kKeHn64cHrnoA3Q2WAbgXU5zpVA4qbXdHZhx0yBmgATyTtrGrmxtCYgcAsQMQMyheGI4lS16EhNVwc22E2aJFVdV4eHqugVWqh7FpG+CggipLwvAhY7Fz2xYU79oMRZPBNjBIo0XCiOk4Xp6Fr9d9Bn/H4DOqO1HPgESN9Mws1DcaoFW7oH/0UGzauQtRMb1RW1eP4C7U8GdZRKhfWa2CPxEcGIjjOdmYdPefUZ6biSVv/QAvtSPefuE9ka758K030SsqCn379hd/azJNRFzckBbyz/rffsXKxR+gTz8dHH0PYNEPSixbdkIbOzc3A87OA3HzwrHYsSO9JYVFR4D45qsSjLpjKtReOiicXLFg6ngkVdZjwJyr4OvkCLOTCxTVFVj33efIzz+ExqaVuOZaX3z7TQkKC8vEY9D4SfAJDITGaJv/3h405nQMmJJiixU9U8omc6gHNb5PJcJBQiPVsNiaRfD51Dwg+Bl4LrjZ9uTeXTsuXZA8SAIv13tcXBx+z2h9f9LJZ3ZABh16lkKo+897/4orrkBPBIOKDYdWo0ZXAWupCkrPoObKc7OZV8hj52SHgBS1ZqdAkqA8lgQfRwcMGjYTxqbx0God4OPji7Cw65CXFwSLJRn1dQrMnj0I+/fHifPC7qvznSDYVSA/gLoJJIaeCrTdnZYZkHWiT4eg4GAEXfWnlu9tZEMFXFzyUFExEBptCRy0Kaiv94ehKgoBRi0qjGWIDRyE5GOHcLh6K2BuhFWthYKEFkMdKgqLYVKb4Kp2R7BvyFlb3UjeGxgX2+Zn08af0IvuCvAkH0o9iCTDbvgabcfY2JAOvXIVJNNkDBp0FZ554u+oLC/FR//9FDU59aIHWKNWt5A7WFOSHQFi6/p1OLJqOUIkPUJ6zYdRYcZf/3YY06cHoFdvZ1RV+qO8PAe7dpUhNHgn+kS74OiRGgT3iUZeWmrL6/zy5Qpc8cBDcLnyZgxK2ovhVPTS6WFpqIPSQQdLkwFR/cLhWrsDkIxYcJMeg+KD4TniLaxfeQC/ffgODm5ch2Xu7kg/9IAYFXoq4iCPn5sGH1yUNPZsY2K6qjUYSdHIb9q0qeVn5IOQs8CyxLARQ7Gtdh2ipYGYNGZKF10xO+w4fzB7dsMNN4gWvT8yGEXSYed+xvuZn5kcruuuu050JfUU5ObnItgtDNnVVhwzW6HxsWVzJYkdATaHgPucpboKWl//Zm9AQlNeNhRqNdQKJSaOHHESiXL48AmIixuOn5ffAW/v7TCbHfDnP7vjwQdr8MQTT4iW7p4CkhZl8jdVJ882dfiCCYQdHYEog6kmoykHFRXDMWbMW9BqbobZPA6Ojn9Gv75/RqEpD3qlM1IKD4naD5RqqIMi4NQrBvqQCDhG9MGEqdMxJGoYhkWPwJaCtT2S4FJaXopD0g5IWiuqLOVQK1Wo7a9CjT4aXl6x2LPnDRw+/BKee+4JQeJhREHCDjUFeD6X/vSTmJLVGlNmzYZPvwHQ+AchICQSKtVIqFQKxMaRKTsA3t62NJDFYoJabUDOcRtZk1mJv370dcvrSBaLEFhSefnBcfxMKHWO4l5QOTnbbgQnF6jNWiSOuQ8mtTcUOh/0H52I8uomrPv6M9zx0ht489MvMGXaNLzw73+L7ojWxNBTgQQldjkwS8Cv9KIpeMH6GXWxqebF0gDxt7/9TegbUECJUcib378GVaAV+bW52LZ7KwqLeq56Wmci6/jxsxIxed45F8SOiwsSbSnm0p0M8YsF3rPM8DHzx3kAbE3sSWqLzAqsSfkFGo0WPo7+0DAAFdfF9qBDwG+t+TnQVpXB2tQE0/FjsGQcwaw+oeinlZAQFnzabgq9Xg8H7UCUlw1FdVUc3NxCMHfuVNEp1pMI0CR/MvhmVuB0ATNtTUecgQ7NJmBNSWb2yzWzC8W3v32FKL/e2F+yEz7KAMyZOE+oB25dsxojJ04S5JBd+3ci2D8E+1P3IiF2BHx9fVukJ3sKDqUchN7RCduObkJ9RBkUGgna9GI4V9fCw3Oj8FCLq6dBCz/s230A//d/K8RnkEGFxBtuvElE0iT0cO4C+5nd3R2RkfEd3NxXQaU2okk7EEW118HFCsRFRcPF2RV7912NffuO49ffHDBg4gIMmzwNSVs2ITXtKC67+0G4kiCpUEBjyoDKWoEmrS1zIik0kBRqWOvr4VeehxK/MKgz1sLSdxq++uczwhmYeM0NuPqOu6ANDEXhsaN4Zt4MXHH99fjyww/OqAvOuuPjjz8uFufpnAemW+lh8zoy2pLrkg/+6170jeuNQKdQ9IuIRa/IrlX+kgecdKY6GzcKOmby1DJZvfNU5yw1LQ0b88vgbKjBnMTRYmOSu3Z27t+P3Bqbk2BWqGBx0GFW3wgEB3ftyGo7Tg9GxuzdZvtZ6+l2lwL4ufn5e8JnLygswKr9K1DnUYlBypEYMzxRdI9t2bsfRVYVFFYzVBF9YclKw2B/L+wrLBWB0HWJI9vIG3cEUivzyBIoNQfoHJEj1RPA7jtmZ6lvcypwP+G+Qht+tqFVHXIGuMFxwyRprLPENmj4eWHkQRQdqRPTWH6z9gtcPd42E6H90AtuuufC4uTnOtvQi46AG/6HG96C3uyCRocchKmXQWVuhNmoQkN9IEaN+hSbNz8AZ5ejUKuewbRpV4q/+9OUCSjPz8Waw+nCqwsJCkROnk1IiOckNtYTjzyihJOXP0p83oARvvArzEK+UoteKitMDRmwWv8PvXp9DU8vfyHhrFSpsCcpGVWGRlS7ekPt6gy/2uegNR6BpLDdCJX6G9DgOhvq9BQYHJ2hDQqDua4GKhc3vHL9fBzZswv3vfUx4qdMhdVsQVRlvjDeeQUFOHrwQIccQhKQWMdiLZJcgaVLl4pNhAJH8fEnlMZoNPn7pKQk6Bx1aDQ0in+Tk3CuN+65Ij09FSkpv2DGjHs7zSHYuW8HKmsrUd5QAof6NKg1G+DkdC8Sx9haN7lOueYMjY348UAqNCHh0NQfhj77Zbi73Iaa2v9BobDA4H0FGn1ZerORbS1GA0aqTOgf0zMV5C4FMJPFlDlr7Oyo6Ukp867G0aNHRXs0FfyosnoxQTvw7dovUetUgav7LYCPt0+bKHjVrr2odfXG5b2D4e3lhdraOlisFiGNL0fP52MzioqKRAcUy6AkWfYEUGDo22+/FRkrEgjbg+Pu2Q7Oc3a2z9khZ4DgDcANnaI0FwtMHx8pO4TrJ9zSxiDt2rsP++vNCDLVY8b4sR26uCxlrFi/EU0WCwZEhgvJShmcld3U1Aj/VqzVUyEnN1csNqEGWJAvHJSNe9aiPPgQpONOmNR3PnQ6PdzcPLBz169iU4+NTcTrr7+B//73v+IC9Q/0gz4gCLv27IWHqwv69+uHvzz8CH5ZuQpff/k5IiNcMGDUEISNX4heQ4bDWlcDh5pKuBw7CMnFDEeHXzF49Cfw87MNcCKYweFr8ybIzM1Ddukv8HH4HhpNkxB5qqi5E5X6IVD4BorygVKlbpnDYKyvR0V+Lnx7R0PJ8c2lRRjp5oDbFy4UGgj0NE/luDGj8f333wsdb8oZ80E+wIYNG+Du5obwM7Qe8ga+489/RlZZBQ5s2gAnFxfU19Zi7rx5eOTh++DgoEX//kNbMkJ0ILKornYBmuF5eTnYtu1vcHZOQ13dZESGMzthG0/aP25Ah9bQsbSjqK6qEv92c3dH7z59xQbDtbVn3zo0NT4NrbYeDfWesFqvQZ/o2diUVwbQkWXGxs1TTMiE1ASPitehLt8Cna5SdN5Uud2OatebhPqlpdEAj8LjuGzC2B6vMf9HR3p6ulAgpNId2wsvFTBw4v1HI0j+0MVGZVWl2OcCA052yJIPH0Z6fiEunzzxtKlzOu17K7ZjYugMRPfpuIPNVmrK4TPQ6QngcTDwYqs3CY7tQU0JtoZ3ZGhVh0Nilgku9hSsUcNGY6Q06qQLXFZdA7VvGKpyKm3TDjuwkbPdwqBcC6NnIrILixAWEoKf1m+CypQFXzdflJR8BwfdCEybetdpI+GtSYcxpHcUoiIjkHwsAxNHjYSTgwuKc32gVCix+9geXDHpapE6Ly35DRptJlxcZuH555/HPffcg9dffx3Lly3FwaTkFpLmvkNJog7ElrugsAikpBxGSsqvwAe/ws3XDw998Dmcco7h3S8+Q0VJMcaMHg2dxxG88sp/hdfK12Gbyb///W+xaQUGBsD1kAO++qoI6embMG36MDj5N0BptUIqzodZq4PCbII6oo9g2WqdnOEvbg4FTJXliHdUYNuWLULFjOkoqh+ydspMgSyowbr/v/71L+EM0RiSaMjPRs4AB2W8+u/n0dQ0WsyMOBXoTM247W6ooqJxeNtm1JSX4YOH7sNPS5aIx223eyMy8hr89S+v4LclPwrjqDHU4+BWZyiUKoyZPlOMnj4X1NRUQoILHBxqUV+fjaKDG+CqcEa+3h0x/WM7tIbKSkpQkJYq2liLzVabcxcbJzap0uJV8PJu1j93bEKhIRSbiqpEJqBZetOmvim6nrSQVHo46ipFKxTdc4f6ndAV9kWd2hWeCivmTraJcdlxcUFnl9wXlrq4EVPi91IAPyv31p7yeT3cPcTjdEJ4fJwJB0t3I9Yt/pwcAYIkPSqyth6tfDFBCXmCXLRTgTabtrsj6LAzQAEKmfx1McEFKUsj01M9kJSEIkMToFQg2N02YKI9+JzDuQWYOnwo9qcchrtegayspXB3/QVV1ggU1IXiu3WbYA6Jgnv9dpTkboCn1x5YLAexZEU1IsIuQ3xcrGizYdRH5BcWCvGKLccysT0tA42uHlizZRsmj5mEmOL+2HVkO0qlQsEPoHF0choMKPZjz551SEycJVKMFPDhQx4nTC1xku/oeTILQ+dA4+AAUzPHoLqkGHt+W4Gl77zR8tmOHs/BVz8uOUkh8vjx48Kh4CLZt29fy89jYuZgWEgMGjQOGO7njpKKKmSZJFgb6uGYnwmdSokyFy+oXNwh1dVg4Jhh+KlZg4DvQR4AtQUoeclxzXwP1hOnTp0qugkoYsKZEZQ95UKlcuErb7yJW/JyUThiFMZPmXrS9WHKXPL2EySfGF9PYGgCooN98d+//gUFBQX48AOSV/+HqMAweDU6QK1QwKpWoJ6dEf7B51zm4TWMjOwLq/VeHDlSiZCQO1FQcZQ8VpgbDS31/tZrjtenfYvlyDGJyAoMwsFVK+CmUqA4L184AzxPev0eWK1sN1VCUjoAYWFQ5VXDlJMJTVg4ICkBsxFQayBJVlgtJ1qhhCpn0xHEhYXCYAIiQkLtjkAPAtPEXN8c+MVs2KUA1su53zIj8kdArOdgDB14avb9mcC9hvs1hyZxCNzFBvllDKZOF7DSZndUPKrDZQJq0jPy4wCei4lfNixHlu4I0KDClNDZyC8uw7FGCxRevrBWlmNsoDdi+p5I+TPq3lHTBLWXL8wVpVDrJHgXPQInh+OC3Ffpfj9qna+yRWsSoDWmwKfscUG4Ixod4pGvew6K0iJoLCY0uTWTZ9QaaDy9WzZvwmpsgmd+JuZNnSQWzG/rfkBlQwEGRY2Hr28gNm56G6NG3oaAgFOTwEjOYQq+dR8rLzZr6CtXrsTYcePFNZg8aaL4Xf8+vVFTX4+iklLh/dFJ4rREOgCsubM/WDZsXCzUrf7rX/8qDAvfi4RMHmduXp4weEGBgSINze+NRhLrNAgJDhbPkYWHaBRJoGHE31qIihro8tpgaYBSxiQcsazEtUMs/vFHzJs//6TPzdf5ZvdBcU57qSxoqC+G2fwR0g/3wSOPvEblZ/BjXDF1HP5y1VUiCncNi0JU32hEREae0/ph1L7qp8WwVldg4JSZcHZxFr3FB/fvQ9We7aiwAjMWLGzhpDDaX/3zUviFhGJg/GAcOZyC4JBQIdzSupbYUF+PtJQkjBw3QTgNv/12ExwcxiE21sbAPl5QgrK6OlShDoo+SljzfeBjaEJVWDRMZUVwLV4FT+cvoVI1Ng9KYReBP6xWHXx9H8LoUdPtkyR7EJguf+yxx0Tk1Xot/BFRXFwseD3UQKEi6aWM2bNniwFxDLB6wmTX/fv3Y/DgwYIzwGmO7cF9mQEpA7izocMhFY0Ma8YXGyG+YajPq4OrgxsiwyPRO6o3xlqt+HXDJpQ1GhHTt3lEcDP25haIlL3Cxx9ab38opEbUNU6CwuICo/EXOOj22ZyBZhi1/WBwHAXnuuXNRl6CxsUVEiNlSYJWaduoW5yA5m4Wq9UM7fGjCAu2pWSEATUUw0v3Do6kLkNExHLMn/f0aRcQCZWblvwg0sTeEb0wfrKNpEODzYssX+jDqSn46pfPMHv0XJGSl1NAjMhZz+L4ZIILRHYEyE/g71pLK/N1CR4P5zO0OcftVAH5nNY8AW4KfD96x0wfcjNk+aD1QBH2KZNsxWwH1w6JLPOvuELUWduntCiIMSUyGNuOpCErKBIe0iKYCwOh1iwXv5cD9XqFDjlOntD5BaDaasXG5FRsSz2GaQlDOsxwpjOg0elg1fijsqIckVG2EaMRUb2wNfs4hg21TUVrWQ9Go+BUFOfmYFlKMjxNDaipjMWY8RPa8GnEa0RGtlzfoUNfhsnUhMhIm2PKrzm5Ofg5fRHUCiusTQZUmH0FL4Oy2TWGkTCZNNBV74Sn137xN84uRWJtFRe9DqNxYo/qornUwbXNdjtm8mRn948I9rEz68d13ZP66y8W4uLihB2Us7kXG3TSuPdxvz2VM8B9l0P8OoIO6QwQZCRydO7FRly/OFw19RpMGzejJVJlpDsuYSii/U42CJHuLhgZFgQcS4bVbIRV4QBf70T0i5kCq9UBTaUJcM5MgZSWBEt6ChTHUmC2OsNiZToIMKv8AbOtxUuysvvAJm0pewFWi1n83Hr8GGYMHwrJXIuCgrzmtLJW1OGdnfPx8/KnsHOnbd7CqVBfXwdXyQQ/hQXl2VltfsfU/M/ff4u0o0eRX5qH6vAibN67QRghOgSs11PmVzZKsrHnTIlnn31WZANaOwKnAo3e6YZRnU6YhMQVlguYuWh/Y3CeNtXaeG1atxjefdddWPbt1yf11nMEdb2zB5R6J9RX9IW312T066fG66/fhocftgla/bZyJT5e8jMqQ/qgOiwaUsxANIb2RlVNjfB+V2/aIhwgfpbT9QLTcZk57woMHZOIvPRjLaUvfh7+nM6V3B5IkBcxY+48RET3g7qpAdXOHvALDGwpF7VG63MQEdELffr0b/N7fz9/6BtdYDVJ0IT4Qx0VDaVEdXRAExQFgyYBSkUMrBauPTUsZg3MZh0UijHndG3s6Hrw/qI07QcffPCH1R2gqBpb6ViqY5mgo7XnPzJmzZolsrWycurFBvcc6rRQx6b1SHsZtNkcY90RdDgz0KdPH8EY7ykeUXvQ8I0YekLJT8b4USPF19DgIGQcz8buvAo4eejh5xeEIYP/g7CwKOFU0GDJqfBde0yobwyAwbgFFtcEqLKyYHBwQgBMKHL1gcbDU2hc09Bbj6cJxvflQwcK8t7+/bkoLDyE2bPvxtAhc7Bx41Z4epHkkYOQkBM1Jhqv9LQ0qNQqhIaFw2K2IGLiDBzcsgkKI8dsGloiVKb4lUoV0pIOolEnwQoH9A7pi7y8fPj7+wkyHx+tQa1xIbl5BhlnGcnJyS3yqiRGsRbaEbIaU2Wvvfaa+PeCBQtOkulsndFISUnB808/hVFRYZCqyoXBlh0UknG2p2cDeieYizLgpEtCXf0BODkZ0b//OvSPBXRR9+Ofd74BTTNpqJl6B3NNJawObli0dgPqHV3heegQjh17DVp1H/TpPR1RUTEnCYvwvOxctwZSdSXq2g3gWvPLcnHOIvr0Fd0B5WVlKCwoQHFBPiwKBdQqFQ5u3oDknTsw70bbDI6OgMb8q/WfQg0NhtSOQ1bSAfg45ENSKJHlFQwPqwlBHnpkV+Siuv5WOKgcEd13kq3lNCSy0/Q97Ohc7gCNJR3iP0otvTXYNUBRNJb9qEBoBzB6tE0PhBnRnqJEKXf4tec6cZ+jzabt7tTMAFm0NJjtOwroeZBdezZ1uosNpqLjB8Rh4aQxGDl0qHAeoqL6tpDPGAHSmAnG/LiZmD37HvTu/Thq6qLEZKtbx43AZZMmwKuyCKaqCpjLS2zlgqBwBOjUIlKgM1Fd8wVMJtscB7b7DRv2FCorYhEX+ySCgk6k4xkZp27bhILNa7F2+c/YvWalaGdUc2BSv7g2BozH6BUQAIeKEmjVbvCpj4bZLGFnymEkHT51i8upCG+nAo0ye6ZlUHGMqoHsGGAqlJE01QNPFf1w8JAMuTxxOnAzuWLaZET3ioD/gCFtHAeychdMn4SFicNxWe8oKGoqmmvnQH2DLwwGN0SF9cK7m/fgyocetzkCzUx8x8oyZOTlwxgRDU1QKA46eMAh1A+urp8gL/967NmzVtwkzADIX4nZf7oWs2+/C9Gt2NFlZaVwdnVDXXkZwiNsXIR9O3egYtcmVBXkYc7CO+EdGAStsQnWhjpR2ukoaMyjvWLREFqOvMx0BDKzUFsNY1UF+juqMW/KJIxIGG1bLzonDBo0F01mK6DU2MsDPRTkxXCj7Ug99vcGtqRROp0EZ6ai7bCBTgADtZ7SVUEcPnxY2Lf2Q99oq2lnOpoZ6LAzQONEUhrfuDWYomYbGcVlfg/pMka8Z8ts8Pd8DIqLw8LEEbhx+mRRM+fPuGn3lwzQVJRAMplgNTTAx92t5bXVqgkwmg5iyZJ/Y8OGnxAcHIZ58xYhOrrtYBN2GEy48hpUKtRwrS6Bl7UJZTs2wrOhGoUZx9qoFBKxAwehXgIMbj6oC++HbU0qlEtK7MsrPG9HjNeLaa8HHrBN2qIYENOB1CPn+3OOANsiOVeAqcL2oBPB8hE3RaZLGeGfCV4RvYQyWKWpCsvXL8OWXZuRln605dzx/Ab4B2Lu5Z/D0DAelRXXICT4Vbi5/hPXTboT00K8YcpOhzotCcacDKGBYDU2oqSqGrq8DJGhUagUkJRMrVuhVhtRUvI/7Ni6GfuW/yTKE8n79giiJR0DlgM2r18nbhj+LO1oGnLz8zF43ARxvVkvrSnIhUq0+1nFMbKDYNjlV4rUPrMG5wKqaaJIDavFhHKzFdVWwLlvLGqrKlvKDttTt8Dk04Cfj/2ArapfsS/dVp+0o+eBzjb5Aj/++KPQH/ijgJ1ILPOxje5sY3svJdTU1IgAiRyo1hypnnBctCft7RqzsWw3P53k8nk7AwT16VkflsHNn/UTgrKyVKf6I4Enl1F565Q5N4BRw4ZhTHQUhqEeyopi+Df3uPN306ffBz/fa+Co/xINhqexavUnLdyG9vD08oKzXyCaAsLhO2oiyiwKWCUJbsZ6ZKSnCwMlGwkap5hxk1FTVQmolFA56qGJjIHFL/is2vZnUlQjC5WGnAuKaX8adqb+KRjE37F/nwb/VPVC/g3JK9Q1oDolOQJnwsix45BpyUSGRxKyPVIR4B0IX2+/ltf65cdF4t/JybvhqN8ESTIgPn6kaMXk5w8PC8PlA6LxpykTMSe2N8Z5O8O1OBd+xcfhn3MUroXH4F3+DJzrV9jmmSsAJ+dsVOZ8BXe1Ah71VWgoKsC6X3/Brx++g5WfvIfGrKP4ZstOfLx1L5KsGhjdfRAebhNIWr90CbwVFpGFcLc0Yd+e3eI6crz1yMvmCdGjc9EpDwsNw7zY6zBn/nWwOjrDTQlUpibDkHccKz5+D7k5ORgVkwhYAHWkWdydceGDOpThsePigMaSWUFm1P4IYLaLhDOWtdg5YNe2sIEO+fXXXy8I0Wz77gkaAzJI5j6VGiZttTzuviNQn6szcPDgwZbvKZxDIgVvBGoj0yiwhvZHBw1C7+bUi6+3NzxapbyZDh4xYjoyMyPEAvL0tLH2T4eho0bDQacT5QlfP18U5Ofj2L49MG5ag/RN60SdOiJhFDKTDyJuxCioTU3Q1tla+sw6RzgV58Jz4JlrQjRYZAIvWbJEpLg4epgdARQmYrmE8qL82h50DphqYuRzKoNER4WLkCkzHj+dAXrNJDOeCmTDT+43EzuPbEOpcx5MelNLuYA31+DRtrqrLRI2Q0Imyss5ZOMEMdS/WV87wN8fnh4eSFEqYbRY0WQyw1yyEW7eO1j8aGEVqDVNqFYqEDRkBNQaLcp2bkNDYS58tCpYrRIazRY4eXqhwc2LutJwqDuR+h84ZiwObtkIP0vbLA2du4DAQBw9mozk5EVISLgVISFhZ7wGJ47fRvIcPHY8DqxcDgdmHXwD4OUfCEOTARvSV8HRV4nGAgmSWQFdiL2DoCeDURdlYP8ogZA8e+HQoUMnpZ0vZaxatUoET9RSORcD212li1MdE68hbXZHcU4hB9PIrevEcnqavYwcYbt27VqRVr6UQOPUvuWLDkG/fgPRv/8gBJxCLrM1vLy9W5T8vL19RK1asphh0DhAcvMAnFxQvHsLfIz1OLJ2FVwLjyNs/wbx8EzdB3et5qyiOyQ6sRRAIhCzOdy85GlkbDukAT8V6AFzFsWcOXNO+XvWS5mKIig/TElMpha5Ds4UHbvrPRFujEZJRXHLzxmBBAXZNp/Bg0fD2ekZKJVNWLP2qdO+Fs/7nFtuR9+J0/Dl6g1w0segomyqTdCHoFMhKeDhtREmSwNi4wZgzoKFGHX5lajQu6POyx8eA4fClJ8txIBMJUUiM0OZacLXz08oMpbr3aCOjMHgoW1FSo4c+QVu7l9j1+478NPSV7BhwxJ0FJRnHjRtNnzih6OpoQF5yQeQum8fPIt0iDygQ1BOEBYm3IuI8HPTUbCj+0HnlyWli63Q2hkgB4z3tUwotsMGlkqZMTndXngxwRIueV7tsWfPnjZzYDrVGSBrkZs/DT43fkaML730kjB+TC+zzszv7Th/kAgyasZliBg0FJdfd4NgrKtCe6HEqoKHWgFfFUUNLGJEsbG8FONGnLmHlHV/ymdyIXPRUKTisssuExLCsqDI2SRIT1cP7d27t0ibMdtAohHHFnOYCW+YM7XChfiFoldwb4wdMa7Nz0VqcvUPSE1Lxfjx8+Drcxc83Eef8fOxfMDj/GHxYjz++PNITHwENdU3o7rqFtRU34qKingolFQM29byfP+AAITH9cfA4cORMGIkZo0dg1gXB3g31aIhpBcKiktarsVlV18jrgN1H9qXeqKjZ6KmegEUSITFshLFxTZdhPZoz/Jt7RAMHT4cQxLH0RuCR10FAixNUFkVQlxBLi8xU8LrID/sHIKeBXbSsJOIdeT2I8l/b+gJUwl7GjIzM7F+/XpREuppnXQsBXAPb18mYNmV/L5zmSXUYQVCGUwdsbOAkrk8OTQ0PEF33XUX3n33XdHr/kfwkHsaGHnk5eYgPysTxqI8uEZFY+CQoWdUP2P9j8QSlgR4vWThIF5yOgbke9B4n45gwjQTxwvTGaCaILkEredisw2R158KfPJNwjojlQ95A5Fwei7gAv7iwPuIsEZj5vjZ5zxRTc5Wta7nFRYWoLQ0H97eAfDy8kFOXo74/DuObUG9pga3Jt7VktmhU/PFl1+hX0z0ObeKHT/OCZJWREb2bvNzvubaHasxe8KckzbdyupKOOoccWjXTliLC+ChoW+uEMJTlUYLHEMjMWXWbKzftg7p1ani7/QKJ/io1AgPG3SSjoEdFw90AkjG5d5HqWLeL79HsGTI+4fpcDtsuP3220WJgFmTs+m1dCcYfI8aNUpwxli+bz3EjCPkGfCRT9BRnDMziYaF3gilbWkcZCPAzABx5ZW28bx2dC5o9AcMHIRpc+Zi2s13YNykyWd0BLgY6AgQNGytFQR5zZhWYgrpTExT1puYSSAXZMWKFSIdKusXEOxhJV+gtbfMdcBFeT4T3UT7p34kHLXndsNRI1zOSHFCV2uwTDNgwDAEBgajsLgQq/KWYXXhMtS6lNtmBTV/FtZKeaP/+Y7bz9omeSqEh0ed5AgQ1TXViIsaKIw/nR25HfFwRgrWmn/C8rRFMFSWw1OrgsEiwQIJSgnw1CpRW1aK9GPH0C+qH26ccKt4XDXxWjQ1VqCx8fxIo3Z0DZglYwmV5TISzdiRc6oOnJ4MZuY4T4QGxo4TBpfzJyjs05McAaq/zpw5U2Tqv/zyyzaOwEcffSS6+0aMGHFOr3luE16apWapTCWnmWXIvYyyU2BH14BEvrMJ0DDibz1mlFLE5wveACSKUmCD5QUuQE5DZPcIN45TSQszM0DhIkZH5BycC0YMHnleaXByIkjyOZMQSFhIGBb63tPyPZ0YZgX4d8xyyODn7SwcyUiBwWiAq6MbquorkWfNhLc1ALWWasAbUBtUUAQ0oLBAAyWUcLZaoGSbpQR4m+pwfN8LqFBY4Oh4gq/QYNjDM9Vpx2hH54Ak3C+++AIzZszAX/7yF5GtYq35jjvu+F2c4s2bN4sok8dvhw0sQdKJ7ynEePK8SABnBpaqqdy7hgwZ0mbv597LDD1tdZc6AzQE1ORm21vraFMmDp7r5m9H50PmddAxo5N2OoLguYCvwe4CLsIbb7yxZcgRU6Pt8b///U+QD7kxtldGPBvOt42OnjE1Es4EGv/2jhS7YBjNEYyIWBts7WVfKCaMOqEXnpWdhYDKQOwp3g4p2gCFFTB6GVHmJcG3RAEf3o4KJYqhgaPZAFeNClrJBV7ev0BSbBFkSOZgdI4qSNLdbdRAe6oy6KUGXgNmBug033zzzSKi5OTO30O0zVQ4a888XjtskEvepyLodScoDsegjrLDzEIxK0+uSvsuMGY16byQW0RbfS44552XevRMLZOp2BqywTkTIc2O7oFM+ONkNfI4OqtXmIQ2ZgI4/IKqa1u2bMHEibYJiq3B8gVT9ywj9HS01mjgTdaZjkB7RIRFYMigoZgQNRWWPCUsbMbRSlChAc5+2yFpqiCpq6DV7YTad634t8LsKngE4r9mW69QWHAs/WksW/aq4CpQOfGXX95DauoJDRA7Li5YomOpjqU2Egt37tzZ4/eMt99+WxgYu1OJkzrmyP25mA4JszUsB5C4n5qaKsSuTtUOTp4Xu0GY0T1XlcRzzgwwcuPiZvsY+QMyZPZ4T6qrXIogiY1porlz53aZnjhTUGdLpTNjwBQppUxJLu2p2vocxfzkvx5HXkM2JiZMQH5BPoICuzYK6NPLNqOipLwYBYU7oPPdCIU2F8agA+LneqYMYIXR9RiU9Sy/Sc2TMoVfIBQU3D3SYbUcR+rRj1FT0xc6h/FITv4W9fXVGDLkzOTHHXu3Iz52sF3muBscAop3cdNm8HQuzO7uBjVC6AScaybvj47LLrtMZEtefPFFEZV3N6jyyr2cQQpF4NgWfiawdZwBDoO0c82ynldOlsNn2veSyx5UT1JmupTAWtJnn30mFi/Z/X//+98vqnId35/SnZxrQEGM9pmkzkBlZeVJss3niorKcgTOd8Ow6wbAqGnstumAdAgS4kcAxhLoDXm2KZhKM6DgwyI6CqA0wup8BJKCY7Fs3oCNTaEQnAKVygS12gC9Yw4MjXvh7vEtMjJfE1MzWTaQHywZ7TmwGxu3b8BPa37EvsodaDDYCYjdAXJSGCD15KmTDCDIAaKzYt+/24JBDEnJXbF/nQ3kBjBYYdDNbpWzOQIES/fcF081zrjTMwMEa9EkqNELkReP7AycKnVhR9eALXVkMHOWtTxSk4aXzPiLHYVwXVDmmOOTyTGgGBFTXAsXLuyU1yc7n7wFOao5X4JPUsZBKK2OGOI7AoOnD+lWB4re/rRpT+HwYY6J/S/c3I/Zov9mq0+HQEGrL9oNm8dmix/yObaf8386fQUc9ZvF956e+7Ft++0wqMJR5xQFjVkPo6YJkt4MRYMarmYPBKhD4eLsckbjUFlVCS9Pr5YU6aptv2LCsMmorauFm6tbi1CWHWcH67c9OfXOTCL1SNgxZMfJoL4/Sz68L7prf6BBJzePYn7cRztSvqTDsnLlSvHv83EGzuuTUauehAqyT9vXXjs6FMGO8wdlgMlQJluZZCXW+yj6wy6PAwcOiCEjPQWsW7HrgJwSOgbl5eWd8rrUO+DcBILeM9sfzwczx12GG0bfiqGDhl2UTAoZwSNHTkFk5DOor/OHxWrzz5kJEH4AjT+TAuJhG5stagaE+Fmzs9DsRtheMwMuqkPQoBKTYqZDaVVCW+OEBSPvwJ8mXY85E+aeUbWSWgxLdn7fMniK0a1apcUv25fhp8yvsX2/TcDJjo45AgyUeJ17IpiG5rC5F154wd5FcAaeHO8FDnDqLpB7R5I+nYGOOALMBpO0StscEhLS4UmFrXFeux+9XIpTtNbjlge2nE0a147zBxckDSqj4I8//ljMG6AOAHUfHnnkEdHW1xPBxcy1QiLjs88+2ymvScOdnJwsSH9yayFll89lcJCcVusJqdEBAxIwduxy1NXegMZGF2HcbSbfNnDJ5hnY8gGNTS6orIoW5QO5ZNDaR6iv98GIYT/gmpGPobq2GvHewxHuFCU+Jz/v2QilqVmHoYIKmcczWpjMhYZcVIUXACogyNeuWd9RyM6vrPnR08AsIsm+jELtODWYpqdd687MCa8JidgdKU8wOGQbIcuBzMDSNp8PzjsUmjp1apspdfJ0PfuUq64DCXmsI9Gbp0IYjR8Jel3JgO8skOHK42XbIQk5dGIuFCwTMOsgdzSwrYZRzu8RvG9oMObOfQIa9UOQJI50bi4FNM9YENwBBR0hC1Sq+mZCoSQchPLycbBanoPZ7ACtZgF8fHxFKn9QXDyGDx6BKYkdL6NMHzcTt8y4A3H9B7TUTft6xkKb6QZlvQauzj3T6eyJ2L17t/jK+7QngVyS++67TwjUUBekJ5cxLjY8PDxE+zH3ru4CrwdVZz///POzPpdCcCwZU2WWZeNudwbIGyCpgaNrW2cEZKfAjs6HnLalU3AmcZ2eCm4+nJHAVhn2X3cGqKNOfQG2UHK4Cp3U3zOY8RgyZDoqy6fBamquy3Oj5v/oEEABrdYAF9c8WCwakQWoquyDAXEPYsyY+XB3exMjRlzZqU45VRONpka4qNxg1ZlwOCP5nDMwlyrorPr5+Z2zNHdXoKysDN9++62490g0pnFjebGzsnV/ZMTExHTrED657E4lwbOBpWHug3ywZHy+zsB55/RZAyO7kakT9jzKKepLbWphd0KOLjqyQHoiuCmy3/r5558XD6p7nWsv7OkMKDe4znIwLhbKy8pwYPcu1FdXQVUbDUu9F9Ree2HVZ0BSNrXoDIh8gUSpVBd4e/0DcXGjWoi7I0acO3HobNh2YAuOW9NEiUAVKOFYw0HUrK2BXquHq94NYxISO/09/0hdPkwzX8zIm9K1zJpRspvBGmvgAQEBorTGbh87zg62iA4ePLjbThXnWxAd4X+x9EfnnLaYNvl8y8UXxJhidEoFt9b6Aq1FXOzofGVBpqzc3d1/16eW5EcSXEaPHi1SW3bYODc7Nq6HNj8TnvWV8FcALlYfaMqmQlUfLUoCghPQTCYk9Lp6FOYeOK8OnpzcHGRmZeBgsk3b4EzwdPECfMxQRrLtEVA5KFAuFSG/MQd5FbbBT3acDLa97tixQ6zziwEOC2MJjYSyl19+GY8//jjy8/PFPsKedarY2dEx7N27t9s6tEgGZDmYkX5HMkq8puQX0BZfSMb4gth+8+fPF8Q16iGTzCVe0E4g7DKQKcqWEyr/daTntKeCXQDsROFQK3YCsC2SQlaXOqTmUceK1h2E4hdM+SvQUBuIRkNf+KmtNmVCqxa6Wh1+fP9t2/PUGrgFBMHD2xu9+0afNkJYumYxCqQcwUGQ1FYc+HUvglxC4KDRYfSwMSd1VTjrXeCZHYSKoHyElPZFgSkbM/rNRWiIXXr8bHwBtmVejLW9ZMkS3HTTTcKgsPWYCnY9lcTY02E0GgURlBN7u9rhoGrsokWLBN+H2g8dyShxVDHbHzds2CA4IBfFGWC7GNmLnGaXm5srUr5dfcIuZbA8wLHR1JxmHbentit1BMxuUAudxJw5c+aIKEZuFbwUUV1VBUt5MRRqpU1wqLkcQCdAVd8XFn063GoT4dLkA5WCzoFSOAvuYjwInQgFLNYmWHMzUZmbgfUZ6bj8mlOP0Z04fAqMJmPL9zW1NViR9wP4siF5oQgPDW/z/NiYWPTt1RffrfkSQwYNQ93BmosqaPV7Aedc8B7tbvIgCcZML/O+YtdRT+0y+r2gtLRUfJV1TTobLK1zjgXnvtCoU+2Qe31HnTc6mxy0ximFFzIb6ILvaC46ek70PuU0th1dg9YbMJ2C3zvIUv/6669FipzCGpcyNq/6DZ5qlSALtuoktM0kaPKDQ8H1UBn9oYUaiubbtnVyvspoQSnUKFeqUa3VI3HK6bsHWFagoJD8oPEf4jAa6nIH/Jr2E1ZvXikeuXm5beqS88ZeDX8/f1w+9goEBgR23cn4g4DZL44P784OK2YimHFjeYBtg3ZHoHPOKdFVLcjkc9ARoNwxSflsHz8XO0oJafIZqElwIbhgZ4AHwNQ1swP29pTuLRn8EUDxIHamUAHtUobawcFGEJQtPNsIWxwCJRRWRygk5YnaQTN3QM4eMJswcNxEXHHbnbji5oXw9LKpB3YEvG9HDh2FWybciRingTCajUg3Hm7nbtg2Qzqk5AfZMwNnBtXqSJbt7mmFlInnfkw+QOupsnZceGbAo4sCXWZICbZ4nk+ZnQ4EA/GL7gwwdULtZkrN2tH14BhhIicn5w9zupnaYp/spdiWys9cUVmBhMRxKLbYiAIk5DVZqB8gocZkQanJYjPL8qSi5jkFMquwyWKFm0aFg1s2iSzd+YJ6FeNHTsCU0dMwJmASQoLtnIDzBSfLcZQsU7cXQ+SI2Z/l65eJY+ho9Nv6/iMRfPHqHy549scfAcXNk3g5oK2zwSmD7Dhhmv98pfyZVaUNvtAyq7Kz2OFMcdgXTtcjPj5e9NR/9913whv8I4CzCzgWuTtFPXoCWB5ZvmEZvsn4EAeP7odS7yR0ByvMVliDI2GVI39XTzRamh0CAVspgd9Xma3Q9I5FiaRCr0FDOkWAiq8R188mOGTH+YFiMZRmJ6eqO0FG+YCBA7AiaQmytUexN3l3h9q9V2z+Gau2/CYyGpnHM/Hjxu9QbarolmPu6fBvdgIYgXfFQDdmeZ988snz+nsOwOLcBNrgC0WnOAOUQmSGgPOW7eh6cB4B5Sp53jmP4PcOtuyQ7PTzzz/jUgIjsRJLPlRewFFzEpw8PFFkUcK1V4xwFKrNVjgoFbDU16Fa7YhKo8UmRthSHACMUGL46NGiPDAwPh6/d2RnZmLr8uVITUrC7xV0bJmmZw9/dw5uY7qZXQQJicNg7dsgNCFSFHvPKhBFB6DOUoMcYwYKCvOx/sgq1PiVItglDAdTDojfX8oYNmyYkD1nbb8z7/3nnntOqAdSc+V8nXjaXNpeksp7hDPA+uHf/vY3oYx3qS+c7gDbTigFTa/w9y60I4ODr+Ta3KUCDgCaN/hPUKbpEYloTJk5G1fccTfGTpwEZ1c39B4/GY7RjNAlwGQULoAVEoqtKpSZLGgwW6HzC/hDSYCnbdwIh+f+gfy/P4bl992P1Z988rvTLqFTy32wOwV92FJGVUE+Rk1r7ocnGdVRgaOZqeLb051H7t+Xj7wCFkcjNhxai0bnWqhLdUhTHcJuwyYkH/n9OmadAZVKJRj7LGV2BqgSyPIRnQGqP5LweT7gGqPNfeihhzqFw6PszGiV7W4yGcKOrgXbOilMwXIBFcZ+76AjQIXCSw2cIXDtqAWYmji9hYDLG3v0uHGIjumH2EHx/AH81YCnVoVSSY0JV/wJY668DnGXX4Ups+f8oZyB+NmzUX3/fTDr9fA4eBCar77GjiVL8HsCdVe4lrtrzDP70zn34/bbbxeZgb5+/VpoJSo3CXtqtyLt2FH8+s0X2L55c4usuQxyVDKOp8O7IQjVPiXwM4QhIWAM9NXuYhbFlqK1l5yj3h6sx3fGOSBHgI4ASzfkCnB89PmCtpackOuuO3UL8UVzBhjlMDvwz3/+065I1k2g6BM3HMqM/t7BqOX3MHCpK8BU8ukMel5ODrSmJpSYrLBaJbgEBAmNBi9vb1HL/KMxxi0ksX2/CCFJSagJD0d9aCiGzZmD3wtoWLlJ9+/fv1vej50DjCwHDBiAN998UziSFqsFUjPvjw6mKtCCfam7oDU2oSplP/bu3IlDB/a37NMclbuzZiPKnPKh8gDKeh3Hofz90EANSWOF5GbG9qStKK/onPHjv2dnQLoAtU2Svzk7hYRpOgIXomjI4/jHP/4h2hBpezsDnaocQu+U4kOyRLEdXQtKUHJBcBPojIwM61gcmbly5UqhfsUIp7vAmhzTZ79n8Aalx8/NtbPgHxiIXmMnY9zV18MYFAHHHjBuuSvhFxCA0Jf+g8KoKITt2gWn3FyYTabfTacJ1eA4kfP+++/vFtlajjMnb4iqdbJRCA0Ig9VgI5hyTWoalNA2lYlUgYtaCWXmYWTv2Iz0Y2moq6sTHSiaBh10tc7wzYyEpUQBE4wYFT0WY3wnYYBlhBC66sx1/XssYxoMhpZujXMBrwFr+1SNpSPA/ZV794Vg6dKlQoaYNrezcEEKhO3B/mPqXz/99NOidmXvRe56PPjgg0LpbOHChULF71yEMbjB8m8YXXCaGQWAWjsAfC2KSrGDgYpYXSW6QZDk9HuXsi4pLkbybbfD4Y7bMaaTolluGvLGMXnmLFwK6B0TA+M//4GmhQthveVm7Pr+ewQOGYK4bmbmn+9kQKJXr15drjK4YMECcd9waieV6wjyiJZn/ABVs4ikVAe4HfOFT1UNFGrALElQKxTwUCuRuX4lkqHEhD/dAK3VAZMHToefrz9Ky0rhPdj7ks3UnQqUdSYY7Mr/7ghYOqfBpgDUDTfcIDrBLnQfJVeA5QXaWnkmUGeg0zVF2eLAE0BFQju6HkwDvv7668KI01vsCLiB0DsdOHCg6EpgDYvXi7wPjlylhgF5CBw5zHrkX/7yFzHs5IsvvmjzOqxXdUa0IIb07NjRKRMMLyYOLvsZ3rm5MDUrltlx/qguKoLaZIbTG2/C9733kP3pp6g4j6isuyHXlbtSKpz3KMfUMpvGaXpDhgxp+R2zAz7GQKjqFXCuUMKjQg2PyirBH2i0WlHj6i3GYPM/Z7UKGqsF2VlZmDPyCgQHhYiyE9Ul7Y7ACTAjwBk8zA7Exsaio9kAEklZLuLsFQZa3D87I6BiloE2lhyRzoSyKyRmqa382GOPnURUsaNrwMlWHEnaURW/Rx99VAwIoldJGcytW7eKlBOHZHDcKg0/F/6///1vMSub6XumIjn4hBEJwWvLDY/jqy8U//rXv4TTQX3u3zP8Bw20pWZ/Jyntnoz6ggI06vWounkBqr19ELluPdL3n33CYk/QF6DB6Code5YGmKVjuxszAu1nwTA4mJwwDYG5veC7W4PgdC0cyDRXKFAjqeAbHAKjxdoiX9mk0qB/XBw8PS4sbf1HxrZt28TQKTL3z8bRIfeJWVa2+rFdmmshKSnpgtUBZXDfpW39z3/+I2xtZ0IhdcH8Ub4kjQonZV0IW9KOjoHiQ1x0JKcw4m+vj04PlQadHQgkqr3//vtihDAJLR2VkGbmgWkuvh493R9//BFvvfWW+PsLbSeVdSq+//57/F5RWVGBbY89joiNG1EUEQH/F55Hvz9A3//FQlpKCvKTk5Eweza2LFyIkAMHkTlvLhL//vceO6CLojTMtFERjmW788VPP/0knPH2gkVZWVmi7sxMGp3y6Ojo074Gn/PTx+/DX2m1jb6mmJWzJ8xNjfAxNbTc9w1mCyInzkCv3r1b/pbZPj46MwX9e8bMmTOFHgAzBDTAPDf8nvsqy0LMojDiZzCWkZEh/ob2jzMD+LedKdPPdkS2ldNB6Wz5/y5xBgiyJZnKoqGiEbKj68CaP+vK1Pmnx8gIm3wNth6ywyMwMFCk4LmZEDS87G8l+ehcQIVJbkZ8ndZtNlyg5ImcD1jj5ObObBLLEd3Vk82oivU7MvM7Ayvfew++774LjcmM47NnYfyTT3Zba9kfGcufew4hi5dA29gEg94RlcHBCPjnP9CvmycBdgRXX321yLLR8ab64PmA95gc8XE2PYmIvH95z8n3x8aNG8XPzgQ6A0u//By+Jlt2tspkhWNEbyhz06FR2CZeytLXxVYlQgcOhp9/ADw8PbHu56Ww1lQi8cpr4O196U4SlSEbXXZt0RDTttExYJmGWVReMxIL6RBwCiuzAF3BGTl+/LgoO3D+RFfIXHeZM0DQO+ZJoqdrR9eC6Xw6AkxRcaPgAmbqf9KkSaIzoLOMHo3oNddcI8oGrZXNKMjRp0+f80p7ssTBDhSSTrsD7MsloYeDR8i3oBzyhYLn4rc77kDAvv2wvvZ/GDJ2rH1wVydg+aOPInz5CijNZnE+uVllJySgzxOPI6pvX/QUMGNGR5llggtZTyT1csNPS0s76Xd8fTqyHTU01BRoPHIAKqUCDT7BqK8og5+l0bYuue03fxWlLShQ6eIJtVYLl/JC8ff1PkEYOX5ij83EdBf27dsn0v7svEhISBCkag5XYztnd4KOBlscu2oOUJc6A0yhMG1G7eTu2ugvdZCIR+eLtStOkmSdv7NBR4DGn85ecnJyy89pYOkonAt4rByyceTIkTOmPTsThYWFbSKr83Vk2jsDv959DyI3bkTm/HmY8swzndb/eylj5VtvIeDd96AmUVWhgEWlQpODA5qeexajZ89GTwDLZHLPOCcVXmgXFR1krk/WhrlvkizGqJPjkM8lNUzHYumnH8IXFmH0ayxWIV/tq+ZALAkSR122TMGURPaAL++uVjY7CECZgwtcvLzh7OaGgvRj8A4JFQqZlxrKy8vFvkFH7WJM52WwRK4I96pz6WY4F3RpLxcPmtHqPffcIzwr+2ztrgfTR109KY2RAj1kEmOY5n/77bdFDZPpMW6M56KIxVYdpkW7yxEgmImgt8/zxB5revjkQXAG/Pni0M6d8N+3D1alEi6DB9sdgU6CZ79+sFKQyWRCpbc3qmbNgjtFfcaMQU8BM2/U59iwYUOntFNXVFSI9D0dgAu5l9mq23f4aBRu24BGSUJU4iSkbSYB2DbyUpi05syARZLgrD4xAEv+l6uhBsirQW0u4KW0qWNeivDy8hKPiwF2bZGoTVvaVY4A0eVXltEjayuczmTHHw805FTBIpmGWQHqHjCd1lGQpMSaW3dPvKR2gtwZwfdmOUX+/nyQt2IFdA0NqPbygmtAQCce6aWNPoMHIy8xEdVensCjj6Dv5XNQGxqCug6O5u1qkMjF+SAkinXGsBiCqWCS0jpjTHlEZCRqVFq4qBTI3LQWHhS6bA5smRjghMxSkwRtzCCETJgBpwEJKDVLKDVbYbRK0KkU4uGoUqDO0x+DE85fNc+O8wO7v5i5vBBSao9wBphSIbuWtTSK49jxxwSvM0mALCEwQ9B+miJJjq2NLVOffD5HXzMKomZ3d2P06NFthsk88MADeO+990R3Azf4c6mgucbHw+jgAKeaGlTl5nbREV96YBYq7i8PoiYkBJHx8Sg8ehT+h48g9/Bh9ASQiMu1/N///rdTXo+O9CxmP9zdhRG4UDC70DdhJMo1erhplII/0DwYW6xvo9YRCXPmYeSYRET16oWhnCB6+92YfdtdqNQ4Co+BfIIakwWevv72DoNuBvdM6grQhnZ1eaJbcj6c1/zCCy/g1ltvFSkPO/6YYNcIB6WQ7cxBLexWYJfBli1bRLcDo+/PPvtMEBvZCkkpZaZEmVkYPHjwRTlmWduAmgqcEXDnnXeK42f75bkgICYG9a6uIqUddpE+yx8V2QcOwLmoCHlHj6J6zx7xs/KdO3uEPC67pdhCdiFlLhpltu6yVZfcg9TUVMFap35IZyB2wACE949Do0UCJQbMVkkY90pnT2iMBhQVFLR5PtuPWWLwi4hCiVmCZJVgdPPCyMTETjkeOzoGBlTMBtB2dtZauGgEwtZgLZlCNzQS7ZXs7PhjgeqFnKbIGipbrZgVkDcZuQOBBCmSHdmaczFBo88swJo1a4SzwgzFk08+KdK/srRsR0And+u998EnJQWWF/+N4VOmdOlxX0qghsPW55+HMjAIDuvWwRARgYEP/Q0hzRK8FxOMvLlZM6t0LiBpluqB7GjJzs4WGQHeHyQM0rkg+bczQW7P+t9+hV9wCJycnaF10CI8PAI52dnw8fU9bcS/ddNG1FRWIHHSFHurbDeDui5s4aamQbdwNaRuREFBgeTt7S199dVX3fm2dlxEGI1G6bfffpN2794tWa1WaeXKldKcOXOkXbt29YjrEh4eLojT69evF9+PGDFCfL9w4cJzeh2z2Sz9/PDD0s/33S8+px2dC57f3OxsafeQodKWMYlSZWXlRT/FmzdvlhQKhfTJJ5+c0981NTVJGo1GrLN7771Xeumll6TvvvtOKiwslLoS57MuLRaLfT1fBHz55ZfCVtJmdhe61Rkgli1bJrm6ukppaWnd/dZ29AD0JEOZkpIiffbZZ1JMTIzY1OkQDBw4UDgr54qGhgbpt7fflo4cPNglx2qHJBXk5Um7hw6Tfrv6aslgMFzUU0IjGRUVJSUmJgqH91zw8ccfi/WWnJzcZcdnx+8XR48eFTaStrI70e1j4pgG44CF+fPnizRxV07Cs6NngW2EHOEp1+b5Pft3586d26mjOM9FJIakHK5HMrf/97//4eDBg4LDcK6g4ty0u+7qkmO1wwZvX1/six+EXvfd1+m67OcKyn5TepbkrrPp1bM/neudXQLkxpA4S3Y4e9btsKP97AHaRg78625tnm7jDLQXw6CCE/W3eTNdDBEHO7ofrIvSESC4mXNDLCgoENKe3DDl33UHSGZlJ0N7UAuDx2R3UnsmfuFY48BAzHzuuYva886NmtyYjsz3IAeAvALyA2pra8WUQUqFU7/eDjtk0BRzciz3Qiq9dvdI94tyN/FDygQzysHacWmAWv1kSfP6k3DFKJyKbfSGKfrTXSALnUORmI3Yv38/Ro0aJbQwKKS0fPlyuyPQg6GbNAmatDRUV1Vd1IFEXCeUAGeG6WygOBcJemyT5IwBZkTtjoAd7fHaa6+JTiZKyne3I0BcNNeaXQUcn0vmNg2EHZcG2G7ISIkLn2NBOdSF6M42MWaj6IAwO0BxFw4eeeihh4Rjkmhvn+rRGHv11bDoHHFwzdqLdgwcZSvjjTfeOOvzOSSM8uAcNCMPC7PDjtZgx8BTTz0lWrNpGy8KpIsMdha4ublJhw8fvtiHYkc3oa6uTrD2PT09ZQl06b///W+3vDeZ32q1WlqwYIH4vk+fPuL9Gxsbu+X97bgwkKyXsm/fRe0mcHZ2blm3GzZsOONzX331VfG8cePGSUuWLOlRBFo7egYOHz4sbODXX399UY/jojsDxBNPPCGYuSUlJRf7UOzoJlRUVEhXX321FBsbK/3vf//rcmNcXV0tTZkyRWzMt99+uzAqt9xyS8umXlVV1aXvb8cfA9u2bZMiIiLEmmEnwdnWuF6vl+666y7RfWCHHe1BmxcZGSk9+eST0sXGRSEQnkqQiLr2JORwVvP5zgK3w45TgUuc64upOI6AvfLKKwUTnDwBqiCSvWtndtvREVCqmmJBFPGhVCy/PxVBmqXPRYsWCW4URYUuWurXjh4Lg8EghM4ovMaJrxd7CFSPcAbkEyN3GJBAcbFPjB1/HGzatEkMkeG64ixygmzdqVOnirnxdArssONsIMeFJFNOKZwwYYKQ2G4PtqheccUVYoohuwzIjbn//vvtJ9eOkwJg7kXsXGIAfLFbZYkeY3GZDVi6dKlo1emMAR122CGD0sJEZmamYICTrMjBH2xljIqKsp8oO84KEl3Z9kXHkboYp3IEGFdRS76oqEjM4yBJ1e4I2HEqPPLII2Ivos3rCY6AgNTDQGVCHx+fbiOU2fHHR3p6ujR48GDJxcVF1HodHR0FidAui21HR0A+i5+fn1g7L7744hlVKMkRmD9/viDJ2mHHqfDKK68IG9fTVHh7TJmgNZhimzhxIt555x3hjdthR2eAtVzqCzBDwJLUiBEj7CfWjg4PWWNpacCAAUIf43TgqPYFCxaITCfFY6gtYIcdrduaqW+yfv16IT7Vk9D9ygYdACd2/fjjjy3puBkzZlzsQ7LjDwAKeVx33XUX+zDs+J2BQjB0BMgFYHnpTBg0aJD4Kstu22GHDBKYOSH1p59+6nGOQI/iDLTHlClThFzsVVddJVi73Ql699StX7ZsmRghaYcddly62aTbbrtN7AfMKlFS+HTZA4pYDRw4EJGRkWLvsJOg7ZBBG0ZbRptG29YjIfVwfPrpp0LkY8uWLd32nnLvufyoqanptve2ww47eg62b98u9oCz7T/USuEkwrfffvucpxja8cfGli1bhA3jhNSejB6bGZDB+tvLL7+MWbNmCbnY7gBrgtTRl5Gamtot72uHHXb0LLDti+n+4cOHn/L3bE1l6en555/Hv//9b9x1111nnWJox6WDnTt3YubMmULC+qabbkJPRo/kDLQHx38yXce+8J9//lmk7LoSJAnRAeCIXY4dtbef2WHHpQkGBtwPTjU4hu2GJKFy0uXbb78t9qmzobq6WjzfPqn10tA3mT17tphYSa5AT8fvwhkg7r33XsHQZYaAA466uu5C8SM+7LDDjksXVBo8HW+IkzapJcDuFHd391M+h1VH9pIzMlSpVMJAkE3+1ltvdfGR23ExsWrV/7d3HsBRVV0cv6NIRzqKgEhRuoC0oShNikgZEBSkiCLiSBMQEBEIKCAwFEE6IhDpoyBFpUkVUar03rv0XsT7ze84L99mSQIxm2x55zezk7Lt7Xt77z33lP9ZLAmndOUllyQYCBpjABD0wCCoW7eumTp1qqlTp46/D0lRlBDl/Pnz4on07FLogOdw6NCh5s6dO5FCit7s3LlT5itvIwIjQb0DocncuXNNkyZNpPKkUaNGJlgI+JwBb4jPUauJ/sC4ceP8fTiKooQoLPK1atUyAwYMMNu3b5f/7dixw5QoUULaEtOS2JEgjg56YABhBvIOUFfFO6CGQGgyduxYMQRYo4LJEICAFB16GJD7rF27tmnfvr3p2bOnDi5FUXyOs2jjkaQnAWWGiAnR2OrMmTOmbNmyshOMCfUChD7WWtO7d28zfPhwKSstV66cCTaCzjPgwMlevXq1mTBhgiRnoDevKIriS+hy6TRSI18JQwD1ym3btkm3y3Xr1sWoSAjqBQht7t69a9577z35rrAmBaMhENSeAQfaHjNIM2XKJC1Do0vkURRFiS2ICRGSpOMl0Ao7PDxc3P6UjXlKWu/bt8/kzp1bT7KLuHTpkogJkWS6YMECkzVrVhOsBK1nwIGTT8ggceLEpkyZMubQoUP+PiRFUUIEVARJVg4LC5PfMQrq169vunXrdp9MeooUKfx2nErCc/DgQVlzkiRJIh6BYDYEQsIz4IAOQadOncy0adPMnDlzgtZVoyhKYILuCPryxIXPnj0rHkkWAzYiGAZ4JxV3sHr1agkT4TUaPHiwlI0GOyFjDDjQ6fCjjz6Ssh/iOIqiKIriy4qBjh07SskpipOhQsgZA0DpDoIPxHIQfVB5UEVRFCUu3LlzR6rX6KhLZUl8K+EmNCFpDMCRI0ekBTLSnzNnzjRPPvmkvw9JURRFCUJOnz5tXn/9dXP16lUpJc2ePbsJNYI+gTA6uFi//vqr9BV/4YUXJMlQURRFUWLDmjVrTNGiRSPWlFA0BELaGIDkyZObKVOmmO7du5tq1aqZYcOGiTiEoiiKosSEtVZyz1g7evToIWsJa0qoErJhAm9+++03ySEoXbq0CBWlTp3a34ekKIqiBCCXL18WtUnWDfIDPPUkQpWQ9gx4ghGwefNmifkQNti4caO/D0lRFEUJMDZs2CBrBGsFa4YbDAFXGQOQMWNG6RiGxUcm6FdffaVhA0VRFMXgJB8xYoQpX768admypawVrBluwTVhgqhEI+gqVbx4cQkbZMiQwd+HpCiKoviBc+fOmRYtWojHGJVJN4rWucoz4MmLL74oDUZoIlK4cGHzyy+/+PuQFEUJUnAps4hQg+7S/VXQwtxfuHBhkZtmTXCjIeBqz4ADH3/cuHEiZdy2bVtpQ4m8qKIoSkwgSUy72p9//lmMAIdg7lznNhGhnj17Srh4yJAhEhpwc4dJ1xsDDrt27ZKwAdbht99+a/Lnz+/XC6MoSuCxZ88eM3HiRDNw4MAo7+/atav57LPPVPU0wNmxY4dp2rSpdKWcPn26yZcvn3E7rg0TeMOXgZak1JSWKFFCNAn4orgFuj3iIvPnZ16/fr155513pBWsogQSV65ckZhy3rx5IxkCffr0MbNmzZIGRjRL++KLL9QQCGCY35jbS5YsaapXr27++OMPNQQcCBMokVm9erXNkSOHrVSpkj18+HCUp+fAgQO2WbNm9umnn7bp0qWzefPmtbVq1bJffvmlvXTpkl9O6e3bt+2sWbNi/f7//POPzZkzJ+EimzlzZtuhQwe7Z8+eKB/73Xff2Q8++MAWLVrUNm3aVM4Vz4+Oe/fu2bt370Z7/8WLF+2OHTvsli1b5HU5Bm6LFi2K1WdQlPhg79699t1337XJkiWL+G5y27hxo57wIIO5nDmduW7NmjX+PpyAQ8MEMSQEkUdAUtCgQYOkA6ITTzp58qTJkiWL/E6HxHTp0pkzZ86Ybdu2iXRl+vTpTZMmTUytWrWkxWl8tre8deuW5DhcvHjRLFy40Lz11lvyf1yVNWrUkB7bHBs9GhIlSiSPQ04zZcqU5u7du+bw4cNmxYoVplWrVtKj/caNGxImOX/+vCRZ1q5d2yRLlsxcunRJdu4//PCDvGaRIkVkB4/b9NlnnzVp0qQxZcuWNZUrVxbpTkpyUOxq166dvE+uXLnkdegBTt/3Z555xly/ft1s3bo12s/2xhtviJfm2rVr5vbt23IM7L648Vn4DBwLmuHB3ktcCSz4/jMeCAncu3cv0n2EEHEzK8GTF0anwS5dukgomG6DqVKl8vdhBRxqDDyAxYsXiy7Bc889J8kmy5YtE9cgkCREspAnR48elfvnz58vCUZ86eiPQO2q0/88LCxMFmGELVgkc+TIYTJnziyL5RNPPPHQSSy4JJHJBBZITzAQSJCJCowTFlJUtjzDJExwvDcGBs04KLlEgYvFnM9RqFAh6QbZpk0beRwutyVLlshjMSKWLl0qhpInNIuqUqWK2bt3rxhYuFlZ3AlL8Bovv/yyyZkzpxwvqpCcC45vzJgxMoAPHDgghgz3p02bVlyw3M8EjeuW88jr0IyqZs2akvOhKHHh5s2bsuBjfPI7hijjs3PnzmKcIkKDMaoEPswzzN/79++X+Yy5SIkaNQYeAhYdJoLw8HCZGJIkSSKLFTtXfo8KFsp169ZJYwsWNDKO6aToCbvnv/76K9L/iGWxq+dLG5NRgMHRq1cvU69ePdmN441gh85iSJkMCzo5AKdOnTKZMmWK2F3zOBZ93pfdNN0c+T/GAM+PqwXO4OP12VkxgfI54nOBxutRqVIls3PnTvFOICaFwcVkzudxDA2uAQYQxpaixMTUqVPFs4dnoH///lJhxPjHWFf8B2Oc8Y7HMipjjLluy5Yt4q3cvn275HFg0HEt8e6yqVBiwN9ximBi6dKlNleuXLZkyZL2zz//jNVziavv3r3bzpgxw86fP19i6XD16lW7detWu3jxYjt9+nRbunRpiUm+9NJL9siRI9G+1mOPPWZLlSplb968ad0O53LFihU2LCzMVqxY0aZMmTIitpsoUaKIfAhuVatWteHh4Xbfvn32+vXr/j50xc+QZ9O3b19bpkwZO2DAADto0CAZW6+++qp8p/jOVK5c2Z4/f97fh+pKmN+YF5lznTFMPhdzMblIzKfkLuXJkyfi/sSJE9u0adPa7Nmzy+OUh0M9A7EEtyE7dzJS27dvL256X3ayYneNRUtIgR0tfbRxjwM7bjwC7LoJVxQrVkx0tJX7z+GJEyfEG8BuwglJZMuWzUybNk1CHw7kfpAbQjiDEIXiLurWrWsWLFggYTbGGTvJDh06iEeA8Ue4r06dOmbAgAHiHVD+HV/k+uDtxPOGJ5IwKt5GcqYuXLggeUns4vGGEh7kOU899ZTkClWtWtUkTZr0vlOJ95KdPaFXvJqEAPmJl5NwItUclG4SigW8nMyFzIOEb+g/w9iePHmyXMNPP/1UvTmxQI2B/wiDgaRCFmsMAyYMXwpWlCpVSspeaL9cv359Sdgjhv7++++b3LlzSyIMiXMFCxb02Xu6BdyJ6EocP35c1MdIdGSyIgeEScfJUWDC4poSZiHk4IRhlNCAhZ4EWerMiSmTE0Q+zPDhwyMew/eCPBWSzj788EMTKvC5WGwJE8YU/iAXiKTf3bt3y3yEcU3zHu/cIMKV5A55lyaTXE0uEOOI9+N+XPyE9ljkOQ42WNyHJDCQn8R8Rz5VgQIFZGPk6ADweI6FECmhQOZdHst7YwDweRCRe/755+PlvIU0D+lBUKJxT48fP96mT5/eVq9ePdpyvP/C2rVrbfHixW2aNGls0qRJ7f79+8VlhgusU6dOej18CC7gmTNn2mrVqtlMmTJJmAFXsWcpGbcMGTLYOnXq2LFjx9pbt27pNfARd+7csQcPHpSf8QnjZ8yYMVICTEkwY4nfCbs1btzYPvLII3bw4MH3hRFSpEhhe/ToYYMVSo2HDRtma9SoIWEyyp8LFy4c8b1u166d3FeoUCH5mzHA4ygz9vz+Z8uWTcInXbp0sQsXLrSnT5+25cqVk/uKFCliR44caY8ePWp/+uknO3r0aHvu3LlIx8H15XHFihWzr732mm3SpIm4+Cnd7NOnj4TvNmzYYP/++++H/mzMuYxbxuaECRMiwq9K7FFjwEeLCTXy1CJ37drVpzoD5BQwKDNmzGhbtGghA4/3ial2X4k7LBBMLExgx44ds0uWLJEFoUKFCnINPvnkEz3NPjrP9evXv8/w4tarV68on8MC/V8m/fbt20d6fRb5IUOGiF4If2MMjBo1KtJzRowYYR999FHJ6wkmWFDXrVsnmiFsKDB8nO8uN/KNMIT4HY2UmjVr2tatW0fcz6LfvXt3O3nyZLtq1Sp76tSpKN+H68D1SGiYY5lrmQs5bs3piDtqDPiQTZs2SQIbngKsb18Nkm3bttk2bdqIVY1R0KhRo1hZz4rvuHbtmkyW/fv3d81pPXnyZCTxLRIvL1++HOfX7dy5s5zL5MmTR2kMkKzL7hKBmHnz5tnjx4+LUZYlSxZbvnx5O2XKFDtu3Lj7dqAk6v7+++9iaHgKYrFb9X4PDACMAhZ8ktAuXLgQ6bXwzuH1C3TwVJGYzALO8ZJA5+zyO3bsaE+cOCGPO3PmjN2+fXu0mwmubSBvNJhTmVuZY5lrN2/e7O9DChnUGPAxTD4LFiyw+fPnt7lz57azZ8+OUaFPCR527dol7lMm2dhWkwQznosnISomYe9FddmyZfbs2bN2/fr1tlu3bpIB/iAaNmwoz23QoIG4i+vVqyeTvLNbxfUblZGQKlWqiMdxYyHPmjWrVODgevbMKudxbdu2tf369ZMQT+rUqe8L/WBYDBw4MJKBc+PGDdu7d295DBnrgczEiRMjPg9eRFz+VNZgRAXywh4bmEOZSzEQCxQoIGEKnVd9iyYQxhNkJ3/zzTeSlES9PQkvJCu5uStWMIPS5ODBgyUhChETBJ+C9VqSsEWFxdq1ayWBkgxsPguJWwhlkQnO72RqkyGODoWjh0ECJUmrMSlHOtDnA22Hhg0bSiIYglO8D9nmaHfMmTPHdOzYUR5Lgh5VHWSgk5BLVj/jhueQPIZqJZnlnH+ULklCQ8GS4/r+++9FWZOkUG4k1vJcRLc4zq+//lo+D8qYFStWlORcKkfIbuf4HEhoGz16tGTEow/C5//444+lgifQrjU2GoqnVB5xjMDfoZZQzOdE9ZRrQLI2P5s3b66iT/GAGgMJMPGS3criQaYrRoGvKw+U+GXRokXmlVdekUWGdqcZMmQI+FNO1jaGKFLTefLkEeOUclQqKZyMbxZ2yrIQcUHVkRIwKicoB+N7SxY4f7PgYiTwGmTW85P7WWxR10SVkpIxxF4QsipevLhk5a9atUpEuVikAMEn1CwxBryhcgMDIDoRr7jgyFd7w+KPpDbZ6Zwn2hCT0V6hQgVR22zdurVU7gQCnDPK7iglJqsfQTPKZylr5vpxrRHbChX4jnoaARg8VG+p8FP8ocZAAhsF1CszwaKT3aBBA+1wFgRQNoXGA7dgkaFlIkU7ATBC0VigdBLDgAWERRtDIL5V2djZYYCwQ2e3zWTOAuvU9LMYU9ZHqawvpWIxOnhvated/h1IWG/atElKCVlY8SI4Mt6UjdLFrm3btnFW4vwvx0r5Hrdjx47JjePG20H5K8YKCz/gyeC64d2gDBbFzfgwoPwF52L27NnSGRIDFCOgZcuWagQkAGoM+MEooPnJkCFDZCKidhm3szbOCFz69esnkrRMUjSf8qdXh0mSPgzoTbDIsUiwsOJt4ndc/7jfqQUHdCo+//xz4ybGjx8vu8joYNePQA316dSjs/hjoCfkrpcFnmu1cuVK0Ttw+oTgrSHEgVeGG6JYCPoQZiHMwe/x2fjMX+CVoncAISIMbsJHtDNXT0DCocaAn2CXwqSNZjbuVSZ3XKvafS8wDTh22TStatq0qXSGZJJmlx3fhgELPgs7fSxwxeNRGjp0qNzHbpfjQACGuD6w00fhDT12Fj2e4xahJDwB7PYx3GbNmhXxf7p5cn5YZMgToEFYXK4bHiJc9dwIodC4CI9CVDt0jokcBG4I9tCwC0OAnAmuC8YIuUQ0MsNjwvEFi/fJF+AFGTlypPR6YTyh8ogqZCgaPAGPjxMSlVhCRix1vLVr15bsZ8Q4li9frpmyAQZ6D4ijeGaiV6lSJd7fF7185/0oK6VWHs11/kY4BgGkSZMmSbnVypUr7ZUrV1wpvMI4oiLBu/LAERWKK5xTyhs9a/UR6XH+RojHG0R5KPPj/scff9zmy5dPBHIo/6P6gmvlRrgezHHMdcx5zH3MgVod4F/UGAggUGFjUkmXLp0tWLCgqKWxCCn+5+23375voUFoKr6hXt77fZs3b26nTZsmwjBRld6hnkjjHUr8UK50A3xO5/OjO8AtqsUWESmUCB2DCUEpBKQQlPJcjNDxQN3uxx9/lBJDpxEO55VzT737oUOH5DvA/ykn9oaF31PPwPmd2n83wlyG1gOlgcxxzHXMeUpgoGGCAHVLz5gxw4wYMUKSq958802JgeLeVPwD5XHE6smMx51JVn1CQSIZSW+4mnEtN2vWTEIBZP2TdEbSFU2ZcEHTOIbyPBJVyUmhLA/3tBugpTjhAdzshE8YLzVq1JBKEP5m80OL8Oiae5FzgZue8UeVhKOV70CVAfczJh1XP+7sUaNGyfjkOpAsieubZjo0xaIJkjfkcJDL4RZI2iR5mtbQ5GcQUmE8aT5AYKHGQADD5LVx40YZSEws1Fwz6ZB5rQmHCQsd0Pr27StxYRKbGjduLAtLQhoF3jwo7k2jF+LnHKtbxgtJeegRYCihn0AFAwl7JFmSd4Gh5CTrOaBdgLGFgUUuD3kHxPC9SyDJ5KdTHoYCr0WuBgYEyW88jwqAfzWa/l8uyeMpRXVyPtABcEOJHOeEc8rcheHkbGiohNCy6sBEjYEgHFxMVpS7kciGiIom28Q/LCjssBG4QZiG2mdK9JjcqKunjSu7HpLAEiozncUO7xHfCweysclGp/QM8SC3Q4IfGgJ4TvgdsSWuI0m7QEUBOgn8j3HFwkXSpgNlmRgLGH38HyEiPAYsaJT1YRByvfHYkLxJCSdJwPyM77LNQAODaPny5dJCGM0Gugq2atVKvAC6eQl81BgIQqjZZsDhdmOSwm1M9rjT5lOJ/0kPVzN919evXy/eGxYbB+rVMQrYFdJnnYmQXSQqeijfsUMkI52Fhd0jLmUWJYRkqCun/p6dJFnqGBu8zoN2U3wHwsPDJROb3Se7XHakzkKGwcjPUN+RPixOKIXKDBZtsvoZP5TwUb6HIcWNa+YNngWqExKyHDGQwZBiLqIVOKES5iI2KlSzKMGDGgNBDDFh1PEmTZoksUkmMaxwYqfEjpWEAxcxu0526+QWsAtlwUE45WFhsWZXnyZNGjEKHDc1BgMLD3FvjAl+pwadRYzdKnFqRIaIVT8IyuyIoyv/GnWEE9xUfukryFXhe05uE7kqNWvWFJlgJKjdVBoZSqgxECKQzDRv3jxxGS9ZskR2muwSqY9Xj4F/IH5MshkhBtzNjsFw+PBhWYhwM5McSGyfJCt29HgEPJ+LUh6LPYYFBgLPx03N7pQbO31em5AFWv3cCGF4urod8BLg0cCgUJTYfpcJocydO1f0Ufhe4n1i84FOgttCIqGIGgMhCO5nBi27RYRy2PkwYHFf0+QllORLlajB8MBowIuAoaAosQWDkgRMvI/MJXhRMABQu2STQfhKCR3UGHDBooBBgNcAjwE7UXakeAs0q1dRlOiUHGk0RRUGPSPYTGAIeHZ5VEILNQZcOMgxCrDyFUVRooLkSYwA3TS4BzUGFEVRFMXlaAqtoiiKorgcNQYURVEUxeWoMaAoiqIoLkeNAUVRFEVxOWoMKIqiKIrLUWNAURRFUVyOGgOKoiiK4nLUGFAURVEU427+B5zbpGWTURSmAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import cartopy.crs as ccrs\n",
    "fig, ax = plt.subplots(subplot_kw={\"projection\":ccrs.Robinson(central_longitude=225)})\n",
    "ax.imshow(\n",
    "    segmentation_mask[42].where(segmentation_mask[42]!=0), vmin=34942, vmax=35776, cmap=\"tab20\",\n",
    "    extent=(0,360,-90, 90), transform=ccrs.PlateCarree()\n",
    ")\n",
    "\n",
    "ax.coastlines()\n",
    "\n",
    "plt.title(\"tobac ICON segmentation lat/lon\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "0dabf38d-957a-4deb-8fab-3ab8b8cb7b15",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:04:30.627655Z",
     "start_time": "2025-12-21T04:04:30.526802Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:33:28.856490Z",
     "iopub.status.busy": "2026-02-02T20:33:28.856395Z",
     "iopub.status.idle": "2026-02-02T20:33:28.942761Z",
     "shell.execute_reply": "2026-02-02T20:33:28.942294Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'tobac ICON segmentation healpix')"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "img = egh.healpix_show(segmentation_mask_hp[42].where(segmentation_mask_hp[42]!=0), vmin=34942, vmax=35776, cmap=\"tab20\")\n",
    "plt.title(\"tobac ICON segmentation healpix\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f633901b-e030-4531-8a8a-050012f98ccc",
   "metadata": {},
   "source": [
    "We can compare how the number of pixels and the detected area varies between each grid:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "e988e8e4-4b63-46c6-ad47-eac3f5cdbc47",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:04:30.746081Z",
     "start_time": "2025-12-21T04:04:30.631829Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:33:28.944135Z",
     "iopub.status.busy": "2026-02-02T20:33:28.944032Z",
     "iopub.status.idle": "2026-02-02T20:33:29.051255Z",
     "shell.execute_reply": "2026-02-02T20:33:29.050832Z"
    }
   },
   "outputs": [],
   "source": [
    "Tracks[\"ncells_healpix\"] = np.bincount(segmentation_mask_hp.values.ravel())[Tracks.feature]\n",
    "\n",
    "Re = 6.371e6\n",
    "cell_area = 4 * np.pi / (icon_ds.cell.size) * Re**2\n",
    "\n",
    "Tracks[\"area_healpix\"] = Tracks.ncells_healpix * cell_area"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "54e65370-bc29-4780-8af8-6a12be82a53c",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:04:30.850301Z",
     "start_time": "2025-12-21T04:04:30.750152Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:33:29.052643Z",
     "iopub.status.busy": "2026-02-02T20:33:29.052563Z",
     "iopub.status.idle": "2026-02-02T20:33:29.152355Z",
     "shell.execute_reply": "2026-02-02T20:33:29.151871Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Percentage change in number of pixels of detected features')"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "h = plt.hist(\n",
    "    100 * (Tracks.ncells - Tracks.ncells_healpix) / Tracks.ncells, \n",
    "    bins = np.arange(-80,51)\n",
    ")\n",
    "plt.title(\"Percentage change in number of pixels of detected features\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "50af2f2d-74af-4875-812b-8d5660887f4d",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:04:30.959828Z",
     "start_time": "2025-12-21T04:04:30.859945Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:33:29.153710Z",
     "iopub.status.busy": "2026-02-02T20:33:29.153609Z",
     "iopub.status.idle": "2026-02-02T20:33:29.246015Z",
     "shell.execute_reply": "2026-02-02T20:33:29.245554Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Percentage change in area of detected features')"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "h = plt.hist(\n",
    "    100 * (Tracks.area - Tracks.area_healpix) / Tracks.area, \n",
    "    bins = np.arange(-80,51)\n",
    ")\n",
    "plt.title(\"Percentage change in area of detected features\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8c1e032a-d63e-427b-a7e6-cb3b50e5dd6c",
   "metadata": {},
   "source": [
    "## Filtering and analysis of detected storms\n",
    "\n",
    "With the segmentation mask back on the healpix grid, it is now much easier to perform analysis of the detected features using other model fields from ICON:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "4b577720-ea59-4fc8-95cb-0fdff321329a",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:05:13.661109Z",
     "start_time": "2025-12-21T04:04:30.969546Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:33:29.247282Z",
     "iopub.status.busy": "2026-02-02T20:33:29.247195Z",
     "iopub.status.idle": "2026-02-02T20:34:10.740022Z",
     "shell.execute_reply": "2026-02-02T20:34:10.739586Z"
    }
   },
   "outputs": [],
   "source": [
    "Tracks = tobac.utils.bulk_statistics.get_statistics_from_mask(\n",
    "    Tracks, segmentation_mask_hp, icon_ds.rlut, statistic={\"min_OLR\": np.nanmin, \"mean_OLR\": np.nanmean}, default=np.nan\n",
    ")\n",
    "\n",
    "Tracks = tobac.utils.bulk_statistics.get_statistics_from_mask(\n",
    "    Tracks, segmentation_mask_hp, get_tb(icon_ds.rlut), statistic={\"min_BT\": np.nanmin, \"mean_BT\": np.nanmean}, default=np.nan\n",
    ")\n",
    "\n",
    "Tracks = tobac.utils.bulk_statistics.get_statistics_from_mask(\n",
    "    Tracks, segmentation_mask_hp, icon_ds.pr* 3.6e3, statistic={\"max_precip\": np.nanmax, \"total_precip\":lambda x: np.nansum(x) * cell_area}, default=np.nan\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "fb975af5-964f-4b5b-af07-7997ef1a3d6c",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:05:13.707682Z",
     "start_time": "2025-12-21T04:05:13.689004Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:34:10.741694Z",
     "iopub.status.busy": "2026-02-02T20:34:10.741603Z",
     "iopub.status.idle": "2026-02-02T20:34:10.759054Z",
     "shell.execute_reply": "2026-02-02T20:34:10.758468Z"
    }
   },
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>frame</th>\n",
       "      <th>idx</th>\n",
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       "      <th>threshold_value</th>\n",
       "      <th>feature</th>\n",
       "      <th>time</th>\n",
       "      <th>timestr</th>\n",
       "      <th>lat</th>\n",
       "      <th>...</th>\n",
       "      <th>ncells</th>\n",
       "      <th>area</th>\n",
       "      <th>ncells_healpix</th>\n",
       "      <th>area_healpix</th>\n",
       "      <th>min_OLR</th>\n",
       "      <th>mean_OLR</th>\n",
       "      <th>min_BT</th>\n",
       "      <th>mean_BT</th>\n",
       "      <th>max_precip</th>\n",
       "      <th>total_precip</th>\n",
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       "      <td>2024-07-01</td>\n",
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       "      <td>70.050000</td>\n",
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       "      <td>2024-07-01</td>\n",
       "      <td>2024-07-01 00:00:00</td>\n",
       "      <td>68.096154</td>\n",
       "      <td>...</td>\n",
       "      <td>90</td>\n",
       "      <td>1.051071e+11</td>\n",
       "      <td>40</td>\n",
       "      <td>1.037729e+11</td>\n",
       "      <td>150.408356</td>\n",
       "      <td>162.217575</td>\n",
       "      <td>234.211533</td>\n",
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       "      <td>0.693281</td>\n",
       "      <td>9.539533e+09</td>\n",
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       "      <td>2024-07-01</td>\n",
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       "      <td>4.106963e+10</td>\n",
       "      <td>15</td>\n",
       "      <td>3.891483e+10</td>\n",
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       "      <td>2024-07-01</td>\n",
       "      <td>2024-07-01 00:00:00</td>\n",
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       "      <th>62844</th>\n",
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       "      <td>35</td>\n",
       "      <td>1.064318e+11</td>\n",
       "      <td>44</td>\n",
       "      <td>1.141502e+11</td>\n",
       "      <td>106.125435</td>\n",
       "      <td>158.877792</td>\n",
       "      <td>208.548080</td>\n",
       "      <td>237.619141</td>\n",
       "      <td>9.257557</td>\n",
       "      <td>7.265292e+10</td>\n",
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       "    <tr>\n",
       "      <th>62845</th>\n",
       "      <td>96</td>\n",
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       "      <td>2024-07-02</td>\n",
       "      <td>2024-07-02 00:00:00</td>\n",
       "      <td>-10.450000</td>\n",
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       "      <td>2024-07-02</td>\n",
       "      <td>2024-07-02 00:00:00</td>\n",
       "      <td>-11.083333</td>\n",
       "      <td>...</td>\n",
       "      <td>20</td>\n",
       "      <td>6.059439e+10</td>\n",
       "      <td>22</td>\n",
       "      <td>5.707509e+10</td>\n",
       "      <td>88.018188</td>\n",
       "      <td>156.724945</td>\n",
       "      <td>196.366257</td>\n",
       "      <td>236.186752</td>\n",
       "      <td>14.235356</td>\n",
       "      <td>1.176498e+11</td>\n",
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       "    <tr>\n",
       "      <th>62847</th>\n",
       "      <td>96</td>\n",
       "      <td>1451</td>\n",
       "      <td>203.000000</td>\n",
       "      <td>311.000000</td>\n",
       "      <td>1</td>\n",
       "      <td>325</td>\n",
       "      <td>82404</td>\n",
       "      <td>2024-07-02</td>\n",
       "      <td>2024-07-02 00:00:00</td>\n",
       "      <td>-11.750000</td>\n",
       "      <td>...</td>\n",
       "      <td>31</td>\n",
       "      <td>9.362716e+10</td>\n",
       "      <td>37</td>\n",
       "      <td>9.598992e+10</td>\n",
       "      <td>116.613586</td>\n",
       "      <td>184.129608</td>\n",
       "      <td>215.077286</td>\n",
       "      <td>250.348495</td>\n",
       "      <td>4.686559</td>\n",
       "      <td>4.366517e+10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62848</th>\n",
       "      <td>96</td>\n",
       "      <td>1452</td>\n",
       "      <td>205.333333</td>\n",
       "      <td>319.666668</td>\n",
       "      <td>3</td>\n",
       "      <td>325</td>\n",
       "      <td>82405</td>\n",
       "      <td>2024-07-02</td>\n",
       "      <td>2024-07-02 00:00:00</td>\n",
       "      <td>-12.916667</td>\n",
       "      <td>...</td>\n",
       "      <td>64</td>\n",
       "      <td>1.929873e+11</td>\n",
       "      <td>72</td>\n",
       "      <td>1.867912e+11</td>\n",
       "      <td>104.931732</td>\n",
       "      <td>180.843430</td>\n",
       "      <td>207.782806</td>\n",
       "      <td>248.661438</td>\n",
       "      <td>11.760036</td>\n",
       "      <td>1.800030e+11</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>62849 rows × 25 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       frame   idx      hdim_1      hdim_2  num  threshold_value  feature  \\\n",
       "0          0     1   35.000000  229.000000    1              250        1   \n",
       "1          0     2   39.400000  504.799998    5              250        2   \n",
       "2          0     3   43.307692  327.269236   26              250        3   \n",
       "3          0     5   49.666667  337.333332    3              250        4   \n",
       "4          0     7   53.142857  492.285716    7              250        5   \n",
       "...      ...   ...         ...         ...  ...              ...      ...   \n",
       "62844     96  1448  198.166667  189.833332    6              325    82401   \n",
       "62845     96  1449  200.400000  194.200002    5              325    82402   \n",
       "62846     96  1450  201.666667  187.333332    3              325    82403   \n",
       "62847     96  1451  203.000000  311.000000    1              325    82404   \n",
       "62848     96  1452  205.333333  319.666668    3              325    82405   \n",
       "\n",
       "            time              timestr        lat  ...  ncells          area  \\\n",
       "0     2024-07-01  2024-07-01 00:00:00  72.250000  ...      41  3.920810e+10   \n",
       "1     2024-07-01  2024-07-01 00:00:00  70.050000  ...      17  1.773668e+10   \n",
       "2     2024-07-01  2024-07-01 00:00:00  68.096154  ...      90  1.051071e+11   \n",
       "3     2024-07-01  2024-07-01 00:00:00  64.916667  ...      31  4.106963e+10   \n",
       "4     2024-07-01  2024-07-01 00:00:00  63.178571  ...      27  3.686691e+10   \n",
       "...          ...                  ...        ...  ...     ...           ...   \n",
       "62844 2024-07-02  2024-07-02 00:00:00  -9.333333  ...      35  1.064318e+11   \n",
       "62845 2024-07-02  2024-07-02 00:00:00 -10.450000  ...      23  6.988180e+10   \n",
       "62846 2024-07-02  2024-07-02 00:00:00 -11.083333  ...      20  6.059439e+10   \n",
       "62847 2024-07-02  2024-07-02 00:00:00 -11.750000  ...      31  9.362716e+10   \n",
       "62848 2024-07-02  2024-07-02 00:00:00 -12.916667  ...      64  1.929873e+11   \n",
       "\n",
       "      ncells_healpix  area_healpix     min_OLR    mean_OLR      min_BT  \\\n",
       "0                 15  3.891483e+10  150.504700  171.494904  234.262711   \n",
       "1                  6  1.556593e+10  155.561234  172.735764  236.926468   \n",
       "2                 40  1.037729e+11  150.408356  162.217575  234.211533   \n",
       "3                 15  3.891483e+10  154.042068  173.053772  236.130768   \n",
       "4                 16  4.150915e+10  139.092285  167.725922  228.080002   \n",
       "...              ...           ...         ...         ...         ...   \n",
       "62844             44  1.141502e+11  106.125435  158.877792  208.548080   \n",
       "62845             26  6.745237e+10   96.962082  155.393951  202.544235   \n",
       "62846             22  5.707509e+10   88.018188  156.724945  196.366257   \n",
       "62847             37  9.598992e+10  116.613586  184.129608  215.077286   \n",
       "62848             72  1.867912e+11  104.931732  180.843430  207.782806   \n",
       "\n",
       "          mean_BT  max_precip  total_precip  \n",
       "0      244.934723    0.248421  1.817378e+09  \n",
       "1      245.575577    6.190513  4.588550e+10  \n",
       "2      240.310791    0.693281  9.539533e+09  \n",
       "3      245.744308    0.000722  2.402884e+06  \n",
       "4      242.706146    9.674120  4.912164e+10  \n",
       "...           ...         ...           ...  \n",
       "62844  237.619141    9.257557  7.265292e+10  \n",
       "62845  235.423019   11.116196  5.220869e+10  \n",
       "62846  236.186752   14.235356  1.176498e+11  \n",
       "62847  250.348495    4.686559  4.366517e+10  \n",
       "62848  248.661438   11.760036  1.800030e+11  \n",
       "\n",
       "[62849 rows x 25 columns]"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Tracks"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cfdf7374-ab28-4788-a669-ad26901f7523",
   "metadata": {},
   "source": [
    "To investigate MCSs, we can cluster cluster the detected features by their track id to find to total area and rainfall properties"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "bed43f6f-22c2-4ec6-a95b-4046dbbc8dbe",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:05:13.739483Z",
     "start_time": "2025-12-21T04:05:13.736128Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:34:10.760488Z",
     "iopub.status.busy": "2026-02-02T20:34:10.760384Z",
     "iopub.status.idle": "2026-02-02T20:34:10.763337Z",
     "shell.execute_reply": "2026-02-02T20:34:10.762998Z"
    }
   },
   "outputs": [],
   "source": [
    "from tobac.utils.periodic_boundaries import weighted_circmean\n",
    "def process_clusters(tracks):\n",
    "    groupby_order = [\"frame\", \"track\"]\n",
    "    tracks[\"cluster\"] = -1\n",
    "    tracks.loc[tracks.track != -1, \"cluster\"] = (tracks[tracks.track != -1].groupby(groupby_order).feature.cumcount()[tracks[tracks.track != -1].sort_values(groupby_order).index]==0).cumsum().sort_index()\n",
    "    \n",
    "    gb_clusters = tracks[tracks.track != -1].groupby(\"cluster\")\n",
    "    \n",
    "    clusters = gb_clusters.track.first().to_frame().rename(columns=dict(track=\"cluster_track_id\"))\n",
    "    \n",
    "    clusters[\"cluster_time\"] = gb_clusters.time.first().to_numpy()\n",
    "    \n",
    "    clusters[\"cluster_longitude\"] = gb_clusters.apply(lambda x:weighted_circmean(x.lon.to_numpy(), x.area.to_numpy(), low=0, high=360), include_groups=False)\n",
    "    clusters[\"cluster_latitude\"] = gb_clusters.apply(lambda x:np.average(x.lat.to_numpy(), weights=x.area.to_numpy()), include_groups=False)\n",
    "    \n",
    "    clusters[\"cluster_area\"] = gb_clusters.area.sum().to_numpy()\n",
    "    clusters[\"cluster_max_precip\"] = gb_clusters.max_precip.max().to_numpy()\n",
    "    clusters[\"cluster_total_precip\"] = gb_clusters.total_precip.sum().to_numpy()\n",
    "    \n",
    "    return tracks, clusters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "92d8d646-e8d2-4a12-afea-c78fc55e6d2b",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:05:20.320600Z",
     "start_time": "2025-12-21T04:05:13.798549Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:34:10.764832Z",
     "iopub.status.busy": "2026-02-02T20:34:10.764715Z",
     "iopub.status.idle": "2026-02-02T20:34:17.248844Z",
     "shell.execute_reply": "2026-02-02T20:34:17.248387Z"
    }
   },
   "outputs": [],
   "source": [
    "Tracks, Clusters = process_clusters(Tracks)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d9bbfaf6-d9d5-4d42-a5e4-a743af82f68e",
   "metadata": {},
   "source": [
    "Now we define functions to test if tracks meet the MCSMIP criteria (>10mm/hr max precip and >40,000 km^2 for atleast 4 hours continously, total precip > 2e10 mm for one time step)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "ad2e5726-d6fc-4e92-b1cd-df8514c8380a",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:05:20.412249Z",
     "start_time": "2025-12-21T04:05:20.409819Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:34:17.250725Z",
     "iopub.status.busy": "2026-02-02T20:34:17.250608Z",
     "iopub.status.idle": "2026-02-02T20:34:17.253261Z",
     "shell.execute_reply": "2026-02-02T20:34:17.252821Z"
    }
   },
   "outputs": [],
   "source": [
    "def max_time_precip_threshold(df, precip_threshold=10):\n",
    "    diffs = np.diff((df.cluster_max_precip >= precip_threshold).astype(int))\n",
    "    time_start = df.cluster_time[1:][diffs==1].to_list()\n",
    "    time_end = df.cluster_time[:-1][diffs==-1].to_list()\n",
    "\n",
    "    if df.cluster_max_precip.iloc[0] >= precip_threshold:\n",
    "        time_start = [df.cluster_time.iloc[0]] + time_start\n",
    "    if df.cluster_max_precip.iloc[-1] >= precip_threshold:\n",
    "        time_end = time_end + [df.cluster_time.iloc[-1]]\n",
    "\n",
    "    if len(time_start) and len(time_end):\n",
    "        return max([end-start for start, end in zip(time_start, time_end)])\n",
    "    return pd.NaT\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "be5b2c7b-1ca9-4771-9adf-5e1b5cb4d025",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:05:20.455551Z",
     "start_time": "2025-12-21T04:05:20.453351Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:34:17.254530Z",
     "iopub.status.busy": "2026-02-02T20:34:17.254441Z",
     "iopub.status.idle": "2026-02-02T20:34:17.256570Z",
     "shell.execute_reply": "2026-02-02T20:34:17.256252Z"
    }
   },
   "outputs": [],
   "source": [
    "def max_time_area_threshold(df, area_threshold=4e10):\n",
    "    diffs = np.diff((df.cluster_area >= area_threshold).astype(int))\n",
    "    time_start = df.cluster_time[1:][diffs==1].to_list()\n",
    "    time_end = df.cluster_time[:-1][diffs==-1].to_list()\n",
    "\n",
    "    if df.cluster_area.iloc[0] >= area_threshold:\n",
    "        time_start = [df.cluster_time.iloc[0]] + time_start\n",
    "    if df.cluster_area.iloc[-1] >= area_threshold:\n",
    "        time_end = time_end + [df.cluster_time.iloc[-1]]\n",
    "\n",
    "    if len(time_start) and len(time_end):\n",
    "        return max([end-start for start, end in zip(time_start, time_end)])\n",
    "    return pd.NaT\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "8fd9a49d-ff9f-4a12-8d00-9cb6767b9ef3",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:05:20.461233Z",
     "start_time": "2025-12-21T04:05:20.458939Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:34:17.257896Z",
     "iopub.status.busy": "2026-02-02T20:34:17.257799Z",
     "iopub.status.idle": "2026-02-02T20:34:17.260009Z",
     "shell.execute_reply": "2026-02-02T20:34:17.259590Z"
    }
   },
   "outputs": [],
   "source": [
    "def is_track_mcs(clusters: pd.DataFrame) -> pd.DataFrame:\n",
    "    \"\"\"Test whether each track in features meets the condtions for an MCS\n",
    "\n",
    "    Parameters\n",
    "    ----------\n",
    "    features : pd.Dataframe\n",
    "        _description_\n",
    "\n",
    "    Returns\n",
    "    -------\n",
    "    pd.DataFrame\n",
    "        _description_\n",
    "    \"\"\"\n",
    "    consecutive_precip_max = clusters.groupby([\"cluster_track_id\"]).apply(max_time_precip_threshold, include_groups=False)\n",
    "    \n",
    "    consecutive_area_max = clusters.groupby([\"cluster_track_id\"]).apply(max_time_area_threshold, include_groups=False)\n",
    "    \n",
    "    max_total_precip = clusters.groupby([\"cluster_track_id\"]).cluster_total_precip.max()\n",
    "    \n",
    "    is_mcs = np.logical_and.reduce(\n",
    "        [\n",
    "            consecutive_precip_max >= pd.Timedelta(4, \"hours\"),\n",
    "            consecutive_area_max >= pd.Timedelta(4, \"hours\"),\n",
    "            max_total_precip.to_numpy() >= 2e10,\n",
    "        ]\n",
    "    )\n",
    "    mcs_tracks = pd.Series(data=is_mcs, index=consecutive_precip_max.index)\n",
    "    mcs_tracks.index.name=\"track\"\n",
    "    return mcs_tracks"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "77ae2e6d-af23-4de7-ac8c-a21484756947",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:05:22.691811Z",
     "start_time": "2025-12-21T04:05:20.464376Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:34:17.261176Z",
     "iopub.status.busy": "2026-02-02T20:34:17.261085Z",
     "iopub.status.idle": "2026-02-02T20:34:19.426167Z",
     "shell.execute_reply": "2026-02-02T20:34:19.425621Z"
    }
   },
   "outputs": [],
   "source": [
    "mcs_flag = is_track_mcs(Clusters)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "b65e7382-6902-46c9-a99a-b3214d5a7a6c",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:05:22.787751Z",
     "start_time": "2025-12-21T04:05:22.785047Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:34:19.427591Z",
     "iopub.status.busy": "2026-02-02T20:34:19.427500Z",
     "iopub.status.idle": "2026-02-02T20:34:19.430155Z",
     "shell.execute_reply": "2026-02-02T20:34:19.429835Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "track\n",
       "1       False\n",
       "2       False\n",
       "3       False\n",
       "4       False\n",
       "5       False\n",
       "        ...  \n",
       "5566    False\n",
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       "Length: 5570, dtype: bool"
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     "execution_count": 47,
     "metadata": {},
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   ],
   "source": [
    "mcs_flag"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "088e1c84-105f-456f-b038-3042c33b1d44",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:05:22.795845Z",
     "start_time": "2025-12-21T04:05:22.792145Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:34:19.431611Z",
     "iopub.status.busy": "2026-02-02T20:34:19.431526Z",
     "iopub.status.idle": "2026-02-02T20:34:19.434894Z",
     "shell.execute_reply": "2026-02-02T20:34:19.434573Z"
    }
   },
   "outputs": [],
   "source": [
    "Tracks[\"mcs_flag\"] = False\n",
    "Tracks.loc[Tracks.track!=-1, [\"mcs_flag\"]] = mcs_flag[Tracks.track[Tracks.track!=-1]].to_numpy()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "d8856d93-6cd6-428c-9863-b058d1abc079",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:05:22.839505Z",
     "start_time": "2025-12-21T04:05:22.821870Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:34:19.436278Z",
     "iopub.status.busy": "2026-02-02T20:34:19.436200Z",
     "iopub.status.idle": "2026-02-02T20:34:19.451686Z",
     "shell.execute_reply": "2026-02-02T20:34:19.451262Z"
    }
   },
   "outputs": [
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       "      <td>3</td>\n",
       "      <td>325</td>\n",
       "      <td>82405</td>\n",
       "      <td>2024-07-02</td>\n",
       "      <td>2024-07-02 00:00:00</td>\n",
       "      <td>-12.916667</td>\n",
       "      <td>...</td>\n",
       "      <td>72</td>\n",
       "      <td>1.867912e+11</td>\n",
       "      <td>104.931732</td>\n",
       "      <td>180.843430</td>\n",
       "      <td>207.782806</td>\n",
       "      <td>248.661438</td>\n",
       "      <td>11.760036</td>\n",
       "      <td>1.800030e+11</td>\n",
       "      <td>50288</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>62849 rows × 27 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       frame   idx      hdim_1      hdim_2  num  threshold_value  feature  \\\n",
       "0          0     1   35.000000  229.000000    1              250        1   \n",
       "1          0     2   39.400000  504.799998    5              250        2   \n",
       "2          0     3   43.307692  327.269236   26              250        3   \n",
       "3          0     5   49.666667  337.333332    3              250        4   \n",
       "4          0     7   53.142857  492.285716    7              250        5   \n",
       "...      ...   ...         ...         ...  ...              ...      ...   \n",
       "62844     96  1448  198.166667  189.833332    6              325    82401   \n",
       "62845     96  1449  200.400000  194.200002    5              325    82402   \n",
       "62846     96  1450  201.666667  187.333332    3              325    82403   \n",
       "62847     96  1451  203.000000  311.000000    1              325    82404   \n",
       "62848     96  1452  205.333333  319.666668    3              325    82405   \n",
       "\n",
       "            time              timestr        lat  ...  ncells_healpix  \\\n",
       "0     2024-07-01  2024-07-01 00:00:00  72.250000  ...              15   \n",
       "1     2024-07-01  2024-07-01 00:00:00  70.050000  ...               6   \n",
       "2     2024-07-01  2024-07-01 00:00:00  68.096154  ...              40   \n",
       "3     2024-07-01  2024-07-01 00:00:00  64.916667  ...              15   \n",
       "4     2024-07-01  2024-07-01 00:00:00  63.178571  ...              16   \n",
       "...          ...                  ...        ...  ...             ...   \n",
       "62844 2024-07-02  2024-07-02 00:00:00  -9.333333  ...              44   \n",
       "62845 2024-07-02  2024-07-02 00:00:00 -10.450000  ...              26   \n",
       "62846 2024-07-02  2024-07-02 00:00:00 -11.083333  ...              22   \n",
       "62847 2024-07-02  2024-07-02 00:00:00 -11.750000  ...              37   \n",
       "62848 2024-07-02  2024-07-02 00:00:00 -12.916667  ...              72   \n",
       "\n",
       "       area_healpix     min_OLR    mean_OLR      min_BT     mean_BT  \\\n",
       "0      3.891483e+10  150.504700  171.494904  234.262711  244.934723   \n",
       "1      1.556593e+10  155.561234  172.735764  236.926468  245.575577   \n",
       "2      1.037729e+11  150.408356  162.217575  234.211533  240.310791   \n",
       "3      3.891483e+10  154.042068  173.053772  236.130768  245.744308   \n",
       "4      4.150915e+10  139.092285  167.725922  228.080002  242.706146   \n",
       "...             ...         ...         ...         ...         ...   \n",
       "62844  1.141502e+11  106.125435  158.877792  208.548080  237.619141   \n",
       "62845  6.745237e+10   96.962082  155.393951  202.544235  235.423019   \n",
       "62846  5.707509e+10   88.018188  156.724945  196.366257  236.186752   \n",
       "62847  9.598992e+10  116.613586  184.129608  215.077286  250.348495   \n",
       "62848  1.867912e+11  104.931732  180.843430  207.782806  248.661438   \n",
       "\n",
       "       max_precip  total_precip  cluster  mcs_flag  \n",
       "0        0.248421  1.817378e+09       -1     False  \n",
       "1        6.190513  4.588550e+10        1     False  \n",
       "2        0.693281  9.539533e+09        2     False  \n",
       "3        0.000722  2.402884e+06        3     False  \n",
       "4        9.674120  4.912164e+10        4     False  \n",
       "...           ...           ...      ...       ...  \n",
       "62844    9.257557  7.265292e+10    50314      True  \n",
       "62845   11.116196  5.220869e+10    50622     False  \n",
       "62846   14.235356  1.176498e+11    50667     False  \n",
       "62847    4.686559  4.366517e+10    50370     False  \n",
       "62848   11.760036  1.800030e+11    50288     False  \n",
       "\n",
       "[62849 rows x 27 columns]"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Tracks"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "286456d8-eabc-4528-9276-c5c97bb4c8b1",
   "metadata": {},
   "source": [
    "Now we perform some filtering of the detected tracks, requiring that they meet some basic thresholds: \n",
    "\n",
    "1. They belong to a track\n",
    "2. The track lasts for atleast 1 hour\n",
    "3. The track reaches a minimum BT below 225 K"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "c6dca098-b7ec-4b96-bad1-94491747aa5e",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:05:22.934197Z",
     "start_time": "2025-12-21T04:05:22.927962Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:34:19.452914Z",
     "iopub.status.busy": "2026-02-02T20:34:19.452835Z",
     "iopub.status.idle": "2026-02-02T20:34:19.458103Z",
     "shell.execute_reply": "2026-02-02T20:34:19.457682Z"
    }
   },
   "outputs": [],
   "source": [
    "track_is_valid = np.logical_and.reduce([\n",
    "    Tracks.track != -1, \n",
    "    (Tracks.groupby(\"track\").time_track.max() >= np.timedelta64(1, \"h\"))[Tracks.track], \n",
    "    (Tracks.groupby(\"track\").min_BT.min() <= 225)[Tracks.track], \n",
    "])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "7a1cedf1-549a-42b7-ac29-3e03e62d2c86",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:05:22.992452Z",
     "start_time": "2025-12-21T04:05:22.987189Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:34:19.459284Z",
     "iopub.status.busy": "2026-02-02T20:34:19.459191Z",
     "iopub.status.idle": "2026-02-02T20:34:19.463646Z",
     "shell.execute_reply": "2026-02-02T20:34:19.463223Z"
    }
   },
   "outputs": [],
   "source": [
    "Valid_tracks = Tracks[track_is_valid]\n",
    "MCS_tracks = Valid_tracks[Valid_tracks.mcs_flag]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c38fa52e-9494-4b5e-9e0a-f9f4cea9a3a4",
   "metadata": {},
   "source": [
    "We can then apply the results of these filters to the segmentation_masks:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "b9033029-39eb-4078-93d7-148aced9ebe3",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:05:23.417216Z",
     "start_time": "2025-12-21T04:05:23.161172Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:34:19.464910Z",
     "iopub.status.busy": "2026-02-02T20:34:19.464806Z",
     "iopub.status.idle": "2026-02-02T20:34:19.714217Z",
     "shell.execute_reply": "2026-02-02T20:34:19.713778Z"
    }
   },
   "outputs": [],
   "source": [
    "valid_segmentation_mask = segmentation_mask_hp.where(np.isin(segmentation_mask_hp, Valid_tracks.feature), 0)\n",
    "mcs_segmentation_mask = segmentation_mask_hp.where(np.isin(segmentation_mask_hp, MCS_tracks.feature), 0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "d9ca48fb-274a-4358-8466-2c96a93e78e7",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:05:23.515032Z",
     "start_time": "2025-12-21T04:05:23.422065Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:34:19.715917Z",
     "iopub.status.busy": "2026-02-02T20:34:19.715822Z",
     "iopub.status.idle": "2026-02-02T20:34:19.801137Z",
     "shell.execute_reply": "2026-02-02T20:34:19.800689Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'All valid features')"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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AaIaVr4F1CImPMYJy64hq1arJ0aNHbX/fdtttylLFeud7uKvhCDA3dJwfHk2DBg0S7Wvbtm02IYp3CuHz5Zdfqr+1AlKrVi31Gym5/LP7Gr788stKaBLWyAyiMNcSC37BggXqkRBM8+bN1YbXgt+Eu/Hee++pz6OAoVDx3uDBg9W9QeFPTUVD1gfqGhBO4Xdz01qXH2AqBNkIyE4slp9++qnyDLCQpVdr1gtmVjOXseyY2Ex4WN5YBAAL7sEHH5QmTZqYEz4PgfuM8MUah+2PRYmAePvtt5UHQMf/AQojglhblps3b1bhL8YMijDxclzlCApi1kZFAe8S7yN0Nm3apBRQjYcfflgee+wx2994Ep566imlXLC/MWPGKPLtCy+8oN5HwBmPC2uYWHdOFUQ7d+5U15O5TPYQfCH4FZm1FsFZ0JkUeCjw0jz//PPq+hO6hCD4999/232P950pea4AngYeA/aN15N9QcQ0ix5lH0yFIBvABCMkgJud2BzuzAceeEBp6CktwrhhUR5YhNkPGxOLxZlHvZDCP8hIoGgQ18X6J72I38J6YBFmMSHey/soAFhgeDuMCy+hDc6VKolYFzzPaOCN4HqwoCBAzMyLzAGW/scffyzHjh1TZD0eGQ+6mh0WPQphQECAGjc//fSTIgQi3HhNIzg4WAk9FAPi5oxhQmFGpQBAvsOiZ4wBPE0IcTwE7I9xR1ofigBuaQCJjU2DcQEZ1wi+D7+AccNxsumxw7nkBEXB0duSVWEOlHqseEI13BudVolnhueEFfAAZkRhIrw/hHPGjx+v7gHn+8gjj6hwj4mshakQZCFIYUIJYCOGiuUCe9qZO5BFioWXyciCyaKLBm+0cJyB/WKpY6WlBSyuWGF79+5VjGgsPxQQzXgGLJQsnPwWizXAgsGaMy4OVEs8fvy4yrVGmYHgxbk//fTTKn6ZEWC/xFy/+eYbO0HCNUURgchEihoEM+LR5cuXT1HxMpE8SCdjPKBwsYBzjSG7Yl0yDnDTM2YYJyiuRvA5St++++67Smn95JNP1OtYhtwX2PSk0SLc2RAWhA5QOEi7hW+AMsn80N4oHnkPQYUw5/t4CFBcjeBYUTp0Pw/Gt4auGcBnmGMoGg0bNlSKTN++fZXCkR0gDAcvAkOANYD1gvmN0pVV4JqwFvGIpyez6pxw3amGyJhg3Xv22WfVWpGaehEm0gdTIchiRQBL580335QOHTokskCYcGjkaOZY3yx2jkArR9DhYsN9yIaQY0uLRn316lXFdGZDYPM36U8swpAEWXiw2rDK2D/HxCJVtWrVZF17fI4FDOWCjfPBDUno4PXXX1fHm1EpmYQk8EwQ2+Qa8ttcc/LYESjaujECV7dZPCVtQBhzTxGihAkYF927d1feI8YMY8gobDUYt7zHws94w2rHQkfwozgQ00dQI9CNHi6UCDxLfA9Fg99l414TXmMcaq4K9/zChQtKsCQ3xnQRI+YTio2eiygXjBeUcOYiZEfGOzU/8H5klsveFeBNwXIGpEAyT/MiuAerV69WHiW4JHgM2EzFIPNhKgSZCBa8zz77TCkCCEKtCBiBBU3sFMEGO18XXwFo4pB2sFKwwrBYHK0eV8DCifWMm4+Fk8WUScfijOsXrZ8sAFz9upJaekABGLR7DfaP94DccTasLxZio0LEIq6LsaQGnAfCHW8E3yenXC+UWJKkOGE9QmDiWiMEyIyA5ZxbK8RlF7CsX331VbvxiUDWqbBY0XimGGOayMdnUCYJY3FvUTBx1SNYtaeGz8+bN08pjBD/GH8IBP5mXDBmCEEQmsJjhRfLERwD+yE0hbKKACFNDtc/76UVzB3mJxvHRLwcD0l69plWMNbhTWhvHYaDY5ZFXoNWDFgbuadjx441QwmZCFMhyASwcFGU46233lJWESxdoyLAwkUsEMITpEIj4YmFBhc3FhFKgLN8XRZF0oX4LAsoC6uOgTp+Htfba6+9ppQBrDc+y/GxcCI8WWwh82RUvPQ/LL+XXpYZjRvJzV275FD8fjk/3LkoPCxsCAiEMseDFUAMkdex9jg2cq9ZAFwR2jCf33nnHdvfXGsUMRMZCyxlmOaQy4jPI5gprMN4JkxADBjgBYM9joKJkoCChmDn89xnXeCHMUDZW7gElLtFgdbeHMYBY5n8exQI3qOxDtb8//73PyUkGNMAyx2LHgUCYEkaPRQoCJT2hruSnnFOrQTc2RQqwpWNVyQr035RbCnSpMH1JvySH4BiwDrGfWZdxVNikg8zHqZCkIFAoLFokS4EsL5ZQFmEcFGykFCSFWIOwlEz8XkflyRKANZUUgOdRZU8ZQQgngK9IKJw4IYHLFgoDCgXCGGOAcIiW2ZbxPNffFGq/TMv4Xq4iay9d4R0uvNOtfhrpeeDDz5Q7k8UGhY5LHkWeLwTXBOsAc4JEllylQ6Ja2IlwT7XyhACA8sQrwSCiA2LE8vV9AikDxBFUWQpNKMVT5QBsmQYk4xxYvyMPzwx3G8EJkqnMd8dDxEhAk1+RQEmxANQkmGek5nA56jISXluMnC4f3ge4IugCKOU4H0jPECcn88wDhhfHKdjyI2MBJQHQmDpmeNLlixR1wLFg7mcVeRVzs3oEeBaGCsw5pf19aWXXlJrpnF9NZExMBWCDAIxcsg+PDpqsLiqcTVqZjSWBQsewoocYyZ1UpW7WFiJY/7777+KtIX1i7DDssIqcwRxdBYqFli0aSznXr16SVYg+NIludw+wRNCWZPIyT/Jba1bu7wPPBpYiwgBFm+qpxGnhrwIJ0E3iEHAkL6GYkR6GQoWlibkKx65Nvo5liPXgJS0rGj8hAeGY8N6xkOExZxRygiLIpY6lndWVnvjOhJWwkJFuSR8xbHgPkdRxbKHD4CLno0QFfeN7zF+O3furAQ9oRuUV5Q2smsQrHyG72LVM765/9w7Fn5CDCgY8AH4HuEe5hn7xkpH4UAhJLRmzGBAwcSqRMFmnyiPeKJwt6NkQGJkjHBceMpSC/g2EPx0jj5kyqwg+nHuxr4KXD/OJ796YOGdUOMkJ9eUyE0wFYJ0AoHNwERwIZjgCTguMFi6fIbXcXfqKn4TJ05M0uWIQEcDJnaJhYUVxYbLndKhgEVZxxNxr+PK1UJCFx1hAc9KDXp/bWu+OTj91JPqsfuYMS5/n8UfbwkLOQsfFelYfFkEEAIIQzwjnDtWJtecbIfkAD8DdyPXBk8Bv6Gb2qAg4IUgRJERZWwRZBy/ERwjgjMtQOhCusNyRmDiPUHB4Z6iaKAA8hyXuC7hm9GCibHEdUIpRbjDEYE7gMeL8Y+yi4KqAckTzgjjnWurxzj7odQ21jwK3F9//aXqAKA8I5jZF3nu8EGw7gmZkRUAbwHlivd02ipZBID3yM93dt2A49hHCcCLhrIMp4GxBYmRMcRGeMGV+YJnhLAUBgChBA3uM7VEMiuUsGLFCnnxxRfVcxR/xjHXRI/v3ALuGxwm7jP3FmUOpQ7BziOKdEqpyYwXFD88RkmtvSZSB1MhSCNYcEiRguTCAE5OS+WzuDMRFiyECCKsCzR7FkxH9izKANYsViD712xpmNmvvPKKeo5ljLuVCcDESKqee1bhwK5dcvXpp0XGjpWK8RXkKlSunKZ94QnANUiOM0IhI4BCAXENb40mt/HI6yyyKBoIq+SECVYwQgxg4eKp0K/jwuZvlBSsRpQXBCBxdCzU1C7WCCoURpQ6wizE0nHHs18sdcYS4RLGjz4mDYQ1GRS61S+xewQ61jVCj7GTnNBDAeF3eYT8h7KLBUwoDBY/3+V68dvEsBm/Wul1Bqw5Z/eR84JDQwVChCrpqXjM+C0IjPw+LnlCEjqdkWPgnjEP8FRwXpwr58xxcG5cJ+4HoQEyH3RICU8cnzV6a/C6URwJJYtjYK7RgZDfcxVamdEgpZL7lZ7QRHJA+ScbwwjCJCjPORkoT9OnT1ceJbw1cIgYQ9wT1jydkcTYA3RNRPlnDiWnHLBf7hneRcYKfSrMMELaYCoEaRRYWAHk6kPsgcmemgFIMR8WM6x9FmsWMbT8xx9/XO0TbZf4OgoAE4HJQhlWvAWA9/nN7GA6J+cZOPHIw+p5r+efl9wElC9CECgICDqEBwqDTjGD54BCx2KF8oACyEKFgMISRMDwPYQvZV9ZkBDcaQEWE4sllg9ClH1htaZkLXGMCEqOnXNBodBFqzgXBCPWNlY91hiLLIoFAh1PDNY3KX2MKVz4xKp1jwEIgiziCG6UJd2NT3NA+CzeCuaAzi6AH4D3gvfwmBiFMEoT1xIhyjXms9wDjo/f5Du6aRfHz7nzOiEDhAU9D7gmcAh4n2tNiIICSMwpI3eA78Ihgbyqzx2lwpnA19kOKFqEq8iUcWVeQ5JkfrJPrg9jBIUAyzUzoFMi8RhR4MxYHjqnAm8A4wjvDkop94hx4WxcY2gRUmUcApRplFk8eChZbIQQUSS0J4brjoHEPcN7iBLLGDGROpgKQSrAYosCwGKNyxKXvrbucd2hqSLQGdC6IAuLDwsN7yHgSSFk0WKBYjKzoDLBWTywmEgrIjZqLN5jbNjCpNeZCTkJQfv3S426dSU3gnuAS557goXIIsX9Q4BggfIcy4PXWcycLfTcf0ITWLYQ2ligiJFjPboCiHpsAKGFGxylM6M5DyigeEkINUHGwwpngcXNj4eLc2VBdZb+iRWNEgA/AoWCzyOQEYCMbxQRFAcWaQQpx45SwzVlvyi2LPJ8RxPxuE4oMtorwzEh7HDHo3To1/GycMwIX5Qd5gOeEY6HOci8JKSBlc+8REHAa0HlQhQZPsP8RQmCuIp3DuWNMJyRuMpv6PAOfAftBUoJnDtWO4IO7w1hD0Irqanz7wpYOzQfgtAjgpJwQU7P0ee+spFl4iq4z3g+Ub5RWlknddMs7i+KAunceJZ4JLSKkokHBeWAdZo5aJKJXYepELgIWPEsmix4LNgIaxZFrQQQB9MLi2b/A9yUCBI+i3XDooh3AEFhjPWiNECiYuDT6INUQKw6XKa4zzVLGv5AbooV5hWwGLEYQwpNSUizWKPEYXETL8edmdyCjdDDesLjgGVKBcususcoMpBfM4opz/7wgOHBAtp1j5LA9WMhZw4wH5hPCG08AxwD3gIItwhV3L+4jFFOdF19lBTtJWMfWJHwD5g3WIws/PwGPB3AvGSuGfP1mb/wRVAO8MyhHKBs8B3t+YDgyP1GuUABZ+O+uJLzj/cQrw7xbJSPjACGAt4RSJKsCYQS8b7wO7mFUIg3h+us+U/pBUokShicGsYPSiRjCOUAJYn7yb1mTKEUYoiZSBmmQpACmIDE57A6WECwGLSbCgsDKwlXFo86Zogrj+/hQk7txGdBZTGEbKVjaYBwAguoidwDhB+WLm53lDysZRQDiJ5GRrxWClAuWcgISaBEJJdymdPB+MXaRpCj3KD8MneI2evsF12bg4Wd+UIYAYUY5YS5hJKMp4yURtj0OozgCIQBnjjc0oQNNDkUxQJeA5Y7XgzAZ0hV4xojTLDkcfdzfHiBjMCbwT1hPhL7Zo6juHEPmfvOiINYtbjFUUIIG2QEUIgQqJwbykB284XSAjJHIL5C4MwoMGbweGnvD/cJTx8eITxUKB/cfzwqjA88KZnRQyUvwVQIUvAKkP6GkCbWikuYWCYLGZaJ46KeXkDYMnZvA5CnsDLNgZw7gOWK0NHxS8YOygDCA5KktpA/+ugjm+DCu4TQwhVvVAKJ62Nh5yUgpFF8U1NUhu9g7TH3kgKuYqxzrHzNEUCg41HAWwFHQQNFAC8O1iRKGnMODoSxGRLgXuD2x8qEsIeliZKD52DcuHFOrXMUO1z5xLAJOaS35gHnwFhhHOmQUkrAo8haxW+jwBC20NlK1FDAc4JHhfAkbP6sAB0NGed4zlwBAh5lMjmeFJ4ADc6NsAHzDo8Oc4f5BKeArAy8thhohHMziqicF2EqBEkMRiYhngHct7gkEcgsTJkpmFEI8ASQxkUMGWsoKyuhmUgfjBUTGTeQnkhzhMWuMxBYFImjYjVjRTK2CC0gnPgshatYzAGLJ2RTE64DoU2xIoQ4VjxWKaRFx/nNNecRLwSCkXgzwtMIFAvuB/eOMBHEUowBMiHwXMA/SApkB2HZQwCGPJeaeYzSgZWLQgJZlRROhJqrDZY4LkIfuhEaQpW1hFAOApMaDIRj+B3OXaeBZiZQQvB64alJ6VoQ/6dmBdY/ITo8aih1jmE07iEhJ8KqGigFcH84dzw1eAw4Z34TpYQQEZ4C5p3JLUgMUyFwAO5M3FtYcSwuLNQmTCQFFlmECosrCgEuYywRXNAs6Iwl4tjwA3hOfQWsfpQ+FiQsGBRNhD8Lvq6NQJgBqwYhZCqFrlvUCDsEhSYjEhqgKBVeGh2CwXokPICgRMhwDwnHoYwbwb3EE4BHgZi19mxggcJfSI5Lwj1F6EJAJdSAgeFKxgLHDY8C7hE8IzwXqa0rgYcA4acLl/HbKBXG39cVF3/99VcV4oSsmZnjjOuHYOfap9TYDIIoHhzc/SjHpPHyXbgdSUGXNOa8CAFpTysERMD5kw7KPIX/RZiBe4hnwUQCTIUgHgwkXHKQ+WAZM4kyW2s2kfuh3ZYsLGSeGFPsyCohlo5gJ4MBIh3jyjEOijWJe9NZa2uUCjNclDwIFyB8iSFzvbgX3BcKdcER0KmQxJTxuFCXAGFAyIbv6rLKeGhQHhDExrkPtwH3vw4BwAtxtVMmhgUCCKudKoMpCV3WIT7PsfD5tEITKjXwWMGdMJ4X502NCMISKAaZDTwwkC3x3CQHhDjeGcY9ChVeHu01TUnpwLNAkSxnHU7JAIIHRlYR+yd9FcWQUJFZt8AKUyGIH4C4zkgXI/6XnCvQhAnHMI92LTtbVFjgcVviqoSYijcBCwlyFQqEdoPiGWD88TfxZ9IBcXVnxUKd24FbnuuHIoCHAE8MIP0MIYDHwNhFFMUfwUz6JTwgNgQ9oR0UCDwDeAdJMUWQEn+HQ4Bg4h5y//AcuCpE+B3S3/Acsb+U6gVwHLpHQ3qhOSwaCET4AyifHBfhAhSQ1BKgUwssfQQvSrIrHg8ENfeMe4h1z/xyNbWStFY8DIRdyEAgvRvegOP9Yp9wxCB/ohgVz6RCUrkJ+V4hIKbFhEBrZVC4GqczkfvBoogLESsRF21qYoostFiOLFK4m3FTGhdeRxCvJnZJrrwGRXBYiLFmEBTsD+sF4YM3AW9DTs8vz07oRkZ4B1DKsIC5pyz08DXITMBLwOeINWMdUx1PpwMiIFDCEPC6CJXODCEbglQ1lAK8PBooEoQDUmq85QgUFtz4KBxYughHZ7UeOFYUGn6bOHdGAcUUbwXnx4Y1DR8ite3G0wKUALg1nLOurZIcmI/cI64XfVuYB3jRHEuCZwQIl0AQx0P322+/uVw3JK8i3yoETAhSvCg5TMyKhcJ0G+VNMMSZ+HiCdN8DFt433nhDLVYAQZ1c1ogmomF5kA+OZwCLAsufsYRF6SpjmywEygqjgLD4Ee8kHk2pYqwncxy6BgQ3Ah3rGwvQMXNBd/zUYR0+g9KPVUg6IeED7j9pjowROAXcT2L+WM6EcwhB8Bvcfw14IHgKCAOlFnh+OG6Ib3gBHAmPjCW8lYwDYuZZ1UkxM4GCg5Kr+0+kBLxohAi4B1wL5ib8AO4X2SIZrSTrcPHYsWNVmAblJd+2VrbkQ5w8edLSunVrS4MGDSz79u3L7sMxkUnYsmWLZeTIkZYOHTpYbr/9drWdOHHCMmPGDMvAgQNtr23cuDHJfURFRVlmzZpl6devn6VNmzZqf7///rvl9OnT6v2YmBjLrVu30nyMn332mWXAgAHqd9KCq1evWiZNmqQe8xOCg4MtLVu2tBw/ftyl+c495l6B999/X933ZcuWWdq1a2c5f/682s+2bdvUdZw6daqlT58+lmHDhqnPrF692rJ9+3bL7NmzLU8//bRlx44d6Tr2uLg4dc8Yl/xWRESE3fthYWGW/v37W/79919LXsCPP/5o6dy5s2Xnzp0uf+fgwYOWtm3bqrkaHR1tOXv2rOXJJ59U8/bixYuZcpz79u2z1K9fX8mGU6dOWfIj8p2HADctZBtSUiAbmcTBvAdIUlhf5JBDEMWigwQGN4ThrglHxOvxEsDqBrjr+Q6xS6wRGNGkQGGtsR9ey6hUJd3lDSIcnirindTcTw2wnLRbGauTPH2Y1LiEcZ+zkdGQFz0OEMfw1MC3SOv1x/1PGIfxQAdE43XCI4DHhhg0NRAYO7rLoAYueNaPtFrxjDV+g3GAJwOPA03PID+SSsc4pEJhXgDl1gnhQCp0laMF9wYuAfcF7wJeBu0VonIk81GTO7kXhHnwuHFPqBuTls6H4eHhKqWU0tjwyTKykFJuQL5RCJjgtNyEhUpsilxiE7kXDFsKxODmJZarBTVCnDAQnAAISUYha8wrx1WLi5+FWKdCUdEMoYrLkoUF8hf8AFKeMjolS1fIAxwPx0+hG4RTSm5RxjKKik7D4vhhjLOA4fJGKWABxt3N+aPQIADJ0YYrw2NOaoyVFiBIOdf0Ckz2gbAhto2b2hlQ2ogz0ztBcw24B8SbuY4I77RWleS+QGLkkTRB4tgURCO2z75zYt+StIJUWu4X4VmuuSuKKteZ7A4qRXKdqN1B6A5lEIWBeY4QJzVUt9omOwHCJPeMkENa8Oeff6peImzwVPJLzYJ8oRCg4TPZiSOzeELYMpFzwZCkhC3xVhZJ8sS5d1j0CEoWS2L4vIcAxQOAVk9cFmsbpjlFUIwxe3giLCJ4hxD0fI5qdsSZ2R+CE4sDRQFrA6IahLTMWgiIT7PocI5YhFg9nA+vwSngGBHcnC8FWvRxAhZUPgtbHDKUZskj7LkWuoIeC6WOf7Nxzdg4P+KlpIHlVu8B94cCTygGKbVzTglUA+X+UxMiKeBBQDEguwDisb5vpCkimFDujJXz0gMKGsF3QflwVqo5NwPiLNeZvhBcd51lg5eE+D1zzlkRItYElAGMABR+gCeMTAyUKZRhoGtDMF+MDeLSeh8GDx4sJUqUUB4pVxtd5WbkeYWAyYqAoGwsxJHcbhnldSCwmPAoARRlYaFm07XtEWYwyLHusdCwEAALiGaLs6iQx83QxrrAkmaxZoHAssY6x1uUGazl9MJRqDBecR2TegWRDcGOQoAVpFPi+I6ztKqkgGJEISQa5HCtEDqQqFA+UlsEJ7vAOMD6w1pEEWLMpKUzJNcTtj3hFcZHUk2lGHsULiIrhXGDwMHQoL8APRYYY1ikEOjyYyEphDIhFZRQrg3Pk2o/TEiPUBfjmvGHex9PCC5/nZFB5UjHhkR6vKMEG68xawXKLco8oQSKyTFvUJjTq/CGhYWp+cac4RhzSzOpNMOSRwFxZ+LEiRY/Pz/LhAkT1N8mci4OHDhgefzxxxXRavLkyZbw8HCXvhcaGqpIWMb7u2fPHsszzzyjiGE9evSwrFy5Ur0OgQsy2dq1ay05+TqwcQ7ffPON5fnnn1fHfObMGUVqg2zWqVMny4MPPmiZN29emn/n+vXral5AaIS81bx5c7X9999/ltyEGzduqHP49ddf07yP/fv3W+677z7LoEGDFMEwOUBoGzt2rOXZZ5+1+yz76Nu3r7pfjMf8BuZfx44dLePHj7fcddddlrfeessyffp0y+7du51+HhLtX3/9ZXn44YctTZs2VaRD5mVsbKxl3Lhxasx//fXXdmRb5jFEUmekTsigXbt2Vd+79957LTdv3szQc/vyyy+VLEGm5GVZkic9BLhjcRlTwhNyCK5hEzkTxAWpRoYGTuEXXPrpaRqF9YB1QdwfDwLV6HR6GC5AeAXUC8jIHO/MANMStziuarwdpDviGofnwCMuZUIKrja8ceX3SMnDo8b9SEtKXXaBojeEWQiXcF2wLHFJ4zlxNeSjy0czfkghTUt+Pl4LeCo8QqBLLUk0t4OwCaEsrj11GgitMG7hXiRXrhi+DuONe2UkygKsfngH9DQAhHwZn/A2jNUiKRvO73MfGcusIUkVC0sr1q1bp0IIED/xSOXFCqJ5zreF+whBAMmE+KmpDORMENcnHqvjhbhdcdmmRxlgAaD0NG5bXJa4krVgwzWMoki4gd/MyYAgSOyT3GsWS9ykKDgUyEHIkasO2YmYakaBhROiLQxtlDLcurkFCAuEOfUDWLApGkUuOWEAyGgIiZSAC5qYNnFijIi0gJAL9wR2O0IwD9payQIjDJ4Fay8ZXChFKN/cg+Sga3IA3e0TxZ0QEFwN+nnoKp+w/ulPgaJsBHOdsBdjFy4QY8FZKfD0oG3btkqmsCFjkDV5DXnKQ0BfdIpZEJOiXKWZUpjzAEEOwQabGuHGIpJUrDE1oCvc3XffrdKa4IsYgTLA7xD/Rbt3TB/LCSBuypilyQzMd3reo8yQNoiFBLHJMWUuM8C1IssB7wMx8dwKhAFpfcT2UXbwsrA26JbTzsBSiKcBXkp6yGgopjDT8RBwDR0bC+VlQP6lXwfXHsUbJYmeARQEg0yIME8OCFli9twD5gAeMLgAEAjx2rBPPFnMDbwQxtRCOAgYBHyf+5dZ1/zWrVvqNzhH0tgduQ65GXlGIYA8hoWDyw5NP79MwNwCBA2WAmxgJjhCJyP7knPfWTDIK3cECwh5/riCc5ornJAJCpIxvQxiH5kwWDpYREkR3TKznDfXEQubbITc7BrFqoSoiruXMcC1ZAwgqLD4WNj1fYAgiPVH9kJ6S5jzuwgslDyUOcZ6w4YNlWWZl1PYULq5jngJIBiihDGOqQzJdcV7R02P5CoBotzTnwKll74E3CvCMBp8l3Ca9iaiIONVI+2Qroco/9xXPAuZBYvForxSKD94gxxbZ+dW5HqFgMPHNcUCRlyJjAITOQ/wOciPBzpFiImPdo0lxYQmJQmXb2rBgsCiQzEiHWsEdLWjORBxYfaLopiTgJDCNaoB45otO1uywpxHecPSIzWThTWvFGchlEBWAoIKLgZFjQjHwDvgHEn1pBCOrjWQUb/Jb8BfgZ+BMMPqzYs9KpiHlIUmewWFCD4Ayi1hOryApGjScpkwGEWG8MYkpWxihRMWwAIHcBAYkyhVZBxR3IgwAfwR7hlrCd/RIH3X1VLi6cH06dOVgoNHiLTJXG+IWnIxYKQ+9dRTlpIlS1o2bdqU3YdjIhnAzIUJPHr0aBuzndKwgwcPVmVodRnhtCAoKEiVFTYyki9cuGBp37695YcffkiROZ5duHTpkjo+mP1kS+QEUKKZ+0Amw59//qmuIeV78xooh9urVy/LwoUL1dj8559/VMnaw4cPZ9pvUjr5hRdeUCx8GPYcQ14C5aHJVGE+g0WLFqksn3PnztkyB7744gvLhg0bLCNGjFCZHUnNTV7/7rvvbOvCggUL1HfIZHjiiSdURgfZCa1atbL89ttvlsjISPW7U6ZMscyZMydLz3vTpk1KBlHWGpmUm5FrPQQUpMH9BIsVrTOllqImcgZw/RF7o8YABC7c0lgM3E+siJQISM6Aux0rDPYxfeAJHxFPxFtAxoEJ14ELVFdupOgLbnYsMKy9XG/9OAC3MxwDQkm49fE0UiWQEFNmcTSwnBmvWL6sWZDl8grI2Sd0Bw+Aa0nYhdoNuPaZn4CwHs+Z74wrwlN4CuB2YNFz3eHRvPfee4pUSDdQvAJ4gBFVcEMIufAcAiK/oRuWZSeOHTum6lOwruGVzLVNqSy5ENeuXVOaYrNmzZSVZSLrgSb83Jd/pksjxipu0aKF0vgfeughyx9//JGm/bzzzjsqZ5lxQS7yu+++a5k/f77LtQxMJACrlZxwrLJVq1Ypr0vPnj2VVZvXvHB4Bt58802Vt06DKja8BrpuRWYCbxneF5om5bXxQ50GPAK6PoP2MjGmaOZlxOLFi1UtAj7z+eefq9ew+B955BFLbsOlS5eUTMK7xlqUG5Hr0g5JhyKVBXIQmqaRfW0i6/Dwp39J+9pl1GNa0w5hYKPx0/uc0qV4C9ICiETEZmmDi6WBNQHJJ6vJeHkBWF9UcqTSG/eE60oaHj0esObyEvB4ULGSODelzYlH47XCis8Ka5rxiTUJzyCvQPfkwKMEZ4iMHuYkmRY6tg93BhInoLEYHhmajOGpwYOIpU3GGLyA3IQSJUqoOYJ3ABmVm1J3NXJVyOD8+fOKTEKOKczsfNuzOofg6z/nyhN3p16Ik0dPHXgmEK42UgGZ/Gl17+tyv6Qdwiw2y1NnPGBSsyHA8hohDqWUMAl9EVASIL2S7pkZQOmA/Mojv8VvU7uAYj55BSg4pF4ypwk9QdgkFEA4D0KlrjUA6ZewAOED6hcQJkChQPlEaaA2SXIFjXIqoqKiVPMmMiu4DoQ9cgtyjUJA+glaJtonaS15OXUnrwOeAAswyh0xW6wyUobSmiZELJgFPCfEEvMiEFrk8WuQFULcl5SyvAS8Vgiu9Cg8uikXmRrsC0Y8Y5tURwwaOBoowAgNOvIh+LCM88vYRQmgABldRJcuXaqsaAwErGqUAzIHSP3kmqS1g2ROQExMjMo+4HzxlmRk5kpmIldIVbrY0YAEVxJafH5sHpKXFl2sBBqVUKmQXF5IRGlpTKORE5sU5SVwbyj2pIlheOZwB2PpUacAoZcXQEno9ADllnFNUR3WqGXLlinDhdAAdheWL8oAVSZRDDRJE2uS9FNqT0CEzcuhLgjEnDdjB+ufegOkK2IgQEAkpIAwTUvp6JwET09PVXeB86NQHq2fc4NSkOM9BGjVXFC8A+QN5zWmc34CQ40Fk8lC3BYWO4skLkPqBIwaNSq7D9FEEmCRRuCRb02MnUWcxR3BB3dj0KBB+frafffddyoWDqOe7AGqTcITMMaR4WLo+vtYyTDSqcNBHX6db0+4C+s4NwiP9IQUUHpQNPGSoDhRwAlQT4TxlFncsBNHjkjlLKzzYbFYlAKIMo1SkNO9HjlaIdAEQmLEFB0yPQO5G8SguY+kJGEVAVzPuE+pGmcsKmQi5yoGNHbhXhp7BFB4igqU+RHEiinIA0ido2IqFi4xcQwZPAYIPpReFGHdqwIFQlfrRMnCbY4HgTK9+SGMgBIEb4gGRhTEQoHitcyMue+vXUdOjRmjnvd46knJCsTFxakeC1RvXLVqVY72qOVYhQDrA2WAqlcQCE3OQO4FAp+qY2jJ5B5TO4LQDzFoeg+YyH3QXemoNMf9xeWtlbz8BJZPlAGqbMKBITbOWgVbHo4MPTvq1Klj9x3IdmTUYA3TtAqOBtvtt9+uFAH2RdU9yI0oEHnZU4CgZAzBUUE5whucmV7gAwYl60ydutJt9izJKkX6nnvuURUyWQeNPRhyEnJkMB4X8sCBAxV5iQnlqAyQDsXrxKFgrmZ0VysTGcsZoPwtpVu11TN16lTlMqR5iYncCWry4xrH9Q0gguVHaAGO0CeNVq9VEBNRCMjK0Cl2WoGAUU+JdZQGUjwppEW8mTWPsAKllRGSWJN5GSg7ND7CW8K1oFQ24QLCxJmFowMGiEXc1FbuwAFZ9tNPadqPJQk7muwR2jA3a9ZMFWDTYFwgs/AOEF5DxuVE5DgPAe4VXG642Mjp1BoyxEImF9YlGjbd2LZt26YYqvnBvZYbgZVDoxHigbSjxSWq3YQARjHVBdMK4rQapnKR9Zg0aZKai3h6IIjlpvQqsGD0o+IeGio9//wjzfsgf57UMl2rwQjc4Ah51igUBDgDrVq1UjwMamXwngaGDQoFnhb4CHS/RECmtTZHbgTzGc8hnAK6FpKumBnegi3IlTGP2/4+1qGD9P5ukkvf5b7g1cC7QbgTuUOFVeQVygxhbh1Kc3b/+B4EXb5D2C2nhcFznEJAi0w0ZhqBsMgz2ShSQecwXGy4lHCtMVBgpTIJYaqbyFk4fPiwaiaEMkDetWZOoyCQikOaIPfPsVVxarCnfgLn4PIbr6vHTsOGZcDRm3A1bAAnBIU8t2DltGlqjPBoiY6W0u+9LxfffivTxg3rFsqwFhKk2NKkB68m88MZGRM+AV5Qmlzlx1ApqZhkseBFSW8LblKSEdIorcZ00gO1rWEchN+F11+Tzi6Gu2JiYlTGG/cNLgiyCRHKsSK3kEUQSymJjdcIxcYRHA+8Eoqn8bmchBw12iCbwRdAYFAPG20Zoglxti+//FK5KKksxoZCgGJg1qrPWWBykELE/aLXxMMPP2xLKYRly71FQYBEmFavw8qnnpJOEyaIZ0yM9TdFxNvPT4q88KKIqRBkGfAIYAXnFix45BGpum69LFi2TKqsWy8hn4xTrzN2MhIIDdYovCfwK1CKCR9gHeIOx+uJ0NcFtRyB8pyfPZ6sDZ999pli5+MlSCszn6yY11+3GgqsRxA8yXLCbX/1k3FS8I3/qffcvbxTdW8jIyOVp4eUW9Ikx48fr8I8dHDUITRw6dIl9RlHLwfjAUWFYlR4CuiSmFOQYxQCWMpMIqwOCIVohgwIhAp/436BfUuuLjcB1w3Pc3Ov9rwG2pzCrIZ1zQREYdNAsSO2BnEIVzPVJingwmR3tRrZhgULxPf116VqeIQcatNGdLb28datpYi7u3qsm0nnZiIxEGq+vr6559LEWeRY69ZKKUCJdIt317bJwAJLeAIouEO4E4UJBYAYOZ5Mxj1kMoQcGQd5reJjRoJyx/BUyGhh3XAVrD14YBDY7IO0Tu4JsX1kCxY9NSC452GdO6vvrHzpJZFhQ13av+bKoBgAPAVw3ZBJuP9JG0WZY71DXnEOCH3GACR5DV4j3RRFkVTUHBMasuQAbNu2zeLv72+ZOXOm+vuDDz6wfPjhh3YNMGiMQYvSiIiIbDxSE0lhz549qjHMM888YwkJCUn0Ps2HRo4cqRrI0AJWtzX98ccfXWqYMu+ppy37a9VOtO2pV1+9v69WbfPmZDHWrFmjWljnJjBWGDN6/GTUuKHJFy2NBw0apOYBzXxmzJihrs+XX35p6d69u2X16tWqoZKJBCxdutQyb948y44dOyy7d++2HDt2TN0j2hmfPXtWtTc+deqUS5fswIEDqiUyDc5ofkcjpZMnT6oW69wH5MeYMWPUujN16tQ0tZ+OjY1VzbC+//57u9cvX75s+eqrr2wyDNBc7dNPP7X07t1b/SZjgHbbRvz9999K9uWUJlfZ7iFAg0Y7gpyDtkXsGQ3bmI5GzIX0Q10T20T2k390TXs0ccgx3DNINqTWGF1klCmGXXv58mXFKMai5D6Tp41XCHJocti6apVYXnxRqt0ITfQeVl65NatlR+vWUjBTztREcoBIlduIhIyV6mtWy4XWbTJ0v7Tbpq4AxDK4TlRzxGNG++jVq1cr8ixWoYkEsB5gWXNdsKZ1sStImMYaF86IhXgBIF/CN8Aqx8rGOzBkyBAVFqCENPF8LHk4LtwH7g+8DCqk0j+CiqlwmLDedcGolID8oSET99sI2jDDj3IM/RAyYCOzBF4Ecg3vEWOE38ZTRCoiMnDz5s3ZPp+yVSEg7tK/f39bbAcgXIjFOLpX6GiHcKErmYnsATFQ7g8Cnh7lxOiYVL169VKTDo6HEaRNwRoeOnSoYg5DpMJtyn3k/jI5dGGWpBBy5IjIqFHi/+lndq/HubnJubHPSd2iReXaqFFyTcQMF2QxcMMS+slN8Au9Kes//UyquLmJewbyqcl4QjlmLmhALkPomUh6/GBUQKzTDclYI4i9EwqGj4QygLB1BPwMmh/h/kfwQsJkLaHBGUJ72rRpit/CGkTK88svv6zWKGpnoAwgvNkvRsmwYcPUetanTx/VeTWlpnkUUsIgwshxtcgQYQT4cRi3KEGsg4RVUVroCEnqKkWpON7sDMNlW5YBP4tmptMLSUkDKAbcWCxNDW46RDVAudvc2AErt4PYG5MJjZtBTJ4tCh0TNqna62SMMGGoF0EFN7RqMkeYkI7KQ0rQrGBwpnYtqT9xopTJp5XxcgpYdInLohRmN/Zs2WJ73qBZsyQ/d/7sWdvza126qrHUbc6cdP8+Veh06W2s1rzcjyCjwFrCNYNcl9qy5cgPCHxwMxD2jkCOUACI6qekezJWsezhprEe4V2A3EeJaOQQysnMmTOVMoCA5jtJAaXlrbfeUvccjoPR8wN3gIJSjAHIh+wPUjyKhvFz7APDCM8RJfnxXGi+AQZXdpXozzYPAUKBG8ZF1coAwFVkbHQDcUkrAyAnl33MbWDAMilTaheMCw+3F/m3xpBASposyh7po5S0hYlLLQm6vqX2Hs5/9z0xOlszYgE3kX7UrVtXpR3mBHjce1/CHwcPJPk5oxK587FHpaeBFZ5asKgjEBzTLlGUTYUgZZBSidFAqBEL3dUW0KxZyA48lkmlZZJdQM0aBD1kdcKUeCsJKZC6TpogZEAsdZRaCOyff/65Mjj5LgWjnBHWKbTG66SSkhWH9xPo/eEp4rioWAmBVLeC1mEJ0g0hW5MtxfsoJDR3Q4HB40EIleN0DD/kaYUAIYFWhxuZvFzHNsfcZEIDaIG4VQBChdi1OdnSDwYpWiwDkHoAtJNOCseOHVOxL1x7uOOS0lyPHAqS6rVqSNCBA1KjTh3l9eF+oZXjsuN7FStWTPWxsr9qf1gX3IuVKkulr7+SjMT+Q4elbq2aGbrP/AJS6tLTpTIjQe05QAU6V+9zepQBQB45bmMNWOMIhfxYOyCtwILH2CCTgOvnimVM/j81HChgRxVUZyBcQ/VDgCHD/vFsYqQgoHHN8z6WO+58QqGTJk1SAhkeA5UjjV4L0qUJccJd0PIIhViDGgQoGgh5Mq2MGSSExFlzSbuGJ8CxwKHCEMPDgTICyLiaMWOGCplzHK1bt5asRpaPXGIoaFUff/xxohOG9MEN05oZVe24QLhwsCrRILEwTaSvUAp1AMiFhvSExou2zSSD5KLrrhPTwosDT4CJh8abHKGzwJTzsqT2Aanw0UuycORIWXj8mJqskGS4p2lFzMBBapE/fv990vuVVySjMXvtblmwcZ/t7xceSKgeZ0JS9BzhwSNWm91d3PQYAXqZ/uTn2bb3Jx70khMf1czw8wcIEtLbUoo9m3AOYvd4EDEcXKm/gFDGkEGRSA6USH/ooYeUUYJRQ90HQpWsS6xnCHntqUYx2bt3r/JYAzxf8NaoKIlwN1rsPIfngMsfIJfYN4pHUmC9hV9i5Jg4Ax4EQuR4HFh7M6vrY1LIUso+Fj83gpOmSp3xddxukC2wXCFsANi5ut898RVTGXANZ06eVEVYNNB4uaYMbtxiPGorhsWcGBYKAG4tCmbgzqL+A5kdKGQUzkiqycqGt+aozU3cpM72OGWfFfvhB+WqY5KQfWDUpFM9Zqb+JTL1r0xRBsCaM9Ey8aC32mYdiVbXDvzbJ+Ny0/MqaEiDIMTNmt24WqqUGiN6nJw8ddp2X9kyEjDYGdso1ITQeG4qA2kH1w5LGe+wK8C6pg4N3uLkQFyehlO48blXGJwarH8UQELecA9x22tQiRDvKcouygMZEHxOg6qHGKk8UguHGjnJKQOpBQoHxjLKTFZT/LJUISA2snv3bkXo0K4hOAOQQyBSEJOBtazdkHgKiLvk1M5QORFLJk2SG917SO/4wY8Vg6Cn0QaEPgY2GjasXLRPYqBouhBfULgg0+AKBvydUkvbiuHFpEJEUdlb8ZKELXtVgoYMli+qVFakQzRwXGQM7LSibuPGasssHAwvLNY5Z5GN7w1V145rWIbsBhPJgjnMwkUMNqXFObPRdrV9I6AO3+xS9/Tuijfjt7AM+R0Ei7GyHGE0E+kH4UTWCl3wJzlgzSMXnJUFdgQZBLrHBF4FR8BfwxpnHTR6LPBsYjyh7KEw4BFARgHWUIwmuA+EvDGwMnpeQdTFQ5CeXi9pQlYVPNi7d6/Fz8/PsmrVKrvXV65cqQp5hIaGJioy0aZNG8vmzZuz6hDzBCi0smbOHNvfUVFRltatW1smTpyonu/csVPdC4pmaAQFBanCGQ8++KDt9bVr11q6teuS4u8tnXfMsn3jVkvwpUuWFc2aW15//XVLv379LL///rsqEMJ9zMlYs3GL2iq9NM/y4Md/2BU9Wnzn0Ow+vBwPiruMGjVKFaTKKUXDuI/cT7YB7/6RofumiI4uqsVmImNA8aE+ffpYBg4cqIqXpYTvvvtOjTlX4Wxs/vLLL6po0bPPPmu56667bPfUsWARRabat29vWbRokVo79ecoRnTw4EG1vvJeRhedQlYiM/nNrEKWeAjQ+ggV4ArBHWMEMRu8BMRrjCAuB9cAS9OEa/j311+Vy77Iq6/ZueMgcJIP/fjIMfLYqNEq9WbMmDGqWAYg/gs/AO+NZo3jKbh267rM+WVGkr+3aOkqOeMWKv9u2CDzOneRDwMDlCsP7RYCDe62nF6TvV3LpmobUCZUfhib0OAGp0F0hfK262rCOXC9UuiFojB4CnIC9H3knlYqlLHpW4QuIQ5ql7SJjAFse2oCEA4g/Q93PXwzZy5z1hjGmrF4UVLAE8q6pveHxU0GAV5S9sP7eDI1IbBz586JiLKUF4aQCBkQz4AGqYWEDCiqBy+LR80ryQggK5GZyE5XPCe5pg7BJ598opjsuEAc03FgXyKEGAykY5DKQ7VC8jnJHTXTDJMHg1rH1M40ay7h8amA51u1kt7fTFTPF3/4u6zcv0XCLt+QEr5FZWfsUTl99owK0WhiJ1wCXHCEaVAeln8wQ/43Z7yMbzFWWn41xOlv/7Z4n/zx1ety5dIZ8fP1lVdefVUReKhZwEBmYjtmkaTl3LISm5YskYCnn1EKQYUtm2XtE09Kwb59pEn37ll+LLkJsLRZaHnMjsyDpZ/+LR7RIs2f6K7+Xr91t/TolLHVCI2ZNxgrhDoJx5nIOBC7pz20BvVLMA7JCIBkDojpU90PuQFTH2EJ3wweFO9BlEaukBaN0aPXRxQICIB8DoWA9Y6aNvCmCKmGhYXZ9StwRshGlunPkamguVXs76mnnlJ/00OB0DccG8IMGFsUYuNcCMeShUCIBLIilQqTy6wgFIdxhhHnSogkxysECHdOiBTDpNIouFEQdbjJXDzIbBDRTO5Ayjj68go52/yaBLz5lnhFR0u1XTvV62tWz5Rud9wtK1fOFEvMq1J84Wfyx5GFsv3KQRkx+n5FBiP3V2cOMLjpMAbr9tT+4xI997S8veN7mdL+bak6ztoEREMX3CB3lsnRZ8NGcX/heekVvzjS4RBOQnqINmtmzZIbq9dIny+/kKzGgXivRpSXt3hHR6lH0GjP7iw/ltwCLCNyvImpE7fNaqz6Z7lU3+gtkWK1pKp9ZD9mMxo//PCDynPP8hhvPhhHyAEEJx4YCHs0QTtz5oyy4qkuiFcKWQI5/eTJk6pIECnOCHs4T3wGwYyRwzrEayhxGDsoAGQT4CGFGwDpEGCILlu2TCkUrF9JAW8CCgr7IBsA74EGSgiGL2siqfUoCSgrGEmsr6y5cFBQbjgOyI6Mo+SKIAEKKVHqmPGGUpFrFQJ2zQVDY9L1BHIzEISQUPRjdmHJ539LxzF9ZfVX86ROcEm5+c8oifbylpA3/ycX4parzxQrtkyuXOkmxYstk1Pze8mP67dJ42K1pNuIPjLgnsFONXPygMm/Pf3SGhm39xeJKesldw0cJu17dZJxT7wtu07tl0vXL0tI2HWV54t2PqJUaam/dq1cePNNaTNooHLPUWyEiYE7LS2Y/8wzUnXxEqmbTIGZzAL39lijRnav6WvbYYhzT4kJsVlWtCzHfZpUa19n2BBf6fD2+++3vebq/OJ+MQ/qXk7wREVJjBwpfkU6PNk30+YpjHjIaNldajavA4GqCxZhJKIEcE8JRZI5hTeSbAGs7tRkeiDYqbz69ttv25XJTw1QXKiXQ80AyhlDRCQ7C6DQ6KJsCHF69pDeSNiCzCu8GJCtqV+AZy2l+gt4H/BsoLRkZhXDTFUIcB/qxg55wdqftuqolC9wRY6dvyH3DkrQDLMapBGe+/A/8bf4SMzFvXJr4wQpv/k/dY2nTbeWfC5ebJN6PH/eQyZ8GSh33t5Lhgd2lgoftXe6z4EDByotlH0vmb9I/IsUVqEDQjxvvf6mbPtvq7Sv00Lq9WiqlAF+Cw1+TcdOcs3dTSIbD5cdlw/InitHpHeTLvK/7z5I1/mdad4iWxSCbU1uF9+whDghpIzzX38rPgX9pE2r5ll+PLkNZKxQsx0F05XQwdZ1a6Xpvr3q+fXYhJhwUMOG0rRtuyS/t3n1RmneoZUcfGWZmgcaFrFIwKuNZcvEpRLrJXLH8xmvxGF5ksLGAk26tNlwLXOBgUE5e7wH9DDAEqduCjUFiO2nVGk1KWCdI5vwjKYFoaGhqnaLEXgdOF5nIL1bF4FjzFC8Da8aKfikMCYHPAsoQWQ+ZGY/n0wrTMQJ0PmLE8iNysAfs5bKPYPusPvbt0xDuR56Su4Z0FmFObJ6IdAkmg1Tlkp9SynlgYmLCJFzL70kdeOv8bChf6jHJUusebMBAdFSu/oqORB1So40D5cKSWjhlBVGAUAp+PTL8cqrg0ZLGU9Qzq+ELN67ShbuWan+ZhK98MADcsrXR8rGxUnB4INSO6CyjKk9VC5VTR8BhvFy/tVXsqVZ0bVnnpYCH32snnvExikuwQ3/2nI9Wzp+5D5QeIW0LCw5XLwUtUrKJcp4RhlgHK8tU07anD8r68uUEzfmVYi1ypwjFk+YietR6p0vKYt3/q3mgbPx0+WVIdbPZjBQAljAEVC4qk1lIHPBGEEJoCqk0T2fUV4elAndRCm1gJuAV4z1E3I8nqLkOlrCN7l48aLa4J8Q1sCjsGTJkhQVAowwijehbFBdkb9zlYeAwg1btmxRWlB2NWpID2ZtvCCVClyQ25tYc+Bnb7qoBg6v7T9hLV9576AuWXpMe15drB6LxCVoxEf9giXKJ066vZi0JUTsiVicJuUkpcDhDcAdR8wOCw9SJ/Bx95aIOGttAuDp5iE+llgpX72GjBgyXKqO/1H82r9os9B8nqsjJUpmbYWtjETwpUvq8XL7DnKrRgPZ98hT6u/7+rfN5iPLHWCBJOaLBcZiR7YJZWAd14HgiV9LCQ+rUh0cGydHaWB1JEhajraWcnWG4EvBEjnemh3jDIw/7QXjsxk5Dql8R746PAljYTUTmQPWJJj9VDCEQFi0aNEM3T8ufYxWCIAI20BDueGsAmsymysNwpA/ZEE0b95cVfrNNQoBBA4sTMgQKbW3zWz8/fcb6nHIkHdT9b05C5ZLXNH6EnVhF5UixNfbXWKL1BePkL0SHhkrwwd2l6mzl6jHrMKZl9faLXwHG4ZKt7t7p/g9BPz999+v4p2u1FmHcINmPtStrXx38G85GnpGve7v5Se1CleSIZW7StCJFVLtviFSb0+g0wV58bezpMdjg2yPuQ3zIWmWKilhtw2SqIu7ZfiABG+RCdcB+QrjgHgp7lGNVb/8Ih0jrKEZlqA1xa2pfK7wNJb9uUA91t5tzfqgSibjDrg6J1ILMqSw6vAKOLqJTWQO6FeAUgA/IKOVAWN4kkZFKAe33367Sn8kMwreAhyopIxZFN6FCxcqAwr+AJ9PSw8LPAucJ4qzq+MQQiVpvqntGJttCgEpObjtjKUiswr79++SunUbqcegoDHiX+iCev1maEKt9QpbXhXf4VUkfOpxafJe4sVj//6DsvNUlPgGlpSwy6ekfaMyUrFCBTl1+rR6/H3+ZnH39BGfgJIyqFXpbFEIThW4Kq3f7u/S9xDuKhTw6acpMloB2jjW0GOPPibjPhknnSu2kMjYaHnykxflzJQd6jMVHmoiFSpVsDsmwMJ8c0RxKfT7FbnkeUNKxBRKkreQHhzal9B/QKNWvXoZtv/TJ05IhcqV1T0H3Pe0HGNGHlNuBRYQvAI4RXqBPXPqlNycN9f2mdqPp7672+mT1nsj3x4Xecy6ODImMxqwwVEG2FBqHIUE60Xdujm73kZuBHn4VLfFuMxsEDJdu3atyjKgKiGt2kl5xzhyDFVQiwBCKWRBMhdQelEi6KjIsaJUuJp6S8YBzYwgF7rat4AsCHgU2oObozkElJ9Ec3IsNJRRmD37w0SvDRz4iu29QoV/lLp1j8rhw0ulEMpAvLrj729VDECJmMIiv18Rf0mcVz5j7lLxLNlQfAJEYi/tlhH97rC9fmf88xF9msvfc5eKiNWqySrsq3VV6h5CU7a4rAwA4pz0gyCLwBWFgLRPCnlMmz5NkWSM7tGKb1dMdEyOqPu7tfccysD+WiFOeQtpgfEe1Fq3Rj2iz64OsHopMlL4ogykVRHQqLl2tazatVM63m0leuZXoIySeUAIkaI+jCcWWQwHZ6Wxuc9A3+ukoIX/klrbpXuljFc6dfiDxjjU1UAIOMPB64HZwnfJ68CFn1UlsRHidxvKULP+0RURjxBrDMqJbrqHdwBBTr0EeAOkGZKdRS8e0iAhW+NdgJ9ALQKyEPgu36PmASmOrVq1UlkTnCO/jaeA9ERXgMeENZr5lNGF+zJcISBWzeQhBSOjcfz4ESkcYO91uHGjvEybdliaN39NvYe/g8/Fxi1RDHE7WEQqb3hPPbnodUMC7rHP6fx9wVYpWLKR3Ao5J02r+UutVgkLUpRXCTl+/ISs3XFM7hvUWW7FeEqLYqHU+ZOsQvcH+8vWN+YnOu6UQItWwji6k2FKIEWGQY47LLmcXH1Mjjj9slVYc42dvZ8WnDx2TN2DRK/HxkrHuzKunvyJY/adGStXTbtb7minLtJx1QoJmviVePfsLZWSIRzlZcBNgVxIzj7jCVIVRDEsKhZdx4JP3GffQLpknpD1+y/LiN7JpzC6X8y46nDOiGekihnDHUb8OmuFtKhfQX6dtV+tCxwzqFIlcd18E6kD649uYZwdY7ZPnz4qlZFKnCgGCF+IsiizrKXE/fEaIfhRctlQYFAMSIcltRBlkmwEFAMavkE6pE6C7u+CYoCikJrUVWQrv4WsNTZlynEhA0o5wjKm3S0nrTUtXG5MLGIeXJi0kAznzpsgfn6JaxncumXtae7sPUfwq8WDhsl5t2bSY7S1ze2qGdOl451DbUTC6Iu7ZNgA55oa77td2SsD+2Qs23Xpbwlkvzvuzfgue8SoWICpsqXLriYHNFitfaa26hznEncrRuodLyYH6l1P9fno+2G8L8Ay6Rtxe3RMwufiywl3jM/7TQ84Zo6Txzr77Nm7aQ13cPzq+K5aCaiKyWw4/vwGFsoBAwaoxkAsrsRM4bVA6oIo5Qg9F71KNcqUsBxEWzp5cly4hlGa8VZQJpYxz+ssvKQY9u/fX+WOu8Ls5rhBVoYS8yqo8sd1p95AdhLTLRaLkmmEFCiZjBcAvgBVBgkppPRdivNRyp3xRLYE54InHWUHDgMKMWGD1Jwj4xXlAoWAjJ4cqRBwUgh8tCLArrVLg8lGfIbyj2npnT5vnjUHvGLFr+TylQSL8FZYMfEraF10XcXlyx1l2FBrPuimFSukSt26cvyf2RJSt6f0bFc52cle1S9YGjdqIBkJ4vDE3kPuDJCGt9sXxckIwAeguhbXPqk2xhl5Lsd9L0vl8GJyqotIm26uC9Q9EydKGF6MoEMiNWpJy3hBcfHCBbHMnCEnPD2l5ejHXNrXxYsXZN++P6Vz5+cSXruQEDYCpeLH4e7XFsl17wipEl480X44l5qjW9k+6youTPxKSseTjJgH+1q0kvouhGvyMv7++29lPSFw6VgHGYuS5eTya3esxs5de9Q8+2vZPrmrW9pCQVhmZMuQGoYVh2tWFdMaMUK5ewmhUQ6WinKQ1likSStEGSBOTNEaFnCsOZQWvgd+m7te7u3nfBHmeOuUjMvwNSI/gvvXpUsXNWZyUt+I3bt3K2sfr1F6Cl+hWOBhINxA6AD5CPfO1RLppIQzZlGaclzIAPYjHgLIQxo6NxNSEScMEzOtTRr69PlPPaJFTZ8xWIoVnani1Ly+YoXrg4XvDL3TGnZY888caXvhvBJAB0uWFr8jK0TaJd2qN+L8bmlsqE2Q0cgMZQCwCEJYSamAB9ejff8B6f49BCsKTuihYJFurn+vgaebxAUdkrUlS0u7w4foJKNeP7hoobQf84S42hVh+fLZUrHicalQwV7X3fH3eql7JkHo/3v7TulyZw9p8F4POfvKOvUax72vXLDUO1tCPdY/W1Iivzgk8lHqFIJSY54Q+f5b29/5XRkAeAgoUU7deSwuCqygHKAoOLYR1gJ1eNe0RechXeFWxZKDP4PQx/WPpTZnzhzlpgWUWdaWGc85FiwvvGQUVcOjRv44aV4cPwq1R0zSrZQ53tyYZp3TgBKNZwCvcnK5/dmBhg0bqi29QAllHBKCYF7giUJJdpUsiDJBG2iqNVIWOSOQYZV1YLBTu97IlMTdRqxF53cikHCRpAVMMj3RLJYQ5f+PjCykXouILKQ2D49P1OvuHgUSbSpeED9PdVzKv0RJ+a9qdXUROly6IP4RyRNY7nZRGbgWEmLbksLG7yfJtm8nysr3M754ihFwB6iOhXWT0kLV/sJ5dUzpwYU+3moDPZ5IXCI5ebjJ9dhYKVSqlOxsmDDAOzz4kN39TwkBASVF14yixrkGxxPmFinu8f9qbSuorj/71cd80y1CejxpPe6WI6wKCd9Z+snf6rNsKd1bdSZubhISG6e2a0l0Zcvse5/TgHCmoNWjj1rrDGC9YzB889VE2bJ5s+36GpEW4QovAcJikSJFbF1T6V1PzJWiSZRX5jhQDIz7h3zLZym7jKeT44T3QGlbhNJ3332X4jpgKgPpB8ocjdEo6UtKYF4t/lSoUCFbJh49F3SKOGWPXQGylrAbsjejkCFXmvg08TjigUbgeoNDoIHbh5Q2SGvpQZHADnL5cg+5o9sW9TePbJFRr6q/y5d70G4rEtja6hqwWHWCzVtayfLlU6VJ69YSc/KETSON8HS9FnZSWD//D/H7soaEfLxTbUasnmdtD7t+0SJp+uDDUvtWEakRmvGZCuwf4E7CukEpw/XpCpqk07pp2raF2vaXsBb3Sc3xcg/2Vqqs7gtbWtGsWRvb4nzx4mS796q/Y59DXj3UqsByzPtKXJSLLdxsue3cPzwGfKfTM/3VvWJzdm+dwX/kaNvmDPq38xPIKycWi5GAKx7LfWCFTvLME0/Lph2b031N4Cvh6qf2O1VSHUMRkMUQ8LDGaTCTHPAOsDgzjvBm4NnAc2Ai80B2Gjw0CHsocGnth5Jb0LhxY+X6N3rOGWsQb10BMpdy4cjgHKMQUPKWGJtjnIdCD8TkCCeAV199VU0uJisxOgQA5DW0dfbhKp3BxydAhg2daGtmwSObr88nUqJ4T3Fz87BtnOKVqysTPARuWCrREhNr5Tm0e2SknLlURjbXqi1tRo5K9blvmpTgFt706XBps2WMeFmixUs81Lbs47/Ve5xv1fVe6rHNqROy7acfJSSYBcmqqXBoSz6zfjY9WP/D99L65HHlioJM+PLLL6t6364UzfivZi11HdICY59w0H3sEJe/1/jEMXUdGRtNTp2UjEBkpHUsOXIirf3KEfMWxXE43cXN7pirbSqgjulo2yiJcbPYjS8+H+4WLafbxknpkmdTPAa+s+3Le9Uj+9z46b1qPOgtP4IQAUVVcJfiKoV8fCb8krzeeKT8c3KVnAlzbSFMCsRTce0TJkivZcliTZwXlyzFYKjnQeVVCF2saTTIyYLu8fkKCDdK83IfYfTnBwwYMECt0wAlljRFKnu6IuRJP6RQFoZ2jlAI0Jhxe+g2kkYQ/yEuR0tdNCDiHZB5cHVgsaIJoRwQM8E1R4zPFbRv3zfJ18+dq6VSD9mOHPGSo0e95XJwu0Rbu7ab1Xc2/rtOjt1WWFp0Sn271P9WrZIWYlGPoOXNRUrhiIhroTSPA4GXpHZISfUb675dKAcDL0ncL9Ybp+1QvfHZto/2TPUxqONYkZCl0PjueyQqNlYpA+S1plQj2wh1Ddzcbefj8u+vWmU7r9Rixx+/idz3gLoK/7G23pf2lslGXL5cV40BR5x5d2PC1Xd3Uxv3RwPPAJ8ps16k7OvcRyv4DJ/ltSanD4qPn2uhrxaMCc7zhyek5tWaUieklG3LjyAGD7kVgh+kLPrCH3W7IHtDjsjAyp3l5S0TZOL4r+zGdGoAySujhDQeAvrQUz4XZYAGYIQjUDZ4nfTqlNJyTbgOlC84Htp9np8wZMgQVeeCEBdEVxRQlAKUzw0bVqotKSB7KROue91kq0LABCHnMimXNO+hTUMoJFSApUr1KdohU7AEi83WtGfDBpWemJ4J3aPHk3LmTC2JibGo52zDhv2caGPhWDL+bym9LEaqrEtsPS9c+K3aHGF07TQ5uF91X4+Ot46jxVMJoStRbygLNM6bNA439Rt3jB0i3V4eIjsrVZF1FSpJi0cfk6OtIyVaYtUj76W1a1fzNVb2M2AfL+07oKxtYqWpRYtDB6T5wf2y7ocfbJvj+XPd9HXgfb5TwM0t0WddQZuRo60FPB59TG36Gjj7bf27KRFTuW/lytEp0SJnztS2+/7ZZrHqmsdInFRYalFb+WVxtn3znl+ct/havNSxHGkeod6rsDxOIq6Hyfapf4m/u7u6765i3Zcjpc3Tk8VNYm2hKzaOIT+CLCPinhMmTFDeAq77snP/yeAqXaVBwwZyauUMuzGdGuBiJlTmKhzHEvfK+BrcG9YsjhdvBhwoXLy4agk/kFJmImNAPwFaGSMM8yOeix9Tb7zxhiK04ing8cqVS1KixPYk1z3qJSBnkcXZnmVAOVKKjuAW3bp1ozRt2srufeOEsbprrbFdXKiaTUnuL0Q/SD6weYkvEvfGHQIPAc8BsTy8ERR7IL5CTjAEIWcFHTp16i0hIfbHAbatT1gofBeESN24knKyo0VitgXLpfj3bm/TXJ1HzZrhdooJ3+W9FePnyB3xjYRuDrW2oWwbX2f75lNBcvyHe6VkpNXSrHeplFjcLBL4YgIjtW2vXrbnHfp1lZC2V6VKOut07/BtK00MLre9hw+ra8P13LJpkwwfMlhub+16rir3p22cdfA5Kmecf72rpWzXwS86WrbjDRo+XPymTpWMAvt1RIFwNzn8v3/lTGCoFO1srXDnON70vTOOBeP3S25NuB+7vl0p1UNLytFCweo9zqnZi50lbNw+9Rp18KKP3JAC0W5ysfx+aXQ+Vg7VqiXbDx9W51skmePfsWmj3Naylbo3fhFW19/ugg2keqjIkUKXpFpoCbtxkd/AGGPhR+liISxUopCsqXVChte6W1567il5d1dJ6bV2mTRt1y3VIYnUhAq2/PSjtDI0U+JebZnwgLR67nf1N8rARx99pAiGZFFBOMTFi+EC/wH3tomMAes61zavkghTAjKU8PmIe0bIa6++Ku+8+65SPqdNmyf33HObhIV9ITExbRKte3wPbzuymNT/bKtDgFaCW414z+XLu6VmzRtSo8ZYu88wmUjloUwjRBFIPuQd4+J44YUXbClHuOEAJESsBvpdw7jExUiIge8x2WEOY2Fw4Yid0D7SFXCaOrXM7nXSzMoHS70zJeTQbTcl0v+s1KoVGt8DQKRmzeds1ff4XHLseX5jycRZUv9MSafd11ID3ZLT8TG5z1MPG4UKDwzxTd1Ba9Hdw6XEc8+79Ltx330r7rRVjv8tN0NBHX0M/05fJF2GZs1CaBye/Papl1dLxY86yJEj4+OLfhSW3r1H2j4TFPSZnDhRRapUPi7HT1SWbt3s75X+voazc9Gvqfv5zSzp8fhg27UB7i7UQnAspOT4+47HkV8B14UCL3gLic9TsOjGu1Xkmc1lpU3JMHl62pFUMfdZb/D+JdWTPq2AR0BJdkKgZByQIkbeOIswhouJ9AFZQoYHYRjGQn7G4V+XyuM/fSRD7h6miLeMNcjhTZqcEw8PN9u6B3r1ekQ90nsBGYpSlZ7aCOnyEDB5Cxf2IYNdatXykNOn3cVxbhAPIWQAuRB3EEDAoxDUrl1bNZWgMAMDAmIiqRiQEdmSAyUf6d4HI5VKY8lh747dEvP3WSkuiYvyYMlrAV58t5v4P2hVBk6fdpPatYcl+hwCnv1ZPOOkQQNrJ8d9u/dIvYYN5OSsddKqcGUJFXuCXVqwZctn4uvbVcLDl6vHs2fXSY8ezhvAkFoHcZDqaygEeF9+mzxZmpcrK4W9C8jFAj7iKnf7Yt/+cmX2LCk2cJCcPHhQ/A/sF1qL7Ny+W9b8ckKe+rJflikDYMNfC6RcgQA5G3ld2tzdR7yeqil79uwUHEMICpRQR3TrNkhiPi4vlz3byb7iFaTebdaiVoDvG+HsXPRr3M+AutaxwfmX6mstw+xKUe59sXHqujlC/77jceRXwPSnNjtuUlyi9M749JN18sLga/K/N9+U6++8o6wkVytm0piG9rBpxb6dO6Wekw6t5Hkbc71ZoFE+qE1vKgQZU5UQQUZoOb+jULcG8mXcC/LwpLeVQUyhP7xocPDGjKkhxYsXtBmtyAng5mYRf39vZZynhjfmiHT5Zqj0dccddaVYMQ+ltXTqlFgrx+WG8CcXnoOFUESOKcqAJkTANiZtkeeuOizQmggb0Gsd4kVSWPz9bAmYdl2Kxfobw7d2G/Cr4iOXasVI4cvV1ca5lClT1raf/XWvSXSz0xLT7IwUPLZXfHysKYSg6hnrXkr5BsiN/dbsif3hsWo7EBEnv06cpTZXsXDhz1K0qLv4+q5Qj/xWXFxiZYbf4R7oOuuEC3DDfvvtt3Jn3Tqy4+IladihvdRPRSe5MmXLqs/zGHE52PbdQ7tOiHtk2jgOacGqH19XjygBXNdIL+s1LlO2jJw9e0COHHEulo8eLau+6xEeKi3H/iXB+6x9FTT4vqso7RcojcOt5WrXfR+srgmbK0jqmuvfT81x5HVgEVKTgGqmMKv/mjpNmrdoKb/++puqCofHy1Xgbk4PB6nupg2y6rff1HP2c/DgQRWbpVoeITgMG17Hq4FF5mp/EBPJg4qVEMxdrdKXl1GGktmBFhnUvLMsmjtfGceUKMYz9c476+TAgQQDGPnAhgxGFiMP0oM0ewggAuKiHjduoFM2txHc5KQqKaEwwNiFvEM8jkkHmzcl0G6SsMFrr72mUjactVpe9tHfUt8VNrebiG+FAlK1em25vOOkVCmUuDaAf/XDElPC6rr84IMVcnJiiPTpc156V+gtlfyLy6EZK6ViwWISGmu9GEGRBsLYnkBbv/aUEBR0SGrUuOpwTd2kRo0rtjzrxT/9JBc9PRUrF6sK64rcamNhj7XXr0vbdu3k7ieelLTgyOEg6Tg0wUPSuFUdWfbfKbv3QfWameMuLX+e/uA0ohK5WLuQVI23t/nd6lWtzW7On58rjhWFe/S4S+Qtqzvtv8+GScex0+yubXDwfGnd2j6slRyOh15SneyKFLZOFe4zqHWnfT2DpPDN29Oky7AmUqt20tcppXBQfkDZsmVV3jlGARkIgHAkc5yCZ5Q6JkSYEtKbYXDyjh5SOT6UwbqCQqCB5wHiG8YMVhhGSUZ3m8uPQJbg2XGlz0p+QecBvSTu3DVZtGO9PPvAaHno2ceVp4zMg40bD0jt2ol9vh071paXXvonXetJmj0EuKfDwm5I06ZVJCPWMtxFsHipS5AaawBij2MOvAbMfWP9gSS3+Ph0uSPhcsE70mkxleDgSzJ+/Bp55ZVFsmfPBbnttrKyZ88VpQwA/bgyNEZtaUVQ0Ca5ePGGHDwYqK6r9dpaZMMGd7U4smDO3rxZKVgvvvii8qwYlQG9cJ0ODVWNZNIKrsWK2QvU9teP/8jyL04nev/U7kOSWaj+xha7joO662D5oxG2327XbqwcOeIkGELaqbhJC4MyANzc6DkusmhRQnnt5MDEqjvM2siqWtkC6lqcdQtTm6soUs5Hln2RoEg5Au8WQoUYNaTb/JzXjiVEnB6SsUblypWVu/Srr75y6dpAsEprNVT1e1WrSvGSJRW5DWWANUYrKBCaKWiEAMOiJRxKW+e0lmM3YQVeINZfY5VbEyJdx9wtvzzxruo8+9bLryl+HVkHa9euUmNQywe9NW1aVW7evK5aBmS5h4DYWevWtcTLyxrb44YuWvSV9OyZeiHEyVEWlGYWjtUOXVlEICPBQeCC0TeBRQS+wpkzpyWqa5B4L7daZ1jpUQP2233fe3l1KVSvYALz2aeinAsLEapnL1kyTr74YpEEB4eKr6+nlCzpL/7+BWTkyOZSunQ3mTTpe/XZsgWLqMVqxkaEpjXrIdYnVDwiCtmed34o5X4LJ06ckNmz1ynOBfvr0qWzhIUdl6NHb6pFDguJWBv1HUhPSQrkRrNwkeOdEk6fOi0VKloXPCPO37omrQtWVMcxeetl2/l89eJMadLYW24vUllKxBSQ9X/OkzZ3Z3yHxpRQs4U1ztuzpz2p9Nt3pkunIavlyoULYsyrYCzoe1y9un2To6RwspKn1I6/RptPXJQ7utWQ2vWstfXPnDop5StWSnEfDZpXF0kmpE1GDeVHGb/wYrhvkGxJOcqPXgNnViIhRcIGdJrjeXLo16+fsqTgIiTXyItxvX79elm2bJkKA3CtuQco3RCXCV/glYDkBokZbxzzE9ctpGfAeygGe/fuVTnk3Lvk5qUJ56D2AGsb192EPaI9RD5/4AV5cvJH8v47T8ujj78hBQp4ytatZ6RFC/v13dvbU8lkuH0pcfAyXCFgInXpUs1ugnl4pL6LIemGKAOUM8UKSIkg6Ez4MbFJfYRhSQiC1AsUgvDw6eJ1oaLE1EsQAJbi9t6EyGG7BZ9AwOUEktcRj3A5snSG3Lp1WW7dipAffxyiCBvGc42NraM8ExX6t5LY5Va34n3v9paJj65QikfZ2z2k+HmrcmCpEyX1GybfsY1sC6wNesTzCEv6339XqNAI9bxxU7oaX+MapnQdV83DJS+yd4GnlG67y+69ISP6SNUh7SVi0R7r8cefz8X1Im43AqXN3V0kfOFuCXYPl87D+0lWYkPoceuTjSelfIXEpWcf+99Q+fv3+XJhna+cvzjfdj67dy+VGjVg51r7arhCDNfC/58PDstTk6yEQrB62lfS/sDrsrqONaTRYVjSSnBK953xiieHMUVqGxYyXiAWSNpVmxCVWgypkN4oKQEODZ5Gapokl4JFnXzWG+YbsWsUAshbCHe8Awh6IyB0sSH0sdjwzKGcs87w95tvvqnuIQXBCCektm14fgYeGIQYChfGnIkEsA6vmD5XqteqKf9uXCsPRc2ULl06yQ8/LJcKFQKlbFlreFSjTZuqSjZTFTjLFAJi1Bs2rJfnnntBxbpv3LBI4cIIopQtJiOoLYB7kFoDFP6oWTP1zGtd6IhiJAwsMhZIUbx8mRRBN4luYe/qTiqUf614Qr2E8gGxsmbNcZk6dZcMGFBfChb0NsT0LRIa2k4aN66phDW/N7z07bK3UJhsfXWGWLz81KcurveTVndYv3SqUPJkPBYnqjmyUS6VeJpXfKnh+vXrZ2icEhf1wWUbpUCZQGl8K0B2e52Wi+v8JNYrXNyjfaT5A1aBCa6Eh0pwRR/xdb8h5zZ7S8sHAmTPnzdk3V/zxL9GOencK3OUAUeSqFG56Tw0+d8MDr6szgfbWp+XjCA952HZvn2z9O6dOgb6V6/OEDexrxMRWLmR7K48T+oufkDO9fhZMgIIJLg0bPBhSM3FWqWjmStlp9OLjePvkVbPuRZKyWoQFmROuNoCl/Q1rh1zKam49JEjR5Tg12G1lStXqnvgGH5zBmon4NVB8aBvAp4I9sUaRMYEBdjIPMBbgNeSkALeH0jQJhIDLgZN2OCDGbvlmkhY82q2biJzVyyRGzciZciQQImOri6vvbZYhg5tJD16JPR7aNOmtrz33jglo9PS6t49rS6eChUqSu/e9AOwyLVrVk9BkyapW2zR4nX+PIIvrcBypm82CsX+/f9J2bLn5MqV3xLFWFzZ9u+/KM88M08WLTooDz3UVPr2rWMXyw8KKqjOk9gipCO8G3O3rpYGYYXEJ1Dk8S96SKOe3lKzoo+U7t9CjviGqfeSAgVOsASpYc0CxsTA2xF3dJVacOjlnl6sWDHXtvn8d0ZiA31sx8Txele9oh4LVL0qzVsmuJo4/tAzu+TBkg+r93nvrh7FpNXQXtK4qS6FlPHYs3yD2jhWtjWLXa/A9c8vK2y9CvR5aaR2fALuqSMatWivtqKvB6nHjAbFb5jQ5LgTmstsrJ0zRZo//avkVKAQEirgemA8pASybm677TaV3ZRkTZKzZ21dWAFhOmqlGF9LDigPOr2R6oh4J4mBI9wgSLI2UCkUzwFtfFmfIP9mVBOavATWUsJkNDYibGPCeXouY3rq1BNKFt11VyN5/vkOMmvWXpkzZ59NPkVGVpASJYopj3takCaFgFgeAxy32JUrTaVgwSLq0VVQcZA0RGJ9pO1kpHvt7NkbUqpUYKKmNsnh1i2L2nbuPCfjxq2WgQPrySef9JbWre09HqxFvXolVDUjztu6ViO5fitMdvlck+GP9ZD/pi2S5lJK/FpEqectpLSExyTdzpIbx0LEzQa4exAIvR5+WbkisTiSA7wLx8UO6wcCFN8HFSsekQoVgsTDw1v2B4bbHRPXfuSLd9oejeA1D28/uSl+sn38nbL5s7uV5Z3Z7tBOw/tJ096dxNPdQ211Iu3dYsnhkeeHSoOhvqpkdFSYJVXHOvHN6WozgnuaFDLrOuCaBvXq1cuwPufJwSewdI5zcTuOa1zxjGfS/VJSkhHWpCMT76dEOuRArHRc0qRl4XXhNc1H4D0EempT3vg8nhyt0GMcUJ8ANGzYUHl2SLPW3h6OB44Dc55QKWQ6V7va5XXA06CZUWpI5fkNo0aNkg0b9khIiFUpDgzspNp6z569Vy5csM4X5FOvXn2VjE4L0uSL5Md0jKJly9RVWyMOiEeAWgQU00GoZhQgJyIQa9d+WCIirAt7UJC1alONGs41Tz5fq9YT8tVXn8nMmetk6NAB0q1bAl/gwsFAKV37mtpP587WqlBGENtfuHq51GvSSGJXHZYmReIX81uFxKdIMdly7YTElPaQpBKmiEkSKsBywLKAJc31ZcMtiavRGTasWK0e64b5i/S1WvVr1iyRrVt3yPTpc2zMZ714HjniIxbLcenQ6zEV/y/co5HE/ZtylkDckeVS4JWjEv3NSIktOVC2Xj8p7STzS+5un7/Kpq02T6b//MbFM9Rjqx4Jykz7zq1l/0Z7we4SLhYTjwrW9E6Nv75ZJJ6JOZeZCshVzA89HjIbzTrmvPK7zKUNBW9K687W9QV3OxY/sfunn35KBg4cpEJpcAacXaNq1aopLg4kY8IwuPnxuuBFbNOmjUpx1KEohDa1BmBwpwYQoPX8wruHQgD3AG6BBh4CFHRCHhoo/XxGs8E5FhSF/AyUOEKwlIfWBeyyExtWrLaNvZwCjMauXe+QsWMXSr9+raVuXT8ZOvQxOXr0tHzxxQq5994+ihuFokvRrCxRCIjn7dmzx6VYmyPIoYfAw0R86aWXMryrle5VTuwuPJzGNrWkc2drGczTp50XN7l+PVrxF5YunS8ffzxOypbdqpSEc+esZLA9C7ykQaGy0rOnc0uxxz2D5ed5M1SlKKoZRsbE92uIfx6nSAtxsmjRN9Kz5xinriA0YwqfkMZEqUq8L6RhojU7A261JpHWuLbFI4EUUbbsPlm/frnce28TuXTppmzaZLU+zp6ta3f8UbExElCggKwvcNWOia/BsWr0fOoH9XtxHj7SfEivdJXFTA063OVa5oIlLk5abR4lGw4ukNbPJMTzH31taKp/s3ofNzlpJZDbMOol1/bDNeLaTHp/epp+OykvQX6Cdhf/N2upNAuolCjNEKGBS97HZ5ssWLBdCXEybnDPO7teeNrYqGtCLB8FwpknRKcV6gJfroL68YT48MYRcsCrQc0EPAModbjC4TcR5njrrbfUgo7iT4iBeisAvhMeQhOiOCJkjGUXVv81Vzrc1U+Nw9iYWNt4zKo1zxXAWUFhYjz162ct2Y7ceOCBtTJt2n/Stu0VRUgm7My4pM14pioEuLuwil0pIsGEPnTokGzcuFFp6hwgvQectUrOCGireNeurVKxopsUK3ZQDh2yZgD4+iaOjhw54i7ffbdJWWKPPdZHwsL2yNGj1gWje3erAN3z17/SoUOCMP3vv7XSokU72/OjR+eoDISIwFMS3bS10vwL+xaUO++2Nj5y33FZihTZLb6+SaeQNSpTVb6e/ovKmGAhSU4YbNmwSSoFu0khbyt50Xhc3t5RcvLkNalSpas0bFhC1q17S71nPH7g1sFKzmrTpaPd9wHnVr16RPyr1gU54sPq4t7iM/VY4C0HkmY6YLyWaUXrXsNk696p4h11Pd3H071PZ7nRPm057N8/t0Ia3xkosWYINM3YPGup1PIrKc0CK6v+5d6+PonGi6/vf1KnTikpUKCseHvXlj//nCJ3DRsuvfv2UZYRQhchawTWe0rAA5FabwxGkc4yMBIGH3/8cdtzSquz7mn2POmMgHXQ1T4srmDrmsXStH3S4a3cAOpwaKMuO3Bb74629bWWFJTri3fKoVuXpJ2LxklWVvakzw9KAfwUxu2ECb+pv/EMUL4eGY2sRoHOVIVg9erVyqJ1RRmgcA5NF5ikxDog3WRmTFQrBMWK7RQ3N2/x80tQAmJjiSdbhfLNm5Gya9cFWbs2TGU60IbVyOQm9ODYW3rBgu/UY82aNyUuzmpXFyu2RaZMOSodO1aRipW7qtgkvRmqVKwkD456RBYv/lF9PjbWTU6dqi5nts+VDnf2kTXT50tHQ7pe2dJlpF2txirtDIsiuZTB8Os35aBa76wxo9st1s8GBm6WMWOsaXYWS4xyXSYVbihMSogBCxd+r47TSvDcLz4+VaV8+aNy5kx1qVYtTgrLDYmNuCm7Gv5P4qbOlfZD+6S7IxnXk98UcU0h0Pfjp89mysgX7LkOTV+cLRkFx2vjKtxivSQk+IY8/k76vQN5AdwvxshTM/6RLwb3Vc/1PUxq7LDwJqS6Wse6cV+McQ8Pa2nimBgf8fSMkB9+mCr7f14kX6+eJa8uf0X8/AsqQYuVhHVE6G3OnN+lQoWSUqdOFenff4xTkjTuakIKhBaoM4AnASGPsZAcWDeSyx5gPKV1TKUGt624S9bsuVfaPvZFru0WiPcZInV2oXDhwtLgekERb0N6uVvOLBSG8QgnhXTN3r17q+tGejrkTMIuyGhkdWoVglR3O8TtRo48P5wUcM+RPgKZBtdYVqXb8Lu4259++jFp0iQhZnfypJs0bDhCdu/+XSIiouWTT+ZKYGBxlYPM5pieMeFJq2AFxUrGSb2+ZcTfP4G1ef26dWELCHCX8ePXyvbtZ8XDw0stRMQo6SXw4IPtpWnTYXLt2q8SGHifUoZo4xy59rBcjLohtw9PiNtGLNwju6+dlOnbV6ljQdMzQvd3d9a0hX3qfVP6uWPHqlK8eBPVLRJNMamwA9i9fbM0bNJcfff69d/szu9CWDPp3b6DLBnfV0pHRUqjl5fKuj/nSdPAynI54oaUH+R6O+Wt/1ljpU1bJPBFdLfCsLD20rhx8mmVu7btkNBDZ2T7Rjdxj/aVlg8WsdtXTkDwpWApUdKstKZRd8Fa2d+7nZRasVOKhYfKD2X8ZeR5q4DneZsmVhKtI7ZNXST1CpdXWSKHS8XKTTdR3+M7NSuUV3MYVKwYZxs7zB8QGxcns7atkLlbVsvpyxfUvAgPvyZ16lSQ48fPi7e3hzz55EvSqZN9Nz3CCsaaB7j48TJgYFDLAJesq9kH2YXgeI7C0d+ekZZj/5TcCNJtyTRg3couRMSPJQ09Dhvd7ny8ZieoWUK4+4MPPrA1hUJ2MIYJg8Gh0bIjUzwECFxKrDrrSIUWT/yHDoRoKGjcHFxW5t7CHaBj4rp1a+W22xJqGnTpYq1+2KXLs4qUVLlydZkyZYrTSnCvzJwr5aITFITmw/E2HLGLZxYu7CbHj1eQK1dEBgy4S155pZWyKLAmyGfmOHr2tDa3uXbN2t0RqAXK57wcjrlq95sbY89Kp7v7SMnW9VUONYRNo9uTG0/c0ZlCoPeNV4FYV6FCVZVXBoJUcsrA6r+/FSkQINKkudrH9XiPO6f5a1xNmRZTWCgDc3/jd+RCZ+tkiPKyTpBiPvZs7CkT/pYHn0o6/rppSoh6bNoi4TXr9XSTggVpPpS0QrBi+jxp5V9JfO/uK7vWrLDtz7ivnABTGbDHVV/rHHr91nl5r2AZGcT48rOOm8HXLGpsOQOK8sp58amWZ0WGFyqtvqe+06SEmsNaodRjh/nT0qOs8h4MadZFjlquS+WwMDUfatXylmLFykuVKpflp5+2yueffyANGzaxs0RJ7SS0yRyD/Q+vhzlMPQzmInOSOZgV9SDSihLxIdwSuVQZgFsxdepUlU2SXXhl5lxxL2wN174R427jgtW8mLMycIzhKOQunvg+ffqomhqMY5QqriW8FmR2aqpneqa2fwFuFWJmVPUir5bnZA6gjRw/flxZqbDmSZnKqtKrp+e8LhUGWNPzcJ+Qqufj85qcOXE4UVU64nl0jXI8tqZzrcLmTJGKEtAnIY61+koD+aDYbvHxsXdT33GH87LALBqEITTmzLkpERHUaxDx8/OToXcOlWM/HJXOBs9yp7491O9v6tVeCUo0ZD5rBExlqqhRxKjvYKvwfeTIednar7Ps3H9AGteto0qtzpu33Nb5EAY0aVDO3HDtA06JW7cPbX+fPWt99PWNlWk3refGMdWJJ0mq69iisew6flIahSW4QCc884+4RxSxPX/qi/62R41+r9SQOV8npBNxvBevNJUfr16XJwKPJFk18OD+A9Lav3JCYyh6FLhZpO6g1MV69XXjmnbv3j1dNS9MJI0R0+fKQZ94Zdq/qBo/W/v1lFmzlsiBQGOTMTfbfGP8OoL5APiMM4/tpk2fSWSkm5Qr56aed+o7VtavXie3hwXIkdCLMqhGS5kVtEl9tn37+6Xs8R/kgv8oGTUKkt9Glb2DZUUmAvFXY2VPY7iO5ygEkA1zWo8J0hgZy7iMqZjK2E5tlkROAjVptDKW1TCu/RK/1gyKtUi9uJxfOhxFAI4MZHQUW55TZht5jKcApSA1LaVTFWwiRxQyIQVCiPfQshQG77Bhw5SrG60EQg0LblbWYT9qqSarZk9Wz/FM0Izo6NblEnn5tLSMsM/HRFg7kofemz1fTvsXVRvD4Zqfh9pu+LnLQyEX5ciRUqoQk3FLCiwiuODR3IhJnjhxSR0PZBkm7JpFW+WRdwfKH9/Ntvv9M/5FbPFI6qLzWb1ZY6YxyrsRExsr3S9Eqo3v8N3Fh4+q/WhuB+fHBOM+UUENZcIRq2/aV4Xs0OE5OXasiCxYGBY/JSwyJO6WrBzU3fYZeh6gDGyMSCAWekQkeFOK17Oo83I3vAbWLt4mT30y2PY3x35/dGGZ0b+f+t2kcO7gMaUM6N8r0vSGFL09VC6ctPewpATKQtPXgWvJcxOZg9+H9rObR4xPwBhybDnOe4wvDTx2zuaksUW5RkhIKTVumBc8B1cu31BjZeutM7IjxppdQwbC8e3/yvqQamrOElt//PFW0rJlURXeY77A2kZxZl90OHQEtQsgAua0Og3wIxjLjGk9tnMzULowXlB0shrGMWuJ33p7x9k1v8vJQImCL4Z3nLGMUY6ngNdTW9chVR4CwgUILYg6TBAa7kCkw3WRnY1YysWdEC/3OJswjIqMkI6FgiTouj3bWHsIHDMkvgpMrJVWun5FptStIPVqjrB7nTQjgJfBGbDMSVchvZIQAu574o/kS4OQHVbr+tr2AJkwdpbMaOsvhwPLQ+ZQr7MwsQjpkAHpiKSQoGxpDNv6r0xr1kV19Ps6oJw8sWGBvLd3p8rmADCacRuhhBAPpRqiY9nXjgMfTHReaJbcxXu3r5A11RvJnijrNZ3/xwrpc4/Vkjtb3Uc61+xt+17XpxOS9O8eOUAmPDtHxNe+qEzT9gn1/NvNXioSWFId+z3T58ofyZQi7jyotxw5fNj2e+w/LUAQ/Fi4jPw4e6l0iX8NLxKFsXThJ7TprFxUTx4/JpWqVHVpTKUX7D+lfXM8IGr7L7bXagx+O/U/5madOycDiql7zP1eO/AOqXTD+poG7y2weMuC+PcZe/qeHDl+ItGcrHg9QQns2dM6J4/triuxEdaUsOhbFjnbwEdObz2tiIGkBMK0PnL4oFSvWTt+bvVWFd2GDesrkZG/q3mK1xMrm7nCRgqjMf0Q5Z75lJOIelwnTaDW45dHPYaPHz+hXqtSJXf1BejRo4eqv5GV7cD1epQIFtt/asys/2u+tLmrj+Qk6HUDcL24boR/dR8OjEuKX2WqQkBMAg2EwUe9blz0GhwQSkJW8gZWzf1dxFJWOg4crZ43bt9HHUfwjUg5a6ksZ6+L6OQ6XFLwHKheZkSioWexyOYBWnQkAKIkghY4Ev8SvmqxMarRzlBQ+F2YzF+O/1oC65dRn/NvECKhe4tIUGBRpQyMDDkt165VUd4E0kXIVqC8qq7fYNs/5Y6LlbI7Zr04sOhT+QzrYciLr0gVS4yqooYVhMscN1JSlg7pKxqfPp9gtc+fs1iKFEwQ+tVr1lTXgW5yoFYde0/DU58nFtrngzarz30+b6EEBZa1ne+7KfQl0L+XXlD45ZuVO9V9LV6hus2TxHnoa5fVFtbxbcvk+J6CcjbULcUxlV5wb5mrQN83I5g3HXzjCzAUFll93SpIXOj/lAjc27s8IkXTwoICrBwX5tMbM+fKD0UTvGtBLMTxijBWOOOde3LQp5C4GT4n8ft0RPfBPWX9HOtxD763t+1eG6GVAXU+NRJqvmNV83u4WFEEmKMo1DQ8QjBpojHzF6XAeK069rM3EpID3jnIcpCwmZeE71g70wPGLuD49fjl+lGdEezavFc97ttlTbnuMyB3pCNyTzgfUupc7VuRXjAGnakebrScv3lSWhWsJBvDTkrnHJZ6CDDMGQM6lZVxjHceY5I1hVA+qZypgctqLwIO5jq5vljYaCRo4LjgOSiKhFC5C5Z/VpafrC0HpOOQ0bJp2jjp6LdXDi75XhpXLiK/Hi0lPrHX1XsaxFg4Zse85H+KukmJmzfUxvN/iiW+LFxcLjLnTaWzpIAnAKWpRYsWSjhTlwAlpFWT9jJz9gzxK2TVwf4s4yc1hiToY2PaNFexbhYL3dNda8laYGgcLVnRqSLSe+BAGXHvvbL11Bn5ee1GFSOlGiQ8DxY7vBUXLiRfKpXf5Du6s1yFymXVa//8vkz9zXvG4+Hv5HDxwgV1j9S1qVjOdn3fHZz+ymznL1xItKVwcrKxitVbweLJYk1nOu4n55HSubgCVzrycU3qtO0vxSvVsYVzMtIi4hiM58M58jv6txgDxnHAcewrOcS2MWeM88YZ9kx/R805/Xs2uLnJx/7OU/WM91zPtxJhocpNrBtacYwnYhN/ZrI4b9QSFpm2+hPcf33NUZIJ9aEwsz6gmJ09e05dI0ocGzvw2RQnFwDDe8yYMWptnDx5sgrfsW9XxkhKx87GfeUcdKlmjZYdmolbdAEpIhXU/M0tYO1DGXvxxZdk167UWbYZjeJhoTIFwzL8hnS+M2uVAT03U1qruf/GR8BY0Kmy8Pho7e2YQp8hHgKEPoIOSwMXNhMF9w4VB6nQhXan6/GXKWO1grMCpfpaXWaR/pVlzVU/sfiXlCEty8vXq9fLcw4tTIkRwiR2RItGjWR3Q0uSCzOxOoS1tkAmTZqkikM4A62YIfjgtkHx0Jru7U1ul217N0m5GlaLaVeR0rLs6imxFLOGEFr/NU/K/v2zzbWLcsXv6t7rGhzd7j7tpPQqa8tiVBcW002bNsn37fuL1G8n5X77TfzPn5XXDu9Rlo/GlhX7Je5iYdnpvVtOuVtkVE9rSWBjXJ3zw6PAObJ4NWrcUDac3C/F/cuqz+H90WVY+Tu5ZiRrFs6Qtp7bxa3vB7brnJFosi9xo5i3d+y2nZcROg5tvLucK/ebNFHOw5ViWylBX7fkUGL3l7L2ennpcOfjUq9hE/X71OnIKHAMRtAb3VgifMNKq8I+KN4FWr9R6nunh0hRaTfUWoAH75M+fsd4v+NsUrklFosawzPix92dzz2nxpzRwi+zcqf6jDMYx+vgoVZuyveLltpec3b/nUGPdUC1QIoM8QiH58XnX5LHhr4kR/efliq1rRYYWBtSTpKrwkIMl7omhw8fVoo9hC4yj8i8AijmPOd3dS8Fu+tjsSgjC2sPLyFwtmbp+4rb2LHCIve3dKGqal/M39wEGPOjHnhcHnv0MXn5lZcyvaSzM6qom8Uij3uEy+gsVgQ0jmwMVmu0f1QZKT2wlCxesEx69O5mt66CfScvS7PSsYnmO2myGOWEzggZk8HhKlnTZQ8BViHxCZqDoJGgTfMjVEZCGEF4g9SAwMhKpqgW4A0tO6Wg5boUKl5W/JuOUFq4sX44f1M7PCllRWvaRoSEhKht68FDtvfZklq8+SyFl2D9IqSJY2oMGdFfuQ3JzKC+uURGyDGLh7jfvCFlfvxcSv79s9LosOr176DdAV1gSHVYa91GBv+9QP0dGHFLCodeV9cf/O4fI4WjIuwKfejKX1RArFq+hsQGXBX3mLJSzNfHdn5+hQsrBcfTwxre4JHfmvn7fJn92yLxKBUmEdG31LVDGQRkQmgliX04YvP0cdLOa7vsDOjtkvV7zck+UgLnyjnHEaJxdxeLm5tUKxooD063KoL6/MCfflHqev1RMMGFpo+L+8Q1xpozfictYJ86j1rvi7+N+7we5aaUAf15fjcjPQTGser4mlYEtDKQVrQf+oSMGzdOnRvzwdVrxmLLPeBYDuzfrzYaAwHGIK8/NGOu7TPOzoWmQow9Nl7nt9/wKSn/K1DCblyD5O6n3i+/y1zjc/RLgBN1KOiAeJUJlzrV68vSJctsXRY5b2fgu6wxdDhEUKMUwifSNeVZnKnWSuiQNr9wFUaMGKF+i+/oLqfUecFjBeGR8E5KiiLWoOPYscSKhEdZ56zjMaZnbGcFFs1YKY8OHysPD3lSPvroY5nw8aRMO+7k9lmjWBGnMiErwLgrHF1O3N3c1fpbKLqs7RqwFYstqtbWu4YPl17VYsTH05IoRIg8xjNAiMrRw5whHgJ2iheAGBsaq7Myn7DaydnNDvh3f1siZn0lbVq0tTGMCXEQb0MoonkS23fsopYcGm61svfjWvWUj2KvyvBOHVL8/LPXQtWNID3TMbQAs5kYzweffirFjp6UjXeNlBKTPpFaRQOlWocONiKhbhzF4/vvv6+sCgQ6gqPqql0SXdxTLayvuIXJ799+JvgA2vfuI11aNJe90dEyaEkHOb/O2vyIBQZtkVDO7uKBIrcs8k2haHGP9hOJPz9xKyqn2zQVy6UA2bPqtHSs31/CfS9Kxy7tZe70xdKiZTOJvj1a3XPuP9ALJMfFwofnCIVQ1yK/7llNoq+elDbdUm5Usn75PIm7elTaDX1GUoO9XZupYxow4x/5p7g1f5hr0L6JVehTGAuliMVZXxtn4xZOCROH97gHKJIUrEoL9D2jYY6xKx+/oT0HjNXMhB4/mQ09BjjXxwqUlnFuoeLmYc0sULBYpP+VU9TRs/se98LxOL/55hvbfPl+YK9kywhjfTPujPPOjRoBbm7yjGFcn+7W1MYXovgQKVqO4Bj4LRR4/VmIx+DxJx5TysqhszvV+kGqoq5rT4o1Ywsv4OoVa8UrrJjEFbmqjCGI1hraM0BYQnugcIuzPhDfhXA8bdo0JfwpWQ6JmFou33//vfpsSh0YnYUv+w1LyAzSmLZkmnx0zqqc7Hhwh2Ql/l26Uj12uSOpFm8JiHOPUanFtas3kPZNu8o/i/+WYoXKSoUylSW64E6X9uEqXl++RmA86bXDiEuh1k6x2QHW2/X/WD3DJQtXVG6MFQut46iEXyXxdC+tiI5+/40T8RC5o3KMzD3iZTcv8TrinabvEPOFyp0ZqhDAfMftmFQON5ODGDWab3aASd1mWAIZDqWFC0E3QUIbWAAU9mGisZjgFnQElj0YNd+ayx9VwhqrR/gG+PjYLVL6s8Z6ARMLRMjYoJMCpfLStWuqqxmTXwOFBJfk/uLlxPPSeSk58UOJKVFaCjS5XbyuXrAJcBYKFifj77HIkOetj0ni4uTzL78Qr8uXJbRNZ/mj4wC5NH2uSv1yL25deMgIYcHAOsHNGnb0tFy9Oz7WaCiywvlxPrFx0eLlaV3wCkaWkbnTlkrPQVZypT4Wil8QE9XA7amzG9iHJkylJvfV09tXWsQrA/q6Lpq1UgaPSCCsOoM+pu/u7C+916yze539UN4TK5ZryfXjda4h4Dpp4CrW5wGpCWWAlFoNV5UDfvPrSV9LjFtMIh6N0dIw3teZv1u9PcDxfNkfvBfGEI/AOJ4ca1U4239mguu2asNGsbi5S5SnpzwjRWzj6XtP64La70770qn6dcfjNArRlI6fMWgE8w6MjPVXx2H8fc1YT6o4i/4t5ogGHtAAv2KyaPk8FRJ98MEHVaYOFj3WPSEA1hRCqGBIj/ukXvNq8vFrH0qLlvYVs3QNEO6lHgOsAzqEwz0k1IrRwut8BuUaRYN5RmdYXY3UVTi7fgW9C8q7la31UJKDcdw7jn9d78AZ9Lw1gjncc1An8Q0vJdExkTLzj/ky+J7kPVOD7+kra1evF49rRaRv56Hi7eUtP0z9XMY+/KYEFk2cNZYeTIwfm6wdjB0b3NzkWfdAsfpCsxZ6PShTqIrheKz/ce24Nvh8w25Zx1J0jMiiY552dTIYQ7pjJAoBGTwZXroYDRaXdlLWB5YjhCBHBn92gZLJ5DaT2/rlV1/JxaZtJXDdcunWt59sXr1KWTWOXayqLLG63m95JyweXYKxcET+NAiQhasXyptH31TP3672tvTq0Mv2XouOneR6/SZSUWLF9/RxdRxGYTBy+j+ycs8+CVw0S4q2bCPF2naSWgd3KlYzdQsACgtKgXYXLtj4nwzt2llKwZSPR4lJn4rP0YMS2rqTXBtwtxrELIQ/et2SR6J9pe9f38r58+eVxYJiBFlqQ9BROf9q4rKgnOPGgJLyk3uE+NwqIRdunJDSha1EqqiYSOk4OPkywTpkQewTC5uYFSStuGB/8SwRLm3bu17meNXM7XIl/JyU9q8ibQYkpCumFtoaf+GFF9Tjyu3Wa/dwTEF1nXT1RcfFECuOycRz3LGci7bsUmrL2mxyM4l2s3onBpy0Zltotjr30ih0NDbEWwJc80HxTHnj8XAMXFcsWArR6IwT/k6rFyOjMH/tenk0soB4xcbY5oyz+ZJV0PODY9C/j1Wv46oa69asV2NSP2pAvgXcJ57vXHZCQn1Oq1RI0ojxgCKcEdbMLcJrhQoWlqjoKLFInBofhASXb1xutyb8/PPPah4aOQOMlVbSSiY8NCHZcyKMgFezx4AeUrVGVbv9Zgbw8BmFPuJBhyyZm8xnI/T1IxRiBHPf27OAWj+u3jov3QdZc72czQFnYF4gmSL8Lsk/82crjy8l8zMLxrUV6LVUo08719ew9ECvBxqsC4DrZ7x2eqyCnXO/lmWHwp2uf3gr8ZTjLc1QDgEasm4T6ggmBjEL+o7nFEBGIR5PDO9876ESU7WmRBUpJr+06K6sWGc1nlnUjMoAg+LXQb3UBnSKz41bN2RsmbES7R6tnmvwfuzNUPHftFrGP/qIEiZGHgPALr/ZrqtcGfOyLP36S/lr+IBECxbFnfibAcD2nATIY/Fxca/YWLXFVKoqIX2HyrWB91gTZdl3XJw8GlFAik/+SpE+iWni/kQY4fL0CL1hS/PS+2Fj8XzP/ZYUCCuh3kYw8cjm5VFAafb63JOzKHCLMlC59p7hhdV3LZdT19glttA16T+8hzol9q1/1/j7HI/enB2X8TV9DR+N9JHrEZHqfLlOzoCA1SRJnmtdGU+LK4VpGA8x7jE2Jh2xZO6jvpfOQGgmNjbOThmY9N5bauMYuJ4ohzxnHyhcHEt2KwNauYr28JRoDy8ZH3NVbYyl7FAG9HzVx6Chr7/d564GqrHDI2NFb3qs8FwbC3gYEfQQBVEGsOYJF/A+1vvlq8Hyxv9eV+m9cINe+/M1een4S3a/R0tkRwIhY2X8feNtv50UID76VvKVKT9NkXmz5yWqmJjS91MLZ61+2T/Xy8PNS81nvenryDxlXOqN8clnGdc8Mrb1tXUVzIsIv4vifbO4unas1xl5no5gXRhvKCkPH4nxzfZItJ88OcOeoJ4Z4Py4vZy7cV3Q188IfT3Z2tz1klprnIEwP7I7wz0ECFcIN8SJHaHLFucU74AxlkJOa9my5ZQL9/MJX8qoF16Sd36cLM907agmqhEDZyS4bzcUt6ZuFImwamLfFisg7+09LP8+lJDH7dhvuvaidRK5d5f47t8lBYIvSLHIcHnxhRdUgxSNUit3SOvL5+TeEoVkUMf2dvvhkYUH8B1dzGjWqjXymKWQKuO6v3FlJSBu3Lgubc9YPQqA975xD5USHu7y7LMJsXjcj6SffffddyqEUX7sGyre+lMX675B0aJWV+/6Ofvl0s2TMnAE+d1WQiN/l/SvJOHRN6Xrnc2T9A4wjAjTcB6QEUv7ky1hkZiAq9KhU7tUWym+PgWlVu0aqvQmY+6B6XPl/splxN/iJlHnEywYZ8c1fvx4dY1IxdL35+rVEHWePBrPOTnoc9NpYqSNJYVVm1ZJw5oN5amZT8mEwdZ76Govcn1sCX9flW0bN0i33ondq3icIJylts95ZkDPF8aSK9czs1F6xQ6nnh9H6LGtxw+4HnlJBo+wXm/Gb0CBkhIaeUXNBe0Sx/WKxxEw1qmZAGeK+Kz25nHvOsztIHsesG+S4wg+99qs12x/f/vIt8l+liwvFBsIiNSB0fjkXmuGwQu/ZUwFTn4Lj6IG0iHsjLv4ehWUOu3tUxhXL9wkpQpVFPdSoXaplNaKqQle0fSMDeaGn5+vKjeNl4BeB5lR50bPwVIrE/Mr9Nqq1+vMgnXdrCLeZcKlWYumidaFlKC5L0CvD9QqGD16tNNqtWn2ELDY4yJzxtDHCsY7kJFpUxkFPAFwHrioJUoUl4u3wuXxaD+JjQiXZUesrhgjZt/ZW21V3WJsVSuv+RRU2103PaXnkr/kh4/eV5/9cdwHiRbl695+EtGklVwb+qC4Xw6Ws9XqyGuvv66sc6v2Z1GDi/2PiUsgC+n9GPe3dOlSGfv3P2p7PNZf3OMsMto7RlauXCFPPPG4ciX227NJve6mU2Vi/eW3HbtViIIQD5wJ9omrE2UAzBrWV50j10RvGqGeZ20LoMUSZ/ubxxjf60l6hyBRcm76+FlYb3hYy8CGhyVkPbgK5bJ0i1PkKu4hFkgxd4vcddNLIs/5KO+B3nw8E8c0Sdkk9mu8nvo8Hc85OehzQxFIThkARy8eVb/3+8jf1WNqBLbj8fDd0Gshaow5guPICcqAcb7kBGUAvB1h741LCnps8xjtc00JO60MAJ4z3vVc0GOyTp06Kp0YDgNGEOMSojDzS7vMuTfPFEmZHMvnUAL0ltJn6VOC542QhNG76R4VKdV6pK7FbXKgZa5u/26d13FqjjG/Vy1db7ducH1ueJxT80TPET0+na0vaQHfh/9BW3gMPIihrAvpBamyeAN/+eUXtXl7W3kXb4VftK39xsrFwbfsXfKZAcZdqOc5uRLsutFihF53jOsDMhvZ7WovDpc8BLr6IBqIkd0L0Fp5j4GaFlBasWHDzM+VJQ7bu08fcXdzU+Sdj8aNk0YNGth9ZvNuq1b/etBZ2VXUvlMgAnfE7ElS+tJZeX7afPl30ULp0tM+nnf2/Hnb84k//iTzt++S5x+4V2ZOmSIBgQES172/XPJOqFL2Xg1rfnPzhgnHAVkJIhJtlIcdviBBcW6yrU5pORh0RAp6eymiERsuY4T8m2+9Ja+eCJYprRNy/MvFK270x4blzL6wdgcPHuxyN7Hz585LmbKu1ZNgwAGtMO7etUfOHwyViOgw6T/Ceb0GVyxzjcNxbvJCZAF1D3bULi3HN4dI8E1rFcfmneu7fJxpQVKKcFbg3NmzUja+CpmJjIMe2zzuXns81eO00TxrBk+0f2H5ySdCZdkwRlD8MxMYFSgkKCPMf6qaXjh/XmrVrq3CGhAV09tzQc9lOxgkRGbOtZSAqMLipYYDYVW8M6ktKc014xrSvZJUT120h1DHl19+KY9cuCUX/O09EElxjnIDkNnIE86bzJYMyTIgdkYc1bEnOCV2ITk5Y6YmhTdnWVnebw+yxvmIkeIG1UjJEksruOGfjBunLgxVBB1ZxxzXd3S7slhktFuUOKuTdapsVaUQgEtnTss3H70vf85bKAWKFpPm9evJWYu7/PLhe8pCn+pTRAq6u8uLhSuK26gXpO7X78vwm5eVG/vnL60NPNZ6xcmn/mXEOAWZ0MTxsALGlSolG4JDpFyZ2+Tz/z4Tj40eiglPIQpiQxDLHh09WnkLyg1OXJ4URjSaMCkolObVNQRcQWomvqPAvHnCQ/wLBEi4W+qaEGnoqnUMZLJXguPcxc2/jLxwk4X8Ntlm2Sn9DdZbZiK7lAFgKgOZAz22edzmvVP6D0vdWLrPEiafFMJ9bpHfY7wkLCTEVh0uM8EajFJPqVqsZOZJ+w4dVLgW4iPCEaXE1RSznDbeUwLrKnwC1gW4FZTSRzkwtop/Ycqv0qdqJSWzaP9OyBRSMN4A1kEMLjK9yBjBs0EVSvZLSHns2LEybMyTMqFgYatrIF4RYt1xTJ3NLcCAR6YwVlxRCFzyEJBOiKA2ao+Q5Si0Q0zLWX6vI/YHBcmD+0/KycLF1IVG45q8cLHULWpVMm5dCZZwcVe9Eah5oGMejjWtbTXZp8+VIwWs7uIpdStJ3aR66CYD9gHYjzqu5GAReWjG19Jt6L1Srnx5qVmjurz/8AiZveughLa/Qwp7uov/to1ys1VH2fLeG7Jo6VJ57a235fzr48Ti4yfzC8fKk088LoPq1xT30BCxBBaX57/7WV4f/YDc++zLcuz4cdsNRAgyaAFxs117d8mn4z6V8FvhKj2rXbt2tqqI/E0KJS7ypEBKU3otB+6JvvYpYf4fKyWggreUL19WqlQ1pM+kEix0nL/6/WPHpUY69mXCREaBtayz5u9YRN45skXxC2B0ZxfwHuA5/OCDD1RGhGP1wtwIveYYC+voNYgCPTpVddSoUUoZeuWLr+TmyWNSoWxZKVqsmOw+cZKKZ4oMj/BnLUFhIuNK75/y8lrZ+vzzz1Wl2Pbd7pD9J07Kqb17VFjyi2zowJiRQDGioCAh5AzxECCgdD4tgLCF6xk3lSvKAOh0JkykcHFb4whwJjJaisXfkOunjst9Tz5j+z0dmuC5BrqLHhCNCnjI8vj9dT59U57bv0Be7J983rojdKc9x5QTZ2BgHH/4JTleuKCcD9qrFILqQ+6TkEq7pNDqJdLtgYfl91oNpMyPX8jmft2l5x13yKvvvS8eV4IlplwlpYlGx8RKsfqNxdPDw3auRUIuy7y3XpAadz2S0JPA0DAKvPvJu+Lv7q9SR7RnQ3eHo+BKcsoAyIjWrWiYrioEfe7pJP/MWCDtUpFu6AxaGQCmMmAip+DvvQfFEljBtpat3X9Q3EMS1qnsAAKNGhWk+z766KOKe+O4juQ2sOaQLaVrMLA28reuFUFNGQo54SXAyh82YIC8W/5ROVMoweXvFhUpbXaulRr+/vLxmNF2KeDUptGNosC9996r0lQJS7DOIoMgc+paILkVyG7tdc0QDwEXnUpixKP5OJowsX9KJCZV8KP/D/3ln5HWVI3Os5bI/iLWC18uNES6Lv1LPv7aWokLnI5Pi6hQsaJycRvzYI2MUtz95GKDHfv2S89LUWp/ts/GRMmKQYmrdCUHx2MzIizQqgSNKBYgs48ek9Eli4hn0RLSzc96yRaduSxN/b1k5Bdfi/uJI/LhG29I5M1Qa+navnfK5YP7Mc/l6v1jpNG2NRI5f5YdIearV16QSEIQN28oXgLnDntZewfQ+gc/O1huHbylmiSh6WlAbMJNSSGorCivyeTRx2XCRH5H6ZU7betF980rZPOmjYrTk51t4DUgedNhkTh5RhgD2QVHLpGWAVj8Sa1Ft8+1VkU8WygxIa9r8Cm7gmR6XYMjpxEeHq7qPiBE8ToQoiWk/cxz1pLUoFKFxJUNczIw3OFcuBIydomRoUmFKAM//fSTLFu6ROrFhiapDHw3+ztp5JNAclMC12KRB66ckm39OkmNytYGPjN+maIel07/S6a9MEY9HzhwoBL6eiNMoVmSWhkAG06cUvtkf2wPukfKfmd9rVNA87hIu2Mzbi+WLqa2sl6e6u/iNy6LZ9AeWXbLTW2jWjaWJvXryQP9+kpY5Rry/c8/K62c4k2Rs/6UtvXqiN/e7eJ18Zz0Cr+iCg8ZNbUnP/xEnv/pT9vfnDsDnQFJPIsc6Bt7byit1agM6EZNuLeyagEylQETJhKg14uuQbtk62ZrhdacoAzodQRjwrExWm6DI8FRy4Dk1iK9dnN/DF9UfzsqA4B9aRkD8KzAOUCR4n5SlAnPwU9//iR9/u0jk1dNVvItNwHugFHpyRCFgIpr5LP/MvknaVu6iPQca59VYOwZXq98PXnn3ndsfxcND5UZARb5aEg/+fzZMRJ69pT6fKX4/uQPP/+StH/aeQVE4uUMcMfSmG7eBeT9AlGKMcrmXqCA+g0jEL7fLVsjPy5anuh1vXFM/h7u8nzHhLx8228YNvYT4Ocr4d5+EhN6XRrcTEhxalyutLh17i5ngw6rfH/YvncOHiwXV/9rJbVMeF9OBR2W8gULqFavGuxTKQgFrJkHpC7hQSDlEFcVXgHigjRMcgTxM0gyrqaTaLB/V3NSTZgw4RysG/dM+VOWT/1Dhg0bpnqF5BTokuVLlixJ9fqQk8C6TxlmiOe6z0hq7g9nrs9+rJP13fg7+rccKwEidyAktm7UWr6t9628fe/bSr7lVYXAJQ6BKuO5c6e6If07tpdn3/0gkStq1g/fyuhXra1L2zazL/G6p3tr2+fjzp0UMueNnwfN44vwOGLu5XApuXul9OzYUX5b8Jvc29taGKS6JVoKe1jEUrKk0u5Gd26f6Jjm/7dNvGrUlxKnDiXapwb7fqV8TfXaQ1ZKQgIMCr935WpyMjZOvNzd5f5qpe1+q93tTWR340ZyvHk95ZpBOyeTAZf++s2bxfvECVl38KiU8fVSbsXWXa1d3bwrW3/32SlTFYFO94GABIiHQLdCdgb2zUDdsWOHUkD0cyqp6Wpj7IciPaRcknHAcemqbSgmeCBMmDCRNlQ/cUgOWSzy0EMP5RjvgAYCDsI3BeVyQlXLtAI3fVpJ0eqOWCxy55VT8v7KU/KFQ18NZ7+1adMmpUR17NhRGZr9+/dXzafoSqnlmqN8y+nQSlWGKQSQCOnENXnyZLVz3THQ2IkL4W7sJPjX+i1yV5tm6jPGm1nvnpGyd/qvdspAUvhp4TJxq15XAvz85Omfn5bNbpvlXrlX/Q5aDzeOBiPGAc97+rhi3dzFEn5LLpaoYHuP4/KqmtBfPLh8TeUmsTjks/Lb7tWtrim0zPLnj8nZMlXVc2eDk9fIiOBYYP8jpMnCqFC1mviWKicbFsyVGP/C0rBqSTm6dqXU7XSH2rGbu7v8tGy1RB89oNKFdJ0AXQM/KaCc4dqCS0BhDRiy8DqIe5GSiFKAVkiura7zABGR91EE8EKYCoEJE6kHijUl0RctWqRY6zlNGQD0W8Adbqxel1uRZh6ExSIT5LoMdaIIOJNhs+J7h2jPAG2xdYVKvC65ERs2bFDFppAJGaoQkKqhXSq/fz5Owg7uluf/tK/vPGPtRrFUsjLRvarVkumnLsvD9QrZuauP79wmje9/TJatWSfd2ievaY3o0l7mBZ2Sdi1bSPPbGqvXZi2fJXIjoQ84N4r9otEBLHCtIPB9IzgejsspDJ41jq2sr7dciJ/nPJwuXl7cDbmpzsBxwIil9KcecBFR0VJn0F0SfeGMCgO8/c47SpD/8e9q3YJA3C2xKnQAWSYlRUCD4iRo/3Rig4xIaihKAKQYmllowPPAS8CxoaRQiINubVQ9M2HCROqBkIVohiJOw7ecCLqbkluPlwAFJrcKtHTBzU1eiPGToU7ewuMN8D5o2dG7d2/lZUWu6Pd1LxpqP+RGZQCFFa8xMtwVuDRKECLGilCP/e9dWTx3jp01bYWbiu2jmZU+EyQe7mh2CaljWPSl6t8mBQsVkhvefobvWfFwr4RqYbrYEVX3Zs3aYxPy7GPwoMG2PuPcPB0n041p+C6f//3fNUop0C70CpfPyOniFcTNGIuyWKTM2fhjrVlO7YP9BW1cI7XbWM85Ni5WzpevqV7ns/pzjo1AeJ9UFcolE99X6Zply2NSSJ1Od8h/H78nk+fMlzeffEwpFqrocHw5Y9KFdE6sK4AHQCVChDyphwD+AscEE/e33x6UcuXuVW4wegPgUTEWpsDNqcHnUaRYQGi/DG/DmI5jwoSJBJDTzTzJqcoAINxICVsK8LBGjhkzRpVeZj3IL8rBBMs1iVbNghPAuk1TKgxKXU5eo4BhPcf45T0MYYws1vTcBBoaESamYBWeLBQfV+DSyODi6N7fGj36JVQUdK9RV6KPxcfpj1nzRM/GxsojvayalwYucZ1KUjjqlvqehiP3hUFM1SxuirFT2OBug9WjsdyxFnTcaL6nGfmxHh7y68GTUifimvr7jg7tlBt95kWr9c4xEz44Gx6tjnXdf5vlgE+g1PEpILXqNxTfWKtWtSckVHzL498X9Vnb5yKuSdsWCcUedIUw0jwoq4kLv1/lynJnhaLy/e5wdS5nrobIirXrpEIhXzmjYgYEI+tKm7IlFFGQoiKO5aEdgTeAQhsMYLwO1utlkYkTv5S9e7dLeDg7LSCPPhpq64il798TTzwhX3/9tU3BowcFigAhIVxkhBJoZU17aKM7zYQJE9ZGV5B9M7tMcXqB4GcuI/TgNWGgUGmWv4mHU8zMVTdybkXZgn5qnWa91us0aYQoA6zFyJCUqvfNnTtXEUaNhMOcDs6N0DP8B+oncA7GVP4MUQiSczmUOHVY+nRP3AXRCNzaAGGNUC7s2LHKoSUtpBgGNHB205y9pr0IxPDBqO6dZe7yFXK4Yi0pHk8sxCVfbPMW9TzixgLxO+UmfeI9E0FFy6kLcriAr1z9/F1xi7OIRcUJRCoGWn+vV48u8svR89bP+RaUoAVL5P6e1u9rIcv1evfdd2XUo48qSwKC4fN3DZEhrZqqCmIlq1WX6s3bSNGrn1i9KqF9pHHXLlKhop/qwIi7b/acV2XonZ/I9BkvqEeN8W+8KtOXrVCaHxbKvHnzpFKlGOl2R7hMm7pNCha0SHi4h3TuEi7VqnnZNEM9oOOKl1aFNrAepixYoqpXoRAg/GmIRFETrj0pSy1btlSDi3xm3WiIipV4JUyYyI9g7YKglVsK1eANoIgPqXN0T8UVTvleMiPogufY8TUvAI/2L4uWidSsb7dOg9rFEuQOsoA1EDzYu7utmVNcnEXc3d0kKmqKVKhg5VupxnQ5kCviCBQ+SgMQ6mAtB8huVxUalxQCLFFHD4ERfbrY187eEu8FaNaype01rGYd10BIXaxcNyEcbxGpfJm8USv5T8PYNjglbN25U5o2tvIMoiwW9Te4EFhKPN1ELkZbFY4FC5vbkgeKFg2Rrl3G2/ahjsci0reYj8iEn+SXJx+S+yf8pN4rUdJa4+CHRcslzsvgWqpZX37cfkDcgs/LyJ4JngxcTKVr15N/NmyWyxVryaim9VS1wuZD75GNf/0qNy5elHYVTkjR4nskPGItZyD33XdY/vdGCWWFdOr4gmzfvl49Gq/p9X3bleKhK0QuXPi2lCnTTKpVXyGDh4TJLz/7y9333JSGjaLl8pXD0rGDQxfKWg1k1omLIicuimfN+hJTqrwsWdJP1U4w1kBXqYmenvLr5Mly4sQJ5fHAK0EnQchKEBJJbSpfvrykBng38PzkdevERN6EZmsTchs3blyuCK0Zq8mizLPhveQcdMM65jOVQXOD0EsJrMesbTYQmY3/OyguTsqHXrb/nMUqP86feUT8/OKkYYMlsnvPHWKRG+Lrt0POny+iqhcaPdU5EchowgSEC/Dy6jpBvO5qyqZLCgHWozGDICWs/vw9qdhzoJ1CoMtP4sb4beESiXV3twlmBPE1J+0lf/rsY/X48NjkS/OCU5cuy4EFi9XzmJoJ3QO94sMRPnEx8vfM/0lgYEI1wvDw5+z2EXjcSsYrUdN64zkHrQhoGIU+mLV0uVyrXEceapoQT/wt/jja3fewTHv5Ganaqp1I03rqvG/rPVC8ff1k15zpEti6onToSDGMkPhjs5Iln3tupBT0LyBt2x6Q+fPbyZ13Pi/HD+6T04tmSWRsnHjGeyLQWnfutMgDD66RX38uKAcOeEvzFpGyZrWP1K8fLXcO+d32OTgCcBouBpSSpRM+ldDLl8S/eAmpcnsLGfHai7bBgwcH9xI8jIBixSUy7KbyWGiXE4sI3d1grkJshL9ANgWehpTYwAxM3JcAMiThitR2KzNhIjtBHB6ODY3dKKObGxQCZ9Cl6FkTKHJGZUNewwvIekFIgUZKuW1+svZ6GdZ/RyB3TgZY13SjzXw6aroU8gtRsgJZhTKAYAoICJHnn39fVZ+lHoyWYzkRpEei6EF2NTbb0ll5GaYQUKUwpcIGe/fslsVfWAW4W7GSMvSBh5P8bIcGdeXfeIcDN6Crb5xUvKOrfPrwPbbP9HjmJQmvHaOe7zuwV9adWiGjuz+V5D4H3dFVpgSdlaizpwRdiEfgXa6iRJ87JVKjgXTwoalFApmuYsXKifZhRHLnYPzOqdOn7V67VdDqlgosU07aDh4uS74cJz6e4XJXkxbq9e4DesmbQSgf/lKzxr/qtRMn9kjlyg/J22+HyvLly+T06dMy6duzUqLYDlmw4F4pUqSYtG0ZK2uXhkjBgtbbhjZfvXq0TJlcyBZxqXd7Cdn83w0Ju+kmMxaOkLpVXpdaNaorDwAoVb2mUgbAzcvBsmfJfHnuykIZOPBN2bVrvRQufEm8CwRIxQqt5d/Vq6X3E8/JH6s32BQhBtYjj1j7LmBdoCy89dZb6ljgIBC2MfYgMAKlA3fl/fffL1OmTFHNRUiXzAtWiYn8AxRf4s/a65kbAWt+69attr8hztE9EO8tAoRS9RQ2Ir0SwnNugdEYTA3iTm+X62Lo1WIR8fb6QipXbiAVKlRS3LcHH+wlM2asUUpTTgPGFmF5jCzHzpu60nCGKQQIAZjoyWHnujVSumkr9XzEY08k+9mKFSpIzNFFhr+t7Ufdbl63eQzY3xOPvab+nnR8nDzaPWUSj++RffJgzztk6qKl6hHo5zxWjH8to8H5GDG6o/U68Jufjn1KRp04Iit+nyQB4Rfl0eFWC7l4AS+pXbuOTSnZvn2GtG/fVz1v0KCB0tIJHfz5zCNS7bFDsnJlhPyzAO3dTerUTfi9u+4Jk3feLSRxMZHi4eUl0//ylAJ+BeWPmSWk95sfy38WkXqenqpl8u9/z5SyXXpJwcCi4u7hLtFR0XJh7lRxc/tHPD2fksaNfWXdOh+pW7eMrN60SVrf84B4FSkmI7s6b1IED4FOY3gNWFzgJtx3332q2Ujnzs45JZAXsbCowEimCHyP3LywmshfIIUXqxpFNjf3CXAEQg7OkAYhBHrWkJ1A9lJKROfcCIxRv6PW8s6DB1u9uho3Q4m/H5QrV/bKtm2iDKphwzap+49bPqeB9RRvDhwvRyC7M9RDoPvSJ4eUlABHxLrvkU4x/eRc8DmRajT6sVbQUyhUREJOnVBPJy39UjpV6SfHThyTqvE9EJLC8HiBrx+Tei0rMHNW13iX1B3Sue0+2br1Nvnzm2lSvXgtFYtCozMyPwcMsHIFANciKsQa5+r91qdy9nwf6dM3XDp3iRB/f4vcuFHQ9tkC3iIBhS1y5bJIo579ZPvcmer1EwfD5PLJ41KsYhU5fuKEbLsVK40etr9HBAl823WWDtXukdNn+knPXuHSvkOEXCo6RkoeOCD7VyyTDb/8IMdnNZKHH37Y1tzDGXGJxYQNHgKER8JMECqNgAAJj4ISzUaS6qFDh9RgdrWbogkT2QUIZvQWgbGfl4GCgOfvjTfeUHOfxjjwhZjjOdWj992a/8S7THmXFIE2brdkvfglKRcGxK/H/66oph7nzvtXeveJlZ+nLFacDGfl5LMLEAhpK/Dmm286DfE4ditODu4Z3T7RVfgdLC67j+2U09etgv/JDz+Voi07qq18q3bqb/XbllJSq0ZtWWr5W3IVLG0lIOC4zJ03QYoXPyktujZVljMbJTFRCLimEPUc642ra1Grvtpq16mjBjBzkAyCayH3ioeHNfWSfZNEcO1qjPgWChBP7wLS//X3bPuJi41Tk3dllJd4l6ng0J2B+g0iRdwtUrNmPblR6C7x8BRxKz9cbkTFyMmd22TAG+/Lo8+/IJ4F/eWpp59WnIGUgGUBAZHPYv0TVoDl/Oyzz6pzhzugiVm0c8Y7QEYGC05KSqcJE9kNlGKIsfkBKPrMTThC1DL53//+p+ZsTkVSa5xX0F67595H9kqtGjXUY0q4FnKv2ljPAwM6KAuclOycBOQJXK6kSPjIGVcVApfaH+O6hhlOnCmpDodpwcTt4+TxJolDAdu3bJEm8dbljt3bZfP5dRJTIsL22QsXL0jpUvbd/3IaZvzdT4oWtbqjuMLFSsyQI4ffkiNBEbJ6tbsSilxPULSgn7z90ceqsxagtgC1A7BCLlw4L/v2W13qMe7FpVGduXLxwgkpVbqyejx16kk5cfKGHD5eSSp1fUm6lCshs3bskeiISKnZ0dozwQiPOKvQjXW3DpDo61fFEnpdvMtXEe+o/RLlXVeWfv2ZBG1YI0Pe/VRKVbNa7cGH9smcD9+SrydOlCa33ZbsudPV8Y8//lDERM4D1ivgOecNEeu9995TFbT0gGbh4W8UCT6XV8D9A6VLl3H+/sWL8s++IOlfr4aUdkJQ+26FtQCXRlKfM5E1oFYIayCx9ZxqKWcWmM+4puEX5ETs2L3H9nxLpIhnQFG5LeKq3NawgXqP10Y1SxvHQIPzh8HPmpVTQLo4aaXOUmExPPH2IMNdIcC6pBBANCFtgQY8GZku5mpupz5E/dlJxz6RR6smuNg1/lm+Qvp3Tb4eQlbh33+tribA0XftclS9xvMWzXeq4iCligRKI69oOREaKbuuhiqXubeHh+w7aC3uBHGpTJko6dRlo9z0HyAhgc9alYvThyXGw1MK3rgq3fv1l39XVJcunY/YVW7kWlyLihYLJBuLiP9Na2XJItc+V4+nK6xW+3qwRln5+cg5u2P/7elRcuPSRRk5+S+VEaE/d+c9I6Rc5Sry5QcJXojkQJU0mNgUQgoJCZHNmzdLzZo1FfHQWBWM3Fm8CigOvI47rlv/gTKwe0LlyszCokU/qseePa1EyYzGsuXV1WNM9Mu23+DeaFypUFPc3N3EEmeRh2rZuzv53NVKCaW2uQ8eQXvl/t4JbcBNZC3gvVAhlDK3FBHLT0rB3r17lUKEUMzp5z1n2b9ytVJteahmQsnhjKglcObMGZV9gackp4Q4X3jhBWVEQtR2rJ5LHwaqVtLgzhXOi0shA3ZEuoVjf+r0wtWbw+eMn40LS6zDhIRckysVa6nH1OD7pSvtvsNzhJf1eYjteVJI6vf8/X+wbYX8f1CveXh8Ip4en6ibRlEQ8S4g6y7ekDgPd+nds6dEhYVJYQ+Rrq1bqqqLXbp0ldWrT8jypYXl2J7TEhkWpq7D1Yq1JCBol/gHn1EhB0/38XbXiMdSgQHyQO8eUvvaeYkJuyl+F35Qm5tYJDLCXypcOK6caj/RGlr3CY3f7hn/rTw06Vfx9vFTf8eG3VSWfWGfAuJnSboEJq4p3Gnnzp2zuRxZOCnMROyRGBehAcdBy+donPXIIyOlSqt2SnGYOne+8pjwPKn7kNK9SQl839e3qHh5f2j7DVfuubP9OPsef7u7U+TEIt4FPpRp00eq8cL905u6Z1x3J3PhUrFytnuCMlDn+nlTGchmEOKi8AvFuki9zU8gewiCWnrnXVaA9Y91y4iMUGLKly+vKhfSDyanAI4H/XN06X4jkNn0znGVAOtyUWtCBhmtEKQVI2s/m+i12Rv+E6lRXz0+lAoLyiM6WmZduC4PF7GShHhe/nR36X7HQdm8xerC53lSMH538ao10qOjtaFSixaJPRWRUdbUP2/vQcp67tmzp9K2t23bJgcOHZJCRYvK1kOHVP1smqccv3pdKjVtKcuXrxLfzVck9pdRclvfgXJb30FyM7CkzF66RAr9t12q1Kot5SscUftB+OIemj9vnjRp2EBaNWsqTaOj5XLpRcrD89/mh+TxMZvlt6PnlUJwf7eO8tvxS2IJ2ifuNa21FNw9PMQ3IEAJIV5/4I5OMnXqVKWFQgrEXdq+fXtV+UwDgf7DDz+oRYNwAAsn7ZzRXiG8tClRWDqMTJp4umnnbvHq0EO6dPGUht16SkxMrBz9b71iOTdpUkZq1T4mdWq/JL163Sf/LrZmqHiePioxFayemC49rJkqqcGyZW9JQOASYa7wvNR1q8Z/2aOADH5opMv72f33H7bnxnNk/HjGz0P6VhQqfpcaL+7Oask78dM9UL+q/Lo0YeFp1TtribEmnIMmZMSS//zzT5Uxk5eyDZIDxcpIX8sNhEq97mVWLYpdu3ZJTgEZXqy3zjIJkNnIblfhmZpJQG58TgAMdc1S10z9WHcPYVoO79TO6XeoMAjIp6elpf7ew73vkCmHz9ne96xWRzw9o2Xa9IekePHoRD0W+K4R7h5etu96VKuT7HGzX+P+IHpQQpRNA4ufqliUGA0+d06uX7okgaXLStjVy9RGlp3z50iFeg1k0riEcsaee/bLD1OnJ/o9GMJY7S+99JJhAPvLXcOvStWrZ+VoQClV0rJK8Ek55uYmsZERUu26tcES72mtms9ADsSyp5MiJZOplU3OK3ErBuKMGTMUK7l79+6KHEitAlyMFDyhyEnB1s3l/Ldfi5e3lwx+eHSiYy3g5amuJW69Zv5ecrxEdXUdSGvcvv2obN/uK82afSK3zoRJaY/4ogtuIu4O3gZXwX3s0+dD2bq1q9wKf1mGDv1S1v00Ub1nibHWv3AVtMmODdpv268eW9zv6OgEzs25cpXEw8MriY6ZiV/kujM+TeQ8ELMla4YCRbpbXl4HufgYHLmlWFFm9R8oUKCAzQuaE8DanJSShsxGdme4QgB3QJPDsht/rJkiMZWtTPXHamtSotVl/teq9XZdE8GqDRvFs3pdJWx4fqRQCXmkgTW2G/9V9b6CxSK3fNpKseKrbUv02rULpF273ur5n0ftB4KHj5/tu3r/HVtbPQv6uxqXg50rK0ZwY4lRsWngrid2dezYMTUhuQ/kXJQvVVJKlygut2LiJCIqSpFGmAQIbKx3JjD5s8SPAKWGEeJUI2RrHs/279Smte15wYJWi1v/LVWs5E1ih2waZA5QxpgULGqCc+66RSiKDs1f8A5QJIPqhJ988olUrVBeJn5vDZ84gmOYEnROYo8cFLcAP/GLWCe7d/vLHXe0lSlTjktUlEW2bCkgPWpeF7fC1qZL3J92nVLPGVm3aqVEK+axSKeRT0pYmHUfF2PdpLQHtrzF6XfaduyU6LnEH0NYc2vRqUV//iaDH7EqPCh/7dputtvPn2usJag1PKvHK5EpMnlM5CQw5qm6ilKQHxSC4OBgVYQMQyC/Y/HixSoUmlPAWs99ccaRQFakhvfnskJAQRma4OQEuFs8xM1DpOLZuiIUH1SWfxeZvP9kImUAHAssi1vB+rxEJXF3MPstvKe1yZgYuVz8A6l4xur655MREQlFmbBibZ91XMdjYiQ80ip8NW7duiKeXm8r4TB4cHxHyGQw86fvpf/9D9m1KIV1X6tWLbXpgkC6yhhVxXQPAhSG77//3tZ8aOzYsUpBoKjIxIkTlbvfCCOb35HZnxLTH+If4Q7iVhAHCRUYq2ER/8dDgWIAbwBPAhNp+PDh8uuvvyrlxbENKy2zu3XrIL8duyjlTj4g5GBEx3D9E7ouBvsGSkythBzgyQutDbAe6uW6JR0RHi7e8RMHQqM+18GjxsjyRQtlcM9eTr8zc7JVmSkRFyliUAiM10srA8AS926i68g41ZiycInd+OFcUEYe7GWSBnMDyEdHccdCY07mVeC1fPLJJ1V4JKmCY/kJNWrUyDHhc70W45ncsWNHosZzkAopK+8qXPb9wFQ8evSo5AQMbDlUhhZ/RHp1TGjaAQaUcV6Nidf1Fn38sNP3eZ2N51EnghJIdiLSrdvddp9l0TZuap8Wi3qvZ6cOdvuOif1c7Qfxs2RpM5k5y6HZkANKSZSs/Olb2bxpo0vXggJAtPTEWmfCGosdcc9QIqjD7agMZATQRsk+oWEVi6IjCB+QRoh7TY8dSEmfvfGaOkdHFCnkL1P2HFGXventG8Xb6yOpUT1GXno5VsY8biUzTvrxRzkYEio3SlVUm1uNeiLVE/pIbNq6TT1u3rwqyePu2rOX1B90t1gq1050HLyX1Hc6DRgsxStWUd91BcZx4wwVC/knjCPVBruees1E7gAescaNGysvQV4FBgct07Eydfnz/I527dqp3jDJNfzLSmD00UWXFteOYN2tVi0h4y3DPASki8FkzAltIIsWca6NF02ivKbxdZ/oSIlz8BDw/ug7Etx+PF+23E2io14SL++PE322yNbtElLZ6urleuh96t8xXiM3GSNxlo/FzY2Ff4wMG2pPVnPM+gwtVlYKXzkvkfu2i7RMCD04fkfvn+cMCIqHsBlBup+roK8Aljzu/s8++0x1a3QFEBkhFOq+BI6gYAYbQDGY9fV4qVuxvHh5JtZFDxQqZR2QFov8++/HUqTY30qTKlL0hnDL+732tWz4fbJYFIXAOAYttuu4v3BpaWGxyI3Qh2XGjCEyZIjzfHEsOveTh8THyXHM+mWyehx0v7Xvhd73qnlzpERMuKw8c1L9zX71Z9KCiNDrUjx0l9LKL1VvJMVOHhR7XrSJnA4W4gkTJiiScF4kF0IQZq5QxtjRo5df0bJlS8WTwnNC6DWneC327Emow6DXLWQ2sttVuHyHq1evrgrO4CpxbJ6AWwIGKukYOR3dmjR06XP1662WMmXKyfnziS3G4JiEC4dQiPD1l77kC8Zj7rxW0r+fNVbcq9dItY/160fLkCGJmeuzfpwk/nEJbFiEg8XDXar3GpTksf2weY+08LMKsv9uxcmoFq6dU1LAbQ5HgQnPQCclEtcTXgUWOQiJeCDoseCI/fv3qwUDLwEC33FsGMF7jatVkSvRcdK858BE73c3XMMNbhR1sgria1frSmDRA1IqoLAMfPwZ8a5g3zyJe8A1AV5Fi6vnVd0sUqTYDJk7b7XtXuzetVMaNmpse6zu5BhA8QqVpUbt2gnlar//Sj226jtEPV6dO1OKebpJXNV43kkawDEEnDsm1XoNkqOLZkvBK+el470pN9MykbMAfwAFmqqcZN7kJRCWhIdEQ7LMIujlRhw4cEBxSHJS50MyyBw9AchqQgmp8RC4HDKg2hFxYgSAI5gQMNlh3OZ0lC1TRm0pAWXA+OgYB/Y/uk9pYGz+ETdl5Y7dtvfdZLjMnPWO2vQ+hgxxXu5y8MjHxN/TQwp6uKuN5+C/FdbMBWfwKlpMtvsUUZtnkWLyx8IlklZQdAqXIJYAXc1g9VNlkBKtpC/CUkVJSKpsMR4C4qgoC5COUkJI4eLS/9EnpYwTxUHfGzau162bT6nN+vxJGd25jdrUNTdc/+LH90qRkItS5voFpUTQkEks5Pe7ScGCwbb7cGPLOpnz+69y8rCVy8ExOB4H1/L6lWC71/X90Z/n+EMCSoj7scRzwVUYj4FrEupjhgpyI1Ci8RLAi3GhxluuAfXx4QBBQs5N3Q4zGzdv3lTekoEDB+YojxDH5djRcN++fcqoS013xlTlj1A5z5lbQnsQyDfXjPa8jjt7dJOOXlFqu+lfRFrVSXDL9Ov3jNzW+C4Rca1wydWoWCnXuZfaeB4SHSceodck6PAh22aPhFrdWMf8floB0Q+hTiEkigqhEDCIHnjgAZUZQB0AfsOxUZExAwJt+ZlnnlH9uPE2JIe+dyakWCaHoKD9Ehs3R+rUucN2TTW45sbrX/R0kPidOCBFTgeJV/QJKXPhbhWT11tgwC8y8/tvbNe1dqPGdtd2waQJcjjoiNrKBRa2O0a+xz3hGvA543lwv9IKvs/xsE/3KxclKuSK+i0TuQ+kDUPopYhWXgCpyig5EIONKdH5HXFxcYokDSGazKmcBIw3R8UNWZ3aJkyeqVUIHAsykIqGu5g617iVaYLhrKZyXkTVKlbX9ej4R7v3qtaQqlX/dWk/fR97yva8SvzzudP+kotr470EFovUqFlLvdZv2F3WfLZ48Cww7JpLg5mmLAh+7QmAgPjLL78o8l9SPSqoJUBBIpoSOQMKIBME8iIZB7jT8CShJKQHe/bMlsKBp+Xkqb5So8ZRp9ddP5IIGuCFtm6R0hfuU6852moepW5J3/7Wjpr//Pm7FAtPyBzhu+stVi3aUryiGJPIyDzgultuXpUAB75BlarW7ptz/vlUBsTvOzXgvqvaBxaL9H5kTKq/byJngLHO2sg6SFpwbgckSYqj4SHIbr5YTsKKFSvkxIkTquZKTuNTcFz0NDBi9+7dalymBqnyENB8BmvSCNwm5LfDQu3WrZusWpU0u9uEa5j5/bfiFRIsodGx1i0mTuZ++5UUu3lVPVbcvtK2xVwNlutFSqa4T9xcpA5h0eNKGjlypCq/iWVDRcHkJsH999+fqNywMR0VJisxRjodojgQgsCFlR4MGvSalCllbeWcEoq26CBx1erJxsPHJfRGKbkZWtpug9Dp75/AwO1/9wj1Hdv1jY6V6KvBaqNI0+kzZ+z2r+8FnTgdQQErkdny98yecvq0lWyYGuj9cs8Jz7Bxj9lM5B6gEJPznRfCBpwHIUNTGbAHYaH77rsvRzZfw6tDiWJHDohuIOcqUqXmoP0iTEhFId1t+vTpSguBZQ5wMVG+FoIhIQQTacPgUYlTE2f9MkWoIVhKbomEWa1bFp9RLRunuD+IQaTJkH5IzQK8BRSyoHAQgC2blEWPwgAZkFCAM60YRZDPAPZHsRZKuo4bN041gUkP6tVrLAcODE/xc3Xr11fEp2n/rpZ3OryjGkcZsTy+p7njdw6c3y+Duw21e/23BYvleAk3MeYO9Hw0wYPjiGFDrWP/779fk0OHO0uFCqlLzdX75njW/WjNCinm7Z4nBEt+Ag27EBZffvmlUrxzUnw5tWA9oDyviQQg09goN5/TgBcX5c1YuvjGjRuK75daj1WqPAQIBnJviTVDQoNMyIaVCGj6AXJSnee8gkH3P6g2n4bNJCwmVm2+jVIuOIFHANcfVjtZIJQdRbDDD6DQFB4dGnYkBVIJ8QpRfhi+gSNodKLZtqTgwLRm0pC1kBEYMuR9lz6HixPMnTs30XtwCAIDf7H9HXw5WG2BvkXkmxXj7T47old38d/zn601dWqO0/gbqcXsSV8lalDFa0nh8uXgNP+WiYwHYTOKgtENESIepLzcCqxNipmZSAAl2Olf4Ujcy25QC4HW8XhxjcWx8A6wrqemjwFIdVFqqh5hXXIg5LlTmENDV8wzNr0xkbG4vVlz6fLI42rjeXKgQRJufIS2YwUrLXRSivXj6cHip6MWZYoJPVBcyOhehDNgBCEkPEmUO80qUK4ZpYWJ4NiFruntbdWmMXfLLLWdCD0mBSITCjnhRSHsNXHCl2lSao2/kVqU9LJ6BS64edteK+FpVQ6WLPk10ed37GyT5t8ykTnAMPrtt9+U0URND/g6uc3Tg2VJ7npqY895GaGhocpwospqTvPkQObGW+/I8YLnQL2E1CLVCgGlKymCgIfAkXnORCDFIbVaiYnUAXdkSi5JclDxAgCKDKUmF9UReBQo00oPcEiDuORRNkhZxF1Vt659Pj6kRZRCNNesBJODkEVyHg/wcM/Rhu1R9Rqx+/Hjx6tJ1rVr1yxdEGf+OEkiY60Nm+6407ro8DcK28zvJorvld1qUTJuHu6ueU5MZC1Y/2jzjdGEwURND+q05BZAPEbBx+NhwgpKsxOfT01PgMwEoQvkL/0UUAYojGUM52KI4SlNS4+NVFMlsTipOUC3QcdiFbinzYGUM0D8CIuFGFJGEYQICaAUrFmzRl577TVVKhPXojO+yOuvv64GLBkKuulRZgPiI+GR1AJLjkUc8H2UiqxEn3ut2v3W33+UbVN/Fk83N4mjrfO541LaU8QSXlk2bHSW9nlnlh6nCdeBUomFRio2XUC/++47VeY7p4MCS3DBTIidgM0JRYiQufDAFi1apDL5fv75Z2WcO2LKlCmqdgyyOtMVAqxBtGBcs44DB4HhrKa9iawH9wEL3tihMKMAT4BByRjAS+SMbEgJZDwFWN5ZpRCkFYS/GNMQJ7OjFCmKzLTpj0rJEqfEK9ja2Mgj+muJKiHxf3uIp4d9fQ8KYfMdjQH9v5Q5/zwtw4ZOyvLjN+EchOOeffZZ5bmiHTgLdU4mG2IJ07AMQWMiAfCJEMbZWbYfzyVeJ0I6pPgnZ3ij1JEJkRZiaKpDBpDS4ArQq95ZTnpS+ewmsg4MXtyVFBXKzMUOl1RyKThoqN98843qc5DTGeKPPfmo9H2ni0RL1hfW2rhxqRQvtkziCh6SyEqT1MZz/Xec7wm7YlSqIBWhmWLLbNucf56SYsWWqX2ZyDn4f3v3AWVXWf19/ElC+MMrAlFKABMBKdKkCS5AFEEhCU2KxEVVCAZEUCLSm6JIUVCaiFIEwdBbUCkSaREFMVIkdEQEIkikhZ686/MMZ7iZTJ/b7/5mnTWZmTt3ztx7zrP3s/dv780pFkkTsRNBrWd0mjW4JyrE5kSfFiLpYsJstdHwiqDRmquKr6covJ4EUvtsdV/p+0+klNXqQscd0Te5L20Sg/IiV+niMZWsUPzXEmprnbJ0PSRIrJfpYB3h+b+89r/Th5ZdMN2/SO+mTJaTl19+Ns2aPbhtwOagt9qO95or+f9bi1/5/uddHIMGtTlmr83cO11y6YRcWhrUB8WaWM9dXEUTpQKLQWTB+zDE0j+E0tWGndXw74ADDsiasNJptl3BESCO7g+D+5sfM0yho8fLIajHpg3NjFCSUJ+cvnaj3/3ud9PCCy+cTj21rYyt1jfSt7/97TRx4sTcRlMnrXLOEVfhYAGjaRFK6y+/uPH0tN2CX20/qs1mm+2W1lj9jo5BgD4dH/rw1XP8/7rf9n4GelBZCues1vdjd4goctjthoPOS+7poardjtj74iDq7g1/+tOf8lrb30GD/XIIll122ZwX7jjMyAXVVUe7oLzIdxOYcM6MXpWq0YaYQI5z0LFrVS0ZMWJE7lHh+pBHLedNyumQvlKH29/eB+M32zeLhoqjFiy66GLp9ZkT8tElRTigF8w//4yynVswMIqunQNt510plNRdffXVuadMvZ5jrVlmmWVyR9ZqOwRFW+zeQEgoKqvKqr9VZf1yCHi6QhI33HDDXJ5wvfV4bsbFRYMgO++pU6emK6+8Mof6qOM7lv/VE64LUQtixHKF3jynCYtuAOJFEZJ77rknNSpbbrFPPl6asfxcQQBfW2H5P+TD/zt7THFwGuYd2vl0yqA2UTwbpXrdLNlEiN7VS1ldPbLWWmvldct7Wc3eKkqMexNVNUdGp0zpgoFEefrlEGDTTTedq3OdXWt/hAxB7+HFK+mTlzz99NPz7rs3eaV6QGRJ6MtuXj6sHDlVoi2qaOWVrj9Dm4hqGpnttvt9euXlvdojAnrbDB782TRy5NL58H1HqYjAY/xM/rlcZTKt1n9G8B4EhWYd1BvuF+uJoUz9qVlvJZZYYonsFPRmxHu5UJFC2yE12hOaqokmiMKyzf2l39t5oWqdm2gJik51xR8QVI5ivDCRSWmrykaBM6Ctq1HJPOCOcwf6A82EPJudjsZJtSgdLDdf/OJ30h9ufq+EcLbdwlZzP+i9lPTLL7c1Ytrmi22zKR5+eExaYYVVqneyQbf0Z+pcpbCT1IXTOTE0ooy6K3LWg+4RQalmpUgRjeis10BH6MikCUSM+ysoHJBDoKczFbtFWJ98EBQSFgaVgxHVOrjj7OtGgbG2K9FdS4SJN1uONJM0luhDb8U39cqkSy9p//8CQwrF96C0wiZzG/j/zdglf9xuu6Pn+Ho4A/UF4ytyVUsYMi3I6Yx0t7PbFVk0gCycgd7xwAMP5LB8tdB+mDPQm7XeZlwkik0uHXLUVwa0Elt8tUgsHALCtnotLWsWCFuKYVKNjF7v++yzT56QaD5Co6Q9Ks2wl0vnP7SVjXbWD5/gaIMN9mr/P/oSGXluetvPlDJ88caPrNQbnHf3rPLbWiD/bPIo9TnjIs0oWlHPFQ/1Gpl9+OGHcxv4al03Ntu9rRbQTdF1ZubMQJhnoA1dDjzwwBwCpmr3sZ47cTUDNAPXXnttl+OIGwVqfpUHHIL99tsvCw6jh0VKzw1pa+w1/N3uHetHJl0+19emLvp+R8hRW3+x25+/+rUL5vh83mkLpQ/Nu0ja+vPb9vGdDLqDyHXppZfOnTurjeobEQBRuEJ8G/SPGTNmZNF8pauQ6J+UaXMGlFT31sCLDkgbsMkDYdDsAY7j0rBBZzzdCw3G8AdoRBNUBo6A11wu3tz1RkdESWtXYTEDO4I27jj79PaXwi26ynY75f9PvuSi/HHxHnzB6e+ktO34fbr8/pS77pjj8/XX2SD9/MkT06zH5kl7b7J/vA1lgniWIdEro5oYw3zwwQfneyoEgwPnoYceSnvttVeaPHlyqgSqCcy9UAJKA0Cf15fWwx6vMZ1I0ECYpxyh33POOSd7TgQNjZrbbhQ4X5AL3GabbRre65dmMliIZyv11AyCwHIjvHvvZRfm/y/+3kjkjrSNTh7a6zubA9CRwdP+Xy47+t0ff9v+tdEbDVz02cr87W9/m2s0bbX63ruvwhko77yTSqE/iy6zpsj2p4eM1BBbPFDK4hBIGzBO4QxUntJa5kabtd5dSc/HP/7xvHiOHj261qdTF3R8Z4cMbnMEunzH5YTfnZW2/9re/f6de45qiyhMnjL3nJKgf0NxjKqtdoWBviSEgnaaRN6hzymPk7XQQgulSiG6rnS6P84AbYOfL0dJ5ICbBvgDOAO//OUvB3wyQc/o81BMI6t2K81KYmBHb+ptm53b/zg5H6WNhqa/2zbMqKdj+ODylPx+bv1N2o+g/8jr2iRVeyQ841Vszi68tXydQVuZF154oWI6EGWgwv177rlnv37ewCM2uBz6hrJ0EVJSI+ShxjWoPJSuFPpSNc3S98E0L2VRhKmtzKxHH8jHu7Nnp9cWH9kWBRoyT/68Kzzm9SWXSTHOqL5QVluLYUFayq+99trpF78/I7uKRe+SoP8sssgieQNW7qis5zv55JOz7o74tD+pDBvEcpW1lsUhkKcSKehsAmJQGXiEvFY1/c0AoaTGGvJorcyq2+7Yfgz695Pp+XdTWnz2W2n20h9P/3lndursHz4/ekz+maA+kCr47W9/2+9d30AqC4SQnx35aJr18dfy8fN/NMcaUev1aebMmTk0Xy5s5s4888y8Cdpxx/7du2wu22vUfN04BMLYeusbcRtjV6uD7nycASWId955Z2oWL7yavcLrEd0ni+Pd4R9J24z/Rnp10aXSkCenpS9+bZ+UkwezU3p1kaXS7DQoH75f/GxQH5jzYia9MuFqofunaafEhAssOX97Z+shH4yeA+XQbq266qpla4suRbD77run66+/Pv30pz/tl86DrWVzda0t18iAsg0eMBzDYj5p0qRyPWXQA1pGK/M8//zzm6bWd9iwYbU+jbph1Nbb5I9LLr1MFg3ecNapeYH/7zuz8/eWG912FI8L6utaJpatZr8DvTzOOOOM7Igs/+ya7w+70qPivqn5471/n5qPoH+bsP+VYcOi4yFngNhUz4HetCbuDLbW2Pf+Rhcq6hDwoEQJjjnmmKZRvzcCJlsRpQgTNjoxPrtz/vnwQ3l60QeGDM4ft96rrf/EEksumY+gvpCzl/rq70LfV6QOlRnq51F00nvh1efnKFu9c4G2ybSv3H1Hevmu29NVv26OTUS1HYIZMwY2Vvz+++/PjdiUorKXyq77Axur6dSECRPKOkWzrKMJv/71r+cxtNoZB9XBLmSXXXZJhx12WFnmSLjQzNUWGnv88cer6twVY4yDOdnyS2PTUhuPaT+C+kb5rEmemrVVGi1rv/nNb6Z11lknbbfddu1fX+Nja83xuPleG5yuO/OUdgdh0Tdfaf/8EQ5n0CNU/NOnT0/9xeh3NlJUd+edd04D4eqrr84iR89XTsra+1Ye5NBDD01HHnlk2nLLLWMUcpUYN25cDhkSqPAY+8qrr76ae2cLQRFCudAKr3PllVfOIUgLznLLLZcqiZxYI7djriTLxDS6hksXVPpavvvuu/Naq37duls6n2DyPCWbstkpLffn+VMaOmcfi4XmGZyuufg36UOv/Dctv0L9jWeuN4YNG9avKihdCI877rgsSDS3ZcMNNxzwOkkn4j0vd4+JskYIoPxBnuXCC9s6qwWVx8IjDKVTZG9LjOz8jT6Vy1IlolOg9px2G9qe3nHHHVnwYrER/tQqef/995/rhihXBMF5+/3FKO0gaFRefPHFPJu+krg/pQiUq3EKhg4dOuf9lDMGs9PQ1welj/1lvnY9wStvv/t+74pBg9KHX30xvfJOFKz2xEsvvZQV/RtsMHeHz+6YMmVKbivMKaAXGKgzAOfBxlaigmXAsww64ze/+U0eWmOBNxI5qDxKWBj2n/3sZ72ayEWNfPPNN+d0w/bbb5+HUhmL2l2ecuutt84GWyMMbTzthHRDM6ZzoIbcRDahVg2u4poJGhXLKSM9atSosrSS7SpNwEG3+dK/oyvO+90v03LPvNFWmfLeub30oeFp4Rnvh7197dPj2qbVBl1j2JC1lVHvydmzuRENYAfvu+++7Lh5n8oxYdIY6xVWWCFXmHE0yk1FYlpOVCmFkgihjaDyMKZapXY2fto8dl3TjMnV0tRFJcVAd2ASWm9LApU4Ei+JIvzkJz/JBzgWAx27aSgHJzKcgaCRca/R32y11VYDeh6lxGusscZcojO6HnljO1UOend8ZfS4OYZkYYGFFk6pxCFgpK4889S0zXtC1aBzLrnkkrTeeuu1OwPC9tZcB82VbpRSr9bZBx98ML9vW2yxRR4uRYxYLtjUkSNHprFjx6ZKUJEIQbHA2z0qsfjoRz9aiV8RlECMp1nRmDFj8lSuJZdcMnv/ShJPO+209OlPfzo3sLCgLLjggvn/DHtfVa4cDmUuBICPPPJI/lyt9dFHH52djf4gDUFzona7kv3CS5FeEWZ10wZBOXC/jR8/PpeTGdTVX4rImyoFkQbOBUP017/+NeegfY1T0JsdZ+EQOLfpg/8vLTbrrfTeWIw5znvm8LY1etMttkw3TLq2/Xs+D1LuOKl18bHHHpudA44f4aivW0sNFxI1tZ5ay1ZZZZUcdS0nHE3Pq/mURkkN5RDArpH3ZIJTUHmeeOKJPAXxxhtvTGuttVY21uYD0BdsvvnmZfs9RnQa1WkH4+LEUkstlZWv/YFH7Rydd7WQJnGD+Sj8Ws2a8aA5cS9IfV1++eUD0hAwNBxVWgTdOx977LEs8nW4Vnfddddeh5+n3HZrmv3wfdnorz52t3TvJV2XG3Z8TPF5d6nEVuHJJ5/M9kwUwOtPW7X66qvPpd2oJCJCKh0qOTeoog6BvPOKK66Yey3zmoLqMG3atFzvalSylpaiBeWGs0HYoqrBRUrkxLjKa/a1Yx4NAgFjNQdkcZQIKaGCQn4wCPqLe831r768u7x+bxHJ22GHHfI8BEbHDlRUrj+ORhEleHvWrDS0h452HR/j87T0nBUIG32hd2nGZh09P7SKTkCBUn7XFl1eJacKV7Quxokff/zxeRAPwyRUHVQeo4QdlURobPjw4XkgEe2C3dEtt9ySBVW+1peF65lnnslCmWoiD8cBUbJ511135aoYHnil1eFBcyIqYAdfro2PDnSej0DNOjqQVNpbI5ZLQ596JL2z1LJJDdL8z3befvedWbOy/NDHed5zCrJz8NQjczwmpdZ0CIbWwBEorgUpKLa0ks5ARcoOOyLMIhd28MEHV/pXBTVC7kyIU7jULkYVQl+di3I0VeorUh6FMNLEMVUaMYsj6CtFDxCLdrnyxpxt/ekH2hkPn9t0s1xoOOhfj+dDTLj0mP5O27Hm2N3aj+Jrcz52dv5eUF0OOuigvGEaqHC7LhwCuS4Ggrht8uTJlf51QQ3xXtMCXHbZZVln0BHVDTQlBfJxKheU5hj2UQuILQkxC6QOpD80/SjnZLOgeaEkJy4rR415UfPuPiIeLFekb+bwEWnokEFpviGD3+9DkL8zO80eOm/advw+OYJbHD53lD5WbCCivNVFBZe+A2xoOcoWe6IqbeGoz6kzNcHRdz8uqubFAmaexRFHHJHfdwslgaNKE7lV4kMXOMdg7733znoDGodyzfPu7zwImgvnfPbZZ+cKBBELJZDEQ0HQnQBQZ09DhQa6YBeptwsuuCDfL6Kq5TICm26xVe5f8PA1l6T/vD2nbGzxed7s8ueM3F5s6KAcHVhp68qUugVdO4aiAmxntRq2VVRUWIpQLI9XvaYLPmhuCA5pCuz+laAqLVxzzTWzoX366adzTpSuRPfDani+3aEy44orrmivknB+6n2luuhfgqC76/zzn/987u7ZlxJe66HhNq59YjWiwUI4SMtiLkE5h9YU3P7L0+ZqRHTd5Zelzbfbvsuf8X1095ig/Jh3wIkzA6Fc443rxiGAC16NrqZF5RzZGNQ3Fr+iLbFFk4jPISpQ69kFzm3ddddN66+/fu43rje4GnBfpytwvQZBV0iDah3sY1+uZbu/TTbZJPcT4BzTDIieiQxU0kH+11NPpREjR1bs+YPyQOSsw6F+B9Usia6qQwA5Y56PwRzVGg8aBN2Vxuo2du655+YFXcpAJEsDmEo1/wiaA9EuYlqh/d52/CyQEyZGjHLXoCNG2SuFllqtdrl+deIQJfgDDWVQA05kFrQWcvV242Yp6D0gWnT44Yfn0sNqQ/jI+Gs3+qUvfSk3SDLtEXQPQdAdQrl2byJKPSENVVzzdAJ+tlwixKB5eO2117JtFD2tRe+eqkcIoLZW3q0QmNU6hxxUD4ZfK1ahUSVaq622Wu4CpqxGeU01USZmCpn22mqM5XKlNLSAlt8Ngq6wbEp76infm0ZEnF46Goe01Gc+85ncs6OvrcOD5r6mdtppp5xa17W1FunUmiRw/aEXX3xx3oXZIcqVBK2BigJlWlofy5MRURnkosyvmg6BhZmOwUQyOVziQc6JygKzIIKgO8wVMMtDW2HVAXpx9NR50LUlmhBC1aAz9EQhxJZKqpW2quopgwLVBpTdPGftOYPWQZieoOrEE0/M0SKLpW5c1dayrLzyyrk00sJOzavigXMau7agN5Up4FCKMPWmCRatisE4QdARKSRlz0qe2cZaUTOHAGq8zzrrrDwuWf42aB00XhEaExU46aST8tc4B9VAdMqCfsABB+QwHQGh2fVCuUHQExpqKaUFh3Lttdfu9vGnn356uu666/J0UQt+EJTC9ll/CE1VPNWSmjoEkIeTyyWgsEsLWgMzwjVz0ZhIGFV3wEqHyVxf++67b55hYCS0SXKHHXZYdkxqIWoMGhOlYMXYbOml7jRQ9DFSYxzQXXbZpc+Dv4Lm5vnnn8/XknWJU1BraiIq7Iiab1ECSlwK3J7ycUHQV0QfdEYcNmxYjkqYbT5lypSsZ9CHnlq8VsNLgsa6joqmQTQBylQ7axrjcY8++mj+voFZRx11VE3ON6hfXn/99Zw6HTFiRE49Vav5UHfUtivMe3gheNAqD8z7njhxYl28OEHzoJxQu+RTTjml3eHUclbI1+TDIOgNGhDZwJjo2VVE64knnsjaKBscIlrRqCAoxTW066675ugS21cv9m5wPU3M0zqWwrLa5WdB80PQxfC7vuze3njjjVzas9JKK9X61IIGgfhU90oLeVfOgNkG1q/VV189X192fqJRQVDKgQcemKZOnZptXj2JmOsiQlBg1jO15QYbbJBDuBMmTKj1KQVNwg477JBOPfXUPCgEFnQLtbrfIOgJOpNx48blFsPdNSIyrphuQDvjeeedN17YYC5+/OMf5+m/dFNsXj1RFxqCjmhrvPHGG+e2nrFgB+VEdMBYY/k7o4/ryTsP6hc7f3MH7Oo4ld21KtYGmy5FJCF6DgSlaMTnOpJ66qk6JbV6hKDAyNzLL788dwCjyh09enStTyloEkQGRKCCoC9oOUwboHkMR7I7fN/CbxR4EBSIfo8fPz5dddVVdekM1JWGoCPCcjxtPeZvvvnmqv9+fcf93ueee67qvzsIgvpBGkCY15rQnTNAl3LIIYfklsT60VOQBwHYEraMTevN7ItaUZcRgtK8r9Cu+eC6GVZrZ/fmm2/mTnYOGMbEswuCoPW4/fbb8+yN7pyBosHV9OnTc/OhxRZbrKrnGNQvd9xxR7Zh+q6wafVM3UYICpQhanG7+eab59xvNVBjrLtYoSQuupIFQdB6WHe6G4Wt9bZZHOYbnHDCCeEMBHNcO2PGjEk/+tGPsqak3qnrCEGBbmDEYIQ8du0mhVWjrbKyIZ6/BiRBELTufPquwv/KWbUkpnPSAbPeVONB7bj11ltzF0Ii1EaJMDeEQwDtjfUqECkwFKkaeZgPfvCDFf8dQRDUL8V8DTqCrhpeCQd3Ny7bpsIUO5sZa4qIo/Cx1tlBc3LDDTfkjpam+e6+++6pUWgYhwB77LFHdgrMq9cf3I0YBEFQKZQZcgaEfTui06Vd4FZbbdXtczD+xGSl/P3vfw+HoEm56qqr0s4775yHFdXDfIKmdQiKYUim0ulPYEre1772tVqfUhAETYrW1tYb6QA9BbSavf/++9Pxxx+fpk2blnf/NATdsdBCC+VR20OGDEmrrrpqWn/99dN6661Xtb8hqB4///nPc7RI2amy+UajLhsT9Vb5yzOXv9MVrLuJY0EQBP2tOCqqm+gETKUTmWTclRdqTWw+xiqrrBIvcAvDjCpLdS1cc801PfaqqFca1iHAAw88kEaNGpVvVFUBMa0uCIJyoxmRHV8BZ+Ccc87JTgCnYI011sgbk9iUtCZvv/127j6oNN7RyM5hQzsEMFGM0FDd76WXXpoWXnjhWp9SEARNxMyZM9P++++fOxXqMKcUuuhCSCx4wAEH5B0ijZMR20Hr8L///S83HHr++efTpEmT0kc+8pHUyNR9H4Ke8AZIHxgkIjfnpg2CICgXNAQGYyl7vummm3LPAZVO5513Xs4XF3sq8w6C1uHxxx/PNkffmttuu63hnYGmiBCUlge5Oc0p1ymsUXM4QRDUL6+++moOC3MMbEKKeSvKCaOMsHW47bbbcntq4nZtraWRmoGmcQgKTEgUwjO3PCoQgiAIgnJXEkyYMCF3H2y2FFHTOQRQG6wphNyOxhAhNgyCIAgGwltvvZXFoybxXnbZZVXpmFttmtIhwD//+c8czltwwQXTxRdfnIYPH17rUwqCIAgakOeeey4PJnrllVdy4yHDrpqRhhcVdoU3zJSpkSNHprXWWisLD4MgCIKgL9x+++1pzTXXbLcpzeoMNLVDUKiDzz///HTYYYelzTbbLNcTN2lAJAiCICgjs2fPzlo0tuOII47ItoRNaWaaNmXQEQNFaAq0DNWGVDvRIAiCIOjISy+9lMaNG5ftBr1Ad+Ovm4mmjhCUwhEwqlQOSArB7PIgCIIgKOXuu+/ONoKtYDNaxRloKYcAiy66aB5XyvOjED3ttNMihRAEQRAkwXINqD772c+mPffcM9sKNqOVaJmUQWeNJYym/OQnP5lTCIssskitTykIgiCoAS+88EJuPS1yPHHixJZtbNdSEYJSNtxwwzyT3ECS1VdfPd188821PqUgCBq8i+Ff/vKX3N8+aBys/WzA4MGDs01oVWegpSMEBf78s846K7c9NtrUCEstSYMgCHri5ZdfTvfff38WnxmFXGw2qNOD+m80dOSRR+bU8UknnZTTBK0+sbLlHYKCBx98MKcQeIlGna688so1fWOCIKhPHnvssfTHP/4xt0nvyBe+8IW01157NXWtejPwwAMPpF122SXNmjUrO3IrrbRSrU+pLgiHoIQ333wzHX300emUU05JP/jBD9J+++2XHYRWyqMNGzaspoM6aDvefffdLOxpdW89qL/7w7rgGi3Yfvvt8yFdsOKKK6b555+/pucYdA8HwPquN402xNb7iAi/TzgEXXSm2nXXXdMyyyyTzjnnnC69fVEFNaqPPvpovqgoUs1J32ijjXKHxFogf/nGG2/0uVWz1pxbbbVV+sAHPpArMLR9XmONNeYyyoz1jTfemHdJfka+bZNNNknzzDPPgNI2nDETK8eOHZumT5+eF1lDqgbyvEFQDh555JF04YUX5uv+c5/7XC5Lc48ccsgh4bQ2WDv73XffPT355JO5ydAGG2xQ61OqO8Ih6AI1qHQFFKcnnnhinpxYahxdXAYomZHOAXj77bezIbvvvvuysGiLLbbIi8faa69dteFKcmJnn312Pvx+KZDlllsuf4+xNbfbY0QASqMAjLHw58MPP5ynd91www1p0qRJ6cMf/nDaeuut07LLLpv/9meeeSbvjjhCqjOWXHLJvEh6Tq09F1hggZw//cQnPpEbPzH08nOeT+TBvHAOi7yrkbGLL754XmynTZuWz69AusY5cbL0D+ekzJw5Mzs6r732Wn5ejom/x9hZTpjdWRCUk6effjqdccYZ6ZZbbsnXmAiB69c1qOtpK4vPGgnrhQmFBx54YF4TTSm0bgRzEw5BDzBm+hassMIKuTyRUbrzzjuzocOvfvWrtMoqq8zxM4zcpZdemiMNDJmfFTGwgDCkjDERy4gRI3IUYqmllsrGdb755kt9gVH83ve+l/785z/nlpr//ve/89ew+eabp8mTJ2fDapfto+fnuLhBnJMwp/N78cUX88/4m4omHP5OP3/dddel//znP/lnRB0YXjcVZ6E4B68HZ8KCOWXKlPSvf/0rOwR+r7/10EMPzb+HQ8Fp8LPPP/98dqBEXyh8Pd5jfZ/z4Xzl9jggzlkolgPAOfB9j+WIcC4og7fccsv0ne98JyIKQVngpI4fPz43NNO17t57781RM1E012xf79WgNjzxxBN5/RbFtX7TeARdEw5BL2B0GJuLLroopwXWXXfdbNjloLrb/ctXWVhclAwm48ZoW0zsMkQQRBp8rdgR2zlLV1h8usttMdj6a1M3G/HMOFqoTHf0cw7G+tlnn80G1df9HYyq86KMXnjhhbOBtVO36IkmlCNvbxdV/F7RBUa+kvzjH/9IBx10UHZwpDlEZezoll566ex8FH+T1ywW8qA30AqIWrmP3LvHHntsWmKJJeLFqzHWSvd0V/exNcCaKqUpzaO50I477pijvNbAoHvCIegDf/jDH3LqQBOjX/ziFzk03lfk3e2MP/axj7UbSrvvIpQuuqAM0o5ayoLT0BnymNTMV1xxRc30CvUE54fzdc899+TDjoBTIrIgCsNxE0mQjhBNkObxPoZwMZAeFI0S2SIkPvfcc9Pvfve7fI+756+++upcntZKLWzrCZud3//+93mM/UMPPZS/JmWzzjrr5PtXHwGpWve37xOCey9tfkQFaJyC3hEOQR95/fXX0zHHHJMvSBECu/RyT8Bi3NwARx11VH5+efwC4XlheU6FxcoFb1cczI2IgDzw448/np0tERD/p4+wgFgwREcsLKIydoDhILQWdpRSYNJ3tD+uEfezVBzNi3uRAO2SSy7JTkKQ2jcxjK/Xx2690Bl5PUVURFbcTzY4//3vf/O96H7zmtrAiIR2hufz88oC3asiAlOnTk2LLbZYfp+WX375XCEg/SgCyJmzsVp//fXzJotzYE3cf//90+GHHx5VH30kHIJ+IqcoWmDHzzlgtMtpTIT1pSaU322zzTZZEev5v/Wtb2VtAvHfaqut1u4lB31DyoZT5f1TKWLOOS2HHLGFxmtaOHo+chxK0w9Bc0DLw7CdeeaZ2eDYWRLKljr50nLHHXdcjhQ0m1F39FRa7TF0Rgx1kQLlUHutCugtfM2GReSN7giMv885DTZThgVBDwDOg7SMtY7Dzvgz9PRBoq+cDE6FDQ/NU+l53nXXXfn3WQMNIrrmmmuyE0DnJMLan+htEA7BgHAhK0s8+OCDs2GWy3fhloubbrop70yUyRjdrJOWXYwLnx6hlXokVBo7GLsLQkoLU+E0cACkb2bMmJFzkBYfC9SoUaPahZVBee4lr3WlHS6Gh8F3HzFycs3uYc6g95QxIiTumJ5TAqsZUaNil+7vll+3y6Ydorx/6qmncvqM5sZ173Eeo0rJDp3x93XG3Gsk5cZhJqR2L1iDVFoRRXse2idGWRTT7+k4HMhaJp8vIuN+Ijz2HHb5ogeehxaqt71QOCnSPGYQcNq++tWvxro4ACJCUAYsLEL7co8uTvXJVPPlgicsIjB69Oh8s4hIfP/7388LWFA9h8HiQ59w66235oXSAht9EgaOXWKRnyd0ZUSKYWOMR7mEoHa6DJ3IELx3jIgctTQSAygywAkvxT3tvqPpaTQnS4mwv+3aa6/NRtxr4Bq2Pok2coJpbWxkGHyviRJk0UmbHLt0X3fUU9MlIugf/vCHucmQ3gJSPF2lIYLeEw5BGREOs2hIJxAhEf2VqwuWPBrNAO8dnjvaK9cGUQShZiHkVonS2CFWwiDQbngNGa6iZLYUwj6GTGrHLtKiLzxsV/+Nb3wjR2n0uLBr7bgTtQst3WkyhgyHe6kIdxObeg7nYHesmkCarkDoWzpQGbEdbD2jUsnfJqyv8sZ65Gsbb7xx7udRtOcten40ojPLeZPe8T5KC7gPQ0NVPsIhKDMWHaUummC4eHmxGhhF7rk5ED6WGuKMiQS1AkVFCwi3RKhUanB2ifAYH0Jb3fvssBkkUS16jJ5298p3aWTkmt0jdqscLSFsDojPGW8G246XEfM7RMvoPkRu7BadF2fBTlcemgDQrtbPyTOrP+dUFFUojD+RG7Eax2HVVVfN0QMh6wLPKxIndaRBUb3CwB9//PE51cFpcm1yovT38Lc3ouHvbF29/PLLc3rWNXXCCSfkayDW1fISDkEFb1IpBJECwhgVAxbIuIAbE0ZBgyWiKU2fhCnrfcfY0wIrdC736hB5YlDpJXyPMbVj9xiG2Ef5ZijjYlTpKkphfBlxjxfyZ2iF2hl3hl8qoGNEhVMl9SJEbbdnsZeacU4e6zwYe6JOqTlCNP8vjVYoMRUR0BiLOl1+XOtrFSaMPtGoFE8hUHMuSlGFzTvej5wA4XWPp+GxC9Xvvh71It4nGggOlLLJ3XbbLUdNmmmN8Tf6+0QEOHQ+fuUrX2kKJ6ceCYegCqFWqle5SmIbjkG5KxKCysNYaWGrmyND1wgwkJqzcGaEi+3kpbOEkRlzu2udJ+WKGV0Gt1DX25kLt9tBW5Q9F0Fe0YiLw8thsDAzmp5DREw/DeF7jxV+F873Oxlsz8XA+z12/Z7f9z0n461MjCitmvjbRAu8Npw9nTk5MCIG2nDXUzja+6aMj9PjkBLwWmrERU+02Wab1XQwWTnhVJY6AiIDqrrqScfQjIRDUGXHQGjPwiiloHKgWnMOgoGL3s4777xsKBqBYo6E1tqFkE443cwJO2jiPRGOai2wnAW7fgbM75YisOhrYc1ZgNRBpQ2a91K1gHMRiWBgRUWcj8jBmDFjauIEeL9EJzhiDGBRu+/1kgIheBTFKU0JcMQo/Zup+6bupvQaUgL0GxwB1VXhCFSHcAhq4BgQRNlxWpwoffXajmEb9Y26aYZCM6pahisZDlEm5yIcz2AwHkq+lHEJIZttobEVQyssTozaahSluQyJ16yYf2GXzSH3eimLEyER8am2UXVOyvloLZToOTgE3i8pESkX6Q6pCpFFan8One81Y3RRgyENhehT3F8TJkzIablwBKpLOAQ1Qrj1yiuvzGVVGqMQbcn/NXJeupmRpzYvgeEQ3WGMO8tBVwI7WLtpu0OGRHgeBHBC7hZNO17fc052jZTl1PLl7qJZ73gN7LC9V9IAxVwCxrSYTeAeG0gkwu/gbAnb01Vw5tXiM9Zd3esMv2iEn5Mucc9zADgkIhMcFEZf9KaV8FqcfvrpuXLAa2FmTDUiRUHnhENQYywuOg8ayWlXR73NMbCYN+NOoNF3MUKZpS1svWdFzXwlKHUAGHuGXrj45JNPzg6BvLF5F0LyzkM4vlWvG7oIHfOE1r0OHCm7a1oG0YByhLO99/oUMO4U/BxDxp524vrrr5/rtTdEjLCYpoKOg77Cz6jOoFVopnB/X67pQo9DwEn/oPGTabCteu3WCyHVrDFuAOIlB2UzT1mZosWeY7DTTjtVfFpg0DPyucqcfPR+FAOlLG6Vvj6oqukXiANFlRwMk6jAxIkTc62+UDhVvt0qI2MXLFKg5XWj6B4GirI0uXYfGd3eYtfOQBH7ciQ65vVFAYT0idxEXLQ4pjXwf9EIESMak47GjIPivQMHQDpHG2RccMEFLecMqBD59a9/nR0BWgmpUiWqKj6C+iAiBHWqM7DQn3rqqTlUbXwnha0FPqgNdpvq7A26qUVDKKJARouRkQNXwlrkxAlTXTOMIYfF55T9WtP6vkoD4dhmxw7e60JXIUXAKaC1EEEpygYZcCLLzqDn2XnnnfP/KfiJ2QqULBad+xgzUQivN+EbR1Gn0qIJmffA73FwIlRoeH+kfQgZGUCT+1qlqZUSVYJq16FIzb777pu+/OUvhz6gDgmHoI6xQ7ELdDNddNFFOcTIMbBDCRFi9bErZAA0udH5jcq7lrlOZXKiSKUwMur9ORDC085Vf/dydcysd+TraQe8T3bkXiMhfcJBr4tdPbFhKXb2Oox6TwsjzfkqWhX7Pp1G0SlRGoJhk0Ji7DkIfq+0DYGnqILX2+8TcZDqofXglIgsfepTn8oORiuMlLZ2iQIUmxolkpEWqF/CIWjAG0yb12233TY3IrH7CQFOdSjEZBrd0A4wAvLIIgactWI6W7WMr/PRqlYZnUoCO1K5WD0FnEs9NtOpBfL7nASRAwbc7p6R4jAUTnYxJtv7K3UnEkPlz5HwnlK+e72FvT2Hx0vFSBVwvHzfQcchgsMBaDXD537Q1lupq7SN+4KmQzQgNjCNQTgEDYhwsJtOCE54WD94oc6iV3lQeSjWCcu8Fxw0BkauWdharb/57HaGjAmjw8AUIje7TIundJDPGSEfhZTtZjl/nsfPeU97k2sueiWIWkhtrLfeellHYEfcaoapt3hP9thjj/y+EbQJ5XOmGHgNlLoTaBaljEHKzpa1SDrNdWstslnhLAeNRTgEDQwjQNlMcGaimbwpb3zs2LF5hxhUl6LRjlkWjL3QMWNv5263yTgXO0+OnN0mOA7F/zkAPhe6ttB6PKeCE+EgNlXeJnzt8DweYxdsV2YXTDfQFdJNjTa1r5JwzLzWYdz7hmgKHQStE10EXQYBpaqXaCvcuIRD0CQoazIFTlpBb3hiKvW8WsFG5KB22EmKDBQ7dYKzohtdof6Xn5Z/9r3SEa7FvAHhaUafs+Fn5cc5EKoO/JydrBA1B5F4zSGXXcwegKZFnptwzm44CPp6HYuCXXXVVbnKRapK7wUbEEJO11fQ+IRD0IQwBm5cCmcT0IRA3bTqfZWh2aEGzU+EtYOBwEE1UVIU0lpCe8EJUJ5poxEaleYjHIImx06SUyB6IHJgpynHLGoQYdIgCDpzJOlibr311hx5UqliQ8EZiJ4ozU04BC14o3MMePtBEASdoYcDRyA2Dq1FOARBEARBEKTWaJUVBEEQBEG3hEMQBEEQBEE4BEEQBEEQhEMQBEEQBEE4BEEQBEEQhEMQBEEQBEEmRIVBEARBEIRDEARBEAQpSP8fluM9ChXHQrgAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "img = egh.healpix_show(valid_segmentation_mask[42].where(valid_segmentation_mask[42]!=0), vmin=34942, vmax=35776, cmap=\"tab20\")\n",
    "plt.title(\"All valid features\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "ef1679a9-25aa-41a3-88aa-e770936a4c77",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:05:23.612867Z",
     "start_time": "2025-12-21T04:05:23.518884Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:34:19.802354Z",
     "iopub.status.busy": "2026-02-02T20:34:19.802272Z",
     "iopub.status.idle": "2026-02-02T20:34:19.885711Z",
     "shell.execute_reply": "2026-02-02T20:34:19.885304Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'All MCS features')"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "img = egh.healpix_show(mcs_segmentation_mask[42].where(mcs_segmentation_mask[42]!=0), vmin=34942, vmax=35776, cmap=\"tab20\")\n",
    "plt.title(\"All MCS features\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4ea562c8-1e61-48ae-80b8-29fd9185adfb",
   "metadata": {},
   "source": [
    "Now let's plot the frequency of MCS obs and the proportion of observed storms that are MCS:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "a7f5f164-77d8-4dcf-aafa-da4693e9331b",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:05:23.725101Z",
     "start_time": "2025-12-21T04:05:23.616642Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:34:19.887025Z",
     "iopub.status.busy": "2026-02-02T20:34:19.886928Z",
     "iopub.status.idle": "2026-02-02T20:34:19.988855Z",
     "shell.execute_reply": "2026-02-02T20:34:19.988290Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'MCS occurence frequency')"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "img = egh.healpix_show((mcs_segmentation_mask !=0).mean(\"time\"), vmin=0, vmax=1)\n",
    "plt.title(\"MCS occurence frequency\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "c9d775f3-bae1-47e1-99e0-de1479488582",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:05:23.855262Z",
     "start_time": "2025-12-21T04:05:23.729180Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:34:19.990064Z",
     "iopub.status.busy": "2026-02-02T20:34:19.989966Z",
     "iopub.status.idle": "2026-02-02T20:34:20.106564Z",
     "shell.execute_reply": "2026-02-02T20:34:20.106193Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'MCS occurence frequency as a proportion of all storms')"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "img = egh.healpix_show((mcs_segmentation_mask !=0).mean(\"time\") / (valid_segmentation_mask !=0).mean(\"time\"), vmin=0, vmax=1)\n",
    "plt.title(\"MCS occurence frequency as a proportion of all storms\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9835937f-4b5f-4add-854f-992a9dd9723e",
   "metadata": {},
   "source": [
    "And the amount of precipitation associated with MCSs:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "d08eb6ed-51ee-49b1-8398-a5192fe9c31c",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:05:24.017719Z",
     "start_time": "2025-12-21T04:05:23.859470Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:34:20.108060Z",
     "iopub.status.busy": "2026-02-02T20:34:20.107945Z",
     "iopub.status.idle": "2026-02-02T20:34:20.265698Z",
     "shell.execute_reply": "2026-02-02T20:34:20.265292Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.colorbar.Colorbar at 0x39eb0f890>"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "img = egh.healpix_show(icon_ds.pr.where(mcs_segmentation_mask != 0, 0).sum(\"time\") * 3.6e3, vmin=0, vmax=300)\n",
    "plt.title(\"MCS accumulated precipitation\")\n",
    "plt.colorbar(img, orientation=\"horizontal\", label=\"Total precip [mm h-1]\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "a9f72a66-0a15-42d0-a6e2-78c02653b09a",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-12-21T04:05:24.207725Z",
     "start_time": "2025-12-21T04:05:24.021661Z"
    },
    "execution": {
     "iopub.execute_input": "2026-02-02T20:34:20.267146Z",
     "iopub.status.busy": "2026-02-02T20:34:20.267042Z",
     "iopub.status.idle": "2026-02-02T20:34:20.450006Z",
     "shell.execute_reply": "2026-02-02T20:34:20.449579Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.colorbar.Colorbar at 0x39ea556d0>"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "img = egh.healpix_show(icon_ds.pr.where(mcs_segmentation_mask != 0, 0).sum(\"time\") / icon_ds.pr.sum(\"time\"), vmin=0, vmax=1)\n",
    "plt.title(\"MCS proportion of precipitation\")\n",
    "plt.colorbar(img, orientation=\"horizontal\", label=\"MCS proportion of precip\")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
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