rainbow5-backend_wradlib.ipynb

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    "### Remarks\n",
    "\n",
    "Dear Kai,\n",
    "\n",
    "The module is working overall fine. I just want to clear my misconceptions if there is any;\n",
    "1. Why doesn't it read all the information which is in the dataset, it only reads few variables?\n",
    "2. if you see I first piped vol[0] without assigning any particular name to it, it generated x,y and z coords in whole dataset, e,g vol[1] also contains x,y and z.\n",
    "3. I want you to have a look at cappi given at bottom, there is some kind of spoke there in the figure, while the old cappi plot of the same dataset with which I worked in June, 2021 doesn't have that spoke."
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   "source": [
    "import wradlib as wrl\n",
    "import xarray as xr\n",
    "import numpy as np\n",
    "import datetime as dt\n",
    "import matplotlib.pyplot as plt\n",
    "import warnings\n",
    "warnings.filterwarnings('ignore')"
   ]
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   "execution_count": 2,
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     "text": [
      "CPU times: user 358 ms, sys: 12.6 ms, total: 371 ms\n",
      "Wall time: 396 ms\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<wradlib.RadarVolume>\n",
       "Dimension(s): (sweep: 14)\n",
       "Elevation(s): (0.5, 1.5, 2.4, 3.3, 4.3, 5.2, 6.2, 7.5, 8.7, 10.0, 12.0, 14.0, 16.7, 19.5)"
      ]
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     "execution_count": 2,
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     "output_type": "execute_result"
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   ],
   "source": [
    "%%time\n",
    "vol = wrl.io.rainbow.open_rainbow_dataset('2017030700000300dBuZ.vol', reindex_angle=False)\n",
    "vol"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "#swp = vol[0].pipe(wrl.georef.georeference_dataset) ## R.1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "swp0 = vol[0]\n",
    "swp = swp0.pipe(wrl.georef.georeference_dataset)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:     (azimuth: 187, range: 480)\n",
       "Coordinates: (12/15)\n",
       "  * azimuth     (azimuth) float64 276.2 278.1 280.0 282.0 ... 271.6 273.5 275.4\n",
       "    elevation   (azimuth) float64 1.5 1.5 1.5 1.5 1.5 ... 1.5 1.5 1.5 1.5 1.5\n",
       "  * range       (range) float32 250.0 750.0 1.25e+03 ... 2.392e+05 2.398e+05\n",
       "    time        datetime64[ns] 2017-03-07T00:00:24\n",
       "    rtime       (azimuth) datetime64[ns] 2017-03-07T00:00:24.047500 ... 2017-...\n",
       "    longitude   float64 102.6\n",
       "    ...          ...\n",
       "    x           (azimuth, range) float64 -248.5 -745.4 ... -2.379e+05 -2.383e+05\n",
       "    y           (azimuth, range) float64 26.87 80.6 134.3 ... 2.26e+04 2.264e+04\n",
       "    z           (azimuth, range) float64 262.5 275.6 ... 9.88e+03 9.907e+03\n",
       "    gr          (azimuth, range) float64 249.1 748.9 ... 2.389e+05 2.394e+05\n",
       "    rays        (azimuth, range) float64 276.2 276.2 276.2 ... 275.4 275.4 275.4\n",
       "    bins        (azimuth, range) float32 250.0 750.0 ... 2.392e+05 2.398e+05\n",
       "Data variables:\n",
       "    DBTH        (azimuth, range) float32 57.0 59.5 38.5 44.5 ... nan nan nan nan\n",
       "Attributes:\n",
       "    fixed_angle:  1.5</pre><div class='xr-wrap' hidden><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-5f92c0fa-b320-4ee2-bc6d-37c5ddb2edce' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-5f92c0fa-b320-4ee2-bc6d-37c5ddb2edce' 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'>azimuth</span>: 187</li><li><span class='xr-has-index'>range</span>: 480</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-f3e4888b-9f62-489d-acdb-6d66fb31b0e3' class='xr-section-summary-in' type='checkbox'  checked><label for='section-f3e4888b-9f62-489d-acdb-6d66fb31b0e3' class='xr-section-summary' >Coordinates: <span>(15)</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'>azimuth</span></div><div class='xr-var-dims'>(azimuth)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>276.2 278.1 280.0 ... 273.5 275.4</div><input id='attrs-aa191a40-cef3-4035-99a1-f8d001b80366' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-aa191a40-cef3-4035-99a1-f8d001b80366' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-53aa4161-fa26-4975-a1e9-52817e1724cf' class='xr-var-data-in' type='checkbox'><label for='data-53aa4161-fa26-4975-a1e9-52817e1724cf' 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>standard_name :</span></dt><dd>ray_azimuth_angle</dd><dt><span>long_name :</span></dt><dd>azimuth_angle_from_true_north</dd><dt><span>units :</span></dt><dd>degrees</dd><dt><span>axis :</span></dt><dd>radial_azimuth_coordinate</dd><dt><span>a1gate :</span></dt><dd>142</dd><dt><span>angle_res :</span></dt><dd>1.9</dd></dl></div><div class='xr-var-data'><pre>array([276.17157 , 278.10791 , 280.036011, 281.972351, 283.897705, 285.825806,\n",
       "       287.764893, 289.690247, 291.626587, 293.554688, 295.491028, 297.419128,\n",
       "       299.349976, 301.283569, 303.214417, 305.139771, 307.073364, 309.001465,\n",
       "       310.935059, 312.863159, 314.802246, 316.730347, 318.658447, 320.589294,\n",
       "       322.522888, 324.459229, 326.392822, 328.323669, 330.249023, 332.185364,\n",
       "       334.113464, 336.047058, 337.977905, 339.911499, 341.842346, 343.778687,\n",
       "       345.706787, 347.648621, 349.576721, 351.502075, 353.432922, 355.366516,\n",
       "       357.30011 , 359.230957,   1.164551,   3.084412,   5.023499,   6.948853,\n",
       "         8.885193,  10.813293,  12.746887,  14.680481,  16.616821,  18.542175,\n",
       "        20.470276,  22.406616,  24.329224,  26.257324,  28.196411,  30.135498,\n",
       "        32.063599,  33.991699,  35.914307,  37.850647,  39.778748,  41.715088,\n",
       "        43.643188,  45.582275,  47.513123,  49.441223,  51.377563,  53.302917,\n",
       "        55.231018,  57.167358,  59.095459,  61.034546,  62.970886,  64.898987,\n",
       "        66.832581,  68.755188,  70.691528,  72.622375,  74.555969,  76.49231 ,\n",
       "        78.42865 ,  80.35675 ,  82.279358,  84.215698,  86.143799,  88.071899,\n",
       "        90.00824 ,  91.933594,  93.872681,  95.800781,  97.737122,  99.665222,\n",
       "       101.596069, 103.518677, 105.455017, 107.391357, 109.322205, 111.255798,\n",
       "       113.183899, 115.112   , 117.04834 , 118.97644 , 120.904541, 122.840881,\n",
       "       124.766235, 126.702576, 128.633423, 130.569763, 132.497864, 134.423218,\n",
       "       136.351318, 138.287659, 140.226746, 142.1521  , 144.091187, 146.013794,\n",
       "       147.944641, 149.878235, 151.814575, 153.742676, 155.679016, 157.60437 ,\n",
       "       159.543457, 161.474304, 163.407898, 165.335999, 167.266846, 169.194946,\n",
       "       171.131287, 173.067627, 174.992981, 176.921082, 178.851929, 180.782776,\n",
       "       182.713623, 184.649963, 186.575317, 188.517151, 190.445251, 192.378845,\n",
       "       194.309692, 196.2323  , 198.1604  , 200.099487, 202.027588, 203.961182,\n",
       "       205.897522, 207.828369, 209.75647 , 211.68457 , 213.615417, 215.540771,\n",
       "       217.477112, 219.407959, 221.344299, 223.275146, 225.2005  , 227.142334,\n",
       "       229.064941, 230.993042, 232.932129, 234.860229, 236.79657 , 238.735657,\n",
       "       240.663757, 242.589111, 244.514465, 246.456299, 248.387146, 250.323486,\n",
       "       252.251587, 254.187927, 256.116028, 258.044128, 259.980469, 261.908569,\n",
       "       263.839417, 265.77301 , 267.703857, 269.637451, 271.565552, 273.499146,\n",
       "       275.427246])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>elevation</span></div><div class='xr-var-dims'>(azimuth)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.5 1.5 1.5 1.5 ... 1.5 1.5 1.5 1.5</div><input id='attrs-ce96ba05-f262-46cc-8fda-fc607778cc15' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ce96ba05-f262-46cc-8fda-fc607778cc15' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6ee86aff-2553-474f-97e8-cf9c4c43009f' class='xr-var-data-in' type='checkbox'><label for='data-6ee86aff-2553-474f-97e8-cf9c4c43009f' 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>standard_name :</span></dt><dd>ray_elevation_angle</dd><dt><span>long_name :</span></dt><dd>elevation_angle_from_horizontal_plane</dd><dt><span>units :</span></dt><dd>degrees</dd><dt><span>axis :</span></dt><dd>radial_elevation_coordinate</dd></dl></div><div class='xr-var-data'><pre>array([1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5,\n",
       "       1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5,\n",
       "       1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5,\n",
       "       1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5,\n",
       "       1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5,\n",
       "       1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5,\n",
       "       1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5,\n",
       "       1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5,\n",
       "       1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5,\n",
       "       1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5,\n",
       "       1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5,\n",
       "       1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5,\n",
       "       1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5,\n",
       "       1.5, 1.5, 1.5, 1.5, 1.5])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>range</span></div><div class='xr-var-dims'>(range)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>250.0 750.0 ... 2.392e+05 2.398e+05</div><input id='attrs-bb910d86-ee1a-49eb-aec5-273ac8f02d49' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bb910d86-ee1a-49eb-aec5-273ac8f02d49' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fedf12f9-7da2-4e39-926c-d57e227bf259' class='xr-var-data-in' type='checkbox'><label for='data-fedf12f9-7da2-4e39-926c-d57e227bf259' 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>meters</dd><dt><span>standard_name :</span></dt><dd>projection_range_coordinate</dd><dt><span>long_name :</span></dt><dd>range_to_measurement_volume</dd><dt><span>spacing_is_constant :</span></dt><dd>true</dd><dt><span>axis :</span></dt><dd>radial_range_coordinate</dd><dt><span>meters_to_center_of_first_gate :</span></dt><dd>250.0</dd><dt><span>meters_between_gates :</span></dt><dd>500.0</dd></dl></div><div class='xr-var-data'><pre>array([   250.,    750.,   1250., ..., 238750., 239250., 239750.],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>time</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2017-03-07T00:00:24</div><input id='attrs-864bafc8-4493-49f6-a96b-60f1ee6bbe2e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-864bafc8-4493-49f6-a96b-60f1ee6bbe2e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a32414f4-3800-4233-9999-44a1a0dab81e' class='xr-var-data-in' type='checkbox'><label for='data-a32414f4-3800-4233-9999-44a1a0dab81e' 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>standard_name :</span></dt><dd>time</dd></dl></div><div class='xr-var-data'><pre>array(&#x27;2017-03-07T00:00:24.000000000&#x27;, dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>rtime</span></div><div class='xr-var-dims'>(azimuth)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2017-03-07T00:00:24.047500 ... 2...</div><input id='attrs-bfa7bc3f-2b24-4b1d-867d-d471c1ea1cec' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bfa7bc3f-2b24-4b1d-867d-d471c1ea1cec' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cc3b9b6b-11ce-4838-902b-f9f695a35dd9' class='xr-var-data-in' type='checkbox'><label for='data-cc3b9b6b-11ce-4838-902b-f9f695a35dd9' 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>standard_name :</span></dt><dd>time</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2017-03-07T00:00:24.047500000&#x27;, &#x27;2017-03-07T00:00:24.142500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:24.237500000&#x27;, &#x27;2017-03-07T00:00:24.332500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:24.427500000&#x27;, &#x27;2017-03-07T00:00:24.522499999&#x27;,\n",
       "       &#x27;2017-03-07T00:00:24.617499999&#x27;, &#x27;2017-03-07T00:00:24.712500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:24.807500000&#x27;, &#x27;2017-03-07T00:00:24.902500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:24.997500000&#x27;, &#x27;2017-03-07T00:00:25.092499999&#x27;,\n",
       "       &#x27;2017-03-07T00:00:25.187500000&#x27;, &#x27;2017-03-07T00:00:25.282500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:25.377500000&#x27;, &#x27;2017-03-07T00:00:25.472500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:25.567500000&#x27;, &#x27;2017-03-07T00:00:25.662500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:25.757499999&#x27;, &#x27;2017-03-07T00:00:25.852500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:25.947500000&#x27;, &#x27;2017-03-07T00:00:26.042500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:26.137500000&#x27;, &#x27;2017-03-07T00:00:26.232500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:26.327499999&#x27;, &#x27;2017-03-07T00:00:26.422500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:26.517500000&#x27;, &#x27;2017-03-07T00:00:26.612500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:26.707500000&#x27;, &#x27;2017-03-07T00:00:26.802500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:26.897500000&#x27;, &#x27;2017-03-07T00:00:26.992499999&#x27;,\n",
       "       &#x27;2017-03-07T00:00:27.087500000&#x27;, &#x27;2017-03-07T00:00:27.182500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:27.277500000&#x27;, &#x27;2017-03-07T00:00:27.372500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:27.467500000&#x27;, &#x27;2017-03-07T00:00:27.562500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:27.657499999&#x27;, &#x27;2017-03-07T00:00:27.752500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:27.847500000&#x27;, &#x27;2017-03-07T00:00:27.942500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:28.037499999&#x27;, &#x27;2017-03-07T00:00:28.132500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:28.227500000&#x27;, &#x27;2017-03-07T00:00:28.322500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:28.417500000&#x27;, &#x27;2017-03-07T00:00:28.512499999&#x27;,\n",
       "       &#x27;2017-03-07T00:00:28.607500000&#x27;, &#x27;2017-03-07T00:00:28.702500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:28.797499999&#x27;, &#x27;2017-03-07T00:00:28.892500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:28.987500000&#x27;, &#x27;2017-03-07T00:00:29.082500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:29.177500000&#x27;, &#x27;2017-03-07T00:00:29.272500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:29.367500000&#x27;, &#x27;2017-03-07T00:00:29.462500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:29.557500000&#x27;, &#x27;2017-03-07T00:00:29.652500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:29.747500000&#x27;, &#x27;2017-03-07T00:00:29.842499999&#x27;,\n",
       "       &#x27;2017-03-07T00:00:29.937500000&#x27;, &#x27;2017-03-07T00:00:30.032500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:30.127499999&#x27;, &#x27;2017-03-07T00:00:30.222500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:30.317500000&#x27;, &#x27;2017-03-07T00:00:30.412500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:30.507500000&#x27;, &#x27;2017-03-07T00:00:30.602500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:30.697500000&#x27;, &#x27;2017-03-07T00:00:30.792500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:30.887499999&#x27;, &#x27;2017-03-07T00:00:30.982500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:31.077500000&#x27;, &#x27;2017-03-07T00:00:31.172499999&#x27;,\n",
       "       &#x27;2017-03-07T00:00:31.267500000&#x27;, &#x27;2017-03-07T00:00:31.362500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:31.457500000&#x27;, &#x27;2017-03-07T00:00:31.552500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:31.647500000&#x27;, &#x27;2017-03-07T00:00:31.742500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:31.837500000&#x27;, &#x27;2017-03-07T00:00:31.932500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:32.027500000&#x27;, &#x27;2017-03-07T00:00:32.122499999&#x27;,\n",
       "       &#x27;2017-03-07T00:00:32.217500000&#x27;, &#x27;2017-03-07T00:00:32.312500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:32.407499999&#x27;, &#x27;2017-03-07T00:00:32.502500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:32.597500000&#x27;, &#x27;2017-03-07T00:00:32.692499999&#x27;,\n",
       "       &#x27;2017-03-07T00:00:32.787500000&#x27;, &#x27;2017-03-07T00:00:32.882500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:32.977500000&#x27;, &#x27;2017-03-07T00:00:33.072500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:33.167500000&#x27;, &#x27;2017-03-07T00:00:33.262500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:33.357500000&#x27;, &#x27;2017-03-07T00:00:33.452500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:33.547500000&#x27;, &#x27;2017-03-07T00:00:33.642500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:33.737500000&#x27;, &#x27;2017-03-07T00:00:33.832500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:33.927500000&#x27;, &#x27;2017-03-07T00:00:34.022500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:34.117500000&#x27;, &#x27;2017-03-07T00:00:34.212499999&#x27;,\n",
       "       &#x27;2017-03-07T00:00:34.307500000&#x27;, &#x27;2017-03-07T00:00:34.402500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:34.497499999&#x27;, &#x27;2017-03-07T00:00:34.592500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:34.687500000&#x27;, &#x27;2017-03-07T00:00:34.782499999&#x27;,\n",
       "       &#x27;2017-03-07T00:00:34.877500000&#x27;, &#x27;2017-03-07T00:00:34.972500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:35.067499999&#x27;, &#x27;2017-03-07T00:00:35.162500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:35.257500000&#x27;, &#x27;2017-03-07T00:00:35.352500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:35.447500000&#x27;, &#x27;2017-03-07T00:00:35.542500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:35.637500000&#x27;, &#x27;2017-03-07T00:00:35.732500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:35.827500000&#x27;, &#x27;2017-03-07T00:00:35.922500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:36.017500000&#x27;, &#x27;2017-03-07T00:00:36.112500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:36.207500000&#x27;, &#x27;2017-03-07T00:00:36.302500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:36.397500000&#x27;, &#x27;2017-03-07T00:00:36.492500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:36.587499999&#x27;, &#x27;2017-03-07T00:00:36.682500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:36.777500000&#x27;, &#x27;2017-03-07T00:00:36.872499999&#x27;,\n",
       "       &#x27;2017-03-07T00:00:36.967500000&#x27;, &#x27;2017-03-07T00:00:37.062500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:37.157499999&#x27;, &#x27;2017-03-07T00:00:37.252500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:37.347500000&#x27;, &#x27;2017-03-07T00:00:37.442499999&#x27;,\n",
       "       &#x27;2017-03-07T00:00:37.537500000&#x27;, &#x27;2017-03-07T00:00:37.632500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:37.727500000&#x27;, &#x27;2017-03-07T00:00:37.822500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:37.917500000&#x27;, &#x27;2017-03-07T00:00:38.012500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:38.107500000&#x27;, &#x27;2017-03-07T00:00:38.202500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:38.297500000&#x27;, &#x27;2017-03-07T00:00:38.392500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:38.487500000&#x27;, &#x27;2017-03-07T00:00:38.582500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:38.677500000&#x27;, &#x27;2017-03-07T00:00:38.772500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:38.867500000&#x27;, &#x27;2017-03-07T00:00:38.962499999&#x27;,\n",
       "       &#x27;2017-03-07T00:00:39.057500000&#x27;, &#x27;2017-03-07T00:00:39.152500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:39.247499999&#x27;, &#x27;2017-03-07T00:00:39.342500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:39.437500000&#x27;, &#x27;2017-03-07T00:00:39.532499999&#x27;,\n",
       "       &#x27;2017-03-07T00:00:39.627500000&#x27;, &#x27;2017-03-07T00:00:39.722500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:39.817499999&#x27;, &#x27;2017-03-07T00:00:39.912500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:40.007500000&#x27;, &#x27;2017-03-07T00:00:40.102500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:40.197499999&#x27;, &#x27;2017-03-07T00:00:40.292500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:40.387500000&#x27;, &#x27;2017-03-07T00:00:40.482500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:40.577500000&#x27;, &#x27;2017-03-07T00:00:40.672500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:40.767499999&#x27;, &#x27;2017-03-07T00:00:40.862500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:40.957500000&#x27;, &#x27;2017-03-07T00:00:41.052500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:41.147500000&#x27;, &#x27;2017-03-07T00:00:41.242500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:41.337500000&#x27;, &#x27;2017-03-07T00:00:41.432500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:41.527500000&#x27;, &#x27;2017-03-07T00:00:41.622500000&#x27;,\n",
       "       &#x27;2017-03-07T00:00:41.717500000&#x27;], dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>longitude</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>102.6</div><input id='attrs-6b33522b-5b84-490c-927e-8016677477f6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6b33522b-5b84-490c-927e-8016677477f6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8f4697a7-c56e-4aa3-90e2-9396763de253' class='xr-var-data-in' type='checkbox'><label for='data-8f4697a7-c56e-4aa3-90e2-9396763de253' 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>long_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd><dt><span>standard_name :</span></dt><dd>longitude</dd></dl></div><div class='xr-var-data'><pre>array(102.56416)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>latitude</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>15.18</div><input id='attrs-d265bb52-72a7-421f-9a00-0b23049b4b5e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d265bb52-72a7-421f-9a00-0b23049b4b5e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ab62236e-1370-4f62-a321-a4add1c45815' class='xr-var-data-in' type='checkbox'><label for='data-ab62236e-1370-4f62-a321-a4add1c45815' 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>long_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd><dt><span>positive :</span></dt><dd>up</dd><dt><span>standard_name :</span></dt><dd>latitude</dd></dl></div><div class='xr-var-data'><pre>array(15.18194)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>altitude</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>256.0</div><input id='attrs-98fae781-e9cd-4a00-9926-fc02f123eb0c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-98fae781-e9cd-4a00-9926-fc02f123eb0c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-21ac7405-c32e-4804-a971-93f5f628a1a5' class='xr-var-data-in' type='checkbox'><label for='data-21ac7405-c32e-4804-a971-93f5f628a1a5' 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>long_name :</span></dt><dd>altitude</dd><dt><span>units :</span></dt><dd>meters</dd><dt><span>standard_name :</span></dt><dd>altitude</dd></dl></div><div class='xr-var-data'><pre>array(256.)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sweep_mode</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>&lt;U20</div><div class='xr-var-preview xr-preview'>&#x27;azimuth_surveillance&#x27;</div><input id='attrs-b3759e53-bad7-4644-b029-c4e8c7b70354' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b3759e53-bad7-4644-b029-c4e8c7b70354' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5ff44263-62cd-45b3-997b-f87c773dd01d' class='xr-var-data-in' type='checkbox'><label for='data-5ff44263-62cd-45b3-997b-f87c773dd01d' 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(&#x27;azimuth_surveillance&#x27;, dtype=&#x27;&lt;U20&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>x</span></div><div class='xr-var-dims'>(azimuth, range)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-248.5 -745.4 ... -2.383e+05</div><input id='attrs-89a8189a-f81a-444f-8e85-b758133cc900' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-89a8189a-f81a-444f-8e85-b758133cc900' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7e221ebf-0d6f-4cdf-ba18-42756b91b6d1' class='xr-var-data-in' type='checkbox'><label for='data-7e221ebf-0d6f-4cdf-ba18-42756b91b6d1' 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([[   -248.45826361,    -745.37364429,   -1242.28749769, ...,\n",
       "        -237041.38932768, -237537.17786798, -238032.97781197],\n",
       "       [   -247.40859706,    -742.22464947,   -1237.03918105, ...,\n",
       "        -236039.95586809, -236533.6498407 , -237027.35516884],\n",
       "       [   -246.08264851,    -738.24680995,   -1230.4094587 , ...,\n",
       "        -234774.93581503, -235265.98391028, -235757.0433002 ],\n",
       "       ...,\n",
       "       [   -249.81332999,    -749.43883717,   -1249.06280874, ...,\n",
       "        -238334.18922115, -238832.68174227, -239331.18572929],\n",
       "       [   -249.44071596,    -748.3209968 ,   -1247.19974432, ...,\n",
       "        -237978.6971324 , -238476.44611711, -238974.20655061],\n",
       "       [   -248.78630839,    -746.35777711,   -1243.92771654, ...,\n",
       "        -237354.36016228, -237850.80330282, -238347.25786213]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>y</span></div><div class='xr-var-dims'>(azimuth, range)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>26.87 80.6 ... 2.26e+04 2.264e+04</div><input id='attrs-ef33d7c7-8e42-45da-8147-c3a2ca252f4a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ef33d7c7-8e42-45da-8147-c3a2ca252f4a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-85279d1e-267c-456d-a5d4-0994b5522ed8' class='xr-var-data-in' type='checkbox'><label for='data-85279d1e-267c-456d-a5d4-0994b5522ed8' 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([[2.68664716e+01, 8.05992910e+01, 1.34331945e+02, ...,\n",
       "        2.56319338e+04, 2.56855448e+04, 2.57391570e+04],\n",
       "       [3.52463070e+01, 1.05738758e+02, 1.76230993e+02, ...,\n",
       "        3.36267084e+04, 3.36970410e+04, 3.37673752e+04],\n",
       "       [4.35505012e+01, 1.30651303e+02, 2.17751837e+02, ...,\n",
       "        4.15493177e+04, 4.16362209e+04, 4.17231262e+04],\n",
       "       ...,\n",
       "       [6.82760687e+00, 2.04827891e+01, 3.41379294e+01, ...,\n",
       "        6.51387237e+03, 6.52749659e+03, 6.54112112e+03],\n",
       "       [1.52527138e+01, 4.57580709e+01, 7.62633343e+01, ...,\n",
       "        1.45518382e+04, 1.45822744e+04, 1.46127113e+04],\n",
       "       [2.36365990e+01, 7.09096880e+01, 1.18182632e+02, ...,\n",
       "        2.25504766e+04, 2.25976425e+04, 2.26448095e+04]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>z</span></div><div class='xr-var-dims'>(azimuth, range)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>262.5 275.6 ... 9.88e+03 9.907e+03</div><input id='attrs-5c6827d3-dad6-4a0b-a042-a2ea9cc77d72' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5c6827d3-dad6-4a0b-a042-a2ea9cc77d72' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e683f70b-4c4a-4775-8697-93832b272205' class='xr-var-data-in' type='checkbox'><label for='data-e683f70b-4c4a-4775-8697-93832b272205' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 262.53202205,  275.62047557,  288.70890933, ..., 9852.30935174,\n",
       "        9879.67248753, 9906.54319519],\n",
       "       [ 262.53202205,  275.62047557,  288.70890933, ..., 9852.30935174,\n",
       "        9879.67248753, 9906.54319519],\n",
       "       [ 262.53202205,  275.62047557,  288.70890933, ..., 9852.30935174,\n",
       "        9879.67248753, 9906.54319519],\n",
       "       ...,\n",
       "       [ 262.53202205,  275.62047557,  288.70890933, ..., 9852.30935174,\n",
       "        9879.67248753, 9906.54319519],\n",
       "       [ 262.53202205,  275.62047557,  288.70890933, ..., 9852.30935174,\n",
       "        9879.67248753, 9906.54319519],\n",
       "       [ 262.53202205,  275.62047557,  288.70890933, ..., 9852.30935174,\n",
       "        9879.67248753, 9906.54319519]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gr</span></div><div class='xr-var-dims'>(azimuth, range)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>249.1 748.9 ... 2.389e+05 2.394e+05</div><input id='attrs-4b18349e-0637-4fdd-9f88-35c23978a7b7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4b18349e-0637-4fdd-9f88-35c23978a7b7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bce1d788-a1a0-46aa-a14a-73686d075dea' class='xr-var-data-in' type='checkbox'><label for='data-bce1d788-a1a0-46aa-a14a-73686d075dea' 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([[   249.08639106,    748.89846713,   1248.70900704, ...,\n",
       "        238422.36716585, 238921.04583283, 239419.73596998],\n",
       "       [   249.08705925,    748.89913385,   1248.70967348, ...,\n",
       "        238422.36783185, 238921.04649883, 239419.73663598],\n",
       "       [   249.08865764,    748.90072875,   1248.71126768, ...,\n",
       "        238422.36942501, 238921.04809199, 239419.73822914],\n",
       "       ...,\n",
       "       [   249.08857748,    748.90064876,   1248.71118772, ...,\n",
       "        238422.36934511, 238921.04801209, 239419.73814924],\n",
       "       [   249.08701243,    748.89908714,   1248.70962678, ...,\n",
       "        238422.36778519, 238921.04645216, 239419.73658932],\n",
       "       [   249.08638426,    748.89846035,   1248.70900027, ...,\n",
       "        238422.36715908, 238921.04582606, 239419.73596321]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>rays</span></div><div class='xr-var-dims'>(azimuth, range)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>276.2 276.2 276.2 ... 275.4 275.4</div><input id='attrs-d3a9f0c2-4d0b-49fd-a251-7ecb5f9b9a71' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d3a9f0c2-4d0b-49fd-a251-7ecb5f9b9a71' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-460fbcf6-a6f2-4005-ba9e-9b37d4d11f13' class='xr-var-data-in' type='checkbox'><label for='data-460fbcf6-a6f2-4005-ba9e-9b37d4d11f13' 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([[276.17156982, 276.17156982, 276.17156982, ..., 276.17156982,\n",
       "        276.17156982, 276.17156982],\n",
       "       [278.10791016, 278.10791016, 278.10791016, ..., 278.10791016,\n",
       "        278.10791016, 278.10791016],\n",
       "       [280.03601074, 280.03601074, 280.03601074, ..., 280.03601074,\n",
       "        280.03601074, 280.03601074],\n",
       "       ...,\n",
       "       [271.56555176, 271.56555176, 271.56555176, ..., 271.56555176,\n",
       "        271.56555176, 271.56555176],\n",
       "       [273.49914551, 273.49914551, 273.49914551, ..., 273.49914551,\n",
       "        273.49914551, 273.49914551],\n",
       "       [275.42724609, 275.42724609, 275.42724609, ..., 275.42724609,\n",
       "        275.42724609, 275.42724609]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>bins</span></div><div class='xr-var-dims'>(azimuth, range)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>250.0 750.0 ... 2.392e+05 2.398e+05</div><input id='attrs-3bbed933-0ae4-4ab3-b3a5-a0ddbf664150' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3bbed933-0ae4-4ab3-b3a5-a0ddbf664150' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a4d3c18d-b5e1-404e-a83d-2d1357c2a0ef' class='xr-var-data-in' type='checkbox'><label for='data-a4d3c18d-b5e1-404e-a83d-2d1357c2a0ef' 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([[   250.,    750.,   1250., ..., 238750., 239250., 239750.],\n",
       "       [   250.,    750.,   1250., ..., 238750., 239250., 239750.],\n",
       "       [   250.,    750.,   1250., ..., 238750., 239250., 239750.],\n",
       "       ...,\n",
       "       [   250.,    750.,   1250., ..., 238750., 239250., 239750.],\n",
       "       [   250.,    750.,   1250., ..., 238750., 239250., 239750.],\n",
       "       [   250.,    750.,   1250., ..., 238750., 239250., 239750.]],\n",
       "      dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-5f3f84c1-73c4-407c-9b59-5892c268855f' class='xr-section-summary-in' type='checkbox'  checked><label for='section-5f3f84c1-73c4-407c-9b59-5892c268855f' class='xr-section-summary' >Data variables: <span>(1)</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>DBTH</span></div><div class='xr-var-dims'>(azimuth, range)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>57.0 59.5 38.5 44.5 ... nan nan nan</div><input id='attrs-a9fcbb84-9e8e-4915-b000-20001f0f0572' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a9fcbb84-9e8e-4915-b000-20001f0f0572' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5814ede6-ef92-47c5-8f7e-80cb8c55f51b' class='xr-var-data-in' type='checkbox'><label for='data-5814ede6-ef92-47c5-8f7e-80cb8c55f51b' 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>long_name :</span></dt><dd>Total power H (uncorrected reflectivity)</dd><dt><span>standard_name :</span></dt><dd>radar_equivalent_reflectivity_factor_h</dd><dt><span>units :</span></dt><dd>dBZ</dd></dl></div><div class='xr-var-data'><pre>array([[57. , 59.5, 38.5, ...,  nan,  nan,  nan],\n",
       "       [58. , 59. , 41.5, ...,  nan,  nan,  nan],\n",
       "       [59.5, 60.5, 43. , ...,  nan,  nan,  nan],\n",
       "       ...,\n",
       "       [58. , 63. , 40. , ...,  nan,  nan,  nan],\n",
       "       [59. , 63.5, 38. , ...,  nan,  nan,  nan],\n",
       "       [58. , 60. , 37.5, ...,  nan,  nan,  nan]], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-fc4e11d0-65de-46e2-8d50-2c91e487b248' class='xr-section-summary-in' type='checkbox'  checked><label for='section-fc4e11d0-65de-46e2-8d50-2c91e487b248' 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>fixed_angle :</span></dt><dd>1.5</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:     (azimuth: 187, range: 480)\n",
       "Coordinates: (12/15)\n",
       "  * azimuth     (azimuth) float64 276.2 278.1 280.0 282.0 ... 271.6 273.5 275.4\n",
       "    elevation   (azimuth) float64 1.5 1.5 1.5 1.5 1.5 ... 1.5 1.5 1.5 1.5 1.5\n",
       "  * range       (range) float32 250.0 750.0 1.25e+03 ... 2.392e+05 2.398e+05\n",
       "    time        datetime64[ns] 2017-03-07T00:00:24\n",
       "    rtime       (azimuth) datetime64[ns] 2017-03-07T00:00:24.047500 ... 2017-...\n",
       "    longitude   float64 102.6\n",
       "    ...          ...\n",
       "    x           (azimuth, range) float64 -248.5 -745.4 ... -2.379e+05 -2.383e+05\n",
       "    y           (azimuth, range) float64 26.87 80.6 134.3 ... 2.26e+04 2.264e+04\n",
       "    z           (azimuth, range) float64 262.5 275.6 ... 9.88e+03 9.907e+03\n",
       "    gr          (azimuth, range) float64 249.1 748.9 ... 2.389e+05 2.394e+05\n",
       "    rays        (azimuth, range) float64 276.2 276.2 276.2 ... 275.4 275.4 275.4\n",
       "    bins        (azimuth, range) float32 250.0 750.0 ... 2.392e+05 2.398e+05\n",
       "Data variables:\n",
       "    DBTH        (azimuth, range) float32 57.0 59.5 38.5 44.5 ... nan nan nan nan\n",
       "Attributes:\n",
       "    fixed_angle:  1.5"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "vol[1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.contour.QuadContourSet at 0x14c1ea550>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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WfwPQaKe/oYPpGeuIyFnAEGB/F9vyeDyefkFvhgpFZKGI7LBCuM/aaXPs51dFpOpknMPJoi9VhQLcDjyrqt8KzVoPOJXfR4Bfhaa/3yoFyzEijMdtODEhIm+12/xw1jpuW7OB39lxsE3AdBF5nRVlTLfTPB6P57RCRMYBH8cI0SYA7xKR0cAO4CrgkT48vOOiL8f1pgAfAmpF5Ck77UvA14BfiMhHgReBOQCq+hcR+QXwDEaR+ClVbbfrXQ/ciXkA+Y19gTGMPxWR5zCe1vvttvaLyFeAJ+xyS1V1/0k6T4/H4+kxvZjHdT7wJ1U9DCAivwfeo6rfsJ+P/yD7iD4zXKr6RzoeawK4rJN1lgPLO5heDYzrYPpRrOHrYN4aYE2ux+vxeDwDlB3AchEpAo4AVwLVfXtIJ8aZqKT0eDyefk8PaxXOEZFZocm3qeptAKr6rIh8HZP20wY8jYlaDVi84fJ4PJ5+SA8N172qurSzZVT1dszQCSLyVTJTiAYc3nB5PB7PaY6IFKtqs4iMwggy3tbXx3QieMPl8Xg8/ZBebmtynx3jehkjbPubiLwH+C7weuDXIvKUqs7ociv9BG+4PB6Ppx+Sq+HK5Sauqm/vYNr9wP09Pa7+QJ9XzvB4PB6Ppyd4j8vj8Xj6ISIwONr9cnkp4NWTfjj9Cu9xeTwej2dA4T0uj8fj6Ye8JlePq50zzuPyhsvj8Xj6IfIaODsHw/Waoyf/WPobPlTo8Xg8ngGF97g8Ho+nPyLAoByWazvZB9L/8IbL4/F4+iOvAXIIFZ6JnSR9qNDj8Xg8AwrvcXk8Hk9/JNdQofe4PB6Px+Pp33iPy+PxePojuY5xnYHuhzdcHo/H0x8Rek2cISIVwD2hSW8ElgBbgNWYoOQrwCdV9fEeHukpxxsuj8fjOc1R1TrgQgARyQP2YirD/z/gy6r6GxG5EvgGMLWPDjNnvOHyeDye/shrOFnijMuA51X1BRFRoNBOHwI09nhrfYA3XB6Px9MfyTVUaMa45ojIrNDU21T1tk7WeD/wM/v+s8AmEbnFbmlyjw9TZAOgnc1X1VmdzTtevOHyeDyegc+9qrq0u4VEJALMAr5oJ10P/Juq3ici/wrcDlzew33fYv+/CvgH4C77+QNAQw+3lRNnoB7Fc6axjEV9fQgeT89xocLuXj0LFf4z8KSq7rOfPwL80r6/F7i4p4epqr9X1d8Db1bV96nqBvv6IHBJT7eXC97j8pyWrGABAEW0Uk6SNcyllSIAbmRVXx6ax9OXfIB0mBDMmNY/YtSF7wB2n8C2Xy8ib1TVvwKISDnw+hPYXqd4w+XJmY1MI0qSJFGuYHNfH06XJIgRIxEYqwrqmMZmyvY3wTBvuDwDgJ6NcXW/OZF84J+A60KTPw6sFJGzgKPAJ3p2kBn8G7BFRP5qP5dl7avX8IbLkxPrmUEEYxBmsamvD6dbIiQBKKOBUhqJkKSWSsqH9Vw0dS9mbDlGghgJ+2+MOazv1WP2eDLo5SK7qnoY7JNcetofgYk9PbROtr9RREYDY+2knaqa7I1tZ+MNlycnkkRJEGMu6/r6UDplCYspooUYbcSJkCDGU1wYGJiVXBd4jdPYlvN247RQRgPlTU1wEHA/xQm9fw4ez0DFenQ3AOeo6sdFZLSIVKjq//T2vrzh8uREX3gXy1jETYFgqWuWsJgISaKkSFmjBTCUAwAsZgkjSQHGCOfCWmYDECNGHRU0lJQRKUmRIEYrRczt4fl4PD1i4BXZvQOoAd5mP7+EEXx4w+U5vdlKVRCOi1OZ83pLWc4KFpAgxmzWUX55E0wBrgHKV7GcbpXCASu5jipqmEpDYASTRGglTiOl/drr9JxGDLxaheeq6vtE5AMAqnpERORk7MgbLk/vUy+wB1ouLSBOokerVrbXAlC4I8WUwhq2ltcyheou11nGIspp4MaL7uPl3XB2FFMDoBhYBEQF7u40P/IYFnKrebNTYGzu63k8ZzgpERmMTUYWkXNJB9Z7FW+4PL3CemYw4/CDREM2Jt7UBiU9207hiym4ExMieT+BKrAjFrOEJYe/wk2rga3Ai3ZGlf2/GRgCLz8AZ48X+BWsLP8ECWIcIb9TL+xeZlFFNeVJ0P2CDPPGy9MHDLxQ4X8CG4GRIrIWE/OYdzJ25A2X54TZyDRKaCGRX0CUNuPtFGIyQmqFe6fPzGmMbCPTuAJMJTWAcqWrWjHL133FCHiHAFcCU+Dsg8AgePJLporoFUPg7NHAN832FuZwPnPqNxijB8hu2DspziZmcC1rc1i7ZyxhccbnpSzv9X14PKcCVX1QRGqAt2LM7kJVbTkZ+/KGy9MrNFHKRdTCpXbC0wJRODQlwhzWs5MyxtLAE1Syi4pOx4k2lk/livLccsQ2zp5qZOk7N8DDwEHYtxRqgSN2mbOfhfUl0+2nGdRTxh5Gcgs3db7hcoUdYkKNxTCCFq7N6Yh6zlKWs4xFRK1wZKVNe+nOK/ScAfSyHP5kIyIPq+plwK87mNareMPlOWE6SkbePmEM1VQRJUklFcRIwU6hdGyRMXA5bqe7/d7LLPPj3gPshuFXmhdDgEHQUlJAxBqFBLFujdah9iiFD6SCMGNyeG73juNlMUsYbI8NoMgqI+M0ECEVCE68J3YGMkBChSIyCMgH4iLyOsyRg4m7lJ6MfXrD5TkpjKeO8ZjxogbKTNLyWBgRXuj79u97FLADiMK9N8wkZgUduRiyOaynvryU8uua4HfAHzH/HwQug0h7isq8WmqYyBzWM6eb7RX+LBV4WjoO7si/hvk9OvPccPL9YhLEaAPMeF6KKCmbM1dKI0W0EiHJChaQJJJzeoDHcwq5DlNlvhQjh3eG6xDw/ZOxQ2+4PCeVTse2dtq/7Z9hniqrYOPXpvbIaAFsZjIRSomUpxjR3Go8LTBu0hSIJlPckf/etFKwM94pxtgBVAL/Dg3DSpjMNrZSFVTLaKSEVuIcZjCpkC+2ihtzOl6HCxEmiBElRYRUcO6Oeso4Qn6QixYlxTIWcYChXYc6PacHA0QOr6orMWWjPqOq3z0V+/SGy3PKqaeUotERCnenjLcF8DU1woxuWMwSkkS4pf4/4FaYNgT0Orh12DXM/+IdZmwN2DuhiE3MoJUikkRYzBKWs5QVLMgosruW2cxdd19atDsc43EdIggxgvGGXKgxQYxbc5J5dI3znu5lFikixEiQsmnUAHFa2UN+UL6qmeEnvE/PACLXWoX9ZIwLeFVEhqrqAQAbNvyAqv6gt3fUp4ZLRNYA7wKaVXWcnTYMuAdToLEB+FdV/Zud90Xgo0A7sEBVN9npEzEi6sHAAxg1i4pIFPgJphZXK/A+VW2w63wEgsfWZar645N8uh5LOY1szJtG0cwWLprZ8XhXRyxjER/jbsrnNZkgRDGwEGSYpsN5E5TNTCZJlKi94ZfSBMBq5hEhEgggYrRRRa3xtJw6cSEwEvaWF7GLMSSJ0kAZSSLsYWTgZV3HSoATMmArWECMBBE7vpVd0SNGggt4Jhj/KmYfrcS9t+Xpr3xcVYPQoKr+TUQ+DpxehgtjbL6HMS6OLwAPq+rXROQL9vPnReQCTOfON2Fiqb8VkTGq2g78EFPV+E8Yw3UF8BuMkfubqp4nIu8Hvg68zxrHmzEZPwrUiMh6ZyA9J5/jqS5/E7fAt74JD8DLSTh7FGg0HVB3hOsQugK5KSJESdJCGc0MJ0mE93MP4+/aZWT784EpRoyxPn9mYCwaKKOdPJJEAFO8N0LyuI2HM5pRUnYPkKAgGOeKkiRiy1aFja87nuxwouc0JldxRu7V4YcCPwLGYe571wIzMBXi/88u9iVVfaCHRxociYiIqroE5DywP5xepk8Nl6o+IiJlWZPfDUy173+M6RPzeTv957bacL2IPAdcLCINQKGqPgogIj8B/gVjuN6NSYoDWAd8z5YgmQE8pKr77ToPYYxduE+Np79xl5hHD+DsIcB76DA5eAErGMoBWxXe3PCjJGmklCpqqKAuXTC30rz2TihiAzODsaxIKOE/j3aipILST1FSXMfKLr2t61hpjVMi2EaEJHE7zYUhXZsYZ6BcMeMoycCIldJIkiitFNF4ckRanjODlcBGVZ1tOyHnY+6F31bV3lD9bAJ+ISKrMYZxPiYhudfpa4+rI4arahOAqjaJSLGdPgLjUTlestNetu+zp7t19thtvSIiBzFl/YPpHayTgYh8AtujZtSoUR0t4jkVfF+M8tCVL7wGuDrTaBlp+WGKMR5NkggtVqkXNkTlO5uC9zoS1g2bSQNlHGAoYIyMWydCkhTRwPC47URIBspAIEOoESPBeVmHHwkMU4QyWgNDFR5HMwYz/dm1UWmkNDCaMRLBeJ3nNKcX87hEpBCTZXkNgKqmMCWajv/4juXzGIXh9Rh/8UGMh9fr9EfD1RkdXWHtYvrxrpM5UfU24DaAqqqqM772z0qu616h14tspYop368xRsuVkxoHDDJlpmbd9aCZNgr+5dJxbGGaNS+RILxXRgNgmklOub3GjGddBVtLJpIiQgNlJIiRRzuQNjLRkBEBaLd3COd1QXr8zIlA3PwUUYpoydiGa27pvKY4LcRIUGC9sqhdP0GMFJGg3JXxFktIEPNy+DOJnuVxzRGRcKGZ2+y9y/FGTDjwDhGZgJGtu5DBp0Xkw5hf2OeOd8hEVV8VkTuB36lq3fFsI1f6T13hNPtEpATA/m+L7/ASMDK03Bswbadfsu+zp2esYzt8DgH2d7EtTxYruS4Yl1l5As1MVx9PybLbhSk7a9J1CI0rZZSIv4Tx8iANH8KMlP4y7aFEbTZUiijltsJ7FdVMuavG5HkdMkarjgqqqQoMjjNM4VyqRDASZShmHxfwLCPZkzHeFCNBnNbgVYSpdOOMlQkPJoN9OY+rhTgNlAcem8vfKqUx6OC8ncpg/mKWsIhlPb+WntOde1W1KvS6LWv+WcBbgB+q6puBv2P0Az8EzgUuBJowxdGOC2s4n8KGB0XkQhE5Kf2Q+qPHtR74CPA1+/+vQtPvFpFvYcQZo4HHVbVdRBIi8lbgMeDDwHeztvUoMBvzJKAisgn4qpVrAkwHvnjyT21gsYIFQDRDPt4Tb2szk2khTpwWIpR3uMxGplFJLXfzwfR+/suUiyKJMUpJzJPnQsyjxxz44W4YBkwC40F9AFqJ00IR87mVSHuK1rwiGihj2hceZevXjf2bsgS2f3GMlbcXUEQrYEQYzuNqJ4882mknjxaKgrGsJSwmTiulNJIgRj1lJCjIyMPKHqvCii6SRInRZpc0Xh5Apa0i0kAZjZQG4cByGoJthA2kC4EuYTHt5PmQ4elM7+ZxvQS8pKqP2c/rgC+o6j63gIj8P06sd9bNwMUYXQKq+lS2hkFEVh272jEcUtUu1U99LYf/GUaIEReRlzAn/jXMAN9HMc/ZcwBU9S8i8gvgGeAV4FNWUQgmpnonRg7/G/sCuB34qRVy7MeoElHV/SLyFeAJu9xSJ9TwpMmu1JAi2mFzx/XMMJUxAB4UY1z2wNR3gBwEmmHapMyOw7pfkPuNIoZxMG/SHXD7d02hwUGk5enFUP+1EmOAHnuUey6E5zB/AHMHQeFCeOJr49jEDG66/ptM+WUNTzabJxjzANlEG8bIDQO4yng1dVSQIEYzwwMjVcw+UkQ5wNAMo7CCBRTRygxM9MONOcVpDcaknEFy7yEtvAh7bc4IFdFCiiiPcTEX8CxRksRIkLRjco2UUkktFdSxiRnBem5bbuxtMUuC4/dGzNMZqvq/IrLHdiSuw5SyfkZESpymAHgPJih/vLyiqge7GTd7N7Ckm+18AbqW7fa1qvADnczqsCijqi6HY4u2qWo1ZuQje/pR6LjKj6quAdbkfLBnIGED5XKgwt4XuMoVUVN5IonximxeVOuwAuIHTbX4Q+1RCvOStBAj/mAbsttuYBCwA+KD2tKVK1w/rS+aIcV1LODGS77Lk1uNDGoqMOUySK6HJflfYuldX+WirTvgYbin2Rg2ME8xhN6/oFP5Hyo5wFCSRHgzTwGZUnOXZFzMPpaxyIo00kYpe/kSG2FuJZ5hsNxyrhHlAYYGAo9SmoiSopnhjGQPrRQRIUk5DZTSSD1ltFgF4WS2sWj/d0kNglX5n+EI+RlCERdCdN6i5zSi9xOQPwOstYrCv2JajqwSkQsxY/wNcALjAbBDRD4I5InIaGABsC1rmW93lzMbioR1Sn8MFXr6GW58KhwmXM08JrONCDGmXf+omTgEE8A9CDunn0OMNurLjVJuhB3zSRKlZTrEm9vSy49VWoixbcJkZj3yIOsvnZ724DYIN0bh5R1w3iB4y5XAQlhx6WdM8dm7vmr0oUfh0J60YQvLTN+mBdwRGmMbyoFAsBHucOzGn4ox0ZNscUYdFYFRAjM+1UI8+BwPnaMzWm6bgznMEfKB9FicE3Ek7TGU00CMBFXUWK9wDOt4L1XDjIR/JuupZTyPcTHt5DGYwxnGy3Oa8Rp6tciuqj5Fulud40M9Oqau+QywGPMIezdGHp8xIKuq3+lsZRGJqmqyq2Uc3nB5usQIMiIZRmsZi5jPOpJEGf/0LhPWKwa+ChyFrZMmEiEZeCHhhOARtJg6hVVQP7aEcuuxxElQz3VwaboH173MYk4x7Jx0DmPXv8DZwMZLp1LNRA4wlC/wdRgEh/49QuGdKQrnw8zfYYzhOFg51jSN3A1BHpYTPbjxqAQximglQQFA4B0N5QBJItY7SkvXXSJzNgliGUbMLQ8mxGoqvpvxNFNMN0IFuwLlYJIo1VTZtOMUU9nMDOqJkmIbk2mkNMjjyucI7eRxhHwGczjwFL1M3tNX2GTj9ap6OWQ1mctcrgmT5HxHB7MfxQhIut+fTXL25EBVVZVWV3fdRv50wogz0vLwhdzKChYwg02UtTeQyIsx4ulWI6IdDXsvLWIbk4mSDG7C4XDjEhYzm3UU0couxvBrrgwKyGaPmy1hcXBDXsryQIwwmMMAgfeSR3uGeGEy22iklFoqg+nO60kRJUaCopDAwoX9nuF8hnKAOK2B3N2tn95ONKOWYNiAhcexnCflrp2rigFYoUoqKNgboy1INE4Qo5WiwHDOZD2l7U3U5Y2hxj4oP8e5gSforl14f+CbUfYXRKRGVbM9nJyZOFa0JodCdFffDGs3cYGqPnu8++oNrILwQ6p6sItl6jHahf8DPhpeVkT+bBWP3eI9Lk+3uJviSq4jgrlJN+aZKumJCQWUjmuiIa+MaqpopCS4vYeN0TIWAVE2MYMEMdrJCyTrQIZKbhmLiAAHGMpylmZ0CXYGC4zRcgYoSYQj5HMP7wPMTd0ZEydzd2NDkC6aC8YzGskemhnOcwzlAp4Nwn5FtAYGtJWiwMgAGZ5YKY20EA+SiFttAnPUemluHaeyBJMD5jwuc50jlNJIJbXM2L+FhmElbMmbGuwjQQHDbXZI2FBGQ56da4ECHDMe6Rlg9HKo8BRwFKi1lYj+7iaq6oLQMn/DRPMXA38WkWtVdYtbNNcdecPl6RATIoyG8o5Swf/OU2mgjJlsIJUXYTNTg3BitvLQGC0y8pgcYS/qJm6x1ShMJfRV3MgilgWmKkmEfNvbuJ08IjbUF95uhGQQSgsnCjvPzCkBXTV2gBZrxM7leRIUBFL1Wawn0p6iMa+EFEUU0RoIMJzX5eT0YBKcE8QCb8+NYIWXBwLZeylNwfrOgJkyVSlkN5TTRMukInZREaxbZKtuREjRQFlgiJ34Izwut4hlviCv51Tya0LdjzvD1jJcJiIPAj8Rkf+mGxVhNt5weY7BJRqHQ1Cm5YZJ6AWopZIiWqlhIgliGWNg2eHBCGlvoCMhQYpoEA4E41W5/lZRUrSTF+QztYceL12i8GGKgxu2M2zOaDmjCGmjABxjMOK0Bu8rqGOqSUUhlRfJKMWUJBq8d+E9c5zJwBBGSAUhQcj0jty1dP+HvT4gSDaunjQxwwiFS0GFjaZTJBazL2M/+zCV0rzxGsAMoLYmdozrQ3aMq8tF3RtVfVxEqoBVmHJ+RZ2ulYU3XJ5OcaE8U+Q1khFmiwR5R1Hmsq7TbTj1nDNazvB0JCI4zOBjbrItFFkvKT2eFPa8OtqGO/ahHAj2W5SVc+XKPLmw5WAOByHOBDFqmBh0H842tmFpvDvHiC3i6wQgTvhhjiWZsY4xoMlgWy55uZZKKqnF9eWKWGFGuIRUeHlj+AqCsbsYTYHIZCR72MNIoqS8aMNz0rGFIA6LyJCuxriAP2et1wZcKyKzIfeSMN5weTJw3pbzoJwXZG7ITaEcJlMFoo6KjhPlMJL5GHAjHQmIjqUjz2Ake0gRDcZ2DjDU9qSazzxWcy7PESEZjH2liGaIFvZRTD5HrEEqCBmTlDUesUCZ5ypguMThRkoD9aHzrsLjVeEEY1dnMDvpOBwiDHtgUSuBd7lgKUz19zrGUEVNsG8jJskMOZr2LHGrcEwRo40EBbbqRpvdhxkPu5FVLGExS1jsRRsDjQHSATlEt2NcqnptRyuq6jro4gk4C68q7AFngqqwsyK6bsB/hs2v2sZkWigKQognQwjglIUu7JckwvOcF9QBHE5zyAuM004eI23R/xaKArk4pMfoXEkld4NPYSrIh2XvDhdOdN5TOBTnxprMNjNVhmFjlR0mLKOeivZdFL6YIjkcqvMn2rGqtIoRCMbZwtPCHmN4P85DawlMXFpFCZnFgVNEgzCs5+RywqrC8aI1m7pf7upPw9pf9gtV4Uc6mh5OOBaROPApjEhjDbACeDvwPHCDqj6fy768x+XJoCujVUV1kJ/lPLA4Lelk4V7G3bRdGaZ8jgSGCQjCekCG0WqkNKg3mF2lPdxSxHlQUTsmBUb15zwdRzIIxSWO8aDCeV1uuQJrzJ1H5co7uarwdXljoBza7NhZqc1lc/OdZN8JSJzBMiHaY2X6kPb0nIYxfF2SRGi15xXh2Bw0j6c3UNUf26ocY+ykOlV9OWuxuwkSaHgcuAPTJ+ztmBJ9U3PZV/9xMj39knAu17T6R4Pa5zESwQ13Sef5hkBaVdhTbmRV0CPLhfYiJAMPopnhgUAjj3YaKaXFjr+BuWm3k0eMNiKkC+GG6/5FSFFhaxAmiFFBXeDBuKoaCWJMe/pRpj32KFGSgYgje6yro8RkMN5gI6WkiLCLChooZxcVgaEqsaKRIlqDEKXbhzNAzog5AwXpChzu3FxytSkE3ESMBHm0k88RYiRYxY1eqDGQeI3p8N3dq7/cxUVkKqaf+PeBHwC7ROTSrMWGq+qXMOWgClR1haruVNX/B/bHngPe4/J0ignVGaM1g00wyLwvsR15U0SotyGtzujIaK1nBkCHntoKFrCPYlqJW08pHeo6kPV3HU7ydQIFhxNwGNGEyS0ropVGSonTEuR+hdV6poJGLMMji9PCGHaZBQbBtKZHaSkpCCTtzpMLhyxdxRDXtTjsIWWrGd06bn9mW+kxrbByMZwIHZ4WHndzSsVoYOSHZhyfZ+CgAqkc8rja+4Gq0PJNYLrrxSUiYzBd5SeGlmkHI4kXkZas9V/NdUfecHk6xI0vOcbe/gK8CKVfbqKBsowwnhv0X8AKIiRzeqp/hLfzCMuCMZclLLZquwjDaQ6MkhuXMaWZWuxN2bUQSWXkb4GR0rvcLkjf7KMhj8RsNy3tn/VB24zyGtg4fWoggHDGo5ESRtBqenklIT6ujfiOXTAa6meW4GoNOpzxcC/n6TlvynlPJTQSt8bSiTGckQ17b84wOYOUXS/RnU92V2WXDtDM8OD7WcWNQado35TS08ucHW4gqaq7ROTsrGXeaCtsSOg99nPHvY86wBsuT5cksRXha01fulh7gsY8E+JqpYhSGk1NQdZ3+FTvbo6LbSeD5SxlFpsyjJarlJEtZBhOMwcYyi3cFDRPdCHDcH6WO07X3sMtBzCNLYHQwYX+nOFIETHV3ZNAFFqmFxAjQQV1xG9vMxqp0YCtf5icB9GDmII1o81+y29uMq1Oo/DEd8aRIMYVO7fAbtg8822Akb+X0UCSCA2UE65r2ERphujCKTfDHlRH7VGckQpX8nBenisn5RjKAQ4zOJDGh7s9e/ovr75GSEaz7/sdLJf3Crk4KyLSACQwXs8rqlolIiuAmUAKI5CYp6oHjvOQq0XkduCn9vNcTKflMO8Ovc9+csr5ScobLk+HuGoUQQ7TDqAYCnekiE1I0EAZSSLMZAtRkixhMdGsnlCugsYSFpMHQZJxOF9rASsYapOT3Y35AEM5l+eIkmIfxcxlDUWhsKCTyEO6BFS4QsYkHgvCcs6YFoW6EjdRaseTjLdWf5+5yTdQRoktIRV/R5sxSAeBKUAUIkeBr5PuF4Z9/6L5/6KdO2AIbB07kdTYCNM2PAoHYfvVY6ilMrguFdQFRszleDmPKSy/BwLxR1gEEg5vdofpohzNSGZexY0sYEXO2/CcVkxT1XCI7iHgi6r6ioh8HdNQ9/PHue3rMYrBBRgP6hHMWFeAqv7+OLedgTdcnk4JQknXi7mJDzEfo9aoLXzsNtNra3SEWF4iQxIfHttayvLAYyqihaUh5WK20u0AQ4OGji4naygHMBUyBgf5XM6oFrOPVuK4uoBh8UUtlcE4lKkyYUQSc3ZuMF6WNT7JSiNLD4fuSGKi8+7QoiA7gPnAA6R7h9lK9BSDLUPPFGrYXjIGRplp4x/ZReJSk5hcRwWtFFFAgjLqg2N142LZ1TbCY1yuzmFYFOKUjY7w2JfLS0sQCwy8qyJPlnfr6X8oQiov0u1yr8qr9GB4KHMfqg+GPv4J0yn+eDkLWKmq34KgmkZGJpqI1NJFTUJVHZ/rjjyernkRKARGw/YJY2ik1IwPbQXeA4V5yWMyg5xYwoktRrKHFSwgQlqFeJjB5NPOAYYykj0kML2wwjlXrlQUpMs5ZZehaicP1zrEKQvjtFJJbVA30I3LVVFtfkov2gMdBIn8AqZsqEGnwLZhE5ny/Roj2L3ELrObdEfmHcCVoenVZhsMAh4214M7YXzhrvT8Spgyugaaoby4iY0lU60SMGlDl9FAMRkNeVoFJKxRzhzzMtcmGvzfUf6YqzoPppxVo92HKz48lAPBmFcYn6jcf1Ak4zvtjHbzNzNHRGaFJt+mqrcds0l4UEQUuLWD+dcC95zAIT8MXA5BO4TBwIPA5NAy77L/f8r+Hw4rZsb/u6CfCCk9/Y1jBu6HA9ekc41mHH4QhsCy8s8Badk8mPp4bqzpRlYFlSz2UUwzw4N5zhC5/CtXYipc3SL8v8tJcknE2XlcYIzZgvbvMv+RO6k6bMLrrr7gGFsE99CoCC3TC8w5vQjxy9ugGOR+mLKzBi6BJ++Eho9hDM8HMEarGvPTNAdlXg8DtcA+O/8BYCRwFbR8p4D6P5aw/Ydj2F4yhp0TzoGDcMXTWwJjHK7s3mbPZXzTLiYffpQmK4t3CsTOah8mrWQjm/B0FyaFdFmsCEmuYyWQHoN039/xpjB4+ox7VbUq9Mo2SgBTVPUtwD8DnwpL1UVkMfAKsPYEjmGQLeEEBOWc8sMLqOoLqvqCPZZ/V9Va+/oCWLlxDnjD5emSvcThKmC5CQk6GvNLqP9oCTESrGZecCN2IcHBHM6o4LCQW9PjZaRzrJayPPA6EsQ4zODAQLlCsWButkM5YAOIxsA5yXxYqOHk5i2XFnBH/jXWa3PlldpIEKNwd4r49W3wHYyxGYnxpKKwfewYWiaYen9lU+z8WXa+E2Y0Ayvh5X+FO7fCsz/D9JX9EeZaWe8r/mAb5Q82UXF4V3B828eOYeuEiYGHOP72XUy5vSZDPv9EyTha8k01+jIaApl+mHB40OWcufEx99m9WigKrtuBkDze9R9bwmIGc5hlLApCjHD8+Xee3kGRY77Ljl6v5ngbV9VG+38zcD9wMQQVL94FzNUTK6X0dxEJGkGKyETopKgovFZELgktOxl4ba478qFCT5ekiNDy0QKjshvtOv0WsZlpuIKuYbFAPkcCBVuSCItYRjRUcmhoSPnXYj0JVxXD9ehymLEpU3XiPEwlmOc4NxjnCldXd15digib8mZkjBdNZhvjm3bBVoys/UWMZ3QUEw58ETgETDHeDs0Q+zsmp38pvJyEswsxBukyjJc1BM6ugmtGY8KDQ+zrIDAaWiYUpBOF2xO2UHGUBjsed9H3d5jxs2IgmR7LcuHPBsoycsDcWFbYgDl5vFsvjJPoHyGfkewJ+oql10urFt00h7uWnr7lVV4TPPx1vVz3iVwi8lrgNaqasO+nA0tF5AqMGOMfVTXnUF0nfBa4V0Qa7ecSsA3yjuWjwBoRGYIJYR7EhCpzwhsuT5e0UET57U0A3J33wcDYuJp4N3ELq5lHI6WBrH0py1nL7CA5eSgHWMtsRtpxpoXcymKWcCsLuY6VxCCjdYkrehveTwRTtsiN0YRDX67LcDn11FulnpmeYtbhDUTvwBiqPZjw3kHY9yIMH4UJ8zmSdjkguhszRvVVOHskpijNKIy3lYRDK2FwFPY+DGVR4EpomGEeL88fDfHvtcE32sz+LgN2p2j5IUx5Z40xcFdhDKYVG055pIb1l04/Jpk4PIaVbbQidkzPfXbLuvUrqKHa5n66clHuejlcf7X0JYgEKQdxWlnJdRm5c/NDBZN9y5QBxXDgfhEBc9+/W1U3ishzmL/Sh+y8P6nq/OPZgao+ISJjgQqMqnBnByWf3LI1wAQRKcTUzO2qovwxeMPl6ZKq/TtM4u0lrrZfOuF4DXNZwQISlLKU5UFoaQ1ziWKMTj5Hgqf/cBjKyebjtAYqQmMUYxkVKcLvwcjfXQ6SCxUCzG5fRyIvRh0VQb3BOY9sMMbnViAK+2ph2BA4Owr7gcHGcaOwEGPAxgFTYO/YIkY0tZK8EpJR88RbOCSVlr4/DIXXAUko24oxiEkoexYTUvw1RpH4HmA3HLIVseJT2uB70FJeQB0VGYrKsRteYMbhB6nON4bGTc8euwonUIPJEaunLAjDltKYETYsp4F6ygLDE2666R4I3INAnNbgYcM13KxgV5AHV0ktW6miiBbG0hDkhS1nqTdiJwETKsxFnNF9qFBV/wpM6GD6ecd1cJ1zEVCGsS1vFhFU9Sdupoi8S1X/J7T/Q9kbyF6mI7zh8nSJJIEqOHSNEUWEGzmW0sgznJ/x47qJWwJvq4I6/syFtJPHnxnJcJqPUawliAXVHc7j+UBZF66IYUoiGa/AjWc5L6GVOBXUUZNnGlrOYBPl9U2sL59uxq5qgSvh5dWwFxgeBYbACPtzOXIUCkfDod1QaKX9Iza0wjiIHrXiiR0YQ7QE43H9zB78ZzHCjaMYb+3r8PL9cLab1gzMg8J59jg+Z8KO8WfbSJQ00kgpZbaY7s6Z5wShUXdejnDycVj+7nK74nZcL2nHs5zRaSGeUSEk27Myys+mQDbvaiUmKAiUjC63bAx1wYPC2J0vsHrsPM4lRStFQQ6f58xGRH4KnAs8BUGGuwI/CS22QkT2Emoo2QFfBbzh8hw/GgW5BDbkzTxGaXgFm/ktywJJ9U3cwkquI0aUUkx4MewthcUWjlXcyHWsDJSFrcRtI8YUcVp5hguCihiuNb0LDUZJMnfnfSZ0Ny5CXd4Yyi9vgmsgUR7j3vKZzLlsA6yG/QdhGJiAyVEoHIlJqAYYZT2oSogmU7TMLCDe1GY0TkehZVcB8Z+1wVKM8boEI9ooBOZgcrnmAYPgbDfeNdouYz00rsKEHe3YWiOlgZGKWEPtjHWMtqACvxNtOMLJysfOc7L68Dih8dzqbZg2nNPlCI8VltoEbBdyjJCijAYq2nfRmtdK+YYmGALzm++k/tIS6qiglEYq9+9i/bDHgI5rUHp6jpHD5zLG1W80dlXABd0IPPYB3+pmO7u725E3XJ4ukWHKmmFzM0oIhckOD7n6fK7uHpiwoJNdL2Ex7VkVNpzazRk5E7oyT//Ow3I35SQRbtzwXROVHwJWpwHjbFhztJnuagGyGNgHw6dgjEctJuRneflncPZlmHDfEIg2Q3S0HZv6d6AK4jvb0sKLg3b6QeAbGEPoxsqaCapoMA7jhY2zy27FbHM38HOYMtFI9eunl5AgFkjeC0jQRGmgMAxXgi+jnl1UZIgxXOkqILjJuZy1cPWNOK1UUEcdFSRCY2gNlFFFNWU00EoRU9u3ULg7xfaxY4KeY/H6NnQIFB605a3uBK6E2KUJZuzfwpZhb0N2Q8mkRpooZTOTiZAyqQXVwNW+59/x8CqvySlUmIs44xSxA/gHsE+tHaCqU3tjR95webqlkZJuC7KuZTZzWcdN3MJilgRjYc5g3cpCgIw28i4Btph9HGBoRudi18TEqezitkRTK/F0Lr4zXPazfBxjuKpg5v4HkaUYQxLFGJgkaWXgH806Z19j/r/n6zAJKPsexrj8DGN07H72rbZijiTGEH0TUwrqIAQtwg7abTt5/b/b6VWgV4LsAb3GVPxuzC8JjVdFaCFOlCQF1vtpCVXSSBGhgbKQBxYhaQ1dWHnoqn6Ec+EqqCNCKhincmNiYFIHPth+N1vypjLl6RqIQtIKUMYnd6VDoC/akPE4e82jwFFr0IGyYQ1wENufrTUoJLx97BjGP5BOBfCc9sSBZ0TkcdI1Z1DVWZ2vcnx4w+Xplu6M1kamEQmNn+TRHiS5OoPlcKrEbEayJ6h84Z7+HUFuli3qu3n622ixIcXJxTXIrVBIyhipccCHQKaQ9njAyN1/TVqCPhzjDRw1n/diE05uxRi/KHANxpuyYo79L8L5V9ptPkxgBF+eBWePs9vcTeD1sccuU2iMVfRnJrDf8rUia6zKaLNGyhmaBspppIRmhjOYw4E3mkc7CWJBsV6Hqypfant6ufeu4nwkSCmIUE85cVqYwSZ2UUEZDRQuTTHrqgeNx1gN0VGk1ZOO3fY83P/FGA+yypxnUXsrjIL4YfM9kU/ai0xCPaWU04inZ7g8ru7oR6HC/zxVO/KGy9MruCd6MCGosAjDFXRdxY2BIXPTlrCYIjJblEC6x5YLGzZSEkjjW4jzFBfSQBlTdteYsaZvEHgHQPp5bzfGCxqEMVzOSyu2rxeBUXDDNzE373cCn4OGF6HsVszNGTj/A3DPz+D8kHz+zq3GoN0Q9rJcNY3RmIK818DLiyE6BZL3Gpn9iHWt7J0NtYwnSjIIqbZSZPOt2oKxKHfOUVIUsy/jmrcSp528wLBHSVJGPRXtuyjckWL1hGuIkmT84R2MZwfb88dRTgPxx9oY2/yCuQ73Y4yQC2266iCuJnD4eu0Ofa62yzebh4aWsQXE69vgEJQfbYJkExsvnQrvzxSF6H5BhvnQYS7kXvKpfxiu3iqgmwvecHlOiNXMo4h0/6tFLLPdn9J0ltB6Ls/xPOdRREs6DIgJTTrpdhHpjsPt5DGeWhLEuJIHmFJfY7yaPZibaSHmhltFOoT4TkwIr9K+muHQnVBYjAnlNQOr7QHNx9yQh0DZKDttFxz6OdQeNaHEfVtheLFRB14zCuOxvWhf1gMBjKG8Ehhuw5G2RsDOCedQOq4pOMcGK2WPWPVeA2WU0ZAhoHDjHHsYGSzrxCzp8Go0XRIqL0ZhtDUw8gDRO+Ciy3akx+Gq7cadXsaFO/dhvNNR9rrZli8ctOc2iHSBYWfIim3YcClGZWmH1mOXJkgO900szxREJEG6gG4EOBv4u6oWdrBsMSbYXooJduwAqlU1p2rB3nB5MljDXK7tYbmyVopYGKr4nt2p2CTSGm/KiTOSFAU34RRR9lGMa3wYtxX6nCdSRTVJokEy7SO8nVvu+o/0WJULa7lxLEjfYGsxN2cbEmQUFLqH2K1m2qFDxjBNOWi21WC9qrIogZDjCMa7egxoboabi+FQs1Envtxs1YSH4IerjYF7ywdIezCXABOhPv8cmiilKa80SBx2FTPKrNcUsWpBJ0opp4E6KoJrGR6sD+eBRa2Bb6SEKmpgLMxgU9rbOWSv0y/tyjaRmpEEnhPNGMM1hLTIxBmsg6QN1Wj7fiUmnDqa9HhY1F7ngzDl6RqemDAuQ1maGBLhmLuYp0NyDxX2D3GGqmbUJRORf8GWlQpNmwZ8ASPy/TPmr24Q8C/AuSKyDvhmR/ldYbzh8mQQD1Wk6I7FLKGYSMbNtLMkVDdOVkRL4FndyKqguGs+R9hHMedxICTENmGyMhooPdxEdf5EtjKZf+M75gb6AMaLcjdUSI9bXYW5KW8lLaC4H56thfMr7bxq2NoMU0bDFNeBaDWUXWmXPwi/3Q0jML+ytxTDsGZbwzAJhUlj5MpGmaK8bymG60djfoajCAwlI4GPw9jRLxD7YRs1TAwk7VGSQWfmBsqoYFcgwHgekxtqqugfCYzUJB7nD7ydc3mOGG1BwjEYw7aNyVRQRwLTGDO6G3g/5pnWpgMExsr9D8boOMVltldVSFpVGcUYq7BRs6WuSIbmHYQaG2t1vSoSeTEaqGA8QaNcz2mKqv63iHwha/KVwMdV9cXs5UXkLEzNxH8C7utq295weQLWMjurlGv3pIge42G5VibOiIX7dIXbkDhcSPAAQ3EV312ZoSgpqqlicv42wHQ0jrUn2DzzbUy7/VGzgYXApzE31HdgjJXzLprh2Rfh/IVAMZxvSy09+4ARWlT+DnOzXgksx4S6rCfGUZv7BVTaMNleYLAd2zq/GIYNAoZgpSiYm7bzQHYDB0HfAWJrGY74fisNnzIJwnWMoZyGQC1YRkNgzBLEOJfngmvkctqK2UcdY4L2L65+4Qfb7wZgXd5s2zKziF1UUEIjLRMKSBCjvLnJ3Dbc2N7vSEv07VgfB0mHD4eQHvty05xBHo4xZm6+TVR3aQrbJ42hcv8uKqhjGtuC86hhYjAm5+kaU6tw4IxxichVoY+vwfxFZAxoquqNdtk8VW3PmvcK8N+57MsbLk8GPUkedRXgwzlZkK7K0BFhI3cdK4P6EAliwbjNEfIZygEOMJQLeYo6xtBqK5xPeboGaqH+6nIKPmpynma980FjqL6ZcRDmJv0zON82dATMTTdq6glSZce6wKz/MRM2/NFRuKES9u02IcLBwN6DMCxpDNnw0TB4DzxpPZW3HLX7sCGyrSthyjWY1iYzC4h/v80cy0rgqOnN9cT0cSx8cAtsha1fnkijbWECZNzYTf7VLhop5QKeyRA6tFgpfIRk0HDQeVmtxNlOJaawbzmlNFI2ugl5wBxny/QCGieVMn7nLmO0nLGuMsfIaIICwEFF/CjpvLSJwHDQkZhtuvNvNiWzALYMe1sw7ubSJXxycu4MQFXhzND7V4AG4N2dLPucDQveoarP9HRH3nB5cia7Hl24bmGYAww9pkGhwyUj38F8FrAiqGMIaSVhMfuI08o+iimjPhAylDpJdbEZ37norh0wake6Z5YTEdhkYi4jrYa7304baZcZBDwAzz5sjJPrvTClEm4A2AePYzrbTSmGfc2w96gxYg27jad13iBTaPfZ3WZ6WRQYBVMWApfAoSsjpqo+BCG2Q7uBd8NFP91hPMJiEz6NkaDi8C425U8PhBbzDt/J9vxxtBLn2tvv5omPjmMXFTRSGrSAcd/DZqZlJCJvY3LG2FIDZZQOa6ScJtgN26ZPJkYCLYZ1Y2cyefo2Sve3mjGoHXa9o/Y6udCfUxfaMOKhcbaOo93PodERCoekGPF0KyMmZIacs6vXe04/VHVeDxYfjwlg/0hEXgOsAX7e3diWo9+Yak/fsoTFx/R8yiZ8IwQy6haG6cjbCjeaDN/Ewj2imhkeKOfG2DEQNx7mRr3WT5jO5ulvo5Lt5ib6JdLV1pvh0LtJ9836EmnF4TtMkd1DPycQTTQ8bMQW+zNPMhBnAMYHsgrDYUDZaPMqLDZGq/ZgejpJePJhs23GQWFzKl2z0MrvC60yYesczJjTPONtNlDG+vyZQU5XOfUkoxHKbfjwzo/BRcN3MJltwZjYcJpJEQ3ytMB4aDHaggeCBsqM0aKRaqo49IFIIPFPEKNxmPHaaphI3bBzqMuzDS+L7bXbZ49zh72mezCGbBDU5E2kNq8ylGoKh4oj6ZQEzwnh5PDdvboTZ4jIIBF5XESeFpG/iMiX7fQJIvKoiNSKyAZbqb3HiMhNIjKsi/nvEJF3haepakJV/5+qTsboe28GmkTkxyLSbeFf73F5AjpLDna4ZoNOaJFHe4fLdeZtOfI5wgoWUGxvtufyPFGSPMYkhnKAmawPxrfqGIPrT1VGA1VUU/5gU3osyeUbjQRehMIrMZ5X0krXnTy72BioEWAM3VEo+wBcc5mdH8UKco03tc+GAbcC/7jbhAdx6wK/rTarzR0EhVOM53b+B+AtVcD3zA28cGsqMHrYEB1XQeFB48WxFdZOeK8tj2VUhpXUBoWG6/LGAMZojwca7DGV0sgH999HYkiEdXmziZIkSZQK6khZCXw5SeptOadpTY+yt8SUj6rJm8i0QY8ykRoaKMtIPTCGrpxpbE7L5kNCCzDT9s421fPdMU/ZXQOjIZUXIdKeMtfyQYHp6eENt6wnd0zJp14JFSaBd6hqm4icDfxRRH4DfBdYpKq/F5FrgRuB/ziOQ60FNojIUeBJ4P9I++oXAr/FFM4NEJE8TLLKPEw1+W9iui+/HfNrGdPVDs9oj0tErhCROhF5rgP1yxnFUpZ3WyHDGRNHZ/k5qzk2YhAhyRIWByWgimglTitRUpTSGIzrzGYdY5teIEGMoRygmeFBE8RSGinb3wSHQIfA3vIikwkyGqjB3Gw/gDEWo2D4lXbn44BKOH+JLabrSjNVka70/gA8+0vTp+uXR82kmaGiH/us0OLL1dBQDZePgusroXAc/PZhK86wXklLSYEZc4piXqMwApJ3Yor02rGknU+cw9x195EkSqVtDBauGGKqt5tahO06jrI/GQNQQiPyOyh8wFw754HFSNjr2hJc36n7H4WHTdJzBXUUkDBeoCVOq00+iFNOQyD2oJAgRysQadgxrBomsr5kerqYr/Vwk0RpzSsieQlplaelu4ciz8lDDTZmzdn2pZi+WY/Y6Q8B7z3O7f9KVadgMiH/AuRhEjDuAi5W1X9T1f/LWs0GzVmhqm9W1W+p6j5VXQds7G6fZ6zhshb/+8A/AxcAHxCRC/r2qPo3Lkm2nlLWMrvT5TqqaD2eWvYwEjAhRlNA1ijpKqijjHou4BmSRNAorLfjvBeQHreNkeDuYe9l7+wiEkMilO43xm77DWNMtYdajBGDdDLycILEYyDwtgIlXBT2fd3MP7/K9Ou6ZooZ83p2Jdw8Gh633sZv7TZ+DHz5ReAgvGzl8vuBrbbQbqAEu98ejys7FcV4MZ+HJ64ex9h1L5jQJGXBuFULcZqsUMPVHSyi1YRMi6GMhnQoNum+l1R6/A9TqDdFhCJaTY1BzDmX7W8iRoJDVRFGPNgalIQCqGYi8fo226k5kj5eNy44hECAESHFdiqDqiYuMbmREpJE2JQ/HSZlVsfo7qHIcyyuOnx3L6sqnCMi1aHXJ8LbEpE8EXkK80t4SFUfwzxquTqCc8D+QI/3eFV3q+qdqvpfqvodVd2kqkc6WfzDqvpRVQ0kpyIyxW5nQSfrBHRruETk0yLyupyPfuBwMfCcqv5VVVPAz+lcAePBeFwRUpQebqKUxqDPUzadKQpHBuUZTIuTZltjI92ZN8U9vI8bh30lqBzhGiImiVC5f5cJd2HGVsTmEY2v3xVItFsmFJgGjkMwHlUhxlgUEowzHarBGLla+PIDsAXgKNxZbdqfkISySqs8HGUM0+BBcPllxsGbaTfFaDh7ill/AyYewlFTjb1ofxtcZzzDIK/L5TlthYvqd7B19kTunTmTG5u+S4IYpTQSt0INJ5F3Bi1Kkp3l5wRJ2VtnT2Tj7Kn2GzGGxhm7VuJBcd6dJecEFT2k2Y6BHUzB76CS7UGZKTDHVkktu6hIV8/YTWZ1kitN4V4nxY+RCGo7NlBuS3d1LuHe6gbYPL3NvapaFXrdFp6pqu2qeiHwBuBiERkHXAt8SkRqMA3vUsds9eSxqoNp38115VzGuP4BeEJEnsQoPzZ1029loDACQndSeAlT9CAD++TyCYBRo0Zlzz5jWMECW+siSfQgFOQnjsnHcR2QU8RYwAoiJAMV4laMis315LqUP1BNFa0UsY73BrX5Wm334hRR8mhnO5WBmKNu2Dm4/lKNlKJDamidWUB8Q5sJUjwM8QfbYBDUX21u8OUPNgVlnJgPLDXqwEKA3caj4gOwb6nxmoZfY6bfU22EGSN2w4hBJiToxnkGYwQZ9zxsi++GL8K9tq3IsASxQW1EjpJW5zkPZghwyKgJGymFZkiUFATnNnX/o2waNjUwDNkhWVc1v4gWmmzosMkauAgpKqklSpJtTKa0vSktZd8B8eY2czxXQsX+F5BqYDjUTqg09Qab2qCEtKHfao//G6BboHrYOJoopYjWoJjvoWsiJPJizGjfRE3exC6T2Ft9yDBncu2A3JPKGap6QES2AFeo6i3AdAARGYMJZp9URORtwGTg9SJyQ2hWIeR+It16XKp6E+aZ6nZMgZfdIvJVETm3R0fc/+ioA+cxBllVb3NPMa9//etPwWH1T8zgfQFJouwtMWMiVUHBuzRxWlnKciIkgzp617Ey8CJuZaHpVHz4QWayPgiHRUkF4yBuvQMM5Qj5jKeWVuJsYBZT2UKSKHPqNyBJ2MbkzNwjW3uwhSLKb7dtgZZjxpbmmI/nO1GHbVHy5aXwI+CGKzFJuYfgfZVmHOv8y4z4gnHAKLj8GmPI9gI77e5esed+8+dh66UTgzJO2/LfRt2wc0gONw05D42KGAl5IWyfYMaeJ7ON1ROuIUYbRbZzcd2wc4LrmbI1HF2qgLuRdTS+6BK3R6xrJb6uzSQ0J+1DdHi8ypZ0kpWh6cAmZkA1po9ZEraXZI6Pbxn2NrYxOUNIUkY9m/JmmDy7ZPcP7C1B5p6nO3oYKuwUEXm9iAy17wcDlwM7bb1ArBz9JtJVO08mEaAA4zTFQq9D0MX4QxY5qQpVVUXkf4H/xfxOXwesE5GHVPXfu1673/ISmTHdN4DvvdAVTpreSlEQDts4bBrbmGxzioYGbeSd8VnMEoZb9WH4ZtuYX0KbLc7rRAiun9RhBhMhST5HOMBQKqklSZRaKom1J8xzWTMcqjJCgvoS04l38qhtFO5OQdJK96tMrlEqL0L8sTZjqPaR7ql1NK3UewVoeMB4U8NdSG++WeaHS+H6ywhCkL+5E264BhgFh74Bzx2Ft/zUjFuV0UD8cCvb88fZsaYoifwCkvlGGTnlkRqeuHQcbcSMgYCgYSMQJA+76QDT6h9lY/nUYByrlTgNtkUJkNHCJEYCJpoQZRGtJKMRokdTQcFcHWf6goG5BtsnjSFCkhZbbcP11QI7VlkM9ZeWUP5wU/CQsYeRvIf/ZkRTK3tL0p0BEvkxCkjQQHmnf0M9rYPp6RVKgB/bcf3XAL9Q1f8RkYUi8im7zC+BO45n4yLyXTp46HeEx6xsBfnfi8idqvrC8ewPchvjWmBjoN/ABA4qVfV6TO78calQ+glPAKNFpFxEIphkuPV9fEz9loXcSjt5zLYlxOqooHVYQdCCPp8jx3hYYCT0MRI0M5wYCZaxiBgJ7mAe262WPUmECuq43IwScR7PE8W0jDeVM9JdfzfkzSRKkpWTzNhzhBTljzUxuX2bySmy0vYGymAfFK5OEf+vNtO1dz3G0xpJIOIYMcTYp5unhMJ+C0k3ilwN14+CDQ9jAsvF8L6FGBHvfCh8D5ylY1hx9WcAY9Q35U8Pbv7OWLuSTusvnU6UFAXWQDVSwmS2BcpJN2YVJRmsw25TRNdV13Dzt1NJHRW2WHEqGOO6t3wmkjRVNIJkYoB9IL8z/7dcXQBVUHF4F63EmcEmI9z4gBG9JEdZA+bELpcYD8s1/CyihY0lUxlBS/DduCLIc/zPqFdwHZC7e3Unh1fV7Va5N15Vx6nqUjt9paqOsa8vnMAQUDVG11uDEXvUZL0CROQ79u33RGR99ivXHebiccWBq7Kto6q+mp1UNpBQ1VdE5NPAJswz/BpV/UsfH1afEc7PCnMvs4Ib0XKWcqj960aantdII6U0UEaRffJ33pYbo4qRYDy1tvRQhD2MJJ8j5NFOO3lEbUjN3XjBeGqumnwrRcxkPeWHX2BF/tSgLuKFPEWUFFvyzDjQ3klFJCgwHs3oGtgBs5oeJHkJRKpAfoYJJdYCQ+DlHXD2IFNA9/LRMPxHZv5bLsMYtocxgYvvYEKMo2GmS7wdCYe+GaGwOcXekiIa7i4jRYSpbGYDs/jy/q8SGWbCqmGcgY9g+o6V0xCE3MJjWa6wsLuOAHunFwXLhUNtzQwnQYyZbOAe3heoPp04ooYqxvICWgWym6CVSfJKo3xMXtVG9EWIjE1y0fU7SP3Q5HlNHFJDYXOKEdWtbL10ovH0roTy+iYoJ0hjCPdgK6KFBBO5iFD2tueE6SzJP4x2OOpx6lDVH7v3IvLZ8OcO+Kn9/4Rkpt0aLlVd0sW8Z09k532Nqj6ASXY748muiuHoaBwLjCy72irEXMWNGIlgnGofxRkqwiipIGG5jIbgpldks4iAwAhGSNFkb+pNlBLNT9HM8Iwbetw+6SeIsYWpgPG+7r16JnOaN8CLEE3CoSmRIHzI/cBBoxwcfhlcXoXxvn6NGZZuNjf1xtkllP9XE2v/+F4+uP8+E1qrNONUiSERokljtEbc1Urt1ZWB9LyMBu4e9l5msIlGSimliQQFQZdic+71NFFK0hr2BLFAbOFw712V/AgpptU/yubydO2/Bsr4ED9hA7OoYWKQQOwM186Sc6ijgvUTTL5V2aR6yitfMGFLm9DdkF9G1agaLlq3I0gXKKHRJCm/+GhQAaORUsqrm4zAo9x4XtVUMd9Glopo4SJquajDvxTPGUaXXpuqOg9sGPCAqh5Xs7YzNo/Lk0mEJCu5Lvjs2o2UHm6iPlT1oCGvjFRehClUG/UcpnuxaQaZFg9EMcamkVJcny03nOxwkm/XSypJlDitPMWFVs4dpZFSaq3H5oxrnU2qbyEeGDPXBKWCOp64YVzQzqTwAWuQrRRefwHDPw9cCYeWR0jaXOm9s4vgGogehPKdTXAU5p5zn5Hc7wZ+acaGCqtTRKuN4dh49VQqqWUiNVRTZfOYotRTFhgdZ1xdGG+XDXvusudQ5JKwDzcFFfFLDzdRerjJ9CVrb2VEfSs0p8/RtUJJEaUU4/mex/NczsPESPA853I3c1nUfosNJ45hbNMLrM3/ILVUsosxwbFtyp9uepodNRU5MuTsQ8x5RkgGwg73MOK88NXM6/Shx3NimOrw3Ysz+lGR3Z4wC9glIj8VkXfaliY5MyDP2JM74RqBXbGQWzOaQTrvqDHfyMqd8RpPXeBVhQ1RjLYgx+gWbmIoByhmH/WUBR7ZEfI5wFCe51zaybMJt0U0Wg/EJeImiQThx0ZKqaeMSTwOQJuVzYebK7rxoVlPP2hl2k0mLLgU42lVErScTwwxgoONE6ZSuCNFIr+A7XeYG3mQq7Qbdn75HLa/MIad5ecEFSP4I+lq6ZhxpwQFxA+bahUV7CJOC7uooIYqqqkK8p2cEKOERjNuZRnxdCvl65qI/pJAVeiIHW4jlRchORx2TjqHUhopIEGEVFDLcTLbmMEm5j99ZyBPv4BnWPr0Vyn8WYpyGojRRkuJCV3+lsuZ2O4MrfEEdQms//X0IGcsRcTI98c5Y5niUFWE+kkllNk2LI753BF4Xp4zExFJiMghETkEjHfv3fSO1rEFec8D7gU+CDwvIj/KdZ++VuFpzolU5V7CYiqpOiZcONbeeI13lQhUceU0ZJT2idFGM8M5Qj5JIoGAI/w5RZRmhhMhyVKWcx0rbaJzpneWIsK5PEeSCHm0B+flxAwxElAIIx5rNYmzlwCfh41jp1JBHeuZSRU1lNHAlhsmmhJLf4R4YRv15RFiQMvsAiLtKaKjjbc3ft4u+KpV1R1sSheTvcylB5jafmN3v8Cs6IOsHPsJ4rQyt/4+1pebKu8Jqx6M0WaTjJuC0GIwDjYSkpUQP9xK9EVgiAlLtg4z8xP5BYEnG6c18D6dp1P+SFOQ+ByEJe1XVmRLOlVTxWS2Mov1FG5NkbjUhCirqA7k9632IcLlWq0s/0TQUoU8bGuZZEZ/Lc/J42TkcZ0Msjsf92C9l23NRMUIet8NfCyXdb3HdZoTIcUa5h73+nNYTwNlHdaaW8ryQIThvIVSmgIvL0aCoRxgMIeJkqKdPOK0MpQDpIhymMG0k8cqbgyqaNzKQlZxY3BjdsbLiTjO4/ljzi9CimnfejQ9juUaSUYJxpFmsYEISUY80koJjSZn6RJgkDHALRQRaU9R2Jwi+kdr8KuAWpMrtnHmVLbOnkiyCvaWFAVHFxDFVmWPsrP8nKD2IGBDniVESdFISdqrAZ6YMI6dk84hGY2QyC9I51gljccVO9wWjIc5nKeaIGYEE7uBpBFczH/6TmYfvo+9Hy1i/UenByHKK5q2MHbnCyZB+2i6lYo7PucFukry9ROM99xKEbVU0kpR4DV6Tg29lcfVH7F1Yu8EnsPkb/0IbMgmBwbeGXt6hBsT6SlLWR4omuqoCMQS2dzIKutBtATlisIVNVzx15HsCaTxLrTnxn8cS1gcvHeihVbigUe2h5EkiRAhydyn7wvOL0HMKAHvBIbAE7PH0fLFAlrKC5jydE3GDXrjpVNpoJwkEVZPuIbNJW8DoJbxphr70fT+N3/qbayfPh1XCzBFJAiduioVjZSydsJ72Vz+NkppZBbridFGHRUZ9QOdEU4RDYxJE6W02WtQlzeGBDH2lhSxd1IRh4ojRI5C5CjE2t2Vagu8Lac+VFd7MZr2rqvzJzJiZytJW+ewhaIgvJm8BBZP/w9msYEZtqljWgySfrpvpJRpNtm7lEZKaDRjbr57sad3uAbT7XiMqn5EVR+wHZBzwhsuT6e4zsbzuaPLzrX1ViFYYsdYnEgim7g1WHFaGMxhbmUh5/IcC1gR7MuJQlZxI63E2UcxCWKBR+ZqGPIdmPuF+6wgJELLrwvgHXDo303YMN7URry+zYxLAbVUUkZDkAflcqcipJiysyZI5t1Zfg5PTB9HkoippI7NwWpvYPLhRyl/sIkR9a3Bzb6S7bYwbTTYzy7GZJRqck/Grh5hAYlAkQlm3K6VOLVU0kAZuxhDa54pJJwalG4XEmtPWPGEy/VKIXdivMtKU0OwfkIJU5pqzHieVRnOZh07J53DkrFfIpqvLGcp5fVNRElRTZWp8sHkDENbRAvjH9nFDDZRSiMV+18gSZTK/bty+Mvx9AYuVNh9HlffhgqPB1V9v6r+t1cVejpkLuuC911VdD9R2ogxtumFwGC5Iq9G6t1mQnEh4YEzQOU0BInHS1lOkggLWAEQhNMu4JlAODCSPUG+GEcJPLg6KqifXkJrXhG1jDdtNobDzk+dE4z7bGNyRtjNVZxYO/a9GV5gA+W0EqeGKuqoIEmUaDJF5CjsnH4O9eUlGcu6MFuUJC3EgxqMu6iggbLAs2qyeW+txIlbFaY7hgYrYnHn2UgpNXkTqc6fSD1ltOYV0ZqXDtduZpoxItZJeqJkHN/m3yin0VTJGGKu3+T9NURJMZYGlrKcrVSxlzg0pyteNFDGRKqJkORGVpEgZq6xTT4uoRE5CCOaWo3K0nNKcP24unv1B1WhrT7/2xyW+6P9PxEScXQp5OgIL844Awgbr5NFkig8AONH7qJuegVRXAuUsiC0laAgkGG7KhuP8HbezFMsYhlgyhndwfyMbc+3U9YwN2h8uPGOqUGYME6LbfdhvK0K6tg4aWqgTIR0BXrnWYVLJkE6aRoIPA8XIoyRoDp/IuSbEFrc5po5Q1VrK4A4A1lkS1e5EkxR6yOl87Yyx6yct9ZIKRXUBcfqDFuMRBBSdAnIpsQWcAnUTyjhp3wYMInks8aO4dv8G6U0IkmMMbMU0UKsPYGOhmlso455zGITa5hLggL+myWMJEa8vo1DoyKM2NlK/dgIh0aZpGsGQQsx4jvbYOzpUGvb0xuoaruIHBaRIara6eONql5i/z8uQYej702155QRHk/qTW7iFqNEOwgcMuEzt69SmmiklHbyrPGKBblXi1nCLdwUVJDI50hG0vJaruVW0t0cK9lOBbtIEeUPvJ06KmzSc5wRj5icJ+NVuafRaHDegfKwg2uSIkItldRSSQ1V1FLJNiYHxjdBLBAouPFCtz2n5DOFdQuCUKQzWJD2Pl3xXUgr+CKkmMZme8TGEJZmSebN6GHcemMFgcBj1bBPsGTCl/gRH6OYfVzObxlPLeuZyR3MZzCHWV1yTcb57qLCtIQZZoyOk7Jfy1oWcqtNRWiFQ5iiuS+aPl6b8mZwqDjCvSUzTa7a2JzH0T3HiRFnRLt99SNxxlGgVkRuF5FV7tXRgiLy01ymdUa/OWPPySdJJCPJOJvVzOuRAnE9MzLDj+OAQiOCqKcsozzRYA5TSiMRktzELYGsfTFLcJXknSDEjXM5FrGMRSzjp3yYOsawh5Hk0R54PQAMgcIXU4HoAYxxaLNjbkBGQnAjJdRTluFVAUGx2We4gKQtReWqe7gwnkkyLqeeciKYmop1jGE8tfYcU7TY9iyuxmCBHfNKWnFG0nqgjZSymWnBmFWCArYxmQ3MpNWGV01icDIj1OqMsmsT40KvSaKU08A8VnMTtxyTY9VIKVM6qYYCJgevlEaSo40wBEwfr9n7NxA7mGIO69nFmAwvzuOx/Br4D0xX5Q5rFYZ4U/iDTUCemOuOfKjwDMLUBEyPhS5jEeWhhNL53BEYo7msYyXXkSAW1DBczTz2MDIQUsRIUEYDa5hLAxVsnv42pu18lDoq2MNIhtNMun5eJEO1doR88mhnKAdYyK0sZgmLWEaUdGX5FSzgOc4lao/bHftI9nCAoUStIQC4d8LMIPQXNhru3ML7NmG7tuCZ1RlYV6aplaLAWDiiJIMQYC2VREgGhXSNhLwpCO255cP73GXHylyO1AGGMpjDRtJOA6YqvGkX005ehueZstfOVRhpZjhX2kplC7mVeawmRYQGyli77qOsnz2907+BXJKFa6lkSn41LfkxWqYXMZaGjGp4zkP2nFyMOOPYbuLZ5DLGJSIjgZ9g+iu+CtymqivtvM8An8Y0Sfj18Xb8UNUf27Ypo1T1WHWW2dcXgS8Bg0NjWoJpYnlbR+t0hDdcZxA3sirDo3LlfVx9u81MJmLlz6uZB1nhtfATP5gxko1MCyTvRbSyd6zxT0ayh1bilIbGjlwu02KW0EJRsN4yFpGwqsEUUQZzmAWsIMZQXEmpkexhDyODm3ZDqCKHGz9qpNRuty3wrMKJyhOtp+E8svB4k6v60UgJVfYhMVyuyRky167eSdrd/suoB4wRMwrCAloosgnDLmRZcEy4tpyGYH6EFIcZjCs+7JSI6WONcIT84HhbifMYy7jDNusEeGL2t5nFJmZhug0X0RIkjOfKfO5gLbOJMblDNempGDP1uJJPvZaA/ArwOVV9UkRiQI2IPAQMxyT+jlfVpOvRdTyIyExM8dwIUC4iFwJLVXWWW0ZV/wv4LxH5L1X94vHuy4cKzzCiJFnPDMAYsvB0SOf0pL2SFJuZHCznvCEwHttvuYwEMSazjYrDuxjxSKuVUDcF2zHbN/8niAX5XNHAl0gbxAjJQPqezHraTGKqZ7RaoxfevvNkjAdZQIKCQHrvxBtG5VcejGtBWrnoPM8qagLvxa1fSmMwxhQ20m4/z3MuWzB9yVxfMXft3PG5/TjPcSgHiJKizioP/8yFNFBGPkcCT6yCXVZqb9ZtZniQePw859FOXtBh2hGuzu5Uj8dLVykQnoGFqjap6pP2fQJ4FtMF/nrga06WrqrNJ7Cb/wQuBnOTUNWnoNM/wMdFZIj7ICJDReRfct2R97jOMFooOiZB2IXLnDDA5WJlP+2FDcZKriNK1HpWRcYArQYOQvnDTZRfuYGKSXU0UhrI4sNV5F2PrvBxJEM3dzBijTBOCu/Gh6Iho2C2X2rHq9qCdUyuVpJW4hlqP3cN3PHVMSZDEOGSixMUsIeRQbsVtz8j2jAlmc7l+QzxhxN0tFAUnJPZf1rF6K5FO3l29MqEGS/gmaChpju+dOsXY/TyOcJs1nUbsruCzV3Od3TU0sZ7VX1PrqFCK86YIyKzQpNvU9UOQ28iUga8GXgMWAG8XUSWY8QVi1T1ieM85FdU9aBIRpuVzqSnN6vq/cFCqgdE5GZMUnK3eI/rDGMht5IgFog0YiRsLb1EhmFxib1Ogr2W2YGHtpLriGFbw9uE2A3MMuWKksAO4HMwft0uYiSYzDZKacoYp3IhQRcCc+NdYSIkOcBQ2snjD7zdNl4sDYQMkZAX54yV8UiMQYnTwjYms4Vppo2HDS8aT6QsuPFHMMVo3U3CTW+khGaGB9U7nuLNPMbFgZfkSFAQ6BhdDpbDHZczns64HWYwhxkcGHR37fcw0gpbioKq+K48luMwg4mRyNkwhXE5co4WYswPFVf2DFjuVdWq0Kszo1UA3Ad8VlUPYZyX1wFvBW4EfiFZlqcH7BCRDwJ5IjLadkburLBlR7YnZ0fKG64zEFc+yJGyA/8uodHhJNrh8RxjOKIZLdhdlYitH51IIFocAjwMle21lLUb8cEUtlFOA+OpZTLbiFqDUUpTIJd3hXdd08gkkcBLDH92uBYfTijizscp94psUVpnHGqpzKgX6MKCrhWJM0iNlHCAoSxnKXcwPzj/sJrvec7LuK6mn1hr6NhSGbJ8V/IpTisj2RPktzkPyxx3nD2MJGq9wvADAhjPbRcVPVL1OVVmmCUsPqkJ6Z4TJ1c5fK6VM0TkbIzRWquqv7STXwJ+qYbHMcKNeGfb6IbPYNSCSeBnmASZz3aybLWIfEtEzhWRN4rIt+lcgXgMPlR4huIMzxVs5l5mBQZgO5WU0xCECp2Bc+IFl5xrvC7jLZmbaoLNTKWxvJQZv9hE4UqTA1S4MgXvgSsGbaGlpIBKaonXt6FDYDI13D3svbhahiavKcm5PMfznEeUFMN5nuc4NxgXSgs9SgNDFc6PAgIDh/VYjpAfqPRc/UUjTXcSdLNuc2i5I+STIspc1gCwNispGoxBSBCzgom2wGg5Ucg+itlHcRDmy+dIUN09RhutxClmH5Cuuehyxw4w1Coy20hQwGAOk8x6sMiVoRzgAENZzBLOZR/LWEQZTUHFkbA83hkzHyrse3pZVSjA7cCzqvqt0Kz/Bt4BbBGRMRhhRcuxW8iJf1DVxRAqOto5n8FI5++xnx+ErAHbLvCG6wwkRYR7mRU0A3TeSJwWTKX0eOCBRUgRp4VGSuxYyB1B88BWioKKFRAjRhMNlHF33geZeEM1F928wzxz2eeoeG2b6W11COQgJJeYflK1VAZ5UmA8laEcCMJjI9mTrlGIMUxDORA0OUwRDQzSYA4HN2ojpTeeyh5GZlwDZ7Ce5zxcMd90Gacy1jMHgNmszZDFh3HCh0k8FizTase1nuPCjPSDGAnayWMPIylmHwkKaCePp3hzYLDWM4dZ3EvEhl/Nd2UM9RHyaaKUtVzb7fe7ggVBWPdeZlFOhLmsYwmLidFGnNZAcBIONz5BJTPbd7Ehb2a3+/AMOKYAH8IkCD9lp30JWAOsEZEdGEn6R1T1eEui3CkiI4AnMLlcf1DV2o4WVNW/A18QkQJVbetoma7whusMJFt04Z7qWogHN9rwMjESTGML25hsx8aMp5JuR98QlD2KkaCURhPO+nID8W+1BbXzeBHTgsO24YgeBH5oPKY6KoJxn/C2nffiSjK56QcYahWGJqoxmMMcIZ8j5GeE3tqIUUCChFUEuirz6WuRPpewUnEaG9nMFazrJCF7EcsotWnBzjty3pczOi43CzJVlUkix6gBHW7cLkaCwRxmH8VESQW5c12xjEWMpzZosbmaecSs0TLpBXnESFDJdlJE2cw0GlgQnPvswzuIHoRkSebfh2tTE1ahek4+rgNyd+RSOUNV/wh0NnZ1dc+OrNN9XCoiEeAiYCrwa2uYhmUvKyKTMa1MCoBRIjIBuE5VP5nLvvwY1xnIHNYH3haYvB33A4mS4lrWZoQoXILusQKO9NhRuKyRm7+ZaXAlphDsOGA+psljEl5+EaNAvL3Jrp/E1bsO72MpywOJuQudldEQhNic4KOZ4UHX5QQx9jCSCEkKSHArC2mliFXcSBOl3MJN3MJNgccUIUkRLYG3tI65bOaKLq/hLdxEq83TKmYfKaKBV+j6hl3AM0EYs4EyW/G+iCZKmcdqZrOW2aGxQrNuhDuYzy3cFAhDcjFa7rvbTiWz2MRaZmdUrR/KAc7leaqoxlWFr6SWIloz6iNuLxlDJdtPqIebp3fIvTp8/7iNi8glwOcwocJ3Av8DfKqTxb8NzAATX1fVp4FLc92X97g8gBM0mNDWChYQsYYrSSSQyDs5ualu3hr0Z7qCzaxhbjA/XK1i/djpTB67jToqqKOCa0fdDbvh8VoY/DN4y2ij/nNJywliHGAok9lGjASLWMZIG4oEAsWg6ZyczwU8A5iaiE9xIefyXOBBhPO1wIT91oVCbR15U7NZy1zWkCTaqbflCIftZrA+GJ8qoZEDDGUfxRTREnixs1lLzBpTgCKStIXG5oAgRAmmtUtPcB7RIpYxCZNcHqeFFSwgRvpho4Hy4Dt13a3HYNqVjH96FxyEiy6tZTOT2U4lEYwa1ePpht9jem//F/CAqqa6WlhV92QJGNtz3ZE3XB7A3PSWsYgkkSCnJ9zJGAgqSDRSassjpZVtxvtoCUQG4dDbJmaQJEoDZSwq+QqT7nucc2UDG4C3PAzTRj9K/dXlQbPGFuI0UMbM9g1cmvcH6qgIQn8uF6qdPFoo4jEmMZI9lNJIMfuCMKDxzgxzWcP6HMaGoGNjlgumVkUmS1icIWNfx1yWsDho/dJIKfso5jpWAqb780Zbt/C3XN4jw+VUg2ZMLEoFdbiqH0W0MpmtNFBOkw1wJoky6/AGortNF+ZWiiAfRtAKxbCRaUCUUpoyvHPPqcN1QO6OftSPqwgzlnYpsEBEXgUeVdX/6GDZPTZcqDa8uACTFJ0T/cPH9PQLbrJBNId7gq+2tS9d48UYCW5kFUmigaDiRlZl5C+5ArUuVBUNJc82UMZbPm+W+/JW4E649oN3B55aOfXESPD1vM8H04x31xKIFfJoD5J2Xe6T++y8wlXcSJJIToKGnrCaebYkVtcsZTm3cBO3spBbWch1rAwMbpJo0PvKsZFpuKK8F/JU8OCQKymirOJGPsRPSBKhmonMYhPl1Ft5fYst9mvbrdiuyOFE7voJJWwdOzHwVieH03DWCfzX8ab4eE53VPUA8FegHmgCzqXz8N98TBhxBEaSfyGdhxWPwXtcni5xxss8gRtcfcEUZRnVIFy+VZKorRmYNkQtNrzYSCl7GMnerxXxr19v5RfA8odh8WUw54MbqL+7xKoFU1zIUzzFhRkVNRI26AVGmm+qxJtE5XyOBCIOMMm2t/Yw3HYyCbdocURJcQHP0EJRoPBrYRYxEjRQxhrmUk499ZRn5M5l48QeK1hAEeO5lrX8iJWsYS5xTIfjiVQH1yZOKy1jTdg1/VQfo46KjCogjZQwAqinlPKRsH32GMb30vXwdI1pJNl9rcL+0tZERJ4H6jB9x1cD8zoLF6pqCxz/QKo3XJ6AtcwmQqrD0FA1E5nCtiAUWMGujOXWMJeo7UXlcONRYbFFu1W2/YBP8vlBXyF2FI4A+x6GwYPgDUObKP9FE09MH0eCGBfyFA2UsY9ibuEmFrAiyLVyijtI5yo5YiQ6Ve6dKLlUWO+OxSyhmH2MtEbelb9azBKG2jqJCwKvtqRTo3UdK3kzT5Egxo2syqo/adqkJChgYf1tcAg2T3gbJTRStr8JSUJLSQFxm8+VLmUVw1W6d/UKk0R4YtK4jFqInpOLIqRezSFUqP3DcAGjVfXVrhaw1TQ6ldurak5hhn5zxp6+J0mUSrZ3OO8mbrFy+RSV1DKnfsMxy8RIMJd1GcbLhe9cOd2R7CGPdvJop/CIMgxTthrgN0fhuwfhnhlwUHYw564NpDCNDUey55jqD64grXsqzbeCeKcs7M84Rabzdtz/CWI8x7mmasbhNlJEuIf3dbiNrVTxYX4aeEfZrOJGFnKrCfcNguRoAu2mJN1xRIMxRMCW0zIiE5ebtoxFbGOKN1qe7igVkftFpFlE9onIfSLyhqxlqsns1ZX9ygnvcXkAONQeZd7BFK3DCqBJoCTzoWgl17GQ9WylytzkvtEECPzQLHcta1nJdUGel6u48TzDA6m7k72HZfXXqJqxk4dh0mr4DbDXvl76EEz60H2c/yfYOsmMszUznD2MDG7WUVJMYRtFtLKO2RxgaCBPn8uaXh/f6i3ChXPDnuEqbmQJi2mkhDvyrwHo0HNczTwq7JVtpLTTHKsnqKSNGDtLzgHSXQCeKBkXeFqT27fRmFdCA+VB7pnzuoBjCvB6Tg36qpA8mkNbk/Z+I864A7gbAmns1XbaP4WWuVxVPyQiC10/sONBjj9J+syjqqpKq6s77x47kGkhRvyxNnQ0yO+AWtCFsG7YTBopIUZbUBNw8v4aZDHQDLwHFl/9Hxm5Rm48zFVXX8itQV6QS8h1hG+4Oyljs7zAEWAYBLXhBwPXfBPW3zA9aFIJJjzYTh5DOcBM1lPL+MCgHU8B2v7CPFYzkj0sZXmH800ycYJP8gNG7Gw1Cd6TMn/Hh9qjpPIiQXV5J4V3JadMtUqTf1fZXktN3sQgF6/e5rc1UkIFu6ilMuNYltiKPp0dn8cgIjWqWnW867/mwgv17N890u1yr1z3cV5d94sLVDVnVd7JQESeUtULu5omIs8A/wysxyQpZ5aSV92fy758qNADQJwEJK3RssidUEa97S+VCMpA1Q4bA7+EZ38J3AnL130lqDYPxmi4ArZuDKqBMpugnMzwvMJsYgbX/wmuwvxFgzFee4F7Pgez6h+0df5MBYzDDGYoB3iOc6llfNDMMSzTH4jcwfwujcKFPBW0Unli7LhjjFbysBBNpqinjGqqaKWIbUwmZbWdUVI0UB4kHW/LS/dbayFOJduJkmQWGyilkSJaWM081jKbNcyljIagxJbHE6JFRK4WkTz7uhpCVacNq4GNwFiODRPm7BV4w+UJ2HmpCScxGlNTMAoXPbIjCBm5JOIGyng5Cc8BGx4GvgMLv38bycNCiw0BzmJTMG6zjEUsZXmGSMP1qwqzkFthklL2I2OsXEe7wZgEET4NN+38JiPZE4xrOUPmhCIV1LHuNK16voIFbGRakLD9fT4ZjDttZBobmcZeW+VkRf7nqKGKBAXUW7FHA2XUMp7NTAvSBsJdohsppZLt9sHAhHbrqAhKYhXRSpwWYiRyrubhOX701deQOhrt9vXqq/3mNn4t8K/A/9rXbDstQFVXqer5wBpVfaOqlodeb8x1R/3mjD19z1ga2D57DE9MGMf2T40x9QUPwizWB9XhWyhiFpv4xYH3MhhTdvDOrcA3IDod4ue0wTyBecLCy29jPncERuZGVgU3QdcheRmLMo5hNfPgo8qUb5rPCWAScHkxplnCSph//Z28j3uCskhu+xdRSzmNp10Ia5ltTJKwsvbHmBSoLB3hIr/RfKWCXRTRSpQUc7mbiVTTQhGtFFFOPdPYTIwEV+zcwuT9NSSIBdU0ahlPFdVUUBcYtVIacQ1HU0SOaYmyggXHfJfO0HrODFT1RVWdpaqvt69/UdUXOln2ehG5RETmAYhIXERybtftxRmeY4iSYjx17Ly6jLGPvED8kTYWXmrGqeZxJ3ALc1nHVq1isNRwBGh4Efa+aMamzt8KVJr8rMEiVGq62vh8W13e9OeqZyuTM/adJMIKFjDzhnO4ufYFXr4f9h6EhmYoa8YU6r0Mplxfw/YfVrDKVqHIBTc2lEf7gDJuTirfWSUNI6E3Qymu/FaUCDPYRLypjeQQWJ1/HaU0UUU1Ze0NpPIiVB02Iq7qYeOopDaoqehqFzpP28n/nWGawraMIswmTBw9RsQxk/W02iakCWIZaQTrbTWVCupooCyQ3XtCvCpwNIc2NjmIM0RkDfAuoFlVx9lpXwHejenB1Qxco6rHHWcXkTcCKzFNKRV4FPg3Vf1rB8veDFQBFRgBRwS4C1N5o/t9eXFG7pzO4ozOuJdZzHl6g2nqPUmN4vBF0uMqG4Sts0w4bxhQVmlXLIaGh41KcDyATszo+7SRaVzx/S1wCPhiJ3+D1wv7VsPwYthg44YXY8a9RgyBs39v8pIipDK23RWLWcJgDhMlddpUO1/AClZxI6uZFwhoSmik/LB52F2V/xmmspkUUUppJEKKRkqCsUswsvgaTMWMSmpJEqGGqg5z1rZSlXG9jeI0s5bhZiYzhl00YtSKc1jPXuKMoIW91muro4IiWoJq/hGSjLU91k4HTlScIW+aqNybg0L881fD/6ztUpwhIpcCbcBPQoar0HZBRkQWABeo6rGN53I9XpE/Ad/HNJEEeD/wGVWd1MGyTwFvBp5U1TfbadtVNaf8dm+4esCZaLgCHhMTqtuNMWLDMWq2jypcL2baGGAfQYiRUdDwOdgPvKUYNu6bmqn22ynwdWi5o4DNduwGYFq4zNA7xWyrGZ7dbSY52dF5wPBRoH8GSZrK5uOpy+hHdSbgJO8txI+pH2namNQSaU+xLW8yKSLms5VqFO1vo3VYAdU2zaGVol5JsHbHBSaE22Ll9SN2tkIz1F9aQi2VzDj8IIn8AmKH20hGIxTmddz7bCDSnwyXPZ4y4H+c4cqa90VglKpef5yHi4g8lm2kRORPqvrWDpZ9XFUvFpEnVfUtIvJaTF3DnAyXH+Py5MYkNcZpJGkDthq4REzrEmfIBmHEHaOAKJzTCm+5ysy/4pIt1FOarsE3Vkl+H+LvbGPOORuY9v1HSRLNHD/5tcIfFSrh/CnGq9sfej37IrzyRuBzMP6xXSQPCzNZzxrmsoa5OdUUHKisZTbbrXgCCMaogEC1WUCCForYlDeDBDEms42i9lZi7UYg0zisKOilliLSa0ZrPTNoJZ6RtJygAKKQrIJqqiihkchRiB1uI/oipPJ63t35tOZVzG+uu5epqT5HRKpDr0/ksgsRWS4iezDll5ac4BFvFpEviEiZiJwjIv+O6ck1TESye3L9QkRuBYaKyMeB3wL/L9cdecPlyZ3paoyWe14bYl8/w/yAHgAexoha7RBIahDsva/IqBR3w9+kiUX7vxvkAkXzFapg34vw8mK44qItgUw7zKFfRGCUCRueB1RijNgw4Gzn4e02zSnHPvYC1667mxlsoojWHherHQhcx0qSRINk4XRx4aKgyLDJyzKVMiqoYzLbiDe1ETuYIpEXs+HAicF6c1nXa8eXIJbhXcdJUNreRHI43JF/DXNYz0XUIsM0KPYb76QCyBmL0hPDda+qVoVet+W0C9XFqjoSWAt8+gSP+H3AdcBmYAtwPUZVmCF1F9PL5B5gHXAfZpxriap+N9cd9UmoUETmAP8JnA9crKrhk/oi8FHM17FAVTfZ6ROBOzHDKQ8AC1VVRSQK/ASYiMkZeJ+qNth1PgKB9GqZqv7YTi8Hfo657z0JfKi73jFwhocKO+JyO95VhUm+WgqHdkPhO4Bvwt6xRsU2PiSg2CrCEeDy0bB61zXpJ/y7BJZiPLbtnY958UtgCDy52/whnF8JvAPj8b2DdKflQxjvcBDsnHAOP+XDLGcpC1gRyPQ7Knp7OrGTMmK0BQ0ywwVb3RjVaub1mpflyeSEQ4VjJyprcggVfvlqePCEQ4XnAL/uaN7JwF6bice7fl95XDswt7qMtHARuQAzoPcm4ArgByLiJDM/BD6BCUSNtvPBGLm/qep5mK6aX7fbGgbcjFFTXwzcLCKvs+t8Hfi2qo4G/ma34ekpvzUhPACisHd7EYXvwRifIbCFqRlGC2CKKiOAht3wHrkTbraJ81cr7NLOjRZw7w9nwmeBYkJdrjDe1hTQ0RiPcA9Wpw98B8ZueIHlj32FJ6jscXPGgcxYGoIHh4uoZQrVwcvhjVY/pmehwh4jIqNDH2cBO4//YHvMn0TkouNduU8Ml6o+q6od6ZjfDfxcVZOqWo/Jcb1YREqAQlV9VI2L+BPgX0Lr/Ni+XwdcZl3RGcBDqrpfVf8GPARcYee9wy6LXddty9NT7lO4xrwdQQvcrbAQDhVHOg09na9KmfX0D30DGCPH5AV1xBzWGwXi9+H8z8P5PyU9vlZsF3rRvvZhwpWHMGNxq+Gib+2AB4Xl3MQ7eeC4T3kgkf3g4DkzEZGfYeTpFSLykoh8FPiaiOwQke3AdDilIYhpwKMi8ryIbBeRWnscOdHf8rhGAH8KfX7JTnvZvs+e7tbZA6Cqr4jIQUyhhWB61jpFwAFVfaWDbR2DHeT8BMCoUaOO66ROe6ZneUmXKoU5rDZcFcYbReLci+6DIcLG307tss7gemYwYzREp2DG08AYLidGc+NuVoFIFGPUfokJMM+D+NY2Zs1/kGUli3wBWU//xXlc3ZGDx6WqH+hg8u09PKLe5J9PZOWTZrhE5LfAP3Qwa7Gq/qqz1TqYpl1MP551utrWsTPMIOdtYMa4OlvOc5y40OAlZrzsim9tgcsEJnRwqZuEWbuBWsxQ7yCMUTpqpsluzLjWFIzXtcPOGwJcRlDGikqz/E0Hv0n92LtZj0mQzs5F8nj6FCfO6I4uO2CdfETkLV3NV9UnO5jWYUWNXDlphktVLz+O1V4CW/rb8Aag0U5/QwfTw+u8JCJnYW5T++30qVnrbAFaMBLMs6zXFd6Wp6/4ozVUj0nnP9alGKOVxIxyghnfcsPfR0n72JdhDNQfMTUBDhIoHXnYrt8M5UOamD/kNpLRCBvzdtFIaZedhj0ezzF8s4t5ihma6VX6W6hwPXC3iHwLKMXcXh5X1XYRSYjIW4HHgA8D3w2t8xFM/HY28DurNtwEfDUkyJgOfNHO22yX/bldtzMP0HOqmdSFU/tDhYtsQvJBjAc1CJMzZpOi904oYsSGVmPchmCMl01gJmqnNZMOJdZCdA9ED6a4YvQWqILtJdVUU+UNmKdv6cVQ4clEVU95Qco+MVwi8h6M4Xk9JkHtKVWdoap/EZFfAM9gGuN+SlXd13I9aTn8b+wLTJz2pyLyHMbTej+Yvi62FtcTdrmloV4vnwd+LiLLgD/Tt7FeT094whq2b9mI72hMWBDQKkxlhmLSnpczWE5x+EeM0brKfq4BCkPLHIRYSaLTrsIezykj11BhHxuuMCIyDrgA80gJgKr+pLf30yeGS1XvB+7vZN5yOLYCqs31OibHQFWPku64mT1vDbCmg+l/xUjkPQOVG4wB204F43fugh0g1aRbsuzBKAsdLkl5iP38MMZTc8sXYwyg1d+0UsRilvj2HR5PjtjCuVMxhusBjADjjxgVeK/S30KFHk+PGE+daUk31hQEjtNCCY1Ey037lPjONoiCDgHZgxkjqyIdQozazwftBpuhPNnE/MI7OTQqQkvet31FB0/fMEBChSFmAxOAP6vqPBEZDvzoZOzIGy7PaYNrJgmmBUeMBAvHGqWggKmTcgemSvm61rThqiVdX7FEWcvsoIgS4DtKeTy5cURVXxWRV0SkEBOoz7k5ZE/whstzWtJVftYIWgjynXdKMEbm6M2afR7PcTPwxriqRWQoplhuDaaNyuMnY0fecHnObMaqCTV6PP2NARYqVNVP2rerRWQjptpRztUweoKvDu/xeDyeE0ZEXC0bVLVBVbeHp/Um3uPyeDye/sgA8bhEZBCQD8Rt3qyrTlSIycftdbzh8ng8nv6IAkdyWC4HwyUiVwArgTzgR6r6tRM6tkyuw/RtKMW0iXIcAr7fi/sJ8IbL4/F4TmNsa6jvA/+EKYX3hIisV9VnemP7qroSWCkin+lJM8gTwRsuj8fj6Y+8SrrrQXfLdc3FwHO28AIi8nNMO6heMVwhbhWRBcCl9vMW4FZVfbmX9+PFGR6Px3Oa01mLp97mB5hO9D8Ivf/hSdiP97g8Ho+nX/IquY1xmc6Cc0RkVmjqbbYlE/SwlVNPCXXauEhVJ4Rm/U5Enu6t/YTxhsvj8Xj6I0pPQoX3qmpnhTU7axfVWzwOvAVoF5FzVfV5ABF5IydJ8+gNl8fj8ZzePAGMFpFyYC+mg8YHe3H7zqNbBGwWkb/az2XAvF7cT4A3XB6Px9MfyTVU2I1Po6qviMingU0YOfwaVf3LCR9fmteLyA32/a12H3/HtDZ5M7C5F/cFeMPl8Xg8/ZNcQ4U5BONU9QFMq5GTQR5QQOZYWoH9P3YydugNl8fj8XhOhKYuxtdOCt5weTweT3+kl0KFp4COVIsnFZ/H5fF4PJ4T4bJTvUPvcXk8Hk9/pBfHuE4mqrr/VO/TGy6Px+PpjwycUOEpx4cKPR6PxzOg8B6Xx+Px9Ed6r8juaYc3XB6Px9MfybUf1ysn+0D6Hz5U6PF4PJ4Bhfe4PB6Ppz/iQ4Wd4j0uj8fj8QwovMfl8Xg8/REvh+8U73F5PB5Pf8QlIHf3OkHDJSJzROQvIvKqiFSFpl8sIk/Z19Mi8p4T21Pv4T0uj8fjObPZAVyFaUmSPb3KtkUpAZ4WkQ2223Gf4g2Xx+Px9EdOUahQVZ8FEJHs6YdDHwdhfMB+gQ8Vejwej6dDRGSSiPwFqAXm9wdvC7zH5fF4PP2X3M3EHBGZFfp8m6re5j6IyG+Bf+hgvcWq+qvONqqqjwFvEpHzgR+LyG9U9WjOR3WS8IbL4/F4Bj73dtXMUVUvP5GNq+qzIvJ3YBxQfSLb6g18qNDj8Xg8xyAi5SJyln1/DlABNPTpQVm84fJ4PJ5+iQIv5/A6sdIZIvIeEXkJeBvwaxHZZGddglESPgXcD3xSVVtOaGe9hA8VejweT7/k1MgKVfV+jGHKnv5T4KcntPGThPe4PB6PxzOg6BPDJSIrRGSniGwXkftFZGho3hdF5DkRqRORGaHpE0Wk1s5bJTbpQESiInKPnf6YiJSF1vmIiOy2r4+EppfbZXfbdSOn5sw9Ho8nV1xfk+5eZ17Np77yuB4CxqnqeGAX8EUAEbkAeD/wJuAK4AcikmfX+SHwCWC0fV1hp38U+Juqngd8G/i63dYw4GZgEnAxcLOIvM6u83Xg26o6Gvib3YbH4/F4BgB9YrhU9cFQItufgDfY9+8Gfq6qSVWtB54DLrblRgpV9VFVVeAnwL+E1vmxfb8OuMx6YzOAh1R1v6r+DWMsr7Dz3mGXxa7rtuXxeDz9BDfG1d2rX+QEn1L6gzjjWuAe+34ExpA5XrLTXrbvs6e7dfYA2JpaB4Gi8PSsdYqAAyHDGd7WMYjIJzCeHqNGjerhqXk8Hs/x4svDd8ZJM1y5ZGqLyGLM48Jat1oHy2sX049nna62dewMk31+G0BVVVW/qdXl8Xg8ZyonzXB1l6ltxRLvAi6z4T8w3s/I0GJvABrt9Dd0MD28zks2WW4IsN9On5q1zhagBRgqImdZryu8LY/H4+kneI+rM/pKVXgF8HlgVlYF4vXA+61SsBwjwnhcVZuAhIi81Y5RfRj4VWgdpxicDfzOGsJNwHQReZ0VZUwHNtl5m+2y2HU7rdXl8Xg8fUOuY1xnnuHqqzGu7wFR4CGrav+Tqs5X1b+IyC+AZzAhxE+pqvtWrgfuBAYDv7EvgNuBn4rIcxhP6/0AqrpfRL4CPGGXW6qq++37zwM/F5FlwJ/tNjwej8czAOgTw2Wl653NWw4s72B6NabAY/b0o8CcTra1BljTwfS/YiTyHo/H009xeVzdceZ5XL5yhsfj8XgGFP1BDu/xeDyeY8hVnOHzuDwej8fTL3gVONztUicaKhSRFcBMIAU8D8xT1QN23njgVqDQHtBF/aGRpA8Vejwez5lNZyX4zgLuAuar6psw6UUv99VBhvEel8fj8fRLTk2oUFUfDH38E+lUoenAdlV92i7XekI76kW8x+XxeDz9kh7lcc0RkerQ6xPHudNrSacajQFURDaJyJMi8u/Hfy69i/e4PB6PZ+Bzr6ou7WzmcZbgOwvTBfkizGDbwyJSo6oP9+qRHwfecHk8Hk+/pPfyuE6gBN/vVbXFLvMA8Bagzw2XDxV6PB7PGUwXJfg2AeNFJN8KNf4RU9Woz/Eel8fj8fRLTlmR3c5K8P1NRL6FKZunwAOq+usT3Vlv4A2Xx+Px9EuU3BSDr57YXrouwXcXRhLfr/CGy+PxePolCUzzi+54Cc6w8hmSHofzdIeI/B/wwknYdBzTJ+x0xZ/fwMaf3/Fxjqq+/nhXFpHzMP0FuyOpqjuOdz8DEW+4+gEiUq2qVX19HCcLf34DG39+nv6GVxV6PB6PZ0DhDZfH4/F4BhTecPUPbuvrAzjJ+PMb2Pjz8/Qr/BiXx+PxeAYU3uPyeDwez4DCGy6Px+PxDCi84eolRGSFiOwUke0icr+IDA3N+6KIPCcidSIyIzR9oojU2nmrxNZbEZGoiNxjpz8mImWhdT4iIrvt6yOh6eV22d123Ugvn98cEfmLiLwqIlVZ8wb8+R0PInKFPefnROQLfX082YjIGhFpFpEdoWnDROQhex0fEpHXhead9O+xF89tpIhsFpFn7d/lwtPp/DzdoKr+1QsvTNO1s+z7rwNft+8vAJ7G1AIrx7TGzrPzHgfeBgimB84/2+mfBFbb9+8H7rHvhwF/tf+/zr5/nZ33C+D99v1q4PpePr/zgQpgC1AVmn5anN9xXI88e65vBCL2GlzQ13+HWcd4Kaaa947QtG8AX7Dvv3Cq/0578dxKgLfY9zFM594LTpfz86+uX97j6iVU9UFVdWVX/gS8wb5/N/BzVU2qaj3wHHCxiJQAhar6qJpfw0+Afwmt82P7fh1wmX0KnAE8pKr7VfVvmJbbV9h577DLYtd12+qt83tWVes6mHVanN9xcDHwnKr+VVVTwM8x59VvUNVHgP1Zk8PXPnwdT/r32Mvn1qSqT9r3CeBZYMTpcn6ervGG6+QQ7iI6AtgTmveSnTbCvs+enrGONYYHgaIutlUEHAgZzvC2Tjan+/l1RmfH2t8ZrqpNYG7+QLGdfiq+x5OCDeG9GXiM0/D8PMfii+z2ADm+LqLSwfLaxfTjWaerbeVMLufX0WrHcUx9cn69TH88phPhVHyPvY6IFAD3AZ9V1UN2eKrDRTs5pn59fp6O8YarB+jxdxEdGVrsDUCjnf6GDqaH13lJTAO3IZiQz0vA1Kx1tmAKhA4VkbPsk2F4WznT3fl1woA5v16ms/Pu7+wTkRJVbbJhsmY7/VR8j72KiJyNMVprVfWXdvJpc36ezvGhwl5COu8iuh54v1UolQOjgcdtGCMhIm+1cfMPA78KreOUSrOB31lDuAmYLiKvs2qp6cAmO2+zXRa7bmceUm9zup9fZzwBjLZqxwhm8D6XHhR9Tfjah6/jSf8ee/Mk7LHcDjyrqt863c7P0w19rQ45XV6Ywd49wFP2tTo0bzFGxVSHVSzZ6VXADjvve6QrmQwC7rXbfBx4Y2ida+3054B5oelvtMs+Z9eN9vL5vQfzpJkE9mEMymlzfsd5Ta7EqNmex4RT+/zvMOv4fgY0AS/b7+6jmDGah4Hd9v9hp/J77MVzuwQTntse+s1debqcn391/fIlnzwej8czoPChQo/H4/EMKLzh8ng8Hs+Awhsuj8fj8QwovOHyeDwez4DCGy6Px+PxDCi84fJ4PB7PgMIbLo/H4/EMKLzh8niOA5H/394d20QQQ0EAnS+SQxCRXUhOSkJIIVRAGUh0cgVQACEJbVAEAegT7FXgxDL7XgWTjezVeuq+tu21Q1VdnTeh7mbngj3wAzIMqqqXbK8rXCb56u7XyZFgFxQXDDq/UfiZ5DvJQ3f/To4Eu+CqEMbdJLnOtsB7mJwFdsOJCwZV1Vu25ePbJMfufp4cCXbBHhcMqKqnJD/dfaqqiyQfVfXY3e+zs8F/58QFwFJ84wJgKYoLgKUoLgCWorgAWIriAmApiguApSguAJbyBznY/NTMsclpAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "swp.DBTH.plot.contourf(x='x',y='y',cmap='jet',levels=range(-30,100,1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "from matplotlib import axes\n",
    "from matplotlib.ticker import NullFormatter\n",
    "import cartopy.crs as ccrs\n",
    "import cartopy.feature as feat\n",
    "from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "13\n",
      "19.5\n"
     ]
    }
   ],
   "source": [
    "final_ele = len(vol) - 1\n",
    "print(final_ele)\n",
    "print(vol[final_ele].fixed_angle)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Iterating over sweeps and stacking points\n",
      "Creating 3D Grid\n",
      "Interpolating Data into 3D Grids\n",
      "Gridding Complete\n",
      "Plotting Max-Z\n",
      "0:00:44.514955\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 741.6x720 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "tstart = dt.datetime.now()\n",
    "vol = wrl.io.rainbow.open_rainbow_dataset('2017030700000300dBuZ.vol', reindex_angle=False)\n",
    "print('Iterating over sweeps and stacking points')\n",
    "swp_list = []\n",
    "print('Creating 3D Grid')\n",
    "for v in vol:\n",
    "     # georeference and stack dimensions\n",
    "    swp = v.pipe(wrl.georef.georeference_dataset).stack(points=[\"azimuth\", \"range\"])\n",
    "    swp_list.append(swp)\n",
    "# concat sweeps to volume\n",
    "vol0 = xr.concat(swp_list, dim=\"points\")\n",
    "# Create XYZ Coordinate DataArray\n",
    "xyz = xr.concat([vol0.x, vol0.y, vol0.z], dim=\"xyz\").transpose()\n",
    "# Create Target 3D Grid\n",
    "trgx = np.linspace(xyz[:, 0].min(),xyz[:, 0].max(), 500)\n",
    "trgy = np.linspace(xyz[:, 1].min(),xyz[:, 1].max(), 500)\n",
    "trgz = np.linspace(0, 20000, 80)\n",
    "yy, hh, xx = np.meshgrid(trgy,trgz,trgx)\n",
    "trgxyz = np.stack([xx.flatten(), yy.flatten(), hh.flatten()]).T\n",
    "# Create Gridder/Interpolator\n",
    "trgshape=xx.shape\n",
    "gridder = wrl.vpr.CAPPI(polcoords=xyz,\n",
    "                     gridcoords=trgxyz,\n",
    "                     gridshape=trgshape,\n",
    "                     maxrange=float(vol[0].range[0])*1e3,\n",
    "                     minelev=0,\n",
    "                     maxelev=vol[final_ele].fixed_angle,\n",
    "                     ipclass=wrl.ipol.Nearest)\n",
    "print('Interpolating Data into 3D Grids')\n",
    "# Interpolate Data into 3D Grid\n",
    "crtd_ref = vol0.DBTH\n",
    "vol_zh = np.ma.masked_invalid(gridder(crtd_ref.values).reshape(trgshape))\n",
    "trgx = trgxyz[:, 0].reshape(trgshape)[0, 0, :]\n",
    "trgy = trgxyz[:, 1].reshape(trgshape)[0, :, 0]\n",
    "trgz = trgxyz[:, 2].reshape(trgshape)[:, 0, 0]\n",
    "print('Gridding Complete')\n",
    "\n",
    "print('Plotting Max-Z')\n",
    "\n",
    "plt.style.use(\"dark_background\")\n",
    "fig = plt.figure(figsize=(10.3,10))\n",
    "# define axes\n",
    "left, bottom, width, height = 0.1, 0.1, 0.6, 0.2\n",
    "left, bottom, width, height = 0.1, 0.1, 0.6, 0.2\n",
    "ax_xy = plt.axes((left, bottom, width, width),\n",
    "                 projection=ccrs.AzimuthalEquidistant(float(swp.longitude),\n",
    "                                                      float(swp.latitude)))\n",
    "ax_x = plt.axes((left, bottom + width, width, height))\n",
    "ax_y = plt.axes((left + width, bottom, height, width))\n",
    "ax_cnr = plt.axes((left+width, bottom + width, left+left,height))\n",
    "ax_cb = plt.axes((left + width + height + 0.02, bottom, 0.02, width))\n",
    "\n",
    "# set axis label formatters\n",
    "ax_x.xaxis.set_major_formatter(NullFormatter())\n",
    "ax_y.yaxis.set_major_formatter(NullFormatter())\n",
    "ax_cnr.yaxis.set_major_formatter(NullFormatter())\n",
    "ax_cnr.xaxis.set_major_formatter(NullFormatter())\n",
    "\n",
    "# # label axes\n",
    "\n",
    "# draw CAPPI\n",
    "plt.sca(ax_xy)\n",
    "xy = ax_xy.contourf(trgx,trgy,vol_zh.max(axis=0),cmap='jet',levels=range(-30,100,1))\n",
    "gl = ax_xy.gridlines(crs=ccrs.PlateCarree(), linewidth=1, color='black', alpha=0.5, \n",
    "                     linestyle='--', draw_labels=True)\n",
    "gl.xlabels_top = False\n",
    "gl.ylabels_left = True\n",
    "gl.ylabels_right=False\n",
    "gl.xlines = False\n",
    "gl.ylines = False\n",
    "gl.xformatter = LONGITUDE_FORMATTER\n",
    "gl.yformatter = LATITUDE_FORMATTER\n",
    "gl.xlabel_style = {'weight': 'bold'}\n",
    "gl.ylabel_style = {'weight': 'bold'}\n",
    "ax_xy.add_feature(feat.BORDERS,color='w')\n",
    "[ax_xy.plot(r * np.cos(np.arange(0,360) * np.pi / 180), \n",
    "         r * np.sin(np.arange(0,360) * np.pi / 180), 'w--', linewidth=1, alpha=0.5) for r in [25e3,75e3,125e3]]\n",
    "# ax_xy.set_xlim(-125e3,125e3)\n",
    "# ax_xy.set_ylim(-125e3,125e3)\n",
    "ax_xy.plot([0,0],[-10e3,10e3],'w-')\n",
    "ax_xy.plot([-10e3,10e3],[0,0],'w-')\n",
    "\n",
    "# draw colorbar\n",
    "cb = plt.colorbar(xy, cax=ax_cb)\n",
    "cb.set_label('dBZ',fontsize=15)\n",
    "\n",
    "plt.sca(ax_x)\n",
    "plt.contourf(trgx/1e3,trgz/1e3,vol_zh.max(axis=1),cmap='jet',levels=range(-30,100,1))\n",
    "\n",
    "plt.sca(ax_y)\n",
    "plt.contourf(trgz/1e3,trgy/1e3,vol_zh.max(axis=2).T,cmap='jet',levels=range(-30,100,1))\n",
    "# plt.xlim(0,20)\n",
    "ax_y.set_xticks([5,10,15,20])\n",
    "# plt.grid(axis='x')\n",
    "\n",
    "plt.sca(ax_cnr)\n",
    "plt.tick_params(\n",
    "    axis='both',          # changes apply to the x-axis\n",
    "    which='both',      # both major and minor ticks are affected\n",
    "    bottom=False,      # ticks along the bottom edge are off\n",
    "    top=False,         # ticks along the top edge are off\n",
    "    left=False,\n",
    "    right=False,\n",
    "    labelbottom=False)\n",
    "# labels along the bottom edge are off\n",
    "plt.text(0.09,0.65,f'Max Range: {int(vol[0].range[0])} km',fontsize=12)\n",
    "plt.text(0.12,0.5,'VPR Height: 20 km',fontsize=12)\n",
    "plt.text(0.15,0.3,pd.to_datetime(vol[0].time.values).strftime('%H:%M:%S Z'),weight='bold',fontsize=17)\n",
    "plt.text(0.12,0.15,pd.to_datetime(vol[0].time.values).strftime('%d %b, %Y UTC'),fontsize=14)\n",
    "ax_xy.set_aspect('auto')\n",
    "# plt.savefig('plots/'+'Shp_Max-Z_'+str(filename[-29:82])+'.jpg',dpi=200,bbox_inches='tight')\n",
    "print(dt.datetime.now()-tstart)"
   ]
  },
  {
   "attachments": {
    "image.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Imported from https://github.com/syedhamidali/cappi/blob/main/CAPPI_WRADLIB.ipynb\n",
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}