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    "# Idealized tropical cyclone\n",
    "This is the simplified tropical cyclone test of Reed and Jablownowski, using their simple surface flux and PBL scheme with the GFDL microphysics. This test uses an aquaplanet with a uniform 30C SST, allowing pretty rapid intensification even at minimal resolutions. For our test, since the TC is the only thing going on in the entire global domain, we use the grid stretching to reach 25-km resolution in a C128 grid over the TC. We also use the new do_cube_transform option so that the stretched tile (tile6) is oriented with North at the top, as we expect. We show four simulations:\n",
    "\n",
    "1) The control or \"essentially-inviscid\" case, using hord = 5, eighth-order divergence damping, and positive-definite tracer advection. This is like what we were using in nonhydrostatic HiRAM and what we are using in SHiELD and S-SHiELD\n",
    "2) \"4th-order damping\", which uses strictly-monotonic advection for all quantities and fourth-order divergence damping. This is like what is used in hydrostatic HiRAM and in AM4.\n",
    "3) \"Minimally-viscous\" diffusion, which is like (1) except hord = 6. Note that while this doesn't give great results at 25-km resolution it is very useful at controlling the behavior of convective systems at 3-km resolution while maintaining strong storms, and is used in T-SHiELD and HAFS. (**Moral**: What works at 3-km resolution need not work at 25-km or coarser resolutions.)\n",
    "4) Monotonic tracer advection, which is like (1) except with strictly-monotonic advection applied to passive tracers. This is like what is used in the operational GFS v16 and GEFS.\n",
    "\n",
    "While this test is crude ( it does demonstrate some nice characteristics of the dynamics on tropical cyclone vortices; most noticably it reproduces the results of Gao et al (JAS, 2021), behavior seen in SHiELD and the GFS regarding advection types, and the results from HiRAM regarding divergence damping and intense vortices."
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  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "310394ef",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt #xarray isn't much help for these native grid plots\n",
    "from matplotlib import ticker, cm, colors\n",
    "import cartopy.crs as ccrs\n",
    "import colorsys\n",
    "import xarray as xa"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "440ffd0a",
   "metadata": {},
   "outputs": [],
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    "large = 24; med = 20; small = 16\n",
    "params = {'axes.titlesize': large,\n",
    "          'legend.fontsize': med,\n",
    "          'figure.figsize': (8, 4),\n",
    "          'axes.labelsize': med,\n",
    "          'axes.titlesize': large,\n",
    "          'xtick.labelsize': small,\n",
    "          'ytick.labelsize': small,\n",
    "          'figure.titlesize': large,\n",
    "          'axes.titlepad': 6}\n",
    "plt.rcParams.update(params)"
   ]
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  {
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   "id": "5fe34110",
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   "source": [
    "Here we load just tile6. It is easy to plot on the native grid, although the axes should be taken as grid cells and not physical units."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "1b738d01",
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   "outputs": [],
   "source": [
    "root=\"/archive/Lucas.Harris/SHiELD/202103/C128r3.solo.TC%s/history/0000000000/atmos_4xdaily.tile6.nc\"\n",
    "ds_ctl=xa.open_dataset(root%(''),decode_times=False,chunks={'time': 1})\n",
    "ds_d1 =xa.open_dataset(root%('.d1'),decode_times=False,chunks={'time': 1})\n",
    "ds_h6 =xa.open_dataset(root%('.h6'),decode_times=False,chunks={'time': 1})\n",
    "ds_tr8=xa.open_dataset(root%('.tr8'),decode_times=False,chunks={'time': 1})\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "1c9d67b2",
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       "    ...            ...\n",
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       "    title:          C128r3.64bit\n",
       "    grid_type:      regular\n",
       "    grid_tile:      N/A</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-d4afa0b2-148a-4adf-bfbd-9ead6f6d6268' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-d4afa0b2-148a-4adf-bfbd-9ead6f6d6268' 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'>grid_xt</span>: 128</li><li><span class='xr-has-index'>grid_yt</span>: 128</li><li><span class='xr-has-index'>time</span>: 40</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-cb9f7943-7519-49a2-9016-d79227d4fae4' class='xr-section-summary-in' type='checkbox'  checked><label for='section-cb9f7943-7519-49a2-9016-d79227d4fae4' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>grid_xt</span></div><div class='xr-var-dims'>(grid_xt)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>1.0 2.0 3.0 ... 126.0 127.0 128.0</div><input id='attrs-dc4cb192-78c3-4bd7-aff8-7df8ae090d2d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dc4cb192-78c3-4bd7-aff8-7df8ae090d2d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-047ae98a-0fab-4da8-95aa-d503874f3e29' class='xr-var-data-in' type='checkbox'><label for='data-047ae98a-0fab-4da8-95aa-d503874f3e29' 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>domain_decomposition :</span></dt><dd>[  1 128   1 128]</dd><dt><span>units :</span></dt><dd>degrees_E</dd><dt><span>long_name :</span></dt><dd>T-cell longitude</dd><dt><span>axis :</span></dt><dd>X</dd></dl></div><div class='xr-var-data'><pre>array([  1.,   2.,   3.,   4.,   5.,   6.,   7.,   8.,   9.,  10.,  11.,  12.,\n",
       "        13.,  14.,  15.,  16.,  17.,  18.,  19.,  20.,  21.,  22.,  23.,  24.,\n",
       "        25.,  26.,  27.,  28.,  29.,  30.,  31.,  32.,  33.,  34.,  35.,  36.,\n",
       "        37.,  38.,  39.,  40.,  41.,  42.,  43.,  44.,  45.,  46.,  47.,  48.,\n",
       "        49.,  50.,  51.,  52.,  53.,  54.,  55.,  56.,  57.,  58.,  59.,  60.,\n",
       "        61.,  62.,  63.,  64.,  65.,  66.,  67.,  68.,  69.,  70.,  71.,  72.,\n",
       "        73.,  74.,  75.,  76.,  77.,  78.,  79.,  80.,  81.,  82.,  83.,  84.,\n",
       "        85.,  86.,  87.,  88.,  89.,  90.,  91.,  92.,  93.,  94.,  95.,  96.,\n",
       "        97.,  98.,  99., 100., 101., 102., 103., 104., 105., 106., 107., 108.,\n",
       "       109., 110., 111., 112., 113., 114., 115., 116., 117., 118., 119., 120.,\n",
       "       121., 122., 123., 124., 125., 126., 127., 128.], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>grid_yt</span></div><div class='xr-var-dims'>(grid_yt)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>1.0 2.0 3.0 ... 126.0 127.0 128.0</div><input id='attrs-2bf82cce-1364-4bc1-a28e-b24bae732767' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2bf82cce-1364-4bc1-a28e-b24bae732767' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3832d53b-1cf9-422b-b45e-d72031ec16ac' class='xr-var-data-in' type='checkbox'><label for='data-3832d53b-1cf9-422b-b45e-d72031ec16ac' 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>domain_decomposition :</span></dt><dd>[  1 128   1 128]</dd><dt><span>units :</span></dt><dd>degrees_N</dd><dt><span>long_name :</span></dt><dd>T-cell latitude</dd><dt><span>axis :</span></dt><dd>Y</dd></dl></div><div class='xr-var-data'><pre>array([  1.,   2.,   3.,   4.,   5.,   6.,   7.,   8.,   9.,  10.,  11.,  12.,\n",
       "        13.,  14.,  15.,  16.,  17.,  18.,  19.,  20.,  21.,  22.,  23.,  24.,\n",
       "        25.,  26.,  27.,  28.,  29.,  30.,  31.,  32.,  33.,  34.,  35.,  36.,\n",
       "        37.,  38.,  39.,  40.,  41.,  42.,  43.,  44.,  45.,  46.,  47.,  48.,\n",
       "        49.,  50.,  51.,  52.,  53.,  54.,  55.,  56.,  57.,  58.,  59.,  60.,\n",
       "        61.,  62.,  63.,  64.,  65.,  66.,  67.,  68.,  69.,  70.,  71.,  72.,\n",
       "        73.,  74.,  75.,  76.,  77.,  78.,  79.,  80.,  81.,  82.,  83.,  84.,\n",
       "        85.,  86.,  87.,  88.,  89.,  90.,  91.,  92.,  93.,  94.,  95.,  96.,\n",
       "        97.,  98.,  99., 100., 101., 102., 103., 104., 105., 106., 107., 108.,\n",
       "       109., 110., 111., 112., 113., 114., 115., 116., 117., 118., 119., 120.,\n",
       "       121., 122., 123., 124., 125., 126., 127., 128.], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.25 0.5 0.75 1.0 ... 9.5 9.75 10.0</div><input id='attrs-bb981d63-50a8-4b51-a859-7e6cf7976a19' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bb981d63-50a8-4b51-a859-7e6cf7976a19' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-68a1dbb3-7587-4cbc-8dbd-9a1ae7248711' class='xr-var-data-in' type='checkbox'><label for='data-68a1dbb3-7587-4cbc-8dbd-9a1ae7248711' 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>days since 0000-00-00 00:00:00</dd><dt><span>long_name :</span></dt><dd>time</dd><dt><span>axis :</span></dt><dd>T</dd><dt><span>calendar_type :</span></dt><dd>NO_CALENDAR</dd><dt><span>calendar :</span></dt><dd>no_calendar</dd></dl></div><div class='xr-var-data'><pre>array([ 0.25,  0.5 ,  0.75,  1.  ,  1.25,  1.5 ,  1.75,  2.  ,  2.25,  2.5 ,\n",
       "        2.75,  3.  ,  3.25,  3.5 ,  3.75,  4.  ,  4.25,  4.5 ,  4.75,  5.  ,\n",
       "        5.25,  5.5 ,  5.75,  6.  ,  6.25,  6.5 ,  6.75,  7.  ,  7.25,  7.5 ,\n",
       "        7.75,  8.  ,  8.25,  8.5 ,  8.75,  9.  ,  9.25,  9.5 ,  9.75, 10.  ],\n",
       "      dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-de381da4-11ca-4a3c-ae41-7dff8cb1433e' class='xr-section-summary-in' type='checkbox'  checked><label for='section-de381da4-11ca-4a3c-ae41-7dff8cb1433e' class='xr-section-summary' >Data variables: <span>(14)</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>vort850</span></div><div class='xr-var-dims'>(time, grid_yt, grid_xt)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 128, 128), meta=np.ndarray&gt;</div><input id='attrs-9ab56322-bf4e-4900-ac00-f6980cddc03d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9ab56322-bf4e-4900-ac00-f6980cddc03d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cd5e6c4d-2610-474d-8b32-4f71516c9cda' class='xr-var-data-in' type='checkbox'><label for='data-cd5e6c4d-2610-474d-8b32-4f71516c9cda' 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>1/s</dd><dt><span>long_name :</span></dt><dd>850-mb vorticity</dd><dt><span>cell_methods :</span></dt><dd>time: point</dd></dl></div><div class='xr-var-data'><table>\n",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
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       "  <tbody>\n",
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       "    <tr><th> Shape </th><td> (40, 128, 128) </td> <td> (1, 128, 128) </td></tr>\n",
       "    <tr><th> Count </th><td> 41 Tasks </td><td> 40 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float32 </td><td> numpy.ndarray </td></tr>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>u850</span></div><div class='xr-var-dims'>(time, grid_yt, grid_xt)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 128, 128), meta=np.ndarray&gt;</div><input id='attrs-25fe5bf7-230f-4214-9d30-57f3503585d7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-25fe5bf7-230f-4214-9d30-57f3503585d7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f4de7713-a861-4472-a2b1-5936a53b88b3' class='xr-var-data-in' type='checkbox'><label for='data-f4de7713-a861-4472-a2b1-5936a53b88b3' 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>m/s</dd><dt><span>long_name :</span></dt><dd>850-mb u</dd><dt><span>cell_methods :</span></dt><dd>time: point</dd></dl></div><div class='xr-var-data'><table>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PWAT</span></div><div class='xr-var-dims'>(time, grid_yt, grid_xt)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 128, 128), meta=np.ndarray&gt;</div><input id='attrs-c101999f-1292-4073-9051-72ea0103fa29' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c101999f-1292-4073-9051-72ea0103fa29' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-322d7e46-c230-4812-b651-a312eb53a92c' class='xr-var-data-in' type='checkbox'><label for='data-322d7e46-c230-4812-b651-a312eb53a92c' 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>kg/m**2</dd><dt><span>long_name :</span></dt><dd>Total water path</dd><dt><span>cell_methods :</span></dt><dd>time: point</dd></dl></div><div class='xr-var-data'><table>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TMP500_300</span></div><div class='xr-var-dims'>(time, grid_yt, grid_xt)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 128, 128), meta=np.ndarray&gt;</div><input id='attrs-8af90cf7-d50c-4847-b15c-5c4ec63305a5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8af90cf7-d50c-4847-b15c-5c4ec63305a5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-471bd5db-831f-48fe-b347-06c3c40d1aed' class='xr-var-data-in' type='checkbox'><label for='data-471bd5db-831f-48fe-b347-06c3c40d1aed' 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>valid_range :</span></dt><dd>[140. 400.]</dd><dt><span>units :</span></dt><dd>K</dd><dt><span>long_name :</span></dt><dd>mean 300-500 mb temp</dd><dt><span>cell_methods :</span></dt><dd>time: point</dd></dl></div><div class='xr-var-data'><table>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>condensation</span></div><div class='xr-var-dims'>(time, grid_yt, grid_xt)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 128, 128), meta=np.ndarray&gt;</div><input id='attrs-27e79ce1-4e51-446c-990d-492ca59cf7d1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-27e79ce1-4e51-446c-990d-492ca59cf7d1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6dacd6d5-19b4-412b-97b1-e578011c1d67' class='xr-var-data-in' type='checkbox'><label for='data-6dacd6d5-19b4-412b-97b1-e578011c1d67' 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>mm/day</dd><dt><span>long_name :</span></dt><dd>condensation</dd><dt><span>cell_methods :</span></dt><dd>time: point</dd></dl></div><div class='xr-var-data'><table>\n",
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      "text/plain": [
       "<xarray.Dataset>\n",
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     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds_ctl"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d5a3da41",
   "metadata": {},
   "source": [
    "Here is the minimum pressure of the TC. The control case, using \"virtually-invisid\" dynamics (un-limited hord = 5, eighth-order divergence damping, positive-definite tracer advection) gets quite deep, down to 925 mb at one point before weakening a bit, and on the second day undergoes rapid intensification. The control is much stronger than the other cases, which have additional diffusion in some form. Note that the intensification is unsteady in all of the cases."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "d9235f97",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Minimum central pressure [Pa]')"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
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    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 1440x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(20,12))\n",
    "ax = plt.subplot()\n",
    "ds_ctl.PRESsfc.min(dim=(\"grid_xt\",\"grid_yt\")).plot(ax=ax,label=\"Control (virtually-inviscid)\",linewidth=4,color='k')\n",
    "ds_d1.PRESsfc.min(dim=(\"grid_xt\",\"grid_yt\")).plot(ax=ax,label=\"4th-order damping\")\n",
    "ds_h6.PRESsfc.min(dim=(\"grid_xt\",\"grid_yt\")).plot(ax=ax,label=\"Minimally-viscous\") #Needs fixing\n",
    "ds_tr8.PRESsfc.min(dim=(\"grid_xt\",\"grid_yt\")).plot(ax=ax,label=\"Mono advection\")\n",
    "ax.legend()\n",
    "ax.set_title(\"Minimum central pressure [Pa]\");"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "67e34b0a",
   "metadata": {},
   "source": [
    "We can examine 850 mb \"flight-level\" winds. The control case gets up to above 72 m/s and oscillates thereafter, weakening a bit in the last couple of days."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "f175eef0",
   "metadata": {},
   "outputs": [],
   "source": [
    "#create 850 mb winds\n",
    "U850_ctl = np.sqrt(ds_ctl.u850**2 + ds_ctl.v850**2)\n",
    "U850_d1 = np.sqrt(ds_d1.u850**2 + ds_d1.v850**2)\n",
    "U850_h6 = np.sqrt(ds_h6.u850**2 + ds_h6.v850**2)\n",
    "U850_tr8 = np.sqrt(ds_tr8.u850**2 + ds_tr8.v850**2)\n",
    "#U850_ctl.max(dim=(\"grid_xt\",\"grid_yt\")).plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "b0b8d356",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(20,12))\n",
    "ax = plt.subplot()\n",
    "U850_ctl.max(dim=(\"grid_xt\",\"grid_yt\")).plot(ax=ax,label=\"Control (virtually-inviscid)\",linewidth=4,color='k')\n",
    "U850_d1.max(dim=(\"grid_xt\",\"grid_yt\")).plot(ax=ax,label=\"4th-order damping\")\n",
    "U850_h6.max(dim=(\"grid_xt\",\"grid_yt\")).plot(ax=ax,label=\"Minimally-viscous\") #Needs fixing\n",
    "U850_tr8.max(dim=(\"grid_xt\",\"grid_yt\")).plot(ax=ax,label=\"Mono advection\")\n",
    "ax.legend()\n",
    "ax.set_title(\"Maximum 850 mb wind\");"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e36be3a1",
   "metadata": {},
   "source": [
    "As we expect, the lowest-layer winds (not really a surrogate for 10-m standard winds since the PBL scheme is pretty primitive here) are weaker but the control stil gets up to be a nice Category 2 storm. Even the more diffusive cases manage to reach tropical storm strength."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "c3555309",
   "metadata": {},
   "outputs": [],
   "source": [
    "#create lowest-layer winds\n",
    "Us_ctl = np.sqrt(ds_ctl.us**2 + ds_ctl.vs**2)\n",
    "Us_d1 = np.sqrt(ds_d1.us**2 + ds_d1.vs**2)\n",
    "Us_h6 = np.sqrt(ds_h6.us**2 + ds_h6.vs**2)\n",
    "Us_tr8 = np.sqrt(ds_tr8.us**2 + ds_tr8.vs**2)\n",
    "#Us_ctl.max(dim=(\"grid_xt\",\"grid_yt\")).plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "69221b0e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(20,12))\n",
    "ax = plt.subplot()\n",
    "Us_ctl.max(dim=(\"grid_xt\",\"grid_yt\")).plot(ax=ax,label=\"Control (virtually-inviscid)\",linewidth=4,color='k')\n",
    "Us_d1.max(dim=(\"grid_xt\",\"grid_yt\")).plot(ax=ax,label=\"4th-order damping\")\n",
    "Us_h6.max(dim=(\"grid_xt\",\"grid_yt\")).plot(ax=ax,label=\"Minimally-viscous\") #Needs fixing\n",
    "Us_tr8.max(dim=(\"grid_xt\",\"grid_yt\")).plot(ax=ax,label=\"Mono advection\")\n",
    "ax.legend()\n",
    "ax.set_title(\"Maximum lowest-layer winds\");"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6ae14eff",
   "metadata": {},
   "source": [
    "Here's a nice plot of 850 mb winds from the control to show the formation, intensification, and pulsating of the vortex. Note between days 4 and 7 the vortex shows an asymmetric structure, as the storm's intensity levels off. This is an indication that there are interesting vortex dynamics going on even for this marginally-resolved storm, and could be a sign that the dynamical core \"wants\" to undergo an eyewall-replacement cycle (which it can't fully do because it doesn't have the resolution). After day 7 the storm axisymmetrizes and deepens a little more."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "d836a9c1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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8Wy5W9Dhqym3yGy3fh5ft4atzoapX3htOThl8ZhxGO7PqrKaehnE8bMvVTcGOf5R0ceZiMnb53OPJ2HJM96mPPLKsa6fm9eTZ9iti8aMvzycfPn1c9+05rD/7sxfVDum2fPUdL6hd5Ko9t6ivuPGUfv+FXJ+z/yntn5rR0vOfvXu6c3lFS89f+Oy/X9mEl9TXxu71UFMmKVs3li+C7/iCGferls4ZsZOuN7h1Nerh5BbGSy7uzwe4MeMYdQAVUvYYZTjHNuVyjSvl8kJmOlQXk6SaqdhN01Xrpmm6DNXMmDCW3C+mmun+q9PjYRRT8+Z84LF04c5SOmfEi61k7JZDX5aM/T9P/XIyNv+y5T299iMVsVA3BD2RL2ohP6OVYnXas7Vp7avv1o0zN6se1lZISzq+IB1fOwt0vLWcnN7p3A+mb7r2bclY4+h16YJz6eMsTZvjE7OOQ8PE3Ok3t+2blOjqdOVWP5CeaNn9rawq3VkJYPQm6kIzAAAAAABAlV1sr+j2+Ws299nOinY3NveY7Y+fPfnS40+vm53XC0uXtX9q6+/JbGR1dWJXU8Gc0AcAjL0sZNpdn9Pu+vyG8bq90goA2Km40AwAAAAAADAitZDpcrel+Ub6iQ9XTGV1PblwVrft6n1heiXv6iNnX9BK3tXxxUs6Nrf7ZfFzS8u6sJy+My6lax8xAgAAgHEVeUfz2KrSetsBDxwFAAAAAACohr9w8EZ98MWn1LHvMVr1JYdu08mVBT3w4hP2dRuS9KbDN+o9N9ypPEbdOL9Xd+09+FLs0y+e1X/52KP6lje8uq+2doquurGrqYy7mQEAAAC8Enc0AwAAACOwmC/pdPuMilgoCzVNZ1MKWV1T2ZSaoakwhHdlAQCqpxYyffHh2/TbJx/XO47cYT8bQtAbD96kpxfP64MvflpHZo6qlqVP5dSzTPfuu/Zlf/vdx57WxeWW/sYbXt13rnlq5bhumT7WVxkAAAAAOwcXmgEAAIAhaectPdt5Ue2io9najI5OHVEjqyuPuVaKli7mi7rQuaB20VZUVFDQddPXqR4YpgPAJDs4NacDU7N69NJp3bn7YM/P3zS3T9fNHNHzy8d1zdRBzdbnepbJY6Ffe/Yxvfbea/XFt9/UdxvbRUed2NVsbevveQYAAAAwmTiDJWkr944EU3rU96S46VXoce1bEs2cuKeIuUeM5UU61sldufT0uuYJaL2enV+YDxSmrYVp6yaeyLahYB6u717TlbfSC6d7sZuu88xKOracLidJaqQbGxq1dL0dMyMtM812ulx0G0dhYovmfWkr5v1t18ymY5LCjJl/s92ETrqt0b15IZhtsWZiHbO/mWzVqW3PHYAb9f+uj1otUx1l27IducbdeFP2fSQuL7iY2YOVl6xzWO9UGfW7WspOz63fkO6+JJMTY9vnjGJhIRm7tPBMMraiF5OxOxv7Xvr/dtHR0ysvaDFf1mxtWu84fLt21ac3LJddNf8L3Zb+4PzjOja9V93OfPLOs8fyR5JtaV28nIxdW/+8ZKw+vzsZkyTlJveZHBamTSdeM/mkbjYqk09i1+zDLubGUoXvNV16n3RVOh7aDm7+q+TqvqafuO2nhxDL3DDTlTM5I2uaY4U9/pHQYTo9Dq+ZC7DT3SPJ2Pufek6SFGNNJ5ae0OGZlZfuUj6s9Nj+TXPHFGeP6mMLT2gmtnXn7PUvxY7c+fJ2Xlpp6af/9BG9+/NfpfnLUzr31MbHWg89ne7bP7L0uA40D+qZ7qVXxGa0P1lOkrKskYyFWnplBbcBOBV6SV3PpthxYbk+pUKzb43TeauybR3GPLo63VMKMhPbSv52OSMzQdcet3Tqpn9v1NN1uvN9XTPuazbTdc7N+KXTbqf7sGK/GRO/aj4Z6r6YzlPN+VuSsbuPfFsylp85n4x1Lqdjp5MRaf7aa5KxPUfTMUkKM+mcYTe4KbNxTJl8YsYFMtuUSp5/CmYebKzX+M3MRtnxFA/Z2nl4R/P4qtJ640IzAAAAMAAxRj258rwu50u6dfqYdtVXLxbsqpsvC11lvj6lLzt4jx5ffFF/sPBp3T57o+a4kwwAJlIIQQenr9OZ1os6NJO+MH11mdfsuk3HW2f04MVPvXTh5sKfvvwk/XKno298/X2aazZ1/rL5QmvCStFWEaOavJsZAAAAgMGFZgAAAGCL2kVHf7b4uG6cOqxbZ7b+Lsvb5q7VxdasHll8UoeaB3Rt0985BgAYT81aU5kyXWpf0O7m3k2XOzZ1jY5NffYOsXe/drBfSvrYwhO6durQQOsEAAAAMHlKPpMIAAAAgCSt5Mv6+MJndO/crTrY3Ne7wCbVQk33zt2m891Ler6Vfmw3AGC8HZw5rFa+ogvtc9vdFEnSE8sndF1zvxrm8dcAAAAAIHGhGQAAACjtQue8zrbP6LW77tT0EB4vGkLQHbM3qVW09eTy8YHXDwCohoMzh5UXuU60Tm1rOy51l3Sue1k3TnM3MwAAAIDeeHQ2AAAA0KcYo061Tqoe6jo6c72yMNzvb94yc0wn22f0iYXP6O65W4c6LQDA9jgwfVCxdVnPrZzQ9dObe2fzIOWx0McXntAb9tw98mkDAABge8S43S1AKRVabzvmQnNQSMZildaIJJm2DmPrccumrF7L1EVtzATdNIuS08vNBLu5mZ4p16vjLkxj87xczMnMeXE7vVa6ofmldMF4esXEFtMT7GXPdLlyHbPAV7rJULQLx6xks4Jjx0xvpZOMZW4Dl6RrZ9OxmukbzXwEty+aLiXW0rGini6YN9KxmlveE6JsPz343n1nKNz2XXL07ercCpsXS8aGwkwvZOktNZh+QY10AgsuucmvxyKm+9uZtaFzjFFPrzyrA4392l3fJUnaU08Pq88sp6f36lvS87h77ur3bV6vM639+t0XH9eB4qimEndQn45nknW2F88mY7WZuWRMkkLNdOIdk/vb6ViYdokhvR6j2amiyYsxnWoVTWoveuSaoqhOj1v+uKc687AVZY+kRn286KbnYlkw5WysR3tMfBgx1027vOBWcGa6k/pMumCxz58WiXdck4zt6tyTLvhMOpS744xGQ2fbZ/XppWd09KqLzTNm7P6ZP20lY3/2Qnp6H1n5bM54fvk5HWge1MdWVh/hPReOJsvN1Q8mY5LUnN6bjIWGeSR33eT3plnJNbdRpUOlY67YkLpTP7Yb/2OiYSy2rSyVsnnBH7uZ8ctmGrXh9FzMHEebvtbFJKlmNnK3K7q+303SLZua6RfrNXdOL11nu50u12z6ZTM3a/JNbrapIt2/tRtTyVh+TfqJSsVS+lxQrZPObU13KNUxa8Oct+klXnaD9HQoTJnGmhkJ7ljSHIPa7xa7cZjZToNJbZkpJ/XYp9xxdslV5cahAHY2Hp0NAAAA9OF463lds+4i8yhdMzWnLz9yj55YfkYXu5dGPn0AwPAdaB7QbG1Wzy4/N5ILiDFGvdg6pfn6Lk3XSn6BFwAAAMCOtGPuaAYAAAC2ajFfUj3UtavEReYYoz628KSWi7amsoYON/fprnyvpmr9DcmnanXdNXubPr38pBqhodna1Xc+AwDG3b7GXjVCXU8tP6X5+i4dbKTvPiuriFHn2me10F3QnsYe7WnsHfg0AAAAAEw2LjQDAAAAm/Ri60XdOHND3+VaRUcPXnxUd81dr0PNvVrJ2zrZvqDfOv6E2sXqs/uunZnTaw5cp/lG+hF4V4QQdPvMzXpk8TO6c+5W1QPDegCYNPP1ec3X53Wpe1lPLT+tXdmS7po7ppp9dmdv3ZjrM8vP60J3QY1sRjfM3jigFgMAAGCcxMg7msdVldYbZ6QAAACATVjKlzVVm1LW5wn+c53L+vjCU/r83Xdotrb6jrXpWlM3zVyrV994SNLq3c6nlhf1S09/Su+58Q7tafZ+dGkWMr1q9mY9tvSU7pq9zb6fFQAwvnbXd2l3fZcONmv6gwuf0v7GvO6eO6a6e7HjOp2iqzPdizrduahW0VFU1Kumj+qu2Rte9o5mAAAAAOgXF5qHyJ/r40RginsHVVQ6VphvcLg6c1PQxdwXRrbybZKy9ZaeptkUY5GOFS2zbJbzdKxrKp02XVLTd1dhKh2PbdOeM5eTse75C8lY0V5Jt8U8AjVrTiVjKsyyycxFDVeuR9Gw1zxutZbeOKLZONz1l5il6ywa6TqLTrpc3khPb9RCj77d9WGj5to66nb2yojDaE111sT2cGOUsjHXFZXNUcH0Q2HG9Ptz/o7g2txcul6zRV7unNN9c7eotsGJ/XZizPD0ykmd+5x79Xlv/HvKs5quzjr/+sf+/sv+nceD+scf+aiOTh/T33vD9cm2vOHy7pf+/85WQ08undYb9t0mSfqlsy8ky610zidjU61rkzFJyppmubqVnJuNI3eDG9ucUm2JZmzntuEeqdbWWyWuv3VzUPbIpVdeHBfl578cM1yyddpyPb6IUjOFMxOr2SFqeqty7cmydLmaua6ad9OxWsPMw6z/8lDtxvQXf9rNI8nYfLuTjIWT6WmeX0m39c+6J6SpA3q6u6SPnvlTBX22nunTNdVUUxYyZSFTHnN1itU25EGarc9ptjanRn01fzxZtKRWS7vCseT09s/fmYxlmR+E16ZNrp01x0TTpt6m2QDq5Xac4HYcE3PX+Ht+78t8gO+MjYey+bRsnXYbNkHXt9fMxuZiw6o3BJMzYrpcvWbGdqZfcOcJ21137rH8mG9q2rWn3JMqug3TVjc9kzOLTo+Bb6rO9Kk3FZfMBCXbh4epdIcbXN/vjiXNuMAeg9qBWDoUTGrLzPSyHt8ns2VdenNtLZmHyF/AzsaFZgAAAKCHpfyyZmpTG15k3kgRo/5s8Qntrs3qNV/41zY9nVqo6YaZG/Xs8rM6t3KN9k/3fv/y4ak9+vTiKV3qLmt3nfc1A8Ckm6nPaqb+8tc47M4bKlQoj7mKWKgWamqsXQxeVPqiNwAAAABsxdZe7AMAAADsACdWntBN0+k7167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      "text/plain": [
       "<Figure size 2160x2448 with 21 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "p=U850_ctl.sel(time=np.arange(0.5,10.5,0.5),grid_xt=slice(45,100),grid_yt=slice(30,105)).plot(col=\"time\",col_wrap=4,vmin=0,vmax=72,figsize=(30,34),cmap=cm.twilight)\n",
    "\n",
    "\n",
    "for ax, tt in zip(p.axes.flat,np.arange(0.5,10.5,0.5)):\n",
    "    ds_ctl.PRESsfc.sel(time=tt,grid_xt=slice(45,100),grid_yt=slice(30,105)).plot.contour(levels=np.arange(90000,101000,2000),ax=ax,linewidths=0.5,colors='k')\n",
    "    ax.set_xlabel(\"\")\n",
    "    ax.set_ylabel(\"\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d6d828ac",
   "metadata": {},
   "source": [
    "We can compare the vortex structure and location at 850 mb on day 10 from the four cases. There are some interesting facts seen here:\n",
    "\n",
    "- Despite radically different amounts of diffusion to different components of the flow (rotational winds, divergent winds, passive tracers), all four cases do produce a distinct vortex with a calm center. This is most noticable in the \"minimally-viscous\" case, which otherwise produces the most diffuse vortex.\n",
    "- The 4th-order damping case (using monotonic advection for everything) is weaker than the control but still produces a nicely-defined vortex. This is because FV3's dynamics again emphasizes rotational dynamics: there is no explicit diffusion to the rotational component of the flow, which is dominant at these resolutions.\n",
    "- All four solutions have different locations. Since there is no mean wind, this means internal TC structure alone is causing differences in the beta drift of the vortex. (Note that while we see profound impacts on TC track by changing diffusion, this is likely because of the effect of diffusion on the synoptic-scale steering pattern, which is beyond the scope of this test.)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "32edba08",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Monotonic tracer advection')"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1728x1440 with 8 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(24,20))\n",
    "ax = plt.subplot(2,2,1)\n",
    "U850_ctl.sel(time=10,grid_xt=slice(40,65),grid_yt=slice(85,110)).plot(ax=ax,vmin=0,vmax=72,cmap=cm.twilight)\n",
    "ds_ctl.PRESsfc.sel(time=10,grid_xt=slice(40,65),grid_yt=slice(85,110)).plot.contour(levels=np.arange(90000,101000,2000),ax=ax,linewidths=0.5,colors='k')\n",
    "ax.set_title(\"Control (virtually-inviscid)\")\n",
    "\n",
    "ax = plt.subplot(2,2,2)\n",
    "U850_d1.sel(time=10,grid_xt=slice(40,65),grid_yt=slice(85,110)).plot(ax=ax,vmin=0,vmax=72,cmap=cm.twilight)\n",
    "ds_d1.PRESsfc.sel(time=10,grid_xt=slice(40,65),grid_yt=slice(85,110)).plot.contour(levels=np.arange(90000,101000,2000),ax=ax,linewidths=0.5,colors='k')\n",
    "ax.set_title(\"4th-order damping\")\n",
    "\n",
    "ax = plt.subplot(2,2,3)\n",
    "U850_h6.sel(time=10,grid_xt=slice(40,65),grid_yt=slice(85,110)).plot(ax=ax,vmin=0,vmax=72,cmap=cm.twilight)\n",
    "ds_h6.PRESsfc.sel(time=10,grid_xt=slice(40,65),grid_yt=slice(85,110)).plot.contour(levels=np.arange(90000,101000,2000),ax=ax,linewidths=0.5,colors='k')\n",
    "ax.set_title(\"Minimally-viscous\")\n",
    "\n",
    "ax = plt.subplot(2,2,4)\n",
    "U850_tr8.sel(time=10,grid_xt=slice(40,65),grid_yt=slice(85,110)).plot(ax=ax,vmin=0,vmax=72,cmap=cm.twilight)\n",
    "ds_tr8.PRESsfc.sel(time=10,grid_xt=slice(40,65),grid_yt=slice(85,110)).plot.contour(levels=np.arange(90000,101000,2000),ax=ax,linewidths=0.5,colors='k')\n",
    "ax.set_title(\"Monotonic tracer advection\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5ce702f8",
   "metadata": {},
   "source": [
    "Column precipitable water can explain much of the intensification of the storms. In the control there is a strong gradient between moisture near the center and outside of the vortex, indicating the importance of water vapor for the intensification of the storm. The 4th-order damping and Minimally-viscous cases can get a lot of moisture into the center but the dynamics don't seem to be able to take advantage of it, perhaps due to diffusion of the vortex. (Since there is no convection scheme here that would fire in a real model, I wouldn't place a lot of emphasis on this result. Indeed in HiRAM intense vortices would form anyway due to its excellent convection scheme.) What is clear is that with the monotonic advection case, which has dynamics (and thus a dynamical vortex) identical to the control, the moisture is much more spread out and the gradient much weaker. The lesser amount of moisture reaching the center of the vortex limits intensification, yielding the finding of Gao et al. in 3-km T-SHiELD. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "9e44a835",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Monotonic tracer advection')"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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17e1n6/h5gWoKgqA6K2qjL/QBMvOPVGs33EhELKeaBgzgf6Ja+G6jDfh83eY2s/uYJ7aFWHL+FRF3joij64XNrohq8ehWzv7vdbO5cvazutx+UX3ZrVDnwvpyrtfFyXPsaz2uxXyG6/W12lqc+IyspvPr5LRFxCFpjDgArEG5pL5cNc+cTXPZrr78yxxtWhWOwYaBz3ZXznHsdfXlUqv8/t7l9m3Z8Du4kMew3RxterFJfbl2nnatwd1HzVpt9hHANlQDel+ffdACXNKpwqGfImJP4FdUc7bdm2oahiupEr0L2VCxWmIOYOoPBJ+rr95QBRwRd6VKzGeYNUdYRPyoS6L+oh7vvufXeF0B3/owMHse6Nb1T9VVLfOqH/9TqRbeuAfwXuCPUa1y/aH65zHb9vXleQu5jwVo/f7MNWfwXL+HLde1/X+zxYcjSdJki4hdqQbwzqcaCG5UZnbLiTrmQ90GTCPiCW3N5v08UudVrc8+3fL5bp8XWu0vn+esu073vy3Vgrqt/2/fZWt9RuqW13SLbSGWlH9FxBOBn1NVh9+dDVM3tHL21nPSNWfPzAu67GrlsfPtX96tb+bOHVv7FvMZbr7X6uyYWj/Dbo8FFrhuhqTx5QCwBuVX9eUmwJ2W2Ncm8zcZqIUMkvXzMaypL7eZp90pVIPPmwKPabu9NQD46bpSuFcLGjRsSn3a/kepqli/xYbFMLbJeuEQqsU0YMNChSW8r758cl1FDRuqf7+RmX+e1X47OifpWxaMaS6tLwAObE3bUC8guO+s/QuSmV+hmo/tcOBTVEnoLagWTTk5ImZP81DyuV+ohdxne8XFJV1bSZKk+bydao7clwEREVu2b23tNqlvW+g0UqV0GzDtNFC6pFx+oV+qz6FTDtP+Wf+emRnzbV36bjp373i/EbEdVf68gmqaiN2o1iZZ1Zazv3WuPgasnzEt5L6aONNQ0ghxAFiDcgob/ggdsMg+Wt9G33aONreuL5MNc3cOizVUlZ+wsMewlG/f27WehzlPc6unI2jNyfUkgDoZ36++bTHTP5TUSkY37bJ/6y63P4DqOV0DHJiZp9WVGe223/iwpcnMk4HfU1VgHFCflvfP9e4Pdmi/U5fk/KjSsXXxbarKii3Y8Dv6WKoPOH/MzO93O7CbzLw8M9+XmU/IzFtRzT3cGhh/RkQ8qq15a07suX43etH6/ZnrFMEd5tjX0vq9WZuZV8zZUpIkzaX1N/7DVBWPs7eW99TXm54i4kbmGCg9tq3ZvJ9HImJTNkwb1Ws+32o/3zoKnXKYS9iQL9+1x/stZSn51yOoCh9+CTw5M3/SofikeM7eo4U8rlKf4ebSuo+5ctlSU9tJGlEOAGsg6mrH1tyez5k1xUBXs6aL+Gl9uecc00g8pL787SIXK+vkhukLljB9BZm5lg1zTu01R9PWY/jpHG160VoAa5u6onMurUHeh0XEzakW/9qc6lS9puaRaj2/8z23l9WXt+6y/75dbm+1/21mXtOlzcPmue/F+kB9eRjwKKqk9RLgiw3d36LVlSifqq+25oFuVX9/otB9/DIzD2fDIhztU0G0bntEiftiw+/Pg+do02kqitl2qi83WkhOkiT11UJzxia18os7RMSturR5MBtO2e81n/8ZVSHLFLB7pwb1ugo7zr69Hiz9cX31sbP398lS8q9Wzv7zLgvkBRs+Jw3KXLlja1+pz3Bz+Vl9ueus6vl2e/QhDklDzAFgDdJ/AtdT/XH/eP3teFcR8U9sODUf4DP15S5UA5Oz228PPLO++qnZ+5egvepvmyX21XoMh0TERt/YRsTeVBWrUO4xnE01eBrAfeZqmJk/BX5NdXre49kwEHhcQwuWwYbnt1sFb0trQYdOP/tNgOd1Oe7y+vIOnV5z9XM+14D8UhxLtQjI3sBL6ts+Wn8ZMIxaXwDsExF3YcPz0lP1d73g4VyurS/bT5/8CNUHnjtHxL/2cn9dfLq+fGxE3GH2zoh4IHN/OGlpfbHgQhqSJC3BHGc7zZ6O4ND6tp1mddHKGbfpS8CdfaOOYwVwxOydEbEMeHl99bTM/NvsNnPJzDVsWBD6xV2KT17S4baWY+vLx0XEnPltRCx14etOWvnXAyJiozwrIm4HPGH27bVWzn63Lo/7GcA/LD3EJXlC/RhupH6sD6qvfnr2/gZ8g2o+5E2p5kueHc9y4Pl9iEPSEHMAWAOTmWdQ/YFKqmrIn0XEP0fEtq02EbF1RDw2Ik6imo7gJm3HnwZ8rb76wYg4qE6yiIj7UP0hXEV1GvvbC8Z9GRsm0T90jqYLcTTVZP2bAV+LiN2gShYj4nHAcXW7b2XmiV366Ek9cPu9+mq3Ktl2rWrPfwUeXv+/yekffgesozrV7XFztGsNiD8jIg5tzasbEbtQVZd3O83pu8A1VKfifbg18B4Rm0XEYcBnaWhu1zrp/xLVe+/965s3mv5hWNTTPPyBagGRj1J9EXDmIlbpflZEfD0intz+RUdEbBMRLwVW1zfdsKhgZp5NtVgcwLsi4qi6Cr31+3GH+rbWlzzz+STVKYSbAF+JiN3rvqbqqSc+x42/3OnGAWBJkobD2fXl7p2+3O2H+gzD19dXnxsRL2tVYNYVwZ+gqtydoSp+WYyjqD4vPRQ4ti5yaX1Oej3V+grdcpgPUJ1VNQV8KSL+fdZnrZtHxJMi4mSqBfmKyszvAN+sr34mIvaLiKn6vh9E9Vnu+i6Hf4vqcd8NeEfrzMWI2CoijgDexeDXY1gLfLUuJGjllfuzocjnm5n53aaDqBc4bM2H/NqIeE5EbFbHtGMdz85NxyFpuDkArIHKzA9QnZJ0EXBnqqq/SyLiyoi4gqpS9bNUA0R/YsM34C0HA2dQDfR+GriqPu7HwD2AS4HHZGbp5OD99eV/R8RVEXFuvT2vl04y81Lg0VRx3gP4UR3/VVR/qFdRrXz7lFKB11pz+z5qzlaV1mDv3amqG35VD943ok6kW4POn4mIy9qe34Pamr4f+AHVgN4HqX72l1NNq7ErXQbn6wH8I+urjwf+GhGXUSXOH6Cap/dVJR/TLO9v+/9PMvPnDd5XCa0vIe5dXy5m8D+oqp4/RvV8XxURl1K97l9X7z+mXiiu3fOoBvqXAa8ELqyPuw74bX3bLRYSQH0a5OOp5ki7PXBaRFxJ9bv2Jaq5BedcgTwibk31e3A18OWF3K8kSWrMyVRfVG8L/CYiLmrLGbtNEdaEt1DNYxzAa4HLImIN1ZRpj6ca/H1OZp66mM7rQdT/qK8eDFxQ938JVU77P2yYAmD2seuozpb7LtU0bm8DLo6INXUedCFVbrcnzS0S9jSq/Ho74ASqnP1K4DtU1dsv7BL7b+p4AZ4NXFo/7jXAm6jWq3hPQzEv1IuoPq99ty2vPJ7qsf6e6rH3y2uoCqCWA+8ALq+frz8Bj2TD4tPQfdBd0hhzAFgDl5lfAG5HVQ38FeDPVH+4lgPnUg2EPhm40+zEKTP/TjVFwgupBn3XUVUr/o4qYdglM09vIOxXUyViP6dK9m5bb9v02lFm/pBqYYa3Ug1qraCaJuDHVKeS/WNmXlQk6g0+Q3Va1YPmS5Az8/fAD9tu6sfib88E3kA1z+ombHh+b5jTqk5oHw68mep1MkM1MHcs1dQWZ3brPDPfQfXFQ6saeDnVVBevBB7IjRceKe1r9X3CEFf/tvlY2/+TDQPCvfg41Wl6nwR+RfV7uiVV9fvxVIvxbTTNQ2Zen5lPoPrgcgIbFqW7mKqa5WVsWERuXnXl8q5Ug/AXUP2u/Y3qd+++VB8o5vJEqt/3T9WVFpIkaUDqXPChVAUkf6EaiGvljMvnOLR0HNOZ+TTgIKoBuMvYkOd8ArhfZr57iffxZqp1EU6iGmRcTvVZ4eDM7DiA2nbsRVQDvE+h+qx1UR1fUOW/H6AaIHx9tz6WGPsFVHnW/1ANRi6j+hzyAaoCgz/McewLqCqcf0Y1aLmcqvjneVSFLOubiLkHvwd2o8rpL6d6bOcC/w3sVj/2vqinlHsU1efiX1B9NpqmyqEfTPXaabmsX3FJGh7R3DSekoZZRBxNNeh+RGa+ZdDxTIr6dLfvUFWx7lBXJGsERMRPqD6oPLChL5YkSZI05CLiXKovGvbKzJMHG83CRMRDqabV+FOH+bQlTQArgKXJ9UaqxbeeGxErBh3MBGnNWftpB39HR71wyr2Brzv4K0mSpBHTWqTwm3O2kjS2HACWJlRm/hl4J3Ab+js/1cSKiH2AJ9VXiy1MqL74T6opMI6cr6EkSZLUT/UiyZ+JiH0jYuu223eJiM8A+1BNw/aOgQUpaaD6NjeSpKHUqgIe9PxZY60+TWwz4Ob1TR/JzJ8MLiL1ol7N+1TguMzsuMiKJEmSNEABPK7eqBcWX061+B9UcwI/OzPPGkx4kgbNOYAlqWERkVTVo3+hWgjt5Zl57WCjkiRJktSrYZwDOCKCaqq5fYC7UxWetBY8PhV4W2b+dHARSho0B4AlSZKWKCLuCjwkM48edCySJEnSOImIOwMPz8x3DjqWUeUAcAcrl2+em22yzdI7KvnURsG+Sin5+Eq9DmdmyvQDZR9f2c7KGNrX5xC+2IcwpOFV8Mkaxuc9hjGowob0IV5x7d8uzsztBh1HN4/b7yZ55tnX84dz190hM38/6HikYbVy+ea52cptBh1Gg4Yw5xvWN3ZJapJvfQt2xTUXDHWeDfD4A26SPzvrev5w7ro7ZubvBh3PKHIO4A4222Qb7n/nZyy9o4JjkSwbvnevWF/uAcb168p0dN31ZfoBWD9drq+SA9OllIxpquB6kiX7KjVYN1VyUHP4fpeLipKvhYLPVanX1bJyjy+L/t6U62pYX6NfP+t1fxp0DN1ExD322Wtz3vn67fjkF6/8HX7kkLrabOU23P9OS8+zo2QRy7D2VcqQvq8PbVzjbBhfn5NgzF/rOayPr2R+XMqQPlff+MmrhjbPBoiIuz18z8151xu342OfvfK3mGsvyjD+SkiSJI2Mxz5qyzNf/oJt2Xv15vzhnHVExO0HHZMkSZI0Dg7af8uzXv6CbXnYgzfn3PPWERF3GHRMo8gBYEmSpEWKiHtcfc0MD9htMyKClz5vW572hJt4WpokSZK0RBFxt8uvmOFB96ty7Zc9f1ue+vib/HbQcY2ioRgAjohbR8Q7I+L0iLgmIjIidprV5iYR8ZaIODkirqjbrO7S36YR8eaIuCAirq37fXAfHookSZogrerfFquANWzMsyVJ0qhqVf+2WAW8eEMxAAzcHvgn4FLgtC5tbgocBqwHvjlPfx8AngG8AtgPuAD4ekTsWiJYSZKk9urfttusAtawMc+WJEkjp736t+02q4AXaVgGgE/NzO0z85HAp7u0+VNmbpuZDwP+t1tHEXFP4MnA8zPzfZn5baqk9zzg1aUDlyRJk2l29W+LVcAaMubZkiRp5Myu/m2xCnhxhmIAODNnFtBmoUuWHgCsAz7Zdux64Dhgn4jYZFFBSpIk1TpV/7btswpYQ8M8W5IkjZpO1b9t+6wCXoShGAAubBfgnMy8ZtbtZwMrqU6DkyRJWrRu1b8tVgFrTJlnS5KkxnWr/m2xCrh34zgAvC3VHGezrWnbv5GIODwifhwRP167fnZOK0mSVJmr+retjVXAGkfm2ZIkqVFzVf+2tbEKuEfjOAAcQKfT2GKugzLzmMzcLTN3W7l882YikyRJI2++6t8Wq4A1hsyzJUlSo+ar/m2xCrg34zgAvIbO1Qer2vZLkiT1bCHVv21trQLWuDHPliRJjVlI9W9bW6uAezCOA8BnAztHxOzygrsCa4Hf9z8kSZI0DhZa/dtiFbDGjHm2JElqzEKrf1usAl64cRwAPh5YATy+dUNELAeeAHwjM68fVGCSJGl09VL923aMVcAaJ+bZkiSpEb1U/7YdYxXwAi0fdAAtEXFQ/d/71JePiIi/A3/PzFPqNo8AtgDuXrfZMyJuBlydmV8FyMwzIuKTwNsiYgVwDvAsYGfgKf15NJIkadw89lFbnvmCZ27T83F7r96c179tDRFx+8y0QlJ9Z54tSZKG3UH7b3nWc/9lm56Pe9iDN+d1b11DRNwhMy266GJoBoCBT8+6/u768hRgdf3//wVu29bmqPryT8BObbcfCrwOeC2wDXAmsG9m/rRUsJIkaXJExD322Wvznqp/247lpc/blk9+8crfMc9iWVJDzLMlSdLQioi7PXzPzXuq/m07lpc9f1s+9tkrf4u5dldDMwVEZkaXbXVbm526tNlpVl/XZuYLMvMWmblpZv5jZp7c54ckSZLGRK9z/87mXMAaJPNsSZI0zHqd+3c25wKe39AMAEuSJA2jxcz926GPnucCjohbR8Q7I+L0iLgmIjIidurQblVEvD8iLo6IqyPiWxFx9w7tNo2IN0fEBRFxbd3vgxf9oCRJkqQlWszcvx36cC7geTgALEmSNIelVv+2LKIK+PbAPwGXAqd1ahARQbUw177Ac4DHUS3SdVJE3HpW8w8AzwBeAewHXAB8PSJ27fGhSJIkSUUstfq3ZTFVwJNUcDFMcwAPjwRmCvSzrODUI1Gmr1g3XaQfgLim4ELP115Xpp9168r0U1qhnx8AU4W+t1le8Nd/WcHvkqaWFeyr0PNe8uc3rH2VkjnefU2X+ONQKfnTy5Lf504Veq6G8fW5CEuZ+7dDX73OBXxqZm5fH/svwN4d2hwA7A48JDNPqtueTrU414uB59a33RN4MnBYZv5ffdspwNnAq+t+pL6ImXLvpUWU/HtTyrjnCzCcz/swxgTDG5f6bwh/n4tGVPLxlfpTUzCmLPlkjUk551Lm/u3Q12LmAm4VXPyEquBio3y7reBiZ6qCi0uBI6kKLnbNzD+3Nf8A8CjgCOCPwL9RFVw8IDPPWNQDK2RMXjKSJEnllar+bemlCjgzF/LR5QDgr63B3/q4y4ETgANntVsHfLKt3XrgOGCfiNhkgQ9BkiRJKqJU9W/LIqqAT83M7TPzkWy8aG5Lq+DiqZn5icz8Wn3bFFXBBXCjgovnZ+b7MvPbVIPL51EVXAyUA8CSJEkdlJj7t0OfvPR52wK8rFCXuwC/6HD72cCOEbFlW7tzMvOaDu1WUlU/SJIkSX1RYu7fDn32NBfwJBVcOAAsSZLU2QMP3HfL+Vv1aO/VmwM8NCJ+3LYdvsjutqU6DW22NfXlqgW2K1d6IUmSJM2jdPVvy2LmAp7HWBRcOAewJElSF6WmXW9XTSPG3zNztxLdUa1e0On2xbSTJEmSGve7P64tWv3bEhH804E34bQfXPeKiLhL265jMvOYRXS5LXBuh9vbCy6uYsgLLhwAliRJ6iJJZoqtItKINXROJluVv5e2tdtxjnZrOuyTJEmSGrGs1KLtnfpeFgCnZeZTC3Q3FgUXTgEhSZI0us6mOt1strsC52XmVW3tdo6IzTu0Wwv8vrkQJUmSpBtrFVo08S/LFnD0UnAxV7uBFlw4ACxJktTFDDNMZ/mtoOOBW0XEnq0bImIrYP96X3u7FcDj29otB54AfCMzry8ZlCRJkjQmxqLgwikgJEmShlREHFT/9z715SMi4u9UcwifQjWwezrw0Yg4gqoC4UiqU83e1OonM8+IiE8Cb4uIFcA5wLOAnYGn9OXBSJIkSW0KF0bcYKbjTAyLdjxwaETsWeff7QUXH5/V7lVUBRcfqtsNTcGFA8CSJEldJMUTyF59etb1d9eXpwCrM3MmIvYD3lLv25RqQHivzDx/1rGHAq8DXgtsA5wJ7JuZP20odkmSJGmoTUrBhQPAkiRJQyoz5100IjPXAIfV21ztrgVeUG+SJEnSwDRZaNFjrxNRcOEAsCRJUhetxSkkSZIkjZ9JKbhwAFiSJKmLmUymc6BTQEiSJEljqLlCi7SAYyNTgw5AkiRJkiRJktQMK4AlSZK6qKaAsAJYkiRJKimhsTPtZkzfN2IFsCRJkiRJkiSNKSuAJUmSupgBpq0AliRJkopr6ky7NH/fiAPAkiRJkiRJkvomaa7QwiXgNuYAsCRJUhfOASxJkiRp1DkA3ElQZnbkiAKd1NaX+f4irrm+SD8AXH1Nub7WrivTz7KC01ovW1aur6mCcZV8XZVSdIb16XJd5RA+V8P4uir4e5NTBR9fQVFqcYHpgt8lF/y9iSjXV84U+r2ZGo9B05lsbnEKaTIlDNvv1DDmViVjKvl8D2tfpYx5yVixfEg9yaLvMUP4Myy5slTJ12ip571gTFH0vX0I/3YtglNA9I+LwEmSJEmSJEnSmLICWJIkqYtk7AvCJEmSpL5LsrEz7ZzCbWNWAEuSJEmSJEnSmLICWJIkqYsZsrHViSVJkqRJ1tSZdmbvG7MCWJIkSZIkSZLGlBXAkiRJXcwA05YQSJIkSUUlNHamnWt4bMwBYEmSpC5cBE6SJEnSqHMAWJIkSZIkSVJfNXWmXXoG30YcAJYkSepihmCaGHQYkiRJkrRoDgBLkiRJkiRJ6psmp1pzCreNOQAsSZLURSbMeAqZJEmSVFxTZ9qZvm9satABSJIkSZIkSZKaYQWwJElSFzM0V5kgSZIkTaomz7TzDL6NOQAsSZLUhYvASZIkSRp1DgBLkiRJkiRJ6qPmCi3SAo6NOAAsSZLURQIzaQIpSZIkaXQ5ACxJkiRJkiSpb5Lm1tqYsQJ4Iw4AS5IkdeEcwJIkSZJGnQPA3USBD3tZbtnBqevXleno6mvK9APk9dcX6ytiqkxHy5aV6QdgqlBMUPS1wPr1ZfopGZMWrsR7S0up1/vycr83sXJlsb5yRbk/Ubm81HtMuZ9fTBf8HSz4+1zqEeaMg6aSGlTy72nJvkq9H8/MlOkHyuZ8BcMqJYY1px3WuNR3Q/kaLfm+N12uqywZF4We94LDAtpYU1OtDeFv3cA5ACxJktRFEkyb+UuSJEkaYQ4AS5IkdTGT4SJwkiRJUmHOAdxfDgBLkiRJkiRJ6qPmzrRzAHhjDgBLkiR10WRlgiRJkiT1gwPAkiRJkiRJkvomaXAROKdw24gDwJIkSV3M5BTT6SJwkiRJkkaXA8CSJEmSJEmS+qq5ReA0mwPAkiRJXSTBTEOLU0iSJElSPzgALEmS1MUMLgInSZIklZbQ2FRrM+bvG7GkRZIkSZIkSZLGlBXAkiRJXczgInCSJElSec1NtZbWu27EZ0SSJEmSJEmSxpQVwJIkSV0kziEmSZIklZY0t9bGTCO9jjYHgCVJkiRJkiT1TaOLwKUFHLM5ACxJktTFDMG0M2ZJkiRJGmEOAEuSJHUxky4CJ0mSJJUXjU21lk7hthE/0UiSJEmSJEnSmLICWJIkqYskmPH7ckmSJKmoahG4ZvJsK4A35gBwg2Lt+nKdXXNtkW7y+uuL9FPcskK/9FMF3zzWl/v55fVri/XF9HSZfko+VzHmb65T5R5fRMHnfabQ2qYFX+tMl1tvNdavKNYXm5TpK5eX+/mV7CvWu86tpFERZfKGkrlH5vD1NV0wpiEVpZ6rkj+/mTF/3gvmtGNv3D/fDKli7wslFfr4DVB0XbKpIXyuNNQcAJYkSepiJoNpVxGWJEmSykoaW2tjxvx9I57TKEmSJEmSJEljygpgSZKkLmaIxuYmkyRJkiZVk2ttpPn7RhwAliRJ6iIJZho6NU2SJEmS+sEBYEmSJEmSJEl91dRaGy6RvTEHgCVJkrpwCghJkiSpvITG8uwZXARuNj/RSJIkSZIkSdKYsgJYkiSpi5mMxk5NkyRJkiZXc2ttpGt4bMRnRJIkSZIkSZLGlBXAkiRJXSTBjN+XS5IkSUU5B3B/OQAsSZLUxQzBtKeQSZIkSRphDgBLkiRJkiRJ6qum1tqYaaTX0eYAsCRJUhfVFBCeQiZJkiRpdDkALEmSJEmSJKlvmlxrI13DYyMOAEuSJHUxk84BLEmSJGm0+YlGkiRpCEXEXhHxnYi4NiLWRMRHImL7Du1WRcT7I+LiiLg6Ir4VEXcfRMySJEnSQk3nVCPbTENzC48yK4AlSZK6SILpAXxfHhF7AN8Avg48Drgp8Frg2xFxn8y8vm4XwPHAzsBzgEuBI4GTImLXzPxz34OXJEmS5pHQ2Fob2Uivo80BYEmSpOHzSuBPwKMzcz1ARPwa+CHwdODddbsDgN2Bh2TmSXW704FzgBcDz+1z3JIkSZKGjAPA3eTSvy+I69cXCKR23fVl+pmeKdMPwLKCFVFR6FuftWvL9ANkqeccyLXrivVVSqwo+Ou/bFm5vkoq9boqKLPc72AwhM97gffOG8xMl+ur0K9zTJd7znPTFeX6Wl7u/TjWF/w7MQZmMgZ1Ctn9gY+0Bn8BMvNHEXEJ8BhuPAD819bgb93u8og4ATgQB4A1ror+vSn4vjeEb6FR8rkq+ryPeX3W1PDlocOYG5eWE/AYh03R95gxV/S5KvhRaWAaXGvDKSA25hzAkiRJXbSmgCi9LcA00OlbzeuBu7Vd3wX4RYd2ZwM7RsSWPT9oSZIkaQJM0pobDgBLkiT1380i4sdt2+Gz9v+Gqgr4BhFxW2AHYNu2m7elmvd3tjX15apSAUuSJEmlJDRSaDHNFDMLGO5sW3PjMqo1N/4deDDVmhubtLVrrbmxL9WaG48DVlCtuXHrwk9LY5wCQpIkqYsZgplmTk27ODN3m2P/24GPRsRrgXdQDfQeQ3WCeftJ5kHndS48702SJEnqbqLW3BiKCuCIuHVEvDMiTo+IayIiI2KnDu0WVHJdH99p27Ufj0eSJGkpMvNjwGuBFwIXAr8E/gJ8BbigrekablwR3NKq/O1UHawJYp4tSZKGVWu9jdLbAmdbvj/wzdlrbgCtNTdaOq65AbTW3BgJQzEADNwe+CeqDymndWqwiJLrY4EHzNp+WzpwSZI0vqo5gMtvC7rvzJcDNwPuAeyQmU8C7gB8p63Z2VTzAM92V+C8zLxqac+AxoB5tiRJ0sYmas2NYZkC4tTM3B4gIv4F2LtDm15Lrv+Smd9vLmRJkqRmZebVwFkAEbEvcGeqU9JajgcOjYg9M/OUut1WwP7Ax/scroaTebYkSRo6rcWWmzCzsIKLudbcWNd287bAuR2Ob19zY+iLLoaiAjgzZ+ZvNR4l15IkaXRUp5FNFd/mExH3ioiXRsS+9fZa4IvAmzLze21NjwdOp5ov+IkRsU99WwBvauAp0Ygxz5YkSRNqj3kWXX47cL+IeG1E3Dwi7gx8hDFdc2MoBoAXqNeS62dFxPX1XGcn1qv7SZIkLdgAp4BYCzwSOA74fP3/Z2bmf9wovmpwbz/gm1QLVXye6nS2vTLz/IJPhcabebYkSeq7JgotZnKKrAouTsvM3dq2Y9rve9LW3BiWKSAWopeS648CXwL+CtwWOAI4MSIenpknd+q8/ibgcIBNV25dLGhJkqReZebZVKfkL6TtGuCwepMWo3959oqtigUtSZK0FJn58oh4I3A74KLMvDAifsXGa250mkJrpNbcGKUB4AWXXGfmU9uunhYRX6SqangtXT5M1d8EHAOw9Ra3XOCCgZIkaZzNEAuaskEacf3Lszc3z5YkSVXisdDFkXu1kPmvbohjQtbcGKUB4EWXXGfmlRHxZW78A5QkSZJkni1JkvquuUKLXMDAckTcC3gE8NP6pt2pzmyaa82NI6jyoiMZsTU3RmkAeKkl190qGyRJkjqayWDaCmCNP/NsSZI0aVprbrwY2AT4FdWaG//X3igzZyJiP+AtVGtubEo1IDxSa26M0gDwokuu63aPAn7QeJSSJEnSaDHPliRJfdXsFBDz9ztpa24MzQBwRBxU//c+9eUjIuLvwN/rRHRBJdcR8SLgTsBJbFic4kXALYCn9OGhSJKkMZHEghJIaZiZZ0uSJE22oRkABj496/q768tTgNU9lFz/BnhMvW0NXAF8F3h6Zv6wwfglSdKYcQoIjQnzbEmSNHQamwM4LeCYbWgGgHMBP52FlFxn5gnACQVDkyRJkkaWebYkSdJkG5oBYEmSpGGTVFXAkiRJksrJBs+0M3/fmOc0SpIkSZIkSdKYsgK4k0xi3fTS+7n++qX3Ucu168p0NDNTph+AZQW/PygUV15X7jmfueaaYn3ldIHXU21qs82K9BObbFKkHwCmhvTbtZks0k1mwd+bkgo9vqrGsZT15bqaKvgeU6qr9eV+l+P6cr83uUm5P+e5rFBcQ/pr06sZppj2+3Jp+JTMaYfw/Sqy4N/m6YIPsGRcMYT5Y8mctuDjy2F8rjTaCqY2OayL5Y77e/uYaGqx5aF9XQ6Qn2gkSZIkSZIkaUxZASxJktRF5uTOIRYRJxbo5tjM/HCBfiRJkjRGEpqbA3gEKoD7nWs7ACxJktRFEsxM7glTq5d4fAInLz0MSZIkjZ9orNAiR6OAY/USj+8p1+46ABwRH1xiIABfyMzjC/QjSZKk/jsqM1+9mAMjYghn3xse5tqSJEkTr2+59lwVwIcsJoA2CZwLmJRKkqSRNEMwPRoVBBo9hyzxeHNtSZI0shIaW2zZReA2Nt8UEG8D3r6IfgP44yKOkyRJ0nB4PPDLAR4/Cd6GubYkSdIk6muuPd8A8GWZ+afFRBHhaLskSRptmc3NTTbsMvOzgzx+QphrS5KkidVUnj0Ki8D1O9eeawD4COC7S4hlqcdLkiRJ48pcW5IkSX3RdQA4M/97KR0v9XhJkqRBqyqAm5mbTJPNXFuSJE2yJJhxDuC+mW8KCEmSpIk1QzBtAklEPAZYDawHvpaZ3+zS7mnA0zLzIX0MT5IkSRpZ/ci1HQCWJElSR1FNNPtJ4HFww0j48yLiy8DBmXnZrEN2AvbsW4CSJEkaWdNNzQGcjXRbXD9z7TkHgCPiw4voMzPzaYsJRpIkaZgkzS1OMSIOBQ4CzgfeA6wDngbsB3wnIh6SmRcNML6RZq4tSZI00fqWa89XAfzPPfSVVKPVSRWsJEmSRtuhwGXAfVvJZ0S8Ffgv4AXAt+rE9OLBhTjSzLUlSdJEymyu0CJHp4Cjb7n2fAPAey2wn1sDrwRuv7RwJEmShoeLwHF34DPtlQeZOQ28KCLOA95GlZjulZmXDijGUWauLUmSJlZTefYILQLXt1x7zgHgzDxlrv0RsQXwEuD5wObAWcARSwlIkiRJQ2MlcGGnHZn5joiYBt4JfDMiHtbXyMaAubYkSdJE61uuvahF4CJiCjicqhJhe+CvwHOAYzNzRKZaliRJmtsMwczoVBA04S/Ajt12Zua7ImIF8D/A14Hv9iuwcWauLUmSxl0STDeUZ49Q/t63XLvnAeCI2I9qLoo7A1dTJaZvycxrFxuEJEnSMEqisdWJR8RZzDNNQWa+LSI2Ad4A3KsvUY0xc21JkqSJ0bdce8GTbUTEvSPiROCLwB2B9wG3z8zXmJBKkiSNpa8At4yIR83VKDP/i2qgclFnl8lcW5IkTZ6ZjEa2ETpfqm+59rwHRsRtgNcDT6IaMP4y8OLM/NVi73ToJcT6maX3s2790vtomZ4u11cpM+V+o3J6XZF+Zq69rkg/AFnwOZ/abLNyfW2zdaGOCk62vr7ga32mwO/eMJsu9/gyCv0OThWsblxb7vemaM3l8iEckyr4HhPry/0+5/JSfY1O1jWXGReB+xywjKoSdU6Z+Zp6sYqdmg5qnExerp0U+VQ2pOlClPrEWTBfKPopOAr+dS6VfxSMKUs+PmmYDel76MJLFPvcVyE543uMNtK3XHvOT8QR8UbgucAmwBnACzPz5MXckSRJkkZLZq4B3ttD+w81GM7YMdeWJEmTrKlCixzGbwA66GeuPV9J1IupSnh+T1WW/JCIeMj88eQrFxuQJEnSsMisqoAnXUTcNjP/1O26Fs1cW5IkacL1I9deyDmxAdwBeCkLOyM3qealkCRJ0oiLiB2Bn0fEnTPzgoi4VX39bpl5/qDjGwPm2pIkaeIkMFN24r8b9T0q+pVrzzcAfGipO5IkSRo1STSWmI6KzDwvIv4PeBVwOHAU8H8O/hZhri1JkjTB+pVrzzkA7DxukiRpkiXhFBCVVwBnR8SjgX2Buw42nPFgri1JkiZXMN1Qnj2C+XvjuXbjy6JHxNOAp2XmfPOZSZIkaYhExCvarp4DfAo4HXh+RJVYZ+arBxCaaubakiRpFFVrbTS0CNyIDAD3M9dufAAY2AnYsw/3I0mSVNRMRmOJ6YjYue3/W1Dljlu03T5KU6yNq50w15YkSRpFfcu1+zEALEmSpBGUmYcCRMRK4GzgecCzgX/NzLUDDE2SJEkjrqmpGkZlDY9+5toTXdIiSZI0l6RVBVx2G0FHAGdm5juAn9fXJUmSJC1d47m2FcCSJEnqKiJuDbwYuG99038CP4iIYzPzL4OLTJIkSaMqaa5Sd5TmKOtXru0AsCRJUhdJjMwpZA36C/DIzPwtQGb+OiIe6eCvJEmStGR9ybUdAJYkSeoiR3fKhmIyMyPijFk3z74uSZIk9aC5PDtHKH/vV67tHMCSJEnqKiJ2BP4QEdvU11fV128z0MAkSZKkEdevXNsBYEmSpC4yXQQuM88DvgkcWd90JPDNzDx/cFFJkiRp1M3kVCNbjtAUbv3KtZ0CQpIkSfM5AjgjIj4PHAzcc8DxSJIkSeOi8Vy7HwPAZwAf7sP9SJIkFTXT4NxkoyAiDm67egZVdcJ3gX0iquclM83zBusMzLUlSdKISZj4OYD7mWsveQA4Iu4MPAK4BjguMy9v35+ZXwS+uNT7kSRJUt8d2vb/WwNbALdruz1x8LFR5tqSJGlczTQ0VcNMI702om+59oIHgCPiFcCzgF0yc01928OAE4CVdbMXR8T9MvOSEsFJkiQNUmsO4EmVmXsBRFWC8BPgbcCewEMyMwcY2tgx15YkSZos/cy1e6kAfgTw61ZCWnsD1Wj0K4FbAP8P+HfgFcUiHIRMWD+99H7Wr196Hy3D+Bmr4OPLdWX6yvXrivQDEMtXFOtravPNi/XFTJnvsvL664v0A0Chnx9Alvy9KSSWLSvYWbmBpJwu8D4FxIpyr/WS8vq1xfqK5YVmPNp0kzL9QNHXQpG/WS3LCsVVqp8BS6KxyoQR86/ApZn5goj4dn39PQOOadxMRq6dDF1eGyXjmS5Uc1QyppJ/b6YK5jFTrke+YMP4VJV8XZU0ZO8vwFCWIpZ838uSr4WSz9Uw/t6UzI+H8bXeo2xwceRRmQKiTeO5di+/EjsBv2pdiYhbAfcB3p2Zr83MZwMnAo8uGaAkSZIGJyJuCrwWeEl905HAayJi28FFNZZ2wlxbkiRpovQr1+6lJGoV0F6R8CCq7/C/1HbbT6hGqSVJkkZeTvgicLVrgGdn5o8AMvOHEfGc+naVY64tSZImSmMVwI302pi+5Nq9DAD/HbhV2/W9gHXAD9puW8lwFtpLkiRpETLzWuC4Wbcd16W5Fs9cW5IkacL0K9fuZQD4DOCAiLgbcB3wBOA7daAtOwEXFItOkiRpgCZ9ETj11RmYa0uSpAniHMD900sFwZuArYEzgd/U///v1s6I2BRYDfy4YHySJEkaEhFxv4j4bET8ISKuj4jpDtvwreY5Gsy1JUmSJliTufaCK4Az87SI2A94BtV0Gh/LzK+2NXkgcC7w+cUEIkmSNGxmGlydeNRExEFUp6dNUeV8PwQc7C3EXFuSJE2SpMk5gEcvf2861+5lCggy82vA17rsOxG4V4mgJEmShkGTiekIOgq4GnhUZn5nwLGMJXNtSZKkiXUUDebaPQ0AS5IkaWLdHjjWwV9JkiSVMNNQpe5MI702rtFcu6dVhCNiKiKeExHfj4jL2+ediIh7RcS7I+KO5cOUJEkagAyygW1E/Q1YN+ggxpm5tiRJ0sRqNNdecAVwRKwEvkq1+MQa4Epgy7Ym5wCHAX8HXlkuREmSJA2BTwP7R8TKzFw76GDGjbm2JEmaJElza22MaMFFo7l2LxXARwB7Aa8Ctgfe374zMy8DTgX2KRWcJEnSIM0QjWwj6pXAZcCnIuK2A45lHJlrS5KkyZEbFlwuvWUO+sEtSqO5di9zAD8F+G5mvhogIjo9necA+5cITJIkScMjM6+JiMOBk4A/RsRlwOWdm+Y/9DW48WCuLUmSNKGazrV7GQDeGfjyPG3WANv2GoQkSdIwSmjs1LRRExG7A18DNgfWA9dAx3Jmn7DFMdeWJEkTpbEpIEYwHW061+5lAPhaYJt52uxIVa4sSZI0+ga8aFtEPIjqdLBdgU2B3wNHZ+YH29qsAt4MPBrYDDgdeH5mnlU4nP8CVgAHAx/PzBFdYHlomWtLkiRNrkZz7V7mAD4D2LteoGIjEbE11ZxkPywQlyRJ0kSLiHsA36JKBJ8BPA74EfCBiHhW3SaA44F9gefUbVYAJ0XErQuHdE/gE5n5UQd/G3EG5tqSJGlCtM60a2YO4NGrAKbhXLuXAeD3AbcBPhYRW7XviIhtgGOBVcB7SgUnSZI0SDMNLU6xQE8ElgH7Z+YXM/ObmfmvwA+oKgMADgB2B56amZ/IzK/Vt00BLy77bHAV1RQEaoa5tiRJ0uRqNNde8BQQmfmJiHgYcCjVB4tLASLix8AuwCbAuzLzK00EKkmSNGFWAuuopgZodxnVQCBUOdlfM/Ok1s7MvDwiTgAOBJ5bMJ6vAHsW7E9tzLUlSdKkaapSt9NKuiOg0Vy7lwpgMvPpwGHAL4HtqCYevjfVfHRPz8znFI9QkiRpYKpTyEpvC3RsffmOiLhlRGwTEc8AHgq8td63C/CLDseeDewYEVsu5dHP8hJgq4h4V0RsUbBf1cy1JUmSJlajuXYvi8ABkJnHAsdGxGZU1SeXZ+bVpQMbqATWTy+9m+ml93FDXzNDONXedLmYZtauLdZXKbFyRbG+Sk7fEjNlviGLVdsU6QdgZqvNivUV6ws+VxdeUqSfmcuvLNIPQKzo+W23uyzzvWYW/P2L5eUeX65fX6wvlvX0fWdXsXxZkX4AWFHuPabUawHK/Q7mioLP1YTKzF9ExGrg88D/q29eBzwzM4+rr28LnNvh8NbpY6uoTicr4TjgSuCZwMER8Vvg8g7tMjMfWug+J85E5NoF3mai4PteyZy22PtxFKyImirXV06V+XtaVMmQCj7vuazg38FSj7Hk62pYlfodLPi2UPT9qtC4QJYbqij7+Eoq9Biz6PtxwedqLH6fgxmaqgAeyeen0Vx70Z/UM/NaNj4lUZIkaWxkb3P29uJm9an9Lcdk5jHtDSLiDsBnqap5n0mVdx0IvCcirsvMj1FViHb6NNFE0Kvb/r8FcK8u7Yb0k+BoMdeWJEmaKKvb/l881+55ADgitqNaYfouwBaZ+S9tt+8MnFUnrJIkSSMtKVpg3e7izNxtnjavp6r43S8z19W3fTsibgq8PSI+QVXpu22HY1tzBF9aJFogM4ew9G/8mGtLkqRJkNBUoUVT+Xujms61e+o8Ip5OdZrhu4DnUC1S0bI9cDrw5FLBSZIkTbC7A2e2Df62/BC4KXBzqurgXToce1fgvMxc0vQPEeGgbx+Za0uSpImRNLLWRo9rbgxUP3PtBd9RRDwcOAb4LfAY4H/b92fmL6g+hDy6YHySJEkDk8BMPT9ZyW2B/gbsGhErZ93+j8B1VNW/xwO3iogbVgyOiK2A/et9S3VRRHwwIvaPiE0K9KcuzLUlSZL6KyIeFBHfiIiLIuKKiPhpRBw2q82qiHh/RFwcEVdHxLci4u6FQuhbrt3LSPN/ABcAe2bm8cBFHdr8nKriRJIkSUtzNNUp/ydExIERsXdEHA08CfjfzFxLNch7OvDRiHhiROxT3xbAmwrE8IP6/r4AXBwRn4qIJ9WDzCrLXFuSJE2UmXq9jdLbQhaBi4h7AN8CVgDPoJqC60fAByLiWXWboMqt96U6O+txdfuTIuLWBZ6CvuXavcwBvBtwXGZeMUebPwO3WFpIkiRJw2GQp5Bl5mci4pFUA4PvBzYF/gD8G/Deus1MROwHvAV4d93mdGCvzDy/QAyPiogtgUcBj6VKfg8C1kbEyVSL1B2fmRcu9b5kri1JktRHTwSWAfu3TZv2zYi4J3Aw1dlYBwC7Aw/JzJMAIuJ04BzgxcBzlxJAP3PtXgaAVwJXz9NmG2B60dFIkiTpBpn5VeCr87RZAxxWb03EcBXwSeCT9XQUD6eaomB/YG/gfyPi+8DngC9k5h+biGMCmGtLkqSJUS22PNBF4FZSLbg8e3Hdy9iwoPIBwF9bg79V33l5RJwAHMgSB4Dr/vqSa/cyBcS5wH3mafOPwG8WE4gkSdKwyWzm1LRRlZlrM/PLmfkvwA7AXlRTVdyKqgr5dxFxRkS8oj6tTgt3LubakiRJ/XJsffmOiLhlRGwTEc8AHgq8td63C/CLDseeDexYV+8W02Su3csA8BeBPSLi8Z12RsShwD2oypMlSZI0xjJzJjNPycznZebOVFMYvIHqDLOjgJ8NMr4RZK4tSZImSDPz/7bNAbxHRPy4bTu8/d7rBXZXU1Xy/gW4FHgX8MzMPK5utm19+2xr6stVHfYVUTrX7mUKiDdRzY/xiYg4CNgaICKeDexBNVfF74B39hKAJEnSsKpOTRt0FKMhM38K/BT4z4i4I/DowUY0csy1JUmSyjktM5/abWdE3IHqi/WzgWdSTQVxIPCeiLguMz9GtbByp08DfT+lb6m59oIHgDPz0ohYDXwIaK9MeEd9eRrw5Mycb+4ySZKk0TDAReBGWWb+lmpAUwtkri1JkiZNY4UWC+v39VRzAO+Xmevq274dETcF3h4Rn6Cq9N22w7Gtyt9O1cGNW0yu3UsFMJn5J2B1Pc/EA4CbApcD38/Mn/TSlyRJkkZHRLxiAc1mgCuAXwGnZObaZqMaL+bakiRJfXN34My2wd+WHwJPBm5OVR28d4dj7wqcVy/gVkTTufaCB4Aj4kTgu5n58sz8OfDzhR4rSZI0ihIrgNscxY3rKdqfmNm3J3BJRDy3bQ41zcFcW5IkTZIEZhqaSWFmYc3+BuwaEStnDaT+I3AdVfXv8cChEbFnZp4CEBFbAfsDHy8ZMw3n2r0sAnd/YFkP7SVJkjQ+9qJaqGwd8AHgEOAR9eUH69u/QDV9wRuBTYGPRMQe/Q91JJlrS5KkyZGQ9XRrpbcFTtF7NLAzcEJEHBgRe0fE0cCTgP+tB4WPB04HPhoRT4yIferbgvLTnTWaa/cyBcTvgNv00F6SJGmkZcKMFcAttwUeDtw3M8+ate/DdcL8XeDzmfmyiDgO+AnwIqr5azU3c21JkqQ+yczPRMQjgf8A3k81oPoH4N+A99ZtZiJiP+AtwLvrNqcDe2Xm+YVDajTX7qUC+P3AoyJixx6OkSRJ0nh4PvCpDgkpAJl5JvBp4AX19bOAL1PNZav5mWtLkqSJMpPRyLbQxeUy86uZuTozt8vMm2Tmrpn57sycbmuzJjMPy8xtM3PzzHxonfeW1miu3csA8AnAd4DvRsSzI+IfI+K2EbHj7K2HPiVJkoZWZjPbiLoT1Vxpc/lr3a7ld8A2TQU0Zsy1JUmSJlejuXYvU0D8kWqS4QDePke77LFfSZKkIeUicG2uZP4KgwcC7ashb1Efp/mZa0uSpInSVGHEiBZcNJpr95I8fpgbrzo3xhJygWsGzmW6QB+lFYxpZu3a+RstVInne0LM3PrmRfq56P7bFOkH4NK7Fvz5TZV7m7npz7Yt0s/Nv3pukX4Api/8e7G+YkWhz//T0/O3WahlBdcvmin3Wsjrri/ST2yySZF+AFhecPwmCg5QlnrepyckZZgsXwEOjojXA6/LzKtbOyJiC+A/gQdT5YwtdwPO7WeQI2xicu0o8alsWD/ZlXo/nir3vp5TvZz0OY+CXZV6rnJFudwjS+Yxywr+DEv+nR9CRd4TWobxvaFkTpRlfgljfbnPb1nws0QMYf5Y8vWZMwV/l102dhw1mmsv+NNnZh6y0LaSJEnjIOvViQXAkcBqqoUynhkRPwcuBLYH7kF1+tl5wEsBImIH4PbAewYQ68gx15YkSZMkaS7PTkYyf2801/b0MUmSJM0rM/8WEfcD3gg8kaoCoeVa4FjgJZl5Ud3+AuBW/Y5TkiRJGjVN59oOAEuSJHWRTMg5+QuUmX8Hnh4Rz6RagGJr4Arg15m5bqDBSZIkaYQ0uNbGiJ7B12SuveAB4Ij44AKazVAF9ivgS/Vo9EL6vjVVifNuwD2BzYCdM/PcWe1WAW8GHl23OR14fmaeNavdpsBrgH+mKpE+A/iPzDx1IfFIkiTpxiJiZWauBagT0F90abfT7BxO82sq1zbPliRJGn5N59q9VAAfwoYimE5D6Tnr9nUR8Z+Z+eYF9H174J+AnwCnAXvPbhARARwP7Aw8B7iUan6MkyJi18z8c1vzDwCPAo6gWlH534CvR8QDMvOMBcQjSZIE2WBlwuj5OHDQXA0i4jbAicDt+hLReDmEZnJt82xJkjR8EmYamwN4JDWaa/eyhOQ/AF8ELqFaeW41cJf68uX17Z8H/hH4V6qJit8YEQcuoO9TM3P7zHwk8OkubQ4AdgeempmfyMyv1bdNAS9uNYqIewJPpqpYeF9mfpsq6T0PeHUPj1eSJGnDPBAlt9H02Ih4e7edEXELqoTUeX8Xp6lc2zxbkiQNpWrB5Wa2EdRort3LAPCjgT2Ae2Xm6zPz1Mz8TX35OuA+wJ7AgzLzfcCDqCYpfvZ8HWfmzALu/wDgr5l5UttxlwMnAAfOarcO+GRbu/XAccA+EbHJAu5LkiRJN3Y08OyIeNHsHRFxc+AkqgrSg/sd2Jh4NA3k2ubZkiRJI6HRXLuXAeDDgU9n5l867czM86mqCg5vu/4l4N6LCayDXeg8/8XZwI4RsWVbu3My85oO7VZSnQYnSZI0r6yngCi9jah/p6pAfWNEPLF1Y0TcFPgWcEfgsMz8ZJfjNbdB5trm2ZIkqa+S5nLtEc23G821exkA3gm4fJ42l1GNRrecC2zZsWXvtqWaj2y2NfXlqgW227ZT5xFxeET8OCJ+vHb62iUFKkmSNG4yM4GnUC0OdmxErI6IrYFvAHcDnpWZHx5kjCNuJwaXa/cvz14/e+xYkiRJTefavQwAXww8fJ42e1PNT9ayDfMnsgsVdJ41b/aw/kLb3UhmHpOZu2XmbiuXbbbIECVJ0rhxTrINMvN6qikBzqGqUDgRuBfVnLDHDDK2MTDIXLt/efbyzRcZoiRJGjdW/95Yk7l2LwPAnwXuHREfjYgd23dExI4R8TFgV+AzbbvuA/xuKQG2WUPnqoJWRcKlC2y3psM+SZIkLUBmrgH2Aa6hyv2OzMyuC1ZowQaZa5tnS5IkDYGmcu3lPbR9BdXCFE8GnhARf6FafXh7qhXolgFn1O2IiB2oFon4yFKDrJ1NVfUw212B8zLzqrZ2j4mIzWfNT3ZXYC3w+0LxSJKkMVdV7I5uFcFSRMQH52nyJ6p5X+80q21m5tObi2xsDTLXNs+WJEl919SJcaNwwl2/c+0FDwBn5hUR8UDgxcDTgNsBreqEPwIfBt6UmdfV7S8AHthrQHM4Hjg0IvbMzFMAImIrYH/g47PavQp4PPChut1y4AnAN+pyakmSpPllVNtkOmSR7RJwALhHA861zbMlSZL665BFtltUrt1LBXBrLorXAK+JiJsAWwFXZOaVvd7xbBFxUP3f+9SXj4iIvwN/rxPR46kmQv5oRBxBdSrakVRzjr2pLcYzIuKTwNsiYgXVvBnPolow4ylLjVOSJGlC7Dx/E5XUVK5tni1JkoZRY2fajUYBR19z7Z4GgNvVieiSB37bfHrW9XfXl6cAqzNzJiL2A95S79uUKlHdKzPPn3XsocDrgNdSLY5xJrBvZv60YLySJGnMJaO9aNtSZOafBh3DJCuca5tnS5IkDZF+59o9DwBHxHbA44C7AFtk5r+03b4zcFZmXttrv7mAYf96IuTD6m2udtcCL6g3SZIkaSQ0kWubZ0uSpKGTjMZkvWOipwHgiHg68A6qqoCg+lH9S717e6pKgcOBDxSMUZIkaTAmODGNiJsDV81a7Ktvx08ic21JkjQ5orEpIEZhEed+59pTPXT8cOAY4LfAY4D/bd+fmb+gWhn40QvtU5IkSUPrAuBFSzz+hYViGXvm2pIkSROlr7l2LxXA/1F3vme9SvG9OrT5OfCAHvrUQpWagDBnyvRTuq9hNF3u8cWmmxbr64p/2KpIP5fev9xC3W9/0HHF+nrYZpcW6+uF93twkX5+en2nt7vFWfWZco+P6eki3cysW1+kH4Cp5YueWn5jJd9jyjxVsHZdoY6Azcq9L6hJzVUmjIClPvAo0MckMdfuxUzB0vySE31HmZd8Ti24Tmd+BbuiYFy5skzOMLNiWZF+AJjyLWsQis61X+hvdhQMKgu+RJkp9BpdUfC1vqxgX+sL5v+F+oqZguMCJV9XRd/cB6PJtTZGZA2PvubavfzV3Q04LjOvmKPNn4Fb9NCnJEnS8JrgKSBqh0TE6kUeO9nPXO/MtSVJkiZL33LtXgaAVwJXz9NmG8rVWUmSJGmwdqo3Nc9cW5IkTZQJPtOuZSf6lGv3MgB8LnCfedr8I/CbRUcjSZI0RDInNzHNzNE/t3C0nIu5tiRJ0kTod67dy519EdgjIh7faWdEHArcA/hsicAkSZKkCWKuLUmSJktGc5tupJcK4DcBTwQ+EREHAVsDRMSzgT2AxwK/A95ZOkhJkqSBcSZb9Ye5tiRJkhqx4AHgzLw0IvYEPgy0Vya8o748DXhyZs43d5kkSZKkNubakiRpomQ13VpDXWuWXiqAyczzgNURcQ/gAcBNgcuB72fmTxqIT5IkaYCi3qTmmWtLkiSpCT0NALdk5s+BnxeORZIkabgklhCo78y1JUnSRGgqzzZ/34irO0uSJEmSJEnSmOpaARwRr1hkn5mZr1nksZIkScPFCgI1wFxbkiRNusyGplozf9/IXFNAHNXhtvanMDrcHvX/TUolSZKk7o7qcJu5tiRJmhwO1PbNXAPAe3W47fnAI4GPAScDfwNuUbd9MvBl4G1FI5QkSRqUBJqqTBhhEbEFsA2wrNP+ejEzzc1cW5IkSRtpItfuOgCcmafMuvODgYcD98/Mn85q/qGIOBo4Ffhcr0FIkiRp+EXEU4H/AO4yR7NkkQsNTxJzbUmSNOmamgKisaklGtZkrt3LAc8HPtkhIa3uPfPHEfGput1Heg1EkiRp6CSkp6YBEBGHAB8EpoHTgPOB9YOMacyYa0uSJE2opnPtXgaA7wR8ZZ42fwUev/hwJEmShowDwC0vAi4Fds/MXw06mDFkri1JkiZHYp59Y43m2lM9tL0CeNA8bXYHrlp8OJIkSRpStwc+4+BvY8y1JUmSJlejuXYvA8BfBvaIiLdExE3ad0TETSLiv6mS1hNKBihJkjQwGc1so2kNcN2ggxhj5tqSJGmCRMPbyGk01+5lCogjgdVU8479S0ScAVwIbA/sCmwF/BF4adEIJUmSNAy+BKyOiMh0ZuQGmGtLkiRNrkZz7QUPAGfmRRFxX+CNwJOBB7ftvgZ4H/DSzLykbIiDEBC9FEePjpzx89pC5fR0uc5WlFsM/fptyrw2V262rkg/ANtOlTsbdbPYpFhf777VD4r0c/td71WkH4CbnriqWF/TF/69TEc5U6YfgOmCfZVU6DGWfF+Iku/Hywv+zSqUa8QYjQ/G+DyUpToS+C7wnoh4YWY6FUFBk5VrD5koWCU0Vaivkh9Fpsp1livL5bQzK5cV6SeXDWmVV8nX1bgr+Hc2CqWiRdOYgmf+BIVy2pmCMZV8jyn3FlOu/nNdwRdDwRdWzAzp565eNZVnj2b+3miu3dOvV2auAQ6PiP8H3BnYGrgc+HVmugq0JEnSmIiIEzvcfA3wL8CTI+J3wGUd2mRmPrTJ2MaVubYkSdJk6HeuvajvV+oE9BeLOVaSJGlkTPbqxKvn2LcF1bQEnUzuM1aIubYkSZoIk10BvHqOfcVz7YIF9pIkSWNmtBdtW5LMHM/5sCRJkjQcJjTPhv7n2l3vLCK+EhFPXmzHSz1ekiRJGlfm2pIkSeqXuUab9wVuv4S+l3q8JEnS4GUD2wiKiA9GxAHztNkvIj7Yr5hGnLm2JEmaWEm1Ll5T26hpOteebwqIXSPi4MV0LEmSpLFyCHAucPwcbe4JPA04rA/xjANzbUmSJEHDufZ8A8CPBg7stVNgcifxkCRJ42OEK3YHZBNgetBBjJBHY64tSZImkXn2Yiw6155rAPjQxcVyI2cU6EOSJEnDoWuaHhGbAA8G/ta/cEaaubYkSZLaNZZrdx0AzswPLaZDSZKksTLBlQkR8cdZNz0/IjoNXC4DtqOqSnhP44GNAXNtSZI08bKhk5qa6rewfuba800BIUmSNLmSkUkgGzLFhiHwpJp6oNMTsg44C/g28Nr+hCZJkiSNtL7l2g4AS5IkqaPM3Kn1/4iYAd6ama8eXESSJEkaBwFEQ2faNdVvaf3MtR0AliRJ6iJydBLIPtiLamViSZIkSWU1mmtPNdWxJEmSFi8iTo6I7LJ9ra3dqoh4f0RcHBFXR8S3IuLupePJzFMy80+l+5UkSdKEyoa2EdR0rm0FsCRJ0lwGl0T+P2CrWbc9APgf4HiAiIj6/zsDzwEuBY4EToqIXTPzz6WDqlcgvi9wK6qFKDaSmR8ufb+SJEkaM40tAtdMt/3QVK7tALAkSdIQysxfzr4tIp4BrAWOq286ANgdeEhmnlS3OR04B3gx8NySMUXEYcCbgFXdmlCl3A4AS5IkST1oMtd2CghJkqQREBGbAY8HTsjMNfXNBwB/bQ3+AmTm5cAJwIGF739f4P3ABcCLqBLQLwIvA75ZX/80cFjJ+5UkSdIYamr6hxGt/m06117UAHBE3DkiHhMRT13M8ZIkSSMhNywEV3JbpMcCNwE+1HbbLsAvOrQ9G9gxIrZc9L1t7IXAJcADM/Ot9W1nZOYbM3Nf4Bl1jH8oeJ8TyVxbkiRp4jSaa/c0ABwRu0bEj6k+VHwGOLZt354RcU1E7L+YQCRJkjSng4GLgK+23bYt1by/s7UqhLudPrYY96aqPr6y7bYbcsnM/ADwXaoqBS2CubYkSZooVgG3azTXXvAcwBFxR+BkYBnwduCOwCPampxK9WHjIKrTDkdXAMuXLb2fZQVn2IgyE2PHVLkJtkfz92nhcv26cp1dd32xrqbWlXnm167ZtEg/AO+/aM9ifXHzU4p1tc2y64r0M7Wu4MT0K1aU60sLljNlfm8aWqJg6Ur+vSn0XI2PaGpxipvVA30tx2TmMV2jiLgl8DDg7Zm5/sYBdvyT3ETQW1CdktZyHRsvUvdjnAJiUSYq184xfp8plLMzVe59PVcU+FxTm1lZrq9cXuYxFn2LLvXzgyFOGgop+Wtcsq9Sz3vBmGKmXF9ZaBbPoFxQOVPuxR4FfwdLvceU/JsV60u+GMb4b+nkajTX7mURuFcCK4H7ZOavIuKVtCWlmZn1oiP3XUwgkiRJE+TizNyth/b/TFUB8KFZt6+hqgKerVX526k6eLH+BmzXdv0C4E6z2mxNNYCp3plrS5KkydLUOPZojo83mmv38pXIQ4HPZeav5mhzHnDLxQQiSZI0dIbnlLSDgTMz88xZt59NNQ/wbHcFzsvMqxZ1b52dzY2T0NOAh0bEHgARcTfgn+p26p25tiRJ0uRqNNfuZQB4G+DPC+hv5WICkSRJ0sYiYjeqQd7Z1b8AxwO3iog929pvBexf7yvpq8CD6ukoAN4ETAMnR8TfgTOpFql7beH7nRTbYK4tSZImSUYz22jOw9Nort3LAPBFwO3nabMLcP5iApEkSRo6w1EBfDCwHvh4h33HA6cDH42IJ0bEPvVtQZU0lvRe4FbAxQCZ+UuqqtWv1rd9A3hEZn6l8P1OCnNtSZKkydVort3LHMAnAk+KiDtl5m9m74yI+9aBvWsxgUiSJA2bAGKAc4hFxArgScDXMvPC2fszcyYi9gPeArwb2JRqQHivzCw6UJiZ64ALZ932fWC/kvczwcy1JUnSRGkqzx5k/r5YTefavVQAv4Gq+uTUiHgW9fxjEbFLff0E4EqqDyCSJElaosxcl5nbZeb+c7RZk5mHZea2mbl5Zj60w1zBGn7m2pIkaXI0dabdAgd/I+LkiMgu29fa2q2KiPdHxMURcXVEfCsi7r70J6C/FlwBnJm/iYjHAZ8Ajq5vDuDn9eVlwGMz87zSQUqSJA3E4hdtG1sRsRPwVOBeVCsRXw78DPhoZp4zwNBGmrm2JElSX/0/YKtZtz0A+B/qtTQiIur/7ww8B7gUOBI4KSJ2zcz51m/oWVO5di9TQJCZX4uInYGnAfcHbloH8n3g/zJzzWIDkSRJ0nCLiBcCrwNWcOPVNR4N/GdEHJmZ/zOI2MaBubYkSVJ/1HPs3khEPANYCxxX33QAsDvwkMw8qW5zOnAO8GLguSVjajLX7mkAGCAzLwPeXm+SJEnjzQpgACLiScCbqSof3gGcDPwNuAWwF1UC/OaI+EtmfnJQcY46c21JkqT+i4jNgMcDJ7R96X4A8NfW4C9AZl4eEScAB1JwALjpXLvnAWBJkiRNpBdSJaT3zsw/td3+G+CUiPgQ8BPgRYADwJIkSZpTY4u1La7fxwI3AT7UdtsuwC86tD0bODgitszMqxZ1bxtrNNfuOgAcEQ/utbOWzDx1scdKkiQNi8jRXEW4IXcFPjQrIb1BZp4TEZ8CDu5vWKPJXFuSJKlRe0TE4W3Xj8nMY+ZofzBwEfDVttu2Bc7t0LZVIbwKKDUA3GiuPVcF8Mks/qTHZYs8TpIkaXgkkDFvswlxJdVCZHO5DLii8UjGw8mYa0uSpIkVzeXZVb+nZeZTFxRJxC2BhwFvz8z17bvonK81EXijufZcA8CvZuMH+Y/AvsAfgO+wYS6K3YF/oBol/+FiApEkSdJQ+wawD9XKxxupV0neu26n+ZlrS5IkDYd/Bqa48fQPUFX6btuh/ar68tKCMTSaa3cdAM7Mo2bd0f3rIP4deFdmzrTtmwKeA7yRKpmVJEkaD04B0fJi4HsR8QngJe2np0XEjsB/AdvU7TQPc21JkjTxhifPPhg4MzPPnHX72VSDrrPdFTiv4Py/0HCu3csicK8BvpWZ75y9o05Q3x4RD6dKSvdZTDCSJEkaWh+jOu3sn4DHRcR5wIXA9sCOVNMS/Bz4eFWgcIPMzIf2N9SRZK4tSZLUZxGxG9Viby/osPt44NCI2DMzT6nbbwXsD3y8cCiN5tq9DADfD9goIZ3lTODZPfQpSZI0vFwErt3qtv8vB25Xb+3u2eE4n8GFMdeWJEmTpakssbd+DwbW03lA93jgdOCjEXEE1ZQPR1LNAfympQW5kdVt/y+ea/cyABxUc4/N5fY99CdJkqQRkZlTg45hzJlrS5KkidJUocVCV2iLiBXAk4CvZeaFs/dn5kxE7Ae8BXg3sCnVgPBemXl+qXjr+2o01+6l8+9RlSDv12lnRBwAPBb4bonAJEmShkI2sEkbM9eWJEnqo8xcl5nbZeb+c7RZk5mHZea2mbl5Zj60w1zBQ6+XCuCXAacCX4yIU+r/t+ai2BN4MHBt3W60RcDyZUvvZnkvT+/ckuvLdBQW7wzC9MWXFOtrqz/dukg/V99y0yL9AJyy6R2L9fWnK1fN32iB/nrZ1kX62f5HM/M3WqC87PJifZGF4ir5vjC10O9aF2C6XFfjLqfK/QzD+Q5uJJwCQv0zObn2sCn4tyuXlemr5Pt6rlj655ob+lpeMK5ST3sUzD0KdpUl4xr3j3AzJZ/4Qn+0y6X/lPzmt1hOUvT1WTBRKvbGUFDJ9+NlBV8L68cgQW2yMGIMnp7SFjxCmZk/qRee+CDVvBSrqZ7S1m/ob4CnZ+bPCscoSZIkjTVzbUmSJDWlpxLVzPwecOeIeCBwb2Br4HLgp/U+SZKk8eGUDeojc21JkjRRrADum0XNUVAnoCahkiRJUmHm2pIkSSqp3CS1kiRJ48gKAkmSJKk419ronwUPAEfEKxbYNDPzNYuMR5IkSZo45tqSJElqSi8VwEfNsa81Zh/1/01KJUnS6EsrE1oi4oPAWZn51kHHMqaOmmOfubYkSRo/GfO3WVS/zXTbpKZz7V4GgPfqcvs2wH2B5wJfBt6zxJgkSZI0fJ4MOPjbHHNtSZKkydVorr3gAeDMPGWO3V+MiE8CPwSOW3JUkiRJGjbnAjcfdBDjylxbkiRNnBGs1G3QuTSYa0+V6igzzwK+CLy0VJ+SJEkDlQ1to+njwCMiYtWgA5lE5tqSJEljrdFcu9gAcO084G6F+5QkSdLgvQH4MXBSROwXEdsPOqAJZK4tSZLGQmSz2whqNNfuZQ7ghfhH4NrCfUqSJA1EMLIJZBOuqy+DqhKViI4Ld2Rmls4xVTHXliRJ46OpPHs08/dGc+0FHxARO87Rx22AZwC7A5/qNQhJkiQNvdMY1XR6BJhrS5IkTbRGc+1eRozPZe5AAvgd8KKlBCRJkjQ0RnvO3qIyc/WgYxhz52KuLUmSJkhTZ9p1rJsdck3n2r0MAH+YzknpDHAp1arEX8zM60sEJkmSJE0Qc21JkiQ1YsEDwJl5SINxSJIkDScrgDcSEVsAdwS2zMzTBh3PODDXliRJE8c5gDtqItee6uHOd4yIreZpc5M55i+TJEkaKa5KfGMRceuI+CxVReqPgZPa9u0eEb+MiNUDCm+kmWtLkiRNtiZz7QUPAAPnAM+bp81z63aSJEkaIxGxA/AD4EDgS8Dp3HiKtR8ANwee0P/oxoK5tiRJmizZ0DaCms61exkAHsU5lCVJkhbPpLTdK6mSzodl5mOBb7bvzMx1VKsXP2gAsY0Dc21JkqTJ1Wiu3csicAuxPXB14T77L4JcsWzp3Wy6SYFg6r6uubZIP0U/c0Yv3x/MI2fK9TWEcnq6WF8rfvaHIv3ccvp2RfoBuOLPmxbr68pNblWsrx3+vK5IP5v/7I9F+gGYvmr43iJj2dLf7zZ0Vm78ImeGb5Ss6HM1VXCsp+jbcZm4Iofv56cleyRwfGaePEeb84A9+hPORBqPXHuclfo7uKzg39OCf2+y5NcUheLKkrlH0ee9WFflXldD+re54I+w2Afeot/IFXzas1QqWjCmcc/5Sr4vRMk3hlGeU6ylyanRRvPpaTTXnnMAOCIOnnXTrh1uA1gG7Ag8FThrMYFIkiQNo3HIrwvZHvjdPG3WAVv0IZaxYK4tSZKkWqO59nwVwMeyYdw8qeahOLBDu9ZXItcAr1pMIJIkSRpqa4DbzNPmjsDf+hDLuDgWc21JkiQ1nGvPNwB8aH0ZwAeBLwBf7NBuGrgEOD0zL1tMIJIkSUNntOfsLe27wAERcYvM3CjxjIg7APsCH+17ZKPLXFuSJE0up4Bo12iuPecAcGZ+qO2OngZ8ITM/vJg7KiEi9gJeA9wHuBb4MvCizLywrc1OdF8deZVJsyRJ6sloJpBNeDNVdeopEfE8YHOAiNgCeDDwVmAG+O9BBThqzLUlSZJUazTXXvAicJm512LuoJSI2AP4BvB14HHATYHXAt+OiPtk5vWzDnkDcPys265sPFBJkqQxlJk/iIjDgfcAX2rbdUV9uR44LDPP7ntwY8BcW5IkTZqm1tooupBjnzSday94AHgIvBL4E/DozFwPEBG/Bn4IPB1496z2f8zM7/c3REmSNE6iydWJR1Bm/l9EfAf4f8D9qQYJLwe+Dxydmb8ZZHxaEnNtSZKkAWoy1+46ABwRf6Q66fFhmXlOfX2B8eY/LDagOdwf+EgrIa3v6EcRcQnwGDZOSiVJklRYZv4OeP6g4xh15tqSJGniOQfwRprKtafm2Tc163osYJurz6WYBtZ2uP164G4dbn9DRKyPiMsj4viIuHtDcUmSpHGVDW0jKCJeEREPnqfNHhHxin7FNOLMtSVJkgQ0n2t3rQDOzJ3muj4Av6GqTLhBRNwW2AFY13bz9cB7qeYw+ztwZ+ClwPci4n6Z+atOndfzbBwOsOmKrYoHL0mSNOKOqrdT52jzYKqpBF7dh3hG2iTl2jfKs5ebZ0uSpNqIFkY05CgazLWbqiBowtuB+0XEayPi5hFxZ+AjVCvgzbQaZeYFmfnMzPxcZp6Wme+jeoISeFm3zjPzmMzcLTN3W7l8i4YfiiRJGhlWAPdiOW15mUZKY7n2jfPszfvwUCRJksbSonPtBQ8AR8SJEXHwPG3+OSJOXEwg88nMj1GtRPxC4ELgl8BfgK8AF8xz7PnAd4D7NhGbJEkaU7lhIbiS2xi7D3DxoIMYRebakiRpojSUZ8d4F1wsOtfuOgVEB6uBk+dpc1tgz8UEshCZ+fKIeCNwO+CizLwwIn5FlXDOJxjnl4AkSVJhHQYbD4mI1R2aLgNuQ5ULfqLhsMbVasy1JUmSJkY/c+1eBoAXYjNg/bytliAzrwbOAoiIfanmHXv6XMdExI7Ag4DPNxmbJEkaQ5M9pLW67f8J7FRvs80AlwCfpIFVi3UDc21JkjQ+msqzRyd/X932/0Zz7V4HgDs+hRERwI7AI4HzFxPIfCLiXsAjgJ/WN+0OHAG8KTO/19buv6mmtjidamGKOwFHUj1Zr28iNkmSpHGUmTdMFxYRM8BRmekCb80x15YkSRMhaG5qtGim2+L6mWvPOQBc33n7j+OoiDhqrkNoLvFbS5X0vhjYBPgV8MzM/L9Z7c4GngUcAtyEam6ME4FXZeZvGopNkiSNoQmYs7cXhwI/G3QQ48RcW5IkSbVGc+35KoBPZUNS+mDgPODcDu2mqUqRvw28v1Rw7TLzbKpKhPnafRD4YBMxSJIkTarM/NCgYxhD5tqSJGlyOQXEDZrOteccAM7M1a3/1xUK/+dpf5IkaWKM9yrCixYRtwZuRVUpupHMPLW/EY0mc21JkiTN1kSu3cscwDsDl/V6B5IkSSPNAeAbRMTewFupFgaby7I+hDNuzLUlSdJkMc++kSZz7QUPAGfmn3rtfJTl1NT8jeYRm21aIJLayhVFuol15RaOnlrR6xqC3c2sXVusr3E3ffnlRfpZ9oOzi/QDcNPfbF2sL5aVGzPIa64t0s/01dcU6QeAnCnXVyFR6P0FIAq8d7aUzAWi1OtqecExrYLPVVGFwsqZUVl6QQsVEf8IfIlq4a+jgecApwC/AfYA7gIcj/MEL8qk5dpDJQq+XxXqq8RnkRv6WjZ8jw8gSz1XBR9fFvzTnFMF41pepq/1mxbMYwq+rFZcNV2sr6lyH3fLmSmX1RZbl6Bkmlb0faFYV0QO4cjiEL6Hang0nWv3PIIXETsAD6V7KXJm5msWE4wkSdIwCUZnFeE+eClwHXDfzPxrRDwHOCkzXx0RARwFvBB42QBjHHnm2pIkaSI0uNjyiC7i3Giu3dMAcES8CnjJrOOCDYVarf+blEqSJI2XBwDHZ+Zf226bgmpEEnhlRDwSeBVw0ADiG3nm2pIkSROr0Vx7wSe5RMRTgJcDp9V3FMCHgCcD7wNmgOOAh/QahCRJ0lDKhrbRtDVwXtv1tcAWs9p8F3hw3yIaI+bakiRp4phrt2s01+6lAvhZwJ+BfTNzfVV9zLmZeRxwXER8Hvgy8InFBCJJkqShdhGwatb1f5jVZgWwWd8iGi/m2pIkSZOr0Vy7l2nu7w58JTPbp1W/YRb5zPw68HXgiMUEIkmSNIwiy28j6rfcOAn9PvDwiLgjQETcAngc8LsBxDYOzLUlSdJkaaoCeDTz7UZz7V4GgFcAl7Rdv5aqPLndL4B7LiYQSZKkoWNC2u5rwJ4RsW19/e1UFQg/i4gfAb8GtgPeNpjwRp65tiRJmihNFFrE6ObbjebavQwAXwDs0Hb9POAes9rcCliPJEmSxs17qeYcWweQmd8FHg+cA9yNKld8VmZ+eGARjjZzbUmSpMnVaK7dyxzAP6M6Na3lRODwiHgq8DlgNVUp8ncXE4gkSdLQGd0KguIy8wrgB7Nu+zzw+cFENHbMtSVJ0mQxz75B07l2LxXAXwJ2iYid6+tvBC4HjgWuAI6nWq34P0sEJkmSJE0Qc21JkiQ1YsEVwJl5LFUC2rp+fkTcF3gh1STF5wLvzsyzyoYoSZI0GMFIL9pWVEScDHwLOAn4wazFyrRE5tqSJGmiNLg48ijm703n2r1MAbGRzDwHeHahWCRJkjS8HkQ1L1kCV0fEaVTTFJyYmT8baGRjylxbkiRpYjSaa/cyBYQkSdJkyYa2HkTEIyPi1Ii4KiKuiIgfR8RD2vavioj3R8TFEXF1RHwrIu4+V5+LtArYH3gH1WIU+wJvBn5c3/dnIuJZEXGnBu5bkiRJ42YIcu0h0miu3bUCOCJ2XEyHAJl53mKPlSRJGhaDngIiIv4VOLreXkP15f2uwOb1/qCaG3Zn4DnApcCRwEkRsWtm/rlULJl5FfDleiMibgY8FHhIvT2m3pIlnmU2Ccy1JUmS1NJ0rj3XAeeyuHFzk35JkqQlioidgLcBR2Tm29p2fb3t/wcAuwMPycyT6uNOp6oaeDHw3Kbiy8yLI+IrwLXA9cA/ATdv6v7G0LmYa0uSpEnWVKHF6FYB36B0rj1X8vhhxuIpkyRJWqTBnkZ2GDADvGeONgcAf20N/gJk5uURcQJwIIUHgCNiJdX8ZA+tt/sAy4C1wOnAO4Fvl7zPMWauLUmSpBs0mWt3HQDOzEMW06EkSZKK2B34NfDEiHg5cFuqqtG3Zua76ja7AL/ocOzZwMERsWV9OtmSRcQ3gQcCm1INTP+Eal6yE4HvZuZ1Je5nUphrS5KkSReDDmCINJ1re/qYJElSNznQOYBvWW9vBl4K/AF4PHB0RCzPzLcD21INCs+2pr5cBRQZAKaqQkjgm8ArMvOHhfqVJEnSJHIKiHaN5tpTJTuTJEnSgtwsIn7cth3eoc0UcBPgXzPzfZl5YmY+C/gacGS9AFzQOcVtoqDio8BfgL2B0yPizxFxbEQ8NSJu3cD9SZIkSZOi0VzbCuBOAli29M9NubLc0xs32bJIP3nZFUX6AWB5ucdX6puImbVrC/U0/ko+VzMX/b1YX1q4qc02K9JPrFhRpB+AHNLfwdh0kzIdFXyuWFbwO9goONaXZb4uj0L9DIVmHsrFmbnbPG0uAe5AVQXQ7hvAvsAOVJW+23Y4dlV9eelSgmyXmQcDRMQdgYdRrUb8KOBgICPid1Rzkp2YmZ8tdb/SSCn1flzgs0hLThX8G1Hyq6VSfwZLxlTw7+nMJuX+zl+yy7Ii/czc+8oi/QCsXLG+WF/rT181f6MFutkvysS17LqZIv0ARMk8rVRSMowxqTdjUM4ZNHem3ShOLdF0rj0GLxlJkqSGZEPbwpzd5fZWTjtTt9mlQ5u7AueVmv+3XWb+NjPfnZkHUa1EfB/gP4FtgGcCnyx9n5IkSdIkaCrXtgJYkiRpOH0eeDqwD/CZttv3Af6cmX+LiOOBQyNiz8w8BSAitgL2Bz7eZHARcU+qucoeBuwBbFHvshRIkiRJc+utMKL3vkdc6VzbAWBJkqQumjw1bQG+ApwEvDcibgb8ETiIal6wQ+s2xwOnAx+NiCOopnw4kir0N5UMJiL+gSoJfSiwF3BTNlQj/5JqheJvAyeXvF9JkiRp3DWdazsALEmSNIQyMyPi0cAbgFdRzev7a+Apmfnxus1MROwHvAV4N7Ap1YDwXpl5fuGQfkdVcRDAuVSDz615yC4sfF+SJEkad2NQqVtQo7m2A8CSJEndNHlq2kLuPvMK4N/qrVubNcBh9dakTwLfokpCz2n4viRJkqRJ0miu3XUAOCIevNhOM/PUxR4rSZKk4ZOZTxp0DOPEXFuSJE26pqZaG+AUbovWdK49VwXwySy+5mXZIo+TJEkaHgmRI5hBahScjLm2JEmS+mCuAeBX42wckiRp0pkNqRnm2pIkabI1lQn10G9EPBJ4CXBvYAb4LfDizDyx3r8KeDPwaGAzqvU2np+ZZxWNuWFdB4Az86g+xiFJkiRNDHNtSZI06QY9VUNE/CtwdL29BpgCdgU2r/cH1WJsOwPPAS4FjgROiohdM/PPAwh7UVwETpIkqYvIwSemkiRJksqKiJ2AtwFHZObb2nZ9ve3/BwC7Aw/JzJPq404HzgFeDDy3H7GWMDXoACRJkiRJkiRNkGx4m99hVFM+vGeONgcAf20N/gJk5uXACcCBC7qXIdG1AjgiTlxkn5mZD13ksZIkScPFCmA1wFxbkiRpoHYHfg08MSJeDtwWOBd4a2a+q26zC/CLDseeDRwcEVtm5lX9CHap5poCYvUi+/RjkiRJkjS31Ys8zlxbkiSNhaamWouFNbtlvb0ZeCnwB+DxwNERsTwz3w5sSzUoPNua+nIVMNoDwJnp9BCSJGmiTfIcwBGx42KPzczzSsYyjsy1JUmSGrVHRBzedv2YzDym7foUcBPgkMz8XH3bifXcwEdGxDuoxpI7fRpY4Bhzd/3OtV0ETpIkqZuFzyE2js5lcY8+MceUJEnSfJrKs6t+T8vMp87R6hLgDsA3Z93+DWBfYAeqSt9tOxy7qr68dAlRnksfc22Tc0mSJHXyYSZ5+FuSJEnj7Gzg/h1ub1X3ztRt9u7Q5q7AeUuc/7evuXZPA8ARMQX8G/AU4C7AFpm5vN53L+AZwNsy87elA5UkSRqESZ0CIjMPGXQMk8ZcW5IkTZRmK4Dn83ng6cA+wGfabt8H+HNm/i0ijgcOjYg9M/MUgIjYCtgf+PiSQuxzrr3gAeCIWAl8lWrBijXAlcCWbU3OAQ4D/g68slyIkiRJ0ngz15YkSeqrrwAnAe+NiJsBfwQOoqr4PbRuczxwOvDRiDiCasqHI6mqhN/U94iXoJcK4COAvYCjgNcCrwBe3tqZmZdFxKlUI+UmpUAuL7i2x5abFekmrru+SD/FLVtWpJuSq6nMrF1bsDepMrX55sX6ipUry3Q0PV2mn8J9xcoV5fravMx7KJsUes6BnHL9p5Ew2XMAq7/MtcdAxpLXhBlqJR/fMD5XJZdmvHznMp9vAFY/9idF+jn6lj8s0k9pL97xXsX6OvHSTmdz927rPxb8LDh8L/WiSv4ux1TBpGumXFdDaQjfQxdjkGfaZWZGxKOBNwCvoprX99fAUzLz43WbmYjYD3gL8G5gU6oB4b0y8/yBBL5IvQwAPwX4bma+GiCi44/pHKoyaEmSJI2hiLgv1SDkrYBNOjTJzHx6f6MaC+bakiRJfZSZV1BNv/Vvc7RZQ3UW1mH9iKmpXLuXAeCdgS/P06bb6niSJEkjJ5jcOYBni4gAjgX+meqpSW5c15RttzsA3DtzbUmSNDmaPNNuBPP3pnPtXk5yuRbYZp42OwKX9RqEJEnSUMpsZhtNzwaeCnwE2I0qAX0b8EDgpVRz1h4H3G5A8Y06c21JkjQxqkKLbGYb9INbnEZz7V4qgM8A9o6IlZm50YQ4EbE1VYny9xYTiCRJkoba04DftFYsrooUuCwzvw98PyK+Dnwf+Cbwf4MKcoSdgbm2JEnSpGo01+6lAvh9wG2Aj0XEVu07ImIbqjLlVcB7eg1CkiRpKGU1BUTpbUTdCThx1m03FBNk5s+ALwH/r59BjRFzbUmSNFmywW30NJprL7gCODM/EREPAw4FDgAuBYiIHwO7UE1M/K7M/MpiApEkSdJQC+DytutXs/F8tL8D9u5bRGPEXFuSJGmiNZpr91IBTL3K3GHAL4Ht6uDuDfweeHpmPmcxQUiSJA0tKxJa/kK1GnHLH4H7zGpzB6pkVYtgri1JkiZJE2fajfAZd43m2r3MAQxAZh4LHBsRm1GdhnZ5ZproS5IkjbcfcuMk9KvAERHxcuBzwGrgQKpT07RI5tqSJEkTqdFcu6cK4HaZeW1m/tWEVJIkjauYaWYbUZ8FlkXEzvX1NwF/Al4F/Bx4J3AZ8JKBRDdmzLUlSdLYc/7fdo3m2guuAI6I+wCPAt6bmRd22H8L4HDg+Mw8YzHBSJIkDZ3RTSKLyswvAF9ou74mIu4FPAP4B+Bc4MOZecEg4ht15tqSJEmTq+lcu5cpIF4I7A68psv+C4GnA7cHDl5MMJIkSRodmXk58JZBxzEmzLUlSdLkaHKu3jEp4CiZa/cyBcQDgJMys+PTWN9+IvCgEoFJkiQNmotSbBARH4yIA+Zps19EfLBfMY0Zc21JkqQJ1XSu3csA8C2AP8/T5q/ADosJRJIkSUPtEGDXedrcE3ha45GMJ3NtSZI0WZwDuN0hNJhr9zIFxDXAdvO02Q64fjGBSJIkDaXOBZnqbBNgetBBjChzbUmSNFGaOjNuVM+4W4BF59q9VACfARwYEVt22hkRWwEH1u0kSZI0frqm0xGxCfBg4G/9C2esnIG5tiRJ0iRrLNfupQL4GOATwDcj4l8z8+dtQdwTeC9ws7qdJEnS6BvhOXtLiIg/zrrp+RFxaIemy6iqUzcB3tN4YOPJXFuSJE2WCV8Erp+59oIHgDPzkxHxCKpVh38WERcCfwFuBWwPBPChzPzEYgKRJEnS0JliQwqdVPledGi3DjgL+Dbw2v6ENl7MtSVJkiZO33LtXiqAycxDIuJ7wHOAXagWqwD4BfCOzHz/YoKQJEkaSqO9kMSSZeZOrf9HxAzw1sx89eAiGm/m2pIkaZJM8pl20N9cu6cBYIDMPAY4JiI2B7YBLsvMa0oHNnDRacB9cHJ5zz+qjmLV1kX6AYhLLy/WV16/tkg/sXJlkX4AppYtK9ZXrltfrC9yplA3Bd9pC8UEQPQyNfncpgq9HmLliiL9AFDwdcV0mXWWcu26Iv0AUOi9CmBqyy2K9cVmm5bpZ0W5x9fTLPzzKblIWcFf53EQmJi22Qs4d9BBjLuJybXHVBR6P/ZtZ0AKPvFR8O/p5ssK5mpD6KmrvlesrxN2uH+Rfm7yp3LjAVMlf3zFxil8l5GGUKO59qI/ydaJqMmoJEnSBMjMU9qv14uSbQ1cnplXDCaq8WWuLUmSxlpm2UKW2X2PmKZz7UXXH0XE0yLixKUGIEmSNLRaiWnpbURFxLKIeElE/B64lKpK4dKI+H19e8Ey+clmri1JkjRZmsy1l5Kk7wTsuYTjJUmSNCIiYiXwNar8L4HzgQuAHajywtcB+0bE3plZZm6nybYT5tqSJGlMNTnV2nBN6rowTefaJWcglCRJGjuR5bcR9QJgNfBl4C6ZuVNmPqBevOJOwAnAHnU7SZIkSQvXaK7tALAkSZIW4snAL4BHZ+bv2ndk5h+AxwJnA08ZQGySJEkaNdngNnoazbXnHACOiIMj4h6L6ViSJGnkmZC2uz3w1czsuLZ9fftXgX/oa1QjzFxbkiRNsphpaBvNfLvRXHu+OYCPBY4Cft5h38mLuUNJkqRRMeJTNpS2FthynjZbAOv6EMu4OBZzbUmSJDWcay96CojMPCUzX7XY4yVJkjRSfg4cFBHbddoZETcDDgLO7GtUY8pcW5IkjbUmp38YzQKORnNt5wCWJEnqJhNmGthGxKwpCo4GtgN+GBFPj4jbRcRmEbFzRBwK/KDef/Sg4pUkSZJGRT9z7fmmgJAkSdLkOpZ6ioLM/FRE7Aq8BDimQ9sA3pSZn+pbdJIkSRpZTrXWv1x7IQPA20TEjr10mpnnLSYYSZKkoWNieoPMfGlEHA88HbgXsDVwOfAz4IOZefog4xtR5tqSJElqNNdeyADwv9fbQuUC+5UkSdKIyczvA98fdBxjxFxbkiRNpmyo0qKpfvugqVx7IcnjFcBlpe9YkiRp2EV6apoaZ64tSZKkRi1kAPitmfnqxiORJEkaNslIVxAU4hQFzTLXliRJE6mpQosRK+DoS67t6WOSJEmai1MUSJIkSc3oS65tci5JkjSHEasgaIJTFEiSJKk882zoU67tALAkSZLm4hQFkiRJKqvJtTZGa2C5L7m2A8CSJEndJKOWQEqSJEnSjcw5AJyZU/0KZJgkQUYsuZ8ouWhMoZ/EzCYrynQETG2zVbG+4oqrivST115XpB+AWLasXF/LC37XMu6LERV83inwe1xcwZ9fTk8X6SdWlHt9xuabFeuLzTcv19fKMu99uXxI/yxOl3tdxcxMoY6G8PdPGjKTmmuXeX8omA+VzK1K9VUwppLVVSWz0FKflUp8bmsp+VxtflGhv6fAZ868d5F+/v2hpxbpB2DTKPf29f6LVxfra/m1hToyjRmMcr825QxjTONk3Mc3hogVwJIkSV0EWfYLXUmSJEnqMweAJUmSupnByg9JkiSpsKC5OYBdxHljDgBLkiSpo4mdokCSJElqWD9z7ZFK6iNir4j4TkRcGxFrIuIjEbF9h3arIuL9EXFxRFwdEd+KiLsPImZJkjTaIrP4Jg0jc21JktRX2eCmGxmZAeCI2AP4BnAZ8Djg34EHA9+OiE3a2gVwPLAv8Jy67QrgpIi4dZ/DliRJkoaeubYkSdL4GqUpIF4J/Al4dGauB4iIXwM/BJ4OvLtudwCwO/CQzDypbnc6cA7wYuC5fY5bkiSNKisINDnMtSVJUl85V2//jEwFMHB/4JuthBQgM38EXAI8pq3dAcBfWwlp3e5y4ATgwD7FKkmSJI0Sc21JkqQxNUoDwNPA2g63Xw/cre36LsAvOrQ7G9gxIrZsIDZJkjSWErKBTRo+5tqSJKl/EpjJZjbz7Y2M0hQQv6GqTLhBRNwW2AFY13bztsC5HY5fU1+uAq6avTMiDgcOB9h05dZLj1aSJI28SE9N08RoLNe+UZ69fKsy0UqSpNHXVJ5t/r6RUaoAfjtwv4h4bUTcPCLuDHwEmKm3lqDzjzrm6jwzj8nM3TJztxXLtygWtCRJkjQCGsu12/Pslcs3Lxq0JEmS5jcyA8CZ+THgtcALgQuBXwJ/Ab4CXNDWdA1VZcJsq+rLSxsMU5IkjZMmpn9Y4ClpEbE6IrLDdtmsdqsi4v0RcXFEXB0R34qIuzfxdGh8mWtLkqR+a51t18SmGxulKSDIzJdHxBuB2wEXZeaFEfEr4Dttzc4G9u5w+F2B8zJzo+kfJEmShthzgR+1Xb9hka6ICOB4YGfgOVSDb0cCJ0XErpn5534GqtFmri1JkjSeRmoAGCAzrwbOAoiI/8/efYdLUpWJH/++Mww5zRgwElzTiigY1oQyqGsmqLiKARGVVVdddUV/GHGNi7piWANrYF1zXMGcABMGRFTGgEpOKgxB8sy97++Pqmaanu57u+891el+P89TT9+uOnXq1Onqvm+fPnXOI4A7A89sS3Is8IyI2CszT6zTbQvsA3xiyMWVJEkTLBJidv50DfttZv64x7Z9gT2BB2fm8QARcRJwJvAyqsZjqW/G2pIkaWicrG1oJqYBOCL2AB4JnFKv2hM4DDgyM3/UlvRY4CTgYxFxGBt6wgRw5PBKLEmS1Lh9gQtajb8AmXl5RBwH7IcNwOqTsbYkSdL0mpgGYOB64FFUvVk2A34LPCczP9KeKDNnI+IxwNuA9wKbUwWpe2fmucMtsiRJmnij75nw8Yi4KXAZ8A3g/2XmOfW2XYHTuuyzBjgoIrb2lnz1yVhbkiQNT4Nj9ToG8MYmpgE4M9dQ9UToJ+1a4JB6kSRJWpisl/JuGhEntz0/OjOP7khzOfB24ETgCmAP4BXASRGxR2b+hWoyrrO65L+2flwJ2ACseRlrS5IkTa+JaQCWJEmaIhdn5r3mSpCZvwB+0bbqxIj4HvBTqqEdXkV12323JuooVVBJkiSpEfbUHRobgCVJknrJJEY/BMQNMvOUiDgduHe9ai1VL+BOK+vHS4dSMEmSJEljywbgBuUmy4rlFesLTUG+rNyX2NxsRbG8Ytuty+SzouAlfe11xbLK9euL5cVsoddwjBo0GlPqHGcLvf+gaL3HijLvwdhyiyL5ALDF5sWyys02LZYXK5aXy6uUgtfVODVQtmTYAbVB7b1+1wAP65LmLsA5jv+rqbVsTD9jCn22x0zBeKFkXssLfpcodaPC+P0LBGDFleX+z9/8O2Vivr0uPaxIPgBZ8HvlNmeW+9688qyZIvksW1/wwhrTa3TqjWF8XLRM43h+A2uwo8VU1E9Z5T5pJUmSpk5WAWTpZYEi4l7AHYGf1KuOBW4dEXu1pdkW2KfeJkmSJGmJswewJEnSGIqIjwNnAqcAl1FNAnc4cD7w7jrZscBJwMci4jCqIR8Op+olfOSQiyxJkiT1r+DNtjdiB+CN2AAsSZLUS9JcYDq/04ADgRcAWwIXAV8AXpuZFwNk5mxEPAZ4G/BeYHOqBuG9M/PckZRakiRJmkdkc0PZjeMQeaNmA7AkSVIPTQam88nMNwNv7iPdWuCQepEkSZKkG7EBWJIkSZIkSdJw2VF3aGwAliRJ6mWRk7ZJkiRJ0qjZACxJkiRJkiRpuJrqaGH/jY3YACxJkjQXewBLkiRJmmA2AEuSJEmSJEkaqmiqn4X9NzZiA7AkSVIvCcyOuhCSJEmStHDLRl0ASZKksZVJNLBIkiRJS15rwuXSSx9dgCNidURkl+WyjnQrI+KDEXFxRFwVEd+OiN0aqpHG2ANYkiRJkiRJ0lL0QuBnbc/Xt/6IiACOBXYBXgBcChwOHB8Ru2fmecMs6GLYACxJktTLDb0IJEmSJBWTEA0NtTbg2MK/zcwf99i2L7An8ODMPB4gIk4CzgReRtV4PBEcAkKSJEmSJEnScDU1BES5/hv7Ahe0Gn+rIuflwHHAfsWOMgQ2AEuSJM2lkXHJJEmSJI2Bj0fETERcEhGfiIgd27btCpzWZZ81wI4RsfVwirh4DgEhSZIkSZIkabia7RfxwIg4tO350Zl5dNvzy4G3AycCVwB7AK8AToqIPTLzL8Aq4Kwuea+tH1cCV5YueBNsAJYkSerFHruSJEnSJPp+Zj6t18bM/AXwi7ZVJ0bE94CfUo3t+yog6N5MHSULOgw2AEuSJPWSQEOTU0iSJElLVxINdbRYaL6ZeUpEnA7cu161lqoXcKeV9eOlCzrQCNgAPCFykzLDNcdMuTdXlvxGvNmKMvksKzesdawoVCYg1q0rlhfrZwrls75MPgAzU946sqzgj3sFr1E227RQPpuVyQfIzcu9b0p97pVU8jOUknmVDJyi0PU+fi+fpDGRBT5nmvrCuGilQqL1BWOrFQXranb8/t/EsoLfb0qeXsFQe4uLy2R26xPG85/zsqLfSwq9iCU/YkpeWGP42Vfy87joZ3uhj9Gx/X+jJrX3+l0DPKxLmrsA52TmRAz/AH49kyRJ6imyCvxLL5IkSdKSljQz2fIihnCLiHsBdwR+Uq86Frh1ROzVlmZbYJ9628SwB7AkSZIkSZKkJSMiPg6cCZwCXEY1CdzhwPnAu+tkxwInAR+LiMOohnw4nKqX8JFDLvKi2AAsSZLUk5PASZIkSY1oajTJ/sL304ADgRcAWwIXAV8AXpuZFwNk5mxEPAZ4G/BeYHOqBuG9M/Pc8gVvjg3AkiRJkiRJkpaMzHwz8OY+0q0FDqmXiWUDsCRJUi+zWXbSI0mSJEmAk+wNkw3AkiRJczEwlSRJksprKs42ft/IslEXQJIkSZIkSZLUDHsAS5Ik9ZJOAidJkiQVlzTYA7iZbCeZPYAlSZIkSZIkaUrZA1iSJGku9gCWJEmSypttKF/D943YA1iSJEmSJEmSppQ9gCVJknqZzWqRJEmSVEyQREN32oVdgDdiA7AkSVJPCdnUvWmSJEmS1DwbgCVJkiRJkiQNV1NzbTiHx0ZsAJYkSeol0wBSkiRJ0kSzAViSJEmSJEnS8CQN9gBuJttJZgOwJElSL4mTwEmSJElNaOxOO+P3TstGXQBJkiRJkiRJUjPsAdxFkESBXyGSKFCaWpTJK5cXyaYSBTOLQjOsF6onADYp+PvI+hXFsor1M2Uymi04q/20j4+5rOC1sEm5900WukZzecH38vKC78GSZgpdozOF3n9AlHwPFpSlPkdLfh6PkmMAS+WV+PeVBT9jCr7Hi322F/x/s2xdwThmWbl6n11Wpt5ztlyZSv7rKvF9sqXU5b78mnLXVdHKKvoeLJPPsnXl4rQYxzCiZGxTMq+C8XGx9+DY1lW5rEaqqfMYx/fdiNkALEmS1JMNwJIkSZImmw3AkiRJkiRJkoaq5N0SN2L/jY3YACxJktRLk7MTS5IkSdIQ2AAsSZIkSZIkaXianGvDDhwbsQFYkiSpl8yyk2ZKkiRJ0pDZACxJkiRJkiRpuGYdA3hYbACWJEnqpclb0yRJkiRpCGwAliRJ6skGYEmSJKkRjcXZxu+dbACWJEmSJEmSNFxOAjc0NgBLkiT1kjQ3NpkkSZIkDYENwJIkSZIkSZKGJ2mwB3Az2U4yG4AlSZJ6yEwyZ0ddDEmSJElaMBuAJUmSJEmSJA1RNjfUmmMAb8QGYEmSpF6ywcBUkiRJkobABmBJkiRJkiRJw9XYUGt24OhkA7AkSVIvmd5CJkmSJGmi2QAsSZLUSybMOgmcJEmSVFxTHS3swLGRZaMugCRJkiRJkiSpGfYAblDMlPvFIZcXyiiiUEZAqTIBuazQbxElf9KYLVhXpc4PYEWhii/5i9i0/7pW8PXLku/BUsUqWaaSCn6GxsxMmYxKdgQtWO9Fr6vlhfIa1+tqUMn0f8ZJE6jk516M43u85P/AdYX+BwJR6n8EEKXimE0Kxtnlqqro95Lx/I9a8H1TML6KUhO3juPnAhCF6qpYPVG23aNorF3qNfR7c3OS5iZbtqo3Yg9gSZIkSZIkSZpS9gCWJEnqJWdJxwCWJEmSCmtwsmV7W2/EBmBJkiRJkiRJw2VD7dDYACxJkjQXA1NJkiRJE8wGYEmSpF5ms7nJKSRJkqSlzCEghsZJ4CRJkiRJkiRpStkDWJIkqaeEdBI4SZIkqagEmpps2R7AG7EHsCRJkiRJkiRNKXsAS5Ik9ZCZpGMAS5IkSYWlYwAPkT2AJUmSJkBEfD0iMiLe0LF+ZUR8MCIujoirIuLbEbHbqMopSZIkabzYA1iSJKmXHI8xgCPiQODuXdYHcCywC/AC4FLgcOD4iNg9M88bakElSZKkftlTd2jsASxJktRLPQRE6WUQEbE98A7gJV027wvsCTwtMz+ZmV+v1y0DXra4k5ckSZI0DWwAliRJGm9HAmsy85Ndtu0LXJCZx7dWZOblwHHAfkMqnyRJkjSYBGazuUU34hAQkiRJvWQCoxsCIiL2BA6iy/APtV2B07qsXwMcFBFbZ+aVTZVPkiRJWqhsbKg1G4A72QNYkiSpu79cxd+KZ3ptXg2wTUSc3LYc2pkuIlYAHwDelpm/75HdKqpxfzutrR9XliizJEmSpMllD2BJkqTujr2Uv3J9XsemsVmxTM/idwCHZeaX5kn6cmAL4I1zpAm6d3GIhZVOkiRJGoYGh2pwcrmN2ANYkiSpi8xcvyN34GxOL5bntXk1V3AZwLFzpYuIHYFXAq8GNouI7evJ4Gh7vpyqp++qLlm0ev526x0sSZIkaQmxAViSJKmHNfxsxVr+zPV5XZH8zuJ37MydyZy3W8LtgM2Bj1E14rYWgJfWf+9GNdbvrl32vwtwjuP/SpIkaWxlNrSM+sTGj0NATIiYKXP1ZskbQkv+fBCFCra8TDYAuazgCZasq3G8lWEcy1RSqetzXJV8/Qp9VgHEbMEJAUqdY8H3csaY/gY77df7gDJz/V3jHzib07kDuy0qr1bv3/M4o58X/1Rg7y7rj6dqFP4Q8EeqnsTPiIi9MvNEgIjYFtgH+MSiCiw1ISjzObOs4P+ukgFyof83Jf8H5kyxrIjrytVVqf+CRacPWl7yH33BrMbwf3NMefwfBU+v1Hf5Kq8yV3ysL/jOKZjXWMb/Ja/1gqc37e9BlWcDsCRJ0hzW8LMV27D9uuvzjosaC7jV+/eX+cN5I/bMvAw4oXN9VI0AZ2fmCfXzY4GTgI9FxGFUPYMPp2pmO3LBhZUkSZKalEDJRv8b5d1QvhNsTLsfSZIkjYcSYwG3ev/+ih8Vjb0ycxZ4DPAt4L3AF4EZYO/MPLfksSRJkiRNJnsAS5IkzWOxvYAH6f07l8yN71XPzLXAIfUiSZIkTYamhrJwhIyNTFQP4Ih4QER8MyL+EhFXRMQpEXFI2/adIyJ7LNuPsOiSJGmCLaYXcFO9f6XSjLUlSZKm08T0AI6IuwHfBn4MPBu4GjgA+FBEbJaZ72tL/maqSVHa/W0oBZUkSVNpob2AS/X+lZpkrC1JkoYpSbKhMYDTSfI2MjENwMCTgOXAPpl5Zb3uWxFxd+AgoD0oPSMzfzzsAkqSpOmVmevvGv/A2ZzOHditr31avX/P4wx7/2rcGWtLkqThSRocAsIG4E6T9GVkU2AdcE3H+suYrPOQJEkTag0/W7GWP3N9XtdX+lbv37QbgsafsbYkSdKUmqRg7pj68V0RcauI2D4ing08BHhHR9o3R8T6iLg8Io6NiP666UiSJM2hNRbwOX2MBezYv5owx9SPxtqSJGk4ZrOZxb4XG5mYLySZeRqwGtgPOB+4FPgv4DmZ+ak62XXAB4B/BvYGXgrsBvwoIv5+rvwj4tCIODkiTr5+/dXNnIQkSZp4a/jZikv66AVs719NkiZjbeNsSZKk0ZqYMYAj4g7A54E1wHOobk/bD3h/RFybmR/PzAvrbS3fj4iv1/u8Enhqr/wz82jgaIDttrqVX9QkSVJXrbGAz+F0bt9jLGDH/tWkaTLWvlGcveUtjbMlSRKQkM1MAlcNMKx2E9MADLyJalyyx2TmunrddyLiJsA7I+KTmRtfOZl5bkT8ALj3EMsqSZKm2Bp+tmIbtl+3Y96RTWOzjba3ev/+Mn9o9KlJYawtSZI0pSapV8puwC/bAtKWnwI3AW4+x76Bzf+SJKmQucYCduxfTShjbUmSNDwJOZuNLDTVsXiCTdIXk4uA3SNi04719wGuBdZ22ykidgQeAPyk2eJJkqSlpNdYwI79qwllrC1Jkpa0iPh6RGREvKFj/cqI+GBEXBwRV0XEtydtEtxJGgLiPcBngeMi4r1U45LtCxwIvCMzr4+It1M1ap8E/BW4E3A4Vdv/m0ZSakmSNJW6jQXs2L+aYMbakiRpuBobA3jwfCPiQODuXdYHcCywC/ACqolyDweOj4jdM/O8xZV1OCbmy0lmfg54FLAZ8EGqSSr2BP4FOKxOtqZe9wHgW8ARwA+B+2Tm74dcZEmSNOU6ewHb+1eTylhbkiQtVRGxPfAO4CVdNu9LFf88LTM/mZlfr9ctA142tEIu0iT1ACYzvwZ8bY7tHwY+PLwSSZKkpay9F/Bt8u/s/auJZqwtSZKGKWeb6TOxgK4YRwJrMvOTEfGJjm37Ahdk5vEb8s/LI+I4YD/ghYsp67BMVAOwJEnSuFnDz1Zsw/brruEqdubO/DJ/aO9fSZIkaU7Z3BAQA7QAR8SewEF0Gf6htitwWpf1a4CDImLrzLxy4DIOmQ3AkiRJi9DqBXwuf+RX/Mjev5IkSdI81rOONXlyI3lfzRUA18+XLiJWUA1t9bY5hrNaBZzVZX1rgtyVgA3Ak+iKqy+8+JsnH3H2PMluClw8jPLoRqz34bPOR8N6Hw3rffj6rfOdmi7IYpyWP41Rl0GaBFdcc9HF3/j1G42zx5P1PhrW+/BZ56NhvY9GP/U+kjj7Gq7a6RquWtngIe4fEe0tzEdn5tEdaV4ObAG8cY58AujWpXii4n8bgLvIzJvNlyYiTs7Mew2jPNrAeh8+63w0rPfRsN6HzzqXlhbj7PFlvY+G9T581vloWO+jMc71npnnAOc0eIhfAu/rtTEidgReCTwL2CwiNmvbvFk9MdzfqHr6ruqSRavx+tIipW2YtylKkiRJkiRJWkpuB2wOfIyqEbe1ALy0/ns3qrF+d+2y/12AcyZh/F+wB7AkSZIkSZKkpeVUYO8u64+nahT+EPBH4FjgGRGxV2aeCBAR2wL7AJ8YTlEXzwbghescN0TDYb0Pn3U+Gtb7aFjvw2edS+rk58JoWO+jYb0Pn3U+Gtb7aFjvPWTmZcAJnesjAuDszDyhfn4scBLwsYg4jKpn8OFUYwAfOZzSLl5kdhvHWJIkSZIkSZKWjohI4I2Z+aq2dauAtwH7Uw0bcRLwksz85UgKuQA2AEuSJEmSJEnSlHISuD5FxNcjIiPiDR3rV0bEByPi4oi4KiK+HRG7jaqc06RbnUfEzvW6bsv2IyzuRIqI1T3q8rKOdF7nBfVT717rzYmIR0XE9yLiyoi4IiJOjogHt233ei9srjr3WpdknD0axtrNM9YePuPs0TLOHg1jbfXDMYD7EBEHAnfvsj6oBoPeBXgBG8YBOT4ids/M84Za0CnSq87bvJmq7tv9rbkSTb0XAj9re76+9YfXeaN61nsbr/WCIuKfgffUy+upfgjdHdiy3u71Xth8dd7Ga11agoyzR8NYe+iMtYfPOHvIjLNHw1hb/bIBeB71LyLvAF7MxrP77QvsCTw4M4+v058EnAm8jOqfjgY0T523nJGZPx5aoabfb+eoT6/z5sxV7y1e64VExM7AUcBhmXlU26ZvtP3t9V5Qn3Xe4rUuLTHG2aNhrD0SxtrDZ5w9RMbZo2GsrUE4BMT8jgTWZOYnu2zbF7ig9eEFkJmXA8cB+w2pfNNorjrX8Hmda1ocAswC758jjdd7Wf3UuaSlyzh7NIy1x4vXuqaBcfZoGGurbzYAzyEi9gQOAp7XI8muwGld1q8BdoyIrZsq27Tqo85b3hwR6yPi8og41nGDFu3jETETEZdExCciYse2bV7nzZmr3lu81svZE/gd8KSI+FNdr3+MiH9pS+P1XlY/dd7itS4tIcbZo2GsPTLG2sNnnD1cxtmjYaytvjkERA8RsQL4APC2zPx9j2SrgLO6rF9bP64ErixfuunUZ51fV6f5JvBX4M7AK4AfRcQ/ZOZvh1LY6XE58HbgROAKYA+q+jwpIvbIzL/gdd6Efurda728W9XLW6nq8k/AE4D3RMQmmflOvN5L66fOvdalJcY4ezSMtUfCWHv4jLNHwzh7NIy11TcbgHt7ObAF8MY50gSQPdZrcPPWeWZeCDynbdX3I+LrVL8avhJ4aqMlnDKZ+QvgF22rToyI7wE/pRqD6VV4nRfXT717rTdiGbANcHBmfqFe99167KzDI+JdeL2XNm+de61LS5Jx9mgYaw+ZsfbwGWePjHH2aBhrq28OAdFFfXvIK4FXA5tFxPb1ZAm0PV9O9UvVqi5ZrKwfL228sFNigDrfSGaeC/wAuPdQCjvlMvMU4HQ21KfX+RB0qfduabzWF+eS+vFbHeu/CewA3BKv99L6qfONeK1L08s4ezSMtceHsfbwGWcPhXH2aBhrq282AHd3O2Bz4GNUH0KtBeCl9d+7Uf1ismuX/e8CnJOZ3r7Qv37rvJdevyZqYdrr0+t8ePq5jr3WF25Nj/WtXgezeL2X1k+d9+K1Lk0n4+zRMNYeL8baw2ec3Szj7NEw1lbfbADu7lRg7y4LVEHT3sAfgWOBW0fEXq0dI2JbYJ96m/p3Kv3V+UbqHg0PAH7SeCmXgIi4F3BHNtSn1/kQdKn3bmm81hfni/XjwzvWPxw4LzMvwuu9tH7qfCNe69JUOxXj7FE4FWPtsWCsPXzG2UNhnD0axtrqW2Ta4N+viEjgjZn5qvr5Mqpu87cFDqP65fxw4G7A3etu9VqELnX+dqofLk6iGsD8TlR1vh1wnzkmtFAXEfFx4EzgFOAyqkkSDgeuBu6RmRd7nZfXZ717rRcWEQF8B7g71W2wZwAHAM8GnpGZx3i9l9VnnXutSzLOHhFj7WYZaw+fcfZoGGePhrG2BuEkcIuQmbMR8RjgbcB7qW6rOgnY2w+vxqwBngscTDXY+cXAd4HX+cG1IKcBBwIvALYELgK+ALw2My8Gr/OGzFvveK0Xl5kZEfsDbwZeRzXe2O+Ap2TmJ+o0Xu8F9VPneK1L6sLP45HxM7ksY+3hM84eAePs0TDW1iDsASxJkiRJkiRJU8oxgCVJkiRJkiRpStkALEmSJEmSJElTygZgSZIkSZIkSZpSNgBLkiRJkiRJ0pSyAViSJEmSJEmSppQNwJIkSZIkSZI0pWwAlhoUERkRJ3SsO6Jev7rPPI6p0+9cvoRlRcTBdVkPHnE5Nqr3wvmfVR+jtdx3gH1PiIhsqmyaW0Qc0PHanTDqMkmSpMEZZ4+sHMbZ6so4WxpvNgBr4nT8U+lnOXjUZV7q6kDurFGXo7DLgdfVy3kjLsuS1eVLwnyfAb9hw+smSZLaGGdPHuNsNcU4W5oum4y6ANICdPuH8iJgO+CdwGUd205ttjhq80Xgx8CFoy7IEFyWmUeMuhC6Qbf3fsuprT8y8zfAEQAR8dqmCyVJ0oQxzh5fxtkaFeNsaQrYAKyJ0y0YqH953A44KjPPGnKRVMvMy6l+sZeGzfe+JEmLZJw9voyzNUK+96Up4BAQEhART4yI70TE2oi4tr7d5ZMRca8uaQ+MiOMj4tI67W8j4lURsdkIyv1PEfG9iLg8Iq6JiF9HxOHdytK6PSwitoyIt0bEORFxXUT8MSJeHhHRZZ+IiH+NiN/U53p+RLwnIrbrdrtZ59hkEbG6HodrJ2CnjtuFjqnT7Nz+vEsZuo7lFRGbRsSrI+JP9XmcGRFvmOt1iIhNIuJ5EfHjiLgiIq6OiF9ExPMjoujnYUQ8KSJ+Xr8uf4mI/42IW82zz8Mj4qsRcXF9Tn+qX6vt50j/w4i4qr52/y8i7hxdxrNrr+eIuGNEfLou12y0jZO3gDLcpr4mzqjTXxIRx0bEvbuk3aZ+zU6r6/9vdf6fjoh79lWxkiRpohhnG2cbZy+4DMbZkoqxB7CWtDoY+wjwdOBi4AvAX4HbAHsDvwdObkv/IeAQqrGovkB1K8x9gdcDD4mIf8zM9UMq+5uAw+tyfwK4Engk8Cbg4XVZ1nXstgL4JnAr4GvAemB/4C3A5mx8299/Ac8FLgCOBq4H9gX+oc6rM/9OZ9V5vqh+flTbtlPn2ben+nX7DLAf8CfgPcCmVK/Nbj32WQEcBzyc6nX9BHAt1ev8buA+wNMWWqaOY70Y+E+q6+Oj9ePDgR/Ro+dGRLyGqq7WAl8G/gLcDXgp8KiIuF9mXtGW/on1OVxHVRcXAvcHTgJ+OUfx/g74CXA68HFgC+CKBZbhHlTX0yrgG1TviZtSXVM/iIjHZuZX67QBfL2tjB+kuv5uC6wGvg/8fI5yS5KkCWKcbZyNcbZxtqTxkZkuLhO/UAVACew84H6H1vv9FNiuY9ty4JZtzw+u034B2KIj7RH1tn/tWJ/ACT3Sru6zjMd0nhtwv3rdOcAt2tZvQhV8JfCKHnX01fbyAzenCpwuA1a0rX9gnf73wPZt6zcFvldvO6vjGK06OrjLsc/qcX471/sc02P7CdVH1Y3WPbne5yRg87b1q6gC1bnq/d3A8o7X+UP1tv0GuN7mOp/rqIK79tdsGfD5+jid57N3vf5H7XXdUafvaFu3DXBpfZy7d6R/S+sYHcffuW39m7qUe9AybAL8kSq436sj/a2A86mC5c3qdbvVeXyxy7GXASv7fd/2uK6Pql/jbsvmPfbd6DpxcXFxcXFxufGCcXZrvXG2cbZxtnG2i8vELiMvgItLiYWFB6a/rvfbo4+0v6D6JX77LtuWU/UQ+GnH+qYC0/+u1x3aJf0dgRngjB51dPsu+/xPve2ubes+WK87qEv6BzDawPRb9T57d0nfKsMJbeuW1a/PhcAmXfbZHpgFPjPA9dbrfF5ZH/91Xbbdrn5tOs/ni/U+u85x7f2l7flT6/Qf7pJ2a6qgtVdgehF1sLjIMuxXp39rj/T/Wm9/VP28FZh+op867ndpu67nWjZ6z9b7Gpi6uLi4uLjMs2Cc3Z7eONs42zjbONvFZSIXh4DQVKvHXFrdsfqszDwmIrYC7gr8OTN/MU8+WwJ3pwpuXhQbD+MF1a/Ef7/IIvfrHvXjdzs3ZObpEXEesEtEbJ+Zl7Vtvjwz/9glv3Prx5Vt6/aoH3/QJf2PqW4rGpV7UAWS3cp2Qpd1dwRuAvwBeFWP1+8ayrx+rdfmxM4NmXlGRJxLNVZbu/tRfel5QkQ8oUuemwI3i4ibZOYlzPHaZOaVEXEqG1/3Lb/MzOu6rB+0DPer1+8UEUd0SX+H+vHvqXrD/IbqdsQDI2In4Et1+U/OzOt7lHUQu6STU0iSNDTG2cbZNePsDYyzJY0tG4A17VYDr+1YdyLVr/3b18/P7yOflUAAN+uS3yhsVz9e2GP7hcCOdbrL2tZf1i0xG4LM5V2O8efOxJk5ExGX9FPQhmwHrM2Nx16D6pf3TjepH+/A3K/f1ostGHPUW+0iNg5Mb0L1eTzftbU1cEkfx+i1vnX8bgYtQ6tOuwWxnelb18yDgdcABwD/UW//W0T8D3B4Zl45T16SJGl8rMY4+7K29Zd1S4xxdotxtnG2pBEqOhunNG4y84jMjI5ldb35svrx1n1k1ZpQ4Bdd8rvRUvoc5inPLXpsv2VHuoVoTUKwQ+eGiFjOhsBksWbrx14/SG3fZd3lwKp6wolO3eqkVQ9fnOf122WwonfVOtZG9TZP+S6d79rKzLPr9D1fm3nWQ3U7Vq9yD1KG1nnuN0/6GyY8ycxLM/PFmXlbqi8JzwJ+BzwfeN8cZZYkSWPGONs4uy09GGeDcbakMWYDsJaszLwKOA3YISL2mCftlcAaYNeIWDWM8s2jdSvd6s4NEXF7qtmVz8wb35a20GPs2WXbfRnsDoIZbtzrod2l9eNtOzdExLZUt5V1OoXq86tb2VZ3Wfc76pmkewSzJZ1SP+7VuSEibkeX86S61W9lROza5zF6vjYRsTWwe5/5LKYMP64fH7iAY5GZf8zMD1HV05VUY51JkqQpYJzd9zGMswdjnN0H42xJ3dgArKXuXfXjByJiu/YNEbEsIm7Ztuo/qcZn+nBEbN+ZUUSsjIh7dK5vyIfrx1dFxM3ayrAceBvVe/tDizzGR+vHV7bXTURsCrxpwLwuoRrXaovODZn5N6rA8QERcZe24yynqvON9gE+Uj++MSI2b9tnFfCqLsdYTzUr8S2Bd3UrR0Tcsv34i/BxqjG+XhARO7flvwx4K90/d99RP/53RNyqS9m2ioj7tq36ElXPgKdExN07kr+K7r055rOQMvwJ+JeIeFS3DCPifvW4fkTELj2C3pXAZlRjw0mSpOlhnN2bcfbCGGdv2Mc4W9JAHANYS90HqX7dPQj4Q0R8CfgrcCvgwVQB4BEAmfnhiLgn8DzgTxHxDeAcYBWwC/AgqoDpOU0XOjN/FBFHAi8DTouIzwFXAY+kmnDjB1RB0GKOcWJEHA0cCqyJiM9TBVz7UAVFF7DhtrL5fAe4N/D1iPge1UQev8zM4+rtb6UKpH8YEZ8FrgX2BlYAv6SaGKTdJ4EnAvtSnf+X6rQHAD8D/q5LGV5f5/McYJ+I+C7VuHQ3p7pN6gFUMwv/ps9z6iozz4qI/we8HfhFRHyaqr4eThUw/gq4W8c+36n3eTPVdfhV4Eyqcb12ovr1/gfAI+r0V0TE84CPAT+KiM9QjUd3//ocT6z36ff1WUgZ1kXE44BvAF+JiB9RTT5xNVXvi3tTzcZ8y3rd3YEvRsTPqXoEXUA11t9+VK9da6yyhXpRRFzWY9sJmXnCIvOXJEmDMc7ufQzj7AUwzjbOlrQImeniMvELcBbVmEs7L3D/p1D9M7+cKig6k+oX5nt0SfsY4MvAX4DrqQb7/ynwBuDOHWmT6p9i+7oj6vWr+yzbMb3ODXgSVbDwt7rca6iCq8171NFZPY7RtUxUv6K/mKrnwHVUwcR/UU2O8Dfg1I70B9f5HNyxfiuqsafOo5oII4FjOtI8sy7/dXWdfoBq/LMTqo+qjcq8KdVEB2fU+5wFvJHqV+6N6r3eJ4CnUQXKa+vX7/y6Dl8B3HaA661rXbalOZDqNrVrqb7sfIzqC0/X86n32RP4TF3P19f7nUrVQ+NeXdI/EvgRVeB3KVVvgTvX12cC27el3blbvRcow82Bt1AFm1dT3Wb2B+BzwFOBTep0t6Hq0fLD+vW9rr4evgY8ssB7f67liB77dr1OXFxcXFxcXDYsGGcbZxtnG2cbZ7u4TPwSmYkkDSIi7gCcDnwqMw8cdXmGLSLOAsjMnUdbko3Vt/SdAWyWmb0mLxEQEQmcmBsmrJEkSRop42zj7GlgnC2NH8cAltRTRNyiHlOrfd2WwFH10y8OvVDjY6eIyHq57/zJy4qI7VvjfrWtC6qxyXYEvjDsMk2CiDig9bqNuiySJGnpMs6ek3H2BDLOlsabYwBLmsuLgAMj4gSqsa9uATyE6jajrwGfHVnJRusobjwBxHkjKMN9gU9HxDepbs/aul63O3Au9Zh62shvgNe1PT9rROWQJElL24swzu7mKIyzJ5VxtjTGHAJCUk8R8RDgpVTBziqqccVOBz4BHJWZ60ZXuqUtInahGg/vAVSTPGxCFSB/GXhTZv55hMVbkHrW7xf1mfyYzDyrscJIkiQ1yDh7fBlnG2dL08gGYEnSWIiInakmhunH3umMw5IkSdK8jLMl2QAsSZIkSZIkSVPKSeAkSZIkSZIkaUrZACxJkiRJkiRJU8oGYEmSJEmSJEmaUjYAS5IkSZIkSdKUsgFYkiRJkiRJkqaUDcCSJEmSJEmSNKVsAJYkSZIkSZKkKWUDsCRJkiRJkiRNKRuAJUmSJEmSJGlK2QAsSZIkSZIkSVPKBmBJkiRJkiRJmlI2AEuSJEmSJEnSlLIBWJIkSZIkSZKmlA3AkiRJkiRJkjSlbACWJEmSJEmSpCllA7AkSZIkSZIkTSkbgCVJkiRJkiRpStkALEmSJEmSJElTygZgSZIkSZIkSZpSNgBLkiRJkiRJ0pSyAViSJEmSJEmSppQNwJIkSZIkSZI0pWwAliRJkiRJkqQpZQOwJEmSJEmSJE0pG4AlSZIkSZIkaUrZACxJkiRJkiRJU8oGYEmSJEmSJEmaUjYAS2MmIrJedi6Y5+o6z7NK5dm0iDimLvMRXbYVr6MmTGK9S5IkaeEmJU5VsyLi4Po6OGHUZWlSROzcuuZHXRZJc7MBWFqktobKjIh1EXHzedLv35Y+I+LgIRVVkiRJE8y4EyJi94g4YhrOZbHqzgZHRMT+oy6Lpk/9+XFERKwedVkkLZ4NwFJZmwBPnifNQfNs/329rCtSosrVdZ5/Kpin5me9S5KkppSIOyfR7sBrgYNHW4yemojle1lNVRf7D+FYWnr2p7q+Vs+RZh0brnlJY2yTURdAmiLnADtSBdpHdUsQEauARwNXAtcDqzrTZOadSxcsM38KFM9Xc7PeJUlSQ4rEnSqviVheGleZeT5+35Emgj2ApXJOourpuUdE7NojzZOATYHPA9cMq2CSJEmaKsadkiSpbzYAS2X9b/3Y63a71vqP9sqg18QR9fhLGRHH1M+fHhE/iYi/RcQVEXF8RPxjjzx7TkYWESe0xoSLiG0j4siI+FNEXBMRZ0TEv0fE5m3pHxIR34iIiyPiqoj4XkQ8sMdxl0fE3hHxzoj4eUT8OSKuj4gLIuKLEfHgXvUwqIj4bn0eb5sn3f/U6T7RZ75/qNM/f55036jT/WfburnqfVld58dHxCX1OH5/jYg1EfHhiHhEj+NERDwxIr4SERdFxHURcX79Orw4Im7S41jPjIgTI2JtRFwbEWdGxNERcfsex5l34orOa7Jj280j4q0RcVp9nVwbEedGxI/qa2qnXvlKkqS+LDrubImIzSLiJXVseXkdB/4+Iv4zIm7RY58bxQoRsU8d11wWEVdGxI8j4sB5jrttHU/8st7nyoj4VUS8LiK265I+gY/UT/eKG49vnNExVukCY6AbxW8R8YCI+HId+15Tl/X5ERE99p9zEriI2CoiXlrHRK0ynRERx0bEUyJixVx1Vuexc10Xr61XPb1LXezcnrZOT0TcNyI+FxEXRsRMRBzVlu9dI+LVEfH9iDinjjMvier7wrMiYvk85Rr43OrX6GkR8a2oYuHWd4VPR8R9ehznhhi03v/5EfHT+trLiNh9vjqs87llRDw3qrj6DxFxdVTfq35RX4Pbz7P/repr6fy2c/3PXvtFxJ51+a6Pqod+r3xvXb82GRF367J954h4d1Tv0auj+j7484h4eURsNU+Z7xMRH42Is+oyXxwRp0TEmyPiTnWa1fX18vR6t9d2Xl8dZZlzEriI2CMiPhbVd4Hr6mN+IyIeP8c+Z9X5ro6IVXW9nhkbvvv8d0Tccq5zldQhM11cXBaxAMcACXwKuF3993nAso50d6y3nUP148t59fODO9Jlvezcsf6Iev0xwAfrv9cDl7ftMwM8vksZV9fbz+qy7YR624uB39Z/t24VbOV7bJ32ecBsfZz2414HPKBL3ndtS5PAtXXe7eteMU+9HtFl20Z1RDUGXgIXAZv0yHMb4Ko63UP7fH3/vU7/oznS3Lx+LRK4V5/1/vGOerisrsfW8x932Wc74FttaWaBS+vXo7Wu83raEvhG2/br62O1nl8D7NflWAfX20+Y47xvuCY71u8EXNB2jPXA2rq8rXXPGfV718XFxcXFZdIWCsedddqbAad0xGtXtD1fC9y3y343xArAq9kQi7bHGQm8qMe53B44qy3dVW1xWgJnA3fo2OciNsSg19fP25f7t6VdaAy0ut5+Vn2O6+sYpvO8jupxXl1j+XrbXYAz29Kso4rlcq79uuRz2/p8W3H1NV3q4rZ12p3b8v6n+pit2PP69vMALm5Lu77LOX+F3nH2wOdGFZt3xrad322e3+VYR9Tb/wf4v7byto63e5/vp891lK8zrv4jcJse+/498Je2tFdSzf+RwB+Al9ARSwPBhmv+0DnK1dr3tC7bHle/3q3jXs2Nv0P8Ctihy34B/EfH+V7ese8xddr719dQ6zhXdl5fbfnecH31OJdDO+r0UjZ8b0qqH7KWd9mvVU9Pbfv7KqrPp9a+ZwIrh/kZ7OIyyYs9gKWCMvMM4IfArYHO3q2tXhgfz8zZRRxmP+ApwHOBbTNzO6ovAN+jCvDfHRELGd/7tVSBwQMzc2tga+DZVP+g94mIV1ONMfcW4Cb1cXemugVxU+AdXfK8HvgssA9wC2CLOu8dqL4ozABv6PXr/oA+T/UFZQfgUT3SPJHqy8DZwHf6zPfj9eP9okdPDuAJwHLgD5l58nwZRsSDqBqsZ6ka3rfNzO2BzYFbUX3Z+EGPsjyUKhj7V2BVZq4EtgB2o2qsvrRjn/8EHkYV3D0H2KY+1p2ovrBtDnwiIu44X7kH8FrgllRB84OATTNzVVs530AVPEqSpAUqGHd+FNiDKob4J2CrzNwWuDfwa2Al8H8RcdMe+9+d6n//q6lixO2p4r7P1dvf3NnbMSJaQ1PsBJxLFau04s+HsmGM4y9GxGZt53wLqhgIqh/nb9Gx/KjtMIuNgW4GfAB4H3DLet+VwLvr7S+M3sNvbKSug69Txc9nUk2wtVUdy20LPJCqd/P6+fLKzHPrumjd+fbpLnVxbpddPwR8CdilPp8tufEY0t+jiv93Ajav02wNPI0qdnsUVexa6tw+SvV6/4pqvOqt6u8YK4FX1OnfGREP6FEVjwMeQdVJZdv6eDsAZ/RI3+kPwKuAXam+p6ykui5WAz8D/o7qGug83xVU1/fN6mPt1fb9aV+qThuv6dwvM5PqxxuAuXrHt7bd6I7FiLh3vf8KqsbcnYCtqF7H+wI/oYq1u/X6fynwsvrv91E1xm9HFZ/vTPUe+UNdzh/V19en6/Rv67y+5ih7e3nvXx9rGVV93bau4+2BV7KhgffwObJ5N9Vn0/0zcyuqOt6P6seJnefZV1K7UbdAu7hM+kJbT4z6+aH184+2pWn/tffv63UL7QGcwFO6lOOWbPgF90Ed21bTuyfqCWz4lf72XbZ/qO24H+6yfSc29OzcccC6a/UW+cgc9XpEl2296uid9fov9jjej3rlOU85W71iDu+x/Qfd8u1V71TBVwJfG6AMj2JDz4hH9LnPTmz4xf2fu2zfkqqR9kbXa73tYBbeA/g39fonLuQ95eLi4uLi4tJ9aSDufGBbXLVRfEHVmLa23v7vHdsObtv3lV323ZwNPSQP6tj2tLb4865d9t2VDXejHdLjuCfMUU+LiYFa8VsC/90j/1/V21/TZVuvOPXIev1fgVsXuh66xmIdaXZuK9MP6OgtPsCxWtfKmV22DXxuVA2/SdVgvKpHmlbM/OUe553M0ZN2kXW7qu363aXH9XsdcKc56mqj65SqgTbr63OjuqLqGZ89jtv6zvHiHmVeCZxfp2m/K/EmbOhd/6YB6uAY5vnuxBw9gKk63LSuu269fN9Ub/8bVQN++7az6m0XUf2w1Lnvv9Xbz2ji9XdxmcbFHsBSeZ+hujXlcW1jMO1FFYienJm/XWT+59DxazBAZl4I/LR+etcF5PvZzPxjl/Xfbvv7zV2OezZVAL2Q4x5XP/b6VX9QH6wfHx0RN2/fUI9pdT/qBucB823V90a/1EfEjlS3SbWnm88V9ePNI6Lfz+FWT55vZObX+9zncVS/uF/Ehrq5QWZeTRWwQ3W9zjmu2wBa5+e4XJIkNWuxcecB9ePJ3eKLzPwz8P766T/1yONabtyLtLXvtVRDMMDGMWLruP+Xmad12XcNG3oQ9zruXErFQBvFvrUv1Y+DxL5Pqx/flpnnD7BfSW/PBd6JmJnfp+51GRG36ti8kHN7ev14TGau7ZGmFVvv3eM1ugT4cJ/HG0hdplaP8vt1bG5dv1/IzN932ff7VL2pu+X7a+A0quvziV2StL5vnJSZZ7ZWRsTfUX1nuoYN78nOvC8FvlY/bZ8b5glUP3pcCry+276l1b3C966fvjkzZ7ok+w+qz4+t6X0H59GZeUmX9f9XP+4y37jHkio2AEuFZeZlVA2bWwGtge37noSjDydnZvbY1gq4Vi4g31/3WP+X+vFaNjT0dvpzr+NGxBZRTU52QkT8JarJzloTBfyiTtYZRC5IHVD9lOq2qKd2bD6kfvxO3Wg9iE9S9bzdLSI6A/0DqXra/DwzT+8zv29T9Wq5B3BCRDy1SyDd6b7141f7PAZ1/gDf7xF0AXy3ftyK6pbIElpl/I+I+K+oJgLcolDekiSpViDubMUKx8+RphUr3LFHQ8tvMvOqHvv2ik0HOe495kjTS4kYaG1Ww2x0M1DMXQ8j1rptfpBYrrST5ksQEQdExP9FNQncNR0Tf21fJ7tVW/qdWdi5tTpQvDiqiY03WoDW0GpbUvVi7XRyZs47ZMZcIuIfopqA+XdRTULYfr771ck64/TW9XXiHFnPte2T9eOTu2zrOvwDG+prU+DMOersSXW627bt2/oecXxmXjNHuUrag+o7UtKjLjLzcuDn9dNe7/Of9Vjf/kPD9gson7Tk2AAsNaMVcD+tbvh6PNUtbp/svUvf/jbHtmvrx3lnD+7iwh7rW0Hzn+doeG6ludFx65lZT6Uag20vqnGyrqO6PezPVBNNQBV4l9Lq5fGMtnIsZ0PPhBv1EoiId/YIoL7QSlP3ZPh+/bSzF3CvIK2nuqf1c6l+wX8g1eQH59cz274vIvbostsO9eM5/R6Hqr7hxgFSp/O6pF+s/wCOpQpQn0f1BeuKqGaEPizmmVFZkiQNZDFx5yCxQgDdxgFeSGw6yHFvEhExR7puSsRAJWPuHdr+HiSWK+2vvTZExCZ1/PtZqobP21K95hdTxe1/puoQATeO3Rd6bq07xbar8+i1tGzZJY+e59OPiHgp8GOq7w13ohq25FI2nG/rde78rtK6Xi6YI/u5rr3W94Z7RsQd2sqzO9XkcjNUvfvbteprOXPXV6us7fW1kO8Ri9Wqo8sz88o50rXeh72+h3R9H9Z3GLQs5LuvtOTYACw14+tUPWcfDDyfavKDr2XmxXPuNX2OopqF+gyqLyOrMnPrzLx5VpMH3HeunRfok1Qz1d41Iu5Vr3skVdB0GfDFjvS9gs5VHek2GgYiIv6eauKTWTZM6NCXzPwwsAvwIqrbCC9hwwQMP4+IVwyS3zw2m2Nbr0b9BcvM6zJzP6rb5Y6kCqyz7fnpEXH30seVJGmJKhF3zhUrNKnp4w41BprDoA3YjZijNzRUk789FriaaqK922bm5pl5s9ww8VerwbP9fBZ6bq22iP0yM/pYzuqSx1znM6d6Ar//oCr/e6jGnd4sM1e1nW9rGJKFnGPPfepzafXGbu8F3Pqe8e3M/As31qqvX/RZXwf3U5YhGNVni6QONgBLDahvRfoU1XvsjfXq/x1diYavnt25ddvUUzLzC/W4VO12oLD6F+bWjLWtXsCt4R8+0fFrMZl5cI+gaXVH1p+lGrZhl4hoNVy3grQTM3OuHgC9yvrnzHxnZu5P9av3P1A1UAfw+oi4W1vy1jAbOw1wiFaviLn2ab89rL0XRet2us3n2He7uQ6emT/OzJdn5v2obpE8kKrnwc3oMh6fJEka3CLjzn5ihdu0DsWGu7cWa5DjXjLHXWiLyb9XDNSEi9r+HiSWG6Yn1I+vz8x3ZWZ7D+nWHXXdeoAv9Nxase1dBtinpMdTvWe+kZkvyMzfdGkg7/VdpXW9zDWE23xzYdyoc0ndy/1JHdvaterrDhGxyTx5d2q9RsO89lp1tEVEzHWXYet93vR7UFrybACWmtO6HW8F1a1Ex82RdhrdlA2/+P6iR5qHNnTsVuPigRFxW+Ax9fMFTxJRN163JjJp/VI/V5A2aP6ZmT+jCr7Po/p83rMtyY/rx14TJHRzSv14n4jodtscVL2FoJoZuH0Si8vqx9vQ2737LUhmXpWZn6KarRyqW96csEGSpDIWGne2YoW95hhmoRUrnD7HWL+Dah137znStI57Ssf61jAEc/VqXEwMVFzd47PVCDdILDeffuqiX62Yr1fc/gC6dAxYxLm1esA+fs5UzZnzfOs4tdfdiq3r60Fz5L/XPMf/NFWHiztFxD2oxvjdkWqIuM47FmFDfW0NPGyevDu1vkesHnBejsVcX79gQy/7ru/ziNgOuGf9tPN9LqkwG4ClhmTmz4EjgLcDL8rM60ZboqG7gg3/9Hfr3FiPD/yCJg6cmT+mml13JdWQECuAX9avyWK0Gnr/qe4FfAeqXsGfHySTund0V3XPg3X10/Zbplpf7B4WEY/o81BfoArcbsKGhtf2cmwJHNZK29HroTUp4K0j4p50iIgHUn0R2Mhc50cV1EIVSM6VTpIk9WkRcWfrFvdd2XDn1g0iYgeq4alg4zFJF6N13Ed2m/ugvj3/gB7HvaJ+3H6O/BcTAzWl1Sv73yLi1oXy7Kcu+nV5/dgtbt8EeMMc+y7k3I6pH+8VEQfNlTAiFjLB9Xx6nm/tlcA2PbZ9tn58XPsYvi0RcX/mbhwmM/8KfKd+eiAbOph8OTM3Gvc2M3/Hhobc/5irI0U9CXf794jPUsXgK4HXzFWuDgu+vjJzLRsmeXx5RHRre3o51Y8KVzLayRGlJcEGYKlBmfm6zHxpZvYzC/NUqYdiaAUpH64nNSAilkXEQ6hmg21yPKpWL+BWI+WCe/+2OZYqQNkB+K963de6DG0xnzdFxOciYv+IuGGs4YjYISLeRTU2cALfatvna/USwOcj4gWtydQiYtOI2C0i3h4R+7d2yMyzgaPrp2+JiENbwWBE3BH4CnB7qrHebhTU1/v+tH56TETsVu+3IiKeAPwfVQ+jbk6LiDdFxL1bjcFR+Qfg3XWany2g3iRJUg8LiTsz8/tUYwhDFa8dUN/qT/0D8DepGo3+DLyzYHE/Dfyq/vv/IuKhrR7IdZz4Vaof8NcAH+/Yd039eJeIuE+3zBcTAzXoP6gmBrsp8P2I2LctTto6IlZHxKciYq67rzq16mLPbg2RA2rFna+OiP3aroM7U/Uo/weq3tLdDHxumfl1qoZ6qK6919UdRKj3W1mX40tUE0qX1jrfR0fEK1o9xSPiZhHxVuBwqjk6uvk08BuqzhpfjYg9632XRcSjqc7rih77tmt1LnkSG4bgmOvOwhdQTah9V6p6fmhrOIj62LtGxKuAP9E2BEVmXgK8rn76/yLiPRGxY9t+O0bESyKis3G4dX09ov21GcCrqX6IuQdww+tfXxOvAP5fne4tmdlPfUlaBBuAJTXpxVS/Nu8G/CIirqRqQP02VY+MZzZ47P+lCpCg6qXb+eVhYJl5NdWEbVAFMrCw4R82obrd7YvAJRFxeURcQXX7XKtX9Ksy87S2YydVz4ATqWb1fVe971qqOv4V8BI2/oX+36gC3M2ADwB/i4hLqW51XE1VR0/OzNO7lPOFdd53BX4VEX+jev0+A5wMvLfH+d2cKmj+KXB1RFxSH+cnwN2oxg981pw1JEmShuUg4FSqht7PAlfWccnJVP+3LwUeWzciFZGZ11PFQmdT3fb+rfq4V1HFiTtSzRvwuM7ezJn5B+B7VPHUjyPikog4q17ab9lfTAxUXF1/j6Qa6msXqpjyyrpMf6PqLfnE+rz6dQJVY98q4PcR8Ze2uhikIRngbXVe21L90H9NRFwO/Bb4R6qe4F3HgF7EuR1UH2s5Vc/UCyLisvq4a+tt+w54Hn3JzG+yoQH6jXV511L92PFSqs4jX+6x7zqqBtu/Uv2Q8P22OPnLVOf8730U44tUsfZtqObIuIyqw0evMp9MNVHf5cAeVNf3VRFxMXAt1R2Qr6dq/O0cN/tIqgm6Af4FODsiLquPfzbV3QO361K+tVSTep8XERe2rq8+zo3M/BHwPKpG4CcA59R1fBlVnQfVd7S39JOfpMWxAVhSYzLzJ8D92NBbdAXVLNUfAHYHftngsddSNZYCfKngl5b2huQrWdjYzu+galz9EnA6VfCzGXAuVY+CB2Xmmzp3yszLqMarezrVl6O1VOOAXUh1ri+i6qXcvs/VVAH5s4DvU/V02ZIq0PsgsFtmfoku6tdvz/ocL6MK2k+numXyUWyYKK7TfsCbgR9SzRa9NVUj/K+oArxdM/NXPfaVJElDVN+Kfj+qBtOTqYai2hT4A1WD0a6ZeVLPDBZ+3D8Cd6dqKDutbVOrEetuczTOPo7qh+gzqeKMnerlhjFqFxMDNSUzf0013MarqOr6mrrMZ1DFywdSNaL2m9864CFUHR/Op2rEb9XFQBOF1bHzfYH3tZXhmrpce2XmMfPsP/C51XNEPJZqvo4v1OewBdX190eqjhYHUDUiNuGJVL1Qf0t13QdV/Pr0zJyzo0pm/obq+8wHqWLxFVSdOd5BNU/G2vkOXg/10P5d4vPzDd+SmV+japB9A9W4uddSdQC5AvgRVUP639e94Nv3y8x8MdXQFJ9mQ11fXufzJjZMItna52Kq8Xu/QNXYfTM2XF99ycwPUNXHJ6jqaev6mN8CnpCZTx3SECzSkheDT6gqSeOvvo3rQqpeDI+sbzOTJEmSJEkCoL5j4uXAvah+mNwC2KWe5LI93UrgrcD+dZqTgBfXP4C1p9uc6ofMp1L9QHMq8PLM/F6DpzEvewBLmlYHUjX+nk01fp0kSZIkSVK72wP/RHXX8ve7JajHqT8WeATVsI2Pp+r5f3yXIXc+BDybqkf+Y6g6pn2jNS/SqNgDWNLUiYidqT64bwP8W2Y2MXGEJEmSJEmaYBGxLDNn67+fBfw3HT2AI2I/quFsHpyZx9frtqMaiuhjmfnCet3dqXr8HpKZH6nXbUI1qeLvM7ORcc37YQ9gSVOjnl34PKoJLG5DNV5tr4nKJEmSJEnSEtZq/J3HvsAFrcbfer/Lqcbx3q8j3TqqsbZb6dYDnwIeHhGbFSn0AtgALGma3AK4NdWEZZ8HHpaZ1460RJIkSZIkaZLtyo0nLG1ZA+wYEVu3pTuznoi0M92mVMNNjMRAM4NK0jjLzNWjLoOkpSsi/gX4Zmb+YdRlkSRJklTMKuCsLuvX1o8rgSvrdJfOkW5V8ZL1yQbgLjbdZMvcYtPtC+RUcHxlh2oevhh1AXoZ24JJUmOuuObCizPzZqMuRy8RcYdddtzkPfe95xbgB7XU06abbJWbb7b9ovOJMQ2Os9Tbfyl8iozjOY7nZVVMjOv8P2NaLPWp4Hs5Yww/GMawSKX97coLRhJnP3zvrfKStTONHuPnv7puDdB+V/DRmXn0ArIKun9adV4h/aYbOhuAu9hi0+253x2eufiMSv6DHdd/1tNsHP/5wPiWS/3x9ZMW5Bu/fP3Zoy7DXJ72hG1Of9oTtuXN71xLRNw5M3836jJJ42jzzbbnvrv+86LzGdeGrGKNFyUH6isYe+SygnktH7+YKPoZBbJfs+Wu0ZgtU7CYGdPvpwXLVeyzYUw/Y0q9n4s2tG5S7gOr5OdCLi9TrqKfVWP6XfA733vlSOLsS9bO8NNv7NjoMZbf8g/XZua9CmS1lu69d1fWj5e2pet2Uivbto+EDcCSJEmLEBF32Ot+W/DgPbdg+fJV3OLmV/yWMfiVX5IkSRpXCcxS8pe3Rq0BHtZl/V2AczLzyrZ0j42ILTvGAb4LcD3wx2aL2ZuTwEmSJC3C056wzemvfPEqIoLV99+Si/6ynoi486jLJUmSJKmIY4FbR8RerRURsS2wT72tPd0K4Alt6TYBnkg1V8h1wynuxsaiATgibhMR746IkyLi6ojIiNi5I802EfG2iDghIq6o06zukd/mEfHWiLgwIq6p833QEE5FkiQtIRFxh3POW8+D99zihnWveskqDnzsNr8dYbGkGxhnS5Kk8ZTM5GyjS78i4oCIOAC4Z73qkfW6VoPvscBJwMci4kkR8fB6XQBH3nBGmacCnwaOiohnRcRDgE8BuwCvXWSFLcpYNAADtwf+iWrMjO/3SHMT4BBgPfCtefL7EPBs4DXAY4ALgW9ExO4lCitJkgQ37v3bYi9gjRnjbEmSpLl9tl6eUz9/b/38dQCZOUsV93yr3vZFYAbYOzPP7cjrGcBHgDcAXwFuCzwiM09p+BzmNC5jAH8vM3cAiIhn0X1cjbMzc1Wd5qHA47plFBF3B54MHJKZH6nXnUg1Dse/A/uWL74kSVpq2sf+7fSqlzgWsMaGcbYkSRo71RjA4zHhYmbOG7Nn5lqqH8wPmSfdNcBL6mVsjEUP4Lolfb40/V4V+wLrqLpct/ZdT9Xl+uERsdmCCilJktSmW+/fFnsBa1wYZ0uSJGlcegCXtCtwZsdse1D1TNiU6ja4NUMvlSRJmhpz9f5tsRewppBxtiRJKmaW/sfp1eKMRQ/gwlZRjXHWaW3b9o1ExKERcXJEnHz9+qsaK5wkSZp8c/X+bbEXsKbQouPsdcbZkiRJQzeNPYADug4iMmfvm8w8GjgaYLstbzUeg5BIkqSx00/v3xZ7AWvKLDrO3narWxtnS5IkkmSm71GotFjT2AN4Ld17H6xs2y5JkrQgT3vCNqe/4kVz9/5tsRewpoxxtiRJ0gSaxh7Aa4DHRsSWHeOT3QW4HvjjaIolSZImXUTc4UH33YKHPHD+3r8t9gLWFDHOliRJxcx2vbFITZjGHsDHAiuAJ7RWRMQmwBOBb2bmdaMqmCRJmmz9jP3byV7AmiLG2ZIkSRNobHoAR8QB9Z/3rB8fGRF/Bf6amSfWaR4JbAXsVqfZKyJuClyVmV8DyMxTI+LTwFERsQI4E3gusAvwlOGcjSRJmjYL6f3bYi9gjZJxtiRJGjcJzNgDeGjGpgEY+GzH8/fWjycCq+u/3wfs1JbmiPrxbGDntvXPAN4IvAHYHvgl8IjMPKVUYSVJ0tLytCdsc/pTD9h2oN6/LavvvyVv+M+1RMSdM/N3DRRPmotxtiRJ0hI2Ng3AmTnvt6nM3LnPvK4BXlIvkiRJi7KY3r8t9gLWqBhnS5KkceQYwMMzjWMAS5IkFbWQsX87ORawJEmSVElgJrPRRRvYACxJkjSHiLjD2eeuX1Tv35ZXvWQVBz52m98OcOzbRMS7I+KkiLg6IjIidu6SbmVEfDAiLo6IqyLi2xGxW5d0m0fEWyPiwoi4ps73QYs8LUmSJEljbGyGgBgrmTA7O+pSjL9F9IJqNC8Nn7+s9W8c62opvP+m/Bxzys9v1BYz9m+nBYwFfHvgn4CfA98HHtaZIKqCHUs1EdcLgEuBw4HjI2L3zDyvLfmHgEcDhwFnAP8CfCMi7peZpy78zKT+BEmM2f/Caf8MzWXlzi+Xj19dxUy56ylmyn0HjHUz5fJaX6hcBb/jxvXlzq/od+8x+3wprtDnVYmY5gbLy/UrzE1K5lWouatgmWZXLC+WV24yfp/HC2HL2/DYACxJktRDibF/Ow04FvD3MnOHuizPoksDMLAvsCfw4Mw8vk57EnAm8DLghfW6uwNPBg7JzI/U604E1gD/XucjSZIkaco4BIQkSVIPJcb+7TTIWMCZ2U/HiH2BC1qNv/V+lwPHAft1pFsHfLot3XrgU8DDI2KzPk9BkiRJWpQkmWl40QY2AEuSJHVRcuzfTq96ySqe9Nit+x4LeB67Aqd1Wb8G2DEitm5Ld2ZmXt0l3aZUw01IkiRJmjI2AEuSJHX3kH/af+uy4+TVVt9/S37z++uJiEMj4uS25dAFZLeKatzfTmvrx5V9plu1gGNLkiRJg0uYaXjRBo4BLEmS1MMmDU54tMnyIDOPBo5eZFYBXe9x6yx8v+kkSZIkTREbgCVJknpIktmG5ifOcuOSraV7791Wz99L29LtOEe6tV22SZIkScUlNBRlqxuHgJAkSZpsa6jG9+10F+CczLyyLd0uEbFll3TXA39sroiSJEmSRsUGYEmSpB5mmWUmm1kKOha4dUTs1VoREdsC+9Tb2tOtAJ7Qlm4T4InANzPzupKFkiRJknoLZhpetIFDQEiSJI2xiDig/vOe9eMjI+KvwF8z80Sqht2TgI9FxGFUQz4cTjW275GtfDLz1Ij4NHBURKwAzgSeC+wCPGUoJyNJkiRp6GwAliRJ6qEam6yZKYQHyPWzHc/fWz+eCKzOzNmIeAzwtnrb5lQNwntn5rkd+z4DeCPwBmB74JfAIzLzlAGLL0mSJC1YArPNhNnqwgZgSZKkMZaZ896/lplrgUPqZa501wAvqRdJkiRJS4ANwJIkST0kyWxj8xPb5UGSJElLl+P0Do+TwEmSJEmSJEnSlLIHsCRJUg+zmczkyMcAliRJkqZKYg/gYbIHsCRJkiRJkiRNKXsAS5Ik9VCNAWxfXUmSJKm02fnnOlYh9gCWJEmSJEmSpCllD2BJkqQeZoGZhnoA269YkiRJS5VjAA+XDcCTIgq9KUrlsxSUnPSnZF6z5bIaR9HQZEvjIsfyPViwzsf1vpJxrPeCZRrDsxvTa31wDgEhaSCF/g/msoL/UMf08zjWl/lsXbZupkg+AHH9+mJ5sb5c0B7rCpVrfbm6YrZgXurfOL6f15f7vIqSeW1S5j2Ym5Qr07L15ZrgcrPlxfLS0mADsCRJkiRJkqShSYKZse1BNH1sAJYkSephNmGmoTsT0p7FkiRJkobABmBJkiRJkiRJQzWbYzisyZSyAViSJKmHZOqHXpckSZI05WwAliRJkiRJkjQ0CcyM5XTW08kGYEmSpB5mSWYaGqvXEYAlSZIkDYMNwJIkSZIkSZKGKJjJZaMuxJJhA7AkSVIPs8CMXXUlSZKkoqq5NmwAHhZrWpIkSZIkSZKmlD2AJUmSeqh6JjSXtyRJkrRUOQnc8NgALEmS1MMsYWAqSZIkaaLZACxJkiRJkiRpaDKdBG6YbACWJEnqIRNmGxqrIR0DQpIkSdIQ2AAsSZIkSZIkaahmHWptaGwAliRJ6mGWJienMOCVJEmS1DwbgCVJkiRJkiQNTQIzOAbwsNgALEmS1MMs0VgPYIcAliRJkjQMNgBLkiRJkiRJGqJgJu0BPCw2AHcTQBTo7VMij3FWcvryUnnNlskGIMbx/JaCKX/fFL2uxtFMuayy6LVQqN5Lxiclr4UxfN/EGJZpIRKYzek4F0lDUOqzb0w/dmJ9uf9dy65fXySfuGZdkXwAYn3BQGamYF7ry9TV2JqSmKGnGMMGrmVjWucl4+N1hT5jZgq+fuPaXqElwQZgSZIkSZIkSUOTwKxjAA+NDcCSJEk9OAawJEmSpElnA7AkSVIPSTQ4O/GY3n4pSZIkDcGMQ60NjX2tJUmSJEmSJGlK2QNYkiSph9mMxiaBcwgISZIkLVXN3mmnTta0JEmSJEmSJE0pewBLkiT1kNDYJHCSJEnSUjab9ksdFmtakiRJkiRJkqaUPYAlSZJ6mM1lzDTUM8ExgCVJkrRUVXfa2S91WKxpSZIkSZIkSZpS9gCWJEnqIQlmG/u93LGFJUmStDQlwUwaDw+LPYAlSZIkSZIkaUrZA1iSJKmHWWCmoZ66jgEsSZKkpay5O+3UyQZgSZKkHmZxEjhJkiRJk80GYEmSJEmSJElDk0ljHS20MRuAJUmSekhgtrHJ2pz0QpIkSUtVNBhnq5NN7ZIkSZIkSZI0pewBLEmS1MMswUxDv5c7BrAkSZKWqsQhIIbJBuCuAmLMuqFnoa+JpfIBYqbgV9eC5Sqm5DUwbteTRia9FibbbMG8SsY64/gZKklLULH/8yXjhYL/I5atmymX19XXl8lofbkyMVvwH/1swf/Ny5aXy2vaLRvD92BJ41iucY1DS5Wr4OdCrFtfLK+xrXeNLZvaJUmSepjNZcw0tNgFWJIkSUvZDMsaXfoREXtHxA8i4pqIWBsR/xsRO3RJtzIiPhgRF0fEVRHx7YjYrXilNMQGYEmSJEmSJElLSkQ8EPgmcBnweOBfgQcB34mIzdrSBXAs8AjgBXXaFcDxEXGbIRd7QRwCQpIkqYckmG1sDOAxvI1TkiRJGoIkmM2Rx8OvBc4G9s/M9QAR8Tvgp8AzgffW6fYF9gQenJnH1+lOAs4EXga8cMjlHpg9gCVJkiRJkiQtNfcFvtVq/AXIzJ8BlwCPbUu3L3BBq/G3Tnc5cByw35DKuij2AJYkSephNoOZ0fdMkCRJkqZOv+P0NloE6DYr6XXAXdue7wqc1iXdGuCgiNg6M69soHzF2AAsSZLUwyzRWGDqHHCSJElSo24aESe3PT86M49ue/57ql7AN4iInYBbAuvaVq8CzuqS/9r6cSVgA7AkSZIkSZIkQdUZYjYb7wF8cWbea47t7wQ+FhFvAN5F1dB7NDBbLy1B9/4bE3OroA3AkiRJPVSTUzQVmE5MvChJkiRNncz8eETcGXgp8EqqRt5PA1/lxkNArKVqHO60sn68tMlylmADsCRJkiRJkqQhCmbGoENEZr46It4C3A74S2b+OSJ+C/ygLdka4GFddr8LcM64j/8LjH60ZUmSpHHVGgO4icUxgCVJkqTRy8yrMvPXdePvI4A7A+9vS3IscOuI2Ku1IiK2Bfapt409ewBLkiRJkiRJGpohjQE8p4jYA3gkcEq9ak/gMODIzPxRW9JjgZOoxgs+jGrIh8OpxnQ7cnglXjgbgCVJknqYzWAmR39rmiRJkqTirgceBbwM2Az4LfCczPxIe6LMnI2IxwBvA94LbE7VILx3Zp473CIvjA3AkiRJkiRJkoZq1GMAZ+Yaql6//aRdCxxSLxPHBmBJkqQekmC2oSkTcgwmvZAkSZI0/WwAliRJkiRJkjQ0mTHyMYCXEhuAJUmSepglmDEwlSRJkjTBbACWJEmSJEmSNFR2tBgeG4AlSZJ6qMYAbmas3mwkV0mSJEm6MRuAm5QFv9rNlMkrZmeL5FNcOBGOykuvK42zkh/H/nDemNlscAiI9DNKGgsl3+Jj+LaOmXL/cOLq64vlxfXryuU17bLQaxgFL/ZlBS/2ZQXLVSr+L3l+6t9swTaUUu0xJdt1SrbHrC+X1agkNNbRQhvzK6MkSdIYi4i9I+IHEXFNRKyNiP+NiB26pFsZER+MiIsj4qqI+HZE7DaKMkuSJEkaH/YAliRJ6iEJZhr6vbyf/iQR8UDgm8A3gMcDNwHeAHwnIu6ZmdfV6QI4FtgFeAFwKXA4cHxE7J6Z5zVwCpIkSdICOdnyMNkALEmSNL5eC5wN7J+Z6wEi4nfAT4FnAu+t0+0L7Ak8ODOPr9OdBJwJvAx44ZDLLUmSJGlMjEVTe0TcJiLeHREnRcTVEZERsXOXdH3d2ljv323ZfRjnI0mSpsNsRmNLn+4LfKvV+AuQmT8DLgEe25ZuX+CCVuNvne5y4Dhgv0VXhCaWcbYkSRpHSbOx9gDx9pIwFg3AwO2Bf6K6XfH73RK03dr4CKpbGx8PrKC6tfE2XXY5Brhfx3J66YJLkiQ1aAboNuvSdcBd257vCpzWJd0aYMeI2LqBsmkyGGdLkqSxNMOyRhdtMC5DQHwvM3cAiIhnAQ/rkmbQWxvPz8wfN1dkSZI07ZodA7ivXgm/p+oFfIOI2Am4JbCubfUq4Kwu+6+tH1cCVw5cSE0D42xJkqQlbiyawzNzto9k3tooSZKmSkQcGhEnty2HdiR5J/APEfGGiLh5RNwZ+F9gtl5uyIru88p579sSZ5wtSZLGUdLs8A8OAXFjY9EA3KdBb218bkRcV4919t16Fm1JkqS+zRLM5rJGFoDMPDoz79W2HN1+/Mz8OPAG4N+APwO/Ac4Hvgpc2JZ0LVUv4E4r68dLy9aMpoxxtiRJ0hSbpAbgVXT/8tJ+a2PLx4DnAQ8FDgVuAnw3Ilb3yry9B871668qUmBJkqTFysxXAzcF7gbcMjMPBO4A/KAt2RqqRrxOdwHOyUyHf9BchhhnX12kwJIkafLNsqzRRRuMyxjA/ej71sbMfFrb0+9HxJeoejW8gWp8s43UPW6OBthuy1t1O44kSVpiqjGAm7l9bJBgIzOvAn4NEBGPAO4MPLMtybHAMyJir8w8sU63LbAP8IkyJdYUG16cvZVxtiRJ0rBNUgPwgm9tzMy/RcRXuPEXJUmSpDlV44c11Xtg/obliNgDeCRwSr1qT+Aw4MjM/FFb0mOBk4CPRcRhVHHR4fVBjixYaE0n42xJkjRUmTDjOL1DM0kNwGvoPmtxv7c29urZIEmSNK6uBx4FvAzYDPgt8JzM/Eh7osycjYjHAG8D3gtsTtUgvHdmnjvcImsCGWdLkiRNsUlqAF7wrY11ukcDP2m8lJIkaWqMegiIzFxDj9vqu6RdCxxSL9IgjLMlSdLQzdoDeGjGpgE4Ig6o/7xn/fjIiPgr8Nc6EO3r1saIeClwJ+B44AJgJ+ClwC2ApwzhVCRJkqSxYZwtSZK0tI1NAzDw2Y7n760fTwRWD3Br4++Bx9bLdsAVwA+BZ2bmTxssvyRJmjKzNDkGsDQ0xtmSJGmspHH2UI1NA3Dm/P2++7m1MTOPA44rWDRJkiRpYhlnS5IkLW1j0wAsSZI0bmYzmGmoZ0IfbXKSJEnS1Gpqrg1tzL7WkiRJkiRJkjSl7AHcTSbMzi46m5jpZ37vPmWhvKLcrytZMK8odX7qW8nXTwPwZ7fRWPxH+ngbx/NbNh2f60kwa88EabqNY0xUMDaO62bK5XX9umJ5MVvoHJeN4etX2vLlZfJZVjAQLfm+KfgaZslzVH9KVnnBmLZYG0PJtor15T6PS7RZjVpS3W2n4fDTUZIkSZIkSZKmlD2AJUmSemh0DOBGci0rIr5bIJtjMvOjBfKRJEnS1AhmG4qzJ8mw4m0bgCVJknpo9ta0ibjlbfUi90/ghMUXQ5IkSZpKqxe5f1/xds8G4Ij48CILAPB/mXlsgXwkSZI0Gkdk5r8vZMeImPwB6hpirC1JkpY659q4QePx9lw9gA9eyIHbJHAWYFAqSZIm0izLmGloyoRJGAJCjTp4kfsba0uSJKkv8w0BcRTwzgXkG8AZC9hPkiRJ4+MJwG9GuP+0OwpjbUmStARlwkxjQ61NlKHE2/M1AF+WmWcv5OgRvoiSJGmyZTY5BvD4y8zPj3L/JcBYW5IkaQkbVrw9VwPwYcAPF1GGxe4vSZIkTStjbUmStKTNZjNDrWljPRuAM/Pti8l4sftLkiSNWhLMNjYGsD04lzJjbUmSJA3LfENASJIkSUTEY4HVwHrg65n5rR7png48PTMfPMTiSZIkaYIksaSHWuumyXjbBmBJkqQeZoklPzlFVIPNfhp4PNzQbflFEfEV4KDMvKxjl52BvYZWQEmSJGmCDSPenrMBOCI+OkhmtczMpy9gP0mSJI2fZwAHAOcC7wfWAU8HHgP8ICIenJl/GWH5JpaxtiRJWspmHRKtpfF4e74ewE8dIK+kaqVOqkJKkiRNtMzmbk3LbCTbJjwDuAy4dyvwjIh3AP8BvAT4dh2UXjy6Ik4sY21JkiQ1Hm/P1wC8d5/53AZ4LXD7hRZEkiRp3FQNwEt+duLdgM+19zrIzBngpRFxDnAUVVC6d2ZeOqIyTipjbUmStCQlOAbwBo3H23M2AGfmiXNtj4itgP8HvBjYEvg1cNhCCiJJkqSxtCnw524bMvNdETEDvBv4VkQ8dKglm3DG2pIkaSmzo8UNGo+3FzQJXEQsAw6l6omwA3AB8ALgmMwJuqFRkiRpDrMEMw2NTZaTM+bZ+cCOvTZm5n9FxArgP4FvAD8cVsGmlbG2JEnSktJ4vD1wA3BEPIZqDIo7A1dRBaZvy8xrBs1LkiRJY+/XzDNUQWYeFRGbAW8G9hhKqaaUsbYkSVoSGpxrYwI1Hm/33dc6Iu4REd8FvgTcEfhv4PaZ+XoDUkmSNI1aY5M1sUyQrwK3iohHz5UoM/+DqrFyQXeYLXXG2pIkSUtW4/H2vDtExG2BNwEHUjUYfwV4WWb+dtCDTZTZURegQ5T5opiF8gGIKb8DsWRd9f9TizThSr5vSlo+6gJ0Ma6foaX+/43b/1Etxheo3kVXzZcwM19fT1Sxc9OFmhZLNtbWnGKm3IdoXL++WF4ULFcxJWOPkv+bl41hTLRuXbm8ouAXnE3KBWpR6nvz8pLfBcfwy2DJa73kezDKlavcKRZsQymWE7B+pmRuI5FUw60JGEK8PWcDcES8BXghsBlwKvBvmXnCIAeQJEmaVJmx5CenyMy1wAcGSP8/DRZnqhhrS5IkaRjx9nw9gF9G1Sj/R6ruyA+OiAfPX4587aAFkSRJ0viKiJ0y8+xez7UgxtqSJGnJmrBh0RrXZLzdz5gRAdwBeAX99VhPqvEoJEmSJtos0ditaWM6CEhXEbEj8KuIuHNmXhgRt66f3zUzzx11+SacsbYkSdIS13S8PV8D8DMWewBJkiRNtsw8JyI+ArwOOBQ4AviIjb+LZqwtSZKWpNZky6o0HW/P2QDsGG6SJGkpS4KZxgLTiQt4XwOsiYj9gUcAdxltcSafsbYkSZLaNBZv9zMExKJExNOBp2fmfOOZSZIkjZXZBieBKzkBd5Mi4jVtT88EPgOcBLy4Ndt6Zv77CIomjLUlSdLksgdwZRjxduMNwMDOwF5DOI4kSZLK26Xt762o4set2tZPSFP21NoZY21JkqRJ1ni8PYwGYEmSpImUac+EzHwGQERsCqwBXgQ8H/jnzLx+hEWTJEnShEpiycfZLcOIt5u5p1GSJEnT5jDgl5n5LuBX9XNJkiRJZTQWb9sDWJIkqYckmG1osrZJGjchIm4DvAy4d73qVcBPIuKYzDx/dCWTJEnSpGoqzp5ETcfb9gCWJEnSfM4HHpWZpwNk5u/q5zb+SpIkSYvXaLxtD2BJkqQemh2bbHJ6PGRmRsSpHas7n0uSJEn9ca6NG2k63rYHsCRJkuYUETsCf4qI7evnK+vntx1pwSRJkqQp0HS8bQOwJElSD7MZzOayRpZJkpnnAN8CDq9XHQ58KzPPHV2pJEmSNKmSVqzd3DJJmo63HQJCkiRJ/TgMODUivggcBNx9xOWRJEmSpklj8fYwGoBPBT46hONIkiQV1eqZ0FTekyAiDmp7eipVz4QfAg+PqOomM431RudUjLUlSdIEmrReuk0ZRry96AbgiLgz8EjgauBTmXl5+/bM/BLwpcUeR5IkSSPxjLa/bwNsBdyubX1iA2RjjLUlSZKmXuPxdt8NwBHxGuC5wK6ZubZe91DgOGDTOtnLIuIfMvOSxRRKkiRpHCTBLEu7Z0Jm7g0QVfeDnwNHAXsBD87MSenIPPaMtSVJ0lKSTN44vU0ZRrw9SA/gRwK/awWktTdTtUK/FrgF8DzgX4HXlCjcKMWYfZ/JKPOmGLfzail1fk5rOCKzoy6AxkfBz5iS7+dSnzGl8imdV0lR6DUc0/83g8oGJ5DIyQt4/xm4NDNfEhHfqZ+/f8RlmiZLJ9Yu8fkwrp+hhcRMuc/QWLe+WF7MzpTLq9j/5uVl8imt5P/B9YVew5Lvm81WlMurYLmKfa8c05gvlxdqFyj4GcNswS+Dywp+ARjDWDRXlLsWpvu/4JLWWLw9SAPwzsAXW08i4tbAPYH/zMw31OvuDOzPpAelkiRJukFE3AR4A1UjJVSzEn8lIj7T0WCphdsZY21JkrSETGCHiMY0HW8P8vPKSqD9gA+g6pHw5bZ1Pwd2XGyhJEmSxkFmNTlFE8uEuRp4fmb+DCAzfwq8oF6vMoy1JUmSlq5G4+1BegD/Fbh12/O9gXXAT9rWbYo34UuSJE2VzLwG+FTHuk/1SK6FMdaWJElLylKfa6Nd0/H2IA3ApwL7RsRdgWuBJwI/qAvYsjNwYanCSZIkjdKsk1NoeE7FWFuSJC0RrTvtNByD9CA4EtgO+CXw+/rvt7c2RsTmwGrg5ILlkyRJ0hiJiH+IiM9HxJ8i4rqImOmyFJx1askw1pYkSVIj8XbfPYAz8/sR8Rjg2VTjkX08M7/WluT+wFm0TV4hSZI0yZrsmTB+c1PPLyIOoLo1bRlV3PdTwMbeAoy1JUnSUuMkcBtrKt4eZAgIMvPrwNd7bPsusMdiCyRJkqSxdQRwFfDozPzBiMsydYy1JUmShisiHgC8Ftgd2Bz4I/CezPxwW5qVwFuB/YEtgJOAF2fmrxso0hE0EG8P1AAsSZK0lCTh5BQ3dnvgGBt/JUmStDijn2sjIu4GfBv4MdVdWFcDBwAfiojNMvN9ERHAscAuwAuAS4HDgeMjYvfMPK9wsRqJtweaRTgilkXECyLixxFxeft4ExGxR0S8NyLuWLKAkiRJGhsXAetGXYhpZawtSZI0VE8ClgP7ZOaXMvNbmfnPwE+Ag+o0+wJ7Ak/LzE/Wd2ztS9Wm+rIGytRIvN13A3BEbAp8CzgK+Dvgb3CjLjFnAocATylYPkmSpJHJumdCE0tOZs/izwL/WMeFKshYW5IkLTWZ0ejSh02pGluv6Vh/GRvaTPcFLsjM4zeUOy8HjgP2W3QlbKyReHuQHsCHAXsDrwN2AD7YvjEzLwO+Bzy8VOEkSZJGqTUJXBPLRM4CV42PdhnwmYjYacRlmTbG2pIkScN1TP34roi4VURsHxHPBh4CvKPetitwWpd91wA7RsTWhcvUSLw9yBjATwF+mJn/DhAR3b62nAnsU6JgkiRJGi+ZeXVEHAocD5wREZcBl3dPmn831MJNPmNtSZK0ZCQMYwzgm0bEyW3Pj87Mo28oQ+ZpEbEa+CLwvHr1OuA5mfmp+vkq4Kwuea+tH1cCV5YqcFPx9iANwLsAX5knzVqqipEkSZp4N/TWFQARsSfwdWBLYD3VRBndKshKG5yxtiRJUlkXZ+a9em2MiDsAn6fqzfscqqEg9gPeHxHXZubHqeLabj/MNxLvNhVvD9IAfA2w/TxpdqTqpixJkqTp8x/ACqpJMT6RmbMjLs80MdaWJElLR1bDrY3Ym6h6/D4mM1sTr30nIm4CvDMiPknvH+BX1o+XFi5TI/H2IGMAnwo8rNcgxBGxHdWYZD8tUC5JkqSRa92a1swkcBPp7sAnM/NjNv4WdyrG2pIkScO0G/DLtsbflp8CNwFuTtU7eNcu+94FOCcziw3/UGsk3h6kAfi/gdsCH4+Ibds3RMT2VAMnrwTeX6pwkiRJGitXsmG8M5VlrC1JkpaUWaLRpQ8XAbt3+QH+PsC1VHHvscCtI2Kv1sY6Vtun3lZaI/F230NAZOYnI+KhwDOAfam7ONeDKe8KbAb8V2Z+tXQhJUmSRiKDdAzgdl8F9po3lQZmrC1JkjR07wE+CxwXEe+lGpJrX+BA4B2ZeX1EHAucBHwsIg6jitEOpxqD98gGytRIvD1ID2Ay85nAIcBvgJtRnew9gD8Cz8zMF5QuoCRJksbG/wO2jYj/ioitRl2YaWOsLUmSlooEsu5s0dQybxkyPwc8iuqH9g9STQi3J/AvwGF1mlngMcC3gPcCXwRmgL0z89wGqqaReHuQSeAAyMxjgGMiYguq29Auz8yrShVI3cUYjIzdKaNgj6iBfoqQBOP5uVDUTLmsinXgXFawzpcV/OAr+XlcKq8puT4HuH1sASayZ/GngL9RzZJ8UEScDlzeJV1m5kOGWrIpYaw94Up99M0WHGK7ZF4zBfPaZHm5vMbRbMH/g6X+N28y8Nf/3tYXDNRWlCvX7LabF8knl5eL05ZfeV2xvGKmzHWVm5Q7v1hX8FovGT+OYUyby6f8c29CZebXgK/Nk2Yt1Y/0hwyhSI3E2wv+pM3Ma6i6RkuSJGlpWN3291bAHj3STccvACNkrC1JkqZbNTGyNrK67e9i8fbADcARcTPg8cDfA1tl5rPa1u8C/LoOWCVJkiZaQmOB6SS2kGam9+w0zFhbkiRp6Woq3h6oATgingm8C9ic6r7FBJ5Vb96BalDkQ4EPFSyjJEnSaDQ5CdyEtABHxLJ67DM1zFhbkiQtJVMyatyiDSPe7rtVOSL+ETgaOB14LPC+9u2ZeRqwBti/YPkkSZKWtIh4QER8MyL+EhFXRMQpEXFIR5qVEfHBiLg4Iq6KiG9HxG6FivCXiPhwROwTEZsVylMdjLUlSZKWrMbj7UG6Fb8cuBDYKzOPBf7SJc2vgLuUKJgkSdKozWY1BEQTSz8i4m7At4EVwLOphgb4GfChiHhunSaAY4FHAC+o06wAjo+I2xSohp8ABwL/B1wcEZ+JiAMjYtsCeWsDY21JkrSkZH23XVPLBGk83h5kCIh7AZ/KzCvmSHMecIvFFUmSJEm1JwHLgX0y88p63bci4u7AQVS9RPcF9gQenJnHA0TEScCZwMuAFy6mAJn56IjYGng08DiqhuYDgOsj4gTg88CxmfnnxRxHxtqSJElL0TDi7UF6AG8KXDVPmu2BmYUWRpIkabw02CuhvwJsCqwDOif9uowNcdy+wAWtxl+AzLwcOA7Yb5EV0Mrvysz8dGY+EbgZsA/wMapZiT8AnB8RP4iIl0TE7Uoccwky1pYkSUtGpj2A2zUdbw/SAHwWcM950twH+P2ghZAkSVJXx9SP74qIW0XE9hHxbOAhwDvqbbsCp3XZdw2wY92boJjMvD4zv5KZzwJuCewNvAe4NfA24A8RcWpEvKYewkL9OQtjbUmSpCWviXh7kAbgLwEPjIgndNsYEc8A7kbVLVmSJGniZUPj/1ZjAAcRcWhEnNy2HHrj4+dpwGqqnrznA5cC/wU8JzM/VSdbVa/vtLZ+XNlE3dTlm83MEzPzRZm5C9UwBm+mGmbsCOAXTR17ChlrS5KkJaWpOHuQOTfGXal4e5AxgI+kGofukxFxALAdQEQ8H3gg1RgVfwDePUCekiRJS1ZmHg0c3Wt7RNyBqsFvDfAcqqEg9gPeHxHXZubHgYCuI0oMPerNzFOAU4BXRcQdgf2HXYYJZqwtSZKkOS003u67ATgzL42I1cD/AO09E95VP34feHJmzjd2mSRJ0kRIqvHJRuhNVGMAPyYz19XrvhMRNwHeGRGfpOrpu6rLvq2ev916BzcuM0+natRUH4y1JUnSUjPiOHviDRJvD9IDmMw8G1hdjy9xP+AmwOXAjzPz54MWVJIkSXPaDfhlW+Nvy0+BJwM3p+od/LAu+94FOCczryxVmIh4TR/JZoErgN8CJ2bm9aWOP+2MtSVJkpa2puLtvhuAI+K7wA8z89WZ+SvgV/3uK0mSNIkSmG1oJIU+OzxcBOweEZt2BHb3Aa6l6v17LPCMiNgrM08EiIhtqWYO/kTJMlONM9Ze9PbK6VyfwCUR8cK28YrVg7G2JElaanJKxukt7AgaiLcHmQTuvsDyAdJLkiRNtMxobOmzBfg9wC7AcRGxX0Q8LCLeAxwIvK9uFD4WOAn4WEQ8KSIeXq8Lyg/BsDfVZGXrgA8BBwOPrB8/XK//P6ohDN4CbA78b0Q8sHA5ppGxtiRJWjKS5uLsG+LtydRIvD3IEBB/AG47WJklSZK0UJn5uYh4FPBy4INUAd6fgH8BPlCnmY2IxwBvA95bpzkJ2Dszzy1cpJ2AfwTunZm/7tj20bpx+ofAFzPzlRHxKeDnwEupxrBVb8bakiRJaiTeHqQH8AeBR0fEjoOVW5IkaTJlwmxGI0v/ZcivZebqzLxZZm6Tmbtn5nszc6YtzdrMPCQzV2Xmlpn5kMz8ZQNV8mLgM12C0VY5fgl8FnhJ/fzXwFeoxrPV3Iy1JUnSkpINLxOqkXh7kAbg44AfAD+MiOdHxH0iYqeI2LFzGSBPSZIkTY47UY1LPJcL6nQtfwC2b6pAU8RYW5IkSY3E24MMAXEGVQN6AO+cI10OmK8kSdJYSqpewLrB35i/N+/9gSvbnm9V76e5GWtLkqSlI50ErodG4u1BgsePMtE9qAWQUfDNNUj/8aWuZL2Po2VT/tEwO+oCdFf0/VxIjGlLWcwWehELBihZqkwAy0t+thf6cB/D61NFfBU4KCLeBLwxM69qbYiIrYBXAQ+iihtb7gqcNcxCTihjbY2/Mf0/X0zJ88uC/+dLlavg+c1us2WxvC7aa/tieV1+93VlMlpXLo65xYmbF8tr+zWXl8lopuC1XjLmm5mZP02/lk/5vKqlYnaNo0bi7b4bgDPz4AEKK0mSNPkanEF4QptRDgdWU01K95yI+BXwZ2AH4G5Ut56dA7wCICJuCdweeP8IyjpRjLUlSdKSM6EBccMaibe9fUySJEl9ycyLIuIfgLcAT6LqfdByDXAM8P8y8y91+guBWw+7nJIkSdIkairetgFYkiSph6S5HsDVUK+TJzP/CjwzIp5DNfnEdsAVwO8ys9C9t5IkSZp2jgHcXRPxdt8NwBHx4T6SzdYF+i3w5boVup+8b0PVtflewN2BLYBdMvOsjnQrgbcC+9dpTgJenJm/7ki3OfB64KlUXaNPBV6emd/rpzySJEnaWERsmpnXA9TB52k90u3cGcdpbk3F2sbZkiRJk6OpeHuQHsAHs2F0jm5N9Nmxfl1EvCoz39pH3rcH/gn4OfB94GGdCSIigGOBXYAXAJdSjYtxfETsnpnntSX/EPBo4DCqGZX/BfhGRNwvM0/tozySJElkwmxTPRMmc8yzTwAHzJUgIm4LfBe43VBKND0OpplY2zhbkiSNpWmfW3SBGom3B5k28O+ALwGXUM04txr4+/rx1fX6LwL3Af6ZaoDit0TEfn3k/b3M3CEzHwV8tkeafYE9gadl5icz8+v1umXAy1qJIuLuwJOpeiz8d2Z+hyroPQf49wHOV5IkLXGZzS0T6nER8c5eGyPiFlTBqOP+Dq6pWNs4W5IkaXI0Em8P0gC8P/BAYI/MfFNmfi8zf18/vhG4J7AX8IDM/G/gAVSDEz9/vowzc7aP4+8LXJCZx7ftdzlwHLBfR7p1wKfb0q0HPgU8PCI26+NYkiRJ2th7gOdHxEs7N0TEzYHjqXqRHjTsgk2B/Wkg1jbOliRJ4yipxgBucplQjcTbgzQAHwp8NjPP77YxM8+l6lVwaNvzLwP3GKRAc9iV7uNerAF2jIit29KdmZlXd0m3KdVtcJIkSX1oMCgd9aktzL9S9UJ9S0Q8qbUyIm4CfBu4I3BIZn66x/7qbZSxtnG2JEnSeGgk3h6kAXhn4PJ50lxG1QrdchawddeUg1tFNR5Zp7X148o+063qlnlEHBoRJ0fEydev74xpJUmSlJkJPIVqgrBjImJ1RGwHfBO4K/DczPzoKMs4wXZmdLG2cbYkSRquBDKaXSZQU/H2IA3AFwP/OE+ah1GNT9ayPfMHsv0Kuk+X0vmK9pvuRjLz6My8V2bea9NNtlxgESVJ0jSpxuv1lrR2mXkd1bAAZ1L1TvgusAfVuLBHj7JsE26UsbZxtiRJ0phoIt4epAH488A9IuJjEbFj+4aI2DEiPg7sDnyubdM9gT8spGBdrKV7r4JWj4RL+0y3tss2SZIk9Skz1wIPB66miv8Oz8yek1WoL6OMtY2zJUnS0DU54fIET7oMlI+3Nxkg7WuoJqZ4MvDEiDifavbhHahmnlsOnFqnIyJuSTVJxP8utHAd1lD1euh0F+CczLyyLd1jI2LLjvHJ7gJcD/yxUHkkSdKUS7p3d1wqIuLD8yQ5m2rs1zt1pM3MfGZzJZtKo4y1jbMlSZJGYFjxdt8NwJl5RUTcH3gZ8HTgdkCrd8IZwEeBIzPz2jr9hcD9+82/D8cCz4iIvTLzRICI2BbYB/hER7rXAU8A/qdOtwnwROCbdTdqSZIkze/gBaZLwAbgAYw41jbOliRJw7eUe1pscPAC0w0Ubw/SA7g1BsXrgddHxDbAtsAVmfm3QfLpJiIOqP+8Z/34yIj4K/DXOhA9lmoA5I9FxGFUt6IdTjXm2JFtZTw1Ij4NHBURK6jGy3gu1YQZT1lsOSVJ0hIy4eP1FrDL/ElUSlOxtnG2JEnS2BpKvD1QA3C7OhBddMNvm892PH9v/XgisDozZyPiMcDb6m2bUwWqe2fmuR37PgN4I/AGqskxfgk8IjNPKVheSZKkqZaZZ4+6DEtV4VjbOFuSJI2ZJd/RAhhevD1wA3BE3Ax4PPD3wFaZ+ay29bsAv87MawbNN/t41esBkA+pl7nSXQO8pF4kSZIWrqlb07zlTV00EWsbZ0uSJC1tAzUAR8QzgXdR9QoIqq8uz6o370DVU+BQ4EMFyyhJkjQS2egQEOPf4yEibg5c2THh19D2X2qMtSVJ0pJih4ihxdvLBsjwH4GjgdOBxwLva9+emadRzQy8/6CFlSRJ0li6EHjpIvf/t0JlmWrG2pIkSUvSUOLtQXoAv7zOdK96luI9uqT5FXC/AfLUsPXd5N+HGMOeS+NYpnGVBX9qK1nvJcs1Wy4r9ScLXgsxjtdowTKVPL8s+uFe5o2Ty5cXyWcclLwUb5RvM9mWttg3TxTIY6kw1h5EyTfmOP6/Uf9K1vnYxrSF8tp0RZl8gIseuH2xvB55yA+L5fWcVWXyOnv9NkXyAXjeDk8ultdmR29dJJ8tzrm8SD4AlIz5Sn5/W1bofVMy/p8td4K5rGT8PyKJYwBXhhJvD9IAfC/gU5l5xRxpzgNuMUCekiRJGm8HR8TqBe47Ie3cY8FYW5IkaWlqPN4epAF4U+CqedJsD8wMkKckSdLYSnsmAOxcL2qWsbYkSVpa7CrQsjMNx9uDNACfBdxznjT3AX6/4NJIkiRpbGTmFNxfODHOwlhbkiQtKUu+o8XQ4u1BDvIl4IER8YRuGyPiGcDdgM+XKJgkSdLIZTS3SDdmrC1JkqRGDNID+EjgScAnI+IAYDuAiHg+8EDgccAfgHeXLqQkSZI05Yy1JUnS0uIQEEPTdwNwZl4aEXsBHwXaeya8q378PvDkzJxv7DJJkqSJkJSdyH2jzKWasbYkSZKaMkgPYDLzHGB1RNwNuB9wE+By4MeZ+fMGyidJkiQtCcbakiRpSbFDxNAM1ADckpm/An5VuCySJEnjJTEw1dAZa0uSJKmkBTUAS5IkSZIkSdKCJE6MPEQ9G4Aj4jULzDMz8/UL3FeSJGmMBGlgqgYYa0uSJGlY5uoBfESXde03QUaX9VH/bVAqSZImn0NAqDlHdFlnrC1JkpaMxiZb1kbmagDeu8u6FwOPAj4OnABcBNyiTvtk4CvAUUVLKEmSpLETEVsB2wPLu22vJzRTb8bakiRJ6qlkvN2zATgzT+w46EHAPwL3zcxTOpL/T0S8B/ge8IV+Dy5JkjTOMnEIiA4R8TTg5cDfz5Esca6JORlrS5KkJc8ewF01EW8PEpi/GPh0l4C0OmrmyRHxmTrd/w6QryRJkiZARBwMfBiYAb4PnAusH2WZpoixtiRJ0hLXVLw9SAPwnYCvzpPmAuAJCy+OJEnSmGmqZ8Jk9nh4KXApsGdm/nbUhZkyxtqSJGlp8U67bhqJt5cNkPYK4AHzpNkTuHLhxZEkSdIYuz3wORt/G2GsLUmSpEbi7UEagL8CPDAi3hYR27RviIhtIuLtVEHrcSULKEmSNDrR8DJx1gLXjroQU8pYW5IkLSmRzS4TqpF4e5AhIA4HVlONO/asiDgV+DOwA7A7sC1wBvCKoiWUJEnSuPgysDoiIjMnN6weT8bakiRJaiTe7rsBODP/EhH3Bt4CPBl4UNvmq4H/Bl6RmZeUKpw2yCjUS6hUPuOcl/qSywa5AWBuUbINoGRepX7yK1mm2XJZFa139afkZ1XB1y9mC15YpcbhmpbP9WRSx+ptyuHAD4H3R8S/ZabDERRirD1CJf83l4o9xjXOHsf/g8tKlmlM66pQ2D671WZlMgL+drty/xz32PLsYnl96cpdi+VVyu63OL9YXr+97V2K5LPFeeW+C1IyDi2pVLnG8XNvWhhn99JIvD1ID2Aycy1waEQ8D7gzsB1wOfC7zHQGaEmSpCkSEd/tsvpq4FnAkyPiD8BlXdJkZj6kybJNI2NtSZKkpWVY8fZADcBtR1gPnLaQfSVJkibK0u6ZsHqObVtRDU3QzdKutUUy1pYkSdMvyt55MblWz7GtWLy9oAZgSZKkJSFZ0oFpZha8R1SSJElSu2HF2z0PEhFfjYgnLzTjxe4vSZIkTStjbUmStORlw4tuMFcr8yOA2y8i78XuL0mSNFpZzdfRyDLqc1uAiPhwROw7T5rHRMSHh1WmCWasLUmSpBtpKt6ebwiI3SPioEEylCRJ0tQ6GDgLOHaONHcHng4cMoTyTDpjbUmStHRNYo+I5h1MA/H2fA3A+wP79ZtZm6U7WJ4kSZouTQWm0xvwbgbMjLoQE2J/jLUlSZI0mIHj7bkagJ+xuLIAcGqBPCRJkjQ+ejZdR8RmwIOAi4ZXnIllrC1Jkpa26e0QsVjF4+2eDcCZ+T+DZCRJkjR1MqplCYuIMzpWvTgiujVeLgduRtUj4f2NF2zCGWtLkiQJhhNvzzcEhCRJkpa2ZWzohZBUww90axVfB/wa+A7whuEUTZIkSRMpWfIdLdo0Hm/bACxJkjSHaOjWtEkJdzNz59bfETELvCMz/310JZIkSdI0aCrOnjTDiLdtAJYkSVK/9qaalViSJElSeY3E28tKZyhJkjQ1ssFlAmXmiZl59qjLIUmSpCnQZKzdR7wdESdERPZYvt6WbmVEfDAiLo6IqyLi2xGxW5E66NBUvG0PYEmSpF6cBK6revbhewO3ppqEYiOZ+dGhFkqSJEkazPOAbTvW3Q/4T+BYgIiI+u9dgBcAlwKHA8dHxO6ZeV4TBSsdb9sALEmSpL5FxCHAkcDKXkmo+lzYACxJkqSxlZm/6VwXEc8Grgc+Va/aF9gTeHBmHl+nOQk4E3gZ8MLS5Woi3nYICEmSpLk4DMQNIuIRwAeBC4GXUgWfXwJeCXyrfv5Z4JBRlVGSJElaiIjYAngCcFxmrq1X7wtc0Gr8BcjMy4HjgP0aKEMj8faCGoAj4s4R8diIeNpC9pckSdJE+jfgEuD+mfmOet2pmfmWzHwE8GzgccCfRlXAaWCsLUmSloLIZpcFeBywDfA/bet2BU7rknYNsGNEbL2gI/XWSLw9UANwROweESdTneTngGPatu0VEVdHxD6D5ClJkjS27P3b6R5UPSL+1rbuhngyMz8E/JCqh4IGZKwtSZI0UgcBfwG+1rZuFdW4v51aPYR7DdOwUI3E232PARwRdwROAJYD7wTuCDyyLcn3qE7+AKpu0Cqp1GAdUXAim4J55fIxnGDHuupbzpbLK7Jgq0ipvGbKlSlmy1VWri+T11jWeWkl38/jaLZgvZf6f1Po+tTY2YrqdrSWa9l44oyTcQiIgRlrD6jg/5uS/weTQv9vSv7fWlZw1L+S5Sr5v6uU5QXranZ5wbwK1VXBa33F38pdCz+/audiea2ImSL5zBQcLfP8K7crltey9WVewyz4uRDr1xfLq6hSoeiyMfysovB3uFFqfrLlm9Y/rrccnZlHd0sYEbcCHgq8MzPbL+zWeLsb7VKumDfSSLw9yCRwrwU2Be6Zmb+NiNfSFpRmZtaDIN97kAJIkiSNtSmJrwu5CLhZ2/MLgTt1pNmOqhFT/7+9O4+TrKzvPf75dQ/DKjC44oKg0RhRccEtogzgFfUqmEQTiUoQr0RNMBrFiEsEN7yoEY16lRhERVySQBzcFzYV0KCggooKjIAgyjIgiDAz/bt/nNNQU1PVXdXznFo/79frvLr7nFNP/frU6epvP/2c5/THrC1JklTWNZm5e4/7Pp9qOMzH2tZfRzUKuN38yN9Oo4M3RSN5u59/++wDnJSZP1lgn8uAe/ZTgCRJksbGhWwYQL8J7BMRTwSIiIcAf1nvp/6YtSVJ0vRocqq1pU25diDwg8z8Qdv6C6nmAW73YOCyzLyp72daWCN5u58O4O2BK3pob3k/BUiSJI2spLo0rYllPH0JeEJ9iRzA0cB64PSI+C3wA6obZ7x1SPWNs+0xa0uSJA1cROxO1cnbPvoXYBVwr4jYs2X/bYFn1ttKayRv99MB/BvgjxbZZ1fg8n4KkCRJ0tj4MHAv4BqAzPwx1cjVL9Xrvgo8LTO/OLQKx5dZW5IkTZfRGQF8ILAOOLHDtlXA2cAJEfHciNi3XhdUnbOlNZK3+5kD+FTggIj448y8qH1jRDy6LugD/RQgSZI0qiKrRZXMXAtc3bbuQvHjdAAASU5JREFUHOAZw6loopi1JUmSBiwiNgMOAL6cmVe3b8/MuYh4BvAu4IPAFlQdwntlZvF/zDeVt/sZAXwUVW/4mRHxUur5xyJi1/rrU4DfUR0QSZKkyTDEUQkRcXpEZJflyy37rYiIj0TENRFxc0R8PSIeWuYAaEDM2pIkaarMD7ZoaulFZq7NzLtm5jMX2Oe6zDw4M3fIzK0yc58OcwWPtJ5HAGfmRRHxF8CngPfXqwP4Yf1xDfDnmXlZ6SIlSZKm1MuAbdvWPR74F+o5xyIi6s93AQ6luhPx4cBpEfHwzFxsXtm+RcTOwAuAR1DdhfgG4DzghMy8tPTzTQOztiRJkuaVztv9TAFBZn45InYB/gZ4HHDnuoBzgI9m5nX9FiBJkqTO6jm/NhARLwZuAz5dr9oP2APYOzNPq/c5G7gUeA3w8pI1RcSrgLcBm1F1TM57FvCGiDg8M/+l5HNOC7O2JEmaKk611lETebuvDmCAzFwDvLdeJEmSNCARsSXwHOCUls7A/YAr5zt/ATLzhog4Bdifgh3AEXEA8E6qUcbvA04Hfg3cA9irfq53RsSvMvMzpZ53mpi1JUmSpldTebvvDmBJkqSpMXo3gftz4E7Ax1rW7Qpc0GHfC4EDI2KbzLyp0PO/iiqMPjIzf9my/iLgjIj4GPA94NWAHcCSJEnqbrRy9qhoJG937QCOiCctsVAy88ylPlaSJGlaRMQhwCEtq47NzGMXeMiBwG+AL7Ws2wFY3WHf+RHCK4BSHcAPBj7WFkZvl5mXRsRn6zq1ALO2JEmSOmgkby80Avh0lt4XP7vEx0mSJI2QgIzFd1ti23Vn70IdvnfsHXFP4MnAezNz3QYNdc5sTRT+O6qbkS1kDXBjA889aU7HrC1JkqZUjN6VdqOikby9UAfwm9k4lD4WeCpwMfAt7piDYg/g/lSjUb7bTwGSJEnqyfOBGTac/gGqkb47dNh/Rf3x+oI1fBXYFzi808aICOAp9X5amFlbkiRJ7RrJ2107gDPziLYneFz95P8AfCAz51q2zQCHAu+gCrOSJEnjLxmluckOBH6QmT9oW38hVQhs92DgsoLz/wK8BjgrIj4FvLb10rSI2An4v8D29X5agFlbkiRNvcautBtrjeTtfm4C9xbg65n5r+0b6oD63oj4X1ShdN9+ipAkSVJ3EbE71c3e/rHD5lXACyNiz8w8o95/W+CZwImFS/kk1SVnfwn8RURcBlwN3B3YiWpqgh8CJ1aDE26XmblP4VomjVlbkiRJjeTtfjqAHwNsFEjb/AD4+z7alCRJGl2jMwL4QGAdnTt0VwFnAydExGFUUz4cTjUH8NGF61jZ8vky4H710mq3Do8bjaM42szakiRpupgQO1nZ8nmxvN1PB3BQzT22kD/qoz1JkqSRFgz/5hQRsRlwAPDlzLy6fXtmzkXEM4B3AR8EtqDqEN4rMy8vWUtmzpRsTxswa0uSJE25pvJ2Px3AZ1ENPX5GZn6+fWNE7Af8OfC1UsVJkiRNu8xcC9x1kX2uAw6uF40ns7YkSZoqwx5oMU366QB+PXAm8LmIOKP+fH4Oij2BJwG31PsJyCg4mfVMmX8AZKF2AJgt+P2VPFaF5LJyxypnC7Y1gmOvYm7xfXqVWfA3QKGmYq7gN7iu3LkehX5ucu36Iu0ARMnXr6RSdY3gexUAMwXrmitzrIKCPzfD1OQUECP646KhMWsPS9HsUaaton9HFMyhRdtaX+j3xLpyOSaXb1asrZidLdYWhZqKgplvhx+X+z3/2fvsXqytXe/3qyLt3DZX7vW77If3LNbWTr9aV6Sdopm94PtV5Ojlx5wr2a9Trqmiv7s0FXruAM7M79U3njiOaj6KlVR/usz/NFwEvCgzzytcoyRJkjTRzNqSJGnq2I89MP2MACYzzwIeFBF/CjwS2A64Afh+vU2SJGmyGEw1IGZtSZI0NdIpIAaprw7geXUANYRKkiRJhZm1JUmSVNKSOoAlSZKmQTgyQZIkSWqGOXtgeu4Ajoh/7nHXzMy3LLEeSZIkaeqYtSVJktSUfkYAH7HAtvk++6g/N5RKkqTxl0AWvPvzmIuI44AfZeZ7hl3LBDpigW1mbUmSNHkcAbyRpvJ2Px3Ae3VZvz3waODlwBeAD21iTZIkSRpNfw3Y+dsMs7YkSZIayds9dwBn5hkLbP5cRHwG+C7w6U2uSpIkaVQ4MqHVauBuwy5iEpm1JUnStPFeGx2tpoG8PVOqocz8EfA54HWl2pQkSdJIORF4WkSsGHYh08asLUmSNBUaydvFOoBrlwEPKdymJEnScGQ1MqGpZQwdBZwLnBYRz4iIuw+7oClj1pYkSZpsjeTtfuYA7sVjgVsKtylJkjQ849lR25Q/1B+DajQqER1vkpeZWTpnyqwtSZI06RrJ2z3vGBE7LdDGfYAXA3sAn+21TUmSJI2Vb2KXeCPM2pIkaeqYKjtpJG/3MzJj9SIFBPBz4NWbUpAkSdKoGOOpGhqRmSuHXcMEW41ZW5Ikaao1lbf76QD+OJ1D6RxwPdVdiT+XmbeWKEySJEmaImZtSZI0PRxoMVA9dwBn5kEN1iFJkjR6Ei9N6yIitgYeCGyTmd8cdj3jzqwtSZKkViXz9kwfT7pTRGy7yD53WmD+MkmSJI25iLh3RPwX1ajUc4HTWrbtERE/joiVQypvbJm1JUnS1MmGlzHVRN7uuQMYuBR4xSL7vLzeT5IkaTIYSG8XETsC3wH2Bz4PnE01N+287wB3A/5q8NWNPbO2JEnSlGsqb/fTARyL7yJJkqQJ9iaqwPnkzPxz4GutGzNzLdWdi58whNrGnVlbkiRNF0cAd9JI3u7nJnC9uDtwc+E2x1c/3euLiUJ/E8yW+9siZwp+g4WaytlyNc1tVq6tknWVElnu3XCu1PlJ2bpifaG21hf8m7zgsSrVVskeh1xbrq2YmyvX2Fyhc2H0fpTVtCZvTjGeofTpwKrMPH2BfS4DnjiYcqaOWbsJBbMHpX51Ffx9k5vNFmsrbivXVrHjvr5cXiiZQ4sq9bdEwe/vTheXeyuaPWWrYm1dvtMuRdqZWVekGQDus7pcY5tfc0uZhkqe66PaVsm/u6TBaiRvL9gBHBEHtq16eId1ALPATsALgB/1U4AkSZLGxt2Bny+yz1pg6wHUMvbM2pIkaVoFDQ60GG+N5O3FRgAfzx3jU5Jq/on9O+w3/6+V3wNH9lOAJEmSxsZ1wH0W2eeBwK8HUMskOB6ztiRJku7QSN5erAP4hfXHAI4D/hv4XIf91gPXAmdn5pp+CpAkSRpZ4z1/WBO+DewXEffIzI1CZ0Q8AHgqcMLAKxtPZm1JkjS9zNmdNJK3F+wAzsyPtTzB3wD/nZkf7+cJSoqIvYC3AI8CbgG+ALw6M69u2Wdnut8deYWhWZIkacneSTVC9YyIeAWwFUBEbA08CXgP1Syo7x5WgePErC1JkqQ2jeTtnm8Cl5l79dNwaRHxROCrwFeAvwDuDLwV+EZEPCozb217yFHAqrZ1v2u8UEmSNDGcm2xDmfmdiDgE+BDw+ZZNN9Yf1wEHZ+aFAy9uzJm1JUnSVGnyZstjrKm83XMH8Ah4E/BL4FmZuQ4gIn4KfBd4EfDBtv0vycxzBluiJEnSZMvMj0bEt4CXAY+j6ii8ATgHeH9mXjTM+rRkZm1JkqQR0ETe7toBHBGXUM3G8eTMvLT+usc68/79FtKDxwGfmA+k9RP9T0RcC/wZG4dSSZKkTeMcwB1l5s+BVw67jnFm1pYkSVPPnN1V6bw9s8i2mbavo4dloTY3xXrgtg7rbwUe0mH9URGxLiJuiIhVEfHQhuqSJEmaChHxzxHxpEX2eWJE/POgahpjZm1JkiRtoKm83XUEcGbuvNDXQ3AR1ciE20XEfYEdgbUtq28FPkw1h9lvgQcBrwPOiojHZOZPOjVez69xCMAWy7YtXrwkSRpTjkxodUS9nLnAPk+imk7gzQOoZ2xNU9beIGcv366R4iVJ0hgyZ3dyBA3k7aZGEDThvcBjIuKtEXG3iHgQ8AmqO9/Nze+UmVdl5ksy86TM/GZm/hvVgUng9d0az8xjM3P3zNx9+bKtGv5WJEmSJtYyWrKZxkZjWducLUmSOolsdplgfeftnjuAI+LUiDhwkX2eHxGn9lNArzLzk1R3In4VcDXwY+BXwBeBqxZ57OXAt4BHN1GbJEmaTI0G0skNpY8Crhl2EePGrC1JkqQe9Z23u04B0cFK4PRF9rkvsGc/BfQjM98YEe8A7gf8JjOvjoifUAXOxQST/KeWJElSAzp0OB4UESs77DoL3IcqD36q4bIm0UrM2pIkaZqYHIDB5O1+OoB7sSWwbtG9NkFm3gz8CCAinko179iLFnpMROwEPAE4ucnaJEnShJnskbq9WtnyeQI710u7OeBa4DMUvGOxNmDWliRJmjwrWz5vJG/32wHc8U+giAhgJ+DpwOV9ttmTiHgE8DTg+/WqPYDDgKMz86yW/d5NNbXF2VQ3pvhj4HCqg/T2JmqTJEmTq6n5w6KZZovLzNunDIuIOeCIzPQGb80wa0uSpOngQIvbDSJvL9gBXD9p68txREQcsdBDaC743UYVel8DbA78BHhJZn60bb8LgZcCBwF3opoT41TgyMy8qKHaJEmSpsELgfOGXcSkMGtLkiSpTSN5e7ERwGdyRyh9EnAZsLrDfuuphiB/A/hIqeJaZeaFVCMRFtvvOOC4JmqQJElTxpEJG8jMjw27hglj1pYkSVOrqSvtxllTeXvBDuDMXDn/eT1C4aNe8idJkqSIuDdwL6rRohvJzDMHW9H4MWtLkiSpm5J5u585gHcB1vSxvyRJ0vhzZMIGIuIpwHuobg62kNkBlDNJzNqSJGm6mLM7aiJv99wBnJm/7HVf1aLc7V1ytkxbOTOz+E69KlQTQM6WqWtu2ejVBFS3ShkxcwXPhSx5J6MoV1esL/PbZGbtXJF2oOi3R8yUOfBR8L2q5Kmea8u1FXPryzQ0VzChFHr9iitVV8ljpZEREY8FPk9186/3A4cCZwAXAU8E/gRYhfME982sPRlirkxmKJnZc1nBbDVb8P866wv9bs5yOY31Bdsq+Xu+VF0F/36bueXWYm1t84tyoW/r1YXO94KnQuQIZqKCNcW6Ef0ZLPT3fMnEnnMFWxvBPgaV0VTe7mcE8HwhOwL70H0IcmbmW/ptV5IkadRENjg32Qj+PdiD1wF/AB6dmVdGxKHAaZn55qj+m3QE8Crg9UOscayZtSVJ0rRwDuCOGsnbfXUAR8SRwGvbHhfc8SfM/OeGUkmSpMnzeGBVZl7Zsm4Gql5J4E0R8XTgSODZQ6hvrJm1JUmSpl4jebvnQeMR8TzgjcA36ycI4GPAXwP/RnWRxKeBvXttU5IkaaRlg8t42g64rOXr24Ct2/b5NvCkgVU0IczakiRp6jSZtc3bG+hnBPBLgSuAp2bmunrOyNWZ+Wng0xFxMvAF4FP9FCBJkqSx8RtgRdvX92/bZzNgy4FVNDnM2pIkSWokb/czbfRDgS9m5rqWdbffBSAzvwJ8BTisnwIkSZJGmiMSWv2MDQPoOcD/iogHAkTEPYC/AH4+hNrGnVlbkiRNj6ZH/5q3N9BPB/BmwLUtX99CNSy51QXAbv0UIEmSNLLyjhvBlV7G1JeBPSNih/rr91KNPjgvIv4H+ClwV+CY4ZQ31szakiRJaiRv99MBfBWwY8vXlwEPa9vnXsA6JEmSNIk+TDXf2FqAzPw28BzgUuAhVHnxpZn58aFVOL7M2pIkaWrEAJYx1Uje7mcO4POoLk2bdypwSES8ADgJWEk1BPnb/RQgSZI00sZ3tG5xmXkj8J22dScDJw+nooli1pYkSZpyTeXtfkYAfx7YNSJ2qb9+B3ADcDxwI7CKqoP9DZtSkCRJkjSFzNqSJGm6OAfwwPQ8Ajgzj6cKoPNfXx4RjwZeRTU58Wrgg5n5o7IlSpIkDUej8/WOYSiNiNOBrwOnAd9pu2GZNoFZW5IkSU3l7X6mgNhIZl4K/H2JQiRJkjTynkA1J1kCN0fEN6mmKjg1M88bamUTyKwtSZIm2RjfGLlJjeTtTeoAliRJmmhePtZuBbAn8GRgb+CpwNOAjIjrgdOBb1AF1IuGVaQkSZI0phrJ2107gCNip6VWmpmXLfWxkiRJGk2ZeRPwhXohIu4C7EMVTvcG/qxeEgcaLMisLUmSpp4DLTbSVN5eaMfVLO2lMPBLkqTJYTDtKjOviYgvArcAtwJ/CdxtuFWNjdWYtSVJkrSAUnl7ofD4cfyTR5IkSS0iYjnV3GT71MujgFngNuBs4F+pLkvTwszakiRpupmEOmoib3ftAM7Mg5ZaqCRJ0iSIelElIr4G/CmwBTAHfA94J9WNKb6dmX8YYnljxawtSZKkdk3lbS8fkyRJ6sabwLXbh+qIfA3458z87pDrkSRJ0jhKCHN2J43k7ZkSjUiSJGkqnAD8CngKcHZEXBERx0fECyLi3kOuTZIkSeMkG17GUyN52xHAXWQUuOCzRBvzZgr11c+Wqylny/3/IAvVVbSmZeWO1VzBtkq9ic2sL/duGHPFmiJnytVV7LhHufNq5rZiTZX7d2nB96rMgudVsZaAuUIn6VzBFFGyrZkRnKRgFGtaoqZGJozjEcrMAwEi4oHAk6nuRPy/gQOBjIifU81Hdmpm/tfQCpX6UTDHUCrHlMxWs7Pl2tq83J+PUep387p1ZdoBWL++XFszo/endqwrebKXVLCudaP3d3Oxv+UBCmXtoufCuoI/NyX7UEZRySGYk36splhTedsRwJIkSepLZv4sMz+Ymc+mugvxo4A3ANsDLwE+M8TyJEmSNAYim116riPi6RFxZkTcFBE3RsS5EbF3y/YVEfGRiLgmIm6OiK9HxEObOCbzSuft0fu3pCRJ0qho8vKx8b0s7XYRsRvVPGVPBp4IbF1vmoDvTpIkSZMuIv4WeH+9vIVqsOzDga3q7QGsAnYBDgWuBw4HTouIh2fmFQ3XVyRv2wEsSZKknkTE/akC6D7AXsCduWM2ix9T3Z34G8Dpw6hPkiRJY2TIQwYiYmfgGOCwzDymZdNXWj7fD9gD2DszT6sfdzZwKfAa4OWFa2okb9sBLEmS1M1430CiCT+nOiIBrKYaDTE/B9nVQ6xLkiRJ6tfBVBORf2iBffYDrpzv/AXIzBsi4hRgfwp3ANNQ3rYDWJIkSb36DPB1qgB66bCLkSRJ0vhq6mbLfdgD+Cnw3Ih4I3Bfqk7X92TmB+p9dgUu6PDYC4EDI2KbzLypYE2N5O2uHcAR8aSlNpqZZy71sZIkSaMiGIlgOjIy84Bh1zApzNqSJEmNu0tEnNvy9bGZeWzL1/esl3cCrwMuBp4DvD8ilmXme4EdqDqF211Xf1wBFOsAbipvLzQC+HSWftHj7BIfJ0mSJE2D0zFrS5KkaTWYqdauyczdF9g+A9wJOCgzT6rXnVrPDXx4RLyPakxIp0qjw7qRtVAH8Jtx1jtJkjTNnANYzTFrS5IkDde1wAOAr7Wt/yrwVGBHqpG+O3R47Ir64/WNVVdQ1w7gzDxigHVIkiSpi4h4OvBa4JFUN6r4GfCazDy13r6C6tK1ZwFbAmcDr8zMHw2lYC3KrC1Jkqbe8P8VfiHwuA7r50f3ztX7PKXDPg8GLis8/29jZoZdgCRJ0qianwO4iaXnGiL+Fvgc8D3gz6jmJfsPYKt6e1DdHfipwKHAXwCbAadFxL0LHg5JkiRpkpxcf9y3bf2+wBWZ+WuqnH2viNhzfmNEbAs8s942FhaaAkKSJGm6NTkFRA/t1vOPHQMclpnHtGz6Ssvn+1HdwXjvzDytftzZwKXAa4CXlyhXkiRJKmVEbrb8ReA04MMRcRfgEuDZVCN+X1jvs4rq6roTIuIwqikfDqf6Fo4eeMVL1LUDOCJOXWKbmZn7LPGxkiRJusPBVJeefWiBffYDrpzv/AXIzBsi4hRgf+wAHklmbUmSpOHKzIyIZwFHAUdSzev7U+B5mXlivc9cRDwDeBfwQWALqg7hvTLz8qEUvgQLjQBeucQ2h99/L0mSVEKf0zU0YA+qEPrciHgjcF9gNfCezPxAvc+uwAUdHnshcGBEbDMuc5NNmZVLfJxZW5IkTYYRSDWZeSPwd/XSbZ/rqAZmHDyoukpb6CZwzg8sSZLUoIg4BDikZdWxmXlsy9f3rJd3Aq8DLqaaA/j9EbEsM99LdVfi1R2av67+uAJYUgdwROy0lMcBZOZlS33sNDBrS5IkaVB52zmAJUmSFtLgyIS6s/fYBXaZAe4EHJSZJ9XrTq3nBj48It5HNf9Ypyqjw7p+re7S9mISc6YkSZIWEDkCQ4CHbzUDyNsGc0mSpNF1LfAA4Gtt678KPBXYkWqk7w4dHrui/nj9Jjz/xxmJi/MkSZKkiTSQvN1XB3BEzFDNifE84E+ArTNzWb3tEcCLgWMy82elC5UkSRq4ZNjdnxcCj+uwfn5071y9z1M67PNg4LJNmf83Mw9a6mPVP7O2JEmaGsPP2SNhUHm757nHImI51eiTY4D7A79jw0sLL6WaDPl5BeuTJEmaZifXH/dtW78vcEVm/hpYBdwrIvac3xgR2wLPrLdpDJi1JUmS1JR+RgAfBuwFHAG8Ffhn4I3zGzNzTUScSfUHyZsK1ji+osTUe5Us1FbOFKyp4K1LStWVy8p9f3MF25pZV+7fWstuWlumoYLn59zykidDwaYKnVfrNy/3/UXBn0EKzZdU8ueGudliTc2UnA9qbZnXMObWF2kHKPb6AdUY0FFT8lwfogBiuCMTvgicBnw4Iu4CXAI8m2rE7wvrfVYBZwMnRMRhVFM+HE5V/tEDr1hLNT1Zu2AGKWP0hh/FXLk39pwpl2NyecEZBNeXOe5F549cX/D3fMHjzuwI3jOy5N+6swXfE0oe91IKnqOxttA5um5EM+0Imvjzc8iGnLOnSj+/wZ8HfDsz3wwQ0fFlupRqtIkkSZI2UWZmRDwLOAo4kmpe358Cz8vME+t95iLiGcC7gA8CW1B1CO+VmZc3UVdEPJqqI/JewOZdSn9RE889wczakiRJAsrn7X46gHcBvrDIPt1uQiJJkjR+mpybrMd2M/NGqnlh/26Bfa6jmh7g4BKldRMRARwPPJ9qhHGy4TQF2bLeDuD+mLUlSdJ0cQTwRprK2/2MP78F2H6RfXYC1vTRpiRJ0ujK6vLiRpZhf29L8/fAC4BPALtThc9jgD8FXkc1b+2ngfsNqb5xZtaWJElSI3m7nxHA5wNPiYjlmXlb+8aI2I5qaPJZ/RQgSZKksfE3wEXzdyuuBiiwJjPPAc6JiK8A51DdzOyjwypyTJ2PWVuSJE0R5wDuqJG83c8I4H8D7gN8sr6z9O0iYnuq4ckrgA/10aYkSdJoy4aW8fTHwKlt624fUJCZ5wGfB142yKImhFlbkiRJjeTtnkcAZ+anIuLJVHec3o/qDtNExLnArlQTEn8gM7/YTwGSJEkaGwHc0PL1zWw8J+3PgacMrKIJYdaWJElTZ3wHRTSpkbzdzwhg6rvLHQz8GLhrXdQjgV8AL8rMQ/tpT5IkaZRFNreMqV9R3Yl43iXAo9r2eQBVUFWfzNqSJElTr5G83c8cwABk5vHA8RGxJdVlaDdkpiFfkiRp8n2XDQPol4DDIuKNwEnASmB/qsvStARmbUmSNBXGe1BEkxrJ232NAG6Vmbdk5pUGUkmSNNGcA7jVfwGzEbFL/fXRwC+BI4EfAv8KrAFeO5TqJohZW5IkTbymcrZ5eyM9jwCOiEcB/xv4cGZe3WH7PYBDgFWZeX4/RUiSJGn0ZeZ/A//d8vV1EfEI4MXA/YHVwMcz86ph1DfOzNqSJElqKm/3MwXEq4A9gLd02X418CLgj4AD+ylCkiRpFDU6X+/4jkrYQGbeALxr2HVMALO2JEmaGoFTQPSqRN7uZwqIxwOnZWbHl6defyrwhE0pSJIkSaMpIo6LiP0W2ecZEXHcoGqaIGZtSZKkKddU3u6nA/gewBWL7HMlsGM/BUiSJI0s5yRrdxDw8EX22Q34m8YrmTxmbUmSNF0ym13G00E0kLf7mQLi98BdF9nnrsCt/RQgSZI0yrw0rW+bA+uHXcQYMmtLkiSpF33n7X5GAJ8P7B8R23TaGBHbAvvX+0mSJGkyde0Sj4jNgScBvx5cORPjfMzakiRpiszfb6OpZYwVz9v9jAA+FvgU8LWI+NvM/GHLk+8GfBi4S72fJEnS+Bvv6RqKiIhL2la9MiJe2GHXWaoRqpsDH2q8sMlj1pYkSZpCg8jbPXcAZ+ZnIuJpVHcdPi8irgZ+BdwLuDvVDfw+lpmf6qcASZIkjbQZ7ugGT+qbNnfYby3wI+AbwFsHU9rkMGtLkqSp4kCLVo3n7X5GAJOZB0XEWcChwK5UN6sAuAB4X2Z+pJ/2JEmSRlkw9pePbbLM3Hn+84iYA96TmW8eXkWTy6wtSZI0fQaRt/vqAK6LOhY4NiK2ArYH1mTm70sWNSkyOnXWL1E/szUvpGBNOTN6bZWsKeaKNcXsH8rdC+e27ZYXaee6P9msSDsAt21frCm2uaxcWysuKvPWlMsKnusF25pZV6adkj83FH1fKPXGBzFbqK65gsdq/ZT3Kmpc7QWsHnYRk8ysPQTlft1Aqfw4U+53RBS8C3rJ381s0fefoh3FXMHQXtIo1jVb7vUr+rduSaWOe8GXr+g5uq7Q35XrCv0hUdpm5f5GLfZ+NTtbph11VLLfZYI0kreX/Fu3DqKGUUmSNLkyq6WptsdMZp7R+nV9Y7LtgBsy88bhVDWZzNqSJEnTp6m8veR/iUTE30TEqUt9vCRJksZPRMxGxGsj4hfA9VQjFK6PiF/U68sM65tyZm1JkjTxsuFlTDWRtzcloO8M7LkJj5ckSRpt2dwcwCN68eyCImI58GWqDJjA5cBVwI5U2fBtwFMj4imZeduw6pwQO2PWliRJmipN5e2SM15JkiRpsv0jsBL4AvAnmblzZj6+vnHFHwOnAE+s95MkSZK6imx2GVON5G07gCVJkhbiJWmt/hq4AHhWZv68dUNmXgz8OXAh8Lwh1CZJkiSNu0by9oIdwBFxYEQ8rM9CJUmSJkLMNbeMqT8CvpSZHb+Dev2XgPsPtKoxZdaWJElTK7njhstNLeOpkby92BzAxwNHAD/ssO30fp5IkiRJY+82YJtF9tkaWDuAWibB8Zi1JUmSdIdG8vaSp4DIzDMy88ilPl6SJGkseGfiVj8Enh0Rd+20MSLuAjwb+MFAq5pAZm1JkjTpnAO4o0bytnMAS5Ikqau2aQreD9wV+G5EvCgi7hcRW0bELhHxQuA79fb3D6teSZIkaZwMIm8vNgWEJEnS1Brz0QOlHE89TUFmfjYiHg68Fji2w74BHJ2Znx1YdZIkSRpP5ux5x9Nw3u6lA3j7iNipn0Yz87J+9pckSdJ4yMzXRcQq4EXAI4DtgBuA84DjMvPsYdY3hszakiRJul0TebuXDuB/qJee6+yxXUmSpNE3vncQbkxmngOcM+w6JoRZW5IkTZ3AK+0WUjpv9xIebwTWlHpCSZIkSbcza0uSJKlRvXQAvycz39x4JZIkSaPGOYDnOU1Bc8zakiRp+mR6pd2GGs3bXj4mSZKkxThNgSRJktScRvO2wVySJKmbxLsTV5ymQJIkSUV5pd0GGs3bdgBLkiR10ejNKcYr8DpNgSRJksoarzzctEbz9kxTDUuSJEmSJEmShmvBEcCZaQfxqIgYdgUbK1lTqTOt4ATiJUd8rd98tlhbVz92syLtvPqAk4q0A3DwtlcXa+s5lzy5WFtXHXP/Iu1s+dvbirQDMLd8BN9WC/7clPytEbMF32NG8T20pJI3Tyh1rOYm5N/53pxCDTJrj4iivyMKvV/MlWkGKBpqix6p2TL5eG6r5UXaAZi5peB3uHZdubZK/R5aX+7EipK/52dGMKeV/P7Wry/X1m1ry7VVyvIyf58C5GblLlLP5YXaKvn3zfqC59VcyV8Uw+MUEINj6JQkSZIkSZKkCeUcwJIkSQtoamTCCI53kiRJkgYjmZyrBseAHcCSJEnqymkKJEmSpOYMIm+PVaCPiL0i4lsRcUtEXBcRn4iIu3fYb0VEfCQiromImyPi6xHx0GHULEmSxlg2uEgjxqwtSZIGqsmsbd7ewNh0AEfEE4GvAmuAvwD+AXgS8I2I2LxlvwBWAU8FDq333Qw4LSLuPeCyJUmSpJFn1pYkSZpc4zQFxJuAXwLPysx1ABHxU+C7wIuAD9b77QfsAeydmafV+50NXAq8Bnj5gOuWJEljKtK7E2tqmLUlSdJAmbMHZ2xGAAOPA742H0gBMvN/gGuBP2vZbz/gyvlAWu93A3AKsP+AapUkSZLGiVlbkiRpQo1TB/B64LYO628FHtLy9a7ABR32uxDYKSK2aaA2SZI0iTKruxM3sTjiQaPFrC1JkgYrs9lFtxunDuCLqEYm3C4i7gvsCOzQsnoH4PoOj7+u/riiU+MRcUhEnBsR5962/vcFypUkSZLGRmNZe4Ocvc6cLUmSNGjj1AH8XuAxEfHWiLhbRDwI+AQwVy/zgs5jamKhxjPz2MzcPTN3Xz67VbGiJUnSmPOuxJoOjWXtDXL2MnO2JEmqzN9vo6lFdxibDuDM/CTwVuBVwNXAj4FfAV8ErmrZ9To2HKUwb340QqcRC5IkSRsxkGpamLUlSZIm19h0AANk5huBuwAPA3bMzAOABwDfatntQqq5ydo9GLgsM29qvFBJkiRpzJi1JUnSwDR1lZ1X3HU0Vh3AAJl5c2b+KDOvjoinAg8CPtSyyyrgXhGx5/yKiNgWeGa9TZIkqTeJN6XQVDFrS5IkTZ5lwy6gVxHxCOBpwPfrVXsAhwFHZ+ZZLbuuAs4GToiIw6guQzucal6yowdXsSRJkjQezNqSJGmQAggHRQzM2HQAA7cBTwdeA2wO/AR4SWZ+tHWnzJyLiGcA7wI+CGxBFVL3yszLB1uyJEkad43N12ve1Wgxa0uSJE2osekAzswLqUYi9LLvdcDB9SJJkiRpAWZtSZI0cHPDLmB6jE0HsCRJ0sB5AwlJkiRJY84OYEmSJEmSJEkD5RzAg2MHcINKnshZqK2cKdJMcRkx7BLGxrqtypwLB297dZF2Sjthly8Va+ux93p5kXa2/G2RZorLmUI/NyV/6Y7qz/Ko1qWRF2SDwdTAKy1Zyff1kj/jhbJ2rC/4d8T6Yk3BbMG2Cr2GOVuuqLktizVFzJY7R+O2Qi/iXMFrrUu2tXYEfx/OFfzBWT+C17gvK/dzk5svL9fWlpsVa6uYgu/HRX9u7DhVn+wAliRJkiRJkjQ4TrU2UHYAS5IkdTOHN6eQJEmSNNbsAJYkSVpAU1NAhCMeJEmSNLXSqSwGaERnhJUkSZIkSZIkbSpHAEuSJHXj3GSSJElSI7wibnDsAJYkSZIkSZI0WE4BMTBOASFJktRVPTdZE4skSZKkoYmIlRGRHZY1bfutiIiPRMQ1EXFzRHw9Ih46pLKXxBHAkiRJkiRJkgYnIeaGXcTtXg78T8vX6+Y/iYgAVgG7AIcC1wOHA6dFxMMz84pBFrpUdgBLkiR1EencZJIkSdKE+0lmntNl237AHsDemXkaQEScDVwKvIaq83jkOQWEJEmSJEmSpMFqaqq1slOu7QdcOd/5W5WdNwCnAPuXepKm2QEsSZLUzZAD6TTNSyZJkiQNyScjYn1EXBsRJ0bETi3bdgUu6PCYC4GdImKbwZS4aZwCQpIkafRN/LxkkiRJmjLNT7V2l4g4t+XrYzPz2JavbwDeDZwB3Ag8AngdcHZEPCIzfwPsAKzu0PZ19ccVwE2lCy/NDmBJkqQuosmbU/QXeCd+XjJJkiSpsGsyc/duGzPzPOC8llVnRMSZwHepMvQbgKBzco+ShTbNKSAkSZIWMtpzksGEzEsmSZKk6RKZjS5LkZnfB34GPLpedR3VKOB2K+qP1y/piQbMDmBJkqTRN/HzkkmSJEkjonXU74VUebvdg4HLMnPkp38AO4AlSZK6ywYXICIOiYhzW5ZD2iqYn5fs/wB7A28Bnkw1L9nd6n12oPPIg9Z5ySRJkqTR0uQNl5c4AjgidgceCHynXrUKuFdE7Nmyz7bAM+ttY8E5gCVJkoakvgnFsQtsn5p5ySRJkqRBiohPUt034/vAGqqbwB0O/Ar413q3VcDZwAkRcRh33HA5gKMHXPKS2QEsSZLUzSbMH9ZD40t7VOb3I2Li5iWTJEnSFEmgqZst9+4C4ADgUGAr4NfAScCbMvMagMyci4hnAO8CPghsQdUhvFdmXj6UqpfADuAmNfYH49KVvJN5zpZrq5QoeMhzptzAqc1uvK1YW9tftFmRdv73z55WpB2Ad+x8UrG2jrh8v2JtbXF9oROi4M9yyfMql5VpK9YVaaYygu97I2vSj1U4+LRh7fOSPaXDPmM1L5k0EQq992XBt9CS/8TK9cWaIko1NlNuVsOcLfgHzhYF61pW5o+4WFcu9MVtBU8GCra1vlBbcwVz2mzBmTdnypyjuc0WRdoBmNtiebG2SopC50KpdgBYP+H5fwxl5lHAUT3sdx1wcL2MJecAliRJ6qrJecmWVtGkzksmSZKk6RFUV9o1uegOjgCWJEkaUdM0L5kkSZKkZtgBLEmS1M3w5yabmnnJJEmSNGUcpTswdgBLkiSNqGmal0ySJElSM+wAliRJ6iKy7A2UJEmSJNXM2QNjB7AkSVI38zdskyRJkqQxZQewJEmSJEmSpMEZ/r02poodwJIkSQtpagSwA4slSZIkDYAdwJIkSZIkSZIGynttDI4dwJIkSd14aZokSZKkMWcHsCRJkiRJkqTBcgTwwNgBLEmS1E1mY5emhZMAS5IkSRoAO4AlSZIkSZIkDVA6AniA7ACWJEnqJg2mkiRJksabHcCSJEmSJEmSBidxoMUA2QEsSZK0kKaCqXlXkiRJ02xu2AVMDzuAJUmSunEKCEmSJEljzg5gSZIkSZIkSQMVDrQYGDuAuyhxEmbBEznWl2krS77iJb+/Qm0lUaQdgLnlJduaLdbWip/8vkg7133kvkXaAXjBnf+xWFtbX13uGpDtL7mpSDvrtl5epB2AXFbuvMr1ZdqKktehl/wFXuh9D3AEp5Yu8dI0qbQS78lR7vdp0bZK/b6ZKdMMQM6V+/6K/qG+vkwzOVfuTTpmR/O8ys0K/S2xrNyJlcsLHveSma/U+VDyXB/Bc6HYOQVFc1KU/HleV6itkudnwff2or+7NBXsAJYkSZIkSZI0WA7UGRg7gCVJkrqI9NI0SZIkSePNDmBJkiRJkiRJg5PAnAMtBsUOYEmSpK6yuUvTHFksSZIkaQDsAJYkSZIkSZI0QA0OtNBG7ACWJEnqZi69NE2SJEnSWLMDWJIkSZIkSdJgOQJ4YOwAliRJWojBVJIkSdIYswNYkiSpm3RuMkmSJKkR5uyBmRl2AZIkSZIkSZKkZjgCWJIkaSFNjUxwwIMkSZKmVeLNlgfIEcCSJEmSJEmSNKEcASxJktTNXDY4MsERD5IkSZpWCTk37CKmhiOAJUmSJEmSJGlCOQJYkiSpK0cmSJIkSY1o6l4b2ogjgCVJkiRJkiRpQjkCWJIkqZtMRyZIkiRJpSUN3mtD7RwBLEmSJEmSJEkTyhHATSo5YmhdofkHNytXU2QUa6vU9IpR8I7qUXDKx7XblvtRW3ZTmeN+p9W3FGkHYNuLyx33mdvWF2tr3dabFWln7Z1mi7QDMFPu2yNGcFRirC/5M1jwh7DUsfI/1NOnyZEJnk6aVqP2+yvKZdqibZUyU+5451y576/U7/mieajk3zcFz4UoNWyr5Pk5U24sWZYclla0sUIKHvdS51XJzF6srwKI9QX/WCr5PZZS8lyYLfc36lCNWiaYYCP47ihJkiRJkiRJKsERwJIkSd00OgewIx4kSZI0xRwBPDB2AEuSJHXlTeAkSZIkjTc7gCVJkiRJkiQNkAMtBskOYEmSpG4Sg6kkSZJUWgIlb/ytBXkTOEmSJEmSJEmaUI4AliRJ6iazuZEJDiyWJEnSNPNKu4FxBLAkSZIkSZIkTShHAEuSJHWTTd6cwhEPkiRJmmKOAB4YRwBLkiRJkiRJ0oRyBLAkSVJXTY4AliRJkqZVwpw5e1AcASxJkiRJkiRJE8oRwJIkSd0kzY1McMCDJEmSplVC5tywq5gadgBLkiR1kZkGU0mSJEljzQ5gSZIkSZIkSYPlHMADYwewJElSN9nkzSkMvJIkSZKaZwewJEmSJEmSpMFKB0QMih3AkiRJ3WQaTCVJkiSNNTuAm1TwnjGxfn2ZdtbNFmkHgJko1lTMjt4f1zO3lnsB5zafKdbWuq3LvIaRBc+FguYKljW3WZnjPrO23LlQ8ryK9YV+bgp2bkXBS+VjXcFjVaqtUe0ILFlXFHpvL/g7QpI2Mqrvx6XeQ0u1U1rBnJaUyWlR8lwomYlK1jWK9yIteI7mqJ7vxRQ8r0q1M1fwpCraVrmmipkteK7PFnwTXVauj2FoMsueP1qQHcCSJEndNBlMR7T/SpIkSdJksQNYkiRJkiRJ0mCN6hU9E8gOYEmSpG4Sg6kkSZKksTZWk4ZExBMi4qsR8ZuIuDEivh8RB7ds3zkissuy/RBLlyRJkkaaWVuSJA1Szs01uugOYzMCOCIeBnwdOAd4MfB74NnAv0fE5pn5/1p2PwpY1dbE7wZSqCRJmhzZXHhMJwHWCDFrS5IkTa6x6QAGnkt139lnZuZN9bqvRcRuwIFAayi9JDPPGXSBkiRpAjU1BYT9vxotZm1JkjRA6VRrAzROU0AsB9YCt7StX8N4fR+SJEnSqDFrS5IkTahxCnPH1x/fFxH3jIjtI+LFwD7Ae9r2PSoi1kXEDRGxKiIeOtBKJUnSZJjL5hZptBxffzRrS5Kk5iXNZm3z9gbGZgqIzLwgIlYCJwMvq1evBV6SmZ+uv74V+DDwVeC3wIOA1wFnRcRjMvMn3dqPiEOAQwC2WLZtE9+CJEmSNJKazNob5Ozl2zX1LUiSJKmLsekAjogHAP8FXAi8hOrytP2BD0XEHzLzk5l5Vb1t3jcj4sv1Y14PPL9b+5l5LHAswHZb7ui/CSRJEtXcZE3dQdi4odHRZNbeIGdvfU9PfEmSVGksZ6vd2HQAA2+nGoXwjMxcW6/7RkTcGXhvRHwqc+MzJzMvj4hvAY8eYK2SJEnSODFrS5IkTahxmgP4ocAPWgLpvO8CdwbutsBjA4fZSJKkPmUmOdfMYjLRiDFrS5KkgUloLGffnrd1u3HqAP418PCIWN62/rHAH4DrOj0oInYCngB8p9nyJEmSmhURX46IjIi3tq1fEREfiYhrIuLmiPi6N+ZSn8zakiRp6k1q3h6nKSDeD/wHcEpEfJBqXrL9gAOA92TmbRHxbqpO7bOpbkzxx8DhwBzVZW2SJEm9yybnAO5PRBwA7NZhfQCrgF2AQ4HrqfLPaRHx8My8YqCFalyZtSVJ0uCMUM6eN8l5e2w6gDPzPyPi6cA/AR8BtgAuBv6O6m7EUN2A4qXAQcCdgGuAU4EjM/OiQdcsSZJUQkRsD7wHeCVwYtvm/YA9gL0z87R6/7OBS4HXAC8fXKUaV2ZtSZI0aKM0TcOk5+2x6QAGyMwvAV9aYPtxwHGDq0iSJE20HJn5w44GLszMT0VEp0B65XwYBcjMGyLiFGB/xiCQajSYtSVJ0hSb6Lw9Vh3AkiRJA5VJdXV7I433tFdE7AEcSIfL0Wq7Ahd0WH8hcGBEbJOZNy2pREmSJKkpIzIFxDTkbTuAJUmSOlt7Fb/kxry+kcbXsXbRfSJiM6rL79+1wCX2OwCrO6yfv2nXCmCkA6kkSZI0DNOSt+0A7uDGP/z6mi//5KhfLrLbXajmPdNgedwHz2M+HB734fC4D16vx/y+TRfSwSfWcO35a7i2qfavjYhDgENa1h2bmce2fP1PwJbA2xZoJ+g8nDg2vUSprBt/f9U1X/3+m83Zo8njPhwe98HzmA+Hx304ejnuw8jZ/I7rv/L1/M+7NPw0W0TEuS1ft2dtmJK8bQdwB5l518X2iYhzM3P3QdSjO3jcB89jPhwe9+HwuA/eKB/zzLwN+F7DT3NsvWwkInYCXg/8H2DziNi8ZfPm9Y0qfkc18mCHDk2sqD82M4RZWgJz9ujyuA+Hx33wPObD4XEfjlE+7pn51GHXME15e2bYBUiSJKmj+wFbACdQhcr5BeDV9ecPpZp7bNcOj38wcNmoz0cmSZIkDcnU5G1HAEuSJI2m84G9Oqw/jSqk/jvwC2AV8MKI2DMzzwCIiG2BZwLtdzCWJEmSVDmfKcnbdgAvXcfLNdU4j/vgecyHw+M+HB73wfOYd5GZa4DT29dHBMAvM/P0+utVwNnACRFxGNVIhcOp5iQ7ejDVSkX5vjAcHvfh8LgPnsd8ODzuw+FxX8A05e3I7DSHsSRJkkZRRCTwtsx8Q8u6HYB3Ac+iuoztbOAfM/MHQylSkiRJGlOTmLftAJYkSZIkSZKkCeVN4HoUEV+OiIyIt7atXxERH4mIayLi5oj4ekQ8dFh1TpJOxzwidq7XdVq2H2K5YykiVnY5lmva9vM8L6iX4+653pyIeHpEnBkRN0XEjRFxbkTs3bLd872whY6557okc/ZwmLWbZ9YePHP2cJmzh8OsrV44B3APIuIAYLcO64NqIuhdgEO5Yw6Q0yLi4Zl5xUALnSDdjnmLo6iOfavfNVfRxHs58D8tX6+b/8TzvFFdj3sLz/WCIuJvgffXy1uo/hH6cGCrervne2GLHfMWnuvSFDJnD4dZe+DM2oNnzh4wc/ZwmLXVKzuAF1H/R+Q9wCvZ+M5++wF7AHtn5mn1/mcDlwKvofqloz4tcsznXZKZ5wysqMn3kwWOp+d5cxY67vM81wuJiJ2BY4DDMvOYlk1fafnc872gHo/5PM91acqYs4fDrD0UZu3BM2cPkDl7OMza6odTQCzuaODCzPxUh237AVfOv3kBZOYNwCnA/gOqbxItdMw1eJ7nmhQHA3PAhxbYx/O9rF6OuaTpZc4eDrP2aPFc1yQwZw+HWVs9swN4ARGxB3Ag8LIuu+wKXNBh/YXAThGxTVO1Taoejvm8oyJiXUTcEBGrnDdok30yItZHxLURcWJE7NSyzfO8OQsd93me6+XsAfwUeG5EXFwf119ExN+17OP5XlYvx3ye57o0RczZw2HWHhqz9uCZswfLnD0cZm31zCkguoiIzYAPA+/KzIu67LYDsLrD+uvqjyuAm8pXN5l6POa31vt8Ffgt8CDgdcBZEfGYzPzJQIqdHDcA7wbOAG4EHkF1PM+OiEdk5m/wPG9CL8fdc728e9bLO6mO5cXAc4D3R8SyzHwvnu+l9XLMPdelKWPOHg6z9lCYtQfPnD0c5uzhMGurZ3YAd/dPwJbA2xbYJ4Dssl79W/SYZ+ZVwEtaVn0zIr5M9V/D1wPPb7TCCZOZ5wHntaw6IyLOBL5LNQfTG/A8L66X4+653ogZ4E7AQZl5Ur3u1HrurMMj4n14vpe26DH3XJemkjl7OMzaA2bWHjxz9tCYs4fDrK2eOQVEB/XlIa8H3ghsHhHb1zdLoOXrWar/VO3QoYkV9cfrGy92QvRxzDeSmZcD3wIePZBiJ1xmfh/4GXccT8/zAehw3Dvt47m+aa6tP36tbf1XgbsDO+L5Xlovx3wjnuvS5DJnD4dZe3SYtQfPnD0Q5uzhMGurZ3YAd3Y/YAvgBKo3ofkF4NX15w+l+o/Jrh0e/2Dgssz08oXe9XrMu+n230QtTevx9DwfnF7OY8/1pbuwy/r5UQdzeL6X1ssx78ZzXZpM5uzhMGuPFrP24Jmzm2XOHg6ztnpmB3Bn5wN7dVigCk17Ab8AVgH3iog95x8YEdsCz6y3qXfn09sx30g9ouEJwHcar3IKRMTuwAO543h6ng9Ah+PeaR/P9U1zcv1x37b1+wJXZOav8XwvrZdjvhHPdWminY85exjOx6w9Eszag2fOHghz9nCYtdWzyLTDv1cRkcDbMvMN9dczVMPm7wMcRvWf88OBhwG71cPqtQk6HPN3U/3j4myqCcz/mOqYbwc8doEbWqiDiPgkcCnwfWAN1U0SDgd+DzwyM6/xPC+vx+PuuV5YRATwDWA3qstgLwGeDbwYeGFmHu/5XlaPx9xzXZI5e0jM2s0yaw+eOXs4zNnDYdZWP7wJ3CbIzLmIeAbwLuCDVJdVnQ3s5ZtXYy4EXgocRDXZ+TXAqcCRvnEtyQXAAcChwFbAr4GTgDdl5jXged6QRY87nuvFZWZGxLOAo4AjqeYb+ynwvMw8sd7H872gXo45nuuSOvD9eGh8Ty7LrD145uwhMGcPh1lb/XAEsCRJkiRJkiRNKOcAliRJkiRJkqQJZQewJEmSJEmSJE0oO4AlSZIkSZIkaULZASxJkiRJkiRJE8oOYEmSJEmSJEmaUHYAS5IkSZIkSdKEsgNYalBEZESc3rbuiHr9yh7bOL7ef+fyFZYVEQfVtR405Do2Ou6F219dP8f88rg+Hnt6RGRTtWlhEfHsttfu9GHXJEmS+mfOHlod5mx1ZM6WRpsdwBo7bb9UelkOGnbN064OcquHXUdhNwBH1ssVQ65lanX4I2Gx94Afc8frJkmSWpizx485W00xZ0uTZdmwC5CWoNMvlFcA2wHvBda0bTu/2XLU4mTgHOCqYRcyAGsy84hhF6HbdfrZn3f+/CeZ+WPgCICIeFPTRUmSNGbM2aPLnK1hMWdLE8AOYI2dTmGg/s/jdsAxmbl6wCWplpk3UP3HXho0f/YlSdpE5uzRZc7WEPmzL00Ap4CQgIj4q4j4RkRcFxF/qC93+VRE7N5h3wMi4rSIuL7e9ycR8YaI2HwIdf9lRJwZETdExC0R8aOIOLxTLfOXh0XEVhHxzoi4LCJujYhfRMQ/RUR0eExExD9ExI/r7/VXEfH+iNiu0+Vm7XOTRcTKeh6u+wL3bbtc6Ph6n51bv+5QQ8e5vCJieUS8MSIurr+PSyPirQu9DhGxLCJeFhHnRMSNEfH7iDgvIv4+Ioq+H0bEcyPie/Xr8puI+ERE3HORx+wbEV+MiGvq7+ni+rXafoH9vx0RN9fn7n9HxIOiw3x2rcc5Ih4YEZ+p65qLlnnyllDDvetz4pJ6/2sjYlVEPLrDvneqX7ML6uP/u7r9z0TEo3o6sJIkaayYs83Z5uwl12DOllSMI4A11eow9lHgb4BrgJOA3wL3BvYCLgLObdn/34GDqeaiOonqUpjHAW8B9omI/5WZ6wZU+9uBw+u6TwRuAp4GvB3Yt65lbdvDNgO+CtwT+BKwDngW8A5gCza+7O8DwEuBK4FjgduA/YDH1G21t99udd3mK+qvj2nZdv4ij+2qft0+C+wPXAy8H1hO9do8tMtjNgNOAfalel1PBP5A9Tr/K/BY4AVLrantuV4J/AvV+fHx+uO+wFl0GbkREf9MdayuAz4P/AZ4GPBq4OkR8fjMvLFl/7+qv4dbqY7FVcCfAmcDP1igvPsD3wF+BnwS2BK4cYk1PJLqfNoB+ArVz8RdqM6pb0XEn2XmF+t9A/hyS40foTr/7gOsBL4JfG+BuiVJ0hgxZ5uzMWebsyWNjsx0cRn7hSoAJbBzn487pH7cd4Ht2rbNAju2fH1Qve9JwJZt+x5Rb/uHtvUJnN5l35U91nh8+/cGPL5edxlwj5b1y6jCVwKv63KMvthaP3A3quC0BtisZf0T6/0vArZvWb8cOLPetrrtOeaP0UEdnnt1l+9v5/oxx3fZfnr1VrXBur+uH3M2sEXL+h2ogupCx/1fgdm21/nf623793G+LfT93EoV7lpfsxngv+rnaf9+9qrXn9V6rNuO6Xta1t0JuL5+nt3a9n/H/HO0Pf/OLevf3qHufmtYBvyCKtzv2bb/PYFfUYXlzet1D63bOLnDc88AK3r9ue1yXh9Tv8adli26PHaj88TFxcXFxcVlwwVz9vx6c7Y525xtznZxGdtl6AW4uJRYWHow/VH9uEf0sO95VP+J377DtlmqEQLfbVvfVDD9t3rdIR32fyCwHrikyzH6ow6P+Vi97SEt6z5Srzuww/5PYLjB9Gv1Y/bqsP98Dae3rJupX5+rgGUdHrM9MAd8to/zrdv38/r6+Y/ssO1+9WvT/v2cXD9m1wXOvd+0fP38ev/jOuy7DVVo7RZMf00dFjexhv3r/d/ZZf9/qLc/vf56Ppie2Msx7nVpOa8XWjb6ma0fazB1cXFxcXFZZMGc3bq/Oducbc42Z7u4jOXiFBCaaPWcSyvbVq/OzOMjYmvgIcDVmXneIu1sBexGFW5eERtP4wXVf4n/ZBNL7tUj64+ntm/IzJ9FxBXALhGxfWauadl8Q2b+okN7l9cfV7Sse0T98Vsd9j+H6rKiYXkkVZDsVNvpHdY9ELgz8HPgDV1ev1so8/rNvzZntG/IzEsi4nKqudpaPZ7qj57nRMRzOrS5HLhrRNw5M69lgdcmM2+KiPPZ+Lyf94PMvLXD+n5reHy9/r4RcUSH/R9Qf/wTqtEwP6a6HPGAiLgv8Lm6/nMz87YutfZjl/TmFJIkDYw525xdM2ffwZwtaWTZAaxJtxJ4U9u6M6j+2799/fWvemhnBRDAXTu0Nwzb1R+v6rL9KmCner81LevXdNqZO0LmbIfnuLp958xcHxHX9lJoQ7YDrsuN516D6j/v7e5cf3wAC79+22xqYSxw3Gq/ZuNgemeq9+PFzq1tgGt7eI5u6+efv5N+a5g/pp1CbPv+8+fM3sA/A88G/m+9/XcR8THg8My8aZG2JEnS6FiJOXtNy/o1nXbGnD3PnG3OljRERe/GKY2azDwiM6NtWVlvXlN/vFcPTc3fUOC8Du1tsJT+Hhap5x5dtu/Ytt9SzN+E4O7tGyJiljuCyaaaqz92+4fU9h3W3QDsUN9wol2nYzJ/HE5e5PXbpb/SO5p/ro2O2yL1Xb/YuZWZv6z37/raLLIeqsuxutXdTw3z3+f+i+x/+w1PMvP6zHxlZt6H6o+E/wP8FPh74P8tULMkSRox5mxzdsv+YM4Gc7akEWYHsKZWZt4MXADcPSIesci+NwEXArtGxA6DqG8R85fSrWzfEBF/RHV35Utzw8vSlvoce3TY9jj6u4JgPRuOemh1ff3xPu0bImJbqsvK2n2f6v2rU20rO6z7KfWdpLuE2ZK+X3/cs31DRNyPDt8n1aV+KyJi1x6fo+trExHbAA/vsZ1NqeGc+uMTl/BcZOYvMvPfqY7TTVRznUmSpAlgzu75OczZ/TFn98CcLakTO4A17d5Xf/xwRGzXuiEiZiJix5ZV/0I1P9NxEbF9e0MRsSIiHtm+viHH1R/fEBF3balhFngX1c/2v2/ic3y8/vj61mMTEcuBt/fZ1rVU81pt2b4hM39HFRyfEBEPbnmeWapjvtFjgI/WH98WEVu0PGYH4A0dnmMd1V2JdwTe16mOiNix9fk3wSep5vg6NCJ2bml/Bngnnd9331N//LeIuGeH2raOiMe1rPoc1ciA50XEbm27v4HOozkWs5QaLgb+LiKe3qnBiHh8Pa8fEbFLl9C7Aticam44SZI0OczZ3Zmzl8acfcdjzNmS+uIcwJp2H6H67+6BwM8j4nPAb4F7AntTBcAjADLzuIh4FPAy4OKI+ApwGbADsAvwJKrA9JKmi87MsyLiaOA1wAUR8Z/AzcDTqG648S2qELQpz3FGRBwLHAJcGBH/RRW4nkkViq7kjsvKFvMN4NHAlyPiTKobefwgM0+pt7+TKkh/OyL+A/gDsBewGfADqhuDtPoU8FfAflTf/+fqfZ8N/A9w/w41vKVu5yXAMyPiVKp56e5GdZnUE6juLPzjHr+njjJzdUS8Fng3cF5EfIbqeO1LFRh/CDys7THfqB9zFNV5+EXgUqp5ve5L9d/7bwFPrfe/MSJeBpwAnBURn6Waj+5P6+/xjPoxvb4+S6lhbUT8OfAV4AsRcRbVzSd+TzX64tFUd2PesV63G3ByRHyPakTQlVRz/e1P9drNz1W2VK+IiDVdtp2emadvYvuSJKk/5uzuz2HOXgJztjlb0ibITBeXsV+A1VRzLu28xMc/j+qX+Q1UoehSqv8wP7LDvs8APg/8BriNarL/7wJvBR7Utm9S/VJsXXdEvX5lj7Ud3+17A55LFRZ+V9d9IVW42qLLMVrd5Tk61kT1X/RXUo0cuJUqTHyA6uYIvwPOb9v/oLqdg9rWb00199QVVDfCSOD4tn1eVNd/a31MP0w1/9np1VvVRjUvp7rRwSX1Y1YDb6P6L/dGx71+TAAvoArK19Wv36/qY/g64D59nG8dj2XLPgdQXab2B6o/dk6g+oOn4/dTP2YP4LP1cb6tftz5VCM0du+w/9OAs6iC3/VUowUeVJ+fCWzfsu/OnY57gRruBryDKmz+nuoys58D/wk8H1hW73dvqhEt365f31vr8+FLwNMK/OwvtBzR5bEdzxMXFxcXFxeXOxbM2eZsc7Y525zt4jL2S2QmktSPiHgA8DPg05l5wLDrGbSIWA2QmTsPt5KN1Zf0XQJsnpndbl4iICISOCPvuGGNJEnSUJmzzdmTwJwtjR7nAJbUVUTco55Tq3XdVsAx9ZcnD7yo0XHfiMh6edziu5cVEdvPz/vVsi6o5ibbCThp0DWNg4h49vzrNuxaJEnS9DJnL8icPYbM2dJocw5gSQt5BXBARJxONffVPYB9qC4z+hLwH0OrbLiOYcMbQFwxhBoeB3wmIr5KdXnWNvW6hwOXU8+pp438GDiy5evVQ6pDkiRNt1dgzu7kGMzZ48qcLY0wp4CQ1FVE7AO8mirs7EA1r9jPgBOBYzJz7fCqm24RsQvVfHhPoLrJwzKqgPx54O2ZefUQy1uS+q7fr+hx9+Mzc3VjxUiSJDXInD26zNnmbGkS2QEsSRoJEbEz1Y1herFXesdhSZIkaVHmbEl2AEuSJEmSJEnShPImcJIkSZIkSZI0oewAliRJkiRJkqQJZQewJEmSJEmSJE0oO4AlSZIkSZIkaULZASxJkiRJkiRJE8oOYEmSJEmSJEmaUP8fqg4i/SkUuQsAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 1728x1440 with 8 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(24,20))\n",
    "ax = plt.subplot(2,2,1)\n",
    "ds_ctl.PWAT.sel(time=10,grid_xt=slice(40,65),grid_yt=slice(85,110)).plot(ax=ax,vmin=40,vmax=100)\n",
    "ax.set_title(\"Control (virtually-inviscid)\")\n",
    "\n",
    "ax = plt.subplot(2,2,2)\n",
    "ds_d1.PWAT.sel(time=10,grid_xt=slice(40,65),grid_yt=slice(85,110)).plot(ax=ax,vmin=40,vmax=100)\n",
    "ax.set_title(\"4th-order damping\")\n",
    "\n",
    "ax = plt.subplot(2,2,3)\n",
    "ds_h6.PWAT.sel(time=10,grid_xt=slice(40,65),grid_yt=slice(85,110)).plot(ax=ax,vmin=40,vmax=100)\n",
    "ax.set_title(\"Minimally-viscous\")\n",
    "\n",
    "ax = plt.subplot(2,2,4)\n",
    "ds_tr8.PWAT.sel(time=10,grid_xt=slice(40,65),grid_yt=slice(85,110)).plot(ax=ax,vmin=40,vmax=100)\n",
    "ax.set_title(\"Monotonic tracer advection\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2b8e8da0",
   "metadata": {},
   "source": [
    "At day 2, just before the control begins rapid intensification, it is very clear that it has much more moisture gathered into the center of the developing vortex, and is able to spin-up more quickly."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "20f8c974",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Monotonic tracer advection')"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1728x1440 with 8 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(24,20))\n",
    "ax = plt.subplot(2,2,1)\n",
    "ds_ctl.PWAT.sel(time=2,grid_xt=slice(75,100),grid_yt=slice(35,60)).plot(ax=ax,vmin=40,vmax=100)\n",
    "ax.set_title(\"Control (virtually-inviscid)\")\n",
    "\n",
    "ax = plt.subplot(2,2,2)\n",
    "ds_d1.PWAT.sel(time=2,grid_xt=slice(75,100),grid_yt=slice(35,60)).plot(ax=ax,vmin=40,vmax=100)\n",
    "ax.set_title(\"4th-order damping\")\n",
    "\n",
    "ax = plt.subplot(2,2,3)\n",
    "ds_h6.PWAT.sel(time=2,grid_xt=slice(75,100),grid_yt=slice(35,60)).plot(ax=ax,vmin=40,vmax=100)\n",
    "ax.set_title(\"Minimally-viscous\")\n",
    "\n",
    "ax = plt.subplot(2,2,4)\n",
    "ds_tr8.PWAT.sel(time=2,grid_xt=slice(75,100),grid_yt=slice(35,60)).plot(ax=ax,vmin=40,vmax=100)\n",
    "ax.set_title(\"Monotonic tracer advection\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "9cb5b2fd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Monotonic tracer advection')"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1728x1440 with 8 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(24,20))\n",
    "ax = plt.subplot(2,2,1)\n",
    "U850_ctl.sel(time=2,grid_xt=slice(75,100),grid_yt=slice(35,60)).plot(ax=ax,vmin=0,vmax=72,cmap=cm.twilight)\n",
    "ds_ctl.PRESsfc.sel(time=2,grid_xt=slice(75,100),grid_yt=slice(35,60)).plot.contour(levels=np.arange(90000,101000,2000),ax=ax,linewidths=0.5,colors='k')\n",
    "ax.set_title(\"Control (virtually-inviscid)\")\n",
    "\n",
    "ax = plt.subplot(2,2,2)\n",
    "U850_d1.sel(time=2,grid_xt=slice(75,100),grid_yt=slice(35,60)).plot(ax=ax,vmin=0,vmax=72,cmap=cm.twilight)\n",
    "ds_d1.PRESsfc.sel(time=2,grid_xt=slice(75,100),grid_yt=slice(35,60)).plot.contour(levels=np.arange(90000,101000,2000),ax=ax,linewidths=0.5,colors='k')\n",
    "ax.set_title(\"4th-order damping\")\n",
    "\n",
    "ax = plt.subplot(2,2,3)\n",
    "U850_h6.sel(time=2,grid_xt=slice(75,100),grid_yt=slice(35,60)).plot(ax=ax,vmin=0,vmax=72,cmap=cm.twilight)\n",
    "ds_h6.PRESsfc.sel(time=2,grid_xt=slice(75,100),grid_yt=slice(35,60)).plot.contour(levels=np.arange(90000,101000,2000),ax=ax,linewidths=0.5,colors='k')\n",
    "ax.set_title(\"Minimally-viscous\")\n",
    "\n",
    "ax = plt.subplot(2,2,4)\n",
    "U850_tr8.sel(time=2,grid_xt=slice(75,100),grid_yt=slice(35,60)).plot(ax=ax,vmin=0,vmax=72,cmap=cm.twilight)\n",
    "ds_tr8.PRESsfc.sel(time=2,grid_xt=slice(75,100),grid_yt=slice(35,60)).plot.contour(levels=np.arange(90000,101000,2000),ax=ax,linewidths=0.5,colors='k')\n",
    "ax.set_title(\"Monotonic tracer advection\")"
   ]
  }
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