{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Comparison: Jan 15, 2007, Old: 202111 New:Changed Ice" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import cmocean.cm as cm\n", "import matplotlib.pyplot as plt\n", "import netCDF4 as nc\n", "import numpy as np\n", "import xarray as xr\n", "\n", "from salishsea_tools import visualisations as vis\n", "from salishsea_tools import viz_tools\n", "\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "mesh = nc.Dataset('/home/sallen/MEOPAR/grid/mesh_mask202108.nc')\n", "bathy = nc.Dataset('/home/sallen/MEOPAR/grid/bathymetry_202108.nc')\n", "tmask = mesh['tmask']\n", "deptht = mesh['gdept_1d'][0]" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "year = '2007'\n", "olddir = ''\n", "newdir = 'ice'" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "def surface_plots(tracers, file, month, cmap, cdiff, vmax, vmin, dvmax, twoD=False, olddir=olddir, d201905=False, zoom=[0, 0, 0, 0], dl=0, dosum=False):\n", " fig, axs = plt.subplots(1, 3, figsize=(15, 7))\n", "\n", " if d201905:\n", " dm = xr.open_dataset(f'/results/SalishSea/month-avg.201905/SalishSea_1m_{year}{month}_{year}{month}_{file}_T.nc')\n", " else:\n", " dm = xr.open_dataset(\n", " f'/data/sallen/results/MEOPAR/202111/{olddir}/SalishSea_1h_20070101_20070131_{file}_T_20070115-20070115.nc')\n", "\n", " if dosum:\n", " dm['summed'] = 0.*dm[tracers[0]]\n", " for tr in tracers:\n", " dm['summed'] = dm['summed'] + dm[tr]\n", " tracer = 'summed'\n", " else:\n", " tracer = tracers\n", " \n", " if twoD:\n", " mean_field = np.ma.array(dm[tracer][0], mask=1-tmask[0, 0])\n", " else:\n", " mean_field = np.ma.array(dm[tracer][0, dl], mask=1-tmask[0, dl])\n", " colours = axs[0].pcolormesh(mean_field, cmap=cmap, vmax=vmax, vmin=vmin)\n", " axs[0].set_title(olddir)\n", " fig.colorbar(colours, ax=axs[0])\n", " \n", " ds = xr.open_dataset(\n", " f'/data/sallen/results/MEOPAR/202111/{newdir}/SalishSea_1h_20070101_20070115_{file}_T_20070115-20070115.nc')\n", " \n", " if dosum:\n", " ds['summed'] = 0.*ds[tracers[0]]\n", " for tr in tracers:\n", " ds['summed'] = ds['summed'] + ds[tr]\n", " \n", " if twoD:\n", " field = np.ma.array(ds[tracer][0], mask=1-tmask[0,0])\n", " else:\n", " field = np.ma.array(ds[tracer][0, dl], mask=1-tmask[0, dl])\n", " colours = axs[1].pcolormesh(field, cmap=cmap, vmax=vmax, vmin=vmin)\n", " axs[1].set_title(newdir)\n", " fig.colorbar(colours, ax=axs[1])\n", " \n", " colours = axs[2].pcolormesh(field-mean_field, cmap=cdiff, vmax=dvmax, vmin=-dvmax)\n", " axs[2].set_title(\"New - Old\")\n", " fig.colorbar(colours, ax=axs[2])\n", " ds.close()\n", " dm.close()\n", "\n", " for ax in axs:\n", " viz_tools.set_aspect(ax)\n", " if sum(zoom) > 0:\n", " ax.set_ylim(zoom[0], zoom[1])\n", " ax.set_xlim(zoom[2], zoom[3])\n", "\n", " return fig" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "def profiles(tracers, file, olddir=olddir, d201905=False, dosum=False):\n", " fig, axs = plt.subplots(1, 2, figsize=(10, 5))\n", "\n", " if d201905:\n", " dm = xr.open_dataset(f'/results/SalishSea/month-avg.201905/SalishSea_1m_{year}{month}_{year}{month}_{file}_T.nc')\n", " else:\n", " dm = xr.open_dataset(\n", " f'/data/sallen/results/MEOPAR/202111/{olddir}/SalishSea_1h_20070101_20070131_{file}_T_20070115-20070115.nc')\n", " \n", " if dosum:\n", " dm['summed'] = 0.*dm[tracers[0]]\n", " for tr in tracers:\n", " dm['summed'] = dm['summed'] + dm[tr]\n", " tracer = 'summed'\n", " else:\n", " tracer = tracers\n", " \n", " \n", " mean_field = np.ma.array(dm[tracer][0], mask=1-tmask[0])\n", " axs[0].plot(mean_field.mean(axis=1).mean(axis=1), deptht, linewidth=2, label='Old')\n", " axs[1].plot(np.zeros_like(deptht), deptht, linewidth=2, label='Old')\n", " \n", " ds = xr.open_dataset(\n", " f'/data/sallen/results/MEOPAR/202111/{newdir}/SalishSea_1h_20070101_20070115_{file}_T_20070115-20070115.nc')\n", " \n", " if dosum:\n", " ds['summed'] = 0.*ds[tracers[0]]\n", " for tr in tracers:\n", " ds['summed'] = ds['summed'] + ds[tr]\n", "\n", " field = np.ma.array(ds[tracer][0], mask=1-tmask[0])\n", " axs[0].plot(field.mean(axis=1).mean(axis=1), deptht, label='New')\n", " \n", " axs[1].plot((field-mean_field).mean(axis=1).mean(axis=1), deptht, label='New')\n", " print (mean_field.mean(axis=1).mean(axis=1).max(), field.mean(axis=1).mean(axis=1).max())\n", " ds.close()\n", " dm.close()\n", "\n", " \n", " axs[0].invert_yaxis()\n", " axs[0].legend(loc='best')\n", " \n", " axs[1].invert_yaxis()\n", " axs[1].legend(loc='best')\n", " \n", " return fig" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "def thalweg_plots(tracers, file, cmap, cdiff, vmax, vmin, dvmax, olddir=olddir, d201905=False, maxdepth=0, dosum=False):\n", " fig, axs = plt.subplots(1, 3, figsize=(15, 5))\n", "\n", " if d201905:\n", " dm = xr.open_dataset(f'/results/SalishSea/month-avg.201905/SalishSea_1m_{year}{month}_{year}{month}_{file}_T.nc')\n", " else:\n", " dm = xr.open_dataset(\n", " f'/data/sallen/results/MEOPAR/202111/{olddir}/SalishSea_1h_20070101_20070131_{file}_T_20070115-20070115.nc')\n", " \n", " if dosum:\n", " dm['summed'] = 0.*dm[tracers[0]]\n", " for tr in tracers:\n", " dm['summed'] = dm['summed'] + dm[tr]\n", " tracer = 'summed'\n", " else:\n", " tracer = tracers\n", " \n", " mean_field = np.array(dm[tracer][0])\n", " colours = vis.contour_thalweg(axs[0], mean_field, bathy, mesh, np.arange(vmin, 1.1*vmax+0.1*vmin, (vmax-vmin)/10.), cmap=cmap)\n", " axs[0].set_title(olddir)\n", "\n", " ds = xr.open_dataset(\n", " f'/data/sallen/results/MEOPAR/202111/{newdir}/SalishSea_1h_20070101_20070115_{file}_T_20070115-20070115.nc')\n", " \n", " if dosum:\n", " ds['summed'] = 0.*ds[tracers[0]]\n", " for tr in tracers:\n", " ds['summed'] = ds['summed'] + ds[tr]\n", "\n", " field = np.array(ds[tracer][0])\n", " colours = vis.contour_thalweg(axs[1], field, bathy, mesh,np.arange(vmin, 1.1*vmax+0.1*vmin, (vmax-vmin)/10.), cmap=cmap)\n", "\n", " axs[1].set_title(newdir)\n", " colours = vis.contour_thalweg(axs[2], field-mean_field, bathy, mesh, np.arange(-dvmax, 1.2*dvmax, dvmax/5), \n", " cmap=cdiff)\n", " \n", " axs[2].set_title('New - Old')\n", " if maxdepth > 0:\n", " for ax in axs:\n", " ax.set_ylim(maxdepth, 0)\n", " ds.close()\n", " dm.close()\n", "\n", " fig.tight_layout()\n", " return fig" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Temperature" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 1080x504 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tracer = 'votemper'\n", "file = 'grid'\n", "month = '01'\n", "cmap = cm.thermal\n", "cdiff = cm.balance\n", "vmax = 10\n", "vmin = 4\n", "dvmax = 2\n", "fig = surface_plots(tracer, file, month, cmap, cdiff, vmax, vmin, dvmax)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "9.23042912824859 9.230429157394754\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 720x360 with 2 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = profiles(tracer, file)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAABCgAAAFgCAYAAAB5W0haAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Il7ecAAAACXBIWXMAAAsTAAALEwEAmpwYAABIVElEQVR4nO3de5hddX33/c8nGQgZJjEJJsoh4wRFVBRPUUFRqKhFsGqtttB6rD4pT63H9rqL1Vvb27a3ra3VPla5U6TYW6tWREWlgrUFpColnCQQUISYxAQmmIQQkklI5vv8sdfgzmbv2cd12uv9uq65Mnvttdf6zkzyyZrv/v1+yxEhAAAAAACAPM3JuwAAAAAAAAAaFAAAAAAAIHc0KAAAAAAAQO5oUAAAAAAAgNzRoAAAAAAAALmjQQEAAAAAAHJHgwIAgAqyfavt0/KuAwCQDdun2d40y/MX2f7zLGsCGtGgAACggiLihIi4Mu86AKBMbK+3fa/tw+u2vc32lTmWNVPH823/h+0HbN9v+xu2n5J3XUA3aFAAAAAAQOdGJL0r7yLq2T5Z0hWSvi7pKEkrJN0s6b9sH5tnbUA3aFAAAFBBybuAL7E91/af2P5p8q7b9baXJ/s8yfZ3bG+zfYft38y7bgAogI9K+iPbi5o92So7ba+wvcP2nOTxBbYn6173Odvv7rGmv5b0zxHxiYh4ICK2RcQHJP1Q0p+2qPOZtm9Isv9Lkg7r8dzAwNCgAACg2t4r6RxJZ0paKOl3Je1Ohi9/R9K/SFqW7PMp2yfkVSgAFMQaSVdK+qPGJ2bLzoi4W9JOSc9Mdn+hpF22n5w8fpGkq7otxvaopOdL+nKTp/9V0kubvOZQSV+T9H8lLUle+xvdnhsYNBoUAABU29skfSAi7oiamyPiF5JeIWl9RPxTROyPiBskfUXSa3OtFgCK4YOS3mF7acP2dtl5laRTbT82eXxx8niFak3im3uoZYlqv9dtafLcFkmPbrL9JEmHSPp4RDwUERdLuq6HcwMDRYMCAIBqWy7pp022P07S85LhyDts75D0O5Ie22RfAKiUiFgr6ZuSzmt4ql12XiXpNNVGS1yt2kiMU5OP70XEdOO5bP+O7V3Jx781KWe7pGlJRzZ57khJ9zXZfpSkn0dE1G37WZP9gEyN5F0AAADI1UZJj5e0tsn2qyLiEUODAQCSpA9JukHS39Zta5edV6m2hsWm5PNrJJ0vaUotpndExOclfb5VERHxoO0fSHqdpP9sePo3JX23ycu2SDratuuaFONq3rAGMsMICgAAqu0CSR+2fZxrTrR9hGrvDD7R9htsH5J8PKdurjQAVFpE3CnpS5LeWbd51uyMiJ9I2iPp9ZKujoidku5Vbf2HrtefqHOepDfZfqftBbYX2/5zSSdL+rMm+/9A0n5J77Q9Yvs1kp7bx/mBgaBBAQBAtX1MtUXUrlBt8bbPSJofEQ9IepmksyVtlnSPpL+SNC+nOgGgiP6XpMNnHnSYnVdJ+kVEbKh7bEk39lpERFwj6VclvUa10RE/U20xzlOSpkjj/vuSfd+s2hSR35J0Sa/nBwbFB087AgAAAAAAyB4jKAAAAAAAQO5yaVDYPsP2HbbvtN248i0AICPkMQAUA3kMADlM8bA9V9KPJb1UtdVrr5N0TkTclmkhAFBx5DEAFAN5DAA1eYygeK6kOyPirmRxli9KelUOdQBA1ZHHAFAM5DEASBrJ4ZxHq3Z/4BmbJD2vcSfbqyStkqTDDz/82U960pOyqQ5A6q6//vr7ImLpII/54b9dGXPmSO9/zxoP8rhDjjwGKm7QeWzbv3HOxPTv/v7xOvOUb5PHnWubx2QxMNxSyOOlj5ozMnn/9P4FEbFrUMdNWx4Nimb/WT1inklErJa0WpJWrlwZa9asSbsuABmx/bMBH2/xCSculiR94L1eFBE7Bnn8IUYeAxU36Dz+0mUvnv67v7xFf/PhH+nMywd55KHXNo/JYmC4DTqPjx45bPKB6f2aGJn/gJpnTCHl0aDYJGl53eNjVLtHMAD05L3vf9q2o5eP6sCB0NZ7p7arRCGcM/IYwMDY9kkvXKa/W32y/uIDN+mbV/9qvOJFl5PHnSGPAQyM7aWHe65OnLdQN+/dKduHR8SDedfViTzWoLhO0nG2V9g+VNLZki7NoQ4AQ8D24su/sUmve/0Knf2mY/Wtr26Q7UV511US5DGAgfnSZS+eHp8Y04onLNAfvv+p+thf3JJ3SWVCHgMYmKNHDps8euQwzbX1mJF5mhiZzxSPViJiv+0/kHS5pLmSLoyIW7OuA8BwmBk9ceihcyVJbz73iYyi6BB5DGBQHh498X9OkiQ9+WmLdfjYIYyi6BB5DGBQZkZPTMybL0l67Nx5pRpFkccICkXEZRHxxIh4fET8RR41ACi/+tETMxhF0R3yGMAg1I+emMEoiu6QxwAGYWb0hF3rDZdtFEUea1AAwEA0jp6QpEMPncsoCgDIUOPoiRmMogCAbNleVj96YkaZRlHkMoICAPrVbPTEDEZRAEB2mo2emPGH73+q/vbPGUUBAFk4euSwe+tHT8wo0ygKRlAAKKVmoydmMIoCALLRavTEjCc/bbHGFhyib1z1svi1U68gjwEgJa1GT8woyygKRlAAKJ3ZRk/MYBQFAKRvttETM2prUazNsCoAqJ5WoydmlGUURSlGUOzd+DPd/Z5VeZcxMBt2LdP42OQjPq9/fkb9fvUaX9PsHO32b9ynft/6575336Nr++88bNZzPvz6hVOSpKt+vlgrFuzR3Q/Uuni3Tt950H6/2HOdJOmI+c+Z9XgnzHmCVizYc9C2mWNKevi5ux+Y/4j9Gvet12zfmfpnvtbGz2e0+17U79vuNTP71j8/87U0fp2Nx61/zfjCKS0ffeR5ezEx2nlurd89NpBzdmO20RMzuh1FYftCSa+QNBkRT022vU7Sn0p6sqTnRsSaJq9bLumfJT1W0rSk1RHxie6/qnKoUh43y9F+s7jVa2bbb+a59bvH9F/3LDool9pplseNWSwVP48bczKrPJ6ptz6PZ2ptlcd5ZbHUfR5v3N3Z36NW2o2emNHNKAqyuDN7pvbq5tt/oqV7d3T8mq3zFs26/9Z5iyTp4X1mHtdv6/bY3RwjCzN1Nn6trfbbds23JElLTjlL2675lpacclZGlbbW7ufY7X697l9WaXxfmu3T6u9YWt/ndqMnZpRhFAUjKACUSiejJ2Z0OYriIklnNGxbK+k1kq6e5XX7Jf1hRDxZ0kmS3m77KR2cDwBKrZPREzO6GEVxkchi5KwKv6hjuLQbPTGjDKMoSjGCAsXVzTt5wCB0MnpiRjejKCLiatsTDdvWSZo17CNii6QtyecP2F4n6WhJt7UtEBgg8hhZ6nT0xIyZURS2XxAR/9VqP7IYWSlrE6KsdSM9nY6emFH0URSMoABQGrbnfuurGzoaPTHj7Dcdq69/+WeynXreJRfVz5R0bdrnQrU1m7YAZOx5Rx092tHoiRnvPu8ESXpvahUlyOLhVT9lBMDDVh3VweiJGXNtLZt7qCS9IdWqesQICgBlMrJwdK4WPLhX6rDfO0/SwvlzJOn3bL+17qnVEbF6UIXZHpP0FUnvjoidgzouABTUEY8/ap7mbd/d8QuOf/SIJD3Ndv0aEmQxMsPoAwxaQZpmR0wcskDLRjofRTlHc7V+/55Hp1hTz2hQoGPdDh9utegZkJMLIuLTaRzY9iGqXRB/PiIuSeMcKKdmC2v2dbweR06QxyiQLRFxahoHJosBoPxoUKAnzHUGalwbT/cZSesi4mN51wMAVUQWIw1FuGsHUDWsQYG2+r1dWq/v3J0w5wl9nRfohu0vSPqBpONtb7L9Vtu/bnuTpJMlfcv25cm+R9m+LHnpC1Sbw/di2zclH2fm8kWgcnoZUdFLtpLHyApZDKBfBZl2gR4xggIAJEXEOS2e+mqTfTdLOjP5/Bq1uUMIymnQ0zMAtEcWAygS1i3JHiMo0NT42GTeJQBApqqQe6xFAQAAiowGRUmMj01W4uIZ3RtfOMUtB4EMdZvFaWd32v/+md4BAACyQoMCPZu5KK6/OOYXZQBVUIaGMXmcPb7nAAD0hwZFDspwYQsAKAb+zwCA/HFHj+HAmhLFR4MCA8M7R9nq9+4qALJX9ukeaI48BgBgMGhQoCP1F19cAGePhe0AAAAADDsaFEMuq6HBNC0AAAAAAP2gQYGDMNe5uiZGd+VdAjC0ssxW7uwDAEAxsQZGezQoKqDTC2OaEwAA9IamEAAA/aNBMaTK3mw4Yc4T8i4BAAqFUU4AAGDY0aAAAKDkePe+3Gg+AdlimD1QXDQokKpmF80zoyOOmP+crMsZGjN3VeGXEqA/ZR9t1o3GvKgfqUYeA9W2dd6iWR/3ikYAUDOof1NVQINiiGVx4c2939PHLUYBdGK2PO61mVnfxGDqHXkMDAt+WRxe/GzLjwYFAAAZKOJoDZoOAACgSGhQoHC4YAYAAACA6qFBga6w5kFxMd0GwCDRLAYAAFmjQZGzIg75HZR+mxkrFuyp/AUy850BFAFZxPcAANA7Fozt3EjWJ7S9XNI/S3qspGlJqyPiE1nXAaCc5k7t1+hPd3T1mjl7D6RTTMmRxwD6ccj2qa7yeHr3/vSKKTnyGCimrfMW0VzIWB4jKPZL+sOIeLKkkyS93fZTcqgDAKqOPC6oTkbXMeUOGCrkcQe6+UWRuzkA/bF9oe1J22tn2ec02zfZvtX2VYM4b+YNiojYEhE3JJ8/IGmdpKOzrqOs8pgSMjG6K/NzAkgfeVw+eaw1w9SG2bH+DwaBPC6Xbdd8K+8SMAA0sdq6SNIZrZ60vUjSpyS9MiJOkPS6QZw01zUobE9Ieqaka5s8t8r2Gttrtu3hP/96RVu3opuLsxPmPIG1JYACIo+Lo5uMXz461fMvyDQegGJqlcf1Wbx9+7ZcagPKjqZE5yLiakmzhc1vS7okIjYk+w/kl9TcGhS2xyR9RdK7I2Jn4/MRsToiVkbEyiXzD8u+QACoCPIYAIphtjyuz+LFi5fkUyBaYlTFYPXTSCjKmhFFqWMWK2eansnHqi5f/0RJi21faft6228cRFGZL5IpSbYPUS18Px8Rl+RRA9K1fHRKG3fziwxQdOTxcGnMXrIYKA/yuHy2XfMtLTnlrLzLQI9K0EDo2LPmj+iJhx7a8f43TO3V1Xu0JiJe3cdpRyQ9W9LpkuZL+oHtH0bEj/s4ZvYjKGxb0mckrYuIj2V9fqRjUHNwmfoBZIc8Lqdup3XMti9T7oBiII8BlNAmSd+OiAcj4j5JV0t6er8HzWOKxwskvUHSi5MVP2+yfWYOdaBOt+taDKohccT85wzkOMMszZX6WQC18sjjPhRtPaB+kcft1ecxi2NiwMhjAGXzdUkvtD1ie1TS81Rb4LcvmU/xiIhrJDnr8wLdGF84pQ07GRaN4UYeA0AxZJHHwzScHUD6bH9B0mmSHm17k6QPSTpEkiLi/IhYZ/vbkn4kaVrSBRHR8pakncplDQoAvcniHTtGVQAAAADVFhHndLDPRyV9dJDnzfU2oxhuM/Ok05yiAAA4WLNG5sw28niwBtk0pjkMAAANCgAAgK7Q6AHQDLcazV+7qUxMdSo+GhTIHBd2AJA/shgAABQNDQp0rdWQ1k6Guq5YsGfQ5VQGv0wA6Ad3nQDQCu8qAygKGhQAAAAFwnoUAICqokGB0mI0BoCsjY9N5l1CIZHHAIomj1EhS045K/NzAsOGBgUAAAAAAE1snbco7xIqhQYFAABDpt/1Jk6Y84QBVVJ+jA4BACA7NCiQGy6A22NhTAD1Br02wUzGkMftkccAAKSPBgUASLJ9oe1J22vrti2x/R3bP0n+XNzitWfYvsP2nbbPy65qABguZDGAfjAdo/xoUKAvje/mdTqsmCGzKKCLJJ3RsO08Sd+NiOMkfTd5fBDbcyX9g6SXS3qKpHNsPyXdUoH2yGOU1EUiizvCrUGBR+LfRfnRoEBHZhtWzO3QMAwi4mpJ2xo2v0rSZ5PPPyvp1U1e+lxJd0bEXRGxT9IXk9cBqep3nQmgiMhiAKi2kbwLANrh3T0cZCo096f7u36NpLfZfmvd1tURsbrNKx8TEVskKSK22F7WZJ+jJW2se7xJ0vO6KxDo3cToLm3cfVgm5yKPUc/bp7vK47lTByTpSNtr6jaTxRga2675FrcaBfpEgwJAVVwQEZ9O4bhusi1SOA8wMLVFMbfnXQaqaUtEnJrCccliZI5mBDB4TPFAZtqtEs8q8s0xjDtX99o+UpKSPyeb7LNJ0vK6x8dI2pxBbQAyRh7nhiwGgIqgQYHS4BZvyMGlkt6UfP4mSV9vss91ko6zvcL2oZLOTl4HZCbrX5yrnMdV/tpzRBYDFcNil9VFgwIdG8QF8PjCqYFeSKc5HzrPi9DGr4sL4vTZ/oKkH0g63vamZL2Kj0h6qe2fSHpp8li2j7J9mSRFxH5JfyDpcknrJP1rRNyax9cAdIPRACgishgAqo01KDBwXPSijCLinBZPnd5k382Szqx7fJmky1IqDWip/i5KE6O7tH73WOY1sHAmBoksBoBqYwQFulKU5gMXxAAAAAAwXGhQAAVQlMYPAFQdeQwAQH5oUCAX4wuntGLBHu7cAQAF0MmotHb7DPvINhoXAACkjzUo0JOJ0V3auPuwvMuovOWjU/wcACBlnSxUTB4DAPJy9DMX6/HLHtXx/ps3zpG+tyXFinrHCAqgwHjHDkCalo9OPfzLNyPaHmnYR4UAALKxdd6ivEsoDRoUQIFwO1EAKAbyGACA7NGgKKDxscm8S0ABcHEMAACAXizduyPvEoCe0KBAJmYbJttsWDHDagGgexOju9ru020eAwDyxxQBVAUNChQCF8UAAAAAUG00KIA20pxqwTQOACgG8hgAgPzRoEDPur3DRKfTNpjeAQDpKmseZ9VEoFkBAEA+cmtQ2J5r+0bb38yrBmSvsalRtIvftM120csFMfJCHrfH4sXDp9PMbbYft4BGGshi4GCsu1FNeY6geJekdTmeH+gYzQMMOfIYAPJHFgOovFwaFLaPkXSWpAvyOD/608kq8Z3o5Jf+qo2wALJGHkOq5XFR85YGMaqALAaAmrxGUHxc0v+QNN1qB9urbK+xvWbbHi5OACAlHxd5DAB5+7i6yOLt27dlVhhQdUv37si7hErJvEFh+xWSJiPi+tn2i4jVEbEyIlYumX9YRtUhDczVBYqJPK6ebvK4qCMqgGHTSxYvXrwko+oAIFsjOZzzBZJeaftMSYdJWmj7cxHx+hxqAQqJIc2txb65mtqwsOvXoCnyGEDP9t8/r6s8ntq7P8VqSm2os3jp3h0sdgigY5mPoIiI90XEMRExIelsSf8xLAFcZZ2sS8Ev3Z3p9vvECBX0ijyurtly5oQ5T+j5tcOmSl8r8kMWA8Av5XkXD1RI/UXeoBbZTEOaF6Nc6AIogpksKnIWS+QxAGBwGMVTHrk2KCLiyoh4RZ41IF9cJHaOkRJIE3kMkLPIH1kMoOoYQVFh42OTeZdQCDRJACB/vWYxGQ6UG+9sA6hHgwID0+tw4UGuFJ/lhSoXxQCGTR55XIa7hTCyAhgu3DYSKC4aFCisYW0AdPp1cUEMIEutsmlYsxgAhskwjkShkVRNNCgwdFpdTJfhXToA6FfRF7+UWucxzRCgGPjF8Jea/eK/5JSzsi8kA8PY5ED50KBAZpaPTrW9cC5iE6GoIxnK8EsIgGIqaq7Npow1A0BWaCphWNCgAHrAu3wA0Fqazea885dGCQAA6aFBgdxwkdc5vldAPqpytyMypj+MaMMw4B34auPnj2Zsn2H7Dtt32j6vyfOPsv0N2zfbvtX2W/o9Jw0KFEJWUzuKMoUk73cAASALZci68YVTpagTAFAOw7KWh+25kv5B0sslPUXSObaf0rDb2yXdFhFPl3SapL+1fWg/56VBgUoqSqMCAAAAAArouZLujIi7ImKfpC9KelXDPiFpgW1LGpO0TdL+fk5KgwKl0Mm7W62aDjQjAAyDqkw3AQAAmVhpe03dx6qG54+WtLHu8aZkW71PSnqypM2SbpH0roiY7qeokX5eDAy7YZ6XzZxpAFlbsWCP7n5g/iM+BwAAvVv41GfriCc8ruP9F9y8Tvre7Wsi4tWz7OYm26Lh8a9KuknSiyU9XtJ3bH8vInZ2XEwDRlAgV8PcAAAADBb/ZwAAkJlNkpbXPT5GtZES9d4i6ZKouVPS3ZKe1M9JaVAgE1xUAkAxkMfFxcg2AECBXCfpONsrkoUvz5Z0acM+GySdLkm2HyPpeEl39XNSGhTIXZ6rp7NyOwDUFKlxQTYDSNOw3GUBSFNE7Jf0B5Iul7RO0r9GxK22z7V9brLbhyU93/Ytkr4r6Y8j4r5+zssaFCgkLk4BIHvjC6dYFwIAAEiSIuIySZc1bDu/7vPNkl42yHMyggIAJNl+j+1bba+1/QXbhzU8/yjb37B9c7LfW/KqFRik2UZO0CxGHshjAKguGhTIRZGGEgO2j5b0TkkrI+KpkuaqNs+u3tsl3RYRT5d0mqS/TebjAQAGhDwGioXpMMgaDQoALMxWMyJpvu0RSaN65CrFIWmBbUsak7RN0v5sSwSASiCPAaCiWIMCPRkfm9T63WN5l1E6y0entHF3baRqq6HTjC6Z3UMPHarJrUd1/RpJb7P91rrNqyNitSRFxM9t/41qKxHvkXRFRFzRcJhPqrZy8WZJCyT9VkRM9/ZVAL0hewdn+eiUNuw8rO0+aG337gVd5fGD+x6SpCNtr6nb/HAWS+QxAFQdIygwq/GxSY2PTXb9uizfkWeONDp0QUSsrPt4+ILY9mJJr5K0QtJRkg63/fqG1/+qpJuS558h6ZO2F2ZSOdClfjJ4xYI9Pb+WPEYHtrTKYok8BoCqo0GBTEyM7ir1NIJ+3kVr9w4dCuElku6OiK0R8ZCkSyQ9v2Gft0i6JGrulHS3pCdlXCfQlWa5W/Y8xuAUdIQIeQwUVBXXo1i6d0feJVQODQr0LK0LXN6BQw42SDrJ9mgyp/l01e733LjP6ZJk+zGSjpd0V6ZVAmLNGAw98hgAKowGRcEsW9q4DlQ10JRAniLiWkkXS7pB0i2qZeNq2+faPjfZ7cOSnm/7FknflfTHEXFfLgUDKetlmgc5XlPQUQmlQR4DQLWxSCZyNTG66+FFI9E7Loj7FxEfkvShhs3n1z2/WdLLMi0KyMjE6K6BLr5ZlmZFWeqsGvIYAKqLERSohPp3A/tZAA4A0B/yGAC6x1oIqAoaFMjNzDxq3v0HgHzUr2cxMbqLPAYAIAU0mDpHgwIAgCHGopoAgEHgl2xkgQYFhsrMu3/jC6c6nlvc7B3DKr2LyC8vwHDK+992fR53sz8AAKguGhQYqLwuiAex0BmLpQFA/5plaT/5SuMCAIDqoEEBtMBFMQBkq1XukscAAFRDLg0K24tsX2z7dtvrbJ+cRx0YjPGxybxLOEjjhSwjI4DWyGO0GvmWRnaSx0Br5DGKbOu8RXmXgIoYyem8n5D07Yh4re1DJY3mVAcqLOsLZd4BREGRxyU2PjapDbuW5b7eRL/IY0ASeQwA2TcobC+U9CJJb5akiNgnaV/WdaB4VizY09fr+7nA5V09VBF5DLRGEwNZ6iWPt85blMldFap+54aqf/1A1vKY4nGspK2S/sn2jbYvsH144062V9leY3vNtj1cJCAbaVyQ0vxAgZHHKCwaBKiYtnlcn8Xbt2/Lp8omOhn6zy/55cDPCUWQR4NiRNKzJH06Ip4p6UFJ5zXuFBGrI2JlRKxcMv+wrGtExrgQBXJBHqPQqn4baFRK2zyuz+LFi5fkUSMApC6PBsUmSZsi4trk8cWqBTJQCGW6+C37vHPkjjxG7hhlBkgij1FwjK5AVjJfgyIi7rG90fbxEXGHpNMl3ZZ1HaiW8YVT2rCTd36BeuQxmhlkXi4fndLG3QcfizwGHok8BtCPhSeerCXPembH+4/tG5X0r+kV1Ie87uLxDkmfT1YovkvSW3KqAz1od1vRMryrP/OOXZlGSwApIY9RKIyoQIWRxwAqr2WDwnYnw8oeiohbuj1pRNwkaWW3rwM61exdu6IrY83IBnmMZpo1g2duO1o1gx6VQfMarZDHKKqs7uoCpG22ERRXSbpOkmfZZ4WkiUEWBMym24vQtN+JY6gyMkIeo3DIY1QUeYxCojmBYTFbg+K6iHjxbC+2/R8DrgcVMz42qfW7x375uIMLWC5CUUHkcQ6WLd2sya1H5V1GJnodedEqjxmBgCFGHgNAilo2KNqFb6f7oDfDPkx3UOtUzNbQaJwyMXMhXaT5zUzr6N7eA4d0/W9j74G8ltsZDPIYsxnU/xeNDeOuXtsmiyWVIo/Rnfv3Hd7V373dD+1LsZpskMcAkK6Ortptn6jaULWH94+IS1KqCehIpxe2NAEwTMhj9GJidFfPzYdB6jSPB9UsKFIDBMOnCnnMtIHhxHoVKLK2DQrbF0o6UdKtkqaTzSFpqAIY+SnKhTNQdOQx0jYxuksbdxdrZANQROQxAKSjkxEUJ0XEU1KvBENp2JoPaYzGYFgxukAeAwlGxyFn5DEApGBOB/v8wDYBDAD5I48BoBjIYwBIQScjKD6rWgjfI2mvardViog4MdXKoPGxybxLAFAs5HGJVOkuIEAFkccAkIJOGhQXSnqDpFv0yzl2AIDskcfo2bBNuQNyRh7jYduu+VbeJXSFBTJRZJ00KDZExKWpVwKA9SjQDnkMDLlB3YYbqSOPUSnc+QNZ6aRBcbvtf5H0DdWGsEkavtsooTNFvnDq95d7mgMoAfI4B1Wbbsfik0BHyGOg4GiqlFMnDYr5qgXvy+q2cRslFArNBVQEeYyWitJIIY9REeQxAKSgbYMiIt6SRSFAow07eQcPqEceo+hoTqAqyGMUDaMFMCxa3mbU9qp2L+5kH1RXEaaDZHWxPL6w8/NwAY9ukcfDryijH4ZBN3lcZEX4PxSPRB4DQLpmG0Fxnu37Znnekt4lafVgSwLKZVguhlFo5DFKL4vmLHmMDJDHKKS0Rk8wKgNZm61BcZWkX2vz+u8MsBZU3KAuLGfedaq/nR6LvqHkyGOUUrNbm5Y5j7lVK0Qeo4Ulp5xVutuNAkXUskHB3DpkaWJ0V2kvWNPGBTHIYwxKkaYNMNoBZUQeD9bWeYvyLgFAwbRcgwJA97jgBpCFIjUaioo8BoDBYaoHskKDAn3pZWG32V7DApIAkI12+d1vHufZRKE5AfSm219CGQEBYNBoUKBwOrkorr/4bLV/s4vjNC9auSAGgEditAcAAOjUbItkSpJsz5P0G5Im6vePiP+VXlmogqxvq5fVwmw0KsrH9vGSvlS36VhJH4yIjzfsd5qkj0s6RNJ9EXFqNhU+fH7yGEOhzAtlIl3kMQAUh+0zJH1C0lxJF0TERxqed/L8mZJ2S3pzRNzQzznbNigkfV3S/ZKul7S3n5MhfcuWbtbk1qPyLuMRxscmtWHXssybEkAnIuIOSc+QJNtzJf1c0lfr97G9SNKnJJ0RERtsL8u4TIk8xgDM5HHj52kapsV+h+lrKSLyuFqW7t3BNBGgoJIM/gdJL5W0SdJ1ti+NiNvqdnu5pOOSj+dJ+nTyZ886aVAcExFn9HMSIE+Dvpjknb+hd7qkn0bEzxq2/7akSyJigyRFRB7dNvIYA5dl45hf7tEl8hgA8vNcSXdGxF2SZPuLkl4lqb5B8SpJ/xwRIemHthfZPjIitvR60k7WoPi+7af1egJgUKq8gCZzuAfibbbX1H2sarHf2ZK+0GT7EyUttn2l7ettvzG9Ulsij5G7xixmWhu6dGSHWSyRxwCQppVt8vhoSRvrHm9KtnW7T1dajqCwfYukSPZ5i+27VBvCZkkRESf2c2IA6MXe6bldvwO7d3quVJs39+nZ9rN9qKRXSnpfk6dHJD1btXf05kv6ge0fRsSPuyqmB+Qx0Bwj2vK146FDu8rjqYf2StKWTtaLII8BoHM7DhnrarrUzpHDJWlNRLx6lt3cZFv0sE9XZpvi8Yp+DozhMj42WcphuYw8QJdeLumGiLi3yXObVFuI7UFJD9q+WtLTJaV+QSzyGED1kMcVwPoT6NTWeYu6vg0u+rZJ0vK6x8dI2tzDPl1pOcUjIn6WzPn785nP67f1c1IAxURDR+eo+XBiqbYg2gttj9geVW0BoHVZFEUeA6gg8hgA8nWdpONsr0hGtZ0t6dKGfS6V9EbXnCTp/n7Wn5A6WyTzhPoHyWqez+7npL0q6h0qAJRfcpH7Ukm/V7ftXEmKiPMjYp3tb0v6kaRp1aaMrM24zMLkMYbXxOgupk0gV+QxAOQvIvbb/gNJl6t2m9ELI+LW+jyWdJlqtxi9U7XbjL6l3/POtgbF+yT9iaT5tnfql/NL9kla3e+JAaBIImK3pCMatp3f8Pijkj6aZV0SeYzB45bPKDLyGACKISIuU60JUb/t/LrPQ9LbB3nO2aZ4/O+IWCDpoxGxMCIWJB9HRESzBYsAACkgj5G1Xu6alOWdlqp8VyfkizwGgHR1MsXjT2y/RtIpqq3I+b2I+Fo/J7X9HklvS453i6S3RARXG0NuGN6xmxjdVcrFQjE0yGMgkXUes0YPGpDHkpbu3cFClwAGquUIijr/IOlc1YJyraRzbf9Drye0fbSkd0paGRFPVW0+y9m9Hg/V0Om7ZUW9gOTdPgwIeYyhxOgLlBB5DAAp6GQExamSnprML5Htz6oWxv2ed77thySNqs9bkSAbRf3lH6gQ8hilxf8hGDLkMR625JSz8i4BGBqdjKC4Q9J43ePlqq2a3JOI+Lmkv5G0QdIW1W5FckXjfrZX2V5je822PbzbAQAijwGgKDLP4/os3r59W6+nAkpp6d4deZeAjHTSoDhC0jrbV9q+UtJtkpbavtR2431Q27K9WNKrJK2QdJSkw22/vnG/iFgdESsjYuWS+dzurAoYdvtIvOOIBuQxABRD5nlcn8WLFy/p/ysAgALqZIrHBwd8zpdIujsitkqS7UskPV/S5wZ8HhREmr9k09RAxZDHAFAM5DEApKBtgyIirrL9OEnHRcS/254vaSQiHujxnBsknWR7VNIeSadLWtPjsQCgMshjACgG8hgA0tF2ioft/0fSxZL+T7LpGElf6/WEEXFtcrwbVFtMaI6k1b0eDwCqgjwGiospedVCHgPlxG1xi6+TKR5vl/RcSddKUkT8xPayfk4aER+S9KF+jgEAFUQeA0AxlCqPt85bxCKDAEqhk0Uy90bEvpkHtkckRXolAQBaII+RuQ07WRgVaII8BoAUdNKguMr2n6h2X+aXSvqypG+kWxYAoInC5PGypZvzOC0AFEVh8hgAhkknDYrzJG1VbT7c70m6TNIH0ixqNlwUD4fxsclZn+cdO6CpQuUxAFQYeYxCY60FlFUnd/GYtv01SV+bufURMAy4RSnKhjwG0sH/B+gWeQyUE2uxFF/LERSu+VPb90m6XdIdtrfaHvR9n4FS4AIWeSGPAaAYyGMASNdsUzzeLekFkp4TEUdExBJJz5P0AtvvyaI4VNv4QhoCQOLdIo+RE7IYOMi7RR4DQGpma1C8UdI5EXH3zIaIuEvS65PngIFotx4FAPIY+aJJATyMPAaAFM22BsUhEXFf48aI2Gr7kBRrArgYRkt7p+do4+7uFlHdN93JesCFRh4jE+Njk9qwa1neZaAkdj400lUe793vFKvJTCHyeCT2Z3UqAMjUbFft+3p8DngE7r4C9IU8xkCMj00ORR5PjO7KuwRUF3kMACmabQTF023vbLLdkrgHJABkhzwGgGIgjwEgRS0bFBExN8tCAADNkccAUAxlzWNurVg9/MxRVrONoAA6xrxlAAAAAMjeNRt+oY1jnU/hXPfz7SlW05/SrxwHAABQBMtHWeAZAIpk67xFeZeALtGgQGHkuegZF5UA8EvkMQAAyENpGhTDsOo48sOK7wAAABh2jBhA2ZWmQYFqGl9YzHfSeIcPQNUMYx6T5QAAFAsNCgAAAAAAkDsaFEBJME0FAAAMG26HCaAeDQqgTpZNAIYWA+jU+Nhk3iVkjqYsUB40GQAMCg0KFF5R5j1zsQwAkPj/ABgUGhsAGtGgAHrECAgAAACUHXf+QJHQoEAhVHH4MgAUEXkMAEB3aPIMDg0KFArDZgEA3WJEGwAAw4EGBbpSxnfWylgzAAwbshgAALRDgwKFsn73WN4lNMXIDgDIH1kMZIcFLAHkgQYFAEiyvcj2xbZvt73O9skt9nuO7QO2X5t1jUBZ0EhAP8hjAKiukbwLAICC+ISkb0fEa20fKmm0cQfbcyX9laTLsy4OQA3Nj0ogj4EMMVoGRcIICgCVZ3uhpBdJ+owkRcS+iNjRZNd3SPqKJCbTA0AKyGMA3eDuGcOHBgVKqd2K7SzGhibeZntN3cequueOlbRV0j/ZvtH2BbYPr3+x7aMl/bqk8zOsuZCWLd2cdwmYRZHyr0i1oDCOnCWLJfIYACottSketi+U9ApJkxHx1GTbEklfkjQhab2k34yI7WnVgGoa5AXxxOiuwi7cWVV798/Rhp2HdfWafQcsSRdExKdb7DIi6VmS3hER19r+hKTzJP3Pun0+LumPI+KA7a7rzhN5jDQtH53Sxt2d/ZscH5vsOVOZ2lE89+8d6SqPH9ovSdoSEafOsht5TB4DqLA0R1BcJOmMhm3nSfpuRBwn6bvJY1RY2u/E8u4dOrRJ0qaIuDZ5fLFqF8j1Vkr6ou31kl4r6VO2X51Zhf25SOQx2shqZAyNBrRBHpPHACostQZFRFwtaVvD5ldJ+mzy+WclvTqt86N4li3dPNAL4MZpHlz0olcRcY+kjbaPTzadLum2hn1WRMREREyodsH8+xHxtUwL7RF5jEadZnG76XTAoJHH5DE6w9oLGFZZ38XjMRGxRZIiYovtZRmfH+gajY/KeIekzycrxt8l6S22z5WkiBjGec7kMbo2vjCbhgW5W3nkMVLFXSuA4irsbUaTRZNWSdJRCx45X3XZ0s2a3HpU1mUBGFIRcZNqw4brNb0Qjog3p11PkbTLY5RfmtM7xscmtWEXv2+hc+Rxc/VZfPSRj825GmCwts5bROMIkrK/i8e9to+UpOTPlgsERMTqiFgZESuXzO9uQTwAQFvkMQAUQ0d5XJ/FRyxelGV9AHAQ20tsf8f2T5I/F7fY7z22b7W91vYXbLe9kMy6QXGppDcln79J0td7OQi3uCsmFqQESmUgeQxUAVNOkLKhzmPWSgCGUtvFfZNbQr9T0srkrkVzJZ3d7sCpNShsf0HSDyQdb3uT7bdK+oikl9r+iaSXJo8BACkijwGgGMhjAEOi08V9RyTNtz0iaVRS25EGqa1BERHntHjq9LTOiWJh3jFQDOQxyGOgGMhjAAWy0vaauserI2J1h69tu7hvRPzc9t9I2iBpj6QrIuKKdgcu7CKZQBksH53Sxt2zT6XiNn0AkD7yGEDelpxyVt4lsNBkRf1ww0O6be6+jvff9vOHJGlNRLy61T62/11SsxV539/JOZJ1KV4laYWkHZK+bPv1EfG52V5Hg2IIcYcTAAAAAECvIuIlrZ6zfa/tI5PRE60W932JpLsjYmvymkskPV/SrA2KrBfJBFLBAmZAcbGwcbWQxwCAbjHyo3Q6Wdx3g6STbI/atmpT2da1OzANChQGdwEBAAAAhgt3chlKTRf3tX2U7cskKSKulXSxpBsk3aJa76HtGhdDO8WDaQ7FkVfjgYYHkD6ytto6XdOBPAYAYHhExC/UZHHfiNgs6cy6xx+S9KFujs0IClQSC6UBqLqiTL0hjwGge0yJ6F79SA5GdRQXDQoAACqiKE0JAEB10ExBN2hQoHQa321jQTYAyB9ZDADoFSMaMIMGBQAgNbxjDwAAgE7RoAAAAAAAALmjQQH0iQXeAFTdTA7WT/PI484d5DEApI/pGEgTDQoAAAAAAJA7GhRIVSfvoC1buvnheer9LrKWxzt2AFAGnebjoPIYAACgWyN5FwBkafnolDbuPqy0x4e098Ac3f3A/K5eM3WAXizQjfGxSW3YtSzvMvpCHqdvx76RrvJ4/wGnWA2AMsvzVqRb5y3iVqgFwlU7AAAAAAADQLOjPzQogBKZbcg1w7GBamFKW2sslgkAQDnRoAAAoOQG1ayYWX8C/aFhjKrhrg4ABoUGBVBQXOCi6PhlFiCrAQAYJBoU6BnDiwEAAAAAg0KDAhgA5jsDQDGQx0C5MD0EQD0aFKgMhuECQHXRuAAAoPhoUCA3zF8HAAAAAMygQQEAQEqK0IhlvSAAAGqYUlR8NCgKqAgXtP3ighgAgPaYfgigTPgFH2mjQQEAAAAAAHJHgwKFw7tJAAAAAFA9I3kXAPRiYnSX1u8ey7uMUuB7BSBN/WQMd9YAAKB/m++Yo/u2ze14/70/73zfrDGCAqXFSAsAQJnw/xYAALOjQYFS42IPALLHyAcAg7J07468S0AX+HkhbTQoAAAAAACFwh1Dqim1BoXtC21P2l5bt+2jtm+3/SPbX7W9KK3zA0XDaA/khTwGDkYeIy/kMbLGL/komzRHUFwk6YyGbd+R9NSIOFHSjyW9L8XzAw8bH5vMuwQUnO31tm+xfZPtNU2e/53k4vFHtr9v++l51Nmji0QeAygJ8pg8BlBdqTUoIuJqSdsatl0REfuThz+UdExa5y+qZUs3510CUsKc7KHwKxHxjIhY2eS5uyWdmlxAfljS6mxL613aeUyuoRFNYQwAeQwAFZTnGhS/K+nf0jgwF8sABi0ivh8R25OHw3YBmVoeA8CgkcdANbAgZzXl0qCw/X5J+yV9fpZ9VtleY3vNtj28M43sMUd56LxtJlOSj1UNz4ekK2xf3+S5Rm/VkFxAksfoR1Y5SR4PlSPbZLFEHjfN4/os/sX2HZnWhuHAehQog5GsT2j7TZJeIen0iIhW+0XEaiVD9p72mKUt9wMGbWJ0l9bvHut4X0kd74/+7daUbp2+s6vX7NFeSbogIj49y24viIjNtpdJ+o7t25OhuAex/SuqXRCf0lURBUQeY5iQx9nbGts01UUeT0/vk6QtEXFqm13J4ybqs/jpJzyZLEbXehmRsHXeIkYyIFOZjqCwfYakP5b0yojYneW5gdlMjO7iHbqKi4jNyZ+Tkr4q6bmN+9g+UdIFkl4VEb/ItsLBIo9RVGQxyOPy4RfY4cXPFllL8zajX5D0A0nH295k+62SPilpgWrd8Jtsn5/W+VFuWS04mfWFMBfexWT7cNsLZj6X9DJJaxv2GZd0iaQ3RMSPs6+yd0XJY9YHKqcs8jiPbCSPi4k85voY6AYNlOGT2hSPiDinyebPpHU+DIfxsUlt2LWs59dmqZ+LW+74UTiPkfRV21ItF/8lIr5t+1xJiojzJX1Q0hGSPpXst7/F6vKFQx6jF+Njk6WYLtHNtLxmyOPCIY8BoMIyX4MCAIomIu6S9PQm28+v+/xtkt6WZV1A3vr95b+X86HayGMAqLY8bzMKAAAqiEYEAGSDKRAom6FvUDDnuXdZT5kY5M+KnzsA9G5QGbps6WbyGAAAdGzoGxQAAKB4Gtd+YFQFAACgQYGhU6R361h8DQAAAAA6Q4MCGDCaEqiiIjUGUT2tRl+QxxhW+80696iGrfMW5V0CMjbUDQoumAEge2QvAAAAejHUDQoAAFAsWS/ADABVxMgDlBUNCpQKw3WBcmJURbayaAKQxwCAtHGb1OqhQYHK4aIaANAp7i6CouIXN8yGvx8oKxoUSB3vnAIAAADoBtNUisv262zfanva9spZ9ltk+2Lbt9teZ/vkdsemQQEAGBgakhgkRi8AAFBIayW9RtLVbfb7hKRvR8STJD1d0rp2By51g4IL4WpgSgYA5I8sBoDhxWgFdCMi1kXEHbPtY3uhpBdJ+kzymn0RsaPdsUvdoMDw44IYAAAAQDM0Vvqy0vaauo9VAz7+sZK2Svon2zfavsD24e1eNDLgIoDCWLZ0sya3HtX3ccbHJrVh17IBVFQzMbpL63ePDex4AFB0g8jjQWcxAADDYnTDlZr/ix93vL/vv0v3S2si4tUt97H/XdJjmzz1/oj4egenGZH0LEnviIhrbX9C0nmS/me7FwEAALSV5qi29bvHWHMCKCHuFtHc1nmL+N6g1CLiJX0eYpOkTRFxbfL4YtUaFLMamikerEcBAAAAAOmi8YJORMQ9kjbaPj7ZdLqk29q9bmgaFKi28bHJvEsAgIel2TQvYt7Vj3woYn0AAGBwbP+67U2STpb0LduXJ9uPsn1Z3a7vkPR52z+S9AxJf9nu2EzxQOGMj022XaOBucjVtX96l36x57quXwMMkyI1Acjj6tr90Gbt6yKPY3p/itUAALISEV+V9NUm2zdLOrPu8U2SVnZzbEZQoLCKfAcP5kkDAABgmHBHDBQBDYoMsU4GAAAAAADN0aAAAAAAAAC5o0GBgcpiXnSW0yuKNM8bGEaMLEsP+QUAAMqmkg0KLogBAAAApIVbcQK9qWSDAvmjSQQAB2sc8UBOPhKjQgAAg0YzqVhoUCBzRbno5k4cAFCcTAYAAKBBgdLq5J00LrwBAAAAoByGokHBL6EAUA7kNQAAAFoZigYFAAAAAAAoNxoUQEqWj07lXQKAWTCaozrIYwAAyiG1BoXtC21P2l7b5Lk/sh22H53W+YE8ZX0xzIKfmA15jLRwVw2gO+QxAMwuzREUF0k6o3Gj7eWSXippQ4rnBgD80kUij4FM0DBGGxeJPAaAllJrUETE1ZK2NXnq7yT9D0mR1rmBbjS7mOQCE8OEPEaZkccYJuQxAMwu0zUobL9S0s8j4uYO9l1le43tNdv2MHcUAAaJPEbaWOMD6EyneVyfxdu3N+txAED5ZdagsD0q6f2SPtjJ/hGxOiJWRsTKJfMPS7c4AKgQ8hgAiqGbPK7P4sWLl6RfHCpl6d4deZcASMp2BMXjJa2QdLPt9ZKOkXSD7cdmWMPDeGcHQIWRxwBQDIXKYwDIW2YNioi4JSKWRcRERExI2iTpWRFxT9rn5uK3taKtwN7vzyqrn/X63WOpHp851/mwPdf2jba/2eQ52/5723fa/pHtZ+VR4yDkmccol5n/I7hNJ7JGHpPHAKopzduMfkHSDyQdb3uT7bemdS4AGJB3SVrX4rmXSzou+Vgl6dNZFdUv8hhACZHHAAZi67xFeZeALoykdeCIOKfN8xNpnRvF0euIhonRXamPUgDq2T5G0lmS/kLSe5vs8ipJ/xwRIemHthfZPjIitmRZZy/IY0j5jyZctnSzJrcelWsNKAfyGKi2rfMWsSZGhWV6F4+iyftiDUDXpjW9X7Vr0s5EhDR9oPba2X1ctVu8tdrvaEkb6x5vSrYBQBVN6cBD3b1i/0O117X3cZHHANCpqen9e7t6wfSBKamzPM5caiMoAGDQIuKhOQuX6sD2uzTn8Ed19JrpB3dI8w6T9u56q+1VdU+tjojVkmT7FZImI+J626e1OJSbldR59ZgN764DpXPV9IP36cDue+S5nV1OHrhvoyTdZXtN3eaHs1gijwGgBxdtu/eH58WBfbKbxePBIkLbJ2+QpM+nXlkPaFAAJVTlRTTjgfuOjX177vLowrYhHBGa3n6PtPfBiYj4maTVLXZ9gaRX2j5T0mGSFtr+XES8vm6fTZKW1z0+RhLDsEoqzRF0jM5DFUTE/rnLVmh6x72ae0T7wQuxf59iapckvT0iZhvRRh4DQBci4o75hx+pfXu3a95h7W9BPLVnUofOW6SH9u0s5LS4oZriwUUhMPwi4m4fOl+xe2f7fXffL8+br6Q5Mdsx3xcRxyRzf8+W9B8NF8OSdKmkNyarx58k6f4yzHcuIrIaGA7TW9cfErvvVxzY337fHfdqzqLHqk1zgjwG0BXWqqiZ2n3Pkx584O6206AjQg8+8DPt3rWxsMNWh6pBUXVc9JdPlUdC9CMeuO/Y6e1bZg3hmdETsfO+iV7PY/tc2+cmDy+TdJekOyX9o6Tf7/W4w6oxg8gklAVZ3JuI2D/nUY/R9I57Z98vGT0xfe9dc3s9F3kMAK1FxB1z5h6mfXu3z7rfzOiJIjd1h26KBxfENcznbo67gwyHiLh7zsKlit075RZrUcyMnpie2jXr6Ikmx75S0pXJ5+fXbQ9Jb++56Iohi1E2/P/Qm+mt6w/RofMfikWPabkWxczoiQP3/LTdYsUHIY9bG4n2o1YAZKcIIzmmdt/zpOkDU7cfOm9x02nQM6Mn9j/0QKF/SSz9CAougoFqmm0UxSBGTwAA2ms3imIQoycAAO21G0VRhtET0hA0KFBt42OTeZcwcAw17sxsa1F0uvYEgMEZH5scukwmjzsz21oUna49AQC92DpvUd4lFEqrtSjKsPbEjMo0KBhpAQyfZqMoGD0BANlqNYqC0RMAkK1WoyjKMnpCqlCDAsOr03fsBvnOHu+qFUOzURSMngCyN2wjJ9C9ZqMoGD0BANlrHEVRptETEg0KACVXP4qC0RPA4DDyEN1oHEXB6AkAWSjC4pRF0ziKokyjJyQaFABKrn4UBaMngO500oRgxBg6VT+KgtETAJCf+lEUZRo9IdGgADAEZkZRMHoCKK+0GiHLR6dSOS4e6eFRFL/YxOgJIAUsCIlOzYyi2LnjjlKNnpBoUAAYAhFxt+fNZ/QEAORseuv6Q2JqF6MnACBnU7vvedLU7ntLNXpCktx4C5Iisv2ApDvyrkPSoyXdl3cRoo5G1HGwMtTxuIhYmmUxGAzy+BGo42DUcbAy1EEelxBZ3FRRaqGOg1HHwcjjNkbyLqBDd0TEyryLsL2GOqiDOspVBwaOPKYO6qAO5I8sblCUWqiDOspQR5ExxQMAAAAAAOSOBgUAAAAAAMhdWRoUq/MuIEEdB6OOg1HHwYpSBwarKD9X6jgYdRyMOg5WlDowOEX5mRalDqk4tVDHwajjYEWpo7BKsUgmAAAAAAAYbmUZQQEAAAAAAIYYDQoAAAAAAJC7QjcobJ9h+w7bd9o+L4PzXWh70vbaum1LbH/H9k+SPxfXPfe+pLY7bP/qgGpYbvs/ba+zfavtd+VUx2G2/9v2zUkdf5ZHHXXHnmv7RtvfzLmO9bZvsX2T7TV51WJ7ke2Lbd+e/F05OYe/I8cn34eZj522353XzwbpyjKPi5DFyXHJ4+b15J7HZPFBNZDFFUMek8d1xyaPf3lc8nhYREQhPyTNlfRTScdKOlTSzZKekvI5XyTpWZLW1m37a0nnJZ+fJ+mvks+fktQ0T9KKpNa5A6jhSEnPSj5fIOnHybmyrsOSxpLPD5F0raSTsq6jrp73SvoXSd/M4+dSV8d6SY9u2JZ5LZI+K+ltyeeHSlqU1/ckOcdcSfdIelyedfCRzocyzmMVIIuTY5PHzevJPY9FFs/2b5UsHuIPkccSeVxfD3n8y3OSx0PykXsBs/xQT5Z0ed3j90l6XwbnndDBIXyHpCOTz4+UdEezeiRdLunkFOr5uqSX5lmHpFFJN0h6Xh51SDpG0nclvbgugHP5frQI4UxrkbRQ0t1KFrktwt9VSS+T9F9518FHOh955HHRsjg5NnlckDwmi1vWRBYP+Qd5/PCxyWPyuP585PEQfRR5isfRkjbWPd6UbMvaYyJiiyQlfy5Ltqden+0JSc9UrTubeR3JsLGbJE1K+k5E5FKHpI9L+h+Spuu25fVzCUlX2L7e9qqcajlW0lZJ/5QM67vA9uE51FHvbElfSD7Psw6kowg/u1z/XpHHD/u4ipHHZHFzZPHwK8LPjzwmj+uRx82Rxz0qcoPCTbZF5lW0lmp9tsckfUXSuyNiZx51RMSBiHiGah3a59p+atZ12H6FpMmIuL7Tl6RRR50XRMSzJL1c0tttvyiHWkZUG2756Yh4pqQHVRsulnUdtYPbh0p6paQvt9s1zTqQqiL/7FKvjTxODlqsPCaLGw9OFldFkX9+5HFGdZDHj0AeD5EiNyg2SVpe9/gYSZtzqONe20dKUvLnZLI9tfpsH6Ja+H4+Ii7Jq44ZEbFD0pWSzsihjhdIeqXt9ZK+KOnFtj+XQx2SpIjYnPw5Kemrkp6bQy2bJG1KOvaSdLFqoZzX35GXS7ohIu5NHuf2dxWpKcLPLpe/V+TxQQqTx2RxU2RxNRTh50ceizyeQR43RR73ocgNiuskHWd7RdKFOlvSpTnUcamkNyWfv0m1OW8z28+2Pc/2CknHSfrvfk9m25I+I2ldRHwsxzqW2l6UfD5f0ksk3Z51HRHxvog4JiImVPs78B8R8fqs65Ak24fbXjDzuWpzy9ZmXUtE3CNpo+3jk02nS7ot6zrqnKNfDmGbOV8edSA9RcjjPP7Nk8d1ipLHZHFLZHE1kMfkMXncgDweMnksfNHph6QzVVul96eS3p/B+b4gaYukh1TraL1V0hGqLUDzk+TPJXX7vz+p7Q5JLx9QDaeoNrTnR5JuSj7OzKGOEyXdmNSxVtIHk+2Z1tFQ02n65SJAmdeh2vy2m5OPW2f+TuZUyzMkrUl+Pl+TtDinOkYl/ULSo+q25fZ3hI/0PrLM4yJkcXJc8rh1TbnlMVnctA6yuEIf5DF53FATeRzk8TB9OPnGAAAAAAAA5KbIUzwAAAAAAEBF0KAAAAAAAAC5o0EBAAAAAAByR4MCAAAAAADkjgYFAAAAAADIHQ2KjNk+YPsm27favtn2e23PSZ5bafvvZ3nthO3fzq7aztheb/vRKR7/oK/b9pttf7LLY1xpe+Xgq3vEeU6zfb/ty+oef7OP433e9jbbrx1clQAk8rjH45PH5DEwcORxT8cnj8njoUSDInt7IuIZEXGCpJeqdg/nD0lSRKyJiHfO8toJSYUL4AxMqFxf9/ci4sxBHCgifkfSpYM4FoBHII+7N6Fyfd3kMVAO5HH3JlSur5s8RkdoUOQoIiYlrZL0B655uJto+9Skk3yT7RttL5D0EUkvTLa9J+mcfs/2DcnH85PXnpZ0RC+2fXvSZXTy3HNsfz/pTv+37QW259r+qO3rbP/I9u81q9f212xfn3S3V7XY57221yYf7062TdheZ/sfk9deYXt+XT0/sv2DpIa1TQ570NedbDvK9rdt/8T2X9ed/9O21yTn+bMm9f2m7Y8ln7/L9l3J54+3fU3y+bNtX5V8rZfbPrKLWltKXn+j7WNt/6ntzybfi/W2X2P7r23fknxdh3RzbAD9IY/JY/IYKAbymDwmjysuIvjI8EPSribbtkt6jKTTJH0z2fYNSS9IPh+TNFL/fLJ9VNJhyefHSVqTfH6apPslHaNaE+oHkk6RdKikuyQ9J9lvYXLcVZI+kGybJ2mNpBVN6lyS/Dlf0lpJRySP10t6tKRnS7pF0uFJzbdKeqZqHd79kp6R7P+vkl6ffL5W0vOTzz8iaW2T8zZ+3W9Ovo5HSTpM0s8kLW+oca6kKyWdmDy+UtJKSY+VdF2y7WJJ10k6WtKbJP1vSYdI+r6kpck+vyXpwj5qPU3SNyU9X9L1ksaT7X8q6ZrkfE+XtFvSy5Pnvirp1XXHuEjSa/P+u8sHH8P2IfJYIo8l8pgPPnL/EHkskccSecxHBCMoCsJNtv2XpI/ZfqekRRGxv8k+h0j6R9u3SPqypKfUPfffEbEpIqYl3aRaCB4vaUtEXCdJEbEzOe7LJL3R9k2SrpV0hGqB3uidtm+W9ENJy5vsc4qkr0bEgxGxS9Ilkl6YPHd3RNyUfH69pAnbiyQtiIjvJ9v/pck5W/luRNwfEVOSbpP0uGT7b9q+QdKNkk7Qwd8TRcQ9ksaSjvvy5JwvSur8nmrfo6dK+k7y/fiApGP6rPXJklZL+rWI2FC3/d8i4iHV/tOaK+nbyfZbVPt5AcgeeVxDHteQx0B+yOMa8riGPK6IkbwLqDrbx0o6IGlStX+okqSI+Ijtb6k2B++Htl/S5OXvkXSvah3GOZKm6p7bW/f5AdV+1pYUzcqQ9I6IuHyWOk+T9BJJJ0fEbttXqtadbTxOK431zG+zfzuP+Ppsr5D0R6p1wLfbvqhJjVKtY/4WSXeoFrq/K+lkSX8oaVzSrRFxcv0LbC/uo9YtSR3PlLS58WuIiGnbD0XEzM9mWvzbBDJHHveMPAYwUORxz8hjlB4jKHJke6mk8yV9su4f38xzj4+IWyLir1QbUvYkSQ9IWlC326NU6/hOS3qDal3G2dyu2ty05yTnWGB7RNLlkv7fmXldtp9o+/CG1z5K0vYkfJ8k6aQmx79a0qttjyav/3XVAq6piNgu6QHbM8c6u8WujV93KwslPSjpftuPkfTyFvtdrVpQX61aJ/lXJO2NiPtVC+Wltk+WJNuH2D6hi1qb2SHpLEl/mfxHBqBgyGPyGEAxkMfkMaqNLlT25idDow5Rbd7Z/5X0sSb7vdv2r6jW/bxN0r+p1jncnwwju0jSpyR9xfbrJP2nauHTUkTss/1bkv4/1xbh2aNa1/cC1YZM3WDbkrZKenXDy78t6VzbP1ItpH7Y5Pg3JF3Z/042XRARN9qemKWst6o2DO9B1ebB3d9knx81fN3bW3x9N9u+UbW5fXepNgywme+pNnzt6og4YHujav85zXyPXivp720/SrV/Ix9PjtlJrU1FxL22f03Sv9n+3U5fByBV5PHByGMAeSGPD0Yeo7Lc0JgEMmV7LJmPJ9vnSToyIt6Vc1lNdVJr0gH+o4h4xQDPe5FqCwtdPKhjAkAj8rij814k8hhAysjjjs57kcjjocQUD+TtLNduj7RWtYV4/jzvgmbRSa37JD3V9mWDOKHtz0s6VQfPnwSANJDHsyCPAWSIPJ4FeTzcGEEBAAAAAAByxwgKAAAAAACQOxoUAAAAAAAgdzQoAAAAAABA7mhQAAAAAACA3NGgAAAAAAAAufv/AeVoiIlxB/uiAAAAAElFTkSuQmCC\n", "text/plain": [ "<Figure size 1080x360 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = thalweg_plots(tracer, file, cmap, cdiff, vmax, vmin, dvmax, maxdepth=15)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Nitrate" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 1080x504 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tracer = 'nitrate'\n", "file = 'ptrc'\n", "month = '02'\n", "cmap = cm.rain\n", "cdiff = cm.balance\n", "vmax = 30\n", "vmin = 5\n", "dvmax = 5\n", "fig = surface_plots(tracer, file, month, cmap, cdiff, vmax, vmin, dvmax)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "30.117854110346975 30.117855508740693\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 720x360 with 2 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = profiles(tracer, file)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 1080x360 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = thalweg_plots(tracer, file, cmap, cdiff, vmax, vmin, dvmax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Diatoms" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 1080x504 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tracer = 'diatoms'\n", "file = 'ptrc'\n", "month = '03'\n", "cmap = cm.algae\n", "cdiff = cm.balance\n", "vmax = 1\n", "vmin = 0\n", "dvmax = 0.2\n", "fig = surface_plots(tracer, file, month, cmap, cdiff, vmax, vmin, dvmax)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.11132826308211242 0.11132477330024702\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 720x360 with 2 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = profiles(tracer, file)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 1080x360 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = thalweg_plots(tracer, file, cmap, cdiff, vmax, vmin, dvmax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Microzooplankton" ] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 1080x504 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tracer = 'microzooplankton'\n", "file = 'ptrc'\n", "month = '04'\n", "cmap = cm.matter\n", "cmap.set_bad('#8b7765')\n", "cb1 = \"Microzooplankton (uM N)\"\n", "cdiff = cm.balance\n", "cdiff.set_bad('#8b7765')\n", "cb2 = 'Microzooplankton (uM N)'\n", "vmax = 1\n", "vmin = 0\n", "dvmax = 0.2\n", "fig = surface_plots(tracer, file, month, cmap, cdiff, vmax, vmin, dvmax)" ] }, { "cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.19257068767311925 0.19255096759782822\n" ] }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAlYAAAE8CAYAAAACIv++AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Il7ecAAAACXBIWXMAAAsTAAALEwEAmpwYAABF4klEQVR4nO3deXxU9b3/8dcnOyEBsgGBAAkIIigiIFUEpO6KFetWV9R66621rVq76G1vW29rf97WXnu9ar3cWuu+a3GpdVfQqhUVFzZB1rBlYUlC9pnv748zgQAJCWQmZ87k/Xw8xnPmzDmTz5nA8Pb7/Z7vMeccIiIiItJ1SX4XICIiIpIoFKxEREREokTBSkRERCRKFKxEREREokTBSkRERCRKFKxEREREoiTF7wIA8vPzXXFxsd9liEg3+vDDDyuccwV+1xEN+g4T6Vn29f0VF8GquLiYBQsW+F2GiHQjM1vjdw3Rou8wkZ5lX99f6goUERERiRIFKxEREZEoUbASERERiZK4GGPVlqamJkpLS6mvr/e7lJjJyMigqKiI1NRUv0sRERGRKIjbYFVaWkp2djbFxcWYmd/lRJ1zjsrKSkpLSykpKfG7HBEREYmCuO0KrK+vJy8vLyFDFYCZkZeXl9AtciIiIj1NzIKVmZ1iZsvMbIWZ3XCA7xHtsuJKop+fSFBF4/tLRHqmmAQrM0sG7gROBcYAF5jZmFj8rFgrLS1l1qxZjBw5khEjRnDNNdfQ2NjIm2++yemnn97mMcXFxVRUVHRzpSISDYn0/SUi3S9WLVaTgRXOuZXOuUbgUWBWjH5WzDjnOOusszjzzDNZvnw5X3zxBTU1Nfz0pz/1uzQRiZ2E+P4SEX/EavD6YGBdq+elwFdi9LNi5vXXXycjI4PLL78cgOTkZG677TZKSkr46le/unO/yspKLrjgAsrLy5k8eTLOOb9KFompZ199kx1fvkP60EkUjTqCsUW59E6P22tgDlRCfH8dsHAYmuu9R1Ndx8uCg2HoUX5XHSjFN7wAwOpbZvpcicRCrL4R2xo8tFvaMLMrgSsBhg4dGqMyumbRokVMnDhxt219+vRh6NChrFixYue2m266ialTp/Lzn/+cF154gTlz5nR3qSLdom7R37hg6//CRqh/L5VFrphVmeNoLjqaicedxchBeX6XGA0dfn+Bz99h4TCEmyHcFFmGINSy3sYj1Pp5EzRUw7r3Yc27sKM8EpLqobkOQo37V8vkKxWsRFqJVbAqBYa0el4EbGi9g3NuDjAHYNKkSfts4mlJ99HW0f8tOOfaHGC+5/Z58+bx9NNPAzBz5kxycnKiW6hInDjsnH/j2SWnsWPNhyRtXMi4xoWcU/8UrHiKVV/8jhXfeZ+DBgb+z3+H31+wf99hO63/EP7vuPZft2RISgYMLMlbtyRwDlyr8LR3ztt/yWlQdKQXilIyvEdqBqT06niZkg6pvbxjMvp2vRaRBBKrYPUBMNLMSoD1wPnAhTH6WTEzduxYnnrqqd22VVVVsW7dOkaMGLHbdl3hJ4muoqaBzeXl1FWsJrVyGSMbF3Gw7eoxSzLHxi1bEyFYxe77q7lh36+7EIRCUflRgBeeUjMhrTekZ0NaFqRnQa8cGDwRMvrtCkipvXZf33OZlApJcTtDj0jciEmwcs41m9l3gZeAZODPzrlFB/p+fvVDH3/88dxwww3cf//9zJ49m1AoxPXXX89ll11GZmbmzv2mT5/OQw89xM9+9jNefPFFtm7d6ku9ItFUXd/EvH9+RNXS18gu+4iDGxfz1aT1ADS7JBYykiezLiBUOJGcg45kzMiRTMnL7OBd41+0v792M2wK/HJ7yw+ChirYUQG1ld6yscYLX6FGr3UqFFlvbtzHtlaPndsavH2bG3Yds32919UXbvZ+/qJn9r9+S/bCWnIaJKdElqneMil113py6/U0r+Ut1BQZu9UQGaPV4NXTFBnPddKvYMLsqHzMIn6K2ahT59zfgL/F6v27g5nxzDPP8J3vfIdf/epXhMNhTjvtNH7zm9/w7rvv7tzvF7/4BRdccAETJkzg2GOPjdsxYyL7UtPQzMqyalYuXkD9stcZXvkGM20JANtdJgvtYD7OPoFw0ZEMPGQKkw4exqTEG7gOdNP3l5nXjZbRF/JGdLx/tISaWwWadpZNtbsPUm+u945rCXDhVuuhpsijcdcyHNm2al7n63r2e1C9qVUrWSZk9IHe/SGrwFumZ8XucxGJksT8VoyiIUOG8Nxzz+21fcaMGcyYMQOAvLw8Xn755Z2v3Xbbbd1VnkinOefYVtvEui072LhhHdUbV9BcsZLkbSvps2MNhaH1lNgmxlkdAF+6Qh7Lnk36YWdw0NhJHFPYl5RkdQUFXnIKJGd7XYOxtvod+Mtpnd//jZs7t1/hePjXtw6oJJFYU7ASSRDOOcqrG1i3ZQcVG9dSs/lLmirXklRVSkbtBvo0bmagK+cgK2Oc7RrrE3bGepfPKgbxWvpY6nIPIXvMiUwYN45v9Ovl4xlJ4BUfs6vrszNCTbtayRp3QP1276rFmjKY+51d+21cCL/cY9D8hU/AqJOiUrZIVyhYiQREfVOIDdvq2FC5jW2b11Bbvpbw1nUkVW8go24jOQ0bGUQZh1oF6da027FbXRYbXB4bbABLMibQkD0Eckro1X8EOUUjKRmQyzH9epGcpIswxEctY7Pos/drxcfAor96A/H/9sO9X3/43FZjvVJajflK3bW+17aW/dL2cUyKt+w/FsaeGalPpH0KViJxor4pxPptdayv2Ma2DSuoL19NeOsaUqpLya7bQH5oM4Otgqm298URW1wWpRSwMmkYn/SaQmNWEZYzjIyCYvr0L2Fg/3yK+vViTEaKrmCVYMophqnXeutJKbB4LvQZDH0GeWEn1LRrbFd76+HmVuPAmqGxdtdrTXVeK1njDu8igramtHj6X+Do78JJv/bGyIm0QcFKpJtU1TdRuqWOTeXlVG1aSUPlGtzWdaTWrCerfgP5oTKKrJzptm2345pcMhtcHuspYEHKBOoyC2nOHkxyvyH0yh9GnwHDGJiXy/CcXoxL0MHkIruZdLn3aBEOwxOXwpJnd9/Pkr1B8K2nkgg3Ra6ebGi1bKDTc4O9ewccdi4MGh+ts5EEo29hkShwzlFV18y6LTvYVLaZ6k1f0lC5GratI6OmlOyGjQwMlzHYKhhjO3Y7ttEls3FncJpIbeZgmvsOJSW3mN79i8kvLKYoL4uv9MlQV51IW1xo71DVsr2x2nu0JTXTmzk+JX3X1BAt6ynpkJwOKWm7L9N6K1TJPilYiXTS9rom1m2pZdPmzVRt+pLGilXYtrWk15TSt2EjA10ZQ62cQyNX1bXY4dIpdQVstAJWpI2hvvdgwn2GkJo7lKz+JeQVDmFwTm8FJ5H90bjDm56hehNUb4STbvaWW1ZC2RLYupq2W6EMehdAn0I48lsw4ZJuLlwSnYLVPpgZP/jBD/j9738PwK233kpNTQ2//OUv/S1MYqKxOcyGbXWUVmxly/oV1JWtxG1ZTXr1WrLrN1AY3hQJTrW7HVfjMljnCtho/VmWPo6G3oMJ9xtKet4wsgeOoH//QopyMxnVO03jm0Q6o3EHbPrMC0otwWm35SZvctU9pWRAdiFkD4TBE7z1PoO9EJU9yFtmDfRan0RiRMFqH9LT03n66ae58cYbyc/P97sciYL6phCrK3dQWlrKttKlNJevILlqLb13lJLfvJEiK2MKW0myXf+n2+BSWecKWG8DWJE+lvreQ3D9hpCeV0L2wOEMGDCIotxMRmemKjiJRMPc78Kipzu/vyV5Aap3QeS+h2leONu2Fmo2Q1lLt15Gq6699Fbdfhl7rEeWLV2AKRm7ugd3dhGmR+7rKLI7Bat9SElJ4corr+S2227j5pt3n7iuvLycb3/726xduxaAP/zhDxxzzDEcdthhzJ8/n759+5Kfn89tt93G7NmzueSSS7j00ks54YQT/DiVHqUpFKZ0ax1rN26mct0yGjcvI3nrSrJqVjOg2ZsEc7TV7HbMRpdLKQV8kjyOdzKLaO47jNS8ErILDyK/cChD87IYkaUWJ5FucdKvYPTMyG166ncfZN7csPv6zueRfUON3tV+tVsix7exT7ip4xo6IymlnZC272B2U8pGGkiD1z7cj5DXcnw7IU/fTXFDwaoDV199NePGjePHP/7xbtuvueYarrvuOqZOncratWs5+eSTWbJkCccccwzvvPMOw4YNY/jw4cyfP5/Zs2fz3nvv8cc//tGns0g8zjk2bq9n9eatVKz7grpNy6DySzKrV1PQuI5i28ixe0xLsMHlsoaBzE89hrrsEsgbTsbAUeQOHklRQQ6H9+tFWopmFhfxXd8iOOyc2L1/OLwrnO0V3toKci37tBPkmhv2WG+1T30VhMp3e68zkqtJowneeWnXvRu7KnmPlriUyED7tKzIsmV9z+et1tOz9t6e2ls3395PwQhWL97g9bdH08DD4NRbOtytT58+zJ49m9tvv51evXbNQv3qq6+yePHinc+rqqqorq5m2rRpzJs3j2HDhnHVVVcxZ84c1q9fT25uLllZus/VgWhoDrF8UzWrVy6levXHpJR9Tk7NFxwUXsNXrIzkVt12W1wWqyjko+Tx1GQVE84dTsaAUeQMGc2wgQUcmdNLt2UR6emSkiApMgWDD4644QUAVt8yE8KhvVvhWoe95vr9C3It+7fc87GxBuq2wvZSr3u0odrbtj+BLjWznWC2RwhL7yC4tX6ewN2owQhWPrv22muZMGECl1++a96UcDjMu+++u1vYApg+fTp33nkna9eu5eabb+aZZ57hySefZNq0ad1ddiBV1jSwtLSCTV9+TGPpJ2RULmFw/XJG29qdg8bDzljlBrI8qYQFvY+jud9wUgaMJKdoNEWDihibl8nE1MT9SysiCSQpGdIygczu/bnNjV7A2jkp6o7I1BStJkltvd6wx/P67VC1YffjQo2d//kpvfYOYG21mO1Pi1tyfESa+KiiI51oWYql3NxczjvvPO655x6++c1vAnDSSSdxxx138KMf/QiAhQsXMn78eIYMGUJFRQWNjY0MHz6cqVOncuutt3LHHXf4eQpxJxR2rK7cwYpVq9i28iPcps/pW7WUkuZVfMXWk2JhwJuqYClDeTNtOjtyDiF18OEUHHQEo4cM5ITsdI15EhE5EClpkJILmbnRe8/mRmjasXc42xnKatoIbq2WDdXeFZ+tjws1dPxzd55Txj4CWVvL1qEuG4YeHZVwFoxgFQeuv/763cLR7bffvnP8VXNzM9OnT+fuu+8G4Ctf+QqhUAiAadOmceONNzJ16lRf6o4HTaEwn63bwroVn7Nj7ULSyj+nf+1yDmY1J7eaZXyDy+ULK+bzrGNoLhhL76FHMOSgsYwZ2JeJaWqBEhGJaylp3qNXzr73c25Xd2dTfaTbsz5yA+4GaI4sm+q8kFVbCTsqvAsSaitaPa/cfdqNlveprTyw+k/9HXzlygM7thUFq32oqdl15diAAQOord01f1F+fj6PPfZYm8c98MADO9enTJlCOByOXZFxKBx2LNm4jaUL36NxxRsM2vJPJrKECVYPeLdoWeEG82HKeKr7jcYKDyO3ZAIHFQ9jem4mSZokU0Qk9pzz7pPY3DrcdBB0Wp633u9AjuvsLYTasvOKyQzI6AepkSspU3p5y5bbF6VkRF7L2ON56/0ix6X2guLoNIAoWEmXOedYXbGDTz/9iNqlr5Ff/h4T3eeMjUxp8KUr5LX0r1JbMJ6MIeMZOGIchxTlc0imJukTEQEg1LxHEGkjsOx83kZg2ddx+wo6rgv/45+UEgklbYWXDMjMb/+1lIzdg81eQWfP41pey4j7ge8KVnJANm2v56PPF7Ft0av03fQuR4Q+YZZtAbwuvXeTj2R74RRyxh7HEWMPZVbfDJ8rFhHphHCo84FlZ2jZVwjae/21tEoyrBF++71d7+9CB16zJe87lGTmdtCC0zq8dDIEpWTEzWDxeKNPRTplW20jCxavoPzz18hc/w6HNizktKSNgDfFwYKkw3gr/yh6H3Ic4w6bwGn5vTWwXEQOXDjcdniJWndVOy1BXZlXypL23fqS0RdSBrBoQzYN4VTOHTNyP1tt2gk6CjhxJa5/G865hP7H2bku9DHHWG1jMx9+sY71n75O6tq3Obj2I46zNSSZo8Zl8KEdwgc5s0gbOYPRhx/NCYV9NTZKRDpny0p48SdQt639oLM/l+7vxdoJLJFQkp7d6vY3+xh3s79BJymlUzOgfz8yj9W5p8/swjlKvIrbYJWRkUFlZSV5eXkJGa6cc1RWVpKRER9dZM45FpVWsvj9V7FVb1FS/SFH2QpSLUSDS+FjRvFEn0tIGn4sw8dPY8rQAlI10aaIHIhw2JuRvGq9d3l9R91gluzNxp5TDLklkFPirfcb4l0uv2dASk7VLV7EN3EbrIqKiigtLaW8vNzvUmImIyODoqIiX2vYvL2Ot+e/RtKnjzK94U0OtWpCzviM4czNPIvm4ukMHfdVjhgxiKM05YGIREP+QXDFS956OORdHl+90QtZ7S23rYVta2DVW7vex5Kgd3/IHgjZhe0vM/N0WxbpNnEbrFJTUykpKfG7jIRU1xjirY8+Y9t7D3LElr9zdtI6GlwKbyUdScWwrzHw8BOZOLqE8b1S/S5VRBJdUjJk9fcehYe3v1+oGXaUtR+8tpdC6QfePEd7/YwUyBoYCVr7CGG9ctTSJV0Wt8FKoss5xwfLN7Bi3mMMWTeXE/mEZHN8xEgeyr+OQVMvZMahB+kmxCISn5JToM8g77EvzY1Qs7n91q/KL2H121C/rY2fkQ7ZA/bd+pU9ENL7KIBJuxSsEtzaih28+9YLZC5+jGOb32Gy1VFKPk/1Po+0CRdy7NFTmNBb80mJSIJISfPGXvUbsu/9muoiYaudALZ5Max43bsP3p5SMzvufswe6N0qRXocBasEVFXfxFvvfUDtgoc4quplvpFUxg6XzpvJU6g6+ByOnPE1zhvQ1+8yRUT8k9rLGwif28GQk4aaSAtYO12QGz6Gqr95UzXsKb1Pm92PpyVtoMz1gy1jvG2pvWJyiuIPBasE0RwK8+6SVayd/wijNj3H12wpYWe8b2N5u/AKSqZdwCmjh5KsKRFERDovPct75I1ofx/nvHvW7Wvw/dp3vWWokbtaOglu/w9vmdGv49avrAFea5zEPQWrgFu2YRsfvfkMOcuf4tjw+0yzRr50hTza5zKyJl/EjMkTODpdv2YRkZgx8yb/zOgLBQe3v59zULeVk3/1GANsK/efOzQSvFq1iFUsh5pNbU9UmjUARhwHo0/3lmmZsTsnOWD6FzeAKmsaeOvteYQXPsLUute5wLayzfXmpdTjaBx7PlOOPYnzc9W3LyISV8wgM5dlbijL3FA4op0JQsPhtqegqFwBy16ETx7xxnkddAIccgaMOskLdRIXFKwCZP3WWl6fey/jVt7DWUlf0uySeNvG8/qwHzD62HOZVTIwISdTFRHpUZKSIKvAexSO2/21UBOseQeWPAdLnoclz0JSKgw/Fg75Ghw80ztOfKNgFQAbttby+ty/MGHV3Vxia1jFAB7OuYr8oy9i+hFjyEjVxJ0iIj1CcioMn+E9Tv0drP/QC1dLnoXnroHnr4OhR3vdhYecDv2G+l1xj6NgFcc2bqvltbn3M37l3Vxsq1jNAB4ceANHnXkVFw7s53d5IiLip6QkGHKk9zjxP2DzIq8la+nz8NKN3qNwvBewDjlj3+O/JGoUrOLQ5u11vDL3AQ5f8UcuTlrJGvrzwICfcNSZV3FxYY7f5YmISLwxg4GHeo+v3uhNhLr0eS9ovf5r75E/yusuHH06DDpCk5zGiIJVHCnbXsfLzz7EYSvu4mL7knUU8GD/HzH5zO9wyaBcv8sTEZGgyBsBx1zjPao2wNIXvJD19h9g/u+h75Bd3YVDj/ZuLSRRoWAVB8qq6nj52Yc5dPldXGwrKCWfB/tfz6RZV3Px4Dy/yxMRkSDrMwgmf8t71G7xrixc+jws+DO8/0fIzIfRp3ndhSXTISXd74oDTcHKR+VV9bz03KOM+eIOLrblXqAq+AETZ13NxUX5fpcnIiKJJjMXjrjIezTUwIpXvJasz5+Bj+6HtGwYdbLXZXjQCd7kqLJfFKx8UFHtBarRy+7iYlvGBnJ5MP9aJsz6LhcP0WWyIiLSDdKzYOzXvUdzA6x8y7u6cNnf4PMnISXDm4j0kK/BqFO8UCYdUrDqRpU1Dfz9+Sc4eMn/cJEtZSO5PJj3fY6Y9T0uHtrf7/JERKSnSkn3JhoddRKEmmH1PHjndi9kLfsbWDKMPRPO+bPflcY9BatusGVHI39//gkOWnwHF9liNpHDQ3nf5fCvfZ+Liwf4XZ6IiPRUjbVQuRzKl3mPishyy8rdb6vTZzCkqVuwMxSsYmhbbSN/e/4pDlp0OxfaYjbTj4dzr+awM77PRcUD/S5PRER6irptUPFFJEAt3bW+bS3gvH0sGXKHe/NdjT4dCkZDwSjIG6mxVvtBwSpGPl5RStnD/8qF4bcpox8P5VzFoWdcy4UlClQiIhIDzsGO8j3C01Io/8K7sXOL5HTIHwlFk2D8RV54KhjthSpdEdhlClZR5pxj7mtvMXb+dxjHBh7JupjRZ/+Ui4YP8rs0ERFJBOEwVJV6gali2a7wVL4U6rft2i8ty2t9GnGctyw42JskNKdY81bFkIJVFNU1hnjkvjs5t/Q3NJLCw6P+m/PPv4TU5CS/SxMRkaAJNcPW1ZHWp2W7wlPFcmjasWu/zDyvxWns11sFqIO9+as0u3q3U7CKktVl23n/nuv4ZsNTfMJBbD5lDpccPdHvskREJN411UPlil0Dx1seW76EUOOu/foM9lqcJsz2uu/yIyGqt+Y9jCcKVlEw7+PFpM39Ft/gc+amnMIhl9/JSYP1B11ERFppqIbyLzg7aR4HJa2Hhx/wwtTW1eDC3j6W5HXV5R/sTX1QMNpbzx8JGX38rF46ScGqC0Jhx2PPPM2MT39ILtXc2/9HnH3FT+iTkep3aSIi4pcdlbuPfWppiapaD8Dv06DRJcPWUTBwHBx2rtcSVTAa8g6C1AyfT0C6QsHqAG2taeCv9/yaC7fcxWZyeHbSX7h05kySktSfLSKS8JyD6o27DxxvmcKgtmLXfqmZXmgqnrpz7NNx929kjRvAl1ef4V/9EjMKVgdg0ZrNrLn/X7k89AZv2xGknPMnzjv0IL/LEpE2mNmfgdOBMufcoZFtucBjQDGwGjjPObc18tqNwBVACPi+c+4lH8qWeBEOwbY1e4SnSJhqrN61X0a/yPxPp0XGPkXmgOpTBEm7X8C00r3Qvecg3UrBaj+98NY/KHn9Kk5hDQ/3vohjv/U7Buf09rssEWnfX4A7gPtbbbsBeM05d4uZ3RB5/hMzGwOcD4wFBgGvmtko51yom2uW7tbc6A0WL1+2e3iqXA7N9bv2yxroBabxF0S67yIhqneBrsATQMGq0xqaQzzy4D18fdUvALi/5Lecf9EVZKRqLhCReOacm2dmxXtsngXMiKzfB7wJ/CSy/VHnXAOwysxWAJOBd7ulWOl+826FTx71buHSOj/3G+oFpuHHRlqfInNA9ernW6kSDApWnbB+6w7mzfkhs2sfYSnDWHXcH7ns2Cl+lyUiB26Ac24jgHNuo5m13AV9MPBeq/1KI9skUTVUwdZVXqiyJDjiYphxozcHlMgB6HDmSjP7s5mVmdnnrbblmtkrZrY8ssxp9dqNZrbCzJaZ2cmxKry7vPf5Clb990wuqHuYv6fMwH3zZWYqVIkkqrb6clybO5pdaWYLzGxBeXl5jMuSmDnxP+AHS+Hk30DBIfDR/fDf4+GJy2H5q94YK5H90Jkpwf8CnLLHtpbxCSOB1yLP2WN8winAXWYWyL4y5xxPPPcCg584hcnuU+7NuYajr3uMscMG+F2aiHTdZjMrBIgsyyLbS4EhrfYrAja09QbOuTnOuUnOuUkFBQUxLVZiLKsAjr4arnoHrnwLJl4KK9+Ah86G2w6FV2+CihV+VykB0WGwcs7NA7bssXkW3rgEIsszW21/1DnX4JxbBbSMTwic5994m1MXfJNkQjw57v+Y/b2byMnSzSlFEsSzwKWR9UuBua22n29m6WZWAowE/ulDfeIHMxg0Hk77HVy/DM69DwYeCu/8Ae6YCPecBB/+BeqrfC5U4tmBjrFK6PEJX2yopOSt79NECh+d8BgXTgtkNhQRwMwewRuonm9mpcAvgFuAx83sCmAtcC6Ac26RmT0OLAaagat1RWAPlZIOY8/0HtWbvAHuCx+C566BF2+AMWfA+AuhePpe0ylIzxbtwev7NT4BuBJg6NChUS7jwNU3hfj0Lz/gHFvJvUNu5nKFKpFAc85d0M5Lx7ez/83AzbGrSAIneyBMvRaOuQbWfwgfPwifPw2fPgZ9h3pTLxx+AeSW+F2pxIEDjdkJOz7hsUfu4ZzGv/JM6mmcd/G3/S5HRETihRkUTYKv/QF+uAzOvgfyRsBbv4Xbx8O9M2Hhw9BQ43el4qMDDVYJOT7h9QWfMfPLX7HUDWHUxX+gd7pmoxARkTak9oLDzoHZf4XrPofjfgbVG+CvV8HvD4a/Xg1r/uHd+kZ6lA6TQ08Zn7Bh6w56Pf8delPPW0ffy9m6+k9ERDqjbxFM/xFM+yGsfQ8WPgiL/uotc0pg/EVw+PnQb0iHbyXB12Gw6gnjE5pDYV6/59+5mE+5N+86Lju5zVMTERFpnxkMO9p7nPpbWPysN+D9jV/DGzd7s7iPv5h0Umggze9qJUbU1wU88excvlH9F15JOpozLr8B0/2eRESkK9J6e4Pax18AW1fDwke88VdP/wsfpPfi+dDRsK6/N2ZL/+YklB5/jeiCpauZsvDHbCaH7HPvIi87w++SREQkkeQUw1dvhGs+gUuf45XwRL6e/DbccwLcORnevg2qNvpdpURJjw5W23Y0UPn4dxlMBW8e+v84asxwv0sSEZFElZQEJdO5vuk7HNlwF5zxP5CZB6/+Em4bAw+dCyvf8rtK6aIeG6ycczzzl1s5OTyfx7Iu4htnneN3SSIi0kPUkAkTZsM3/w7f+wimXgebPoOHzoHaPW92IkHSY4PV3NfncV7Zf/NPN5bpl/8/UpN77EchIiJ+yhsBx/8cLngEQo2w9Hm/K5Iu6JFpYtn6ckbO+z4NpLL91DsZkp/td0kiItLTFY6H3OHw+VN+VyJd0OOCVV1jiM/uu56xtppnh/2ME486wu+SREREvKsDx54Fq+ZBTVnH+0tc6nHBau6zT3FO41yeTp3JeRd/y+9yREREdjn0bHBhWDy3430lLvWoYBUOO7IXP0yV68Wgc/6TzDRN4yUiInFkwBgoOMS7ybMEUo8KVv/8Yh3Hht7lrZRjmDyyyO9yRERE9nbo2bD2H7B9vd+VyAHoUcHqy/mPkWX17Bh9DklJmulWRETi0KFnectFz/hbhxyQHhOs6hpDDCt9jlKXz+RjZ/pdjoiISNvyRkDh4bo6MKB6TLB666PPOJpP+UfvExjev4/f5YiIiLTv0LNhw0ewZZXflch+6jHBast7D5FsjrQJF/hdioiIyL6N/bq3XKRB7EHTI4JVWVU947e8xMLwQRx79BS/yxEREdm3fkOhaLKuDgygHhGs3n77TcYkrWFxwank9E7zuxwREZGOHXo2bP4cypb6XYnshx4RrMKfPEaTS2bAlAv9LkVERKRzxp4JmLoDAybhg9WS9VuZVv86820CUw8/2O9yREREOmfjp5CSDuv+6Xclsh8SPlgtnDeXAbaNTcNmkZ6S7Hc5IiIi+xZqgpf/HR4+F/JGwszf+12R7IeEvqdLKOzot/wptrtMRh97rt/liIiI7Nu2dfDkN6H0nzDpCjj5N5Ca4XdVsh8SOli9v3Q1x4be59XUGXytZIDf5YiIiLRv2d/hr9+GUDOcc++uGdglUBK6K3D1/MfItAbqx5yHmW5hIyIicSjUBC//DB75BvQdAv/6lkJVgCVsi1V9U4ihG15gtRvAUdNP9bscERGRvW1bG+n6+wCO/Bc46WZ1/QVcwgarLzZVMY7lvJE+g1n5vf0uR0REZHfLXoRnvg3hEJz7l12zrUugJWywWrtyCeOsjtrcsX6XIiIislMqzfw45VF45G/ezZbPude78bIkhIQNVjVrFgKQNnicv4WIiIi02LqGJ9JuYnzSlzD5Sjjp195cVZIwEnbwevLmzwk5o2DEeL9LERERgaUvwP9OY7ht4NuN18Jpv1OoSkAJ2WLlnCN3xxescoWMHqJpFkRExEfNjfDqL+C9u2DQEcxcNZt1Tv82JaqEbLEq3VrHqPBqvkwupiBb/zcgIiI+2boa/nyyF6q+8m345ksKVQkuIYPV8rXrGZJUzvY+B2v+KhER8ceS5+Du6VD5JZz3AJz6n+r66wESsiuw4suPAAgPOMznSkREpMdpboRXfg7v/xEGTYBz74WcYr+rkm6SkMEqvPFTAPoWH+FzJSIi0qPsqISHzoENH8FR34ETboKUNL+rkm6UkMEqa+tSKl02JSWaF0RERLpJUx08cj6ULYZvPAiHfM3visQHCTfGqrq+iaFNX7LUFTOif7bf5YiISE8QDnuzqJd+AGfNUajqwRIuWC3dsJWDrZTNmQeRmpxwpyciIvHo1V/A4r/CSb+CMbP8rkZ8lHDJY8OXn5FuTdTnjfG7FBER6Qk++BP843Y48ltw9Hf9rkZ8lnDBqm7tQgB6DRnvax0iItIDfPEy/O1HMOoUOOUW0BQ/PV7CBavUisU0uBQKR+gegSIiEkMbFsITl8HAw+DseyA5Ia8Hk/2UcMGqb10p61x/hg/s53cpIiKSqLatg4e/AZm5cOHjkJ7ld0USJxIuXhuOEEmkJCVcZhQRkXhQvx0ePg+aamH2y5A90O+KJI4kXLByGIYj7JzfpYiISKIJNcHjs6HiC7j4Keh/iN8VSZxJuGAVtiSSFKxERCTanIPnroWVb8Ksu2D4DJ8LkniUcP1lLS1WylUiIhJV826FhQ/CsT+BIy7yuxqJUwkXrLAkkgirxUpEMLMhZvaGmS0xs0Vmdk1ke66ZvWJmyyPLnFbH3GhmK8xsmZmd7F/1Elc+eQze+DWMOx9m3Oh3NRLHEi5YeS1WqMVKRACageudc4cARwFXm9kY4AbgNefcSOC1yHMir50PjAVOAe4ys2RfKpf4sWo+zL0aiqfBGf+juapknxIwWKnFSkQ8zrmNzrmPIuvVwBJgMDALuC+y233AmZH1WcCjzrkG59wqYAUwuVuLlvhSvgweuwhyh8M3HoCUNL8rkjiXeMHKjCTTGCsR2Z2ZFQNHAO8DA5xzG8ELX0D/yG6DgXWtDiuNbJOeaMVr8MBZkJwOFz0BvXI6PkZ6vMQLViRpugUR2Y2ZZQFPAdc656r2tWsb29r8MjGzK81sgZktKC8vj0aZEi+2rIJHLoQHz/JaqC56AnKG+V2VBETCTbeAEZluwe9CRCQemFkqXqh6yDn3dGTzZjMrdM5tNLNCoCyyvRQY0urwImBDW+/rnJsDzAGYNGmSvnESQeMOmP9f8I//gaQUOOGXcNR3ICXd78okQBK2xcqpxUqkxzMzA+4Bljjn/qvVS88Cl0bWLwXmttp+vpmlm1kJMBL4Z3fVKz5xDj57Ev5nEsy/FcaeCd/7EKZep1Al+y3hWqzczglC/a5EROLAMcAlwGdmtjCy7d+AW4DHzewKYC1wLoBzbpGZPQ4sxrui8GrnXKjbq5bus/FTePEnsPYfUHg4nHsvDD3K76okwDoMVmY2BLgfGAiEgTnOuf82s1zgMaAYWA2c55zbGjnmRuAKIAR83zn3Ukyqb7tijLBarEQE59zbtD1uCuD4do65Gbg5ZkVJfKjdAq//Gj681xuU/rX/hiMugSTNriFd05kWq5Z5YD4ys2zgQzN7BbgMbx6YW8zsBrx5YH6yxzwwg4BXzWxUd/1fn1qsRESkXaFmL0y9/mtoqIbJV8KMG3TFn0RNh8Eqcilyy2XJ1WbWeh6YGZHd7gPeBH5Cq3lggFVm1jIPzLvRLr5tkVvatH0hj4iI9FSr5nvdfmWLoGQ6nPKfMGCM31VJgtmvMVb7mgfGzFrPA/Neq8PanAfGzK4ErgQYOnTofhfenuRQHQ2kkZaccOPyRUTkQGxbB6/8Oyx6BvoOgfPuh0PO0AzqEhOdDlZ7zgNj7f+B7NQ8MLG4VLk5FCavaROl5HNYv17ReEsREQmqpjpv6oT5/wU47x5/U74PaZl+VyYJrFPBKlbzwETbpqp6BlPO5ymHkJGqAYgiIj2Sc7D0eXjp32DbWhgzC076NfSLXu+ISHs67C8L0jwwpZXVFFolNb10BwoRkR6pbCk8cCY8djGk9obZz3pdfwpV0k0602IVmHlgtmxcTYqFac4u6o4fJyIi8aJ+O7x5C7z/v5CeBaf+DiZ9E5ITbrpGiXOduSowMPPA1G5eCUBSru7pJCLSI4TDsPAheO0m2FEBEy+D434GvfP9rkx6qISK8s1b1gCQWTDc50pERCTm1n0AL/4INnwMQ46Ci56EQeP9rkp6uIQKVilVawk7I6ew2O9SREQklhY+DH+9CrIL4aw/wWHnaPoEiQsJNdlT77r1bCKHwfn9/C5FRERiqc8gwGDIZIUqiSsJE6yaQ2FymzZR6vozqF+G3+WIiEgsDZ8BJ94Ei+fCW7/1uxqRnRImWG2qqmewVVCRMoD0FM1hJSKS8KZ8Hw6/AN78jRewROJAwgSr0ooqCqlkR69BfpciIiLdwQxO/wMUTYZnvg0bP/G7IpHECVaVG1eRbI7m7CEd7ywiIokhNQO+8SD0yoVHLoTqzX5XJD1cwgSr2s2rAM1hJSLS42QPgAsehrot8NhF0FTvd0XSgyVMsApvWQ1AZv8SfwsREZHuV3g4nPlHKP0Anr/Wu1+giA8SJlglV68j5IzcQk0OKiLSI409E2b8G3zyCPzjdr+rkR4qYSYIza4tZSN5FOX38bsUERHxy7E/hvIl8MovoGA0jDrZ74qkh0mIFqv6phAFzRtY6wYwuF8vv8sRERG/mMGsu6BwHDx5BZQt8bsi6WESIliVbq1lmG2mMm0QKckJcUoiInKg0jLh/Ee85SPnw45KvyuSHiQhUsi6DZvJs2p29NYVgSIiAvQdDOc/DFUb4fHZ0Nzod0XSQyREsNq+4QsAXE6xv4WIiEj8KJoEs+6ANW/Diz/WlYLSLRJi8HpD2QoA0vsf5HMlIiISV8adB2WL4e3bYMBYmPwtvyuSBJcQwcq2rgag3+BR/hYiIiLx57ifQ9lSePEnkJoJR1zkd0WSwBKiK7D3jjWUuz4UDezvdykiIhJvkpLg7P+DYVNg7ndg7tXQWOt3VZKgAh+smkNh8ho3sMYNZGhupt/liIhIPErPhtlzYfqP4OOH4E8nQMVyv6uSBBT4YLVhWz1DbRNlKYVkpCb7XY6IiMSrpGQ47mdw0ZNQvRHmzIDPn/K7KkkwgQ9W68oqGWRbqMkc4ncpIiISBCNPgG/P9wazP/lNeOF6aG7wuypJEIEPVlvWe025oX7F/hYiIiLB0bcILnsBjv4ufPAnuOckiFwIJdIVgQ9WdZu9YJVaoKkWRERkPySnwsk3exOJbl0Fd0+HpS/4XZUEXOCDlduyGoDswpH+FiIiIsE0eib86zzILYFHL4SXfgqhJr+rkoAKfLDqVb2GKteLQYVFfpciIiJBlVMMV7wMR34L3r0D7j0Ntpf6XZUEUKCDlXOOfg3rWesGMDS/t9/liIhIkKWkw8xb4Zw/e7O13z0Nlr/qd1USMIEOVpU7GhnkytiU1J++vVL9LkdERBLBoWfDlW9BdiE8dA689isINftdlQREoIPVpu31DLCtVKcN8LsUERFJJPkHwb+8CkdcDPNvhQfOhOrNflclARDoYFVRWUG21dGQqWAlIiJRlpYJs+6AM/8IpQvg7qmwap7fVUmcC3SwqipbC4DLKvS5EhERSVjjL4RvvQ4ZfeH+WTDvdxAO+12VxKlAB6uGLd4VG8n9BvtciYiIJLQBY+DKN2HsWfD6r72xVzsq/a5K4lCgg1Vo23oAeuXpdjYiIhJj6Vlw9p/g9Ntg9Xz432mwbZ3fVUmcCXSwSt6xEYA+BUN9rkRERHoEM5j0TW/Oq/rt8My3IRzyuyqJI4EOVum1m9nqsuif18/vUkREpCcZdASc+ltY8zb843a/q5E4Euhgld1YxiaXy8A+GX6XIiIiPc34C2HMmd6Yqw0f+12NxInABquahmbyXSVl5NIvU5ODiohINzPzxlv17g9PfQsaa/2uSOJAYIPVpu31DLQtVKcVYGZ+lyMiIj1RZi58/W6oXAEv/9TvaiQOBDZYlW2tosCqqMvQ5KAiIuKj4cfClO/Bgj/Dshf9rkZ8Fthgta3Mm8OqOWugz5WIiEiPd9zPYOBhMPdq3fqmhwtssKqr9GZdT+qryUFFpG1mlmFm/zSzT8xskZndFNmea2avmNnyyDKn1TE3mtkKM1tmZif7V70ESko6nH0PNO6Aud8B5/yuSHwS2GDVtNVrsUrPKfK5EhGJYw3Acc65w4HxwClmdhRwA/Cac24k8FrkOWY2BjgfGAucAtxlZsl+FC4BVHAwnPRrWPEq/PP//K5GfBLYYGXV3uSgWf01OaiItM15aiJPUyMPB8wC7otsvw84M7I+C3jUOdfgnFsFrAAmd1/FEnhH/guMPAle+XcoW+p3NeKDwAarlPpKmlwy/XIK/C5FROKYmSWb2UKgDHjFOfc+MMA5txEgsuwf2X0w0PoeJaWRbSKdYwaz7oS0LHjqX6C5we+KpJsFNlilNtVQTS+ye6X5XYqIxDHnXMg5Nx4oAiab2aH72L2tuVvaHCxjZlea2QIzW1BeXh6FSiVhZPX3wtXmz+C1//C7GulmgQ1W6aEaql0m2RkpfpciIgHgnNsGvIk3dmqzmRUCRJZlkd1KgdZ3dS8CNrTzfnOcc5Occ5MKCtRyLns4+BSYdAW8ewesfNPvaqQbBThY7aCaTLIUrESkHWZWYGb9Iuu9gBOApcCzwKWR3S4F5kbWnwXON7N0MysBRgL/7NaiJXGc9GvIHwXPXAW1W/yuRrpJIINVKOzo5WqpoRdZaQpWItKuQuANM/sU+ABvjNXzwC3AiWa2HDgx8hzn3CLgcWAx8HfgaudcyJfKJfjSMuHsP8GOcnjxx35XI90kkKmkpqGZbOrYbAUkJel2NiLSNufcp8ARbWyvBI5v55ibgZtjXJr0FIWHw8TL4OMHINQEybq3baILZItVdX0T2dRSn9zb71JERET2bdjR0FwPZYv9rkS6QSCDVU1DM9lWS2OKgpWIiMS5wRO95foP/a1DukWHwSoebwlRXddEFnU0pWRH+61FRESiq98wyMyDUgWrnqAzLVZxd0uIHTuqSLEwobSsaL6tiIhI9JnB4ElqseohOgxW8XhLiPqa7V5taX2i+bYiIiKxMXgilC+Fhmq/K5EY69QYq3i7JURjzTZvJV1dgSIiEgCDJwIONnzsdyUSY50KVrG4JURXbgfRVLvNe49efffrOBEREV8MnuAt1R2Y8PbrqsBo3hKiK7eDCNV5XYFJGQpWIiISAJm5kFOiYNUDdOaqwLi7JUS4rgqA1EyNsRIRkYAomqQrA3uAzsy8XgjcF7myLwl43Dn3vJm9CzxuZlcAa4FzwbslhJm13BKimVjcEqLBC1ZpvXM62FFERCRODJ4Inz3BALawmVy/q5EY6TBYxeUtIRq9ixTTemm6BRERCYjIRKGHJ33Jy2EFq0QVyJnXk5obAEhVsBIRkaAYeBgkpTA+6Uu/K5EYCmiwqgMgLT3T50pEREQ6KbUXDDiUw03BKpEFM1iF66l3qWSkRXVCdxERkdgaPJFxSSsxwn5XIjESyGCVHKqnnjQyUhWsREQkQHKHk211ZFPrdyUSI4EMVimhBupIV7ASEZFgSU71FmqxSljBDFbhBupdKr0UrEREJEiSvH+3kve+IYkkiGAGK9cQ6QoMZPkiItJTWUuwiu70jhI/AplMUsONNGiMlYiIBE2SN31kioJVwgpcsAqFHel4LVbpKYErX0REerJIV2CSaYxVogpcMmloDpFBI42kYWZ+lyMiItJ5O1usFKwSVeCCVX1T2AtWSRl+lyIiIrJ/WlqsFKwSVgCDlddi1ZyU7ncpIiIi+ycyeF1jrBJXMIOVKViJiEgARboCNY9V4gpgsPK6AkMKViIiEjQ757FSsEpUwQtWzSEyaKI5WWOsREQkYDTdQsILXLBqaAyRbk2Ek9ViJSIiAaPB6wkvcMEqFGr0ViKpX0REJDB2Dl5XsEpUgQtWzU1esAorWImISNBE/u3SBKGJK3DBKtTU0mKV6m8hIiIi+8u8f3Y1eD1xBS5YhZubAHBqsRIRkcBxrf4riSiAwUotViIiElCuJVjplmyJKnDBKtTSYpWsYCUiIkGjYJXoAhesWlqsTC1WIiIiEmcCF6xCIa/FCrVYiYhI0DiNrkp0gQtWrmWMVbIGr4uISNCoKzDRBTBYeS1WlpzmcyUiIiL7qWXwulOwSlSBC1bhnV2BarESEZGg0XQLiS5wwcpFgpUlqcVKRESCSV2BiSuAwSpyVWCKWqxERCRgNHg94QUwWDUDkKQxViIiEjjqCkx0AQxWkRYrTbcgIiJBo5nXE17wglXYa7EyDV4XEZGAUrBKXIELVoRCAJhuwiwiIoGjTsBEF7xgFY4EqxR1BYqIiEh8CWCwigxeT0r2uRARERGR3QUvWLmWrkAFKxEREYkvgQtWLhKsknRVoIh0kpklm9nHZvZ85Hmumb1iZssjy5xW+95oZivMbJmZnexf1SISRIELVtYyxio5cKWLiH+uAZa0en4D8JpzbiTwWuQ5ZjYGOB8YC5wC3GVmah4XkU4L3qV1YV0VKCKdZ2ZFwEzgZuAHkc2zgBmR9fuAN4GfRLY/6pxrAFaZ2QpgMvDu/v7cpqYmSktLqa+v71L98SojI4OioiJSU9V7sH80zUKiC146iXQFJqsrUEQ65w/Aj4HsVtsGOOc2AjjnNppZ/8j2wcB7rfYrjWzbb6WlpWRnZ1NcXIxZYv1j6pyjsrKS0tJSSkpK/C5HJK4Erz+t5apAdQWKSAfM7HSgzDn3YWcPaWNbmxMPmdmVZrbAzBaUl5fv9Xp9fT15eXkJF6oAzIy8vLyEbY0T6YrApRNzYW+prkAR6dgxwBlmthp4FDjOzB4ENptZIUBkWRbZvxQY0ur4ImBDW2/snJvjnJvknJtUUFDQ5g9PxFDVIpHPrTuYJgpNWIELVi1jrJJSFKxEZN+cczc654qcc8V4g9Jfd85dDDwLXBrZ7VJgbmT9WeB8M0s3sxJgJPDPbi47akpLS5k1axYjR45kxIgRXHPNNTQ2NvLmm29y+umnt3lMcXExFRUV3VxpD6JAmvACF6zMtUwQqmAlIgfsFuBEM1sOnBh5jnNuEfA4sBj4O3C1a5njJWCcc5x11lmceeaZLF++nC+++IKamhp++tOf+l2aSEILXDpp6QpMStYV0CLSec65N/Gu/sM5Vwkc385+N+NdQRhor7/+OhkZGVx++eUAJCcnc9ttt1FSUsJXv/rVnftVVlZywQUXUF5ezuTJk3FOXVQiXRG4YLVr8HrwSheRnqn4hhdi8r6rb5nZ7muLFi1i4sSJu23r06cPQ4cOZcWKFTu33XTTTUydOpWf//znvPDCC8yZMycmtcruNMYqcQUunZgLE3ZGsm5pIyLSLudcmwPM99w+b948nn76aQBmzpxJTk7OXsdINGmMVaILYLBqppkkUpL1h1NEgmFfLUuxMnbsWJ566qndtlVVVbFu3TpGjBix23Zd4ScSPYEbvJ4UbqaJFFI1j5WISLuOP/54amtruf/++wEIhUJcf/31XHbZZWRmZu7cb/r06Tz00EMAvPjii2zdutWXekUSReDSSVK4ScFKRKQDZsYzzzzDE088wciRIxk1ahQZGRn85je/2W2/X/ziF8ybN48JEybw8ssvM3ToUJ8q7iGGHs1X6u/gUzei430lkALYFahgJSLSGUOGDOG5557ba/uMGTOYMWMGAHl5ebz88ss7X7vtttu6q7yeKTWDzeT6XYXEUKfTiZklm9nHZvZ85Hmumb1iZssjy5xW+95oZivMbJmZnRzNgpPDTTSSQpqClYiIiMSZ/Ukn1wBLWj2/AXjNOTcSeC3yHDMbgzfD8VjgFOAuM4vaJXzJrpkml0JqigZbioiISHzpVLAysyJgJvCnVptnAfdF1u8Dzmy1/VHnXINzbhWwApgclWqBZHUFioiISJzqbDr5A/BjINxq2wDn3EaAyLJ/ZPtgYF2r/Uoj26JCwUpERETiVYfpxMxOB8qccx928j3b6qPba4pZM7vSzBaY2YLy8vJOvrXXFdhIssZYiYiISNzpTDo5BjjDzFYDjwLHmdmDwGYzKwSILMsi+5cCQ1odXwRs2PNNnXNznHOTnHOTCgoKOl1wimuZx0pjrERERCS+dBisnHM3OueKnHPFeIPSX3fOXQw8C1wa2e1SYG5k/VngfDNLN7MSYCTwz2gUGwo7UvCCVXKSgpWIyL6YGddff/3O57feeiu//OUv/StIpAfoSn/aLcCJZrYcODHyHOfcIuBxYDHwd+Bq51yoq4UCNIXCpNFMM6m6BYOISAfS09N5+umnqaio8LsUkR5jv4KVc+5N59zpkfVK59zxzrmRkeWWVvvd7Jwb4Zw72Dn3YrSKbQqFSaWZkAVuXlMRkW6XkpLClVde2eakn+Xl5Zx99tkceeSRHHnkkbzzzjsAHHbYYWzbtg3nHHl5eTtviXPJJZfw6quvdmv9IkEUqITSFHIKViISPC/eAJs+i+57DjwMTr2lw92uvvpqxo0bx49//OPdtl9zzTVcd911TJ06lbVr13LyySezZMkSjjnmGN555x2GDRvG8OHDmT9/PrNnz+a9997jj3/8Y3TPQSQBBSqh7GqxSvW7FBGRQOjTpw+zZ8/m9ttvp1evXju3v/rqqyxevHjn86qqKqqrq5k2bRrz5s1j2LBhXHXVVcyZM4f169eTm5tLVlaWH6cgEiiBClaNzWHSTMFKRAKmEy1LsXTttdcyYcIELr/88p3bwuEw77777m5hC2D69OnceeedrF27lptvvplnnnmGJ598kmnTpnV32SKBFKjJoFparMJJClYiIp2Vm5vLeeedxz333LNz20knncQdd9yx8/nChQsB78bNFRUVLF++nOHDhzN16lRuvfVWBSuRTgpUsMrtncY7R/8JN+36jncWEZGdrr/++t2uDrz99ttZsGAB48aNY8yYMdx99907X/vKV77CqFGjAJg2bRrr169n6tSp3V5zolp9y0xW3zLT7zIkRgLVFdgvM42zTjnR7zJERAKhpqZm5/qAAQOora3d+Tw/P5/HHnuszeMeeOCBnetTpkwhHA63uZ+I7C1QLVYiIiIi8UzBSkRERCRKFKxEREREokTBSkQkRpxzfpcQM4l8biJdoWAlIhIDGRkZVFZWJmQAcc5RWVlJRkaG36WIxJ1AXRUoIhIURUVFlJaWUl5e7ncpMZGRkUFRUZHfZYjEHQUrEZEYSE1NpaSkxO8yRKSbqStQREREJEoUrERERESiRMFKREREJEosHq5YMbNyYE0nd88HKjrcK3HofBNbTz7fYc65Aj+LiZZOfofFw+9aNaiGePn5Qa+h3e+vuAhW+8PMFjjnJvldR3fR+SY2nW/PEQ/nrhpUQ7z8/ESuQV2BIiIiIlGiYCUiIiISJUEMVnP8LqCb6XwTm86354iHc1cNHtXg/8+HBK0hcGOsREREROJVEFusREREROJS3AQrMzvFzJaZ2Qozu6GN183Mbo+8/qmZTejssfGoi+e72sw+M7OFZrageys/cJ0459Fm9q6ZNZjZD/fn2HjUxfMN3O+4E+d7UeTP8qdm9g8zO7yzxwaRmf3OzJZGzvcZM+vXzn4xO3czO9fMFplZ2MzavfIpln/e9qOGWH4OuWb2ipktjyxz2tkvqp9DV77no6UTNcwws+2Rc15oZj+P8s//s5mVmdnn7bzeHZ9BRzVE9zNwzvn+AJKBL4HhQBrwCTBmj31OA14EDDgKeL+zx8bboyvnG3ltNZDv93nE4Jz7A0cCNwM/3J9j4+3RlfMN4u+4k+c7BciJrJ8a5L/DnfxMTgJSIuv/CfzngXxuXazhEOBg4E1g0j72i9mft87U0A2fw2+BGyLrN7T1u4j259DV7/lurGEG8HwsfveR958OTAA+b+f1mH4Gnawhqp9BvLRYTQZWOOdWOucagUeBWXvsMwu433neA/qZWWEnj403XTnfoOrwnJ1zZc65D4Cm/T02DnXlfIOoM+f7D+fc1sjT94Cizh4bRM65l51zzZGnrc+3tZieu3NuiXNuWbTeL4Y1xPrPwCzgvsj6fcCZUXzv9sTD97zvf7ecc/OALfvYJeb/1nWihqiKl2A1GFjX6nlpZFtn9unMsfGmK+cL4ICXzexDM7syZlVGV1d+T4n6O96XoP2O9/d8r8D7v9QDOTaIvsmu820tXs7d7z9vsf4cBjjnNgJElv3b2S+an0NXv+ejobPvf7SZfWJmL5rZ2Cj+/M6Il78DUfsMUqJVURdZG9v2vFyxvX06c2y86cr5AhzjnNtgZv2BV8xsaSSRx7Ou/J4S9Xe8L0H7HXf6fM3sq3jBaur+HhtvzOxVYGAbL/3UOTc3ss9PgWbgobbeoo1t+3XunamhE7r05y0KNcT0c9iPt4nm37uufs9HQ2fe/yO827PUmNlpwF+BkVGsoSPx8Pc/qp9BvASrUmBIq+dFwIZO7pPWiWPjTVfOF+dcy7LMzJ7Ba+6N5390oXPnHItj/dKlmgP4O+7U+ZrZOOBPwKnOucr9OTYeOedO2NfrZnYpcDpwvIsM5thDl8+9oxo6+R5d+vMWhRpi+jmY2WYzK3TObYx0M5W18x7R/HvXpe/5KOnw/Z1zVa3W/2Zmd5lZvnOuu+7h5/vf/2h/BvHSFfgBMNLMSswsDTgfeHaPfZ4FZkeuIDgK2B5p0u3MsfHmgM/XzHqbWTaAmfXGGyDb5pUOcaYrv6dE/R23KaC/4w7P18yGAk8DlzjnvtifY4PIzE4BfgKc4ZyrbWc33889Tv68xfpzeBa4NLJ+KbBXK1oMPoeu/LsWLZ35eznQzCyyPhkvF1Tu9U6xE+vPoENR/wyiNQq+qw+8KwO+wLuC4aeRbd8Gvh1ZN+DOyOuf0erqkraOjffHgZ4v3tUdn0Qei4Jyvp0854F4//dSBWyLrPdJ4N9xm+cb1N9xJ873T8BWYGHksWBfxwb9AazAGzvScr53R7YPAv7WHecOfD3y56oB2Ay8tGcNsf7z1pkauuFzyANeA5ZHlrnd8Tl04u9Eu/+uRfHcO6rhu5Hz/QTvIospUf75jwAb8S7SKcUbBtDdn0FHNUT1M9DM6yIiIiJREi9dgSIiIiKBp2AlIiIiEiUKViIiIiJRomAlIiIiEiUKViIiIpIQrIMbLh/A+4Vs182ZOzdljq4KFBERkURgZtOBGrz7Dx4ahfercc5l7c8xarESERGRhODauOGymY0ws79H7gE538xGx7IGBSsRERFJZHOA7znnJgI/BO7aj2MzzGyBmb1nZmd25oB4uVegiIiISFSZWRYwBXgictcagPTIa2cB/9HGYeudcydH1oc678bcw4HXzewz59yX+/qZClYiIiKSqJKAbc658Xu+4Jx7Gu/+pe1yu27MvdLM3gSOwLv9zj5/oIiIiEjCcc5VAavM7FyAyM2eD+/MsWaWY2YtrVv5wDHA4o6OU7ASERGRhGBmjwDvAgebWamZXQFcBFxhZi032J7Vybc7BFgQOe4N4BbnXIfBStMtiIiIiESJWqxEREREokTBSkRERCRKFKxEREREokTBSkRERCRKFKxEREREokTBSkRERCRKFKxEREREokTBSkRERCRK/j+OTcloEDlMzgAAAABJRU5ErkJggg==\n", "text/plain": [ "<Figure size 720x360 with 2 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = profiles(tracer, file)" ] }, { "cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 1080x360 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = thalweg_plots(tracer, file, cmap, cdiff, vmax, vmin, dvmax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Salinity" ] }, { "cell_type": "code", "execution_count": 56, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 1080x504 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tracer = 'vosaline'\n", "file = 'grid'\n", "month = '05'\n", "cmap = cm.haline\n", "cdiff = cm.balance\n", "vmax = 32\n", "vmin = 15\n", "dvmax = 5\n", "fig = surface_plots(tracer, file, month, cmap, cdiff, vmax, vmin, dvmax)" ] }, { "cell_type": "code", "execution_count": 57, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "31.879404558304984 31.87962852628105\n" ] }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAlYAAAEvCAYAAACHYI+LAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Il7ecAAAACXBIWXMAAAsTAAALEwEAmpwYAABMhklEQVR4nO3deXxU9b3/8dd3lsxkJwkQlgABBJRNZFNWARdU3K2KWkFta7W2tdXW6q/32npbe21rtde6lV5vi1vVKlTcFRVBBREQF0AWWcMawhKyJzPf3x9nQhIIECAzJ5l5Px+P85iZc85M3glh8pnv93u+X2OtRURERESOn8ftACIiIiLxQoWViIiISDNRYSUiIiLSTFRYiYiIiDQTFVYiIiIizUSFlYiIiEgz8bkdAKBt27Y2Pz/f7RgiEkOLFy/eaa1t53aO5qD3MJHEcrj3rxZRWOXn57No0SK3Y4hIDBljNridobnoPUwksRzu/UtdgSIiIiLNRIWViIiISDNRYSUiIiLSTFrEGCuRRFVdXU1BQQEVFRVuR4maYDBIXl4efr/f7SgiIlGnwkrERQUFBaSnp5Ofn48xxu04zc5aS1FREQUFBXTv3t3tOCIiUaeuQBEXVVRUkJOTE5dFFYAxhpycnLhukRMRqS9qhZUx5hxjzEpjzBpjzJ3R+joirV28FlW1WuP3p/cvETlWUSmsjDFe4BHgXKAvcJUxpm80vpaIHL+CggIuuugievXqRc+ePbn11lupqqpizpw5nH/++Y0+Jz8/n507d8Y4afTp/UtEjke0WqyGA2ustWuttVXAc8BFUfpaInIcrLVceumlXHzxxaxevZpVq1ZRUlLCL3/5S7ejuUXvXyJyzKI1eL0zsKne4wLg1ON90aKSSmY99T8k+8IYfyoE0vAFUvEEUvElp5OUnIY/OZ1ASjrJwQApSV5Sk3wkJ3lJSfIS9HnxeFpft4RINL333nsEg0Guv/56ALxeLw8++CDdu3dn/Pjx+88rKiriqquuorCwkOHDh2OtdStytEXl/UvckX/nawCsv2+Sy0kkqkp3wopZkJIDydmQkl1335cU0yjRKqwaq14avAsbY24EbgTo2rVrk150d1k1Z297nM6m6IjnVlo/ZQQoJchuG2AzAcoJUGmCVHmCVJsgNd5kanzJhL1BQr4UrD8FklLAn4InKRUTSMEbSMMXTCcpJYOk1EyCqemkBZNIDfhITfKRGnCKNxVs0lotW7aMIUOGNNiXkZFB165dWbNmzf5999xzD6NHj+buu+/mtddeY9q0abGOGitHfP+CY3sPE5FGFK6ExdMBCzYc2Wy9x5FbbOS+rXc/sn/dPNi35fBf59K/wcArov7tRKuwKgC61HucBzT4jq2104BpAEOHDm3SR9/2GQHmT5rF0vJiqstLqKkoIVxZSriqBCpLoboMU12Kp7oMT005vlApvlAF/nA5gXA5AVtJG7uXlNAOkk0lyaFKUqoqSTZVR/XNldoApSRTagPsJJlSgpSbFCo9yVT60qgKtKUmNReT3oGkNh1Jzu5MRttOZKSmkBH0kx70kR704fPqokypU/vJurkd6ZO6tbbRAeYH7p87dy4zZswAYNKkSWRlZTVv0JbjiO9fcGzvYSLSiGnjobo0+l9nxvec7VC++x7kDTn08SaKVmH1KdDLGNMd2AxMBq4+3hfNCPqZOLz/MT8/HLaUV4ecrSrEzqoQZVU1lFdVU1VWQmVFKTUVJdSUl1BTWeoUbZUl2MpSqCrBVJXgqS7BV1OKr6acpFApgXAZQVtOjt1FaqiCjHAZ2VX78JRY2N7w65fYIMWksMOmsIYUykwq5d40qrzpVPvTqEnKwAYyITkLb2oWvrQcAmk5pGS2JS09kzapSWQmJ5GZ7CfJp6JMmke/fv146aWXGuwrLi5m06ZN9OzZs8H+1niF3zGIyvuXSEyEwxCqgnBNZAvVu18DNnTwvoMe1zivc6Rz7JHOCdW7rYaaKqipgJpKCFU6tzUV4PVDtds/OJwszSAqhZW1tsYY80PgLcAL/J+1dlk0vtbR8HiM04UXaOzbbn/MrxsOW8qqQ5RW1rC7vJrVe0vYs3ML5UWbqd67lXDxVnzlhfiq9pFUs49gqITkcCnZdjfpNVvICJWSXlWOvyx0yK9RZb3sJZW9No2NpFJi0ij3plPpy6Dan0EokEk4mIlJzsSbkoUvORNvIAV/MNUZexZMIxhMITnJR3KSx7n1O2PPAj5PovzBbNHcGgNyxhlncOedd/Lkk08yZcoUQqEQt99+O9dddx0pKSn7zxs7dizPPPMM//Ef/8Ebb7zB7t27XckbbS31/UvixPKX4fWfQ0pbSM1xxgEF2zhFSqjaKYpCVc79cHXd/f231Yc/bg/9dyRmPL66zXjB43Xu+4LOeCdfEHwB5zaQDl1H1D3ef3vAeb4geJPqjnkDkcdJzq03yTnXe+Bjf+RcP8To71zUZl631r4OvB6t129JPB5DWsBHWsBHbkaQXrnp0LsjcOgmRWstpVUhisurKayo4ZvyKkpLiykvLqKyeBfVpUWESndjy3fjKd+Dt2oPSVV7Sa7ZS0q4hGy7m4yazWSGSsmoLMNTeuSeiJA1lEfGmpXbJApr70fGnlV7As7YM18y1d4Uwr5kwr4UbFIK+FMhKRVvIAVPIA1vIA1/chq+5DSSgumkpGWQnRYkOzWJNilJeDXmrNUwxjBz5kx+8IMf8Jvf/IZwOMx5553H7373O+bPn7//vF/96ldcddVVDB48mNNPPz2uxxUl0vuXxNjb/wkl253tUNqdBF5fvSLBD0mpzn3PAfv33/rr9nt8zuP9xY2nYbFTW+g0uO9t/BzT2Ln1Hx+wz3hiVsC0VFrSxiXG1BVjdXKAIy/7UVuU7S2vZktZNSvKKinbt5uKfUVU7dtFTekuQpWlUFXm9FtXl+OpKcNTU4G3pgxvuAJ/qAJ/uIKkcAUBKsmxu0gOVZFsKkkJVZJCJQHT9LbZkDXsJp1dNp1vSKfYk0m5rw2VgSxqgtmQ0Ql/djfS2ufTNrcznbJSyE0PatB/C9GlSxdeeeWVg/aPGzeOcePGAZCTk8Pbb7+9/9iDDz4Yq3girZ+1MG0c7Nlw+PM6DICbPoxJJIkOFVatUP2irHOb5Mjedsf8eqHasWdVzra9uoayqhBl5ZVUle+juryEqooSqstLCFeUEK4qxVaWYqtKnAsGqsrwVheTVLWb5Oo9pIeL6RouIKt6BVnVJfhKw1AErHO+XqX1s8Vm86HpyM7kfCrbnICv/Ymk5XYnO7crnbLT6JAZxK/B/SIST5rSkrPtS7ivG/hTwB+M3CZHNueqddI7QnoHSG3rdClm5UO73lGPL02jwkrwehprPavV4ahfryYUZm95NbtKq1hbUkHx7kJKCjdSWbQB9hTgL91MesVWOoc2M7x8GcGKatjmPLfaetlms1lCDrt8uexLPwFy+5GefzKd8nrSsU0yOWkBdTWKSMtVXQHlu6FiD5TvidzuhgFXQI/xsOEj2LcVyvdC5d6Dn18Rec7RmPIy9Bh3vMmlGaiwkmbn83rISQuQkxaA3HSc1rSDVwTZW1bNsh3FbNuwipItKwjv3oi/ZAupFVvJqdnByaEv6bT3A9gLrIIyG2CrzeYbstjra0dpsD3VKR0wbboQzO1Jm4696Nw+h7ysZIJ+b6y/bRGJF9ZCVUm9oqj+7d5I4bP3EI/3HPnqMm8gMig7AIG8usHY+28DDQdjN7iNnFddAWU7nYkxM/Mgb1g0fyJyFFRYiWsyU/wMyc+B/BHAiAbHqmrCbN5TzuyNm9m97nNqtn5BcN8GUqsKyQ7tpH9oGbmlHzpXUu4EIvNY7rBt+Mq2Z6u/GyXtB5PScyR9+p1Cnw4ZuvJRJN6FapyCqKo0su1jhGcZKVTAl+V1xypLIvdLGhZEtbcVe51pAg7JQDATkts4t8E20DY3si8rsr9Nw9vkLOd+MNMZ8C1xS4WVtEhJPg/d26bSvW1vGNwbuHz/scqaEDuKK1m6t4xdOzZTsn0d1YVr8ezdSErpJtpWb2FMzce02foObIWd8zJ4yzOQXR3HkD3wHEYM7Edmit+9b05EDq+mKtIaUxjZGrlfvvuAIqnUmRvpAP+sXc3kpQMO+CLjl+oXP226NV4M1S+gkttAUjp4NAZUGqfCSlqdgM9Ll+wUumSnQPe2wMkNjleHwqzatpcPln9G2Tcf02bHJwwNLaXdlg9hy3+z9PUT+LrN6QQHXsjI4afRPiPozjciIo537oZNC+uKp4pGxh2B0x2W2t4ZtJ2c5QzgTkpzpiJISq13v+528vQvKbVBXrltYsPzvPrzJ9Gh3yyJO36vh36ds+jXeQKcNQFrLau2FTNvyUdUr3yTk/bMY3LxE/DhEyyb2413OlxO7zOvZ2ivzgnZXWiM4bbbbuNPf/oTAPfffz8lJSX8+te/djeYJI6tn8PGyJxpJ5wFXYZDart6W1vnNpB+1HMkLQhHJszUVXMSIyqsJO4ZY+jTMZM+k86DSeexu7SK15YspfizmZyy8xWu2XE/e555jJeCZxEceTNnjxqeUEsGBQIBZsyYwV133UXbtm3djiPxyFqn625vARRvdm73398MezbWnbtvG5x+h3tZRY6TCitJOFmpSUwaMxzGDGfbnrt5fvbLZC2bzsUVs+C9Wcz+YDSlw37IxAlnHGIKivji8/m48cYbefDBB7n33nsbHCssLOSmm25i40bnD9+f//xnRo0axYABA5g3bx6ZmZm0bduWBx98kClTpnDttdcydepUzjzzTDe+FXFLZUldwbS/cNoMxbW3m6G6rOFzPH7I6ORc0dZtpHOb2Rm6nObO9yDSTOL/r4bIYXRok8yV35pM5cWX884nn1H2wV84p/INUj+ZywefDGFr/5s465yLnKkj4tgtt9zCwIEDueOOhi0Ft956Kz/96U8ZPXo0GzduZOLEiaxYsYJRo0bx0Ucf0a1bN3r06MG8efOYMmUKCxYs4LHHHnPpu5DjFg5DZbHTulS71c7BVL7buWqu/rHy3U4L00FzLhlIy3UKpdy+0Ots535mHmRECqjU9hoALnFJhZUIzoD4c0cNxY78B3M/X8WWd/7CxJKZnP7V9/j0ywd4q/9PmDTpsuheTfjGnc6sy82pwwA4974jnpaRkcGUKVN46KGHSE5O3r9/9uzZLF++fP/j4uJi9u3bx5gxY5g7dy7dunXj5ptvZtq0aWzevJns7GzS0tKa93uQoxeqOaAgamxr5HjFHmcx4EPxp9ZNJ5CcBW17QbdRkdamPMiIFE/pHZ25lkQSkAorkXqMMZw+qA8MepjFq+/kjdcf4cxdzzJs2feZt+xxtgz+GReccw4pSfH3X+cnP/kJgwcP5vrrr9+/LxwOM3/+/AbFFsDYsWN55JFH2LhxI/feey8zZ87kxRdfZMyYMbGOHd+qyxsvgA611c7FVFl8+NfdP99SZMvqFplKIOswWxtngkoROaz4++sg0kyG9MpjyK3/zWdrf8S7M+/nvOLnGLPkGt7+bCQlI+5g0oSxBHzNONFfE1qWoik7O5srrriCJ554ghtuuAGAs88+m4cffpif//znACxdupRBgwbRpUsXdu7cSVVVFT169GD06NHcf//9PPzww25+Cy1fqMZZzqR8V9NakA43g7fxNix80jtC+74HF0MHFkiaoFIkqlRYiRzBKT06ccrtD7Bg+Y/Y8OrvOb90BsGPLuH1TyZgxt3JuaOGxc3ahbfffnuD4uihhx7aP/6qpqaGsWPH8vjjjwNw6qmnEgo5l7KPGTOGu+66i9GjR7uSu9VY8g947fajf14wEzK71nW5ZeY5czgF0uvN21RvPqdAOng1Ca6IG1RYiTTRaX27c+pJj/HBkh9R9NbvOb/ydZj9AS9+dAknXPYrhvTq4nbEY1JSUrL/fm5uLmVldVdvtW3blueff77R5z311FP7748cOZJw+DBjc8QxeCpk94TKfZElV0oaX2aldkmW/eeVwu51sP0oxuB5kxoWXIG0QxdhDSbYTDv0uWrpEjkiFVYiR8EYw7gh/QidMp3ZCxYTnv0brqz4F1uffpfpnW/hnCtvITcz+cgvJInJ64ee44/9+eGwM23BgUVZgyLswGLtgH2lOxuee6QFg+vzp9QrwtKPomA7xLn+5KOe8FOkpVNhJXIMvB7DxJFDKR86g3++MoOBX/yWqVt+w8IHXmLu8Lu5aOLEhJpkVGLE43GKk0AakNs8rxmqgepDFGFNKdhqJ/6s3+J22AWM6zMHtJAdT8EWOUcD7MVlKqxEjkNykperLrucTaefw9PP3c95hf/LkIVXMWvpebS/6L8Y1f8EtyOKHJ7XB95MZxxXc6mprCu8GivY6ndxNlawlWyDXaU06CLFNu1re/x1BVkgjX8nVVNqg/DPZw5TsB2iuNO6gnIM9Nsi0gy6tE3n2z+8h4++/DaFs/6TC6teZ8+/5vLknO8xfvJtdGmbfsjnWmvjeo1Ca5v4B1Hihy/gbCnZzfN61jpTT9QWYZX1WtSq9jXSulZXsO3dto4UU+Esm1P/3ANngj/s9xM8uAjrMhzO/m3zfH8SV1RYiTSjUQN6UXXSs8x46y26L/w1U3Y+wJd/+TcfDvwll1x4CUF/w8G/wWCQoqIicnJy4rK4stZSVFREMBh0O4q0ZsZAUoqz0f6onjp1yWsArL95EoRDUFYEJduheCvsXg+71sKub5zb3RsgXH3wi9RUOFvZTqdlLy3XKfREGmFawqfJoUOH2kWLFrkdQ6RZbd9bzlvPPczZWx6hg9nNjKQL6HX1HxmQ33H/OdXV1RQUFFBRcRQDiFuZYDBIXl4efn/Dy/+NMYuttUNditWs9B7motoFnksLnYKpZEe92x18sOQr2pm99E0vdwqjxmaW96c4xVJa+8iW62yp7erup7V3Hvv1IUEO//6lFiuRKMnNTGbK93/OolWTmf+vX3Bp1Sus+/un/HPgb7nsostI8nnw+/10797d7agiLU9lSV2BVLqjXsG0HUoKGx4LVR38fI8f0nLJNElssdn07TPggCKpXhEV0DJM0nxUWIlE2dDeXeh/x1M89a9nmLDyHq744nu8tPpNTr72Pvp0bud2PJHYqanc35K0v0ja39K0vd6xHc6VigcyHkhpW1cctTsR0g5oVaptaUrOAmO4+M5IV+CFk2L8zUqiUmElEgNBv5drr57Coq/H8tm/bueKihf5etonPD/091x23rn4vJqaQVqpUI3TxXZgwdRYS1PF3sZfIzmrrgWp85ADuuXqdc2l5GiSUmnxVFiJxNDQE/MpveN5nnzuCc5Z+zsuXXQtz399NSOm/JYeuW3cjifiqB23dFDXW70xTLUtTaU7aXQqhKS0uqKo3YnQ/fSGrUq1LU2p7TT3lMQVFVYiMZYa8DFl6vf56MvxlMy8jWtKn+KLRz9mxsg/cvFZE/DEybqD0sJY60xH0GjX2wGDvksLG786zptUVxy16Qp5QxuOVarf0pSUGvvvUaQFUGEl4pJRA3qz94SZTH/mYS7YdD99Pr6Sp5ddx/ipv6ZLjgbTSjN67174+C9Q08gUAcYTKY4iLUi5/RqOVapfMAUztQSNyBGosBJxUWayn6nf/SnvLz4Lz6u3MqX4b3z60IcsHf8nzj99ZFzObSUu6HSK07pU8Gnd2oDeAPQ6C048H/JHQ5vWuYi4SEujwkqkBRg/pD9FvV9j+lMPcMn2h+j7/iX848sfcvH1vyArTeNP5DideJ6z1VTB1qWw4SPY8DGsmwdfv+qck9kVuo2EbiOg2yjIOUGtUyLHQIWVSAuRkx5kys138fb8s2nz9q1cX/Qn3npgITmTH2Vo765ux5N44EtylmLpMhxG/9SZiXz7Mtg43ym2vnkXvnjOOTe1HXSNFFndRjpdhLoiT+SIVFiJtCDGGCaOHEpBnzd59v/u4sqSp9n09Jk8N+RPXH7B+Xg1sF2ak8cLHQc626nfdwa4F31T16K18WNYMcs5N5ABXU9ziqyuI53uRV+Su/lFWiAVViItUF5OOpff9hDPvTSKCcv+H5csuY6n193IuTfcTfuMZLfjSbwyBtqe4GxDpjr79hbAhvl1xdbqt539vmRn3Fa3kc6WN0xXAoqgwkqkxfJ7PVxzxVV89MVgVs+4mal7HuX9BxfxzWWPMaL/CW7Hk0SRmQcDL3c2cOat2jjfKbI2fAxz/+isv+fxQcdBdYVW19OciT9FEowKK5EWbtTAPuzo9hpP/d+vuHLP/1L4r4k8veK/ufLSb+HXjO0Sa6lt4aQLnA2gohg2LXS6DTd8DJ88Dh8/BBhnXFbXEXXFVnoHV6OLxIIKK5FWoH1mMlff+ntenDWS0z77OZO/+j7PbfiY8d+5l85Z6n4RFwUzoNeZzgZQXQGbF9eN0Vr6LHz6N+dYdo9IkTXKKbiy8nXlocQdFVYirYTXY7jy4otZdOLJrH7hB3y75O98/D9LWH3Bo4wb0t/teCIOfxDyRzkbOGsJbvs8Mk7rY/j6NfjsaedYeqeGUzy07QMetcJK66bCSqSVGXpid3bd9m+m//13XLnzEYpnTWL6iv9i8uRvE/DpcnhpYbw+Z2HlzkNg5A8hHIadK+sGw2/4CL560Tk3OQu6nAZ5kfM7DYbkNq7GFzlaKqxEWqHstABTfvhrZrw5kpMX/JRrV9/KC3/6iNOu/yP57TPdjidyaB4PtD/J2YZ915niYfd6Z0D8+o+c2eFXvVF3fk6vusIsbwjk9teizdKiqbASaaWMMVx27kS+6DOb15/5IZPLn2fRI1+w8pxHmDhiiNvxRJrGGMju7myDrnb2VeyFLZ9BwSLYvATWvl83cak3CToMrFdsDXXGbmmslrQQKqxEWrmBPTqR//Pn+cffH+Bb2x6g8s2LeGnPE1x27kS3o4kcm2Am9BjnbOC0ahVvdgbFb14MBYudcVoL/xo5vw10Hgydh9YVXGntXAoviU6FlUgcyAj6mXrTHfx79qmM+PA6xi74Hq8Gn+X88aPdjiZy/Ixx5tPKzIO+Fzn7wiEoXAmbF9UVXPP+BDbkHG/TFToP4bveFJaGe0LVeEhKce97kIRhrLVuZ2Do0KF20aJFbscQiQsz35rN6R9PpYwgK855gbNaaLegMWaxtXao2zmag97DWoiqUtj6RcNia89G55jxQvu+dQPjOw+Bdidq/UM5Jod7/1KLlUicuWTimTxf8RjnLrmRnm9ew7zkGYwZ1NftWCLRl5QambphxP5dQ+98loGeb/i/Mz1OwbVsJiz+h3PQn+qsedh5sDNWq/MQyOis8VpyXFRYicShKy68gKcrH+Rby35M5czJLEz6N8P79nA7lkjM7SST98KDYcIkZ4e1sGttZGB8pFXrk8fh4yrneFpuZKzW4EjL1mBnzJdIE6mwEolDxhi+fflk/lFeyjVr72DZ81fyxdR/M7BHZ7ejibjLGMjp6WwnX+nsq6mE7V85g+Jri62Vr9U9p23vuu7DzrVTPiS5k19aPBVWInHKGMPUa7/D358o5bqCX/Hpk1ey8rsz6JPX3u1oIi2LL1BXNNUq3+1M+VB7FeKa2fD5P51j3gB0rJ3yIdK6pSkfJEKFlUgc83gMU274EdMfK+GGnX9gzhNXE7jpRfJz27gdLWaMMf8HnA/ssNb2j+zLBp4H8oH1wBXW2t2RY3cB3wFCwI+ttW+5EFvclpwFPSc4GzhdiHsL6g2MXwJLnnS6EWvPr9+q1XmIs2C1JBwVViJxzu/1cPX37+Qfj5Rw3Z5Heeuv15L0o+folDiLN/8DeBh4st6+O4F3rbX3GWPujDz+hTGmLzAZ6Ad0AmYbY3pbW3sNvyQsY6BNF2frd4mzL1QDhV83LLbm/hFs2DneplvdJKadhzgTm2rKh7inwkokAQT9Xi6/+Tc89VAp15ZOZ9YjNzDy1um0TQ+6HS3qrLVzjTH5B+y+CBgXuT8dmAP8IrL/OWttJbDOGLMGGA7Mj0lYaV28PujQ39mGXOfsqyyBrZ/XjdXa9Aksm+EcM17I7QeT/gRdhrsWW6JLy4iLJIjUgI8Lb/kTLwS+xYU1b/L+wz9gb1mV27Hckmut3QoQua0deNYZ2FTvvILIPpEjq9gL276AHcuhaA3s3eSM1drPOgPlQ9WuRZToO2KLlcYniMSPzBQ/4295hJcfKuXyypd45pE0Lv7xA6QG1Hgd0djo40ZnUTbG3AjcCNC1a9doZpKWJhyG3etg25ewfZlzReH2r+omIwVnmZ0OA2DwVKeVqkN/Z0JSf7JrsSU2mvJu+g80PkEkbrTLCDLslid48y9XcU3pdKY/lsrkH/6WgC+hZqDebozpaK3daozpCOyI7C8AutQ7Lw/Y0tgLWGunAdPAmXk9mmHFRRXFDYunbV85LVLVZc5x44GcE5yrA4dc50zFkNsfMjrpKsEEdcTCSuMTROJPp6xUKm96ivcf+xZT9zzKMy/145orv+12rFiaBUwF7ovcvlxv/7PGmAdwPhz2Aha6klBiq7YVqrZ42r4Mtn95cCtUbn8YPCVSQPWD9iepFUoaONb2/wbjE4wx9ccnLKh3nsYniLRQ3dtnsufa6WyYfjqnLb+XrwsmcmJeO7djNTtjzD9xPgi2NcYUAL/CKaheMMZ8B9gIXA5grV1mjHkBWA7UALeoxT0OVRQ7rU4NuvKWQ3Wpc3x/K9QQpyuvwwCniNJyN9IEzT2wQuMTRFqRU3p04skT7mTKN7fxz2d/Ra+fPYLXE19/OKy1Vx3i0BmHOP9e4N7oJZKYCYfparZzktkA73/uFFHbvoQ9G+rOCWZC7gA45dvOOKjcyFgoTYsgx+hYCyuNTxCJE5dcPoW3/jCDS0uf59V3L+eis8a7HUnk6FXuc1qdtn9Z15W3YzlzAyXO8bkeyO7pzJI++FqnmOrQX61Q0uyOtbDS+ASROJEe9OM/7z4qXjmbTh/+P7YPf4/cTI0ZkRYqHIY96yOtT1/VDSrfvb7unGCm0/I06Bp+8VGYFeGuzLrnu2qFkphoynQLGp8gEufGD+nPk/NvYmrRAzz5zJ+Y8oP/cDuSSL1WqNoCapmzVUVaoTDOWKiOg5yuvNor8jLz9rdCPT83spiyiiqJkaZcFajxCSJxzhjDmd/+GYv//BoXbH+MD5ZcxumDT3I7liSKcNgZ91RbPNUOKt+9ru6cQKbTdTfo6roCqv1JKpikxdGsgCICQOesVBaM+B0D5l9B2at3UtrvJU0cKs2vssS5Im//tAaRK/Kq9kVOMJDTEzqeDIOuiQwo7weZXTQWSloFvWuKyH4Xn30GL37+La4sf56nXnqGa6+e6nYkaa2sdVqh6s8Jte2rg1uhcvvBoKuc29wB0P5ESEqYBcIlDqmwEpH9vB5D/8m/Yf0Tcxjz9b0s23AO/brluh1LWoNwCL543ll4uLaYqt8Kld0DOg50WqFql3hRK5TEIRVWItJAv265PHXiL7l21Y957rm76fOzx/B5tV67HMHeTfDvm537Ob3g5Ml180K1P0mtUJIw9G4pIge59LJreMNzOpeW/YtZ77zndhxpDbLyYfI/ne690kLodbazdl7eUBVVklBUWInIQVIDPlLO/z2lJNNt/i/ZsrvU7UjSGpx4Hnx/jtPF9+zl8N69ThehSAJRYSUijTp98Em8knszQ8zXvPPM/VirBRKkCbJ7wHffgUHfhrl/gKcvg9KdbqcSiRkVViJySBOvuZ1P7UlcXPg481esO/ITRAD8yXDxI3DhX2DDx/DXsbDpU7dTicSECisROaTczGTWDfoFmaaMde896XYcaW0GT4HvvA0eH/z9XPjkr840DCJxTIWViBzW6RPO4etwFwbseJnCfZVux5HWptMg+P4HcMIZ8MYd8NJ3nElCReKUCisROazczGSWtL2IgZ61zPngXbfjSGuUnOVcMTjhP2HZTPjbBChc6XYqkahQYSUiR9R57BQqrR//509qELscG48Hxv4Mrp0JZUUwbTx89ZLbqUSanQorETmiUQN68b53BBOqPmDhqs1ux5HWrMc4uGmeM/v6izfAG7+Amiq3U4k0GxVWInJEPq+H4pOuJsOUsXrOU27HkdYuoxNc9xqcejN88jj8YxLsVcEu8UGFlYg0yYgJF7I23JGTtsxkT5laGOQ4+ZLg3PvgW3+HHcvhr2Ng7Ry3U4kcNxVWItIkXXJS+SRrEkPMSt6bN9ftOBIv+l8K33sPUtrCU5fA3D9COOx2KpFjpsJKRJqs3ejrqbZe7OKnNIhdmk+7Pk5x1e9SeO+38M/JsGut5rySVsnndgARaT3GntKXD14bxvjK2Sxdv51TundwO5LEi0AaXPa/0OVUeOv/wUOnOK1YecMgb4hz22kwBDPcTipyWCqsRKTJknwedvaeTPaqn/DGe89yynduczuSxBNj4NQbnclE186BgkWweRGseqP2BGh3IuQNjWzDnMcer5upRRpQYSUiR2X4mZdRsPK39Nj4EvsqfkR60O92JIk3OT2dbdh3nMflu2HzEqfQKvgUvn4VPotcnZqUBp1OibRsDYXOQyE9173skvBUWInIUenRPoPn08/lypKnmPXxQi6cMMrtSBLvkrOcVqwTznAeW+uMwaottAo+hY8fgnCNczyz6/4WrcGmkmU237XoknhUWInIUcsYeR2ht56m8tN/gAoriTVj6lq1Tr7S2VddDls/ryu2Ni2EZTOYEYAq64VpD9W1auUNhazuzuuINDMVViJy1MYPO4UP3z6FsWVvs2pbMb07aECxuMyfDF1Pc7ZaxVv5/n1/ZZBnDTf7dzvdhwv/6hxLyXG6DWsHx3ceAsFMd7JLXFFhJSJHLej3sqXDBE7ftoRPli+ld4exbkcSOVhGR94KD+Ot8DBuvn4ShGqgcEWk+3Cxc7v6rcjJxpn2ofPQulatdieBV38m5ejoN0ZEjkmw21DYBqXrFgEqrKQV8PqgwwBnG3qDs698D2ypHRi/CFa+Dkufdo75UyMD44fWdSOma4oROTwVViJyTLr2GUzFAj+BHUvdjiJy7JLbQM8JzgbOwPjd6+oKrYJPYf4jEK52jmd2cboN84Y5W8eBTjekSIQKKxE5Jifl5bDM5pNXvpKK6hBBv+YSkjhgDGT3cLaBVzj7qitg2xeRLsRIwbX8384xT6QVrHO9Vq3sHhoYn8BUWInIMUlJ8rEp2IezKt9h+ebdDM5v63YkkejwB6HLcGertW+7M3lpbbG19Fn49G/OseTseq1aQ537yW1ciS6xp8JKRI5ZebuTSd38KhtXfsbg/LPcjiMSO+m5cOIkZwMIh2DHinrF1mJYMxuIrHfYtne9gfHDoH1fDYyPU/pXFZFjlpI/FDZD+YZFgAorSWAeL3To72xDrnP2VeyFLZ/VtWqtfhs+f9Y55k9xBsbXb9nK6ORafGk+KqxE5Jh16zOIkg+DpBZ+4XYUkZYnmAk9xjkbRAbGr4fNi+tmjF/wGIQfco5ndK5blidvGHQ8GZJSXAovx0qFlYgcs5M6ZbLUdqdr5UpKKmtIC+gtReSQjIHs7s424FvOvuoK2PZlw/Fay1+OnB9pBes1EU69CVJz3MsuTaZ3QRE5ZgGfl4KUkzi/fBafbyxkeK+ObkcSaV38QegyzNm42dlXssMpsDYvcpbmmftHmP8wDLkeRv4IMvT/rCXzuB1ARFq3qtyTCZgaNq9a7HYUkfiQ1h5OPA/OuBuuexV+sABOuhA+eRz+ZyC88hOnS1FaJBVWInJc0roPA6ByoworkahofyJc+lf40WIYdA0sfQYeGgwzvg+FK91OJwdQYSUix6VHr37stmmkF2kAu0hUZXeHC/4Mt37ujLlaMQseORWevxa2fu52OolQYSUix6V3hwy+sj3oXrWavWXVbscRiX8ZneCc38FPvoQxt8PaOfDXsfD0t2DjArfTJTwVViJyXPxeD9vSTqK32cSyDdvcjiOSOFLbwhn/CT/9Cib8p7OY9P9NhL9Pgm/ec6Z3kJhTYSUix60mmIPPhNm7c4vbUUQSTzATxv7MacGa+N+w6xt46hL42wT4+jUIh91OmFBUWInIcSmrqqFr0TzWhjtwcv8BbscRSVxJqTDiB84YrPP/DOW74Lmr4fFR8OWLzrI7EnUqrETkuHz0xSpOZRlLUsfSKUuzRIu4zheAodfDDxfDJdPAhuGl78DDQ2HJk1BT5XbCuKbCSkSOy45FM/GZMJ5+F7odRUTq8/rg5Cvh5vlwxVMQSIdZP4KHBsGCx6GqzO2EcUmFlYgcs4rqEHlb32FTuB3DRkxwO46INMbjgb4Xwo0fwDUvQZuu8OYvnMlG5z0AFcVuJ4wrKqxE5JjNX7aOEXzBpymj6ZKT6nacgxhjuhhj3jfGrDDGLDPG3BrZn22MeccYszpym1XvOXcZY9YYY1YaYya6l16kmRkDvc6EG96E69+ADgPh3Xvgz/3hvXuhbJfbCeOCCisROWZbFs4gyYQIn9hiuwFrgNuttScBpwG3GGP6AncC71prewHvRh4TOTYZ6AecAzxqjPG6klwkmrqNhGtnwPfeh/wxMPcP8GB/eOuXsE/TphwPFVYickyqasJ02PI2W202g0ee6XacRllrt1prl0Tu7wNWAJ2Bi4DpkdOmAxdH7l8EPGetrbTWrgPWAMNjGlokljoPhsnPOOsRnjgJFjwKfx4Ir94Guze4na5VUmElIsdkwdcbGGWX8klgJD3aZ7gd54iMMfnAKcAnQK61dis4xRfQPnJaZ2BTvacVRPaJxLf2J8Flf3PWIzx5Miz+B/xlMCz9p9vJWh0VViJyTDZ98jJBU011nwvcjnJExpg04CXgJ9baw43UNY3sa3T6amPMjcaYRcaYRYWFhc0RU8R9lSWwbyvYEKTkOMvnyFHxuR1ARFqfmlCYtpvepNBmMHDEOW7HOSxjjB+nqHrGWjsjsnu7MaajtXarMaYjsCOyvwDoUu/peUCj08lba6cB0wCGDh2qtUOkdSv6Bt7/HXz1ojOT+5m/huHfhyTNTXe0VFiJyFH7dPUWRtslvJs0jgs6Zrod55CMMQZ4AlhhrX2g3qFZwFTgvsjty/X2P2uMeQDoBPQCFsYusUiMFW+FD34Pnz0F3iRnUeeRP4bkNm4na7VUWInIUVu74GVGmEoqTjgfp3ZpsUYB1wJfGmOWRvb9P5yC6gVjzHeAjcDlANbaZcaYF4DlOFcU3mKt1TogEn/KdsGHD8LCac5SN0Ouh7E/h/Rct5O1ekcsrIwxXYAngQ5AGJhmrf0fY0w28DyQD6wHrrDW7o485y7gO0AI+LG19q2opBeRmAuFLVkb3mS3TaPvyPPcjnNY1toPaXzcFMAZh3jOvcC9UQsl4qbKEvjkMfjoIajcBwOvhPF3QVa+28niRlNarGrngVlijEkHFhtj3gGuw5kH5j5jzJ0488D84oB5YDoBs40xvfWpTyQ+LFm7jdHhT5nrG8mkvBy344hIU9RUOlf6zf0jlBZCn/Ngwn9Abj+3k8WdIxZWkUuRay9L3meMqT8PzLjIadOBOcAvqDcPDLDOGFM7D8z85g4vIrG3av6rDDPllPWc1NK7AUUkHIIvnof3/xv2bnQmA538LHTR9GzRclRjrA43D4wxpv48MAvqPa3ReWCMMTcCNwJ07dr1qIOLiDtSN8ymxAY54bRJbkcRkUOxFr5+Fd77LRR+DR0HwQV/hp4TnKVtJGqaXFgdOA/MYT6pNmkeGF2qLNL6rC8sYXDVYj719Gdsvga5irRIaz9w1gDcvBhyesHl06HvRSqoYqRJhVW05oERkdbls88Xc4mnkI/bX43XozdpkRZl82J4979g7RzI6AwX/gVOvhq8mgAglppyVaDmgRERAMpWvA1Aet+JLicRkf0KVzpdfitmObOlT/wdDP0O+INuJ0tITSljNQ+MiFBVE6bzzo9Zb3MZfMpgt+OIyJ5NMOc++PxZ8KfCuLvgtB9AsOWv3RnPmnJVoOaBERGWrN3OMJbxbvAMLsxMdjuOSOIqKYR5f4JFTwDGKaZG3wapmv6kJVDHq4g0ybrP3uU0U0l513FuRxFJTBV74eOHYcGjUF0Gg66BcXdCZp7byaQeFVYi0iS+de9TZb10OkXjq0RirrQIHj3Vmdyz78XO5J5te7mdShqhwkpEjqhwXyV9yz7lM/owrHeXIz9BRJpXUioE20BNFZxxN+T0dDuRHILH7QAi0vJ9+tVy+nk2sD7rNIJ+r9txRBKPPwjXvOBMnfDMt5xFlKVFUmElIke0+wtnHfWkPme5nEQkgWX3cJaj2bsZnrvGWf9PWhwVViJyWOGwJXvbPAptBv0Gj3I7jkhi63oaXPwobPwYZv3IWbpGWhQVViJyWMu37GF4+HMWeU+hV67mxxFx3YBvwfj/cBZX/uAPbqeRA2jwuogc1orPPqS/2ceeTmM4zBqhIhJLY38Gu9bCnN85XYQDL3c7kUSosBKRwwqtmg1AzsBzXE4iIvsZAxf8D+zZCC//wJnLqtsIt1MJ6goUkcMorayhx94FfBXOZ3j/Pm7HEZH6fElw5VPQpis8dzUUfeN2IkGFlYgcxlebihhovmF1yiDapCS5HUdEDpSSDVe/4Nx/9gpNw9ACqLASkUPa/M2XBE01lW37ux1FRA4lp6czDcOejfD8tc4kouIaFVYickjlG5cCkNJ1kKs5ROQIuo2Aix6FDR/CKz/WNAwu0uB1ETmkQNEyKq2fzicMdDuKiBzJwMvrXSnYE07/uduJEpIKKxFpVFVNmA5lq1lJHn0657gdR0Sa4vQ7nOLq/d9CdndnziuJKXUFikijvtmxjxPNBjYl9SQtoM9gIq2CMXDhQ9BtFPz7B7DxE7cTJRwVViLSqLXrvqGtKaYk6yS3o4hIU1kLu9ZBj3EQqnSmYQjVuJ0qoehjqIg0qnjdEgB8nU52OYmIHJK1Ttffurmwfh6smwelO5xjmV3gxPPdzZeAVFiJSKPM9i8BaHvCYJeTiEgDezY6BVRtMVW82dmf1gF6nA75Y6D7WMjKd7oGJaZUWInIQay1ZO1byYZwe/p07ex2HJHEVrw10ho119n2bHD2p+REiqjboPvpkHOCCqkWQIWViBxky94KeoXXscbTnQkZAbfjiCSWkkKnkKotporWOPuDmU4hddoPoPsYaHcSeDRUuqVRYSUiB1m5YQvjzHaWZJyN0Sdgkegq3w3rP6rr2tux3NmflO5M/DnkOqeg6jAAPF5Xo8qRqbASkYPs/OYzPMYSzh3gdhSR+FNRDBvn13XtbfsSsOBLhq6nwYDLnTFSHQeBV3+mWxv9i4nIQWq2fA5AZncNXBc5blWlsHFB3VV7Wz4DGwJvALoMh3F3OYVU5yHg02LnrZ0KKxE5SNruFey2aXTv0dvtKCKtT3UFFCx0iqj186BgEYSrweODzkNhzG1O116X4eBPdjutNDMVViLSwN7yarpWf8PXdGNYuzS344i0fDVVsGVJXdfepoXO5JzGA51OgRG3OIPNu5wGAf2fincqrESkgU+Xr2GcWc/LaZfj8+qKI5GDhGpg6+ewPlJIbVwA1WWAgQ79Yfj3nBapbiOcK/kkoaiwEpEGti+ehc+Eoc8kt6OItAzhMGz/sq5rb8PHUFnsHGt3EpzybWeMVLdRkJLtblZxnQorEdmvOhSm/ZZ32WazGHTaeLfjiLjDWij8uq5rb8NHzpQI4EzC2f8yp2svfwyktXc3q7Q4KqxEZL9F32xlpF3Ku0njubB9httxRGLDWij6pq5rb/2HUFroHGvTDU6cBPljnWIqo5O7WaXFU2ElIvutW/gaI0wlZT3OcTuKSHTtXl/XtbduLuzb6uxP7wQ9z6hrkcrq5mpMaX1UWIkI4KwPmLbuLfbZZHqfeq7bcUSiY8cK+Odkp7ACSG1Xt2hx97GQ3UPr7clxUWElIgCs2LyHETULme8ZzJn5uW7HEYmO7cucour0X0C/S6FdHxVS0qx0LbWIAPDVwndpZ4rZlXcmHo/+0Eic8qc4t33OhfYnqqiSZqfCSkQA8Kx6nSrrpeOwC92OIhI9SZHCqqrM3RwSt1RYiQib95RzStnHfEo/Tj2pu9txRKLHn+rcVpe7m0PilgorEWHhwvn09GxlY/vxBP1et+OIRE/t2nzVpe7mkLilwkpEqPzqFQDaDFI3oMQ5dQVKlOmqQJEEt7esmj575vEFPRhxykC344hEV+3g9WoVVhIdarESSXAff76Mk80avs4cQ5uUJLfjNCtjTNAYs9AY87kxZpkx5p7I/mxjzDvGmNWR26x6z7nLGLPGGLPSGDPRvfQSFSqsJMpUWIkkuN2fvYzHWHz9LnA7SjRUAhOstScDg4BzjDGnAXcC71prewHvRh5jjOkLTAb6AecAjxpjNOgsnuwvrDR4XaJDhZVIAqusCdF5+/tsCLdn2LCRbsdpdtZREnnoj2wWuAiYHtk/Hbg4cv8i4DlrbaW1dh2wBhgeu8QSdV4feJOgSoPXJTpUWIkksE++3sBpfMni5BF0yUl1O05UGGO8xpilwA7gHWvtJ0CutXYrQOS2feT0zsCmek8viOyTeOJPUYuVRI0KK5EEVvDpqwRMDdW9znM7StRYa0PW2kFAHjDcGNP/MKc3Ng23bfREY240xiwyxiwqLCxshqQSM/4UTbcgUaPCSiRBhcOWrI3vUGTT6XfqWW7HiTpr7R5gDs7Yqe3GmI4AkdsdkdMKgC71npYHbDnE602z1g611g5t165dtGJLNCSlaLoFiRoVViIJ6vONhYwML2KBbxj98rLdjhMVxph2xpg2kfvJwJnA18AsYGrktKnAy5H7s4DJxpiAMaY70AtYGNPQEn3+ZHUFStRoHiuRBLXyk7c4xZRR3PUsTPwuRNsRmB65ss8DvGCtfdUYMx94wRjzHWAjcDmAtXaZMeYFYDlQA9xirQ25lF2ixZ+qrkCJGhVWIgkq8M2blNsk8k+Ny2kWALDWfgGc0sj+IuCMQzznXuDeKEcTt4RDULQaejb6zy9y3NQVKJKA1hWWMKxyAQvMQIb20kVvkkAKFkFZEfTW3K8SHSqsRBLQkoUfkGd2srXDGfi9ehuQBLLydfD44IQz3U4iceqI76haEkIk/oSWv0bIGtoNucjtKCKxtepN6DYSktu4nUTiVFM+qmpJCJE4srOkkv77PuQz25sRA/u4HUckdnatg8Kvofe5bieROHbEwkpLQojElwWLP6OvZwNrck4nLaDrVySBrHrTue1zjrs5JK41aXCFloQQiR/7Pp8FQPKAC11OIhJjK9+Atn0gu4fbSSSONamwisaSEFoOQiT2yqpq6L5zDqvCnTlt6DC344jETsVe2PCRWqsk6o7qcqDmXBJCy0GIxN6CZWsYalbwedpocjOCbscRiZ0170K4RuOrJOqaclWgloQQiRPbPp2Fz4ShT/wuuizSqFVvQnI2dNGQX4mupoxc1ZIQInEgFLa03zKbbTaLQaeOdzuOSMx4CcHqt6HXRPDoInWJriMWVloSQiQ+FJVU0j28kS89fTgzN8PtOCIxM9ishvLdGl8lMaEpl0USRE3Y4iVMyJMUz4suixzkDO8S8Pi1PqDEhAorkQQRihRWVv/tJcGc6VkC+aMgqJZaiT69w4okiFDY4jUhwkb/7SVxdDPbOMGzRRdsSMzoHVYkQYSs02IV1gpTkkB6mshsP52HuBtEEoYKK5EEEQ5bPISxKqwkgSRR49zxad42iQ0VViIJorbFyqorUBJIEtXOHV/A3SCSMPQOK5IgQmGLjzAWtVhJ4giYSGHlTXI3iCQMFVYiCSIcJtIVqP/2kjj8ROanVouVxIjeYUUSRE047HQFepqy4IJIfNjfFagWK4kRFVYiCSJsrVqsJOGosJJY0zusSIIIhcFHSFcFSkKpuypQXYESGyqsRBJEKBTGa6wKK0koSaaasDWgLnCJERVWIgkiHI4M4lVXoCSQJGqowgdaH1NiRO+wIgkiFHK6RDR4XRJJgGqq8LsdQxKICiuRBGFrCyu1WEkCSaKGSvRhQmJH77AiCaKyrBgA69XSHpI4ktRiJTGmwkokQezbvt650ybP1RwiseQ3NVRbtVhJ7KiwEkkQ1bvWAxDIyXc1h0gs7R+8LhIjKqxEEoTZWwBARofuLicRiR0fIUJaH1NiSIWVSIJIKtlCiQ3Srl0Ht6OIxEwYD2DdjiEJRIWVSILIqNrKFptD56wUt6OIxEwYg0eFlcSQCiuRBFBcUU1uuJCtph3ZqVozTRKHCiuJNRVWIglgy55yOpmd7E3qgNEM1JJALAYPYbdjSAJRYSWSALYWFpFtSqhI6eh2FJGYCuPBqMVKYkiFlUgC2LdtLQDhjC4uJxGJrTAGr1qsJIZUWIkkgPKdGwDwZXd1OYlIbIXxaIyVxJQKK5EEEN69EYDU9prDShJL2BqMUWElsaPCSiQBJJVsptp6yc5Vi5UkFqfFSl2BEjsqrEQSQGrFVrbZbDrnpLkdRSSmNN2CxJoKK5E4V1UTJqdmB5tpS25G0O04IjFlVVhJjKmwEolzW/c6c1jt8uXi9+q/vCSWMAajrkCJIb3LisS5wn2VtGMP5YF2bkcRiTldFSixpsJKJM5VVlWRZEKEfcluRxGJOY2xklhTYSUS56orygAIewMuJxGJPS1pI7GmwkokzlVXVQBgfRq4LonHYLFofUyJHRVWInGuprLUueNTi5UkJhVWEksqrETiXM3+FqvEHWNljPEaYz4zxrwaeZxtjHnHGLM6cptV79y7jDFrjDErjTET3UstzUELMEusqbASiXPhSmeMlfEndIvVrcCKeo/vBN611vYC3o08xhjTF5gM9APOAR41xnhjnFWamUoriSWf2wFEJLpC1U6LlfEnZouVMSYPmATcC9wW2X0RMC5yfzowB/hFZP9z1tpKYJ0xZg0wHJh/tF+3urqagoICKioqjit/SxUMBsnLy8Pv97sd5bDUCSixpsJKJM6FIl2BHn/CDl7/M3AHkF5vX661diuAtXarMaZ9ZH9nYEG98woi+45aQUEB6enp5OfnY0x8/Xm31lJUVERBQQHdu7fshb01eF1iTV2BInHOVpcD4EnAFitjzPnADmvt4qY+pZF9jfYkGWNuNMYsMsYsKiwsPOh4RUUFOTk5cVdUARhjyMnJaTWtcSqsJJZUWInEuXCkK9CTlHiFFTAKuNAYsx54DphgjHka2G6M6QgQud0ROb8A6FLv+XnAlsZe2Fo7zVo71Fo7tF27xme1j8eiqlZr+d40eF1iTYWVSLyrbbFKwMLKWnuXtTbPWpuPMyj9PWvtt4FZwNTIaVOBlyP3ZwGTjTEBY0x3oBewMMaxm01BQQEXXXQRvXr1omfPntx6661UVVUxZ84czj///Eafk5+fz86dO2OcNHoMGrwusaXCSiTe1VQC4EtK2DFWjbkPOMsYsxo4K/IYa+0y4AVgOfAmcIu1NuRayuNgreXSSy/l4osvZvXq1axatYqSkhJ++ctfuh3NBa2jdU3igwavi8S7GqfFyhdIcTmIu6y1c3Cu/sNaWwSccYjz7sW5grBVe++99wgGg1x//fUAeL1eHnzwQbp378748eP3n1dUVMRVV11FYWEhw4cPx9r4at9RV6DEmgorkThn9rdYJV5XYEuRf+drUXnd9fdNOuSxZcuWMWTIkAb7MjIy6Nq1K2vWrNm/75577mH06NHcfffdvPbaa0ybNi0qWd2jqwIltlRYicQ5E3IGr/uDid1ilWistY0OMD9w/9y5c5kxYwYAkyZNIisr66DntHZqs5JYUmElEue8NRWErSFJY6xcc7iWpWjp168fL730UoN9xcXFbNq0iZ49ezbY31qu8DsW8fudSUulwesicc4bKqOMAKmBlj1DtjSvM844g7KyMp588kkAQqEQt99+O9dddx0pKXWtl2PHjuWZZ54B4I033mD37t2u5I0mdQVKLKmwEolzvppyygiSEtCSd4nEGMPMmTP517/+Ra9evejduzfBYJDf/e53Dc771a9+xdy5cxk8eDBvv/02Xbt2dSlxdPx3zdVcUNnqr0WQVkRdgSJxzhcup8wGSElSYZVounTpwiuvvHLQ/nHjxjFu3DgAcnJyePvtt/cfe/DBB2MVLyaKSXU7giSYJrdYGWO8xpjPjDGvRh5nG2PeMcasjtxm1Tv3LmPMGmPMSmPMxGgEF5GmCYQjLVZJ+hwlIhJtR9MVeCuwot7jO4F3rbW9gHcjjzHG9MWZ4bgfcA7wqDFGH5VFXGCtJRAupxS1WImIxEKTCitjTB4wCfjfersvAqZH7k8HLq63/zlrbaW1dh2wBhjeLGlF5KhU1oRJppIKgvi9GlIpIhJtTX2n/TNwBxCuty/XWrsVIHLbPrK/M7Cp3nkFkX0iEmNlVSFSqKDSo8lBRURi4YiFlTHmfGCHtXZxE1+zsetaD5qfzRhzozFmkTFmUWFhYRNfWkSORllVDammgmoVViIiMdGUFqtRwIXGmPXAc8AEY8zTwHZjTEeAyO2OyPkFQJd6z88Dthz4otbaadbaodbaoe3atTuOb0FEDqWsKkQylVR7VViJiMTCEQsra+1d1to8a20+zqD096y13wZmAVMjp00FXo7cnwVMNsYEjDHdgV7AwmZPLiJHVFpZQyoV1Pi0nE0iMsZw++237398//338+tf/9q9QCIJ4HhGs94HnGWMWQ2cFXmMtXYZ8AKwHHgTuMVaGzreoCJy9MorqgiaakIqrBJSIBBgxowZ7Ny50+0oIgnjqAora+0ca+35kftF1tozrLW9Ire76p13r7W2p7W2j7X2jeYOLSJNU1FeAkBYhVVC8vl83HjjjY1O+llYWMhll13GsGHDGDZsGB999BEAAwYMYM+ePVhrycnJ2b8kzrXXXsvs2bNjml+kNdKMgSJxrLqsGACbpNmnXfXGnbDty+Z9zQ4D4Nz7jnjaLbfcwsCBA7njjjsa7L/11lv56U9/yujRo9m4cSMTJ05kxYoVjBo1io8++ohu3brRo0cP5s2bx5QpU1iwYAGPPfZY834PInFIhZVIHKsq3weA9auwSlQZGRlMmTKFhx56iOTkuosYZs+ezfLly/c/Li4uZt++fYwZM4a5c+fSrVs3br75ZqZNm8bmzZvJzs4mLS3NjW9BpFVRYSUSx2oqnK5AE1BXoKua0LIUTT/5yU8YPHgw119//f594XCY+fPnNyi2AMaOHcsjjzzCxo0buffee5k5cyYvvvgiY8aMiXVskVZJUzGLxLFQpLDyJKW7nETclJ2dzRVXXMETTzyxf9/ZZ5/Nww8/vP/x0qVLAWfh5p07d7J69Wp69OjB6NGjuf/++1VYiTSRCiuRONbr5JHMHPYsJ5wy1u0o4rLbb7+9wdWBDz30EIsWLWLgwIH07duXxx9/fP+xU089ld69ewMwZswYNm/ezOjRo2OeuTmsv28S6++b5HYMSSDqChSJYyf3zOPknnluxxCXlJSU7L+fm5tLWVnZ/sdt27bl+eefb/R5Tz311P77I0eOJBwON3qeiBxMLVYiIiIizUSFlYiIiEgzUWElIiIi0kxUWImIRIm11u0IURPP35vI8VBhJSISBcFgkKKiorgsQKy1FBUVEQwG3Y4i0uLoqkARkSjIy8ujoKCAwsJCt6NERTAYJC9PV5yKHEiFlYhIFPj9frp37+52DBGJMXUFioiIiDQTFVYiIiIizUSFlYiIiEgzMS3hihVjTCGwIUZfri2w84hnxVZLy9TS8oAyNUVLywOHz9TNWtsulmGipZnfw1riv+OhtJasrSUnKGs0RCPnId+/WkRhFUvGmEXW2qFu56ivpWVqaXlAmZqipeWBlpmppWtNP7PWkrW15ARljYZY51RXoIiIiEgzUWElIiIi0kwSsbCa5naARrS0TC0tDyhTU7S0PNAyM7V0reln1lqytpacoKzRENOcCTfGSkRERCRaErHFSkRERCQq4rawMsZ0Mca8b4xZYYxZZoy5td6xHxljVkb2/8HtTMaY540xSyPbemPM0haQaZAxZkEk0yJjzHCX85xsjJlvjPnSGPOKMSYjFnkiXztojFlojPk8kumeyP5sY8w7xpjVkdusFpDp8sjjsDEmZlfBHCbPH40xXxtjvjDGzDTGtIlVJrc19ffDGHNO5P1ojTHmzqY83xhzV+T8lcaYiY285ixjzFctNasxJsUY81rkd2OZMea+I+Rr9OvWO26MMQ9Fjn9hjBnc3JmbKpZZjTFnGWMWR94XFxtjJrTUrPWOdzXGlBhjftZScxpjBhrn782yyM/26FYbt9bG5QZ0BAZH7qcDq4C+wHhgNhCIHGvvdqYDzvkTcLfbmYC3gXMj+88D5ric51Pg9Mj+G4DfxPBnZIC0yH0/8AlwGvAH4M7I/juB37eATCcBfYA5wNAWkOdswBfZ//tY/ozc3pry+wF4gW+AHkAS8Hnte8Khnh/5//A5EAC6R57vrfealwLPAl+11KxACjA+ck4SMK/2/eZovm69c84D3oj8Hp4GfBKtn+8Rfo6xznoK0Clyvz+w+Sj+zWOatd5rvgT8C/hZS8yJs4byF8DJkcc5Tf33r93itsXKWrvVWrskcn8fsALoDNwM3GetrYwc29ECMgFO1Q1cAfyzBWSyQG2rUCawxeU8fYC5kdPeAS6LRZ5IDmutLYk89Ec2C1wETI/snw5c7HYma+0Ka+3KWOVoQp63rbU1kf0LgLxYZ3NRU34/hgNrrLVrrbVVwHOR5x3u+RcBz1lrK62164A1kdfBGJMG3Ab8tiVntdaWWWvfB4i81hIO/btxuK9bP/+Tkd/DBUAbY0zH5sx8iGyuZrXWfmatrX1vXgYEjTGBlpgVwBhzMbA2krWpYp3zbOALa+3nANbaImtt6Cjyxm9hVZ8xJh+nsv8E6A2MMcZ8Yoz5wBgzrAVkqjUG2G6tXd0CMv0E+KMxZhNwP3CXy3m+Ai6MHLoc6BLjLF7jdNHuAN6x1n4C5Fprt4JTEALtW0Am1zQhzw04nyoTRVN+PzoDm+o9LqDuw9ahnn+45/wGp9W7rBVkBcA43cMXAO8eItsRX+Mw50Ql82HEOmt9lwGf1TYatLSsxphU4BfAPU3M50pOnBrBGmPeMsYsMcbccZR547+winyCewn4ibW2GKeZLwunufDnwAuRliI3M9W6ihi2Vh0h083AT621XYCfAk+4nOcG4BZjzGKcLsKqWOax1oastYNwPlUPN8b0j+XXb0xLy3S4PMaYXwI1wDMuxYsKY8xsY8xXjWwHfqI+5Es0su9Il2o3+hxjzCDgBGvtzJaetV4mH8573kPW2rXH8XUPdU6zZ26G5zZnVucFjemH09X+/aacf4QcTTnnWLLeAzxYr2W7qWKd0weMBq6J3F5ijDnjSCEPfIG4ZYzx4/xxfsZaOyOyuwCYYa21wEJjTBhnHaFCFzPVvsFcCgyJRY4mZJoK1A74/xfwv27msdZ+jdNEizGmNzApVnnqs9buMcbMAc4BthtjOlprt0aanWPWrXyYTE0esBwtB+YxxkwFzgfOiPy/ixvW2jMPdcwY05TfjwIatr7mUdftfqjnH+o5I4Ahxpj1OO/t7Y0xc6y141pg1lrTgNXW2j8fKlsTXuNw5yRFIfPhxDorxpg8YCYwxVr7TRNzupH1VOBbxrlgrA0QNsZUWGsfbmE5C4APrLU7AYwxrwODOXSL6sFsFAZttoQNp1J9EvjzAftvAv4rcr83TjOhcTNT5Ng5kX/MlvJzWgGMi9w/A1jscp72kVtP5PgNMfwZtQPaRO4n4wy0PR/4Iw0HP/7B7Uz1js8htoPXD/UzOgdYDrSLVZaWsjXl9wOnAFqLM0i6dnBtv8M9H+hHw8HVazlgcC2Qz9ENXo95VpxxYC8BniNkO+TXrXfOJBoOXl4YzZ9vC8raJnLeZcfw+xnTrAe87q9p+uD1WP9Ms3DG/KVEnj8bmHRUP9vmfCNpSRtOE57FGd2/NLKdF/nhPo3zyX4JMMHtTJFj/wBuakE/p9HA4sgv4ifAEJfz3IpzheAq4D5iVAxHMg0EPotk+orIVZs4V4u8C6yO3Ga3gEyX4HziqgS2A2+5nGcNzoeX2n/Lx2P1M3J7O9TvB9AJeL3eeedFfq+/AX55pOdHjv0ycv5KGrmajqMvrGKaFaflwOJ8gKv93fjuYfId9HVxPiTfFLlvgEcix7+k3oeKaPx8j/CzjFlW4D+A0no/w6UcxZXusf651jvn1zSxsHLp3//bOAPsv+IYPjBr5nURERGRZhL3g9dFREREYkWFlYiIiEgzUWElIiIi0kxUWImIiIg0ExVWIiIiIs1EhZWIiIhIM1FhJSIiItJMVFiJiIiINJP/Dyxri3XGWSxIAAAAAElFTkSuQmCC\n", "text/plain": [ "<Figure size 720x360 with 2 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = profiles(tracer, file)" ] }, { "cell_type": "code", "execution_count": 58, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 1080x360 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = thalweg_plots(tracer, file, cmap, cdiff, vmax, vmin, dvmax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Flagellates" ] }, { "cell_type": "code", "execution_count": 59, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 1080x504 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tracer = 'flagellates'\n", "file = 'ptrc'\n", "month = '06'\n", "cmap = cm.algae\n", "cdiff = cm.balance\n", "vmax = 1\n", "vmin = 0\n", "dvmax = 0.5\n", "fig = surface_plots(tracer, file, month, cmap, cdiff, vmax, vmin, dvmax)" ] }, { "cell_type": "code", "execution_count": 60, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.22420064332130854 0.22418119976317058\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 720x360 with 2 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = profiles(tracer, file)" ] }, { "cell_type": "code", "execution_count": 61, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 1080x360 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = thalweg_plots(tracer, file, cmap, cdiff, vmax, vmin, dvmax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## NH4" ] }, { "cell_type": "code", "execution_count": 62, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 1080x504 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tracer = 'ammonium'\n", "file = 'ptrc'\n", "month = '07'\n", "cmap = cm.speed\n", "cdiff = cm.balance\n", "vmax = 1\n", "vmin = 0\n", "dvmax = 0.2\n", "fig = surface_plots(tracer, file, month, cmap, cdiff, vmax, vmin, dvmax)" ] }, { "cell_type": "code", "execution_count": 63, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1.041049437208646 1.0409858734119692\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 720x360 with 2 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = profiles(tracer, file)" ] }, { "cell_type": "code", "execution_count": 64, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAABCkAAAFgCAYAAACWmSNkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Il7ecAAAACXBIWXMAAAsTAAALEwEAmpwYAACuU0lEQVR4nOy9ebxkd1nn/3nOqaq7b919093pJQvpJHQWQgghCVvYNAlIGAc0KBgdFHBARHScMDoqvxnnh+sP5yfILyIDzqgMIqMZJ4oYZZMtYcmekCYJpJPeu2/37dt3qTrn+f1xzql7qu7Zl+/5nqrnnddNV53t+1TVqaee7/N9FmJmCIIgCIIgCIIgCIIgVI1RtQCCIAiCIAiCIAiCIAiAOCkEQRAEQRAEQRAEQdAEcVIIgiAIgiAIgiAIgqAF4qQQBEEQBEEQBEEQBEELxEkhCIIgCIIgCIIgCIIWiJNCEARBEARBEARBEAQtECeFIAiCIAwhRPQgEV1ftRyCIAhCORDR9US0P2L/x4joP6uUSRCSIE4KQRAEQRhCmPkSZv5c1XIIgiDoDBE9SUSHiGjCt+2niehzFYrlyXEdEf0TES0S0Uki+t9EtLdquQQhL+KkEARBEARBEARBCKcB4OerFsIPEV0L4B8A/A2AswGcB+BeAP9CROdXKZsg5EWcFIIgCIIwhLirg68kIpOI/gMRfdddjfsGEe1yj7mYiD5LRMeJ6FEi+pGq5RYEQaiA3wHwS0Q0G7QzTFcS0XlEtEBEhvv8I0R02Hfe/yCid2eU6bcB/Ckz/wEzLzLzcWb+VQBfBfAbIXI+l4i+6er6/wlgNOPYglAq4qQQBEEQhOHmPQDeCOAmANMA/g2AM25o82cB/DmAs9xjPkREl1QlqCAIQkXcA+BzAH6pf0eUrmTmJwCcAvBc9/AXAzhNRM92n78EwOfTCkNE4wCuA/CXAbs/CeBVAee0APw1gP8OYJN77r9OO7YgqECcFIIgCIIw3Pw0gF9l5kfZ4V5mPgbgNQCeZOb/xswdZv4mgL8C8PpKpRUEQaiGXwPwc0Q037c9Tld+HsBLiWib+/xT7vPz4DiG780gyyY487gDAfsOANgSsP0aAE0AH2DmNjN/CsDdGcYWhNIRJ4UgCIIgDDe7AHw3YPs5AF7ghiovENECgB8HsC3gWEEQhIGGmR8A8LcAbuvbFacrPw/gejhRE1+AE5HxUvfvi8xs949FRD9ORKfdv78LEOcEABvA9oB92wEcDdh+NoCnmZl9274XcJwgVE6jagEEQRAEQaiUpwA8C8ADAds/z8wbwoYFQRCGlF8H8E0Av+fbFqcrPw+npsV+9/GXAHwYwApCUj2Y+c8A/FmYEMy8RERfAfAGAP/ct/tHANwVcNoBADuIiHyOit0IdlILQqVIJIUgCIIgDDcfAfCfiGgPOVxORJvhrBheSERvJqKm+/d8Xy61IAjCUMHM+wD8TwDv8m2O1JXM/BiAZQBvAvAFZj4F4BCcehCp61H4uA3ArUT0LiKaIqI5IvrPAK4F8L6A478CoAPgXUTUIKIfBnB1jvEFoTTESSEIgiAIw83vwym09g9wCrz9CYAxZl4E8AMAbgHwDICDAH4LwEhFcgqCIOjA/wVgwnuSUFd+HsAxZv6+7zkB+FZWIZj5SwB+EMAPw4mS+B6cAp0vch0j/cevucf+JJx0kR8F8Oms4wtCmVBvWpIgCIIgCIIgCIIgCEI1SCSFIAiCIAiCIAiCIAhaIE4KQRAEQRAEQRAEQRC0QJwUgiAIgiAIgiAIgiBogTgpBEEQBEEQBEEQBEHQgkbVAuRhfIp4ZjNt2H6mY2a63krG84IYbViFXrvTifYnNRp2pvP953nHGO2NxVTtJnX3UdsC2+HjkRE8VtQ5eSDDiL22/5gw+bLATedzpbYVc2Ty66W9lieDXw7/NrtJPZ8bGQa4acIY4w33KbB+rwbtA4DxkO39jJnr6mXZ6vQ8HzFHAQALa6dx8Ht8lJnnE100IWPTozw2NYLjT5/cqCCEQgjSvzroXqD33q1a90Zdo1//JtG9QLguVa1701Kk7gWy6cuoawHpdHkS3Qu4v6mrbec4wwBNG5G61yPomKL076q1gmWrU7j+3bRjhpcXV7F8akV0b0lsmpvlXWdvVzpmh5z7p8Gdnm3+52HHhV0v7pikcnnXCXtcxLUBoLN4Eo2pmVzXDLp+Ue9FGWR9T737AIi/FwaBJPdG/3fjvoceKVT3EhHNmy377MYovr0yGLZvrZ0UM5sJt/5Kc8P2+xZmM13vwaPZzgviki0LhV772KHojm+bt66mvkb/OXFjAMDEwQ7MA4uwl5YBAMbEGADAXlruPg7DO6dojImx2Gv7j4mTMw3W9ikAgHlgsbDrpbmWN74f88Biz/albQ1MHOz0PAeAl1xyKJOMl88uJDruspl13Xv/ySM9z/fM7QUAfPrJz+O33rr2vUyChLBpxwxbbQunj58BERFLC6NSCNK/OuheoFf/6qB7g66TVv96utfD07lJ9FpZujctRepeIL2+jLsWkFyXJ9W9ADbo381bVzfYCEnJon/72TO3F59+8vMAmoXqXyKi5qjzmjftmGFxEpfDrrO34+/+/E+VjnlkZBYAML+60LPN/7xqypbn+Jf+DwBg04teHfh8EMn6nnr3CwCt7pGyOP6l/xN7H/R/h3ZccXWhtu8lrSn7qc4yvt/W4/e+CCTdYwCIMpIv2bLQNYY2b13t/uXFmBjrMTj7jU9r+1SgEVe0karq2rrgvaf+99czhPuP8e9b2tboOa6IeyANYQZz1kltFEsnljE9PwGzYWDu7Gk9lpCF2hL1XYn7HvknokXpXg9P3/XrYk83+HWF/9giGQad68f/ngIb9WqQ7vU/9hwUulC0/p3bPm2bDQPT8xNYOjE4hrIQTP/k0z8x9T9OQtrjk8hTNJte9OqeiWi/s2IQGQYHQ9mocNgQET3VWcae5gQMAM8ZmR6IxblaOymyhhYPEmEGT9ZVmqLxG8tFG8p+4zzpNXUyqv0Gbf+kot/J07/fw2/8JkEnI/mxEw8Vfs1NO2aYTEKj1cDE3Hg3mqLwgYRA/Zt0lbefIvVV/7VU68K48fJ8/8Kcv1HHe5Shf71/+x0l/cfponf7dWrY4yh9HOYcjiPt8XmIiqLwKNpBQUR0+sQZTMyNo9FqgEzCph0zA2EoDwJ5nABBURRFU6fJcL9TYpAjKbJSp8+zbLz3osz35JLWlD1KBsYME7ubY3iqs1LaWCqpdbpH0VyyZaHwsOOi2Lx1NVE6hp8oYzmvoQxsDG31tkWd4x2TNTXEn14StT/tviRETQ76X1/S68RNONJMSPpRaRRnxfm+HS7seksnljG1ZRwA0GiZMBsGJp1oCnFUCIWSR4dmOdeftuWlOVShf6NS+6rQv0nfg6Dji9K//Sl1w8jc9ml7eXEFjZbjvJycG8Pi0TMVSyV45JkgpT23iKgIof6Io0INRETTRgN7mhMAgAmj0Y2muHf1VK1t31pHUhRdbA3QJwKhDmSdQAetUPVv608liUsvKYugqIYk55RNf5ixt00XkqzkFY0/isJDoinKo2j9609NqztVR3NEERUh0B/15j3OErUWNm7ac9LqXxXE6dqw/Sqi2OJ0r1cP6MGjs4UtyvijKDwkmmK46HdMDPoEdZBTPIR64Y+i8BiUaIpaOynCyBpy7BFkUOY1oHUyUsNIYkAFGV/9OblJDMqgY/pXuIoKE+53hiRZPSvCMA5L28iLTs4InVg6sYzJud77xYumkNoU9aYO+rMfT+ayZI/ToWnODUp3KEL/RjlCkp5T1NhFUaX+zWvblIVXi8KLovCYnBuT2hSCEINEnghZ8WpR7Gr0/lb7oymqkawYau+kKKPwnp9+50QZBmdSB0ieVZii5Y5bxU9iyHnRAEF/QP4JfZSBWvbKnG4rf0WRxEjWJYrCQ6Ip1FKUk9jTi/3Piyat7tWlpotHf1RVmvo0YboXKEb/pt2Xdsyg16pj5MUgExRF4SHRFMPDoEdOhJGnHsWgOycG/fX5qaouSVAUhcfu5hi+X/Noilo7KeL61+chyiAus8hbHP4K8ToYy1HGcRErTmkMzqjjkhrhZRm3uhjNOtwzXrgxkKztbRKCoig8JJqifqiInMgyhg7fHz9hOjaP7s3iKI6KzAhzgsRdY9DIe++UEUVRhP4Ni6LwkGiK4WF+dWGoJqZ5GXTHzqC/vqoJi6LwmDAaMFHvaIpaOymMdnXve5SBm9XATnNeFoOnKMM/TUeJrEZ0nEEbRlCIb5TzJEsqRr9jJqmsg26EZ6GIYnNRURTdcSSaonDKdBJHkUX3xm2vSzRFlL4J0nNFODHSOCridG/YddPo3v7fnyT6V6IrNnLs0Ehu/RsVReEh0RTDwZGR2VwtSOtE0avmVU3my/qM+u8FwaHo9yQqisKj7tEUtXZS6ECckRu1+lFFnnXVq4dpnQ/e8UF1JZLUmUhipKcxYKMM46yOlaQkuf4w1quIiqLwSBtNQUQfJaLDRPRAyH4iov9KRPuI6D4iujKD6LWmSidxGeha96Io/ZvGoeo/Hgiu66Na98Zdu2zdF/beeZ9PHXSvP4qtCOKiKDzSRFOI7h0MdF9F12kSXZUsZX1GRV1Xp89IN+KiKDzqHk1RaycFta3QfVlDI9Oc1++giMuZLruQmg4kXeXLcl0V5xRxvToYq7oQ1y4wjiRRFB4poyk+BuCGiP03Atjj/r0VwB8luKYQweWzC4n1r79eRX/tCl0pWsakerYK3VvGNfNE7gkbmTjYyaV/k0RReKSMpvgYRPfWDt2dEkVTZDTFoL13nnNBnAzlkSSKwqPO0RS1dlL4CSrWF2TweoZw2L6w81Shu6GdhTTpIUmuk2R/EakoQSuPSVc1k6xaBhW8S/oe+WuTJEWn9ndFkSSKwsOLpgBwfdyxzPwFAMcjDrkZwJ+yw1cBzBLR9kSCDAFhOjRO9xYtQ9B1y0jVK4ui6g8VoXvjdFkR42XVh/3XyBJ1liY9RkfdWwEvSxJF4ZE0mkJ0ryBEU5fJ/6A5X3QhaRSFhxdNQUTXlStZ8dTeSZGnz7ffgNW1tVcWdDO0iySpYyHr9cIcKkWt0AUZ0EnGiho/i8NiECCi55KRLIrCY8JxaPxiAcPvAPCU7/l+d5vg0q9Tw/Rt1HFlMcg6skySOF2zpJP4r53HeZt0zCjHeZw+DtK1w6h/AfxikigKj0arATIIRPTcnOOK7tUQb+Jcl4mpbnKmcTzoJrugnGtGEkZReOxqjgHAe0qTqCQGPjby8tmFbptSVSt4/df2y+BRpZF8yZaFxM4dHY0vz2j0in7pGM5cpAxpoiuK6pZREzY3xlswJpJ5kwGgOc7AUyf3EtE9vs23M/PtKccOShmpZc5fVejqGE6jH4eRpW2NnoKLqvRvFv3ml7WIIqJ5GbB7a3NzdgJpahE3xlexurT2ZiL6Y9/mtPpXdG+JHBmZzTQJ9nf2kEl0etK8Z0Hvc9bPrQy8eyGPTHWJFqmIzdvMMZzTnE58QpttfHv11OYSZSqF6mdnmuIZ0P3OBRV4DgzPmOl/XgVRBmJVk2PVzgV/6LX/9fodOUHvQ5lyhjmR8oYnDziHmfmanNfYD2CX7/lOAM/kvGbtuG9htrRUDf/1Vejh/nH6HckDNLnMTVWO3aDfGk+3hf0G5ZE1LoItCaJ7N3AnM+dZ0RPdq5gyJsA6TaqF4ijqc5V2tgIwAOkeSclTSLP/ryz6r91faE1V9MWwG1VpXn9Z71VY6LTOqR2q61FUzB0AfsKtNH8NgJPMfKBqoaoi7LPPW+fHf36aa+TV01VEuun83VZFktevohVsXCcPHblsZj5WBw8Ions1RZwOgjgXhCIZCidFFWHFKrqLlEHW1SGdjbc0DOLqWL+sko8fDxH9BYCvALiIiPYT0VuI6O1E9Hb3kDsBPA5gH4A/BvBvKxJVG+IcFUVQln6sWu8OC0XpzSr0b5IxPceGbr8Pe+b2bnAS65DmGIToXv0Icz5ETUZloloeWT6PYUWn90SceOnR81cqIdzsLRriGcn3nzyS67qXzcznvkZZVJnTOgg1D/qNx6Jfjz/0OOz98m8v4z3NanyWGVYfFkVhbZ8C7itlyFww8xtj9jOAdygSpzbk1Z1F6N6yHA4DVk+gMuLSM6JSOpJeN2wMFb9hS9saGIXVI5Ou6Kh/RfdWi6qJ1KBP2OqazqKj3J5MaWXTyUEhZKPWkRR2k3pWhYtwTiQJl4xqr6cbOspUB/pDitNWdA/b569robsBWzZ75vZqu5onxGM3kxfMS4IOoepx+jIoCqmIyKQ816irLomKxkuiJ9Nu9++v63tWNKJ/hTxETRh1m+jWgaST6qIiWHSexAfJNkj31PEv/Z+qRagFtXZSNBp21SJsoOy6FVnQTR4PHYzEOEdDXhn9BnGeaxVlVOuS6rFj29UA9LgHhGz49a/fQZzF2ZDXQRFVM8i/TZf7Py9FfG90/+4V9Rqj9K/K9D5d7j2/7tX9HhCiyTPR0XmCOgiUOaEu6tplyehdN8/1i4iYKOL1yfekWmrtpBhtWFWLkAm/0ayqLWpZjoqyesanvYZ/5S3LWFUabP2GdJ56H3neB1V4RrJQb8rSv3EOizS6rOrojDKd1jpNMrPKUbXu7ZehakdGGLouNAjV4zkqZGVWEIRBo9ZOin78BmnZxmm/0ZDUiPBWU8owOvKs1CQ9N0uKQ9QxRRbg1MVgL4IinA1Fvx+63bOCHgTp2qTbVNKve+Pu56oKfuZJY4g6Ns4BmsfREHb9OqKie0jRei/pd8vvIO7vHibUm00venXVIgiKkNV9dQxSikkdqbWTYjzDSl6YI6P/Rz5pbYo8K2VxERVpxshibJRpoKQxWIte/Y+6Tp0Kfw5DSLdQX8YbVlcvFe2ASBJNkUf/BjkqvDGzOKDT6NKyJ4ZVO4sHgaJS/fIiERRCGmTyqg/yWQhCfmrtpACcH/EwB0N/Icyw7WH0n5vVEE8Tvuw3lIOM5aD8ap1WQ4KM3bRGc1qnxbAb1HVGjPDBJSyawv+X9Py0ujfN8VEpd/5/096rqlL5/CQp+FvEOUHnRm0bJury+nWsnyVkI0uqR53aWOooU9EMw2ssi7pEO8hnnJ7aOynyksRQzloILo9jIwq/U6IKB4XKugdpQpzTnCcIQvn4HcNxx4TtS3KNtNctgqBweZ0cxh550ziKvq4QjDgMhDQMevcDnSlyslnmxLWoLiBFjisIaai1k2LMXG+ftWdub+SxWY3kPMf6CTNAsl4viTEcZfRUaUxnWa3LGqExjGzeuoqzx6bw+l17YVIxbSLFgBbKoOo6Ff0kkScsl19VyofKNIS8xSSHjc1bVzFmNvDS+XOwd7oYW6EM3SvFi4U6Eed8qfukuO7y+/G/liJeV9pr2O0ldE5/D8yce2yhemrtpKiKvIZ12PlZVwzLokhDVNdrDSp/fu3r8c49L8Brd1yc6fwk9VKKQJd7XUjPmNnAZTPzuRzEaSniWnn0rEpnna56Tle5qqLf4XTruVfgfZe9HB+66jW4YHKTcnn6v49h38+yIj0FNUjUhDAspLnX28e+Cuv0PljLB5U6KpKkXMl3Nj21d1KkrS1RNknH6g9jLkrGvBEWuiMGcjp+/sJrcNWms1OdU8T9EWYYywqeUBZpnA/9urcuk7Wq9Z/UCYqnYaybVR+5+uYKJREEoQxksqk/1qmHwO2TVYsh5KT2TgogPtVDFbpFQgRRpYNCh2rpg0qUc2rCbMUe41HG/aHL91MYDKLam4bpXh0dsypT7orQvaJ/k2FSdrOq6PtUdO9gU0Tb0UFKNagbVb73w+BoYbujbCxpAVwOtXZSjJijPc9V/iAX1fkj6Rh+khgyRVeW17EgnNBL2GdUUFmKSHR2zAnlo3oylKfzR5prF3ktHR0lQjH465S0DLNaYUKQKDZB0J+qnUY6OS/SyrIxvUPfuhTi1EhGrZ0UWSjSmC4zTLioqIys5w/CqtkgvIYk9DsnXr+r9x43oMBLEYCs4g0+aT/juuhf7/pRz6MQh8Tw6N9+Xn32hanPyXO/iIN4uNn0olcPxIQnz+Rcp4m1KqJeswpHh0pnStKxrNOPlyuIoJzaOymyGL1B5+yZ29v9q5Ko8WVVLj/DYDhTn1OCEoRSiJEspMWLZCtihbYs/Zv1elFO4rjvStG6WaLYhLQkve+rtncEQdhI1dEUZaPu9cVHUgz6e113au+kABwj2TOUi/jRLeqHuwyjO8mEUBwY6wyDU6KffpeE/0u+bWQTbtnxcpXihPLYiYeqFkHQgLBuBP7tWSI2gs6J0o1RXRCCHhfFsDghhlEX9/PD21+CC6c2xx6X9DdcHMSCR5LuAkH4V+RlwlY9wxgVkpck963dXkT71KPlCyMUykA4KZISZoRGRVaEPc86VtTxZbUKS3ruoBvLw2Akv2HXXtzUH27si6S4ePIcvHjzc/CLF11XmgzPnXwTmpys9Z6s5A0OcToyTM8mPbZM0rZRTeMILmIiWVfd7OncYdC9I0YTH3xecNi99/m9Yv55+P3n3oALJ3aVIsOmxnmYs6X2hFA/ZHJeDVU4ptJ81kmP7Zx+Atbywb6t65EU9soR2Gf2o33ykcRjp2X18Bdhr50o7frDyFA5KfwkDS8OclZEHasCz+i9fHZBoiYSMEyV6d+x5wU4d2K2Z1tQTYof2nFRaTKMmbNoYrq06wv1Jk1qh/+4snRv1ogN0b/JGBbd2zKauGTmrNjjJhstvGbbtaXIMNU4Gw1MlnJtYfARR0G11On9101W6/TjgL3SuzEg28Nefro8Iew1cPt0edcfQmrvpNClYrXfkFa9CqjKUK7ral4V+N+rqt+3srp7SKjxcNNqTnT1rw56OMz5UXb3D7/+FaeFHqjSuf5xbLZTnFlWMWN9q9kLgtCLbhP9wUO9PhQNXCy1dlK0mhOVjZ1m9c3b7xmwYTnYSa8XhRjJ+uBvS6eKVWtjX+gyu3uETgC5mo4igp4UWeen/3qDmDI0LNEHZeDpXNX616DqzamNLfgEoRpUpRHUuY5GnWVXTX3eq3rrYCK6gYgeJaJ9RHRbwP6LiegrRLRKRL/Ut2+WiD5FRI8Q0cNElDtksPpf1QKJWs0r0pAtMmqiKLninBOy6q2OLIZxUQa1BWvDNnEXCFWQJE0j73Xzdneqk4Oj6oisOpD1PSrive3vqhR9rCAUSxFtSOszEawHdXg/ByGaI/w11NthoBoiMgF8EMCNAPYCeCMR9RtJxwG8C8DvBlziDwD8PTNfDOA5AB7OK9NAOSn6KctIzkK/kyCvgyNLa7wgxPDVi7SfR//xFgc4KcrK9xCEAHTQt3EUnZYXVJ9CHMN6kFSn5v0tVKVlo9rjilEuDAtHRmZr4QSIon9yXeTrqft7kx5d7Nxa6+CrAexj5seZeQ3AJwDc7D+AmQ8z890A2v7tRDQN4CUA/sQ9bo2ZF/IKNJBOiqTF1qpAZTqGGMn5UeHEiRoj7fhWQF70L138Qtywq7Vh+7+/4MdSXdsjyX3lrSr6v3/9kU66fTeF4gjTv1XWrkiqe8u4L0UXp0dVukZRY4Q5g+948Y9u2Hb+xNnYObpeALso2GcgJ0lD1aGWjFAOwzdJFQaV+dWFBBEfG/Vv5+RDMNqLG7avHbunGMGC0NtHsZ2I7vH9vbVv/w4AT/me73e3JeF8AEcA/Dci+hYRfYSIctdkaOS9gA5s3nktju3/SqJjvR/lpw9+PfU4O7Zdnek83ek30i7ZsoAHj85WIsswkfR9TvN5BDkpAOCiyV2YMsd6tu0e35romkHET7rUeLV5YgTW9qnkx9sM3F+iQENIGv1bFZfNzOP+k0e0cBZcPruA+xZmAazr3stnRedWQZyDwtuf5LMJq/0z3RzH9ZuvwL8cf6Bn+5bWDPavHEki5gbC72O1FrK1bQpkJNf1fGoZOCLV74XiqFO6guc4qpPMaZlfXajGQUYGEGD/mitHYNm9epHbJ0sURI0OPrdl4uUTGxcfw1i2bXxyEQeY+WURhwUp86QvqAHgSgA/x8xfI6I/AHAbgP+YWMiQiwoJyLrioKtjw28oC8URZvSGORryrOIFnRuU7gEA/2r7SwAATy0fzjyeIFRFFueyrrpX0IOkDoqk+6JqUrxhx8uwZPW2x5M0PEEnhiXy4sjI7EA7CfwMy+t0CNanY8e/hQ4AGCNKpakp+wHs8j3fCeCZFOfuZ+avuc8/BcdJkYuBS/eIciaUHdq4Y9vVPWPkGS+snZ4fHVYFBTX0tzQNM6C96u5rVgd2QKX3XWNn9TxPE2os95uQh6y6OYke9XRvUS1R40Lly/guSH2g6knyGYQdE+d0+MndN2aQKB2seayxIAjRpHUWDbJzKVXdkTinry0dsxJwN4A9RHQeEbUA3ALgjiQnMvNBAE8R0UXuplcAeCivQAPnpMhKmIHbb+wGGb9BzglVuZ6qJ47DYkhnyYfOszJXFJ6JahhUSTu6tPn8khM9WIR9nmmct2kcFkG6tkhHcRSXzcyH6l9x6OUji+6Ni3woW/+m6e4hCIPMIE+chXi8CI7qIjlEF2eBmTsA3gngM3A6c3ySmR8korcT0dsBgIi2EdF+AO8B8KtEtN8tmgkAPwfgz4joPgBXAPgveWWqvZNi885re/4NI4mzIcu5uk2yoit/C2WhqoJ8HN5KmgmjYj0tPxKDTqM12aN3kzhwowg7P2xbnhS8JNsA9cVdVRWL1Jm6vv4y0zfifs/X71OJpBgGOhSfqZ12gjhcqQGDzSB9ltleS5V6sN46mJnvZOYLmflZzPyb7rYPM/OH3ccHmXknM08z86z7+JS779vMfBUzX87Mr2PmE3nlqbWTotGajD0mbVSD3wCOW9HLYyTnNej99Dsm8jgo6mogqqTsiUQR1yZKvq6nsuOMMDxkSeFIo3+TEuRoSOOoSIIXVREVXSEUg66/UVkiKYrWvZLuIdSJYYu4GCTngX7osjAmOrhIau2kGEakbaM+6GYsv3zLldg+utm3pUqlrcsPhiAkR7fIOCEYv6M4ix4uQ3f/2kW3Fn7N9IiBLAjCcNE5/YQ+NSdEBRfKQDopBs3QFMeEWtIYsDqFZ5/d46BQ6yboL/LqrSqa9iSIm93tcWlZwvChUl8Pki7VRe8UQdJ6PkHtsoV1/HWIiE007OmIo0UfDyvDFsHgR6IZBg9uL1Ytgg9HB1trp8D2WsWy1J+BdFJ4JCnQlibFougf9LDaFkHy6GZcD5pxqEtNCf84eceqtsWdM/YmXI1JviDwiEFzJgoOSXWqygLDefB0r246WEhP0u4dKvR8OYU2ufvPCLZhDleFHlmH754gCEI8OoUvOLJ0jt8N6/ST1YoyAAyskyLqB7iK1YOyDdwq8qB1cVTkNSqThg0X9XrLMoKp4K/z5bMLOXKmJd1D2EhW3avzim8W3ZunFoEuehdY12VF6N+ijlN1nbLJdo9Q378O4pAQBDUMc5RKVTDbVYvQpYqueoPMwDopwtDZ2FXNIBRM9BucRRifQdfQxaiNmwwYlUZO9NK/SihGsqAbabqElBFNMSiOiqLQKXWunyKcMWrR57dAqAaZLAvDcw/o5BjwyyJ6OC9D56TISh7nRlFdQlSGHRc9+VdFWll1S/PIQ5CTwq7MqyvKeZhQ4fwtYwxxnmUnqD5EGfq3DrpXB/bM7a04xU8QBGEdZU6SnHZueXLq5DypJ/HNlgeIqqMopDWdGi7ZsoAHj85WLYZyjACfo07RFcLwUrXudRy7DxV2rcdOFHMtQSgWcv8vel8QBH04MjJbYtFSjZwBku5RKAMVSVG1IawSKeIm9OM5JGwt8vOSGcnD9J0VHIb5MxdH9TqDGCHBzMqj14JtAXFSDDu6d7HIu3qt++tLQp73oI6pHHWUOT3ipCiSgXJSRFGUYRx1nc07rx1qAzwPuvS6rzPe6plB1X+tZSVvOOnXf2E6MY2e9B+bRf9KSkc8ZaXJDRtEVGn0GoUUzgSG2zkoCKrQxXmSVI4iHAdJrlHu+1K9Y2C9YGb1sgwS1c9mCiapQRz2g91v6Mb9sHvHpzlHCCaN4VtWkcw6o4NzQhheghwUac9P4+j1Hz/IOle3AsequiAJWZB0DyEfukyyhfzo9lmWJk/FKRa9ThpxUhTJQM5qPIM1znhNYwwPK2kMUlXGqRjBwRhaGaaykidEk+R+qOKe0SXyIk1RSRUtQAX92Tx6lvtIp98CQTdUTF4HZQyhOpJ/vvkcA8XcR64MUpOiUIaqcGYQWYzguk62LpuZx/0nj3T/9eOt1t23MNvdVmRf+qIKWYpBHU4Vld29IoJjvAuTvAdHjH/ypFEui6AHWSIoitju339s/1dSyZCWLMUz09SjKFL3Akikf+P0tOhefZm3X45Feti3RfTvINPgTtUi5GZ+dUG7GgXlFncUyqM6x0Bn8buYPvgksPVl7hYdasINDqVFUhDRR4noMBE94Nu2iYg+S0SPuf/O+fa9l4j2EdGjRPSDecfP60gY1BDiPIXbsoQdB7Wp63+eNBpDdTpI3Xhi6UBlYxM3+7dUIofgULX+TUpWR0RWdImSSEoenZckCm4Y9aQuFK0hqWfNSfRvVajSvbpN8IWN1MHhUbSMVdyXRmuT8jE92G73bZBIiiIpM93jYwBu6Nt2G4C7mHkPgLvc5yCivQBuAXCJe86HiMgsUTbl1M04TkvZDgQxpuNZ7JxBu19hqsbVz5ITXTkfg+hfoY+serTowpqDqM/b9lqu84vp/CI1KTTgYxDdKwjqMEdRvWNWCmeWQWlOCmb+AoDjfZtvBvBx9/HHAbzOt/0TzLzKzE8A2AdgsGf1BaBjG9KwqIi4CIqwawQ9zyLLMEAkpqngIPp38MhbQNNfvyJK9/br7WHTo1lJq313T5ypXAaheET3CjoxHBE3GjgGvJIUOsgyQKgunLmVmQ8AgPuvV+VpB4CnfMftd7dtgIjeSkT3ENE9R46eLFVYIZisToQq0jXCjOxBNLzLNFCTr/KFt8ATKkf0r4YU5XzIe0zRDJ2Do8LWo+v49a9jLAdFcQ5iKqvmFKp7j51YKFNWQSiNUpwm3P1fLvLJxj3/CMWgS3ePoF/3wI+amW9n5quY+ar5LTMli5WdvEaAbukhaQ3pogu/6XIdnSGQJoZyMnQ2lInoBjdHeB8R3Rawf4aI/jcR3UtEDxLRT1UhZ0GI/h0ginAOFKkvi4qM0520mrfqqAddvyOie+N17+a52XKlEkqhjAl63poSgxFpoZNngEMeC1lQ7aQ4RETbAcD997C7fT+AXb7jdgJ4RrFsQ8nlswuxDogPXv4L2DV6QeJr6upY8Iz3gTWStfBPbIykGB/bUo0oGXFzgj8I4EYAewG80c0d9vMOAA8x83MAXA/g94iopVTQ9Ij+rRk3nvUCvHXXbyR2EpfpXMh7rUHWvQ7pFHCYkyJfbYp6R7KJ7s2uewdjslkt/RP+1YN3wV5bCDxWGByK+e5sdEiIiyI/qp0UdwC41X18K4C/8W2/hYhGiOg8AHsAfF2xbEIEI8ZY1SIIMRiVr82t45eDWRepEnM1gH3M/DgzrwH4BJzcYT8MYIqcvq+TcHKQde8LJ/o3IUki2VTUBNo1dlYlrYWF9KT9lKwS2kh6vwBOsofTCq9mxeZF9w657tUNrkG716yT7MFxbBWj5IrpdOKTha0CrjfclNmC9C8AfAXARUS0n4jeAuD9AF5FRI8BeJX7HMz8IIBPAngIwN8DeAdz/T/d/jame+b2pjJsdUr56HDFXSOEWBybLd+EppgK8wBA6/dvvYxkIFme8B8CeDacVa/7Afw8M2vTIFv0b6/+3bHtai0LDfsJipZo9BX6H+xIhLqTUvf6nE/F6V2H+c2XYm7mfOdJvfSv6N4B0L1FUvVEmkKmSVXLJfjRVMnpo5ZqSyP+kGww8xtDdr0i5PjfBPCbZckzqOyZ24vHTjxU+ji2fNm05fLZBdy3MAvKGUnhGcqXzczj/pNHMl1jlq/YuLHESIr2JGFpW3I1xjYDwFlEdI9v8+3MfLvveZI84R8E8G0ALwfwLACfJaIvMvOpxMKUiOhfNeTVv3FpHP1OCkFf0tek2EgeZ8Uk78FKN4vAR4n2+9K2BshI/srbTxMA3ERE7/dt9utf0b0KODIyW9Cq8RBAupTuS49qR0pVjhvWIFysfeJe54FPljL9jXPnjOP8S5OnUp9pW8Cn95UmT1mU5qQQsrH2zCSMiTU0ZtL3XPdWCstwWkjEsZ54k5zLZxdcF4X6D2rP3F64kcVoYtbd6pOj+t+Pfg4z8zUR+5PkCf8UgPez8+u4j4ieAHAxJFS3ttgrJjrHx9A6+3TVonTR76sj+PH0730LsyjGTRFNvxOjPzrIgK80Q/fmIWh2J93JzO8J2Se6dwDI4gBZPXgXzMnz0Jg8v3iBhEoooqhnXZxp3A7odiaLu7mpr4twgOG2jh+LeCl0o38VtmU0YNTY668RdwPYQ0TnuQXZboGTO+zn+3BXxohoK4CLADyuVEqhWHLO48pIJ5Ge6/ri178mGVp8VkbQulP1YqVBdG9C6jJ5S8OKnX5xLilpV/nXV+ezf4EkJUQRWmVISXePIpEZjY6kDI9XkWutT0lGIYxxc1TpeNH3XX3vF3YqZb0TwGcAPAzgk8z8IBG9nYje7h72nwBcR0T3A7gLwL9n5qPVSCwUgvtrmCVytCwdrMPEV4hn1GjBRrpVszJ+Uwn1Tg8S3TvckF1ekcr0Th1X94b8IFTtJKp6fK2wda2ZJ7/feZF0DwVs3nktju3/SuLj2a5ugufVNxDqx7g5UrUIXZqNcQDLzpMa6mlmvhPAnX3bPux7/AyAH1Atl1Ai/oWz+vrYBAX0R7GNGE0w26num3KcFK5JV0Od6yG6d4jRskB7jb9MUOfMqDRqRKsOLBz4UMiGRFLoSMU3dlAxN4mk0J9Ro7hW8UVWmxc9LdSKip3EQv1oGc3Sol7S6GKqf7qHUFO8SWqayWr/BLrMSIr0OF+cIosySvRDcfjvM60a4nDoEyED4qSoCH9rUg9rsek8sI31xwkpOtzYM5YN1zlhSJV57ZltiUIUhKx0jo8BANqHJ1KdV5buBfSoWi7Ec/H0UnonRQnVqIMWE1gWGIaCNBPgqGOrWBHvLDolRcz2KVhn9isfP5ACalIIishRoLJ4x5HcL0UiTgqNsJbWHRNVpnz4IdeQMuRW0YqgFVczpSNpxVouSJoYOgY6KZ1ugqASHX0Bl88uYKqpY/iz0E963btWsutgvdOTdaoF7uhhTwj64nVSyDtpy3K+deZ73cesVTQFgJS1ZuJQGU0xNJEbaX/AY6KOi3LUcWcJndPfiz9QCEVmngrZse1q7Nh2ddVipOLyWaf1OEnXiMRUFbKdNtol60JeopXjnuKvBHtRn3oZwnASqXv7nMJZnRZFRVVI2kc2KtO9MFPdNI4LIZ/jIPZe8+r+rTZgr0j5MaGX/olYpRNaDZ3EcYUzhXWqd4akdSSV95l2/HMl7sA6va+0sYYBmXnqhH9il+M7VKShTO4tYtS8avgwYKb+jPKvrpHd1NTAEISNBKXZAfDZOAzvhtbBoSz2cfkU4dgwyMygTsNPiKtDsWduL2AbAIsJJwwC65NM7iuC6E2A1aehSLqHboTeA4p/KJkZtrWqdMxhRX7hdKKnvW7JqywJoW5NCrlVkpDV4C3MUC6ZfuN5C14MUSNCnQhyVGxIrys2wreHVEVpSQxk3QjS1c7vY5rf7PV0jKT03zfzuB7zfH3wwXLbCHVFl3aSXE4kRaVdMCqi7Necuh5Q7o/URvvIl8q6uOBDZhcV0G8krz0zAXvZhN9o8YzmqlfzPCcFya1SOnkdFWkdSZKlLAw71pkG1g5MgDs+Bx8ht5O4MMTeSUwe/Xn57EL3/CzXSZvuIeUsBQFYPXgX7NVjvRtTtJNUM+HXUwknee1lvz9VOlx6U0xKXFWIQxR5qcjMs2KcglYEtvo+CkuPO79bONOdAEuudPH431PPWO5/n/uPCSJ9So4e95ggVIW1MOI4JPpsHF0KF+tpHutNXmdF0DXiHBgmmamK/BgEiP4Vhhm7swQA4L6w+f7n1SHpHrUhdbSLfKZ1QZwUigjLhe6cCq4yq4uRvF6TQm6VKPodC1U4c7JGUlw2M58uBL0AQmsDCELBhN1rbK2H3HNf5ITnNM4SyVZsS1IxpuIIcuqmObeIY4xus+7keAsAonuFQSBt8URr0Sko2F+Dgq2VQq6fH0f31q0NdPVFLKtAo8+oZveL7sjMs0KYAW47q9/cHzmhiZPC6NakkMKZqglazYsymNOn5OhxjwlCFdirplvzgX2RFOTYOxVGjwr5KcJJHBXN1o+Wv49+W1lUvdBHWZPZJCkAzDbsttM5DvZa306reKGy0P3+RP8YlJXyMIy1KzKjlWNAJ1nqj/SlqhBrsQW4K3YbnBRwvndZ20QWhWd8DWMkxeWzC7hvYbZyGZKSxVDOuoqXtP2d80AsZEEvmAFrYRTd1bL+FqSapdsJ1ZBU/xpkpmwpStgxNoWGmV7/ZovUEcNZ0IfO4r6uc4I7Z3p3cgfMXLnuY885odUEuB5U14klPUGyDmc0ip4M38xTI+wz6z4iXmn27iRoUZfCSyEwqRlzpJCFItNC0jqSjBgjoOgwZLblx17QA14zse5Aoz79G1AjqCLWo6PK+S3QucaQzrL149QDSv4Zpe/tkQbeYLN7EZuCAFS/Sm8vP7P+ePVI317aGF0RQOmvodvdIzqSoqoJrQ4TaR1kcNDJttwoS91ShnRCD0tMcOm9kblT/cfjFWNsGSOljVFEobMir1nGdVRAqdvExpvJkY6KlHrX7iSv2i0IZcIWRd7+jhOjejwncUNTJ3GQfiwj1UJ3DDJSRlIAcfq3SCexfUbP+0cYVvrvfZ/tQgbYLapZLY5zor9mxqChj6MhBxUVzmTe6BA2A51akj+alepnwcNMTJs7r5hblW1IvRSCMp0UeUmTO1zE9fv3le0oSUra0m1FruSN45wEA1YfGSQIABzdG2Wn+PZVWTzTdJ3EZTopdHYIxNXhybovyf40GCm7ezih7MXoQ5PH+q9eyHUF/ak6IiIzGyZyfQt0OtSl6EZSaCALoj/rgXA05EJxpIJvOHv56Q07JXKiOMRJUSVxRnKJzrekqzSek2LUGC9PGOhnKGdxfGwb2b2heGVZK41BUIXF25KsInpHSHV5oXJqsrCxrn/7J6L6ENTVSLU+nzRnMN2Yiz0uTyeQKEykrUlRHC30/ZaTGMhCNFVOap0JXLSTIoljoPzX4MpktzOdPb+6MDTOA2v1eMW1O1SPHTGeqN9CESdFRWz0tAUUGIyJtFCBCRPMjJnm5lKuX1TbTs/4THONvMZq//k3b30LxswJZeP7GTcmK1w/q/4+FYQo+h1jTpRaVL6HHve0QY7+nW5sKnWcLJP3ft2d5/y47XGdjv71trfjjWe/O/EYRbOltQ1mCidxsTUpAnKgRScL2hLjIWYuNHohc7SJG+2hR+pJL7o5PzonvlVZxAl3lqHfVLbf6VaNFIOAbp/s0LCxiKCeRoVJDdiwlXX3KNKoTHKtNJEOfkdI2DFBq2kqVhobRgtW6h+J5PfcttZluG7mnYHnJ72K6GlBG+IiKRTfrGGRbQ1qgMHd2hR1Ik8qRtg5YbqXIz6wIJ1btP5tZYp0Sa5/r5t5J2YbYSl1wa+dNXG0CcNF7ASaLcROPWKKVSYeKwdOdw+K1C1CL1U4T5itDKnEyT/TzuknsXrwrpzXkXsoK/WzfAYEthNMKDW4r8fM8dKM5KIjGcKO0SGVpGw5nAKnxd8wDRoFAIwZ8aHU8WhwQwsC6jOBGzHGYMPK1F44DJUpGSrrQlQ5TvrPJz6WwkCjpxZJi8pNuRQEJcROKrlQx0DmibOX5lFiGoNuERFZyFJ/IWt0S/D7lSF3M0ZkZoZteS1yTxd7cSEV4qRQjBd2zJYdY6OQFoZ0i0Zdc6rYW0W14yBLOkgWqspLNsksXDU2aBRXT/907HEjOCtir+/9EN0t6IJd/ve0iOKZTWoBzIVHsuUt9ps2rS6p7tXBoZwFr8BpGuLuwGtm3o5btr8r9jqTfOHGjaJrBU2JX6DjxJEUZcLdWhTFfZlqW+g0AVuqcriU4USyltE+8sXYw+wz/UUzPYLS+esBEd1ARI8S0T4iui1gPxHRf3X330dEV/r2/QIRPUhEDxDRXxC5q5w5aOS9gJANay1BWyMN7muTnFtEt3DjItuW1tUw9pPl84lzqOStsC0FjgVdYSveScFcfUMag0zYbBcaSVElKgsJqyTb5xN/c+X63RX9K+iIvRp/jAZOCkeGkivYa8iRkdmUER7c969qnLScQkn6wx9xHINANVPC5FTf/yCAVwHYD+BuIrqDmR/yHXYjgD3u3wsA/BGAFxDRDgDvArCXmZeJ6JMAbgHwsTwy6TXzHCLYUuOkSLqaF5YTbVIDBCo0kiJLCPAgGLJlcsH4ZRgxcjste/Buv3zRIfVS0sJwYBT8XSkLchsLGxlW6ouiHrq3Wj2zdWRnKddtUO86UtboHBpx7A3prCRUDSfolsE6OAY8R4mstmiNtXwA4ATzqVTEzXdi80UKk0QxVwPYx8yPM/MagE8AuLnvmJsB/Ck7fBXALBFtd/c1AIwRUQPAOIBn8gokToqKYItjW0baqw20j445q34VpX4YZIJgKCucWX+q+Zwum7qmtGsbMe31AtVx0P1aX8UtDBhsxxvBnSNjsJbNRFEX5UDuSjppF8mmG/XTLJTI+VvU5z4yuaWQ6whCbtiOtQXslcNYO/5NsLWSqeZBEWjhKKkVwZ9T2Sku9vKBEq7q6Gbn3ivi/tPmF2o7Ed3j+3tr3/4dAJ7yPd/vbos9hpmfBvC7AL4P4ACAk8z8D3kFlnSPimDbjle+lgG2gPahCUzhYizSwxEXNGBwE7axHkpXRE50g5ogSmZQCdX1aLnn5OfwvJnrUxq1yaS9dCas5oR3fnUKeHTcwtzWBOGjLmwxzpQoj1ATNnRX6ofAHRPWiTFYAIhMMIWnPxl2CzZ1AEpm2F42M4/7Tx6JPMaEk+oBIq3SPeoRWaE31P1f3HFFpXuUo6M3n7UKMpP/6p0YtxC/ji4kpY6FF5000jjbdxlsLWPtyL/AGNuJ5sxFkddjaw1GI0uHnQi6tTO0mWBqivv+MG9wSIQ5KIq8b42Jc2AvfS/lWTGfaVelZfnsPccGrZ9fwi00vvt8bHnxyxIfv7SyCnz6aweYOeqkIGWepBUlE9EcnCiL8wAsAPhLInoTM/+PxEIGIMszFeGs5CW5c51jRrEdLXtz6FFj2InNeGHhERdeuGmVTop61JBw23FWlMTeoGZpq61FXXd1Ub9+48JwEr8658+zZWzhl0aq6814ESb5gkyyhKXaGWSCwW7hYj2cxHrq3mppUBN2pvo98Z9pUWmWK8dOFnIdQchNEieFD3t5P6zV46H7rdNPoH30y+DC61hIukciqn577KJTPfwU8+Lsdm30734Au3zPd2JjykbYMa8E8AQzH2HmNoBPA7gur0DipKgIq9NJeP+7YUdgjCOsTzrA7vrELF9VgHTrmN0WaGqN5LoZw94kouguKElHHzMnSriq92/G19R3f59++nAueQShCNiODzf23/3eYwMjkWeMYWNdgjzRbE7HHqcomMp0u6BOHPrr4+os5ZYxWmjLRD8kaT7CgMH2WupzrIiVcjIcvdw+cW9mmQJRULxzMLp9VFc4k5nXW8UWeuHuADEHhs2LuGeXtfT9AoRSwt0A9hDReUTUglP48o6+Y+4A8BNul49r4KR1HICT5nENEY2Ts1r7CgAR4f/JkF/AirBW0ilqcsunhe93Ih6amMoj1gZMN8y4ipW8IENZV2N53Umh/n26cOJyXDx5ZfyBfSSN+iAY2DZyGQBgzJhLfH3rdCu1TIJQNla7AzLSfU9ttGOdFADQ4OL0rwEDzE6NcB0mq7rq3qp5845f6nbBKhJvZXj3iFPscvdo8qKXvGbAXpVsXkFDrOX050REKnldyHgtPNoiG56ToupQgbqg/n2yzjwFe7XMxS+GveJcnzvJE4U7p5+sZQQOM3cAvBPAZ+A4GD7JzA8S0duJ6O3uYXcCeBzAPgB/DODfuud+DcCnAHwTwP1wJqy355VJfsUqwrbSh4c2MLme6uSHAZPH3dDgYifJnvFVVRpDXQxj6ll5VYuVs1VoOBtfy3OnfhxH8E+JzrbFSSFoCFtey7LkRgTBQJNn0KFTG/YZvO68aGAKHSwWIOV6W8uq0j3qonuBOk4jktd52tQ8DwDQMsZh8gQsik+bs8+I7hX0hDOE53Nn0XHYunao1yaTmcGd00WL6A4qhTOTUV7dhTiyO++Tpnuus3b0KxjZ9ooE5zPsM09pkqCZHma+E44jwr/tw77HDOAdIef+OoBfL1Ke6pdnhhTHUE59FkyMb9jaxCaMYYfblTe7Yg3KjfZa3zkrenK7BDHT2Ix/s+tXAABGBc6c4nMx+wl7TdUXzhSEtLBlpfYlEkw0MRu4bzO/0LkubFCBrUK7NSlIuitFcdP8mzFhFhtBqIakN+G6fjUTRPMIgtZkWVRhAPbKhs32ymHYK4fcZ8XqyHW7arjsmzRFLe32ItYOf9F9Vv/3aWP6Dcfs36jDbfmtLhR5Nysii5OCATSxMdzeQNP3jAAu7mP1CmeWEaUxKGxqnuUrLqn+PWpztpw8xyEaL+/FEzdlur4g6AjHdvYIJsxJ4UEwYHBxK9iOg9iRVVqQhrNrLFvB0ipJ0jHLu0sNam7YJgi1JYuTggj26onu0+5Emv1RGQk65qVCvm1xcHsR3vtUybtlNOOPyUF74YEMZwW9H3IvZUUsn4pgO72iNmCiwdMB25tgeNcrfjXPgcVQDqFhrE9MqljxJBBWrY2rDPEki46ZNINbkIrLSqgjtmVlshkIJog3GkX+6DUqMIPSKZy5PragJ4udE/EHBRKne51PP3UEo9jDgsZwpkgKC3Z7Y6pdbxFOyuYACR1zXa8X6/zQh7ytQHs/y/D3qNRWuRnbcyf5THmtV7evO8fCzzEG9F6pCpl1VgAzw1rL1jangY1dHAwe7RqxTsRDMkP5spn50PZ33WuTd938nSvqlOOchp50iwrSPUwyM3kMOKGTItm1JH9TqAfWymqmFCmGDROjfRt7DSRCcSs7/nxbv4M4ix4dVN2rA0ZGB1Jyh3a00WshQyFCQagAZhvI0N0DALizsRYLW6u+Z9QXWZGTnslmORPPUifvCugxO6uYnOcas4BzyUB8OvRGBqOrixrESaEY27Jx8O4HMs9lu6kdvH6BBnqjKwqNpOjeIpLuEYa//ZxRwXtkkJl51GgnRfKrrkfyCIK+nHrqABb3H8ponzAMtPp070SPg85IGUkR5SR2dK8jqClRbNqSNcKQEq4A9rY33XjjioN4+OiU0E2mbNhuY+3QP7sTuwzYa06hTH+Egz+6gihblEYo5Tsp0qClQ6NnIhP8HqWRO/XknZO0Ew89ufso13srv82lIu+uYpYOHgGQ/XtFaGCEt2ELX9/d1sBkzzFB0RZRRBrKtB6hUUS6x6Ct6F0wfhleuunm7vMqios6bWLTuykYjNnGztQTq42I80qoB0sHjuY42wChhXl+GVrs6MwGpnuct0GFjTOP5tO3RTiedW7hnJVbtv981SJkjqQYNaYwbmyOOIL7/g1D9K+gP9bpJ50HGY1f5jbsM/uxdvgL7nPeEF0RFG2RnfVku6Qyx02ytXQ0ZMQ68zQ6px71banCkZPVQUuwV44V4NQKes3VO7QGCXFSVEVGRW2giSm+GASCyWNo8FTPJNMpx1Wcl70bScG9bfAGzdjNyoUTV6Dpq0lhVrDCYVIzY5QL46KJGzHT2BG4Nz7ah9z/i5Es6E/eaFSCgWl+NgBgkp8FAJjiC3scCMVHsTnfLakHFMxMc1PVIvjqNqVjU/N8XDH1xtjj4nKnRfsKdYC7BkXGiaXdRmfxMYAtcGfZrRfguxYzkKG9aSgDUFugTKeIdebp3g0VvF9OVE22cTsn73cLf+YSIGhjvmsKPdQvZqzm2BlrUfjxVus38bWBe4tczfeMYyeSQoq39dMfamtW8B41qJGjX7RKlSrKW6iQnFHx/RET8/bLA45J/j2MqwfUU5NC1hO0pWwHUrwTWNwUQg3oqR+RFceGWDv65ZDdxaV7xKVZDT39q1iFptokJLOTguBV2hP0RiyfjJw5cgJ2J73DwWrnc1LE558SiIubKPuNbjGUN8J9CvKms96sXAaTGplqYZjd1nZhSj7pNQOOC7ikOTKS8HqCEE5neQUrCxsrvcfCxRkk3vd+Yy2WAh3EvmtVEaFVR3aMnK98zLJ+F7vB5hJFI2hE58wz4AwRC5yxYOY6cfrbzlQQORx/uofUfdlI7+fRPvGt3FdMG/mRPV0j7vNM6vhIFklB5mjAcUIS5NcvA9bqGk4+sR+rp9Lnv9ntdq6x41bqCk/36IukmDCn8ar5qwq7ft3RoTWVSY2Ko1ySTf5GptPVShGEII5/50mc+M73Up/HFoHMYn7y1le3A65XkDPE6Onu4Xy/X7Tpcsw1oyMwhpmZZlSNh+IhX0pOuWN4BP3eJBhfFgyFAuDOGVinHga3T6Y/ObeTIkHLyBK7e3BnGZ3T6X93hBKpInrDGbjv34BdXQjUnN54nJAIcVJkYPXkaQDOit6Br98P27KxdPgYTj75dOR5zIC1ms9JseGaAR7BIp0U68a4Uzhz9+gevG77iwu7ft0Jev9VR5w0Cmx7WCYa+HOEAcDTocceeRynnjoA27Jw9KF96KxEG8HcMQqN2mXYAaH4XFhdCvLFR5nuNd+48xV49qQ4icOYaswpHc8ks8TuGl60TgE3reheoQCsVafwsN0+idWDd4HZQmfp+2if+k7kecwMtlbKF7DImhTdNpNO4Uxr5RCs0/sKvH7dCYqgVaxoqo5wSVyTQhRwViSGNCXMjKVDxwAAnTOO0j30jQe7+6fPORvky9Vqn1lGZ3kVY5tnwW0jU4pIFEGRFeVEUjhVzJuGhOz78RuQzDaIDLSMUazYZ5TJUHVRPQLBoEYCPSyKWsjH8glnBY8MwtqpJaydWup27Fg7dRqN0fVCisyMM4ePY3RuGmarCevUSKFGTXBUm+OkYOTX835npz9SqpN7RXJwaVEr/qACIRjFOBEi6PAyRvo6ePVLIQhlw2x3iyV6BQfXDn1uff/Unh7b126fAneWYY5tBbcXgCKjHEKFLMFJAXcxKsGq/SB174glqLI6W4DS1MRqbcpko7Os0OVAIilS0jmzAmvVMRLbyxs9w4tPHwLbzg1pdywcfWAfFr77FJgZ1ik1BlSjrw3enrm9ma/VU5OCjEoKQ+qMP93DYgtr9ipahtr8s7ypHjtGrow9JjjXk/r+jbuGKGohH55Dgm0Gmb33/cknn4ZtWd377PTTh3Dqe89g5bgbmlxgTYowGFxYG1KnFoHX3WP9tVqVhbjqz6ipNqXMICO3mWwi2vF/qvOM6E6hcri9CNhO8Uu7s3ERxlp6qmsnsN1G+9jd6Jx8AAD6WlWWKGORLUj93znm6lfttcP/e2oAMEAxDvS4Fq1pj8s7+e8sZUvfOdby0jeCCneKri4ScVKkxFprd7+bVkB48dIzR3DwngewfPwkDn37YWcjEexOB9RSo+RMjBV2Lc9JYYJguP8X1vGvHDSMJgBGU/FqnpEzvHymsTO3BImwRXkL+bDX1tPl2No4WT/0jYew+PQhLB0+htPPHAEAtJeLqCqfDAIVpn97Cmf6HtuwpQV0CC1SG+lHMHIbyk0j7n6hnt+ZgL2JxhFHh5AHtn2LclaAk+L0Y1g79M+wlg9j7fAX3K0EtjswWmpaBbO1XOTV+h7L96eHHqeNDRCBVETL9JBvTsWrR/INzxx6W5B/hzi4MiMzzpTYnU4io2Rh3/e7kzIyCNZqG2RwcIhU4RgAF1QgzpOXnFWjKGMpKW/b/T6YA5JpNNPoLdTGYLQUp8SoSfeIMpKTbV06eBRsi7IWsmMHOCb6WXrmCE49+Uz3ubXiGdcqjEwDBhcTSUW0XpPCH0mRJ73g6plX4rrZG3JKpi9V6N686R7pOhIEadv+bcEa+dC3Hk4xjiD0YbcT2b6dk/evPyHDqUVhKFq4YavgDh/edfNfk9nG6sG7sGXlRAECVQ93AjpsFVoTJJEUua+gIkXHWnpCnMQZESdFSuyO1U3nSApbNo499F3XGVv+jcqw0MJsIdfqrtKwV8gt3y3jtdIbM6NybOvDo0vf7ttCaNQskiKMoBW6th1U/Cq548q2xEkhZMMpvpb+/llbPIO1xQLDgCMgEEawpZBrGb7OEX69m8cIv3Tqalw2fW1e0bSlqWoy5FJEkeTwFqPuIod7D+Q1crkjaUJCdthaQ+qVa7bQPva1HK0iU0IGeC1D55FAuO9ZTtvdew8GpKaQOb67bwuBVDspVE78exzg3rgpvg+SppkJcVKkJE8LUVaQEw0ABBNNLqYV28aaFPkiIJpuOO7rt78913V0we6bMBgwMNmYUSpD3kiKk+39scd4ETQdDginZErs0JZICiErbNuZawTaCidoJiYKiWQj6tW9ni7OYyx755bl2KyaMUOt85tAuT4PmzsJHB3OTW9x2ORGCmcOGw3lYfUA2znS5lRN0NiCtXasqIv5HicrnBl9Oef8tePfyHcdXdhgdzKMQtNt4snrOKJW8nkSGetd9DavulEkaZwk4qTIhDgpUrK6cDrzudxR83YTCAaKWVHyp3cQCNNui7fnTV+PD17+C5HnNshEo6+o4+bmVgCDayQ3qIkxQ23xtrzRLeErecGjbdyS3EjOshJeBUR0AxE9SkT7iOi2kGOuJ6JvE9GDRPR51TIOG53l1czRnacP5sw9TYUNo4B0NgNG97tFIEyY673W37b7fdg7eU7k+aMBUQWeUTfVmM0tn46oLlqcTnduhMGh+tu71Xv16+A7JET36om9ejzzuRxQaLM0rIIiFfpKUnDHmYB3Tj2G1YN3RZ/KNuy+qAK77c4dBmay2qeL2AKpaDPbM2Zee9I5f2OhzjStRRP2+BiYz10t4qSIwe5YOPD1+7G2uARmRmcluzeZV9TVYSiueJvfSWFgruGEMicxcn/z2T+DP7jsXT3bppubYHEHAA9EXYr+Gh1EhBHFhnLejiuUwmEUbDAnN5yPPvAYOqt6hzsSkQnggwBuBLAXwBuJaG/fMbMAPgTgtcx8CYA3qJZzGDj55DM4ct93AABnDmdfIWsvqjOSGQwD+XUAkdGtYTRqNjHbdFZ9vO/geCN6jN+79B0Y8a3+AI7jo2O3sXvswtzy6QhBrQPciYLIuZoXp7/J/zCfk3jhifiouSoR3asPbK9h9eBdTitRtoHAVM+E1yosuiHBWIWt5vd6KbzrJrn+2qHPoX2413fG1hkwCGC7nLoZGqA83SN3Ck6Sz8FLeU/quAimffQrYEtdEe9BQZwUMXjtRo89/DgO3v1AxdIkp7gOH+uFM4kIDXd1LkmYVX8qBACMG5MwYILB2DqSt6tE9QSZh9tGdheSq5yUvOke/qJ848ZmPG/q1g3HBOVDU8CjKMh05AzqiqMZVwPYx8yPM/MagE8AuLnvmB8D8Glm/j4AMPNhxTIOBWcOH0NnZRUHvn4/lo8uVC1OYkzkj6Yi3/STYPi6Bq1HVyS5hocBAw1qoWE0sWf8stzy6QiRgdlmMTVBkpC/aHFvJMXe8ddic3NP3zHFRU8sH9G+aJ/oXk3w2nm2j92NtUP/nPNq6iKAOKDzSAFXzR0Bwdaq2/GBnXauA4i5elRtnYi8Y/nOt9dOYuLpv3e3pzk/wcGujZ0rZWpIESdFDEmqySeG1H15CY1Citn35EXD6JnQxmEHCDBuToHIaWc639qRX8DKWf/x9SbyZ43sxIxCQzl3uod7/oy5EyPGFEaMqe6ejQdvHCvNSl5N2AHgKd/z/e42PxcCmCOizxHRN4joJ5RJN0Q0RtV2aygCggGD86fb9RbOpG49oCQdlrwjTN/3dcQYc6PYgM2t7bnl05U3bP+3ysYiGLl+ZhlO5MeoMYMRmsJscze2NC/oG2N9oSBZd49aI7pXE4oNT1d4j9rZ68b1sp5wxalbkAa8Xm+CyoxTUF9TRAWN1aORKR/Fd9LIO8mxwcwwlw/hFAFmJ7zANvdF1uQZX0VHkUGhtHh7ItoF4E8BbIOT+HM7M/8BEW0C8D8BnAvgSQA/wswn3HPeC+AtACwA72Lmz5QlX1KstTbIMIop+KeocKY7GAgmGPl+aPxreZtaWzFhTrlXD/5yfvDyX8AHvvuXeGxp/4bV9wsnnoO9U1cBABpGExdOXoF7F/8ll3xV45+g904eVDqk8t1XTv484ZLJ1+GRpb8DAFw3806c6jyz4dimL3x8jL1ImOqM5C3jq7h4y0Li422L8RRwFhHd49t8OzPf7nse9IL6P9AGgOcBeAWAMQBfIaKvMvN3EgtTEoOiewHAahdpzKkqXGzAQDP+wBicYpneBJXw0s2vc68fHEnxsi3PxQ/MPx/vffj2ruPRXxPoTTt+CbY78TDIwKbmWTjelkXoSmHAoAaunHxztzDmtHk2rpt5Jzru8yAnNLEeqZJ7tyzAMJN/rx4ZX8UicBMRvd+32a9/a617gQHSv9YKnHXMIlITVKY3MJjtDfVijozMZpwcMrh9yhdJEXy/rx68C81NV8FozThper671jqzH/bKIfeZjebpJ4FNxRS3r44wG1dlW9AC0j24jYnDX8Ly5ucBcD5Has1FntZZ+r47enVtRcd2XYhNL3p14uNbS0sA3h97nG6UGUnRAfCLzPxsANcAeIebW3gbgLuYeQ+Au9zncPfdAuASADcA+BDFJmuWT2dpuaYdCdiJpsiJvwXpWa3g9IzLZxd6nm9uTbuncM8xV0y/uOc4c0CLZwL5oxtSjZVgZTUMZoZBZvdz9kfKmD2tVAOiYnCuM37a+6z6hb/DzHyV7+/2vv37AezyPd8JoN9jsx/A3zPzEjMfBfAFAM8pT+RUDITuddo917PYVF4nxWUz827L53WHRKOvs9Kuid6w5nPHt2O66aSZGK5O8NerMcjo6opVe6WnEKeQjbwOYqKNNTSii3G6n2tPzZPqFWpK7ozQv3XXvcCg6N/2ItQ6F4rCAHJ2P+lfYLNXfWlSEV+3sHD+zunHe57TgNakAACqUYHIntogfrkDX4MvNWT5afdBUVE7QhihswsiujLB+W1mvj9oBzMfAHDAfbxIRA/DCdu7GcD17mEfB/A5AP/e3f4JZl4F8AQR7YOTn/iVRK+kJHQv8heGUzW8CWILTY72CoYx25jv5twSgCXrVKLz3rzrB/HI6e/35Ou2aBRzzfme48ZMtV0wyoBAsNjaULyyQflXUtPIkIeWMYEtbh60vytBcLjnxrEcg7l2hnIUdwPYQ0TnAXgajgH5Y33H/A2APySiBoAWgBcA+H+KEiCP/h0U3Wu32yAyallkzOuu1LQ3YYSmsMrpc5CvmH6hzwFJaNtraFDT57joxTOsf/mCN+ID3/1LAMBEYxQnO6dx89a3OMd05TMGwklhs11AXYjs5HEQA44z66KJG+NGcY4NnbfawOA4/GutewE99W+WKILiClAqhgjsTh7t1RMwx7amvgR3evU1NcbA7YXY8zoL98OYfzEY6/rZttY2TGaVd8FQSYFOith7Nm9NCnsF9spRAP2OowC9HjCUFMIsn6gl0M/D+cGI+hU+D3CXUyMgonMBPBfA1wBsdZU4mPkAEZ3lHrYDwFd9pwXlIiqBmWGtrOHI/VpED2amgXEA45jGpXA+znRcOnX1+hMCnj35PKzaK2jRSOzEeEtrBrNNp2f9WSNz+KldP7lRPmrBRAPWgOXnrVrLtXJSAMC4uQkAMGGuhyDaiVdRBsZABgAwc4eI3gngM3Be3EeZ+UEieru7/8PM/DAR/T2A++DMEj7CzEVW1i1E/9ZN9wKO/j3x2PexenIRZNTT+WViHAAwiyuwa3QU+5b/MfU1msZ6PY4RY7L72O+48ONFrp0zvq07cb9tz4/jfx34AraN7Hblcr6rDWpiqpHNea07R9Y2pqmVRf5IivXzzb7CqEFjBI3nLEgMBoOke4H66V9mBneW0D72dahMWS0a7pwB26vonHo0k5PCOv2k72KAvXzAKX6YYALO1nI3moA7y2gf/fKGY8heC0xJqRcb7w+mBsiNfqxL3QWv0KrR9i3CJv1cUkfsDIqmVkeUk+JuZn551MlE9E9xAxDRJIC/AvBuZj4VsfKQJBcRRPRWAG8FgF075zeckJejD30X7dNnQI16T7ycyvANcGEOAHc1J6TlWv/2y6ef1X386xf9ZOAVO9zGZGMGJzvq2lMVDVGA2UiUuy1oSilync3M3U4s20fWo2bZ56TwVgaCW+AlVeh5pFQLM98J4M6+bR/ue/47AH6nJBFy69+ida97zdL0LzMHdFCq5496bwpUsTe+933zvzONPn3znmf9aPfxv9r+kvVz3XuAiJR2wSiLoLtDZWvrMooGB2nYqL2DxiDoXveY0mzfHdu3xQ2fmtUjXwasZcBoBQ1fH5gLCMMPKJIY8pY4kX7rH+F67QlgLcBBAcBxeNhrgKm2XX2hhN4i9Un3cHA+u5bfMZXQJArqeicUS+jsIk5JJzmGiJpwlPSfMfOn3c2HiGi7u387AK9yV5JcRDDz7V4u4/yWmTgRU9M+7XjVuFO3L1o/lLsmRe8KjnOrGBRczfz/vfzn8buXrFdVf+5Mfxu1jTDsAUj5IASmQJBCQzlnyDERoUEbuyhwTyRFuDJuJGy3WM/aLtWQV/+WoXvdMUvTv2xtvD/YrqcRkKUmzWUzyZw+/d/2K6YvwB9c9i5cPffs7rYdY/EOCK8Icr0J0r2KHcQ5DdWNhm54JEX3HN9jQ6FTZhiog+27eW429nWkxkvvsOuZ4rwOF9yZpL+TQ+/3ce3QP2Pt8Be7z63lgwmuSeCav89BRSMZcIpRuhwZmc01Rvz5+e0Dtjcu5Pba1BH2ddJ2tzWq06EbiSwpIrqciF5LRD/s/SU4hwD8CYCHmfn3fbvuAHCr+/hWOPmF3vZbiGjEzUfcA+DrSV9IUZgj+VvH6QDBcCuA55nAhq2ac6DhNGKuv3ebWvH5zgQDU+ZsDvmqJ6whnEpDuYjVvCAnRbDxPfgrebqRVv/WVfcGtnuu7UqFUdpi5LoDxPkuXji5K/zgCCbN4p38OpCmTXZeiCi3SuS4tLqkBrNQOMNk+zoRFINAEZEUIdft3+L9PrFvPE42dlk1P/I6BvJAiC4KmlY2JSkjgSkbiYNLhZKJdcET0UcBXA7gQayX+mUAnw49yeGFAN4M4H4i+ra77T/A6YHySSJ6C4DvA3gDALh5h58E8BCc6sjv4GLdoYmwalooMwgDLVgI7/sbR+8C/XqV+aLa7rSMEczUPuQ4OAFCaSRFDsPV8xgHGfaikqsno/6tpe5dOX7SUTq1dUz4Kaa7UhD+ttAA8NItV2S6zvgARFIERZHVzUHcr2n7o3DELVENw2T7MvMARFCsw/YayMhTFyzqNyggFST15TvgTk0Lk3YJi6RQeesWYCsoLcw9CLaNWpJYUdcw8960F2bmLyH89/UVIef8JoDfTDtWUdidTslGsr/mb/mYGEVaf/JlM/O4/+QR95k/3cP9lwg294Z69bdQS8OoMZ75XB2ggHQPAikNwS3CUKbAz1AUqgak1r911L0A0FleKdlBoU7/Muxuh4809OrfYLrtgnO+Fhs2GtRChwdncgLk+z1KC4Fyq8n+0zc6jNedFmXUwBBCGRrb13FQGKhny9EA7FUgYRpqEL0/QxHpHhkn5AQoSffI0tUlDwRW2161CB9F4D0vkRS6kCTd4ytuH+eBZ2UhfZu4dKg1MBqYjD8ohMtm5vsMIv9j7nFS3HTWmzOPM2qMZT5XZ/LWiUg5WP5L+Ax7u/vDK+keGjAU+tfuWFgdOP3rRCqkjTyLq03hj37yOij5sQIM56ACX8w2WkZAmldtCP48VU7ky4ikKGcMIQNDoXsBwHLbMA4Kdjvvb0nUd3L9+9g+/o3sQ5SSkuKgJOUjdEEh/2Q+ufxFeCnWrxHZJ6kIH8VARImqJcly78fhKOuDAFbhOgGZ+fJSJauAk4/vr1qEgsnX3ijKOPIbvTtGz8s8xqhZ/0iKfocEuf+plCEv/tU7x7Pcv5pXoHIVPZ2GodC/i08fgl37YsV+KCQ6qYgrrxcxnmlsXC1s2xZMs3fsIKepDQsjxijOWGU7h8rB/SJsfG2qHcTKhgsu0iyUxlDoXgCwFh+pWoRiUZRywJ3s6dRcopNCDeUZckmjP4qRwBdJERlJX4iXooBrDBdJnBQfhZtfh4GJBRsOslSY779CGF6I1OWzCzjdWcBkYzbTCCN1T/cIMYjzv/cpZCjCSRHQMjEo87KIsRb3H8TIzAW5rzMkDIX+tdtFtUrWA2c6WY4O6EZSwMRkw4lEs9iG6fZ2txMaQgzGSI0j2cJ0Ud0cxHGGq+HWNyrqVbXPrKA5XuPWh+oYCt07mOSdDIad3+copGbiQpkbqL2TIgTfJL/8VJMiIin8Dq2wUvjF0Dn9BFqbnlvY9YaBJE6K7zPzHaVLUiHMjM7KYOXlOuRvTRkEg2H7frP9q/CWbcE0kq8gjhh1N5YC3iPaGF1RrgT5x5pqbAUAWNz2haf7w+CKs9HaS3UvGKWUgde/VrujNj1KCUaJkRTr6R6TjXGsWGsYNcPrXwRGG7hXqrOTwl3YxsaaQColKD+6oUn+zyj/WMvHFtAc35b7OkPAwOteZhvcSdhGsU6UWRehR5dmnyRzVueG9tQrWoDbp5x/qYGu7P7PmFDYS+K148VcaIhI4qR4hIj+HMD/hhPyBgDw9X6uPe2lZRx76LtVi1EC+SrM+ye/fiO3QU1saW4H4KzmtWjd0WBQutXDJtW77VWY31Xpal6hE7yQazEXaouvnDiJ0bnBbIFYMAOvfw9/6+GqRSgcAoE4T3X5cC6ZuhoA0KAGJs0mGjHdLMKjvQitoNbDNSK4FKpiB3HJNrnZ8xuZ/7UtHTiC6V3ipEiAtrq3U1D3MF5bQPvEtwq5ll701k3Lcn7odV2nDjOHtK9MOkR5KSkqi2X2wAy1Tooix4orrF1QcsnqcRgjmwq51jCQRNONwVHQP+DblqQNU23onFmpWoSSsDHB2etFROUqbx89BwDwum0/jYav1ZPfIF62VjFmRhvBjVxtoqonLKRbbbGzIsfyK+ryCmeyXS9ve4UMvP4dVAyU6wC4cualOHvkOBp9kWtJv6EGDLRqHEnh/NZs1CPKHcS5h4u+QM9iQd6hhDQMvO61c9RU0BsD1uK+zGeTOQbGQuA+bjvb28fuRugyO5nxToi+/fOrC2oKXhZFWO0GlcUhCx9Khexi+6Yh1knBzD+lQpAq6aysxh9UQxjI3AYPAE51TsDiNkwKdyTMt84Gsw0iAzbbPZEUSQwqgoEWjWCN6/kZBBnETtnMetWk8F+t4X7ePSsR5P1jYIS3YZUO5hrFMNW1Cawzg65/bWuQimX2YnadFNmMkra9hqYRrb+3ja6vyHj6t5lwldUgE9MZawnpAIGC3ahKU4fyjxX1+9o7hoFJvhDLNGgFvvVk0HUvkK/wo9YQ5Ur5oMYk4uL8ubOI8O9/Ap3PNrjgaAq1jo7g1xisldXKkBXqfh4BnQ3ZgrVyGOboWTkHKSYKalgInUkR0VvjTk5yTB0ov/VoVeT7AjsT7fUva1AbO2cUZ/vGVI94A87iDsbNqawiVg4FprcQjJrVpEhDg7O3tu1iqHPi1JFh0b9rp5ZAA3sv5HPEpZ1se/q3P7Ii6vjpxlxquXQhXO8Nlu71xpBWpGoYFt0LAPbqsapFqJzgSX3OtAVO8F0lA7DrXAsv6P0ZxCgBX222Ipx6A1d/q1yiXDq3EVFU82QC8PMAbi9WJLUwM6wBjaTIU48CcIxk6nvej7N6F2wUJ/kqMri7cl9HwmsBD4KhzL0PCxxG9HQsQ6F/20vLYHswC+c34Tlfs93sUd9rL2qiP3otLU2jzjUpwtI9VEqgwEmR4/MVMjEUupfZBuwBTXUOiFBIVachccpCvnaVRUdSaIHKdI/SnCIhel10sXKiZrGfB/BDMed/tkBZKmHt1ICGuyG/AZXk/GgDOdn4cSHNOhOU1kFkwFCY7mEWGD7m/8TsEn9Alf6O1ZOh0L+nnzlctQilk10PxxfxyuOgAIBmjQtn6hBJYVKjNEeFVKKojKHQvfZqlB9GUIJdnI2lvlhmPgdNMSIUWzizuxZX5iqaGL+pCJ3dDEM+HuDkRJNhDOxqXh7C2qslXb1L9D3nenf4CK2crzBUICySJS8Wr4ciNtwVVxsddOhUAVcXRR3FsOhfo9mA3c5RIb0WZI2kCKeob0+tHcQUUpNC4aS+Qc3Sx2v4fh8t5G/fbDQkJzqKYdG9YDtZgcehJEzDFtiPEqj3ex/4Nqi26wqct/U0sPPNb7zPiEyQOV7ceEIihiJ2xep0sHpyEQe+fv+GfWunTofWWqg7+VowhRt7hZZppCSFw/QlvLuHykiK4p0UzDZkBU/IC9sMq2PhwN0PYOnQsb599hA4KPLogvK/f0VGYanGaf8ZkO6h0EFcViSFHdraMP9Yg2rvCBuxrTaslSOY/t5fbdy3ejxXcUkhiqTpHnV+/wctksJD7F6dqK+FkoLD33wYjfHRwH1nDh9XLI068htPwZEUSXNkk41PtW5DGu7IUeekKCuSIiwUZpR3QBS5kISTT+zH8rEFAEBnubf2T2elzkXDklPON6UY46zOToqwd9aZhBe84hlCg5ol1YwI/12Zti/HEj2e+cpGQzorDQvtI19wO1VsxF45oFiaOqFqAp4vkuLIyGwFaR4eGrQgLTKSoofg12AtfT90X95rC8HU2UJJBXc2KgM7YJvgcM30z8IgM5enN4mTgnwtL+tIWBePvLniqWTI2UWgl/hM6BbmcnX4INMQPT0k+Dt3kNF7R518YlhaKaZzU0yaZ+HyyR9RsuJt1tgEiPp9MUCwFSgZkxpK6w8RGhjBFiwhu5NicLvpCEGwvTEqh2vdVaJcVg/eVcBVkugeLjSSRb3DIrhoMfleU5kyVRERxu0FdBZzNFooa0FxgIm1UIhoBMC/BnCu/3hm/r/KE6s4zrireNZaG4BzYxMRTj9zGCsnisitH0yKWJ1P0oaTyECjxqt5FOIgUJkXXeRYff1cIo4Ub7IK6qx/mRlnjvgi1Vx90Fldw9Izh9Feyp9fXweyrrSrSFsoI1VMFQYZgSmNvvJnSmRQmV4iqKPOuhcAOmeedh70dfDonH4c9srgFyzWHkbNa1JUbcMVPT6HPO4lf4xe1e9bNER0A4A/gNND/SPM/P6+/eTuvwnAGQA/yczfTHJuFpLMDv8GwEkA3wBQu16dJ7/7VM9zthlkEhb3H6pIorqR3QBLEk1gwKhtTYoxYwIXTV4RuE9lJEU5RjKV52jJ2YJ8yKit/l14vC9SwjVqVo4t4MyRExVIVBXpvkcqV4hKSxVTwOu3/WxI4U9227OWPwEoNoptHUJwUdBinC+ifBNSW93LzLBOPdK3zQaRAev0ExVJJfTCYLYxv7qAIyOzVQuTCrZWYK8eCdmrqs5GmU6KKPLoYL0d2kRkAvgggFcB2A/gbiK6g5kf8h12I4A97t8LAPwRgBckPDc1SZwUO5n5hjyDVEVneWMPaLYsWFaNvZcDhlHjSIqWEVznBICyEGCC0Y0OKuR6Pc6VkhQqiZmcgtrqX2ul16730usWnx6uVby0zr5yahwEozJVoWhGQyqtO3EUiiIpFL9/KiP0hPrqXu4sBmy0wFatfC0DTrHpHiphux21V5EQxdYeWtesXGKUCOtu/F4NYB8zPw4ARPQJADcD8Dsabgbwp+yspnyViGaJaDuciLO4c1OT5Bf2y0R0WZ5BqmL5+Mne4n9EYGs4KsoXhYpQ1rq2II2OllBjTDorbsVrvfDPvajXpbem1oha6l+2bbTP9DqJuzWAKg8TVUtqJ0WCn+XiCl5yadEA1aEy3aOa9y6Xs2K4vn55qKXuBQBr5TB6p12G66QYjhS7usButFd1xS+zEqFElOkX1YqMCxq1UgW8nYju8f29tW//DgD+9IP97rYkxyQ5NzWhlg4R3Q/n3WwA+CkiehxOyBsBYGa+PO/gZbN8bKHXIGbGkfu/g817nwUyDbBVTy/moNE0RqoWIRNRk4kk9TiKwHGUlKP0ggxhb0sZjpEsnDWygstnkzsdrQ7jMyXKUxR117+rC4sgop7UhdWFU1g5cQrN8TG0zwyTsVy8k6IobNhoUANrdc6NDkBZJIXCqJde9IiouGxmAWYjuSzHRzrQPdmg7roXAOzlg/DbBQQba0f+Bc1NVzrF+wbs+15bNPscEhe6jFxoUGkbquniBKwPE56Kl4Ti9PZSYyRVmtBSpwEAB5j5ZRGHBQnY/3LDjklybmqilmNek/fiVcK2DSukxd3SgSPioNCIunb3iF5FU5juoWSkApGaFEmotf5dXVwC2xt17PLxk0PmoAAsTldJX2W6BzM7URk8OGHgDDcSTIGOKS+SIrj9d+/+bOjiYNaYWutetttASPeOzukntZsYDzUFfhaec0FNVEZUJMX6736pspSaKhPx+nL5GbTXvfsB7PI93wngmYTHtBKcm5pQa4iZv8fM3wPwn73H/m15By4TZsbBex4M3T9sXT3YLWRz3cw7ceHYD2zY36IJXDfzTtVidaltukeEI0LtSl5Zii/8NZioZ/RLXaiz/j3+nSdx5tCxwH0rbrelYYFh47R1CNPmjlAd+4Lpt+Gi8Ru7z+PqHBRZWJPBtS1cHAqzMv2rMurFz4z+i/m1pc66l9nG2uEvIMwm4LXjgdsHF+f7uXrwLrRPPrxhr90+jenv/ZVqodZhvVLPEzsValpLowi4s5TjbIWRH9m4G8AeIjqPiFoAbgFwR98xdwD4CXK4BsBJZj6Q8NzUJElsvcT/xK3g+by8A5fJhqryQhcKWPkZM+YAAAYasKFeaRaXX62WqFBfVekeBDekvoThSjP09YhUrgu10r9s21hdCCjaNtQQWsZE6F6TmmiSvwhk9MS3yDpBjpNi0GpSAKqUjFlRuoeBHI4lrW1kraiV7gWA9on7qhZBYwLaFbs1OoosPp6K2k72dUj34BLn/CUWztQYZu4Q0TsBfAZOG9GPMvODRPR2d/+HAdwJp/3oPjgtSH8q6ty8MkXVpHgvgP8AYIyITmH9V38NwO15By6TYVutiydc+c42dmPvxGsBAA0awVoFnt26dveIjqRQl+5R5tWTbUsJY+iKJ6alrvp39VSeVYbBJczhd+30OwAAHV4vMqqyY4TjpKin/o2i7pEUqtJVhI3UVfcCAK8FR7AJQL/tYq0cQmfhAecJd4AKIspYgZMicZ2JFESljJH7msoYt1cIdQWS3QEVjlUdzHwnHEeEf9uHfY8ZwDuSnpuXqHSP/5uZpwD8DjNPM/OU+7eZmd9bpBBFUtaqcp0hELa2nEWBMWMOJtbTK0aMKd9x1ayo1TXcOCp3XGW6R1k5xltaF2zYVpRRPhzqPjt11b/t02eqFkEzCOeOvbD7bMzY1LvXXb3rMVYVr87X1UkcBkPdqmiZ3T3q+rtYd+qqex0dIsZvLzas5YMAAO6cBtvri3Dc8dVGqiqioa71QTIWzizSaVFmbR17JahNejHjSU2gdCSxTv4DEf0wgBfB+ZS+yMx/XapUOegsr4DIUOKhrBMTxhYAwLi5Cdtal+LptW8C6M1vJjIqmT3WdSUvqnWfquJ3Tqi2KL0Bplb6d3XxdNUiaM1zp34MXz75h5HHqIykAOqrf6NQ5SSu53snvxcJqZXu5fai4+Cs68S3JLwaAtw+BXvlIMzxnUFHqRWqO2z4PEXvtqTZ36/CXldd53iiflOR5Bf2gwAuAPAX7vO3E9GrmDkw3KNK2LZx9IF94kyOwXBXaAgGLhh/OQCgw2uVFQGr60peVN0JVUZyg1rimR1saqN/D33zYdgdvQqB6cze8Zu7j/1OTdV6uK7dlaJQpX9bVMMCwvJzkZTa6F6222gfvwdi/EbDdtv9twPr9HfdrUZ16ad1nWhHdvdQ1RLUgtzvg0+S2eFLAVzq5qGAiD4O4P5SpcqI7bUVlR/hANa/zLONXXhq9Wvd9A6bLQC9FdHb9jKaxpgSyeq5GgVEKUhVRnKTWoVW+1dGHWWuhtro38b4CNZOiZPCz7oeWNcHk+ZWnLYOYba5y3ec6XvsRAKqi8aqq/4NQ12uctOoX2cq0byJqY3uXY+ekE83CnvtBIDzAPjT68hJEes+N5VFozBq6qSIvM1UOinqeL/XUebqSGIFPQpgt+/5LgBalhBm2wYZ4lkLYqaxHuI2bm4GsJ5P6/3r7/yhcjWvrtXloxwRypwURguooiq1oIra6F8yqonEqgOG6wiw2caEOQ8AOLL2aHe/X1+orDJPoIFzUjguCnWRbMLAUhvdy2w5k2thA/baQvcxt93OU/0RDP7nKhdQBjCSghRNwlnSmoaCJNbJZgAPE9HX3efPB/AVIroDAJj5tWUJlxa2vMJB4qnqZ8yc7T72HBAEAxa3nQJdXJ2hbNTUSI50UihaBTVgyu0+2NRI/4rREMaYMQvA+XXyatn4HcG9BRgNZbEAhAFN91BWOFOtY477Ih6FUqmN7oUtEWxhcHvB98SLtua+iIn6pXscGZktTo5CUfVe1tXBI6Qhyezw10qXoiDsTkdSlBLgGcc9hR+pP3pCYSRFRV1F8lN9JAUR1fOeF8dKUuqjf9vipIiHuk5Zv3O2x2EBU9lXmmAMppNCWQtStcq3kPEk1S4ptdG9zO2qRagJ7P6/f4LLIY/Lpq4T7aiaFNWLoDe1FbwSYp0UzPx5IjoHwB5m/kciGgPQYObF8sVLh7W6Jj/AiWAQDBCZ60UXuddQVml8ldnGrUyi3iFlLUgrKnaaFyn2mYy66F9mhtUWQzkOIoLh/uz216FYP0bdd5poEJ0U6qIN6qp/hXjqonsBt52m2L4JYKeG14Z0D9d5wQylk8iQz0zvzh5xiJdCKI7YX1gi+hkAnwLw/7mbdgL46xJlyszJJ54G23LjxsFgGGi4kRTO+9UwRrBj5LndY9RWmOdaGspRIcWqwo2JjFoGUgjJqIv+XXzqoJtuJwSz/i01XV3nd85ONs7qPjZgKm1hPGKMKxlLLQoj2YSBpC66FwCsxe+gvqvyqulzUrAF68z+9X1KsetZ+DyS3tdTXlqKYodSYdRR5upIYgm9A8ALAZwCAGZ+DMBZkWdUhBRuSwrDINNxRPi+L0bXUaDW8LLYQssYVTpmMWiQ7gGKlENPWPR0cmqhf80RKeAahV8feJEURkiam5EoC7M4xs0JpeOpQJmTuHa6V0hBLXSvg9i+ySDXQdFngLBb04O9unYq5Sm/nkjhjoIox4qyFqQMcM30b139KhWSxBpaZeY170efiBrQ8G1mZrAtnuQkMBh7J16LCXMeHXvV2cY2FjrfB+AYzyoLdDFsjBhjOGNpF0UZiQ7dPaoMN5Yibkqohf61Ox0JN46gv0jmdTPvxLK10N1m+yqVqy4kPDaITgplTuIa6l/5mialFrrXWYkX2zcp7WP3gK0loKtnCdSacx8r/njJAOw2YNQvkrh6ajjjF3M5NUl+YT9PRP8BwBgRvQrAXwL43+WKlR5xUKRj3HDakPqaQ/u6fqyngaiAwRg1xpSNVxQEwprr5NmwT1G4dpXhxlknAuz7vxBLLfSvvSbV5aMweto7O8Zxg0Z823yRFoqdFKM1TfdYtpZC9w1q4cwixpZ6QImphe4FtyGRFEkhx0EBYN0G4XUHu/JICoBtPWo5pYu2YITdc6TMYVZXPVZXuashiWa7DcARAPcDeBuAOwH8aplCZaF9elnSPRLjb3DXXSVY7/pBhmJDhrRN97hsZh6XzcynPk+dkWzWL5qBIbVjklML/bu2GD5hFHpX3BvUAgA0exyz/nQQtYWEddW9ACJ1b5jeYygsPlrHFCeJeEpKLXSvvXaqnvehVlTlpFCT7qEUlekedSOoaKsQSZLuHjYR/TWAv2bmI+WLlI21pTMSTZEQBrBoHcR0Y3vXYAbWjWPHoFanAAgYvMKZilY2alk2U1KzElMH/cvM6KwERxQJDkQmmBlE1BNB0XcUnM4Uap0UuureeOewDul29dO/4iBORh10LwDY7ZMAS/vnRBBA5jS4c6r3PetOHNlTw4pgcC0nrdXrEK5jugcg39WUhM6kyOE3iOgogEcAPEpER4hIu97RtmXj9P5DVYtRIxijxrTzyOeNpG5IsmrDi7QylIOM46Bt5P4XhLJICjJQx0Q3cVJEUyf9u3TwaNUiaI/TscP5nraMyW4toHXYl26nFlNxeklawqLZohaP1TkP6qd7a7kCqZA66V62O7CXnqxajBpBYHtlw1Z2UxQq+WZkmLQGpWaU10UjHU1N0lf0xO7ea0IyopZ73w2nsvHzmXkzM28C8AIALySiX1AhXBIO3vMADt/7SNVi1AK/x7ZlOMXS/NEA65EUag0vA4ZWTorkhLvc1VWXr+NaHqRdZTzvhub612p3cPKJp7H41MGqRdEefwrHiDG5QT+wz0mhOnTbJLWRG8UR8j4xh+8rWgJVaSUFM3htDwvl3dBc9wLA6sG7sHb481WLURN8+sBe27jbH0mhEuZcK+vzqwvFyVIYKtM96qfH2B6w9J6SifqF/QkAb2TmJ7wNzPw4gDe5+yqH3dx27kj4TBLi6kwYPZEUCtM9SD8nRZI6FFHtP1U5ekaMMe1XQoOQSIpYtNe/druDM0eOVy1GLaA+R8DGlA6GQV4khdqJr+pCnXEkrQEUqmEJ3feyTAgGTMWpOUUhKR+RaK976zg5q5YYe6wqJ0Vd0z00aEHKQc6mOlDHz7tCon7Jm8y8IY7Xzc3TYkYpE52MhOiQbrix4pU8A4aWE+1+Y7n/eXQLUjUTjQlzqtIOH1nR/btLRDcQ0aNEtI+Ibos47vlEZBHR6wsWQX/9K6uxiekvhhmkO9bTPdTrX91I5qiIep/Kfw9HjDFYJRW9K/W7RaS1oSy6NwESUl8w3POP0nHZ7qZq6BkZsREtOrSFdNbTHqlJkYoo6yTKTaWFC8tuS9hMOlylEmK/rU+sSW1vD6KeAp61IapwpiLHQcsIK8KnNzqne5Cz7P1BADcC2AvgjUS0N+S43wLwmRLE0F7/Csnpd1r2pwlwQMclVUTV1lFNmk5KoRKzmiS4JjVh1zS/WNdICtG9ySCrphO0qohVB9z3rzqWTD38XumIep9YibOFazvZr+dvRlVELV8/h4hOBWwnAFr0LLOtut6k1RCX7lHVSh4ANI36KWod0j10S5NJiuar8FcD2OeG+IKIPgHgZgAP9R33cwD+CsDzS5BBe/0rJMdIUPdhXf+qjWxg2DCpgQ7XbXU2zNvOSup6ONF/Zemx8upqEGmtf0X3JoAGrW1l6cSle1T3faDaTrYrpq7vmyu3LoVOdSfUScHM9Uy2FBIQMrEmw7dfrdLWZbKdZiUPCP/pEydFNJqne+wA8JTv+X44hdO6ENEOAP8KwMtRgqEs+newSNJWtKpoBgbX1EkRjooUFpMaVQc8Z4QAffWv6F6hRMK+sVXVpADgFlI8MjJbm3SPSFQ5fDROWYukrnJXhH6FAFKgR4BqffAiKeIm1lUYy3VM94iuSaHmPdSxlkcSigo3nh8Zx2UzM4mP73QYwDNnEdE9vs23M/PtvudBH16/wB8A8O+Z2apjTRBBLfGRFO7qP6vXvzbbtdQjoe8TO3vLplHD98yjKP176cw8Go3k7/WDIycBnL6JiN7v2+zXv6J7EzGsrzsnYbe9N7GuIKKinpEU0ekeakSo52S/qDSVR4+ext888kzi41eXzxQyrmrq+ysrZMBTHmE/cEbM/vKYNKeVj5mXSCeFIuOpadTPuQMAqDYn+jAzXxOxfz+AXb7nOwH0/xpcBeAT7ue8BcBNRNRh5r8uUlBhMIhL4WDfMarbWjJsjBuTOGMtKh03N2E6lgiGAv3bMFqVholnpvp0jzuZ+T0h+0T3CkOFYS1XLUJ6uPu/4F0qRKilcwe1da5UhTgphC5VRlKMN6aUj5kbolBDWcV7SCDMNDaXPk4ZaN52624Ae4joPABPA7gFwI/5D2Dm87zHRPQxAH8rRrIQRrp0D7X6lxkYNycBzbM9LpuZx/0nj3SfR79L5b+HW5rbE9Ua0RFdC2dCdK9QKmETa3/hTMWFizs1dFJUHEnBbAN1dO4A4qRIiTgphglX/4ZNoLvb3bBjlbq6jqGzo8ZYxN7y37xxc0r5qmtRaGwkg5k7RPROOJXjTQAfZeYHiejt7v4PVyqgUDuM2O8pV+YkJqpfbZvLZuZDU1QIampSzLd21DeSTVNDWXSvUA5JC2cyVNelKCLdQ3kRxsj6RQreP2sFVdTOK4Y6ylwd9ZsZCqXhTXiriKSoY070bGM+1Lmi4j0cMyZgcaeWDh6Nq8sDAJj5TgB39m0LNJCZ+SdVyCTUl2QdO6pJtyMYTupCjRg1ZmBxJ+J3o/z3cKKO0X8AwNo7iUX3CgUTd79X+H2oYdqC3T4dvlPBW8n2GkCGts7WKDSPItaOei7DCtmgDQ9CDqjASVFDf1krwrBXUZOiZYzUMyca0Lm6vCAUThInRWWRFKDaRVIYaKAT0YZRRU2KFpXZjbJc+TXvriQIivEXzlSsfzM6KSrtBBIpc3abNGlECHMn1ziV4r53A9HJRQHipBgmut/psHQPI2JvuZg1ye31WpReNjMf2ZFExUTjxZt+CCNmVMqJvoiRLAwLHXs1Pi2L/Y5NtRrYINNxeFZMmvbPRqRThVD2e2iigU2ts0q7fplObmaG3anf6q0gZCdpugegfPJbx5X1imXuLDxUywgUAPWVuyLESTGExNWkMKml3FNhg9Gk6g3lNDSMOEO5WAyYPdedbW4pfAxV6BxuLAiFklgVOD/HpuKoBoMMjBkTSsfMw2Uz807kXUQUWdE1KQjUc81o3a85zGBLDGVhmOC+f4P3c0R0VnnYpU36k67Wp65pUVIkRegV2e5NEY6siaE54qRIhTgphpCwVRpv+whNJapGXyQ2Wxg1xpWOmZeoEOmiIynOGbsIP7P717BtxOvOVv8+6brXpRAEZfgKGrcq0IMTNWsBbVAjvAVpCbx192/gZ3b/evf5nvHLlY1dBrZEsgmCD9dJYa2ojxIgA2Stqh0zJyrrKljLh7B26J/BndPKxy4HsXvTUJqTgohGiejrRHQvET1IRO9zt28ios8S0WPuv3O+c95LRPuI6FEi+sGyZBtaYm06X3cPxV8kGzYmGzNKx8yKF5asMo/7hnmnC9uk6bxHE2ZNi7Z5kKR8lIXo3npSVQtSAJhuzMUfpAGe7jWoEf0uFejAuHL6pRu2vXDTTYVdvxIkkq00RP/WkEoXTAwY1pkKx8+COtutc/IBAAC7LUfZWlE2dlnU39GijjIjKVYBvJyZnwPgCgA3ENE1AG4DcBcz7wFwl/scRLQXTk/sSwDcAOBDRDUpVDAgrNekKD+ndwMMNCNqPOhIdEeSct6/s0edFvGzjc2lXF8dJIZyeYjurRvsL66p3klRt+4eBhqR0WpFvoPbRnYDACy2Si6WqQ62xEguEdG/taO6FqQMAHanXoUUE06yi2yNaq+dcIbu1M2h0w/Vt+B9BZTmpGAHr09N0/1jADcD+Li7/eMAXuc+vhnAJ5h5lZmfALAPwNVlySdsZL26vKHcTCZC7VppRhX7LOv98yIpZppb0LbXShpFASTpHmUhulczkt7mVE13D6COureBMPOFfP8vAq+oqMUdjJlO7Y5a615IukeZiP6tMRXYJASA6rayHilvSe+hG0HBnSXUP925Zp93hZRak4KITCL6NoDDAD7LzF8DsJWZDwCA+69XInsHgKd8p+93t/Vf861EdA8R3XPs5FKZ4g8eMbqj0kgKUExkgn5Etk0t6e0bNZ189bnmPJo1W/30QyBJ9yiRMnSve92u/j0u+rdQkrQpLQujZi2gDTQi2owW6+Y53j4MAGAwRo1xjBhjMOK6tWiO6N5yKdv2PX7ydP9uIYo45wP7IykqoHbFFNW/T+w6htlaqmT84qAaft7VUeovLTNbzHwFgJ0AriaiSyMOD7IrNtyJzHw7M1/FzFdtnqlPRXI9iDHdaD2SQnmvaJDSGg9FEN1WsLj37xWbX999POKGG881y2t/pwrp8FEeZehe97pd/btJ9G9x+ApnVhFJUZcW0B5EZoRTh1GU/t02shvPnnwebLYBBkaMUUw35tCppAtAgYjuLZWybd9NM5MFSSoAjgPSeVDF94JBGkxak6abOBGwEe8TF5fmsXbi3vUntqNzuV3zxRGiylu41gklywHMvADgc3Dy7Q4R0XYAcP897B62H8Au32k7ATyjQr5hIa6WWNc4JvVmMpFRu7ZuRbe5C+OCicu6j6ebm2DArE2hu1CkcKYSRPdqQEJlWmVNirpFsRkwI6IZiosEPG9srzMeGWgaLZw7/mxMNeZqH2wsulcNon/rgtvdQyIpElDee9TvKOHVo+uPrTNgZrAthTOHiTK7e8wT0az7eAzAKwE8AuAOALe6h90K4G/cx3cAuIWIRojoPAB7AHy9LPmGk2jTaj3dQ30kRYMaGDPqtDoQ915uZPvIOXjb7vflHnncnKp/dw9AigeVhOjeetKNpFDYWtPDpOhClLoRl54S9Eretvt9ePHca1KNw77cYYMMTDfmsLm5tXZFnvsRJ0V5iP6tIZ4tUsXkka16tSBlG2nmB/OrC7BWjmD14F35x7ZXAbud/zqVI/o3KWUun2wH8HG3SrEB4JPM/LdE9BUAnySitwD4PoA3AAAzP0hEnwTwEIAOgHcw18q9qD3xOc/r4cZVGMp1aUEKOCt50WHF69vHjUlcNHkljq7lXxxZs1cw19wCiy0YNQvR7kfSPUpDdK9GNGgk/iAmEBkgGGC2Y1LJisdmC6PGOJbteoTSGrGRH+v699kTz8Ohtf0AgDEznSO8f2XV4g7mmvPKP5+iEd1bKqJ/tSPufq+uJgUBMGrVsSLpewlQ5ww6p58EmQV0RSITduc0QEbNIk8CkEiKxJTmpGDm+wA8N2D7MQCvCDnnNwH8ZlkyCdGs50RXM/ltJTHmNYFggMGJ/MnbRnbj6tlX4P8c/tPc47aMUdx01puxWveQN5bVvLIQ3VtXqLJoBhs2mkarRk6K6N8o/7v4ks2vxaOnv51pnP7PY/fYhTixdjjk6Pog4cblIfpXP+JttSprUgDENYoO6EZSxL9XjeWDsE5/F42ZSwoY10LnxL1AzRfnANTfyaKQei8HCCmJS1GornAbsN7qrQ44RnK4kva/h5XlOWqOOCkEwYHIi3QzKtIXjEaNUhhiu5H0RQKGdwKJuUyAiTTd3JzpWjohkRSC4Kfa7h6UIoWhqKKU2Uljt5UwlxgA1SVO4uSIk2KIiFUXXnePijyVzRo5KQhm4skEl1CUqVmzTij9MFicFILQhUAwKmtDyoxa1VmIdlIERaRkc8D3pz127HbtOqEEIbpXGCZiv/Vd06yi74Vdn25BzBxfhX8DRTorBiAKQSIpEiNOiqEiWeFMQ9I9YjEo3klxy/Z34Yb5H/O1typ2/Foj6R6C0AMRuR0rKlgqIqe9Zl2IqklBACbM6Z4ixVmjAzt9K5x160AVikRSCIKPCgtnIl0kReUkeI8mn/pbjB35WgZnxhDALDUpUiBOiiEirhimSU1Mm2dXNgGuUyRFfHV5wkxzM85q7ULeScfpzslc52sJM9gSRS0IgKNPnjX2sm6tG9UQCCPGmPJxsxLnSO9vT+oVukxbEPpY+yDW6l7/JwCWzkqCsA53YK+drM5JUaeaFLHRJgzDXoWxdgK5IygGxSncA4O5PpEzVSNOCqFLx15D05iornBmjZwURGaiIksmmXjh3KvdZ2IY+rE7EvImCIAzeV61FytL9zBgYMQcr2TsLMR393Aw3eOMjO9rndqypoJZHBWC4EEm2F6rrH4YaZTuEVvzIqEjh9jG6LF73CcZhRlIFcW1Su+pGnFSCF2ICA20MGpMVzM+CI2a1FowYEYrXnefSSamGrMAsuvbQTWU7Y4oakHwMNBAg0YqSbdrGE2MG1PKx81KXLSf55zwokPWf1dS1qQApT6nFhCBLXESC0IX7gDWcmVje8UU51cXlA+fasyk0SZsF6A5B9JLAa5Teo8LEW0ios8S0WPuv3Mhx91ARI8S0T4ius23/Qoi+ioRfZuI7iGiq5OMK06KISFJNVmCAZOamGpsUyDRRjrcwaQ5U8nYaTGoEak/TXeiYfpW/KIU9mUz86H70oYo1wW7LUayMBwkWbU2qIE946/qpiaoZq5GXSvi0u0um7oGALCluR0A0DScoqCpHb4DqnuJCHZH0u0EAYBbJ8ACdypqwUwmYK1WM7aPJJ1DOK7oo7vfsP2vZ6Merb5LSYXwWtUSZOE2AHcx8x4Ad7nPeyCn68IHAdwIYC+ANxLRXnf3bwN4HzNfAeDX3OexiJNiSEhi+BKoss4e3vjbRnZXNn4aGjFFPoPe79oXuywYiaQQhoUkjkaCAavC3OStNdG9AGBG6V/fe33jWT8OAGhGHB/pIB7YODbRv4KwDsdPvkvGbi9UOn5i7DYGNcJBFWzV0klxM4CPu48/DuB1AcdcDWAfMz/OzGsAPuGeBzg3jRemPwPgmSSDJkvsFIYCIgMGGlizz6BlqM9PblAT42Y9Qo4bNJJ6xdNMmEfdz6CayXZbjGRB8CAYOLT2IMbNTTAraAdap8KZZsq0wPVIinQMqu4FiZNCENZxOy5Qw0n7UD68DbaTT1yrSAnxYO4kqsfWe5JEbfWQ4rMumO1EdI/v+e3MfHvCc7cy8wEAYOYDRHRWwDE7ADzle74fwAvcx+8G8Bki+l04ARLXJRlUnBRCDyY1KzPMiAgjxijetvt9+ItnPoBTnRPKZbhu5p04tPYQvrv8T5HHNTCSusDoC+duyijVYBrKRRTOnBvdgj1zexIf3+nYSOjAFQTFsFsQsiL9C+BFc6/G9pFz8JcHP6R8/GnzbFw6+cP48sk/jD02bd2O6YaXPis1KQCAbYa9ln8ytmfu2Wg0kjvr50YfA3A697iCUDROJEVFhTPBYLuD1YN3oTX/IpCpvoj86sG7MDJ1AVY3PSfyOM4QSdE5/XhGqQYzYiONQyqMfccsrD6a/DrW6hoAHGDml4UdQ0T/CCAo3/9XEg4T9GPpfYg/C+AXmPmviOhHAPwJgFfGXVDSPYQeqnRSAMBEw6lJsWc8WlEWydt2vw9nj5zbfd6iidhzTBrZ0OYujqwtVgd1NY9t8a4LggeDYaK6wsEWW9gxej42tbYqG/O6uRvxtt3vAwA0aDTROfHtn9MTnvIxmLoXzLClcKYgrMM2Kp0Uu0U7rZVDqU7LU9th9eBdsNunus8NK0G75SxFHytOpdEOTSNLmPmVzHxpwN/fADhERNsBwP33cMAl9gPY5Xu+E+urgrcC+LT7+C/hpIbEIk4KoQcDjUqLhW1rOXnRV82GOvtKoUEtzDScwnEc2wcaaGYIjR4xkhnhfibNWYzWqDVgWqQNniA4cMWRFBasbhtor+Bk2WxqrkeMXjyRLNLMpBZsZDN60zp8X7r5td1UkUGDLT0NZUGoBLYq9VHYa07ksLX4mNqB2e46KjjJwluWukkZIgfs9uIAOzdqqXvvgONogPvv3wQcczeAPUR0HhG1ANzingc4zoqXuo9fDiDRjS7pHkIP862LKh1/ouHUpFCd6mHDwi1nvwtAQicF5XEcEPy/hlGF2wY13A2A0wavgJQPQRgETGpg1+jVsKrIiXbxagJlrZ+TFi9tY9yYTHxOg0ZjdHSEI2JAAyOyIDUpBGEde7niNFB3Ik+qF6XIQPvY3e6TeCdFTYs+agfbtbN93w/gk0T0FgDfB/AGACCiswF8hJlvYuYOEb0TwGcAmAA+yswPuuf/DIA/IKIGgBUAb00yqDgpBO2w2UrUMrXoMT3iwokBoEnxkRQdbqMRUOCNnAzE2PNfteVHcf743tjj6goRob2cILxQEIaIqubRXpRB215TFj3Q7XjUE73X68Ttp5kwLYSZN3RVSRpJYcDEz+z+tUTH1pX20nLVIgiC0I+iSOZgG5vji3ImiKRgGKAc0QJrx78JXlNfk04ZZII79arNw8zHALwiYPszAG7yPb8TwJ0Bx30JwPPSjivpHoJWtO02DDLRUFTdft1oXf9haBnxNSmSHGOHhKqFGcr9ERWD7KAAAJDUpRCEjVTjpmhSE217DTbsyJadReLpQr8zd8yYjTynaUwg6j3qavRAY793W1gU20xzU6QMg4CkewiCTjjTsaAVdq/uRJb6E6FOB89J4Uu5NTpLsddLFEmRsl7bhjEG2UEBwDF+axdJUQnipBC0omk4xmrDUFVAzjFaDTLQYUf5TphbIs8w0cJIgvDksHoLwcazg99orqK7iUrYsnHiO9+rWgxB0IrquisZaBotGKBubYqy8dI2Gr70kk3N8yPP2dQ4N1G0WxBR76xf98415ge+Xk5nZVUcFYKgDZ7TYH3ymqcoZupxATRWj0YeydZqtpoU3vlJdeqA1gHqwh20T3yrailqgTgpBC1pBqRJlIE3ITDJxJJ1pLs9yggeNWbQ4dX4a4c4I5JMQhrUxIQ5HXucIAhCkRhkopWhyG8WPKPVpCY6tqNTzxm9NvKcEWM6prNSlH5N5gDaOrIr/qABQCLZBEEzVK+wM4PcWnDO03BHAlvLACVp/5zdwct2O1sHEWEgESeFoCUMxpQ5F39gTjyHgQETk+Z6pXkzwEkyY+7EttZzMNPYBUrw1fGKwoWN+bbd78Mlky8IPGZzcys6OTzWdWFkVhwxgtBLtdUdTWrgrNYOJWPZ7ireTGPTen2KEC4YeyVaNBEb6RaF985eOf3SbuvTILaPnBMZ8TYIkEHipBAE7WCwrxVoVDRFvkgLx5HAbIM7i77NG50k1upRdJaegr16rCc9JPzSYXrFOXf14F1ong6OouX2Yu50kTpgjKpr9V1npHCm0AOzDdJAQXS4g9nmZixa5aY8eIaoSY0ex0STxtHm3sJiO0auxGxzd+JrmyFGN/XUvxhBUI31Ta1tMIbAh7i2GJ8DKQjDhA6T401NNQaUV0D4FVteH3vsWa2LcVbr4pxpGM57G5fOMtvM7gipC8zA8vGTVYshCIIfMsCdMyBTTTQb+rtJ2WuA0Ts1tBYf73VkxEBJIilCoiXszukIJ8fgYK8dr1qEWjD4syAhFTo4KAAnR3leyWqeY7Q2fUarzR3MNjY6IzwHRVIjOfy9JN+j4AnJluY2ZRX2q4QtKR4kCLox3ZxLFC2Wl6AK80H6ddp0fgssbsc6cZK4eKK6K40aE6BEIc01hxmLTx2sWgpBEPywDbud3CGQYyD3n45viwFr9djGI1M4KBKNiXA9ze1TyJMuUhskpSUResxIBaEPkxrY1Dwr/sCceE6Cl2z6oe42gxoYMTamIbRtJwQv70qn//ywa003N+caQxAEITMMjJnxHYzyD+MYo8vWkm+bDQO96XZj5iwsbgem4W0kqvOHsy/K0TxpTsPuX10UBEFQAoMtBRGmrg7snHq0u4lgO3Un+inKacuhT9a3Bo0vDC3ipBC05VkTl8IsOSPJH8nQ8Xk2t49c1ndccW1RqSeSIvgrOClFMwVBqIiG0cSrtvxI6eN43T38DhGDTJw7+sKe48aMuYQOimgn8noERbiTYqIxPQzreIIgaIq9fEBtdyFf1K995qmeXWy3C0y/WH9NE50zwUckaXEqDA3ipBC0puwq836Dtj8EmHyFL1s0DhvFpCb4nRRGwKrfqDExFDnRgiDoCTMraYVqhxjiFnoN1VFjppDxPH0fle5x7tjFPS1RBUEQlFN6NJdfB/bqer+DhO01ZYUs2VoF7JX4A4WhQX6JhR6YWYvCbQCwZq9ixBjFsn26tDH8hri/BoTFHTSo1S2e+bzpW4sb06fwzx+/BAfXlnCs810AwHMmb8F1M1tgsxVb7V4QBKEMiKgnBaMsvEiKfhq0XiOoSWPY1DyvmPFc29t2Vwb3jL0Kjy1/FgAwbmzG23a/s5BxBEEQsmMCtsKUs55ICXI6fLiO2vbRrxY5UPeRvXwAljkOc3QeALB6+F9cBwVhKGpSCIkQJ4XQgy4OCsBZ7RozJ7DQOVriKMGv16QGnj/9Fjy1cg9OdJ4odEQDJq6dvQEAMNPcjJnmjQCAby7+d197PX0+B0EQho9xc7L0MayQ1cKtrUuwtXUJHjj9aVw6+cOFjUcEtGgUV82+DAAw37oI862LAAAPLd1R2DiCIAiZITeCQRnc83jt8OdhTpwHY2Su2FFsG53Fh53HnSV0Fu5DB0Br/kW+CApxUAjriJNC0BYClW4oEyg0eoSZsWv0KuzCVYWO+eM7fiFw+4gxjTV7CS1jAoYmXVYEQRhOxhQ4KeLwHBRFRfhtG9mNn9r13sB9TRovdCxBEISslO6kiKl5YS09AWup2AW69tEvBYtinXEiN6RgsdCHzIQEbSGgsGKVoWMQocPBrYBUG6rT5tlokKLe2IIgCBE0EhaqzENc3QsvN1qFLp5unK1sLEEQhEi4twbakZHZ4ofQJKXYXj1eYHFOYZAQJ4WgLQSjdENZRXG4ODxDfFPzXNgQT7IgCNVjKjFgo/Vv2Q4DT/fa3MGUua3UsQRBEBLBrGDSztAlrdhePebk4glCH+KkELTFIBMv2vTqUsdQ6aQIaynlGeIT5jx0+dEQBGG4aRmj2DV6QaljGBUbpp7utWFh3NxUqSyCIAgONjqnHi51BJ0qP3BnsWoRBE0RJ4WgLWrqMqirJJxkVdCQr6QgCJow39pR6vWpJH0X5hAOw99NRBAEYfDRyU0BSfcQApEZkaA1HTu4XkRREEgrVU3QI0dQEIThpm2vYbFzotQxyopkk7oSgiDUGiq7r4FOli+gnzyCDoiTQtAaC1b8QTmoypiNS/0QqoWIbiCiR4loHxHdFrD/x4noPvfvy0T0nCrkFITyYBglG8qi74R+RPcKAhCW+ju/ulDM5cUnINQAcVIIWjOI6Q9te02Mc40hIhPABwHcCGAvgDcS0d6+w54A8FJmvhzAfwJwu1opBaFsDAXFM9XrwVV7WfmYQjJE9wqCR9lehCq8FINnzwvlIneMoDVNo4W55nxp16+iu4c4KLTnagD7mPlxZl4D8AkAN/sPYOYvM7MXC/9VADsVyygIpdI0mnjxpteUOkYl3ZVkBVFnRPcKAgBwB9RZ2rC5jFak6hDlK6RDnBSC9owYY6VdmxQWzvQYxOiQAWMHgKd8z/e728J4C4C/K1UiQRhAKnFSiJNYZ0T3CoIL2dKSXhhuyq7MIgi56HCnVENWdVTDqr2CEWNU6ZiDzOTEduzYdnXi49ttC8BdZxHRPb7NtzOzP2Q46KYI9GQR0cvgGMovSiyEINSEE+0jpV5fosrqzdlbn49mM3lK0OTEaQBP3kRE7/dt9utf0b2CAAAggMusyaY4qoHMkl/PcHHiAKH9jeS6127Xsyi/OCkErbG4g5ZRXnu4slrghSLRbjpwmJmvidi/H8Au3/OdAJ7pP4iILgfwEQA3MvOxYkUUhOopO9JBuf5FFVUwhD7uZOb3hOwT3SsIAEAGqMzudsxgiD4U9EbizgWtMUAYNcZLu77ycGMSL0UNuBvAHiI6j4haAG4BcIf/ACLaDeDTAN7MzN+pQEZBKJ2yo74MMZGFXkT3CoIL2WvlXr/UqwtCfiSSQtAagxoYNSZKuz6RoTS4wUA9Q66GCWbuENE7AXwGgAngo8z8IBG93d3/YQC/BmAzgA+5IesdZr6qKpkFoQyaJUaxAY7+VY1ZcltVITuiewXBhW2QtVrmACVeO2g4WaAT0iO/1oLWmGTimrkfwL2LX0YZSlX1Sl7TaCkdT8gGM98J4M6+bR/2Pf5pAD+tWi5BUEmDmrhm9gfw1YV/KOX6VaR7iJNCb0T3CgIAMMZO3Iv21LNKKvarOtnDVjiWMChIuodQC2Yam/C23e/DpDlT6HVVG8m2FA4SBKFGPGf6hXjZ5h/G67YWPy+sonAmy4qeIAg1gawzmP7eXxUfVeHWpBAEnZElBaEWnD9+CQCgQcVGIkh1eUEQhGgunHgObC5+JayKdsyi8wVBqAvNJbcjr90BzCLT78RFIeiPRFIItWCuOQ8AaBhNAMCu0QsKua4TSaFSWYuBLAhC/WjbzkreTGMzphubCrmm8sLFgiAINcJcOwUAILYAtmGeOVDg1cVRIeiNOCmEWjDVmAMANKmJSXMGN531ZkyY07mva4AAFkNZEAQhCi8C4Zaz34Uf2f6Ogq4pJoggCEIY1FlyHnAHRmcJE0e+DC6gNSkzi4tY0B6xEIRaMNvYDMBJ93j2pFPI24uuyAORIW1BBUEQYiE03XQ7q6DaOhJJIQiCEI7RWQQAEHfQXPwuAIA7pzNd68jIrO8ZgySSQtAccVIItWDUHAcAjJkTuHLmJQCKSflwjGR1hrIY5YIg1IlVewUA0DJGcO7Yxd3HDWrmvrboQ0EQhHAMN2qCrDWMuE4Ka/VYAVcWB4WgP+KkEGrFyzb/K6xYZwAAu8b25L7es8YvVVq8jYhKKUAnCIJQBn79uH30XLTtNazaK9g6sivXdafMOcw0N+cVLxXS2UMQhDoyfvRrYLd9MqdwUvRGT6xjLR+EOCoE3REnhVA7vKiKueY8Lpm8Ote1Lpp8LppGsR1D4jAkD1sQhJrg6UeLO3j25PPQoCZaNILXnHVrrus+b+b6AqRLh3T2EAShrhB3ADjpHo6TITu8egSQBTNBc2S2JNSaF216dSEFNAVBEIRwvIgKIupO9l84d1OOK8oqniAIQhY6Jx8EWSuRx4RFUQhCXRAnhVALvDDdoHDds0fPUy2OIAjCUBHUiePSqRdUIIkgCMJwEOXKNVdPKJNDEKpAnBRCLfBW7vrDddv2Glat5SpEEgRBGGpOto9nPlfS3gRBEKIJT1AzwGSmvp5EVwh1QqwEodYwbOU1JQRBEATAzGAkr5/bKFASQRCEIYIIxO3Eh4tzQqgj4qQQak2DWnjlljeA5FYWBEFQymRjBhdPPC/TueKkEARByAhbGD/yVUA6FgkDTOkzOyIyiehbRPS37vNNRPRZInrM/XfOd+x7iWgfET1KRD9YtmxC/THIQMduY3NrW9WiCIJWiO4VVHDhxHMynSdOCmGQEf0rlA3DgNE+1X0u0RLCoKFi+fnnATzse34bgLuYeQ+Au9znIKK9AG4BcAmAGwB8iChHLKkwNBARzh45t2oxBEE3RPcKpbOltT3TeSbESSEMNKJ/hdIxV49WLYIglEapTgoi2gng1QA+4tt8M4CPu48/DuB1vu2fYOZVZn4CwD4AV5cpnzAYmNTAjtHzqxZDELRBdK+gkpnG5tTnPL36OGy2S5BGEKpF9K+gAoKNxvLhqsUQhNIoO5LiAwB+GYDfEtnKzAcAwP33LHf7DgBP+Y7b727rgYjeSkT3ENE9x04ulSK0UD+cNqThdZDD6HCneGEEoXo+gIJ1L9Crf4+L/hUAEAi7x/akPq9jt8GRDfYEobZ8ACXavsdPni5FaKF+NFYOS10KYWApzUlBRK8BcJiZv5H0lIBtG755zHw7M1/FzFdtnpnIJaMwODDbmG7Mpj6PMjg2BEFnytK9QK/+3ST6VwDQMJo4q7Uz9XkGGaJ/hYFDhe27aWYyl4zCAME2yFrp2RRXm4LFqSHUhDIjKV4I4LVE9CSATwB4ORH9DwCHiGg7ALj/erFK+wHs8p2/E8AzJconDBAEwis2vz7VOZub23K10BMETRHdKyjlgonLMNuYT3XOpVPXwCDpyiQMHKJ/BaWMHb071fH22smSJBEGlajCv33HfZSIDhPRAwH7fs4tDvwgEf12knFLsxCY+b3MvJOZz4VTFOifmPlNAO4AcKt72K0A/sZ9fAeAW4hohIjOA7AHwNfLkk8YLBpGE2eN7MRcM7mh/PrtP1uiRIJQDaJ7BdUwM26Yf2Pi42cbWzBuymqwMHiI/hVUQrDRWD0CaidPAeqcSBrkIwhdAgv/BvAxOAWAeyCil8Gpv3M5M18C4HeTDFrFMsb7AbyKiB4D8Cr3OZj5QQCfBPAQgL8H8A5mtiqQT6gpFnfw0k2vS3TspDlbqiyCoCGie4VSICJMN+Yw3zo70fE/evbPlSyRIGiH6F+hFBgGxo4lczwYEkUhZCOs8G8PzPwFAMcDdv0sgPcz86p7XKKKr0qcFMz8OWZ+jfv4GDO/gpn3uP8e9x33m8z8LGa+iJn/ToVswuBgUgPzrbPxys1vQFwRzddu/UklMglClYjuFVRBZOCHt70Ns40tkccZkBQ7YTgQ/SuogGDDXD2K0aP34EhrJvLYiQN3KZJK0JDtXvFd9++tKc4NK/yblAsBvJiIvkZEnyei5yc5SRqVCwOFQQZ2j12E50xdh3sX/yX0uKlGYDqVUDPGps7G5p3XJj6+3ZZuLoJQFjbbeO3Wf4O/eOYDaPNa4DHXzv2gYqmEsti88xo0m8nNyLGpR0qURhCGFwLQPLMfVmsW7ekLgg9iGyQdlQaCkaMPYeqRTyU+3rbWcBQ4wMwvCzuGiP4RwLaAXb+SQcR+GgDmAFwD4PkAPklE53NMFVdxUggDR9No4qrZl2HFXsajS98CgcCwMWXOYtQcx9kj51ctoiAIwsBhkIEmtfCas27FZ45+AmesRRAMAIyzR8/DsbVDuHTqBVWLKQiCMHAQWxg9cT9gNMGNaYBtgAxQ+zTIbqN5Zn/VIgoaw8yvDNtHRIeIaDszH+gr/JuU/QA+7Tolvk5ENoAtAI5EnSROCmEgaVAT12++GVtbO/Hsqedt2M/MIJL2d4IgCEXSMJrY3NqGN+/4JTxy+pu4ePJKLFtLGDOlZa0gCEKZEGyMHbsHnbEdmF5+esN+RlwytCAE4hX+fT96C/8m5a8BvBzA54joQgAtAEfjTpL+X8JAc9Hkc9G212BxBxZb3f7Q4qAQBEEoB5MaWLNXcfHklQAgDgpBEASF2MtPg8kEg8AwukkeYvkKGQks/EtEZxPRnd5BRPQXAL4C4CIi2k9Eb3F3fRTA+W5r0k8AuDUu1QOQSAphwDHIANBw/xUEQRBU0DJGqhZBEARheGHLdUpIHQohH8x8DMArArY/A+Am3/PAXuTMvAbgTWnHlZmbMPCIg0IQBEEQBEEYFiRqQqg7MnsTBEEQBEEQBEEQBEELxEkhCIIgCIIgCIIgCIIWiJNCEARBEARBEARBEAQtECeFIAiCIAiCIAiCIAhaIE4KQRAEQRAEQRAEQRC0QJwUgiAIgiAIgiAIgiBogTgpBEEQBEEQBEEQBEHQAnFSCIIgCIIgCIIgCIKgBeKkEARBEARBEARBEARBC8RJIQiCIAiCIAiCIAiCFoiTQhAEQRAEQRAEQRAELRAnhSAIgiAIgiAIgiAIWiBOCkEQBEEQBEEQBEEQtECcFIIgCIIgCIIgCIIgaEHNnRRUtQCCIAiCIAiCoAQS01cQhCGg5k4KQRAEQRAEQRAEQRAGBXFSCIIg9EFENxDRo0S0j4huC9hPRPRf3f33EdGVVcgpCIIwSIjuFQRBEABxUgiCIPRARCaADwK4EcBeAG8kor19h90IYI/791YAf6RUSEEQhAFDdK8gCILg0ahagDwwGDDMqsUQBCErbFctQRBXA9jHzI8DABF9AsDNAB7yHXMzgD9lZgbwVSKaJaLtzHxAvbgVIvpXEOqLbVUtQT+iexPALLavINQaPW1f7ai1k6I5NoPNF768ajEEQaiGlePHF1OdcMw5fiXmsB0AnvI93w/gBQmO2QFgaAzlxui06F9BqDHm2BSA92Y9feXY8UVs2zqX+ITj8fpXdG8CmqNi+wrCELNidVZTnWBZK0C87asdtXZSGM0xTJ/zvKrFEAShGr5y/8NPYWG5iW3btiQ64UP/5ZMAsI+I7vFtvp2Zb/c9D6qdzn3Pkxwz0JitcdG/gjC8fORDf/LZl/72b/18ooMPHjyKBx7ZDwCXENEHfLv8+ld0bwKMlti+gjDEfO7M4pNYPDoHw2wlOuHUwqMA8MelSlUCUpNCEIRawszWv/vFn8Bv/86fJjr+8OHjuOufvg4Ab2Pmq3x/t/cduh/ALt/znQCeyXCMIAjCoPKJf7zrazh8+Hiig3/7d/4U/+4X3wxm/v8i9K/oXkEQhAiYuTM+uQtLp7+f6HjLWkF79RQA/HWZcpWBOCkEQagtt/zYextf+OI3cfDg0dhjf/f3/jve8+4fBzPHJWLfDWAPEZ1HRC0AtwC4o++YOwD8hFtp/hoAJ4cpJ1oQhOGGmTvvefeb8Lu/999jjz148Ci++KVv4Uff+N64QgqiewVBEGI4deLh5urKMdjWWuyxS4vfw8T0OWCuXyEMcVIIglBbkkZTeFEUb/qJ/xib4sbMHQDvBPAZAA8D+CQzP0hEbyeit7uH3QngcQD74ITQ/ds8r0MQBKFuvPnW/9hMEk3hi6KINJJF9wqCIMSTNJrCi6JYOHZ/LSvtipNCEIRakySaIkUUBQCAme9k5guZ+VnM/Jvutg8z84fdx8zM73D3X8bM90RfURAEYbBIEk2RIorCu6boXkEQhBiSRFPUOYoCECeFIAg1Jy6aIk0UhSAIgpCcuGiKpFEUgiAIQnLioinqHkUBiJNCEIQBICqaIm0UhSAIgpCMqGiKtFEUgiAIQnKioinqHkUBiJNCEIQBICyaQqIoBEEQyiUsmkKiKARBEMojLJpiEKIoAHFSCIIwIARFU0gUhSAIQrkERVNIFIUgCEL5BEVTDEIUBSBOCkEQBoT+aAqJohAEQVBDfzSFRFEIgiCUT380xaBEUQDipBAEYYDwR1NIFIUgCIIa/NEUEkUhCIKgDn80xaBEUQDipBAEYYDwoin+3S//gURRCIIgKMSLpvh3v/wHEkUhCIKgCC+a4tTJfQMTRQGIk0IQhAHjlh97b+Pe+74jURSCIAgK8aIp7r3vOxJFIQiCoJBTJx5uttdODkwUBQAQM1ctQ2aIaBHAo1XLAWALgI29D9Wjgxw6yADoIYcOMgB6yBElwznMPK9SGCE/muhfHe5tQOTQTQZADzl0kAEQ/TtQaKJ7AT3ubx1kAEQO3WQA9JBDdG8O6h4K/SgzX1W1EER0j8ihjwy6yKGDDLrIoYMMQuFUrn91ua9EDr1k0EUOHWTQSQ6hMCrXvYAe95UOMogc+smgixw6yFBnJN1DEARBEARBEARBEAQtECeFIAiCIAiCIAiCIAhaUHcnxe1VC+AicqyjgwyAHnLoIAOghxw6yCAUiw6fqQ4yACKHHx1kAPSQQwcZAH3kEIpBl89TBzl0kAEQOfzoIAOghxw6yFBbal04UxAEQRAEQRAEQRCEwaHukRSCIAiCIAiCIAiCIAwI4qQQBEEQBEEQBEEQBEELauukIKIbiOhRItpHRLeVOM5HiegwET3g27aJiD5LRI+5/8759r3XlelRIvrBAuXYRUT/TEQPE9GDRPTzqmUholEi+joR3evK8D7VMvTJYxLRt4job6uSg4ieJKL7iejbRHRPFXIQ0SwRfYqIHnHvj2srkOEi9z3w/k4R0burujeE8lCle92xKte/Ouhe95ra6F/RvT1yVKp/RfcOF6r0rw66171u5fpXJ93rXrtS/Su6t0cG0b9lwsy1+wNgAvgugPMBtADcC2BvSWO9BMCVAB7wbfttALe5j28D8Fvu472uLCMAznNlNAuSYzuAK93HUwC+446nTBYABGDSfdwE8DUA11TxfrjXfw+APwfwtxV+Lk8C2NK3TakcAD4O4Kfdxy0As1V9Ju4YJoCDAM6pUg75K/4PCnWvO17l+hca6F73utroX4ju9Y+pjf6F6N6B/oPYvmL7cvX6F6J7o76fon+LfE+rFiDjjXAtgM/4nr8XwHtLHO9c9CrqRwFsdx9vB/BokBwAPgPg2pJk+hsAr6pKFgDjAL4J4AVVyABgJ4C7ALzcp6irkCNIWSuTA8A0gCfgFsHV4R4F8AMA/qVqOeSv+D/VutcdQyv9W7Xuda9Zmf4V3dsznlb6V3TvYP+p1r+66V732mL7Vqx/RfeGyiT6t+C/uqZ77ADwlO/5fnebKrYy8wEAcP89S6VcRHQugOfC8eYqlcUNM/s2gMMAPsvMymVw+QCAXwZg+7ZVIQcD+Aci+gYRvbUCOc4HcATAf3PD/z5CRBOKZejnFgB/4T6u9LsiFI4On1tl91SVutcdXwf9+wGI7vXQTf+K7h1sqv7sxPYV2xcQ3RuG6N+CqauTggK2sXIpNlK6XEQ0CeCvALybmU+ploWZLWa+Ao4392oiulS1DET0GgCHmfkbSU8pQw6XFzLzlQBuBPAOInqJYjkacEIy/4iZnwtgCU5omUoZ1i9O1ALwWgB/GXdomXIIpaHz51b2vV2p7gWq17+iezegjf4V3TsU6PrZie2rQAaN9K/o3v6Li/4thbo6KfYD2OV7vhPAMwrHP0RE2wHA/fewCrmIqAlHSf8ZM3+6SlmYeQHA5wDcUIEMLwTwWiJ6EsAnALyciP5HBXKAmZ9x/z0M4H8BuFqxHPsB7He9+gDwKTiKu5L7As6P1jeZ+ZD7vCo5hHLQ4XNTfk/ppHuBSvWv6N5edNK/onsHn6o/O7F9xfYV3RuM6N8SqKuT4m4Ae4joPNd7dQuAOxSOfweAW93Ht8LJkfO230JEI0R0HoA9AL5exIBERAD+BMDDzPz7VchCRPNENOs+HgPwSgCPqJQBAJj5vcy8k5nPhfPZ/xMzv0m1HEQ0QURT3mM4+WgPqJSDmQ8CeIqILnI3vQLAQypl6OONWA9388arQg6hHKrWvYD673nluteVo3L9K7q3F830r+jewadq/Su275DbvqJ7QxH9WwZVFMIo4g/ATXCq/H4XwK+UOM5fADgAoA3HA/YWAJvhFK55zP13k+/4X3FlehTAjQXK8SI4IUH3Afi2+3eTSlkAXA7gW64MDwD4NXe78vfDd/3rsV48SKkccHLi7nX/HvTuwwrkuALAPe7n8tcA5iq6R8cBHAMw49tW2b0hf+X8qdK97liV618ddK97Ta30r+je7nUr17+ie4fnT5X+1UH3utetXP/qpnvd61eif0X3Bsoh+rekP3LfMEEQBEEQBEEQBEEQhEqpa7qHIAiCIAiCIAiCIAgDhjgpBEEQBEEQBEEQBEHQAnFSCIIgCIIgCIIgCIKgBeKkEARBEARBEARBEARBC8RJIQiCIAiCIAiCIAiCFoiTQgOIyCKibxPRg0R0LxG9h4gMd99VRPRfI849l4h+TJ20ySCiJ4loS4nX73ndRPSTRPSHKa/xOSK6qnjpNoxzPRGdJKI7fc//Nsf1/oyIjhPR64uTUhCGE9G/ma4v+lf0ryDkQnRvpuuL7hXdOzSIk0IPlpn5Cma+BMCr4PSA/nUAYOZ7mPldEeeeC0A7Ra2Ac1Gv1/1FZr6piAsx848DuKOIawmCIPo3A+eiXq9b9K8g6Ifo3vSci3q9btG9QmbESaEZzHwYwFsBvJMcup5HInqp63X+NhF9i4imALwfwIvdbb/gelm/SETfdP+uc8+93vWefoqIHnE9kuTuez4Rfdn1ZH+diKaIyCSi3yGiu4noPiJ6W5C8RPTXRPQN1xP+1pBj3kNED7h/73a3nUtEDxPRH7vn/gMRjfnkuY+IvuLK8EDAZXtet7vtbCL6eyJ6jIh+2zf+HxHRPe447wuQ70eI6Pfdxz9PRI+7j59FRF9yHz+PiD7vvtbPENH2FLKG4p7/LSI6n4h+g4g+7r4XTxLRDxPRbxPR/e7raqa5tiAI6RD9K/pX9K8gqEd0r+he0b3CBphZ/ir+A3A6YNsJAFsBXA/gb91t/xvAC93HkwAa/v3u9nEAo+7jPQDucR9fD+AkgJ1wnFNfAfAiAC0AjwN4vnvctHvdtwL4VXfbCIB7AJwXIOcm998xAA8A2Ow+fxLAFgDPA3A/gAlX5gcBPBeON7gD4Ar3+E8CeJP7+AEA17mP3w/ggYBx+1/3T7qvYwbAKIDvAdjVJ6MJ4HMALneffw7AVQC2Abjb3fYpAHcD2AHgVgD/N4AmgC8DmHeP+VEAH80h6/UA/hbAdQC+AWC3u/03AHzJHe85AM4AuNHd978AvM53jY8BeH3V9678yV/d/yD6FxD9C4j+lT/5U/oH0b2A6F5AdK/8hfxJJIW+UMC2fwHw+0T0LgCzzNwJOKYJ4I+J6H4Afwlgr2/f15l5PzPbAL4NR1leBOAAM98NAMx8yr3uDwD4CSL6NoCvAdgMR/H38y4iuhfAVwHsCjjmRQD+FzMvMfNpAJ8G8GJ33xPM/G338TcAnEtEswCmmPnL7vY/DxgzjLuY+SQzrwB4CMA57vYfIaJvAvgWgEvQ+56AmQ8CmHS987vcMV/iyvlFOO/RpQA+674fvwpgZ05Znw3gdgA/xMzf923/O2Zuw/lxMwH8vbv9fjiflyAI5SP610H0r4PoX0FQg+heB9G9DqJ7h5hG1QIIGyGi8wFYAA7D+UIDAJj5/UT0f+Dk7X2ViF4ZcPovADgExxtpAFjx7Vv1PbbgfP4EgIPEAPBzzPyZCDmvB/BKANcy8xki+hwcT27/dcLol2cs5vg4Nrw+IjoPwC/B8ZafIKKPBcgION71nwLwKBzl/G8AXAvgFwHsBvAgM1/rP4GI5nLIesCV47kAnul/DcxsE1Gbmb3PxoZ8XwWhdET/Zkb0ryAImRHdmxnRvcJAIpEUmkFE8wA+DOAPfV9Sb9+zmPl+Zv4tOCFoFwNYBDDlO2wGjnfYBvBmOB7JKB6Bk8/2fHeMKSJqAPgMgJ/1csGI6EIimug7dwbACVdJXwzgmoDrfwHA64ho3D3/X8FRhIEw8wkAi0TkXeuWkEP7X3cY0wCWAJwkoq0Abgw57gtwFPoX4HidXwZglZlPwlHe80R0LQAQUZOILkkhaxALAF4N4L+4P3iCIFSM6F/Rv4IgqEd0r+heQehHvFN6MOaGUjXh5Kr9dwC/H3Dcu4noZXA8pQ8B+Ds4XsaOG3b2MQAfAvBXRPQGAP8MR0mFwsxrRPSjAP5fcor3LMPxEH8ETojVN4mIABwB8Lq+0/8ewNv///buWCeKKAoD8Pl7E2o7HsB34AHEzieAB7Ch8AF8AGNNsY2dtfbSEAoJxJrGiopQ2JCQa3HHxCXjZoqBnYTvKze7957ZZP9NTs6dSXJZPcxOR9b/MXRwz4aXjltr50l2N5R1WH1s73f1s3O3I++5fHDdN/+5vosk59XPA15VHxscc1J93O17a+0+ya/qf2J/v6O3VfUpyU71383HYc0ptY5qrV0neVNV35IcTP0cMCv5u07+Ak9B9q6TvfCPPGhYwtYleTGc4ask76vqZWvt3ZbLGjWl1qFbfNRa259x31X1GxJ9mWtNAPk7ad9VyV9gRrJ30r6rkr3PhuMeLNHr9Mcr/ax+A58P2y5ogym13lXVqyRf59gwyeeq2qv1M5cAc5C/G8hf4JHI3g1k7/NjkgIAAABYBJMUAAAAwCJoUgAAAACLoEkBAAAALIImBQAAALAImhQAAADAIvwBMRuXUV38bUAAAAAASUVORK5CYII=\n", "text/plain": [ "<Figure size 1080x360 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = thalweg_plots(tracer, file, cmap, cdiff, vmax, vmin, dvmax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## SSH" ] }, { "cell_type": "code", "execution_count": 65, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 1080x504 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tracer = 'sossheig'\n", "file = 'grid'\n", "month = '08'\n", "cmap = cm.tarn\n", "cdiff = cm.balance\n", "vmax = 2\n", "vmin = -2\n", "dvmax = 0.02\n", "fig = surface_plots(tracer, file, month, cmap, cdiff, vmax, vmin, dvmax, twoD=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## PON" ] }, { "cell_type": "code", "execution_count": 66, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 1080x504 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tracer = 'particulate_organic_nitrogen'\n", "file = 'ptrc'\n", "month = '09'\n", "cmap = cm.matter\n", "cdiff = cm.balance\n", "vmax = 0.5\n", "vmin = 0\n", "dvmax = 0.05\n", "fig = surface_plots(tracer, file, month, cmap, cdiff, vmax, vmin, dvmax)" ] }, { "cell_type": "code", "execution_count": 67, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.023920590529586328 0.023913728217186455\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 720x360 with 2 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = profiles(tracer, file)" ] }, { "cell_type": "code", "execution_count": 68, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAABCkAAAFgCAYAAACWmSNkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Il7ecAAAACXBIWXMAAAsTAAALEwEAmpwYAACI/UlEQVR4nO3de7wsZ1kn+t/T67Z3dnays5OdsMmFBIiOweHiYASvoKIBHcI4jhPGC456GBxQ8fJxgvpxnAvnoOPxMI5oTmQ44BmdDIMIkRONTDRcBCQBkpALkZVkZ9/W2ut+71tVPeePqu5V3au6u7q7qt73rf59P5+1d3d1ddXb3dVPv/XUexFVBRERERERERGRaRXTBSAiIiIiIiIiApikICIiIiIiIiJLMElBRERERERERFZgkoKIiIiIiIiIrMAkBRERERERERFZgUkKIiIiIiIiIrICkxREREQTSEQeE5FXmS4HERHlQ0ReJSJn+zz+fhH5j0WWiSgNJimIiIgmkKq+SFXvN10OIiKbicgpEbkgIkdiy35KRO43WKxWOb5ZRP5aRLZFZFNE/lxEbjJdLqJxMUlBRERERETU2zSAnzNdiDgReSWAvwLwUQDPBXADgIcB/K2IPN9k2YjGxSQFERHRBIquDn63iEyJyK+IyFPR1bgviMi10Tr/QEQ+LiJrIvKkiPyQ6XITERnwnwD8kogcS3qwV6wUkRtEZENEKtH994rIUux5/01E3j5imX4LwB+p6n9W1W1VXVPVXwPwOQC/0aOcLxORL0ax/n8AODTivolyxSQFERHRZPsFAG8E8DoAlwD4CQB7UdPmjwP4EwBXRuv8voi8yFRBiYgMeRDA/QB+qfuBfrFSVZ8BsAXgZdHq3wZgR0S+Lrr/7QA+MWxhROQiAN8M4H8mPPxBAK9JeM4sgI8A+H8BHI+e+0+H3TdREZikICIimmw/BeDXVPVJDT2sqqsAvh/AKVX9f1TVU9UvAvhTAD9otLRERGb8OoCfEZETXcsHxcpPAPgOEXlOdP9D0f0bECaGHx6hLMcRnsctJDy2AOCKhOWvADAD4N2q2lTVDwF4YIR9E+WOSQoiIqLJdi2ApxKWPw/AN0VNlTdEZAPADwN4TsK6RESlpqqPAvgYgNu7HhoUKz8B4FUIW018EmGLjO+I/j6lqkH3vkTkh0VkJ/r7i4TirAMIAJxMeOwkgJWE5c8FcE5VNbbs2YT1iIybNl0AIiIiMuoMgBcAeDRh+SdU9UCzYSKiCfVvAXwRwP8ZWzYoVn4C4ZgWZ6PbnwZwB4AaenT1UNU/BvDHvQqhqrsi8lkA/wzA33Q9/EMA7kt42gKAq0VEYomK65CcpCYyii0piIiIJtt7AfwHEblRQi8WkcsRXjH8GhH5URGZif6+MdaXmohooqjqPID/AeBnY4v7xkpV/SqAKoAfAfBJVd0CcAHheBBDj0cRczuAN4nIz4rIURG5TET+I4BXAvh3Cet/FoAH4GdFZFpEfgDAzWPsnyg3TFIQERFNtt9BONDaXyEc4O2/AjisqtsAvgfAbQDOA1gE8JsA5gyVk4jIBv8ewJHWnZSx8hMAVlX1dOy+APjSqIVQ1U8D+F4AP4CwlcSzCAfo/NYoMdK9fiNa98cRdhf55wA+POr+ifIknd2SiIiIiIiIiIjMYEsKIiIiIiIiIrICkxREREREREREZAUmKYiIiIiIiIjICkxSEBEREREREZEVpk0XYBxXHD+q1199heliENEYvvDoqRVVPZHlNo/PPkePz16F+Z2HJcvt0j7GXyL3ZR1/X3jxS3StcQFrjUXG3pwcv+yYXvvck0M9x5NpTKs39GODtjdouwCG3naRRnnttI/v3+geefwrmcZeEZETU7PBc6cP4aHaZinir9NJiuuvvgJ/95HfMF0MIhrD9At//Nkst/fCi1+ijaCKC7VnISKinMIoF4y/RO7LMv6KiByZuhQKxQsvfqnO7zxUioqyba597kn8xZ/8kdEyLM8dw4n6Rvv/QetROS3PHQMAfsYjuPqlN2da933R7NHgjFfF6WY1y80axe4eRFQqF+qncc3hGzFdmcMLjrw4MF0eIqJJ8Pwj/zCYrczh2sM34kI90/o3OYonr+V2or5Rus+4lXhxiYjIGa+KG2eOoALgJXOXlOLiHJMURFQaL7z4JTotMzg0dQRXzV3Xbk1hulxERGUmInKhdhpXzl2HQ1NHMC0zeOHFLy1FRdlWJk+mWiem45ygFl3+Qftz8eSUshc/pl05Jl40ezQ4JBUcrkzhupnDOOPVTBcpE0xSEFFpXKifxlVz1wEADk1dxNYUREQFaLWiODR1EQCESWK2pig1V07g0ipbiwA6qHXMpj12XTgmWq0orp0+DAA4UpkuTWsKJimIqBTirSha2JqCiCiZN38qk+3EW1G0sDVF/mw4gSpboiKNSXnNZX6dNnx3shJvRdFSltYUTicptF43XQQiGkNWlWQAuFDbb0XRwtYURET56m5F0cLWFOVXppM96sTP1n7drShaytKawukkBRERELWiqHS2omhhawoiok55tqJo2W9N8RKnK8pUDjzpnky2tQjJsjxJrSharps5jNOOt6ZgkoKInJfUiqKFrSnywZZsRNSrFUVL2JridMGlIhcwaUBFKOtx1qsVRcuRyjSm4HZrCiYpiMhp/VpRtLA1BRFRtvq1omhhawqyhW1X1InG0a8VRYvrrSmYpCAip/VrRdEybGsKEblFRJ4UkXkRuT3h8VeJyKaIPBT9/fqIxScictKgVhQtw7SmYOwdjYkT8LJeoW7p9Z6W/XWXzfLcsfZnWZbPblArihbXW1MwSUFEzkrTiqIlbWsKEZkC8B4ArwVwE4A3ishNCat+SlVfGv39+1HKT0TkojStKFrStqZg7B1eXskJtjpIf0Kb1XvF9zwfJ+obViUnsihLmlYULS63pmCSgoiclaYVRUurNQWAVw1Y9WYA86r6tKo2ANwF4NZxyklEVDKvTtOKoiVlawrG3iElnfDwpNlNNp1Ij4PHTb7StqJoabWmEJFvzrdk2WOSgoicJCIvm5LpVK0oWqKExi8OWO1qAGdi989Gy7q9UkQeFpG/EJEXpS4EEZH7fjFNK4qWQ1NHMIVpiMjL+qzG2GsBkyeZee47ryRAWZILWWm9H1l8lkx4JHrFXMpWFC3XzhwGgF/IrUQ5mTZdACKiEV1+dPooLp1OdyUPAI5OHcKTwE0i8mBs8Z2qemfsflJ3kO5myl8E8DxV3RGR1wH4CIAbUxeEiMhtl5+YPY6KpL/WdXT6KDa9lR8VkT+MLY7HX8beIS3PHTvQnH3ck+YT9Y32dslNgz4/fr7ZMPQ+Xv6cqcN43swlqZ/Q1AAP1bcuz7FMuWCSgogmzZKqvqLP42cBXBu7fw2A8/EVVHUrdvseEfl9EblCVVeyLSoRUanco6q9rugx9k44njhTL0ysTB529yAi6vQAgBtF5AYRmQVwG4C74yuIyHNaA3CKyM0IY+lq4SUlIioPxt4h5TUmRZqTQTbFT8eWmVfi5SjiZD/rfdiYoLCxTGXClhRERDGq6onI2wDcC2AKwPtU9TEReUv0+B0AfhDAT4uIB6AK4DZVdXKKJyIiGzD2ZiPPEydezaYi8VibbExSEBF1UdV7ANzTteyO2O3fA/B7RZeLiKjMGHvtNu5JI5McZBqPQXewuwcRERERUQkU1b1glBO9ok8O2SVlX/d7P+nvTVGvf9Lf53EwSUFERERERBRT1Pge4+KJsL3YamN0TFIQEREREdEBtp0A21YeG7jQqoVoWExSEBERERGVQNlPPod5fWV/L7I2SQkgHhv2Y5KCiIiIiMgRk3QymZUi3zN+PtTCY2F0TFIQEREREU0wnky5g5+Vnfi5ZItJCiIiIiIiOoDN4on2MRFRHCYpiEqo2Whia30Hqmq6KEREEyMIAuxuV1Gr1k0XhchqaU/2XDwpzDuxw8RRsqC5C2/nWdZ9S2LadAGIKHsLp1fCGwIcvfQIRMRsgYiIJsDm2g62N3YBAFddcznmDs0aLhGRG5bnjvHkm8bSXP1ceKMyi6nDz8ml7stjtDhsSUFUYhsr26hVG6aLQUQ0GWJX8C6cXTVYEJokLrY26KVMr2US2fD5+VuPQ5ubuWzbhtc3KZikICo5DQLTRSAimghsZEw0mu4r1K2TQZNXrnnV3F0aeKaLAIDH0DiYpCAqme6+eOyaR0RUDPaFpiLkceJT9pOpsr++Itk4nevB2MtY7DomKYhKZntz13QRiIgm0u5W1XQRiIw3STe9f8pXr1YvJj93f+dpY/tuYSIsW0xSEJUNk8dEREQTz+ZkgYkTOpvfD5cV+Vmm/wxZGXYdkxREpbcfqJuNJlaXNswVJcabP2W6CEREhVlb3kSj1jRdDJoQ3Sdzrpyg82q022ycfjVobqO59WT7vivfhUnHJAVRiWyt72Cnu7lxLJlc3Wtgd6uK1QsbuZXh/KklVHfruW2fiMg2QRBg8cxK33V2Nvdw4fwqanv5xMe9nRoWTi/nsm2aTDyZ61T298PVBJG38wz86mLX0v3Kb1BbRrB3Fs3Nr+T2GqvLf4ugsZ7LticVkxREJbKxug2v2TmicVKDt93t/PpNe56PRp3TnhLR5NBA0agPbiWhgWJzbTuXMtRrDTQbdoxoT8U6Ud8o/Qk0TaY0SQV/52kgqHUuTKj8BtVzuZWn4tegzZ2xt0/7mKQgIiIiGodI6lXZU5rG4cl04vKkkydXr4wTjU8LT9wxtmeLSQqiEhminpwrzsJHRBPFgqBnSfgnC5yobzBBkaCs7wlb0QxnnOOg/3tt/ndgHCJyi4g8KSLzInJ7wuMiIr8bPf6IiHxD1+NTIvIlEflYFuVhkoKoTJKyFG7HTCIiIkqQ98lpv5O5XvvmCTPZgZXfYYjIFID3AHgtgJsAvFFEbupa7bUAboz+3gzgD7oe/zkAT2RVJiYpiEqEV9KIiIo3VHU4r7ozfwCoj7K2InBFVskbJoGS2BL8nE6M3AxgXlWfVtUGgLsA3Nq1zq0A/khDnwNwTEROAoCIXAPg+wC8N6sCMUlBVCKS0JKi17R3+Y4C73SgJiIaTo+Qd/aZCweWNerNVINsDs+WijrR+JhU6Y2tWLodjH3e5uOoNA8OUtxYfTDzvbffd7urvidF5MHY35u7Hr8awJnY/bPRsrTrvBvALwMIsipw8ug7ROSmHnXUWrUOz/c7luU6CnxBgfrY1CG8YOZ46vUDDfDpHMszSWRuznQRiCySHPQCP8DW+g4uvvRIx3Kv6WF2bqaIguXmBTPHUZH017rWpg7hbI7loXJYnjvGBEVGJua9lAqgB8+Np2rL8IPO2KzNzcx3f6K+gXBi6WIqv9fPTuE7j8ymXr8aBPjgNhZU9dV9Vks6g+h+QYnriMj3A1hS1S+IyKtSF2wAJimISkR6ZCk2VsNs8swsv/JEREXaWN3G1PSU6WIQEeWm1ZrATGIkue57eO1L8ACgwosqKZwFcG3s/jUAzqdc5wcBvF5EXgfgEIBLROS/qeqPjFMgdvcgKpMBrX1zbT0RY3eLNyKibA2KeasXNnIvgy2zO9FkmIgr9Aa42mXD6PEwKPgF9cx2VeLj/gEAN4rIDSIyC+A2AHd3rXM3gB+LZvl4BYBNVV1Q1Xeo6jWqen30vL8eN0EBMElBRERENB5mZokmSpYDYbqamOhmxwl8NtnasnwmaamqB+BtAO5FOEPHB1X1MRF5i4i8JVrtHgBPA5gH8IcA/nWeZWLbbyIiIiIixxR1Uhhvwp+mOb8dJ6tkgvnP3mTG2O1staregzAREV92R+y2AnjrgG3cD+D+LMrjdEsKDtxG1M2S9r5ux2kioiHZEPQsif80cSblqnPWJ+BZvm+T8hkksyX22fA7UB5OJymIaN/W+g68ZjFjTgyiDNRENEEWTq+YLsLQ9fTpF16fSzGo/DgFZvaGee/Mt1awh7fzTKZjToyFVd9MMUlBVBJFDYqZShSo67UGfM/vvy4REY0tnqMI/AC1qiUVd3Je2u4dPHmmomlz23QRYsLKr9/YggYNw2VxH5MURJS5VkuKC2dX29OfEhFRSHO84qaq2N2uYuncWn47ISLjLUdM798ONjVfCMvirT0Af+eU2aKUAJMURJS9lL8ZbG5MRERERKNQDUwXoU3zzD5PICYpiEqCwZGIiKy6sEhEqbFlxChsCnjxstgymKe7mKQgoswxYUJEVCxt/8/4S/ni2BOUt9QJG2vrm7aWyx1MUhCVhLVxmoiI8qex/3kRj3IybIKCrQOSTer7kv3rtqjyy4p4ppikICoNi4JjiqJwPAoioixp7N/+GH+JiLJmUT28BJikIKLMMUwTERnCq3lE1mEXmbwUG++SWoLsd3Fm7M0SkxREJWFXvdSqwhAREZXCtHqmi9AXT8Z7y6qrg+1dRQotn1WVX5vK4j4mKYgoe4zTRESFal3Ns6rOTqVm+8lynpiMOSjL4yH9+2tDwIvKwOCbKSYpiMrCYHDcWt/B6fmF/aIYKwkR0WQ5Pb+Anc292BJGYCLTkk7YmdjIg7l4520/hfrifbElgbGylFFuSQoReZ+ILInIo7Flx0Xk4yLy1ej/y2KPvUNE5kXkSRH53rzKRVRWc4dnje07CLoDMyvJJjH+Ek2WQPdjMC/mmcPYO1mYdBhe1u9ZZfZ4ptsbhgbNrgUMvlnKsyXF+wHc0rXsdgD3qeqNAO6L7kNEbgJwG4AXRc/5fRGZyrFsRKVTmaoYn3aOzY2t8X4w/hIVRiyY8pNx1wrvB2MvUXGmDsF45RccODMPuSUpVPWTANa6Ft8K4APR7Q8AeENs+V2qWlfVZwDMA7g5r7IRlZKC8ZEAMP4SFc2u0GtXaSYJY+9BbG1A+TIT7zq687SGpGDszVTRY1JcpaoLABD9f2W0/GoAZ2LrnY2WHSAibxaRB0XkweW17VwLS0QjYpy2EeMvUVnpfksKtqiwTqaxd3V9Y+gCTPIAl9RbKY4Lbf9juhDmi1EytgycmdROJ/GjVtU7VfXlqvryE8eP5lwsIncwNmZHRG6J+gjPi8jtfdb7RhHxReQHiyxfxhh/icbFAJwJxt7Bsffyy47lWyoip9gUfLXHbRpF0UmKCyJyEgCi/5ei5WcBXBtb7xoA5wsuG/Vwen4B1d2a6WLQQBYExIQmb+rYZb2oT/B7ALwWwE0A3hj1HU5a7zcB3FtsCUfG+OuYzbXtjllzqERyiYv72xTjfbSHx9g7WuwtxdVwC9UX70PQ2DBdDHLCwXjuVs3XTkUnKe4G8Kbo9psAfDS2/DYRmRORGwDcCODzBZeN+ggCft2sZ8FHlFQE15IUCPsEz6vq06raAHAXwr7D3X4GwJ9iv8JpO8ZfxzTqzcErkZOkknMSIdq8Y/GXsdex2Fv28SZUPdNFAFCuRFT2r8WmGBcri/rmilESeU5B+t8BfBbA14rIWRH5SQDvAvAaEfkqgNdE96GqjwH4IIDHAfwlgLeq8tO1idgwdDk54GC/PHUvwTWwn7CIXA3gnwC4o8Bypcb4Ww5unV/SMHJtSBGPv24dRIy9jL3GEh9JJ8+S8WlS1ifoZU8SpWMmxg1872PTQtNopvPasKq+scdD39Vj/XcCeGde5aHxMEdBaSyd7x7UPN9K8jGZxg3Th1Ov74c/GleKyIOxxXeq6p2x+2n6Cb8bwL9RVd/GBB7jbzk4doJJBm2sbuPwkUMAiutud/30YUxJ+pO4r8o0ALxORN4VWxyPv4y9DlieO+b8yXHSa0h8TUMc37YpU+uLfmz4nWyuPxze0HjszS/feNnzLsLzv/6K1OvvNX3gw/O5lScvuSUpaDSn5xdw9NgRXHbFJaaL0sF8CKBBLIjTaNQONk+3oVxdllT1FX0eT9NP+OUA7ooqyVcgrHh7qvqRLAtKxanu1rC8sI7rXnjSdFGIRuL7ByvFGgCYKr4sfdyjqr/Q4zHGXovlmZyoL96HqYtvwPTFz89l+ya4nsih9LS5mbCQLSnG5W6KsMSa7IdMI1CLAmLn+Mb2ZSkGeADAjSJyg4jMArgNYd/hNlW9QVWvV9XrAXwIwL9mJdltFibTHBz6cDLZcCUP6OpapwduuICxt2DDXG3P+6Rbvd1ctz/Ma93/Tvf+/rjQUqHfZ+ZC+VOxqocUZ/fIEpMUFrJykEoLi0SdrDpuNKmy7AYNR8p6G8KR458A8EFVfUxE3iIibzFbOspLJRrI0JYTTnJHEKgVGaX2b4Cj4ZexNz8uXNXXwI5BKkOt75L93yDbkw25ly+w9cKu/ceO7djdw0JBYM8VcXJH4Js8biyooWdIVe8BcE/XssSB2lT1x4soE+WrlZwIAsXUVLmOZ8qXBgEEMmSrsewrsBqrO2jCIMYuYOydYCNcEc9/fAzHvkAxLiSmMpHTDCyjvX+OZogtxZYUFrJpNoQ0Td7IDmZbUvD4ILe1jmAmiWlYI7W+ySFktn4DOjfN2EyOGKElxbgn4r2v8kffpT7f7VH2nVXiYGISECkUPSFO3/dee96hETBJYZGt9R0AgO8H2FzbMVyaTg60eJt4tjZTt7RYRB1WFtYBAAvPLhsuSRxbdLhAFUN/VPmGxfgI87nuiBw36slulk34ve2nAQDq78LfO5vZdsfCC3TusGg8Nh4v2WKSwiLbG/uDBtl3NY9fPOsN+RG1+uDnIV4x9poeNte2c9sX0bisGs8lTiwtF3UYNkGc+9SZivbvwebaNpoNm/r6E3Xy955t37ZrXAoAsK0ubp9hE1aZtwIZNhNbmc12/z2otwtv59nBK1JPTFJQX63vPq/G2G/YWTSKupIHwLqWQURx3UlhW1slkaUsPlyqu3VUd2umi0HUm5XfH1Z+TUuf/Bg2kZTnZxofk8KDvzOf477Kj0kKiwQab6JpS2B0c/CtSWTikPE836JjlWg0eiBJYaggB7C7hwtUdcjfyPEPMN/307e45GFEVosN+JrTIIjdBl/NZ3cPZxT8g62qCPx6ofucVExSWCQ+YKbZmRoOGvYqPRlg4Mzq/Kkli07oiEbj+7GDWAC1qo8r2U6BwhMB555ZwtmnLyQ+FuvtEWGWghxhy3SSljcjtmnaUdODeA59fjL2RxqgufzpcTdCKTBJYYEzTy1gb6ezOaY1faSZTHbG0L+lmX6mrASTe3a3qzj79CKa9f2KsUCsmmGJHGDJ7B6d2+YxPClMnySOqr54H4L6aufCglpSpMfvkf0MXlQ4UPXl8ZIlJikMazY8qIaDC8b5XrFT6vTSzlFYmk2mOHs+Ix4u5ILVCxsIAu3oagcAvseWFJSeHmy6YFhn9xOmkMk2gRcOFK9dzea775vj5hU6VxNWYzF7ha6wTU8iJikM6zXrgW9Ldw+ebTqDHxVRel5zPxHcPSaFZ0mSmFwx/KDF7EJJk8zfDgcU7B6DQn1bBnkNv5+mLtAN6s4xkcmInmyKpTaVxX1MUhikqqjXwmbG3UmJ7kqzaWxJ4QB+RkSp1WuN9lSQ8e51CrVmCmheAXeDbaHXsuJQCY1zkqwaIGhuhXeCRteDliSI218iO34LyiKXsTRsC8CUGSYpDNpc22536+ju7qFqR2LA8rGDKMauj8iu0hDFqSpWL2y0Y2zHQMVqT3cPfovcYMNvdV/MdlFGsjjJ9Lbn28kJ9fY6H1Qvt+/TMIkVbSUnbP9ug60qbPqlZAu5bDFJYdDOVrV9u7rb2Q9PxI5xKdRwkzcagk398pL2xmOILFGvdl696x64uDtpbBq/O5azbaBK7fw5aNQtmTGBMmXTDA/DCKrn92/Xl7selYOtK0xoX6GzI2Gdl3IkOCyKvQn4+z06JimsJWg2LKgoR18ujnZvv6JTFJ2Bt2trCRu3bVpdmly+57e7eiSx5aSu9R1jJcduOuz1s9wH2uzc+G7sggiV3zDJi17rptnG6EmS7tgbOxWRCjQaVLMIvU/Sw/pK95gZZCFDF+hUNeWmWPcdFZMUBg2qeNowDWmriLb00aY+jB0uiq313a4lRPYKgv6nldYkBZgkdoLJ2T16X8zgMUPFGDpZcaB1QuexqhmPSzFSMqXdksJ8i2bXFN/Cp+BYF9tdUD134EFr6g8lwCSFQf0rnnYc6Il9tilRba9u9DOzvi9cnyvXREUKgv5XQGxJCuwnie0oj628po9mw2DrF4Nxv7rb2VWpXwshon6KOLlcnr0UB68sd7fEtCEx0Aq+drSqs5lfXzN8vlL0vvtVHoorxSRgksKQQV9oVUsqylERmk0bfjTstnR+zdjUsb7nF9/fg8hRg2ZPsiA/DGD/d8K2MTJss3hmGQunV4ztf5TuQXkeYrYcv2S/NGMSZJu8GFBHUjWWpOh4nVFrjyK7nqRl2zgS3vqXYKpLg3pV2HcqO7j7M6Vj2yc7MdJkHW1qScFvmd2CQHO9gra9sYvT8wtjboXHENlhUMsEW1olcXYlN+TdHfL0/MKBFhNtPeK+DfUHom4SeBh46mHBYJXh7B5izW+BbYmJA7repqLKq+qP0Eo3/Wfq7ZxCffG+MbdjxzHkIiYpDNFAB36vbKhktFoGWFAUNxgcFyLzLarCi2aYaWZxJZfHEFli4EmlJcdqq5w2/BbYzWwXh5E+ngFP8n2/I5lmqpUeTYZxWksMc0J6eX1twEnl0MPQ5qPVzYOxty/zFzJHiIsDiqqqCPzWFLk72W6chsIkhSFh5aN/xcqGimm7y4kFZaHedPDhNLQgUJw/tTRwvb3thCt8PFzIYq4MBJwmmU3m5fFbfe6ZJSw8Ozj+bqxsZb5von5aSYlRrpZrMKgrh9rRkqI9FsXg77arU8GWQh7nJn4VzeVPDVwt2OseNLOlu0zuVIhF5BYReVJE5kXk9oTHRUR+N3r8ERH5hmj5tSLyNyLyhIg8JiI/l0V5mKQwxPf9gSeVNuQF2lPgGS4H9ZdHJTn1yVHiegcHfuUxRLbwvcGVYCuSxBpeU7ShLNRHTh/POJvlITPZrD1xDuqD17EgSRGWQcHpIwexoSVFxpn8tJXfvuu5d3VBRKYAvAfAawHcBOCNInJT12qvBXBj9PdmAH8QLfcA/KKqfh2AVwB4a8Jzh8YkhSGBP3h+XRsqpu0ymC+KI8y8UXvbtdwGWrXhOCTKUqqWFJYc9gJYUxZKNsrAmalkFHsPXTSbyXbIHUWMCTBKIkRTzJahNiQGWokS1n+s5lcXAM16YOlBp8YDT94yK0nBbgYwr6pPq2oDwF0Abu1a51YAf6ShzwE4JiInVXVBVb8IAKq6DeAJAFePWyAmKQxJc+JX3a3jwtkVeJ5v7ETRfH8zSmN7M8cRqBXZfPw8hMgSaRJ6i2dXsLdTDWfOMSDeis2KPto2c++iVSqj/+xrx3MrFVb1yBIaDDywg9oSGmtfhPo1c3VfGxIlTun8nFoJrKREVpatfILquAO6Jwl/UMJjr1SV35Mi8mDs781dj18N4Ezs/lkcTDQMXEdErgfwMgB/N26Bp8fdAI0mrCQPGDjL8+F7Ps6fWsJFRw/jiquO9d2e5/mYmc32I21XlK35jtnJdGuDS49fjM21YQf4SafnCZIFx8SxGeD5Fw0xUjMPZEK6eNZseFhZ3AAAXPP8q/qe6DWbHqamKtmeDMbywzxs7TVq7E/3rLE6fIzx3HRuuEgxLen3c8y+2RypYKo+Bh6bfhXqV9FY/ltUDl+DmUu/tu/21G+gMn245zojtSppj53hbvBdnjtWQIsas+PWVY48D8Hus0M+a0BZ20nvkUZEPvi8HN6ai657Pq74tlenXn+3Vgc+/HcLqtrvSUnp/u7S911HRC4G8KcA3q6qYw+YxPS6IYHqUN/pve0q9naqPR/f3tzFwunlzE+WHRlfzhrGeuXl1NUD6P3bM2iP3c+rV1P0RSUqwLBx8uzTF/o+Z+HZZaxnPIBhR3KQWQprjfzRpHheVtve2+kxfSlRBoa6Mp4mSRETVM/Cr6/1fNzfeQbNlc9AMxjHovOEnt09UjH99gRZd/WIy+bFBc3NTLZTgLMAro3dvwbA+bTriMgMwgTFH6vqh7MoEJMUhgT+8E2ItzZ6X4aoTIUf5eKZlZHLlIgBejgG3q5wuqQcs0kZ1ZQ31/Np6UE0jFETuYOmgNzd6p1EHkUeM/ZQ9kb5Lc+btv+hMiti3IlR9EtaaNAYent+nyvlUpkDADTXHx56u33ZMHinE/ab/HV/7nkP3qqq+1PFZrrh9g4GrNjrB7rzx9vfPZ1BoQrxAIAbReQGEZkFcBuAu7vWuRvAj0WzfLwCwKaqLoiIAPivAJ5Q1d/JqkBMUhjiNUeo2PT5vrQGgms2ss0qmu7GQIPtblexu53tCVKcAtjZ2gMANBsHfxB6hektJiXIQr7nQ4ac11MqkmpsikYtwwqTavu7xTBsr/PPLo/4zHQfamuK0Y3V7dRbbtSbqLHlGtnIH6Guor1jr0aPaaN3a4vRtJIUDL7pFP8++XtnENQHT9M8OkVQC7ev3l7qZ3k7p+DicaOqHoC3AbgX4cCXH1TVx0TkLSLylmi1ewA8DWAewB8C+NfR8m8B8KMAvlNEHor+XjdumTgmhSGpRpfv0qg3oaoHKtiqimY9nyZP8SRF0r4pogduFGacz6TvZ5rwUhZOr+C6F57svULska11dkAm+4zSNUoDRb3awNyhg7MkeLHkRb3ewOyhmbHK195nuylFVoN3kYv2dsOuGoEfoFFvYnZu8PG1s5m+Qk1uK2bcgezoCM3z1dvuWfdVL6eLIZa2pLDv8zY3A6DIqNfZB3ZWPrCksfJZzD3nu1I8XxHsnenzuN1U9R6EiYj4sjtitxXAWxOe92nk0PaTLSkMGaWiLJLcAqO2V8/tSjpbUgzWbHg48/QiADNXPHPPGw1s8cbEFblDAx3pp7ReS26mfP7U/pWcLKcBjscShuHels6t5tvdzbD4iZmpmWbIXnadsKbQp1VE7+cACA6OqxLUlhDULkT3sj2d2R/jwq7ga9PnHTS30Vj6VHQvu/cp724i6Y3a3YOywiSFIaNWZpOacHa3yshyEEVWjgdL6gJRpLxbtywvZN2MksicUROvtergvtSDxq0Yjva4TXFpPhcbpT0OO3/P08R6HitksVGSFCII6usJ24q3yggyvqjG79Eg2txG630y8m5Vsmm12Etz49Hhn5T4RvBYGhWTFIaM1ORYgXpChcz397clAmiGU3J0dvfIbLOl0vFZGnqPpDJioiLlVIxEZREEwUjfUw0U/oBBEkfpxtdzf7Gxtxh77TU1PTXaE9N+pvEPnxfuyIAsr97rSC0pfATNg7MndQ7CKaMlQHrucz+WZ5n8sKeVwPifa+dnOf57NNJ7I6PF3zSfqTYSEmMAcw4FYpLCgHA2htGCaVJ3D79jmSDIrUbLb2aSeEsGNfAeqerIH01u5U3aLA8fskCz4Y9U6ZSKHIi/B1qxZdiSIv69ZpLCYiN+OKmfNiAxMXKShKhgqgEwwuweAKDewTGu1I+3LJaulhVj6viC9v+y2tQFo0gdoalPQBv2/Um9/lg/jBk8Vypg5jhfTFIULAgCnHlqEaMe2K3mxPFKdqMeC/qSdb9o860EqD9jcTq2kZFbchAVaGNlC5tr6WdJ6Bb4nU2Kmw2vI0mZZVc7ALGfCQZfW40af9MniPvHVg4JROMq4uq+Bk00LvxNdGI3gqARDpQZb+EQb10hMlorjZ7c6G5ntGVGR/BJ/x71SkIMnezRYIwKcEafac/jmYE5C0xSFGx7I8wGj3oFOwgC7GztRYmOUCM+s4dm3Dy/VUyxOUybs7tdxdrSxv4CA2/SyE0RBaju1Udvoh6/ysuDgxywtTHGjDMaJonPPLWIvZ1woOJGrdnx/fOa2cXeIS7kTaxzp/Kcfi6dUX/L/abfczBWAIl1XFZ7yVX+zqnwxsgtj5oI9s6isfTJ6L4eaF2R1NpidPHKr90B2ESiwt87B2/rydgSE+/RqC0XBUFtNYOkFpsM541JClNGvfoSKNaWNgGEyYh6rdE5bgQ0237RUUEFsD5Qm7C7tdc1Cr+Z7h6jVJQFwOqFjcRxTgCGWiqXcb+bqvuxd2MlbI2xvtLZTzrTlhTx7h78NiayYraLET+a6l4dF86uDlxvUEuJ7sOaRwrZSNsH8oj106AJb/urgPpQrxqNFxDbliowwvSmPbG+25e/d65zgZG6b4BRI563+eVo4M+xCpC0cLxtUodp0wWYNL6XXQJh4fTywYWabXeP+PeNX70ECfN2F230lgwy6hO7CpBuUzx+yKQsk7ee5+P0/MKB5Vl+/xXY/17xy2Ot3GM+P3sqA//gzHTDC78MjZXP9Hg4u6RlZ2LY3i/hifqGmS4f3dnTTLvapDRykqL1w8q2abZjS4oR7WztjTTd3KDR4bOQzxSk9jd5s8HyQo/RgHM0aiU5q8p18lXeg8tmZjjAG42v2fBQ3a0N/bzAzyF+dddxstxFx8CZjL1p1PayOBGyQ+vQYisassnM9inoCC0WdMQBM/cNOqEMOsarGF+8u0eW282WuTEpOj+P5vqXCi/B6N01Bn2eqadeSrVMpg6l3B51Y5JiBF7Tx9rSJurV4StEWbak6CXbwdtiXUk0vII4zsBzZWPDoGVZTjk71H573kkO3XOH53IsDU2KpfNrIyUDfT/IfoDXhAM9u+QfYlOQhtvc3thFo97MZPtl1MxwTJA0ikgeDd4FkxhUDPX2cHjtC9Dm5vBPHjtJMfg41xxn91CvCm/n2ey2T+Mz0Xoj3HHX/wkPtQlk5pKcy1NeTFKMoHW1ptnwcHp+AUEQYHtzt91fuRdVhVdAH9osT1q7x1uo7daxubaT2fbLqOirnsYvsqbulme6oFQGrXEILpxbxfrKFoIgwOKZlYGDVjYbzUIOwcy628W6ebS+4+srW9jZ2stm+yWUNEV3noqI9UOn1RhmKSd+fQUAEDQ3UV+8Dwh8eLunMbf2SN/nqSrUH77129CyHJOiPc1k2IrYr12AvzOf4fZdn7o0ITIVXRk13cIl9ZgUDMqj4pgUQ1JVbG+GIwi3ZtU4+/SF9uOXnbikY0q6Rr2JZsPDkaOH0ax7CEboIjKsLPtet0mO23bawUAdBIqpqeKaWIz/uzBeWRl+qSitWTVEBPVqA/Vqoz1jUm2vgYsv3f9JU1XsbO7h8MWHMD09hY2VrdzrUCLh97+SSc+meCu2/dsVTvfbk6lWZfkI+01Xpip9u5YaT1LTRFAN4O+dC3On0YCDR898BD6AOQB60bWd0zE3t6BeFVOHr4I2N4AsWzn0LGQOSQoAisDgVXtLJTUjVh+QztPKURIxy3PHUj7PbPBLt3dlkB4DW1IMqdnw2ldrmo2DzW4317bbFcrAD6/wrV7YgKpiY3XrwPr5lDGfuaLDOaoz3HQJdMRpCU+eikhEdRrvQ9laH7NlTMqDgv3qaVztKZxVD5ysry1vIgiC9nG2ubaD9ZUtVHdq0XOKKKFkNg1pr/KKDX3MLDXKOFHj0AzGXhv0ezF3eHb/Dj96MkSb20AQtiIOvLA1V/xw9HfP7I8J4TfQXH0A3uajANA1VWWOZcxyCtLOZsTmr9pbJ/7pVwBUIAO69GQ+fsaYP+re7rjdd5IG7uzTFYSGxiTFkHzPb383k5qWbq3v4sxTi9jdruLcqaiFhYQVkdlDswfWz62MGdH4901bN6ilq9tiNL5o0d09xttfvdbrh2XQdjXVWu21eejQmLzYmD5JY++cffoCNte2sb25206+JSWT86LQ7MZF0M4EMQ2W7XhMKaiOnTcYKrGS2JKYSWLKnwZhslcAwA+TFPEjyt/5KhoX/gZ+dQmXnP3zaKlAAw+V2ePFlNGvDlwn/Ylyd+WunN+fkRMHHUmbABCBFNFapsN4iSOtJ8yQONQGNN1hwQTXyJikGJLvB6kOyrD1RHhbROB5Pqaminm7VTX7bhkSVsDHreeoKk7PL2Q7TapBSVdNC+8SY/qtTHlQbG/sFn8SQaWS5ru1tb6L9eX9VmvtlmVFXIXW7MZF6D0w7egvZH1lC2vLIwx654iif1ey2NvAhjEZvaRzz1wYvBJRL0HzwG990qHrbX45tkIlHIuiUswFOqif8Qwfre2Ov03VIBzHoyTJQvUSWoZnOiZIqlIUvL/R+LvPMEk8IiYphhT4wdAHmwaKC2dXERR0kLb6a2eio8lbdpsrYirWIhy55HDnAjVQUc7ruErYbEcT+xF2m0sFgiaCqo703arXGqhVG4XVZzKbBjPWci0+DeU4vT12Nvews1negTeLb0kBjD2mz4AiD5qCNO0rZoKYxqF+A2mvXLePNPXRXP27MaaKHJJUoI2skrDadW/cK3TheyBBOaZJnrrouq4lAik6SVHkiX8lPjtda7/DtIIrxzlP0ZikGNI4U4gWNaiXqqKaw3zxivFPiFvvwcKZlQxKZJ4cqKAWM4NL1y7H0tHneYBKQmsgHaIbUFla0FDxxok9RbZuaja8TE4INV4t1myTkWW9qhMUnvwe830conugVISTJpExOsTJ9YG0XVEnaOrDb6xmtbHY7QwGzoyef9Hi/eNtxxbSXRdUVFJ0t8nSuIkjmb08/bqVmfiOo/+H2D+TFCNhkmJI45z8NxvFZRnHSabExSvJUG13b9hc28bp+YX+z1U9MChY+z0oaSVZNbv3PvU+xwzUY5+waPoSuHI1T0RuEZEnRWReRG5PePxWEXlERB4SkQdF5FtNlHOSjBM/t8cdHHYI4QwfGcSArm7Q8bGGTs8voLrbf0o/3/cPfrf7jKdUBkXHl3FD51BtMMrbLb4DY6+dgvrayM9Vr8DWW35WrYg7b6sXnoB7W18Nu230e6oGCLpaFQTN8Deo8NYGuemKXupDiphmtmOf4/7OJj9/dfZo0s56LEs7JlA5f3PzxiTFAIEf4PT8AurVBjR2kj6K6m5xzbwyGzyz9f2L4lHrRCFNJffcMxdwtqsf7P6gclKKq+pJr8C1ivJQyeCEdYfZ/eKZlcxmP8iLiEwBeA+A1wK4CcAbReSmrtXuA/ASVX0pgJ8A8N5CCzkh1pY3cf7ZcHCrcbop1GvFDZ4JSCbxt6OOrIpmV8wdFGfOPbN0MEkRDe47KMHhsmJbiYy7Lxlc3t6DkwxdhtULG6nXNYGx1x7i11FfvC+cSlQDIBg9ZmhmrRtS7Cuzq/mdWYrWdtNsv3HhfjSXPtFVrmhGFA1K2+21+ATMuJXfNJ9DdPKTGKfT77+58lmoX46uPkVikmKA1sn4hXOrOPPUouHSpJfZCPOtL6GG39GhKoAJnafjrQx6zyrhtkat4VZz6lhZG/Xm8AOspUwmSzSehQNXcW8GMK+qT6tqA8BdAG6Nr6CqO7r/IR/BRFzjLN7O5h68pofT8wvY3S62Kek4Mmk11xVDRuouGB9SSDWMSwrs7bjzXg6rUS9wNpcMx2kCwnpGz+O8R7OLYYrgwHeIsdcSlWY4MGJz9QE0LvzNmFsrbu7cVjIg460eaK4/7KwY+yeoGk7nWoAT9Y1C9tMyVV8ptpV0hlfogsYm6sufAQBcXk8YFLTn89NUfqfC1UsyHkmRmKQYIMu+zEXOb6+BZnKifGDooGFyFAnLWgNmKrTQymR+Dr4hjXqz0K49Y48TEp28VHdr8D1/wJR4euBW6s4e7lQlrwZwJnb/bLSsg4j8ExH5CoD/D+EVPcrYzMy06SIMTVUznQY63OZ+fWr/6977C9WKCR29qv2gHZQbdbtbM43jwtnirtoCGP/8SxWNRhNe00O92jiYQNLEmwMWOoux1xKSafP04uq+CLKqV+43I9ah+1olvN7WCaoqtlDO+DtdXym4y8e4wS+cCMGvr4bJrT6tZDrrudr1P+UltxqgiFwL4I8APAdhx587VfU/i8hxAP8DwPUATgH4IVVdj57zDgA/CcAH8LOqem9e5UvL83yIpGiSmULRV9dVdfzESKzIjbq3P8ZEj82enl/Alc89jkMXzR14bGdrD7tb1fZ2d7b2cMllF49XPtNKEKNah+XywjqueM4xAOHnOHdopveTEE4pGm4g5Y5kiHVTOnrIw3XH0/8oemHS8UoReTC2+E5VvTN2P+noPlByVf0zAH8mIt8O4D8A+O7UBclRWWIv4O4sQL6fxe9Fxz2sLm20b8f/a9na2MHW+i6uueGq2Db2Vzp3agki+09r1JuYnev/Haf8qSoWT6+0f6vr1SZOzy+072v8845u9k8kF+e6y2qYrqS/1nV02wOA14nIu2KL4/HX6dgLlCf+ireH8DpmFsdakcerQjWAHBjYcYztNbdiLSmSK7/1xfswc/zlqMxeio5AC8DfO4ug1mqh6mNm5xRwPP2gjXbq9Ru3vzz/lhwZdPfQJrz1hzB9ydcBCD9Hmb2s79O83dPR3s2dABy+9mtw/Fu/L/X6s7u7AN41cD3b5NmSwgPwi6r6dQBeAeCtUd/C2wHcp6o3IuxbeDsARI/dBuBFAG4B8PtR/0SjGnXPrab7EREgyKCiHJe25UN7douuWL5V4OB1lF78+I4f6ol93mOLWkmKImdOyMiSqr489ndn1+NnAVwbu38NgPO9NqaqnwTwAhG5IoeyjqIUsTfwA2cGWu2WzSwTCeNJ9L6LRq25n0RuX+jpagsX3RXJZtyMiZfBYJbd9Yv+Fd/wMcc/u3v6xF/XYy9gafzt1z0h6WRyqr6OYpMLWakAOl5Lhe7vZFBf37/T57pfr+b83s7THU+XrrEQiu6Wkad+LXBse52dY4PEbie+hljXkOq56EYZWoPbrWdLChH5hhTPb6rql5MeUNUFAAvR7W0ReQJhs71bAbwqWu0DAO4H8G+i5Xepah3AMyIyj7B/4mdTvZKc2D7IX2+CIAjg+4LaXh1Hjh4eegvNRucXcGo6XU5rbWkThw7PdWaSPf/AWARFz4JRpEITW2PuKvCDdl/l+GCmSa1wknbleIU5yQMAbhSRGwCcQ1iB/BfxFUTkhQCeUlWNYuUsgMzamY8Tf8sSe30/yKwVW9FayYLqbg0zs9OYHqHbytb6bvu2KlK/F4tnlnHl1ZdH5VDotOLCue5DU0sdf4ui0LFaiKkqVhY3xiqDSLHdwHPmdOwF7Ii/WZwMVvzdwSvZSAQanTwG9XVMHb5qwBMOUq9zzAiZPgxtbgx8nrfxZVROfFvnWAd+48DJbOGzYBQpw25CA4/jcQNfUENQW4k2Ff89TMhEJV2z40CYuetXc/oEwh+Mfv0FbkDYdK0vEbkewMsA/B2Aq6IgDlVdEJEro9WuBvC52NMS+yIWIZzFw8fC6WUTu89Ms+Gh2fCwemFjpCTFdtdo+rtb1f2K8oDY4Hleu0lqs+ElvpeqCg20PaBiWUil6JlLxt9XawyNRjwxlfJjSX2125GKtKp6IvI2APcCmALwPlV9TETeEj1+B4B/CuDHRKQJoArgn2u2Z9OZxF/XYi/QOnFbR3WvDimyL3OGWgMXLy+s48jRw7j8qmNDb0M7KrpB4vIk8fEmFs+u4NjlR9Homt1ENYzRZTQz6944JkDsc+3TYib5o8+hH50hZYq9gIPxVxVBcwfN1c9j2uFjSr09aFCHt/XkSEkKf+dUbGNAUF0IBz9McQIezv4RROWoornymQPrSNDIuEuKCQePD5VpSODWRavWQKvqxZJyaT+XoVvsuFmfManfr/kDqvqd/Z4sIn89aAcicjGAPwXwdlXd6jNGQqq+iCLyZgBvBoDrnpt9n67Fsyto1JqoOH7irFAEQYDKEP1FEzbSsb2+q3bVEao7+xnGXskeEYHn+c5WKoHeA5kVefU3iz21vpfxaR4TTxCTsslpX6tDdWlVvQfAPV3L7ojd/k0Av5ljEcaOv1nH3mibucVfVT04g5KjYbjIbiq634ejvSw+eOTGavJI8kUO7lukwmcgzXt/JWomkUYZYm+0Tm5136tPPmfQ7od25Ny9mPJ20KzMJu3eHaoZNMNPGCSxx1sSXoHf/wj3x54AGgkJCgBhwiNoAFOHxitmBkZuddPzEHErSdH67ILq+QPLOiUkZSYsNpvQ8wx2UJBOs46IzCAM0n+sqh+OFl8QkZPR4ycBLEXLU/VFVNU7W30ZTxw/OqiIQ2tdcXK1L3SbItur+a043eNLeeapRZx9ej847+2mmOpM7BkAbGQ9f7iKLca4EseVSKxTHXxhaacULbZ1idvGjb95xN5on7nF3+Tjw81jpsjKS3W3hjNPLWIvNr1kmgREebt7FHzMGE6ksaKcLRfqvpdfdmzg6xjWlBeNGRa4PjW8QjOdmUS7/u/8wjcu/A0aS59q3/erXYn2RAJ1/H1OunCpAKDFDpI69haCg7+VnQnFPgE+7XS3mR6PkyXVZXYRebGIvF5EfqD1l+I5AuC/AnhCVX8n9tDdAN4U3X4TgI/Glt8mInNRf8QbAXw+7QvJyvS08fHiMhMUnACIV5ZSVYBV4Ts75kd/Lo1JASQfK45exC6dYeOvq7E3KVHm7PlXjq2pujdbq45W2S3hWDIA3GvFNnCrg/t7UE4mqe4bVA7OyOamLFpS9Nhu95J2F63Y/jTdvrXPdJeuShoU1HqJXTZSNy6lnA1sZy8i7wPwYgCPYX/4UwXw4Z5PCn0LgB8F8GUReSha9isI50D5oIj8JIDTAP4ZAET9Dj8I4HGEoyO/VbNNh6bilaji5vsBxplgLu30OqNWClX3+267K/m1u3Z1K2153XpV7hsx/joZe/d2yjWYWFGt8XY2U17N6eL7QTbTVFum2NCb/c66y5/Q8JwKMEl1X1VFpcfMFC7SoAGpJNd+03Vv6PdNy+AbqR7Ucz1J0aslRZGHbgYR0bGWH5MmzWAAr1DVm4bdsKp+Gr0vxn5Xj+e8E8A7h91XVpzvetDFhYRL1tOk2mHwwKIZ7238bSRtpGQnL44aOv66GHuBco2RICIZTUOaoLv18TibcjhJ0TOx6lgrtvRj9ZTxt9JqE1P3RdCASqXjKrjC4daUQR3AkZGf3hlC+nT3GPGEXAAru3sszx0ba2YYgRbbkiKL38DEaXbZksIWabp7fDaax7n0qrs1h6PyQWNX+vt9J2Pv09K5tZF34edVkTcoHEutyIpyJmcrKdcbf1c0lImIv4EfoLpXnit5gHbMspHtlqP/VcdKRIuUYOylBK69osFVDk28SbmbiNgLAH5tBd1HostV4aCZPFhwL8tzx7qWpKv8Nte+MNR+OuTSJaVAPeuMRY9cPO4m4tvoc9TndjWQ+knTkuIDCIP1IoA6oiSgqr4415IZsLa0aboImcpzoML4zA/12ugZ4TJWkl0UvyrZnmaWbDAR8XdjbbvwMXTyll/81fa/SeNKpP/+Sviel2gcpqJl8wkPaErBUGzKRMReAPC3v+J0UuKAgrocdExbOexzY0mKg0mS9E7UN8Z6/uiGD0xZlzOb0Bivd/SLxZlkKTLYxmRJk6R4H6L+dUBiuxiyVK4nmrFftKnpysgjxbt+YpL4Hiuci0WDDhWR7JLAG6vbeM5FZRmkK3cTEX9djwPdVIEg70SfavL7lrb7QElbUhR+IS/3j3k/KZVFC71GvYnZuXFGq5oYExF7y2nc70mv5ws6Kr8yk3qgzANcb0nRSxSvxuk2MsTOMtjEoIRWduk7b+cZzB5/WWbbmwRpkhSnVfXu3EtikKrCc34Ax15G/xL3fGa8S57qWCeviVNfloBrVf9GPfzB7D+VezY18ta+KJXSx9+wNUCpruMBADSv2NYaUF4Vvh+M1fKprPG3OPlH+vZYWRklRPZ2qkxSpFP62KsaQL3RBt61Wp7jInRUksaoX3clN8y1iMiaW7VfbW6FNyRqUajo/IxTjxmUYl+N0bvGT6o0SYqviMifAPhzhE3eAACxuZ+d16g3ceHsquli5GKsK2U9ByYDmrETzXEqunl2STGqyGnwst5VFJQlYVlWu9rbqeGiiw9ltLVSK338PXdqyXQRcuHnNCjwzlZ4UqFRS4oDCYq0u1VAS9aCJVTwb0qGldgkWf9Gbq3v4tjll2S6zZIqfezVxgaa618yXYwc6Jitjno3+W8ndVSRPH1l2l1k1yXFmgSHFt2M2L19BfU1VOaOZ7KtSZAmSXEYYYD+ntiyNNMwOaOZ0wBnpokINleHG0AobqpPX+V6LUxSLJ5Z6fndTXOFL/cm0Tmzo/gZFyJhEOusd8UxL1Irffwtq6TxIrK0tb6L6ZnRx5NQVae7e/TJoRdXhgK2oj1uU+5KH3uDMcZUsFsF/vb8yM+WqcNQbCQ+ps1w+ZHFv0bPDKVMDU5CFD/Ld7ZynF0pdVcRJwOik4U2ZmCSQlX/ZREFMalZ1q4eY/Y5np6ZGniVqP8MIin2rWF/9MpUmolmKG8KDPyR2d3aw5FLLhprP5UKP+80yh5/y9zdoD1z0Yg9WdKMA+M1D1Z0h0kANhOe7w5LshRj7m+YOv3GyhYuOTb61IqUXtlib9KJ3zgDP1pNZKguH93vjUxfjEGV36nGBnoH9zR13wDqdKIi+TWKg2nicFOK/aFn4p9rdFt9+LUlTB26crz9SJq2AdTS80xBRN486Mlp1nFBdbdmugj5yGLsoJzjjYjs97l1UI7JZAvEBx/Zv9kYd2pbAMIcRV+TEn9r1Qak90AoThu3mX4RIcTzSpqgL5Ny/Jg4w4XY62V0ohPUy9nNuZf0XSLGrPxqit80qQDB6DPjDZJ/94+k96eMsWr/NWWS1CtpfScv/SLd7SKy0udxAfBzAO7MtkjFCgfNdDmb2du4TeqLCjflHJfC4TEpkmTe75qBeoCJiL+NWrO0XX/arcxGfXkFvC3ljL1Fyv/94ydUuImIvaoBEJT1At2YdfoUv0mKfq0G0n1r3W5J0UOhv+d57atH/ZRX1wrXL0nxCQD/eMDzP55hWYyoV/PLZLqvgCSHAEGeIzHnzoIqZE4/CvkmfC143+w2EfF3a33HdBEmmtNJCguKXkh93ILXOWEmIvYG9X55GBokk+pR4HKSYrwETTZFyGlfeVZ+S3pRJi89kxRl64/XSxCMN4VbqRX0ljhdUe6hyOMp033FNhUfN6L1GYlINtPXle8jz9SkxN+pqYrT3b3SsPlQd3lMEAVyn1ljYBmC/PtExuN7v8Gs0+L4T/1NSuyFBukGeJxIvb7TGQccl9/7xLdh8HuTelDMVPL6/YrFyNZnJFOQqfHGYqPhTcSvle/7qO7VcXp+4cBjtb0GExQmqeMzPZQtmcxeGJQhVYXv+zj91AK2Nzv7cwaBlj5BAcDqKycWF20sRf2mqGrB72EGOyvrh05trfEIAr8Jv7aM+uJ9B9YJ6mtDDS5Jw3z70nb3cPn9L1vlt4WVYJtMxDCj555Zwsxc8kttzTlPOUgZP5yeBq/Hiyy2V14+LSl6bXdns6QjglPmVpc2sbddBXBwJiCvrLMqOcTtBLGabkhR+PungWLp/BqOXX505G1wZqXJ0Vz+ZDRTxUFB7eBFO2op6nvtcEuKnrMrFRkT80ryJL8Gf/d0z8fG3TYlm4gkBQAE/sEDI5iEq3gjSmp1kgeFOl5R7rG4DGMH9VCvNdFsbI78fKkwUz0pKrG+nd2zeKwtjX4MlVm91sCFswWNuu9y7LVA0b9dQaCo7dWBMZIUjL+TRYODyWDNcVYJ1yW1OtmX9vueZj11vCXLwdcoAKSg15R97E0xWGpzA952ffRdyPjd9SbNwCSFiMwB+KcAro+vr6r/Pr9iZWd3O2wp4XthxlJVISLYXNsp79SjLlG368m9WzE4/KJacnwJJXh3CuFy/FXVjpZqrRyF1/Swub6LRr1pqGTFsjm+2Vy2QWwou9MJdurL5dgLAN7eufBG1wwe3s7TCGpLBkpEHRSOj0kxWuxbnjuW0bgUecbe3tsev/We3b8ZInILgP8MYArAe1X1XV2PS/T46wDsAfhxVf1imueOIk1Lio8C2ATwBQBjpJDMWL3QebVuP0mxbahE1M3VgTN9z8fettlEV/GV5Cz6RGezmQnhbPxdvbDRcb91qO5u17A7Ud3shjvYpcA+sS6fZC+eWe5ZT1YtZjp6h98+GszZ2AtV+Ftf6VoUQKQCf+cZQ4WiTursmBTq1xDUl3s8WtRrKr4lRWicHxa7W7GJyBSA9wB4DYCzAB4QkbtV9fHYaq8FcGP0900A/gDAN6V87tDSJCmuUdVbxtmJKd19oIHwhNhzetqf8nE1UPcdS6PstVcZN59c8vcnO87GX6/ZGWdb3es21ycsQTzkoZ7pGDNp9hcl7l3TfywjRSEVQoaxMnM29lYaGwcXqg/13cq1ZG3cK/jZRhR3u3to0K8VZFHTArZifA7Jitzq72r7b8bNAOZV9WkAEJG7ANwKIJ5ouBXAH2l4heNzInJMRE4ibHE26LlDSzOC0mdE5B+OsxNT9naqHVFFJKzYBJ6bgaGsXJ0Fr99VSLvjUDpleA0l4GT8DQJFo9HsWhZ90SfswBr25ZY9v1kmRSeU2vsd4yDh8ZWak7EXAGb2zqHzlLoSJSmqpopECdTZ7h79LtBZUIYc9zf+Xo0G4JMi8mDs781dj18N4Ezs/tloWZp10jx3aD1bUojIlxG+m9MA/qWIPI2wyZsAUFV98bg7z9vudrVztgIFFk4v46prLodUxNluBmXjakuKvgpLJuc5cMTBbWeytwwvRxy52MdVJ9NfHWo6khFzPf7W9uoQSMdJXHW3jr3dGmbnZiZmPIqRGJgxQqbca0nRV1Fv4YRXIa48WcfMELOFHFm1/6TM9dgLADMHZiEI0Fj+W8wc/4Zw8D5nT45LxrLPIXVLk76/UUUGxQLnd9LWHmWMPWb3O7s7PdeeajjV+t40ACyo6qv7rJZUwO6X22udNM8dWr/uHt8/7sZNCgI90Ny4ZWt9lwkKi7j6Wbjcn3tk7UBNOXM6/taq9cTvx952deISFJUhZ1MotIonJYxjUmSOwlRLirGenVUxysrp2KtBE+Inj5Xl7Zyy7sR4ojn7WfRrSVHQhaBc99Pn9Y1V+bU+9p4FcG3s/jUAzqdcZzbFc4fWMwWuqs+q6rMA/mPrdnzZuDvOk6ri7NOLPR+f1Fk9Ts8vYGVx/cByz/Nxen7BWGW1f99iNxX1Xpo6v/DHnL63fJ94tlyOv0vn17CzmTww5t7O5MXe2bkZ1PbqPad1PvPUIpYXYnG50C+1lC9JUSRDb93KwpqZHU8Al2OvaoDG0id7XuvVxqQdN+EpTn3xPjQ3nzjwaNDcGTDlaM40HDcvm9kuCpQiQTDMVX6XqLc7xrMLbPkxmgcA3CgiN4jILIDbANzdtc7dAH5MQq8AsKmqCymfO7Q0A2e+KH4nGsHzH4274zytLm2YLoK1kiqkXjTAaFEjondztZJsR7E1t7iX28vj7B7DcCr+aqCo7U324GxJfL/3FTNV7Xi86LhiRxzLjgCFvSgm9kvNqdgLAM31R0wXwWIJ3VejMTqMDR6cYWuAYhMdg7t75F+e/Oq++VVQ7Y7bquqJyNsA3ItwGtH3qepjIvKW6PE7ANyDcPrReYRTkP7Lfs8dt0z9xqR4B4BfAXBYRLaw38ilAeDOcXecJ9PTQtqtMxBXd2vtq3hBEKBSmSq+SK7WkvuVu8A+0c7FaRrI1fhbqzJBkajHd6nVuqLS0a+/wC9eGbt7FIlvXem4GnsBQBurpotgsc66r1+7AG/j0fCOeoDMFF4iV8dj69fNTQrr7lHQDE77OyxwX+ao6j0IExHxZXfEbiuAt6Z97rj6dff4P1T1KID/pKqXqOrR6O9yVX1HloXIEitcybY3wyZKzYbXngoQCLt6tBl671z9yPrnkgu6kpfjtvPtFuXoh14QV+NvvTZZ402ksbG6P+Vqr/E44hfxim9JUb7vYhnGpMjrcynhx50pV2NveMLL0aI6BfCrYddv9Xaggdd+RL3YTCemkgWujklhwcCZecbeoLaUuMcsmBrHyFVpunv8ioj8AIBvRfgpfUpVP5JrqcbQbHgQYT/bbs16GJy9poedrT1cctnFAMKRaltMvWXOflYWlFtzmyuaLOFU/K2zJUVfi2dWcN0LT/ZfqejZPSyIY67iW1dqTsVebW4DUnH3xDcnrTEEtLmFoLaIqYuuSVqr2EK1d+tmSwor6puuvncWvHUuSZOkeA+AFwL479H9t4jIa1Q1sbmHSUGgWDyzYroY1guiaRhVFWvLmwBgNLHjaiXZhlK7OjMKpeZM/D37zIWOVlq0L/4tbfV/vnBuNbYsed3caRljSHHTe6gjUxrTSKyNvdPqddzXoInm2oNgS4r+NGhG/3vwd56KllYMXqFzNX706+pcVPD1weO9/NIkKb4DwNdH/VAgIh8A8OVcSzUiV/t3Fa221wAu70oOdH3XKxUpbHAuV5MUVsTpIM9BKfLj6kdugDPxd2Z2GvVqw3QxrNeoNzF3aLbjvVJjWYqyfheLeVFuDmDpYpmNcCb27ree4GfbT9BYB3ADgNi5gggUul8FlqnCWqMoAvdm9gAGHGa9HzxR38hu1g/1BxXEUi6W2ZyeY1LEPAngutj9awFYOYSwBoZG6HVAfEC7Zmw2jzbtrCgX+TVibml0QaCMeeXmTPxl7O0tHltb41JcdPGh5HUL/kI7myS2AN+7UnMm9qr64ck1HRA0Ntq3tRmND9Rd6YzfL/I77Wzlt8/AmUWNScFuTRMhTUuKywE8ISKfj+5/I4DPisjdAKCqr8+rcMNy86pGMbxmfIo7bd2ASI9BcouM086eZZsfPAi5Tu9BFnAm/pav20B2vMbB+NvReMJgf48ynmgX1pKtfG8d7XMm9iLwBq8zobS5EbsTJQVUu1pMsLtHdrSg1iFlfO+oW5okxa/nXoqMsD90eqqtyun+GW5nPbnILEX5anqFVpLL9/bRPmfir8/4m8p+PTk5MVFk0kBLOSZFkRx87xwssiHOxF5VzqqUTlTXPXCCqz1u583V38x+fZ3NF8FuzhbciIFJClX9hIg8D8CNqvq/ROQwgGlV3R703KJ1TKdJAx2oCxu6mqe6P5gcDcvVgOdquYvlSvxVVfg+428arbGTOrvXxW4XPiYFv4sj41tXWq7EXgDhdJr8HqcQXZw70N2jdaGu4Ks+pfzMmKWg7Awck0JE/jcAHwLwf0eLrgHwkRzLNLK1pU1WuFLSoLOZrwaKrY1dc+Vx8GOzocw2lGEkrpa7YK7E343VbV6R7yOehGh3S4y9Xa0pooHiB4AuZwuYgvpFF7KXbLlYZhNcib0A4G//Pdy9Kl+0riSF+vD3zu4/VqighOcsB19PZoNlHtiPi++di2U2J83AmW8F8C0AtgBAVb8K4Mo8CzUqXolPSaKMcddYFK2TjKKDpsj+tKilwTjUF9+e1JyIv9PTU5wNLCXV/nG26G7KZewmWdhPGANZmTkRe0NpqvIUVn4DHPjitqZ01QDF/pAJoN7IJ/H5nPyn0C/AJjyWyxgVqoA6VulwNa9iUJoxKeqq2mglAERkGha+zftjLNAgAmDp/BqaDQ9S2f+SH7poDoCJq/MSVpSnyzQ6NWvJlAkn4q8fBBaWyiJdXZ5Pzy+EiZ3EVYt9I8vZkqIoPOhLzInYG9Z7+R1Oq7n6INTfBaR1+iOQ2cui2wV/vFIBAo4nMhoHz/gdy6nYIE369RMi8isADovIawD8TwB/nm+xhscExTCkPQ1p53d8f9aPgovjaEuK3uNoFJaicPKwd7LQpjgRfwPPxe9vceK/T0F0u1fMK7rbjKstKSqVHjW+AiuCTkYyN380THAi9kKbYEuKtCRMUADY//bq/nei8JYUgDqZpFD0OuZmg0aBZXCRq+U2I01kux3AMoAvA/hXAO4B8Gt5FmoUjVqT3T3GFG+GXPRb6eT0sf2KXPA0gi5RMKk4BCfib71aVMXETR3j//itJEWP7h4FfzfcTBD3oYwv/fCdSc2J2Bs0tlB4ha10TCUpZL+rSVlw/ufekgZtpb7SzO4RiMhHAHxEVZfzL9Jo6rUGKyZDmD00g0at2TV4ZvR/0YVxdBo8K0psRSGG5OjnbYIL8VdV0WyWrKKVsfhPU88WFNEMR0X/jpXud7PIcwwX37qyfd45cSH2AkDQ3ASUMyulIoBMXQL1tjrfs/aJo4bxo7CviGY6UPLy3LF8xn84wHwMURe7ewD8rg6pZ0sKCf2GiKwA+AqAJ0VkWUSsmzs6CAJsru2YLoZTvObBL0q7L7QCRdf0ylZRLqpfuRbegz0bTracKZBL8dfkrECuiMc33/M7xgLaX6nAAsV36+h3sWepC627uvfeleynNnMuxV4NPAS7p0wXwyECDWoHlmo0poeRr0aGJ63FJCgG6f8u2lFGU4L2sUbp9Ovu8XaEIxt/o6perqrHAXwTgG8RkZ8vonBpnHlqEedPLZkuhlskuR/yfkW66Ct57laUe75XRY6b6eBbV7akVA7eDsvjr+/7WFvaxObqtumiWK8jSeEnDzJqKt1Yuq8ix6QYiPG3r7fD8tgLAPXF+9BY+oTpYjgiFhSSxkyIt6QokmpHkiJ+Au/uyXyR3T3ci2MasNXpMPolKX4MwBtV9ZnWAlV9GsCPRI8Z1+rbzquyQ+r1dhl8G52sNFlQZFdH5nc3KVUY6+Ov7wXY2dozXQw3dMW3pHjXHrut6HqyDYFsFP1mwSvgNbWn8XaQk7+3xbE+9rp63JkzIHNpKknRo7uH9QmKIacgzaUIhQ3QmTGOSTGUfkmKGVVd6V4Y9c2bya9I6WnZBvwqSo94vT9wZoFliZQt0VTUexj4bvZvs72SLCK3iMiTIjIvIrcnPP7DIvJI9PcZEXlJxkWwP/6aLoBDBh7ukmalnJTtgyzoAlvgB85OKWdz+GXsHUzLNtiicdrxX6H7dfCkVWP/GhPUze5/VByTYij9khT90lRWpLBcvYpszKBkMltSDKX/eBDFvJ7Ad+99A+xOSonIFID3AHgtgJsAvFFEbupa7RkA36GqLwbwHwDcmXExrI+/lN6g+NYZmov/brgYf3sqKHGgqhAHsxRiMiE2AGNvSk5OW2nQwK+pma7O4S7Dk9bluWPF73tkxU5tl/TeqLMn+zxvHUa/2T1eIiJbCcsFwKGcyjMUm090bNQetLjviGN9V8hNqSrJBQocfd8s/7xvBjAfNfGFiNwF4FYAj7dWUNXPxNb/HIBrMi6D9fGXsmWqu0drn2WaxbCIt9DyGNZH8TPIDIGxNwW2pBiWvVfo3D3ZNszV983VchvSM0mhqlNFFoSK0H9uJaOVZCacRmJxZbMvy8t9NYAzsftnEQ6c1stPAviLLAvA+Fsug4/3Que9OyAsn2tZij6DFhcQX9pvmdWhLJnF4Zexl3LU68A3NSYFcu3uUdyUpDFFBRcHu8kAcLfchvRrSWE916pU1JuTrWL69H0uLE5bXNvsJ6tyHzomOPb89HXKpi8AcKWIPBhbfKeqxpsMJ4WWxAKLyKsRVpS/NXUhaOKkOd71wI1iiLgZR3qWuKjuHoGjA2dm+Hkfu2EKM1P9eg13OnRWAOB1IvKu2OJ4/GXspfz0HDTe4BU6uHhlvdjuHsm7cfNkP6uWM0+u7OCjXzmfev161c1Bzp1OUtCokoNIR8Wl4CtEvqMDQJrmbAsUs8VeUtVX9Hn8LIBrY/evAXDg10BEXgzgvQBeq6qr2RaRyiRV3bc9dlvRXw5B4AXAdHkuIBfxDgaqDrekMFroe1T1F3o8xthLE0X9mukiDK9Pv/GiIouz3WQcTa6Ykj4FTu5Le4WpoNHR43zPvS9u/7eomCnwvKabgdryK7cPALhRRG4QkVkAtwG4O76CiFwH4MMAflRV/95AGcklw2QpiiaOJol7XhXt81iGGvWm1f0m+rE4/jL2Uo56nVjHx2MruI22n90sFVkMvpluG+lbUuQxIKhqAPjVzLdbCCYphsKWFBNo0LiZiuKvEFlcaeop6De7TAEvx/cDA1dds2Hz562qnoi8DcC9AKYAvE9VHxORt0SP3wHg1wFcDuD3JRxx0FPVl5sqM9ktzeGu8XpykdTu72OSweXN//U0ag1XcxTWlpuxl/KRduDM4q/QqYsnrdpvdpkiKr81ONuMzckym8MkxSTqOd6Y6YHb3NJs9A7UhTQ39gIIxMlEhe2ft6reA+CermV3xG7/FICfKrpc5KaB31HDAyy5NiaQDS3IXGz912Jz/GXspeyZT2r2ln0sG7f1wqABN4PmTu8nF/BWatAApOJkqwQnk1IGsbsH7TOXTLb30k4fpseDCILA+MnNqBinaaKkqSMbGpNCVa0+aU2iqpBK7+BXxMtxLbHTpuZ/u4jsEh84s+BKlWOxFwD6T6NZRFdnr5D95MLVsTQMYZKCkhmI065VlIN+5S3gpawtbzpb2XTtsyYaVb+T6f2VYskJA1+Nvl3XLGR6Zg0NFF7TM1eAMSg0THATTYy03T2AwgOLiyethq8yeRuPu/m+Ae6W2xAmKaitVUkOgsBIBdC1E9f+CYLsX0v3FU8bmjyPyrXPmihX8ZYUBr4bvu/W91FbM2v0XiPz/cU/l74Jatupw61AiEYyaMCfcHl4hb5oavykf2hFt6RQv/N3se+YGJZjkmIoTFJMkpTd8sK+tsVWYkTEvat5BVZU93ZrOPPUIuq1ZuH7zksZXgNRJmQ/4poY68D33Ko4DUwSZBxazjy1iDNPLbbv7267Oed8i7IlBVFMlKTwawYSBhVI1wwf444p0W88iSyMM67CsK/Nr17AJac/AvV2xt63HVjvHUZuSQoROSQinxeRh0XkMRH5d9Hy4yLycRH5avT/ZbHnvENE5kXkSRH53rzKNrFSduFQQ0MxutYyoMiT7JWFdQD7JxO+YwmdJExS5IOx11Xmvg+eY0mKQd09snwnN9e2DyzbWDm4zCXO1/MtxvjrIJN1ERFUfNeSnsUFEG/zUQCARlOOql8rbN95cT/RUpw8W1LUAXynqr4EwEsB3CIirwBwO4D7VPVGAPdF9yEiNyGcE/tFAG5BOL3UVI7lmzyDLj61ArWJgTPFvZNWE8WtVcOMu9dwsz90m7g5XpQjGHttkvY4NzRwJuDelfUifyvq1Ub7tmut/Xpx7bfWMYy/zjE5ajyAYLj6XKs1Qt4tJnoycJIdNMILdeq5ltDpxsrvMHJLUmioNU/NTPSnAG4F8IFo+QcAvCG6fSuAu1S1rqrPAJgHcHNe5aPejHx9HBw4s19583olrdYmzabn7MweQDTDtWOftysYey2TugVb943iuPZVVC2uvV9r/AYRabdgE4djLwAOnJkjxl+HGQqEktFJf2FJi77lPfgejtt9BQAQtaBQbxdOV34BFNkSxXW5jkkhIlMi8hCAJQAfV9W/A3CVqi4AQPT/ldHqVwM4E3v62WhZ9zbfLCIPisiDq5u7eRZ/4rTjs6FA7dxMFQbep9aVvGbDc7xrm7j3eTskj9gbbbcdf9cYf7NlMFPgWsKwyNk9Zuam27cDP4DvB84ldbq59nm7Ju+6L2PvkAaOYTNoYM2cOTeYoonWfmGLNvV3jew/O+Lg521OrkkKVfVV9aUArgFws4h8fZ/Vk1JjB45EVb1TVV+uqi+//NIjGZWUQia/+Opcxa+o8i4vrrdvt67qNeuOd/cAK8p5yiP2Rtttx9/jjL/ppDzMjX4bHPsu9i9udq+lVm1gdyvsCw0JWyB4TQ/ieFMKxz5u5+Rd92Xszdb+9M8mvhgKGfOkNamlQl6tKsJ62+gDAg1Trsb6w/t3oi4x2nQ8QSfCQYGGUMjsHqq6AeB+hP3tLojISQCI/l+KVjsL4NrY064BcL6I8lEnE3Fa1fFp3XJU3dkfKMj3wqmYXBvo7gAHxyBxEWOvBdKczxrqCt3evWNfxaIGHovHXg0Uezs15wZ4TsLYWwzGX1dEs3sY6WsHQH1z40sMrbj3SOsr+7f9vbCbX8CBMydJnrN7nBCRY9HtwwC+G8BXANwN4E3Ram8C8NHo9t0AbhORORG5AcCNAD6fV/kmU//gsl9vMVOBcWkavIGVvISHa9U6Ts8vjL1v3/Odeq96YT05H4y9lkl9nKuxk0dVc/sexcCiJjx+en4Ba0ubw+2oK8HkeT6ajaZT71USdrXLD+Ovg9qDxps4eQwOTEFqg57jSGiAYceEmN47j/rifWOXCUEdCJrjb8c4JinSmh68yshOAvhANEpxBcAHVfVjIvJZAB8UkZ8EcBrAPwMAVX1MRD4I4HEAHoC3qrLjTpbSVuxMVcBcOvEe5i3yPR/bW3uYm5sZe78igmbDC1uMuV7PdP4FWIux1yJp46nRr4OE4y1MTbsxqcAwv1Hbm7uYOzQLAPD98Q7rVvx1netJFssx/lonbVbTzPei4tSMFekzxOrXMLv5FQTTF42/W5lC4O0AUnF/TAe2pEgttySFqj4C4GUJy1cBfFeP57wTwDvzKhMNEjV5M1R/CVy6ujPEm1SvNbC1toMTJ49nsFvF8sI6pOJ+loLde/LB2Osqc+PyCASBKtxIUQzXEmB9eQtHjh7OZL+1vTqmZ1x5l3pjkiI/jL/2UeiAa/8mx6QARO1rHdCz+0m7JcXg92rT38Phjcewd0UGk9WoD2/9YaAMs/O6nmQpUCFjUpAbDPf2gDo0LZqqDj8LkttjrWVL2eSYKC6sHxuc4cOh7+Og6Z+7+5aPfFKe8DSOSUFUNmZbUohTXRiGqafnUOktQejimBTpMUlB+1rJZENRwKWWFGGOIm0Azj5Qu3RCkcytPvBE+VKzg2eKWzGlqNhx4LewJIlmlz5ronEN/Nq2vw6GTh4Dd7qQhRfoTAZC95PEbEmRHpMUFNPq7sEkxSCD3yPF+WeXsHR+rb2kJPXbTChbUhC1ta7+j9RCK6MCBK61ZOvD9/zkQYqHDDmV7sp4SUIW88NEcSYHzrSnJUXPwTLjUrxH9aVPobnxaCyZsR9HU+2jzMLKr+lSOINJCmpTDWegYHePwdIkcrymj0atMfZJx9R0Ob+mLiWliHKl4dgJCnPJTKeSFP2KqrHB+rVznKVhI87M3AzE6FXDfLAVG1GMeggam+aSFDmOSZF9UmDQe6RA0IA2tzD2r1ll/MHm7aNQdafljGnlPPuhkYgIfC8wdoXbpZPWQVc82z0cFVhfHnLau14bKxmXToqI8jY1XYnOpos/KVZV+L47gWb4GVPceW1FYaKCKCJT0KBhrKuzONTdI20iRzXAodUHx9zXeE+3kzrVvcc0JikoRqGBwjM4FagrJ65p63eqCt8b7zWVMk4jnPKQiEIaKILA3Fgtbk0B3f89aj3e+j0ZPfFe1ujr1kUBotypB/hVY/tWDdzoCpG6tUmQQbq9nDFKLeneMwwROS4iHxeRr0b/X9ZjvVtE5EkRmReR22PL/5OIfEVEHhGRPxORY2n2yyQFtWnUL7lRN/MFarXkcMHAE4lyxtZM+UxSELWpKlYvbBjbf7PpztWdQfF3Z3MPAMLudhj9hLysjQ1ExKnulUS5UgXUh3q7ZvYvU4BfN7PvIemgQR9bj8dPxBO6zLUSMk4kZrKmDdMlGMXtAO5T1RsB3Bfd7yAiUwDeA+C1AG4C8EYRuSl6+OMAvl5VXwzg7wG8I81OmaSgDmabgCrqVTe+vIEfDJ2IYPPaTmxJQbQvHDTd3PgHDUdiL5A+6bCyuAGAsTcJk8RELTr45DtnQXOjfftEfaPnesYFTQxb+b2kaSj5Yyn13fmtjbkVwAei2x8A8IaEdW4GMK+qT6tqA8Bd0fOgqn+l+4NxfA7ANWl2yiQFdVBVVCpmDgtVGO1qMowgCIbuvzhyPbmk9WtWkok6XXzpRcYSFS41/x+2+8Z4r82d9yU1YZKYaF8044JMG9p9AA0aHckJW1sYqHrDV2Y5m0WnwFiS4qSIPBj7e/MQz71KVRcAIPr/yoR1rgZwJnb/bLSs208A+Is0OzX0jSRbhZU5c5WyIFCcnl/AyeedwMxM8Yfn6fkFHDl6GJdfdazvehro0G/T+sqoA2iWsJKMbCrJ08cO4fDzE7vGJa/vu5EEo8mkhuPv2tIm6rUGTl53ovB916p1LJ1bw3UvPNl3PdXhx+1oj7cxdOV6uNWdkcFYSQBw+PnHMDM1lXr96UcOjb1PojyELSkMDZwJhQYe6ov3Qa75vvby5bljY7WqOFHfSJ3sqC/eh7mjL0T9+Ev6rqcjtKTwdp7uuN9dpt6vs5wBWDNIUsyv+qg/mX47fr0BAAuq+upe64jI/wLwnISHfjXlbpKusHR8iCLyqwA8AH+cZoNsSUEdVE2NbxxqVSb3tosbwOj0/AJqe/v9AdNc4R+lFYBLVyqLwCbYRJ2Mxl8JEwXNRnFjU6wtb+L0/AKA9ElLho3xtcafIqKIBjB6UhwN2jmze7qwXdYX70PQ3Grfr/i1wUmRUQZ97OpKE9+H1V1b8mJpyxJV/W5V/fqEv48CuCAiJwEg+n8pYRNnAVwbu38NgPOtOyLyJgDfD+CHNeUJAJMU1MHU9KMt9Wigs821nUL3q6rtynmaxtajtAIY5b31ml6pkxtMVBCFRKJEpqGvhIi0Y02jVszgyfGESGv8iEE0CJLGYcvF2vJmaZMiZf5dIRqa+kZzFEFjHQBwaP3Lxe5Yg3aiQiXFKaGO8NswQsuBoLl9ILlRHnYmKQa4G8CbottvAvDRhHUeAHCjiNwgIrMAboueBxG5BcC/AfB6Vd1Lu1MmKajD3k7NaKKidfI/NZ2+CWkmRLBwejm6PXj1ccZTGO7E3NxAekVgRZkopApsrRebnO3Wir+FJQ+j/Qwz/WkYe0eLi4w2+zgmBdG+oHoeRk8eoxN5f+ZosfuVCpqrD0R3Bp8SOjroo3U0cC4B8y4ArxGRrwJ4TXQfIvJcEbkHAKKBMd8G4F4ATwD4oKo+Fj3/9wAcBfBxEXlIRO5Is1OOSUFWKupKWasyLh3LBj8vVQVPMFateHlhDdVdN6alGoVUBE1D090SUZcoVrVbdBSxS+3YdbRM+w4eGgTB2LF1cLkUZ55azG8HFjA11TgR9dM79rXGbujuIjFKlwlN7HKQIqimakkxXoBurH0RGrUsKSWZgnpmL0gMS1VXAXxXwvLzAF4Xu38PgHsS1nvhKPtlSwqySxSfTV5hT3NVL806MmYriDInKFrY3YPIDqoaxV/pUYHNcd+xeO81+4+J4XvDT/+8v6N0qxU5LocpbMVGZJPwdEyC3rEn0/EbWjE+VgereIOnCk3VkiJNt5F++yhzggIAICXuypItJinILq0rawWfvKqiffWu2fD67j/wg3TdPXrkKNK+tMK7vBRMA8XyQtl/jIgcouE/RZ/AxuPt3k7/5Gx1t5b778OgREkZlH28IyK3tJIGRcee/brsdH2l75rq10cbk6L1/LRxuzI78j6coB6a618yXQonMElBVip6XAyFYnZuZv9+n917TR9SSdFKouc2Br+2IAiG6qdNRJQF1QLHK5DWPrUdUzfXtvs+xWvmHxdr1cnod82WbK4q91hVk0yKvsKuCpk+GrurPVtsqF8FJMXFs5RxJWl6VA2ao80gQqXEJAVZq5CrWa1YqopGfb9iqgnTs9X26tha30F1r5au696AlU7PL2B7I7l5XbPupUuEOO7wkTnTRSCiLkWNV9CKcINarwHAyuI6PM9HszHGlbwoJm+ubbenPk3SqJU/SSEixmfzIqIuGkD9WhE7Cv/VAOrFEsMJSRK/vgJv9wyC+mrKBESvdcIESH3xPszsPJu8RnN77O4iLqgcusp0EZzAgTPJSiKCZsPD9Ey+h2gsR9ERe30/ONDdYnN9B/VhrrD1jtNtveaqbzSa6fuFOGxSrlgSuaRZL6jJcdTFbm1ps+9qqoq9nRr2drKpvPfr5hBORz0JrdgUeztV04UgojiZgnqpZ2gcX3f3kqABVDrr3f72052JjMEbHbxKj9YSgbezP15GiQWNNdNFcEL501XkJFUt6GpeGEy7kwXV3YOV4aESFGNq1puTkKPglTwiCzW9wS0b8tS973bsLaBxWeAHA1vBlYEqsLE6zIkHEeVOAwTNIr6XrQHgvNiSCvz66sE1h0pQpNgneodybW4hVZLDdezSkgqTFGStRlFX8wCsL2913Pe9g5ncSkbdLzqn20tep1lAv2sioiQCpBscOIP9AECl0lkV6U5SNJte2Ogio7prv0jue8HYMzMREY1CEED9wbNsxCWN7TBQFGO9rSe79p3QuirNOBSp9pl8Jz4GRuL+aWIxSUHWqu7W8r/SHtu8xOqlO1udze00yHLE+8Hb4aCZRGSKajgGRO6ioNvdkm1jpfPKXThmRZb77f2Q5/scl5CIjAmqC8V2942NARHsnel4SINmht0vtMft2NI0U5zSxGCSgqzWa8yGrHSGyc6aaTxB4vt+e4rSbHd6MFD7nl/ICPZERD0ZbHHbPWhw9vGwdyyv7hSQHCci6meMqT7jes3U0Rngu+q+sQSJBo18BrJMmEVE/ToQFDFoKLmCA2eStUQEQRBgChk1NRsgHphFwgTJVCXc9/lnl7PbT+z23nYNM7MzOHL0MABg4fQymo2i58kmIupUmcr/GkavVEE8Oe17Pmp79Wz3G+14ZXEdl191DCKCRr2JxTMrme6HiGh4UxC/Ca3MFrO7jpYSEs7wIeHpYXPlc1nuqH1rZvc0fFQwdegEAKC+9LdRgiLDfn3kPCYpyF4S9oueyXMfPZrUqQLnTi3hkmNHcPjiQ9nuMgiwtrwDAPA8H6sXNrB6YQMnrzvBBAURWSEoYkyKHuP87G5VsbtVxZVXH8fSuQxHQdcw6bG5FsbfcMaQRQDAiZPHs9sPEdGoBJCgDsWRVKv3bi2RVmc3jMbSJzB15AZU5i4bc7tdewkCeNtPAACmmlvwNh6BB2D2xLfGWlAwQUH7mKQge6kmDmBZpK2NXWxtDDeI0SALp5Ov1nmej8pUpZCTAyKifnzffJezTBMUABr1Js6dWkp8zIbXS0QEABW/hlxrggPGvPB3n4G/+0ymu2yufDq5KP5e2HKjezpUmngck4Kslvc0eIrOATNNqu/VmaAgIisUMS6DTdMsFznFNBFRX1pA0jSrWTvGFNTXMhyck8qESQqylmoxFWVbVPfq2Q3OSUQ0hmISCPbE93qNSQoisoAqJAhbFfSaXnSkaUc7dzLm87MT1FftuVpIVmGSgqy2vrKV7w4UsGW+OY5HQUS2UFVUdydjpHUR4YxKRGSJAIfXvpjrHuxJUQDqbQ9eiSYSkxQ04WwK1fl3byEiSqtRz2YavF5sCXeMu0Q0WSyLeezuQQmYpCCrsQUYEVHxRIDpGTv6LBMRTRKV4ea1G777h2VJCuvKQzZgkoLslnOWghfQKImI3CIiT4rIvIjcnvD4PxCRz4pIXUR+yUQZifLG+EhFY+wlAjTvK3SM7eQATkFKdithIBURNi+2mIhMAXgPgNcAOAvgARG5W1Ufj622BuBnAbyh+BIS5U9RRDeI4uMg46+9GHuJQlLC2BteF2e3DkqPLSnIaqqae7/oomkZMy/lcjOAeVV9WlUbAO4CcGt8BVVdUtUHAJTr4CRqUWB9Od+Bi43kCtiF0GaMvUQARJsQb9d0MTLGui8Nh0kKsl6Q6zSkBoIm47TtrgZwJnb/bLSMiIjyw9hLFGlNQ0o0qdjdg+wmQJ5n9UVfyZOKQHNNukyWqWMXY/YFJ1OvL54PAFeKyIOxxXeq6p3x1RKeyg+NJk4pB87kNzkzs88/iZnp9MfI1LGLAeB1IvKu2OJ4/GXsJQKgqACablrk4QfNDPdQJJVpiDLpkpX1BUHzC+ljb9B087ecSQqymojk3JKCJtCSqr6iz+NnAVwbu38NgPP5FoloAjG0T6J7VPUXejzG2EsEQKUCCQ72aBotIZG0AwZfsh+7e5DdFAj8nAfaYR9l6vQAgBtF5AYRmQVwG4C7DZeJqHB5J4g5Pg91YewlikjQMF2EzDDS0yjYkoKspqq5JilUtdjoyey19VTVE5G3AbgXwBSA96nqYyLylujxO0TkOQAeBHAJgEBE3g7gJlXNd6RBogIFQc4JYhNDAjEGW4uxlygkGkD8eo57KDYOCtMUNAImKch6G6vbOHrsCCSveaMFhcVr1o/doKr3ALina9kdsduLCJsiE5WXAuvLm7jsxKWmS0ITgrGXCAACHF5/GM2jL8hp+wUnKVKOr0EUx+4e5ASv6eP0/AK8ZsaBTsF2aEREPWxv7mFlcR2LZ1Yy3zZbNRARHdS6JCf+HuqL90Gz7vqhCvZ1JtuxJQU5YW+nCgBQDRC2As2GAoW2pCAics3eTs10EYiIJs7MbjQjb+B3XFY+Ud8Yc8vFXqFjSoRGwZYU5IRmI5y6KAgUqoq9nVo2V+GKHpOCiMhBUgmrmI16sx2PiYgoP1ONcKgVVR+qAab2FgyXiKg4TFKQE1rdPFQVvhdgZXEdflYDajK9S0TUX5TMXTyzgoXTy9lskt09iIh6Em83vKE+1K/iyPJnEgfUHLZlBWMvuYBJCnKC1wyv3Gmg2N4Mg3azPv7VPIZpIqJ0WrN95DaIMRERtVW87fCG+tiph8nhSjOLiWxY+yX7MUlBTgiCMKD6foDtjTBJUd3LoJ80u3sQEfXU6uahqqju1tq3WzF5HLyYR0TUWyVoAgBUm5jbfgoAMF29MNQ2lueOJSxl8CX7MUlBTllb2kQlqjTX9safQ3o3GpCTiIgOijcLrlUbEAlbUtRr44027zU9+B6npSMiGsTbeBQq4VwH09XFsbfnVxdRZKKCbe9oFExSkHNaV/C8pt9uVTGqve2MBuAkIiqjWHjc3aqGjc9UsXx+bazNbq7tjFkwIqLJIRp2cZ5qbkZJhtFpfRnQjMZ1I8oJkxTktPWVLXi8GkdEVLi1pU3TRSAimjje5mPQhAE0icqESQpyXhbdPoiIaDg7W3umi0BEVFr92vkGze3CykFkApMU5DQRwdQUD2MioqJNT0+N/Fx2syMi6q/3WA4ViLDuS+XGI5ycl8Uo80RENBwdY+A15iiIiEYkAlV2daZyY5KCnKaqWL2wwatyREQF870A25ujDV7MmE1ENCL14W08wjhKpZZ7kkJEpkTkSyLysej+cRH5uIh8Nfr/sti67xCReRF5UkS+N++yUTmIAI1603QxiKzC2EtF2NsebRpnVq6pzBh/KX8C9cab4Y7IZkW0pPg5AE/E7t8O4D5VvRHAfdF9iMhNAG4D8CIAtwD4fREZvcMrTQxVoFZtmC4GkW0Yeyl3jXpztIQDkxRUboy/lDOBNjdMF4IoN7kmKUTkGgDfB+C9scW3AvhAdPsDAN4QW36XqtZV9RkA8wBuzrN8VB51zvBB1MbYS0XymsP3jZ47PJdDSYjMY/ylYgQI6mumC0GUm7xbUrwbwC8DCGLLrlLVBQCI/r8yWn41gDOx9c5GyzqIyJtF5EEReXB1xL6wVD61WmO0q3m9h04mctm7kXHsBTrj7xrjLyFsEFHdrQ39vEqFwZdK693Ise67trmTS6HJPUFjja3SqLRyS1KIyPcDWFLVL6R9SsKyA988Vb1TVV+uqi+//NIjY5WRykMg8LwRRjpmbKeSySv2Ap3x9zjjL0XqI4wJxHo1lVERdd/jl148VhmpRFQh/uAk8fLcsdhTGHzJDXm2pPgWAK8XkVMA7gLwnSLy3wBcEJGTABD9vxStfxbAtbHnXwPgfI7loxJRKFYXh5vlg4NtUkkx9lKhqjs1NBvDxdNRZwUhshzjLxXq8MoDQ60fNDZzKgmVVb+Bf7vWuyUaAHheRG5PePyXRERF5Io0+80tSaGq71DVa1T1eoSDAv21qv4IgLsBvCla7U0APhrdvhvAbSIyJyI3ALgRwOfzKh+VjIZJh2bDS/2UxTMrORaIyAzGXjJh+fx66nWbjSYCPxi8IpFjGH+pWAGm68tQby/1M7z1tI18iNoSB/6Niwb8fQ+A1wK4CcAbo4GBW49fC+A1AE6n3WkRs3t0exeA14jIVxEW9l0AoKqPAfgggMcB/CWAt6rqCO33aZKtLW2mak3hNdMnM4hKgrGXcuN5Puq1dLMsLZxmgpgmDuMv5UJRQXPzicErAgiaHM+ERtJr4N+4mwHMq+rTqtpA2JLs1tjj/xfCsXpSN3mfHqmoQ1LV+wHcH91eBfBdPdZ7J4B3FlEmKqdGvYmVxQ1c8ZxjEOk9MNuFcxwRmcqPsZeKdOHsKk5edwIzs72rFuwPTZOC8ZeKIAigzQ00Nx7H9KVf17fu21xlI50JdlJEHozdv1NV70z53I6Bf0XkyoR1kgYB/iYAEJHXAzinqg/3Oz67FZKkICpSba+G7Y1dXHJZ8uBSqgp/lEE2yTpy2aWYfuH1qddXtqAhytWFs6t47vUnUKkkN9RcX94quESUl+kXPA/TM+mrkXLZpTmWhmiyBbUL8GeOYvrItYmPqwbgaPHlMLfyOI5+5UOp1w/8BlaABVV9da91ROR/AXhOwkO/mnI3iYMAi8hF0Ta+J+V22pikoNJRBTbWtiEVwcWXXAQAEBF4TQ++H6C2VzdcQiKicgo0wNK5NVxx8jJMT0+1W07Uqg3Mzk5jZyt932kiIkorgL89D8gUpg6fBKAQqUCaO5CgCW/7KdMFJIup6nf3ekxELojIyagVRXzg37hegwC/AMANAFqtKK4B8EURuVlVF/uViUkKKicNr9g16k3sblVNl4aIaDJEgxifP7WEI0cPY3e7ikpFEAS8gkdElK8A/tYT0OYWguo5AMDR9iNEI2sN/PsudA78G/cAgBujAYDPIRw4+F9E4+60u4dEMx+9XFUHDk5lYuBMosLsblUxRPcnIiLKgIhgdztMEDNBQURUnDBBUQEgUFTYyYPGlTjwr4g8V0TuAQBV9QC8DcC9AJ4A8MEoQTEytqSg0uM4bURExeIAmUREJoVtJ4QpChpTr4F/VfU8gNfF7t8D4J4B27o+7X7ZkoKIiIiIiIiIrMAkBRERERERERFZgUkKIiIiIiIiIrICkxREREREREREZAUmKYiIiIiIiIjICkxSEBEREREREZEVmKQgIiIiIiIiIiswSUFEREREREREVmCSgoiIiIiIiIiswCQFEREREREREVmBSQoiIiIiIiIisgKTFERERERERERkBSYpiIiIiIiIiMgKTFIQERERERERkRWYpCAiIiIiIiIiKziepBDTBSAiIiIiKoSw6ktEE8DxJAURERERERERlQWTFEREXUTkFhF5UkTmReT2hMdFRH43evwREfkGE+UkIioTxl4iIgKYpCAi6iAiUwDeA+C1AG4C8EYRualrtdcCuDH6ezOAPyi0kEREJcPYS0RELdOmCzAOhQKVKdPFIKJRaWC6BEluBjCvqk8DgIjcBeBWAI/H1rkVwB+pqgL4nIgcE5GTqrpQfHENYvwlclfgmy5BN8beFFRZ9yVymp11X+s4naSYOXwpLv+a7zRdDCIyo7a2vjPUE1Y3dgCgNmC1qwGcid0/C+CbUqxzNYCJqShPH7qE8ZfIYVOHjwJ4x6hPr61u7OA5J46lfkIUr/vFX8beFGYOse5LNMFqvlcf6gm+XwMG132t43SSojJzGJc87x+ZLgYRmfHZh//+HJYaiudcdVmqJ7z7P38EAOZF5MHY4jtV9c7Y/aSx07Xrfpp1Sm1q9iLGX6LJ9d53/8n93/Fbv/HjqVZevLCOR756HgBeJCLvjj0Uj7+MvSlUZln3JZpg9+9tn8L2ymWoTM2mesLWxpMA8Ie5lioHHJOCiJykqv4v/cw/wW/9lz9Ltf7S8gb++pOPAMC/UtWXx/7u7Fr1LIBrY/evAXB+hHWIiMrqrvs+8QiWljdSrfxb/+XP8Es/8wao6v/dJ/4y9hIR9aGq3kUXX4vdndOp1vf9Gpr1LQD4SJ7lygOTFETkrDf+1G9Pf+ozj2HxwvrAdX/7PR/Bz//0rVDVQR2xHwBwo4jcICKzAG4DcHfXOncD+LFopPlXANicpD7RRDTZVNX7+Z9+PX77PR8ZuO7ihXV8+rOP47af/O1BAykw9hIRDbC1/sRMvbaKwG8MXHd3+1kcueR5UHVvIAwmKYjIWWlbU7RaUfzoW/6vgV3cVNUD8DYA9wJ4AsAHVfUxEXmLiLwlWu0eAE8DmEfYhO5fj/M6iIhc82M//e6ZNK0pYq0o+laSGXuJiAZL25qi1YpiY/XLTo60yyQFETktTWuKIVpRAABU9R5V/RpVfYGqvjNadoeq3hHdVlV9a/T4P1TVB/tvkYioXNK0phiiFUVrm4y9REQDpGlN4XIrCoBJCiJy3KDWFMO0oiAiovQGtaZI24qCiIjSG9SawvVWFACTFERUAv1aUwzbioKIiNLp15pi2FYURESUXr/WFK63ogCYpCCiEujVmoKtKIiI8tWrNQVbURAR5adXa4oytKIAmKQgopJIak3BVhRERPlKak3BVhRERPlLak1RhlYUAJMURFQS3a0p2IqCiKgY3a0p2IqCiCh/3a0pytKKAmCSgohKJN6agq0oiIiKEW9NwVYURETFibemKEsrCoBJCiIqkVZril/+t+9nKwoiogK1WlP88r99P1tREBEVpNWaYmtzvjStKAAmKYioZN74U789/fBjp9iKgoioQK3WFA8/doqtKIiICrS1/sRMs7FZmlYUACCqaroMIxORbQBPmi4HgCsArJguBOwohw1lAOwohw1lAOwoR78yPE9VTxRZGBqfJfHXhmMbYDlsKwNgRzlsKAPA+FsqlsRewI7j24YyACyHbWUA7CgHY+8YXG8K/aSqvtx0IUTkQZbDnjLYUg4bymBLOWwoA2XOePy15bhiOewqgy3lsKEMNpWDMmM89gJ2HFc2lIHlsK8MtpTDhjK4jN09iIiIiIiIiMgKTFIQERERERERkRVcT1LcaboAEZZjnw1lAOwohw1lAOwohw1loGzZ8JnaUAaA5YizoQyAHeWwoQyAPeWgbNjyedpQDhvKALAccTaUAbCjHDaUwVlOD5xJREREREREROXheksKIiIiIiIiIioJJimIiIiIiIiIyArOJilE5BYReVJE5kXk9hz38z4RWRKRR2PLjovIx0Xkq9H/l8Uee0dUpidF5HszLMe1IvI3IvKEiDwmIj9XdFlE5JCIfF5EHo7K8O+KLkNXeaZE5Esi8jFT5RCRUyLyZRF5SEQeNFEOETkmIh8Ska9Ex8crDZTha6P3oPW3JSJvN3VsUH6Kir3RvozHXxtib7RNa+IvY29HOYzGX8beyVJU/LUh9kbbNR5/bYq90baNxl/G3o4yMP7mSVWd+wMwBeApAM8HMAvgYQA35bSvbwfwDQAejS37LQC3R7dvB/Cb0e2borLMAbghKuNURuU4CeAbottHAfx9tL/CygJAAFwc3Z4B8HcAXmHi/Yi2/wsA/gTAxwx+LqcAXNG1rNByAPgAgJ+Kbs8COGbqM4n2MQVgEcDzTJaDf9n/ocDYG+3PePyFBbE32q418ReMvfF9WhN/wdhb6j+w7su6r5qPv2Ds7ff9ZPzN8j01XYARD4RXArg3dv8dAN6R4/6uR2egfhLAyej2SQBPJpUDwL0AXplTmT4K4DWmygLgIgBfBPBNJsoA4BoA9wH4zligNlGOpGBdWDkAXALgGUSD4NpwjAL4HgB/a7oc/Mv+r+jYG+3DqvhrOvZG2zQWfxl7O/ZnVfxl7C33X9Hx17bYG22bdV/D8Zext2eZGH8z/nO1u8fVAM7E7p+NlhXlKlVdAIDo/yuLLJeIXA/gZQizuYWWJWpm9hCAJQAfV9XCyxB5N4BfBhDElpkohwL4KxH5goi82UA5ng9gGcD/EzX/e6+IHCm4DN1uA/Dfo9tGvyuUORs+N2PHlMnYG+3fhvj7bjD2ttgWfxl7y830Z8e6L+u+AGNvL4y/GXM1SSEJy7TwUhyUe7lE5GIAfwrg7aq6VXRZVNVX1ZcizObeLCJfX3QZROT7ASyp6hfSPiWPckS+RVW/AcBrAbxVRL694HJMI2yS+Qeq+jIAuwiblhVZhv2Ni8wCeD2A/zlo1TzLQbmx+XPL+9g2GnsB8/GXsfcAa+IvY+9EsPWzY923gDJYFH8Ze7s3zvibC1eTFGcBXBu7fw2A8wXu/4KInASA6P+lIsolIjMIg/Qfq+qHTZZFVTcA3A/gFgNl+BYArxeRUwDuAvCdIvLfDJQDqno++n8JwJ8BuLngcpwFcDbK6gPAhxAGbiPHBcIfrS+q6oXovqlyUD5s+NwKP6Zsir2A0fjL2NvJpvjL2Ft+pj871n1Z92XsTcb4mwNXkxQPALhRRG6Isle3Abi7wP3fDeBN0e03Iewj11p+m4jMicgNAG4E8PksdigiAuC/AnhCVX/HRFlE5ISIHItuHwbw3QC+UmQZAEBV36Gq16jq9Qg/+79W1R8puhwickREjrZuI+yP9miR5VDVRQBnRORro0XfBeDxIsvQ5Y3Yb+7W2p+JclA+TMdeoPjvufHYG5XDePxl7O1kWfxl7C0/0/GXdd8Jr/sy9vbE+JsHEwNhZPEH4HUIR/l9CsCv5rif/w5gAUATYQbsJwFcjnDgmq9G/x+Prf+rUZmeBPDaDMvxrQibBD0C4KHo73VFlgXAiwF8KSrDowB+PVpe+PsR2/6rsD94UKHlQNgn7uHo77HWcWigHC8F8GD0uXwEwGWGjtGLAKwCuDS2zNixwb98/oqKvdG+jMdfG2JvtE2r4i9jb3u7xuMvY+/k/BUVf22IvdF2jcdf22JvtH0j8ZexN7EcjL85/Un0hhERERERERERGeVqdw8iIiIiIiIiKhkmKYiIiIiIiIjICkxSEBEREREREZEVmKQgIiIiIiIiIiswSUFEREREREREVmCSwgIi4ovIQyLymIg8LCK/ICKV6LGXi8jv9nnu9SLyL4orbToickpErshx+x2vW0R+XER+b8ht3C8iL8++dAf28yoR2RSRe2L3PzbG9v5YRNZE5AezKyXRZGL8HWn7jL+Mv0RjYewdafuMvYy9E4NJCjtUVfWlqvoiAK9BOAf0vwUAVX1QVX+2z3OvB2BdoC7A9XDrdX9KVV+XxYZU9YcB3J3FtoiI8XcE18Ot1834S2Qfxt7hXQ+3XjdjL42MSQrLqOoSgDcDeJuE2plHEfmOKOv8kIh8SUSOAngXgG+Llv18lGX9lIh8Mfr75ui5r4qypx8Ska9EGUmJHvtGEflMlMn+vIgcFZEpEflPIvKAiDwiIv8qqbwi8hER+UKUCX9zj3V+QUQejf7eHi27XkSeEJE/jJ77VyJyOFaeR0Tks1EZHk3YbMfrjpY9V0T+UkS+KiK/Fdv/H4jIg9F+/l1C+X5IRH4nuv1zIvJ0dPsFIvLp6PY/EpFPRK/1XhE5OURZe4qe/yUReb6I/IaIfCB6L06JyA+IyG+JyJej1zUzzLaJaDiMv4y/jL9ExWPsZexl7KUDVJV/hv8A7CQsWwdwFYBXAfhYtOzPAXxLdPtiANPxx6PlFwE4FN2+EcCD0e1XAdgEcA3C5NRnAXwrgFkATwP4xmi9S6LtvhnAr0XL5gA8COCGhHIej/4/DOBRAJdH908BuALAPwLwZQBHojI/BuBlCLPBHoCXRut/EMCPRLcfBfDN0e13AXg0Yb/dr/vHo9dxKYBDAJ4FcG1XGacA3A/gxdH9+wG8HMBzADwQLfsQgAcAXA3gTQD+DwAzAD4D4ES0zj8H8L4xyvoqAB8D8M0AvgDgumj5bwD4dLS/lwDYA/Da6LE/A/CG2DbeD+AHTR+7/OOf639g/AUYfwHGX/7xr9A/MPYCjL0AYy//evyxJYW9JGHZ3wL4HRH5WQDHVNVLWGcGwB+KyJcB/E8AN8Ue+7yqnlXVAMBDCIPl1wJYUNUHAEBVt6Ltfg+AHxORhwD8HYDLEQb+bj8rIg8D+ByAaxPW+VYAf6aqu6q6A+DDAL4teuwZVX0ouv0FANeLyDEAR1X1M9HyP0nYZy/3qeqmqtYAPA7gedHyHxKRLwL4EoAXofM9gaouArg4ys5fG+3z26Nyfgrhe/T1AD4evR+/BuCaMcv6dQDuBPCPVfV0bPlfqGoT4Y/bFIC/jJZ/GeHnRUT5Y/wNMf6GGH+JisHYG2LsDTH2TrBp0wWgg0Tk+QB8AEsIv9AAAFV9l4j8fwj77X1ORL474ek/D+ACwmxkBUAt9lg9dttH+PkLAE0qBoCfUdV7+5TzVQC+G8ArVXVPRO5HmMnt3k4v3eU5PGD9QQ68PhG5AcAvIcyWr4vI+xPKCITZ9X8J4EmEwfknALwSwC8CuA7AY6r6yvgTROSyMcq6EJXjZQDOd78GVQ1EpKmqrc8mAL+vRLlj/B0Z4y8RjYyxd2SMvVRKbElhGRE5AeAOAL8X+5K2HnuBqn5ZVX8TYRO0fwBgG8DR2GqXIswOBwB+FGFGsp+vIOzP9o3RPo6KyDSAewH8dKsvmIh8jYgc6XrupQDWoyD9DwC8ImH7nwTwBhG5KHr+P0EYCBOp6jqAbRFpbeu2Hqt2v+5eLgGwC2BTRK4C8Noe630SYUD/JMKs86sB1FV1E2HwPiEirwQAEZkRkRcNUdYkGwC+D8D/Hv3gEZFhjL+Mv0RUPMZexl6ibsxO2eFw1JRqBmFftf8XwO8krPd2EXk1wkzp4wD+AmGW0Yuanb0fwO8D+FMR+WcA/gZhkOpJVRsi8s8B/BcJB++pIswQvxdhE6sviogAWAbwhq6n/yWAt4jIIwiD2ecStv/FKIP7+WjRe1X1SyJyfZ9i/STCZnu7CPvObSas80jX617v8foeFpEvIewP+DTCZoNJPoWwudsnVdUXkTMIf8Ra79EPAvhdEbkU4ffm3dE205Q1kapeEJF/DOAvROQn0j6PiDLF+NuJ8ZeIisDY24mxlyhGuhKWRMaJyMVRHz6IyO0ATqrqzxkuVqI0ZY2yxb+kqt+f4X7fj3BAog9ltU0iIsbfVPt9Pxh/iShDjL2p9vt+MPZODHb3IBt9n4TTKz2KcACf/2i6QH2kKWsDwNeLyD1Z7FBE/hjAd6CzzyURURYYf/tg/CWinDD29sHYO3nYkoKIiIiIiIiIrMCWFERERERERERkBSYpiIiIiIiIiMgKTFIQERERERERkRWYpCAiIiIiIiIiKzBJQURERERERERW+P8BMq6K5LK4dsIAAAAASUVORK5CYII=\n", "text/plain": [ "<Figure size 1080x360 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = thalweg_plots(tracer, file, cmap, cdiff, vmax, vmin, dvmax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Dissolved Silicon" ] }, { "cell_type": "code", "execution_count": 69, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 1080x504 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tracer = 'silicon'\n", "file = 'ptrc'\n", "month = '10'\n", "cmap = cm.turbid\n", "cdiff = cm.balance\n", "vmax = 60\n", "vmin = 20\n", "dvmax = 10\n", "fig = surface_plots(tracer, file, month, cmap, cdiff, vmax, vmin, dvmax)" ] }, { "cell_type": "code", "execution_count": 70, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "70.7864824239477 70.78634460638838\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 720x360 with 2 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = profiles(tracer, file)" ] }, { "cell_type": "code", "execution_count": 71, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 1080x360 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = thalweg_plots(tracer, file, cmap, cdiff, vmax, vmin, dvmax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## DIC" ] }, { "cell_type": "code", "execution_count": 72, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 1080x504 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tracer = 'dissolved_inorganic_carbon'\n", "file = 'carp'\n", "month = '11'\n", "cmap = 'cividis_r'\n", "cdiff = cm.balance\n", "vmax = 2200\n", "vmin = 1800\n", "dvmax = 100\n", "fig = surface_plots(tracer, file, month, cmap, cdiff, vmax, vmin, dvmax)" ] }, { "cell_type": "code", "execution_count": 73, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2158.6171481949586 2158.624136929648\n" ] }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAlYAAAEvCAYAAACHYI+LAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Il7ecAAAACXBIWXMAAAsTAAALEwEAmpwYAABIzElEQVR4nO3deXxU1f3/8deZJTOTlSyEfRcUEUU2FUFRFFRUqFbrikur1vptUWmttv3V+u3Xfm3V2vJ1K61txaVqVSqKuKBSXLCIu4AKqEDYCUvIPsv5/XEnECDLkO1mMu/n4zGPmbn3zuRzJ8nNO+eee46x1iIiIiIizedxuwARERGRjkLBSkRERKSFKFiJiIiItBAFKxEREZEWomAlIiIi0kIUrERERERaiM/tAgAKCgps37593S5DRNrQ+++/v81a29ntOlqCjmEiqaWh41e7CFZ9+/Zl6dKlbpchIm3IGLPG7Rpaio5hIqmloeOXTgWKiIiItBAFKxEREZEWomAlIiIi0kLaRR8rkVQVDocpKiqisrLS7VJaTTAYpGfPnvj9frdLERFpdQpWIi4qKioiKyuLvn37Yoxxu5wWZ62luLiYoqIi+vXr53Y5IiKtTqcCRVxUWVlJfn5+hwxVAMYY8vPzO3SLnIhIba0WrIwxpxljvjDGrDLG3NxaX0ck2XXUUFUjGfdPxy8RaapWCVbGGC9wH3A6cDhwoTHm8Nb4WiLSfEVFRUyZMoWBAwcyYMAApk+fTnV1NQsXLuTMM8+s8zV9+/Zl27ZtbVxp69PxS0Sao7VarEYDq6y1X1lrq4EngCmt9LVEpBmstZxzzjlMnTqVlStX8uWXX1JaWsrPf/5zt0tzi45fItJkrdV5vQewrtbzIuCY5r5pcWkVcx/5AyGfxaRlYYKZeIPZ+EOZ+EI5BDKyCGTkkB4KkRnwkZ7mJTPgIyPgw+9VdzKRurz++usEg0GuuOIKALxeL/fccw/9+vXjpJNO2rNdcXExF154IVu3bmX06NFYa90qubW1yvFLkkffm+cB8M0dk12uRA5KLApVu+u4lUB1KfQcDYWHtXoZrRWs6upUsc9R2BhzNXA1QO/evRN60x3l1Zy26UG6me0Nbldl/ZQSpNwG2UiQMkJUEKTKEyLsCRH2phP2pRPzpRPzZ2DTMsCfgQlk4Alk4Q1mxINaDoGsTqSnZ5MZ9JMV9JEZ8JEZVFCTjmPZsmWMGDFin2XZ2dn07t2bVatW7Vl22223MXbsWH75y18yb948Zs2a1daltpVGj1/QtGOYSMrb+Al89DjEImCjzn0s6tz2PI9ALFb3NjXrbfx5pBKqSp0AFS5r+GuffmdSB6sioFet5z2BDbU3sNbOAmYBjBw5MqF/fQuzgyye/Dzvl+8iXFFCpKKUWGUJtmo3troMU12KN1yGJ1yGL1JOWrSMtFg5gVgFGZTTObaDjFgl6dFKMqorCZpwQjsTtYZSQuwmnc02xGpClBOi0ptJlTeTymAB0YwumKyu+Dt1Jz2vB1kF3cnJCJET8pOT7icr4EvKTrzSdmr+S25pjf3Xba2t82dz/+WLFi3i2WefBWDy5Mnk5ua2bKHtR6PHL2jaMUwk5f1pnHtfe/5PnFt9vvc69BxR//oEtVaweg8YaIzpB6wHLgAuau6bZgf9TBp9xEG/zlpLdTRGeVWUsuoIxdVR1lZFKK+soqp8N9XlpVRXOkEtWrmbWOVuYlWlmKoSTNVuvOFSfOFS0qKlBKJlBGPlZLObHtEt5MTKyAvvxlNqYfO+X7fEhighg3U2g11kUO7JotKXRbU/m0haDrFAJ0jPw5tRgD+rgFBOZ9I7daZTVha5GX5y09NIT/MqkEmrGjJkCM8888w+y0pKSli3bh0DBgzYZ3mK/Cy2yvFLxDWxGMTCtVqD4i0/0TqWxSLxbWs/j0A0su/zPevDB74+Wsfra279T4Kv3nD7E6lbpGWGhWmVYGWtjRhj/gt4GfACf7XWLmuNr5UIYwwBn5eAz0tuRtp+a7se9PtZa6kMx9hdFWZnRZiVO0vZtW0j5cVFhHdtJFayEV/5FvzVJQQiJYSiu8mwpfSOFZETLiMnXEawov7Wst02xE6bySqy2EUW5b5sqnw5VAc6EQ3kQigPT0Yevow8fKFs/OmZBNJzCKRnkR4MOP3LAj4y0rzqX5ZE3OrPMWHCBG6++WZmz57NtGnTiEajzJgxg8svv5z09PQ9251wwgk89thj/OIXv2D+/Pns2LHDlXpbW3s7fkkHteIFeOUXkH8I5A8Ajy8eSMJ7A8+e55G9y/fZZr919b3GRt3bT+N19q3m5vVBZhfwBcAXjN+H9nseBH8w/rzWsgOepzn33rS9y2oe17XM44M2+Oew1UZet9a+CLzYWu/vJmMMoTQvoTQvhVlBDinMgkHdgOH1viYcjVFSEWZXRZgNFWF2l5ZSsWsbFbu2Ul1aTKx0G5QX46ncjr9qJ8HwTjIiO8lmN30iG8mNlpJdXQ67G66t0vopJUS5DRzQv6zak07Yl0HEl07En4lNy4S0TAhm4Q1k4Q1l4wvlkJaeTVpGDlnZnSjIClKQmUamTmV2WMYY5syZww9+8AN+/etfE4vFOOOMM/jNb37D4sWL92x36623cuGFFzJ8+HBOPPHEDt2vqCMfv6SdePkW2LkWdnwNq16te5u8/uDxO8HA64s/9jthIZAVf+5z1tc8rtnmgOc129WEnDoCT+3ne9b7m/Camtd52yTItDea0qaN+L0e8jMD5GcG4kty2bcbR90qqqPsKK9mXXk1O0srKNu5lYqSbYRLthEt346tKoOw07/MEy7DGynHFynDH60gLVZOMFZOJuV0iRWTYSvJiFaSWVWBz8Qa/dph66WYbNbYHLaTQ6kvj4pAPpFQZ2xODwL5/cjuPoAuhd3olZ9BTkhzwSWrXr168fzzzx+wfPz48YwfPx6A/Px8XnnllT3r7rnnnrYqT6Tj+eEHULwaXvtv+KKO/pVpmXDF/FqtLgHw6OxDMlCwaueclrEQ3TuFgBwO9tSltZaqSIyyqghlVVE2VEUoqwpTXl5GZdkuwmU1FwKUOBcCVJZiq0vxVO/GW7WTYFUxmZEd5NqdHBJdR0H5LtIqorAd+Nr5GiU2xDpbyLveXuzKOoRY50MJdRtMbrcB9CzMo0duiIDP29IfjYhI8vL6nSvUjvpO3cGquhTuPnS/16Ttdyqs9qmuWs/T0iGnJ3TqDZ36Qu9jnBYuaRMKVh2cMYag30vQ7yU/s/aa/IN6n7KqCNtKq/h0dyU7irewe/PXVG37BrNzDYHSInKrihgS+5yeJW9BCbDaed1m24lPbCHbfN0oyR4IXYfSqf8IevXsQ49OIbJDOsUoIh1YNAzhcghX1Lqv9djGYOoDsP1rKHoPKrZDxU5n7KXKXc76Pe9V7dyqDrKG7J5wo7oJthUFK0lIRnyg1T75GdA3Hxi8z/pYzFK0o4I3ijZSvOYTwltW49u1hvTyIvLDmzgq+indd/4bdgKfwy6bzgZbwAemM7sCXalK74Ht1JtAl4Hk9jqU3l060ysvXR3vRaR9ilQ7rUrhcqgu23vb9qUzTtO2lc66WGLD+uzD43NankK5zinAejtpxztwewPx5fGbNwDGA7s3OP24xv245fdf6qVgJS3C4zH0zk+nd/4AOGrfS/TD0Rjrd1Tw2tq1bF/9AbGNnxDcvZbs6k10tVsZUbXC6Zi/E/gG+A9ssrm8b7uyMTSIym6jyD1sHMMGH0bXnKALeyciScFaiFRBpMK5D1c4l9CHK/YuD1c2uv53vi9JN5Xw2N/3DU3hcidMVZc5V+DVp3AIDLsQ/OnxW8g5PVfzeM996MBlvpDTKVySlr570ur8Xg99CzLoWzAYhg8GLgac/l+7KsKs3VHBlq1b2LlhFVVbvsSz/SuyStfQNbKO0ytfJPjNc/ANrH6xG/8KDKey94n0OPpURh3ah6BffbdEkpK1TlCpPe1IXVOR1DVFSbi8nmBUSR2D5Ccuftn/WK+HchuE0iqnE3lmIaRlODd//D4t3VnnT9+7Li0DMjpD58NS8mo4cShYiWuMMXRKT6NTehr0yIFhA4HT96yvqI7y8ZotrFv+LpGv36H7jiVMqn6V0Op5VK3ysYQjWFc4nk5HT+H4o4fqqkSR9qJsG2xeBluWO7eSDXUHJtv41cl7hhaouaVlQXpBfJyj+PhH/lB87KOa8ZBC+46DVLN+z/hIdbzOm7YnDI2pmSvwGs0VKAdPwUrarVCal2MGduOYgd8CvkV1JMZHX2/i6w9fx7f6VUZULGbc1j/AK3/gvZcP44vuUznkxIsZPagXHo/+W0yUMYYbb7yRu+++G4C77rqL0tJSfvWrX7lbmLR/1sLGj2HTp06A2rwMtqyAsi17t0nPh059IJjttPwEsvcNSoGs+pelZTp9iESSiIKVJI00n4fRA7szeuAlwCWsKy5jztJ3qP5sLqN2vcIlG+9g9z/+yAv+cVQeOY0JJ0+sNW6Y1CcQCPDss89yyy23UFBQ4HY5kiyshXkzYOlDznNfyBk+YOBEKBwMXQ53+hplFuq0mKQUXXIlSatXfgbfmnQq35nxf/inf8CTR8xikfdYTg0v5PwPLuGbO8fy6EP3sKKo2O1S2zWfz8fVV19d54CfW7du5dxzz2XUqFGMGjWKt99+G4ChQ4eyc+dOrLXk5+cze/ZsAC699FIWLFjQpvWLC6yFl25xQtWxP3AGu/zZerh6IUy9D8b8Fww4GbK6KFRJylGLlXQIvfIz+M63v0M0dj7vLPuKojf+wnHbnuGSdb9iw59n8nj2FLqedA0nDjsMr04THuC6667jyCOP5Kabbtpn+fTp07nhhhsYO3Ysa9euZdKkSaxYsYLjjz+et99+mz59+tC/f3/efPNNpk2bxrvvvssDDzzg0l5Is0SqoWJH/LbduS/fvt/j+PrSLbDtCydUTfqNwpNILQpW0qF4PYZxQwfA0P/l6y238PhL/6Df6tlctPtvVDz3GM/PP4W0E29k4nEj8LW3MbLm3+z0VWlJXYfC6Xc0ull2djbTpk1j5syZhEKhPcsXLFjA8uXL9zwvKSlh9+7djBs3jkWLFtGnTx+uvfZaZs2axfr168nLyyMzM7OuLyFtJRZ1Bpg8IBDV8bx8+95tq0vrf0+PD0J5zrhK6XnOpMHDLoLjpytUiexHwUo6rH6F2fSbdg0llVfy7MKFpL33AJOrX8a++jLzFp6Cd9yNTBo7WoOQxl1//fUMHz6cK664Ys+yWCzG4sWL9wlbACeccAL33Xcfa9eu5fbbb2fOnDk8/fTTjBs3rq3L7rhiMefquT2BaMd+gaiesFS5q/73NB4IdnLCUSgXsrpB4eF7n9fc0vP2DVJpmQpQIglSsJIOLzvo55zTTiV86gRefWcp4X/fzenhVzGvL+ClRScRG3sjp4071v35DBNoWWpNeXl5nH/++Tz00ENceeWVAEycOJF7772Xn/zkJwB89NFHDBs2jF69erFt2zaqq6vp378/Y8eO5a677uLee+91cxfav2gE1rwN5dsODEsHtC7tBBut/70COZCeuzcA5Q+IB6NagWjP807O80COJvIVaWUKVpIy/F4PZ4wbTWTMP3jtPx9Q/sbvOaP6FbwLX+flN0+keswNnDF+rPsBy0UzZszYJxzNnDlzT/+rSCTCCSecwIMPPgjAMcccQzTq/OEfN24ct9xyC2PHjnWl7qTxwd+dK+kOljcAOT0gu4czuW52d2dIAn/G3hG90zLi9+m1lsfvfUG1OIm0EQUrSTk+r4dJY0YSPfYxXnvvY3a/9nvOqJpP2psLeeHdU8mcdCsnjxySMpNDl5bu7VvTpUsXysvL9zwvKCjgySefrPN1jzzyyJ7HY8aMIRZLYLDHVDf8Msg/BKpqzTEXLofqcgiX7Xdfx/otK2D9+86yg2L2C17pdYSwRsJZXev9IWeZJ3X/GRHZn4KVpCyvxzDxmGHERj3Mwg8+Y+crv+WsqhepeOFNHl10EcPPu5khvQvdLlM6Eq8f+o9v/vtY60zj0pRwVrO8ZlnFjlrbxrdpaB68OvcrkGBIayCc1bdtrRHRRZKBgpWkPI/HcPLIoUSOns28NxbR6a3/5tLdD7HmoeeZ3fuHnPbtqyjMCTX+RiJtxZj4XHXpkNEKg7pGqhMIZzX3FfVvW74Ndu63PFJ5kPvqTTCkNdYKV8d7+ELqcyYtTsFKJM7n9TDllPHsOv54Hnv2MUZ+eRfT1v0/lvz+H7wx4udMOf10TfosqcGX5txCuS3/3rFoHSGtvnBWT2tbdZkzPETplgOXH+wkzPsEMuf2D38l5QTgn/88yFa4+H1NK5xX85emIgUrkf3khPxcfPHlfL3lWzz61O85fetDjHz/EuZ9fDKhibcyYfSRLdr/ylrboftzWXuQf+ikY/N4984H2NKshUhV4uGsrvXhCjymiEJ2wKb9+sJFqw9yX/11h7DBZ8Fx17X8/ku7oGAlUo9+hTn0+6/beHf5ZRQ999+cXTmX8Itv8Y83L+Co837OkD5dmv01gsEgxcXF5Ofnd8hwZa2luLiYYDDodimSCowBf9C5pec1+W2+c/M8PMT46srjnCEwyoudW9kW2FUEO9fBrnXO45IN9Q+LEQs744pV7nL6oaXng40d/OlQSSoKViKNOPbw/kQP+xvzFr5N1qLbuKj0Yb556CUeHXIr3z7ngmadHuzZsydFRUVs3bq1BStuX4LBID179nS7DEll0UitwVXjIakmMNUMuFpr2UeBTWRTDnfW09rqDTh920J5kNffCXHp+c4tVPM4b+/yUJ7TUtUB/3mSAylYiSTA6zGcffJYSsa8yKPPPsa4L27nkhU/4LnfPk+P83/HyEG9m/S+fr+ffv36tXC1Ih1YNLx3MNWakFRROxht329ZccOj0fuCkF7gDLaang85PXluS392kMX1Zx27NyTVDkz+dIUkqZeClchByA76ueSiy/l49aksffJmvlX1PBsfW8LsQ37GOedfTmZAv1IiCYuG9070fEBL0o4Dl5Vvh6oGQpI/Pd5CFA9JnXrv15KUd2DrUlr6AW9z6/vzALj+mMmttefSgemvgEgTHDWgB4fd9HeefO5ZRn1yK9NWz+DF375Ap2/dyZihA90uT6TtRar3O61Wu9VoR92tS1Ul9b+fPyMegOIhKbfv3kBUE5BCefsu82tYFHGfgpVIEwV8Xi489zxWjDqRJ//xC84t/yc7np7Aw0t+wtQLv09Oui61liQVqaqnJame1qXy7VC9u/73S8vcNwjl9a/VapRbKyzVakny64IHSU4KViLNNLh3IQN//CBzXpzCkKU/47J1v+DVO+fhO/MuThpxhNvlSaoLV9bTklRf69J2Z4yo+qRl7XtKLf+QWq1Guft14I4HJl+g7fZXxGUKViItwOf1cN5Zk1k9agyPP/JLzi19nPK5k/j7ez/izIunU5Cl/76ljS24DZbMajgkBbJrtSQVQMGgujtr125dUkgSaZCClUgLGtA1l34zZjJ3wVT6vv1TLt/0Gxbd/RIVk+5i4rHDO+RYVdJO9RwJ276E7V85t/3HTso/BDof5pyWyx8AeQOc+6xuuuJNpBkUrERamMdjmDpxAuuGv8Ejj/wP3975V8IvTWb20u9z2rSf0kXzDkpbOGyycwOIxWD3BiheDdtXx++/gm0rYeUr+44o7k93wtb+gStvAGQWKnSJNELBSqSV9CrI4pLr7+DFRVMoeOPHXFZ8D4vvWcB7J9/F5HHHqPVK2o7HAzk9nVv/E/ddF4s6I4jXDlzFq2HLcvjiRYhF9m6blll34Mof4Jwq1M+0iIKVSGsyxjD5xDFsHraA2Q/fwTnFf4LXpjD7w6s5ddrNdM/NcLtESXUeL+T2cW4DTt53XTTiTN2yfTUUf7U3fG38GJbP3Xcql0AO5PWrJ3Q1fXoZkWSjYCXSBrrkpHPpD2/j5XfOJOfVGVy2YyZL/vAaS0+6k7NOHKPWK2mfvD4nLOX1g0P2WxcNw861+51eXA1FS2HZHGdOvBrBTnUErv7OfahTG+6QSOtTsBJpI8YYTjt+NFuGvsLs2b9j6tYHOOKNb/HIh1dy0rRf0Cs/0+0SRRLn9TshKX/AgesiVbBjzb6Bq3g1rF0Mn/4TqDUHX3p+3YErfwAEstpsd0RaioKVSBsrzA5x6XW/5NX/nEX6SzcybdcDvD/zDd4/4U7OPmkcHo9aryTJ+QLQeZBz21+4EnZ8fWBH+q/+DR//Y99tMwrjgWu/zvR5/SGgf0SkfVKwEnGBMYaJxw5n25CXmP3o75my6f8YsugcHv34csZfeiu9O+s/demg/EEoHOzc9lddHh8eolbg2v4VrHoNSh/bd9vMrntD1z6nGftrahtxlYKViIsKsoJMu/ZnvLbkDLwvzmBayZ/56N6FLD3+d0w95SS1XklqSUuHrkc4t/1VlR4YuopXw5cvQdnWfbfN7lH31Yu5fTVVjrQ6BSuRdmDC6GFsP/xFHn5sJmdv+AOD3z6fxz+5hOOn3Ua/why3yxNxXyATuh3p3PZXuWtv0Npzv9q5crFie60NDeT0gs6HQu9joPcY6DFCYUtalIKVSDuRlxngsmt+wsL3Tyf2wo1cUvo3PrlvEc8cewdTJ52KV61XInUL5kD3o53b/ip27DtUxPbVsOkzeP1VZ703zQlXvY+DPmOg1+i2rV06HAUrkXZm/Igj2HnY8zz8+H2cWfR7Dnv3Ap747CKOueTXHNIt1+3yRJJLKBd6jnButZVvh7Xvwpq3nasV3/4jvPV7MB5eSOvNe7FDYVnYCVuZhe7ULknJWGsb36qVjRw50i5dutTtMkTanTc/WkHl3BmcGnubj+0hbJv8EBNGD3O7rBZhjHnfWjvS7Tpago5hHUB1GRS9B2ve4Z3Xn+dozypCJj7VT/4he1u0+oyBTn00ynyKa+j4pRYrkXZs3LDB7Dr0Of72yL2ct/4Ous6bwuNF93DB1G+pY7tIS0rLgP7jof94Lnr5KPxEWHld970tWivmwoePONtmdYc+8aDVe4wzmbXH42r50n4oWIm0czkhP5dfdT3PvjSEUe/+gHM/vpqHN33Oed+9icyAfoVFWkMYH/Qa5dy43pnIeusKWPPO3ttnzzgbh3Kh17F7W7S6HeUMoCopSUdlkSRgjOHc0yfyds8X2fTM5Vyx5bc8c/cXjLrq/+jdOdvt8kQ6Po8HugxxbqOvAmthxzdOwFr7DqxZDF/Od7b1p0PPkdDneOcUYs9RzlASkhIUrESSyPFDB/FV53nMeeg6zq3+F2/f9zUbz/8bxxxex7QiItJ6jNk7j+LRFzvLdm/eG7LWvgML7wAseHzQbdjeFq1ex2hi6g5MwUokyfTvmkvBjIf5+59v56JtM1n/5Bn8a+yDTDllvCZzFnFTVhcY8i3nBlCxE9Yt2Ru2/vMgvDPTWVc4xOmnVdMpPru7a2VLy1KwEklC2UE/l153K/94+jAmLfsJJ791IQ+vv42LLrmKNJ860Yq0C6FOMGiicwMIV8D69/e2aH38BLz3F2ddbl+nI3yf45z7/AG68jBJKViJJCmvx3DJ+RfwyjsD6PHy95j29U957A+fc/o1/0tBlkaSrmGM+StwJrDFWntEfFke8CTQF/gGON9auyO+7hbgu0AU+JG19mUXypaOyB+CvmOdG0A0Aps+ca46XPMOrHwZPn7cWZdRuDdk9TkOuhwBHq97tUvCFKxEktzEMaP4tPtLvD77Si4t/Suv3LOKnpf/hcN7d3G7tPbi78C9wOxay24GXrPW3mGMuTn+/KfGmMOBC4AhQHdggTFmkLU22sY1Syrw+qDHcOd23HVOh/htX8Y7xC92WraWP+dsG8h2+mb1Oc7pFN/9aPAF3K1f6qRgJdIBDO3bjS7Tn+XRWT/lotLZLHvoNF47/a9MOLaOKT5SjLV2kTGm736LpwDj448fBhYCP40vf8JaWwV8bYxZBYwGFrdJsZLajHHmMex8KIy8wlm2c93eFq2v3oBVNVPxBKDv8XDuQ+oI386oM4ZIB1GYE+K8G+7h731+Qz82MHT+VB5/5mliMfdnV2iHulhrNwLE72vmLOkBrKu1XVF8mUjbsdYJVF/Mh0+egC9edAYq3bl27zbGA5EqZ1tpVxptsVL/BJHkEfB5ueKKa3n25YGMWHwd535yjTOY6Pdu1mCiiamrt3Cdf7mMMVcDVwP07t27NWuSjqyqFLasgM2fweZle29Vu/Zu06mP08fq8KnQ9QjncW5f9blqpxI50v4d9U8QSRrGGM497VTe6TGPTc9cwRVb7+TZu79g5FX3aTDRvTYbY7pZazcaY7oBW+LLi4BetbbrCWyo6w2stbOAWeDMFdiaxUoHEIvBzm9qhad4kNr+NXuye1qmMwDp0HPjg5EOhcLBENTvbTJpNFipf4JIchozdCBfd5nHM3+5jnOr5/LSgyUEpz9BYXbI7dLag7nAZcAd8fvnai1/3Bjze5x/DgcCS1ypUJJX5S7YvHzfVqgty6G6NL6Bgbz+TsvTkRfEW6GGQE5vzTnYATT13MA+/ROMMbX7J7xbazv1TxBxUb/CHApu/BuPzbyei8sf5YkHpnPW9feTkUKnBY0x/8D5R7DAGFME3IoTqJ4yxnwXWAucB2CtXWaMeQpYDkSA69TiLvWKRWH7V/udxvts375QwRwnQA27yLnvcgQUHuZM+iwdUksfXdU/QaSdyQr6mXTt3bzwx81cUPEkf/tTNy697lZ83tT4z9hae2E9qybUs/3twO2tV5EkpfLtB57G27ICIhXOeuOB/IHQYySMuDweooZAdg8N9Jlimhqs1D9BJIkUZAUZcvVDvHn/VKYV/5FHZnflssu/rylwRPYXDTPQFDHYrIUF7+0NUyXr924TynNO3428cu/EzJ0PdQYAlZTX1GCl/gkiSaZfYQ67Ln2EFbPP4vxvbuXJ57pxwdSpbpcl4p7SrQeextv6Oa8Gqp317/ig4FBnpPSaANXlCMjsolYoqVciwy2of4JIBzFsQE8Wnj2bnLnfYsKHP+TF3ELOOHGM22WJtK5IlTOiee3TeJs+g7Ite7fJ7OIEp/7f5/qFET63vXnp198FX5p7dUtSSuSqQPVPEOlAxo8Yyr+2/5nxb13MYa9fyTt5cxkzdJDbZYk0n7Wwe9O+AWrzZ06oikWcbbwBp/P4wFP3tkIVDoHMznve5l+vz3MeKFRJE6TOpUEissfUU0/ikR13c/6yH7Lr6YtZnvOC5haU5BKugK2f73sab9NnULF97zbZPZxTd4NO23saL/8QZ44+kVainy6RFHXxty/g7zs3cfn623jjb9PI+eEz9MjLdLsskX1ZC7uKDmyFKl4FNuZs4wtBl8Nh8Jl7r8YrPFxz6IkrFKxEUpTHY7j4yh/xyMyNXFbyJ5558FpOuf6v5KT73S5NUlksBp89A0VLnBaohqZ3qWmFyuun6V2k3VCwEklhAZ+XqdfezrP3bOTc6rk8/MDPuGD6HQR8+iMlLinbCv+6FmJh5/mACXDYGfGBNQc7A26KtGOpMUKgiNQrJ+TnmGsf5HVzLJeW/JlH/zqTWExDy4lLsrrA99+EYReDxw9fvQFr3gFfUKFKkoKClYjQIzeDrlfM5iMGccn623nsn0+4XZKkssLBMPV+uP4TOO6/4MtXYNaJ8PDZsGqB0+9KpJ1SsBIRAA7v3YWq8x6liM6ctXwGc159w+2SJNVld4eJv4Ybl8Gp/+0Mm/DoufDgOPjkKYiG3a5Q5AAKViKyx3FHDOKLU/5GGC9Hv3UNn36zye2SRJxTgMdPh+kfw5T7nP5Xz14FM4+GxfdDVanbFYrsoWAlIvs4Y9yxvDTo1/Q1m/n4X/e4XY7IXr4AHH0JXLsYLnwSOvWGl2+Be4bAa/8Nuze7XaGIgpWIHOjMqRfxrh3KaTse5z+fr3G7HJF9eTxw6GlwxYvwvdeg3wnw5u/hD0Nh7o9g20q3K5QUpmAlIgfIzUhjzdEzKDAlrH7+Tqw6C0t71XMkfOcR+OH7MOwi+PgJuHcUPHExrFvidnWSghSsRKROk08/izcYzZmlT7Po4y/cLkekYfkD4Kw/wA2fwQk/hm/egodOhb+eBp+/6Aw8KtIGFKxEpE6ZAR87jr2JTCrZPP93GttKkkNmIZz8C7hhGZz2W9i1Hp64EO4/Bj6YDZEqtyuUDk7BSkTqdcaEk3nZewJnV87l1SUfu12OSOICmXDs9+FHH8K5Dzkd3+f+EP5wJLx1D1TsdLtC6aAUrESkXkG/l8gJP8VLjIoF/0s4qtMpkmS8Phj6bbjmTbh0jjP46IJfwT1HwMs/d1q0RFqQgpWINOj0ccfxon8ik8OvMv/NxW6XI9I0xsCAk2Hav+CaRc5Vhe8+AH88EuZ835nsWaQFKFiJSIN8Xg+hU28mghf/ot9SGY66XZJI83Q7Cs79i3OacNRVsPw5eGAMPPpt+OrfgPoTStMpWIlIo04ZdRQvBM9iUnQR8xa85nY5Ii0jtw+cfofT0f2kX8CGD2H22SxI+wnf9b4I5dvdrlCSkIKViDTK4zF0OeMmSgmS95/fsbtSc7RJB5KeByf+xBmqYcr9lJDO//M/CncfBs9cBWve0cTPkjAFKxFJyLgjD2Ve5nmcxHvMm/+C2+WItDx/CI6+mHOq/5vTqu6A4dPgy5fgb6fDfcc4fbLUiiWNULASkYQYYzjk7B+zzWbT56O72VFW7XZJIq3mc9sbJt8FMz6Hs++FQBa8dDP8fjA8ew2sfVetWFInBSsRSdioQ/vwcu7FHGc+Zf7cJ9wuR6T1pWXA8EvhqtecIRuGXQyfz4O/ToL7j4N3H4SKHW5XKe2IgpWIHJSjpt7AepvPoM/vZWe5Wq0khXQ7Es78vdOKddZM59ThSz91+mLNudaZm1CtWClPwUpEDsoRfbvwVvZkRpovWPKZ5hCUFBTIhBGXwdVvwNX/hqMuhBVznbkJHzge/jNLI7unMAUrETlo3oGnAlD8yUsuVyLisu7DnMmfZ3wOZ/0RvH6Y/xOnFetf10HRUrVipRgFKxE5aINHjKPYZtFpw5tY/dEQcTq3j7gcrvk3XL0Qjjwfls2Bv0yAB8fCkj9D5S63q5Q2oGAlIgdtcLdOvOc5ipHRD1m5ucTtckTal+5Hw9kz4cdfwJn3gPHAiz92WrGe+y8oel+tWB2YgpWIHDSPx7C96zg6mxKWffC22+WItE+BLBh5pTM34VWvwxHnwmfPwF9Ohj+Ng/cegkr9Y9LRKFiJSJPkHnkaANVfvOpyJSLtnDHQYwRMuRdmfAGT73amI5x3o9OKNfeHsP4Dt6uUFqJgJSJNMmroYFbEetNnx7tUVGtiZpGEBLNh1Pfg+2/C916HI74Fnz4Nfz4J/nQCLP0bVO12u0ppBgUrEWmSgswAy9NHMtx8wdIv17hdjkhyMQZ6joAp9zlXFJ5xF0Qj8ML1TivW89Nhw0duVylNoGAlIk0W7jeBNBNl/Yc6HSjSZMEcGH0VXPs2fHcBHD4FPn4SZp0Is8bDV/92u0I5CApWItJk/YafTLkNEFq70O1SRJKfMdBrFEy932nFOv1OZ7qc2WfDSz+DcKXbFUoCFKxEpMmO7teVJQzhqKr32bCzwu1yRDqOUCc45mq49h2nT9a79zmtVxs/cbsyaYSClYg0WZrPw8aCMfT1bOaDD3VVk0iLS8twriK8+Gmo2A5/PhneugdiumCkvVKwEpFmCR0+EYDS5S+7XIlIBzbwVLh2MRx6Oiz4Ffz9TNihi0baIwUrEWmW4UeNZF2sM122vk0kGnO7HJGOKyMfzp8NUx+ETZ86Ez5/+JhGcW9nFKxEpFl6F2TwQdoIRtnP+GTNVrfLEenYjIFhFzpXEHY7Ep77ATx5CZQVu12ZxClYiUizlWcPINNUsmn9N26XIpIacvvAZc/Dqb+Gla/A/cfCl6+4XZWgYCUizRSJxijcvoT1Np8hg4e4XY5I6vB44fgfwVVvQEZnePw8eOEGqC5zu7KUpmAlIs3ywVebONZ+wvtpo+hTkOl2OSKpp+sRziTPY37oTInz4DgoWup2VSlLwUpEmmX1+6+QYaoo7zPB7VJEUpc/CBP/xzk9GK2GhybCG/8L0bDblaUcBSsRaZbAVwuosn76jDzd7VJEpN84p2P70PPg33c4AWvbKrerSikKViLSZEU7yjm6cglLGMKIQ3q4Xc4BjDG9jDFvGGNWGGOWGWOmx5fnGWNeNcasjN/n1nrNLcaYVcaYL4wxk9yrXqSJgjlwzp/gvL/Djq/hwbHw3l80LEMbUbASkSZb+v579PNsZn3ncaT52uXhJALMsNYOBo4FrjPGHA7cDLxmrR0IvBZ/TnzdBcAQ4DTgfmOM15XKRZpryLecQUX7jIF5M+Cx82D3Jrer6vDa5ZFQRJJDxbL5AGQNnexyJXWz1m601n4Qf7wbWAH0AKYAD8c3exiYGn88BXjCWltlrf0aWAWMbtOiRVpSdje45Bk44y745i24/zhYPtftqjo0BSsRaZLKcJTe299iZawHo4Yf7XY5jTLG9AWOBv4DdLHWbgQnfAGF8c16AOtqvawovkwkeRkDo6+CaxY54189dSm8839uV9VhKViJSJMs+XwNo1jOp+nHUJgVdLucBhljMoFngOuttSUNbVrHsjo7phhjrjbGLDXGLN26VSPOSxLI7gZpmYCBrG5uV9NhKViJSJMUvT+fNBMlcshEt0tpkDHGjxOqHrPWPhtfvNkY0y2+vhuwJb68COhV6+U9gQ11va+1dpa1dqS1dmTnzp1bp3iRllK+HR4+G9a8A+f8GYZ+2+2KOiwFKxE5aNZasta9TokNMWjUKW6XUy9jjAEeAlZYa39fa9Vc4LL448uA52otv8AYEzDG9AMGAkvaql6RVlGyAf52OmxZDhc8Dkee53ZFHZrP7QJEJPms3Lyb0ZGlLDFHcXKvArfLacjxwKXAp8aYj+LLfgbcATxljPkusBY4D8Bau8wY8xSwHOeKwuustdE2r1qkpWz/CmZPhfJiuPhpZ5wraVWNBitjTC9gNtAViAGzrLV/NMbkAU8CfYFvgPOttTvir7kF+C4QBX5krX25VaoXEVd8snQR3zY7eb37eDyeuroltQ/W2reou98UQJ1DxVtrbwdub7WiRNrK5uXwyFRn9PXLnocew92uKCUkcipQ48CIyD4inzv/K+UPa5/DLIikvKKlzuk/44Er5itUtaFGg5XGgRGR2nZVhBlUspiPYwM4Zuhgt8sRkf19tdDpqB7KhStfgsLD3K4opRxU5/WWHAdGlyqLJKcvNu5iiPmarzKOIifkd7scEaltxQvOCOu5fZxQldvX7YpSTsLBqqXHgdGlyiLJafu2jQRMhOqM7m6XIiK1ffwEPDUNuh4Jl8+DrK5uV5SSEgpWrTUOjIgkn7Kta50H2QpWIu3Gf/4Ec66BvmNh2nOQnud2RSmr0WClcWBEpLbw9iIA/Lk9Xa5ERLAW/v07mH8THHYmXPQUBDLdriqlJTKOlcaBEZE9bMlGADIKejWypYi0Kmvh5Z/Du/fBURfC2feCV8NTuq3R74DGgRGR2nxlG4lYD506q8VKxDWxKDz/I/jwURh9DZx2B3g0mUp7oGgrIgclvWoLW+lE19wMt0sRSU2RKnjme7BiLpz4Uxh/C5j2O1BvqlGwEpGExWKWnPBWNpPLYdlBt8sRSU0v3OCEqkm/geOuc7sa2Y/aDUUkYdvKqujCdoo9BQT9mlBBxBWrFsDQ8xSq2ikFKxFJ2OZdVXQx2ylN09hzIq6oLIHSzVB4uNuVSD0UrEQkYVuLt5FtKqhM18CDIq4oXuXcFwx0tw6pl4KViCRs95b44KBZ3dwtRCRV1QSrfAWr9krBSkQSVrnDGRzUm3PA9J8i0haKV4HxQF4/tyuReihYiUjCYjvXAxDM1+CgIq7YthI69QZfwO1KpB4KViKSME+pM+p6dmFvlysRSVHFqyD/ELerkAYoWIlIwoIVm9lhMynM7+R2KSKpx1ooXq3+Ve2cgpWIJCwU2cV2m0VeRprbpYiknt0bIVwGBWqxas8UrEQkYWmxCsoIkhnQpA0ibW7bSudepwLbNQUrEUlINGYJ2QrKCRL0adR1kTZXXBOsdCqwPVOwEpGEVISjhKiiygTxeDThq0ibK14N/nSNI9fOKViJSELKqyJkUEmVJ+R2KSKpadtKyB8AHv3pbs/03RGRhJRVRwmZKsJeBSsRVxSv0mnAJKBgJSIJKa92Wqwi3nS3SxFJLaVb4K0/wM416rieBHRpj4gkpLw6SjpVClYibSEWhdVvwAd/hy/mQywCvcfAiMvcrkwaoWAlIgkpLy/Hb6JE/QpWIq1mVxF8+Khz27UO0gvg2Gth+GVQoNOAyUDBSkQSEq7Y7TzwKViJtKhoGL58CT6YDasWOCOsDzgJJv4PHHoG+DQgbzJRsBKRhFSVO8HKpmW4XIlIB1G8Gj58BD56HEo3Q1Z3GPdjOPoSyO3jdnXSRApWIpKQSGUpoGAl0izhSvj8BXj/7/DNm2C8MOg0GD4NDjkFvPqznOz0HRSRhNQEK6+ClcjB27zcOdX3yRNQsQM69YGT/x8MuxiyNeBnR6JgJSIJiVU6pwJNINPlSkSSRFUpLJsDHzwMRe+BNw0OO9O5sq/vCRros4NSsBKRhESrygDwBhWsROplLWz40AlTnz4D1buh4FCY9Bs48gLIyHe7QmllClYikhBb7QQrX0jBSuQAFTvh03/C+w/D5k/BF4IjznH6TvU6Bozm10wVClYikphIJQDeNE1pIwI4rVNrFzthavm/nN+RrkfC5Lth6HkQzHG7QnGBgpWIJMbGAPCoX4ikurJtzhAJH8yG4pWQlgXDLnIG8ew+zO3qxGUKViKSEBMPVsbjdbkSERfEYvDVG06Y+nwexMLOKb6x98OQqaCrZSVOwUpEEmJjUeeBgpWkkpIN8OFj8OFs2LkWQnkw+moYfikUDna7OmmHFKxEJCF7WqyMTgVKx+Ylykmej+Dx2bDyFec0eL8TYMKtMPgs8AXcLlHaMQUrEUlMPFh51WIlHVnxat4KTKeb2Q4busDx1zutU3n93a5MkoSClYgkJh6sdCpQOrRIJd3Mdh6LTODiG54Er9/tiiTJqE1fRBKiU4GSEroMYUWsF4M9axSqpEl0hBSRxNQMt+BVi5V0bHOiYxnuWQXFq90uRZKQgpWIJMY6VwVquAXp6OZGxxCzBj550u1SJAkpWIlIQoy1zr2ClXRwm8jnndjhTrCK/9yLJErBSkQSE2+x0sjrkgrmRMfBjm9g3RK3S5EkoyOkiCREI69LKnkpNsqZSPmTJ9wuRZKMgpWIJCYJg5UxJmiMWWKM+dgYs8wYc1t8eZ4x5lVjzMr4fW6t19xijFlljPnCGDPJverFTWWE4LDJ8NmzEKlyuxxJIgpWIpIQs2eA0KQ6bFQBJ1trjwKGAacZY44FbgZes9YOBF6LP8cYczhwATAEOA243xiTPElSWtZRF0DlTlj5qtuVSBJJqiOkiLgpRsR68HiM24UkzDpK40/98ZsFpgAPx5c/DEyNP54CPGGtrbLWfg2sAka3XcXSrvQ/CTIKdTpQDoqClYgkxB8upZwAIX9yNeAYY7zGmI+ALcCr1tr/AF2stRsB4veF8c17AOtqvbwovkxSkdcHQ78NX74MFTvcrkaShIKViCQko3oLm2we3XKCbpdyUKy1UWvtMKAnMNoYc0QDm9fVHFfn9fbGmKuNMUuNMUu3bt3aApVKu3Tk+RCthmVz3K5EkoSClYg0qqwqQufYNjZRQF5GmtvlNIm1diewEKfv1GZjTDeA+P2W+GZFQK9aL+sJbKjn/WZZa0daa0d27ty5tcoWt3UbBgWHwidPuV2JJAkFKxFp1MZdzsS0JWmdMSZ5+lgZYzobYzrFH4eAU4DPgbnAZfHNLgOeiz+eC1xgjAkYY/oBAwENZJTKjIGjvgNrFzvjWok0QsFKRBq1eXsJBeyiItTV7VIOVjfgDWPMJ8B7OH2sXgDuAE41xqwETo0/x1q7DHgKWA68BFxnbXxkVEldQ8937j992t06JCn43C5ARNq/HVvW4jGWaGZ3t0s5KNbaT4Cj61heDEyo5zW3A7e3cmmSTPwhMB6IRdyuRJKAWqxEpFGV29YC4MnRBXKSgr58yRkg99DT3a5EkoCClYg0KrKjCIBgfq9GthTpgD6fBzm9oOuRblciSaDRYKUpIUTE7F4PQFZhX3cLEWlr1WWw+nU49AynI7tIIxJpsdKUECIpLlC+iRIbonNBgduliLSt1a9DpNKZN1AkAY0GK00JISJZ1ZvZaPPp3inkdikibevzeRDsBH3GuF2JJImE+lhpSgiR1FVWFaEgVswW8slN97tdjkjbiUacjuuDJoFXP/uSmISCVWtMCaHpIESSw8ZdlXQ3xexKK0yqwUFFmm3tYmeOQJ0GlINwUFcFtuSUEJoOQiQ5bNq+i85mFxWhLm6XItK2Pp8H3gAMqHPIM5E6JXJVoKaEEElhO7c4Z/aTbXBQkeaxTrAacBIEMt0uRpJIIiOvdwMejl/Z5wGesta+YIxZDDxljPkusBY4D5wpIYwxNVNCRNCUECJJrWKrBgeV1DPYrIVda+GEH7tdiiSZRoOVpoQQSW2xqt0AeNM7uVuISBua6FkKGI22LgdNI6+LSIM8gQwAYpW7Xa5EpO1M9C6FXsdAZmHjG4vUomAlIg3yBbMAiFYpWElq6Gm2MsSzRlcDSpMoWIlIg3zp2c6DytKGNxTpIE71LHUeKFhJEyhYiUiD0mqCVVjBSlLDIWYD220m5A9wuxRJQgpWItKgQIYTrEx1mcuViLSNoKmmnKDbZUiSUrASkQaFQllErcEbVrCS1BCgmiqrKWykaRSsRKRBGUE/ZQTxRRSsJDUECFNJmttlSJJSsBKRBmUEfJQRwq9gJSkiSLWClTSZgpWINCgj4KXcBkiLlbtdikibCJpqKq2ClTSNgpWINCgz4KOUEIGogpWkBrVYSXMoWIlIg0J+L2UECVFBJBpzuxyRVhckTCXqvC5No2AlIg0yxlBl0smkkrIqzacuHZ9arKQ5FKxEpFFV3nQyqKC0OuJ2KSKtLmiqqVIfK2kiBSsRaVS1N50MU0lZlYKVdHwBqqnSqUBpIgUrEWlUxOecCixVsJIUoHGspDkUrESkUTFPkIAJUx1WHyvp4GJRAiai4RakyRSsRKRRxoaptl78Ph0ypIOLVAKoxUqaTEdJEWmUJxYmgg+fR4cM6eDCClbSPDpKikijPLEIYbz4vTpkSAcXCwMQwetyIZKsdJQUkUYZGyGMD7/XuF2KSOvy+Jw7NBiuNI2ClYg0yhsLE8GLTy1W0tEZ52fchy7UkKbRUVJEGuWxEcJWLVaSAjzOKUC1WElTKViJSKM8Vn2sJEXETwV6FaykiXSUFJFGeW3EORXoUYuVdHDGabHyYl0uRJKVgpWINMpb03ld41hJR+epCVbqYyVNo6OkiDTKW3MqUONYSUe3p8VKpwKlaXSUFJFGeYk6A4Sq87p0dB4PMWvwGAUraRoFKxFpUCxm8eFcFag+VpIKong03II0mYKViDQoHIvhJ0LUeDFGwUo6vhgedV6XJlOwEpEGRaIWH1Gixud2KSJtIoJH41hJkylYiUiDwlGnxSqiYCUpQqcCpTkUrESkQeGoxU+UmIKVpIiYWqykGRSsRKRBkVgMH1Eixu92KSJtIoJXwy1IkylYiUiDwhGL30TUYiUpw2IUrKTJFKxEpEHOVYFRrIKVpAiDJYaugJWmUbASkQY5VwVGiHoUrCQ1OMFKfx6lafSTIyINCkedPlaxJO5jZYzxGmM+NMa8EH+eZ4x51RizMn6fW2vbW4wxq4wxXxhjJrlXtbjFoxYraQYFKxFpUDgaI40INrlbrKYDK2o9vxl4zVo7EHgt/hxjzOHABcAQ4DTgfmPik8dJyvAQwypYSRMl9ZFSRFpfJOYMEBrzJGeLlTGmJzAZuB24Mb54CjA+/vhhYCHw0/jyJ6y1VcDXxphVwGhg8cF+3XA4TFFREZWVlc2qv70KBoP07NkTvz85fy4aYkDBSppMwUpEGhSORPCZWDK3WP0BuAnIqrWsi7V2I4C1dqMxpjC+vAfwbq3tiuLLDlpRURFZWVn07du3w00FZK2luLiYoqIi+vXr53Y5LU6d16U5dCpQRBoUCVcDYJOwxcoYcyawxVr7fqIvqWNZnZPGGWOuNsYsNcYs3bp16wHrKysryc/P73ChCsAYQ35+fodtjdOpQGkOBSsRaVAsiYMVcDxwtjHmG+AJ4GRjzKPAZmNMN4D4/Zb49kVAr1qv7wlsqOuNrbWzrLUjrbUjO3fuXOcX74ihqkaH3jdQi5U0mYKViDQoEgkDJOWpQGvtLdbantbavjid0l+31l4CzAUui292GfBc/PFc4AJjTMAY0w8YCCxp47JbTFFREVOmTGHgwIEMGDCA6dOnU11dzcKFCznzzDPrfE3fvn3Ztm1bG1favqjFSppDwUpEGhSLOC1WJGeLVX3uAE41xqwETo0/x1q7DHgKWA68BFxnrU3K2XittZxzzjlMnTqVlStX8uWXX1JaWsrPf/5zt0tr99R5XZoj+f4FFZE2FY1UOQ+8yR2srLULca7+w1pbDEyoZ7vbca4gTGqvv/46wWCQK664AgCv18s999xDv379OOmkk/ZsV1xczIUXXsjWrVsZPXo01tbZpSylGGI6FShNpmAlIg2KxU8FJnuwclPfm+e1yvt+c8fketctW7aMESNG7LMsOzub3r17s2rVqj3LbrvtNsaOHcsvf/lL5s2bx6xZs1ql1mTiwarFSppMwUpEGrQnWHWsU4EdnrW2zg7m+y9ftGgRzz77LACTJ08mNzf3gNekGg23IM2hYCUiDYqFa04FprlbSBJrqGWptQwZMoRnnnlmn2UlJSWsW7eOAQMG7LO8I1/h1xReY7HqgixNpJ8cEWlQtLoCAJMWcrkSORgTJkygvLyc2bNnAxCNRpkxYwaXX3456enpe7Y74YQTeOyxxwCYP38+O3bscKXediPex0w9zaSpFKxEpEGxsDMIpMcXcLkSORjGGObMmcM///lPBg4cyKBBgwgGg/zmN7/ZZ7tbb72VRYsWMXz4cF555RV69+7tUsXtx+jK+/hL5Ay3y5AkpVOBItKgWHU5AJ609Ea2lPamV69ePP/88wcsHz9+POPHjwcgPz+fV155Zc+6e+65p63Ka5+MYQvqZyZNl3CLlTHGa4z50BjzQvx5njHmVWPMyvh9bq1tbzHGrDLGfGGMmdQahYtI27Dx4RY8/qDLlYiItH8HcypwOrCi1vObgdestQOB1+LPMcYcjjPC8RDgNOB+Y4y3ZcoVkbZm432sPAG1WImINCahYGWM6QlMBv5Sa/EU4OH444eBqbWWP2GtrbLWfg2sAka3SLUi0vaiTh8rX5parEREGpNoi9UfgJuAWK1lXay1GwHi94Xx5T2AdbW2K4ovE5FkFO+87lOLlYhIoxoNVsaYM4Et1tr3E3zPugZEOeDKVWPM1caYpcaYpVu3bk3wrUWkrZlITYuVhlsQEWlMIi1WxwNnG2O+AZ4ATjbGPApsNsZ0A4jfb4lvXwT0qvX6nsCG/d/UWjvLWjvSWjuyc+fOzdgFEWlNJn4q0B9Ui5WISGMaDVbW2lustT2ttX1xOqW/bq29BJgLXBbf7DLgufjjucAFxpiAMaYfMBBY0uKVi0ib8ESqiFlDmvpYJR1jDDNmzNjz/K677uJXv/qVewWJpIDmDBB6B3CqMWYlcGr8OdbaZcBTwHLgJeA6a220uYWKiDs8sSqq8BPw6+LeZBMIBHj22WfZtm2b26WIpIyDClbW2oXW2jPjj4uttROstQPj99trbXe7tXaAtfZQa+38li5aRNqON+oEq6CCVdLx+XxcffXVdQ76uXXrVs4991xGjRrFqFGjePvttwEYOnQoO3fuxFpLfn7+nilxLr30UhYsWNCm9YskI428LiIN8saqqCSNgE8zYDXZ/Jth06ct+55dh8LpdzS62XXXXceRRx7JTTfdtM/y6dOnc8MNNzB27FjWrl3LpEmTWLFiBccffzxvv/02ffr0oX///rz55ptMmzaNd999lwceeKBl90GkA1KwEpEG+WJVVFm1WCWr7Oxspk2bxsyZMwmF9l7ZuWDBApYvX77neUlJCbt372bcuHEsWrSIPn36cO211zJr1izWr19PXl4emZmZbuyCSFJRsBKRBvniLVaZarFqugRallrT9ddfz/Dhw7niiiv2LIvFYixevHifsAVwwgkncN9997F27Vpuv/125syZw9NPP824cePaumyRpKQjpYg0yG+r1ccqyeXl5XH++efz0EMP7Vk2ceJE7r333j3PP/roI8CZuHnbtm2sXLmS/v37M3bsWO666y4FK5EEKViJSIOKT/gfVhx7p4JVkpsxY8Y+VwfOnDmTpUuXcuSRR3L44Yfz4IMP7ll3zDHHMGjQIADGjRvH+vXrGTt2bJvX7JZv7pjMN3dMdrsMSVI6FSgiDTpnQur8Qe1oSktL9zzu0qUL5eXle54XFBTw5JNP1vm6Rx55ZM/jMWPGEIvF6txORA6kFisRERGRFqJgJSIiItJCFKxEREREWoiClYhIK7HWul1Cq+nI+ybSHApWIiKtIBgMUlxc3CEDiLWW4uJigkFNzC2yP10VKCLSCnr27ElRURFbt251u5RWEQwG6dmzp9tliLQ7ClYiIq3A7/fTr18/t8sQkTamU4EiIiIiLUTBSkRERKSFKFiJiIiItBDTHq5YMcZsBda04FsWANsa3artqJ6GqZ6GddR6+lhrO7fA+7iuhY5h7e373FTaj/ZF+9E66j1+tYtg1dKMMUuttSPdrqOG6mmY6mmY6kkNHeVz1X60L9qPtqdTgSIiIiItRMFKREREpIV01GA1y+0C9qN6GqZ6GqZ6UkNH+Vy1H+2L9qONdcg+ViIiIiJu6KgtViIiIiJtLimClTHmr8aYLcaYz2otG2aMedcY85ExZqkxZnR8eV9jTEV8+UfGmAdrvWaEMeZTY8wqY8xMY4xpwXqOMsYsjr//88aY7Frrbol/zS+MMZPcrKeNPp9expg3jDErjDHLjDHT48vzjDGvGmNWxu9z2+IzOth6WvszaqCe8+LPY8aYkfu9xo3Pp8562uJnqKNq6Hdgv+1Oi3+vVxljbq61/E5jzOfGmE+MMXOMMZ3arPh962vuftT7s97a6qup1noT/9ldFf+chyf62rbUzP044G+GW5q6H/Udt9oFa227vwEnAMOBz2otewU4Pf74DGBh/HHf2tvt9z5LgOMAA8yveX0L1fMecGL88ZXAr+OPDwc+BgJAP2A14HWxnrb4fLoBw+OPs4Av45/D74Cb48tvBn7bFp9RE+pp1c+ogXoGA4cCC4GRtbZ36/Opr55W/xnqqLf6fub228Yb/x73B9Li3/vD4+smAr7449/W9fok2Y86f7baoO56a6q1zRnxn10DHAv8J9HXJsN+xNcd8Dcj2fajvuOWm/tTc0uKFitr7SJg+/6LgZpWoRxgQ0PvYYzpBmRbaxdb5zsxG5jagvUcCiyKP34VODf+eArwhLW2ylr7NbAKGO1iPXVq4Xo2Wms/iD/eDawAeuB8Fg/HN3u41vu36mfUhHrq1Nr1WGtXWGu/qOMlrnw+DdRTp5b8GerAEvmZGw2sstZ+Za2tBp6Ivw5r7SvW2kh8u3eBnq1bbr2aux8H9bPVguqtqZYpwGzreBfoFP/ZTuS1baU5+1Hf3ww3NHk/Gjiuuy4pglU9rgfuNMasA+4Cbqm1rp8x5kNjzL+NMePiy3oARbW2KaJlvwmfAWfHH58H9Kr1ddfV8XXdqgfa8PMxxvQFjgb+A3Sx1m4E5485UFjra7fJZ5RgPdBGn9F+9dTHrc+nIW78jnUEDf3M1ajv+72/K3H+k3dDS+5HW0qkpoZ+39rL/jRnP9qTFtmPgzhutQmf2wU0w7XADdbaZ4wx5wMPAacAG4He1tpiY8wI4F/GmCE4zYj7a8lLIq8EZhpjfgnMBarjy+v7um7V02afjzEmE3gGuN5aW9JAd5s2+YwOop42+Yz2r6ehTev5um7V49bvWFIwxiwAutax6ueJvkUdy/b5HI0xPwciwGMHV13i2mI/XJBITW4dsw9Gc/ajPWn2fhzEcavNJHOwugyo6az2T+AvANbaKqAq/vh9Y8xqYBBOyq3dbN6TRk4fHgxr7ec4/R8wxgwCJsdXFbFva1HN13Wlnrb6fIwxfpwf9sestc/GF2+uacKNN0lviS9v9c/oYOppi8+onnrq49bnUye3fseShbX2lPrWGWPq+x2orb7vd817XAacCUyIn3JtFa29Hy5JpKb6tklL4LVtpTn70Z40az8O8jjaZpL5VOAG4MT445OBlQDGmM7GGG/8cX9gIPBVvLl6tzHmWOM0VUwDnmupYowxhfF7D/ALoOZKqbnABcaYgDGmX7yeJW7V0xafT/z1DwErrLW/r7VqLk4gJn7/XK3lrfYZHWw9rf0ZNVBPfdz6fOrb3pXfsQ6ivt+B2t4DBhpj+hlj0oAL4q/DGHMa8FPgbGtteRvUW59m7YeLEqlpLjDNOI4FdsV/ttvT/jRnP9qTJu9HE46jbce2gx70jd2Af+CcfgjjpNfvAmOB93GuIvgPMCK+7bnAsvjyD4Czar3PSJy+R6uBe4kPkNpC9UzHuSrhS+CO2u+N03S+GviCWldJuVFPG30+Y3Gaaj8BPorfzgDygddwQvBrQF5bfEYHW09rf0YN1POt+PevCtgMvOzy51NnPW3xM9RRbw38zHUHXqy13Rnx393VwM9rLV+F09+k5vv0YJLuR70/621Q+wE1Ad8Hvh9/bID74us/Zd8rYuvcH5e+B83ZjwP+ZiTbftR33HLze1Jz08jrIiIiIi0kmU8FioiIiLQrClYiIiIiLUTBSkRERKSFKFiJiIiItBAFKxEREZEWomAlIiIi0kIUrERERERaiIKViIiISAv5/yWRRArR1AfDAAAAAElFTkSuQmCC\n", "text/plain": [ "<Figure size 720x360 with 2 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = profiles(tracer, file)" ] }, { "cell_type": "code", "execution_count": 74, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 1080x360 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = thalweg_plots(tracer, file, cmap, cdiff, vmax, vmin, dvmax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Alkalinity" ] }, { "cell_type": "code", "execution_count": 75, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 1080x504 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tracer = 'total_alkalinity'\n", "file = 'carp'\n", "month = '12'\n", "cmap = cm.ice_r\n", "cmap.set_bad('#8b7765')\n", "cdiff = cm.balance\n", "vmax = 2300\n", "vmin = 1900\n", "dvmax = 100\n", "fig = surface_plots(tracer, file, month, cmap, cdiff, vmax, vmin, dvmax)" ] }, { "cell_type": "code", "execution_count": 76, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2191.077701460487 2191.087090088419\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 720x360 with 2 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = profiles(tracer, file)" ] }, { "cell_type": "code", "execution_count": 77, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 1080x360 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = thalweg_plots(tracer, file, cmap, cdiff, vmax, vmin, dvmax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Fraser Tracer" ] }, { "cell_type": "code", "execution_count": 78, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 1080x504 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tracer = 'Fraser_tracer'\n", "file = 'carp'\n", "month = '12'\n", "cmap = cm.amp\n", "cdiff = cm.balance\n", "vmax = 20\n", "vmin = 0\n", "dvmax = 2\n", "fig = surface_plots(tracer, file, month, cmap, cdiff, vmax, vmin, dvmax, dl=3,\n", " zoom=[320, 500, 290, 398])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Oxygen" ] }, { "cell_type": "code", "execution_count": 79, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 1080x504 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tracer = 'dissolved_oxygen'\n", "file = 'carp'\n", "month = '12'\n", "cmap = cm.oxy\n", "cmap.set_bad('#8b7765')\n", "cdiff = cm.balance\n", "vmax = 250\n", "vmin = 50\n", "dvmax = 50\n", "fig = surface_plots(tracer, file, month, cmap, cdiff, vmax, vmin, dvmax)" ] }, { "cell_type": "code", "execution_count": 80, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "258.6935390008605 258.6857708122406\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 720x360 with 2 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = profiles(tracer, file)" ] }, { "cell_type": "code", "execution_count": 81, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 1080x360 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = thalweg_plots(tracer, file, cmap, cdiff, vmax, vmin, dvmax)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "py39", "language": "python", "name": "py39" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.2" } }, "nbformat": 4, "nbformat_minor": 4 }