diff --git a/notebooks/check_in_netcdf_file.nc b/notebooks/check_in_netcdf_file.nc new file mode 100644 index 0000000..d0c939f Binary files /dev/null and b/notebooks/check_in_netcdf_file.nc differ diff --git a/notebooks/merge_climate_datasets_exercise.ipynb b/notebooks/merge_climate_datasets_exercise.ipynb index 9be1adf..7b263d4 100644 --- a/notebooks/merge_climate_datasets_exercise.ipynb +++ b/notebooks/merge_climate_datasets_exercise.ipynb @@ -48,13 +48,15 @@ " cfeature = None\n", "\n", "TEMP_URL = \"https://psl.noaa.gov/thredds/dodsC/Datasets/ncep.reanalysis/surface/air.sig995.2020.nc\"\n", - "PRECIP_URL = \"https://psl.noaa.gov/thredds/dodsC/Datasets/cpc_global_precip/precip.2020.nc\"\n", + "PRECIP_URL = (\n", + " \"https://psl.noaa.gov/thredds/dodsC/Datasets/cpc_global_precip/precip.2020.nc\"\n", + ")\n", "\n", "LAT_RANGE = (20, 50) # degrees North\n", "LON_RANGE_360 = (230, 300) # degrees East (equivalent to -130° to -60°)\n", "LON_RANGE_180 = (-130, -60) # convenience if a dataset uses -180° to 180°\n", "\n", - "TIME_RANGE = slice(\"2020-06-01\", \"2020-06-30\")\n" + "TIME_RANGE = slice(\"2020-06-01\", \"2020-06-30\")" ] }, { @@ -80,7 +82,9 @@ "source": [ "# TODO: load the air temperature and precipitation datasets.\n", "# Example: air = xr.open_dataset(..., chunks={\"time\": 8})\n", - "raise NotImplementedError(\"Assign datasets to `air` and `precip`.\")\n" + "air = xr.open_dataset(TEMP_URL, chunks={\"time\": 8})\n", + "precip = xr.open_dataset(PRECIP_URL, chunks={\"time\": 8})\n", + "# raise NotImplementedError(\"Assign datasets to `air` and `precip`.\")" ] }, { @@ -106,7 +110,13 @@ "outputs": [], "source": [ "# TODO: subset both datasets using `sel`, handling coordinate ordering as needed.\n", - "raise NotImplementedError(\"Create `air_us` and `precip_us`.\")\n" + "air_us = air.sel(\n", + " lat=slice(LAT_RANGE[1], LAT_RANGE[0]), lon=slice(LON_RANGE_360[0], LON_RANGE_360[1])\n", + ")\n", + "precip_us = precip.sel(\n", + " lat=slice(LAT_RANGE[1], LAT_RANGE[0]), lon=slice(LON_RANGE_360[0], LON_RANGE_360[1])\n", + ")\n", + "# raise NotImplementedError(\"Create `air_us` and `precip_us`.\")" ] }, { @@ -131,7 +141,8 @@ "outputs": [], "source": [ "# TODO: use xr.resample to create daily means.\n", - "raise NotImplementedError(\"Create `air_daily`.\")\n" + "air_daily = air_us[\"air\"].resample(time=\"D\").mean()\n", + "# raise NotImplementedError(\"Create `air_daily`.\")" ] }, { @@ -156,7 +167,8 @@ "outputs": [], "source": [ "# TODO: interpolate the resampled temperature field onto the precipitation grid.\n", - "raise NotImplementedError(\"Create `air_interp`.\")\n" + "air_interp = air_daily.interp(lat=precip_us.lat, lon=precip_us.lon, method=\"linear\")\n", + "# raise NotImplementedError(\"Create `air_interp`.\")" ] }, { @@ -181,7 +193,9 @@ "outputs": [], "source": [ "# TODO: build datasets and merge them into one object named `merged`.\n", - "raise NotImplementedError(\"Create `merged`.\")\n" + "air_ds = air_interp.to_dataset(name=\"air_temperature\")\n", + "merged = xr.merge([air_ds, precip_us]).rename({\"precip\": \"daily_precip\"})\n", + "# raise NotImplementedError(\"Create `merged`.\")" ] }, { @@ -203,12 +217,28 @@ "validation" ] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Size: 25MB\n", + "Dimensions: (time: 366, lat: 60, lon: 140)\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 3kB 2020-01-01 ... 2020-12-31\n", + " * lat (lat) float32 240B 49.75 49.25 48.75 ... 21.25 20.75 20.25\n", + " * lon (lon) float32 560B 230.2 230.8 231.2 ... 298.8 299.2 299.8\n", + "Data variables:\n", + " air_temperature (time, lat, lon) float32 12MB dask.array\n", + " daily_precip (time, lat, lon) float32 12MB dask.array\n" + ] + } + ], "source": [ "# The assertions below should pass once you have completed the exercise.\n", "assert set(merged.data_vars) == {\"air_temperature\", \"daily_precip\"}\n", "assert merged.air_temperature.dims == merged.daily_precip.dims\n", - "print(merged)\n" + "print(merged)" ] }, { @@ -224,9 +254,109 @@ ] }, { - "cell_type": "markdown", - "id": "d1c320a1", + "cell_type": "code", + "execution_count": null, + "id": "347864cf", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "import cartopy.crs as ccrs\n", + "import cartopy.feature as cfeature\n", + "import numpy as np\n", + "\n", + "data_for_first_graph = merged.sel(time=\"2020-01-01\")\n", + "fig, axes = plt.subplots(\n", + " 2, 1, figsize=(14, 6), subplot_kw={\"projection\": ccrs.PlateCarree()}\n", + ")\n", + "ax0 = axes[0]\n", + "data_for_first_graph[\"air_temperature\"].plot.pcolormesh(\n", + " ax=ax0,\n", + " transform=ccrs.PlateCarree(),\n", + " x=\"lon\",\n", + " y=\"lat\",\n", + " cbar_kwargs={\"label\": \"Air Temperature (K)\"},\n", + ")\n", + "ax0.set_title(f\"Air Temp {data_for_first_graph.time.dt.strftime('%Y-%m-%d').item()}\")\n", + "ax0.coastlines()\n", + "ax0.add_feature(cfeature.BORDERS, linestyle=\":\")\n", + "ax0.add_feature(cfeature.STATES, linewidth=0.5)\n", + "ax1 = axes[1]\n", + "data_for_first_graph[\"daily_precip\"].plot.pcolormesh(\n", + " ax=ax1,\n", + " transform=ccrs.PlateCarree(),\n", + " x=\"lon\",\n", + " y=\"lat\",\n", + " cbar_kwargs={\"label\": \"Precipitation (mm)\"},\n", + ")\n", + "ax1.set_title(\n", + " f\"Daily Precipitation {data_for_first_graph.time.dt.strftime('%Y-%m-%d').item()}\"\n", + ")\n", + "ax1.coastlines()\n", + "ax1.add_feature(cfeature.BORDERS, linestyle=\":\")\n", + "ax1.add_feature(cfeature.STATES, linewidth=0.5)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "97c3d0e5", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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f/oDS0lK8+eabbhoEkkQ4e/ZsLFq0CC+//DKOHTuGkydP4rbbbjP8/bKyMkMVNWTnzGKxYOPGjVKjrG5TY2eNxLfK0PsdAKIBNMK6deuwd+9erF+/3jnbCiCgerBqW7755hth+969ewFA+jsgJBqheSXET2w2G1577TUMHjwYL774ovD3v//973jsscewevVqXHrppSFvz9SpU5GcnIyvvvoqKGEIRvjjH//odqxNmzZh9+7duOmmmwAA55xzDrKzs7Fjxw5pQogRLBYLFEURzMeLL74Im83mts3bzFBJSQk+//xzt21ffvklampqDN20g9GX4cOH46yzzsIrr7wCm82G48eP44YbbtD9fH5+PmbNmoWtW7diyZIlQS3/ZLPZ8KMf/QhtbW1ubwcsFgtSU1PdjGBzc7O02oBR+vfvj6uuugpLly5Fd3c3LrvsMhQXFwfUfiNceumlWLRoEb7++mtcffXVup8bP348evfujWXLluHaa681/TC5fft2bN261S104PXXX0dmZqYzAUuG3nhVj+855p977jmv++jRo4fXdl5wwQV46KGHsGXLFrd2qZUfJk+e7PX7hEQLNK+E+Mnq1auxd+9eLF682K3UksqoUaPw9NNP46WXXgqLeS0pKcGvf/1rPPDAA6irq8O3v/1t5OTkYN++ffj444+dM3rBZPPmzbjppptw1VVXoampCQ888AAGDBiAOXPmAHDE/z711FOYOXMm2tvbceWVV6Jfv35obW3F1q1b0draimeffdbrMbKysnDeeefhkUceQd++fVFSUoINGzbgpZdeEgq7q6ubPf/888jMzER6ejpKS0vRp08f/PCHP8QPfvADzJkzB1dccQV2796Nhx9+WMhY1yMYfQEclSVuvfVW7N27F+PHj8fQoUPd/n7WWWfh0ksvxemnn46cnBxUV1fj97//Pc4++2yncV2+fDluvPFGvPzyy7j++ut9HnPfvn3473//C0VR0NnZ6VykYOvWrbj77rtx8803Oz976aWXYuXKlZgzZw6uvPJKNDU14Te/+Q369+9vOIZbxo9//GNn7WNt3G8oOeecc3DLLbfghhtuwObNm3HeeechIyMD33zzDf7973+joqICs2fPRq9evfDYY4/hpptuwoUXXoibb74Z+fn52LVrF7Zu3Yqnn37a63EKCwvxne98B/Pnz0f//v3xhz/8Ae+//z4WL17s9WGjoqICAPDEE09g5syZSElJwdChQzF+/Hjk5OTgtttuw69+9SukpKTgj3/8I7Zu3aq7j8WLF2PatGlISkrC6aefjtTUVOGzd999N5YvX45LLrkEv/71rzFo0CD84x//wNKlSzF79mwMGTLEjLyERI4IJosREtN897vfVVJTU5WWlhbdz1x77bVKcnKy0tzcrCiKfrUBtWKAGfS++8477yiTJ09WsrKylLS0NGXQoEHKlVdeqfzrX/9yfmbmzJlKRkaGsM+JEycqI0eOFLYPGjRIueSSS4Rjv/fee8oPf/hDJTs7W+nRo4dy8cUXK7W1tcL3N2zYoFxyySVKbm6ukpKSogwYMEC55JJLlLfeesv5GTWTu7W1Vfj+nj17lCuuuELJyclRMjMzlW9/+9vKF198Ia0gsGTJEqW0tFRJSkpyy+622+3Kww8/rJSVlSnp6enKuHHjlHXr1ulWG9C2zWxfvHHw4EGlR48eCgDlhRdeEP4+b948Zdy4cUpOTo6SlpamlJWVKXfffbeyf/9+52dU/bWZ63oAcP7ParUqWVlZSkVFhXLLLbcoH330kfQ7ixYtUkpKSpS0tDRl+PDhygsvvKCbae+r2oCWkpISZfjw4T7brOLrXKh4GzuKoigvv/yyctZZZykZGRlKjx49lMGDByvXX3+9snnzZrfP/fOf/1QmTpyoZGRkKD179lRGjBihLF68WDiOFvW38fbbbysjR45UUlNTlZKSEuXxxx93+5yeNvfff79SWFioWK1Wt0oZmzZtUs4++2ylZ8+eSl5ennLTTTcpW7ZsEfZx/Phx5aabblLy8vIUi8XiVr1A9vvYvXu3ct111yl9+vRRUlJSlKFDhyqPPPKIYrPZhLY+8sgjgpae1zBCIoFFUSSppoQQ4oVXX30VN9xwAz755JO4Xd2LBJfPP/8co0ePxjPPPOOcmY8HSkpKMGrUKPz973+PdFMISRgYNkAIISRkfPXVV9i9ezd+9rOfoX///l5X5CKEECOwzishhJCQ8Zvf/AYXXXQRDh8+jLfeeitoCWeEkMSFYQOEEEIIISRm4MwrIYQQQgiJGWheCSGEEEJIzEDzSgghhBBCYoa4rzZgt9uxd+9eZGZmBmUJTkIIIYQQElyUU4uoFBYWwmr1Prca9+Z17969KCoqinQzCCGEEEKID5qamjBw4ECvn4l785qZmQnAIUZWVpb0MzabDdu3b8fIkSORlJQUzuZFLdREDnURoSYi1EQOdRGhJnKoi0i8a3Lo0CEUFRU5fZs34t68qqECWVlZXs1rr169kJWVFZcDwh+oiRzqIkJNRKiJHOoiQk3kUBeRRNHESIhn3Nd5PXToEHr37o2DBw/qmldFUXDs2DGkp6czLvYU1EQOdRGhJiLURA51EaEmcqiLSLxrYsSvqbDawClSU1Mj3YSog5rIoS4i1ESEmsihLiLURA51EaEmDmhe4ahIsG3bNtjt9kg3JWqgJnKoiwg1EaEmcqiLCDWRQ11EqIkLmldCCCGEEBIz0LwSQgghhJCYgeaVEEIIIYTEDKw2AEcGn91uh9VqjcsMPn+gJnKoiwg1EaEmcqiLCDWRQ11E4l0TVhvwg+7u7kg3IeqgJnKoiwg1EaEmcqiLCDWRQ11EqIkDmlc4MvhqamqYwaeBmsihLiLURISayKEuItREDnURoSYuaF4JIYQQQkjMQPNKCCGEEEJiBprXU8TzOsH+Qk3kUBcRaiJCTeRQFxFqIoe6iFATB6w2QAghhBBCIgqrDZhEURQcOnQIce7jTUFN5FAXEWoiQk3kUBcRaiKHuohQExc0r3Bk8NXV1TGDTwM1kUNdRKiJCDWRQ11EqIkc6iJCTVwkR7oBhBBC4pOqxg7U7+9Cad8MVBbnRLo5hJA4geaVEEJI0Fm0uhrLNtQ5/33bxDLcO2VIBFtECIkXGDZwivT09Eg3IeqgJnKoiwg1EUlkTaoaO9yMKwAs21CHrU0H0HFcwV8++xpVjR0Ral30kchjxRvURYSaOGC1AUIIIUFl5ZY9uGfFVmH7+cPysG5nq/Pft00sw7xpw8PZNEJIlMJqAyax2+1oa2tjELQGaiKHuohQE5FE16S0b4Z0+/qdLSjLVGCFY85k2Ya6hJ+BTfSxogd1EaEmLmhe4Sg/0dTUxPITGqiJHOoiQk1EEl2TyuIc3DaxTNhutQDj8uywWlzb6vd3hbFl0UeijxU9qIsINXFB80oIISTozJs2HIuvqPD5Ob1ZWkII0YPmlRBCSEhISfJ+i5k9sYwltAghpmGprFNkZmZGuglRBzWRQ11EqIkINRFnVRUA+45YcPvkwZg0rIDG9RQcK3Koiwg1ccBqA4QQQkKGZ73X2RPLMJcVBgghHpjxa5x5hSODr6WlBf369YPVykgKgJroQV1EqIkINXExb9pwTB1ZgPr9XSjp0xOFad2w2+0Jr4sKx4oc6iJCTVwkdu9PoSgKmpubmcGngZrIoS4i1ESEmrhTWZyDGWMHYvTA3tTFA44VOdRFhJq4oHklhBBCCCExA80rIYQQQgiJGWheAVgsFuTm5sJisfj+cIJATeRQFxFqIkJN5FAXEWoih7qIUBMXrDZACCGEEEIiihm/xplXODL4GhsbuV6wBmoih7qIUBMRaiKHuohQEznURYSauKB5hSODr729nRl8GqiJHOoiQk1EqIkc6iJCTeRQFxFq4oLmlRBCCCGExAw0r4QQQgghJGbgCltwZPAVFBQwg08DNZFDXUSoiQg1keOpS1VjB+r3d6G0bwYqi3Mi3LrIwLEih7qIUBMXrDZACCEk7CxaXY1lG+qc/75tYhnmTRsewRYRQiIJqw2YxGaz4auvvoLNZot0U6IGaiKHuohQExFqIkfVZUtDm5txBYBlG+pQ1dgRoZZFDo4VOdRFhJq4oHk9RWdnZ6SbEHVQEznURYSaiFATOZ2dnWho65L+rX6/fHu8w7Eih7qIUBMHNK+EEELCSkmfDOn20r7y7YQQooXmlRBCSFgZXZSN2yaWuW2bPbEsYZO2CCHmYLUBODL4ioqKmMGngZrIoS4i1ESEmsjR6jJv2nBMHVnAagMcK1Koiwg1ccFqA4QQQgghJKKw2oBJbDYbdu7cyQw+DdREDnURoSYi1EQOdRGhJnKoiwg1cUHzeopjx45FuglRBzWRQ11EqIkINZFDXUSoiRzqIkJNHNC8EkIIIYSQmIHmlRBCCCGExAw0rwCsVivKyspgtVIOFWoih7qIUBMRaiKHuohQEznURYSauIioAidPnsTPf/5zlJaWokePHigrK8Ovf/1r2O1252cURcH8+fNRWFiIHj16YNKkSdi+fXtQ22GxWJCVlcXyExqoiRzqIkJNRKiJHOoiQk3kUBcRauIiouZ18eLFWLZsGZ5++mlUV1fj4YcfxiOPPIKnnnrK+ZmHH34Yjz/+OJ5++ml88sknKCgowEUXXRTUJdJsNhu2bdvGDD4N1EQOdRGhJiLURA51EaEmcqiLCDVxEVHz+tFHH+Hyyy/HJZdcgpKSElx55ZWYMmUKNm/eDMAx67pkyRI88MADmDFjBkaNGoXXXnsNR44cweuvvx7UtnAwiFATOdRFhJqIUBM51EWEmsihLiLUxEFEV9g699xzsWzZMnz55ZcYMmQItm7din//+99YsmQJAKC+vh7Nzc2YMmWK8ztpaWmYOHEiNm3ahFtvvVXY5/Hjx3H8+HHnvw8dOgTAccLVk26xWGC1WmG326EoCmw2GxRFgd1uR1JSkjA41M97brdarbBYLNLtANzCH7xtT0pKch7fc7vaRl/bPfvkq+1G+qRqE099MtJ2X33S6hIvfQrkPKnf9dxHLPcp0POk/n7U78ZDn7Rt9Pc8aa8r8dInzzb62ye9+1Ms98mzjWb6BEC41sZ6nwI9T9rriufnY7VP2u1mjHlEzevcuXNx8OBBDBs2zGkaf/vb3+J73/seAKC5uRkAkJ+f7/a9/Px87N69W7rPhx56CAsWLBC2b9++Hb169QIA5Obmori4GHv27EF7ezsURUF7eztaW1tRWFiIhoYGt7CEoqIi9OnTB7W1tW411srKypCVlYUdO3a4iT506FCkpqZi27Ztbm2oqKhAd3c3ampqnNuSkpJQUVGBzs5O1NXVObenp6dj2LBh6OjoQFNTk3N7ZmYmBg8ejJaWFqc+sj6pFBQUoKCgwHSfqqur0d7eju3bt8NiscRFn4Jxng4fPuymSzz0KdDzlJPjWNZz79696OjoiIs+BXqe1GvK4cOHkZ2dHRd9CsZ5UnWprq7G6NGj46JPgZ6n1tZWt2tKPPQpGOcpOzsbBw8edOoSD30K9DyphvL48eOora2Niz4BrvNkJp8posvD/ulPf8K9996LRx55BCNHjsRnn32Gu+66C48//jhmzpyJTZs24ZxzzsHevXvRv39/5/duvvlmNDU14d133xX2KZt5LSoqQnt7u3O5Mc+nC0VRcOzYMfTo0YMzr6f6dPLkSRw7dgzp6enOz8Z6n4Jxnux2O44cOeLUJR76FOh5AoDu7m6kpqYaanss9CnQ86ReU3r27Knb11jrk7aN/p4nVZf09HQkJyfHRZ8822i2TzabDUePHnVeU+KhT8E4TxaLBUeOHEFaWprzWhvrfQr0PCmKgu7ubqSnp0vbGIt90m4/cOAAcnNzDS0PG1HzWlRUhHnz5uH22293bnvwwQfxhz/8ATt37kRdXR0GDx6MLVu2oLKy0vmZyy+/HNnZ2Xjttdd8HsPIWrnqCVcFJ9RED+oiQk1EqIkc6iJCTeRQF5F418SIX1OJaMLWkSNHnI5bRX0aAIDS0lIUFBTg/fffd/69u7sbGzZswPjx44PWDrvdjm3btglPA4kMNZFDXUSoiQg1kUNdRKiJHOoiQk1cRDTm9bLLLsNvf/tbFBcXY+TIkaiqqsLjjz+OG2+8EYBjSvquu+7CwoULUV5ejvLycixcuBA9e/bEddddF8mmE0IIIYSQCBBR8/rUU0/hF7/4BebMmYOWlhYUFhbi1ltvxS9/+UvnZ+677z4cPXoUc+bMQUdHB8466yy89957yMzMjGDLCSGEEEJIJIioec3MzMSSJUucpbFkWCwWzJ8/H/Pnzw9buwghhBBCSHQS0YStcMCELf+gJnKoiwg1EaEmcqiLCDWRQ11E4l2TmEnYiia6u7sj3YSog5rIoS4i1ESEmsihLiLURA51EaEmDmhe4cjgq6mpYQafBmoih7qIUBMRaiKHuohQEznURYSauKB5JYQQQgghMQPNKyGEEEIIiRloXk+RlJQU6SZEHdREDnURoSYi1EQOdRGhJnKoiwg1ccBqA4QQQgghJKKw2oBJFEXBoUOHEOc+3hTURA51EaEmItREDnURoSZyqIsINXFB8wpHBl9dXR0z+DRQEznURYSaiFATOdRFhJrIoS4i1MQFzSshhBBCCIkZaF4JIYQQQkjMQPN6ivT09Eg3IeqgJnKoiwg1EaEmcqiLCDWRQ11EqIkDVhsghBBCCCERhdUGTGK329HW1sYgaA3URA51EaEmItREDnURoSZyqIsINXFB8wpH+YmmpiaWn9BATeRQFxFqIkJN5FAXEWoih7qIUBMXNK+EEEIIISRmoHklhBBCCCExA83rKTIzMyPdhKiDmsihLiLURISayKEuItREDnURoSYOWG2AEEIIIYREFFYbMIndbkdzczMz+DRQEznURYSaiFATOdRFhJrIoS4i1MQFzSscGXzNzc3M4NNATeRQFxFqIkJN5FAXEWoih7qIUBMXNK+EEEIIISRmoHklhBBCCCExA80rAIvFgtzcXFgslkg3JWqgJnKoiwg1EaEmcqiLCDWRQ11EqIkLVhsghBBCCCERhdUGTGK329HY2MgMPg3URA51EaEmIsHSpKqxAyu37EFVY0eQWhZZOFZEqIkc6iJCTVzQvMKRwdfe3s4MPg3URA51EaEmIr40MWJKF62uxvSlm3DPiq2YvnQTFq2uDlVzwwbHigg1kUNdRKiJi+RIN4AQQhKJRaursWxDnfPft00sw7xpw90+U9XY4fYZAFi2oQ5TRxagsjgnLO0khJBohTOvhBASJvRMqecMbP3+Lun39bYTQkgiQfMKRwZfQUEBM/g0UBM51EWEmojoaWLUlJb2zZB+Tm97rMCxIkJN5FAXEWriguYVgNVqRUFBAaxWyqFCTeRQFxFqIqKniVFTWlmcg9smlrltmz2xLOZDBjhWRKiJHOoiQk1cUAEANpsNX331FWw2W6SbEjVQEznURYSaiOhpYsaUzps2HKvmjMfjV4/GqjnjMdcjLjYW4VgRoSZyqIsINXHBhK1TdHZ2RroJUQc1kUNdRKiJiJ4m86YNx9SRBajf34XSvhleZ1Mri3NifrbVE44VEWoih7qIUBMHNK+EEBJm4tGUEkJIuGDYACGEEEIIiRk48wpHBl9RUREz+DRQEznURYSaiCSiJlWNHT5DIRJRF19QEznURYSauLAocb5Ug5m1cgkhhJjHyMILhBDiDTN+jWEDcGTw7dy5kxl8GqiJHOoiQk1EEkkTowsvAImli1GoiRzqIkJNXNC8nuLYsWORbkLUQU3kUBcRaiKSKJqYXQ0sUXQxAzWRQ11EqIkDmldCCCF+E6+rgRFCoheaV0IIIX4Tr6uBEUKiFyZsAVAUBZ2dncjMzGQW3ymoiRzqIkJNRBJREyPVBhJRF19QEznURSTeNTGTsEXzSgghhBBCIgqrDZjEZrNh27ZtzODTQE3kUBcRaiJCTeRQFxFqIoe6iFATFzSvp+BgEKEmcqiLCDURoSZyqIsINZFDXUSoiQOaV0IIIYQQEjPQvBJCCCGEkJiBCVtwZPAdO3YM6enpcZnB5w/URA51EaEmItREDnURoSZyqItIvGvChC0/SE1NjXQTog5qIoe6iFATEWoih7qIUBM51EWEmjigeQVgt9uxbds22O32SDclaqAmcqiLCDURoSZyqIsINZFDXUSoiQuaV0IIIYQQEjPQvBJCCCGEkJiB5pUQQgghhMQMrDYARwaf3W6H1WqNyww+f6AmcqiLCDURoSZyqIsINZFDXUTiXRNWG/CD7u7uSDch6qAmcqiLCDURoSZyqIsINZFDXUSoiQOaVzgy+GpqapjBp4GayKEuItREhJrIoS4i1EQOdRGhJi5oXgkhhBBCSMxA80oIIYQQQmIGmtdTJCUlRboJUQc1kUNdRKiJCDWRQ11EqIkc6iJCTRyw2gAhhBBCCIkorDZgEkVRcOjQIcS5jzcFNZFDXUSoiQg1kUNdRKiJHOoiQk1c0LzCkcFXV1fHDD4N1EQOdRGhJiLURA51EaEmcqiLCDVxQfNKCCGEEEJiBppXQgghhBASM9C8niI9PT3STYg6qIkc6iJCTUSoiRzqIkJN5FAXEWrigNUGCCGEEEJIRGG1AZPY7Xa0tbUxCFoDNZFDXUSoiQg1kUNdRKiJHOoiQk1c0LzCUX6iqamJ5Sc0UBM51EWEmohQEznURYSayKEuItTEBc0rIYQQQgiJGWheCSGEEEJIzEDzeorMzMxINyHqoCZyqIsINRGhJnKoiwg1kUNdRKiJA1YbIISQEFHV2IH6/V0o7ZuByuKcSDeHEEKiFlYbMIndbkdzczMz+DRQEznURYSaiNjtdjz9j09wxdL/4J4VWzF96SYsWl0d6WZFHI4VEWoih7qIUBMXNK9wZPA1Nzczg08DNZFDXUSoichnjR1o/PobWC2ubcs21KGqsSNyjYoCOFZEqIkc6iJCTVzQvBJCSJBpaOuSbq/fL99OCCHEODSvhBASZEr6ZEi3l/aVbyeEEGIcmlcAFosFubm5sFgsvj+cIFATOdRFhJqIjCnOQWlhPrSRabMnliV80hbHigg1kUNdRKiJC1YbIISQEMFqA4QQYgxWGzCJ3W5HY2MjM/g0UBM51EWEmoiomowe2Bszxg6MmHGtauzAyi17oiZRjGNFhJrIoS4i1MQFzSscGXzt7e3M4NNATeRQFxFqIhINmixaXY3pSzdFVamuaNAl2qAmcqiLCDVxQfNKCCFxRlVjB5ZtqHPbxlJdhJB4geaVEELiDL2SXCzVRQiJB2he4cjgKygoYAafBmoih7qIUBORSGuiV5Ir0qW6Iq1LNEJN5FAXEWrigtUGCCEkDlm0utotdGD2xDLMnTY8gi0ihBB9WG3AJDabDV999RVsNlukmxI1UBM51EWEmohEgybzpg3Hqjnj8fjVo7FqzvioMK7RoEu0QU3kUBcRauIi4ub166+/xg9+8AP06dMHPXv2xJgxY/Dpp586/64oCubPn4/CwkL06NEDkyZNwvbt24Pejs7OzqDvM9ahJnKoiwg1EYkGTSqLcyJaqktGNOgSbVATOdRFhJo4CMi8Hj9+PKCDd3R04JxzzkFKSgpWr16NHTt24LHHHkN2drbzMw8//DAef/xxPP300/jkk09QUFCAiy66iCeQEEIIISQBSTbz4TVr1uCNN97Axo0bnYVye/bsibFjx2LKlCm44YYbUFhYaHh/ixcvRlFREV555RXntpKSEud/K4qCJUuW4IEHHsCMGTMAAK+99hry8/Px+uuv49ZbbzXTfEIIIYQQEuMYSth65513MHfuXBw8eBAXX3wxzjzzTAwYMAA9evRAe3s7vvjiC2zcuBEfffQRZs2ahd/85jfIy8vzefARI0Zg6tSp2LNnDzZs2IABAwZgzpw5uPnmmwEAdXV1GDx4MLZs2YLKykrn9y6//HJkZ2fjtddeE/Z5/PhxtxnhQ4cOoaioCO3t7c4AYIvFAqvVCrvdDkVRYLfbceDAAeTk5CA5OVmIJ1E/77ndarXCYrFItwMQVsHQ256UlORsh+d2tY2+tnv2yVfbffXpxIkTOHDgALKzs2G1WuOiT8E4TzabDe3t7U5d4qFPgZ4nRVFw8OBB9O7d2y0LNpb7FOh5Uq8pubm5znET633SttHf86Tqkp2djZSUlLjok2cbzfbp5MmT6OjocF5T4qFPwThPANDW1uZ2rY31PgV6nux2Ow4ePIicHDEMKFb7pN2uXjONJGwZmnlduHAhHn30UVxyySXOg2i5+uqrATjiV5944gksX74cP/nJT3zut66uDs8++yzuuece/OxnP8PHH3+MO++8E2lpabj++uvR3NwMAMjPz3f7Xn5+Pnbv3i3d50MPPYQFCxYI27dv345evXoBAHJzc1FcXIw9e/agvb3d+RmbzYaCggI0NDS4hSUUFRWhT58+qK2txbFjx5zby8rKkJWVhR07dridpKFDhyI1NRXbtm1za0NFRQW6u7tRU1Pj3JaUlISKigp0dnairs6VGZyeno5hw4aho6MDTU1Nzu2ZmZkYPHgwWlpanPp461NBQYFffdq5cydsNhu+/vrruOlTMM5TV1cXvv76a6cu8dCnYJ2nxsbGuOtToOcpLS0t7voUjPPU3Nwcd33y9zzt378fzc3NzmtKPPQpWOepra3NqUu89Ckez1Ow+mQmnymipbJSU1Mxbtw4bNq0ybntzjvvxCeffIKPPvoImzZtwjnnnIO9e/eif//+zs/cfPPNaGpqwrvvvivs05+ZV5vNhl27dqG8vBwpKSkJ82TrrU/d3d3YtWsXTjvtNCQlJcVFn4Jxnk6ePIkvv/zSqUs89CnQ82S32/HVV19h8ODBbg+3sdynQM+Tek0ZMmSI9G1OLPZJ20Z/z5Oqy2mnnYbU1NS46JNnG8326cSJE6itrXVeU+KhT8E4T4qioKamxu1aG+t9CvQ8qdUGysvLhVqvsdon7fagz7yGiv79+2PEiBFu24YPH44///nPABxuH3A8pWvNa0tLizAbq5KWloa0tDRhe1JSkvMHoKK90XZ3d7u9BpYRyu0Wi0W6XTbT7c92f9rY3d0t6BbrfQp0u2rsPXWJ9T4Fep6OHTsGq9Uq3U+s9snbdiNt6e7udt5g4qVPwdiu/n6A+OmTFn/6ZOaaEit9MrNdtm+bzSbVRe/zZrfH6tg7fvy4bttjtU++tsswbV4VRcHbb7+NDz74AC0tLYKDXrlypeF9nXPOOW5T3wDw5ZdfYtCgQQCA0tJSFBQU4P3333fGvHZ3d2PDhg1YvHix2aYTQgghhJAYx7R5/fGPf4znn38ekydPRn5+fkDLlN19990YP348Fi5ciKuvvhoff/wxnn/+eTz//PMAHE8Rd911FxYuXIjy8nKUl5dj4cKF6NmzJ6677jq/j0sIIYQQQmIT0zGvubm5+MMf/oCLL744KA34+9//jvvvvx+1tbUoLS3FPffc46w2ADhmehcsWIDnnnsOHR0dOOuss/DMM89g1KhRhvZvZLkxRVHQ2dmJzMxMrhl8Cmoih7qIUBMRaiKHuohQEznURSTeNTGzPKxp81paWorVq1dj2LBhATUyXJgRgxBCCCGEhB8zfs30Clvz58/HggULcPToUb8bGG3YbDZs27aN6wVroCZyqIsINRGhJnKoiwg1kUNdRKiJC9Mxr1dddRXeeOMN9OvXDyUlJUhJSXH7+5YtW4LWuHDCwSBCTeRQFxFqIkJN5FAXEWoih7qIUBMHps3rrFmz8Omnn+IHP/hBwAlbhBBC9Klq7ED9/i6U9s1AZbG4qk6sHosQQgLBtHn9xz/+gTVr1uDcc88NRXsIIYQAWLS6Gss2uFbLuW1iGeZNGx7zxyKEkEAxHfNaVFQUd4lPVqsVQ4cO1S3Mm4hQEznURYSaiASqSVVjh5uZBIBlG+pQ1dgRjOZF7FgcKyLURA51EaEmLkwr8Nhjj+G+++5DQ0NDCJoTOVJTUyPdhKiDmsihLiLURCQQTer3d5naHgjhPBbAsSKDmsihLiLUxIFp8/qDH/wAH3zwAQYPHozMzEzk5ua6/S8Wsdvt2LZtm7BaWCJDTeRQFxFqIhKoJqV9M0xtD4RwHotjRYSayKEuItTEhemY1yVLloSgGYQQQlQqi3Nw28Qyt9f5syeWhSSRKtjHYuIXISTUmDavM2fODEU7CCGEaJg3bTimjiwIixEM1rGY+EUICQemzatKS0sLWlpahOnr008/PeBGEUIIccyKhmv2MtBj6SV+TR1ZwBlYQkhQMb087KeffoqZM2eiuroanl+1WCxRV0DXyHJjiqLAbrfDarWybu0pqIkc6iJCTUQSUZOVW/bgnhVbhe2PXz0aM8YOBJCYuviCmsihLiLxromZ5WFNz7zecMMNGDJkCF566aW4WqSgu7sb6enpkW5GVEFN5FAXEWoikmiaGE38SjRdjEBN5FAXEWriwHS1gfr6ejz88MM466yzUFJSgkGDBrn9Lxax2+2oqalhBp8GaiKHuohQE5FE1ERN/NLimfiViLr4gprIoS4i1MSF6ZnXCy64AFu3bsVpp50WivYQQgiJUYwmfm1tOoCG9qOsSEAI8QvT5vXFF1/EzJkz8cUXX2DUqFFISUlx+/t3vvOdoDWOEEJIbOEr8euzpgN48M09OKk4Qs5YkYAQYhbT5nXTpk3497//jdWrVwt/i8aELaMkJSVFuglRBzWRQ11EqIkINRHZ2nQAn399CNqINVYk4FjRg7qIUBMHpqsNlJSU4NJLL8UvfvEL5Ofnh6pdQcNM9hohhCQKkVhMwEhFAkJIYhLSagNtbW24++67Y8K4GkVRFHR2diIzMzNuqicECjWRQ11EqIlINGtS1diBJ9fW4oOaVue2cL26L+nTEwU9FOw7Cihw6RKKpWhjhWgeK5GEuohQExemqw3MmDEDH3zwQSjaEjHsdjvq6uqYwaeBmsihLiLURCRaNVm0uhrTl25yM66A49V9VWNHyI8/emBv3Da2F5I0991QLXsbK0TrWIk01EWEmrgwPfM6ZMgQ3H///fj3v/+NiooKIWHrzjvvDFrjCCGEBAfZClha6vd3hcVEjinKxopbK1htgBDiN35VG+jVqxc2bNiADRs2uP3NYrHQvBJCSBRSv7/L69/D+ep+dFE2xpb0CdvxCCHxhWnzWl9fH4p2RByuWCFCTeRQFxFqIhJtmngzp+F8dR9tukQD1EQOdRGhJg5MVxuINVhtgBBCHCxaXe0WOnD+sDzccX45X90TQiKOGb9mKGFr0aJFOHLkiKGD/+9//8M//vEPQ5+NFux2O9ra2hgErYGayKEuItREJFo1mTdtOFbNGY/Hrx6NVXPG4+VZZ4bVuEarLpGEmsihLiLUxIUh87pjxw4UFxdj9uzZWL16NVpbXZmqJ0+exOeff46lS5di/PjxuPbaa2NuhlNRFDQ1NSHOJ6FNQU3kUBcRaiISzZpUFudgxtiBEZltjWZdIgU1kUNdRKiJC0Mxr8uXL8fnn3+OZ555Bt///vdx8OBBJCUlIS0tzTkjW1lZiVtuuQUzZ85EWlpaSBtNCCGEEEISE8MJW6effjqee+45LFu2DJ9//jkaGhpw9OhR9O3bF2PGjEHfvn1D2U5CCCGEEELMVxuwWCwYPXo0Ro8eHYr2RIzMzMxINyHqoCZyqIsINRGhJnKoiwg1kUNdRKiJA1YbIIQQQgghESXo1QbiHbvdjubmZmbwaaAmcqiLCDURoSZyqIsINZFDXUSoiQuaVzgy+Jqbm5nBp4GayKEuItREhJrIoS4i1EQOdRGhJi5oXgkhhBBCSMxA80oIIYQQQmIG09UGurq6sGjRIqxduxYtLS1C7EVdXZ3ON6MXi8WC3NxcWCyWSDclaqAmcqiLCDURoSZyqIsINZFDXUSoiQvT1Qa+973vYcOGDfjhD3+I/v37CyL++Mc/DmoDA4XVBgghhBBCohszfs30zOvq1avxj3/8A+ecc47fDYw27HY79uzZg4EDB8JqZSQFQE30oC4i1ESEmsihLiLURA51EaEmLkz3PicnB7m5uaFoS8RQFAXt7e3M4NNATeRQFxFqIkJN5FAXEWoih7qIUBMXps3rb37zG/zyl7/EkSNHQtEeQgghJqlq7MDKLXtQ1dgR6aYQQkjIMR028Nhjj+Grr75Cfn4+SkpKkJKS4vb3LVu2BK1xhBBCvLNodTWWbXAlyt42sQzzpg2PYIsIISS0mDav3/3ud0PQjMhisVhQUFDADD4N1EQOdRGhJiLB0KSqsQP1+7tQ2jcDlcU5up/RGlcAWLahDlNHFuh+J5JwrIhQEznURYSauDBdbSDWYLUBQkisYXQ2deWWPbhnxVZh++NXj8aMsQND1j4jxpoQQsxgxq/5na726aef4g9/+AP++Mc/oqqqyt/dRAU2mw1fffUVbDZbpJsSNVATOdRFhJqIBKKJ3myqLJ61tG+GdB9624PBotXVmL50E+5ZsRXTl27CotXVhr/LsSJCTeRQFxFq4sK0eW1pacH555+PM844A3feeSd+9KMf4Vvf+hYuuOACtLa2hqKNYaGzszPSTYg6qIkc6iJCTUT81aR+f5fh7ZXFObhtYpnbttkTy0I2G2rGWOvBsSJCTeRQFxFq4sC0eb3jjjtw6NAhbN++He3t7ejo6MAXX3yBQ4cO4c477wxFGwkhJGEwO5s6b9pwrJozHo9fPRqr5ozH3BAma5kx1oQQEipMJ2y9++67+Ne//oXhw10XyBEjRuCZZ57BlClTgto4QghJNNTZVO0Mp6/Z1MrinLDEnkYiTIEQQjwxbV7tdrtQHgsAUlJSYLfbg9KocGOxWFBUVMQMPg3URA51EaEmIoFqMm/acEwdWRB1SVH+GGstHCsi1EQOdRGhJi5MVxu4/PLLceDAAbzxxhsoLCwEAHz99df4/ve/j5ycHKxatSokDfUXVhsghJDgwmoDhJBgE9JqA08//TQ6OztRUlKCwYMH47TTTkNpaSk6Ozvx1FNP+d3oSGKz2bBz505m8GmgJnKoiwg1EYl3TSqLczBj7EDTxjXedfEHaiKHuohQExemwwaKioqwZcsWvP/++9i5cycURcGIESNw4YUXhqJ9YePYsWORbkLUQU3kUBcRaiISS5qEcyY1lnQJF9REDnURoSYOTJtXlYsuuggXXXRRMNtCCCEkzHB5WUJIrGHIvD755JO45ZZbkJ6ejieffNLrZ1kuixBCYoNYW16WEEIAgwlbpaWl2Lx5M/r06YPS0lL9nVksqKur0/17JDASAKwoCjo7O5GZmcksvlNQEznURYSaiMSKJuFeXjZWdAkn1EQOdRGJd03MJGwZmnmtr6+X/ne8YLFYWInAA2oih7qIUBORWNEk3HVbY0WXcEJN5FAXEWriwnS1gV//+tc4cuSIsP3o0aP49a9/HZRGhRubzYZt27Yxg08DNZFDXUSoiUisaBLu5WVjRZdwQk3kUBcRauLCtHldsGABDh8+LGw/cuQIFixYEJRGRQIOBhFqIoe6iFATEX80qWrswMote1DV2BGCFskJ5/KyAMeKDGoih7qIUBMHpqsNKIoijbXYunUrcnNzg9IoQghJNCKZ9R+u5WUJISQYGDavOTk5sFgssFgsGDJkiJuBtdlsOHz4MG677baQNJIQQuIZZv0TQohxDJvXJUuWQFEU3HjjjViwYAF69+7t/FtqaipKSkpw9tlnh6SRocZqtWLo0KGwWk1HUcQt1EQOdRGhJiJmNanf36W7PZ7MK8eKCDWRQ11EqIkLw+Z15syZABxls8aPH4+UlJSQNSoSpKamRroJUQc1kUNdRKiJiBlNwp31H0k4VkSoiRzqIkJNHJi27xMnTnQa16NHj+LQoUNu/4tF7HY7tm3bBrvdHummRA3URA51EaEmImY1CXfWfzjRJqFxrIhQEznURYSauDCdsHXkyBHcd999WLFiBdra2oS/MxOOEELMM2/acEwdWYD6/V0o7ZvhNK5VjR3ObQCEv0cznklos88rwdTCCDaIEBIXmDav9957Lz744AMsXboU119/PZ555hl8/fXXeO6557Bo0aJQtJEQQhICz6x/T/OnJZzVCPxBloT2wsZ6jLskL0ItIoTEC6bDBv72t79h6dKluPLKK5GcnIwJEybg5z//ORYuXIg//vGPoWgjIYQkHDLzp2XZhrqw1oM1i14S2qFjJ8PcEkJIvGHavLa3t6O0tBQAkJWVhfb2dgDAueeeiw8//DC4rQsTVqsVFRUVzODTQE3kUBcRaiISDE30zJ/Zz0QKWbLZSQUYdNowjhUN/P3IoS4i1MSFaQXKysrQ0NAAABgxYgRWrFgBwDEjm52dHcy2hZXu7u5INyHqoCZyqIsINREJVBMjlQaiuRqBNAntvDIMz+8JIDKriUUr/P3IoS4i1MSBafN6ww03YOvWrQCA+++/H0uXLkVaWhruvvtu3HvvvUFvYDiw2+2oqalhBp8GaiKHuohQE5FgaCIzf1pioRqB59KzP506FDU1NXh49Q5MX7oJ96zYiulLN2HR6upINzVi8Pcjh7qIUBMXphO27r77bud/T548GTt37sTmzZsxePBgjB49OqiNI4SQRMazAgEQW9UGAPckNJvNhrbDx/HCxj0AXKs0cjUxQogZTJvX5cuX45prrkFaWhoAoLi4GMXFxeju7sby5ctx/fXXB72RhBCSqHhWIIh1g6eXsBVvq4kRQkKHX2EDBw8eFLZ3dnbihhtuCEqjIkFSUlKkmxB1UBM51EWEmohQEzlZPeUrBEVz/G6o4ViRQ11EqIkDi6IoipkvWK1W7Nu3D3l57rX6tm7dismTJzurD0QLhw4dQu/evXHw4EFkZWVFujmEEJLwCIsXTCzD3CiuWUsICT1m/JrhsIHKykpYLBZYLBZccMEFSE52fdVms6G+vh7f/va3/W91BFEUBZ2dncjMzITFYvH9hQSAmsihLiLURISayFF1mfvtYdLVxBIRjhU51EWEmrgwbF6/+93vAgA+++wzTJ06Fb169XL+LTU1FSUlJbjiiiuC3sBwYLfbUVdXh4qKCk7Jn4KayKEuItREJFY00S49Gw4DqdXFM5Y3UYmVsRJuqIsINXFh2Lz+6le/AgCUlJTgmmuuQXp6esgaRQghJLR4vrqP9uVmCSFExXTC1syZM2lcCSEkhpEtPRvty80SQoiKoZnX3NxcfPnll+jbty9ycnK8xlpEW8KWUWjIRaiJHOoiQk1EolkTvWVlZeWqgh1aEM26RApqIoe6iFATB4bM6+9+9ztkZmYCAJYsWRLK9kSEpKQkDBs2LNLNiCqoiRzqIkJNRPzVJFwxqHplqTy3Bzu0gGNFhJrIoS4i1MSF6VJZsYaR0gt2ux0dHR3IycmB1Wo6kiIuoSZyqIsINRHxR5Nwx6D6KldV1diB6Us3Cd9bNWe838aaY0WEmsihLiLxrklISmVpsdlsWLVqFaqrq2GxWDB8+HBcfvnlbuWzYglFUdDU1ITs7OxINyVqoCZyqIsINRExq4leDGool0z1XHrW8zhmQguMwrEiQk3kUBcRauLCtNv84osvcPnll6O5uRlDhw4FAHz55ZfIy8vDX//6V1RUVAS9kYQQEs+YNYr+hBfIvuOtXJXR0AJCCAk3ps3rTTfdhJEjR2Lz5s3IyXFc9Do6OjBr1izccsst+Oijj4LeSEIIiWfMGEUj4QWeRtWfkITK4hzcNrFMCC1gbVZCSKQxbV63bt3qZlwBICcnB7/97W9xxhlnBLVx4URNSCMuqIkc6iJCTUTMaGLUKOqFF6QlWzFpaD+pUZ1eWYhVVXuF7xgJSfAVWuAPHCsi1EQOdRGhJg5MJ2yNGTMGjz/+OM4//3y37evWrcOPf/xjbNu2LagNDBQzAcCEkNgl3KtFhQJffVi5ZQ/uWbFV9/syo6rHdWcW4apxRTGrFSEkvjDj10ynqy1cuBB33nkn3n77bezZswd79uzB22+/jbvuuguLFy/GoUOHnP+LFex2O5qbm2G32yPdlKiBmsihLiLRoMmi1dWYvnQT7lmxFdOXbsKi1dURawvgvyaVxTmYMXag6ThUFaPGFQBe/7hJV6uqxg6s3LIn6IsWRMNYiTaoiRzqIkJNXJg2r5deeil27NiBq6++GoMGDcKgQYNw9dVX44svvsBll12GnJwcZGdnu4UVRDuKoqC5uRlxXjXMFNREDnURibQm0bhaVKg0UcMLzDK9slD3b55ahfJBINJjJRqhJnKoiwg1cWE65vWDDz4IRTsIIcQvQlHSKZpR41DX17TgibW7hL97hg6o9VuvP7sEb21uwusfNwnfUbWKRMkuQggxi2nzOnHixFC0gxBC/CIRSzqpJa6On7RLFxq4/uwSaVksAFLzqmqVaA8ChJDYxFDYwOeff+6Msfj888+9/s9fHnroIVgsFtx1113ObYqiYP78+SgsLESPHj0wadIkbN++3e9j6GGxWJCbmwuLxRL0fccq1EQOdRGJtCayV+mRLukULk3mTRuOVXPG4/GrR2PVnPHOFbL0YmdlWs2oLET9/i5UNXaE/EEg0mMlGgm2JqGKVw43HCsi1MSFoWoDVqsVzc3N6NevH6xWKywWizTmwmKxwGazmW7EJ598gquvvhpZWVmYPHkylixZAgBYvHgxfvvb3+LVV1/FkCFD8OCDD+LDDz9ETU2N4XIRrDZASGIQD9UGwoWq1cbaVrcQA9XYels2lkQv4V5imJBgEvRqA/X19cjLy3P+d11dHerr64X/1dXV+diTyOHDh/H9738fL7zwgluSl6IoWLJkCR544AHMmDEDo0aNwmuvvYYjR47g9ddfN30cb9jtdjQ2NjKDTwM1kUNdRKJFE1+Z+uEkWjTRo7I4B6V9M6T1X9OSrVh8RYUwmxsMol2XSBAsTaIxcTEQOFZEqIkLQzGvgwYNkv53MLj99ttxySWX4MILL8SDDz7o3F5fX4/m5mZMmTLFuS0tLQ0TJ07Epk2bcOutt0r3d/z4cRw/ftz5b7Vkl81mc84KWywWWK1W2O12KIoCm82GtrY29O/fH1arVZg9Vj/vuV2dhZZtByAMML3tSUlJUBRFul1to6/tnn3y1XZffTp58iTa2tpQUFCApKSkuOhTMM6T3W530yUe+hToebLb7Whvb0f//v3jpk+Bnif1mlJYWKjb10j3qb61E8kWBXYFsMOCJIsCC4Bn1tUCAG6aUIYZYwcG9TypuhQUFCA1NTXi5ykYffJso9k+aTVJSkryu0/q+VSxKYACC+pbO3H6ANcsVjSMPSN9UhRFuNbG0zVC20ajfdJeV2RtjMU+abebeXNvOmHroYceQn5+Pm688Ua37S+//DJaW1sxd+5cw/v605/+hC1btuCTTz4R/tbc3AwAyM/Pd9uen5+P3bt3e23fggULhO3bt29Hr169AAC5ubkoLi7Gnj170N7eDkVR0N7ejtbWVhQWFqKhoQGdnZ3O7xYVFaFPnz6ora3FsWPHnNvLysqQlZWFHTt2uIk+dOhQpKamCgs2VFRUoLu7GzU1Nc5tSUlJqKioQGdnp9vMdXp6OoYNG4aOjg40NbkSLDIzMzF48GC0tLQ4NZL1SaWgoAAFBQWm+1RdXY329nZs374dFoslLvoUjPN0+PBhN13ioU+Bnif1jcnevXvR0eGa5YnlPgV6ntRryuHDh5GdnR3UPrUdPo5Dx04iO7MnJp9V6Xefeh89jhmldmzvsGB7hwXn5ivI7+m6Yb1XVYepo/qjx5F9QTtPqi7V1dUYPXp0xM9TMPqkd56M9qm1tdXtmuJvn3JOtmFGqcsUfPiNFc1Hgd7H92HbNtd+YuX3lJ2djYMHDzp1ifR5ioaxpxrK48ePo7a2Ni76BLjOk5mcJtMrbJWUlOD111/H+PHj3bb/73//w7XXXov6+npD+2lqasK4cePw3nvvYfTo0QCASZMmYcyYMViyZAk2bdqEc845B3v37kX//v2d37v55pvR1NSEd999V7pf2cxrUVER2tvbnTEUspnX7du3Y9SoUUhJSYmJp/VQPzGpA2nkyJGcedW08eTJk9i2bZtTl3joUzBmXtWxoh4n1vsUjJnX7du3o6KiAsnJyUHr08Ord+CFjY5rrALg5vMG476pQ/3u06NrduK5D+vdZl5V7Arw6NVjcPno/m77DnTmVR0rnHl1bD9x4gS++OIL5zUlkD49umanc3zYFOC2iYPx0ylDwt6nYM28fv75527X2ni6RmjbaGbmVb2ueCZtxWqftNsPHDiA3NxcQzGvpmdem5ub3cykSl5eHr755hvD+/n000/R0tKCb33rW85tNpsNH374IZ5++mnnk5Ln8VpaWoTZWC1paWlIS0sTticlJTl/ACqqYBaLBf3793czIzJCud1isUi3a81AINvNtjE5ORn9+/dHcnKy2z5juU/B2G61WqW6xHKfAj1PFotFCC8JdhvNbo/02FOvKer3g9Gnz5oO4NkPGwCNxfRWg9VIn+ZePBJTRhXq1owt7ZsR1POk6pKc7Lj1RPo8hWK72T4lJSWZuqZ4a4t6Po0kLkb778lut0t10fu82e2xOPa01xXZcWOxT0a2yzBtXouKivCf//wHpaWlbtv/85//oLBQfxUXTy644AJh6viGG27AsGHDMHfuXJSVlaGgoADvv/8+KisrAQDd3d3YsGEDFi9ebLbZXrFarSgoKAjqPmMdaiKHuohQE5FQaOJPDVYjFRi81Yw1k/xm5FjB0CXeqkoEe6yo5zPW4XVFhJq4MG1eb7rpJtx11104ceIEzj//fADA2rVrcd999+EnP/mJ4f1kZmZi1KhRbtsyMjLQp08f5/a77roLCxcuRHl5OcrLy7Fw4UL07NkT1113ndlme8Vms6GhoQElJSWmnH88Q03kUBcRaiISCk3M1mA1WzZJXbnLH2No9FiB6hKPpaD4+5FDXUSoiQvT5vW+++5De3s75syZg+7ubgCOoOC5c+fi/vvvD2rj7rvvPhw9ehRz5sxBR0cHzjrrLLz33nuGa7yaQRuETBxQEznURYSaiARbE3WBASOzo/4u8+rPrJ3ZY/mrSzwvXcvfjxzqIkJNHJg2rxaLBYsXL8YvfvELVFdXo0ePHigvL5fGmZpl/fr1wrHmz5+P+fPnB7xvQgiJdYzOjoZzmddwHYtL1xJCVEybV5Xm5ma0t7fjvPPOQ1paGhRF4ZJlhBASYozMjoZ6mddIHCucfSKERDeGVtjS0tbWhgsuuABDhgzBxRdf7KwwcNNNN5mKeY0mLBYLioqKaL41UBM51EWEmohEWhM1xECL2QSsUBwrEF3C2adwEumxEq1QFxFq4sJ0ndfrr78eLS0tePHFFzF8+HBs3boVZWVleO+993D33XebKjIbDsyslUsIIfFEODPzw3WseKs2QAhxYMavmZ55fe+997B48WIMHDjQbXt5ebnXla+iGZvNhp07d5pamizeoSZyqIsINRGJFk0qi3MwY+zAsJg8I8cKhi7h7FM4iJaxEm1QFxFq4sJ0zGtXVxd69uwpbN+/f39QkrYihXZpM+KAmsihLiLURCSaNYnk7GU06xIpqIkc6iJCTRyYnnk977zzsHz5cue/LRYL7HY7HnnkEUyePDmojSOEEBJcFq2uxvSlm3DPiq2YvnQTFq2ujnSTCCHEFKZnXh955BFMmjQJmzdvRnd3N+677z5s374d7e3t+M9//hOKNhJCSNwTjtnQeK6VSghJHEyb1xEjRuDzzz/Hs88+i6SkJHR1dWHGjBm4/fbb0b9//1C0MeRYrVaUlZXpruebiFATOdRFJFo1ieSrcbOahGvlqEjXSo3WsRJJqIkc6iJCTVyYMq8nTpzAlClT8Nxzz2HBggWhalPYsVgsrETgATWRQ11EolGTSCwj6mmWjWoSztnQSNdKjcaxEmmoiRzqIkJNXJiy7ykpKfjiiy/irsaYzWbDtm3bmMGngZrIoS4i0aaJnhmsauwI2TE940gX/3O7YU28zYb6S1VjB1Zu2SP0OdK1UqNtrEQD1EQOdRGhJi5Mhw1cf/31eOmll7Bo0aJQtCdicDCIUBM51EUkmjQJ96txmVl+YWM9xl2ShxEGvh/s2VBfs85Gl5gNFdE0VqIFaiKHuohQEwemzWt3dzdefPFFvP/++xg3bhwyMtwvsI8//njQGkcIIWYJ96txPbN86NhJQ99XZ0O1htPf2VCjIQjaJWZZ9J8QEmuYNq9ffPEFxo4dCwD48ssv3f4Wb+EEhJDYI5hm0Ah6pjgr3fjlNVizoWZnnSMRG0wIIYFiennYWMPIcmOKouDYsWNIT0+nAT8FNZFDXUSiVZNwzih6msDZ55XizsmlYdekqrED05duEravmjNe0MDMZ4NFtI6VSEJN5FAXkXjXxMzysKZmXt966y288847OHHiBC688ELccsstATU0mkhNTY10E6IOaiKHuohEoybaV+OhxnPmdExRNux2e1iOrcXMrHOkymZF41iJNNREDnURoSYODFcbeP7553HNNddg8+bNqKmpwezZs3H//feHsm1hw263Y9u2bRG52UQr1EQOdRGhJg4qi3MwY+xAVBbnRFSTedOGY9Wc8Xj86tFYNWc85uqEAUSibBbHigg1kUNdRKiJC8Pm9amnnsIDDzyAmpoabN26FS+99BKefvrpULaNEEKIH2iNtLfPRLJsFiGE+IvhsIG6ujrccMMNzn//8Ic/xC233ILm5mYUFBSEpHGEEEJCR7DLZlU1dmB9TQsAYNLQfjTChJCQYNi8Hj16FL169XL+OykpCWlpaThy5EhIGkYIIST0BCs22DNp7Ym1u1i9gBASEgxXG7BarXjwwQfdDOzcuXNx7733om/fvs5td955Z/BbGQBGqw3Y7XZYrda4zODzB2oih7qIUBMRfzWJ1ZqrepULAPfqBRwrIrGsSSjHayzrEiriXZOQVBsoLi7GCy+84LatoKAAv//9753/tlgsUWdejdLd3Y309PRINyOqoCZyqIsINRExq0ks11z1tpStZ/UCjhWRWNQkHOM1FnUJNdTEgeGErYaGBtTX13v9X11dne8dRSF2ux01NTXM4NNATeRQF5FwalLV2IGVW/agqrEj5McKBLOa6K2MFe39VPFWoUD7N/5+RGJRk3CM11jUJdRQExeGzSshhESSRaurMX3pJtyzYiumL92ERaurI92koOGt5mosIKtcALB6QbwS6+OVxD6ml4clhJBwozfTM3VkQVyYo0jUXA02auUCVhuIf+JhvJLYhjOvp0hKSop0E6IOaiKHuoiEWpNYnOkxo0m81FytLM7B3RcNxd0XDdVtO38/IrGmSbjGa6zpEg6oiQPD1QZiFTPZa4SQ6EQvm12byR4PxGq1AZKYcLySYGLGr3HmFY7yE4cOHUKc+3hTUBM51EUkHJqEY6YnmMlg/mpiZGWsaMBfrfj7EYllTUI5XmNZl1BBTVyYNq+TJk3C8uXLcfTo0VC0JyLY7XbU1dUxg08DNZFDXUTCpcm8acOxas54PH71aKyaMx5zg1iWJ9jJYPE8TgLRKp518RdqIoe6iFATF6bN67e+9S3cd999KCgowM0334z//ve/oWgXIYQIhGKmJ9bLVIWTYGm1telATJQ8I4REJ6bN62OPPYavv/4ay5cvR2trK8477zyMGDECjz76KPbt2xeKNhJCSMiIxWSwSBEMrT5rOoCrn/soLkueEULCg18xr0lJSbj88svxzjvv4Ouvv8Z1112HX/ziFygqKsJ3v/tdrFu3LtjtDDlcsUKEmsihLiKxrEmoyv6omsTKwgpGCFSrrU0H8N/dh6CN2OMsd2z/fkIJdRGhJg4CStj6+OOP8ctf/hKPPvoo+vXrh/vvvx/9+vXDZZddhp/+9KfBamPISUpKwrBhw1iCQgM1kUNdRCKtSaDmMBTJYKomj7z3ZVgWVgiXQQ5Uq4b2o3h3TxJsivu67Ik8yx3p30+0Ql1EqIkL04sUtLS04Pe//z1eeeUV1NbW4rLLLsOf/vQnTJ06FRaL44J09dVX47vf/S4effTRoDc4FNjtdnR0dCAnJwdWKwswANRED+oiEklNgrW+ulpgP1hlf+x2O/63sxHPb/gKgMuoaRdWCFaZoXCsMe8NM3nPJX16oixTQUMnYNfoksjF7XlNkUNdRKiJC9PmdeDAgRg8eDBuvPFGzJo1C3l5ecJnzjzzTJxxxhlBaWA4UBQFTU1NyM7OjnRTogZqIoe6iERKk2CvulVZnBO0RDBFUdC892tYLYDdw93V7+/Cmu3NQTGc4V55LNDjjR7YG9ef3gsPbjrs1CUWF2MIJrymyKEuItTEhWnzunbtWkyYMMHrZ7KysvDBBx/43ShCCPGFt+ShaDBDWenyy+sJm11qANOSraaXVA23BsE43piibKy4tQIN7UdZ3J4Q4hem5519GVdCCAkH0b6+ep9eabh5QqnbttkTy5CSJL/sPrF2l+m42HBrYOZ43uJwRxdlx8RiDISQ6MTQzGtlZaUzntUXW7ZsCahBkSIzMzPSTYg6qIkc6iISCU3U5CHtLGY0vYLOzMzET6eWYMqoQrfYVl9JVWZew3vTIBRLd8qOd/4wMXTMWxwufz8i1EQOdRGhJg4sioF1xhYsWGB4h7/61a8CalCwMbNWLiEk9vDHpEV6TfYbX/0Y63a26v798atHY8bYgYb359mfUCdxVTV24Mm1tfigxtWH6ZWF+N01lahq7MD0pZuE76yaMz5qHiwIIdGHGb9maOY12gxpsLHb7WhpaUG/fv0SPoNPhZrIoS4ikdbEbKJVOLLzfWlyx/nlXs2r2df+Wg3e/KQxpElcVY0dWF/T4mZcAWBV1V4AwIRycSYWcMTFjh7Ym78fDyL9+4lWqIsINXGR2L0/haIoaG5uhoFJ6ISBmsihLiKxpEm4loL1pYmsXqpKIKEPi1ZXY+6ft0n/FoxaqotWV2P60k14Yu0u6d9XVe3FCZt83fXSvhkxNVbCBTWRQ11EqIkLQzOvubm5+PLLL9G3b1/k5OR4jX9tb28PWuMIISSYRFOFAm1t2RM2O1KSrAGFMciMuZZAk7h87V8lJcmqG4drs9kCagMJPZEOqSHECIbM6+9+9ztnkPCSJUtC2R5CCAkZ0VahIJi1Zb3NrAYjkc3ozG1p3wzMGDswqIs+kPAQ6QUvCDGKIfM6c+ZM6X/HCxaLBbm5uYYrKiQC1EQOdRGJJU3CVaEgEproGfDFV1TgmjOKQ7Z/LVotZcY8lsZKuIgWTcK94IUvokWXaIKauDBUbUCPo0eP4sSJE27boi2jn9UGCCGexOurUc+Zs9kTyzA3iDNnsv1P8WOGNV71j2VWbtmDe1ZsFbabrXxBiL8EvdqAlq6uLsydOxcrVqxAW1ub8PdYjGmy2+3Ys2cPBg4cmPAZfCrURA51EYlFTYL5ul5GpDTRxtEGyxhqjabe/o0ex26347l/foJH/tMKu+KYPUr0V9PR8vuJtpCaaNElmqAmLkz3/r777sO6deuwdOlSpKWl4cUXX8SCBQtQWFiI5cuXh6KNIUdRFLS3tzODTwM1kUNdRKiJSCQ0UVe0AhC01avU6gL3rNjqXP2rsjjH7/1/1tiB+r373G48oaj2EEtEy+9HVgEjkot+RIsu0QQ1cWF65vVvf/sbli9fjkmTJuHGG2/EhAkTcNppp2HQoEH44x//iO9///uhaCchhBAdQpFoE4oYyIa26Kn2QERCMXNPSCgwPfPa3t6O0lLHet1ZWVnO0ljnnnsuPvzww+C2jhBCiBvqDKs6Wxmq2rXeyor5S0mf6Ho1TUQCmVknJFyYnnktKytDQ0MDBg0ahBEjRmDFihU488wz8be//Q3Z2dkhaGLosVgsKCgoYAafBmoih7qIUBORUGkim2Edki9f6zzQ2cxQxECOKc7BpgH9Ya/b59wWyVfT0QB/P3Koiwg1cWF65vWGG27A1q2OjMT777/fGft6991349577w16A8OB1WpFQUFBwgdAa6EmcqiLSCxp4jlr6c/njezDqCZm2qM3w+ptRatACEUMpNVqxWFrL9jhuvmaid4ze/5igVj6/YQT6iJCTVyYnnm9++67nf89efJk7Ny5E5s3b8bgwYMxevTooDYuXNhsNjQ0NKCkpARJSUmRbk5UQE3kUBeRWNHEbFyo7PMADO3DiCZm26P3ut7bilaBEuwYyC0Nbaiu2YUkiwW2U9UGjMbRxmsB/Vj5/YQb6iJCTVyYNq+eFBcXo7g48ALYkaazszPSTYg6qIkc6iIS7ZqYTT7S+7wn3vbhTRN/kqG8vcYP5YpWwSwr1tDWhfyeCixwf+3pK8Qh2groB5tw/35ipc5utF9XIgE1cWBq7tlut+Pll1/GpZdeilGjRqGiogLf+c53sHz5cpZuIIRELWaTj8wkJfmTwOTPcX29xo+FRBt/E7ZCkTyWqMjKnxESaxieeVUUBd/5znfwz3/+E6NHj0ZFRQUURUF1dTVmzZqFlStX4p133glhUwkhxD/MJh+ZiRf1J7bU3+PGeimj0UXZ+Lx/FlbWH3ZuMxLiEG0F9GOVeJ/BJomDYfP66quv4sMPP8TatWsxefJkt7+tW7cO3/3ud7F8+XJcf/31QW9kqLFYLCgqKmIGnwZqIoe6iESzJtrXo2biQtVZTs/PK4ChffjSRG//RgxEqFcHCyUWiwWXja/A6adb0NB2xLABD0SvaCecvx9vM9jRpmU0X1ciBTVxYVEMvu+fMmUKzj//fMybN0/694ULF2LDhg1Ys2ZNUBsYKGbWyiWExA+yBB+zs5ay2MBgxgvGSuxhtEC9AqOqsQPTl24Stq+aM556kohjxq8ZNq8FBQV49913MWbMGOnfq6qqMG3aNDQ3N5tucCgxIobNZkNtbS3Ky8sTPoNPhZrIoS4i0ahJpG/S0ahJsNAaSACmzGQ86+Iv4dbE86Fu9sQyzI3Cqg0cKyLxrokZ82o4bKC9vR35+fm6f8/Pz0dHR+zW3jt27FikmxB1UBM51EUk2jSJhtej0aZJMPA0PlqMlq7S6sKZVAeqJuHQI5bipuPxNxQo1MSBYfNqs9mQnKz/8aSkJJw8eTIojSKEkEBggk/wkSX7aDGb+BOvdVv95dE1O/Hshw3Of4dSj1iOmyYEMFltYNasWUhLS5P+/fjx40FrFCGEBEI8JvhEepbSSFkqozPbW5sOMOtdw1eth/HCxgOApv5tIutBiC8Mm9eZM2f6/EwsVhoAHEuulZWVcck1DdREDnURiVZNIvl6VNVk656DprLq9YiGWUojs9a+PqPq8q/ag9K/R2PWe6h5ZE0N3vnkAGyS7JNE1EMlWq8rkYSauDBsXl955ZVQtiOiWCwWViLwgJrIoS4i0axJpF6PWiwWLP3P10ExnN5qcwLmEqYCQTabrcXIzLY6VkrzbNK/J1pYR1VjB5Z9WA9AXvoo0fTQEs3XlUhBTVwEvDxsPGCz2bBjxw6MGDEiLjP4/IGayKEuItREZEtDG1p21yLZYsVJxWFM/H0NrPe6/ql1tVi3s9X573DMxnrOZqvtM1NtYMeOHTh9xIi4C+vwh/r9XUi2KPjOIDv+uts1VlTWbG9OOE1UeF0RoSYuaF5PYbPJZwISGWoih7qIUBN3Gtq6kCx5s+fPa2C92TetcQXCFyPpOZtt9njqWImlrPdQoZ5b2VgBHOc0LdmKSUP7JaQ+vK6IUBMHDJwghJAgU9IneNUO1Nf1Ws4flif9rJGkqmiisjgHM8YOTEhjBjj6f/OEUq+feWLtLkxfugmLVleHqVWERD+ceSWEkCAzuigbn/fPwsr6w85tgbwWl72u95x5BRI7RjLWqGrswPqaFqQlW3FWaS4KS/pgybrglSIjJJ4xvMJWrGJkxQZFUXDs2DGkp6dzzeBTUBM51EWEmoiomlS3HA1KtQEZ0bJSkpkSXhwrDrTnzgIFmSnAdWeXARaL11q6j189GjPGDgxXMyMKx4pIvGsSkuVhYxWj5tVut8NqtcblgPAHaiKHuohQE5FwaWLUOIaqRuzdb1ZhVdVe5799JY1xrMiWLlaQbAFOKsCqOecAANbXtOCJtbuE74ZreeNogGNFJN41MWNeGfMKwG63Y9u2bbDb7ZFuStRATeRQF5FY1aSqsQMrt+xBVWPwl7UOlyZGYkYXra7G9KWbcM+KrUGNnfQ0roDj1bY3PWN1rASLqsYOvLW5yW1bsgWYUWpHssWV0Hf3RUOFOOdEq8aQ6GNFBjVxwZhXQkjCEQ1F/8OBtxqxgRihqsYOwbiqJHJhfW94jjkZ2phlVmMgRB/OvBJCEgo9Q2dmBjaUs7bBRK/6QKBVCbx9n0ljIrIx58ktE0oFg5ro1RgI0YMzr4SQhMKbodOaBL040UjO2pqNXdUzkoEaTL3vz6gspNGSoDfmpozohxEFvVDR8xAmnT0sZLHJhMQbNK9wrBdcUVHB9YI1UBM51EUk1jTRM14nbHas3LIHpX0zsGZ7s9Sg6s3alvbNQEqS1Wk6AtVEZmL8Mc2yJV2DETsp2++MykI8fk2l137E2lgJFnpjbvak0zCmKBt2ux2PrKk5tVSsg+mVhZhQnufUTi2tBSAhFi1I1LHiDWrigtUGEP/lJ/yBmsihLiKxqImnERxT1BufNR30+p1Vc8ajfn8X7lmx1evnbptYhrnfHua3JjKTOnVkgUeGuqtNRkxMqGb0vO1X1o9AdIl19EqbKYqCzXX7cPULm6FArklxbg80th912xavcdoqsXhdCTXxromZagOceYUjg6+mpgYVFRUJv16wCjWRQ11EYlETbTLMCZsdc/+8zed3tAsEeGPZhjpMGd4P1gNNpjXRm9lN01k/1GhylOeSrsFCb796/fBXl3hALwHLbrdj584aJJ0qlyXD07gC8b9oQSxeV0INNXHBuWdCSNwjS7BSk2FSkoxdBlXD4VnCSEZDm/GEKG3bzCZSRWtylF4/zOjii1hJmtMiS8B6dM1ObPva+6y/HrG2HDAhwYIzr4TEIEzsMI6vWNETNt81E7VxokZmbUv6ZAAH2k23bXplofRzk4b2w/GTdq+xq9E0JvRMtVFdfBEvpc6qGjvwwsZ6zCj17/vR+vBCSKiheT1Fok/By6AmciKtSzTeuCOtiR6+6pzq1d6cPbEMU7zU2NS+Lq/f3yWYytFF2djRKa+DqrZrfU2LcOxVVXsxvbLQrYaqalIri3N0635Gw5jwNM+yRDFfuhg9Tihq10YCdeb0pMfz07eKs/Fp4wGv302Eyg7Rel2JJNTEARO2CIkhxKUlHSTSspG+0JoovQSrx68ejdK+GVItF19RgWvOKPb7mL7Og69i9WrbjO4vGsaEnnkOxWzwyi17dM/pjLEDg3KMUCDTwtu5A4Cn1tVi3c5W4e+yyg6ExDpM2DKJoijo7OxEZmZmXGbw+QM1kRNpXYzWKA0nkdZEi9HX8LvburBbJ/7SaAyspxnR6q+niZFi9bL9eSNcY0LPiPqaCTWiixlCVbs2lOiZ+8riHNx2Xine+aQO+44CCixu4SAvzzrTqfsJm92tHFu8E03XlWiBmrigeYUjg6+uro4ZfBqoiZxI6xKNN+5Ia6IiM1Gy1/AA8MTaXbr7MaKlr9f0epr4SrAxW4O1qrFD14QHc0x466+pRR9aO9H76DeYdPY4v8dKqGrXBhut6fRm7u+dOhRnZHXiYI/+KM3L9BqikkhEy3UlmqAmLmheCYkhYuXGHQn0TNSE8jxcf3YJ1te0eDWtgDEtA4m51DOUP77gNNOF572FHwRzTPjqr5EHKrWtyRYFM0rt2HxoJ+ZePNLvNumVnYoWfIWGAO7mvk+vNEyqGJDwhoQQo9C8EhJjRPuNO1LoVQ04YbOjsjhH19z++ILTMKhPhmEtA3lNr/fwcfdFQ30eV4te+IE/JtgXvvrr64FK1tYXNtZjyqjAEo6idUbSSGgIIH+QiaaKEYREMzSvp0hPT490E6IOaiInGnSJtht3KDUxekPXi1VVt+vNEJo1e0ZDNzqOK/jLZ18Lr4KD8fChZygH9Qm+6THSX2990rZVAXCo2/H/kYzTDiVGaq96zoynp6fj0TU78eyHDc5t0VBFJNJEw7U22qAmDmhe4Sg9MWzYsEg3I6qgJnKoi0goNTFTAsqXyQpWyIWR/Tzy3pdYtmEvgL3Sdgf68OGtr/7O3ul9z6huen3SttWmWPDuniSvfYhWjOqq16/FV1RIE66SkpJwtGc+nv3QvepArJb/Cha81opQExcRLZX10EMPYeXKldi5cyd69OiB8ePHY/HixRg61PUKTVEULFiwAM8//zw6Ojpw1lln4ZlnnsHIkcbipYyUXrDb7ejo6EBOTg6sVi46BlATPaiLSKg08acElKfZPX9YHqaOLHAzDcF6NavdD+C+fOwVS/+DkkygoROwn1qv3p/SVd7a6tnX2RPLoAB+1Xs18pBgRjfPz6r7t0JBSSYwtbIMcy8e4bNd0YLZOrqyczNX5/N2ux3v/O9L/PQvu5xjRSXay3+FEl5rReJdk5gplbVhwwbcfvvtOOOMM3Dy5Ek88MADmDJlCnbs2IGMDMdN4OGHH8bjjz+OV199FUOGDMGDDz6Iiy66CDU1NcjMzAxKOxRFQVNTE7Kzs4Oyv3iAmsihLiKh0sSf2FL19fWTa2vxQU0r1u1sdauTqS1RFCjqTKOnUZk8NA9WCzAuz47Gw1bYFd/tluHLMHm+qgcgmH0js3dGE9CMzhbrtXvqyAJNtQFzMb6RxJ8EPTOhIYqioLftIKwWOMeKSqzNTgcTXmtFqImLiFr3d999F7NmzcLIkSMxevRovPLKK2hsbMSnn34KwHGilixZggceeAAzZszAqFGj8Nprr+HIkSN4/fXXI9l0QkiICaQs2Ac1YmF3wGE6qho7AmqXFpmx0Tu2GSOiZ5g8215ZnIMZYwd6TUjzFYPp7/dkeGt3ZXEOLh8zAH16pZnebyTxVx/tufFFn15puHmC+xqxrCJCiD5RFfN68OBBAEBubi4AoL6+Hs3NzZgyZYrzM2lpaZg4cSI2bdqEW2+9VdjH8ePHcfz4cee/Dx06BACw2Wyw2WwAAIvFAqvVCrvdDkVRYLPZoCgK7HY7kpKSnJ9TUT/vud1qtcJisUi3A44pfiPbk5KSnMf33K620dd2zz75aruRPqnaxFOfjLTdV5+0usRLnwI5T+p3PfcRaJ9OH5CF2eeVYNmH9VAAJFuAWyaU4vQBWbDZbLp9qt/fBQsUJGnewCpwxFtaoaC+tROnD3C9kgrkPNW3diLZosCuOMIDkiwKLAC+VdwbFrTDAgWABXPOK3G2W+2rrO3qdnW/KicVCyw+2l6S2wPJFsWtr1YLUJLbAzabTbdPJX16OvZ1qu2e282MvfrWw27tdrQdqG897Oy/+vuJlWtESZ+e0j6V9OkpfN5on7Y2HUBDWxdK8zIxqn8vKIqCuy8sx0UjCtDQdgSleb0wemBvt/3H8jXCn/MEQLjWxnqfAj1P6u/HU5dY7pN2u+fnvRE15lVRFNxzzz0499xzMWrUKABAc3MzACA/P9/ts/n5+di9e7d0Pw899BAWLFggbN++fTt69eoFwGGOi4uLsWfPHrS3tztXrWhtbUVhYSEaGhrQ2dnp/G5RURH69OmD2tpaHDt2zLm9rKwMWVlZ2LFjh5voQ4cORWpqKrZt2+bWhoqKCnR3d6Ompsa5LSkpCRUVFejs7ERdnWvGIj09HcOGDUNHRweampqc2zMzMzF48GC0tLQ49ZH1SaWgoAAFBQWm+1RdXY3Ozk5s374dFoslLvoUjPN0+PBhN13ioU+BnqecnBxkZmZi79696OhwzQya7dPxHn3xdRfQ+9g36NMzBQAwtRA4/+ZxaDrQjd5Hv0GfXiecfdPrU2nfgcjvAZzX33WBPNQNvLsnCSWZQO+j32DbtvagnKfeR4876pa2WlHXCVw0wI6sVMCKDozom4qzTi9DaWE/JB/c43ZOfJ2n3ke/wYxSR/tP2oGVDUnI7+Heds/zZAXw8/G98MFXndjQbMHwHAVXjciE9UAT1u/ZhUNKOkoGFaMPOt36VFhQgNsmlqG6ZhfyezpuWCP6Z2FQL8d/mxl7JX16OtutsrLeiqLsFGzbts15ra2ursbo0aNj4hoxemBv/Hx8L+z45pBze9+BgzG8Xw+382f09/RZ0wHs+OYQ9h2xYEOzFfeem4eKrGPYvn07rBYLxuXlorg4BxurdmJ/Wxuy0pPRp1daTF8j/DlP2dnZOHr0qPNaGw99CvQ8KYqCXr164fjx46itrY2LPgGu87R9+3YYJaIJW1puv/12/OMf/8C///1vDBzoCFDftGkTzjnnHOzduxf9+/d3fvbmm29GU1MT3n33XWE/spnXoqIitLe3OwOAI/10ES9PgewT+xSsPj26ZuepGVYLki0Kbp5Qip9OHeZ3nxb9cwde3Oi6iKuzkbPPK8VPpw4VPh9Inx5dsxPPfVjvNvOqsuK28Rg7KNev8/Tomp14YWM9AMfMq9G2b206gIb2oyjp0xOjB/Z27scOwK5YcNt5pbhXsx+1T1sa2tDQ1oWSPo7wBnUGUDvTq7bR29h7ePUOZ7sB4OYJZbhv2vCoHXtG+mS3252zpSV9MlA5KNe53UyfPmvswNXPfQTA/W3A27edjdFF2c42PrymBs9/+JUzru/mCaW499vDw36N8BxLsj5F23kysj3Wxl6i9OnAgQPIzc2N/oQtlTvuuAN//etf8eGHHzqNK+Bw+4BjBlZrXltaWoTZWJW0tDSkpYkxVUlJScLqJVohW1pa0K9fP+dnZYRyu8VikW7Xyyg0u91sGy0Wi1MT7T5juU/B2K4oClpbWwVdYrlPgZ4nu92O5uZm9OvXT7ofX22pauw4Vd/SYftOKhY8+2GDUMTeTJ/mXTwC+zqPuy0LO72yUDfDPZDzNPfikUhNScYTa3fBpjj6YIWC4TkKGvZ3YeygXL/O05RRhUhNcVyivdWi9Wzj2JI+GFvi+G9PbQFg2Yf1mDqqv7A/x/f6GM6s12v73ItHYsqoQiFZSb1Zaq+1sXSNUPXx9XlvfWpoP4qTirgmfcPX32BMsSOD3BU3bIF6i9f+HsJ1jTAyDkJ5nux2u/Raa6TtRrbH0thTsdvt2Ldvn+61Nhb7ZGS7jIgmbCmKgh/96EdYuXIl1q1bh9JS94D10tJSFBQU4P3333du6+7uxoYNGzB+/PigtqO5uVl4MklkqIkc6iISqCbeEmKqGjuwcsse00lWVY0dbsYVAFZV7Q1qspaWSUP7uf3bagFG5ijOuFGz/Vi0uhrTl27CE2t34Ym1u7Bme7PvL0kwm2zkLeHKTB/0kpUS/fcjS9qzWoDeSpdTk2Am0PmL0YTBUJLoY0UGNXER0ZnX22+/Ha+//jr+8pe/IDMz0xl70bt3b/To0QMWiwV33XUXFi5ciPLycpSXl2PhwoXo2bMnrrvuukg2nRASJPSy8DfWtuKeFVud//ac+fFWd1TvRv/k2lq8csOZQWi1O7JC/iP6Z2F0UbbpGqH+lGbSw2zFBj3dnlpXKy05RswhGye3TCgFcNi5GlsgVTaCRSBLIBMSDiJqXp999lkAwKRJk9y2v/LKK5g1axYA4L777sPRo0cxZ84c5yIF7733XtBqvBJCIovshj6jshArPWZOtQbOlyHUu9F/UNPqLNsUbLS1PUtye8B6oAlbmw6YNqLBNA5GV8dSHwRO2OyeuwAAN+MKcPUnI+g9XHnWgH3vi71Ys2MfVta34qRiwW0Ty4KyElwgRIOBJsQbETWvRqa+LRYL5s+fj/nz54esHRaLBbm5uc6MRkJN9KAuIsHQxPOGXr+/SzCvgMvY+TKElcU5OH9YnmC61H2Eygiohfztdjv+09GKd7fskX5O7YfM3ATbOPgqmO/5IDCmqDc+azroc7/+6Jgovx9fD1fqOKlq7MBzG+vxrT6u+NZlG+qwas54w4schIJgLaUcCIkyVsxATVxERcJWpLFarSguLo50M6IKaiKHuogESxMjKzipxlaGp5maOrJAal5DNXuknWlbs71ZMNhavIVEhMI46GkrC1H4rOkgbp88GM988JXXffqjYyL8fsyEfdTv74JdseCT/RZhu9EFDkKFmVXCQkEijBWzUBMXNK9wZPDt2bMHAwcO1M2ySzSoiRzqIhIKTfwxcFoz5TnzZXQf/uJ5PKtFwRl9FXzaZoHdI7vcV0gEED7joPcg0NHV7fV75w/LAwCs3LLHVPsS4fejp+n6mhZBp9K+GbBaFHyrj/tYiZbX80aXBA4FiTBWzEJNXCR270+hKIpzsQLigJrIiZQu/mbdh4NwaaLuXTW2WrSmVDbzpTJlZEHQ2yU7nhVAaZbidoG97swirJozHueW50n342l6zCwv6i96JkmtOapH7x4pmL50E+5ZsRXTl27CotXVho6XCNcVPU2fWLvLqZP6ewaAWyeUuo0VLgvrIBHGilmoiQvOvBIS5ZjNVo91qho7sL6mxeurV28zk95KCoUi3tVoCaOrxhUZnjkOF3oz3NecUYz6/V3ShwAjM8eJjExTlWUb6lD9zSFs+HK/c9vs80owdUQ+/t+3+qM0L5MaEmIAmldCophglk2KVszEiv7p40a3pCyZBt5MoPZv3kptmcGI6Tx/WJ5buyOdDKNF+yBwwmZHSpKjUL5su69kungZk4Eyb9pwpCVb8cTaXcLftMYVAF7YWI9xl+Th8jEDTBVpJySRoXmFI4OvoKCAGXwaqImccOsSC/UWA9FELzZVjzc370FORqrPmWdZpQGtQQzmbLbMjNoVYHuHBfZTb/fuOL/c7TueM8eAsfjRYBluWR88HxxUTYwex4iJT6TryqSh/aTm1RO7Ahy0ZCSEJmZIpLFiFGriguYVjgw+dSla4oCayAm3LrFQb9FfTbzFpnrD28yzpykdW5yNCeV93ZZXNTqbbcYoas3oxtpWrKrai+0djhuM3qyqOnNs1EiHMnzEzAx/IDPHiXRd8RY+oMUOC0qLBrgl4ITqISWWSKSxYhRq4oLmFYDNZkNDQwNKSkr42uYU1EROuHWJtlfMMvzVJJDlLmUzzzIDtqXxAH5x6QhDMbHaffpjFFUzOmPsQPzwrGLs3t2AQYNKMLakj7N9nobEjJEOZfiI2Rl+vVADX21JtOvKvGnDUdo3A3P/vE33M3POK0HWiXbYbFlISkpKuBh3PRJtrBiBmrigeT1FZ2dnpJsQdVATOaHWxdPkRLreohH80SSQ2WPZd40aMF+z2cEwiqOLsmE9kISKU1n7eobEaJtDHT7izwy/t1ADbyTadUWW/DajshDnluehtG8GTh+QhW3bHOY2EWLczWB2rCTCjHWi/X70oHklJIrQMzmRrLcYKvRmlaeMLMCfPm7Em5vlq1PpzTwbNWC+ZrODbRS9GRK95Vg9t4c6fMSfGX4aLeN4ewC12WzO/zYy9hLBoPkDZ6wTC5pXQqKERDQDspv6otXVusb1xxechrsvGir9mxkD5s1MBNsoejMkKUnyUtue2731LRAzo/2u2Rn+WEgmjCaMriDnbTsNmpxEvHYmOjSvcGTwFRUVMYNPAzWRE0pdYtUMBKqJ9qbuK4lr0tB+XvdlxoBp15dfuWWPWzmoQOOMtZroGZKNta24/uwS6d9k39Ez+v6aGW+z/Ebwx+TzuuJCfXAo6dMTg05p4ushJZEMmpmxEqvXTrPw9+OC5hWODL4+ffpEuhlRBTWRE0pdYqGygAyzmmhn+wC4mTFvSVxGDaSnGfZmZPVKdd02sQyr5ow3XcpKRatJZXEOplcWYpVHbdRVVXtx/dklpoyyL6Nv1MwEwwj5E2oQz9cVMzPg8gcHhy56D2CJYtBUzIyVWL12miWefz9moXmFI+aotrYW5eXlCZ/Bp0JN5IRSl2BVFgh3TJwZTbzVdb1tYhmm6izfuviKClxzRrGpdvmalfQ2y6sauRljB/o1u+mpyYTyPMG8Ag7j4W9CXiBmxuh3fY0ls22P1+uKmTHiOe6SLAoavqrFmx/3QEpyslNHTy0TxaCpmBkrsVCVJRjE6+/HH2heT3Hs2LFINyHqoCZygqWLzBgEWlkgUjFxRjTxFRKgGka95UrNoDezWNo3w22lKG+of/d3hlKriS/j4U9CXiBmxlsow4yxAwEYH0tm2x5v1xWzs9ie484CICsVeGDVFzipOF4Hy7ROFIOmxcxYiYWqLMEg3n4//kLzSkgE8GYM/K0sEO0xcUbqugYyE6l9GNA7lrbe5vTKQq/787Yfs69qQ2E8ZPucUVnobLOveF9voQyA/6Y90TA7Row8XOhpnSgGzV/isSoLkUPzSkiYCZXJjPaYODMzgkZuQlqz6llv1JcxBRxGTWbgAN/GUq/ElTeCaTzUvk8dWeC2stfKqr1Yeao/vmbdvYUy6BEtYyma2FjbKt2uN96NrrylpzUNGiE0rwAcQdBlZWVuy/MlOtREji9djMSbhspkGnmNHKyyStrvGh0rerN9KmZmIr3FzgLejamWCeV5uP7sEreVorT90zMac/+8zTlLLENPk2AYD9ms/dSRBbhnxVa3z3l7IKpq7MDuNvk49PaQEWh8ZbxdV6oaO6RjbEZlodfz7LZC2Ukbfrd6G2yK+2fiNZbVKPE2VoIBNXFB8wpH+YmsrKxINyOqoCZyvOliNEYwVIkXvl5Nh6KsEmBurOjN9nmr3+qJr9hZ7bG0xlS2RKdecowWvSU+vZlDf34/Rh4s9Gbt05LlNzPZA5E3468dL6GIr4y364reg+i55Xk+v6sdd/VtRxIqltUI8TZWggE1cUHzCkcG344dOzBixIiEz+BToSZy9HQxEwoQysQLvVfToSyrZGas6L1u91W/VYuR2FlANKaeS3Sa0VxvMQG92XKzvx9vDwdGYnn18Hwg0jP+P77gNEwa2s+tL6GIr4y364qZB1G9hxObzYZLBp7ElNv+HxrajzKW9RTxNlaCATVxQfN6Cu0SfcQBNZEj08VsKEAoEy9kM4mhLqtkZKzozfiZNe5GZqhlr20D0dyf2XKjvx9vDweesbwTh/SV7mPS0H44ftLu05zrnctBfdxr2aqfLe2b4aw+ECzi6boiexA9f5g46+rrrYfNZsPoomxYrFZDCXeJQjyNlWBBTRzQvBISBPwxN+FMvAhFWSUzYQ56M363Tx6Me6cOM7wfwKHbmKLe+KzpoHPbmKLeKO2b4QxJWFm1F/2y0qXlhtTVivQWHZDNkIVytvypdbXS7etrWgTNNny5H+X9MlDb4jKhajsqi3N8mnNvJbI8Y2ZVuASpd9SHoqfW1WLdzlbn/1TdjL71eHTNTjz7YYPz39SdEH1oXgkJAt7MTbgXDTDbvlB+V0Vvxu+ZD76Cza6YuklXNXa4GVcA+KzpoLDN0yCo52Fjbatb3K3WJHibIQvFbHlVYwfW7ZRnq+tR29KFxVdUCMllgO8HIr3yWiu9JLaxRJYLb79lz/Oo6mbkzUXb4eN4YeMeOKq+un+fuhMiQvMKRwbf0KFDmcGngZrI8aZLsNeeDzaBmC9v3zUyVrzN0spu0t5Mgpm4T9UgeEtSUo+v/re3thmdLdfTxLNfen05f1geJg3thyfW7pL+PSXJ6vfrfM9zWb+/y6t5BYyFlxh5SIvl64q337I3g+rrzYXVasXBtDzYFPEhJpFLk8XyWAkV1MQFzespUlNTI92EqIOayPGmi9bcROOiAYGEKnj7bvW+I2ho24/SvF66tSm91bbU3qR9GX4zNVZL+2YYqk4QitqmnuNEr8SVjDvOL/daWiwYlSmCGWds5iEtFq8rvn7L3gyqkTcXJXm9oeh8P5GJxbESaqiJA9p3AHa7Hdu2bYPdbr7weLxCTeSY0cXbbEy0osaCVjV2GP7Ow6t34E/v/Qf3vb0V05duwqLV1dLPzZs2HIuvqJD+TTWkeiZB2x69zH/PRBnVIBjRu7RvRlBLmHmOE71+AQ6jJ2s3APzumkphwYVAYm1l51c1V3r4Op6Rc6YSq9cVX79lmYZa3eZNG45Vc8bj8atHY9Wc8ZirMfZ2ux3WA02YfV6p7vdjBX+uH3rE6lgJJdTEBWdeCQkRoarnqiWY8bT+hDhUNXbghY31mKG573qbXb7mjGKhZBXgKvo/JD9Tepz1NS3Ofurpd8f55bjj/HJBD196q0uq+rNqlifq+SjJ7eE2M+DN/PgK5/jdNZXOerWefzdz/s3E86ptM7LfaF/ZLRBUffXGhnZs+TqPvma7fzp1GKaMKox4fLy/RFOIFIl/aF4JCRGhzFAHgnuz8DfEwR/j4q3ov97MrDb287aJZV51NVJXd0ZlIc4tzxOWVDXbFy3a85FsUfDz8b1Qcao7vh5kjCRa+VpswNv5N3J+PY9hdJyG4yEtEnjq61nhQvZbDrSCiOf3oyHZ0wjRGCJF4huaV0JCSKjquQb7ZuHv7Jm/xkXv1X9KktXnuu/LNtRh1ZzxpnSVnYeqxg7d8lBm+gLIz8eObw5ha9MBjC3p4/eDjJ55MXr+1e/rLQWrnt9ATFKoH9IigUzfz5oO6lZ5CAWxNJMZz7PvJDqheYUjg6+iooIZfBqoiRx/dAlFPdf1NS3S7f7eLPw1oZXFObhpQhle3FiHk6cyTowYF2/HK+2b4bbcqSzjfn1NCwb1yTBlIjzPg5FYWFlfZEbPc18nFWBlvRX/r+0Ixpb0AWD+QUYvwcuIGZV9X0Zp34ygmCSjfbNarbBnF+Evn+3VTe6LBvTGRiBVHvSQXVNibSYzFLPvvAeJUBMXNK+n6O7uRnp6eqSbEVVQEzmqLpF6pefNlPh7swhk9mzutOG4YGgumg6ccDMk3vTRO57nilKeyUoqnmEEWrOlPS7gMvqey5/qaeVtdk3P6HnuywKgZ7JYGcHog4yeefFlRr0lvnky+1SCUbBMkpG+LV5djdc/qkPnCUCBJWpmEz3HaqBmTDb2vf0ePK+1sTaTGarZd96DRKiJA5pXODL4ampqUFFRkfDrBatQEzmqLmv2pkRkNRxfpmTN9ma/bxj+hjjY7XakdDbj8jGusWJkNk+WJDR96Sa3z6yq2qtbLkpFa7a8Gfsn1u5ya4feDfeaM4ql3/c1G6bdV5IF+HaRHQ+s2ob6tiOmx4a/FSnm/nkb3v2iGacP7C39+48vOM1txnrllj26xw+2Sapq7MCLG+swo9SOlfVWnFSiYzZRb6z6a8Zk+wOg+3uQXWtjMY442CFSvAeJUBMXNK+EmCSSq+H4MjWBtiMYIQ56Jq+0b4Ywo6k9np6RmlCe58y2393WpRtGoB7HG5766N1wjYQGqKhGz1simmylL283eKMm5ZpxA/HmZnfdPqhpxQc18lW7jM4+h8IkReNsot5YTUu2YurIAtNmzFtJNM9t6pjY2nQAu/d3wX4qPhqI3TjiUIRIESKD5pUQkxw6dlK6PRw3YSOmIlxmwGxZKK2p0848GSlHpN4Uqxo7pOb1ibW78O9d+w21W5akpI1jNBoaoG2fil4imt5KX3oz9jLzIqOgt7nXh54z8+E0SdE4m6g3Vp9Yu0uYqQ9kf3qfXbO9GS9++BVmlNpx79qPcNN5g0O6HDEh8QLN6ykSfQpeBjWRk9VTvsKJt5twsOJjjZiacJgBz7JQD4zP9FkWSos68+QZ4+qrHJG3/n+6+4ChtntLUjITGiBrn7bvJzVeXG+lL28z5fOmDce+Q8d0QyZmTyzzuoSsDNnxwmWSKotzcPOEUuxr/Mq5LdKzib7Gqtk3GWZ+eydsdizbUIdki2us+LsccbzCe5AINXFA8wrHYKiokNeXTFSoiZykpCRcMP4M3HSw2vBsVbBL3mjNxsbaVjdzE6gZMGKyPU3YScWCBf85jDGjDzlvtkZmDdfXtPhVjmjetOFIS7aaMm0qvpKUjIQG+CpEr/Z9ZUOS85j+xJdWNXZIjeuPLzjN7fW/r5hgI8fzZZKC9fA19+KRqGosxLlRMptoZKyaeZOh94CjAMI2dZb+pGJxjhXP48VKnddQwHuQCDVxQfMKQFEUdHZ2IjMzExaLxfcXEgBqIkfVZe63hxmarQpVyRvVbMwYO1B39SWzGDXZngbPAgX5PYD61sPSWNITNrsQB+oNI+WICrN7GN6fyoXD+2GKD4Nq5NW2L6M3b9pwTBmRj4bmNpQU9MHYQbnCPvT27dkeGYP6OD6/csse4eFFy4zKQuniC2Zn5oP58KUoCgZnJ2FM0YCoua6oY3V9TYv0gcisXnoPOLI6w4Dr97PvqKMCg3q8QHSPB9PLe5AINXHBYmFwZPDV1dVxvWAN1ESOVhfVPHq7OXgzSsFaB9xIO3yhZ7Lf/KRR+KznzTzJApzX346SPj2l7brmjGLpuu+ThvaTtsWIWdCLLfXGv6pbMH3pJmyslSczqTd6b2vUe6J3DkcP7I2ytC6M1mT9m923ng4ba1sxfekm3LNiq+7M7Ko54/H4NZWmjidDb1z4O2aj9bpSWZyDuy8aijFF7lUaxhT19ut3JftNqiW41N++Oh7U30+SxXV+AtF90epq5/iYvnQTFq2uNt3+aCBax0okoSYuOPNKSAjxZkC0qztFut6ltySr+v1dbm2TvRod0T8Lo4uyDR9P0dmPUXNlxOAOK+iFnc2Hhe2y8lva404dWeBcJMEzO1+LPzNjauLX1qYDGF2U7bUsV/3+LqGderOpWgb1yZDOgPszCxeNFQJCRVVjh1u8NeAIY1GNZqDojZcpw/th966duHbKMGe1AX91j7XFDQjxF5pXQkKIzKDJDEi4bzBGi7LrtU1rikpye8B6oEn3OLLYVnWf/porma5FOelo6jjm/Hf/3j2k5hVwL7+lPa6nwTh+0q4bj+rLJLQdPo6/fPY1TtjhjOHVJqi9/nGT8GAga8P0ykJMKM9zztr5Mq+e5zKQpJ9orBAQKkJp1L2Nl9FF2bAeyECF5uHPX90T6WGDJDY0r6fgihUi1ESOWV08DZqeAQnXDcZoUXZfbVNNkc1mQ+0x8VW8r+VJ1X3KzJWRmD2trn/57Gts+NK9VJZerVPAvfyW9ph6NT89Z2B9mYRH1+xEfd0+vP91K2yKfmyarAasZxtWVe3F9WeXGBobwc7eD1YpLW1ZtZ5Rel3xZRgDiSP1Nl5OH5AlXFP81T3eHjZ4DxKhJg5oXuHI4Bs2bFikmxFVUBM5/upiZPYrGDcYXzdYbzNAekX2fbUtKSkJR3vm4y9bv3FLRvFVbUBvn2Zex6t99DSuKnqhAzLM1Pz0Fjdb1dhxavU1YyVttA8Gem1YX9OiW8lhRmUhzj01MxuMGULP8RNo6IF0JvnIN37tK5SJSN4MY6BJa95Mpd41xR/dw1m3N9TwHiRCTVzQvMIRBN3R0YGcnBxYrcxhA6iJHsHQJVQ3GCM3WF8zhkPyM80f95878F5VHRo6Afup9ep97Uevv29+0mg6Zs9bYXg94yqbSTZa8xOAbob/U+tqUTGgN6xQUJIJpybe0B5Xrw1PrN2F4yftmDdteMjqsnobP2ZDD7QLT2j3aYWCrbu+xl+qvnaOFaMmMNgl52TItA1GHKm337y3a4o/IR/xsrgB70Ei1MQFzSsc5SeampqQnZ0d6aZEDdRETrB0CfYNxugN1tuMIWA+Zk67Xn3jYSvsp9arX3yFvBahWqMUcJR68hZvquWtzU34cl+ntP6rXp+8sbG2VSjHVVmcIyyS4ImvFZTW7WzFup2tSLYA4/JcmuhhZhEG7fkMJI5VRjATfbydR6uHLkaPEa5EJH+WBfb2XS16v3nZNSXQGeZgj49IkOj3INkYSHRNtNC8EhIhgnmDMXKD1St6P6Oy0PmZYNUiTUmySl9v333RUOkM2tSRBV7DDF7/uAmvf9zk9h11RSwzBfpVZHGksmxzT0r7ZuDLfZ2mj6cye2KZs9asP4swhCouOliJPkbCRfw5RjgSkQJZFtjMsr++2huOGWYS3XAM+Cax550JiQDBqu+qxcgNVs8AnFue5/zvYNUiLe2bgXnThmN6ZaFz28qqvbj7zSrpDNr6mhbpfvRQa16a/Z4WTz18zarOnliGNdubTS24oOXHF5yGudOGS2uAehJIDVx/MPvQojeGfWlo5hiBtM8s3uqq+vpNBLMWbrDr6pLYg2PAGJx5PUVmpvlYv3iHmsgJRJdQPVHrJfKoZsJbOSzt9qrGDgzJz/S5RKuWSUPzsO9AC9S349pC656zov7Mkurx5NparxUFfOGphzcjNL2yEFNGFmD60k2G9q0A2HfEAm3EgJ4hlaEXIwmI4RbBwEwctrcxrKehOp7+XduCfd98LYwVX6zZ3ixsC2YiUiDLAgdjVli9prDUlTuJeA/yVZkiETWRQfMKRwbf4MGDI92MqIKayAlEF19xe9qZxMLsHobNo4r2BruxthUrq/Y6S3LplcPSGgCZKfG2TKv7560YW5yNX1w6wmesoIxJQ/vh+Em7YL691TQNxLjKjKDMIKmsqtqL4tyeun/3pG+vdGxoPu52vEATb9Zsb3Yzz8FeLtRIHLavMaxngtXFGGaMHYiqxlJcfiqZKyXJ6nMRAL1QhCmnkueCgb/LAlc1dmB3m3ycG50V1l5T4q3UVSAk6j3IV2WKRNREBs0rHBl8LS0t6NevX8Jn8KlQEzlaXbbuOWgqqcLbE7W2eL0nZkyK2g7t6l2A70UBzCbEaD9vhYLhOQo+a+zA8o8anJ8/YZMvYThxSF+30laqsasszhHa1nHkhNSkDu+fiepvxNjTbw3Kxqe7D+jJAwC4ffJg2OyKmxH0XMkqUFo7j2FkjoLqDgsurxyAuX7Orqu6BJKwdPebVW5981V6zNv+jMwMejPBdrsd/VOPY03zISz7sN6tTaGc2TTC+cPysG6na6x5vrnwxFtimjaO3NeDg3pN2Xs8FQ1tR7yu/pZIJOo9SJY4qi5TnKiayKB5hSODr7m5GXl5eb4/nCBQExfam8/pA7LQ3NyM17a0narl6cCIwdR7ovYsJ+SJL5PieXP0dbOXGRSzBkH7easFGJmjoOaAxZkIBQCvbmqQ7vPyMQNw14VDpDd0z1nbOy8ol5rXWeNLpLGnV48rwrmn9QUANB88hjc37xE+k2y14JkPvnLbZsS4ymaH9ZBpEogB8dfAeRpXwFyGv+c5MjozqGeCFUXB9l278eLGVkBTQmzZhjrToQjBmo30NKGTh+Yhu2eK9M2Fiq/EtJVVe9Evy1FM3leYkKIoePeTnXhw02GcPLWghXZVtUQ0rkDi3oO8LVOs3n8STRMZNK+EeMHzxjb7vBKMyzqOFzbugefNV60BqjfLUlmcI51VSUny/QS9vqbFGVKgXe1JL3NfhrebvVmD4G1fT62rdZvBkn1Xz9zI+qP3Grp+f5fb9jFFvf1OpvKFdnZYrxLAdWcWIS8zTbdKgPr//hgSf86Dt0oMvkyvXlyrmdhYPQ4dO+nzM0ZCEYJh6mQmVPaw5Gn4jYTE+Cp3prK16QB2fHMI2vzpYDzwkNjEV8wrcUDzSogOshvbCxvrUXiuPGDeM4HIc5Zl0epqNzMxvbIQc0+Ve/KF1hCpqz3JykupN0ezN3sjCV+en9d71e7NuJ4/LM/rDLKsP6vmjEdp3wxsbTqA0UXZzvhJ7evpEza7IeM6e2IZJg3tJzWYnv3RW7lK7/tXjSsCAOnfNta2uoVymE3U88fAeTNYvkyvmRAFzzK2vl6TZ6Ubu+0YDUUwWhPVTA1XX+0JZNbX88GhQSdmNlGTtBIdxj0bg+YVgMViQW5uLiwW7yvhJBLURH5jswM4Zu0BO8R4S88ZG89kLG9r1usVptdj2YY6pCXLZ2zr93cJN3vAPTnJ1zKgeglfWn53TSUA4C+ffY36QxbYIcYNenLH+eW6f9MzEtqZ3Nc/bnL2D3C9nl65RQwP8OTHF5yGuy8a6uyPpxGcO204rj+7xKcR0qvz+uW+TlxzRjFum1iG5z/8yqmJLPFs2YY6lPbNMJWUZ3ZhC72bnTYeU4a3mR+17Vq049xXNQ2LxYLy4v64aUKmW8yrkfbLZuu9HU87xj1jyn3VcPXWHnW//sZJe1b32N12xDlW9D6XiCTqPcjbg6rdbk9ITWTQvAKwWq0oLi6OdDOiCmoiv3nYFQvGjSzHLcg0ZDbV2ZMn19Z6/btqTDyrDexu65LO5Blpt3qz97zBeyYDeC4DCugnfHmah99dU+k0fD87dVw98+prplDvZu25P8+HAnXm1RfaUlV6RtBXwhLgeM2rt/2aM4rd9v2zvhmo398lrZqgnSk2OhNrpH3az8pm0x8/9dChh7eZn0CMLeC6rswrBqaO6q9rLo2EBXhbSthbAqRnu2RGQfHoi9oez9+SNjZV1ge9/QBitQ4tiZqkpSWR70F616dE1sQTmlc4shr37NmDgQMHJnwGnwo1kc+wWS0KdtU34L6po1HaN8Pnq+rSvhmoauzQLetkpBSPnnmdNLQfGtuPeM1Mls34eiYDGI3n03uNOXpgb/RBJwYO7A2rVVxZC3CFSHhDZiT0ZnJ9VWjwRGYGzBhBLaOLst1W+9Jud/63RhMjhGKpU8C/1+3+hCj4Mrbqd7XXFa3+skoT3vCW6b++psXUg6XsLUX9/i6h1rGvtyeyPixaXe32eTXEwq1ah0XBt/oo+LTNgjvOL3eLaU9kEv0eJLs+JbomWmhe4chqbG9vx4ABAyLdlKiBmshn2KwAOto7oCiKz0QrtbyJ3ittbfynNyOh93py+UcN0hhaLUZj+ozE8+ltVxQFtY3fYHMrUJqXKY3FNZqAIjMSMvPqq0KDJ9qaoIGuG3/NGcV44+NGt4eAyqLeGJKf6QzNOH1AlvP3YzQsJFQxjrKboK/yWeordc84Y72+LP+owVllwhPtuPF2XTH6MOHPErS+2qX3lkJb69iIOdf2wVvssFu1DgClWQqq2iwY1Cc6qwsE+pvxB96DRKiJC5pXQnTQm2Hr0ysVgO+YNLW8id7n1PhPWameOy8od94kJpTnSc2rbPUqT4O4sdZYIX/PG7mZmbdH1+xE2559WFnfipOKBZOHysu4eDNnnjdH7edkbdl74KihfnkeW/ba93c+XqPLeOf2c/HmJ41YW70POT1T0W2zu9WNvXBYX3zvNNfnVVP+1uYm6ZgCwhfjaKR8llYnzzhjvYcTQH6ugm12vD2QeUvI8/yc7C2Ht7AHXw91ZkrWRUNSjlFDGqpVAQkJBJpXQnSQzbCNGdgbg/N6AdCfhdJSv78LM8YO1L2p65Xq+aCm1a+kkvU1LW4zP0YSSowYDM+McpWqxg68sLEeM0pd24yESGjxdXOUvfr+3fs1XtsrO7bea18AfhnY+v1deG9Hi/Rv62takdttx+ZDOzH34pEAXPHEMvPqK4nKH2TmxFf5LEfbxdfuWhOnZ8pWVe3FqjnjTb3+9wdvS9CqM8Sy39sUTUy5bKleI/WRZTHEeg9Feiuy7W5zaOO5r1smlIZtVtOoIQ1kcQxCQgnNKxxZjQUFBczg0xDLmgTzFZc6w6a+Pr3qWwPR0tLi1EWbaCWb7VFvtHqxh+rNVIa2duzkoXluptDISlJGQwZkpY683bBUPXIyUtHR1Q27AmzvsMCu53BPoV19y+ixVDxnYxvbj0iPcfvkwVhX3YLqZle8smrO9cI3/Kmp6evVtapJdV09poxyGVN/k6iMtslXdr23MeFZzssT1cR5e5hSH9b0tAzkuqLtn7claAH5701r2LTl5tTPGJkNnTdtOPYdOuZ8AFhZtRcK5G9B9Hhi7S7n8VfNGY/61sPITz2Os0eWmdbEH8wY0nCtbiYjlu9BoYKauKB5hSODr6AgeOtkxwOxqkkoXnFdc0ax243RUxfVWHmuvuQ5o+lpwLwlnah4Fvw/f1gepo4swN4DR6XmVTujZCQDH3CV3VITRfRuWOtrWrDgb9uFhC/Agu0dvi+msllOf26OerOH5f0y3FbOUrVKSbJ6Dd/wPJ6Rhx9fDwZ2jSaefTFb8soT7cOUOi59jSXVnOhpMGlIX5+z9NoqFnpx2L7eEvh7XZH9rlfNGa+roec51DNsRhbE8ExyM2NUVa4ZN1BY7U09JzO+VeTz+8HEzG8ukuENsXoPCiXUxAXNKwCbzYaGhgaUlJQgKSkp0s2JCmJRk3C84vKmixlTYjTpxDNZad3OVt1SVJ6vns3EhWpng/RW6NKLI0yyKDg3X8G/91lgU7ybWM9ZTn9ujno339oW9+2eWt02sQwTh/TFhi/3C9/dWNuKGWMHGq4b6iuWWKuJrC9mKh1oj6t9eHj94ya88XEjfnXZSMPZ9bIQFgA+Z3I8TZz6AOKt0oUMf64r3n7XajKVFtk5HJIvX1jEc5++wh7MLGqgpeNIt3T7+poWnD4gK6zXWjO/OX8qTwSLWLwHhRpq4oLm9RSdnfLC44lMtGmiF8OnbgvGKy4js27edPFmSoy0VUtJn55oaJO/HpehvsL83TWV0qQcI+it0OUNC4D8ngosp5bL9awj64lndrY/ZZn8wVt/VlXtxf8r6+N33VBPVE1unRDYjd7XjOpnTQfxp48bDe1L1U2WcKUXpwy4L+6gRVvj18wMstnripnftZ7RXXxFheFjeQt70Bt7vhYsyOmZ6vW44bzWmv3NBfqmIBCi7R4UDVATBzSvJCaQzaYA7oZkemWh9LtGzY6RWbeS3B7wp7qe577L+8nbVFnUG1WnjJ8Z46qyqmovNje0o6njmB+tdODv7JLKZ00HsfiKCqz4pAmfNh4Q/u65wtCQ/EyhpqY3ZDffcYOysdlHDLAv9BYfMFo3VMv5w/ph6mAFk84e5nd7jM7O683qadGaE7PnV5bcpGJmBtlfzMwU6vVtzfbmgI6lomf8tKuzbaxtFWakp4wsEMIGAO/aBhvtw7NZQxqO80yIGWheSdSjN5viyaqqvcIMiN6MgtGYOM9Zt2SLgp+P74UKYxM5uu33fMUNAEU56U7jGgiBGFfAfA1VGWur9+Hnl47Akn99KbymX7O92WdNTcD7LPjUkQXO5XEnDe2HL/d1Bmxe9UqjrfnCmPHRsm5nCyp79cDBz75GaV6mc4yZmb0yajIvGJ6Psrxe0ux62fHMzFxraxFHCjMzhUZXaZNh9HW4r9XZZowdKJ2R1uuDzWbzeUwgsERUvQfzSJ9bLZGoJUtiF5pXOOK9ioqKmMGnIZo08ZaR78mE8jyfrzLNxMR5zrrZFWD554dx+ukHMXZQrvB52QXYqAnxZjqnjOiHvQeO4ou9wX1l5LmClT81VO0KsLnV6lZt4L0dLbplpJZtqENp3wyv8cl69VirGjuEJLYNX7ZKwxR8hS9oOX9YHq45oxj1+7uESgCypV096ZeZipZO1wyoXQHe2nkUDZ98DjssKO+X4fbAcv6wPNxxfrkwPrXjx4jJrCzq7Uza0jNUwncMlHhTUWsRBwt/rytGZwplfdNbpQ1wJKp9Z8yAoBsm2UylXh+MaBJIImoslLuS9e++qUOj5h4ULUTTfTnS0LzCkcHXp0+fSDcjqoi0JupN3PMVnC9kRe499xtITJwdFtR1Ol7pe5pXvRtMMDJz9YxgoNxxfjnuOL/crcSStwLvRTnpgslWNTGD3it61ejL6rH+Z9d+N4OoIjOoi6+owJD8TLe6nrJZYBXVpHkajPr9XYbMq2e7PDXRSybTmhDZ+JHN1pVIVr4CzL3a9VXiTT1WsM1NINcVo/0zukobAKz/cj+G9c+SJn4B8ofRQIykrA9b9xzE+pr9APZLl4YN1HxGstyVEbz3j/dlLZG+L0cTNK9wZPDV1taivLw84TP4VCKpiZESUjKM3Gz1LuR7DxxFUU4PNHW4Zh3HFPUWVutJsii4aIAdJbk93L7v6wZjJgEq3Kg3VF8xlvmZadLZYVWT97+2+qw2oKL3it5bMpvMuOrx7hfNmPvnbc5/v/5xI1p1vu+rpJk/GNVEW8tXNn70st+1plUPX69hvZVF00vSCpRwXVc8z6G335+eEZSZVFmyWyCzmItWV+OFD79yjhW14ofWDAdqPqNhNS9v6PavtRM9juzjfVkDvYoLmtdTHDsWWJxgPBIJTfxdt/yacQNRnp+JqsYOrxd0vdqnstkndUZPe+OzAPh/g7Iwuijb7bO+bjCes0Fms9dDhfYGqNcHterBvs7j0r9bAGSlAkZfZKkF5T1f0QOOeFi9Ul1m8MyelxnXa8YNxLVnFnsdL0YTfTwxo4m3sBJf2e96BtXo7KBu3dcQJhIdO3YMW5sOoKH9aNBf1+vp4Wt5Xk8jqPcwqsZZ+/q+0bYu21CHZIv7WPE0w3pl2Yyaz0iWuzKCXj9K+mTg2IH2MLcm+tCO6dMHZNGrnILmlUQV/ma6v7l5jzOb19t69SlJ5moFqGu6q8azJLcHrAfkM4Yy1GVJta+v1ZtGXevhkIUDGOWEzY6VW/bghM2uG+vqT9UDPbRLeOrNYpX2zcC3irOllQpkFOf2QGO7q+3eYhy1JFktQanFGyjeTIi3hSb0DKqZ18x6MaIqoUii+azpAB58cw9OnpqRnl5ZiAnleQEfQy9OWkXdt8y87m7rcnvwNXsd8mcW09dDi/o2RBY2ZXY5YbM1qM2e80DGiZ65Hl2UjW2Sa20i4TmmZ59XgqnyojoJB80riSp83QRmTyzDR3VtXhNxvK1Xb/Ymo11VSM0Mll1QZRfgGZWFwgzrE2t3SeNGI8GYot5ur9Zl5GemYp+P1/W3TSxD1tFmXJmbgz9t1o8P9VzCU+/m7atNnjxxbaVzf75iHLV4zp6rqDfi3W2BlQzzpLxfBgbm9HSbFdbOgMlebc/98zbnA5RnG/UMql6Co97soGps1EQ49X+eCW/BWK1ua9MB7PjmEKApOLeqaq/zN+vvMWR6yK4DeiE82kU6vMWpTxraz+dKekbxdi1SzbTeb+Tc8jzpdm8YCYfxJ57XyHd8mVuZuTZahSFekY3pFzbWY9wl5s99PELzCkcQdFlZGaxWfyp4xieR1GTy0Dy3G/yMykKcW57nnB00kkGuruQEwO2CWFmsv7SlJ7KbkjddZOuey4gG4ypbrlKGL+Na3i8Dz6yvQ34PYN/RI5C9KL9m3EAU9E53vopWb2RGl6/1hvYceYtxzO6ZjANHTjr/rWbpe95U/Y239mRMcTY+/OYAbJoKDLUtXXj4ytG484JyU7NUsllTPVPzs5XbUN0sz57znF30xNPwe/7OgpGh3tB2BB9+Y3XTJZBj+HrQ8FzRDfCerKaNQfa8DqljrbI4JyhF+1Uj/dyGrwRNVDM9cUhf6XdDEa/qT2KYke8YNcSe5jrR78uy37hNAQ6m5CasJlpoXuEoP5GVlRXpZkQVkdDE8yKnLSfkj6l4cm2t281n8tA8ZPdMcTOu0ysLkZ+VrntcT7zpoveKLxop6J0e8D6G9stATUsXAAuadaprjSnq7TTJT6zdZap8lcq3BmXjU48aruMGZeOqcUVISbJKDdnUkQX4pL7dGXpw4MhJTBzSFwOyeziz9GWvmYN1/jbvPgiZkV9f04JBfTIE0+MrRGF9TYubWdIzL3rGFRBnF7UYfU0eaIZ6aV4vNB/1Hgls9BhGrwmy/XlLVvMsxaZeDwBg5ZY9PiuamEFrpJsPHhMeKGXVMUIVr+pPYpiv7wRSKSHR78uy37gCC0r792WpLNC8AnBk8O3YsQMjRoxI+Aw+lXBrIrvIrdvZijvOL8ebnzT6NRvmmbQjWwJzVdVen+uZa9HTpaqxAz9bZe51t1Fye6ag/cgJ6d+GF2R6NSx67OkwV8tVRm6vNKClC8kWBd8ZZMdfd1udcYwqnkbVrHEFIBhXACjK7ekWXqCNm9RLhtvw5X6smjNe96YazAcPPU20M31aE+nLPMq+528FC5l5MDqTF+iM3+kDsvCrc3rht5s6hbFi5hhm4pE9V3TzVUfXcwZ63c5W9O7h/tA7eWge7rxA/oBrltMHZCH54B7U5ub4fBuijRkPNv5UJfD1nUAqJST6fVkW4jLnvBIkH9wDmy0rITXRQvN6ikSPr5ERTk30LnKes6ehOra3jG5PPHUJ1qtmT75VnI1e6cm6tUkBID3Fv9dHf97ytb/NcjJ2UA4+qnNkA+skYYcMT6OpjZv0xo//VIUP7zs/4CVwjeBLE62JNGMK1e/5yqD3hqd5kN0oPWfJgzXjV1nUGytuHYWG9qPSpVQDqV3qDdmbHc/Zdr1kP8+x9UFNKz6oaTUdo6sX+2mz2VDSx/cYMJtwagZ/qhL4+k6gZboS/b7sGQt8+oAsbNsWmkmSWIPmlUQFehezUBtXQD+j20gGbaAZ6QVZaWg+JC9BZSTbPhjLyfrLhcPzsffAUfzts8CNcLhobD+KR9bsxIXD8yPdFADu4QBmwhbe2uwyq3mZaaaPK/u9yZJmQrVk5+iibIwt6YMv97m/NVBg7HdnxuzrLXyhmlTtrL12uxHMxOj6iv0cXZTtcwyEujarmaoEgXzHCFubDmD3/i7Ymw5gbIl/hfnjYclZbYhKopt5LTSvJCrQK9lj5kbiL7LZDKNJBmaWrpWRm5GK71YOiIqar2ap39+F4tyeIT1GZVFvlPTNCOor/Wc++Mr0ErihwttqZt54/WPzs60qerNpshu9v7Gd/j74LdtQJ8Qhy8poya4Xk4b0xXrJW4rSvhl4cm2tbls9k7pkVUO8rbK2vqbFp0beYj9PH+CK65xQnqc71s2Wx/IXvXPu7Zzqfcds2IB2ZcW/ffY1ZpTace/aj3DTeYNNV6EIZCW0WCAejHkg0LzCkdU4dOhQZvBpiIQm2uQFACjM7hEW8+o58+rtRqMoChpOZMG+5yAsFguqvzkU0LEz05OdpXnMloiKNKV9M7C7rQs2BXi3ST+D3F8uHN4Pt08+LeAHBBmhTqwLlSa+0KsisfiKCqQkWXVvdMG80Xvbl/a6YuTVv7cyWp5Jeeu/3I/M9CR0HnPNTpX3c8xU+nqDo7alfn8Xpo4sEGYS+3kkdWqp/uaQz8VR9Pr61uYmKMpADD+libcKHNryWOE2Lv6ODyNhA3pLgVvg+g2p9Z+NxvsGuqRupNA7r+r2kj49MXzoUDyypgbLPqx3/j3ejLkRaF5PkZqaGukmRB2h1kT2Q/VMtjFSE/XsslwU5/Y0VPpJhjrz6qvsjiP+tgXJFuCkAnhbP6lfZqqh5UxnjB2IqsYO7D1wFL3Tk3Hw2Emf34kW1Fe+CoAjJx3/H0z+Vd2Cf1W3YFh+ryDvOfToaaKayN1tXT5nXc8uy8XYQTl45oOvDB/3rLI+yMlIFWIQvd30g3Gj15Y/87Uv9bpi9hW4toyVXiy81rgCjvJkD/59h899P7t+F2pbXL97TzPg7QHzvR0teG9Hi1cDoddXxwx6I2afVwoFFjdDorcPTyNpJnnMqOnVfg6QL11sZHzo1b9Wzby3lQY9f0Nz/7wN/61r012ARkugS+pGAr0HBPftCq6oLMSfq/ZCe/+JBWMebGheAdjtdmzbtg0VFRUJn8GnEmpNZD/U0r4ZwoXMSE3Uj+ranYlD/lDaN8NQ0tUHNa1ItgAzSu1YWW89ZWDlGDGuAPDGx41+ZeBHA+qN3Kgm/rJz3+Hg79QEw/J7mW6DniZrq/dh9qTT8J9d+kl4Kvd9exgqi3Ow98BRwzPFaha9uoypWltXW+LJEyM3em+mx8hvR92X9rqit2CAN/xJ4DQSO641roC7GVD7PiQ/02t7PQ2Ep2Z63022AG17vsLKeiv0HojVUA/Zg4bR5DGjs6eyxDYZMiMoGyfamNiNta1YWbXXaxiGiuw35G0BGi2BJoqFG70HSM97YrIFSDq4B8kW8VobzcY8FNC8krCj90MNBxOH9HXL3p9RWYj1NS0+j5+WZMHxELwDjlXjmkjoGdcrxg5AU/sRfNzQYXhf6iydL1Szsmh1tZtx9fYmYvbEMmEma8OXrT5XyfJ1o/dmeowmLOodQ7ZEsDfCkcCpUr+/S9BzemUhVs0Zr1vhQTUQepqZrQ5x3ZlFuGpcEQDHA4i3Vd+8mWf1794+r35HL7HNE89z6m2cqMe4Z8VW/c4aRLbwhKdp9qdyQiTRe4Dc2nTA8D6i1ZiHCppXEnbCUaZID8+yU0ZmAACExLiS2CYY5cY8uWbcQFx7ZrHuLFtTxzFUFvWWVpkokbzW9rZKlvaGr3ej9xVSYOS37M006H3/ujOLcPSEzc24yxarCCWyEIhVVXvR3tWNuy4cIjWgpX0zDIVhGDWvV40r8vpq3RM982x09lTvfOitNqai1+e0ZCsmDe1neKxoGVrQC4A8p0Dbbj3THKoqCKFAz3iOLso2NFai2ZiHCppXEnYS7QmRhJ8pI/oZmuGMJopy0pFktThjibXlsLTolUczOksjm1G8bWIZFl9Rga1NB5wrkKmf1dtHZXEONtbKZ+W8JYi1HT6Ov3z2NUrzMnWvBVeNK3J+TzWw/hpX10pw+mT3SMaBo65489kTy3Rrqm74cj9yM1J1Df/KLfLYe1Uz2azgiP5Z6DMwD89+2OC2P8DcW6n/1bXhq9bDhmdP/1fX5naO9M7HnReUe13WWG+caFd1U+OVvTGjshAHjp7Aup2tqGk+jJGl8s+p7fT1oBCsldBCjd5M8ZD8TK/fu2bcQIwdlKO70mA8Q/MKRwZsRUUFqw1oCKUmlcU5fi0TGg2cVBCy2M5YxZcmRpPXgsm2PZEdW2bHSc9UK5o6jgVUAqulU14v2BO9pCqV1z9uQv3+LmeSkgx1hlEWizujstAtQUw7w7vmi2/w4sZWnFRaAVhw28Qyr7O+wagK4cu4AnAzroAjScjbQ7a3lfmMxFtqZwVL+vTE6IG9YbVaMWVUodv+9IywHt6SVmWr8b25eQ/e3LzHOVvp63W7NiRBXdK2oHc6CrN7eG2XaihlyVs/PLvErcKM+vZA7zc0aUhft+oQMmIx/lM2U+x5/j01+XzPQbdznkhVB2heT9Hd3Y309MDXe48nQqVJVWNHTBpXwJFO0TMZ6DwR/Oz6WMWXJuE2rgDwjc7CD+HC7Dg50q1fIsko/6o2FktrZJUm7eyVzHB4M1bakk6er3QtUJCZ4tJl2YY6XRMYyfAitf/eFg3QrsxX1diBlVv24ITNjpQkq/A9bYa9zFSp11rPmcJgvqXytoy09nz7et2ul6DnOXvtifpAtO/QMac2K6v2om5/l/R+oPcbWv/lfmc93+mVhdJjxerbPV/n31MTz3OaSFUHaF7hyKyvqalhtQENZjXxVp9OfapWY5/06naOKszEF3v1L7DRQJIF+HZR6DLrYxFqIhKNmlwzbiDmThuONz9pNPR5dfZq3rThqP7mkDNefGXVXvTLStd9DfyXz752loDzNDkyXdbXtODui4YKN9xIG5AH/7ED557WF4Nye2B3u7iohV5Cm4q6wIJnhv1tHuEAyRYFPx/fCz+8eIJwrfWnIoO/aFd787ZQgV5bvBlXwDHjL5tN15vIMPIbCnW95kjjef61mgzIkY9LNdwo3g0szWuCITOZesZTG5vm7bOygPmpIwvw1Lpat1irJ9bu8houEO3GlZBIcc24gc7Xs/4uZnHtmcWoauwwHBurFsy/+80qIdHR28zkhi/34+43qzChXJ4k5MkTa3ehsf2IW/kj9TpjZsncYPPp7gO6cbbeEtpUVlXtxf8r6yO0X/b5Hd8cwu/er0FZvyzhOjxv2nAkWS2m6v36g7busN7r50Bmw/ceOBq2le1iMWxAxfMeq50Jr2s5hKyjzfjtmDLAYpVeC9TQo/OH5WHqyAKvi5PEMjFhXpcuXYpHHnkE33zzDUaOHIklS5ZgwoQJkW5W1OP5I5CZTADCtnnThuPRNTvRtmcfVta34qTiiE3Tvu4B4Pxx+FriUUushgsQEknUuLaSPj10ZwK9MaOy0HSN1Ll/3oY3P2nCFp06qfX7u3SXM11VtRdWi/4iHrLPA476nZ7XqYLMVGT3TI14vV8tqclW5/XVG3/+1HjM6rINdTipODSbXlnoZubvnToM/9m1P2zXz2Ub6pBkteDeqcMAuC9C4S9PrN2FbxVnG/rs4isqkGIFeh/9BtdOOQ0N7UdxwmY3/OCmTeiKhWoDKr5q8Rbl9kTqoTT8u74df676xuu+1u1sdZs8ird4WIuiKFHyUkvOm2++iR/+8IdYunQpzjnnHDz33HN48cUXsWPHDhQX+14q7tChQ+jduzcOHjyIrKws6WdsNht27NiBESNGBBw2oH1NXpjdw/mkqRYL1/4tJcmxHOCW3a4fWN/MNNTu64TdrqBPrzTnbMveA0fRfNBV37Ht8HF0Hj8Ju13BkW4bFAAZacnI6ZmC8vxMVH9zyG3gpliBEwavO8P7Z6K2+RC+M8iOv+62Oi+oxPGKj7q4Q01EqIkc6iLiTZMkAMP6Z6JfVjpaO4+h85gNJ2w2tBw6HpZwlD4ZKSjO7alb4SIUjC3qjR+cXYITJ0/ieGsj2lPyMHGYI0Tlwb/v8LnoxLcGZePnl4zAkn996fbGQDVvqqH9qvUwavd1IqdnqjNj3/ONpGfIGwC8+UmjUJVD/bxq8NV9AXBuU+/h6j09JcmKr1oPo6OrG98cPIbdbV2o239E6E9GqhVdp2LiA/39pCVZkJxkhaIo6N0j5f+3d+fhTVX5/8DfN2mTNt3ovkCbVpCyLy0MlhEUZAqIUjYFR/zVQRlRQVD4zoMj2rIvjoIPDgIjoDAuDF/EhUGxPx5oQWTADmWYsgjSUpaGAoWmW9o09/P9oybt7b3dKGTr5/U8eWhO7vI5n3tIT0/OPYEgCDCazPDyUMHTQ41SkxkeKgH3hfrCUy2gyFiFUD8tJiZ2avFX87ZFS/prVk7feR00aBASEhLwwQcf2Mq6d++OcePGYfny5c3u35pktFVLvmmGMcYYY/bXkmkoSp9IWsuPXLgpGf3uFx2AL19+sF387rfW9V5ym85rdXU1dDodduzYgfHjx9vKZ8+ejZycHGRmZsr2qaqqQlVV3Z3GRqMR0dHRKC4utiVDEASoVCqIoggiAhGhtLQU/v7+UKvVsFik349t3b5huUqlgiAIsFgsOHHpNp7c8CMAwEK1dwJ6NPjDqIZq7xZUy8oFCCBJOQGwkAAVCKoWlIsARBKgEgj17yUWCRAhQC2Q5IsHGyuvjV2ApyAizBsoqqx97g518hCkTf1O6qSCiEhdXV7coU5tvU4EQqiXgOsmglAvSleuU1uvkwBCmDdQWAGIULlFnaSx39l1sualqBIwk8ot6iQtb/11UkNERL33FHeo0924TgQgSke2vDhrnV5++D5syKybj3wvr5MAQrBXbVtpOC3HHtdp5YSemJQYXRdPC/pGDcuB2hvClcpv376NoKCgFnVenXrO640bN2CxWBAeHi4pDw8Ph8FgUNxn+fLlWLhwoaw8NzcXvr6+AICgoCDExMTg8uXLKC4uBhGhuLgY3bt3R1RUFPLz81FaWnfzUHR0NIKDg3Hu3DmYTHUf3d93333w9/fHqVOncPGaERPiai/Id5dUqKiB7bnVF3kq6Dxq7xa0qhGBL/LVCPcGhkbWlRurge8uqxHrBwwIrSu/ViEg0yCgeyChZ2BdY88zCjh2Q0BiMCHOv64895aA3FsCHgwnhOvqyn+6rsKFUuB3HUX4a+pizCpUwVAJjNUTugYQ8koFiCA3qZMIj3r/I++kTpE64P/dL9ry4g51aut1ulgK6P3I9q871Kmt10kFIM6PsPWcClcq3KNOVm25Tta8/FwiYGc+3KJOVnd6nXoGAmNi6t5T3KFOd+M6FZQBUzqLuFJemxdnrVNxUaHkvPfyOqlQO1iQcVmFEZ3sf50MVy7hpOa2rbwlfaP6Hdj4+HhoNBqcPCmdu9y7d29UV1cjNzcXLeXUI69Xr15Fx44dcfjwYSQlJdnKly5dim3btuHMmTOyfe5k5NVisSA3Nxe9evWCp6cnj7xCgJdKREqsiK/ya+fWuEOd7sZf656CiAlxdXlxhzq19TqpBMK4WMKX+QLEevOwXLlObb1OHgIhJbZ2SRsz8cirtU7WvHyVr4JJ5JFXCwnQCCLG13tPcYc63Y3rpBKAiXEWW17aWqd+0R2Q8+tKG6468uohEMbGitiVp4L0KDzy6lRCQkKgVqtlo6xFRUWy0VgrrVYLrVYrK1er1bKbsep/e5T1Ili3VdJUeUJsMJ4f2lky70VpQj01Wi4olosQILam/Nc3v4YsjUzubqy8tmMmoIYEycRwV6+Tcrm8rKk6KeXF1evUluvk8etRxAY5sXLFOtnK23CdrG2lNnb3qFN9d1on6/+fup8VYnSxOknLW18nxfcUF69TW6+TCqSYl9rYBdwf5oNzDb49rbE63Rfqg/99STo3tbE6vfBQZxDkc15feKgzfmww57V/dAD+Z1R3WEi+/b27ToLk/1B99/I69Y8OwOTfxCrGeCd9ptaUK3HqzqtGo0FiYiIyMjIkc14zMjKQkpJyV891N75JyroemzOsNtA51Nd21+MP52/g/58ywGwBBt0XhFceuR+fHy1A/s1yiCIh0EcDPy9PlJrMEH9tyWcNRphEEyL8tegWGQAIAq7erkRltQXGSjOqLCJEkaDxUKGDtwZVNRaUmWpgIYJaEGAWCWZRhIcgINBHg8pqCwQBeKR7ON55sh/e3nsG249eQlWNBb5aD3hr1Aj21QJEqDRbYLYQisur4aP1QJCPBteMJkQFeCEm2AeZZ4tgqhHhp/WAShBgMltQQ4TKags8VAL8vD1hrDTDZLZ+2FRLgPSbWny0algsIkytuG2XUPtRTP091ELtX8mNnaelPITa/ayfhdzpojSeqtqPkRqLQSm+O40ZUM5Je+fMORFQ+/GjpbkN74E7zYtaBTS1SlNj7Vf49aG0q85ThRpRhNlSt68KgLdGBU+VCqIAVFbVQAQQ7qdFfIQ//n2xGEZT7futGoCgAlQqARYL2ToB3p4qhPhp4aESQASYzBaUVJrhqRYQ5KOFTqOGocSE4kozBAL8tGr4+2jxUFd/5N2sABFwzWhCpbl2mkX91Qa8PdUI8PaESiXg4s0KXL1dCY1ahfvCfFFRVQMfrQcGxgXBQyXgq+NXUWIyI8xPC32wDqJI6NkxwPa7aNk/T+FcURl0Gg/0iPRDz44BqBEJx/KKIQhAp0AdtB4qBPpo4KESkHvVCGOlGf5eHgj21eJmWRWMphr4e3uiZ5S/5Ped0u8sq4gAL1sM9e/Ot955H+ijqf39VVODyuuXERkbjId/XW2g4d3/9ZfCavj6z9dKZasC1F8ztbnVBur/Lm9utYH6x73T1Qaul1YhIsAL8RF+OHetFD8bSnG7sgaBOk/Ehvjg4s1y3C43wWQBvDVq1Ii1817VAlBlEaESBFhEgtlS+yezp4cArVoFQQBKq2obudZDBZVKcNrVBlrDqacNAHVLZa1fvx5JSUnYuHEj/va3vyE3Nxd6vb7Z/e252gBjjDHGGGu91vTXmv+SawebPHky1qxZg0WLFqFfv37IysrCnj17WtRxbSlRFHHz5k3ZPIz2jHOijPMixzmR45wo47zIcU6UcV7kOCd1nL7zCgAvvfQS8vPzUVVVhezsbAwdOvSuHp+IcOnSJTj5ILRdcU6UcV7kOCdynBNlnBc5zokyzosc56SOS3ReGWOMMcYYA7jzyhhjjDHGXAh3Xn/l5+fn6BCcDudEGedFjnMixzlRxnmR45wo47zIcU5qOf1qA23Fqw0wxhhjjDk3t1ptwB5EUYTBYOA7+OrhnCjjvMhxTuQ4J8o4L3KcE2WcFznOSR3uvKL2Dj6DwcB38NXDOVHGeZHjnMhxTpRxXuQ4J8o4L3KckzrceWWMMcYYYy6DO6+MMcYYY8xlcOcVgCAICAoKgiAIjg7FaXBOlHFe5DgncpwTZZwXOc6JMs6LHOekDq82wBhjjDHGHIpXG2glURRRUFDAd/DVwzlRxnmR45zIcU6UcV7kOCfKOC9ynJM63HlF7R18xcXFfAdfPZwTZZwXOc6JHOdEGedFjnOijPMixzmpw51XxhhjjDHmMjwcHcC9Zv0LxWg0NrqNxWJBWVkZjEYj1Gq1vUJzapwTZZwXOc6JHOdEGedFjnOijPMi5+45sfbTWjKy7Pad19LSUgBAdHS0gyNhjDHGGGNNKS0tRUBAQJPbuP1qA6Io4urVq/Dz82t0eQmj0Yjo6GhcunSJVyT4FedEGedFjnMixzlRxnmR45wo47zIuXtOiAilpaWIioqCStX0rFa3H3lVqVTo1KlTi7b19/d3ywbRFpwTZZwXOc6JHOdEGedFjnOijPMi5845aW7E1Ypv2GKMMcYYYy6DO6+MMcYYY8xlcOcVgFarRVpaGrRaraNDcRqcE2WcFznOiRznRBnnRY5zoozzIsc5qeP2N2wxxhhjjDH3wSOvjDHGGGPMZXDnlTHGGGOMuQzuvDLGGGOMMZfBnVfGGGOMMeYy2n3ndenSpRg8eDB0Oh06dOiguI0gCLLH+vXr7RuoHbUkJwUFBXj88cfh4+ODkJAQvPLKK6iurrZvoA4WGxsraxfz5893dFh2tW7dOsTFxcHLywuJiYk4ePCgo0NyqPT0dFmbiIiIcHRYdpeVlYXHH38cUVFREAQBX375peR1IkJ6ejqioqLg7e2Nhx9+GLm5uY4J1k6ay8mzzz4razsPPPCAY4K1k+XLl2PgwIHw8/NDWFgYxo0bh7Nnz0q2aW9tpSU5aY9tpaF233mtrq7GE088gRdffLHJ7bZs2YLCwkLbIzU11U4R2l9zObFYLBgzZgzKy8tx6NAhfP7559i5cyfmzp1r50gdb9GiRZJ2sWDBAkeHZDfbt2/HnDlz8MYbb+D48eMYMmQIRo8ejYKCAkeH5lA9e/aUtImTJ086OiS7Ky8vR9++ffH+++8rvr5q1Sq8++67eP/993Hs2DFERETgd7/7HUpLS+0cqf00lxMAGDVqlKTt7Nmzx44R2l9mZiZefvllHDlyBBkZGaipqUFycjLKy8tt27S3ttKSnADtr63IECMioi1btlBAQIDiawBo165ddo3HGTSWkz179pBKpaIrV67Yyj777DPSarVUUlJixwgdS6/X0+rVqx0dhsP85je/oRkzZkjKunXrRvPnz3dQRI6XlpZGffv2dXQYTqXh+6coihQREUErVqywlZlMJgoICKD169c7IEL7U/qdkpqaSikpKQ6Jx1kUFRURAMrMzCQibitE8pwQcVshImr3I68tNXPmTISEhGDgwIFYv349RFF0dEgO8+OPP6JXr16IioqylY0cORJVVVXIzs52YGT2t3LlSgQHB6Nfv35YunRpu5k6UV1djezsbCQnJ0vKk5OTcfjwYQdF5RzOnTuHqKgoxMXFYcqUKbhw4YKjQ3IqeXl5MBgMkraj1Wrx0EMPtfu2c+DAAYSFhaFr166YPn06ioqKHB2SXZWUlAAAgoKCAHBbAeQ5sWrvbcXD0QG4gsWLF+ORRx6Bt7c39u3bh7lz5+LGjRvt6iPi+gwGA8LDwyVlgYGB0Gg0MBgMDorK/mbPno2EhAQEBgbi6NGjeP3115GXl4cPP/zQ0aHdczdu3IDFYpG1g/Dw8HbVBhoaNGgQtm7diq5du+LatWtYsmQJBg8ejNzcXAQHBzs6PKdgbR9KbefixYuOCMkpjB49Gk888QT0ej3y8vLw5ptvYvjw4cjOzm4X36hERHjttdfw4IMPolevXgC4rSjlBOC2Arhp5zU9PR0LFy5scptjx45hwIABLTpe/U5qv379ANTOdXSlzuvdzokgCLIyIlIsdyWtydOrr75qK+vTpw8CAwMxadIk22hse9DwertDG2iL0aNH237u3bs3kpKS0LlzZ3z88cd47bXXHBiZ8+G2IzV58mTbz7169cKAAQOg1+vxz3/+ExMmTHBgZPYxc+ZM/Oc//8GhQ4dkr7XXttJYTtp7WwHctPM6c+ZMTJkypcltYmNj7/j4DzzwAIxGI65duyb7i9BZ3c2cRERE4F//+pek7NatWzCbzS6Tj8a0JU/Wuz3Pnz/v9p3XkJAQqNVq2ShrUVGRy7eBu8nHxwe9e/fGuXPnHB2K07CuvmAwGBAZGWkr57YjFRkZCb1e3y7azqxZs/D1118jKysLnTp1spW357bSWE6UtKe2YuWWndeQkBCEhITcs+MfP34cXl5ejS4j5YzuZk6SkpKwdOlSFBYW2t5Qvv/+e2i1WiQmJt6VczhKW/J0/PhxAJC8yborjUaDxMREZGRkYPz48bbyjIwMpKSkODAy51JVVYXTp09jyJAhjg7FacTFxSEiIgIZGRno378/gNo51JmZmVi5cqWDo3MeN2/exKVLl9z6/YSIMGvWLOzatQsHDhxAXFyc5PX22Faay4mS9tBWGnLLzmtrFBQUoLi4GAUFBbBYLMjJyQEAdOnSBb6+vvjmm29gMBiQlJQEb29v7N+/H2+88Qb++Mc/uu3ckuZykpycjB49euCZZ57B22+/jeLiYsybNw/Tp0+Hv7+/Y4O3kx9//BFHjhzBsGHDEBAQgGPHjuHVV1/F2LFjERMT4+jw7OK1117DM888gwEDBiApKQkbN25EQUEBZsyY4ejQHGbevHl4/PHHERMTg6KiIixZsgRGo9Gtl9ZTUlZWhvPnz9ue5+XlIScnB0FBQYiJicGcOXOwbNky3H///bj//vuxbNky6HQ6/P73v3dg1PdWUzkJCgpCeno6Jk6ciMjISOTn5+PPf/4zQkJCJH8cupuXX34Zn376Kb766iv4+fnZPskJCAiAt7c3BEFod22luZyUlZW1y7Yi47iFDpxDamoqAZA99u/fT0RE3377LfXr1498fX1Jp9NRr169aM2aNWQ2mx0b+D3UXE6IiC5evEhjxowhb29vCgoKopkzZ5LJZHJc0HaWnZ1NgwYNooCAAPLy8qL4+HhKS0uj8vJyR4dmV3/9619Jr9eTRqOhhIQEyXIu7dHkyZMpMjKSPD09KSoqiiZMmEC5ubmODsvu9u/fr/gekpqaSkS1SyClpaVRREQEabVaGjp0KJ08edKxQd9jTeWkoqKCkpOTKTQ0lDw9PSkmJoZSU1OpoKDA0WHfU0r5AEBbtmyxbdPe2kpzOWmvbaUhgYjo3neRGWOMMcYYazte55UxxhhjjLkM7rwyxhhjjDGXwZ1XxhhjjDHmMrjzyhhjjDHGXAZ3XhljjDHGmMvgzitjjDHGGHMZ3HlljDHGGGMugzuvjDHGGGPMZXDnlTHmVg4cOABBEHD79m1Hh8JaoLq6Gl26dMEPP/zQqv12796N/v37QxTFexQZY8xZceeVMeZyDh8+DLVajVGjRsleGzx4MAoLCxEQENDi46Wnp0MQhCYf+fn5d7EGjucsnfyNGzdCr9fjt7/9raR8//79ePTRRxEcHAydTocePXpg7ty5uHLlCgDgsccegyAI+PTTTx0RNmPMgbjzyhhzOZs3b8asWbNw6NAhFBQUSF7TaDSIiIiAIAiK+1osFtlo3bx581BYWGh7dOrUCYsWLZKURUdH37P63E3V1dV2P6fZbL7jfdeuXYvnn39eUrZhwwaMGDECERER2LlzJ06dOoX169ejpKQE77zzjm27P/zhD1i7du0dn5sx5qKIMcZcSFlZGfn5+dGZM2do8uTJtHDhQsnr+/fvJwB069YtIiLasmULBQQE0DfffEPdu3cntVpNFy5caPIcer2eVq9ebXt++/Ztmj59OoWGhpKfnx8NGzaMcnJybK+npaVR3759adOmTRQdHU0+Pj40Y8YMqqmpoZUrV1J4eDiFhobSkiVLJOcBQOvWraNRo0aRl5cXxcbG0j/+8Q/JNpcvX6Ynn3ySOnToQEFBQTR27FjKy8uzvZ6amkopKSm0bNkyioyMJL1eT0RE27Zto8TERPL19aXw8HB66qmn6Nq1a0RElJeXRwAkj9TUVMW6ExH17duX0tLSJHF/8MEHNHbsWNLpdPTWW28REdHXX39NCQkJpNVqKS4ujtLT08lsNjea5+zsbFKpVFRSUmIru3TpEmk0GpozZ47iPtbrSkSUn59PAOiXX35p9ByMMffDI6+MMZeyfft2xMfHIz4+HlOnTsWWLVtARE3uU1FRgeXLl+PDDz9Ebm4uwsLCWnw+IsKYMWNgMBiwZ88eZGdnIyEhAY888giKi4tt2/3yyy/49ttv8d133+Gzzz7D5s2bMWbMGFy+fBmZmZlYuXIlFixYgCNHjkiO/+abb2LixIk4ceIEpk6diqeeegqnT5+2xT1s2DD4+voiKysLhw4dgq+vL0aNGiUZYd23bx9Onz6NjIwM7N69G0DtCOzixYtx4sQJfPnll8jLy8Ozzz4LAIiOjsbOnTsBAGfPnkVhYSHee++9FucEANLS0pCSkoKTJ09i2rRp2Lt3L6ZOnYpXXnkFp06dwoYNG/DRRx9h6dKljR4jKysLXbt2hb+/v61sx44dqK6uxp/+9CfFfTp06GD7Wa/XIywsDAcPHmxV7IwxF+fo3jNjjLXG4MGDac2aNUREZDabKSQkhDIyMmyvK428ApCMlDan/ujjvn37yN/fn0wmk2Sbzp0704YNG4ioduRVp9OR0Wi0vT5y5EiKjY0li8ViK4uPj6fly5fbngOgGTNmSI47aNAgevHFF4mIaNOmTRQfH0+iKNper6qqIm9vb9q7dy8R1Y68hoeHU1VVVZN1Onr0KAGg0tJSIpLnSanuVkojrw1HRocMGULLli2TlG3bto0iIyMbjWn27Nk0fPhwSdmLL75I/v7+Tdalvv79+1N6enqLt2eMuT4PR3acGWOsNc6ePYujR4/iiy++AAB4eHhg8uTJ2Lx5M0aMGNHofhqNBn369Lmjc2ZnZ6OsrAzBwcGS8srKSvzyyy+257GxsfDz87M9Dw8Ph1qthkqlkpQVFRVJjpOUlCR7npOTYzv3+fPnJccFAJPJJDl37969odFoJNscP34c6enpyMnJQXFxsW2eb0FBAXr06NHS6jdqwIABkufZ2dk4duyYZKTVYrHAZDKhoqICOp1OdozKykp4eXlJyoio0fnKSry9vVFRUdHK6Bljrow7r4wxl7Fp0ybU1NSgY8eOtjIigqenJ27duoXAwEDF/by9vVvVIapPFEVERkbiwIEDstfqf4Tt6ekpeU0QBMWyliztZI1VFEUkJibik08+kW0TGhpq+9nHx0fyWnl5OZKTk5GcnIy///3vCA0NRUFBAUaOHNnsDV0qlUo2DUPphqyG5xRFEQsXLsSECRNk2zbsoFqFhITg5MmTkrKuXbuipKQEhYWFiIyMbDJWACguLpbkgjHm/njOK2PMJdTU1GDr1q145513kJOTY3ucOHECer1esYN3NyQkJMBgMMDDwwNdunSRPEJCQtp8/IZzYI8cOYJu3brZzn3u3DmEhYXJzt3UUmBnzpzBjRs3sGLFCgwZMgTdunWTjfhaR2otFoukPDQ0FIWFhbbnRqMReXl5zdYjISEBZ8+elcXZpUsXyehzff3798eZM2ckneVJkyZBo9Fg1apVivvUX9rLOgLdv3//ZuNjjLkP7rwyxlzC7t27cevWLTz33HPo1auX5DFp0iRs2rTpnpx3xIgRSEpKwrhx47B3717k5+fj8OHDWLBgAX766ac2H3/Hjh3YvHkzfv75Z6SlpeHo0aOYOXMmAODpp59GSEgIUlJScPDgQeTl5SEzMxOzZ8/G5cuXGz1mTEwMNBoN1q5diwsXLuDrr7/G4sWLJdvo9XoIgoDdu3fj+vXrKCsrAwAMHz4c27Ztw8GDB/Hf//4XqampUKvVzdbjrbfewtatW5Geno7c3FycPn0a27dvx4IFCxrdZ9iwYSgvL0dubq6tLDo6GqtXr8Z7772H5557DpmZmbh48SJ++OEHvPDCC5J6HDlyBFqtVjb1gjHm3rjzyhhzCZs2bcKIESMURxwnTpyInJwc/Pvf/77r5xUEAXv27MHQoUMxbdo0dO3aFVOmTEF+fj7Cw8PbfPyFCxfi888/R58+ffDxxx/jk08+sc1J1el0yMrKQkxMDCZMmIDu3btj2rRpqKyslNyh31BoaCg++ugj7NixAz169MCKFSvwl7/8RbJNx44dsXDhQsyfPx/h4eG2DvPrr7+OoUOH4rHHHsOjjz6KcePGoXPnzs3WY+TIkdi9ezcyMjIwcOBAPPDAA3j33Xeh1+sb3Sc4OBgTJkyQjZq/9NJL+P7773HlyhWMHz8e3bp1w/PPPw9/f3/MmzfPtt1nn32Gp59+WnE+LWPMfQnUcHITY4wxuxAEAbt27cK4ceMcHYrDnDx5EiNGjFC8Ma0p169fR7du3fDTTz8hLi7uHkbIGHM2PPLKGGPMYXr37o1Vq1a1+ut38/LysG7dOu64MtYO8cgrY4w5CI+8MsZY6/FSWYwx5iA8dsAYY63H0wYYY4wxxpjL4M4rY4wxxhhzGdx5ZYwxxhhjLoM7r4wxxhhjzGVw55UxxhhjjLkM7rwyxhhjjDGXwZ1XxhhjjDHmMrjzyhhjjDHGXMb/AbT1PeWe2WDbAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(8, 6))\n", + "plt.scatter(\n", + " data_for_first_graph[\"air_temperature\"] - 273.15,\n", + " data_for_first_graph[\"daily_precip\"],\n", + " s=10,\n", + ")\n", + "\n", + "plt.xlabel(\"Air Temperature (C)\")\n", + "plt.ylabel(\"Daily Precipitation (mm)\")\n", + "plt.title(\"Air Temperature vs. Daily Precipitation\")\n", + "plt.grid(True, linestyle=\"--\", alpha=0.6)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "32587a0c", "metadata": {}, + "outputs": [], + "source": [ + "merged.to_netcdf(\"check_in_netcdf_file.nc\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "058c4634", + "metadata": {}, + "outputs": [], "source": [] } ],