From 3234afe097473732fd2a89edf236eb02ae32eace Mon Sep 17 00:00:00 2001 From: Rolf Hut Date: Mon, 18 Nov 2024 22:03:18 +0100 Subject: [PATCH] fixed PCRGlobWB demo --- .../example_model_run_pcrglobwb.ipynb | 238 ++++++------------ .../generate_forcing.ipynb | 43 ++-- 2 files changed, 100 insertions(+), 181 deletions(-) diff --git a/book/tutorials_examples/2_HBV_PCRGlobWB_ERA5/example_model_run_pcrglobwb.ipynb b/book/tutorials_examples/2_HBV_PCRGlobWB_ERA5/example_model_run_pcrglobwb.ipynb index 850cd07..f300f22 100644 --- a/book/tutorials_examples/2_HBV_PCRGlobWB_ERA5/example_model_run_pcrglobwb.ipynb +++ b/book/tutorials_examples/2_HBV_PCRGlobWB_ERA5/example_model_run_pcrglobwb.ipynb @@ -89,7 +89,7 @@ "source": [ "parameter_set = ewatercycle.parameter_sets.ParameterSet(\n", " name=\"custom_parameter_set\",\n", - " directory=\"/home/shared/pcrglobwb_global\",\n", + " directory=\"/data/shared/parameter-sets/pcrglobwb_global\",\n", " config=\"./pcrglobwb_uk_05min.ini\",\n", " target_model=\"pcrglobwb\",\n", " supported_model_versions={\"setters\"},\n", @@ -109,7 +109,7 @@ "Parameter set\n", "-------------\n", "name=custom_parameter_set\n", - "directory=/home/shared/pcrglobwb_global\n", + "directory=/data/shared/parameter-sets/pcrglobwb_global\n", "config=pcrglobwb_uk_05min.ini\n", "doi=N/A\n", "target_model=pcrglobwb\n", @@ -175,7 +175,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "parameter_set=ParameterSet(name='custom_parameter_set', directory=PosixPath('/home/shared/pcrglobwb_global'), config=PosixPath('pcrglobwb_uk_05min.ini'), doi='N/A', target_model='pcrglobwb', supported_model_versions={'setters'}, downloader=None) forcing=PCRGlobWBForcing(start_time='1997-08-01T00:00:00Z', end_time='2000-08-31T00:00:00Z', directory=PosixPath('/home/rhut/forcing/UK/work/diagnostic/script'), shape=PosixPath('/home/rhut/forcing/UK/work/diagnostic/script/camelsgb_73010.shp'), filenames={}, precipitationNC='pcrglobwb_OBS6_ERA5_reanaly_1_day_pr_1997-2000_camelsgb_73010.nc', temperatureNC='pcrglobwb_OBS6_ERA5_reanaly_1_day_tas_1997-2000_camelsgb_73010.nc')\n" + "parameter_set=ParameterSet(name='custom_parameter_set', directory=PosixPath('/data/shared/parameter-sets/pcrglobwb_global'), config=PosixPath('pcrglobwb_uk_05min.ini'), doi='N/A', target_model='pcrglobwb', supported_model_versions={'setters'}, downloader=None) forcing=PCRGlobWBForcing(start_time='1997-08-01T00:00:00Z', end_time='2000-08-31T00:00:00Z', directory=PosixPath('/home/rhut/forcing/UK/work/diagnostic/script'), shape=PosixPath('/home/rhut/forcing/UK/work/diagnostic/script/camelsgb_73010.shp'), filenames={}, precipitationNC='pcrglobwb_OBS6_ERA5_reanaly_1_day_pr_1997-2000_camelsgb_73010.nc', temperatureNC='pcrglobwb_OBS6_ERA5_reanaly_1_day_tas_1997-2000_camelsgb_73010.nc')\n" ] } ], @@ -251,8 +251,8 @@ { "data": { "text/plain": [ - "('/home/rhut/repos/eurocsdms_workshop/book/oneModel/additional/pcrglobwb/pcrglobwb_20241029_183731/pcrglobwb_ewatercycle.ini',\n", - " '/home/rhut/repos/eurocsdms_workshop/book/oneModel/additional/pcrglobwb/pcrglobwb_20241029_183731')" + "('/home/rhut/repos/projects/book/tutorials_examples/2_HBV_PCRGlobWB_ERA5/pcrglobwb_20241118_205554/pcrglobwb_ewatercycle.ini',\n", + " '/home/rhut/repos/projects/book/tutorials_examples/2_HBV_PCRGlobWB_ERA5/pcrglobwb_20241118_205554')" ] }, "execution_count": 10, @@ -262,7 +262,7 @@ ], "source": [ "cfg_file, cfg_dir = pcrglob.setup(\n", - " end_time=\"2000-08-31T00:00:00Z\",\n", + " end_time=\"1997-08-31T00:00:00Z\",\n", " max_spinups_in_years=0\n", ")\n", "cfg_file, cfg_dir" @@ -278,7 +278,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "dict_items([('start_time', '1997-08-01T00:00:00Z'), ('end_time', '2000-08-31T00:00:00Z'), ('routing_method', 'accuTravelTime'), ('max_spinups_in_years', '0')])\n" + "dict_items([('start_time', '1997-08-01T00:00:00Z'), ('end_time', '1997-08-31T00:00:00Z'), ('routing_method', 'accuTravelTime'), ('max_spinups_in_years', '0')])\n" ] } ], @@ -416,7 +416,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "2000-08-31T00:00:00Z\r" + "1997-08-31T00:00:00Z\r" ] } ], @@ -865,24 +865,24 @@ "
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-       "  * longitude  (longitude) float64 232B 49.04 49.46 49.88 ... 59.88 60.29 60.71
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"/opt/conda/envs/ewatercycle2/lib/python3.12/site-packages/cartopy/io/__init__.py:241: DownloadWarning: Downloading: https://naturalearth.s3.amazonaws.com/10m_physical/ne_10m_ocean.zip\n", + "/opt/conda/envs/ewatercycle2/lib/python3.12/site-packages/cartopy/io/__init__.py:241: DownloadWarning: Downloading: https://naturalearth.s3.amazonaws.com/10m_physical/ne_10m_rivers_lake_centerlines.zip\n", + "/opt/conda/envs/ewatercycle2/lib/python3.12/site-packages/cartopy/io/__init__.py:241: DownloadWarning: Downloading: https://naturalearth.s3.amazonaws.com/10m_physical/ne_10m_coastline.zip\n" + ] + }, { "data": { - "image/png": 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", + "image/png": 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", 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Vlep/gEREiVBXV4fi4mL07dsXFosl2bdDpJrm/m6XVdfhrPvexOFls6N6/9Ykg+L1ejF79mwUFxdj7dq1ETdht9vh8XgarfstLy+PiEzDmc1mZGZmRnwQERFR++GMYYIH0CBAEcHJ3r178cEHH0SksgBg1KhRMBqNWLt2rfJYSUkJdu3aFVGXIyIioo7D6Y6txBPzTJvD4cC+ffW79IuLi7Fjxw507doVhYWFmDVrFrZv34633noLfr9f6Svp2rUrTCYTsrKycM011+D2229HTk4OunbtijvuuANnnHGGKmNXRERElHpimeAB2hCgbN26NaJb+bbbbgMAzJs3D4sXL8aaNWsAACNGjIj4unXr1injWX/5y19gMBgwe/ZsZVHbypUruQOFiIiog4q1xBNzgDJhwoQWD5aKpufWYrHgiSeeaPHcAiKiziCOOQWilNTc32lHsntQiIiodSJjLE7OJeooxN/phlWRWLbIAjzNmIgoKQwGA6xWK44fPw6j0RixGIyovQoEAjh+/DisVquyTl/QvMRDRETxkyQJBQUFKC4uxsGDB5N9O0Sq0el06NWrV6MzjzSf4iEiInWYTCYUFRWxzEMdislkajIjqPkUDxERqUen03GTLHUKbJIlIiKilONigEJERESpxhFjDwoDFCIiItKcK8YeFAYoREREpLmkHxZIRERE1BCbZImIiCjlxLpJlgEKERERaY4ZFCIiIkopsiwzg0JERESpxe0LwB+I7eRuBihERESkqVjLOwADFCIiItKYK7SkLc0UfdjBAIWIiIg0JTIoVmP0RwAyQCEiIiJNiS2y6WZ91F/DAIWIiIg0pWRQzMygEBERUYpwhnpQ0lniISIiolTh9IgMCptkiYiIKEWIgwKtJmZQiIiIKEWILbLpDFCIiIgoVbBJloiIiFKOKPGkmzhmTERERClCTPFYuQeFiIiIUgUzKERERJRylDFjNskSERFRqnCySZaIiIhSDceMiYiIKOUoY8YmbpIlIiKiFKE0ybLEQ0RERKnCGSrxsEmWiIiIUoLXH4DHFwDAHhQiIiJKEa7QkjaAi9qIiIgoRThCO1BMBh2MejbJEhERUQpoyxZZgAEKERERaagtEzwAAxQiIiLSkDgoMIMBChEREaWK+nN4WOIhIiKiFMESDxEREaWc+iZZBihERESUIsQWWWZQiIiIKGWIDEpGDEvaAAYoREREpCExxWNlBoWIiIhSRX0GhQEKERERpQgHx4yJiIgo1bg4ZkxERESphptkiYiIKOVwkywRERGlHDbJEhERUcpxiDFjrTfJbty4EdOnT0dhYSEkScLrr78e8XlZlrF48WIUFhYiLS0NEyZMwDfffBNxjdvtxs0334zc3Fykp6fj4osvxpEjR2K9FSIiIkpxLk+CMihOpxPDhw/H8uXLm/z8ww8/jMceewzLly/Hli1bYLfbMXnyZNTU1CjXLFiwAKtXr8bLL7+MTz75BA6HAxdddBH8fn+st0NEREQpKhCQ4VJW3cfWgxJbOAPgwgsvxIUXXtjk52RZxrJly7Bo0SLMnDkTAPDcc88hPz8fq1atwvXXX4+qqio8++yzeP755zFp0iQAwAsvvICePXvigw8+wAUXXBDrLREREVEKcnnrEw/pZgM8te6ov1bVHpTi4mKUlpZiypQpymNmsxnjx4/Hpk2bAADbtm2D1+uNuKawsBBDhw5VrmnI7Xajuro64oOIiIhSm2iQ1eskmA2xhRyqBiilpaUAgPz8/IjH8/Pzlc+VlpbCZDKhS5cuzV7T0EMPPYSsrCzlo2fPnmreNhEREWnA4a4fMZYkKaav1WSKp+FNyLLc6o21dM3dd9+Nqqoq5ePw4cOq3SsRERFpw9XGJW2AygGK3W4HgEaZkPLyciWrYrfb4fF4UFlZ2ew1DZnNZmRmZkZ8EBERUWoLz6DEStUApW/fvrDb7Vi7dq3ymMfjwYYNGzB27FgAwKhRo2A0GiOuKSkpwa5du5RriIiIqP1r64gx0IYpHofDgX379im/Li4uxo4dO9C1a1f06tULCxYswJIlS1BUVISioiIsWbIEVqsVV1xxBQAgKysL11xzDW6//Xbk5OSga9euuOOOO3DGGWcoUz1ERETU/jnaeFAg0IYAZevWrZg4caLy69tuuw0AMG/ePKxcuRILFy5EbW0tbrjhBlRWVmLMmDF4//33YbPZlK/5y1/+AoPBgNmzZ6O2thbnn38+Vq5cCb0+9hQQERERpSZnG7fIAoAky7Ks9g1prbq6GllZWaiqqmI/ChERUYr6x8f78eDb3+GSEYVYdvnImN6/eRYPERERaUJpkk32FA8RERGRINbcJ33MmIiIiEhQmmTb0IPCAIWIiKgTeP7zg7joiY9xvCb683Di5VSmeJK8B4WIiIhS03+3Hsauo9XY9ENFwl5TTPG0ZcyYAQoREVEnUFXrBQBUh35MBGeqbJIlIiKi1KQEKHW+hL1mPJtkGaAQERF1cLIsK4FJVQIzKPFskmWAQkRE1ME5PX74A8G9rIkt8YR6UDjFQ0RERA2FZ00SmUFxejjFQ0RERM2ociU+QJFlOWzMmBkUIiIiaiA8KKmuS0yA4vYFEKoqMUAhIiKixpJR4hENsgBgNbLEQ0RERA2EZ02qaxMzZhy+A0Wnk2L+egYoREREHVx1gxJPQNReNBTPFlmAAQoREVGHF17WkWWgxq19FkWZ4GnDFlmAAQoREVGH17DvJBG7UOKZ4AEYoBAREXV4DQOSRDTKssRDRERELWqUQUnAqLGSQWGJh4iIiJqSlBKPhyUeIiIiaoEIUKyhbEYiRo3rMygMUIiIiKgJVaGApGcXa+jXicigsAeFiIiIWiB6Tnp2TQOQqCbZYFCU0YaDAgEGKERERB1andcPjy8AAOgRyqAkoklWrLq3MoNCREREDYlsiV4noTDbEvGYllwcMyYiIqLmiGAk02JAdpoJQIKneDhmTERERA2JYCQrzYjMNCOAxPagMINCREREjVRFBCiGiMe0JDbJZjBAISIiooaUEk+aEVmhDEp1nfZ7UJQmWZZ4iIiIqKHwACXTkrgSj8sjxoyZQSEiIqIGwks8WdZggOLxBVDn9Wv6uqLEwzFjIiIiakSstc9KMyLDZIBOEo9rl0Xx+ALw+IO7VzK46p6IiIgaqh8zNkKnk2BLQJlHlHcAwMpNskRERNRQeIkn/Ectt8mKBlmTQQejvm2hBgMUIiKiDqy6QYCSiFFjlye+EWOAAQoREVGHJjIljTIotdqNGsc7YgwwQCEiIurQ6seMg9mMRIwau+Jc0gYwQCEiIurQmu1B0TBAccS55h5ggEJERNRhef0BpR+kYYCiZQbFyRIPERERNSc8CBHjxYk4MDDeLbIAAxQiIqIOS5RxbBYD9KENbZkJGTMObZFt45I2gAEKERFRhxW+pE3ItCRizFhkUFjiISIiogYaNsiG/zwhY8Ys8RAREVFDLQUoiWiSZQ8KERERNVJdV39QoJCZgDFjZ2hyKJ1TPERERNRQdYMlbUB9sFLj9sEfkDV5XSdLPERERNScpko84Q2zNRpN8nCTLBERETWrytU4QDEZdEgzBksvWjXK8iweIiIialZTGRRA+xONnVzURkRERM0Ry9gyGwQoWRova3OGSjw8i4eIiIgaqT/JuOkARbMMijgsMJU2yfp8Ptx7773o27cv0tLS0K9fPzzwwAMIBALKNbIsY/HixSgsLERaWhomTJiAb775Ru1bISIi6tSaLfFYtAtQ/AEZtV6RQUmhHpSlS5fi6aefxvLly/Hdd9/h4YcfxiOPPIInnnhCuebhhx/GY489huXLl2PLli2w2+2YPHkyampq1L4dIiKiTqu5ACVLw10oYs09kGIlns8++wwzZszAtGnT0KdPH8yaNQtTpkzB1q1bAQSzJ8uWLcOiRYswc+ZMDB06FM899xxcLhdWrVql9u0QERF1SoGArEzTNG6S1S6DIvpP9DoJZkPbwwzVA5Rx48bhww8/xJ49ewAAX331FT755BP89Kc/BQAUFxejtLQUU6ZMUb7GbDZj/Pjx2LRpU5PP6Xa7UV1dHfFBREREzaup80EO7WEL330CaHuisZjgSTfpIUlSm5+n7bmXZvz2t79FVVUVTjvtNOj1evj9fvzxj3/Ez3/+cwBAaWkpACA/Pz/i6/Lz83Hw4MEmn/Ohhx7C/fffr/atEhERdVgiO5Jm1MPUIJNR3ySr/h4UpUE2jvIOoEEG5ZVXXsELL7yAVatWYfv27Xjuuefw5z//Gc8991zEdQ2jKlmWm4207r77blRVVSkfhw8fVvu2iYiIOpTm+k8AINOi3R4UNUaMAQ0yKHfeeSfuuusuXH755QCAM844AwcPHsRDDz2EefPmwW63AwhmUgoKCpSvKy8vb5RVEcxmM8xms9q3SkRE1GG1FKBo2SRbP2Lc9gkeQIMMisvlgk4X+bR6vV4ZM+7bty/sdjvWrl2rfN7j8WDDhg0YO3as2rdDRETUKYn+kiYzKFoGKB51SjyqZ1CmT5+OP/7xj+jVqxeGDBmCL7/8Eo899hh++ctfAgiWdhYsWIAlS5agqKgIRUVFWLJkCaxWK6644gq1b4eIiKhTqmriJGNBy02yKVvieeKJJ/C73/0ON9xwA8rLy1FYWIjrr78ev//975VrFi5ciNraWtxwww2orKzEmDFj8P7778Nms6l9O0RERJ1Sc1tkgchNsi31gLaFWiUe1QMUm82GZcuWYdmyZc1eI0kSFi9ejMWLF6v98kRERIRWmmRDj3n9Muq8AaTFGUyEU6vEw7N4iIiIOqDqFgKUdJMeel0wa6L2JE/KjhkTERFR8iklHkvjAEWSJM1GjZ2eUA9KHAcFAgxQiIiIOqSWSjzhj6vdKFufQUmxMWMiIiJKvpZKPEDYeTwulniIiIgoQZQMijXRGRR1xowZoBAREXVA1XVNn2QsaHWicfhhgfFggEJERNTByLLcYpNs+OOc4iEiIqKEcHr88AdkAFE0yap8orEo8WQwQCEiIqJwIiti0utgMTb9Vi9W4GuVQbGyxENEREThqsPW3De3xl6LJllZlpUeFGZQiIiIKEJLBwUKWRo0ydZ5AwhVlmBlgEJEREThWlvSBtQ3yVarGKCI7AkAWI0s8RAREVGYaAKU+iZZFQOUsJOMdbr4TkhmgEJERNTBtLZFFtBmD4pDNMjGWd4BGKAQERF1ONWt7EAB6oMXp8cPnz+gyuu6POqMGAMMUIiIiDqcaEo8Nkt9ECG2zsbLodKIMcAAhYiIqMOJJkAx6nXKOnq1+lBcKp3DAzBAISIi6nCiCVDCP69WH4pokmWJh4iIiBoRJZvMVgIUtRtlWeIhIiKiZkWzqC34eXW3ybpU2iILMEAhIiLqcKIt8ah9orEj1INiNTFAISIiogZi7UFR60Tj+gwKSzxEREQUps7rh8cX3GuS6CZZ0YPCKR4iIiKKIEaGdRKQ3kqpRfSoqD3Fw02yREREFKG+QdbY6nk4Wao3yYpNsizxEBERUZho+08A9U80rh8zZgaFiIiIwsQSoKh9orHYJMsxYyIiIoogyjVRZVC4qI2IiIgSocrV+knGQn0Pijpjxk4uaiMiIqKmVNVGt+YeiBwzlmU57tfmYYFERETUpJiaZENjxv6ADGdoAqetPL4APP7g/pXWxpujwQCFiIioA4mlByXNqIdRHxxFjrdRVmyRBQArx4yJiKgpsizj1ld24KZV21VJ3VP7Ee1BgQAgSZJq5/GIBlmTQQejPv7wggEKEVEHVOnyYvWXR/HW1yUor3En+3YogWIp8YRfF28GxaniiDHAAIWIqEMqqapVfl5ezQClM6mOMUBRa9RYTPCkq1DeARigEBF1SGXVdcrPS8N+Th1frBkU1QIUcVCgCg2yAAMUIqIOqaSqPigpY4CSdE63DwcqnAl5rVgzKGrtQnGqOGIMMEAhIuqQSsMClHIGKEn36xe2YcKf1+OH4w5NX8frDyjjwtEsagtep86Jxk4Vt8gCDFCIiDqk8ACFJZ7kCgRkbD1QCQD4rqRa09cKb3SNZlEboGKTrIpbZAEGKEREHVJ4UFLGJtmkOnqqFrXeYFYjPHDUgsiC2MwG6HVSVF+j9hQPSzxERNQs9qCkjn3l9WUdrQMU0UcSbfYk/Fqx4K2t6ptkWeIhIqJmlDJASRl7y2uUn2tdbqtf0hZ9gJKl+pgxMyhERNSEmjqvstUTCC5tc/viO2eF2m5vWX0GRetgsX7EOPogQa1NskoGhQEKERE1RbwJ2swGmAzB/81zWVvy7A0v8SQsQIk9g1Jdq9KYMUs8RETUFNF/Ys+yID/TDAAor2GZJxlkWY7oQSmrdmt6NlKsO1CA+jN7WOIhIiJNlYYFKPZMS+gxZlCSobS6Dg63T5mo8fgCqHTFFwi0pC0Biri21uuHxxdo82uzxENERC0SAUpBlgV5oQCFjbLJIfpP+uamo2u6CYC2kzxKk2yUS9oAwBZ2bTyTPBwzJiKiFpWEghF7pgX5tlCAwhJPUoj+k6K8DOQnIFhUelCs0Qcoep0Emzn+Mo9S4mEPChERNaW+xJOm9KCUabx/g5q2tyw4YlyUb4M99L3QslG2LU2yQNgulHgCFJZ4iIioJeElHnuW+Fc7e1CSITyDIr4XWpZ4RIkmlj0o4dfHlUEJlXjUWnWvzrMQEVHKEP9Ct2dZYDEG0+0s8SSeLMthGZQM5aDARJR4YulBAer3prT1RGN/QFbW+at1WCADFCKiDqTO68dJpwdAsAfFHNqDwhJP4h2vcaO6zgedFGySVSaqtAxQXG0r8cS7TdblqQ9sUrrEc/ToUfziF79ATk4OrFYrRowYgW3btimfl2UZixcvRmFhIdLS0jBhwgR88803WtwKEVGnIhaymQ06ZFuNSmOm0+OP2C5L2hPlnT456TAb9MjXuMQTCMioCX2PY+5BscTXgyLKO3qdpATF8VI9QKmsrMQ555wDo9GI//3vf/j222/x6KOPIjs7W7nm4YcfxmOPPYbly5djy5YtsNvtmDx5Mmpqapp/YiIialVJVS2AYP+JJElINxuUCQ2OGieWKO8MyMsAACWDotX3oabOB7EDrq0ZlLYGKI6wgwIlKbpTlFujeoln6dKl6NmzJ1asWKE81qdPH+Xnsixj2bJlWLRoEWbOnAkAeO6555Cfn49Vq1bh+uuvV/uWiIg6DVE+EJkTAMjLNKPmuA9l1XXo3y0jWbfW6SgNsvmRAUqly4s6r1/pD1KLaJBNM+qVIw6iFW+TrCjxqNUgC2iQQVmzZg1Gjx6Nyy67DHl5eRg5ciT+/ve/K58vLi5GaWkppkyZojxmNpsxfvx4bNq0qcnndLvdqK6ujvggIqLGSsImeIT6SZ7EZ1BkWUYgoN1q91RWP8FjAwBkW42ano1Uf5Jx7EGCkkFp46I2kUGxpnKAsn//fjz11FMoKirCe++9h1//+tf4zW9+g3/9618AgNLSUgBAfn5+xNfl5+crn2vooYceQlZWlvLRs2dPtW+biKhDCN+BIijL2pIwavzLlVsw6S8bUOftfKcpizN4RIlHkiRNG2XbugMFiP88HpfKW2QBDQKUQCCAM888E0uWLMHIkSNx/fXX47rrrsNTTz0VcV3DGpUsy83Wre6++25UVVUpH4cPH1b7tomIOoTSJjIoyVp3X+f1Y93u49h/3KmM2HYWJxxunHR6IEmIKKulaoAS74nGam+RBTQIUAoKCnD66adHPDZ48GAcOnQIAGC32wGgUbakvLy8UVZFMJvNyMzMjPggIqLGSproQVG2ySY4QDl6qlb5+bFTnatBV5R3enaxIi3sTVtM8mgx9t2WgwKFeMeMHSpvkQU0CFDOOecc7N69O+KxPXv2oHfv3gCAvn37wm63Y+3atcrnPR4PNmzYgLFjx6p9O0REnUpZUz0omckp8RytrA37uSuhr51s4Rtkw2m57r6tS9rCvybeEo+aTbKqT/HceuutGDt2LJYsWYLZs2dj8+bNeOaZZ/DMM88ACJZ2FixYgCVLlqCoqAhFRUVYsmQJrFYrrrjiCrVvh4io0/D5AyivSZ0ST3gGJfznncE+MWKcHxmg5CegxBPrmnugPoNSU+dFICBDp4ttVFhpklWxxKN6gHLWWWdh9erVuPvuu/HAAw+gb9++WLZsGebOnatcs3DhQtTW1uKGG25AZWUlxowZg/fffx82m03t2yEi6jSOO9wIyMFlWTkZZuVxUeIpr3a32O+ntvAMSmct8YgJHsGuYYknvibZ4NcEZMDh8cWchdFizFiTVfcXXXQRLrroomY/L0kSFi9ejMWLF2vx8kREnZJokM23maEP+xdwXmiKx+MPoNLlRdd0U0LuJzxrcqSTZVCaL/GkZpOsJbQ7xeMLoLrWG3OA4nCLc3hSuAclkfaVc/MsEZFQP2JsiXjcZNAhJxSUJLLME5lB6TwByimXB8drgv0+/fOaLvGIbJaaxEF/bSnxAPE1yjqVJtkUnuJJpB2HTiX7FoiIUkb9kra0Rp9LRh9KeAbleI270+xCEftPumenNSp5iADF4w8ohzqqJZ4MCgBkWtq+C6VdbJJNpOITzmTfAhFRymhqzb1gT/Cosc8faFTG0OqQvFSzt8GCtnDh2Sy1yzzxjBmHf11bdqG0i02yiXSgggEKEZHQ1JI2IT/Bo8ZlNW74AzKMegn9ctMBdJ5Jnj2hCZ6G/SdCvkbZrLgzKHEcGOjyiDFjlngAAMUMUIiIFM31oACJL/GI/pOCrDT06GoNPtZJAhRR4hmY3/Rkqvj+lFapFyzKsqxeBqUN5/HUjxkzgwIAOFJZC7evc9Q0iYhaU1IdDACaClASvU326KngYrbu2Wnonh28n/Cm2Y5sb1moxJPfcgZFzRKPy+OHL3QoY1sOCwTUaZJlD0pIQAYOnuhc2wmJiJoiyzLKQv8itzfZg5LYEo8IRrp3SUP37GDTbmeY5Kmu8yqBR1M9KEDY90LFnhwRVBj1EtKMbSuziNHiNpV42sNhgYm2v5MdQEVE1JSTTg88/gCApptktep7aI4o53TPTkNhKEDpDCUeUd6xZ1qa3SViz1J/3X14/0lbF/G1NYMiy3L7OCww0X44zj4UIiIxYpybYYbJ0Ph/7XmhEk+Fww1fKJDR0pFOmkHZFyrvFDVT3gEAe2gMXM1gMZ4194IoDcUaoNR5AwhVl5hBCfdDOTMoRET1DbLmJj+fmx7cLhuQgQqHuvs3miKyJT2y09C9iwhQ6hAIqLucLNXsDS0Qba68A2izTbY6joMChfom2djGjEWDLIA2l5ea0v4DFJZ4iIiUNzt7ZuMlbQCg00nIsyWmUVaWZSVb0r1LGvIzLdBJweVkFc7EnqicaM2dwRNOBCinXF7VltfFO2IMtP1EY2WLrEkf8yGDLWn3Acr+407V1wUTEbU3Le1AERI1anzS6UGdN1hGsmdZYNTrlDfljj7JszeKEk9mmgEWY/DtV63vhSoBShv3oIj+EzWXtAHtPEDR6yTUuH3KmQdERJ1VSQs7UIREbZMV5Z08mxlmQzDlX5hdX+bpqJxun/J7H9Ct+QBFkqT6Mo9Kkzzx7kAJ/9rYMyhiSRsDFIWYrd/HMg8RdXJlSomn+QAlUdtkw0eMBfFzsR+lIxItB7kZZnRp5cRotXehiL4RNTIobl8gptKTMsGj4hZZoJ0HKH1D65M5yUNEnV1JldjcGk2AkpgMipjeAeozKB25xKOUd1pokBVEpkvtEk9bl7QBgM1sgJhQjmWbrFODLbJAew9QQik07kIhos6upTX3gmiSVfuQuoaONJVBUXahdNwSj9Ig20L/iVBf4lEnm6VGD4pOJ8EWKtPE0oeixRZZoL0HKDnB8x2YQSGizqymzgtn6LC2FntQQp8r17rEEzZiLHTvBMva9pW3fEhgOLWzWWoEKACQZRV9KNGPGoseFKuKS9qAdh6g9BElHu5CIaJOTGRPMi2GFtPsyptijcYlnhZ6UDrysjaRQRnQwoixoBwYqHqJJ84ApQ2TPMygNKFvbjBKPXqqFrUeHhpIRJ1TiTJi3PQOFCHfpv7+jabU96BYlcdED0pVrTdisVdHUef149DJYANwNCWefI2meOJZ1Bb+9TH1oHjUP4cHaOcBStd0E7qE0lHFFSzzEFHnFE3/CRC5f0OrMo/D7VP+NV+YXX8/GWaD8q/zjphF+eG4A7IMdLEakdPKBA8QVm6rUWe7rmolnjaMGocvalNTuw5QAKB/qFGWG2WJqLMqjWLEGAju39C6zCOCj0yLAbYG/5rvyJM8+8I2yEZzWF+ezQxJArx+GSdd8R09UOf1w+0LLsYTPSRtpWyTdbUhQGEGJVK/bmLUmAEKEXVO0SxpE0SZR6tR4/r+E2ujz3XkRtk9ZaEzeKIo7wCAUa9DTnpoqirOMo8o7+gkICPOUV8R4MRW4uEm2SbVZ1BY4iGizqk0ih0oQn6Wur0PDR1pYgeKIJZrdsQARexAGRjFBI8gDnaMN1gUwURmmjHus3AyLbGfaFy/SZYlngj9uQuFiDq50lA/SX5UGZTgm2K5RkeEiAxKjy5NBCgdeJJHKfHktz7BI6h1qnGVSg2yQPgUTwxjxmKTLBe1ReqfJwIUZ4c/xpuIqCkxZVA03ibb1BZZoaP2oLh9fhw4EcziR7MDRVC+F3Fms9RqkAXqx5Tb1CTLEk+knl3SYNRLqPX6UaLxdkQiolRT5/WjMtTQWJDZ8pgxAORlqtP30JyjlcFR2+5NZVCyO2YGpbjCiYAcLI90C2WooqF2BiV5AQrHjJtk0OvQO4cL24iocxKBRppRH9U5LOJNUbMST4s9KMHHSqvr4PUHNHn9ZFDO4MmPboJHUPqB4hz5FhM3agQoSomnDU2yHDNuQn9O8hBRJ6WMGGdZonpzDC/xyLK6ZXGPL6AEPk1lUHIzzDDpdQjI2h9YmEjKGTwxlHeA+mAx3hKPOMk4noMCBWXMmCUeddQ3ynKSh4g6F2VJWys7UAQRoLg8ftU3upZW1UGWAbNB1+SyMp1OUpa3daQ+FHEGz4BYAxSV1t2rteYeqM+gONy+qPo6Pb4AvP7gdQxQmtCPy9qIqJOqX3MfXYCSZtIro6RqZzGOnAr1n2SnNZvNEY2yx6o6ToASXuKJhQgWq2rjO3pA3R6U4N8NWQZq6loPYJ1hQS5LPE1giYeIOisRZEQzYizUl3nU7UNp6pDAhrp3sEkerz+gHLUSa4kn02JAmjH4ph5P07KaAYrZoFeOQ4imD0X0n5gNOhj06oYUHSJAERmUsmo3amJo7CEiau9KYhgxFrQaNW6pQVYo7GDbZA+ecMIXkJFu0sf0PQCCRw+oUeapVjFACX+eaPpQtJrgATpIgJKVZlRGu3hoIBF1JrH2oABhJ+mqHaBUth6giOzK0VMdo0lWlHcGxDjBI+Rnxr9NVs1FbeHPE02A4lAaZNUt7wAdJEABgH65LPMQUedT34PS+g4UQbwpqn2isZJBiarE41L1tZOlrRM8grILJY4Sj1YZlOooAhSXRltkgQ4UoIiNsj+UM4NCRJ2D1x/AcYdYcx/9grBklnjql7WpP+acDPEGKPkqlHjU7EEBYlvWptWIMdCRAhRO8hBRJ3O8xg1ZBgw6CbnpsQQooW2yKgYogYCMklDZpqUMiui5qA3bgNue7Q2dYlwU5SnGDdnjDBa9/gCcnmAfiOoZlGiaZNmD0joxycNdKETUWYjyTn6mJaZTbEUGRc0Sz3GHGx5/ADqp/vmbYjHqlZ7B9r7y3ucPYL8ywRPbiLEQb4knfBTYZlEnSIipSVajLbJAhwpQgtFrcYUTfh4aSESdQFnYFtlYKAFKTZ1qh6yK8o490wJjK+OmYpLnSDsfNT5cWQuPLwCLUddiWaslosTT1pFvEURkmA2qjfmKPTmxNckyg9Kswuw0mA06ePwBHOkgzVdERC0RGZRYA5RuNjMkCfD6ZVS6PKrcSzQ7UIQeHeTQQFHeGZCXEVMGK1x4iactwaLa/SdAfQ9KdW3ri9pcoRJPBgOU5ul1EvpykoeIOpFSsQMlhhFjADDqdchJV7cPJZoGWUFZd9/eAxSlQbZt5R2gPlj0BWRUOGPPoqi55l6IpUlWZFCsLPG0TEzysA+FiDoDcQpurBkUQP1R41gyKN07YAalrYx6HXIzQrtQqmL/XlQrO1DUy2DE0iSrjBkzg9Ky/sygEFEnIjIobQtQ1B01rs+gWFu9tqNskxUZlIExnsHTkD2OxXlalHjatEmWGZSWcRcKEXUmsR4UGE7tbbIxZVC6tP8Mij8gY1+cO1CEeL4XmvSgWKJf1MYm2ShxFwoRdRaBgBw2xRP7BEn9ivX4SzyyLMfUgyKuqXB44jrFN5mOVtbC7QvAZNChZ9fWs0YtsWeJEk/sAYraW2QBIMta3yTb2jI9UeJhk2wrRJPsCacHp1TqTCciSkUnXR54/TIkCcizRb+kTajfhRJ/BqW61qf8S1o0wLYkK82olATaaxZlb3mw/6R/twzo2zjBI8RT4hF9IupmUILBhscfQJ030OK1jlCJx8oApWXpZoOS6vyBjbJE1IGJxV65GeZW9440Rc1tsiJ70jXdBGsUZ7JIktTu+1DiXXEfLp5+IC2meDLMBiXoaq1Rtj6Dwh6UVrHMQ0SdQTz9J0D4m2L8JZ5YyjtCe+9DEacYqxGgiCbntmyT1aIHRZKkqJe1OZUxY2ZQWiVW3jNAIaKOTGQ+7DHuQBFEgHLC6YbX33IavzXiZOJYAhQlg9JOt8nuK4/vDJ5wqTbFA4Qva2s5QBGlPfagRIG7UIioM4hnxBgAulpNMOolyDJQ4Ygvi6JkUKKY4BFEMHOkHWZQZFlWSjwD4ljSJoh19zV1PqVkEi0tSjxAdKPG/oCs9KhwiicK/XJZ4iGijq+ta+4FnU5Cni2+g+qEtpR4erTjEs+xqjq4PH4Y9RJ658Q3wQMANrNB2cQa6/dCrKPPSlM3QBCjxi0FKM6wYIqbZKPQPy9Y4jl0whV32pKIKFWVxtmDAgB5Ko0ax7IDRWjPTbJig2zf3PQ2NSg3JElSm8o8gYCsNLFqlUFpqcQjzuEx6CSYDeqHEx0uQLFnWmA16eELyDh4gocGElHHJN7I8tvYgwIA+bb6U43j0aYm2dC1pVV17e4E+n0qnMHTUFsmeWrcPog1Jer3oIgm2eZLTuHn8EhSfKPWTdE8QHnooYcgSRIWLFigPCbLMhYvXozCwkKkpaVhwoQJ+Oabb1R5PUmSlEme/SzzEFEHJMtyWAYl9iVtQjzTI0Kd148KR3DvVI8YMih5NjP0Oglev4zjNeqcB5QoYoInnjN4Gqr/XkT/ZyGyGxajDmaDuiWWzCjO43Fq2CALaBygbNmyBc888wyGDRsW8fjDDz+Mxx57DMuXL8eWLVtgt9sxefJk1NTUqPK6/ZRJHjbKElHHU13ng8sTTK+3dYoHUKfEI7InVpM+pn/FG/Q65d7bW5lnr4oTPEJbMihaTfCEP2c0PShaNMgCGgYoDocDc+fOxd///nd06dJFeVyWZSxbtgyLFi3CzJkzMXToUDz33HNwuVxYtWqVKq/NXShE1JGJN7FsqxFpcTQnqlHiORZW3ok1zd+9HfahhE/wqFnisYvFeTFks+pPMlY/QImqSVbDLbKAhgHKjTfeiGnTpmHSpEkRjxcXF6O0tBRTpkxRHjObzRg/fjw2bdrU5HO53W5UV1dHfLSEAQoRdWTKBE8c2RMg7JC6OEo8bWmQFdrjsrbyGjdq6nzQ6yT0yY1/gkdQSjwplkFpsUlWwy2yAKBJ2PPyyy9j+/bt2LJlS6PPlZaWAgDy8/MjHs/Pz8fBgwebfL6HHnoI999/f9SvLyZ59h93QpZlTZp3iIiSJd4dKIJySF0c6+7b0iAriHN72tOyNtF/0jvHqmrfR6qVeDKjKPE4NNwiC2iQQTl8+DBuueUWvPDCC7BYmv+Pp2HQ0FIgcffdd6Oqqkr5OHz4cIv30CcnHZIU/IM94eShgUTUsYhGynhGjAEgL/SmWF3nQ62nbacKx5VByQ5mINpTBkXpP1GxQRaoDzbLa9xRTzUlIoNSU9f8FE+7a5Ldtm0bysvLMWrUKBgMBhgMBmzYsAGPP/44DAaDkjkRmRShvLy8UVZFMJvNyMzMjPhoicWoV7rJfyhnmYeIOpbS6uAbejwjxkBwQViaMZgFaGsfyhE1MijtKEDZU6Z+/wkAdMswQycFt7OeiHKzr1Y7UIAom2RFD4oGS9oADQKU888/Hzt37sSOHTuUj9GjR2Pu3LnYsWMH+vXrB7vdjrVr1ypf4/F4sGHDBowdO1a1+6jvQ+EkDxF1LPEeFChIkhT3qLHIoMQyYiyIr2lPAYqaZ/CEM+h1yM2I7YRprdbcA1AOC3S4ffA1s/RU6wyK6s9qs9kwdOjQiMfS09ORk5OjPL5gwQIsWbIERUVFKCoqwpIlS2C1WnHFFVeodh/9u2Vg/e7j3IVCRB1OqbLmvu07UIQ8mxnFFU6UtWEXic8fUN5MRbkmFmKbbE2dD9V1Xk2mUdQky7JmGRQgWOYpr3GjtKoOw3q0fn2VsuZeux4UIPj96ZJuanSNM1QW1GrMWJtnbcXChQtRW1uLG264AZWVlRgzZgzef/992GzqfcP78VRjIuqgRFAQbwYFqC8TlbehUbYs1C9h0EnoZjPH/PVWkwFdrEZUurw4dqoWmfbUDlAqHB5U1Xqhk+rfY9Rkz7Tga1RF3SirZQ+KUa+D1aSHy+NHVa236QAlbJOsFhISoKxfvz7i15IkYfHixVi8eLFmr8kSDxF1RLUeP065gm9M8fagAPFtkxXlnYJsC/S6tk1LFmanodLlxdHKWpxmb7m/MNlEg2yvrlZYjOq/Kcc6alytYYAintfl8Te7TbbdNcmmChGgHK50oc7btu50IqJUI968rCa90icQj7xQ5qMtJZ5jcTTICuJr28MkjziDZ4AG5R0gfC9NlE2yyqI2bQKE1pa1iU2y7W5RW7LlZpiQaTFAloEDJ5hFIaKOob7/xKLKjqe27N8Q6negtH1hmehDOdIOAhSxA0XtBlnBHuP3QinxWLXLoABAdTMHBoopHq0WtXXYAEWSJPRTDg1kgEJEHYMYMY53i6wQT4ByJI4dKIIyydMOlrVptQNFiKXEI8uypj0oQOvL2pSzeNrLorZUovShcBcKEXUQJWEZFDWE/6tdlqNbECaIDEqPOEo8he2wxKPFBA8QFixG0Q/k8vjhCy100y5ACQYezQYo7nZ6WGAqECvvOclDRB1FqUo7UARxonGdN4DqFraGNuVopQtAfBmU9nJg4EmnBxWO4GZy8d6iNhF01rh9ypt/c0TjqkEnKcv21KaUeJptktV2zLhjByic5CGiDkbNHShAcPO2eCOKZdRYluW4zuERRHBTXuOGx9f0QrBUILInPbqkaXb2TIbZoEzEtFbmCS/vaHXeXEtNsrIsh5V42IMSs/7dxKGBjphTl0REqUi8canVgxL+XLGcpHvS6UGdNxhQxFNuykk3wWzQQZbjO1VZa1r3nwj5oYxWa2WeKpe2/Sfhz93Uica1Xj/E2yozKG3Qq2s69DoJTo8fZdWxj9AREaUatdbchxNlnlj+PymyJ91s5rh2gkiS1C7KPPUTPNr0nwjRNspqueZeaOk8HlHekSRoVmLq0AGKyaBD767B8Tf2oRBRe+f1B1AROkhOrSZZoG2TPMopxnGUd4TCdhCg1O9A0TqDEl2AIvqFtMygZCo9KI37YZQtskY9dG1c0teaDh2gAFBGjRmgEFF7V17jhiwDRr2ErtbGq8fbKtb9G0DYDpQ4GmSF9rCsLVElHnuUkzyJzKA0VeJxaDzBA3SCAKW+D4WNskTUvpVWBd/A8zMtqv6rVel7aEOAEs+IsaBkUFJ0F0pVrVcpf2mdQYm1xJOVpl2A0NKYsUvjgwKBThGgMINCRB2DFv0nAJCnZFBi6EFRYUmbIJ7jWFVqBiiivFOQZYFN4xOX60s8LX8vtD6HJ/y5q2u9jQZN6negaNN/AnSGAEXsQuGyNiJq59QeMRba1IOiwoixUJgdfP1UzaBsPXASADBQ4wZZIPYSj6Y9KKFgzBeQlYyJoPUWWaATBCj9coMZlGNVdXB5YltCRESUSpQAJVSSUYt4UyyvcSMQiG4lg5o9KD1CZ/kcPVWbkish3thxDAAwZUi+5q8lSjzHHW74W/he1B8UqF2AYjXpYQiVEhsua9N6iyzQCQKULukmdE0PNpOxD4WI2rOSam0yKLkZJkgS4A/IOOH0tHq90+3DqdAejkIVMijBgw8Bty8Q1esn0p6yGnxbUg2jXsK0Mwo0f73cDDP0Ogn+gKxMbDUlERkUSZKaHTV2aLxFFugEAQpQ3yjLPhQias/KNOpBMeh1yM2IvlFWZE9sFoMq/4I3GXTIswVfP9UmeV7/8igAYPzAPGSrODnVHL1OQrfQ96KlxXWJCFCAsAMDXZEBisut7RZZoNMEKFx5T0Ttn2iSzVdxi6wQy6ixmjtQhFSc5AkEZKW8c8nIwoS9bn4UkzyJGDMOf/6Gu1AcHpZ4VMFJHiJq7wIBWQke1M6gAOGjxq1P8igjxir0nwipuE1226FKHD1ViwyzAZMGa99/ItijGPsWPSGaZ1AsTY8au1jiUUc/7kIhonbuhNMDX0CGTgqul1dbXiwZFBUneIRUDFBEeWfqUHtc6/xjpZyN1EyJx+3zK+cgaZ1BaW5Zm5MlHnWIDMr+446oO9SJiFKJeLPqZjPDqFf/f91tKvGomUHpklolHo8vgLd3lgAALhnRPaGv3VqJR2QzJAmwaZjBAJo/j4ebZFXSo0saTHod3L5ASkXnRETRKgktMVPzFONwsWyTrc+gWFV7/cKs1FrWtmHPcZxyeZFnM+PH/XMS+tqtBYvhI8ZanYMjZDYToNRvkmUGJS4GvQ59cnloIBG1X6XKiLE2AUos22Q7Qwbl9R3B8s704YXQaxwENNRaiSdREzzhr9FwD4qSQeGitviJhW3sQyGi9qhUGTFWdweKkG8Ty9pazqB4fAGUha7RYoqn0uVN+lLNmjovPvi2DEDiyztAfYmnuWCxujb455Op4Tk8ghgjb9iDIr5HGSzxxE9Zec8MChG1Q6UajhgD9ZmZCocHHl+gxfuQ5eDukpx09faCZKUZlX6KZO9Cee+bMrh9AfTvlo6h3TMT/voig+Jw+5RMRbikZFBqI+/DGZrisTJAiR9HjYmoPdPqoEChi9UIoz5YyjjewgbTI6dcAILZE7X7H5RdKKeiPxNIC2+EyjuXjOgOSUpseQcINp6KYK2pMk8yApTmmmQz2IMSPy5rI6L2rEzjHhRJkpBna32SR4slbUIq9KGUV9fh030VAIAZSSjvCPVlnuQGKKKM1LAHRZR4rOxBiZ/YhXK8xt3oD5qIKJXJsqx5BgWoD35aOkn32Cn1+08E8ZzJLPGs+eoYAjJwZq9s9MpRb0opVi01yibioEChqQyK2+eH1x9c2cExYxXYLEblrAc2yhJRe1Jd60OtN1jz16oHJfjcrY8aHxUlHhUneITCFFjWVr/aPnnZE6D++9zULpRErbkH6oMgl8cPrz/YmyS2yAJc1KYapcxTzj4UImo/SqqDb9hdrEZNN5oqJZ6a5ntQtNgiKyglniQFKD8cd2Dn0SrodYk5ubgl9qzmg8VElnhslvoMicjciP4Ts0EHgwZLA4XOFaBwkoeI2iGR5rdrNGIsRFPi0WIHitA92xLxGon2Rmi1/XlFucjJUP84gVi0VOJJZIBi0OuUUWLxus4EjBgDnSxA4S4U6shOOj24adV2vLb9SLJvhVSmBCiZ2r5pKiWeZnahBAKyxj0owZ6P0uo6+BN8LIksy3g9Rco7QH2JJ9kZlPDXESca148Ya3s+UacKUPrncdSYOiZZlrHwv1/hra9LcNerO7GvvCbZt0QqKklQBiVfmeJpusRT4XDD4w9AJ2kzTdTNZoZBJ8EfdnJzonx5+BQOnXTBatJj8umJO7m4OfYWzuOpqROL2hIToDRcd+9MwBZZoLMFKKFJngMnnPD5m19ERNTevLT5MD74rhwA4PEHcNerO3kwZgci3qy1nOABWj/R+EioNyQ/06LJgYV6nYSCUJkn0ZM84uTiC4bYNR2djZYo8RyvcTd6v0p0BiXTElniScQWWaCTBSiFWWmwGHXw+mUcTpHzHojitf+4A39461sAwDXj+iLdpMfWg5V4cfOhJN8ZqaU+g6JtgCKev6bO1+S6eS13oAji0MBENsp6/QG89XXw5OIZIwoT9rotyckwQ6+TEJCD230Fnz+gNKkmvMSjNMlqv0UW6GQBik4noW8uJ3mo4/D6A7j1lR2o9frx4345WPTTwVg49TQAwNL/fa+cgEvtW30PirYBSobZoIyNNlXmUSZ4NGiQFZIxyfPJ3gqcdHqQm2HCuAG5CXvdluh1krIaI7zMI/pAgPrMhtaaK/FouUUW6GQBClBf5tlfwQCF2r/HP9yLr45UIdNiwKOzh0Onk/CLs3vjzF7ZcLh9+N3ruyDLLPW0d6UJKvEALTdnHtNwxFgQz53ISR5xcvFFwwo1HZuNVX4Tkzwii5Fu0ifsXhueaOxMwBZZoFMGKCKDwkkeat+2HjiJv63bBwBYMvMMZcmVXifhT5cOg1Ev4YPvyvHOztJk3ibFyeXxKf9y1brEA7QcoGg5Yix0T/CyNqfbh/e/CZ1cnALTO+HsTXwvEt1/Ev5a1Y0yKAxQVMVJHuoIauq8uPXfOxCQgZkju+OiYZF184H5NvzfhAEAgPvW7MIpl6epp6F2QPzrOcNsgC0Bq81b2iar5ZI2oTDB6+7XfluGWq8ffXKsGN4jKyGvGa2mJnkSuUVWEKUkcaKxGDNOZ4lHXf1yuayN2r/73/wWh0/Wont2GhbPGNLkNTdO7I/+3dJR4fBgyTvfJfgOSS0iQMnXeAeKUJ9BaaIHJZRB6ZGIHpTK2oSUJ1eHpndmJOnk4pY0VeJJSgbF2nQPCks8KhOHBla6vDjp5L8qqf15Z2cJ/rvtCHQS8Jc5I5o9MMxs0GPppcMAAP/eegSbQie0UvtS33+i7Q4UobkzYKpqvagJvTEVJmCKx+nxK/9i10qFw41PQv9dpFp5B6hfd5/sAEX8P4abZDVmNRmU9OR+ZlGonSmtqsPdr+0EAPzfhP74Ud+uLV4/uk9XXHl2bwDA3at3os7rb/F6Sj2JGjEWRIBS3iBAEdmTLlajpv9yTjPpkZNuAgAcCR1MqJW3vjoGf0DG8B5Z6BvKrqeSpvqBRKNqIks8jZpkxZixhgcFAp0wQAHqsygs81B7EgjIuOM/X6Gq1oszumfhlvMHRvV1C6cOgj3TgoMnXFj2wV6N75LUlqgRY6G+ByWyxJOIEWOhvg9F222yYrX9jBGplz0Bws7jqa5Tyl1JyaA0O2bMDIrqlEmeGM7k8fgCKK2qw66jVdiw5zhe234E//rsAN7ZWYIvD1WirLqOmztJUys2HcAn+ypgMerwlzkjYDJE95+vzWLEHy4ZCgD4+8f7setolZa3SSoTpZZEZ1DKwt4UAeBoZTCboWWDrFA/aqxdBuVAhRM7Dp+CTgIuGp7ck4ubI77nLo9fKa9VJ3mKR5ZlOD2JWdSW/H2+SSB2oXxXUo195Q6ccLhxwunBCYcbFQ4PTjjdqKgJ/njC4UGFwx2xHKc5Bp2E/EwLCrMtKMhKQ0G2BYVZaSjIsqAwO/hj13RTyjViUfz2lTvw1tfHMLZ/bqtll7b4vrQaS9/9HgBw77TTMSA0jRatyafnY9qwArz9dQnueu1rvH7DOSm174GaJzIoidiBAgB5oQyK2xdAVa0X2dZgueVYlTgk0Kr5PSgZlBZOVY7XG6HsybiibsizJebPNlZWkwE2iwE1dT6UVdUh02JM6phxQAYcbl/CFrV10gAl+D/3j/dWYNJjG6L+OoNOQtd0E3IzzMjJMCHdZEB5TR1KqupQVl0HX0DG0VO1oVRoZZPPYTboUJBVH8B0sZpgNuhgMuhgNujDfh72mFEHs14X/NGgVz4vrk8zBX9k4JNYgYCMDXuO45+fFuPjvcFGu2Uf7MWsUT1wz08Ho2uojh6vOq8fC17eAY8vgJ+cloe5Y3q16XkWTx+CT/ZWYNfRavzz02L86rz+qtwfaSvRPShmgx5drEZUurwoq3YrAUoidqAI4ZM8WgieXByc3rkkRVbbN8eeaUFNnQOl1XUoyrcpjcOZaYl7+zYbdDDpdfD4g0GrclggMyjqG9YzG92z03D0VC0yLQbkZpiVoCMnw4ScdDNyM0zIyTAjJz34Y26GCZkWI3S6poMAnz+A8ho3SqpqcexUXcSPJVV1OHaqDhUON9y+AA6ccOHACXVTlwadBKtJj3SzIfJHkwHpZgPSzXpYTcE11tbQOmtr6HMZZgMy04I7FjItwR+jLR90RjV1Xry67Qie++wgiiuCZUJJAkb0zMaXh07hv9uO4MPvynD3TwfjslE94g4c//zebnxfWoOcdBOWXjqszc/XzWYOrsJ/9Ws8tnYPLhhiR++c1GsMpHoeXwAVjmAvSKJ6UIBgmScYoNRhkN0GoP6gwISWeDTahfL1kSoUVzhhMeowZYhdk9dQiz3Lgr3lDiWTlowMiiRJyEwzBqsJtT5likfr04w7ZYCSYTZg48KJ8Adk1d6IDXodCrPTUJidhlG9m77G4wugrLoOx06FgpaqWtTU+eD2BuD2+eHxBeD2Nfx5IPRzf9jPA3B7/fD4A/D6gzViX0BGdZ0vqlJUNCxGHTItRtgsBmSmGZXgJfhzAzLDfp1pMSLLakR2mhFdrCZkphmhbyaQa88OVDixctMB/HfbEeWwLpvFgDmje+KqH/dBrxwrth2sxKLVO/F9aQ0W/vdr/HfbESz52VAMyLO16TU/3VeBf3xSDAB4eNYwdLPFtwvjstE98PqOo9j0wwncs3onXrhmDDNvKay8JvimZNLrVMvIRSM/04LvS2siRo0TsQNF0DpAEdmTyafbNW/0jFfDSZ5kBChAMGNT4XCj0uVBnTd4ujIzKBrR66SEv4maDDr07GpFz67q1XB9/gBqvX443X44PT64xI8eX/Axtw9Ojx8u8aPHB4e7/jqnO3hddZ0XNXU+5Y23zhtAndeN8prGy5paI0nBuflsqxHZVlMocAn9XAQy6SZkhQIacV2mxZByb5ayLOOTfRVY8ekBrNtdDtEz2L9bOuaf0xczR3aP+I90VO8uePPmcfjnJ8VY9sFebC4+iQv/+jGuP68/bvrJAFiM0ddsT7k8uP3fXwEA5o7phfMH58f9+5EkCUt+dgYuWLYRn+47gVe3H8WsUT3ifl4gGICv+uIgnt6wH4MLbHh41vC4A6rOrjSsvJPI/zbEJI8YNa7z+pVMjpY7UARR4jle44bb54fZoF6vg88fwJtfBU8uTvXyDhA5yQMkL0ARr1cS1hek9Zhxpw1QOgqDXgebXqfaCmxxlHdNXfD8DxG4VNeGfqzzorrWh5q6+s9V1XpxyuVFVa0XDrcPshz8j6iq1ouDMZSyDDoJXdJNyEk3oYvVhK4ZJnS1mtA1vemPLlaTZqUol8eHV7cfxXObDmBf2MnXEwd1w9Xn9MW4AbnNlvuMeh2uH98f04YV4L43vsGH35dj+bp9ePPrY/jDjKE4b2C3Vl9flmUsWr0LpdV16JebjkXTBqv2e+uTm45bJw/En/73Pf7w1rcYP7BbXIGELMt4Z2cpHn7ve+X7XVpdh58+/jEev3wkftw/R61b73RKEjxiLDTcJivWzqcZg/0pWutiNcJi1KHOG0DJqTr0UXFHyaYfTqDC4UYXqzGq/xaTLV+su69yIxCQk7IHBQgLUEJ/Fww6CWaNWwEYoFAEg14XynSY0LMNX+8Jdf5X1XpQ6QoGLpUuD6pCP56q9eKUyxN63IsqV/C6Wq8fvoCM4zVuHI8ha2MzG9A1Ixis5KSblACna9jPw3+0mVvO0hw+6cK/PjuAV7YcVsplGWYDZo3qgXlj+8S0zKlHFyv+MW803vumFIvXfIuDJ1y46p+bMX14IX530eAWJwde234Ub+8sgUEnYdnlI1RfjHXtuL5486tj+OZYNR5461s88fORbXqezcUnseSd77Dj8CkAQG6GGb86ry/+u+0I9pQ5MPcfn+PWSQNxw8QBHbLsp7WyBI8YCw23yYbvQElEJkeSJHTPTsMPx504dqpW1QAl/ORiYzuYZAs/MNDh8SlZ3OY2SGtFvN6xquDfhfRW/l+qBgYopCqTQYduNnPM/yKv8/pR6fLghMODSpcHJ51Nf4jPVbq88Adk1Lh9qHH7os7UmPQ6dEkPlpZyGgQ23x6rxgfflUGss+mTY8W8sX0wa1SPNmeoJEnC1KEFGFfUDY++vxvPbTqAN786hvW7y7Fw6mmY+6NejTIxh0+6cN+abwAACyYVYViP7Da9dksMeh2WXjoMM/72Kd786hguGVEYUwlpX7kDf/rf9/jgu+ApsFaTHr86rx+uO7cf0s0GXHl2H9y3Zhf+vfUIHl27B5sPnMRf5oxAbgZLPrEoSfCIsdBwm6wywZOA8o5QGApQjqjYh1Lr8eO9XcHTvS8ZmfrlHaD+e19aXYcqVzB7YjboYioXq0FkUMTyvHSNyzuABgHKQw89hNdeew3ff/890tLSMHbsWCxduhSDBg1SrpFlGffffz+eeeYZVFZWYsyYMfjb3/6GIUOaPvSMOj6LUR8cvY7yvBGR6hSBywmnB5VOD066PDjpCAU0oWBGBD0uT7CxuKza3eRBaMK5Rbm4+pw+mDAwr9kyTqwyzAbcN30ILj2zB+5ZvRNfH6nC717fhVe3HcGSn52B0wszAQD+gIxbX9kBh9uH0b27KCcSa2Fo9yxcO64v/t/G/bj39V0Y0y+n1YbB8po6LPtgL17Zchj+gAy9TsKcs3piwflFyAsrQ6SZ9Hh41nCM6ZuDe1/fhY/3VuCnf/0Yf2XJJyalCR4xFhpuk03kFllBNOOqearx2u/K4PT40bNrGs7s1UW159WSCBYrHG7l/LhE958A9WPNJWEZFK2p/gobNmzAjTfeiLPOOgs+nw+LFi3ClClT8O233yI9PZime/jhh/HYY49h5cqVGDhwIB588EFMnjwZu3fvhs3WtmkH6lx0OkkpRfWLsoxc5/U3CmhOOD046XTjpNOLDLMec87q2eaJm2gM7Z6F1Tecg+c/O4A/v78HOw6fwvTln+CX5/TBgkkDseLTYmw9WIkMswF/mTNC87LIgkkD8b9dpTh00oVH3v0e988Y2uR1TrcPz2zcj79/vB+u0BbJyafn47dTB7X453XpqB4Y1iMLN7y4HXvL60s+N04coFrw15GJN4Nk9aAcd7jhD+13AhKcQclSfxfKG+Lk4uGpd3Jxc3LSTTDqJXj9stIPl4wApb4HJRg0a71FFtAgQHn33Xcjfr1ixQrk5eVh27ZtOO+88yDLMpYtW4ZFixZh5syZAIDnnnsO+fn5WLVqFa6//nq1b4kIQDBLI0bBk0mvkzD/nL6YOrQAD7z1Dd7ZWYq/f1yMt74uUfpv7r94iKrTXs1JM+mx5Gdn4BfPfoF/fX4QF4/ojlG96/9l6fMH8PKWw1j2wV5limNEz2zc89PBUW/MLcq34Y2bzsF9b3yD/2xjyScWIoOR6AxKboYZOimY0TvhcCd0xFhQlrWplEE56fRgw57jANpPeQcI/mMsz2bB0VO12FNWAyDxDbJAfQ9KTYK2yAIJOIunqip47kfXrsH/mRUXF6O0tBRTpkxRrjGbzRg/fjw2bdrU5HO43W5UV1dHfBC1d/YsC56cOwor5p+FHl3SUFIV3EY8bVgBZp6ZuMPLxhXlYtaoHpBl4K5Xv4bHF4Asy3j/m1JMWbYR976+CxUON/rkWPHk3DOx+oaxMa/zt5oMeOSy4fjzZcNhMeqUks/n+09o9Ltq//wBWWmSjbb0qRa9TlL6yMqq3cnJoGSrW+J5e2cJfAEZQwozNc2SakGU3ESAkswMiqD1kjZA4yZZWZZx2223Ydy4cRg6NJg6Li0NNijl50c25OXn5+PgwYNNPs9DDz2E+++/X8tbJUqaiaflYW2/8Xhq/T4cPOnC/RcPSXj6edFPB2P97nLsLXfg3td3orjCiS0Hgsc1dE034Zbzi/DzH/WKe6x7Vqjkc2Oo5HPF3z/H7VMG4f/G92fJp4ETDjd8ARk6CcjNSNySNiE/04KyajeOVdUqvTCJ7EHpHnaicSAgx/33Q5R3fjYyNU8ubonIoO0pS36JR0hED4qmGZSbbroJX3/9NV566aVGn2v4P2BZlpv9n/Ldd9+Nqqoq5ePw4cOa3C9RsqSZ9LhtyiD89fKRytknidQl3YT7pgeb1P+99Qi2HKiExajDTRMHYMOdEzBvbB/Vds4MDJV8Lj2zBwIy8Mh7uzFvxWaccMS+FLAjEyO+eTZLUg52FH0oO49UwReQYQiVGhLFnmWBTgI8/gAqnPH93Th80oWtByshScD04e2nvCOI74XIZCWnSbZhgNKOSzw333wz1qxZg3Xr1qFHj/pNlXZ78NwDkUkRysvLG2VVBLPZjMzMzIgPIlLXRcMKcNGwAugkYPboHlh/x0TcccEg1ZYAhrOaDHh09nA8MmtYfcnn8Y/xBUs+ikQfEtiQKCtsO1ip3Ecid9kY9br6N+Y4G2XfCO0+Gds/R3nO9qRhk3QyelCSUeJRPUCRZRk33XQTXnvtNXz00Ufo27dvxOf79u0Lu92OtWvXKo95PB5s2LABY8eOVft2iChKkiTh8ctHYufiC/DwrOEJeWO8bHRPrLlpHAbkZaCs2o2f//1z/G3dPgTEMppOTGzsTPQOFCE/lC356sgpAIntPxEKw8o8bfXurhI8GzrPasaI9lfeARoHqZmWxK8wa7gYrl2OGd94441YtWoV3njjDdhsNiVTkpWVhbS04BbCBQsWYMmSJSgqKkJRURGWLFkCq9WKK664Qu3bIaIY6HRSQv7HE25gvg1rbjoH976+C69tP4pH3tuNT/ZWYGz/HOTagieK59rMyE03I9dmUn2rbrLVef3YV+7AnrIa7ClzYG9ZDfaU1+BIKGuQrH/xixXrYqw8kf0nQvfsNGw7WImjp2I//f14jRv3rdmFd3YG34NOs9sw7YwCtW8xIRr+HUhGicdmMUCSoGyybZcBylNPPQUAmDBhQsTjK1aswPz58wEACxcuRG1tLW644QZlUdv777/PHShEnZTVZMBjs0fg7H45+P0bu/DZ/hP4rJlyT5pRj1ybCTnpZuRmmJGbYUJuhhk5GSbkhP0632ZBZlrqHEBZ5/Xjh+MO7C0LC0bKa3DopEv5n35D9kwLLhqWnDfVhm+KPdpJBkWWZaz+8igeeOtbnHJ5oddJ+L/xsR/WmUoalniSEaDodBJsZoNyBEi73CQrN/dfWhhJkrB48WIsXrxY7ZcnonZs9uieOLNXF7yx4yjKq9044XTjuMODEw43Khxu1HmDp3cfPlmLwydb70tIM+pRkG1BQZYF9sw0FGRZGv0622qMK4iRZRkuj185IDP849AJF/aU1WBvuQMHTzjRXOWqi9WIonwbBuZnYFC+DUX5NhTlZSAniXtiRA+KkJQMSug1j0TZg3LsVC3uWb0T63cH952cXpCJh2cNw9DuWZrdYyI0LPEkI0ABgr0vSoDSHjMoRETxGJCXgdunDGryc063DyccHhx3uENBS33wUuH0oKLGjRNODyocbpwKHUK5/7gT+487m309i1GHgqw02DMtSgBjz0pDTroJDnfwJO/woEOc3B3+uC/KnpmsNCMG5mcEg5G8DAwMBSO5GaaUyfQI+Q0mdrpna784sKHu2cF7aG0XSiAg46Uth/DQO9/D4fbBpNfhlklF+NV5/drFgYCtsRj1yEozoqo2OScZC1lpRiVYTMQUDwMUImo30s0GpJsN6JXT+ptlndePsuo6HDtVh9LqWpRU1aG0qv7XpVV1qHB4UOcNoLjCieKK5oOYaBj1ErLSjMhMMyIr9FGQZUFRng0DQ9mRbjZzygUizcm2GmEy6ODxBQAkqwcl+H1uaZvswRNO/PbVr/H5/pMAgDN7ZePhWcPa3TK21tgzLUqAkrQMSlijbLtf1EZElCwWox69c9LROye92WvcPj/KqtwoqapFaXUdSqrqUHIqGMxUujxINxuUYCO7QfCRlWZElrX+52lGfbsJPqIhSRLyM81KKS0Z00SFoQxKVa0XDrcv4jBLf0DGik+L8ef3d6POG0CaUY87LxiEeWP7JHQcOlHysyzYncRNsg1flyUeIiINmQ169MqxRpWR6YzybRYcPlmL3AxzUhpMbRYjMi3Bxsxjp2oxMD+YFdlTVoOF//0aOw6fAhDcb/KnmcM69PfRHuoJMugkWBPQoNoUBihERJQSxKhxMso7QvcuVlSXVOPoqVr0zU3HU+t/wBMf7YXXL8NmNmDRtMGYc1bPDpW9aoqY5MlMi6+pOx6ZafUhA3tQiIgoaUSjbDJGjIXu2RZ8V1KND78rw9L/fY/vS4NljvNPy8ODPxua8IMUk0UEi8kq7zR8bfagEBFR0oztn4PnPz+A8wbmJu0exAbbFz4/BCA4kr344iG4eHhhh8+ahOubG+ylStZmYaB+ekiSkJAyEwMUIiJq0qTT8/HN/VNVOyiyLXp2re8ruWhYARZfPAS5SdwPkyw/7peDZXNGYHjP7KTdg8igpJsSswCRAQoRETUrmcEJAFwysjuKK5yYMCgPk09v+kDZzkCSJFwyMrlnCYkx40Q16TJAISKilJWbYcYff3ZGsm+DAPQOTUmFZ7W0xACFiIiIWtWvWwZe/b+x6JGgqS4GKERERBSVUb27JOy12v8hBURERNThMEAhIiKilMMAhYiIiFIOAxQiIiJKOQxQiIiIKOUwQCEiIqKUwwCFiIiIUg4DFCIiIko5DFCIiIgo5TBAISIiopTDAIWIiIhSDgMUIiIiSjkMUIiIiCjltMvTjGVZBgBUV1cn+U6IiIgoWuJ9W7yPt6RdBignTpwAAPTs2TPJd0JERESxOnHiBLKyslq8pl0GKF27dgUAHDp0qNXfYEvOOussbNmyJWlf31HuQY3n4D3wHngPqXkPajwH74H3IFRVVaFXr17K+3hL2mWAotMFW2eysrKQmZnZ5ufR6/VJ/fqOcg9qPAfvgffAe0jNe1DjOXgPvIeGxPt4i9fE9Qrt3I033pjUr+8o96DGc/AeeA+8h9S8BzWeg/fAe2gLSY6mUyXFVFdXIysrC1VVVXFHcURERJQYsbx/t8sMitlsxn333Qez2ZzsWyEiIqIoxfL+3S4zKERERNSxtcsMChEREXVsDFCIiIgo5TBASZAnn3wSffv2hcViwahRo/Dxxx83ed31118PSZKwbNmyxN4gRWXjxo2YPn06CgsLIUkSXn/99YjPv/baa7jggguQm5sLSZKwY8eOpNwnRae176fD4cBNN92EHj16IC0tDYMHD8ZTTz2VnJulFj300EM466yzYLPZkJeXh0suuQS7d++OuGb+/PmQJCni4+yzz07SHVNrGKAkwCuvvIIFCxZg0aJF+PLLL3HuuefiwgsvxKFDhyKue/311/HFF1+gsLAwSXdKrXE6nRg+fDiWL1/e7OfPOecc/OlPf0rwnVFbtPb9vPXWW/Huu+/ihRdewHfffYdbb70VN998M954440E3ym1ZsOGDbjxxhvx+eefY+3atfD5fJgyZQqcTmfEdVOnTkVJSYny8c477yTpjqlVMmnuRz/6kfzrX/864rHTTjtNvuuuu5RfHzlyRO7evbu8a9cuuXfv3vJf/vKXBN8lxQqAvHr16iY/V1xcLAOQv/zyy4TeE7VdU9/PIUOGyA888EDEY2eeeaZ87733JvDOqC3Ky8tlAPKGDRuUx+bNmyfPmDEjeTdFMWEGRWMejwfbtm3DlClTIh6fMmUKNm3aBAAIBAK48sorceedd2LIkCHJuE0iasK4ceOwZs0aHD16FLIsY926ddizZw8uuOCCZN8ataKqqgoAGq1UX79+PfLy8jBw4EBcd911KC8vT8btURTa5ar79qSiogJ+vx/5+fkRj+fn56O0tBQAsHTpUhgMBvzmN79Jxi0SUTMef/xxXHfddejRowcMBgN0Oh3+8Y9/YNy4ccm+NWqBLMu47bbbMG7cOAwdOlR5/MILL8Rll12G3r17o7i4GL/73e/wk5/8BNu2beNerRTEACVBJEmK+LUsy5AkCdu2bcNf//pXbN++vdE1RJRcjz/+OD7//HOsWbMGvXv3xsaNG3HDDTegoKAAkyZNSvbtUTNuuukmfP311/jkk08iHp8zZ47y86FDh2L06NHo3bs33n77bcycOTPRt0mtYICisdzcXOj1eiVbIpSXlyM/Px8ff/wxysvL0atXL+Vzfr8ft99+O5YtW4YDBw4k+I6JCABqa2txzz33YPXq1Zg2bRoAYNiwYdixYwf+/Oc/M0BJUTfffDPWrFmDjRs3okePHi1eW1BQgN69e2Pv3r0JujuKBXtQNGYymTBq1CisXbs24vG1a9di7NixuPLKK/H1119jx44dykdhYSHuvPNOvPfee0m6ayLyer3wer2NTl3V6/UIBAJJuitqjizLuOmmm/Daa6/ho48+Qt++fVv9mhMnTuDw4cMoKChIwB1SrJhBSYDbbrsNV155JUaPHo0f//jHeOaZZ3Do0CH8+te/Rk5ODnJyciKuNxqNsNvtGDRoUJLumJrjcDiwb98+5dfFxcXYsWMHunbtil69euHkyZM4dOgQjh07BgDKHga73Q673Z6Ue6bmtfb9HD9+PO68806kpaWhd+/e2LBhA/71r3/hscceS+JdU1NuvPFGrFq1Cm+88QZsNpuStc7KykJaWhocDgcWL16MSy+9FAUFBThw4ADuuece5Obm4mc/+1mS756alNwhos7jb3/7m9y7d2/ZZDLJZ555ZsToW0McM05d69atkwE0+pg3b54sy7K8YsWKJj9/3333JfW+qWmtfT9LSkrk+fPny4WFhbLFYpEHDRokP/roo3IgEEjujVMjTX0fAcgrVqyQZVmWXS6XPGXKFLlbt26y0WiUe/XqJc+bN08+dOhQcm+cmsXDAomIiCjlsAeFiIiIUg4DFCIiIko5DFCIiIgo5TBAISIiopTDAIWIiIhSDgMUIiIiSjkMUIiIiCjlMEAhIiKilMMAhYiIiFIOAxQiIiJKOQxQiIiIKOUwQCEiIqKUwwCFiIiIUg4DFCIiIko5DFCIiIgo5TBAISIiopTDAIWIiIhSDgMUIiIiSjkMUIiIiCjlMEAhIiKilMMAhYiIiFIOAxQiIiJKOQxQiIiIKOUwQCEiIqKUk3IByqZNm6DX6zF16tRk3woREREliSTLspzsmwh37bXXIiMjA//4xz/w7bffolevXsm+JSIiIkqwlMqgOJ1O/Pvf/8b//d//4aKLLsLKlSuVz61cuRLZ2dkR17/++uuQJCnisQcffBB5eXmw2Wy49tprcdddd2HEiBHa3zwRERGpJqUClFdeeQWDBg3CoEGD8Itf/AIrVqxALAmeF198EX/84x+xdOlSbNu2Db169cJTTz2l4R0TERGRFlIqQHn22Wfxi1/8AgAwdepUOBwOfPjhh1F//RNPPIFrrrkGV199NQYOHIjf//73OOOMM7S6XSIiItJIygQou3fvxubNm3H55ZcDAAwGA+bMmYN//vOfMT3Hj370o4jHGv6aiIiIUp8h2TcgPPvss/D5fOjevbvymCzLMBqNqKyshE6na1Tu8Xq9jZ6nYU9KivUAExERURRSIoPi8/nwr3/9C48++ih27NihfHz11Vfo3bs3XnzxRXTr1g01NTVwOp3K1+3YsSPieQYNGoTNmzdHPLZ169ZE/BaIiIhIRSmRQXnrrbdQWVmJa665BllZWRGfmzVrFp599ll8+OGHsFqtuOeee3DzzTdj8+bNEVM+AHDzzTfjuuuuw+jRozF27Fi88sor+Prrr9GvX78E/m6IiIgoXimxB2X69OkIBAJ4++23G31u+/btGDVqFLZt24ZDhw7hzjvvxJEjRzBp0iRcfPHF+NWvfhVRxvnDH/6Axx9/HHV1dZg9ezYyMjKwefNmfPbZZ4n8LREREVEcUiJA0dLkyZNht9vx/PPPJ/tWiIiIKEopUeJRi8vlwtNPP40LLrgAer0eL730Ej744AOsXbs22bdGREREMehQGZTa2lpMnz4d27dvh9vtxqBBg3Dvvfdi5syZyb41IiIiikGHClCIiIioY0iJMWMiIiKicAxQiIiIKOUkLUDZuHEjpk+fjsLCQkiShNdffz3i82VlZZg/fz4KCwthtVoxdepU7N27N+KaH374AT/72c/QrVs3ZGZmYvbs2SgrK1M+v379ekiS1OTHli1bEvHbJCIiojZIWoDidDoxfPhwLF++vNHnZFnGJZdcgv379+ONN97Al19+id69e2PSpEnKJlmn04kpU6ZAkiR89NFH+PTTT+HxeJSdKgAwduxYlJSURHxce+216NOnD0aPHp3Q3y8RERFFLyWaZCVJwurVq3HJJZcAAPbs2YNBgwZh165dGDJkCADA7/cjLy8PS5cuxbXXXov3338fF154ISorK5GZmQkAqKysRNeuXbF27VpMmjSp0et4vV706NEDN910E373u98l7PdHREREsUnJHhS32w0AsFgsymN6vR4mkwmffPKJco0kSTCbzco1FosFOp1OuaahNWvWoKKiAvPnz9fu5omIiChuKRmgnHbaaejduzfuvvtuVFZWwuPx4E9/+hNKS0tRUlICADj77LORnp6O3/72t3C5XHA6nbjzzjsRCASUaxp69tlnccEFF6Bnz56J/O0QERFRjFIyQDEajXj11VexZ88edO3aFVarFevXr8eFF14IvV4PAOjWrRv+85//4M0330RGRgaysrJQVVWFM888U7km3JEjR/Dee+/hmmuuSfRvh4iIiGKUsqvuR40ahR07dqCqqgoejwfdunXDmDFjIppbp0yZgh9++AEVFRUwGAzIzs6G3W5H3759Gz3fihUrkJOTg4svvjiRvw0iIiJqg5TMoITLyspCt27dsHfvXmzduhUzZsxodE1ubi6ys7Px0Ucfoby8vFEQIssyVqxYgauuugpGozFRt05ERERtlLQMisPhwL59+5RfFxcXY8eOHejatSt69eqF//znP+jWrRt69eqFnTt34pZbbsEll1yCKVOmKF+zYsUKDB48GN26dcNnn32GW265BbfeeisGDRoU8VofffQRiouLWd4hIiJqJ5IWoGzduhUTJ05Ufn3bbbcBAObNm4eVK1eipKQEt912G8rKylBQUICrrrqq0Wjw7t27cffdd+PkyZPo06cPFi1ahFtvvbXRaz377LMYO3YsBg8erO1vioiIiFSREntQiIiIiMKlfA8KERERdT4MUIiIiCjlMEAhIiKilMMAhYiIiFIOAxQiIiJKOQxQiIiIKOUwQCEiIqKUwwCFiBJm/fr1kCQJp06dSvatEFGK46I2ItLMhAkTMGLECCxbtgwA4PF4cPLkSeTn50OSpOTeHBGltJQ9zZiIOh6TyQS73Z7s2yCidoAlHiLSxPz587Fhwwb89a9/hSRJkCQJK1eujCjxrFy5EtnZ2XjrrbcwaNAgWK1WzJo1C06nE8899xz69OmDLl264Oabb4bf71ee2+PxYOHChejevTvS09MxZswYrF+/Pjm/USLSBDMoRKSJv/71r9izZw+GDh2KBx54AADwzTffNLrO5XLh8ccfx8svv4yamhrMnDkTM2fORHZ2Nt555x3s378fl156KcaNG4c5c+YAAK6++mocOHAAL7/8MgoLC7F69WpMnToVO3fuRFFRUUJ/n0SkDQYoRKSJrKwsmEwmWK1Wpazz/fffN7rO6/XiqaeeQv/+/QEAs2bNwvPPP4+ysjJkZGTg9NNPx8SJE7Fu3TrMmTMHP/zwA1566SUcOXIEhYWFAIA77rgD7777LlasWIElS5Yk7jdJRJphgEJESWW1WpXgBADy8/PRp08fZGRkRDxWXl4OANi+fTtkWcbAgQMjnsftdiMnJycxN01EmmOAQkRJZTQaI34tSVKTjwUCAQBAIBCAXq/Htm3boNfrI64LD2qIqH1jgEJEmjGZTBHNrWoYOXIk/H4/ysvLce6556r63ESUOjjFQ0Sa6dOnD7744gscOHAAFRUVShYkHgMHDsTcuXNx1VVX4bXXXkNxcTG2bNmCpUuX4p133lHhrokoFTBAISLN3HHHHdDr9Tj99NPRrVs3HDp0SJXnXbFiBa666ircfvvtGDRoEC6++GJ88cUX6NmzpyrPT0TJx02yRERElHKYQSEiIqKUwwCFiIiIUg4DFCIiIko5DFCIiIgo5TBAISIiopTDAIWIiIhSDgMUIiIiSjkMUIiIiCjlMEAhIiKilMMAhYiIiFIOAxQiIiJKOQxQiIiIKOX8fz4Y8E/bqKr/AAAAAElFTkSuQmCC", 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    " ] @@ -1130,36 +1139,35 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 20, "id": "f62de858-940c-46d2-b5ac-5b5268609911", "metadata": {}, "outputs": [], "source": [ - "prepared_forcing_path_caravan_central = \"/data/eurocsdms-data/forcing/camelsgb_73010/caravan\"\n", + "prepared_forcing_path_caravan_central = \"/home/rhut/forcing/caravan/camelsgb_73010\"\n", "camelsgb_forcing = ewatercycle.forcing.sources['CaravanForcing'].load(directory=prepared_forcing_path_caravan_central)\n", - "xr_camelsgb_forcing = xr.open_dataset(camelsgb_forcing['Q'])\n", - "xr_hbv_model_output = xr.open_dataset('~/river_discharge_data.nc')" + "xr_camelsgb_forcing = xr.open_dataset(camelsgb_forcing['Q'])\n" ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 21, "id": "05522b52-eb4a-458e-a44d-cda10229e0be", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 20, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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    " ] @@ -1171,106 +1179,8 @@ "source": [ "timeseries.plot()\n", "xr_camelsgb_forcing[\"Q\"].plot(label=\"Observed discharge\")\n", - "xr_hbv_model_output['Modelled_discharge'].plot(label=\"modelled discharge HBV\")\n", - "plt.legend()" - ] - }, - { - "cell_type": "markdown", - "id": "f66f7632-eed1-4a5d-8852-6f2f0bad8b42", - "metadata": {}, - "source": [ - "## HUH???\n", - "Oh, wait...\n", "\n", - "PCRGlobWB reports in m3/s and HBV and the observation are in mm/day. So we need to multiply the HBV and observational data with the area of the catchment, devide by 1000 (to get to meters) and devide by 86400 to get from days to seconds." - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "cc90867c-f285-4cbf-9ff3-2740ef5d8b27", - "metadata": {}, - "outputs": [], - "source": [ - "# flux_out_Q unit conversion factor from mm/day to m3/s\n", - "conversion_mmday2m3s = 1 / (1000 * 86400)" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "id": "94d8006d-a55e-4b10-bc4d-2041e58abff7", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "248130958.76862004\n" - ] - } - ], - "source": [ - "shape = fiona.open(camelsgb_forcing.shape)\n", - "poly = [shapely.geometry.shape(p[\"geometry\"]) for p in shape][0]\n", - "geod = Geod(ellps=\"WGS84\")\n", - "poly_area, poly_perimeter = geod.geometry_area_perimeter(poly)\n", - "catchment_area_m2 = abs(poly_area)\n", - "print(catchment_area_m2)" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "id": "c2758841-e8c3-498f-9117-9f53f729179d", - "metadata": {}, - "outputs": [], - "source": [ - "xr_camelsgb_forcing[\"Q\"] = xr_camelsgb_forcing[\"Q\"] * conversion_mmday2m3s * catchment_area_m2\n", - "xr_hbv_model_output['Modelled_discharge'] = xr_hbv_model_output['Modelled_discharge']* conversion_mmday2m3s * catchment_area_m2" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "id": "e8d6990b-344d-46c3-bd46-eeec8adcd0d2", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "timeseries.plot()\n", - "xr_camelsgb_forcing[\"Q\"].plot(label=\"Observed discharge\")\n", - "xr_hbv_model_output['Modelled_discharge'].plot(label=\"modelled discharge HBV\")\n", - "plt.legend()\n" - ] - }, - { - "cell_type": "markdown", - "id": "88a81111-8def-4196-aad0-35b1ea3a1a06", - "metadata": {}, - "source": [ - "Still doesn't look to good for PCRGlobWB. This is because for this small area we are only looking at 10-ish pixels and most likely there is a big mismatch between the pixels that drain through the outlet in PCRGlobWB and the actual catchment. Please ask Rolf for details" + "plt.legend()" ] }, { @@ -1285,7 +1195,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 19, "id": "b5846be2", "metadata": {}, "outputs": [], diff --git a/book/tutorials_examples/2_HBV_PCRGlobWB_ERA5/generate_forcing.ipynb b/book/tutorials_examples/2_HBV_PCRGlobWB_ERA5/generate_forcing.ipynb index 02e4466..083fda9 100644 --- a/book/tutorials_examples/2_HBV_PCRGlobWB_ERA5/generate_forcing.ipynb +++ b/book/tutorials_examples/2_HBV_PCRGlobWB_ERA5/generate_forcing.ipynb @@ -48,26 +48,42 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ - "prepared_forcing_path_caravan_central = Path(\"/data/eurocsdms-data/forcing/camelsgb_73010/caravan\")" + "experiment_start_date=\"1997-08-01T00:00:00Z\"\n", + "experiment_end_date=\"2000-08-31T00:00:00Z\"" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ - "# option two: load data that you or someone else generated previously\n", - "camelsgb_forcing = ewatercycle.forcing.sources['CaravanForcing'].load(directory=prepared_forcing_path_caravan_central)" + "# option one: generate forcing data\n", + "camelsgb_forcing = ewatercycle.forcing.sources['CaravanForcing'].generate(\n", + " start_time=experiment_start_date,\n", + " end_time=experiment_end_date,\n", + " directory=\"/home/rhut/forcing/caravan/camelsgb_73010\",\n", + " basin_id=\"camelsgb_73010\",\n", + ")" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "# # option two: load data that you or someone else generated previously\n", + "# camelsgb_forcing = ewatercycle.forcing.sources['CaravanForcing'].load(directory=prepared_forcing_path_caravan_central)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -92,7 +108,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -102,7 +118,7 @@ " start_time='1997-08-01T00:00:00Z',\n", " end_time='2000-08-31T00:00:00Z',\n", " directory=PosixPath('/home/rhut/forcing/UK/work/diagnostic/script'),\n", - " shape=PosixPath('/data/eurocsdms-data/forcing/camelsgb_73010/caravan/camelsgb_73010.shp'),\n", + " shape=PosixPath('/home/rhut/forcing/caravan/camelsgb_73010/camelsgb_73010.shp'),\n", " filenames={},\n", " precipitationNC='pcrglobwb_OBS6_ERA5_reanaly_1_day_pr_1997-2000_camelsgb_73010.nc',\n", " temperatureNC='pcrglobwb_OBS6_ERA5_reanaly_1_day_tas_1997-2000_camelsgb_73010.nc'\n", @@ -114,7 +130,7 @@ " \u001b[33mstart_time\u001b[0m=\u001b[32m'1997-08-01T00:00:00Z'\u001b[0m,\n", " \u001b[33mend_time\u001b[0m=\u001b[32m'2000-08-31T00:00:00Z'\u001b[0m,\n", " \u001b[33mdirectory\u001b[0m=\u001b[1;35mPosixPath\u001b[0m\u001b[1m(\u001b[0m\u001b[32m'/home/rhut/forcing/UK/work/diagnostic/script'\u001b[0m\u001b[1m)\u001b[0m,\n", - " \u001b[33mshape\u001b[0m=\u001b[1;35mPosixPath\u001b[0m\u001b[1m(\u001b[0m\u001b[32m'/data/eurocsdms-data/forcing/camelsgb_73010/caravan/camelsgb_73010.shp'\u001b[0m\u001b[1m)\u001b[0m,\n", + " \u001b[33mshape\u001b[0m=\u001b[1;35mPosixPath\u001b[0m\u001b[1m(\u001b[0m\u001b[32m'/home/rhut/forcing/caravan/camelsgb_73010/camelsgb_73010.shp'\u001b[0m\u001b[1m)\u001b[0m,\n", " \u001b[33mfilenames\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m,\n", " \u001b[33mprecipitationNC\u001b[0m=\u001b[32m'pcrglobwb_OBS6_ERA5_reanaly_1_day_pr_1997-2000_camelsgb_73010.nc'\u001b[0m,\n", " \u001b[33mtemperatureNC\u001b[0m=\u001b[32m'pcrglobwb_OBS6_ERA5_reanaly_1_day_tas_1997-2000_camelsgb_73010.nc'\u001b[0m\n", @@ -138,7 +154,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -284,13 +300,6 @@ " var = list(dataset.data_vars.keys())[0]\n", " dataset[var].isel(time=-1).plot(cmap=\"coolwarm\", robust=True, size=5)" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": {