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MarkMelottoMarkMelotto
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updates to the workshop run, refinement still needed
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‎book/tutorials_examples/6_Africa/2a_calibrate_HBV_montecarlo.ipynb‎

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"\n",
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"!rm -rf hbvlocal_*"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "2c723575-aebe-477e-bcbc-6bec51fe7d4e",
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {

‎book/tutorials_examples/6_Africa/2b_calibrate_HBV_SCE.ipynb‎

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" <span style=\"color: #008000; text-decoration-color: #008000\">'path_ERA5'</span>: <span style=\"color: #008000; text-decoration-color: #008000\">'/home/mmelotto/my_data/workshop_africa/forcing_data/AF_1491830.0/ERA5'</span>,\n",
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" <span style=\"color: #008000; text-decoration-color: #008000\">'path_CMIP6'</span>: <span style=\"color: #008000; text-decoration-color: #008000\">'/home/mmelotto/my_data/workshop_africa/forcing_data/AF_1491830.0/CMIP6'</span>,\n",
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" <span style=\"color: #008000; text-decoration-color: #008000\">'path_output'</span>: <span style=\"color: #008000; text-decoration-color: #008000\">'/home/mmelotto/my_data/workshop_africa/output_data/AF_1491830.0'</span>,\n",
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" <span style=\"color: #008000; text-decoration-color: #008000\">'hbv_parameters'</span>: <span style=\"font-weight: bold\">[</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">10.0</span>, <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.87</span>, <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">592.0</span>, <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1.4</span>, <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.3</span>, <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1.0</span>, <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.09</span>, <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.01</span>, <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.001</span><span style=\"font-weight: bold\">]</span>\n",
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" <span style=\"color: #008000; text-decoration-color: #008000\">'hbv_parameters'</span>: <span style=\"font-weight: bold\">[</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">10.0</span>, <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.87</span>, <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">592.0</span>, <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1.4</span>, <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.3</span>, <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1.0</span>, <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.09</span>, <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.01</span>, <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.001</span><span style=\"font-weight: bold\">]</span>,\n",
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" <span style=\"color: #008000; text-decoration-color: #008000\">'SCE_calibration_parameters'</span>: <span style=\"font-weight: bold\">[</span>\n",
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" <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">6.586012553845907</span>,\n",
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" <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1.0</span>,\n",
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" <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">557.8536779504233</span>,\n",
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" <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2.939688843608312</span>,\n",
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" <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.001</span>,\n",
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" <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1.0</span>,\n",
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" <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.1</span>,\n",
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" <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.00024827990873074545</span>,\n",
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" <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">3.2087728977063117</span>\n",
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" <span style=\"font-weight: bold\">]</span>,\n",
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" <span style=\"color: #008000; text-decoration-color: #008000\">'monte_carlo_calibration_parameters'</span>: <span style=\"font-weight: bold\">[</span>\n",
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" <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2.2809924457194377</span>,\n",
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" <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.8237298558744328</span>,\n",
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" <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">464.7470066408867</span>,\n",
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" <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1.5984658697300798</span>,\n",
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" <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.29785129445020814</span>,\n",
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" <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1.1825488171931156</span>,\n",
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" <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.07487754017358864</span>,\n",
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" <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.008908532718571173</span>,\n",
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" <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">5.605800944680686</span>\n",
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" <span style=\"font-weight: bold\">]</span>\n",
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"<span style=\"font-weight: bold\">}</span>\n",
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"</pre>\n"
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],
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" \u001b[32m'path_ERA5'\u001b[0m: \u001b[32m'/home/mmelotto/my_data/workshop_africa/forcing_data/AF_1491830.0/ERA5'\u001b[0m,\n",
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" \u001b[32m'path_CMIP6'\u001b[0m: \u001b[32m'/home/mmelotto/my_data/workshop_africa/forcing_data/AF_1491830.0/CMIP6'\u001b[0m,\n",
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" \u001b[32m'path_output'\u001b[0m: \u001b[32m'/home/mmelotto/my_data/workshop_africa/output_data/AF_1491830.0'\u001b[0m,\n",
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" \u001b[32m'hbv_parameters'\u001b[0m: \u001b[1m[\u001b[0m\u001b[1;36m10.0\u001b[0m, \u001b[1;36m0.87\u001b[0m, \u001b[1;36m592.0\u001b[0m, \u001b[1;36m1.4\u001b[0m, \u001b[1;36m0.3\u001b[0m, \u001b[1;36m1.0\u001b[0m, \u001b[1;36m0.09\u001b[0m, \u001b[1;36m0.01\u001b[0m, \u001b[1;36m0.001\u001b[0m\u001b[1m]\u001b[0m\n",
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" \u001b[32m'hbv_parameters'\u001b[0m: \u001b[1m[\u001b[0m\u001b[1;36m10.0\u001b[0m, \u001b[1;36m0.87\u001b[0m, \u001b[1;36m592.0\u001b[0m, \u001b[1;36m1.4\u001b[0m, \u001b[1;36m0.3\u001b[0m, \u001b[1;36m1.0\u001b[0m, \u001b[1;36m0.09\u001b[0m, \u001b[1;36m0.01\u001b[0m, \u001b[1;36m0.001\u001b[0m\u001b[1m]\u001b[0m,\n",
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" \u001b[32m'SCE_calibration_parameters'\u001b[0m: \u001b[1m[\u001b[0m\n",
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" \u001b[1;36m6.586012553845907\u001b[0m,\n",
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" \u001b[1;36m1.0\u001b[0m,\n",
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" \u001b[1;36m557.8536779504233\u001b[0m,\n",
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" \u001b[1;36m2.939688843608312\u001b[0m,\n",
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" \u001b[1;36m0.001\u001b[0m,\n",
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" \u001b[1;36m1.0\u001b[0m,\n",
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" \u001b[1;36m0.1\u001b[0m,\n",
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" \u001b[1;36m0.00024827990873074545\u001b[0m,\n",
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" \u001b[1;36m3.2087728977063117\u001b[0m\n",
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" \u001b[1m]\u001b[0m,\n",
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" \u001b[32m'monte_carlo_calibration_parameters'\u001b[0m: \u001b[1m[\u001b[0m\n",
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" \u001b[1;36m2.2809924457194377\u001b[0m,\n",
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" \u001b[1;36m0.8237298558744328\u001b[0m,\n",
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" \u001b[1;36m464.7470066408867\u001b[0m,\n",
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" \u001b[1;36m1.5984658697300798\u001b[0m,\n",
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" \u001b[1;36m0.29785129445020814\u001b[0m,\n",
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" \u001b[1;36m1.1825488171931156\u001b[0m,\n",
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" \u001b[1;36m0.07487754017358864\u001b[0m,\n",
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" \u001b[1;36m0.008908532718571173\u001b[0m,\n",
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" \u001b[1;36m5.605800944680686\u001b[0m\n",
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" \u001b[1m]\u001b[0m\n",
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"\u001b[1m}\u001b[0m\n"
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]
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},
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"cell_type": "code",
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"execution_count": null,
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"id": "9815a3f9-a171-474f-9b4d-07cfac39f21a",
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"metadata": {},
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"metadata": {
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"scrolled": true
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},
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"outputs": [],
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"source": [
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"# Re-install correct numpy for ESMVAlTool\n",
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"!pip install esmvaltool"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "0ca1d5e9-3b8b-46c4-8006-aa60a33f7567",
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {

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