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Merge pull request #6 from jgomezdans/cleanup
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2 parents 95902f8 + 73eb5ee commit d444a75

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.gitignore

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02-MODIS_LAI_exploration.ipynb

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{
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"model_id": "5b6cbdb1c93342218f0ba22ae6d3e7ab",
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"model_id": "88598ffd4f9f456d9842e81415aa34b2",
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"version_major": 2,
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04-WOFOST_playground.ipynb

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"model_id": "43f5f237e7344ec2b84ea41f3e7c5d86",
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"model_id": "c92a5e2c89f4421e971bf06efd4ae41c",
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {
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"scrolled": false
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"outputs": [
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"model_id": "e9f31863950e41a6be2206269ca3693b",
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"model_id": "e1d16e2e54a44c4b9396db6433c272c1",
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"execution_count": 4,
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05-DA_wofost.ipynb

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"name": "stderr",
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"text": [
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"The autoreload extension is already loaded. To reload it, use:\n",
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" %reload_ext autoreload\n"
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"/home/ucfajlg/.local/lib/python3.6/site-packages/tqdm/autonotebook/__init__.py:14: TqdmExperimentalWarning: Using `tqdm.autonotebook.tqdm` in notebook mode. Use `tqdm.tqdm` instead to force console mode (e.g. in jupyter console)\n",
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" \" (e.g. in jupyter console)\", TqdmExperimentalWarning)\n"
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"model_id": "e5374d8943fa4a6eb9c45e50cf26d078",
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"source": [
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"def run_enkf_widget():\n",
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" start_date = dt.datetime(2011, 7, 1)\n",
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" end_date = dt.datetime(2011, 10, 15)\n",
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"\n",
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" dates = pd.date_range(start_date, end_date, freq='D')\n",
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"\n",
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" options = [(date.strftime(' %d %b '), date) for date in dates]\n",
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" index = (0, len(options) - 1)\n",
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" integration_slider = widgets.SelectionRangeSlider(\n",
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" options=options,\n",
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" index=index,\n",
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" description='Observation period',\n",
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" orientation='horizontal',\n",
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" layout={'width': '600px'},\n",
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" )\n",
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"\n",
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" widgets.interact_manual(run_ensemble,\n",
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" n_ensemble=widgets.IntSlider(\n",
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" min=2, max=1000, value=10, description=\"Number of ensemble members\"),\n",
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" ens_param_inflation=widgets.FloatSlider(min=0.1, max=5, value=1.,\n",
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" description=\"Increase the ensemble dispersion/unc\"),\n",
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" obs_period=integration_slider,\n",
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" sigma_lai=widgets.FloatSlider(\n",
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" min=0.01, max=0.5, value=0.1, description=\"Relative Uncertainty in LAI\"),\n",
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" sigma_sm=widgets.FloatSlider(\n",
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" min=0.01, max=0.5, value=0.25, description=\"Relative Uncertainty in SM\"),\n",
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" n_obs=widgets.IntSlider(min=1, max=30, value=10,\n",
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" description=\"Number of observations to assimilate\"),\n",
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" assim_lai=widgets.Checkbox(\n",
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" value=True, help=\"Assimilate LAI observations\"),\n",
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" assim_sm=widgets.Checkbox(\n",
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" value=True, help=\"Assimilate soil moisture observations\"),\n",
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" \n",
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" )\n",
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"run_enkf_widget()\n",
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" #results, observations = run_ensemble(10, assim_lai=False)"
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"\n",
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"run_enkf_widget();\n"
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]
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},
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{

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