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‎book/tutorials_examples/6_Africa/1a_HBV_Africa.ipynb‎

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"id": "fe4432d3-b93e-4212-b894-b504c1221bfa",
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"metadata": {},
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"source": [
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"# Workshop Kenya: Choose Region & Calibrate Model\n",
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"# Workshop Africa: Choose Region & Calibrate Model\n",
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"\n",
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"Welcome to the **eWaterCycle** Kenya workshop!\n",
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"Welcome to the **eWaterCycle** Africa workshop!\n",
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"\n",
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"Since I am working on a CAMEL dataset, I made the data I already have available for you today.\n",
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"I would, of course, love the opportunity to gather more data via your network.\n",
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"\n",
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"Here you can choose a GRDC station from Kenya that we have downloaded, with which we can do HBV modelling!\n",
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"Here you can choose a GRDC station from Ghana, Kenya or Zimbabwe that we have downloaded, with which we can do HBV modelling!\n",
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"This notebook will help you choose a certain region with the station ID.\n",
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"After that you can manually calibrate the the model to fit your region and maybe even calibrate it for the research you want to do already!\n",
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"After that you **can** manually calibrate the the model to fit your region and maybe even calibrate it for the research you want to do already!\n",
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"Later on we will also use algorithms to calibrate our model.\n",
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"\n",
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"**Please keep in mind** that I am looking for ways to improve our platform, if you found something difficult, let me know!\n",
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"Also, what models do you want to see implemented so you can use the platform in your hydrological research"
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"**Please keep in mind** that I am looking for ways to improve our platform, if you found something hard to understand, let me know!\n",
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"Also, what models do you want to see implemented so you can use the platform in your hydrological research?"
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]
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},
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"\n",
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"Starting with all the libraries and utility functions. We have some general Python packages that we use.\n",
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"And then the eWaterCycle packages, this is where we import our 'interface', models & our way of loading generalised forcings for all supported models.\n",
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"Also I import some utility functions just for this notebook that I made to make it easier. (I kept the names there so you know what is going on!)\n",
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"Also I import some utility functions just for this notebook that I made to make it easier.\n",
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"\n",
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"**NOTE** geopandas and folium will be installed, as they are not installed by default. But you will need to restart the kernel! Do this by going to the top-left \"Kernel\" --> \"Restart Kernel...\" *OR* click the \"rewind\" icon left of the \"forward\" icon, which is left of \"Markdown\"."
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‎book/tutorials_examples/6_Africa/1b_ERA5_Africa.ipynb‎

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{
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"cells": [
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{
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"cell_type": "markdown",
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"id": "7498c0fa-379e-474e-8475-9dc3136d50b4",
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"metadata": {},
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"source": [
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"# Generate ERA5 data using eWaterCycle\n"
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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": 1,

‎book/tutorials_examples/6_Africa/2a_calibrate_HBV_montecarlo.ipynb‎

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"id": "4b18ba50-bbd9-46a3-b5db-40b790a96841",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Defaulting to user installation because normal site-packages is not writeable\n",
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"Collecting ewatercycle-da\n",
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" Downloading ewatercycle_da-0.0.7-py2.py3-none-any.whl.metadata (4.0 kB)\n",
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"outputs": [],
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"source": [
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"# We need the ewatercycle_DA package. If that is not available on your machine,\n",
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"# uncomment the line below to install it\n",

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