{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"
"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Plot surface variables"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# skip this if package has already been installed\n",
"!pip install modvis"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import modvis.ats_xdmf as xdmf\n",
"import modvis.plot_vis_file as pv\n",
"\n",
"model_dir = \"../data/coalcreek\""
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Download the sample data when running on `Google Colab`"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"if not os.path.exists(model_dir):\n",
" !git clone https://github.com/pinshuai/modvis.git\n",
" %cd ./modvis/examples/notebooks"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# import vis data"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"visfile = xdmf.VisFile(model_dir, domain='surface', load_mesh=True)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# plot surface ponded depth"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"2022-05-18 16:06:57,549 - root - INFO: No unit convertion.\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax, tpc = pv.plot_surface_data(visfile, var_name=\"surface-ponded_depth\", \n",
" log = True, vmin=0.01, vmax=4, \n",
" time_slice=0)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# plot ET"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax, tpc = pv.plot_surface_data(visfile, var_name=\"surface-total_evapotranspiration\", \n",
" log = False, vmin=0, vmax=3, \n",
" time_slice= \"2015-10-01\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# plot snow cover"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"2022-05-18 16:06:58,433 - root - INFO: No unit convertion.\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax, tpc = pv.plot_surface_data(visfile, var_name=\"surface-area_fractions.cell.1\", \n",
" vmin=0, vmax=1, time_slice=0)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "modvis",
"language": "python",
"name": "modvis"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.4"
},
"toc-autonumbering": true,
"widgets": {
"application/vnd.jupyter.widget-state+json": {
"state": {},
"version_major": 2,
"version_minor": 0
}
}
},
"nbformat": 4,
"nbformat_minor": 4
}