{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# DataArray - Dfsu plotting\n", "\n", "A DataArray with flexible mesh data, can be plotted in many different ways." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import mikeio" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Dfsu 2d" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "dims: (time:5, element:3612)\n", "time: 2018-03-07 00:00:00 - 2018-03-11 00:00:00 (5 records)\n", "geometry: Dfsu2D (3612 elements, 2046 nodes)\n", "items:\n", " 0: Surface elevation (meter)\n", " 1: Total water depth (meter)\n", " 2: U velocity (meter per sec)\n", " 3: V velocity (meter per sec)" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fn = \"../tests/testdata/oresundHD_run1.dfsu\"\n", "ds = mikeio.read(fn)\n", "ds" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "name: Surface elevation\n", "dims: (time:5, element:3612)\n", "time: 2018-03-07 00:00:00 - 2018-03-11 00:00:00 (5 records)\n", "geometry: Dfsu2D (3612 elements, 2046 nodes)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "da = ds[\"Surface elevation\"]\n", "da" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot as map" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# default plot is a map, for multiple timestep data, the first timestep will be shown\n", "da.plot();" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot last time step as contour map\n", "da[-1].plot.contour(figsize=(5, 8));" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_, ax = plt.subplots(1, 2)\n", "da.plot.mesh(ax=ax[0])\n", "da.plot.outline(ax=ax[1]);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot aggregated data" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "da.max().plot(title=\"Max\");" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# difference between last and first timestep\n", "(da[0] - da[-1]).plot.contourf(title=\"Difference\");" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "da.mean(axis=\"space\").plot(title=\"Spatial mean as function of time\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Other plots\n", "\n", "* time series\n", "* histogram" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot all data as histogram\n", "da.plot.hist(bins=100);" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot all points as timeseries\n", "da.plot.line(alpha=0.01);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Dfsu 3d" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "number of nodes: 12042\n", "number of elements: 17118\n", "projection: UTM-33\n", "number of sigma layers: 4\n", "max number of z layers: 5\n", "items:\n", " 0: Temperature (degree Celsius)\n", " 1: Salinity (PSU)\n", "time: 1997-09-15 21:00:00 - 1997-09-16 03:00:00 (3 records)" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fn = \"../tests/testdata/oresund_sigma_z.dfsu\"\n", "dfs = mikeio.open(fn)\n", "dfs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Read a specific layer\n", "If only a specific layer is read, then all the standard 2d plotting can be used " ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "dims: (time:3, element:3700)\n", "time: 1997-09-15 21:00:00 - 1997-09-16 03:00:00 (3 records)\n", "geometry: Dfsu2D (3700 elements, 2090 nodes)\n", "items:\n", " 0: Temperature (degree Celsius)\n", " 1: Salinity (PSU)" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds = dfs.read(layers=\"top\")\n", "ds" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.geometry.is_2d" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ds[1].plot();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Default plotting behaviour for 3d files is to plot surface layer " ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "dims: (time:3, element:17118)\n", "time: 1997-09-15 21:00:00 - 1997-09-16 03:00:00 (3 records)\n", "geometry: Dfsu3DSigmaZ (17118 elements, 12042 nodes)\n", "items:\n", " 0: Temperature (degree Celsius)\n", " 1: Salinity (PSU)" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds = dfs.read()\n", "ds" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "False" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.geometry.is_2d" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ds[1].plot();" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "mikeio", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.0" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }