OSGeoLive-Notebooks/xarray/visualization_gallery.ipynb

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Visualization Gallery\n",
"\n",
"This notebook shows common visualization issues encountered in xarray."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"execution": {
"iopub.execute_input": "2022-08-20T02:12:14.579232Z",
"iopub.status.busy": "2022-08-20T02:12:14.578144Z",
"iopub.status.idle": "2022-08-20T02:12:15.888212Z",
"shell.execute_reply": "2022-08-20T02:12:15.887203Z"
}
},
"outputs": [],
"source": [
"!pip3 install --user pooch\n",
"import cartopy.crs as ccrs\n",
"import matplotlib.pyplot as plt\n",
"import xarray as xr\n",
"\n",
"%matplotlib inline"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Load example dataset:"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"execution": {
"iopub.execute_input": "2022-08-20T02:12:15.893276Z",
"iopub.status.busy": "2022-08-20T02:12:15.892289Z",
"iopub.status.idle": "2022-08-20T02:12:16.064626Z",
"shell.execute_reply": "2022-08-20T02:12:16.065220Z"
}
},
"outputs": [],
"source": [
"ds = xr.tutorial.load_dataset(\"air_temperature\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Multiple plots and map projections\n",
"\n",
"Control the map projection parameters on multiple axes\n",
"\n",
"This example illustrates how to plot multiple maps and control their extent\n",
"and aspect ratio.\n",
"\n",
"For more details see [this discussion](https://github.com/pydata/xarray/issues/1397#issuecomment-299190567) on github."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"execution": {
"iopub.execute_input": "2022-08-20T02:12:16.082353Z",
"iopub.status.busy": "2022-08-20T02:12:16.081356Z",
"iopub.status.idle": "2022-08-20T02:12:16.503671Z",
"shell.execute_reply": "2022-08-20T02:12:16.504506Z"
}
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 529.92x432 with 3 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"air = ds.air.isel(time=[0, 724]) - 273.15\n",
"\n",
"# This is the map projection we want to plot *onto*\n",
"map_proj = ccrs.LambertConformal(central_longitude=-95, central_latitude=45)\n",
"\n",
"p = air.plot(\n",
" transform=ccrs.PlateCarree(), # the data's projection\n",
" col=\"time\",\n",
" col_wrap=1, # multiplot settings\n",
" aspect=ds.dims[\"lon\"] / ds.dims[\"lat\"], # for a sensible figsize\n",
" subplot_kws={\"projection\": map_proj},\n",
") # the plot's projection\n",
"\n",
"# We have to set the map's options on all axes\n",
"for ax in p.axes.flat:\n",
" ax.coastlines()\n",
" ax.set_extent([-160, -30, 5, 75])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Centered colormaps\n",
"\n",
"Xarray's automatic colormaps choice"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"execution": {
"iopub.execute_input": "2022-08-20T02:12:16.558516Z",
"iopub.status.busy": "2022-08-20T02:12:16.557478Z",
"iopub.status.idle": "2022-08-20T02:12:17.083187Z",
"shell.execute_reply": "2022-08-20T02:12:17.084025Z"
}
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 576x432 with 8 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"air = ds.air.isel(time=0)\n",
"\n",
"f, ((ax1, ax2), (ax3, ax4)) = plt.subplots(2, 2, figsize=(8, 6))\n",
"\n",
"# The first plot (in kelvins) chooses \"viridis\" and uses the data's min/max\n",
"air.plot(ax=ax1, cbar_kwargs={\"label\": \"K\"})\n",
"ax1.set_title(\"Kelvins: default\")\n",
"ax2.set_xlabel(\"\")\n",
"\n",
"# The second plot (in celsius) now chooses \"BuRd\" and centers min/max around 0\n",
"airc = air - 273.15\n",
"airc.plot(ax=ax2, cbar_kwargs={\"label\": \"°C\"})\n",
"ax2.set_title(\"Celsius: default\")\n",
"ax2.set_xlabel(\"\")\n",
"ax2.set_ylabel(\"\")\n",
"\n",
"# The center doesn't have to be 0\n",
"air.plot(ax=ax3, center=273.15, cbar_kwargs={\"label\": \"K\"})\n",
"ax3.set_title(\"Kelvins: center=273.15\")\n",
"\n",
"# Or it can be ignored\n",
"airc.plot(ax=ax4, center=False, cbar_kwargs={\"label\": \"°C\"})\n",
"ax4.set_title(\"Celsius: center=False\")\n",
"ax4.set_ylabel(\"\")\n",
"\n",
"# Make it nice\n",
"plt.tight_layout()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Control the plot's colorbar\n",
"\n",
"Use ``cbar_kwargs`` keyword to specify the number of ticks.\n",
"The ``spacing`` kwarg can be used to draw proportional ticks."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"execution": {
"iopub.execute_input": "2022-08-20T02:12:17.123750Z",
"iopub.status.busy": "2022-08-20T02:12:17.101868Z",
"iopub.status.idle": "2022-08-20T02:12:17.706163Z",
"shell.execute_reply": "2022-08-20T02:12:17.707021Z"
}
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1008x288 with 6 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"air2d = ds.air.isel(time=500)\n",
"\n",
"# Prepare the figure\n",
"f, (ax1, ax2, ax3) = plt.subplots(1, 3, figsize=(14, 4))\n",
"\n",
"# Irregular levels to illustrate the use of a proportional colorbar\n",
"levels = [245, 250, 255, 260, 265, 270, 275, 280, 285, 290, 310, 340]\n",
"\n",
"# Plot data\n",
"air2d.plot(ax=ax1, levels=levels)\n",
"air2d.plot(ax=ax2, levels=levels, cbar_kwargs={\"ticks\": levels})\n",
"air2d.plot(\n",
" ax=ax3, levels=levels, cbar_kwargs={\"ticks\": levels, \"spacing\": \"proportional\"}\n",
")\n",
"\n",
"# Show plots\n",
"plt.tight_layout()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Multiple lines from a 2d DataArray\n",
"\n",
"Use ``xarray.plot.line`` on a 2d DataArray to plot selections as\n",
"multiple lines.\n",
"\n",
"See ``plotting.multiplelines`` for more details."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"execution": {
"iopub.execute_input": "2022-08-20T02:12:17.713408Z",
"iopub.status.busy": "2022-08-20T02:12:17.712398Z",
"iopub.status.idle": "2022-08-20T02:12:17.997927Z",
"shell.execute_reply": "2022-08-20T02:12:17.998765Z"
}
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 576x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"air = ds.air - 273.15 # to celsius\n",
"\n",
"# Prepare the figure\n",
"f, (ax1, ax2) = plt.subplots(1, 2, figsize=(8, 4), sharey=True)\n",
"\n",
"# Selected latitude indices\n",
"isel_lats = [10, 15, 20]\n",
"\n",
"# Temperature vs longitude plot - illustrates the \"hue\" kwarg\n",
"air.isel(time=0, lat=isel_lats).plot.line(ax=ax1, hue=\"lat\")\n",
"ax1.set_ylabel(\"°C\")\n",
"\n",
"# Temperature vs time plot - illustrates the \"x\" and \"add_legend\" kwargs\n",
"air.isel(lon=30, lat=isel_lats).plot.line(ax=ax2, x=\"time\", add_legend=False)\n",
"ax2.set_ylabel(\"\")\n",
"\n",
"# Show\n",
"plt.tight_layout()"
]
},
{
"cell_type": "markdown",
"metadata": {
"jp-MarkdownHeadingCollapsed": true,
"tags": []
},
"source": [
"## `imshow()` and rasterio map projections\n",
"\n",
"\n",
"Using rasterio's projection information for more accurate plots.\n",
"\n",
"This example extends `recipes.rasterio` and plots the image in the\n",
"original map projection instead of relying on pcolormesh and a map\n",
"transformation."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"execution": {
"iopub.execute_input": "2022-08-20T02:12:18.004536Z",
"iopub.status.busy": "2022-08-20T02:12:18.003524Z",
"iopub.status.idle": "2022-08-20T02:12:24.210728Z",
"shell.execute_reply": "2022-08-20T02:12:24.211604Z"
}
},
"outputs": [
{
"data": {
"text/plain": [
"<cartopy.mpl.feature_artist.FeatureArtist at 0x7feb743534f0>"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"da = xr.tutorial.open_rasterio(\"RGB.byte\")\n",
"\n",
"# The data is in UTM projection. We have to set it manually until\n",
"# https://github.com/SciTools/cartopy/issues/813 is implemented\n",
"crs = ccrs.UTM(\"18\")\n",
"\n",
"# Plot on a map\n",
"ax = plt.subplot(projection=crs)\n",
"da.plot.imshow(ax=ax, rgb=\"band\", transform=crs)\n",
"ax.coastlines(\"10m\", color=\"r\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Parsing rasterio geocoordinates\n",
"\n",
"Converting a projection's cartesian coordinates into 2D longitudes and\n",
"latitudes.\n",
"\n",
"These new coordinates might be handy for plotting and indexing, but it should\n",
"be kept in mind that a grid which is regular in projection coordinates will\n",
"likely be irregular in lon/lat. It is often recommended to work in the data's\n",
"original map projection (see `recipes.rasterio_rgb`)."
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"execution": {
"iopub.execute_input": "2022-08-20T02:12:24.219476Z",
"iopub.status.busy": "2022-08-20T02:12:24.218404Z",
"iopub.status.idle": "2022-08-20T02:12:24.926966Z",
"shell.execute_reply": "2022-08-20T02:12:24.927805Z"
}
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/usr/lib/python3/dist-packages/pyproj/crs/crs.py:131: FutureWarning: '+init=<authority>:<code>' syntax is deprecated. '<authority>:<code>' is the preferred initialization method. When making the change, be mindful of axis order changes: https://pyproj4.github.io/pyproj/stable/gotchas.html#axis-order-changes-in-proj-6\n",
" in_crs_string = _prepare_from_proj_string(in_crs_string)\n"
]
},
{
"data": {
"text/plain": [
"<cartopy.mpl.feature_artist.FeatureArtist at 0x7feb6ff36830>"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"from pyproj import Transformer\n",
"import numpy as np\n",
"\n",
"da = xr.tutorial.open_rasterio(\"RGB.byte\")\n",
"\n",
"x, y = np.meshgrid(da[\"x\"], da[\"y\"])\n",
"transformer = Transformer.from_crs(da.crs, \"EPSG:4326\", always_xy=True)\n",
"lon, lat = transformer.transform(x, y)\n",
"da.coords[\"lon\"] = ((\"y\", \"x\"), lon)\n",
"da.coords[\"lat\"] = ((\"y\", \"x\"), lat)\n",
"\n",
"# Compute a greyscale out of the rgb image\n",
"greyscale = da.mean(dim=\"band\")\n",
"\n",
"# Plot on a map\n",
"ax = plt.subplot(projection=ccrs.PlateCarree())\n",
"greyscale.plot(\n",
" ax=ax,\n",
" x=\"lon\",\n",
" y=\"lat\",\n",
" transform=ccrs.PlateCarree(),\n",
" cmap=\"Greys_r\",\n",
" shading=\"auto\",\n",
" add_colorbar=False,\n",
")\n",
"ax.coastlines(\"10m\", color=\"r\")"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.10.4"
}
},
"nbformat": 4,
"nbformat_minor": 4
}