From 560b94632e96c50b6d5883b80ceea195250e666a Mon Sep 17 00:00:00 2001 From: Julia Kent <46687291+jukent@users.noreply.github.com> Date: Wed, 19 Jul 2023 16:03:01 -0600 Subject: [PATCH] add 2 more examples --- .../thumbnails/plot_contour_labels.png | Bin 0 -> 111717 bytes .../thumbnails/plot_extrema_labels.png | Bin 0 -> 199956 bytes docs/examples.rst | 2 + docs/examples/plot_contour_labels.ipynb | 136 +++++++++++++++++ docs/examples/plot_extrema_labels.ipynb | 144 ++++++++++++++++++ docs/gallery.yml | 8 + src/geocat/viz/util.py | 8 +- 7 files changed, 296 insertions(+), 2 deletions(-) create mode 100644 docs/_static/thumbnails/plot_contour_labels.png create mode 100644 docs/_static/thumbnails/plot_extrema_labels.png create mode 100644 docs/examples/plot_contour_labels.ipynb create mode 100644 docs/examples/plot_extrema_labels.ipynb diff --git a/docs/_static/thumbnails/plot_contour_labels.png b/docs/_static/thumbnails/plot_contour_labels.png new file mode 100644 index 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examples/plot_contour_labels.ipynb + examples/plot_extrema_labels.ipynb diff --git a/docs/examples/plot_contour_labels.ipynb b/docs/examples/plot_contour_labels.ipynb new file mode 100644 index 00000000..cfab5fce --- /dev/null +++ b/docs/examples/plot_contour_labels.ipynb @@ -0,0 +1,136 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# `plot_contour_labels`\n", + "\n", + "This notebook is a simple example of the GeoCAT-viz function plot_contour_labels." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# Import packages:\n", + "\n", + "import xarray as xr\n", + "import matplotlib.pyplot as plt\n", + "import cartopy.crs as ccrs\n", + "import cartopy.feature as cfeature\n", + "import numpy as np\n", + "\n", + "import geocat.datafiles as gdf\n", + "import geocat.viz as gv" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# Read in data:\n", + "\n", + "# Open a netCDF data file using xarray default engine and\n", + "# load the data into xarrays\n", + "ds = xr.open_dataset(gdf.get(\"netcdf_files/slp.1963.nc\"), decode_times=False)\n", + "\n", + "# Get data from the 24th timestep\n", + "pressure = ds.slp[24, :, :]\n", + "\n", + "# Translate short values to float values\n", + "pressure = pressure.astype('float64')\n", + "\n", + "# Convert Pa to hPa data\n", + "pressure = pressure * 0.01\n", + "\n", + "# Fix the artifact of not-shown-data around 0 and 360-degree longitudes\n", + "wrap_pressure = gv.xr_add_cyclic_longitudes(pressure, \"lon\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "

" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Create plot\n", + "\n", + "# Set figure size\n", + "fig = plt.figure(figsize=(8, 8))\n", + "\n", + "# Set global axes with an orthographic projection\n", + "proj = ccrs.Orthographic(central_longitude=270, central_latitude=45)\n", + "ax = plt.axes(projection=proj)\n", + "ax.set_global()\n", + "\n", + "# Plot contour data\n", + "p = wrap_pressure.plot.contour(ax=ax,\n", + " transform=ccrs.PlateCarree(),\n", + " linewidths=0.5,\n", + " cmap='black',\n", + " add_labels=False)\n", + "\n", + "contour_label_locations = [(176.4, 34.63), (-150.46, 42.44), (-142.16, 28.5),\n", + " (-134.12, 16.32), (-108.9, 17.08), (-98.17, 15.6),\n", + " (-108.73, 42.19), (-111.25, 49.66), (-127.83, 41.93),\n", + " (-92.49, 25.64), (-77.29, 29.08), (-77.04, 16.42),\n", + " (-95.93, 57.59), (-156.05, 84.47), (-17.83, 82.52),\n", + " (-76.3, 41.99), (-48.89, 41.45), (-33.43, 37.55),\n", + " (-46.98, 17.17), (1.79, 63.67), (-58.78, 67.05),\n", + " (-44.78, 53.68), (-69.69, 53.71), (-78.02, 52.22),\n", + " (-16.91, 44.33), (-95.72, 35.17), (-102.69, 73.62)]\n", + "\n", + "# Plot Clabels\n", + "gv.plot_contour_labels(ax,\n", + " p,\n", + " ccrs.Geodetic(),\n", + " proj,\n", + " clabel_locations=contour_label_locations)\n", + "\n", + "\n", + "# Make layout tight\n", + "plt.tight_layout()\n", + "\n", + "plt.show();" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "geocat_viz_build", + "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": "3.10.0" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/examples/plot_extrema_labels.ipynb b/docs/examples/plot_extrema_labels.ipynb new file mode 100644 index 00000000..b2b77351 --- /dev/null +++ b/docs/examples/plot_extrema_labels.ipynb @@ -0,0 +1,144 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# `plot_extrema_labels`\n", + "\n", + "This notebook is a simple example of the GeoCAT-viz function plot_extrema_labels." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "# Import packages:\n", + "\n", + "import xarray as xr\n", + "import cartopy.crs as ccrs\n", + "import cartopy.feature as cfeature\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from matplotlib import colors\n", + "import matplotlib.ticker as mticker\n", + "\n", + "import geocat.datafiles as gdf\n", + "import geocat.viz as gv" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "# Read in data:\n", + "\n", + "# Open a netCDF data file using xarray default engine and\n", + "# load the data into xarrays\n", + "ds = xr.open_dataset(gdf.get(\"netcdf_files/slp.1963.nc\"), decode_times=False)\n", + "\n", + "# Get data from the 21st timestep\n", + "pressure = ds.slp[21, :, :]\n", + "\n", + "# Translate float values to short values\n", + "pressure = pressure.astype('float32')\n", + "\n", + "# Convert Pa to hPa data\n", + "pressure = pressure * 0.01\n", + "\n", + "# Fix the artifact of not-shown-data around 0 and 360-degree longitudes\n", + "wrap_pressure = gv.xr_add_cyclic_longitudes(pressure, \"lon\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "posx and posy should be finite values\n", + "posx and posy should be finite values\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Create plot\n", + "\n", + "# Set figure size\n", + "fig = plt.figure(figsize=(8, 8))\n", + "\n", + "# Set global axes with an orthographic projection\n", + "proj = ccrs.Orthographic(central_longitude=270, central_latitude=45)\n", + "ax = plt.axes(projection=proj)\n", + "ax.set_global()\n", + "\n", + "# Plot contour data\n", + "p = wrap_pressure.plot.contour(ax=ax,\n", + " transform=ccrs.PlateCarree(),\n", + " linewidths=0.3,\n", + " levels=30,\n", + " cmap='black',\n", + " add_labels=False)\n", + "\n", + "# low pressure contour levels- these will be plotted\n", + "# as a subscript to an 'L' symbol.\n", + "lowClevels = gv.find_local_extrema(pressure, lowVal=995, eType='Low')\n", + "highClevels = gv.find_local_extrema(pressure, highVal=1042, eType='High')\n", + "\n", + "# Label low and high contours\n", + "gv.plot_extrema_labels(wrap_pressure,\n", + " ccrs.Geodetic(),\n", + " proj,\n", + " label_locations=lowClevels,\n", + " label='L')\n", + "gv.plot_extrema_labels(wrap_pressure,\n", + " ccrs.Geodetic(),\n", + " proj,\n", + " label_locations=highClevels,\n", + " label='H')\n", + "\n", + "\n", + "plt.show();" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "geocat_viz_build", + "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": "3.10.0" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/gallery.yml b/docs/gallery.yml index 57facaaf..6e060c95 100644 --- a/docs/gallery.yml +++ b/docs/gallery.yml @@ -25,3 +25,11 @@ - title: 'find_local_extrema' path: examples/find_local_extrema.ipynb thumbnail: _static/thumbnails/find_local_extrema.png + +- title: 'plot_contour_labels' + path: examples/plot_contour_labels.ipynb + thumbnail: _static/thumbnails/plot_contour_labels.png + +- title: 'plot_extrema_labels' + path: examples/plot_extrema_labels.ipynb + thumbnail: _static/thumbnails/plot_extrema_labels.png diff --git a/src/geocat/viz/util.py b/src/geocat/viz/util.py index 67c38552..c13308a7 100644 --- a/src/geocat/viz/util.py +++ b/src/geocat/viz/util.py @@ -1173,7 +1173,9 @@ def plot_contour_labels(ax: matplotlib.axes.Axes, Examples -------- - All usage examples are within the GeoCAT-Examples Gallery. To see more usage cases, search the function on the `website `_. + See this example notebook: :doc:`../../examples/plot_contour_labels`. + + More in-depth plotting examples that utilize this function are in the GeoCAT-Examples Gallery. To see more usage cases, search the function on the `website `_. - `NCL_sat_1.py `_ """ @@ -1326,7 +1328,9 @@ def plot_extrema_labels(da: xr.DataArray, Examples -------- - All usage examples are within the GeoCAT-Examples Gallery. To see more usage cases, search the function on the `website `_. + See this example notebook: :doc:`../../examples/plot_extrema_labels`. + + More in-depth plotting examples that utilize this function are in the GeoCAT-Examples Gallery. To see more usage cases, search the function on the `website `_. - `NCL_sat_1.py `_