{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Caution, basemap is at end-of-life. You should use cartopy for plotting maps with projections\n", "\n", "### WeatherGod commented on Aug 9, 2017\n", "I declared the EoL for Basemap last year on the webpage: https://matplotlib.org/basemap/users/intro.html#cartopy-new-management-and-eol-announcement\n", "\n", "I encourage everyone to move to Cartopy because it is a superior API design. I have also advertised this for the past two SciPy conferences. Basemap just has no hope of being maintained.\n", "\n", "I should point out that you will soon be getting some competition from the GMT project as they move into the python space, but they don't integrate at all with matplotlib, and there isn't any hope for interactive plotting at the moment. But, their figures are very pretty...\n", "\n", "@WeatherGod (Benjamin Root)\n", "\n", "\n", "### WeatherGod commented on Aug 9, 2017\n", "Side note: I am the sole remaining \"Basemap folks\". I am just making sure the lights are turned off before I leave.\n", "\n", "@WeatherGod (Benjamin Root)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import sys\n", "import os\n", "import matplotlib.pyplot as plt\n", "from netCDF4 import Dataset as netcdf_dataset\n", "import numpy as np\n", "import xarray as xr\n", "\n", "from cartopy import config\n", "import cartopy.crs as ccrs\n", "import matplotlib.ticker as mticker\n", "from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n", "from cartopy.mpl.ticker import LongitudeFormatter, LatitudeFormatter\n", "import cartopy.feature as cfeature \n", "# When data are defined in lat/lon coordinate system, PlateCarree()\n", "# is the appropriate choice:\n", "\n", "from cartopy.util import add_cyclic_point" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## More plotting help\n", "\n", "* [matplotlib gallery:](https://matplotlib.org/gallery.html#misc)\n", "* [colormaps:](https://matplotlib.org/examples/color/colormaps_reference.html)\n", "* [cartopy:](http://scitools.org.uk/cartopy/docs/v0.14/index.html)\n", "* [geoviews:](http://geo.holoviews.org/Gridded_Datasets_I.html)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# get the path of the file. It can be found in the repo data directory.\n", "fname = os.path.join(config[\"repo_data_dir\"],\n", " 'netcdf', 'HadISST1_SST_update.nc'\n", " )\n", "\n", "dataset = netcdf_dataset(fname)\n", "sst = dataset.variables['sst'][0, :, :]\n", "lats = dataset.variables['lat'][:]\n", "lons = dataset.variables['lon'][:]\n", "data_crs = ccrs.PlateCarree() # since our data is on a rectangular lon,lat grid\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "ax = plt.axes(projection=ccrs.PlateCarree())\n", "plt.contourf(lons, lats, sst, 60,\n", " transform=ccrs.PlateCarree(), cmap = \"jet\")\n", "gl = ax.gridlines(crs=data_crs, draw_labels=True,\n", " linewidth=1, color='gray', alpha=0.5, linestyle='--')\n", "gl.xlabels_top = False\n", "gl.ylabels_right = False\n", "gl.xlines = False\n", "gl.xlocator = mticker.FixedLocator([-180, -45, 0, 45, 180])\n", "gl.xformatter = LONGITUDE_FORMATTER\n", "gl.yformatter = LATITUDE_FORMATTER\n", "gl.xlabel_style = {'size': 15, 'color': 'black'}\n", "#gl.xlabel_style = {'color': 'red', 'weight': 'bold'}\n", "\n", "ax.coastlines()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "ax2 = plt.axes(projection=ccrs.Robinson())\n", "plt.contourf(lons, lats, sst, 60, transform=data_crs, cmap = \"jet\")\n", "ax2.coastlines()\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "-179.5" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# A rotated pole projection again...\n", "projection = ccrs.RotatedPole(pole_longitude=-177.5, pole_latitude=37.5)\n", "ax = plt.axes(projection=projection)\n", "ax.set_global()\n", "ax.coastlines()\n", "\n", "# ...but now using the transform argument\n", "sst_cyc, lons_cyc = add_cyclic_point(sst, coord=lons)\n", "ax.contourf(lons_cyc, lats, sst_cyc, 60, transform=data_crs, cmap = \"jet\")\n", "plt.show()\n", "lons[0]" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "airtemps = xr.tutorial.load_dataset('air_temperature')\n", "sst_cyc, lons_cyc = add_cyclic_point(sst, coord=lons)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(20, 12))\n", "ax = plt.axes(projection=ccrs.PlateCarree(central_longitude=180))\n", "im = ax.contourf(lons_cyc, lats, sst_cyc, 60, vmin = -2, vmax = 32, transform=data_crs, cmap = \"gist_rainbow_r\")\n", "cb = plt.colorbar(im, orientation='vertical', shrink = 0.68, label=r'$\\degree C$')\n", "ax.coastlines(linewidth=1.5)\n", "#ax.stock_img()\n", "ax.set_xticks([-120, -60 ,0, 60, 120], crs=ccrs.PlateCarree())\n", "ax.set_yticks([-80,-40, 0, 40, 80], crs=ccrs.PlateCarree())\n", "lon_formatter = LongitudeFormatter(zero_direction_label=True)\n", "lat_formatter = LatitudeFormatter()\n", "ax.xaxis.set_major_formatter(lon_formatter)\n", "ax.yaxis.set_major_formatter(lat_formatter)\n", "ax.gridlines()\n", "ax.add_feature(cfeature.LAND, alpha=1.0)\n", "ax.add_feature(cfeature.OCEAN, alpha=0.3)\n", "ax.add_feature(cfeature.COASTLINE)\n", "#ax.add_feature(cfeature.STATES)\n", "states_provinces = cfeature.NaturalEarthFeature(\n", " category='cultural',\n", " name='admin_1_states_provinces_lines',\n", " scale='10m',\n", " facecolor='none')\n", "ax.add_feature(states_provinces, edgecolor='gray')\n", "ax.add_feature(cfeature.BORDERS, linestyle=':')\n", "ax.add_feature(cfeature.LAKES, alpha=1.0)\n", "ax.add_feature(cfeature.RIVERS)\n", "plt.title(r'Our map of $T_s$ ($\\degree C$)', fontsize=20)\n", "plt.savefig('WorldMap.png')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.6.5" } }, "nbformat": 4, "nbformat_minor": 2 }