Skip to content

Instantly share code, notes, and snippets.

@rsignell-usgs
Created October 22, 2012 21:46
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save rsignell-usgs/3934668 to your computer and use it in GitHub Desktop.
Save rsignell-usgs/3934668 to your computer and use it in GitHub Desktop.
NOAA OpenStreetMap WMS in Basemap
{
"metadata": {
"name": "NOAA OpenStreetMap WMS in Basemap"
},
"nbformat": 3,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"input": "# Demo of NOAA OpenStreetMap WMS in Matplotlib/Basemap",
"language": "python",
"outputs": [],
"prompt_number": 10
},
{
"cell_type": "code",
"input": "from pylab import *\nimport urllib2\nfrom mpl_toolkits.basemap import Basemap\nfrom owslib.wms import WebMapService",
"language": "python",
"outputs": [],
"prompt_number": 11
},
{
"cell_type": "code",
"input": "# Set up Basemap for the Baja California region. Use the cylindrical projection 'cyl' \n# because this matches the SRS request for EPSG:4326 we make to the WMS below \nlon_min = -118.8\nlon_max = -108.6\nlat_min = 22.15\nlat_max = 32.34\nm = Basemap(llcrnrlon=lon_min, urcrnrlat=lat_max, urcrnrlon=lon_max, llcrnrlat=lat_min, resolution='l', projection='cyl')",
"language": "python",
"outputs": [],
"prompt_number": 12
},
{
"cell_type": "code",
"input": "# OpenStreetMap WMS from NOAA\nurlbase='http://osm.woc.noaa.gov/mapcache?'\nwms = WebMapService(urlbase)",
"language": "python",
"outputs": [],
"prompt_number": 13
},
{
"cell_type": "code",
"input": "# What layers are available?\nlist(wms.contents)",
"language": "python",
"outputs": [
{
"output_type": "pyout",
"prompt_number": 14,
"text": "['osm', 'rootlayer']"
}
],
"prompt_number": 14
},
{
"cell_type": "code",
"input": "# What CRS projections are available?\nwms['osm'].crsOptions",
"language": "python",
"outputs": [
{
"output_type": "pyout",
"prompt_number": 15,
"text": "['EPSG:900913', 'EPSG:4326', 'EPSG:3857']"
}
],
"prompt_number": 15
},
{
"cell_type": "code",
"input": "# What formats are available?\nwms.getOperationByName('GetMap').formatOptions",
"language": "python",
"outputs": [
{
"output_type": "pyout",
"prompt_number": 16,
"text": "['image/png', 'image/jpeg']"
}
],
"prompt_number": 16
},
{
"cell_type": "code",
"input": "# Issue the WMS getmap request \n# Note that the SRS matches the projection used for Basemap, and we ask for 'png' because imread can read png without any helpers \nimg = wms.getmap(service='wms',layers=['osm'],transparent=True,srs='EPSG:4326',bbox=(lon_min,lat_min,lon_max,lat_max),size=(256,256),format='image/png')",
"language": "python",
"outputs": [],
"prompt_number": 17
},
{
"cell_type": "code",
"input": "im = imread(urllib2.urlopen(img.url),format='png')",
"language": "python",
"outputs": [],
"prompt_number": 18
},
{
"cell_type": "code",
"input": "# plot the image in Basemap\nfigure(figsize=(8,6),frameon=True)\ncs=m.imshow(im,origin='upper')\nm.drawcoastlines(linewidth=0.25)\nparallels = arange(20,36,2.)\na=m.drawparallels(parallels,labels=[1,0,0,0],fontsize=10)\n# draw meridians\nmeridians = np.arange(-120,-100,2.)\nb=m.drawmeridians(meridians,labels=[0,0,0,1],fontsize=10)",
"language": "python",
"outputs": [
{
"output_type": "display_data",
"png": "iVBORw0KGgoAAAANSUhEUgAAAXgAAAFoCAYAAABdS+A9AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nmVnRYXIAAAAASUVORK5CYII=\n"
}
],
"prompt_number": 19
},
{
"cell_type": "code",
"input": "# WMS request URL generated above\nimg.url",
"language": "python",
"outputs": [
{
"output_type": "pyout",
"prompt_number": 20,
"text": "'http://osm.woc.noaa.gov/mapcache?layers=osm&styles=&service=wms&srs=EPSG%3A4326&format=image%2Fpng&request=GetMap&bgcolor=0xFFFFFF&height=256&width=256&version=1.1.1&bbox=-118.8%2C22.15%2C-108.6%2C32.34&exceptions=application%2Fvnd.ogc.se_xml&transparent=TRUE'"
}
],
"prompt_number": 20
}
]
}
]
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment