Skip to content

Instantly share code, notes, and snippets.

@rsignell-usgs
Created October 16, 2012 17:15
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/3900648 to your computer and use it in GitHub Desktop.
Save rsignell-usgs/3900648 to your computer and use it in GitHub Desktop.
basemap WMS example
{
"metadata": {
"name": "WMS Basemap Test"
},
"nbformat": 3,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"input": "from IPython.core.display import Image\nfrom owslib.wms import WebMapService\nfrom mpl_toolkits.basemap import Basemap\nfrom matplotlib.image import imread\nfrom datetime import datetime\nimport urllib2",
"language": "python",
"outputs": [],
"prompt_number": 28
},
{
"cell_type": "code",
"input": "# Cylindrical Basemap for Baja California\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,\n resolution='l', projection='cyl')",
"language": "python",
"outputs": [],
"prompt_number": 29
},
{
"cell_type": "code",
"input": "urlbase='http://motherlode.ucar.edu:8080/thredds/wms/fmrc/NCEP/NAM/CONUS_12km/NCEP-NAM-CONUS_12km-noaaport_best.ncd?'\nwms = WebMapService(urlbase)\ntoday = datetime.utcnow().strftime('%Y-%m-%dT00:00:00.000Z')",
"language": "python",
"outputs": [],
"prompt_number": 30
},
{
"cell_type": "code",
"input": "# the WMS getmap request \nimg = wms.getmap(layers=['Temperature_height_above_ground'],styles=['boxfill/rainbow'],time=today, transparent=True,\n srs='EPSG:4326',bbox=(lon_min,lat_min,lon_max,lat_max),size=(256,256),format='image/png',elevation='2',\n colorscalerange='271.2,308',numcolorbands='20',logscale=False)",
"language": "python",
"outputs": [],
"prompt_number": 31
},
{
"cell_type": "code",
"input": "# show the raw image\nImage(url=img.url,format=u'png')",
"language": "python",
"outputs": [
{
"html": "<img src=\"http://motherlode.ucar.edu:8080/thredds/wms/fmrc/NCEP/NAM/CONUS_12km/NCEP-NAM-CONUS_12km-noaaport_best.ncd?layers=Temperature_height_above_ground&styles=boxfill%2Frainbow&elevation=2&srs=EPSG%3A4326&format=image%2Fpng&request=GetMap&bgcolor=0xFFFFFF&logscale=False&height=256&width=256&version=1.1.1&bbox=-118.8%2C22.15%2C-108.6%2C32.34&numcolorbands=20&time=2012-10-16T00%3A00%3A00.000Z&exceptions=application%2Fvnd.ogc.se_xml&colorscalerange=271.2%2C308&transparent=TRUE\" />",
"output_type": "pyout",
"prompt_number": 32,
"text": "<IPython.core.display.Image at 0x4199810>"
}
],
"prompt_number": 32
},
{
"cell_type": "code",
"input": "# plot the image in Basemap\nfigure(figsize=(8,6),frameon=True)\ncs=m.imshow(imread(urllib2.urlopen(img.url)),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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\n"
}
],
"prompt_number": 33
}
]
}
]
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment