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Created October 17, 2012 20:21
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NOAA OpenStreetMap WMS in Basemap
{
"metadata": {
"name": "WMS OpenStreetMap in Basemap"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": "# Try displaying NOAA's OpenStreetMap WMS in Basemap",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 1
},
{
"cell_type": "code",
"collapsed": false,
"input": "from pylab import *\nimport urllib\nfrom PIL import Image\nimport cStringIO\nfrom mpl_toolkits.basemap import Basemap\nfrom datetime import datetime\nfrom owslib.wms import WebMapService",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 2
},
{
"cell_type": "code",
"collapsed": false,
"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",
"metadata": {},
"outputs": [],
"prompt_number": 3
},
{
"cell_type": "code",
"collapsed": false,
"input": "# OpenStreetMap WMS from NOAA\nurlbase='http://osm.woc.noaa.gov/mapcache?'\nwms = WebMapService(urlbase)",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 4
},
{
"cell_type": "code",
"collapsed": false,
"input": "# What layers are available?\nlist(wms.contents)",
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 5,
"text": "['osm', 'rootlayer']"
}
],
"prompt_number": 5
},
{
"cell_type": "code",
"collapsed": false,
"input": "# What CRS projections are available?\nwms['osm'].crsOptions",
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 6,
"text": "['EPSG:900913', 'EPSG:4326', 'EPSG:3857']"
}
],
"prompt_number": 6
},
{
"cell_type": "code",
"collapsed": false,
"input": "# What formats are available?\nwms.getOperationByName('GetMap').formatOptions",
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 7,
"text": "['image/png', 'image/jpeg']"
}
],
"prompt_number": 7
},
{
"cell_type": "code",
"collapsed": false,
"input": "# Issue the WMS getmap request \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/jpg')",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 8
},
{
"cell_type": "code",
"collapsed": false,
"input": "# If I retrieve and store the jpg, imread can read it....\nim = Image.open(cStringIO.StringIO(urllib.urlopen(img.url).read()))",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 9
},
{
"cell_type": "code",
"collapsed": false,
"input": "# plot the image in Basemap\nfigure(figsize=(8,6),frameon=True)\ncs=m.imshow(im)\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",
"metadata": {},
"outputs": [
{
"output_type": "display_data",
"png": 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bi7/6Jg27qgUoZ8F4hHEIFzhXIQAFXjms8hTWMDIF42KK8ApkQhyBQuAIsiuH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7WXn6ccSyJhwDrRmVKsSCKFFBadpfmA82Z2PTDdt2LWagfbeFwyRLEhS9/r9+n1+vT7qVM/MyGj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\nrJZkSNKeob/YgXiZphWUkzIyj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TBm9dtnPv2f8ijT06YxAHUT7q+0klIUOMFL4xo5pICx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\nnKZZJvu+lrvWHS/pi2ISx5sghQCdLb+9cgdOsdgag0LzwjM/RmIwQtIY2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nn00UdYvXo1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\n",
"text": "<matplotlib.figure.Figure at 0x2aaaac2f8850>"
}
],
"prompt_number": 10
},
{
"cell_type": "code",
"collapsed": false,
"input": "img.url",
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 11,
"text": "'http://osm.woc.noaa.gov/mapcache?layers=osm&styles=&service=wms&srs=EPSG%3A4326&format=image%2Fjpg&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": 11
}
],
"metadata": {}
}
]
}
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