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@rsignell-usgs
Last active May 6, 2018 19:35
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Read WFS data from USGS ScienceBase into Shapely/Cartopy"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import geojson\n",
"from owslib.wfs import WebFeatureService\n",
"from shapely.geometry import Polygon, mapping, asShape, shape\n",
"import cartopy.crs as ccrs\n",
"from cartopy.io.img_tiles import MapQuestOpenAerial, MapQuestOSM, OSM\n",
"%matplotlib inline\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"# Read shapefile data from USGS ScienceBase WFS 1.1 service in JSON format\n",
"# (shapefile was previosly uploaded to ScienceBase, creating the WFS service)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"# getCapabilities\n",
"#https://www.sciencebase.gov/catalogMaps/mapping/ows/5342c54be4b0aa151574a8dc?service=wfs&version=1.0.0&request=GetCapabilities\n",
"# containes LatLongBoundingBox for each feature"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1.1.0\n"
]
}
],
"source": [
"# some USGS ScienceBase Geoserver WFS endpoints:\n",
"#endpoint='https://www.sciencebase.gov/catalogMaps/mapping/ows/5342c54be4b0aa151574a8dc'\n",
"endpoint='https://www.sciencebase.gov/catalogMaps/mapping/ows/5342c5fce4b0aa151574a8ed'\n",
"#endpoint='https://www.sciencebase.gov/catalogMaps/mapping/ows/5342e124e4b0aa151574a969'\n",
"wfs = WebFeatureService(endpoint, version='1.1.0')\n",
"print wfs.version"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['sb:footprint', 'sb:Conservation_Zone_WGS84']\n"
]
}
],
"source": [
"shp = wfs.contents.keys()\n",
"print shp"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"a = wfs.contents['sb:footprint']\n",
"b = a.boundingBoxWGS84"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['sb:Conservation_Zone_WGS84']\n"
]
}
],
"source": [
"shp = filter(lambda a: a != 'sb:footprint', shp)\n",
"print shp"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"def flip_geojson_coordinates(geo):\n",
" if isinstance(geo, dict):\n",
" for k, v in geo.iteritems():\n",
" if k == \"coordinates\":\n",
" z = np.asarray(geo[k])\n",
" f = z.flatten()\n",
" geo[k] = np.dstack((f[1::2], f[::2])).reshape(z.shape).tolist()\n",
" else:\n",
" flip_geojson_coordinates(v)\n",
" elif isinstance(geo, list):\n",
" for k in geo:\n",
" flip_geojson_coordinates(k)"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"#srs='EPSG:4326' # v1.0 syntax\n",
"srs='urn:x-ogc:def:crs:EPSG:4326' # v1.1 syntax\n",
"json_response = wfs.getfeature(typename=[shp[0]], propertyname=None, srsname=srs, outputFormat='application/json').read()\n",
"geo = geojson.loads(json_response)\n",
"flip_geojson_coordinates(geo)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['crs', 'type', 'features']\n"
]
}
],
"source": [
"print geo.keys()"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"FeatureCollection\n"
]
}
],
"source": [
"print geo['type']"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"bounds from Shapely: (-74.12113865030754, 39.77069522703161, -74.09384984325125, 39.81488113835475)\n"
]
},
{
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],
"text/plain": [
"<matplotlib.figure.Figure at 0xe4dbb00>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"geodetic = ccrs.Geodetic(globe=ccrs.Globe(datum='WGS84'))\n",
"\n",
"plt.figure(figsize=(12,12))\n",
"# Open Source Imagery from MapQuest (max zoom = 16?)\n",
"tiler = MapQuestOpenAerial()\n",
"# Open Street Map (max zoom = 18?)\n",
"#tiler = OSM()\n",
"ax = plt.axes(projection=tiler.crs)\n",
"dx=b[2]-b[0]\n",
"dy=b[3]-b[1]\n",
"extent = (b[0]-0.1*dx,b[2]+0.1*dx,b[1]-0.1*dy,b[3]+0.1*dy)\n",
"ax.set_extent(extent, geodetic)\n",
"ax.add_image(tiler, 14)\n",
"#ax.add_geometries([polygon],ccrs.PlateCarree(),\n",
"# facecolor=BLUE, edgecolor=GRAY,alpha=0.5)\n",
"for p in geo.get(\"features\", []):\n",
" multi_poly = asShape(p.get(\"geometry\"))\n",
" print 'bounds from Shapely: ',multi_poly.bounds\n",
"# name=p['properties']['NAME']\n",
"# print name\n",
" ax.add_geometries(multi_poly,ccrs.PlateCarree(),\n",
" edgecolor='black',facecolor='none',hatch='/')\n",
"#title(name)\n",
" \n",
"gl=ax.gridlines(draw_labels=True)\n",
"gl.xlabels_top = False\n",
"gl.ylabels_right = False\n",
"#ax.add_feature(coast_10m,edgecolor='black')\n",
"#ax.coastlines()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 2",
"language": "python",
"name": "python2"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
"version": "2.7.9"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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