有没有办法在python中合并两个重叠的GEOJSON多边形,返回一个合并的GEOJSON对象?
这就是我如何使用functools中的包/模块json,geojson,shapely,pyproj和partial做到这一点的方法:
import json import geojson from functools import partial import pyproj import shapely.geometry import shapely.ops # reading into two geojson objects, in a GCS (WGS84) with open('file1.json') as geojson1: poly1_geojson = json.load(geojson1) with open('file2.json') as geojson2: poly2_geojson = json.load(geojson2) # pulling out the polygons poly1 = shapely.geometry.asShape(poly1_geojson['features'][2]['geometry']) poly2 = shapely.geometry.asShape(poly2_geojson['features'][2]['geometry']) # checking to make sure they registered as polygons print poly1.geom_type print poly2.geom_type # merging the polygons - they are feature collections, containing a point, a polyline, and a polygon - I extract the polygon # for my purposes, they overlap, so merging produces a single polygon rather than a list of polygons mergedPolygon = poly1.union(poly2) # using geojson module to convert from WKT back into GeoJSON format geojson_out = geojson.Feature(geometry=mergedPolygon, properties={}) # outputting the updated geojson file - for mapping/storage in its GCS format with open('Merged_Polygon.json', 'w') as outfile: json.dump(geojson_out.geometry, outfile, indent=3, encoding="utf-8") outfile.close() # reprojecting the merged polygon to determine the correct area # it is a polygon covering much of the US, and dervied form USGS data, so using Albers Equal Area project = partial( pyproj.transform, pyproj.Proj(init='epsg:4326'), pyproj.Proj(init='epsg:5070')) mergedPolygon_proj = shapely.ops.transform(project,mergedPolygon)