Rectangles from Points using Python

问题

I have a text file full of points. They are separated on each line by a comma-limited (x,y) pair. eg.

-43.1234,40.1234\n
-43.1244,40.1244\n
etc.

I now need to create a polygon around each of these points. The polygon has to have a 15 kilometer buffer from the point. I don't have access to ArcGIS or any other GIS that provides this functionality for me so at this point, I am wondering if anyone has the math that will help me get started?

回答1:

You want to use GDAL/OGR/OSR, which does projections, buffers, and could even write the Shapefile for you.

In order to convert degrees lat/long into metres for your metric buffer, you need a projected coordinate system. In the below example I use UTM zones, which are dynamically loaded and cached. This will calculate 15 km on the geoid.

Also I calculate both the GIS buffer, which is a roundish polygon, and the envelope from the calculated buffer, which is the rectangle you seek.

from osgeo import ogr, osr

# EPSG:4326 : WGS84 lat/lon : http://spatialreference.org/ref/epsg/4326/
wgs = osr.SpatialReference()
wgs.ImportFromEPSG(4326)    
coord_trans_cache = {}
def utm_zone(lat, lon):
    """Args for osr.SpatialReference.SetUTM(int zone, int north = 1)"""
    return int(round(((float(lon) - 180)%360)/6)), int(lat > 0)

# Your data from a text file, i.e., fp.readlines()
lines = ['-43.1234,40.1234\n', '-43.1244,40.1244\n']
for ft, line in enumerate(lines):
    print("### Feature " + str(ft) + " ###")
    lat, lon = [float(x) for x in line.split(',')]
    # Get projections sorted out for that UTM zone
    cur_utm_zone = utm_zone(lat, lon)
    if cur_utm_zone in coord_trans_cache:
        wgs2utm, utm2wgs = coord_trans_cache[cur_utm_zone]
    else: # define new UTM Zone
        utm = osr.SpatialReference()
        utm.SetUTM(*cur_utm_zone)
        # Define spatial transformations to/from UTM and lat/lon
        wgs2utm = osr.CoordinateTransformation(wgs, utm)
        utm2wgs = osr.CoordinateTransformation(utm, wgs)
        coord_trans_cache[cur_utm_zone] = wgs2utm, utm2wgs
    # Create 2D point
    pt = ogr.Geometry(ogr.wkbPoint)
    pt.SetPoint_2D(0, lon, lat) # X, Y; in that order!
    orig_wkt = pt.ExportToWkt()
    # Project to UTM
    res = pt.Transform(wgs2utm)
    if res != 0:
        print("spatial transform failed with code " + str(res))
    print(orig_wkt + " -> " + pt.ExportToWkt())
    # Compute a 15 km buffer
    buff = pt.Buffer(15000)
    print("Area: " + str(buff.GetArea()/1e6) + " km^2")
    # Transform UTM buffer back to lat/long
    res = buff.Transform(utm2wgs)
    if res != 0:
        print("spatial transform failed with code " + str(res))
    print("Envelope: " + str(buff.GetEnvelope()))
    # print("WKT: " + buff.ExportToWkt())

来源：https://stackoverflow.com/questions/10384971/rectangles-from-points-using-python

标签

python

gis

points

polygons