如何使用matplotlib / python绘制地理数据

时间:2014-04-15 10:35:27

标签: python json matplotlib plot geo

我正在尝试使用不同的库来绘制python上的多边形,但这些中没有一个与我合作。 我尝试了vincentShapely,..和现在的matplotlib。 我不想使用像qgis

这样的软件

我用过这个例子: http://geographika.co.uk/visualising-geojson-in-15-minutes

编辑:原始博文的归档:https://web.archive.org/web/20160310165846/http://geographika.co.uk/visualising-geojson-in-15-minutes

from matplotlib import pyplot
from descartes import PolygonPatch
import math
import urllib2
import simplejson

data = []
with open('file.json') as f:
    for line in f:
        data.append(json.loads(line))


def plotFeature(coordlist, myplot):
    #create a polygon geojson-like feature
    poly = {"type": "Polygon", "coordinates": coordlist}
    patch = PolygonPatch(poly, fc='#6699cc', ec='#6699cc', alpha=0.5, zorder=2)
    #plot it on the graph
    myplot.add_patch(patch)


for coordlist in data['features'][0]['geometry']['coordinates']:
    plotFeature(coordlist, myplot)

fig = pyplot.figure(1, figsize=(10, 4), dpi=180)
ax = fig.add_subplot(121)
ax.savefig('myplot.png')

外部文件" file.json"

var states = [{
    "type": "Feature",
    "properties": {"party": "Republican"},
    "geometry":

{
    "type": "Polygon",
    "coordinates": [
        [
            [
                -84.32281494140625,
                34.9895035675793
            ],
            [
                -84.29122924804688,
                35.21981940793435
            ],
            [
                -84.24041748046875,
                35.25459097465022
            ],
            [
                -84.22531127929688,
                35.266925688950074
            ],
            [
                -84.20745849609375,
                35.26580442886754
            ],
            [
                -84.19921875,
                35.24674063355999
            ],
            [
                -84.16213989257812,
                35.24113278166642
            ],
            [
                -84.12368774414062,
                35.24898366572645
            ],
            [
                -84.09072875976562,
                35.24898366572645
            ],
            [
                -84.08798217773438,
                35.264683153268116
            ],
            [
                -84.04266357421875,
                35.27701633139884
            ],
            [
                -84.03030395507812,
                35.291589484566124
            ],
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        ]
    ]
} } ] 

但它似乎没有成功。我需要用背景上的地图绘制这些坐标。任何一个例子,推荐的教程,一个解决这个问题的建议?

1 个答案:

答案 0 :(得分:0)

我尽可能地坚持你的代码。这是解决方案:

from matplotlib import pyplot
from descartes import PolygonPatch
import simplejson

def configurePlot():
    # set up the mapplotlib
    fig = pyplot.figure(1, figsize=(10, 4), dpi=180)
    ax = fig.add_subplot(121)
    return fig, ax


def setPlotExtent(ax, data):
    # get feature extents (a property of the cloudmade geojson)
    # note this was previously bbox
    minx = data['bounds'][0][0]
    maxx = data['bounds'][1][0]
    miny = data['bounds'][0][1]
    maxy = data['bounds'][1][1]

    # set the graph axes to the feature extents
    ax.set_xlim(minx, maxx)
    ax.set_ylim(miny, maxy)


def plotFeature(coordinates, myplot):
    poly = {"type": "Polygon", "coordinates": coordinates}
    patch = PolygonPatch(poly, fc='#6699cc', ec='#6699cc', alpha=0.5, zorder=2)
    # plot it on the graph
    myplot.add_patch(patch)


# turn the geojson into a python object
with open(r"file2.json") as f:
    pydata = simplejson.load(f)
print(pydata)

fig, myplot = configurePlot()
setPlotExtent(myplot, pydata)

plotFeature(pydata['coordinates'], myplot)

# save the plot as an image
pyplot.show()
fig.savefig('myplot.png')

和纠正的json:

{
    "bounds": [[-85, 33], [-75, 37]],
    "type": "Polygon",
    "coordinates": [
        [
            [
                -84.32281494140625,
                34.9895035675793
            ],
            [
                -84.29122924804688,
                35.21981940793435
            ],
            [
                -84.24041748046875,
                35.25459097465022
            ],
            [
                -84.22531127929688,
                35.266925688950074
            ],
            [
                -84.20745849609375,
                35.26580442886754
            ],
            [
                -84.19921875,
                35.24674063355999
            ],
            [
                -84.16213989257812,
                35.24113278166642
            ],
            [
                -84.12368774414062,
                35.24898366572645
            ],
            [
                -84.09072875976562,
                35.24898366572645
            ],
            [
                -84.08798217773438,
                35.264683153268116
            ],
            [
                -84.04266357421875,
                35.27701633139884
            ],
            [
                -84.03030395507812,
                35.291589484566124
            ],
            [
                -84.0234375,
                35.306160014550784
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