Check if geo-point is inside or outside of polygon

问题

I am using python and I have defined the latitudes and longitudes (in degrees) of a polygon on the map. My goal is to check if a generic point P of coordinates x,y falls within such polygon. I would like therefore to have a function that allows me to check such condition and return True or False if the point is inside or outside the polygon.

In this example the point is outside so the result would be False

Question: Is there a library/package that allows to reach my goal? if yes which one do you recommend? would you be able to give a small example on how to use it?

Here is the code I have written so far:

import numpy as np

# Define vertices of polygon (lat/lon)
v0 = [7.5, -2.5] 
v1 = [2, 3.5]
v2 = [-2, 4]
v3 = [-5.5, -4]
v4 = [0, -10]
lats_vect = np.array([v0[0],v1[0],v2[0],v3[0],v4[0]])
lons_vect = np.array([v0[1],v1[1],v2[1],v3[1],v4[1]])

# Point of interest P
x, y = -6, 5 # x = Lat, y = Lon

## START MODIFYING FROM HERE; DO NOT MODIFY POLYGON VERTICES AND DATA TYPE
# Check if point of interest falls within polygon boundaries
# If yes, return True
# If no, return False

In order to plot the polygon and the point of interest I used cartopy and I wrote the following lines of code:

import cartopy.crs as ccrs
import matplotlib.pyplot as plt
ax = plt.axes(projection=ccrs.PlateCarree())
ax.stock_img() 

# Append first vertex to end of vector to close polygon when plotting
lats_vect = np.append(lats_vect, lats_vect[0])
lons_vect = np.append(lons_vect, lons_vect[0])
plt.plot([lons_vect[0:-1], lons_vect[1:]], [lats_vect[0:-1], lats_vect[1:]],
         color='black', linewidth=1, 
         transform=ccrs.Geodetic(),
         )   

plt.plot(y, x, 
        '*',          # marker shape
        color='blue',  # marker colour
        markersize=8  # marker size
        )  

plt.show()

Note:

points are connected to each other by Great Circles!
I have researched in the internt and I ended up finding some similar questions like this one but I had no success since they all use of .shp files which I do not have.

回答1:

Here is a possible solution to my problem.

Geographical coordinates must be stored properly. Example np.array([[Lon_A, Lat_A], [Lon_B, Lat_B], [Lon_C, Lat_C]])
Create the polygon
Create the point to be tested
Use polygon.contains(point) to test if point is inside (True) or outside (False) the polygon.

Here is the missing part of the code:

from shapely.geometry import Point
from shapely.geometry.polygon import Polygon

lons_lats_vect = np.column_stack((lons_vect, lats_vect)) # Reshape coordinates
polygon = Polygon(lons_lats_vect) # create polygon
point = Point(y,x) # create point
print(polygon.contains(point)) # check if polygon contains point
print(point.within(polygon)) # check if a point is in the polygon

Note: the polygon does not take into account great cycles apparently, therefore it is necessary to split the edges into many segments thus increasing the number of vertices.

回答2:

Another way to do it is by using the even-odd algorithm explained in this link https://wrf.ecse.rpi.edu//Research/Short_Notes/pnpoly.html The python code is given in wikipedia https://en.wikipedia.org/wiki/Even–odd_rule

Folks, just remember that the ORDER OF POINTS that make the polygon MATTER! I mean, different order results in different polygons.

来源：https://stackoverflow.com/questions/43892459/check-if-geo-point-is-inside-or-outside-of-polygon

标签

python

polygon

coordinate-systems

shapely

point-in-polygon