I have two points as below. I need to get the distance between them in meters.
POINT (80.99456 7.86795) POINT (80.97454 7.872174) How can this be done via GeoPandas?
1 Answer
Your points are in a lon, lat coordinate system (EPSG:4326 or WGS 84). To calculate a distance in meters, you would need to either use the Great-circle distance or project them in a local coordinate system to approximate the distance with a good precision.
For Sri Lanka, you can use EPSG:5234 and in GeoPandas, you can use the distance function between two GeoDataFrames.
from shapely.geometry import Point import geopandas as gpd pnt1 = Point(80.99456, 7.86795) pnt2 = Point(80.97454, 7.872174) points_df = gpd.GeoDataFrame({'geometry': [pnt1, pnt2]}, crs='EPSG:4326') points_df = points_df.to_crs('EPSG:5234') points_df2 = points_df.shift() #We shift the dataframe by 1 to align pnt1 with pnt2 points_df.distance(points_df2) The result should be 2261.92843 m
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