处理地图数据时,经常需要用到两个地理位置间的距离。比如A点经纬度(110.0123, 23.32435),B点经纬度(129.1344,25.5465),求AB两点之间的距离。我们可以用haversine()函数求出距离结果。Python版本的haversine()如下所示:
- from math import radians, cos, sin, asin, sqrt
- def haversine(lon1, lat1, lon2, lat2): # 经度1,纬度1,经度2,纬度2 (十进制度数)
- """
- Calculate the great circle distance between two points
- on the earth (specified in decimal degrees)
- """
- # 将十进制度数转化为弧度
- lon1, lat1, lon2, lat2 = map(radians, [lon1, lat1, lon2, lat2])
- # haversine公式
- dlon = lon2 - lon1
- dlat = lat2 - lat1
- a = sin(dlat/2)**2 + cos(lat1) * cos(lat2) * sin(dlon/2)**2
- c = 2 * asin(sqrt(a))
- r = 6371 # 地球平均半径,单位为公里
- return c * r * 1000