Convert latitude, longitude & altitude to local ENU coordinates

https://stackoverflow.com/questions/53408780/convert-latitude-longitude-altitude-to-local-enu-coordinates-in-python

Transformations between ECEF and ENU coordinates

https://www.nsstc.uah.edu/users/phillip.bitzer/python_doc/pyltg/_modules/pyltg/utilities/latlon.html

Convert WGS-84 geodetic locations (GPS readings) to Cartesian coordinates in a local tangent plane (Geodetic to ECEF to ENU)

coordinate transformations between geodetic, ecef and enu in python

具体实现代码:

csharp 复制代码
"""
This script provides coordinate transformations from Geodetic -> ECEF, ECEF -> ENU
and Geodetic -> ENU (the composition of the two previous functions). Running the script
by itself runs tests.
based on https://gist.github.com/govert/1b373696c9a27ff4c72a.
"""
import math

a = 6378137
b = 6356752.3142
f = (a - b) / a
e_sq = f * (2-f)

def geodetic_to_ecef(lat, lon, h):
    # (lat, lon) in WSG-84 degrees
    # h in meters
    lamb = math.radians(lat)
    phi = math.radians(lon)
    s = math.sin(lamb)
    N = a / math.sqrt(1 - e_sq * s * s)

    sin_lambda = math.sin(lamb)
    cos_lambda = math.cos(lamb)
    sin_phi = math.sin(phi)
    cos_phi = math.cos(phi)

    x = (h + N) * cos_lambda * cos_phi
    y = (h + N) * cos_lambda * sin_phi
    z = (h + (1 - e_sq) * N) * sin_lambda

    return x, y, z

def ecef_to_enu(x, y, z, lat0, lon0, h0):
    lamb = math.radians(lat0)
    phi = math.radians(lon0)
    s = math.sin(lamb)
    N = a / math.sqrt(1 - e_sq * s * s)

    sin_lambda = math.sin(lamb)
    cos_lambda = math.cos(lamb)
    sin_phi = math.sin(phi)
    cos_phi = math.cos(phi)

    x0 = (h0 + N) * cos_lambda * cos_phi
    y0 = (h0 + N) * cos_lambda * sin_phi
    z0 = (h0 + (1 - e_sq) * N) * sin_lambda

    xd = x - x0
    yd = y - y0
    zd = z - z0

    xEast = -sin_phi * xd + cos_phi * yd
    yNorth = -cos_phi * sin_lambda * xd - sin_lambda * sin_phi * yd + cos_lambda * zd
    zUp = cos_lambda * cos_phi * xd + cos_lambda * sin_phi * yd + sin_lambda * zd

    return xEast, yNorth, zUp

def geodetic_to_enu(lat, lon, h, lat_ref, lon_ref, h_ref):
    x, y, z = geodetic_to_ecef(lat, lon, h)
    
    return ecef_to_enu(x, y, z, lat_ref, lon_ref, h_ref)

if __name__ == '__main__':
    def are_close(a, b):
        return abs(a-b) < 1e-4

    latLA = 34.00000048
    lonLA = -117.3335693
    hLA = 251.702

    x0, y0, z0 = geodetic_to_ecef(latLA, lonLA, hLA)
    x = x0 + 1
    y = y0
    z = z0
    xEast, yNorth, zUp = ecef_to_enu(x, y, z, latLA, lonLA, hLA)
    assert are_close(0.88834836, xEast)
    assert are_close(0.25676467, yNorth)
    assert are_close(-0.38066927, zUp)

    x = x0
    y = y0 + 1
    z = z0
    xEast, yNorth, zUp = ecef_to_enu(x, y, z, latLA, lonLA, hLA)
    assert are_close(-0.45917011, xEast)
    assert are_close(0.49675810, yNorth)
    assert are_close(-0.73647416, zUp)

    x = x0
    y = y0
    z = z0 + 1
    xEast, yNorth, zUp = ecef_to_enu(x, y, z, latLA, lonLA, hLA)
    assert are_close(0.00000000, xEast)
    assert are_close(0.82903757, yNorth)
    assert are_close(0.55919291, zUp)

代码来源:https://gist.github.com/sbarratt/a72bede917b482826192bf34f9ff5d0b

等效于:

python中pymap3d函数或MATLAB中geodetic2enu函数。

相关推荐
嗯嗯=1 天前
python学习篇
开发语言·python·学习
WoY20201 天前
opencv-python在ubuntu系统中缺少依赖
python·opencv·ubuntu
大游小游之老游1 天前
Python中如何实现一个程序运行时,调用另一文件中的函数
python
mantch1 天前
个人 LLM 接口服务项目:一个简洁的 AI 入口
人工智能·python·llm
weixin_445054721 天前
力扣热题51
c++·python·算法·leetcode
朱朱没烦恼yeye1 天前
java基础学习
java·python·学习
databook1 天前
数据可视化五大黄金原则:让你的图表“会说话”
python·数据分析·数据可视化
ai_top_trends1 天前
2026 年度工作计划 PPT 模板与 AI 生成方法详解
人工智能·python·powerpoint
智航GIS1 天前
9.4 Word 自动化
python·自动化·word
2501_941809141 天前
面向多活架构与数据地域隔离的互联网系统设计思考与多语言工程实现实践分享记录
java·开发语言·python