百度和谷歌的逆地址解析及GPS、谷歌地图和百度地图坐标之间的转换(python版)

时间:2023-03-08 16:51:02

PostGis用函数转换之后的4326坐标为GPS坐标,这个坐标不能直接在谷歌maps的API上面直接使用需要经过上面的转换,因为谷歌地图的国内参考坐标系为GCJ-02,而一般GPS为WGS84的坐标系。而且同一坐标百度和谷歌API逆向地址解析之后的结果不一致,这个需要后续验证:

百度和谷歌的逆地址解析及GPS、谷歌地图和百度地图坐标之间的转换(python版)

谷歌:https://maps.googleapis.com/maps/api/geocode/json?latlng=23.082373643343487,113.69356554583203&key=${yourkey}&language=zh-CN

百度:http://api.map.baidu.com/geocoder/v2/?location=lat,lon&output=json&ak=${yourkey}&extensions_road=ture&latest_admin=1&coordtype=wgs84

如果不能*谷歌的话替换maps.googleapis.com为ditu.google.cn。

下面为code:

def get_street_baidu(lat_gps, lng_gps):
# 输入gps坐标,逆地址解析返回百度地图地址信息
try:
url = 'http://api.map.baidu.com/geocoder/v2/?&' \
'location=' + str(lat_gps) + ',' + str(lng_gps) + \
'&output=json&ak=${yourkey}&extensions_road=ture&coordtype=wgs84ll'
response = urllib.urlopen(url)
string = response.read()
json_data = json.loads(string, encoding='utf8')
if 'result' in json_data.keys():
result = json_data['result']
street = result['addressComponent']['street']
else:
street = None
except Exception as e:
print(e.message)
return street def get_street_google(lat, lng):
# 输入GPS坐标,返回逆地址解析谷歌地图地址,GPS坐标需要转换成谷歌地图坐标
try:
url = 'https://ditu.google.cn/maps/api/geocode/json?latlng=' + \
str(lat) + ',' + str(lng) + \
'&key=${yourkey}&language=zh-CN'
response = urllib.urlopen(url)
string = response.read()
json_data = json.loads(string, encoding='utf8')
if 'results' in json_data.keys():
result = json_data['results']
street = result[0]['address_components'][0]['long_name']
else:
street = None
except Exception as e:
print(e.message)
return street

转换坐标函数code:

#!/usr/bin/env python
# coding:utf-8
# @author: KaiVen
"""
GPS坐标转换:
WGS-84:是国际标准,GPS坐标(Google Earth使用、或者GPS模块)
GCJ-02:中国坐标偏移标准,Google Map、高德、腾讯使用
BD-09:百度坐标偏移标准,Baidu Map使用
""" import math def transformLat(x, y):
ret = -100.0 + 2.0 * x + 3.0 * y + 0.2 * y * y + 0.1 * x * y + 0.2 * math.sqrt(abs(x))
ret += (20.0 * math.sin(6.0 * x * math.pi) + 20.0 * math.sin(2.0 * x * math.pi)) * 2.0 / 3.0
ret += (20.0 * math.sin(y * math.pi) + 40.0 * math.sin(y / 3.0 * math.pi)) * 2.0 / 3.0
ret += (160.0 * math.sin(y / 12.0 * math.pi) + 320 * math.sin(y * math.pi / 30.0)) * 2.0 / 3.0
return ret def transformLon(x, y):
ret = 300.0 + x + 2.0 * y + 0.1 * x * x + 0.1 * x * y + 0.1 * math.sqrt(abs(x))
ret += (20.0 * math.sin(6.0 * x * math.pi) + 20.0 * math.sin(2.0 * x * math.pi)) * 2.0 / 3.0
ret += (20.0 * math.sin(x * math.pi) + 40.0 * math.sin(x / 3.0 * math.pi)) * 2.0 / 3.0
ret += (150.0 * math.sin(x / 12.0 * math.pi) + 300.0 * math.sin(x / 30.0 * math.pi)) * 2.0 / 3.0
return ret def delta(lat, lng):
a = 6378245.0
# a: 卫星椭球坐标投影到平面地图坐标系的投影因子
ee = 0.00669342162296594323
# ee: 椭球的偏心率
dLat = transformLat(lng - 105.0, lat - 35.0)
dLon = transformLon(lng - 105.0, lat - 35.0)
radLat = lat / 180.0 * math.pi
magic = math.sin(radLat)
magic = 1 - ee * magic * magic
sqrtMagic = math.sqrt(magic)
dLat = (dLat * 180.0) / ((a * (1 - ee)) / (magic * sqrtMagic) * math.pi)
dLon = (dLon * 180.0) / (a / sqrtMagic * math.cos(radLat) * math.pi)
return dLat, dLon def wgs2gcj(wgsLat, wgsLng):
"""
WGS-84转成GCJ-02
"""
if outOfChina(wgsLat, wgsLng):
print("The latitude or longitude is out of China!")
return wgsLat, wgsLng
lat, lng = delta(wgsLat, wgsLng)
return wgsLat + lat, wgsLng + lng def gcj2wgs_rough(gcjLat, gcjLon):
"""
GCJ-02 转 WGS-84 粗略版
"""
if outOfChina(gcjLat, gcjLon):
print("The latitude or longitude is out of China!")
return gcjLat, gcjLon
lat, lng = delta(gcjLat, gcjLon)
return gcjLat - lat, gcjLon - lng def gcj2wgs_accurate(gcjLat, gcjLon):
"""
GCJ-02 转 WGS-84 精确版
"""
initDelta = 0.01
threshold = 0.000000001
dLat = initDelta
dLon = initDelta
mLat = gcjLat - dLat
mLon = gcjLon - dLon
pLat = gcjLat + dLat
pLon = gcjLon + dLon
wgsLat = 0
wgsLon = 0
i = 0
while 1:
wgsLat = (mLat + pLat) / 2
wgsLon = (mLon + pLon) / 2
lat, lon = gcj2wgs_rough(wgsLat, wgsLon)
dLat = lat - gcjLat
dLon = lon - gcjLon
if (abs(dLat) < threshold) and (abs(dLon) < threshold):
break
if dLat > 0:
pLat = wgsLat
else:
mLat = wgsLat
if dLon > 0:
pLon = wgsLon
else:
mLon = wgsLon
if ++i > 10000:
break
return wgsLat, wgsLon def gcj2bd(gcjLat, gcjLon):
"""
GCJ-02 转 BD-09
"""
x_pi = math.pi * 3000.0 / 180.0
x = gcjLon
y = gcjLat
z = math.sqrt(x * x + y * y) + 0.00002 * math.sin(y * x_pi)
theta = math.atan2(y, x) + 0.000003 * math.cos(x * x_pi)
bdLon = z * math.cos(theta) + 0.0065
bdLat = z * math.sin(theta) + 0.006
return bdLat, bdLon def bd2gcj(bdLat, bdLon):
"""
BD-09 转 GCJ-02
"""
x_pi = math.pi * 3000.0 / 180.0
x = bdLon - 0.0065
y = bdLat - 0.006
z = math.sqrt(x * x + y * y) - 0.00002 * math.sin(y * x_pi)
theta = math.atan2(y, x) - 0.000003 * math.cos(x * x_pi)
gcjLon = z * math.cos(theta)
gcjLat = z * math.sin(theta)
return gcjLat, gcjLon def wgs2mercator(wgsLat, wgsLon):
"""
WGS-84 to Web mercator
mercatorLat -> y mercatorLon -> x
"""
x = wgsLon * 20037508.34 / 180.
y = math.log(math.tan((90. + wgsLat) * math.pi / 360)) / (math.pi / 180)
y = y * 20037508.34 / 180.
return y, x def mercator2wgs(mercatorLat, mercatorLon):
"""
Web mercator to WGS-84
mercatorLat -> y mercatorLon -> x
"""
x = mercatorLon / 20037508.34 * 180
y = mercatorLat / 20037508.34 * 180
y = 180 / math.pi * (2 * math.atan(math.exp(y * math.pi / 180.)) - math.pi / 2)
return y, x def outOfChina(lat, lng):
"""
判断是否在中国范围外
"""
if lng < 72.004 or lng > 137.8347:
return True
if lat < 0.8293 or lat > 55.8271:
return True
return False def haversine(lat1, lon1, lat2, lon2):
"""
:param: 纬度1,经度1,纬度2,经度2(十进制度数)
:return: 二个坐标之间的距离(单位米)
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
lat1, lon1, lat2, lon2 = map(math.radians, [lat1, lon1, lat2, lon2])
# haversine公式
dlon = lon2 - lon1
dlat = lat2 - lat1
a = math.sin(dlat / 2) ** 2 + math.cos(lat1) * math.cos(lat2) * math.sin(dlon / 2) ** 2
c = 2 * math.asin(math.sqrt(a))
r = 6371 # 地球平均半径,单位为公里
return c * r * 1000

坐标转换参考:https://www.oschina.net/code/snippet_260395_39205