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October 15, 2012 06:23
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Collection of useful distance calculation functions for the earth
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# A collection of useful distance calculation functions for the earth | |
from __future__ import division | |
from math import sin, cos, acos, asin, radians, degrees, sqrt | |
EARTH_RADIUS = 6371009 # meters | |
class Geolocation(object): | |
def __init__(self, latitude, longitude): | |
self.latitude = latitude # Restrict to be within -90 and 90 | |
self.longitude = longitude # Restrict to be within -180 and 180 | |
def great_circle_distance_coarse(pointA, pointB): | |
""" | |
Computes the great circle distance in meters between two points using spherical law of cosines | |
Requires: EARTH_RADIUS in meters, decimal degree point.latitude, point.longitude | |
""" | |
dlat = pointA.latitude - pointB.latitude | |
dlon = pointA.longitude - pointB.longitude | |
term1 = sin(radians(pointA.latitude)) * sin(radians(pointB.latitude)) | |
term2 = cos(radians(pointA.latitude)) * cos(radians(pointB.latitude)) * cos(radians(dlon)) | |
angle = acos(term1 + term2) # Radians | |
return EARTH_RADIUS * angle | |
def great_circle_distance_fine(pointA, pointB): | |
""" | |
Computes the great circle distance in meters between two points using the Haversine formula | |
Requires: EARTH_RADIUS in meters, decimal degree point.latitude, point.longitude | |
""" | |
dlat = pointA.latitude - pointB.latitude | |
dlon = pointA.longitude - pointB.longitude | |
term1 = sin(radians(dlat)/2)**2 | |
term2 = cos(radians(pointA.latitude)) * cos(radians(pointB.latitude)) * sin(radians(dlon)/2)**2 | |
angle = 2* asin( sqrt(term1 + term2) ) # Radians | |
return EARTH_RADIUS * angle | |
def great_circle_distance_very_fine(pointA, pointB): | |
""" | |
Computes the great circle distance in meters between two points using special case of Vincenty formula | |
Requires: EARTH_RADIUS in meters, decimal degree point.latitude, point.longitude | |
""" | |
pass | |
# Gold Standard: ehhh? Google Maps? | |
macg = Geolocation(42.355404, -71.099742) | |
dome = Geolocation(42.359781, -71.092316) | |
stata_stairs = Geolocation(42.360873, -71.09081) | |
capital = Geolocation(42.358148, -71.063715) | |
north_side_road = Geolocation(42.355761, -71.099834) | |
south_side_road = Geolocation(42.355715, -71.099798) | |
print great_circle_distance_coarse(macg, capital) | |
print great_circle_distance_fine(macg, capital) | |
print great_circle_distance_coarse(dome, stata_stairs) | |
print great_circle_distance_fine(dome, stata_stairs) | |
# real width of road is what, maybe 4 meters? | |
print great_circle_distance_coarse(north_side_road, south_side_road) | |
print great_circle_distance_fine(north_side_road, south_side_road) |
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