Earth surface distance (in km) between decimal latlong points using
    Haversine approximation.

    http://stackoverflow.com/questions/15736995/
    how-can-i-quickly-estimate-the-distance-between-two-latitude-longitude-
    points

def _decdeg_distance(pt1, pt2):
    """
    Earth surface distance (in km) between decimal latlong points using
    Haversine approximation.

    http://stackoverflow.com/questions/15736995/
    how-can-i-quickly-estimate-the-distance-between-two-latitude-longitude-
    points
    """

    lat1, lon1 = pt1
    lat2, lon2 = pt2

    # Convert decimal degrees to radians
    lon1, lat1, lon2, lat2 = map(np.radians, [lon1, lat1, lon2, lat2])

    # haversine formula
    dlon = lon2 - lon1
    dlat = lat2 - lat1
    a = np.sin(dlat/2)**2 + np.cos(lat1) * np.cos(lat2) * np.sin(dlon/2)**2
    c = 2 * np.arcsin(np.sqrt(a))
    km = 6367 * c

    return km