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The Haversine Formula
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The Haversine Formula
For two points on a sphere (of radius R) with latitudes φ1 and φ2,
latitude separation Δφ = φ1 − φ2, and longitude separation Δλ, where
angles are in radians, the distance d between the two points (along a
great circle of the sphere; see spherical distance) is related to their
locations by the formula above.
Let h denote haversin(d/R), given from above. One can then solve for
d either by simply applying the inverse haversine (if available) or by
using the arcsine (inverse sine) function:
In the era before the digital calculator, the use of detailed
printed tables for the haversine/inverse-haversine and its
logarithm (to aid multiplications) saved navigators from
squaring sines, computing square roots, etc., a process
both arduous and likely to exacerbate small errors (see
also versine).

When using these formulae, care must be taken to ensure
that h does not exceed 1 due to a floating point error (d is
only real for h from 0 to 1). h only approaches 1 for
antipodal points (on opposite sides of the sphere) — in this
region, relatively large numerical errors tend to arise in the
formula when finite precision is used. However, because d
is then large (approaching πR, half the circumference) a
small error is often not a major concern in this unusual case
Since this is a unit sphere, the lengths a, b, and c are simply equal to the
angles (in radians) subtended by those sides from the center of the
sphere (for a non-unit sphere, each of these arc lengths is equal to its
central angle multiplied by the radius of the sphere).n order to obtain the
haversine formula of the previous section from this law, one simply
considers the special case where u is the north pole, while v and w are
the two points whose separation d is to be determined. In that case, a and
b are π/2 - φ1,2 (i.e., 90° − latitude), C is the longitude separation Δλ,
and c is the desired d/R. Noting that sin(π/2 - φ) = cos(φ), the haversine
formula immediately follows.

To derive the law of haversines, one starts with the spherical law of
cosines:
This formula is only an approximation when applied to the
Earth.  
The Earth is not a perfect sphere: The radius R
varies from 6356.78 km at the poles to 6378.14 km at the
equator. There are small corrections, typically on the order
of 0.1% (assuming the geometric mean R = 6367.45 km is
used everywhere), because of this slight ellipticity of the
planet. A more accurate method, which takes into account
the Earth's ellipticity, is given by Vincenty's formulae.

Given a unit sphere, a "triangle" on the surface of the
sphere is defined by the great circles connecting three
points u, v, and w on the sphere. If the lengths of these
three sides are a (from u to v), b (from u to w), and c (from
v to w), and the angle of the corner opposite c is C, then
the law of haversines states:
As described below, a similar formula can also be written in terms
of cosines (sometimes called the spherical law of cosines, not to
be confused with the law of cosines for plane geometry) instead of
haversines, but for the common case of small distances/angles a
small error in the input to the arccos function leads to a large
error in the final output. This makes the formula unsuitable for
general use.
(although there are other great-circle distance formulas that avoid
this problem). (The formula above is sometimes written in terms of
the arctangent function, but this suffers from similar numerical
problems near h = 1.)
Navigators used logs to get round the difficulties they
always had doing long-multiplication and long-division.
The problem was that logarithms couldn't be used
with negative numbers, the log of a negative number
being a meaningless concept. As ordinary trig
functions ranged over positive and negative values,
something had to be done.

So a new trig function, the "versine" was invented,
which never went negative, but varied between zero
and +2. The haversine, as you might guess, is simply
half the versine, so it varies, more conveniently,
between zero and +1. And then all the trig formulae
that navigators used were bent and twisted into forms
that used one of these new functions, and nothing that
required a log ever took a negative value.
Versine vs. Haversine
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