Converting coordinates to actual distances
On Wed, 14 Sep 2005, Paul Brewin wrote:
Hello, I've been searching for a method of converting Lat/Lon decimal coordinates into actual distances between points, and taking into account the curvature of the earth. Is there such a package in R? I've looked at the GeoR package, but this does not seem to contain what I am looking for. Ideally the output would be a triangular matrix of distances.
Using C code in the sp package (which will be exposed at the R level shortly) and sp > 0.8 and maptools > 0.5:
library(maptools)
Loading required package: foreign Loading required package: sp
xx <- readShapePoly(system.file("shapes/sids.shp", package="maptools")[1])
ll <- getSpPPolygonsLabptSlots(xx)
# ll is a matrix of long-lat centroids of North Carolina county polygons
str(ll)
num [1:100, 1:2] -81.5 -81.1 -79.3 -79.8 -78.7 ...
plot(ll)
x <- as.double(ll[,1])
y <- as.double(ll[,2])
n <- as.integer(length(x))
dists <- vector(mode="double", length=n)
lonlat <- as.integer(1)
res <- matrix(as.double(NA), 100, 100)
for (i in 1:100) res[i,] <- .C("sp_dists", x, y, x[i], y[i], n, dists,
+ lonlat)[[6]] gives a full matrix measured in kilometers for the WGS-84 ellipsoid. Accessing the C function like this puts the responsibility for checking the argument modes on the user. If this seems scary, rdist.earth() in the fields package has an R version of this. But maybe you need the actual functions to use great circle distance instead of Euclidean, rather than just to generate a distance matrix? Hope this helps, Roger Bivand
Thanks in advance, Paul Brewin Paul E Brewin (PhD) Center for Research in Biological Systems University of California San Diego 9500 Gilman Drive MC 0505 La Jolla CA, 92093-0505 USA Ph: 858-822-0871 Fax: 858-822-3631
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Roger Bivand Economic Geography Section, Department of Economics, Norwegian School of Economics and Business Administration, Helleveien 30, N-5045 Bergen, Norway. voice: +47 55 95 93 55; fax +47 55 95 95 43 e-mail: Roger.Bivand at nhh.no