[R] Dampening the spline interpolation for contours
Dylan Beaudette
debeaudette at ucdavis.edu
Mon Sep 13 23:06:43 CEST 2010
Although not an R solution, I would highly recommend the generic mapping tools
GMT for this type of work.
http://gmt.soest.hawaii.edu/
Cheers,
Dylan
On Monday 13 September 2010, Craig Stanton wrote:
> Hello all,
> I'm very new to R and am having some trouble with the results of the
> interp function. I'm trying to produce a chart roughly akin to a weather
> map with natural looking filled contours over a large region of the south
> pacific. I've got a list of points and values to be mapped to those points
> and I use the interp function as follows:
>
> tab<-read.table("data.txt")
> library("akima")
> png("contour.png", width = 1000, height=500)
> colourRange<-colorRampPalette(c("#f9cd00","#f9cd00","#f9cd00","#f9cd00","#f
>fffff","#6afaff","#53a3ff","#53a3ff","#53a3ff"))
> filled.contour(interp(x=tab$V1,tab$V2, tab$V3, xo=seq(min(tab$V1),
> max(tab$V1),length=1000),yo=seq(min(tab$V2), max(tab$V2),length=500),
> linear = FALSE), xlim = range(160,190),ylim = range(-30,-10),
> zlim=c(-4,4),color.palette = colourRange ) dev.off()
> rm(list = ls())
>
>
>
> I have added the "rm(list=ls())" on the end to try to reset the workspace
> because I've found that repeated running of this code can result in
> different output images. The main problem I am having is that though my
> values are all between -2.5 and 2.5 the interpolation gives me values well
> outside that range. Usually shown by colouring the areas white but
> confirmed by plotting a regular contour map instead of a filled contour.
> What I'd like to find out is if there is a way to dampen the cubic spline
> that is being used, or if there is an alternative to interp() that I should
> be looking at. Like I said before, I'm very new to R, so I may have missed
> something entirely obvious.
>
> Thanks in advance,
> Craig
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> self-contained, reproducible code.
--
Dylan Beaudette
Soil Resource Laboratory
http://casoilresource.lawr.ucdavis.edu/
University of California at Davis
530.754.7341
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