block and output grid size in block kriging
On 02/12/2015 04:19 PM, subash wrote:
Dear Edzer, To understand why block kriging results vary,with different grid sizes, to keep gridsize identical to grid cells, and smaller than grid cells. library(gstat) data(meuse) coordinates(meuse) = ~x+y data(meuse.grid) gridded(meuse.grid) = ~x+y lzn.vgm<- variogram(log(zinc)~1, meuse) lzn.fit1 <- fit.variogram(lzn.vgm, model=vgm(psill=1, model="Sph", range=900, nugget=1)) plot(lzn.vgm, lzn.fit1) # Ordinary kriging lzn.ok <- krige(log(zinc)~1, meuse, meuse.grid, model = lzn.fit1) #Block kriging lzn.bok <- krige(log(zinc)~1, meuse, meuse.grid, model = lzn.fit1, block=c(40,40)) # Choosing a random location with the centre coordiantes(xx,yy) and find the corresponding block kriged estimate xx = 181140 yy = 333100 est.bk = lzn.bok$var1.pred[(lzn.bok$x==xx)&(lzn.bok$y==yy)] [1] 6.499158 est.ok =lzn.ok$var1.pred[(lzn.ok$x==xx)&(lzn.ok$y==yy)] [1] 6.499624 Why are the kriging estimates at a point different in block and ordinary kriging, when the grid size is isentical to (40 x 40) or less than(20x20) the meuse data.
because lzn.ok contains ordinary point kriging estimates, for points laid out on a grid, and lzn.bok contains ordinary 40 m x 40 m block kriging estimates: a different quantity is predicted.
Thanks diff= m.bk - est.bk -- View this message in context: http://r-sig-geo.2731867.n2.nabble.com/block-and-output-grid-size-in-block-kriging-tp7587770p7587780.html Sent from the R-sig-geo mailing list archive at Nabble.com.
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Edzer Pebesma Institute for Geoinformatics, University of M?nster, Heisenbergstra?e 2, 48149 M?nster, Germany; +49 251 83 33081 Journal of Statistical Software: http://www.jstatsoft.org/ Computers & Geosciences: http://elsevier.com/locate/inca/398 -------------- next part -------------- A non-text attachment was scrubbed... Name: signature.asc Type: application/pgp-signature Size: 490 bytes Desc: OpenPGP digital signature URL: <https://stat.ethz.ch/pipermail/r-sig-geo/attachments/20150212/d43ed3a4/attachment.bin>