kriging: export to grid
On Sun, 14 Dec 2008, Nicolas Meurisse wrote:
Hello, After kriging with the use of the krige.conv function, I would like to export my result under the grid format. In order to view it into a GIS. It was suggested to me to use the writeGDAL function into the rgdal package. However It looks like I have a problem of supported formats (dataset object of SpatialGridDataFrame-class or SpatialPixelsDataFrame-class ) that is not the same as the one resulting from my krige.conv function (kriging -class apparently) I tried several function to achieve this conversion (getRasterData, SpatialGridDataFrame, SpatialPixelsDataFrame, create2GDAL, points2grid...). But without any success. #my actual kriging script: pred.grid = expand.grid(seq(170000, 130000, l = 50), seq(190000, 160000, l = 50))
library(sp)
pred.grid$var3 <- 1
coordinates(pred.grid) <- c("Var1", "Var2")
gridded(pred.grid) <- TRUE
# Create a SpatialPixelsDataFrame or SpatialGridDataFrame object first
# - forced here by including a non-coordnate column to the data frame
myPred = krige.conv(myGData, loc = pred.grid, krige = krige.control(obj.m = myOLSMod))
myPred = krige.conv(myGData, loc = coordinates(pred.grid), krige = krige.control(obj.m = myOLSMod)) # Krige with the coordinates of the object pred.grid$predict <- myPred$predict # add the predictions (and standard errors if you like) to the # object, they are in the correct order; # then write out, choosing the output column as desired tf <- tempfile() writeGDAL(pred.grid["predict"], tf, drivername="GTiff") # not type="Byte"! GDALinfo(tf) # I suppose you are using the temporary file here to test your approach # as you ought to put the output file in a permanent place if you will # need it later Hope this helps, Roger
image(myPred, loc = pred.grid, col = gray(seq(1, 0.1, l = 30))) #my conversion attempts tf <- tempfile() writeGDAL(myPred, tf, drivername="GTiff", type="Byte", options=NULL) [Erreur dans function (classes, fdef, mtable) : unable to find an inherited method for function "gridded", for signature "kriging"] Thanks a lot, Nicolas
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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