raster resolution
Dear Matteo Sorry for confusing metres and kilometres. If I understand correctly: sqrt(1000)*1000 = each cell in raster is 1000^2km Therefore: sqrt(50)*50 = each cell in raster is 50^2km sqrt(300)*300 = each cell in raster is 300^2km sqrt(800)*800 = each cell in raster is 800^2km Could you let me know if these are correct? Ross
On 24 Feb 2013, at 10:16, "Matteo Mattiuzzi" <matteo.mattiuzzi at boku.ac.at> wrote:
Dear Ross, in your mail you wrote 100 qkm and 1000 qkm. The map unit of sinusoidal is [m] as you see in the CRS. sqrt(100)*1000 = 10000 [m] side length and sqrt(1000)*1000 is the equivalent side-length of such a squared pixel in meter. The *1000 is only to convert km in m, and the sqrt() is the area to side-length conversion. So I did not generate a raster with 1000 qm but 1000 qkm as you asked. if you want 1000 qm, resolution=sqrt(1000) Matteo
Ross Ahmed <rossahmed at googlemail.com> 02/24/13 9:04 AM >>>
Dear Matteo Your answer has been very useful - thanks. I have a query: to make a raster in which each cell is 1000^2m, you have provided this code: ext1000 <- obeyRes(extent(EAE),resolution=sqrt(1000)*1000) Why have you used sqrt(1000)*1000? Why not 1000*1000? Ross On 20/02/2013 16:08, "Matteo Mattiuzzi" <matteo.mattiuzzi at boku.ac.at> wrote:
Dear Ross, You have 2 problems, one is that by changing the resolution you change in most of the cases also the extent, and second you cannot generate a regular raster (same area for all pixels) based on LAT/LON. You will have to use to an equal area projection. http://en.wikipedia.org/wiki/Map_projection#Equal-area Here a function that helps you to adapt the extent: ext=rasterExtent resolution= rasterExtent units resolution as c(x,y) or single value for both inner = as the change of the resolution in most of the cases changes the given extent you can choose to make the extent little smaller (inner=TRUE) or little bigger. obeyRes <- function(ext,resolution,inner=TRUE) { if(length(resolution)==1) { resolution <- rep(resolution,2) } cols <- (ext at xmax - ext at xmin)/resolution[2] rows <- (ext at ymax - ext at ymin)/resolution[1] if(inner) { cols <- floor(cols) rows <- floor(rows) } else { cols <- ceiling(cols) rows <- ceiling(rows) } olim <- resolution * c(rows,cols) ext at xmax <- ext at xmin + olim[2] ext at ymin <- ext at ymax - olim[1] return(list(extent=ext,cols=cols,rows=rows)) } myExtent <- extent(-176.5813, 174.1103,-31.16667, 83.1) r <- raster(ext=myExtent,crs="+proj=longlat +ellps=WGS84 +datum=WGS84") # Sinusoidal (as example!!) EAE <- projectExtent(r,crs="+proj=sinu +lon_0=0 +x_0=0 +y_0=0 +a=6371007.181 +b=6371007.181 +units=m +no_defs") ext100 <- obeyRes(extent(EAE),resolution=10000) r100 <- raster(ext=ext100$extent,ncol=ext100$cols,nrows=ext100$rows, crs="+proj=sinu +lon_0=0 +x_0=0 +y_0=0 +a=6371007.181 +b=6371007.181 +units=m +no_defs") r100[] <- round(runif(ncell(r100),0,1)) # writeRaster(r100,"r100.tif") ext1000 <- obeyRes(extent(EAE),resolution=sqrt(1000)*1000) r1000 <- raster(ext=ext1000$extent,ncol=ext1000$cols,nrows=ext1000$rows, crs="+proj=sinu +lon_0=0 +x_0=0 +y_0=0 +a=6371007.181 +b=6371007.181 +units=m +no_defs") r1000[] <- round(runif(ncell(r1000),0,1)) # writeRaster(r1000,"r1000.tif") ################# I'm not 100 % sure about my calculations/considerations so take it with care! Matteo
Ross Ahmed 02/20/13 11:03 AM >>>
I have the following raster: myRaster <- c(-176.5813, 174.1103, -31.16667, 83.1) myRasterExtent <- extent(matrix(myRaster, ncol=2, nrow=2, byrow=T)) myRasterExtent <- raster(myRasterExtent, crs="+proj=longlat +ellps=WGS84 +datum=WGS84?) How can I change resolution to 100km^2 and 1000km^2 many thanks Ross [[alternative HTML version deleted]]