I have two raster layers that I want to merge into one. We will call them mask(with the values 1and NA) and vrs.
library(raster)
mask <- raster(ncol=10, nrow=10)
mask[] <- c(rep(0, 50), rep(1, 50))
mask[mask < 0.5] <- NA
vrs <-raster(ncol=10, nrow=10)
vrs[] <- rpois(100, 2)
vrs[vrs >= 4] <- NA
I want to combine two large layers, but everything is fine for understanding these small examples. I want to make the pixel values of my output layer be zero for those pixels where the masklevel 1and vrs- NA. All other pixels must remain with the original values vrs.
This is my only thought on how:
zero.for.NA <- function(x, y, filename){
out <- raster(y)
if(canProcessInMemory(out, n = 4)) { #wild guess..
val <- getValues(y) #values
NA.pos <- which(is.na(val)) #positiones for all NA-values in values-layer
NA.t.noll.pos<-which(x[NA.pos]==1) #Positions where mask is 1 within the
#vector of positions of NA values in vrs
val[NA.pos[NA.t.noll.pos]] <- 0 #set values layer to 0 where condition met
out <- setValues(out, val)
return(out)
} else { #for large rasters the same thing by chunks
bs <- blockSize(out)
out <- writeStart(out, filename, overwrite=TRUE)
for (i in 1:bs$n) {
v <- getValues(y, row=bs$row[i], nrows=bs$nrows[i])
xv <- getValues(x, row=bs$row[i], nrows=bs$nrows[i])
NA.pos <- which(is.na(v))
NA.t.noll.pos <- which(xv[NA.pos]==1)
v[NA.pos[NA.t.noll.pos]] <- 0
out <- writeValues(out, v, bs$row[i])
}
out <- writeStop(out)
return(out)
}
}
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