The longitude in CMIP5 future climate data is in 0 - 360 degree. How can I convert it to -180 - 180 degree using the raster package?
I tried with shift(r0,-180) and shift(r0,-360). It does not work. Any help will be appreciated. r0 here is a raster.
Try rotate(). Its help page even mentions its utility with the type of data you're dealing with:
Rotate a Raster* object that has x coordinates (longitude) from 0 to 360, to standard coordinates between -180 and 180 degrees. Longitude between 0 and 360 is frequently used in data from global climate models.
Here's a simple reproducible example to show what it does:
library(raster)
r <- raster(matrix(1:100, ncol=10), 0, 360, -90, 90, crs="+proj=merc")
r2 <- rotate(r)
r2
# class : RasterLayer
# dimensions : 10, 10, 100 (nrow, ncol, ncell)
# resolution : 36, 18 (x, y)
# extent : -180, 180, -90, 90 (xmin, xmax, ymin, ymax)
# coord. ref. : +proj=merc
# data source : in memory
# names : layer
# values : 1, 100 (min, max)
It's pretty simple:
ifelse(r0 > 180, -360 + r0, r0)
This is kind of a hack and there's probably a much easier way to do that in raster, but here is an option. First, you need to create a matrix from your raster object, then modify some longitude values (only the ones that are > 180) and switch back to a raster. The marmap package can do the back and forth switching for you:
# Switching from a raster to a matrix of class 'bathy'
library(marmap)
temp <- as.bathy(r0)
summary(temp)
# Changing the relevant longitude
names <- as.numeric(row.names(temp))
names[names > 180] <- names[names > 180] - 360
# Renaming the longitudes and switching back from a 'bathy' object to a raster
rownames(temp) <- names
r0.modified <- as.raster(temp)
