Multi-file raster stack from netcdf specifying levels
Maybe you can try something like this? h2osoil.l1 <- do.call(stack, lapply(files, function(file) raster(file, varname='H2OSOI', level=1))) h2osoil.l2 <- do.call(stack, lapply(files, function(file) raster(file, varname='H2OSOI', level=2))) ... h2osoil.l15 <- do.call(stack, lapply(files, function(file) raster(file, varname='H2OSOI', level=15))) On Thu, Oct 19, 2017 at 6:33 PM, Thiago V. dos Santos via R-sig-Geo <
r-sig-geo at r-project.org> wrote:
Dear all,
I am working with several netcdf files that contain soil moisture in 15
soil layers.
I am trying to create raster stacks of individual layers, but I am getting
a strange error.
# Get list of files
files <- list.files('~/Downloads', pattern='.nc', full.names=T)
# Stack all the files
h2osoil.l1 <- stack(files, varname='H2OSOI', level=1) # this would be the
first layer
h2osoil.l2 <- stack(files, varname='H2OSOI', level=2) # this would be the
second layer
And this is the error I get:
Error in (function (classes, fdef, mtable) :
unable to find an inherited method for function ?raster? for signature
?"numeric"?
In addition: Warning messages:
1: In .rasterObjectFromCDF(x, type = objecttype, band = band, ...) :
"level" set to 1 (there are 15 levels)
2: In .rasterObjectFromCDF(x, type = objecttype, band = band, ...) :
"level" set to 1 (there are 15 levels)
3: In .rasterObjectFromCDF(x, type = objecttype, band = band, ...) :
"level" set to 1 (there are 15 levels)
Here are some files to reproduce this issue (3 MB each file):
https://www.dropbox.com/s/9z3fnadqdf1rzuz/cam5clm45_ctl.
clm2.h0.1980-01.nc?dl=0
https://www.dropbox.com/s/0snz58au8ic196p/cam5clm45_ctl.
clm2.h0.1980-02.nc?dl=0
https://www.dropbox.com/s/v5ps5bkyrkflki7/cam5clm45_ctl.
clm2.h0.1980-03.nc?dl=0
I know netcdf files can be quite tricky to work with, but is there any way
to get this file read in the right way using the raster package? Any other
option?
Greetings,
-- Thiago V. dos Santos
Postdoctoral Research Fellow
Department of Climate and Space Science and Engineering
University of Michigan
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