I have many NCDF files in a folder. I try to extract them into raster brick using raster
and ncdf4
packages. If I separately extract each NCDF file it works. However, I try to extract all files using for loop then it gives me error.
R<-list.files("D:/Results/TimeSeries/NETCDF/")
r<-brick(paste0("D:/Results/TimeSeries/NETCDF/",R[[1]]),varname="T_min")
for(i in 2:length(R)){
r1<-brick(paste0("D:/Results/TimeSeries/NETCDF/",R[[i]]),varname="T_min")
r<-brick(r,r1)
}
Error in as.integer(nl) : cannot coerce type 'S4' to vector of type 'integer'
If I look at r
and r1
separately they seem to have same extent and both are raster brick type:
> r
class : RasterBrick
dimensions : 81, 81, 6561, 122 (nrow, ncol, ncell, nlayers)
resolution : 1, 1 (x, y)
extent : 0.5, 81.5, 0.5, 81.5 (xmin, xmax, ymin, ymax)
coord. ref. : NA
data source : D:\Results\TimeSeries\NETCDF\timeseries_1km_2026.nc
names : X0026.05.02, X0026.05.03, X0026.05.04, X0026.05.05, X0026.05.06, X0026.05.07, X0026.05.08, X0026.05.09, X0026.05.10, X0026.05.11, X0026.05.12, X0026.05.13, X0026.05.14, X0026.05.15, X0026.05.16, ...
Date : 0026-05-02, 0026-08-31 (min, max)
varname : T_min
> r1
class : RasterBrick
dimensions : 81, 81, 6561, 122 (nrow, ncol, ncell, nlayers)
resolution : 1, 1 (x, y)
extent : 0.5, 81.5, 0.5, 81.5 (xmin, xmax, ymin, ymax)
coord. ref. : NA
data source : D:\Results\TimeSeries\NETCDF\timeseries_1km_2027.nc
names : X0027.05.02, X0027.05.03, X0027.05.04, X0027.05.05, X0027.05.06, X0027.05.07, X0027.05.08, X0027.05.09, X0027.05.10, X0027.05.11, X0027.05.12, X0027.05.13, X0027.05.14, X0027.05.15, X0027.05.16, ...
Date : 0027-05-02, 0027-08-31 (min, max)
varname : T_min
Please help.
There is no need to loop, raster
is vectorized, try
p <- "D:/Results/TimeSeries/NETCDF"
R <- list.files(p, pattern = "nc$")
r <- raster::stack(file.path(p, R), varname = "T_min")
If you did need to loop, I'd do it like this:
r <- raster::stack(lapply(file.path(p, R), raster::raster, varname = "T_min"))
Edit: replace raster::raster with raster::stack.
Also note the use of file.path
, and the facilities available within list.files
. (Pasting text for file paths can be problematic, and is more complicated than using available functions).