Read NetCDF variable.
This simple function reads a variable of a NetCDF file into R.
read_ncvar(var, infile, verbose = FALSE)
var |
Name of NetCDF variable (character). |
infile |
Filename of input NetCDF file. This may include the directory (character). |
verbose |
logical; if TRUE, progress messages are shown |
The output is a list object including the variable and the corresponding time variable. The dimension of the chosen variable is most commonly a two or three dimensional array.
## Create an example NetCDF file with a similar structure as used by CM
## SAF. The file is created with the ncdf4 package. Alternatively
## example data can be freely downloaded here: <https://wui.cmsaf.eu/>
library(ncdf4)
## create some (non-realistic) example data
lon <- seq(5, 15, 0.5)
lat <- seq(45, 55, 0.5)
time <- seq(as.Date("2000-01-01"), as.Date("2010-12-31"), "month")
origin <- as.Date("1983-01-01 00:00:00")
time <- as.numeric(difftime(time, origin, units = "hour"))
data <- array(250:350, dim = c(21, 21, 132))
## create example NetCDF
x <- ncdim_def(name = "lon", units = "degrees_east", vals = lon)
y <- ncdim_def(name = "lat", units = "degrees_north", vals = lat)
t <- ncdim_def(name = "time", units = "hours since 1983-01-01 00:00:00",
vals = time, unlim = TRUE)
var1 <- ncvar_def("SIS", "W m-2", list(x, y, t), -1, prec = "short")
vars <- list(var1)
ncnew <- nc_create(file.path(tempdir(),"CMSAF_example_file.nc"), vars)
ncvar_put(ncnew, var1, data)
ncatt_put(ncnew, "lon", "standard_name", "longitude", prec = "text")
ncatt_put(ncnew, "lat", "standard_name", "latitude", prec = "text")
nc_close(ncnew)
## Load the data of variable 'SIS' of the example file into R. To
## access the data use e.g., my.data$SIS
my.data <- read_ncvar(var = "SIS", infile = file.path(tempdir(),
"CMSAF_example_file.nc"))
unlink(file.path(tempdir(),"CMSAF_example_file.nc"))Please choose more modern alternatives, such as Google Chrome or Mozilla Firefox.