I have a netcdf file with a timeseries and the time variable has the following typical metadata:
double time(time) ;
time:standard_name = \"t
I couldn't get @AF7's function to work with my files so I wrote my own. The function below creates a POSIXct vector of dates, for which the start date, time interval, unit and length are read from the nc file. It works with nc files of many (but probably not every...) shapes or forms.
ncdate <- function(nc) {
ncdims <- names(nc$dim) #Extract dimension names
timevar <- ncdims[which(ncdims %in% c("time", "Time", "datetime", "Datetime",
"date", "Date"))[1]] # Pick the time dimension
ntstep <-nc$dim[[timevar]]$len
tm <- ncvar_get(nc, timevar) # Extract the timestep count
tunits <- ncatt_get(nc, timevar, "units") # Extract the long name of units
tspace <- tm[2] - tm[1] # Calculate time period between two timesteps, for the "by" argument
tstr <- strsplit(tunits$value, " ") # Extract string components of the time unit
a<-unlist(tstr[1]) # Isolate the unit .i.e. seconds, hours, days etc.
uname <- a[which(a %in% c("seconds","hours","days"))[1]] # Check unit
startd <- as.POSIXct(gsub(paste(uname,'since '),'',tunits$value),format="%Y-%m-%d %H:%M:%S") ## Extract the start / origin date
tmulti <- 3600 # Declare hourly multiplier for date
if (uname == "days") tmulti =86400 # Declare daily multiplier for date
## Rename "seconds" to "secs" for "by" argument and change the multiplier.
if (uname == "seconds") {
uname <- "secs"
tmulti <- 1 }
byt <- paste(tspace,uname) # Define the "by" argument
if (byt == "0.0416666679084301 days") { ## If the unit is "days" but the "by" interval is in hours
byt= "1 hour" ## R won't understand "by < 1" so change by and unit to hour.
uname = "hours"}
datev <- seq(from=as.POSIXct(startd+tm[1]*tmulti),by= byt, units=uname,length=ntstep)
}
Edit
To address the flaw highlighted by @AF7's comment that the above code would only work for regularly spaced files, datev could be calculated as
datev <- as.POSIXct(tm*tmulti,origin=startd)