[ncl-talk] Removing missing values from a 1D data
Wang, Jiali
jialiwang at anl.gov
Wed Nov 15 15:54:21 MST 2017
Dear NCL group,
I am having a similar question as this post https://www.ncl.ucar.edu/Support/talk_archives/2011/1499.html but unfortunately i didn't get it..
I have a 1D data set (station data) as shown below. I would like to filter out the lower orders (order smaller than 2). I do this using "where", so I get lots of missing values for those stations with lower orders. But these values take lots of space, so I want to get rid of them and output a much lighter data only for the stations with non-missing values. Below is what my data and my NCL script look like. Could you please take a look and advice? With my script I am still having all the missing value in my output.
ncdump -c 200303091200.CHRTOUT_DOMAIN3
netcdf \200303091200 {
dimensions:
station = 3678397 ;
time = 1 ;
variables:
float latitude(station) ;
latitude:long_name = "Station latitude" ;
latitude:units = "degrees_north" ;
float longitude(station) ;
longitude:long_name = "Station longitude" ;
longitude:units = "degrees_east" ;
float streamflow(station) ;
streamflow:units = "meter^3 / sec" ;
streamflow:long_name = "River Flow" ;
int order(station) ;
order:long_name = "Strahler Stream Order" ;
=============
a = addfile("200303101200.CHRTOUT_DOMAIN3"+".nc","r")
st = a->streamflow
lat = a->latitude
lon = a->longitude
ord = a->order ;;do filter based on this number, we only want order>2
st1 = new(dimsizes(st),typeof(st))
lat1 = new(dimsizes(lat),typeof(lat))
lon1 = new(dimsizes(lon),typeof(lon))
st at _FillValue = -9999
st1 = where(ord .gt. 2, st, st at _FillValue)
lat1 = where(ord .gt. 2, lat, st at _FillValue)
lon1 = where(ord .gt. 2, lon, st at _FillValue)
if (.not.all(ismissing(st1))) then ;;I think this "if" statement has some problem, but I am not sure what's the right one should be..
system("/bin/rm -f simple.nc")
ncdf = addfile("simple.nc" ,"c")
ncdf->streamflow = st1
ncdf->lat = lat1
ncdf->lon = lon1
;;;;;;or output in txt format
opt = True
opt at fout = "foo.txt"
write_matrix(st1, "10f7.2", opt)
end if
==============
Thanks!
Jiali Wang, Ph. D
Environmental Science Division
Argonne National Laboratory
Tel: 630-252-2848
http://www.evs.anl.gov/about-evs/staff/detail/index.cfm?/Wang/Jiali
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