Bilinear interpolation, or not?
Added by F Lapointe almost 6 years ago
Hi,
I am currently transforming a dataset from spherical projection (lat/lon on a sphere) into stereographic projection (X/Y) using attached CDO_proj on my data test2.nc. I use ' cdo remapbil,CDO_proj test2.nc test_r.nc'.
The results are really strange as I only have a partial answer shown in test_r.nc, as it was only taking partially the data without interpolation as the remainder data are 'NaN'. I thought that 'remapbil' was interpolating my current dataset into the defined projection?
What happened?!
Thank you for your help.
Best,
François
Replies (5)
RE: Bilinear interpolation, or not? - Added by F Lapointe almost 6 years ago
I have forgotten to mention that I used:
ncatted -a coordinates,delta_SL,c,c,"X Y" test2.nc
prior to remap the data...
RE: Bilinear interpolation, or not? - Added by Uwe Schulzweida almost 6 years ago
The geographical lat/lon coordinates contains confusing values.
Y is in the range of -93 to 2.35e+18 and the structure doesn't looks like latitude coordinates on a curvilinear grid.
The longitude values in X looks like latitudes.
RE: Bilinear interpolation, or not? - Added by F Lapointe almost 6 years ago
Hi,
thanks for the output Uwe. I have found out where the data were corrupted--see new attached file. The 'Y' are longitude (-93 to 15) and 'X' are latitude (55 to 85). However, the problem persists as I have got sparsely output shown in 'test_r.nc'--see first e-mail. It seems that 'remapbil' is not interpolating data for other lat/lon on which they do not previously have data from tes2.nc. Do you know what could create such sparsely output?
Thanks...
François
RE: Bilinear interpolation, or not? - Added by Uwe Schulzweida almost 6 years ago
Hi François,
Here are some plots of the original file, the polar_stereographic interpolation and the interpolation back to the original grid.
The result looks correct for me.
Original input file:
cdo remapbil,CDO_proj test2.nc pstereo.nc
cdo remapbil,test2.nc pstereo.nc regular.nc
Cheers,
Uwe
test2.png (108 KB) test2.png | ncview on inputfile test2.nc | ||
polar_stereographic.png (168 KB) polar_stereographic.png | ncview on polar_stereo interpolation | ||
regular.png (72.4 KB) regular.png | ncview on regular lonlat interpolation |
RE: Bilinear interpolation, or not? - Added by F Lapointe almost 6 years ago
Thank you very much....
François