eofs
eofs copied to clipboard
Why EOF transforms dims in coordinates
Hi,
I have an xarray Dataset :
>>> inFile
<xarray.Dataset>
Dimensions: (time_counter: 6000, x: 182, y: 149)
Coordinates:
* time_counter (time_counter) float64 3.02e+07 ... 1.892e+11
Dimensions without coordinates: x, y
Data variables:
tos_yearmean (time_counter, y, x) float32 ...
I compute the EOFs on tos_yearmean and I get :
>>> solver.eofs()
<xarray.DataArray 'eofs' (mode: 6000, y: 149, x: 182)>
array([[[nan, nan, ..., nan, nan],
[nan, nan, ..., nan, nan]]], dtype=float32)
Coordinates:
* mode (mode) int64 0 1 2 3 4 5 6 7 ... 5993 5994 5995 5996 5997 5998 5999
* y (y) int64 0 1 2 3 4 5 6 7 8 ... 140 141 142 143 144 145 146 147 148
* x (x) int64 0 1 2 3 4 5 6 7 8 ... 173 174 175 176 177 178 179 180 181
Attributes:
long_name: empirical_orthogonal_functions
Dimensions x and y have been transformed into coordinates, with index starting at 0. This is spurious information. When I use the input file in Ferret, Ferret assumes that x and y start at 1. When I write solver.eofs in a file and use it in Ferret, the indexing starts at 0, and there is mismatch between the two files that make Ferret to fail on some operations.
Can I prevent eofs to transform dimension in coordinates ?
Thanks,
Olivier