Xcesm tries to provide an easy-to-use plugin for xarray to better handle CESM output in python.
Xcesm is still in developing, right now it has the following features:
- quick plot on global map (quickmap)
- regrid pop output to linear grids (regrid, nearest interpolation)
- compute global mean (gbmean, gbmeanpop)
- diagnose AMOC, PRECP, d18O(only support for iCESM), Heat transport etc.
- truncate ocean as several main basins (ocean_region)
More feature will be added in the future.
git clone https://github.com/Yefee/xcesm.git
cd xcesm
python setup.py install
import xarray as xr
import xcesm
ds = xr.open_dataset('/examples/data/salt.nc')
# defalut to 1x1 degree
salt_rgd = ds.SALT.utils.regrid()
print(ds.SALT.shape)
(384, 320)
print(salt_rgd.shape)
(181, 361)
salt_rgd.utils.quickmap()
I don't have time to write documentation recently, but it will be released in this summer!