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beth182 / heat_scan

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Multi-model ensemble #11

Open beth182 opened 5 months ago

beth182 commented 5 months ago

How best to take into account other models in the ScenarioMIP

beth182 commented 5 months ago

Code examples for accounting for different resolution:

import xesmf as xe
# ds is in your old resolution shape (which is finer)
ds = xr.Dataset({"lat": (["lat"],old_LAT, {"units": "degrees_north"}),"lon": (["lon"], old_long, {"units": "degrees_east"}),})
# ds_out is the shape you want your data to be in; 
ds_out = xr.Dataset({"lat": (["lat"],new_lat, {"units": "degrees_north"}),"lon": (["lon"], new_lon, {"units": "degrees_east"}),})
regridder = xe.Regridder(ds, ds_out, "conservative")

Model_regridded= regridder(Old_model, keep_attrs=True)

With documentation here: https://climate-cms.org/posts/2021-04-09-xesmf-regrid.html https://xesmf.readthedocs.io/en/latest/notebooks/Compare_algorithms.html