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mathause/cesm

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Usage

Define one or more simulations in~/cesm_cases.yaml:

SMX2000:folder:/net/exo/landclim/mathause/cesm_data/name:f.e121.FC5.f19_g16.SMM2010_2000-io384.001

List / select files:

importcesmcase=cesm.case('SMX2000')print(case.lnd.h0.filename)print(case.lnd.h1.sel(year=50))

Output

['f.e121.FC5.f19_g16.SMM2010_2000-io384.001.clm2.h0.0001-01.nc', 'f.e121.FC5.f19_g16.SMM2010_2000-io384.001.clm2.h0.0001-02.nc', 'f.e121.FC5.f19_g16.SMM2010_2000-io384.001.clm2.h0.0001-03.nc' ...]'/net/.../f.e121.FC5.f19_g16.SMM2010_2000-io384.001.clm2.h1.0050-01-01-00000.nc'

Load data:

TREFHT=cesm.load.var(case.atm.h0,'TREFHT',year=50)print(TREFHT)

Output

1 years require savingwriting variable: 50 in 50..50<xarray.Dataset>Dimensions:  (lat: 96, lon: 144, time: 12)Coordinates:  * lat      (lat) float64 -90.0 -88.11 -86.21 -84.32 -82.42 -80.53 -78.63 ...  * lon      (lon) float64 0.0 2.5 5.0 7.5 10.0 12.5 15.0 17.5 20.0 22.5 ...  * time     (time) datetime64[ns] 2000-01-16T12:00:00 2000-02-15 ...Data variables:    TREFHT   (time, lat, lon) float32 242.634 243.037 242.642 242.609 ...

Note

With version 0.2.0 I disentangled this package with the changes I added on top of xarray (which was a very bad idea) by adding thexarray_utils. It should now work with the original version of xarray (but this is currenly untested).

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