climpred.classes.HindcastEnsemble.generate_uninitialized¶
- HindcastEnsemble.generate_uninitialized(resample_dim: List[str] = ['init', 'member']) climpred.classes.HindcastEnsemble [source]¶
Generate
uninitialized
by resampling frominitialized
.- Parameters
resample_dim – dimension to resample from. Must contain
"init"
.- Returns
resampled
uninitialized
ensemble added toHindcastEnsemble
Example
>>> HindcastEnsemble # uninitialized from historical simulations <climpred.HindcastEnsemble> Initialized Ensemble: SST (init, lead, member) float64 -0.2392 -0.2203 ... 0.618 0.6136 Observations: SST (time) float32 -0.4015 -0.3524 -0.1851 ... 0.2481 0.346 0.4502 Uninitialized: SST (time, member) float64 -0.1969 -0.01221 -0.275 ... 0.4179 0.3974
>>> HindcastEnsemble.generate_uninitialized() # newly generated from initialized <climpred.HindcastEnsemble> Initialized Ensemble: SST (init, lead, member) float64 -0.2392 -0.2203 ... 0.618 0.6136 Observations: SST (time) float32 -0.4015 -0.3524 -0.1851 ... 0.2481 0.346 0.4502 Uninitialized: SST (time, member) float64 0.04868 0.07173 0.09435 ... 0.4158 0.418