climpred.classes.HindcastEnsemble.remove_seasonality#
- HindcastEnsemble.remove_seasonality(seasonality: str | None = None) PredictionEnsemble #
Remove seasonal cycle from
PredictionEnsemble
.- Parameters:
seasonality – Seasonality to be removed. Choose from:
["season", "month", "weekofyear", "dayofyear"]
. Defaults toOPTIONS["seasonality"]
.
Examples
>>> HindcastEnsemble <climpred.HindcastEnsemble> Initialized: SST (init, lead, member) float64 -0.2392 -0.2203 ... 0.618 0.6136 Uninitialized: SST (time, member) float64 -0.1969 -0.01221 -0.275 ... 0.4179 0.3974 Observations: SST (time) float32 -0.4015 -0.3524 -0.1851 ... 0.2481 0.346 0.4502 >>> # example already effectively without seasonal cycle >>> HindcastEnsemble.remove_seasonality(seasonality="month") <climpred.HindcastEnsemble> Initialized: SST (init, lead, member) float64 -0.2392 -0.2203 ... 0.618 0.6136 Uninitialized: SST (time, member) float64 -0.1969 -0.01221 -0.275 ... 0.4179 0.3974 Observations: SST (time) float32 -0.4015 -0.3524 -0.1851 ... 0.2481 0.346 0.4502