esmtools.stats.standardize

esmtools.stats.standardize(ds, dim='time')[source]

Standardize Dataset/DataArray

\frac{x - \mu_{x}}{\sigma_{x}}

Parameters:
  • ds (xarray object) – Dataset or DataArray with variable(s) to standardize.
  • dim (optional str) – Which dimension to standardize over (default ‘time’).
Returns:

Standardized variable(s).

Return type:

stdized (xarray object)