xarray.core.rolling.DatasetCoarsen.reduce

xarray.core.rolling.DatasetCoarsen.reduce#

DatasetCoarsen.reduce(func, keep_attrs=None, **kwargs)[source]#

Reduce the items in this group by applying func along some dimension(s).

Parameters:
  • func (callable()) – Function which can be called in the form func(x, axis, **kwargs) to return the result of collapsing an np.ndarray over the coarsening dimensions. It must be possible to provide the axis argument with a tuple of integers.

  • keep_attrs (bool, default: None) – If True, the attributes (attrs) will be copied from the original object to the new one. If False, the new object will be returned without attributes. If None uses the global default.

  • **kwargs (dict) – Additional keyword arguments passed on to func.

Returns:

reduced (Dataset) – Arrays with summarized data.