wind_validation.hist.metrics.emd
- wind_validation.hist.metrics.emd(hist1, hist2, dim=None)[source]
Calculates the Earth Movers Distance (EMD) between two xarray.DataArrays’s containing pywasp wind histogram’s
- Parameters
hist1 (xarray.DataArray) – PyWAsP-formatted Wind Histograms
hist2 (xarray.DataArray) – PyWAsP-formatted Wind Histograms
dim (str or None, optional) – The dimension to calculate the EMD over, options are: “wsbin” and “sector” and None (the default), which calculates the 2D EMD in U,V-space If “sector” is chosen, the shortest circular distance between bins is used.
- Returns
Earth Movers Distance the histograms
- Return type