Extremes - jejjohnson/ml4eo GitHub Wiki

Resampling

We need to choose the temporal frequency we wish to choose.

• Example Resamplings

Declustering

We need to merge the observations.

• Method I - we take non-lapping blocks of the data to the minimum spatiotemporal resolution we accept by taking maximum values.
• Method II - we take a radius neighbors based approach on non-overlapping spatial regions at a desired temporal frequency.

Examples

• Declustering Example - Heatwaves