However, as S09 accurately noted in their paper, Antarctica has a good deal more spatial coherence than the US, so a method like this is likely to perform better for Antarctica than the US.
Since climate is related to expectations — which differ enormously from place to place — anomalies allow you to look at similar levels of impacts and spatialcoherence of the changes much more clearly.