Using spatial extreme-value theory with machine learning to model and understand spatially compounding weather extremes

Jonathan Koh, Daniel Steinfeld, Olivia Martius

When extreme weather events affect large areas, their regional to sub-continental spatial scale is important for their impacts. We propose a novel machine learning (ML) framework t…