A CNN trained on 13 environmental fields estimates TC intensity and size from 0.5° reanalysis data, but much of the headline skill comes from training/test overlap.
Future change of western north pacific typhoons: Pro- jections by a 20-km-mesh global atmospheric model.Journal of Climate, 24(4):1154 – 1169, 2011
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Retrieving Tropical Cyclone Intensity from Climate Reanalysis using Deep Learning
A CNN trained on 13 environmental fields estimates TC intensity and size from 0.5° reanalysis data, but much of the headline skill comes from training/test overlap.