Accurate Tropical Cyclone Center Fixing Using Uncertainty-Aware Deep Learning and High-Temporal-Resolution Satellite Imagery
A deep learning algorithm called GeoCenter can accurately determine the location of a tropical cyclone's surface circulation center using only geostationary infrared satellite imagery, outperforming existing methods and providing skillful uncertainty quantification.