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20212024
most citedCan we integrate spatial verification methods into neural-network loss functions for atmospheric science?

9 citations · 15 across the 3 of their papers we have counts for

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physics.ao-ph2024

Center-fixing of tropical cyclones using uncertainty-aware deep learning applied to high-temporal-resolution geostationary satellite imagery

Ryan Lagerquist, Galina Chirokova, Robert DeMaria +2

Determining the location of a tropical cyclone's (TC) surface circulation center -- "center-fixing" -- is a critical first step in the TC-forecasting process, affecting current/fut…