Improving Tropical Cyclone Wind Speed Estimation from Satellite Data using Uncertainty-Aware Deep Learning Models

Equipping deep neural networks with predictive uncertainty can improve the accuracy of tropical cyclone wind speed estimation from satellite data, especially for higher hurricane categories.