A Generative Super‐Resolution Model for Enhancing Tropical Cyclone Wind Field Intensity and Resolution

• Published in: Journal of geophysical research. Machine learning and computation Vol. 1; no. 4
• Main Authors: Lockwood, Joseph W., Gori, Avantika, Gentine, Pierre
• Format: Journal Article
• Language: English
• Published: Wiley 01.12.2024

Extreme winds associated with tropical cyclones (TCs) can cause significant loss of life and economic damage globally, highlighting the need for accurate, high‐resolution modeling and forecasting for wind. However, due to their coarse horizontal resolution, most global climate and weather models suf...