Regional Modeling of Storm Surges Using Localized Features and Transfer Learning

• Published in: Journal of geophysical research. Machine learning and computation Vol. 2; no. 3
• Main Authors: Nagaraj, Meghana, Rodriguez, Alejandra, Wahl, Thomas
• Format: Journal Article
• Language: English
• Published: 01.09.2025

Storm surges induced by low pressure and high winds from tropical or extratropical cyclones are the main driver of major coastal flooding events. While tide gauges provide the most accurate sea level observations, their records are often short, spatially uneven, and contain gaps, posing challenges f...