Tropical Cyclone Wind Field Reconstruction for Hazard Estimation via Bayesian Hierarchical Modeling With Neural Network

Abstract Tropical cyclones (TCs) are one of the biggest threats to life and property around the world. Accurate estimation of TC wind hazard requires estimation of catastrophic TCs having a very long return period spanning up to thousands of years. Since reliable TC data are available only for recen...

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Bibliographic Details
Main Authors: C. Yang, J. Xu
Format: Article
Language:English
Published: American Geophysical Union (AGU) 2024-12-01
Series:Earth and Space Science
Subjects:
Online Access:https://doi.org/10.1029/2024EA003678
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