Identifying Three‐Dimensional Radiative Patterns Associated With Early Tropical Cyclone Intensification

Identifying Three‐Dimensional Radiative Patterns Associated With Early Tropical Cyclone Intensification

Abstract Cloud radiative feedback impacts early tropical cyclone (TC) intensification, but limitations in existing diagnostic frameworks make them unsuitable for studying asymmetric or transient radiative heating. We propose a linear Variational Encoder‐Decoder (VED) framework to learn the hidden re...

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Bibliografische gegevens
Hoofdauteurs: Frederick Iat‐Hin Tam, Tom Beucler, James H. Ruppert Jr.
Formaat: Artikel
Taal:English
Gepubliceerd in: American Geophysical Union (AGU) 2024-12-01
Reeks:Journal of Advances in Modeling Earth Systems
Onderwerpen:
tropical cyclones
tropical meteorology
interpretable machine learning
pattern discovery
cloud radiative feedback
Online toegang:https://doi.org/10.1029/2024MS004401

Internet

https://doi.org/10.1029/2024MS004401

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