Classification of tropical cyclone rain patterns using convolutional autoencoder

Abstract Heavy rainfall produced by tropical cyclones (TCs) frequently causes wide-spread damage. TCs have different patterns of rain depending on their development stage, geographical location, and surrounding environmental conditions. However, an objective system for classifying TC rain patterns h...

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Bibliographic Details
Main Authors: Dasol Kim, Corene J. Matyas
Format: Article
Language:English
Published: Nature Portfolio 2024-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-50994-5