Assessment and application of tropical cyclone clustering in the South China Sea

Abstract Accurate classification of tropical cyclone (TC) tracks is essential for evaluating and mitigating the potential disaster risks associated with TCs. In this study, three commonly used methods (K-means, Fuzzy C-Means, and Self-Organizing Maps) are assessed for clustering historical TC tracks...

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Bibliographic Details
Main Authors: Yan Yan, Nergui Nanding, Xiaomeng Li, Yifan Shi, Bing Chen
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-024-83872-9
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