FS-STFNet: a few-shot adaptive spatiotemporal fusion network for short-term tropical cyclone intensity forecasting

FS-STFNet: a few-shot adaptive spatiotemporal fusion network for short-term tropical cyclone intensity forecasting

Tropical cyclone (TC) intensity prediction is a critical task in disaster prevention and mitigation. Due to the high complexity and incomplete evolution mechanism, the accurate prediction of TC intensity remains a challenge. This study proposes a Few-Shot Spatiotemporal Fusion Network (FS-STFNet) to...

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Bibliographic Details
Main Authors: Mengjiao Qin, Jingqi Wang, Yanshuo Wu, Yuhan Zhang, Wuxia Lin, Shoujuan Shu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Marine Science
Subjects:
tropical intensity
spatiotemporal forecasting
multivariate fusion
few-shot
spatial information enhancement
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2025.1632410/full
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https://www.frontiersin.org/articles/10.3389/fmars.2025.1632410/full

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