Ultra-short-term prediction of spatio-temporal wind speed based on a hybrid deep learning model

This study develops a spatio-temporal forecasting model for predicting wind speeds across the Beijing-Tianjin-Hebei region over a 4-h horizon. The model, built using advanced deep learning techniques, operates with a temporal resolution of 1 hour and a spatial resolution of 9 km. The experiments wer...

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Bibliographic Details
Main Authors: Zixuan Chen, Jinman Zhang, Shuang Zhou, Zengbao Zhao, Yushan Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Earth Science
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Online Access:https://www.frontiersin.org/articles/10.3389/feart.2025.1580945/full
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