StHCFormer: A Multivariate Ocean Weather Predicting Method Based on Spatiotemporal Hybrid Convolutional Attention Networks

StHCFormer: A Multivariate Ocean Weather Predicting Method Based on Spatiotemporal Hybrid Convolutional Attention Networks

Ocean weather prediction is crucial for various applications, such as global climate prediction, marine environmental protection, and offshore production. However, current data-based marine weather prediction methods have limitations when predicting multiple variables in a particular area, failing t...

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Bibliographic Details
Main Authors: Lianlei Lin, Zongwei Zhang, Hangyi Yu, Junkai Wang, Sheng Gao, Hanqing Zhao, Jiaqi Zhang
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Deep learning
multivariate prediction
ocean weather forecast
spatiotemporal hybrid convolutional attention
spatiotemporal prediction
Online Access:https://ieeexplore.ieee.org/document/10400785/

Internet

https://ieeexplore.ieee.org/document/10400785/

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