ASTMEN: an adaptive spatiotemporal and multi-element fusion network for ocean surface currents forecasting

Accurate forecasting of ocean surface currents is crucial for the planning of marine activities, including fisheries, shipping, and pollution control. Previous studies have often neglected the consideration of spatiotemporal correlations and interdependencies among ocean elements, leading to subopti...

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Bibliographic Details

Published in:	Frontiers in Marine Science
Main Authors:	Xin Li, Fusheng Wang, Tao Song, Fan Meng, Xiaofei Zhao
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2023-12-01
Subjects:	ocean surface currents forecasting adaptive information fusion Swin transformer long short-term memory spatiotemporal series analysis
Online Access:	https://www.frontiersin.org/articles/10.3389/fmars.2023.1281387/full