Ocean Reanalysis Data‐Driven Deep Learning Forecast for Sea Surface Multivariate in the South China Sea

Abstract Most prediction models based on artificial neural networks (ANNs) are site‐specific and do not provide simultaneous spatial information similar to numerical schemes. Such ANNs do not account for the correlations across grid points or the dynamic balance among different variables, which is a...

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Bibliographic Details
Main Authors: Qi Shao, Guangchao Hou, Wei Li, Guijun Han, Kangzhuang Liang, Yang Bai
Format: Article
Language:English
Published: American Geophysical Union (AGU) 2021-07-01
Series:Earth and Space Science
Subjects:
Online Access:https://doi.org/10.1029/2020EA001558