Combined dynamical-deep learning ENSO forecasts

Combined dynamical-deep learning ENSO forecasts

Abstract Improving the prediction skill of El Niño-Southern Oscillation (ENSO) is of critical importance for society. Over the past half-century, significant improvements have been made in ENSO prediction. Recent studies have shown that deep learning (DL) models can substantially improve the predict...

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Main Authors: Yipeng Chen, Yishuai Jin, Zhengyu Liu, Xingchen Shen, Xianyao Chen, Xiaopei Lin, Rong-Hua Zhang, Jing-Jia Luo, Wenjun Zhang, Wansuo Duan, Fei Zheng, Michael J. McPhaden, Lu Zhou
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-025-59173-8
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https://doi.org/10.1038/s41467-025-59173-8

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