NAO Seasonal Forecast Using a Multivariate Air–Sea Coupled Deep Learning Model Combined with Causal Discovery

NAO Seasonal Forecast Using a Multivariate Air–Sea Coupled Deep Learning Model Combined with Causal Discovery

The North Atlantic Oscillation (NAO) is a major climatic phenomenon in the Northern Hemisphere, but the underlying air–sea interaction and physical mechanisms remain elusive. Despite successful short-term forecasts using physics-based numerical models, longer-term forecasts of NAO continue to pose a...

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Bibliographic Details
Main Authors: Bin Mu, Xin Jiang, Shijin Yuan, Yuehan Cui, Bo Qin
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Atmosphere
Subjects:
North Atlantic Oscillation
causal discovery
air–sea coupling
deep learning
Online Access:https://www.mdpi.com/2073-4433/14/5/792

Internet

https://www.mdpi.com/2073-4433/14/5/792

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