Improving 10 m Wind Speed Forecasts over the Northwest Pacific Using a Deep Learning Network

Accurate sea surface wind forecasts are essential for marine disaster prevention, maritime economic activities, and renewable energy development. However, traditional numerical weather prediction (NWP) models often encounter limitations such as nonlinear error accumulation and systematic biases duri...

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Bibliographic Details

Published in:	Atmosphere
Main Authors:	Jie Xiao, Xiaomei Chen, Bao Wang, Xishan Pan
Format:	Article
Language:	English
Published:	MDPI AG 2026-05-01
Subjects:	artificial intelligence numerical weather prediction wind speed forecasting forecast correction spatiotemporal forecasting
Online Access:	https://www.mdpi.com/2073-4433/17/6/549