Exploring the integration of a global AI model with traditional data assimilation in weather forecasting

Recent advancements in artificial intelligence (AI) have profoundly transformed weather forecasting, challenging traditional reliance on numerical weather prediction (NWP) models. Despite notable progress, AI models still depend heavily on traditional NWP systems to generate analysis fields, a depen...

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Bibliographic Details
Main Authors: Hongxiong Xu, Yihong Duan, Xiangde Xu
Format: Article
Language:English
Published: IOP Publishing 2024-01-01
Series:Environmental Research Letters
Subjects:
Online Access:https://doi.org/10.1088/1748-9326/ad93e8