FuXi-DA: a generalized deep learning data assimilation framework for assimilating satellite observations

Abstract Data assimilation (DA), as an indispensable component within contemporary Numerical Weather Prediction (NWP) systems, plays a crucial role in generating the analysis that significantly impacts forecast performance. Nevertheless, developing an efficient DA system poses significant challenges...

Full description

Saved in:
Bibliographic Details
Main Authors: Xiaoze Xu, Xiuyu Sun, Wei Han, Xiaohui Zhong, Lei Chen, Zhiqiu Gao, Hao Li
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:npj Climate and Atmospheric Science
Online Access:https://doi.org/10.1038/s41612-025-01039-3
Tags: Add Tag
No Tags, Be the first to tag this record!