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OIRF-LEnKF v1.0: a novel data assimilation system by integrating incremental machine learning with a localized EnKF for enhanced PM2.5 chemical component simulation and reanalysis.

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Title: OIRF-LEnKF v1.0: a novel data assimilation system by integrating incremental machine learning with a localized EnKF for enhanced PM2.5 chemical component simulation and reanalysis.
Authors: Li, Hongyi1 (AUTHOR), Yang, Ting1 (AUTHOR) tingyang@mail.iap.ac.cn, Kong, Lei1 (AUTHOR), Zhang, Di2 (AUTHOR), Tang, Guigang2 (AUTHOR), Tang, Xiao1,3 (AUTHOR), Wang, Zifa1,3 (AUTHOR)
Source: Geoscientific Model Development. 2026, Vol. 19 Issue 11, p4835-4856. 22p.
Database: Academic Search Ultimate
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ISSN:1991959X
DOI:10.5194/gmd-19-4835-2026