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Robust prediction of hourly PM2.5 from meteorological data using LightGBM.
Zhong J, Zhang X, Gui K, Wang Y, Che H, Shen X, Zhang L, Zhang Y, Sun J, Zhang W. Zhong J, et al. Among authors: zhang l, zhang w, zhang x, zhang y. Natl Sci Rev. 2021 Jan 5;8(10):nwaa307. doi: 10.1093/nsr/nwaa307. eCollection 2021 Oct. Natl Sci Rev. 2021. PMID: 34858602 Free PMC article.
Incorporation and improvement of a heterogeneous chemistry mechanism in the atmospheric chemistry model GRAPES_Meso5.1/CUACE and its impacts on secondary inorganic aerosol and PM2.5 simulations in Middle-Eastern China.
Liu Z, Wang H, Zhang L, Zhou Y, Zhang W, Peng Y, Zhang Y, Che H, Zhao M, Hu J, Liu H, Wang Y, Li S, Han C, Zhang X. Liu Z, et al. Among authors: zhang l, zhang w, zhang x, zhang y. Sci Total Environ. 2022 Nov 15;847:157530. doi: 10.1016/j.scitotenv.2022.157530. Epub 2022 Jul 22. Sci Total Environ. 2022. PMID: 35878848
Response of PM2.5-bound elemental species to emission variations and associated health risk assessment during the COVID-19 pandemic in a coastal megacity.
Wang G, Huang K, Fu Q, Chen J, Huo J, Zhao Q, Duan Y, Lin Y, Yang F, Zhang W, Li H, Xu J, Qin X, Zhao N, Deng C. Wang G, et al. Among authors: zhang w. J Environ Sci (China). 2022 Dec;122:115-127. doi: 10.1016/j.jes.2021.10.005. Epub 2021 Oct 18. J Environ Sci (China). 2022. PMID: 35717077 Free PMC article.
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