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We created an innovative new improved random woodland (IRF) model centered on device learning and a newly released AOD item with increased quality of 1-km, that could better and precisely calculate the PM2.5 focus over Shenzhen when you look at the Guangdong-Hong Kong-Macao better Bay Area (GBA), China. Frequent PM2.5 concentrations from 2016 to 2018 were believed from ground-level PM2.5 and meteorological variable information. The favorite linear regression design, geogra