“…The WRF (version 4.0) model, developed by the National Center for Atmospheric Research, was employed to generate the meteorological background of the air quality simulation. To ensure that the simulation scheme was applicable to this study area, we referred to the literature to select the parameterization schemes: the Purdue Lin microphysics scheme, RRTM scheme, Goddard scheme, Noah scheme, Yonsei University scheme, and Monin–Obukhov scheme for the microphysics option, longwave radiation option, shortwave radiation option, land surface option, planetary boundary layer option, and surface layer option ( Wei et al, 2022 ; Zhang et al, 2021 ). We employed the CMAQ model (version 5.3), which reflects the physical and chemical processes of various pollutants in a complete environment, to simulate the spatial distribution and temporal variation in PM 2.5 concentration within the study region.…”