“…Therefore, understanding the key processes that drive the dynamic temporal and spatial evolutionary characteristics of pollutants on the NCP is essential for revealing the source and transport of aerosols, which has different radiative forcing at different heights (Kumar et al, 2017). Actually, stereo-monitoring devices and technologies, such as lidar (Chen et al, 2019b;Fan et al, 2019;Sheng et al, 2019), MAX-DOAS (Hong et al, 2018;, and satellite remote sensing (Pang et al, 2018;Schwartz et al, 2012;Zhang et al, 2019a), can reveal the vertical distribution of pollutants at different heights (Heese et al, 2017;Tian et al, 2017). Due to the limited spatial and temporal observations, however, it is impossible to provide physical and chemical properties in the atmosphere at any time period and on any path, which makes it difficult to directly reveal the formation and source of pollution.…”