“…However, due to disagreements in correlation coefficients in various regions, it was inferred that other factors such as aerosol vertical structure, humidification, spatial and temporal states, and meteorological conditions have effects on AOD-PM relationship (Chu et al, 2003;Wang, 2003;Paciorek and Liu, 2010). Based on this, complex statistical methods, such as mixed effect models, general additives models (GAM), Bayesian hierarchical models and geographically weighted regression (GWR), together with ground or model based ancillary data, have been used to study AOD-PM (Liu et al, 2009;Tian and Chen, 2010;Lee et al, 2011;Lin et al, 2013). The feasibility of these complex models, generally require more ancillary data, has not been validated, especially in developing countries (Liu, 2013).…”