Then, a Bayesian Model Averaging method is employed to select the empirical model which best identifies the determinants of the concentration of different pollutants. For each pollutant, the influence of economic sector composition, population density and factors related to internal urban composition and road transport are tested. The study does not consider factors of pollution that occur outside urban areas, such as inter-city transport or activities in rural areas.