“…This version of the model is being called the BRAMS-SPM and is running in an operational mode at the Institute of Astronomy, Geophysics and Atmospheric Sciences of the University of São Paulo (IAG-USP), with the goal of forecasting the concentrations of tropospheric ozone, nitrogen oxides, VOCs, sulfur dioxide, and small particles (PM 10 and PM 2.5 ) over the MASP, in a 48-72 h time frame. Considering its application over very large urban regions, the BRAMS-SPM is also capable of representing in a very consistent way the effects of the urban structure, as well as those of anthropogenic heat and moisture emissions, by using the Town Energy Budget parameterization, as initially proposed by Masson (2000) and first introduced into the RAMS model by Rozoff et al (2003), in conjunction with the soil-vegetationatmosphere transfer scheme, the Land Ecosystem-Atmosphere Feedback model, version 2 (Walko et al, 2000). This is a very important feature, because urban air quality is highly dependent on mesoscale circulations generated by anomalous urban heating and roughness, creating the so called urban heat island effect, mentioned in studies conducted in various countries (Oke, 1987;Yoshikado and Tsuchida, 1996;Ichinose et al, 1999;Baik et al, 2001;Cenedese and Monti, 2003;Gedzelman et al, 2003;Childs and Raman, 2005;Jonsson, 2005;Freitas et al, 2007;Roth, 2007).…”