Sinusoidal and cosinusoidal variables were generated to incorporate the effect of the time of the
day. The effect of day of the week was considered using a suitable arithmetic index26, in order to
account for the short-term variability of emissions. PM10 concentrations lagged by 24, 25 and 26
hours were also used as input variables for the estimation of PM10 concentrations 24-h in