In contrast to PM|0 and NO?, Therefore, denser urban areas may produce higher residential SO? Finally, the results suggest that high-income urban areas experience lower concentrations of PM 10 and SO?. This may result from tighter environmental regulations or higher public expenditure to improve air quality in high income areas.