The contribution of various pollution sources to the variability of fine PM in an urban area was examined using as an example the city of Pittsburgh. Biomass burning aerosol shows the largest variability during the winter with local maxima within the city and in the suburbs. During both periods the largest contributing source to the average PM_2.5 is particles from outside the modeling domain. The average population-weighted PM_2.5 concentration does not change significantly with resolution.