Air quality impacts of volatile organic compound (VOC) and nitrogen oxide (NOx) emissions from major sources over the northwestern United States are simulated. The comprehensive nested modeling system comprises three models: Community Multiscale Air Quality (CMAQ), Weather Research and Forecasting (WRF), and Sparse Matrix Operator Kernel Emissions (SMOKE). In addition, the decoupled direct method in three dimensions (DDM-3D) is used to determine the sensitivities of pollutant concentrations to changes in precursor emissions during a severe smog episode in July of 2006. The average simulated 8-hr daily maximum O3concentration is 48.9 ppb, with 1-hr O3maxima up to 106 ppb (40 km southeast of Seattle). The average simulated PM2.5(particulate matter with an aerodynamic diameter <2.5 μm) concentration at the measurement sites is 9.06 μg m−3, which is in good agreement with the observed concentration (8.06 μg m−3). In urban areas (i.e., Seattle, Vancouver, etc.), the model predicts that, on average, a reduction of NOxemissions is simulated to lead to an increase in average 8-hr daily maximum O3concentrations, and will be most prominent in Seattle (where the greatest sensitivity is −0.2 ppb per % change of mobile sources). On the other hand, decreasing NOxemissions is simulated to decrease the 8-hr maximum O3concentrations in remote and forested areas. Decreased NOxemissions are simulated to slightly increase PM2.5in major urban areas. In urban areas, a decrease in VOC emissions will result in a decrease of 8-hr maximum O3concentrations. The impact of decreased VOC emissions from biogenic, mobile, nonroad, and area sources on average 8-hr daily maximum O3concentrations is up to 0.05 ppb decrease per % of emission change, each. Decreased emissions of VOCs decrease average PM2.5concentrations in the entire modeling domain. In major cities, PM2.5concentrations are more sensitive to emissions of VOCs from biogenic sources than other sources of VOCs. These results can be used to interpret the effectiveness of VOC or NOxcontrols over pollutant concentrations, especially for localities that may exceed National Ambient Air Quality Standards (NAAQS). [ABSTRACT FROM AUTHOR]