In most major Indian cities, automobile emissions are a significant, often dominant, source of key air pollutants like particulate matter (PM2.5, PM10), nitrogen oxides (NOx), carbon monoxide (CO), and volatile organic compounds (VOCs), especially in urban areas with high traffic density.