Urbanization in developing countries has increased vehicle density and traffic congestion, leading to air pollution from vehicle emissions. Major pollutants from vehicles include hydrocarbons, sulfur, ozone, lead, and particulate matter, which have harmful health and environmental effects. As a result, vehicular pollution and urban air quality have become significant concerns needing regulations to reduce emissions.