About the Project
Vehicular emissions are one of the leading sources of air pollution, particularly in urban areas. With rapid urbanization and the increasing use of vehicles, cities around the world face deteriorating air quality, contributing to adverse health effects and environmental degradation. According to the World Health Organization (WHO), poor air quality is responsible for millions of premature deaths annually, with transportation accounting for a significant portion of harmful pollutants such as nitrogen oxides (NOx), carbon monoxide (CO), particulate matter (PM), and volatile organic compounds (VOCs). Current mitigation strategies, such as emission regulations and vehicle technology improvements, have been implemented, but air quality in many cities continues to deteriorate. Understanding the contribution of vehicle emissions to overall air pollution, particularly in densely populated areas, is crucial to ensuring air qualities standards are met. The proposed research seeks to examine the extent of vehicle emissions' impact on air quality using data-driven methods and machine learning. The information gained will be used to determine the required mix of vehicles (i.e. petrol, diesel, hybrid, electric, etc.), and policies to meet future targets.
Bench fees required: No
Closing date of advert: 5th May 2025
Start date: July 2025
Full-time/part-time availability: Full-time 3 years
Who is eligible to apply?: Both UK and International