Pakistan consistently ranks among the top three most polluted countries globally, primarily due to high levels of particulate matter from vehicle exhaust, industrial emissions, and the widespread practice of crop residue burning. Air pollution continues to escalate unchecked, further deteriorating public health. The issue is particularly pronounced in winter, when smog forms from a combination