Encourage a healthy diet: A nutritious diet that is balanced and full of fruits, vegetables, nuts, legumes, and healthy fats may offer protection from some of the harmful impacts of air pollution. To boost your immunity, make sure you are taking the proper dosages of vitamins. Herb-infused green tea can help counteract some of the side effects.