A ir pollution stands as a paramount environmental risk to public health, resulting in >1 million deaths annually in China. The implementation of comprehensive clean air actions, primarily targeting reductions in nitrogen oxides (NO x ), sulfur dioxide (SO 2 ), and primary particulate matter (PM), has led to notable improvements in air quality across the country in the past decade. For instance, during the period from 2013 to 2017, SO 2 , NO x , and PM 2.5 concentrations decreased by 59%, 21%, and 33%, respectively. Despite these achievements, persistent haze episodes remain prevalent, with >30% of cities exceeding the national air quality standard for the annual average PM 2.5 concentration of 35 μg m −3 . Nitrate, a significant component of PM 2.5 , continues to persist at increased levels, displaying a limited decline despite substantial anthropogenic reductions in NO x . Furthermore, in contrast to PM 2.5 trends, ozone (O 3 ) exhibits an increasing trajectory, with a rate of 2.4 ppb year −1 in major Chinese cities. 1 Consequently, the frequency of O 3 and PM 2.5 co-pollution is increasing, indicating that air quality improvement is limited with respect to current mitigation strategies. The weakened and even