“…With the implementation of strict air‐pollution control policies in North China, the concentration of atmospheric fine particulate matter (PM 2.5 ) has declined in recent years (Zhang & Geng, 2019). However, few studies on multiple‐year observation data have shown that the composition of PM 2.5 in Beijing and the several other cities in the North China Plain has undergone significant changes; the nitrate (NO 3 − ) concentration and its proportion in PM 2.5 have increased despite reductions of nitrogen oxides (NO x ) emissions (Fan et al., 2020; Fu et al., 2020; Li, Gao, et al., 2021; Li, Ma, et al., 2021; Li, Wu, et al., 2021). In fact, NO 3 − has replaced sulfate (SO 4 2− ) as the most important component in particulate pollution in North China (Fu et al., 2020; Luo et al., 2019, 2021; Song et al., 2019).…”