“…Available long-term observations also demonstrated significant upward trends in surface O 3 levels in the last 2 decades over China (Ding et al, 2008;Wang et al, 2009;Xu et al, 2008Xu et al, , 2018Sun et al, 2016;Ma et al, 2016). A large number of studies have been dedicated to understanding the formation mechanisms of O 3 pollution and identified the major sources of O 3 precursors (particularly VOCs) in China (e.g., Zhang et al, 2008;Yuan et al, 2012;Dang et al, 2015;Shao et al, 2016;Zhao et al, 2016;Wang et al, 2017). However, O&NG extraction has long been overlooked as an important source of VOCs, compared to other anthropogenic activities such as industry, power plants, transportation, biomass burning, etc.…”