References
- 1.Baek K H, Kim J H, Park R J, Chance K and Kurosu T P. 2014. Validation of OMI HCHO data and its analysis over Asia. Science of the Total Environment, 490: 93-105
- 2.Cardelino C A and Chameides W L. 2000. The application of data from photochemical assessment monitoring stations to the observation-based model. Atmospheric Environment, 34(12/14): 2325-2332
- 3.Chen L F, Shang H Z, Fan M, Tao J H, Husi L T, Zhang Y, Wang H M, Cheng L X, Zhang X X, Wei L S, Li M Y, Zou M M and Liu D D. 2021. Mission overview of the GF-5 satellite for atmospheric parameter monitoring. National Remote Sensing Bulletin, 25(9): 1917-1931
- 4.陈良富, 尚华哲, 范萌, 陶金花, 胡斯勒图, 张莹, 王红梅,程良晓, 张欣欣, 伟乐斯, 李明阳, 邹铭敏, 刘冬冬. 2021. 高分五号卫星大气参数探测综述.遥感学报, 25(9): 1917-1931
- 5.Chen Y P, Yan H, Yao Y J, Zeng C L, Gao P, Zhuang L Y, Fan L Y and Ye D Q. 2020. Relationships of ozone formation sensitivity with precursors emissions, meteorology and land use types, in Guangdong-Hong Kong-Macao Greater Bay Area, China. Journal of Environmental Sciences, 94: 1-13
- 6.Dang R J, Liao H and Fu Y. 2021. Quantifying the anthropogenic and meteorological influences on summertime surface ozone in China over 2012-2017. Science of the Total Environment, 754: 142394
- 7.Duncan B N, Yoshida Y, Olson J R, Sillman S, Martin R V, Lamsal L, Hu Y T, Pickering K E, Retscher C, Allen D J and Crawford J H. 2010. Application of OMI observations to a space-based indicator of NOx and VOC controls on surface ozone formation. Atmospheric Environment, 44(18): 2213-2223
- 8.He Z R, Wang X M, Ling Z H, Zhao J, Guo H, Shao M and Wang Z. 2019. Contributions of different anthropogenic volatile organic compound sources to ozone formation at a receptor site in the Pearl River Delta region and its policy implications. Atmospheric Chemistry and Physics, 19(13): 8801-8816
- 9.Jin X M and Holloway T. 2015. Spatial and temporal variability of ozone sensitivity over China observed from the Ozone Monitoring Instrument. Journal of Geophysical Research: Atmospheres, 120(14): 7229-7246
- 10.Lamsal, L N, Krotkov N A, Vasilkov A, Marchenko S, Qin W H, Yang E S, Fasnacht Z, Joanna J, Choi S, Haffner D, Swartz W H, Fisher B and Bucsela E. 2021. Ozone Monitoring Instrument (OMI) Aura nitrogen dioxide standard product version 4.0 with improved surface and cloud treatments. Atmospheric Measurement Techniques, 14(1): 455-479
- 11.Li K, Jacob D J, Liao H, Zhu J, Shah V, Shen L, Bates K H, Zhang Q and Zhai S X. 2019. A two-pollutant strategy for improving ozone and particulate air quality in China. Nature Geoscience, 12(11): 906-910
- 12.Li K, Jacob D J, Liao H, Qiu Y L, Shen L, Zhai S X, Bates K H, Sulprizio M P, Song S J, Lu X, Zhang Q, Zheng B, Zhang Y L, Zhang J Q, Lee H C and Kuk S K. 2021a. Ozone pollution in the North China Plain spreading into the late-winter haze season. Proceedings of the National Academy of Sciences of the United States of America, 118(10): e2015797118
- 13.Li M, Liu H, Geng G N, Hong C P, Liu F, Song Y, Tong D, Zheng B, Cui H Y, Man H Y, Zhang Q and He K B. 2017. Anthropogenic emission inventories in China: a review. National Science Review, 4(6): 834-866
- 14.Li Y S, Yin S S, Yu S J, Bai L, Wang X D, Lu X and Ma S L. 2021b. Characteristics of ozone pollution and the sensitivity to precursors during early summer in central plain, China. Journal of Environmental Sciences, 99: 354-368
- 15.Liu P F, Song H Q, Wang T H, Wang F, Li X Y, Miao C H and Zhao H P. 2020. Effects of meteorological conditions and anthropogenic precursors on ground-level ozone concentrations in Chinese cities. Environmental Pollution, 262: 114366
- 16.Liu Z Y, Qi Z L, Ni X F, Dong M T, Ma M Y, Xue W B, Zhang Q Y and Wang J N. 2021. How to apply O3 and PM2.5 collaborative control to practical management in China: a study based on meta-analysis and machine learning. Science of the Total Environment, 772: 145392
- 17.Lu K D, Zhang Y H, Su H, Shao M, Zeng L M, Zhong L J, Xiang Y R, Chang C C, Chou C K C and Wahner A. 2010. Regional ozone pollution and key controlling factors of photochemical ozone production in Pearl River Delta during summer time. Science China Chemistry, 53(3): 651-663
- 18.陆克定, 张远航, 苏杭, 邵敏, 曾立民, 钟流举, 向运荣, 张志忠, 周崇光, Wahner A. 2010. 珠江三角洲夏季臭氧区域污染及其控制因素分析. 中国科学: 化学, 40(4): 407-420
- 19.Martin R V, Fiore A M and Van Donkelaar A. 2004. Space-based diagnosis of surface ozone sensitivity to anthropogenic emissions. Geophysical Research Letters, 31(6): L06120
- 20.Schroeder J R, Crawford J H, Fried A, Walega J, Weinheimer A, Wisthaler A, Müller M, Mikoviny T, Chen G, Shook M, Blake D R and Tonnesen G S. 2017. New insights into the column CH2O/NO2 ratio as an indicator of near-surface ozone sensitivity. Journal of Geophysical Research: Atmospheres, 122(16): 8885-8907
- 21.Sillman S. 1995. The use of NOy, H2O2, and HNO3 as indicators for ozone-NOx-hydrocarbon sensitivity in urban locations. Journal of Geophysical Research: Atmospheres, 100(D7): 14175-14188
- 22.Sillman S. 2003. Tropospheric ozone and photochemical smog//Treatise on Geochemistry. Oxford: Pergamon: 407-431
- 23.Sillman S and He D Y. 2002. Some theoretical results concerning O3-NOx-VOC chemistry and NOx-VOC indicators. Journal of Geophysical Research: Atmospheres, 107(D22): ACH 26-1-ACH 26-15
- 24.Sillman S, Vautard R, Menut L and Kley D. 2003. O3-NOx-VOC sensitivity and NOx-VOC indicators in Paris: results from models and atmospheric pollution over the Paris Area (ESQUIF) measurements. Journal of Geophysical Research: Atmospheres, 108(D17): 8563
- 25.Souri A H, Nowlan C R, González Abad G, Zhu L, Blake D R, Fried A, Weinheimer A J, Wisthaler A, Woo J H, Zhang Q, Chan Miller C E, Liu X and Chance K. 2020. An inversion of NOx and non-methane volatile organic compound (NMVOC) emissions using satellite observations during the KORUS-AQ campaign and implications for surface ozone over East Asia. Atmospheric Chemistry and Physics, 20(16): 9837-9854
- 26.Su R, Lu K D, Yu J Y, Tan Z F, Jiang M Q, Li J, Xie S D, Wu Y S, Zeng L M, Zhai C Z and Zhang Y H. 2018. Exploration of the formation mechanism and source attribution of ambient ozone in Chongqing with an observation-based model. Science China Earth Sciences, 61(1): 1-10
- 27.Sun J, Shen Z X, Wang R N, Li G H, Zhang Y, Zhang B, He K, Tang Z Y, Xu H M, Qu L L, Ho S S H, Liu S X and Cao J J. 2021. A comprehensive study on ozone pollution in a megacity in North China Plain during summertime: observations, source attributions and ozone sensitivity. Environment International, 146: 106279
- 28.Wang J F and Xu C D. 2017. Geodetector: principle and prospective. Acta Geographica Sinica, 72(1): 116-134
- 29.王劲峰, 徐成东. 2017. 地理探测器: 原理与展望. 地理学报, 72(1): 116-134
- 30.Wang N, Lyu X P, Deng X J, Huang X, Jiang F and Ding A J. 2019. Aggravating O3 pollution due to NOx emission control in eastern China. Science of the Total Environment, 677: 732-744
- 31.Wang T, Xue L K, Brimblecombe P, Lam Y F, Li L and Zhang L. 2017. Ozone pollution in China: a review of concentrations, meteorological influences, chemical precursors, and effects. Science of the Total Environment, 575: 1582-1596
- 32.Wang W N, van der A R, Ding J Y, van Weele M and Cheng T H. 2021a. Spatial and temporal changes of the ozone sensitivity in China based on satellite and ground-based observations. Atmospheric Chemistry and Physics, 21(9): 7253-7269
- 33.Wang X Q, Zhang T S, Xiang Y, Lv L H, Fan G Q and Ou J P. 2021b. Investigation of atmospheric ozone during summer and autumn in Guangdong Province with a lidar network. Science of the Total Environment, 751: 141740
- 34.Wu W L, Xue W B, Lei Y and Wang J N. 2018. Sensitivity analysis of ozone in Beijing-Tianjin-Hebei (BTH) and its surrounding area using OMI satellite remote sensing data. China Environmental Science, 38(4): 1201-1208
- 35.武卫玲, 薛文博, 雷宇, 王金南. 2018. 基于OMI数据的京津冀及周边地区O3生成敏感性. 中国环境科学, 38(4): 1201-1208
- 36.Yang P L, Zhang Y, Wang K, Doraiswamy P and Cho S H. 2019. Health impacts and cost-benefit analyses of surface O3 and PM2.5 over the U.S. under future climate and emission scenarios. Environmental Research, 178: 108687
- 37.Yue X, Unger N, Harper K, Xia X G, Liao H, Zhu T, Xiao J F, Feng Z Z and Li J. 2017. Ozone and haze pollution weakens net primary productivity in China. Atmospheric Chemistry and Physics, 17(9): 6073-6089
- 38.Zhao H, Zheng Y F, Zhang Y X and Li T. 2020. Evaluating the effects of surface O3 on three main food crops across China during 2015-2018. Environmental Pollution, 258: 113794
- 39.Zhu S Y, Li X Y, Cheng T H, Yu C, Wang X H, Miao J and Hou C. 2019. Comparative analysis of long-term (2005—2016) spatiotemporal variations in high-level tropospheric formaldehyde (HCHO) in Guangdong and Jiangsu Provinces in China. Journal of Remote Sensing, 23(1): 137-154
- 40.朱松岩, 李小英, 程天海, 余超, 王新辉, 苗晶, 侯灿. 2019. 广东省和江苏省大气甲醛时空变化对比分析. 遥感学报, 23(1): 137-154
- 41.Zhuang L Y, Chen Y P, Fan L Y and Ye D Q. 2019. Study on the ozone formation sensitivity in the Pearl River Delta based on OMI satellite data and MODIS land cover type products. Acta Scientiae Circumstantiae, 39(11): 3581-3592
- 42.庄立跃, 陈瑜萍, 范丽雅, 叶代启. 2019. 基于OMI卫星数据和MODIS土地覆盖类型数据研究珠江三角洲臭氧敏感性. 环境科学学报, 39(11): 3581-3592


