Journal of Atmospheric and Environmental Optics, Volume. 19, Issue 6, 646(2024)

Estimation of near-surface ozone concentrations in China from 2001 to 2020

HUANG Kai1,2、*, LUO Wenhui1,2, WAN Cheng1,2, GONG Mingyan3, and MA Jinji1,2
Author Affiliations
  • 1School of Geography and Tourism, Anhui Normal University, Wuhu 241002, China
  • 2Engineering Technology Research Center of Resources Environment and GIS, Anhui Province, Wuhu 241002, China
  • 3School of Physics and Electronic Information, Anhui Normal University, Wuhu 241002, China
  • show less
    References(38)

    [1] L J Cheng, S Wang, Z Y Gong et al. Spatial and seasonal variation and regionalization of ozone concentrations in China. China Environmental Science, 37, 4003-4012(2017).

    [2] D J Jacob, D A Winner. Effect of climate change on air quality. Atmospheric Environment, 43, 51-63(2009).

    [3] J E Goodman, R L Prueitt, J Chandalia et al. Evaluation of adverse human lung function effects in controlled ozone exposure studies. Journal of Applied Toxicology, 34, 516-524(2014).

    [4] L Emberson. Effects of ozone on agriculture, forests and grasslands. Philosophical Transactions Series A, Mathematical, Physical and Engineering Sciences, 378, 20190327(2020).

    [5] X Z Wang, S Zhao, L H Guo et al. Seasonal variation of ozone in '2+26' cities in Beijing-Tianjin-Hebei region and surrounding areas. Research of Environmental Sciences, 35, 1786-1797(2022).

    [6] R X Yu, M X Liu, L Li et al. Spatial and temporal variation of atmospheric ozone column concentration and influencing factors in the Yangtze River Delta region in recent 15 years. Acta Scientiae Circumstantiae, 41, 770-784(2021).

    [7] L K Zhang, G F Yang, X N Li. Mining sequential patterns of PM2.5 pollution between 338 cities in China. Journal of Environmental Management, 262, 110341(2020).

    [8] T W Li, X Cheng. Estimating daily full-coverage surface ozone concentration using satellite observations and a spatiotemporally embedded deep learning approach. International Journal of Applied Earth Observation and Geoinformation, 101, 102356(2021).

    [9] S H Zhao, X Y Yang, Z Q Li et al. Advances of ozone satellite remote sensing in 60 years. National Remote Sensing Bulletin, 26, 817-833(2022).

    [10] L Shen, D J Jacob, X Liu et al. An evaluation of the ability of the ozone monitoring instrument (OMI) to observe boundary layer ozone pollution across China: Application to 2005–2017 ozone trends. Atmospheric Chemistry and Physics, 19, 6551-6560(2019).

    [11] R M Ma, Y Y Zhang, J Ban et al. Prediction of ground ambient ozone site concentration in Beijing-Tianjin-Hebei region based on random forest model. Journal of Environment and Health, 36, 954-957(2019).

    [12] J Wei, Z Q Li, K Li et al. Full-coverage mapping and spatiotemporal variations of ground-level ozone (O3) pollution from 2013 to 2020 across China. Remote Sensing of Environment, 270, 112775(2022).

    [13] N Zhao, Y M Lu. Estimation of surface ozone concentration and health impact assessment in China. Environmental Science, 43, 1235-1245(2022).

    [14] S C Wang, Y F Huo, X Mu et al. A high-performance convolutional neural network for ground-level ozone estimation in eastern China. Remote Sensing, 14, 1640(2022).

    [15] W H Xue, J Zhang, X M Hu et al. Hourly seamless surface O3 estimates by integrating the chemical transport and machine learning models in the Beijing-Tianjin-Hebei region. International Journal of Environmental Research and Public Health, 19, 8511(2022).

    [16] M G Schultz, S Schröder, O Lyapina et al. Tropospheric ozone assessment report: Database and metrics data of global surface ozone observations. Elementa: Science of the Anthropocene, 5, 58-58(2017).

    [17] H Orru, K L Ebi, B Forsberg. The interplay of climate change and air pollution on health. Current Environmental Health Reports, 4, 504-513(2017).

    [18] L Wang, D Y Liu, G R Han et al. Study on the relationship between surface ozone concentrations and meteorological conditions in Nanjing, China. Acta Scientiae Circumstantiae, 38, 1285-1296(2018).

    [19] J Xu, J Z Ma, X L Zhang et al. Measurements of ozone and its precursors in Beijing during summertime: Impact of urban plumes on ozone pollution in downwind rural areas. Atmospheric Chemistry and Physics, 11, 12241-12252(2011).

    [20] A L Song, Y Y Yan, S F Kong et al. Impact of synoptic climate system interaction on surface ozone in China during 1950–2014. Atmospheric Environment, 279, 119126(2022).

    [21] L K Liu, X Y Zhang, J Z Wang et al. Changes in the height of the pollution boundary layer and their meteorological effects on the distribution of surface ozone concentrations. Frontiers in Environmental Science, 10, 1094404(2022).

    [22] Q Liu, T Q Liu, Y Chen et al. Effects of aerosols on the surface ozone generation via a study of the interaction of ozone and its precursors during the summer in Shanghai, China. The Science of the Total Environment, 675, 235-246(2019).

    [23] J J Ma, J Y Guo, S Ahmad et al. Constructing a new inter-calibration method for DMSP-OLS and NPP-VIIRS nighttime light. Remote Sensing, 12, 937(2020).

    [24] P Geurts, D Ernst, L Wehenkel. Extremely randomized trees. Machine Learning, 63, 3-42(2006).

    [26] Q Y Zhu, J Z Bi, X Liu et al. Satellite-based long-term spatiotemporal patterns of surface ozone concentrations in China: 2005–019. Environmental Health Perspectives, 130, 27004(2022).

    [27] G B Chen, J Chen, G H Dong et al. Improving satellite-based estimation of surface ozone across China during 2008–2019 using iterative random forest model and high-resolution grid meteorological data. Sustainable Cities and Society, 69, 102807(2021).

    [28] J J Chen, H F Shen, X H Li et al. Ground-level ozone estimation based on geo-intelligent machine learning by fusing in-situ observations, remote sensing data, and model simulation data. International Journal of Applied Earth Observation and Geoinformation, 112, 102955(2022).

    [29] K Li, D J Jacob, L Shen et al. Increases in surface ozone pollution in China from 2013 to 2019: Anthropogenic and meteorological influences. Atmospheric Chemistry and Physics, 20, 11423-11433(2020).

    [30] K Li, D J Jacob, H Liao et al. 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, e2015797118(2021).

    [31] R Sun, H Zhang, S B Wang et al. Temporal and spatial distribution of ozone in typical cities of Yangtze River Delta region and its correlation with meteorological factors. Journal of Atmospheric and Environmental Optics, 16, 483-494(2021).

    [32] Y Wang, Y W Peng, D H Chen et al. Distribution and trends of ground level O3 pollution in the Pearl River Delta cities. Environmental Pollution & Control, 41, 1103-1107(2019).

    [33] W Zhao, B Gao, Q Lu et al. Ozone pollution trend in the Pearl River Delta region during 2006–2019. Environmental Science, 42, 97-105(2021).

    [34] Q Y Xiao, H H Chang, G Geng et al. An ensemble machine-learning model to predict historical PM2.5 concentrations in China from satellite data. Environmental Science & Technology, 52, 13260-13269(2018).

    [35] J D Lee, W S Drysdale, D P Finch et al. UK surface NO2 levels dropped by 42% during the COVID-19 lockdown: Impact on surface O3. Atmospheric Chemistry and Physics, 20, 15743-15759(2020).

    [36] J H Bai. O3 concentration and its relation with BVOC emissions in a subtropical plantation. Atmosphere, 12, 711(2021).

    [37] J H Bai, G de Leeuw, A R van der et al. Variations and photochemical transformations of atmospheric constituents in North China. Atmospheric Environment, 189, 213-226(2018).

    [38] Y P Wang, C Yu, J Tao et al. Spatio-temporal characteristics of tropospheric ozone and its precursors in Guangxi, South China. Atmosphere, 9, 355(2018).

    Tools

    Get Citation

    Copy Citation Text

    Kai HUANG, Wenhui LUO, Cheng WAN, Mingyan GONG, Jinji MA. Estimation of near-surface ozone concentrations in China from 2001 to 2020[J]. Journal of Atmospheric and Environmental Optics, 2024, 19(6): 646

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Mar. 27, 2023

    Accepted: --

    Published Online: Jan. 8, 2025

    The Author Email:

    DOI:10.3969/j.issn.1673-6141.2024.06.004

    Topics