Skip to main content
Log in

Simulated Sensitivity of Ozone Generation to Precursors in Beijing during a High O3 Episode

  • Original Paper
  • Published:
Advances in Atmospheric Sciences Aims and scope Submit manuscript

Abstract

This study uses the WRF-Chem model combined with the empirical kinetic modeling method (EKMA curve) to study the compound pollution event in Beijing that happened in 13–23 May 2017. Sensitivity tests are conducted to analyze ozone sensitivity to its precursors, and to develop emission reduction measures. The results suggest that the model can accurately simulate the compound pollution process of photochemistry and haze. When VOCs and NOx were reduced by the same proportion, the effect of O3 reduction at peak time was more obvious, and the effect during daytime was more significant than at night. The degree of change in ozone was peak time > daytime average. When reducing or increasing the ratio of precursors by 25% at the same time, the effect of reducing 25% VOCs on the average ozone concentration reduction was most significant. The degree of change in ozone decreased with increasing altitude, the location of the ozone maximum change shifted westward, and its range narrowed. As the altitude increases, the VOCs-limited zone decreases, VOCs sensitivity decreases, NOx sensitivity increases. The controlled area changed from near-surface VOCs-limited to high-altitude NOx-limited. Upon examining the EKMA curve, we have found that suburban and urban are sensitive to VOCs. The sensitivity tests indicate that when VOCs in suburban are reduced about 60%, the O3-1h concentration could reach the standard, and when VOCs of the urban decreased by about 50%, the O3-1h concentration could reach the standard. Thus, these findings could provide references for the control of compound air pollution in Beijing.

摘 要

本研究使用WRF-Chem模型与经验动力学建模方法(EKMA曲线)相结合,研究了2017年5月13日至23日北京的一次复合污染过程,分析了臭氧及其前体物的敏感性,并以此制定减排方案。结果表明:WRF-Chem模式可以很好的模拟光化学和霾的复合污染过程。当VOCs和NOx削减相同比例时,O3峰值时刻减排效果更明显,白天效果较夜间显著;臭氧浓度变化程度大小为:峰值时刻>白天平均;同时削减或者增加前体物25%比例时,削减25%VOCs对臭氧平均浓度减排效果最显著,臭氧浓度变化程度随高度的升高而减弱,臭氧浓度变化最大值区的位置向西移动且范围缩小,随着高度的增加,VOCs控制区减小,VOCs敏感性减弱,NOx敏感性增强,控制区由近地面的VOCs控制向高空的NOx控制转变。通过绘制EKMA曲线发现郊区和城区都为VOCs控制区。敏感型试验表明,当郊区削减约60%VOCs时,O3-1h浓度即可达标,城区削减约50%VOCs左右时,O3-1h浓度即可达标。本研究成果可为北京复合污染控制提供参考。

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Altshuler, S. L., T. D. Arcado, and D. R. Lawson, 1995: Week-day vs. weekend ambient ozone concentrations: Discussion and hypotheses with focus on Northern California. Journal of the Air & Waste Management Association, 45(12), 967–972, https://doi.org/10.1080/10473289.1995.10467428.

    Article  Google Scholar 

  • An, J. L., 2007: Study on the variation characteristics of surface ozone concentrations and its production in Beijing. PhD dissertation, Nanjing University of Information Science & Technology. (in Chinese with English abstract)

  • Bei, N. F., T. Feng, J. R. Wu, and G. H. Li, 2017: Simulation of summer ozone in Xi’an area. Journal of Earth Environment, 8(6), 552–567, https://doi.org/10.7515/JEE201706007. (in Chinese with English abstract)

    Google Scholar 

  • Chen, X., and Coauthors, 2019: The synergetic control of NO2 and O3 concentrations in a manufacturing city of southern China. Atmos. Environ., 201, 402–416, https://doi.org/10.1016/j.atmosenv.2018.12.021.

    Article  Google Scholar 

  • Dodge, M. C., 1977: Combined use of modeling techniques and smog chamber data to derive ozone-precursor relationships. Proc. Int. Conf. on Photochemical Oxidant Pollution and its Control, U.S. Environmental Protection Agency, Research Triangle Park, NC, 881–889.

    Google Scholar 

  • Gao, W. K., G. Q. Tang, J. Y. Xin, L. L. Wang, and Y. S. Wang, 2016: Spatial-temporal variations of ozone during severe photochemical pollution over the Beijing-Tianjin-Hebei region. Research of Environmental Sciences, 29(5), 654–663, https://doi.org/10.13198/j.issn.1001-6929.2016.05.06. (in Chinese with English abstract)

    Google Scholar 

  • Guenther, A., T. Karl, P. Harley, C. Wiedinmyer, P. I. Palmer, and C. Geron, 2006: Estimates of global terrestrial isoprene emissions using MEGAN (Model of Emissions of Gases and Aerosols from Nature). Atmospheric Chemistry and Physics, 6(11), 3181–3210, https://doi.org/10.5194/acp-6-3181-2006.

    Article  Google Scholar 

  • Guicherit, R., and H. van Dop, 1977: Photochemical production of ozone in Western Europe (1971–1975) and its relation to meteorology. Atmos. Environ., 11(2), 145–155, https://doi.org/10.1016/0004-6981(77)90219-0.

    Article  Google Scholar 

  • Li, B., C. H. Chen, and J. X. Yu, 1998: Designing photochemical smog pollution regional total control schemes by using EKMA diagram. Plateau Meteorology, 17(2), 111–119. (in Chinese with English abstract)

    Google Scholar 

  • Li, G. H., and T. Feng, 2016: Simulating the transport and source of PM2.5 during hazy days in the Guanzhong Basin, China. Journal of Earth Environment, 7(4), 412–424, https://doi.org/10.7515/JEE201604009. (in Chinese with English abstract)

    Google Scholar 

  • Li, L., Y. M. Zhao, X. G. Wang, W. Liu, J. Tong, L. Y. Song, H. R. Li, and Q. C. Wang, 2017: Influence factors and sensitivity of ozone formation in Langfang in the summer. Environmental Science, 38(10), 4100–4107, https://doi.org/10.13227/j.hjkx.201703270. (in Chinese with English abstract)

    Google Scholar 

  • Liang, J. Y., B. Jackson, and A. Kaduwela, 2006: Evaluation of the ability of indicator species ratios to determine the sensitivity of ozone to reductions in emissions of volatile organic compounds and oxides of nitrogen in northern California. Atmos. Environ., 40(27), 5156–5166, https://doi.org/10.1016/j.atmosenv.2006.03.060.

    Article  Google Scholar 

  • Lu, K. D., and Coauthors, 2010: Oxidant (O3+NO2) production processes and formation regimes in Beijing. J. Geophys. Res., 115(D7), D07303, https://doi.org/10.1029/2009JD012714.

    Google Scholar 

  • Lu, S. H., Y. H. Bai, G. S. Zhang, and T. T. Li, 2006: Source apportionment of anthropogenic emissions of volatile organic compounds. Acta Scientiae Circumstantiae, 26(5), 757–763, https://doi.org/10.3321/j.issn:0253-2468.2006.05.010. (in Chinese with English abstract)

    Google Scholar 

  • Nie, T., X. Li, X. S. Wang, M. Shao, and Y. H. Zhang, 2014: Characteristics of the spatial distributions of ozone-precursor sensitivity regimes in summer over Beijing. Acta Scientiarum Naturalium Universitatis Pekinensis, 50(3), 557–564, https://doi.org/10.13209/j.0479-8023.2014.057. (in Chinese with English abstract)

    Google Scholar 

  • Oltmans, S. J., and H. Levy, 1994: Surface ozone measurements from a global network. Atmos. Environ., 28(1), 9–24, https://doi.org/10.1016/1352-2310(94)90019-1.

    Article  Google Scholar 

  • Ou, J. M., and Coauthors, 2016: Ambient ozone control in a photochemically active region: Short-term despiking or long-term attainment? Environmental Science & Technology, 40(11), 5720–5728, https://doi.org/10.1021/acs.est.6b00345.

    Article  Google Scholar 

  • Shen, J., D. H. Chen, Y. Wang, L. He, and P. Cheng, 2018: Study on the relationship between ozone and precursors emission in the Pearl River delta based on scenario analysis. Ecology and Environment Sciences, 27(10), 1925–1932, https://doi.org/10.16258/j.cnki.1674-5906.2018.10.018. (in Chinese with English abstract)

    Google Scholar 

  • Sillman, S., 1999: The relation between ozone, NOx and hydrocarbons in urban and polluted rural environments. Atmos. Environ., 33(12), 1821–1845, https://doi.org/10.1016/S1352-2310(98)00345-8.

    Article  Google Scholar 

  • Simon, H., K. R. Baker, and S. Phillips, 2012: Compilation and interpretation of photochemical model performance statistics published between 2006 and 2012. Atmos. Environ., 61, 124–139, https://doi.org/10.1016/j.atmosenv.2012.07.012.

    Article  Google Scholar 

  • Sinha, V., and Coauthors, 2012: Constraints on instantaneous ozone production rates and regimes during DOMINO derived using in-situ OH reactivity measurements. Atmospheric Chemistry and Physics, 12(15), 7269–7283, https://doi.org/10.5194/acp-12-7269-2012.

    Article  Google Scholar 

  • Tan, Z., 2015: Analysis of the influence of VOCs and NOx on ozone generation in Dongguan city. Environment, S1, 58–59, https://doi.org/10.3969/j.issn.0257-0300.2015.z1.029. (in Chinese with English abstract)

    Google Scholar 

  • Tang, X. Y., Y. H. Zhang, and M. Shao, 2006: Atmospheric Environmental Chemistry. 2nd ed., Higher Education Press, 739 pp. (in Chinese)

  • Tang, X., Z. F. Wang, J. Zhu, A. E. Gbaguidi, Q. H. Wu, J. Li, and T. Zhu, 2010: Sensitivity of ozone to precursor emissions in urban Beijing with a Monte Carlo scheme. Atmos. Environ., 44(31), 3833–3842, https://doi.org/10.1016/j.atmosenv.2010.06.026.

    Article  Google Scholar 

  • Wang, H., G. Y. Guo, Y. Y. Zhou, and Z. Y. Liang, 2009: Status and progress of treating volatile organic compounds. Chemical Industry and Engineering Progress, 28(10), 1833–1841, https://doi.org/10.3321/j.issn:1000-6613.2009.10.026. (in Chinese with English abstract)

    Google Scholar 

  • Wang, M. X., 1999: Atmospheric Chemistry. 2nd ed., China Meteorological Press, 467 pp. (in Chinese)

  • Wang, T., L. K. Xue, P. Brimblecombe, Y. F. Lam, L. Li, and L. Zhang, 2017: Ozone pollution in China: A review of concentrations, meteorological influences, chemical precursors, and effects. Science of the Total Environment, 575, 1582–1596, https://doi.org/10.1016/j.scitotenv.2016.10.081.

    Article  Google Scholar 

  • Wang, Z. S., Y. T. Li, T. Chen, D. W. Zhang, F. Sun, X. Wang, N. Huan, and L. B. Pan, 2014: Analysis on diurnal variation characteristics of ozone and correlations with its precursors in urban atmosphere of Beijing. China Environmental Science, 34(12), 3001–3008. (in Chinese with English abstract)

    Google Scholar 

  • Wu, L., L. K. Xue, and W. X. Wang, 2017: Review on the observation-based methods for ozone air pollution research. Journal of Earth Environment, 8(6), 479–491, https://doi.org/10.7515/JEE201706001. (in Chinese with English abstract)

    Google Scholar 

  • Xu, J., and Y. H. Zhang, 2006: Process analysis of O3 formation in summer at Beijing. Acta Scientiae Circumstantiae, 26(6), 973–980, https://doi.org/10.3321/j.issn:0253-2468.2006.06.017. (in Chinese with English abstract)

    Google Scholar 

  • Ye, L. M., S. F. Fan, M. Chang, S. P. Situ, and X. M. Wang, 2016: Spatial and temporal distribution of ozone sensitive district in Pearl River Delta region during autumn. Journal of Nanjing University (Natural Sciences), 52(6), 977–988, https://doi.org/10.13232/j.cnki.jnju.2016.06.002. (in Chinese with English abstract)

    Google Scholar 

  • Zhai, L., Z. B. Sun, Z. M. Li, X. M. Yin, Y. J. Xiong, J. Wu, E. J. Li, and X. X. Kou, 2019: Dynamic effects of topography on dust particles in the Beijing region of China. Atmos. Environ., 213, 413–423, https://doi.org/10.1016/j.atmosenv.2019.06.029.

    Article  Google Scholar 

  • Zhang, Z. Y., X. L. Zhang, D. Y. Gong, W. J. Quan, X. J. Zhao, Z. Q. Ma, and S. J. Kim, 2015: Evolution of surface O3 and PM2.5 concentrations and their relationships with meteorological conditions over the last decade in Beijing. Atmos. Environ., 108, 67–75, https://doi.org/10.1016/j.atmosenv.2015.02.071.

    Article  Google Scholar 

  • Zhou, Y., Y. L. Wang, L. Chen, W. Wang, L. N. Zhang, and S. Ji, 2014: Study of the correlationship between O3 generation and its precursors NOx and VOCs E-mission in Tianjin. Environmental Monitoring and Forewarning, 6(6), 37–40, https://doi.org/10.3969/j.issn.1674-6732.2014.06.011. (in Chinese with English abstract)

    Google Scholar 

  • Zou, Y., 2013: Study on the effect of volatile organic compounds on EKMA characterizations in Guangzhou. M.S. thesis, Jinan University. (in Chinese with English abstract)

Download references

Acknowledgements

This study is funded by Air Pollution Special Project of the Ministry of Science and Technology (Grant No. 2017YFCOZ10006) and the National Natural Science Foundation of China (Grant No. 41975173)

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Xingqin An.

Additional information

Article Highlights

• Sensitivity tests and EKMA curve to analyze the ozone sensitivity to precursors and to develop emission reduction measures.

• Controlled area changes from limited near-surface VOCs to limited high-altitude NOx.

• The EKMA curve shows the sensitivity of suburban area (Changping) and urban area (Wanshou West Palace) to VOCs.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Cui, M., An, X., Xing, L. et al. Simulated Sensitivity of Ozone Generation to Precursors in Beijing during a High O3 Episode. Adv. Atmos. Sci. 38, 1223–1237 (2021). https://doi.org/10.1007/s00376-021-0270-4

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00376-021-0270-4

Key words

关键词

Navigation