Skip to main content

Advertisement

Log in

Impact of meteorological conditions at multiple scales on ozone concentration in the Yangtze River Delta

  • Research Article
  • Published:
Environmental Science and Pollution Research Aims and scope Submit manuscript

Abstract

Tropospheric ozone is known to have adverse effects on human health. Ozone pollution events are often associated with specific atmospheric circulation conditions. Therefore, studying the relationship between atmospheric circulation and ozone is particularly important for early warning and forecasting of ozone pollution events. Focusing on the Yangtze River Delta region, particularly in four important large industrial cities (Xuzhou, Nanjing, Shanghai, and Hangzhou) in the Yangtze River Delta, the T-mode objective classification method was applied to classify the weather circulation that mainly affects the Yangtze River Delta region into nine types. Local wind fields for the four industrial cities were classified according to their propensity for ventilation, stagnation, and recirculation based on the Allwine and Whiteman method. Based on the analysis of large-scale atmospheric circulation, we concluded that certain circulation patterns correspond to excessive ozone concentrations, while other circulation patterns correspond to good air quality. Moreover, ozone pollution was not closely related to local regional transmission. The importance of high temperatures in potentiating ozone pollution was also identified in the study area, whereas the effect of relative humidity was negligible. Finally, the importance of the different scale atmospheric motions was analyzed by studying two specific ozone pollution events in Xuzhou area (March, 2019) and Nanjing area (July–August, 2017). This analysis was complemented by HYSPLIT model’s outputs to simulate the pollutant diffusion path. Regarding the first episode, ozone concentration is often closely related to the slowly approaching thermal high-pressure system. In the second episode, local transmission had little effect on the generation and spread of ozone pollution. Furthermore, and comparing the circulation conditions with local meteorological factors, it was found that the increase in ozone concentration was often accompanied by higher temperature, and the response to humidity was not clear.

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.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12

Similar content being viewed by others

Data availability

The datasets used or analyzed during the current study are available from the corresponding author on reasonable request.

References

  • Abreu P, Aglietta M, Ahlers M et al (2012) Description of atmospheric conditions at the Pierre Auger Observatory using the Global Data Assimilation System (GDAS). Astropart Phys 35:591–607

    Article  Google Scholar 

  • Allwine KJ, Whiteman CD (1994) Single-station integral measures of atmospheric stagnation, recirculation and ventilation. Atmos Environ 28(4):713–721

    Article  Google Scholar 

  • Beaver S, Palazoglu A (2009) Influence of synoptic and mesoscale meteorology on ozone pollution potential for San Joaquin Valley of California. Atmos Environ 43(10):1779–1788

    Article  CAS  Google Scholar 

  • Bloomer B, Stehr J, Piety C et al (2009) Observed relationships of ozone air pollution with temperature and emissions. Geophys Res Lett 36:5

    Article  Google Scholar 

  • Chang L, Xu J, Qu Y, Mao Z, Zhou G (2019) Study on objective synoptic classification on ozone pollution in Shanghai. Acta Sci Circumst 39(1):0253–2468

    Google Scholar 

  • Cheng SY, Huang GH, Chakma A, Hao RX, Liu L, Zhang XH (2001) Estimation of atmospheric mixing heights using data from airport meteorological stations. J Environ Sci Health A 36(4):521–532

    Article  CAS  Google Scholar 

  • Cheng N, Li R, Xu C et al (2019) Ground ozone variations at an urban and a rural station in Beijing from 2006 to 2017: trend, meteorological influences and formation regimes. J Clean Prod 235:11–20

    Article  CAS  Google Scholar 

  • Cho S, Lee C, Kim B (2013) The impacts of air pollution on low birth weight. Appl Econ Lett 20(3):208–212

    Article  CAS  Google Scholar 

  • Crumeyrolle S, Augustin P, Rivellini LH, Choël M, Riffault V, Deboudt K, Fourmentin M, Dieudonné E, Delbarre H, Derimian Y, Chiapello I (2019) Aerosol variability induced by atmospheric dynamics in a coastal area of Senegal, North-Western Africa. Atmos Environ 203:228–241

    Article  CAS  Google Scholar 

  • Dayan U, Levy I (2002) Relationship between synoptic-scale atmospheric circulation and ozone concentrations over Israel. J Geophys Res-Atmos 107(D24):4813–4826

    Article  Google Scholar 

  • Dong Y, Li J, Guo J et al (2020) The impact of synoptic patterns on summertime ozone pollution in the North China Plain. Sci Total Environ 735:139559

    Article  CAS  Google Scholar 

  • Gao W, Tie X, Xu J, Huang R et al (2017) Long-term trend of O3 in a mega City (Shanghai), China: characteristics, causes, and interactions with precursors. Sci Total Environ 603–604:425–433

    Article  Google Scholar 

  • Gu Y, Li K, Xu J, Liao H, Zhou G (2020) Observed dependence of surface ozone on increasing temperature in Shanghai, China. Atmos Environ 221:117108

    Article  CAS  Google Scholar 

  • Hanne H, Humlum O, Eckerstorfer M et al (2013) Central Svalbard 2000asing temperature in dynamics and periglacial landscape response. Arct Antarct Alp Res 45(1):6–18

    Google Scholar 

  • Huang J, Meng X, Zheng Z (2019) Effect of multi-pollutant state of ozone and sulfur dioxide on atmospheric corrosivity map of Guangdong Province. Environ Pollut 251:885–891

    Article  CAS  Google Scholar 

  • Huth R (1996a) An intercomparison of computer-assisted circulation classification methods. Int J Climatol 16(8):893–922

    Article  Google Scholar 

  • Huth R (1996b) Properties of the circulation classification scheme based on the rotated principal component analysis. Meteorog Atmos Phys 59(3-4):217–233

    Article  Google Scholar 

  • Huth R (2000) A circulation classification scheme applicable in GCM studies. Theor Appl Climatol 67(1-2):1–18

    Article  Google Scholar 

  • Huth R, Beck C, Philipp A et al (2008) Classifications of atmospheric circulation patterns. Ann N Y Acad Sci 1146(1):105–152

    Article  Google Scholar 

  • Jakab G, Spannhake E, Canning B et al (1995) The effects of ozone on immune function. Environ Health Perspect 103:77–89

    CAS  Google Scholar 

  • Kasibhatla P, Chameides WL, Saylor RD et al (2018) Relationships between regional ozone pollution and emissions of nitrogen oxides in the eastern United States. J Geophys Res-Atmos 103(D17):22663–22669

    Article  Google Scholar 

  • Levy I, Dayan U, Mahrer Y (2008a) A five-year study of coastal recirculation and its effect on air pollutants over the East Mediterranean region. J Geophys Res-Atmos 113(D16):2310–2324

    Article  Google Scholar 

  • Levy I, Dayan U, Mahrer Y (2008b) Studying coastal recirculation with a simplified analytical land-sea breeze model. J Geophys Res-Atmos 113(D3):144–156

    Article  Google Scholar 

  • Li J, Han X, Jin M et al (2019) Globally analysing spatiotemporal trends of anthropogenic PM2.5 concentration and population’s PM2.5 exposure from 1998 to 2016. Environ Int 128:46–62

    Article  CAS  Google Scholar 

  • Liao Z, Xie J, Fang X, Wang Y, Zhang Y, Xu X, Fan S (2020) Modulation of synoptic circulation to dry season PM2. 5 pollution over the Pearl River Delta region: an investigation based on self-organizing maps. Atmos Environ 230:117482

    Article  CAS  Google Scholar 

  • Liu H, Liu S, Xue B et al (2018) Ground-level ozone pollution and its health impacts in China. Atmos Environ 173:223–230

    Article  CAS  Google Scholar 

  • Liu Y, Song M, Liu X, Zhang Y, Hui L, Kong L, Zhang Y, Zhang C, Qu Y, An J, Ma D, Tan Q, Feng M (2020) Characterization and sources of volatile organic compounds (VOCs) and their related changes during ozone pollution days in 2016 in Beijing, China. Environ Pollut 257:113599

    Article  CAS  Google Scholar 

  • Lun L, Renhe Z, Peili W et al (2020) Evaluation of NCEP-FNL and ERA-Interim Data Sets in detecting Tibetan Plateau Vortices in May–August of 2000–2015. Earth Space Sci 7(3):e2019EA000907

    Google Scholar 

  • Mohan M, Bhati S (2013) Wind flow conditions as an indicator to assimilative capacities of urban airsheds towards atmospheric pollution potential. J Civil Environ Eng 1(S1):1

    Article  Google Scholar 

  • Nankar DP, Patra AK, Dole MU et al (2009) Atmospheric stagnation, recirculation and ventilation characteristics at Kakrapar atomic power station site. Ann Nucl Energy 36(4):475–480

    Article  CAS  Google Scholar 

  • Nuvolone D, Petri D, Voller F (2017) The effects of ozone on human health. Environ Sci Pollut Res 25(9):8074–8088

    Article  Google Scholar 

  • Panda S (2020) Carrying capacity based air quality management at an industrial area. In: 2020 International Conference on Communication, Computing and Industry 4.0 (C2I4). IEEE, pp 1–6

  • Peng C, Liao Y, Zhang N et al (2018) Temporal and spatial distribution of ozone pollution in Chinese urban. J Geo-Inform Sci 20(1):57–67

    Google Scholar 

  • Quimbayo-Duarte J, Chemel C, Staquet C, Troude F, Arduini G (2021) Drivers of severe air pollution events in a deep valley during wintertime: a case study from the Arve river valley, France. Atmos Environ 247:118030

    Article  CAS  Google Scholar 

  • Rolph G, Stein A, Stunder B (2017) Real-time environmental applications and display system: READY. Environ Model Softw 95:210–228

    Article  Google Scholar 

  • Russo A, Trigo R, Martins H et al (2014) NO2, PM10 and O3 urban concentrations and its association with circulation weather types in Portugal. Atmos Environ 89:768–785

    Article  CAS  Google Scholar 

  • Russo A, Gouveia C, Ilan L et al (2016) Coastal recirculation potential affecting air pollutants in Portugal: the role of circulation weather types. Atmos Environ 135:9–19

    Article  CAS  Google Scholar 

  • Russo A, Gouveia CM, Pmm S et al (2018) The unprecedented 2014 Legionnaires’ disease outbreak in Portugal: atmospheric driving mechanisms. Int J Biometeorol (11):1–13

  • Russo A, Sousa P, Durão R et al (2020) Saharan dust intrusions in the Iberian Peninsula: predominant synoptic conditions. Sci Total Environ 717:137041

    Article  CAS  Google Scholar 

  • Schwartz J (2004) Air pollution and children’s health. Pediatrics 113(4):1037–1043

    Article  Google Scholar 

  • Seagram A, Steyn DG, Ainslie B (2012) Modelled recirculation of pollutants during ozone episodes in the Lower Fraser Valley. B. C. In: Steyn DG, Builtjes PJH, Timmermans R (eds) Air pollution modelling and its application XXII, vol 49. Springer, Dordrecht, pp 291–294

    Google Scholar 

  • Seaman NL, Michelson SA (2000) Mesoscale meteorological structure of a high-ozone episode during the 1995 NARSTO-Northeast study. J Appl Meteorol 39(3):384–398

    Article  Google Scholar 

  • Shi G, Yang F, Zhang L, Zhao T, Hu J (2019) Impact of atmospheric circulation and meteorological parameters on wintertime atmospheric extinction in Chengdu and Chongqing of Southwest China during 2001–2016. Aerosol Air Qual Res 19(7):1538–1554

    Article  CAS  Google Scholar 

  • Shu L, Wang T, Han H et al (2019) Summertime ozone pollution in the Yangtze River Delta of eastern China during 2013–2017: synoptic impacts and source apportionment. Environ Pollut 257:113631

    Article  Google Scholar 

  • Suping Z, Ye Y, Daiying Y et al (2016) Annual and diurnal variations of gaseous and particulate pollutants in 31 provincial capital cities based on in situ air quality monitoring data from China National Environmental Monitoring Center. Environ Int 86:92–106

    Article  Google Scholar 

  • Surkova G (2013) Air recirculation and ventilation in the coastal regions of the Black Sea. Open Geosci 5(2):196–207

    Article  Google Scholar 

  • Tong O, Robbins MS (2019) Headache, visual loss, and encephalopathy associated with intravenous ozone administration. Headache 59(9):1643–1644

    Article  Google Scholar 

  • Tuller SE (2004) Measured wind speed trends on the west coast of Canada. Int J Climatol 24(11):1359–1374

    Article  Google Scholar 

  • Uttamang P, Campbell P, Aneja V et al (2020) A multi-scale model analysis of ozone formation in the Bangkok Metropolitan Region, Thailand. Atmos Environ 229:117433

    Article  CAS  Google Scholar 

  • Verstraeten, Willem W, Neu et al (2015) Rapid increases in tropospheric ozone production and export from China. Nat Geosci 8(9):690–695

    Article  CAS  Google Scholar 

  • Wang Y, Du H, Xu Y et al (2018) Temporal and spatial variation relationship and influence factors on surface urban heat island and ozone pollution in the Yangtze River Delta, China. Sci Total Environ 631–632:921–933

    Article  Google Scholar 

  • Wang M, Steve H, Wong D et al (2019) Source contributions of surface ozone in China using an adjoint sensitivity analysis. Sci Total Environ 662:385–392

    Article  CAS  Google Scholar 

  • Wang Z, Li J, Liang L (2020) Spatio-temporal evolution of ozone pollution and its influencing factors in the Beijing-Tianjin-Hebei Urban Agglomeration. Environ Pollut 256:113419

    Article  CAS  Google Scholar 

  • Xue W, Zhang J, Zhong C et al (2020) Satellite-derived spatiotemporal PM2.5 concentrations and variations from 2006 to 2017 in China. Sci Total Environ 712:134577

    Article  CAS  Google Scholar 

  • Ye XX, Song Y, Cai XH et al (2015) Study on the synoptic flow patterns and boundary layer process of the severe haze events over the North China Plain in January 2013. Atmos Environ 124:129–145

    Article  Google Scholar 

  • Zeng P, Lyu XP, Guo H et al (2018) Causes of ozone pollution in summer in Wuhan, Central China. Environ Pollut 241:852–861

    Article  CAS  Google Scholar 

  • Zeng Y, Cao Y, Qiao X et al (2019) Air pollution reduction in China: recent success but great challenge for the future. Sci Total Environ 663:329–337

    Article  CAS  Google Scholar 

  • Zhang JP, Zhu T, Zhang QH et al (2012) The impact of circulation patterns on regional transport pathways and air quality over Beijing and its surroundings. Atmos Chem Phys 12(11):5031–5053

    Article  CAS  Google Scholar 

  • Zhang X, Zhao L, Cheng M, Wu X, Chen D (2020) Urban ozone sink inferred from surface measurements in China. J Clean Prod 253:119881

    Article  CAS  Google Scholar 

  • Zhao Z, Xi H, Russo A, Zhou C et al (2019) The influence of multi-scale atmospheric circulation on severe haze events in autumn and winter in Shanghai, China. Sustainability 11(21):5979

    Article  Google Scholar 

  • Zhou CJ, Wei G, Xiang J et al (2018) Effects of synoptic circulation patterns on air quality in Nanjing and its surrounding areas during 2013–2015. Atmos Pollut Res 9(4):723–734

    Article  CAS  Google Scholar 

  • Zhou CJ, Wei G, Zheng HP et al (2019) Effects of potential recirculation on air quality in coastal cities in the Yangtze River Delta. Sci Total Environ 651:12–23

    Article  CAS  Google Scholar 

Download references

Acknowledgements

We thank the authors and developers of the COST733 classification software.

Funding

This study was supported by the National Key Research and Development Program of China (Grant No. 2017YFC1501803), the National Natural Science Foundation Committee of China (41475021, 41375154, and 41405146), and The Chinese Prime Minister Fund (DQGG0104).

Author information

Authors and Affiliations

Authors

Contributions

Zezheng Zhao: Conceptualization, Visualization, Investigation.

Zeming Zhou: Resources.

Ana Russo: Writing - Review & Editing.

Huadong Du: Software, Funding acquisition.

Jie Xiang: Data Curation.

Jiping Zhang: Methodology.

Chengjun Zhou: Conceptualization, Writing - Original Draft, Supervision.

Corresponding author

Correspondence to Chengjun Zhou.

Ethics declarations

Ethics approval

Not applicable.

Consent to participate

Not applicable.

Competing interests

The authors declare no competing interests.

Additional information

Responsible Editor: Philippe Garrigues

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhao, Z., Zhou, Z., Russo, A. et al. Impact of meteorological conditions at multiple scales on ozone concentration in the Yangtze River Delta. Environ Sci Pollut Res 28, 62991–63007 (2021). https://doi.org/10.1007/s11356-021-15160-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-021-15160-2

Keywords

Navigation