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.
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
Allwine KJ, Whiteman CD (1994) Single-station integral measures of atmospheric stagnation, recirculation and ventilation. Atmos Environ 28(4):713–721
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
Bloomer B, Stehr J, Piety C et al (2009) Observed relationships of ozone air pollution with temperature and emissions. Geophys Res Lett 36:5
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
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
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
Cho S, Lee C, Kim B (2013) The impacts of air pollution on low birth weight. Appl Econ Lett 20(3):208–212
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
Dayan U, Levy I (2002) Relationship between synoptic-scale atmospheric circulation and ozone concentrations over Israel. J Geophys Res-Atmos 107(D24):4813–4826
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
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
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
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
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
Huth R (1996a) An intercomparison of computer-assisted circulation classification methods. Int J Climatol 16(8):893–922
Huth R (1996b) Properties of the circulation classification scheme based on the rotated principal component analysis. Meteorog Atmos Phys 59(3-4):217–233
Huth R (2000) A circulation classification scheme applicable in GCM studies. Theor Appl Climatol 67(1-2):1–18
Huth R, Beck C, Philipp A et al (2008) Classifications of atmospheric circulation patterns. Ann N Y Acad Sci 1146(1):105–152
Jakab G, Spannhake E, Canning B et al (1995) The effects of ozone on immune function. Environ Health Perspect 103:77–89
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
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
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
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
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
Liu H, Liu S, Xue B et al (2018) Ground-level ozone pollution and its health impacts in China. Atmos Environ 173:223–230
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
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
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
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
Nuvolone D, Petri D, Voller F (2017) The effects of ozone on human health. Environ Sci Pollut Res 25(9):8074–8088
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
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
Rolph G, Stein A, Stunder B (2017) Real-time environmental applications and display system: READY. Environ Model Softw 95:210–228
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
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
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
Schwartz J (2004) Air pollution and children’s health. Pediatrics 113(4):1037–1043
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
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
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
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
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
Surkova G (2013) Air recirculation and ventilation in the coastal regions of the Black Sea. Open Geosci 5(2):196–207
Tong O, Robbins MS (2019) Headache, visual loss, and encephalopathy associated with intravenous ozone administration. Headache 59(9):1643–1644
Tuller SE (2004) Measured wind speed trends on the west coast of Canada. Int J Climatol 24(11):1359–1374
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
Verstraeten, Willem W, Neu et al (2015) Rapid increases in tropospheric ozone production and export from China. Nat Geosci 8(9):690–695
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
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
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
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
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
Zeng P, Lyu XP, Guo H et al (2018) Causes of ozone pollution in summer in Wuhan, Central China. Environ Pollut 241:852–861
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
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
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
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
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
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
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
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
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
About this article
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
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-021-15160-2