Skip to main content

Advertisement

Log in

Spatial patterns and temporal variations of traffic-related air pollutants and estimating its health effects in Isfahan city, Iran

  • Research article
  • Published:
Journal of Environmental Health Science and Engineering Aims and scope Submit manuscript

Abstract

Isfahan as an important industrial city has faced with air pollution recently. Thus, we assessed the spatial and temporal trends of ambient PM2.5, CO, SO2, and O3 and for estimating their health effect on Isfahan citizens between March 2018 and March 2019 through the AirQ+ software. Our results showed that citizens of Isfahan in almost 240, 167, and 134 of the days in the year has exposure to PM2.5, SO2, and O3 higher than the WHO daily guideline, respectively. Daily variations of PM2.5, CO, and SO2 concentration showed the increasing trend of pollutants in the morning to evening. The maximum concentrations of O3 were observed in the noonday. Also, the concentrations of these pollutants on Friday due to the holiday effect were higher than the weekdays. Except for O3, the PM2.5, CO, and SO2 concentrations in the cold months and cold seasons was higher compared with the hot months and hot seasons. The total number of deaths because of lung cancer, natural mortality, ischemic heart disease, chronic obstructive pulmonary disease,, stroke associated with ambient PM2.5 with the attributable proportion (AP) 11.43%, 11.63%, 15.96%, 15.15%, and 13.1% (95% CI) were 683, 19, 2, 202, and 55 cases, respectively. Therefore, the present study provides additional data for the provincial managers and politicians useful in planning proper strategies of air pollution control to decrease exposure and attributable mortalities.

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

Similar content being viewed by others

References

  1. Mohammadi A, Ghassoun Y, Löwner MO, Behmanesh M, Faraji M, Nemati S, et al. Spatial analysis and risk assessment of urban BTEX compounds in Urmia, Iran. Chemosphere. 2020;246:125769.

    Article  CAS  Google Scholar 

  2. Hanedar A, Alp K, Kaynak B, Baek J, Avsar E, Odman MT. Concentrations and sources of PAHs at three stations in Istanbul, Turkey. Atmos Res. 2011;99:391–9.

    Article  CAS  Google Scholar 

  3. Hanedar A, Alp K, Kaynak B, Avşar E. Toxicity evaluation and source apportionment of polycyclic aromatic hydrocarbons (PAHs) at three stations in Istanbul, Turkey. Sci Total Environ. 2014;488:437–46.

    Article  Google Scholar 

  4. Ozturk H, Alp K, Hanedar A, Avsar E, Malak U. Partitioning of heavy metals in the Istac medical waste incinerator. Glob Nest J. 2013;25:37–48.

    Google Scholar 

  5. Saatcioglu T, Alp K, Hanedar A, Avsar E. Effect of the Marmaray project on air pollution in Istanbul: an IVE model application. Fresenius Environ Bull. 2011;20(9A):2340–9.

    CAS  Google Scholar 

  6. Jafari AJ, Kermani M, Arfaeinia KRR. The Effect Of Traffic On Levels, Distribution And Chemical Partitioning Of Harmful Metals In The Street Dust And Surface Soil From Urban Areas Of Tehran, Iran. Environ Earth Sci. 2018;38:77.

    Google Scholar 

  7. Lin CW, Yeh JF, Kao TC. Source Characterization Of Total Suspended Particulate Matter Near A Riverbed In Central Taiwan. J Hazard Mater. 2008;157:418–22.

    Article  CAS  Google Scholar 

  8. IARC. Outdoor air pollution a leading environmental cause of Cancer deaths, International Agency For Research On Cancer; 2011.

    Google Scholar 

  9. Miri M, Ghassoun Y, Dovlatabadi A, Ebrahimnejad A, Löwner M. Estimate annual and seasonal Pm1, PM2.5 and PM10 concentrations using land use regression model. Ecotox Environ Safe. 2019;174:137–45.

    Article  CAS  Google Scholar 

  10. Chen Y, Ebenstein A, Greenstone M, Li H. Evidence on the impact of sustained exposure to air pollution on life expectancy from China’s Huai River policy. P Natl Acad Sci. 2013;110:12936–41.

    Article  CAS  Google Scholar 

  11. Conti GO, Heibati B, Kloog I, Fiore M, Ferrante M. A review of Airq models and their applications for forecasting the air pollution health outcomes. Environ Sci Pollut Res. 2017;24:6426–45.

    Article  Google Scholar 

  12. Tavakoly M. Estimation of acute air pollution conditions in tehran due to the concentration of ozone and particulate matter using artificial neural network. masters thesis, masters thesis, ministry of science, research, technology tarbiat modares; 2013 .

    Google Scholar 

  13. Asl FB, Leili M, Vaziri Y, Arian SS, Cristaldi A, Conti GO, et al. Health impacts quantification of ambient air pollutants using Airq model approach in Hamadan, Iran. Environ Res. 2018;161:114–21.

    Article  Google Scholar 

  14. Avsar E, Hanedar A, Toroz I, Alp K, Kaynak B. Investigation of PM10 concentrations and noise levels of the road sweepers operating in Istanbul-Turkey: a case study. Fresenius Environ Bull. 2010;19:2033–9.

    CAS  Google Scholar 

  15. Farrokhzadeh H, Jafari N, Sadeghi M, Talesh Alipour M, Amin MM, Abdolahnejad A. Estimation of spatial distribution of PM10, lead, and radon concentrations in Sepahanshahr, Iran using geographic information system (GIS). J Mazandaran Univ Med Sci. 2018;27(159):84–96.

    Google Scholar 

  16. Abdolahnejad A, Jafari N, Mohammadi A, Miri M, Hajizadeh Y, Nikoonahad A. Cardiovascular, Respiratory, And Total Mortality Ascribed To PM10 And PM2.5 Exposure In Isfahan, Iran. J Educ Health Promot. 2017;6:109.

    Article  Google Scholar 

  17. De Marco A, Amoatey P, Khaniabadi YO, Sicard P, Hopke PK. Mortality and morbidity for cardiopulmonary diseases attributed to PM2.5 exposure in the Metropolis of Rome, Italy. Eur J Intern Med. 2018;57:49–57.

    Article  Google Scholar 

  18. Naddafi K, Hassanvand MS, Yunesian M, Momeniha F, Nabizadeh R, Faridi S, et al. Health impact assessment of air pollution in megacity of Tehran, Iran. Iranian J Environ Health Sci Eng. 2012;9:28.

    Article  Google Scholar 

  19. Duan C, Talbott E, Brooks M, Park SK, Broadwin R, Matthews K, et al. Five-year exposure to PM2.5 and ozone and subclinical atherosclerosis in late midlife women: the study of Women's health across the. Nation. 2019;222:168–76.

    CAS  Google Scholar 

  20. Bayat R, Ashrafi K, Shafiepour Motlagh M, Hassanvand MS, Daroudi R, Fink G, et al. Health impact and related cost of ambient air pollution in Tehran. Environ Res. 2019;176:108547.

    Article  CAS  Google Scholar 

  21. Krewski D, Jerrett M, Burnett RT, Ma R, Hughes E, Shi Y, et al. Extended follow-up and spatial analysis of the American Cancer Society study linking particulate air pollution and mortality. Boston: Health Effects Institute; 2009.

    Google Scholar 

  22. Cohen AJ, Brauer M, Burnett R, Anderson HR, Frostad J, Estep K, et al. Estimates And 25-Year Trends Of The Global Burden Of Disease Attributable To Ambient Air Pollution: An Analysis Of Data From The Global Burden Of Diseases Study 2015. Lancet. 2017;389:1907–18.

    Article  Google Scholar 

  23. Dastoorpoor M, Riahi A, Yazdaninejhad H, Borsi SH, Khanjani N, Khodadadi N, et al. Exposure to particulate matter and carbon monoxide and cause-specific cardiovascular-respiratory disease mortality in Ahvaz. Toxin Rev. 2020:1–11.

  24. Pascal M, Corso M, Ung A. Guidelines for assessing the health impacts of air pollution in European cities. Work Package: Aphekom Project; 2011.

    Google Scholar 

  25. Karimi A, Shirmardi M, Hadei M, Birgani YT, Neisi A, Takdastan A, et al. Concentrations and health effects of short-and long-term exposure to PM2.5, NO2, and O3 in ambient air of Ahvaz City, Iran (2014–2017). Ecotox Environ Safe. 2019;180:542–8.

    Article  CAS  Google Scholar 

  26. WHO. Airq+ Glossary: World Health Organization; 2016a.

  27. Hosseiniebalam F, Ghaffarpasand O. The effects of emission sources and meteorological factors on Sulphur dioxide concentration of great Isfahan, Iran. Atmos Environ. 2015;100:94–101.

    Article  CAS  Google Scholar 

  28. Kelishadi R, Moeini R, Poursafa P, Farajian S, Yousefy H, Okhovat-Souraki AA. Independent association between air pollutants and vitamin D deficiency in young children in Isfahan, Iran. Paediatr Int Child H. 2014;34:50–5.

    Article  Google Scholar 

  29. Abdolahnejad A, Jafari N, Mohammadi A, Miri M, Hajizadeh Y. Mortality and morbidity due to exposure to ambient NO2, SO2, and O3 in Isfahan in 2013–2014. Int J Prev Med. 2018;9:11.

    Article  Google Scholar 

  30. Union. Directive 2008/50/Ec of the European Parliament and of the council of 2008 On Ambient Air Quality And Cleaner Air For Europe; 2008.

    Google Scholar 

  31. WHO. Ambient Air Pollution: A Global Assessment Of Exposure And Burden Of Disease; 2016b.

    Google Scholar 

  32. WHO. Evolution Of WHO Air Quality Guidelines: Past, Present And Future. Copenhagen: WHO Regional Offce For Europe; 2017.

    Google Scholar 

  33. Ansari M, Ehrampoush MH. Meteorological correlates and Airq(+) health risk assessment of ambient fine particulate matter in Tehran. Iran. Environ Res. 2019;170:141–50.

    Article  CAS  Google Scholar 

  34. Al-Hemoud A, Gasana J, Al-Dabbous A, Alajeel A, Al-Shatti A, Behbehani W, et al. Exposure levels of air pollution (pm2.5) and associated health risk in kuwait. Environ Res. 2019;179:108730.

    Article  CAS  Google Scholar 

  35. Guo H, Wang Y, Zhang H. Characterization of criteria air pollutants in Beijing during 2014–2015. Environ Res. 2017;154:334–44.

    Article  CAS  Google Scholar 

  36. Fan H, Zhao C, Yang Y. A comprehensive analysis of the Spatio-temporal variation of urban air pollution in China during 2014–2018. Atmos Environ. 2020;220:117066.

    Article  CAS  Google Scholar 

  37. Shahsavani A, Naddafi K, Haghighifard NJ, Mesdaghinia A, Yunesian M, Nabizadeh R, et al. The evaluation of PM10, PM2.5, and Pm1 concentrations during the middle eastern dust (med) events in Ahvaz, Iran, from April through Septembe 2010. J. Arid Environ. 2012;77:72–83.

    Article  Google Scholar 

  38. Hu X, Waller L, Lyapustin A, Wang Y, Liu Y. 10-Year Spatial And Temporal Trends Of PM2.5 Concentrations In The Southeastern Us Estimated Using High-Resolution Satellite Data. Atmos Chem Phys. 2014;14:6301.

    Article  CAS  Google Scholar 

  39. Jadidi H, Shahsavani A, Mahaki B. Spatial and temporal variations of PM2.5 concentration and air quality in Isfahan City in 2016. J Environ Health Sustainable Dev. 2019;4(1):557–66.

    Google Scholar 

  40. Safavy S, Mousavi M, Dehghanzadeh Reihani R, Shakeri MH. Seasonal and spatial zoning of air quality index and ambient air pollutants by arc-Gis for Tabriz City and assessment of the current executive problem. J Health. 2016;7:158–77.

    Google Scholar 

  41. Soleimani M, Amini N, Sadeghian B, Wang D, Fang L. Heavy metals and their source identification in particulate matter (PM2.5) in Isfahan City, Iran. J Environ Sci. 2018;72:166–75.

    Article  Google Scholar 

  42. Faridi S, Shamsipour M, Krzyzanowski M, Kunzli N, Amini H, Azimi F, et al. Long-term trends and health impact of PM2.5 and O3 in Tehran, Iran, 2006–2015. Environ. Int. 2018;114:37–49.

    Article  CAS  Google Scholar 

  43. Jang E, Do W, Park G, Kim M, Yoo E. Spatial and temporal variation of urban air pollutants and their concentrations in relation to meteorological conditions at four sites in Busan. South Korea Atmos Pollut Res. 2017;8:89–100.

    Article  Google Scholar 

  44. Kuerban M, Waili Y, Fan F, Liu Y, Qin W, Dore AJ, et al. Spatio-temporal patterns of air pollution in China from 2015 to 2018 and implications for health risks. Environ Pollut. 2020;258:113659.

    Article  CAS  Google Scholar 

  45. Hu XM, Klein PM, Xue M, Zhang F, Doughty DC, Forkel R, et al. Impact of the vertical mixing induced by low-level jets on boundary layer ozone concentration. Atmos Environ. 2013;70:123–30.

    Article  CAS  Google Scholar 

  46. Mehmood T, Tianle Z, Ahmad I, Li X. Integration of airq+ and particulate matter mass concentration to calculate health and ecological constraints in islamabad, pakistan. 2019 16th international bhurban conference on applied sciences and technology (ibcast), vol. Ieee; 2019. p. 248–54.

    Google Scholar 

  47. Shah MH, Shaheen N, Nazir R. Assessment of the trace elements level in urban atmospheric particulate matter and source apportionment in Islamabad, Pakistan. Atmos Pollut Res. 2012;3:39–45.

    Article  CAS  Google Scholar 

  48. Barzeghar V, Sarbakhsh P, Hassanvand MS, Faridi S, Gholampour A. Long-Term Trend Of Ambient Air Pm10, PM2.5, And O3 And Their Health Effects In Tabriz City, Iran, During 2006–2017. Sustain Cities Soc. 2020;54:101988.

    Article  Google Scholar 

  49. Li R, Cui L, Li J, Zhao A, Fu H, Wu Y, et al. Spatial and temporal variation of particulate matter and gaseous pollutants in China during 2014–2016. Atmo Environ. 2017;161:235–46.

    Article  CAS  Google Scholar 

  50. Ye WF, Ma ZY, Ha XZ. Spatial-temporal patterns of PM2.5 concentrations for 338 Chinese cities. Sci Total Environ. 2018;631:524–33.

    Article  Google Scholar 

  51. Yousefian F, Faridi S, Azimi F, Aghaei M, Shamsipour M, Yaghmaeian K, et al. Temporal variations of ambient air pollutants and meteorological influences on their concentrations in Tehran during 2012–2017. Sci Rep. 2020;10(1):1–11.

    Article  Google Scholar 

  52. Kermani M, Arfaeinia H, Masroor K, Abdolahnejad A, Fanaei F, Shahsavani A, et al. Health impacts and burden of disease attributed to long-term exposure to atmospheric PM10/PM2.5 in Karaj, Iran: effect of meteorological factors. Int J Environ Anal Chem. 2020;28:1–7.

    Google Scholar 

  53. Azmi SZ, Latif MT, Ismail AS, Juneng L, Jemain AA. Trend and status of air quality at three different monitoring stations in the Klang Valley, Malaysia. Air Qual Atmos Hlth. 2010;3:53–64.

    Article  CAS  Google Scholar 

  54. Masiol M, Agostinelli C, Formenton G, Tarabotti E, Pavoni B. Thirteen years of air pollution hourly monitoring in a large City: potential sources, trends, cycles and effects of car-free days. Sci Total Environ. 2014;494:84–96.

    Article  Google Scholar 

  55. Zhao S, Yu Y, Yin D, He J, Liu N, Qu J, et al. 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. 2016;86:92–106.

    Article  CAS  Google Scholar 

  56. Mirzaei N, Arfaeinia H, Moradi M, Mohammadi Moghadam F, Velayati A, Sharafi K. The statistical analysis of seasonal and time variations on trend of important air pollutants (SO2, O3, NOx, CO, PM10)-in Western Iran: a case study. Int J Pharm. 2015;7:9610–22.

    CAS  Google Scholar 

  57. Silva Júnior RSD, Oliveira M, MDF A. Weekend/weekday differences in concentrations of ozone, Nox, and non-methane hydrocarbon in the metropolitan area of São Paulo. Rev Bras de Meteorol. 2009;24:100–10.

    Article  Google Scholar 

  58. Yarahmadi M, Hadei M, Nazari SSH, Conti GO, Alipour MR, Ferrante M, et al. Mortality assessment attributed to long-term exposure to fine particles in ambient air of the megacity of Tehran, Iran. Environ Sci Pollut Res Int. 2018;25:14254–62.

    Article  CAS  Google Scholar 

  59. Manojkumar N, Srimuruganandam B. Health effects of particulate matter in major Indian cities. Int J Environ Health Res. 2021;31(3):258–70.

    Article  CAS  Google Scholar 

  60. Wei H, Liang F, Cheng W, Zhou R, Wu X, Feng Y, et al. The mechanisms for lung Cancer risk of PM2.5: induction of epithelial-Mesenchymal transition and Cancer stem cell properties in human non-small cell lung Cancer cells. Environ Toxicol. 2017;32:2341–51.

    Article  CAS  Google Scholar 

  61. Boldo E, Medina S, Letertre A, Hurley F, Mucke HG, Ballester F, et al. Apheis: health impact assessment of long-term exposure to pm(2.5) in 23 European cities. Eur J Epidemiol. 2006;21:449–58.

    Article  CAS  Google Scholar 

  62. Miri M, Derakhshan Z, Allahabadi A, Ahmadi E, Conti GO, Ferrante M, et al. Mortality and morbidity due to exposure to outdoor air pollution in Mashhad Metropolis, Iran. Airq Model Approach Environ Res. 2016;151:451–7.

    CAS  Google Scholar 

  63. Xie W, Li G, Zhao D, Xie X, Wei Z, Wang W, et al. Relationship between fine particulate air pollution and Ischaemic heart disease morbidity and mortality. Cardiac Risk Factors Prev. 2015;101:257–63.

    CAS  Google Scholar 

  64. Hadei M, Hopke PK, Nazari SSH, Yarahmadi M, Shahsavani A, Alipour MR. Estimation of mortality and hospital admissions attributed to criteria air pollutants in Tehran Metropolis, Iran (2013–2016). Aerosol Air Qual Res. 2017a;17:2474–81.

    Article  CAS  Google Scholar 

  65. Hwang SL, Lin YC, Hsiao KY, Lin CM, Chi MC. Spatiotemporal assessment of mortality attributable to ambient PM2.5 exposure in Taiwan during 2008–2015. Air Qual Atmos Hlth. 2020;13:233–45.

    Article  Google Scholar 

  66. Hadei M, Nazari SSH, Eslami A, Khosravi A, Yarahmadi M, Naghdali Z, et al. Distribution and number of ischemic heart disease (Ihd) and stroke deaths due to chronic exposure to PM2.5 in 10 cities of Iran (2013-2015); an Airq+ Modelling. J Air Pollut Health. 2017b;2:129–36.

    Google Scholar 

  67. Cai Y, Hodgson S, Blangiardo M, Gulliver J, Morley D, Fecht D, et al. L. Road traffic noise, air pollution and incident cardiovascular disease: a joint analysis of the hunt, epic-Oxford and Uk biobank cohorts. Environ Int. 2018;114:191–201.

    Article  CAS  Google Scholar 

  68. Gandini M, Scarinzi C, Bande S, Berti G, Carna P, Ciancarella L, et al. Long term effect of air pollution on incident hospital admissions: results from the Italian longitudinal study within life med hiss project. Environ Int. 2018;121:1087–97.

    Article  CAS  Google Scholar 

  69. Yuan S, Wang J, Jiang Q, He Z, Huang Y, Li Z, et al. Long-term exposure to PM2.5 and stroke: a systematic review and meta-analysis of cohort studies. Environ Res. 2019;177:108587.

    Article  CAS  Google Scholar 

Download references

Acknowledgements

This paper was inspired by the results of a research project no.198202 approved by Isfahan University of Medical Sciences, Iran. The authors would like to thank the Isfahan Department of Environment and Isfahan Air Quality Monitoring Center for providing the required data of studied pollutants.

Funding

Financial support of this research project (no.198202) was by Isfahan University of Medical Sciences, Iran.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ali Abdolahnejad.

Ethics declarations

Ethical considerations

The authors declare that this manuscript is original, has not been published before, and is not currently being considered for publication elsewhere.

Competing interests

The authors declare that they have no conflict of interest.

Additional information

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

Hajizadeh, Y., Jafari, N., Fanaei, F. et al. Spatial patterns and temporal variations of traffic-related air pollutants and estimating its health effects in Isfahan city, Iran. J Environ Health Sci Engineer 19, 781–791 (2021). https://doi.org/10.1007/s40201-021-00645-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40201-021-00645-6

Keywords

Navigation