Skip to main content

Advertisement

Log in

The links between microclimatic and particulate matter concentration in a multi-storey car parking: a case study iran

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

Abstract

Multi-storey cars increasing with population growth have excellent security and temporary parking for cars in big cities, which isn’t suitable for parking in the streets. The goals of this study are (1) to determine PM concentrations in the ZGP and (2) to investigate the effect of temperature and humidity on PM concentration in ZGP. This study measured the levels of emitted PM1, PM2.5, and PM10 by GRIMM EDM 107 laser dust monitor in a busy multi-storey parking garage located in Qom. Moreover, the relationship between microclimatic parameters and the contaminants mentioned above was investigated. Samples were collected in two stages in different spatiotemporal conditions, namely, the summer and autumn of 2017. The results indicate that during the sampling period, the daily mean ± standard deviation of PM10, PM2.5, and PM1 were 120.9 ± 90.6, 28.5 ± 10.4, and 10.8 ± 3.8 µg/m3, respectively. A decrease in pollution level was observed during the measurement period. During rush hours, the levels of particulate matter increased. Also, a significant positive relationship between indoor humidity and particle level was observed, while there was a meaningful, inverse relationship between temperature and particle level. The high PM concentration in the parking garage indicates the necessity of proper management and planning.

Graphical Abstract

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

Similar content being viewed by others

Data Availability

All data generated or analyzed during this study are included in this published article.

References

  1. Mojarrad H, Fouladi Fard R, Rezaali M, Heidari H, Izanloo H, Mohammadbeigi A, Mohammadi A, Sorooshian A. Spatial trends, health risk assessment and ozone formation potential linked to BTEX. Human and Ecological Risk Assessment: An International Journal. 2019:1–22.

  2. Kumar A, Vijay S, Kumar R, Patil RS, Dikshit AK, Dhingra SL. Prediction and Analysis of Pollution and Congestion Level for Present and Future Scenario on an Urban Road Network-India. International Journal for Traffic and Transport Engineering. 2018;8(2).

  3. Hwang S-L, Chi M-C, Guo S-E, Lin Y-C, Chou C-T, Lin C-M. Seasonal variation and source apportionment of PM 2.5-bound trace elements at a coastal area in southwestern Taiwan. Environ Sci Pollut Res. 2018;25(9):9101–13.

    Article  CAS  Google Scholar 

  4. Vuković G, Aničić Urošević M, Razumenić I, Kuzmanoski M, Pergal M, Škrivanj S, Popović A. Air quality in urban parking garages (PM10, major and trace elements, PAHs): Instrumental measurements vs. active moss biomonitoring. Atmos Environ. 2014;85:31–40.

    Article  Google Scholar 

  5. Jaafari J, Naddafi K, Yunesian M, Nabizadeh R, Hassanvand MS, Shamsipour M, Ghozikali MG, Shamsollahi HR, Nazmara S, Yaghmaeian K. The acute effects of short term exposure to particulate matter from natural and anthropogenic sources on inflammation and coagulation markers in healthy young adults. Sci Total Environ. 2020;735:139417.

    Article  CAS  Google Scholar 

  6. 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. Sustainable Cities and Society. 2020;54:101988.

    Article  Google Scholar 

  7. Fard R, Hosseini M, Faraji M, Oskouei A. Building characteristics and sick building syndrome among primary school students. Sri Lanka Journal of Child Health. 2018;47(4):332–7.

    Article  Google Scholar 

  8. Hosseini MR, Fouladi-Fard R, Aali R. COVID-19 pandemic and sick building syndrome. Indoor and Built Environment. 2020:1420326X20935644.

  9. Vuković G, Urošević MA, Razumenić I, Kuzmanoski M, Pergal M, Škrivanj S, Popović A. Air quality in urban parking garages (PM10, major and trace elements, PAHs): Instrumental measurements vs. active moss biomonitoring. Atmos Environ. 2014;85:31–40.

    Article  Google Scholar 

  10. Obaidullah M, Dyakov I, Peeters L, Bram S, De Ruyck J. Measurements of particle concentrations and size distributions in three parking garages. Int J Energy Environ. 2012;6:508–15.

    Google Scholar 

  11. Jaafari J, Naddafi K, Yunesian M, Nabizadeh R, Hassanvand MS, Shamsipour M, Ghozikali MG, Nazmara S, Shamsollahi HR, Yaghmaeian K. Associations between short term exposure to ambient particulate matter from dust storm and anthropogenic sources and inflammatory biomarkers in healthy young adults. Sci Total Environ. 2021;761:144503.

    Article  CAS  Google Scholar 

  12. Fard RF, Naddafi K, Hassanvand MS, Khazaei M, Rahmani F. Trends of metals enrichment in deposited particulate matter at semi-arid area of Iran. Environ Sci Pollut Res. 2018;25(19):18737–51.

    Article  Google Scholar 

  13. Shamsollahi HR, Jahanbin B, Rafieian S, Yunesian M. Particulates induced lung inflammation and its consequences in the development of restrictive and obstructive lung diseases: a systematic review. Environ Sci Pollut Res. 2021;28(20):25035–50.

    Article  CAS  Google Scholar 

  14. Gogna P, Narain TA, O’Sullivan DE, Villeneuve PJ, Demers PA, Hystad P, Brenner DR, Friedenreich CM, King WD, Team CS. Estimates of the current and future burden of lung cancer attributable to PM2. 5 in Canada. Prev Med. 2019;122:91–9.

    Article  Google Scholar 

  15. Chang YS, You BJ, Kim HE. Dynamic Trends of Fine Particulate Matter Exposure Among 190 Countries. Gachon Center of Convergence Research, Working Paper Series. 2019;6.

  16. Kim W, Jeong S-C, Shin C-y, Song M-K, Cho Y, Lim J-h, Gye MC, Ryu J-C. A study of cytotoxicity and genotoxicity of particulate matter (PM 2.5) in human lung epithelial cells (A549). Mol Cell Toxicol. 2018;14(2):163–72.

    Article  CAS  Google Scholar 

  17. Fard RF, Naddafi K, Yunesian M, Nodehi RN, Dehghani MH, Hassanvand MS. The assessment of health impacts and external costs of natural gas-fired power plant of Qom. Environ Sci Pollut Res. 2016;23(20):20922–36.

    Article  Google Scholar 

  18. Kim JJ, Axelrad DA, Dockins C. Preterm birth and economic benefits of reduced maternal exposure to fine particulate matter. Environ Res. 2019;170:178–86.

    Article  CAS  Google Scholar 

  19. Yang S, Fang D, Chen B. Human health impact and economic effect for PM2. 5 exposure in typical cities. Appl Energy. 2019;249:316–25.

    Article  CAS  Google Scholar 

  20. Lary D, Lary T, Sattler B. Using machine learning to estimate global PM2. 5 for environmental health studies. Environ health insights. 2015;9:EHI. S15664.

    Google Scholar 

  21. Volk HE, Hertz-Picciotto I, Delwiche L, Lurmann F, McConnell R. Residential proximity to freeways and autism in the CHARGE study. Environ Health Perspect. 2011;119(6):873–7.

    Article  Google Scholar 

  22. Tong L, Li K, Zhou Q. Season, sex and age as modifiers in the association of psychosis morbidity with air pollutants: a rising problem in a Chinese metropolis. Sci Total Environ. 2016;541:928–33.

    Article  CAS  Google Scholar 

  23. Signorelli SS, Oliveri Conti G, Zanobetti A, Baccarelli A, Fiore M, Ferrante M. Effect of particulate matter-bound metals exposure on prothrombotic biomarkers: A systematic review. Environ Res. 2019;177:108573.

    Article  CAS  Google Scholar 

  24. CALDERon-GARCIDUEnas L, Reed W, Maronpot RR, Henriquez-Roldán C, Delgado-Chavez R, CALDERon-GARCIDUEnas A, Dragustinovis I, Franco-Lira M, Aragón-Flores M, Solt AC. Brain inflammation and Alzheimer’s-like pathology in individuals exposed to severe air pollution. Toxicol Pathol. 2004;32(6):650–8.

    Article  Google Scholar 

  25. Davoudi M, Barjasteh-Askari F, Amini H, Lester D, Mahvi AH, Ghavami V, Ghalhari MR. Association of suicide with short-term exposure to air pollution at different lag times: A systematic review and meta-analysis. Science of the total environment. 2021:144882.

  26. Obaidullah M, Dyakov I, Peeters L, Bram S, De Ruyck J. Comparison of particle emissions from enclosed parking garages and streets. GNEST. 2013;15:457–65.

    CAS  Google Scholar 

  27. Liu Z, Yin H, Ma S, Jin G, Gao J, Ding W. On-site assessments on variations of PM2. 5, PM10, CO2 and TVOC concentrations in naturally ventilated underground parking garages with traffic volume. Environ Pollut. 2019;247:626–37.

    Article  CAS  Google Scholar 

  28. Rezaali M, Fouladi-Fard R, Mojarad H, Sorooshian A, Mahdinia M, Mirzaei N. A wavelet-based random forest approach for indoor BTEX spatiotemporal modeling and health risk assessment. Environ Sci Pollut Res. 2021;28(18):22522–35.

    Article  CAS  Google Scholar 

  29. Il’ina T, Isaeva V, editors. Economic Feasibility of Ventilation Cleaning Emissions in Underground Parkings. J Phys: Conf Ser; 2018.

    Google Scholar 

  30. Oh H-J, Sohn J-R, Roh J-S, Kim J. Exposure to respirable particles and TVOC in underground parking garages under different types of ventilation and their associated health effects. Air Qual Atmos Health. 2020;13(3):297–308.

    Article  CAS  Google Scholar 

  31. Jaafari J, Naddafi K, Yunesian M, Nabizadeh R, Hassanvand MS, Ghozikali MG, Nazmara S, Shamsollahi HR, Yaghmaeian K. Study of PM10, PM2. 5, and PM1 levels in during dust storms and local air pollution events in urban and rural sites in Tehran. Human and ecological risk assessment: An International Journal. 2018;24(2):482 – 93.

  32. Hassanvand MS, Naddafi K, Faridi S, Arhami M, Nabizadeh R, Sowlat MH, Pourpak Z, Rastkari N, Momeniha F, Kashani H. Indoor/outdoor relationships of PM10, PM2. 5, and PM1 mass concentrations and their water-soluble ions in a retirement home and a school dormitory. Atmos Environ. 2014;82:375–82.

    Article  CAS  Google Scholar 

  33. Mohammed NI, Othman N, Baharuddin KB, editors. Air quality profile in an enclosed car park. Applied Mechanics and Materials; 2014. Trans Tech Publ.

  34. DeGaetano AT, Doherty OM. Temporal, spatial and meteorological variations in hourly PM2.5 concentration extremes in New York City. Atmos Environ. 2004;38(11):1547–58.

    Article  CAS  Google Scholar 

  35. Hernandez G, Berry T-A, Wallis S, Poyner D. Temperature and humidity effects on particulate matter concentrations in a sub-tropical climate during winter. 2017.

  36. Khazaei M, Mahvi AH, Fard RF, Izanloo H, Yavari Z, Tashayoei HR. Dental caries prevalence among Schoolchildren in Urban and Rural areas of Qom Province, Central part of Iran. Middle-East J Sci Res. 2013;18(5):584–91.

    Google Scholar 

  37. Fahiminia M, Fard RF, Ardani R, Naddafi K, Hassanvand M, Mohammadbeigi A. Indoor radon measurements in residential dwellings in Qom. Iran Int J radiation Res. 2016;14(4):331.

    Article  Google Scholar 

  38. Marć M, Śmiełowska M, Zabiegała B. Concentrations of monoaromatic hydrocarbons in the air of the underground car park and individual garages attached to residential buildings. Sci Total Environ. 2016;573:767–77.

    Article  Google Scholar 

  39. Sun Y, He Y, Kuang Y, Xu W, Song S, Ma N, Tao J, Cheng P, Wu C, Su H. Chemical Differences Between PM1 and PM2. 5 in Highly Polluted Environment and Implications in Air Pollution Studies. Geophys Res Lett. 2020;47(5):e2019GL086288.

    Article  CAS  Google Scholar 

  40. Chen G, Knibbs LD, Zhang W, Li S, Cao W, Guo J, Ren H, Wang B, Wang H, Williams G. Estimating spatiotemporal distribution of PM1 concentrations in China with satellite remote sensing, meteorology, and land use information. Environ Pollut. 2018;233:1086–94.

    Article  CAS  Google Scholar 

  41. Yang B-Y, Guo Y, Morawska L, Bloom MS, Markevych I, Heinrich J, Dharmage SC, Knibbs LD, Lin S, Yim SH-L. Ambient PM1 air pollution and cardiovascular disease prevalence: Insights from the 33 Communities Chinese Health Study. Environ Int. 2019;123:310–7.

    Article  CAS  Google Scholar 

  42. Argunhan Z, Avci AS. Statistical evaluation of indoor air quality parameters in classrooms of a university. Advances in Meteorology. 2018;2018.

  43. Sentian J, Ngoh L. (NO2) And Particulates (PM10 And PM2. 5) Levels In Underground And Elevated Car Parks In Kota Kinabalu City. WIT Transactions on Ecology and the Environment. 2004;74.

  44. Jo W-K, Lee J-Y. Indoor and outdoor levels of respirable particulates (PM10) and carbon monoxide (CO) in high-rise apartment buildings. Atmos Environ. 2006;40(32):6067–76.

    Article  CAS  Google Scholar 

Download references

Acknowledgements

The authors would like to appreciate the Research Center for Environmental Pollutants of the Qom University of Medical Science (grant number: 96899) for providing financial support for this research. The authors would like to extend their appreciation to Mostafa Rezaali for reviewing the manuscript.

Funding

This work was supported by the Research Center for Environmental Pollutants of the Qom University of Medical Science.

Author information

Authors and Affiliations

Authors

Contributions

Nayereh Rezaei Rahimi: Conceptualization, Methodology, Validation, ,Writing - original draft, Writing - review & editing. Reza Fouladi-Fard: Conceptualization, Methodology, review & editing, Writing - original draft, Supervision, Project administration. Mohammad Rezvani Ghalhari: Conceptualization, Writing - original draft, Writing - review & editing. Hasan Mojarrad: Sampling, Methodology. Ahmadreza Yari: Methodology, Conceptualization, Writing - original draft. Mohammad Mahdi Farajollahi: Writing - original draft, review & editing. Amir Hamta: Methodology, Conceptualization. Maria Fiore: Methodology, Conceptualization, Writing - original draft.

Corresponding author

Correspondence to Reza Fouladi-Fard.

Ethics declarations

Ethical approval

Not applicable.

Consent to participate

Not applicable.

Consent to Publish

Not applicable.

Competing interests

The authors of this article declare that they have no conflict of interests.

Additional information

Publisher’s Note

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

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary Material 1

Rights and permissions

Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Rezaei Rahimi, N., Fouladi-Fard, R., Rezvani Ghalhari, M. et al. The links between microclimatic and particulate matter concentration in a multi-storey car parking: a case study iran. J Environ Health Sci Engineer 20, 775–783 (2022). https://doi.org/10.1007/s40201-022-00818-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40201-022-00818-x

Keywords

Navigation