Skip to main content
Log in

Benzene emissions from gas station clusters: a new framework for estimating lifetime cancer risk

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

Abstract

Purpose

During gas station operation, unburned fuel can be released to the environment through distribution, delivery, and storage. Due to the toxicity of fuel compounds, setback distances have been implemented to protect the general population. However, these distances treat gasoline sales volume as a categorical variable and only account for the presence of a single gas station and not clusters, which frequently occur. This paper introduces a framework for recommending setback distances for gas station clusters based on estimated lifetime cancer risk from benzene exposure.

Methods

Using the air quality dispersion model AERMOD, we simulated levels of benzene released to the atmosphere from single and clusters of generic gas stations and the associated lifetime cancer risk under meteorological conditions representative of Albany, New York.

Results

Cancer risk as a function of distance from gas station(s) and as a continuous function of total sales volume can be estimated from an equation we developed. We found that clusters of gas stations have increased cancer risk compared to a single station because of cumulative emissions from the individual gas stations. For instance, the cancer risk at 40 m for four gas stations each dispensing 1 million gal/year is 9.84 × 10−6 compared to 2.45 × 10−6 for one gas station.

Conclusion

The framework we developed for estimating cancer risk from gas station(s) could be adopted by regulatory agencies to make setback distances a function of sales volume and the number of gas stations in a cluster, rather than on a sales volume category.

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

Data availability

All data and material are publicly available.

References

  1. U.S. Energy Information Administration (EIA), "U.S. Product Supplied of Finished Motor Gasoline," Washington, DC: U.S. Energy Infromation Administration, 2019. [Online]. Available: https://www.eia.gov/dnav/pet/hist/LeafHandler.ashx?n=pet&s=mgfupus1&f=m.

  2. Census. U.S., World Population Clock. United States Census Bureau, U.S. Department of Commerce. 2009.

  3. Hilpert M, Breysse PN. Infiltration and evaporation of small hydrocarbon spills at gas stations. J Contam Hydrol. 2014;170:39–52. https://doi.org/10.1016/j.jconhyd.2014.08.004.

    Article  CAS  Google Scholar 

  4. Hilpert M, Mora BA, Ni J, Rule AM, Nachman KE. Hydrocarbon Release During Fuel Storage and Transfer at Gas Stations: Environmental and Health Effects. Curr Environ Health Rep. 2015;2(4):412–22. https://doi.org/10.1007/s40572-015-0074-8.

    Article  CAS  Google Scholar 

  5. Mora BA, Hilpert M. Differences in Infiltration and Evaporation of Diesel and Gasoline Droplets Spilled onto Concrete Pavement, Sustainability (Switzerland). 2017; 9: https://doi.org/10.3390/su9071271.

  6. Morgester JJ, Fricker RL, Jordan GH. Comparison of Spill Frequencies and Amounts at Vapor Recovery and Conventional Service Stations in California. J Air Waste Manage Assoc. 1992;42(3):284–9. https://doi.org/10.1080/10473289.1992.10466991.

    Article  CAS  Google Scholar 

  7. Agency for Toxic Substances and Disease Registry (ATSDR), "Interaction profile for benzene, toluene, ethylbenzene, and xylenes (BTEX)," Atlanta, GA: U.S. Department of Health and Human Services, Public Health Service, 2004.

  8. Crossin R, Lawrence AJ, Andrews ZB, Churilov L, Duncan JR. Growth changes after inhalant abuse and toluene exposure: a systematic review and meta-analysis of human and animal studies," (in eng). Hum Exp Toxicol. 2019;38(2):157–72. https://doi.org/10.1177/0960327118792064.

    Article  CAS  Google Scholar 

  9. Varjani SJ, Gnansounou E, Pandey A. Comprehensive review on toxicity of persistent organic pollutants from petroleum refinery waste and their degradation by microorganisms. Chemosphere. 2017;188:280–91. https://doi.org/10.1016/j.chemosphere.2017.09.005.

    Article  CAS  Google Scholar 

  10. IARC. International Agency for Research on Cancer (IARC) monographs on the evaluation of carcinogenic risks to humans. vol. 100F, 2012. [Online]. Available: http://monographs.iarc.fr/ENG/Monographs/vol100F/.

  11. Lan Q, et al. Hematotoxicity in workers exposed to low levels of benzene," (in eng). Science (New York, NY). 2004;306(5702):1774–6. https://doi.org/10.1126/science.1102443.

    Article  CAS  Google Scholar 

  12. Morales Terrés IM, Miñarro MD, Ferradas EG, Caracena AB, Rico JB. Assessing the impact of petrol stations on their immediate surroundings. J Environ Manag. 2010;91(12):2754–62. https://doi.org/10.1016/j.jenvman.2010.08.009.

    Article  Google Scholar 

  13. Jo WK, Oh JW. Exposure to methyl tertiary butyl ether and benzene in close proximity to service stations," (in eng). J Air Waste Manag Assoc (1995). 2001;51(8):1122–8. https://doi.org/10.1080/10473289.2001.10464339.

    Article  CAS  Google Scholar 

  14. Jo W-K, Moon K-C. Housewives’ exposure to volatile organic compounds relative to proximity to roadside service stations. Atmos Environ. 1999;33(18):2921–8. https://doi.org/10.1016/S1352-2310(99)00097-7.

    Article  CAS  Google Scholar 

  15. Correa SM, Arbilla G, Marques MRC, Oliveira KMPG. The impact of BTEX emissions from gas stations into the atmosphere. Atmospher Pollut Res. 2012;3(2):163–9. https://doi.org/10.5094/APR.2012.016.

    Article  CAS  Google Scholar 

  16. Hajizadeh Y, et al. Trends of BTEX in the central urban area of Iran: A preliminary study of photochemical ozone pollution and health risk assessment. Atmospher Pollut Res. 2018;9(2):220–9. https://doi.org/10.1016/j.apr.2017.09.005.

    Article  CAS  Google Scholar 

  17. Hicklin W, Farrugia PS, Sinagra E. Investigations of VOCs in and around buildings close to service stations. Atmos Environ. 2018;172:93–101. https://doi.org/10.1016/j.atmosenv.2017.10.012.

    Article  CAS  Google Scholar 

  18. Barros N, et al. Environmental and biological monitoring of benzene, toluene, ethylbenzene and xylene (BTEX) exposure in residents living near gas stations. J Toxic Environ Health A. 2019;82(9):550–63. https://doi.org/10.1080/15287394.2019.1634380.

    Article  CAS  Google Scholar 

  19. Infante PF. Residential proximity to gasoline stations and risk of childhood leukemia. Am J Epidemiol. 2017;185(1):1–4. https://doi.org/10.1093/aje/kww130.

    Article  Google Scholar 

  20. Steffen C, Auclerc MF, Auvrignon A, Baruchel A, Kebaili K, Lambilliotte A, et al. Acute childhood leukaemia and environmental exposure to potential sources of benzene and other hydrocarbons; a case-control study," (in eng). Occup Environ Med. 2004;61(9):773–8. https://doi.org/10.1136/oem.2003.010868.

    Article  CAS  Google Scholar 

  21. Brosselin P, et al. Acute childhood leukaemia and residence next to petrol stations and automotive repair garages: the ESCALE study (SFCE). Occup Environ Med. 2009;66(9):598–606. https://doi.org/10.1136/oem.2008.042432.

  22. Harrison RM, Leung PL, Somervaille L, Smith R, Gilman E. Analysis of incidence of childhood cancer in the west midlands of the United Kingdom in relation to proximity to main roads and petrol stations," (in eng). Occup Environ Med. 1999;56(11):774–80. https://doi.org/10.1136/oem.56.11.774.

    Article  CAS  Google Scholar 

  23. Baghani AN, et al. A case study of BTEX characteristics and health effects by major point sources of pollution during winter in Iran," (in eng). Environ Pollut (Barking, Essex : 1987). 2019;247:607–17. https://doi.org/10.1016/j.envpol.2019.01.070.

    Article  CAS  Google Scholar 

  24. California Air Pollution Control Officers Association (CAPCOA), "Gasoline Service Station Industrywide Risk Assessment Guidelines," Toxics Committee of the California Air Pollution Control Officers Association (CAPCOA), 1997.

  25. Wu B-Z, Hsieh L-L, Chiu K-H, Sree U, Lo J-G. Determination and impact of volatile organics emitted during rush hours in the ambient air around gasoline stations. J Air Waste Manage Assoc. 2006;56(9):1342–8. https://doi.org/10.1080/10473289.2006.10464589.

    Article  CAS  Google Scholar 

  26. CalEPA. Air quality and land use handbook: a community health perspective. California Environmental Protection Agency & California Air Resources Board. 2005.

  27. Mohai P, Kweon B-S. Michigan school siting guidelines: taking the environment into account. University of Michigan. 2020. [Online]. Available: https://deepblue.lib.umich.edu/handle/2027.42/156009.

  28. Montgomery. Zoning text amendments: filling station - use standards ZTA-15-07. Montgomery County Council. 2015. [Online]. Available: https://www.montgomerycountymd.gov/COUNCIL/Resources/Files/zta/2015/20151201_18-07.pdf.

  29. Hilpert M, Rule AM, Adria-Mora B, Tiberi T. Vent pipe emissions from storage tanks at gas stations: Implications for setback distances. Sci Total Environ. 2019;650:2239–50. https://doi.org/10.1016/j.scitotenv.2018.09.303.

    Article  CAS  Google Scholar 

  30. NOAA/ESRL. NOAA/ESRL Radiosonde Database. [Online]. Available: https://ruc.noaa.gov/raobs/. Accessed 3 Nov 2018

  31. EPA. User's Guide for the AMS/EPA Regulatory Model (AERMOD). vol. EPA-454/B-19-027, 2019.

  32. EPA. User’s Guide for the AERMOD Meteorological Preprocessor (AERMET). vol. EPA-454/B-19-028, 2019.

  33. Cimorelli AJ, Perry SG, Venkatram A, Weil JC, Paine RJ, Wilson RB, Lee RF, Peters WD , Brode RW, Paumier JO. AERMOD: description of model formulation. U.S. Environmental Protection Agency, Office of Air Quality Planning and Standards, Emissions Monitoring and Analysis Division, vol. EPA-454/R-03-004, 2004. [Online]. Available: https://www3.epa.gov/scram001/7thconf/aermod/aermod_mfd.pdf.

  34. Perry SG, et al. AERMOD: A Dispersion Model for Industrial Source Applications. Part II: Model Performance against 17 Field Study Databases. J Appl Meteorol. 2005;44(5):694–708. https://doi.org/10.1175/JAM2228.1.

    Article  Google Scholar 

  35. Environmental Protection Agency (EPA), "Air Quality: Widespread Use for Onboard Refueling Vapor Recovery and Stage II Waiver. 2012; 77: 95.

  36. EPA. Gasoline mobile source air toxics. U.S. Environmental Protection Agency. https://www.epa.gov/gasoline-standards/gasoline-mobile-source-air-toxics (accessed.).

  37. EPA. Risk assessment guidance for superfund volume I: human health evaluation manual (Part F, Supplemental Guidance for Inhalation Risk Assessment. vol. EPA-540-R-070-002, 2009.

  38. Seinfeld JH, Pandis SN. Atmospheric chemistry and physics: from air pollution to climate change. Hoboken: Wiley; 2016.

    Google Scholar 

  39. Poirier L, Vora K.. Top-100 Countries Ranked by. Standards for gasoline benzene limits al fuel.. Hart Energy Consulting, 2009. [Online]. Available: http://environmentportal.in/files/Gasoline%20benzene%20limits.pdf.

  40. Gentner DR, Harley RA, Miller AM, Goldstein AH. Diurnal and Seasonal Variability of Gasoline-Related Volatile Organic Compound Emissions in Riverside, California. Environ Sci Technol. 2009;43(12):4247–52. https://doi.org/10.1021/es9006228.

    Article  CAS  Google Scholar 

  41. Zimmerman N, et al. Field Measurements of Gasoline Direct Injection Emission Factors: Spatial and Seasonal Variability. Environ Sci Technol. 2016;50(4):2035–43. https://doi.org/10.1021/acs.est.5b04444.

    Article  CAS  Google Scholar 

  42. Chin J-Y, Batterman SA. VOC composition of current motor vehicle fuels and vapors, and collinearity analyses for receptor modeling. Chemosphere. 2012;86(9):951–8. https://doi.org/10.1016/j.chemosphere.2011.11.017.

    Article  CAS  Google Scholar 

Download references

Funding

MH was partially supported by National Institute of Environmental Health Sciences grant P30 ES009089, and JAS was supported by National Institute of Environmental Health Sciences grant T32 ES007322. The funding sources had no involvement in the study design; collection, analysis, and interpretation of data; report writing; or the decision to submit for publication.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jenni A. Shearston.

Ethics declarations

Conflicts of interest/Competing interests

The authors declare they have no conflict of interest.

Code availability

Code available upon request.

Ethics approval

This study does not involve human subjects.

Additional information

Publisher’s note

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

Supplementary Information

ESM 1

(DOCX 55 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hsieh, P.Y., Shearston, J.A. & Hilpert, M. Benzene emissions from gas station clusters: a new framework for estimating lifetime cancer risk. J Environ Health Sci Engineer 19, 273–283 (2021). https://doi.org/10.1007/s40201-020-00601-w

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40201-020-00601-w

Keywords

Navigation