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Occurrence, source apportionment, and potential human health risks of metal(loid)s and PAHs in dusts from driving school campuses in an urban area of Henan, China

  • Yinan Chen
  • Jianhua MaEmail author
  • Haijing Duan
  • Changhong Miao
Research Article
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Abstract

Concentrations, health risks, and sources of 9 metal(loid)s (As, Cd, Co, Cr, Cu, Hg, Ni, Pb, and Zn) and 16 PAHs in dusts collected from the 29 driving school campuses in the urban area of Kaifeng, Henan Province, China, were evaluated. The health risks due to exposure to these pollutants in dusts were assessed under three different scenarios (working for 10 years, 20 years, and 30 years in driving schools), using the health risk assessment model developed by US EPA. The results indicated that the mean concentrations for As, Cd, Cr, Cu, Hg, Pb, and Zn were higher than the local dust background except Co and Ni. The total PAH concentrations ranged from 198.21 to 3 400.89 μg kg−1, with a mean value of 908.72 μg kg−1. The dominant components were the two and three member-ring PAHs, accounting for 55.79% of the ∑PAHs, while PAHs with four to six member-rings accounted for 44.21% of total PAHs. The non-cancer risks of metal(loid)s in most samples were within the safe range except for two samples, with Pb as the major non-carcinogenic risk factor. The cancer risks of As, Cd, Cr, and Ni were also within the currently acceptable range except for one sample under two scenarios (working for 20a and 30a in a driving school). The cancer risks of PAHs in most samples were within the safe range except for one sample under scenario 3. The source identification results demonstrated that Pb, Zn, Cu, and Cd in the driving school dusts are mainly affected by the emission of driving-school vehicles. For PAHs, the typical driving school vehicle emissions were predominated by Phe and Ant, followed by Flu, Pyr, BkF, and Nap. The concentrations and health risks of the metal(loid)s and PAHs in the dusts were not significantly related to the driving school operation time or vehicle density, but closely related to the surrounding environments and the historical land uses of driving schools.

Keywords

Metal(loid)s PAHs Health risk Pollution sources Driving school dust 

Notes

Acknowledgments

We thank Prof. Chaosheng Zhang for his kind help and advice.

Funding information

This work was financially supported by the “National Natural Science Foundation of China (No. 41171409, 41430637)”, “Major Project of the Key Research Base of Human Science, National Educational Ministry of China (No. 12JJD790023)”, Henan Postdoctoral Sustentation Fund (2018), China and  Key Research Projects of Universities in Henan Province (17A790009).

References

  1. Abrahams PW (2002) Soils: their implications to human health. Sci Total Environ 291:1–32CrossRefGoogle Scholar
  2. Al-Khashman OA (2007) The investigation of metal concentrations in street dust samples in Aqaba City, Jordan. Environ Geochem Health 29:197–207CrossRefGoogle Scholar
  3. Apeagyei E, Bank, M.S., Spengler JD (2011) Distribution of heavy metals in road dust along an urban-rural gradient in Massachusetts. Atmos Environ 45:2310–2323CrossRefGoogle Scholar
  4. Begy RC, Preoteasa L, Timar-Gabor A, Mihăiescu R, Tănăselia C, Kelemen S, Simon H (2016) Sediment dynamics and heavy metal pollution history of the Cruhlig Lake (Danube Delta, Romania). J Environ Radioact 153:167–175CrossRefGoogle Scholar
  5. Boström C-E, Gerde P, Hanberg A, Jernström B, Johansson C, Kyrklund T (2002) Cancer risk assessment, indicators, and guidelines for polycyclic aromatic hydrocarbons in the ambient air. Environ Health Perspect 110:451–488Google Scholar
  6. Brummelen TCV, Verweij RA, Wedzinga SA, Gestel CAMV (1996) Enrichment of polycyclic aromatic hydrocarbons in forest soils near a blast furnace plant. Chemosphere 32:293–314CrossRefGoogle Scholar
  7. Bucheli TD, Blum F, Desaules A, Gustafsson O (2004) Polycyclic aromatic hydrocarbons, black carbon, and molecular markers in soils of Switzerland. Chemosphere. 56:1061–1076CrossRefGoogle Scholar
  8. Cao JJ, Shen ZX, Chow JC (2012) Winter and summer PM2.5 chemical compositions in fourteen Chinese cities. J Air Waste Manage Assoc 62:1214–1226CrossRefGoogle Scholar
  9. Chen WF, Ni JZ, Yang HY, Ran W (2010) Concentrations and sources of PAHs in the street dust of Fuzhou city. Res Environ Sci 23:177–183 (In Chinese)Google Scholar
  10. Chen YF, Ma JH, Dong YW, Liu DX, Chen X (2014) Background values of As and Hg in surface dusts in the vicinity of Kaifeng city and their application. Environ Sci 35:3052–3059 (in Chinese)Google Scholar
  11. Darus FM, Nasir RA, Sumari SM, Ismail ZS, Omar NA (2012) Heavy metals composition of indoor dust in nursery schools building. Procedia Soc Behav Sci 38:169–175CrossRefGoogle Scholar
  12. Dong YW (2012) Background values of heavy metal in surface dust in the vicinity of Kaifeng and their application. Henan University, Kaifeng (in Chinese)Google Scholar
  13. Duan HJ, Cai XQ, Ruan XL, Tong ZQ, Ma JH (2015) Assessment of heavy metal pollution and its health risk of surface dusts from parks of Kaifeng, China. J Environ Sci 36:2972–2980 (in Chinese)Google Scholar
  14. Dudhagara DR, Rajpara RK, Bhatt JK, Gosai HB, Sachaniya BK, Dave BP (2016) Distribution, sources and ecological risk assessment of pahs in historically contaminated surface sediments at Bhavnagar coast, Gujarat, India. Environ Pollut 213:338–346CrossRefGoogle Scholar
  15. Feng JL, Liu SH, Shen JH, Li XY, Sun JH (2013) Pollution characteristics and source appointment of polycyclic aromatic hydrocarbons (PAHs) in road dust from Xinxiang. Environ Chem 32:630–639Google Scholar
  16. Ferreira-Baptista L, Miguel DE (2005) Geochemistry and risk assessment of street dust in Luanda, Angola: a tropical urban environment. Atmos Environ 39:4501–4512CrossRefGoogle Scholar
  17. Franco CFJ, de Resende MF, de Almeida Furtado L (2017) Polycyclic aromatic hydrocarbons (PAHs) in street dust of Rio de Janeiro and Niterói, Brazil: particle size distribution, sources and cancer risk assessment. Sci Total Environ 599-600:305–313CrossRefGoogle Scholar
  18. García-Ordiales E, Esbrí JM, Covelli S, Lópezberdonces MA, Higueras PL, Loredo J (2016) Heavy metal contamination in sediments of an artificial reservoir impacted by long-term mining activity in the Almadén mercury district (spain). Environ Sci Pollut Res 23:6024–6038CrossRefGoogle Scholar
  19. Glorennec P, Lucas JP, Mandin C, Le BB (2012) French children’s exposure to metals via ingestion of indoor dust, outdoor playground dust and soil: contamination data. Environ Int 45:129–134CrossRefGoogle Scholar
  20. Gulan L, Milenkovic B, Zeremski T, Milic G, Vuckovic B (2017) Persistent organic pollutants, heavy metals and radioactivity in the urban soil of Priština City, Kosovo and Metohija. Chemosphere. 171:415–426CrossRefGoogle Scholar
  21. Gurung A, Bell ML (2013) The state of scientific evidence on air pollution and human health in nepal. Environ Res 124:54–64CrossRefGoogle Scholar
  22. Hjortenkrans D, Bergbãck B, Hãggerud A (2006) New metal emission patterns in road traffic environments. Environ Monit Assess 117:85–98CrossRefGoogle Scholar
  23. Jakovljevic I, Pehnec G, Vadjic V, Sisovic A, Davila S, Beslic I (2015) Carcinogenic activity of polycyclic aromatic hydrocarbons bounded on particle fraction. Environ Sci Pollut Res 22:15931–15940CrossRefGoogle Scholar
  24. Järup L (2003) Hazards of heavy metal contamination. Br Med Bull 68:167–182CrossRefGoogle Scholar
  25. Johansson I, Van BB (2003) Polycyclic aromatic hydrocarbons in weathered bottom ash from incineration of municipal solid waste. Chemosphere. 53:123–128CrossRefGoogle Scholar
  26. Keyvan A, Mohammad P, Meisam RM, Ata S, Shakhawan KR, Dlband IH (2018) Contamination, health risk, mineralogical and morphological status of street dusts- case study: Erbil metropolis, Kurdistan Region-Iraq. Environ Pollut 243:1568–1157CrossRefGoogle Scholar
  27. Khairy MA, Barakat AO, Mostafa AR, Wade TL (2011) Multi element determination by flame atomic absorption of road dust samples in Delta Region, Egypt. Microchem J 97:234–242CrossRefGoogle Scholar
  28. Knafla A, Phillipps KA, Brecher RW, Petrovic S, Richardson M (2006) Development of a dermal cancer slope factor for benzo[a]pyrene. Regul Toxicol Pharmacol 45:159–168CrossRefGoogle Scholar
  29. Kong S, Lu B, Ji Y, Zhao X, Chen L, Li Z, Han B, Bai Z (2011) Levels, risk assessment and sources of PM10 fraction heavy metals in four types dust from a coal-based city. Microchem J 98:280–290CrossRefGoogle Scholar
  30. Kumar M, Furumai H, Kurisu F, Kasuga I (2013) Tracing source and distribution of heavy metals in road dust, soil and soakaway sediment through speciation and isotopic fingerprinting. Geoderma. 211–212:8–17CrossRefGoogle Scholar
  31. Le T, Nguyen MT, Go S (2014) Aryl hydrocarbon receptor mediated activities in road dust from a metropolitan area, Hanoi—Vietnam: contribution of polycyclic aromatic hydrocarbons (PAHs) and human risk assessment. Sci Total Environ 491–492:246–254Google Scholar
  32. Lee PK, Choi BY, Kang MJ (2015) Assessment of mobility and bio-availability of heavy metals in dry depositions of Asian dust and implications for environmental risk. Chemosphere. 119:1411–1421CrossRefGoogle Scholar
  33. Legret M, Pagotto C (1999) Evaluation of pollutant loadings in the runoff waters from a major rural highway. Sci Total Environ 235:143–150CrossRefGoogle Scholar
  34. Li ZP (2012) Characteristics and risk analysis of street dust pollution in country town of Chongqing. Doctoral Dissertation of Southwestern University (In Chinese), ChongqingGoogle Scholar
  35. Li HY, Shi AB, Zhang XR (2015) Particle size distribution and characteristics of polycyclic aromatic hydrocarbons during a heavy haze episode in Nanjing, China. Particuology. 18:127–134CrossRefGoogle Scholar
  36. Liang J, Fang H, Wu L, Zhang T, Wang X (2016) Characterization, distribution, and source analysis of metals and polycyclic aromatic hydrocarbons (PAHs) of atmospheric bulk deposition in Shanghai, China. Water Air Soil Pollut 227:1–14CrossRefGoogle Scholar
  37. Liao CM, Chiang KC (2006) Probabilistic risk assessment for personal exposure to carcinogenic polycyclic aromatic hydrocarbons in Taiwanese temples. Chemosphere. 63:1610–1619CrossRefGoogle Scholar
  38. Lim HS, Lee JS, Chon HT, Sager M (2008) Heavy metal contamination and health risk assessment in the vicinity of the abandoned Songcheon au-ag mine in Korea. J Geochem Explor 96:223–230CrossRefGoogle Scholar
  39. Liu F, Xu Y, Liu J, Liu D, Li J, Zhang G, Li XD, Zou S, Lai S (2013) Atmospheric deposition of polycyclic aromatic hydrocarbons (PAHs) to a coastal site of Hong Kong, South China. Atmos Environ 69:265–272CrossRefGoogle Scholar
  40. Lv JS, Zhang ZL, Liu Y, Dai JR, Wang X, Wang MX (2012) Sources identification and hazardous risk delineation of heavy metals contamination in Rizhao city. Acta Geograph Sin 67:971–984 (in Chinese)Google Scholar
  41. Maas S, Scheifler R, Benslama M, Crini N, Lucot E, Brahmia Z, Benyacoub S, Giraudoux P (2010) Spatial distribution of heavy metal concentrations in urban, suburban and agricultural soils in a Mediterranean city of Algeria. Environ Pollut 158:2294–2301CrossRefGoogle Scholar
  42. Mantis J, Chaloulakou A, Samara C (2005) PM10-bound polycyclic aromatic hydrocarbons (PAHs) in the Greater Area of Athens, Greece. Chemosphere. 59:593–604CrossRefGoogle Scholar
  43. Marta O, Klara S, Cristina DM, Maria CP, Simone M (2019) Children environmental exposure to particulate matter and polycyclic aromatic hydrocarbons and biomonitoring in school environments: a review on indoor and outdoor exposure levels, major sources and health impacts. Environ Int 124:180–204CrossRefGoogle Scholar
  44. Mesquita SR, van Drooge BL, Reche C, Guimarães L, Grimalt JO, Barata C (2014) Toxic assessment of urban atmospheric particle-bound pahs: relevance of composition and particle size in barcelona (spain). Environ Pollut 184:555–562CrossRefGoogle Scholar
  45. Mielke HW (2005) Lead’s toxic urban legacy and children's health. Geotimes. 50:22–26Google Scholar
  46. Mohsen S, Loretta YL, Mahdiyeh S (2012) Heavy metals and polycyclic aromatic hydrocarbons: pollution and ecological risk assessment in street dust of Tehran. J Hazard Mater 227–228:9–17Google Scholar
  47. Peng C, Wang ME, Liao XL (2010) Distribution and risk assessment of polycyclic aromatic hydrocarbons in urban soils, a review. Chin J Appl Ecol 21:514–522 (in Chinese)Google Scholar
  48. Peng C, Chen W, Liao X, Wang M, Ouyang Z, Jiao W, Bai Y (2011) Polycyclic aromatic hydrocarbons in urban soils of Beijing: status, sources, distribution and potential risk. Environ Pollut 159:802–808CrossRefGoogle Scholar
  49. Shi GT, Chen ZL, Zhang C, Cheng C, Li LN, Bi CJ, Shen J, Xu SY (2008) Mercury accumulation in soil, vegetable and road dust in upper reach of Huangpu river basin. Environ Chem 100–104 (in Chinese)Google Scholar
  50. Soltani N, Keshavarzi B, Moore F, Tavakol T, Lahijanzadeh AR, Jaafarzadeh N, Kermani M (2015) Ecological and human health hazards of heavy metals and polycyclic aromatic hydrocarbons (PAHs) in road dust of Isfahan metropolis, Iran. Sci Total Environ 505:712–723CrossRefGoogle Scholar
  51. Stajic JM, Milenkovic B, Pucarevic M, Stojic N, Vasiljević I, Nikezic D (2016) Exposure of school children to polycyclic aromatic hydrocarbons, heavy metals and radionuclides in the urban soil of Kragujevac City, Central Serbia. Chemosphere 146:68–74CrossRefGoogle Scholar
  52. Sun J, Shen ZX, Zhang LM, Lei Y, Gong X, Zhang Q (2019) Chemical source profiles of urban fugitive dust PM2.5 samples from 21 cities across China. Sci Total Environ 649:1045–1053CrossRefGoogle Scholar
  53. Thouron L, Seigneur C, Kim Y, Legorgeu C, Roustan Y, Bruge B (2017) Simulation of trace metals and PAH atmospheric pollution over Greater Paris: concentrations and deposition on urban surfaces. Atmos Environ 167:360–376CrossRefGoogle Scholar
  54. Tobiszewski M, Namiesnik J (2012) PAH diagnostic ratios for the identification of pollution emission sources. Environ Pollut 162:110–119CrossRefGoogle Scholar
  55. Trujillo-González JM, Torres-Mora MA, Keesstra S, Brevik EC, Jiménez-Ballesta R (2016) Heavy metal accumulation related to population density in road dust samples taken from urban sites under different land uses. Sci Total Environ 553:636–642CrossRefGoogle Scholar
  56. US EPA (1996) Soil screening guidance: technical background document. Office of solid waste and emergency response, Washington D CGoogle Scholar
  57. US EPA (2007) Method 3550C: ultrasonic extraction. US Environmental Protection Agency, Washington, DCGoogle Scholar
  58. US EPA (2011) Exposure Factor Handbook 2011 Edition EPA/600/R-090/052F. National Center for Environmental Assessment, Office of Research and Development, United States Environmental Protection Agency, Washington DC. Available from. https://cfpub.epa.gov/ncea/risk/recordisplay.cfm?deid = 236252
  59. USEPA (2013) Electronic code of Federal Regulations, title 40-protection of environment, part 423d steam electric power generating point source category. Appendix a to part 423-126, Priority pollutants. http://www.ecfr.gov/cgi-bin/textidx?c=ecfr&SID=b960051a53c9015d817718d71f1617b7&rgn=div5&view=text&node=4030.0.1.1.23&idno=40#40:30.0.1.1.23.0.5.9.9
  60. Wang M, Zhang H (2018) Accumulation of heavy metals in roadside soil in urban area and the related impacting factors. Int J Environ Res Public Health 15:1064CrossRefGoogle Scholar
  61. Wang Y, He HZ, Lin Y (2010) Distribution and ecological risk assessment of PAHs in road dust of Guiyang urban area. Journal of Huazhong Normal University (Natural Science) 46:483–487 (In Chinese)Google Scholar
  62. Wang W, Huang MJ, Kang Y, Wang HS, Leung AO, Cheung KC (2011a) Polycyclic aromatic hydrocarbons (PAHs) in urban surface dust of Guangzhou, China: status, sources and human health risk assessment. Sci Total Environ 409:4519–4527CrossRefGoogle Scholar
  63. Wang XY, Ma JH, Hou Q (2011b) Accumulation and health risk assessment of heavy metals in kindergarten surface dust in the city of Kaifeng. Acta Sci Circumst 31:583–593 (in Chinese)Google Scholar
  64. Wang XT, Miao Y, Zhang Y, Li YC, Wu MH, Yu G (2013) Polycyclic aromatic hydrocarbons (PAHs) in urban soils of the megacity Shanghai: occurrence, source apportionment and potential human health risk. Sci Total Environ 447:80–89CrossRefGoogle Scholar
  65. Wei B, Yang L (2010) A review of heavy metal contaminations in urban soils, urban road dusts and agricultural soils from China. Microchem J 94:99–107CrossRefGoogle Scholar
  66. Wei C, Bandowe B, Han Y, Cao J, Zhan C, Wilcke W (2015) Polycyclic aromatic hydrocarbons (PAHs) and their derivatives (alkyl-PAHs, oxygenated- PAHs, nitrated-PAHs and azaarenes) in urban road dusts from Xi’an, Central China. Chemosphere 134:512–520Google Scholar
  67. Wu SH, Zhou SL, Bao HJ, Chen DX, Wang CH, Li BJ, Tong GJ, Yuan YJ, Xu BG (2019) Improving risk management by using the spatial interaction relationship of heavy metals and PAHs in urban soil. J Hazard Mater 364:108–116CrossRefGoogle Scholar
  68. Xiong T, Dumat C, Pierart A, Shahid M, Kang Y, Li N, Laplanche C (2016) Measurement of metal bioaccessibility in vegetables to improve human exposure assessments: field study of soil–plant–atmosphere transfers in urban areas, South China. Environ Geochem Health 38:1–19CrossRefGoogle Scholar
  69. Xu Y, Dai S, Meng K, Wang Y, Ren W, Zhao L (2018) Occurrence and risk assessment of potentially toxic elements and typical organic pollutants in contaminated rural soils. Sci Total Environ 630:618–629CrossRefGoogle Scholar
  70. Yıldırım G, Tokalıoğlu Ş (2016) Heavy metal speciation in various grain sizes of industrially contaminated street dust using multivariate statistical analysis. Ecotoxicol Environ Saf 124:369–376CrossRefGoogle Scholar
  71. Yunker MB, Macdonald RW, Vingarzan R, Mitchell RH, Goyette D, Sylvestre S (2002) PAHs in the Fraser River Basin: a critical appraisal of PAH ratios as indicators of PAH source and composition. Org Geochem 33:489–515CrossRefGoogle Scholar
  72. Zhang J, Qu C, Qi S, Cao J, Zhan C, Xing X, Xiao Y, Zheng J, Xiao W (2015) Polycyclic aromatic hydrocarbons (PAHs) in atmospheric dustfall from the industrial corridor in Hubei Province, Central China. Environ Geochem Health 37:891–903CrossRefGoogle Scholar
  73. Zhao WW (2017) Pollution and risk analysis of heavy metals and polycyclic aromatic hydrocarbons in urban soils of Kaifeng City. Henan university (in Chinese)Google Scholar
  74. Zheng N, Liu J, Wang Q, Liang Z (2010) Heavy metals exposure of children from stairway and sidewalk dust in the smelting district, northeast of China. Atmos Environ 44:3239–3245CrossRefGoogle Scholar

Copyright information

© Springer-Verlag GmbH Germany, part of Springer Nature 2019

Authors and Affiliations

  • Yinan Chen
    • 1
  • Jianhua Ma
    • 1
    • 2
    Email author
  • Haijing Duan
    • 2
  • Changhong Miao
    • 1
  1. 1.Key Research Institute of Yellow River Civilization and Sustainable DevelopmentHenan UniversityKaifengChina
  2. 2.The College of Environment and Planning of Henan UniversityKaifengChina

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