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Bioavailability, distribution and health risk assessment of arsenic and heavy metals (HMs) in agricultural soils of Kermanshah Province, west of Iran

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Abstract

Kermanshah Province as an agricultural hub exports food crops to neighboring countries. In this study, contamination status, bioavailability, spatial distribution, and ecological and human health risk of arsenic and heavy metals (HMs) in soil were investigate. For this purpose, 121 agricultural soil samples were collected and analyzed using ICP-MS. The data were studied by calculating some geochemical indices, and using geographical information system and statistical analysis. Results showed that Cd has the highest bioavailability, following by Cu and As. Also, Cu was severely associated with organic matter. Enrichment factor (EF) followed the order of As > Cu > Pb > Se > Cd > Zn > Ni > Cr, and the soil pollution index (SPI) ranged from 0.82 to 2.65. Low potential ecological risk was measured for most of the samples. However, Kermanshah County and Eastern parts of the Province showed the highest HMs enrichment and ecological risk. Moreover, high carcinogenic risk of Cr and Ni threatens the children. Cr showed also high non-carcinogenic hazard index (HI) for children. Principal component analysis (PCA) indicated the anthropogenic origins for As, Cd, Cu, Pb, Se and Zn, while Cr and Ni originated mainly from a geogenic source. Furthermore, Kruskal-Wallis H test revealed that As, Cd, Cr, Cu, Ni, Pb, Se and Zn concentrations were significantly different (p < 0.05) between 16 Counties of the Kermanshah Province. Overall, the management of urban and industrial contamination sources is required to minimize the concentration of bioavailable portion of HMs and preventing residents of the area from being exposed to contaminants.

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References

  1. Nwajei GE, Iwegbue CM. Trace metal concentrations in soils in the vicinity of Uwelu motor spare. J Chem Soc Nigeria. 2007;32:282–6.

    CAS  Google Scholar 

  2. Agomuo EN, Amadi PU. Accumulation and toxicological risk assessments of heavy metals of top soils from markets in Owerri, Imo state, Nigeria. Environmental nanotechnology, monitoring & management. 2017;8:121–6.

    Article  Google Scholar 

  3. Li S, Jia Z. Heavy metals in soils from a representative rapidly developing megacity (SW China): levels, source identification and apportionment. Catena. 2018;163:414–23.

    Article  CAS  Google Scholar 

  4. Yang S, Qu Y, Ma J, Liu L, Wu H, Liu Q, et al. Comparison of the concentrations, sources, and distributions of heavy metal (loid) s in agricultural soils of two provinces in the Yangtze River Delta. China Environmental Pollution. 2020;29:114688.

    Article  Google Scholar 

  5. Fei X, Lou Z, Xiao R, Ren Z, Lv X. Contamination assessment and source apportionment of heavy metals in agricultural soil through the synthesis of PMF and GeogDetector models. Sci Total Environ. 2020;747:141293.

    Article  CAS  Google Scholar 

  6. Wang F, Guan Q, Tian J, Lin J, Yang Y, Yang L, et al. Contamination characteristics, source apportionment, and health risk assessment of heavy metals in agricultural soil in the Hexi corridor. CATENA. 2020;191:104573.

    Article  CAS  Google Scholar 

  7. Yuanan H, He K, Sun Z, Chen G, Cheng H. Quantitative source apportionment of heavy metal (loid) s in the agricultural soils of an industrializing region and associated model uncertainty. J Hazard Mater. 2020;391:122244.

    Article  Google Scholar 

  8. Fei X, Xiao R, Christakos G, Langousis A, Ren Z, Tian Y, et al. Comprehensive assessment and source apportionment of heavy metals in Shanghai agricultural soils with different fertility levels. Ecol Indic. 2019;106:105508.

    Article  CAS  Google Scholar 

  9. Keshavarzi B, Moore F, Ansari M, Mehr MR, Kaabi H, Kermani M. Macronutrients and trace metals in soil and food crops of Isfahan Province, Iran. Environ Monit Assess. 2015;187(1):4113.

    Article  Google Scholar 

  10. Doabi SA, Karami M, Afyuni M, Yeganeh M. Pollution and health risk assessment of heavy metals in agricultural soil, atmospheric dust and major food crops in Kermanshah province, Iran. Ecotoxicol Environ Saf. 2018;163:153–64.

    Article  CAS  Google Scholar 

  11. Aghlidi PS, Cheraghi M, Lorestani B, Sobhanardakani S, Merrikhpour H. Analysis, spatial distribution and ecological risk assessment of arsenic and some heavy metals of agricultural soils, case study: south of Iran. J Environ Health Sci Eng. 2020;27:1–2.

    Google Scholar 

  12. Ahmadi M, Akhbarizadeh R, Haghighifard NJ, Barzegar G, Jorfi S. Geochemical determination and pollution assessment of heavy metals in agricultural soils of south western of Iran. J Environ Health Sci Eng. 2019;17(2):657–69.

    Article  CAS  Google Scholar 

  13. Karimyan K, Alimohammadi M, Maleki A, Yunesian M, Nodehi RN, Foroushani AR (2020) Human health and ecological risk assessment of heavy metal (loid) s in agricultural soils of rural areas: a case study in Kurdistan Province, Iran. Journal of environmental health science and engineering

  14. Khan S, Cao Q, Zheng YM, Huang YZ, Zhu YG. Health risks of heavy metals in contaminated soils and food crops irrigated with wastewater in Beijing, China. Environmental pollution. 2008;152(3):686–92.

    Article  CAS  Google Scholar 

  15. Shah MT, Begum S, Khan S. Pedo and biogeochemical studies of mafic and ultramfic rocks in the Mingora and Kabal areas, swat. Pakistan Environmental Earth Sciences. 2010;60(5):1091–102.

    Article  CAS  Google Scholar 

  16. Khan K, Lu Y, Khan H, Ishtiaq M, Khan S, Waqas M, et al. Heavy metals in agricultural soils and crops and their health risks in Swat District, northern Pakistan. Food Chem Toxicol. 2013;58:449–58.

    Article  CAS  Google Scholar 

  17. Avci H, Deveci T. Assessment of trace element concentrations in soil and plants from cropland irrigated with wastewater. Ecotoxicol Environ Saf. 2013;98:283–91.

    Article  CAS  Google Scholar 

  18. Huamain C, Chunrong Z, Cong TU, Yongguan Z. Heavy metal pollution in soils in China: status and countermeasures. Ambio. 1999;1:130–4.

    Google Scholar 

  19. Alloway BJ, editor. (2012) Heavy metals in soils: trace metals and metalloids in soils and their bioavailability. Springer Science & Business Media

  20. Burges A, Epelde L, Garbisu C. Impact of repeated single-metal and multi-metal pollution events on soil quality. Chemosphere. 2015;120:8–15.

    Article  CAS  Google Scholar 

  21. Guan Q, Wang F, Xu C, Pan N, Lin J, Zhao R, et al. Source apportionment of heavy metals in agricultural soil based on PMF: a case study in Hexi corridor, Northwest China. Chemosphere. 2018;193:189–97.

    Article  CAS  Google Scholar 

  22. Madrid F, Diaz-Barrientos E, Madrid L. Availability and bio-accessibility of metals in the clay fraction of urban soils of Sevilla. Environ Pollut. 2008;156(3):605–10.

    Article  CAS  Google Scholar 

  23. Fernández-Ondoño E, Bacchetta G, Lallena AM, Navarro FB, Ortiz I, Jiménez MN. Use of BCR sequential extraction procedures for soils and plant metal transfer predictions in contaminated mine tailings in Sardinia. J Geochem Explor. 2017;172:133–41.

    Article  Google Scholar 

  24. Statistical Center of Iran. Management and Planning Organization of Kermanshah Province, Deputy of Statistics and Information, statistical yearbook. 2015 (In Persian).

  25. Atafar Z, Mesdaghinia A, Nouri J, Homaee M, Yunesian M, Ahmadimoghaddam M, et al. Effect of fertilizer application on soil heavy metal concentration. Environ Monit Assess. 2010;160(1–4):83–9.

    Article  CAS  Google Scholar 

  26. Doabi SA, Afyuni M, Karami M. Multivariate statistical analysis of heavy metals contamination in atmospheric dust of Kermanshah province, western Iran, during the spring and summer 2013. J Geochem Explor. 2017;180:61–70.

    Article  CAS  Google Scholar 

  27. IMO (Iran Meteorological Organization). Kermanshah Meteorological Office. 2018 http://www.kermanshahmet.ir/page.aspx?lang=fa-ir&id=d2d11d99-383d-4432-9de2-49e8b8b057f.

  28. Iran’s Department of the Environment. Atlas of soil pollutants; Kermanshah Province. 2010 Internal report.

  29. Ure AM, Quevauviller PH, Muntau H, Griepink B. Speciation of heavy metals in soils and sediments. An account of the improvement and harmonization of extraction techniques undertaken under the auspices of the BCR of the Commission of the European Communities. Int J Environ Anal Chem. 1993;51(1–4):135–51.

    Article  CAS  Google Scholar 

  30. Mossop KF, Davidson CM. Comparison of original and modified BCR sequential extraction procedures for the fractionation of copper, iron, lead, manganese and zinc in soils and sediments. Anal Chim Acta. 2003;478(1):111–8.

    Article  CAS  Google Scholar 

  31. Ryan J, Estefan G, Rashid A (2007) Soil and plant analysis laboratory manual. Scientific Publ

  32. Schulte EE, Hopkins BG (1996) Estimation of soil organic matter by weight loss-on-ignition. Soil organic matter: Analysis and interpretation. (soilorganicmatt):21–31.

  33. Chester R, Kudoja WM, Thomas A, Towner J. Pollution reconnaissance in stream sediments using non-residual trace metals. Environmental Pollution Series B, Chemical and Physical. 1985;10(3):213–38.

    Article  CAS  Google Scholar 

  34. Rastegari Mehr M, Keshavarzi B, Moore F, Sacchi E, Lahijanzadeh AR, Eydivand S, et al. Contamination level and human health hazard assessment of heavy metals and polycyclic aromatic hydrocarbons (PAHs) in street dust deposited in Mahshahr, southwest of Iran. Human and Ecological Risk Assessment: An International Journal. 2016;22(8):1726–48.

    Article  CAS  Google Scholar 

  35. Hu B, Cui R, Li J, Wei H, Zhao J, Bai F, et al. Occurrence and distribution of heavy metals in surface sediments of the Changhua River estuary and adjacent shelf (Hainan Island). Mar Pollut Bull. 2013;76(1–2):400–5.

    Article  CAS  Google Scholar 

  36. Pang HJ, Lou ZH, Jin AM, Yan KK, Jiang Y, Yang XH, et al. Contamination, distribution, and sources of heavy metals in the sediments of Andong tidal flat, Hangzhou bay. China Continental Shelf Research. 2015;110:72–84.

    Article  Google Scholar 

  37. Chabukdhara M, Nema AK. Assessment of heavy metal contamination in Hindon River sediments: a chemometric and geochemical approach. Chemosphere. 2012;87(8):945–53.

    Article  CAS  Google Scholar 

  38. Lee CS, Li X, Shi W, Cheung SC, Thornton I. Metal contamination in urban, suburban, and country park soils of Hong Kong: a study based on GIS and multivariate statistics. Sci Total Environ. 2006;356(1–3):45–61.

    Article  CAS  Google Scholar 

  39. Sun G, Chen Y, Bi X, Yang W, Chen X, Zhang B, et al. Geochemical assessment of agricultural soil: a case study in Songnen-plain (northeastern China). Catena. 2013;111:56–63.

    Article  CAS  Google Scholar 

  40. Bastami KD, Afkhami M, Mohammadizadeh M, Ehsanpour M, Chambari S, Aghaei S, et al. Bioaccumulation and ecological risk assessment of heavy metals in the sediments and mullet Liza klunzingeri in the northern part of the Persian Gulf. Mar Pollut Bull. 2015;94(1–2):329–34.

    Article  CAS  Google Scholar 

  41. Hakanson L. An ecological risk index for aquatic pollution control. A sedimentological approach. Water Res. 1980;14(8):975–1001.

    Article  Google Scholar 

  42. USEPA (US Environmental Protection Agency) (1989) Risk Assessment Guidance for Superfund. Human Health Evaluation Manual, vol. I. OSWER. EPA/540/1–89/002

  43. Alvarado-Zambrano D, Green-Ruiz CR. Assessment of the Pollution Status and Human Health Risk in Soils from an Agricultural Valley in Northwest Mexico. Water, Air, & Soil Pollution. 2019;230(9):212.

    Article  CAS  Google Scholar 

  44. Shi P, Xiao J, Wang Y, Chen L. Assessment of ecological and human health risks of heavy metal contamination in agriculture soils disturbed by pipeline construction. Int J Environ Res Public Health. 2014;11(3):2504–20.

    Article  Google Scholar 

  45. USEPA (US Environmental Protection Agency) (2001) Supplemental guidance for developing soil screening levels for superfund sites. OSWER. 9355.4–24

  46. Rastegari Mehr M, Keshavarzi B, Moore F, Sharifi R, Lahijanzadeh A, Kermani M. Distribution, source identification and health risk assessment of soil heavy metals in urban areas of Isfahan province. Iran Journal of African Earth Sciences. 2017;132:16–26.

    Article  CAS  Google Scholar 

  47. Goovaerts P. Geostatistics in soil science: state-of-the-art and perspectives. Geoderma. 1999;89(1–2):1–45.

    Article  Google Scholar 

  48. Liu X, Wu J, Xu J. Characterizing the risk assessment of heavy metals and sampling uncertainty analysis in paddy field by geostatistics and GIS. Environ Pollut. 2006;141(2):257–64.

    Article  CAS  Google Scholar 

  49. Zhang J, Wang Y, Liu J, Liu Q, Zhou Q. Multivariate and geostatistical analyses of the sources and spatial distribution of heavy metals in agricultural soil in Gongzhuling, Northeast China. J Soils Sediments. 2016;16(2):634–44.

    Article  Google Scholar 

  50. USDA (United States Department of Agriculture). (2006) Soil survey staff, keys to soil taxonomy.10th ed. USDA-NRCS.GPO, Washington, DC.

  51. Metson AJ (1971) Methods of chemical analysis for soil survey samples. DSIR

  52. USDA (United States Department of Agriculture) (1993) Soil Survey Division Staff, Soil survey manual. UDSA Handb. No. 18. GPO, Washington, DC.

  53. Paramasivam K, Ramasamy V, Suresh G. Impact of sediment characteristics on the heavy metal concentration and their ecological risk level of surface sediments of Vaigai river, Tamilnadu, India. Spectrochim Acta A Mol Biomol Spectrosc. 2015;137:397–407.

    Article  CAS  Google Scholar 

  54. CCME (Canadian Council of Ministers of the Environment) (1997) Soil Quality Guidelines for the Protection of Environmental and Human Health. http://st-ts.ccme.ca/en/index.html?chems=9,61&chapters=4.

  55. CCME (Canadian Council of Ministers of the Environment). (1999) Soil Quality Guidelinesfor the Protection of Environmental and Human Health. http://st-ts.ccme.ca/en/index.html?chems=20,71,124,229&chapters=4.

  56. CCME (Canadian Council of Ministers of the Environment). (2009) Soil Quality Guidelines for the Protection of Environmental and Human Health. http://st-ts.ccme.ca/en/index.html?chems=139&chapters=4.

  57. CCME (Canadian Council of Ministers of the Environment). (2015) Soil Quality Guidelines for the Protection of Environmental and Human Health. http://st-ts.ccme.ca/en/index.html?chems=197&chapters=4.

  58. Kabata-Pendias A, Mukherjee AB (2007) Trace elements from soil to human. Springer Science & Business Media

  59. Szefer P, Szefer K, Glasby GP, Pempkowiak J, Kaliszan R. Heavy-metal pollution in surficial sediments from the southern Baltic Sea off Poland. Journal of Environmental Science & Health Part A. 1996;31(10):2723–54.

    Google Scholar 

  60. Marrugo-Negrete J, Pinedo-Hernández J, Díez S. Assessment of heavy metal pollution, spatial distribution and origin in agricultural soils along the Sinú River basin. Colombia Environmental research. 2017;154:380–8.

    Article  CAS  Google Scholar 

  61. USEPA (US Environmental Protection Agency) (2011) Exposure Factors Handbook. 2011 Edition. National Center for Environmental Assessment. Office of Research and Development. Washington, DC, 20460, EPA/600/R-09/052F

  62. Van den Berg R (1995) Human exposure to soil contamination: a qualitative and quantitative analysis towards proposals for human toxicological intervention values. National Institute of Public Health and Environmental Protection

  63. USEPA (US Environmental Protection Agency) (1991) Risk Assessment Guidance for Superfund: Volume I- Human Health Evaluation Manual (Part B, Development of Risk-based Preliminary Remediation Goals). EPA/540/R-92/003

  64. Ferreira-Baptista L, De Miguel E. Geochemistry and risk assessment of street dust in Luanda, Angola: a tropical urban environment. Atmos Environ. 2005;39(25):4501–12.

    Article  CAS  Google Scholar 

  65. Ding Z, Hu X. Ecological and human health risks from metal (loid) s in peri-urban soil in Nanjing, China. Environ Geochem Health. 2014 Jun 1;36(3):399–408.

    Article  CAS  Google Scholar 

  66. Ying L, Shaogang L, Xiaoyang C. Assessment of heavy metal pollution and human health risk in urban soils of a coal mining city in East China. Human and Ecological Risk Assessment: An International Journal. 2016;22(6):1359–74.

    Article  Google Scholar 

  67. Li K, Liang T, Wang L, Yang Z. Contamination and health risk assessment of heavy metals in road dust in Bayan obo mining region in Inner Mongolia. North China Journal of Geographical Sciences. 2015;25(12):1439–51.

    Article  Google Scholar 

  68. USDOE (2011). The Risk Assessment Information System (RAIS). U.S. Department of Energy's Oak Ridge Operations Office (ORO)

  69. Qing X, Yutong Z, Shenggao L. Assessment of heavy metal pollution and human health risk in urban soils of steel industrial city (Anshan), Liaoning, Northeast China. Ecotoxicol Environ Saf. 2015;120:377–85.

    Article  CAS  Google Scholar 

  70. De Miguel E, Iribarren I, Chacon E, Ordonez A, Charlesworth S. Risk-based evaluation of the exposure of children to trace elements in playgrounds in Madrid (Spain). Chemosphere. 2007;66(3):505–13.

    Article  Google Scholar 

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Acknowledgments

The authors wish to express their gratitude to the Iran Department of Environment. Thanks are extended to the Research Committee of Kharazmi University for Logistic Help.

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Authors and Affiliations

  1. Department of Applied Geology, Faculty of Earth Science, Kharazmi University, Tehran, 15614, Iran

    Meisam Rastegari Mehr & Ata Shakeri

  2. Department of Petroleum Geosciences, Faculty of Science, Soran University, Erbil Governorate, Soran, Kurdistan Region, Iraq

    Keyvan Amjadian

  3. Scientific Research Centre, Soran University, Soran, Kurdistan Region, Iraq

    Keyvan Amjadian

  4. Faculty of Civil Engineering, K.N. Toosi University of Technology, Tehran, Iran

    Maryam Khalilzadeh Poshtegal

  5. Department of Earth Sciences, College of Sciences, Shiraz University, Shiraz, 71454, Iran

    Reza Sharifi

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  1. Meisam Rastegari Mehr
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Rastegari Mehr, M., Shakeri, A., Amjadian, K. et al. Bioavailability, distribution and health risk assessment of arsenic and heavy metals (HMs) in agricultural soils of Kermanshah Province, west of Iran. J Environ Health Sci Engineer 19, 107–120 (2021). https://doi.org/10.1007/s40201-020-00585-7

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