Spatial variability and ecological risk assessment of heavy metal contamination in southeastern Iran

Document Type : Research Paper

Authors

1 Master of Science, Department of Agronomy and Plant Breeding, Faculty of Agriculture, University of Jiroft, Jiroft, Iran

2 Assistant Professor, Department of Agronomy and Plant Breeding, Faculty of Agriculture, University of Jiroft, Jiroft, Iran

3 Associate Professor, Department of Environmental Science and Engineering, Faculty of Natural Resources, University of Jiroft, Jiroft, Iran

Abstract

Assessing heavy metal risk in various regions is essential for protecting public health and preserving environmental quality and sustainable development. This study focused on the heavy metal (HMs) contents of seven major metals, including lead (Pb), zinc(Zn), cadmium(Cd), iron(Fe), manganese(Mn), arsenic (As), and copper (Cu), in Jiroft city, southeastern Iran, regarding its spatial distribution and contamination levels. The Diethylenetriaminepentaacetic acid method was applied for the determination of heavy metals concentrations after the collection of surface soil samples. Inverse distance weighting was performed for mapping the spatial distribution. Potential ecological risk index and principal component analysis were carried out to identify the risk level and the primary source of heavy metals, respectively. Mean concentrations of all these heavy metals (HMs) were higher compared to their mean crustal values. Zinc and manganese were considered the major pollutants due to high enrichment factor and pollution index. More than 45% of the soil samples presented noticeable ecological risk according to the calculated PERI values, which ranged between 80 and 160. The highest value corresponded to cadmium (Ei = 103.9). Principal component analysis suggested that anthropogenic and natural factors were responsible for heavy metal accumulation in soil. These results show the urgent need for an intervention targeted at soil pollution to protect the environment and public health in Jiroft city.

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Main Subjects


Adamo, P., Arienzo, M., Imperato, M., Naimo, D., Nardi, G., and Stanzione, D.  2005.  Distribution and partition of heavy metals in surface and sub-surface sediments of Naples city port. Chemosphere. 61(6), 800-809.
Al Hamdani, M.O., Bilgili, A.V., and Rufaioglu, S.B.  2024.  Spatial Analysis of Soil Heavy Metals Based on Geostatistical Approach in the North of Iraq.
Anani, O.A., Mishra, R.R., Mishra, P., Olomukoro, J.O., Imoobe, T.O.T., and Adetunji, C.O.  2020.  Influence of heavy metal on food security: recent advances. Innovations in Food Technology: Current Perspectives and Future Goals. 257-267.
Arefi Ardakani, A., Siyahati Ardakani, G., Okati, N., and Sayadi, M.H.  2023.  Ecological and health risk assessment of toxic elements in surface soils around Ardakan industrial areas. Journal of Natural Environment. 76(3), 447-461.
Bux, R.K., Batool, M., Shah, S.M., Solangi, A.R., Shaikh, A.A., Haider, S.I., and Shah, Z.-u.-H.  2023.  Mapping the Spatial distribution of Soil heavy metals pollution by Principal Component Analysis and Cluster Analyses. Water, Air and Soil Pollution. 234(6), 330.
Ebadi, A.G., and Hisoriev, H.  2018.  Ecological Assessment of Heavy metals in Sediments of the Farahabad Region (Iran). Polish Journal of Environmental Studies. 27, 3
Ebrahimi-Khusfi, Z., Zandifar, S., Ebrahimi-Khusfi, M., and Tavakoli, V.  2023.  Heavy metal mapping, source identification, and ecological risk assessment in the International Hamoun wetland, Sistan region, Iran. Environmental Science and Pollution Research. 30(11): 29321-29335.
Faraji, M., Alizadeh, I., Conti, G.O., and Mohammadi, A.  2023.  Investigation of health and ecological risk attributed to the soil heavy metals in Iran: Systematic review and meta-analysis. Science of The Total Environment. 857, 15892.
Ghaneei-Bafghi, M.-J., Feiznia, S., Mokhtari, A.R., Jaafari, M., Tavili, A., and Khodaeian, Z.  2024.  Agricultural soil contamination and degradation near a mining area in an arid region. Journal of Geochemical Exploration. 256, 107349.
Gogtay, N.J., and Thatte, U.M.  2017.  Principles of correlation analysis. Journal of the Association of Physicians of India. 65(3), 78-81.
Greenacre, M., Groenen, P.J., Hastie, T., d’Enza, A.I., Markos, A., and Tuzhilina, E.  2022.  Principal component analysis. Nature Reviews Methods Primers. 2(1), 100.
Hadzi, G.Y., Essumang, D.K., and Ayoko, G.A.  2024.  Assessment of contamination and potential ecological risks of heavy metals in riverine sediments from gold mining and pristine areas in Ghana. Journal of Trace Elements and Minerals. 7, 100109.
Hakanson, L.  1980.  An ecological risk index for aquatic pollution control. A sedimentological approach. Water research. 14(8), 975-1001.
Hamid, E., Payandeh, K., Karimi Nezhad, M.T., and Saadati, N.  2022.  Potential ecological risk assessment of heavy metals (trace elements) in coastal soils of southwest Iran. Frontiers in Public Health. 10, 889130.
Hani, A., and Pazira, E.  2011.  Heavy metals assessment and identification of their sources in agricultural soils of Southern Tehran, Iran. Environmental monitoring and assessment. 176, 677-691.
Hazarika, P.P., Medhi, B., Thakuria, R., Kondareddy, A., and Das, S. 2024. Remote Sensing of Soils, pp. 295-306, Elsevier.
Hoshyari, E., Hassanzadeh, N., Keshavarzi, B., Jaafarzadeh, N., and Rezaei, M.  2023.  Spatial distribution, source apportionment, and ecological risk assessment of elements (PTEs, REEs, and ENs) in the surface soil of shiraz city (Iran) under different land-use types. Chemosphere. 311, 137045.
Hosseinniaee, S., Jafari, M., Tavili, A., Zare, S., and Cappai, G.  2023.  Investigating metal pollution in the food chain surrounding a lead-zinc mine (Northwestern Iran); an evaluation of health risks to humans and animals. Environmental Monitoring and Assessment. 195(8), 946.
Huang, L., Rad, S., Xu, L., Gui, L., Song, X., Li, Y., Wu, Z., and Chen, Z.  2020.  Heavy metals distribution, sources, and ecological risk assessment in Huixian Wetland, South China. Water. 12(2), 431.
Jahandari, A., and Abbasnejad, B.  2023.  Environmental pollution status and health risk assessment of selective heavy metal (oid) s in Iran's agricultural soils: A review. Journal of Geochemical Exploration. 107330.
Juozulynas, A., Jurgelėnas, A., Butkienė, B., Greičiūtė, K., and Savičiūtė, R.  2008.  Implications of soil pollution with heavy metals for public health. Geologija.62.
Karimyan, K., Alimohammadi, M., Maleki, A., Yunesian, M., Nodehi, R.N. and Foroushani, A.R.  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. 18, 469-481.
Kharazi, A., Leili, M., Khazaei, M., Alikhani, M.Y., and Shokoohi, R.  2021.  Human health risk assessment of heavy metals in agricultural soil and food crops in Hamadan, Iran. Journal of Food Composition and Analysis. 100, 103890.
Korkanç, S.Y., Korkanç, M., and Amiri, A.F.  2024.  Effects of land use/cover change on heavy metal distribution of soils in wetlands and ecological risk assessment. Science of the Total Environment. 923, 171603.
Krami, L.K., Amiri, F., Sefiyanian, A., Shariff, A.R.B.M., Tabatabaie, T., and Pradhan, B.  2013.  Spatial patterns of heavy metals in soil under different geological structures and land uses for assessing metal enrichments. Environmental Monitoring and Assessment. 185, 9871-9888.
Mahvi, A., Eslami, F., Baghani, A., Khanjani, N., Yaghmaeian, K., and Mansoorian, H.  2022.  Heavy metal pollution status in soil for different land activities by contamination indices and ecological risk assessment. International Journal of Environmental Science and Technology. 19(8), 7599-7616.
McLennan, S.M.  2001.  Relationships between the trace element composition of sedimentary rocks and upper continental crust. Geochemistry, Geophysics, Geosystems. 2, 4.
Mirzaei Aminiyan, M., Baalousha, M., Mousavi, R., Mirzaei Aminiyan, F., Hosseini, H., and Heydariyan, A.  2018.  The ecological risk, source identification, and pollution assessment of heavy metals in road dust: a case study in Rafsanjan, SE Iran. Environmental Science and Pollution Research. 25, 13382-13395.
Moghtaderi, T., Alamdar, R., Rodriguez-Seijo, A., Naghibi, S.J., and Kumar, V.  2020.  Ecological risk assessment and source apportionment of heavy metal contamination in urban soils in Shiraz, Southwest Iran. Arabian Journal of Geosciences. 13(16), 797.
Mohseni-Bandpei, A., Ashrafi, S.D., Kamani, H., and Paseban, A.  2017.  Contamination and ecological risk assessment of heavy metals in surface soils of Esfarayen city, Iran. Health scope. 6(2).
Moradi, A., Honarjoo, N., Najafi, P., and Fallahzade, J.  2016.  A human health risk assessment of soil and crops contaminated by heavy metals in industrial regions, central Iran. Human and ecological risk assessment: An International Journal. 22(1), 153-167.
Negahban, S., Mokarram, M., Pourghasemi, H.R., and Zhang, H.  2021.  Ecological risk potential assessment of heavy metal contaminated soils in Ophiolitic formations. Environmental Research. 192, 110305.
Papadimou, S.G., Kantzou, O.D., Chartodiplomenou, M.A., and Golia, E.E.  2023.  Urban soil pollution by heavy metals: effect of the lockdown during the period of COVID-19 on pollutant levels over a five-year study. Soil Systems. 7(1), 28.
Qiao, P., Lei, M., Yang, S., Yang, J., Guo, G., and Zhou, X.  2018.  Comparing ordinary kriging and inverse distance weighting for soil as pollution in Beijing. Environmental Science and Pollution Research. 25, 15597-15608.
Sabet Aghlidi, P., Cheraghi, M., Lorestani, B., Sobhanardakani, S., and Merrikhpour, H.  2020.  Analysis, spatial distribution and ecological risk assessment of arsenic and some heavy metals of agricultural soils, case study: South of Iran. Journal of Environmental Health Science and Engineering. 18, 665-676.
Shi, T., Zhang, Y., Gong, Y., Ma, J., Wei, H., Wu, X., Zhao, L., and Hou, H.  2019.  Status of cadmium accumulation in agricultural soils across China (1975–2016): From temporal and spatial variations to risk assessment. Chemosphere. 230, 136-143.
Shirani, M., Afzali, K.N., Jahan, S., Strezov, V., and Soleimani-Sardo, M.  2020.  Pollution and contamination assessment of heavy metals in the sediments of Jazmurian playa in southeast Iran. Scientific Reports. 10(1), 4775.
Sohrabizadeh, Z., Sodaeizadeh, H. Hakimzadeh, M.A., Taghizadeh‐Mehrjardi, R., and Ghanei Bafghi, M.J.  2023.  A statistical approach to study the spatial heavy metal distribution in soils in the Kushk Mine, Iran. Geoscience Data Journal. 10(3), 315-327.
Soleimani-Sardo, M., Shirani, M., and Strezov, V.  2023.  Heavy metal pollution levels and health risk assessment of dust storms in Jazmurian region, Iran. Scientific Reports. 13(1), 7337.
Soltani-Gerdefaramarzi, S., Ghasemi, M., and Ghanbarian, B.  2021.  Geogenic and anthropogenic sources identification and ecological risk assessment of heavy metals in the urban soil of Yazd, central Iran. PLoS One. 16(11), e0260418.
Sweta, A., and Singh, B.  2024.  A review on heavy metal and metalloid contamination of vegetables: addressing the global safe food security concern. International Journal of Environmental Analytical Chemistry. 104(16), 4762-4783.
Taghavi, M., Bakhshi, K., Zarei, A., Hoseinzadeh, E., and Gholizadeh, A.  2024.  Soil pollution indices and health risk assessment of metal (loid) s in the agricultural soil of pistachio orchards. Scientific Reports. 14(1), 8971.
Wang, R., Zou, X., Cheng, H., Wu, X., Zhang, C., and Kang, L.  2015.  Spatial distribution and source apportionment of atmospheric dust fall at Beijing during spring of 2008–2009. Environmental Science and Pollution Research. 22, 3547-3557.
Zhang, Q., and Wang, C.  2020.  Natural and human factors affect the distribution of soil heavy metal pollution: a review. Water, air, & soil pollution. 231, 1-13.
Zhao, J., Wu, E., Zhang, B., Bai, X., Lei, P., Qiao, X., Li, Y.F., Li, B., Wu, G., and Gao, Y.  2021.  Pollution characteristics and ecological risks associated with heavy metals in the Fuyang river system in North China. Environmental Pollution. 281, 116994.
Zheng, F., Guo, X., Tang, M., Zhu, D., Wang, H., Yang, X., and Chen, B.  2023.  Variation in pollution status, sources, and risks of soil heavy metals in regions with different levels of urbanization. Science of The Total Environment. 866, 161355.
Zhou, H., Yue, X., Chen, Y., and Liu, Y.  2024.  Source-specific probabilistic contamination risk and health risk assessment of soil heavy metals in a typical ancient mining area. Science of the Total Environment. 906, 167772.
Zhou, W., Dan, Z., Meng, D., Zhou, P., Chang, K., Zhuoma, Q., Wang, J., Xu, F., and Chen, G.  2023.  Distribution characteristics and potential ecological risk assessment of heavy metals in soils around Shannan landfill site, Tibet. Environmental Geochemistry and Health. 45(2), 393-407.
Zhu, H. N., Yuan, X. Z., Zeng, G. M., Jiang, M., Liang, J., Zhang, C., Juan, Y., Huang, H. J., Liu,  Z. F., and Jiang, H. W.  2012.  Ecological risk assessment of heavy metals in sediments of Xiawan Port based on modified potential ecological risk index. Transactions of Nonferrous Metals Society of China. 22(6), 1470-1477.