ارزیابی پتانسیل ریسک اکولوژیکی و زیست‌محیطی فلز سنگین کادمیوم در خاک (مطالعه موردی: اراضی شهرِری، استان تهران)

نوع مقاله : مقاله پژوهشی

نویسندگان

گروه علوم و مهندسی خاک، دانشکده کشاورزی، دانشکدگان کشاورزی و منابع طبیعی، دانشگاه تهران

چکیده

آلودگی خاک به فلزات سنگین، به‌ویژه کادمیوم (Cd)، یکی از چالش‌های جدی زیست‌محیطی است که تأثیرات منفی قابل‌توجهی بر اکوسیستم‌ها و سلامت انسان دارد. این مطالعه به ارزیابی پتانسیل ریسک اکولوژیکی و زیست‌محیطی فلز کادمیوم در بخشی از  اراضی منطقه شهرِری استان تهران می‌پردازد. در این راستا، نمونه‌برداری از 41 نقطه در عمق 0 تا 20 سانتی‌متری خاک انجام شد و غلظت کل عنصر کادمیوم با استفاده از دستگاه طیف‌سنجی نشری اتمی پلاسمای جفت‌شده القایی (OES–ICP) پس از هضم نمونه‌ها با آکوا رجیا مطابق استانداردEPA 3050B  مورد اندازه‌گیری قرار گرفت. نتایج نشان داد که میانگین غلظت کادمیوم برابر با 79/0 میلی‌گرم بر کیلوگرم بوده و دامنه تغییرات آن بین 17/0 تا 05/2 میلی‌گرم بر کیلوگرم قرار دارد که این مقادیر پایین تر ازحد مجاز استانداردهای سازمان محیط زیست در ایران است. برای ارزیابی آلودگی، شاخص‌های زیست‌محیطی شامل زمین انباشتگی (Igeo)، فاکتور آلودگی (CF)، فاکتور غنی‌شدگی (EF) و پتانسیل ریسک اکولوژیکی (ER) محاسبه شد. شاخص زمین انباشتگی با دامنه تغییرات (77/2-82/0-)، پتانسیل ریسک اکولوژیکی با کمینه و بیشینه (50/307-50/25)، شاخص غنی‌شدگی با دامنه تغییرات (57/8-69/0) و فاکتور آلودگی نیز با دامنه تغییرات (25/10-85/0) نشان‌دهنده وضعیت آلودگی متوسط تا نسبتاً زیاد اکثر نمونه‌های خاک به عنصر کادمیوم در منطقه مورد بررسی هستند. تحلیل این چهار شاخص به همراه بازدیدهای میدانی از منطقه، تأییدکننده این واقعیت است که فعالیت‌های انسانی تأثیر قابل‌توجهی در افزایش غلظت این فلز سنگین در خاک‌های سطحی منطقه دارند .این مطالعه بر لزوم مدیریت صحیح آبیاری و کوددهی تأکید دارد تا از انباشت فلزات سنگین جلوگیری شود. همچنین، نتایج به‌وضوح نشان‌دهنده تأثیر فعالیت‌های صنعتی و کشاورزی بر افزایش غلظت کادمیوم در خاک‌های منطقه است، که می‌تواند عواقب جدی برای سلامت انسان و محیط‌زیست داشته باشد. باتوجه‌به یافته‌ها، اقدامات فوری برای کاهش آلودگی و حفاظت از منابع خاک ضروری است.

کلیدواژه‌ها

موضوعات


عنوان مقاله [English]

Ecological and Environmental Risk Assessment of Cadmium Heavy Metal in Soil (Case Study: Shahr-e-Ray, Tehran Province)

نویسندگان [English]

  • Shahla Rahmani Siyalarz
  • Ali Keshavarzi
  • Fereydoon Sarmadian
Department of Soil Science, Faculty of Agriculture, College of Agriculture and Natural Resources, University of Tehran
چکیده [English]

Soil contamination with heavy metals, particularly cadmium (Cd), is one of the serious environmental challenges that has significant negative impacts on ecosystems and human health. This study evaluates the ecological and environmental risks of cadmium in a section of the agricultural lands in the Shahr-e Rey region of Tehran Province. In this regard, soil sampling was conducted from 41 points at a depth of 0 to 20 cm, and the total concentration of cadmium was measured using Inductively Coupled Plasma Optical Emission Spectrometry (ICP-OES) after digesting the samples with aqua regia, in accordance with the EPA 3050B standard. The results showed that the average cadmium concentration was 0.79 mg/kg, with a range of 0.17 to 2.05 mg/kg, which is below the permissible limits set by the Environmental Protection Agency of Iran. To assess contamination, environmental indices including the Geo-accumulation Index (Igeo), Contamination Factor (CF), Enrichment Factor (EF), and Ecological Risk Index (ER) were calculated. The Geo-accumulation Index ranged from -0.82 to 2.77, the Ecological Risk Index ranged from 25.50 to 307.50, the Enrichment Factor ranged from 0.69 to 8.57, and the Contamination Factor ranged from 0.85 to 10.25. These indices indicate moderate to relatively high pollution levels in most of the soil samples for cadmium in the studied region. The analysis of these four indices, along with field visits to the area, confirms that human activities have a significant impact on increasing the concentration of this heavy metal in the region's topsoil. This study emphasizes the necessity of proper irrigation and fertilization management to prevent the accumulation of heavy metals. Furthermore, the results clearly demonstrate the influence of industrial and agricultural activities on the increased concentration of cadmium in the region's soils, which could have serious consequences for human health and the environment. Based on the findings, urgent measures are essential to reduce contamination and protect soil resources.

کلیدواژه‌ها [English]

  • Cadmium
  • Soil Pollution
  • Ecological Risk Assessment
  • Environmental Indices
  • Human Health

EXTENDED ABSTRACT

 

Introduction

Soil, as a non-renewable resource, plays a vital role in agricultural production and meeting human food needs. However, soil contamination with heavy metals, particularly cadmium (Cd), poses a serious environmental challenge with significant negative impacts on ecosystems and human health. Cadmium, as a toxic element, enters soils through human activities such as agriculture, industry, and urbanization, and high concentrations can cause major changes in the physical and chemical properties of soil. This pollution not only threatens human health but also adversely affects the quality and yield of agricultural products. Prolonged exposure to cadmium can lead to severe health issues, including damage to the kidneys and lungs. Therefore, accurate assessment of cadmium concentrations in soil and the use of various indices such as contamination factor (CF), enrichment factor (EF), geoaccumulation index (Igeo), and ecological risk assessment (ER) are essential for better understanding the pollution status. Recent studies have shown that high concentrations of cadmium in certain areas, especially near industrial sites and agricultural regions, are due to improper use of chemical fertilizers and urban wastewater. Continuous assessment of soil pollution status and the implementation of necessary measures to reduce it are crucial for protecting the environment and public health. This research investigates cadmium pollution in the soils of Shahr-e Rey County in Tehran Province and evaluates pollution levels using scientific methods. The results of this study can aid in better management of soil and water resources, contributing to ecosystem preservation and improving the quality of life for local residents.

Materials and Methods:

This study focuses on investigating soil contamination in Shahr-e Rey County, Tehran Province, with an emphasis on cadmium (Cd) concentration and its influencing factors. Shahr-e Rey County is recognized as one of the important agricultural areas in Tehran Province. The study area covers approximately 5,500 hectares. In this research, 41 soil samples were collected from a depth of 0 to 20 centimeters, and various physical and chemical properties of the soil including texture, organic carbon (OC), acidity (pH), electrical conductivity (EC), available phosphorus, and lime content were measured using standard soil analysis methods. Subsequently, total cadmium concentration was determined. Environmental indices including geoaccumulation index (Igeo), contamination factor (CF), enrichment factor (EF), and ecological risk assessment (ER) were calculated. Finally, a spatial variability map of cadmium was created using the nearest neighbor interpolation method. The accuracy of the spatial modeling was validated using metrics such as root mean square error (RMSE) and coefficient of determination (R²) along with leave-one-out cross-validation (LOOCV).

Results and Discussion:

In this study, cadmium (Cd) concentration in soil samples was examined. The concentration range of cadmium varied from 0.17 to 2.05 mg/kg. The maximum concentration found was 2.05 mg/kg, significantly exceeding national and international permissible limits. The average cadmium concentration was reported at 0.79 mg/kg, indicating considerable soil pollution in the area that could negatively impact plant health and living organisms. The ecological risk index (ER) revealed that approximately 7% of samples fell into the low-risk category, 17% into moderate risk, 56% into significant risk, and 20% into high-risk categories, indicating substantial environmental hazards. The geoaccumulation index (Igeo) averaged 1.20. Based on the classification of this index, approximately 10% of the samples fell into the unpolluted class, 24% into the unpolluted to slightly polluted class, 51% into the moderately polluted class, and 15% into the moderately to severely polluted class. The enrichment factor (EF) had an average of 3.29, with about 22% of the samples classified as having minimal enrichment, 63% as having moderate enrichment, and 15% as having high enrichment. The contamination factor (CF) also showed an average of 3.94, with around 5% of the samples in the low pollution class, 29% in the moderate pollution class, 51% in the high pollution class, and 15% in the very high pollution class.The cadmium distribution map created using the nearest neighbor method showed significant accumulation particularly in the northwestern and central areas influenced by industrial activities and irrigation with wastewater. These findings underscore the need for management measures to mitigate pollution risks.Furthermore, validation of the nearest neighbor method using LOOCV resulted in a coefficient of determination R2=0.42 and root mean square error RMSE=0.35 Overall, increased cadmium concentrations in surface soils can be attributed to human activities such as wastewater irrigation practices, pesticide use, chemical fertilizers application, as well as proximity to Iranol Oil Refinery.

Conclusions

Geochemical analysis focusing on indices such as geoaccumulation index (Igeo), enrichment factor (EF), contamination factor (CF), and ecological risk assessment (ER) indicates relatively severe cadmium pollution in agricultural soils resulting from human activities including agriculture, industry, and wastewater usage. The results highlight significant levels of cadmium pollution in the region's soil necessitating careful management of water and soil resources. Additionally, impacts from human activities such as industrial wastewater discharge on soil contamination were evaluated. Given Shahr-e Rey County's proximity to Tehran metropolis and extensive industrial activities, pollution from these sources could pose serious environmental health risks. Therefore, precise planning for water and soil resource management is essential to preserve regional ecosystems while enhancing residents' quality of life.

Author Contributions

 Conceptualization, Sh.R.S., A.K. and F.S.; methodology, Sh.R.S. and A.K.; software, Sh.R.S. and A.K.; validation, Sh.R.S. and A.K.; formal analysis, Sh.R.S. and A.K.; investigation, Sh.R.S. and A.K.; resources, A.K.; data curation, Sh.R.S. and A.K.; writing—original draft preparation, Sh.R.S. and A.K.; writing—review and editing, Sh.R.S., A.K. and F.S.; visualization, Sh.R.S. and A.K.; supervision, A.K.; project administration, A.K.; funding acquisition, A.K. All authors have read and agreed to the published version of the manuscript. All authors contributed equally to the conceptualization of the article and writing of the original and subsequent drafts.

Data Availability Statement

Data is available on reasonable request from the authors.

Acknowledgements

The authors would like to thank the reviewers and editor for their critical comments that helped to improve the paper. The authors gratefully acknowledge the support and facilities provided by the Department of Soil Science, University of Tehran, Iran.

Ethical considerations

The authors avoided data fabrication, falsification, plagiarism, and misconduct.

Conflict of interest

The authors declare no conflict of interest.

Abbasi, N., Mohammadi Galangash, M. (2024). Investigation of heavy metal concentrations in agricultural topsoil of Miandoab landfill area. Iranian Journal of Health and Environment, 17(2), 343-58. (in persian).
Adamo, P., Arienzo, M., Imperato, M., Naimo, D., Nardi, G., & Stanzione, D. (2005). Distribution and partition of heavy metals in surface and sub-surface sediments of Naples city port. Chemosphere, 61(6), 800-809.
Ahmed, N. O., Fagorite, V. I., Chikwado, A. G., Apata, D. M., Yunusa, L. J., Itiveh, E. S., & Biliaminu, Z. B. (2024). Pollution assessment and index properties of Okpulor soils, Rivers State, Nigeria: geochemical characterization, geotechnical and geoenvironmental implications. Discover Environment, 2(1), 60.
Anggraeni, D., Oginawati, K., Fahimah, N., Salami, I. R. S., Absari, H. R., Mukhaiyar, U.,... & Adiyani, L. (2024). Analysis of heavy metals (Pb and Cd) in soil layers of Indonesia: Spatial distribution, potential source, and groundwater effect. Case Studies in Chemical and Environmental Engineering, 9, 100652.
Bagheri, Y. R., Meskini Vishkaei, F., Mohammad Esmail, Z., Saadat, S., & Rezaei, H. (2017). Assessment and zoning of environmental risk of soil heavy metals using pollution indices in agricultural lands south of Tehran. Journal of Natural Environment , 70 (4), 757-868. (in persian).
Boerngen, J. G. S., & Hansford, T. (1981). Chemical analyses of soils and other surficial materials of the conterminous United States.
Cano, T. G., Lonin, S., & Kim, K. Meta-Analysis of Harmful Heavy Metals in Colombian Sediments (1996-2024); a New Approach for Ecological Risk Assessment from Cartagena Bay to Similar Coastal Environments. Available at SSRN 4916752.
Chen, L., Wang, G., Wu, S., Xia, Z., Cui, Z., Wang, C., & Zhou, S. (2019). Heavy metals in agricultural soils of the Lihe River watershed, East China: spatial distribution, ecological risk, and pollution source. International Journal of Environmental Research and Public Health, 16(12), 2094.
Farsi Pour, S. (2010). Study on Changes in the Concentration of Cd, Sb and Sn in the Soils Surrounding the Sarcheshmeh Copper Complex in Kerman. Master's thesis in Soil Science, Faculty of Agriculture, University of Tehran. (in persian).
George, S. D., Ahmed, N. O., Yunusa, L. J., Senbore, S., & Yomi-Agbajor, E. B. (2023). Ecological and human health impacts of oil spill-induced heavy metal contamination in the Niger Delta environment, Nigeria: post-remedial assessment, risks, and mitigation strategies. International Journal of Ecology and Environmental Sciences, 5(3), 24-42.
Ghasemzade, A. , Karimi, A. , Ziyaee, A. and Fotovat, A. (2021). Pollution Assessment and Source of Selected Heavy Metals in Agricultural Soils, Southern Sabzevar, Northeastern Iran. Journal of Soil Management and Sustainable Production, 11(1), 1-26. (in persian).
Gupta, N., Yadav, K. K., Kumar, V., Cabral-Pinto, M. M., Alam, M., Kumar, S., & Prasad, S. (2021). Appraisal of contamination of heavy metals and health risk in agricultural soil of Jhansi city, India. Environmental Toxicology and Pharmacology, 88, 103740.
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., & Saadati, N. (2022). Potential ecological risk assessment of heavy metals (trace elements) in coastal soils of southwest Iran. Frontiers in Public Health, 10, 889130.
Holmgren, G. G. S., Meyer, M. W., Chaney, R. L., & Daniels, R. B. (1993). Cadmium, lead, zinc, copper, and nickel in agricultural soils of the United States of America (Vol. 22, No. 2, pp. 335-348). American Society of Agronomy, Crop Science Society of America, and Soil Science Society of America.
Jiao, W., Chen, W., Chang, A. C., & Page, A. L. (2012). Environmental risks of trace elements associated with long-term phosphate fertilizers applications: a review. Environmental pollution, 168, 44-53.
Karimi, A., Naghizadeh, A., Biglari, H., Peirovi, R., Ghasemi, A., & Zarei, A. (2020). Assessment of human health risks and pollution index for heavy metals in farmlands irrigated by effluents of stabilization ponds. Environmental Science and Pollution Research, 27, 10317-10327.
Khan, M. A., Khan, S., Khan, A., & Alam, M. (2017). Soil contamination with cadmium, consequences and remediation using organic amendments. Science of the total environment, 601, 1591-1605.
Kowsari, M. H., Saghi, M., Rastegar, A., & Sotude, S. (2022). Investigation of Heavy Metals in the Soil around Municipal Waste Landfill. Journal of Sabzevar University of Medical Sciences, 29(1), 65-76. (in persian).
Kuang, Y., Chen, X., & Zhu, C. (2024). Characteristics of Soil Heavy Metal Pollution and Health Risks in Chenzhou City. Processes, 12(3), 623.
Kumar, V., Sharma, A., Kaur, P., Sidhu, G. P. S., Bali, A. S., Bhardwaj, R.,... & Cerda, A. (2019). Pollution assessment of heavy metals in soils of India and ecological risk assessment: A state-of-the-art. Chemosphere, 216, 449-462.
Li, S., Xi, W., Li, C., & Bi, T. (2020). Study on pollutant model construction and three-dimensional spatial interpolation in soil environmental survey. In IOP Conference Series: Earth and Environmental Science (Vol. 467, No. 1, p. 012154). IOP Publishing.
Li, W., Zhang, S., Gao, F., Chen, Z., Jiang, J., & Sun, G. X. (2024). Spatial distribution, sources apportionment and risk assessment of heavy metals in the Changchun black soil area, China. Journal of Hazardous Materials Advances, 13, 100402.
Liao, J., Cui, X., Feng, H., & Yan, S. (2021). Environmental background values and ecological risk assessment of heavy metals in watershed sediments: A comparison of assessment methods. Water, 14(1), 51.
Lukaszek-Chmielewska, A., Rakowska, J., Rachwał, M., & Stawarz, O. (2025). Assessment of forest soil contamination by heavy metals in the Polish National Park near Warsaw. Scientific Reports, 15(1), 4099.
Maas, S., Scheifler, R., Benslama, M., Crini, N., Lucot, E., Brahmia, Z., ... & Giraudoux, P. (2010). Spatial distribution of heavy metal concentrations in urban, suburban and agricultural soils in a Mediterranean city of Algeria. Environmental pollution, 158(6), 2294-2301.
Mahar, A., Ali, A., Lahori, A. H., Wahid, F., Li, R., Azeem, M., ... & Zhang, Z. (2020). Promising technologies for Cd-contaminated soils: drawbacks and possibilities. Environment, climate, plant and vegetation growth, 63-91.
Makarmi Yamchi, H. (2016). Investigation of the Effects of Wastewater Use on Soil Quality in Agricultural Lands in the Shahr-e-Ray Region. Master's thesis, Faculty of Earth Sciences, Shahrood University of Technology. (in persian).
Mansouri Moghadam, S., Payandeh, K., Koushafar, A., Goosheh, M., & Mohammadi Rouzbahani, M. (2024). Level of heavy metals and environmental pollution index in Ahvaz, Southwest Iran. Scientific Reports, 14(1), 14754.
Mardani, G., Sadeghi, M., & Ahankoob, M. (2010). Soil Pollution along the Surface Runoff in Southern Tehran. Journal of Water and Wastewater. 21(3), 108-113. (in persian).
Mohammadi, A., Hajizadeh, Y., Taghipour, H., Mosleh Arani, A., Mokhtari, M., & Fallahzadeh, H. (2018). Assessment of metals in agricultural soil of surrounding areas of Urmia Lake, northwest Iran: A preliminary ecological risk assessment and source identification. Human and Ecological Risk Assessment: An International Journal, 24(8), 2070-2087.
Moslehi, A., Feizian, M., & Eisvand, H. (2019). Effect of Phosphate fertilizer in salinity stress conditions on Cadmium fate in the plant and qualitative characteristics of tobacco. Journal of Crop Production, 12(2), 89-106. (in persian).
Nomas, A. H., and Al-Shamma, A. (2023). Calculation of Pollution Indicators for Heavy Metals in the Surface Soil of Nasiriyah Oil Field. Journal of Survey in Fisheries Sciences, 10(3S), 1077-1086.
Nowrouzi, M. and Pourkhabbaz, A. (2014). Application of geoaccumulation index and enrichment factor for assessing metal contamination in the sediments of Hara Biosphere Reserve, Iran. Chemical Speciation and Bioavailability, 26(2), pp.99-105.
Pan, Y., Chen, M., Wang, X., Chen, Y., & Dong, K. (2022). Ecological risk assessment and source analysis of heavy metals in the soils of a lead-zinc mining watershed area. Water, 15(1), 113.
Rahmani, H. R. and Khanmohammadi, Z. (2024). Investigation of heavy metals in the soil of some paddy fields around Isfahan and the effect of cadmium on food security. Iranian Journal of Soil and Water Research, 55(10), 1845-1861. (in persian).
Rehman, Q., Rehman, K., & Akash, M. S. H. (2021). Heavy metals and neurological disorders: from exposure to preventive interventions. In Environmental contaminants and neurological disorders (pp. 69-87). Cham: Springer International Publishing.
Rujner, H., Flanagan, K., & Viklander, M. (2021). Comparison of spatial interpolation methods for soil moisture in Green Stormwater Infrastructure. In 15th International Conference on Urban Drainage (ICUD 2021), October 25-28, 2021, Online/Melbourne, Australia (pp. 598-600).
Salmasi, R., & Pyrowan, H. (2021). Soil pollution to some heavy metals and their relation with soil properties in Sareskand, East Azarbayjan. Journal of Environmental Science and Technology. 97-106. (in persian).
Shayestehfar, M., Shafiee, N., Shirani, H., Rezaei, A., & Kargar Dianati, M. (2012). Distribution of As and Se Elements in the Soil of the Sarcheshmeh Copper Mine Area, Kerman. Water and Soil, 26(3), doi: 10.22067/jsw.v0i0.14862. (in persian).
Sohrabizadeh, Z., Sodaiezadeh, H., Hakimizadeh, M. A., Taghizadeh Mehrjardi, R., & Ghanei Bafaqi, M. J. (2020). Evaluation of Heavy Metal Contamination in Soil Samples around the Lead-Zinc Mine of Kushk, Bafq, using Pollution Indicators and Principal Component Analysis. Geography and Environmental Planning, 31(1), 15-34. (in persian).
Su, Y. Z., & Yang, R. (2008). Background concentrations of elements in surface soils and their changes as affected by agriculture use in the desert-oasis ecotone in the middle of Heihe River Basin, North-west China. Journal of Geochemical Exploration, 98(3), 57-64.
Taghavi, M., Bakhshi, K., Zarei, A., Hoseinzadeh, E., & 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.
Tomczyk, P., Wdowczyk, A., Wiatkowska, B., & Szymańska-Pulikowska, A. (2023). Assessment of heavy metal contamination of agricultural soils in Poland using contamination indicators. Ecological Indicators, 156, 111161.
Tume, P., Bech, J., Longan, L., Tume, L., Reverter, F., & Sepulveda, B. (2006). Trace elements in natural surface soils in Sant Climent (Catalonia, Spain). Ecological Engineering, 27(2), 145-152.
Wardani, N. K., Prartono, T., & Sulistiono, S. (2020). Sediments quality based on Geo-Accumulation Index in heavy metals (Pb, Cu, and Cd) of Cengkok coastal waters, Banten Bay. Jurnal Pendidikan IPA Indonesia, 9(4), 574-582.
Xie, Q., & Ren, B. (2022). Pollution and risk assessment of heavy metals in rivers in the antimony capital of Xikuangshan. Scientific reports, 12(1), 14393.
Zhang, P., Wei, X., Zhang, Y., Zhan, Q., Bocharnikova, E., & Matichenkov, V. (2023). Silicon-mediated alleviation of cadmium toxicity in soil–plant system: historical review. Environmental Science and Pollution Research, 30(17), 48617-48627.
Zhuang, P., Zou, B., Li, N. Y., & Li, Z. A. (2009). Heavy metal contamination in soils and food crops around Dabaoshan mine in Guangdong, China: implication for human health. Environmental geochemistry and health, 31, 707-715.