Heavy metal contamination and risk assessment with uncertainty analysis in agricultural soils at a rural–urban interface

Abstract As traditional pollution risk assessments fail to comprehensively consider the conbined effects of individual element toxicity and pollutant species, a modified geoaccumulation index ( I geo ) was proposed to identify priority trace metals and assess pollution risk characteristics in agricultural soils at a rural–urban interface area. Seventy agricultural soil samples were collected and analyzed for 6 heavy metals (Cr, Ni, Cu, Zn, Cd, Pb). To account for uncertainty from spatial heterogeneity in soil heavy metals and model parameters in the risk assessment model, a health risk model coupled with probabilistic triangular fuzzy numbers (TFN) was utilized to evaluate human health risks from three primary exposure pathways. The average concentrations of Cr, Ni, Cu, Zn, Cd, and Pb (mg kg −1 ) were 75.3, 22.6, 44.0, 189, 0.63, and 106, respectively, indicating elevated accumulation of Cd and Pb. The proposed I geo index determined elevated pollution risk levels comparable to the conventional index. Notably, Cd was identified as a priority trace metal to control due to its severe contamination risk ( I m = 3.3). The health risk model revealed no significant non-carcinogenic or cancer risk for adults. However, health risk for children were determined to be unacceptable, with a hazard index (HI) value > 1.0 and a total carcinogenic risk (TCR) > 1.0E−04. Ingestion was identified as the primary pathway of exposure to soil heavy metals. The TFN-based probabilistic assessment indicated higher cancer risk for children than the deterministic method. This difference may be attributed to Cr, which has moderate spatial variability and contributes substantially to health risk. This study provides new insights into pollution and human health risk from soil heavy metals, which can be used to generate strategies to prioritize decision-making on soil heavy metal pollution remediation and risk management in soil environments.

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Publication Details

Journal
Scientific Reports
Published
2026-10-28
DOI
https://doi.org/10.1038/s41598-026-77230-0
Primary Topic
Heavy metals in environment
Type
article
Field-Weighted Citation Impact
0.00

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article

Heavy metal contamination and risk assessment with uncertainty analysis in agricultural soils at a rural–urban interface

Randy Alan Dahlgren, Fang Xia, Changsheng Jin, Zhenfeng Wang et al.
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Scientific Reports
Heavy metals in environment
article

Heavy metal contamination and risk assessment with uncertainty analysis in agricultural soils at a rural–urban interface

Randy Alan Dahlgren, Fang Xia, Changsheng Jin, Zhenfeng Wang, Xiao Yan
article en

Abstract

Abstract As traditional pollution risk assessments fail to comprehensively consider the conbined effects of individual element toxicity and pollutant species, a modified geoaccumulation index ( I geo ) was proposed to identify priority trace metals and assess pollution risk characteristics in agricultural soils at a rural–urban interface area. Seventy agricultural soil samples were collected and analyzed for 6 heavy metals (Cr, Ni, Cu, Zn, Cd, Pb). To account for uncertainty from spatial heterogeneity in soil heavy metals and model parameters in the risk assessment model, a health risk model coupled with probabilistic triangular fuzzy numbers (TFN) was utilized to evaluate human health risks from three primary exposure pathways. The average concentrations of Cr, Ni, Cu, Zn, Cd, and Pb (mg kg −1 ) were 75.3, 22.6, 44.0, 189, 0.63, and 106, respectively, indicating elevated accumulation of Cd and Pb. The proposed I geo index determined elevated pollution risk levels comparable to the conventional index. Notably, Cd was identified as a priority trace metal to control due to its severe contamination risk ( I m = 3.3). The health risk model revealed no significant non-carcinogenic or cancer risk for adults. However, health risk for children were determined to be unacceptable, with a hazard index (HI) value > 1.0 and a total carcinogenic risk (TCR) > 1.0E−04. Ingestion was identified as the primary pathway of exposure to soil heavy metals. The TFN-based probabilistic assessment indicated higher cancer risk for children than the deterministic method. This difference may be attributed to Cr, which has moderate spatial variability and contributes substantially to health risk. This study provides new insights into pollution and human health risk from soil heavy metals, which can be used to generate strategies to prioritize decision-making on soil heavy metal pollution remediation and risk management in soil environments.

Scientific Reports
Shaoxing University (CN), Wenzhou Medical University (CN), Zhejiang University (CN)
National Natural Science Foundation of China
Good health and well-being
Openalex Percentile: Top 25%
Heavy metals in environment
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