Heavy Metal Source Apportionment, Environmental Capacity, and Health Risk Assessment in Agricultural Soils of a Rice-Growing Watershed in Eastern China

This study collected 427 cultivated topsoil samples from the Mohe watershed in Tangcheng County, eastern China. By integrating positive matrix factorization (PMF) for quantitative source apportionment with self-organizing maps (SOMs) for spatial clustering, we effectively identified pollution factors and conducted a systematic evaluation of pollution sources, environmental capacity, and health risks. The results show that: (1) the soils were slightly acidic and enriched in Cd, Cr, Cu, Hg, and Pb, with Cd and Hg showing high spatial variability linked to anthropogenic inputs. (2) Quantitative source apportionment indicated that 25.9% of heavy metals (As, Cr, Ni, Pb) originated mainly from natural pedogenic sources, while agricultural activities contributed 20.8% (Cd) and 42.8% (Cu, Zn). Hg (10.5%) enrichment was attributed to residential coal combustion and wind patterns, demonstrating source-specific anthropogenic influences. (3) The environmental capacity assessment indicated a moderate capacity level across the study area. However, the improved index (PImin) revealed overload phenomena at localized sites, and these overloaded areas exhibited high spatial consistency with the distributions of agricultural and mixed sources. (4) Health risk evaluation indicated that hand-to-mouth ingestion was the dominant exposure pathway, with children facing significantly higher risks than adults. Non-carcinogenic risks remained within safe limits, but carcinogenic risks were non-negligible, with 86.7% of sites exceeding the threshold for children, especially in cultivated lands and riverbank villages. Findings underscore the importance of addressing synergistic effects of natural and agricultural sources in watershed management and prioritizing children’s health protection.

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Publication Details

Journal
Agriculture
Published
2025-10-31
DOI
https://doi.org/10.3390/agriculture15212275
Primary Topic
Heavy metals in environment
Type
article
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article

Heavy Metal Source Apportionment, Environmental Capacity, and Health Risk Assessment in Agricultural Soils of a Rice-Growing Watershed in Eastern China

Fugui Zhang, Zhigao Zhang, Linsong Yu, Jingyi Zhang et al.
Agriculture
Heavy metals in environment
article

Heavy Metal Source Apportionment, Environmental Capacity, and Health Risk Assessment in Agricultural Soils of a Rice-Growing Watershed in Eastern China

Fugui Zhang, Zhigao Zhang, Linsong Yu, Jingyi Zhang, Zeming Shi, Shiyong Li, Yanling Chu, Zhaoyu Zhou, Huayong Li
article en

Abstract

This study collected 427 cultivated topsoil samples from the Mohe watershed in Tangcheng County, eastern China. By integrating positive matrix factorization (PMF) for quantitative source apportionment with self-organizing maps (SOMs) for spatial clustering, we effectively identified pollution factors and conducted a systematic evaluation of pollution sources, environmental capacity, and health risks. The results show that: (1) the soils were slightly acidic and enriched in Cd, Cr, Cu, Hg, and Pb, with Cd and Hg showing high spatial variability linked to anthropogenic inputs. (2) Quantitative source apportionment indicated that 25.9% of heavy metals (As, Cr, Ni, Pb) originated mainly from natural pedogenic sources, while agricultural activities contributed 20.8% (Cd) and 42.8% (Cu, Zn). Hg (10.5%) enrichment was attributed to residential coal combustion and wind patterns, demonstrating source-specific anthropogenic influences. (3) The environmental capacity assessment indicated a moderate capacity level across the study area. However, the improved index (PImin) revealed overload phenomena at localized sites, and these overloaded areas exhibited high spatial consistency with the distributions of agricultural and mixed sources. (4) Health risk evaluation indicated that hand-to-mouth ingestion was the dominant exposure pathway, with children facing significantly higher risks than adults. Non-carcinogenic risks remained within safe limits, but carcinogenic risks were non-negligible, with 86.7% of sites exceeding the threshold for children, especially in cultivated lands and riverbank villages. Findings underscore the importance of addressing synergistic effects of natural and agricultural sources in watershed management and prioritizing children’s health protection.

AgricultureVol. 15(21)
Jilin University (CN), Chinese Academy of Geological Sciences (CN), Chengdu University of Technology (CN), Anyang Normal University (CN)
Openalex Percentile: Top 74%
Heavy metals in environment
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