Pollution Characteristics and Risk Assessment of Heavy Metals in Agricultural Soils Across Different Regions of China

ABSTRACT To evaluate the contamination levels and ecological risks of heavy metals (HMs) in agricultural soils, 85 soil samples were collected from 14 provinces across China. The concentrations of seven heavy metals (Mn, Zn, Cr, Pb, Cu, Ni, and As) were measured, with mean values of 509.83, 87.38, 64.07, 26.92, 35.10, 29.16, and 12.21 mg/kg, respectively. Spatial distribution analysis revealed that the total concentrations of ΣHMs in soils across 14 provinces exhibited a descending regional gradient: southern China (mean: 129.14 mg/kg) > central China (117.85 mg/kg) > northwestern China (102.77 mg/kg) > northeastern China (99.84 mg/kg). To circumvent spurious correlations inherent in traditional source apportionment methods, this study employs a ternary ensemble strategy integrating compositional data analysis, SELBAL, and principal component/partial matrix factorization to analyze HM sources in interregional agricultural soils across China. The study indicates that HMs in farmland soils primarily originate from natural factors associated with bedrock and composite sources, including industrial production and motor vehicle exhaust emissions, as well as atmospheric deposition processes. The ecological risk assessment revealed no detectable pollution risks for Cr, Mn, and Ni, whereas As, Zn, Pb, and Cu exhibited relatively low contamination levels. Monte Carlo modeling was employed to conduct quantitative assessments of health risks, revealing oral ingestion as the primary exposure pathway. As was identified as the predominant noncarcinogenic risk factor, whereas Ni was identified as the core carcinogenic risk factor.

Authors

Institutions

Publication Details

Journal
CLEAN - Soil Air Water
Published
2026-04-01
DOI
https://doi.org/10.1002/clen.70168
Primary Topic
Heavy metals in environment
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Pollution Characteristics and Risk Assessment of Heavy Metals in Agricultural Soils Across Different Regions of China

Wenju Dai, Xu Zhu, Yukun Jiang, Huixi Wang et al.
CLEAN - Soil Air Water
Heavy metals in environment
article

Pollution Characteristics and Risk Assessment of Heavy Metals in Agricultural Soils Across Different Regions of China

Wenju Dai, Xu Zhu, Yukun Jiang, Huixi Wang, Quan Sun, Wenhua Zhou, Qing Luo
article en

Abstract

ABSTRACT To evaluate the contamination levels and ecological risks of heavy metals (HMs) in agricultural soils, 85 soil samples were collected from 14 provinces across China. The concentrations of seven heavy metals (Mn, Zn, Cr, Pb, Cu, Ni, and As) were measured, with mean values of 509.83, 87.38, 64.07, 26.92, 35.10, 29.16, and 12.21 mg/kg, respectively. Spatial distribution analysis revealed that the total concentrations of ΣHMs in soils across 14 provinces exhibited a descending regional gradient: southern China (mean: 129.14 mg/kg) > central China (117.85 mg/kg) > northwestern China (102.77 mg/kg) > northeastern China (99.84 mg/kg). To circumvent spurious correlations inherent in traditional source apportionment methods, this study employs a ternary ensemble strategy integrating compositional data analysis, SELBAL, and principal component/partial matrix factorization to analyze HM sources in interregional agricultural soils across China. The study indicates that HMs in farmland soils primarily originate from natural factors associated with bedrock and composite sources, including industrial production and motor vehicle exhaust emissions, as well as atmospheric deposition processes. The ecological risk assessment revealed no detectable pollution risks for Cr, Mn, and Ni, whereas As, Zn, Pb, and Cu exhibited relatively low contamination levels. Monte Carlo modeling was employed to conduct quantitative assessments of health risks, revealing oral ingestion as the primary exposure pathway. As was identified as the predominant noncarcinogenic risk factor, whereas Ni was identified as the core carcinogenic risk factor.

CLEAN - Soil Air WaterVol. 54(4)
Shenyang Conservatory of Music (CN), Shenyang Environmental Protection Bureau (CN), Shenyang University (CN)
Liaoning Revitalization Talents Program
Openalex Percentile: Top 25%
Heavy metals in environment
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Pollution Characteristics and Risk Assessment of Heavy Metals in Agricultural Soils Across Different Regions of China — Wenju Dai, Xu Zhu, et al. · CLEAN - Soil Air Water (2026) | TGRS Research Map | TGRS