基于网络环境分析的锡矿山地区土壤重金属污染与生态风险评价

谢青, 任伯帜, 曾方明

中国环境科学 ›› 2026, Vol. 46 ›› Issue (2) : 843-857.

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PDF(2344 KB)
中国环境科学 ›› 2026, Vol. 46 ›› Issue (2) : 843-857.
土壤污染与控制

基于网络环境分析的锡矿山地区土壤重金属污染与生态风险评价

  • 谢青1, 任伯帜2, 曾方明1
作者信息 +

Pollution and ecological risk assessment of heavy metal in soils in the Xikuangshan area based on network environ analysis

  • XIE Qing1, REN Bo-zhi2, ZENG Fang-ming1
Author information +
文章历史 +

摘要

以锡矿山地区为研究对象,分析表层(0~0.5m)、中层(1.0~1.5m)和深层(2.5~3.0m)土壤中Zn、Pb、Cd、Hg、As、Mn和Sb含量及污染特征,采用网络环境分析(NEA)等多种方法评价其生态风险,并基于绝对主成分-多元线性回归(APCS-MLR)受体模型解析风险来源.结果表明,研究区土壤中重金属含量总体表现为表层土壤高于下层土壤,除Pb外的其它元素平均含量均超过湖南省土壤背景值.随着土层深度的增加,重金属含量变化不显著,污染已迁移至深层.不同深度土壤中Sb和Hg具高毒性概率和高生态风险,As具较高毒性概率和中等风险,Cd存在强生态风险但毒性概率低.表层土壤植被对微生物的初始风险是植被对草食动物的2.23倍,是植被对肉食动物的22.33倍,Sb的综合生态风险最高,土壤微生物是最高的风险受体.源解析表明,土壤Zn、Pb、Cd主要来自工矿冶炼和交通运输等大气沉降,其次受废石尾矿淋滤释放影响;As、Mn和Sb主要受废石、尾矿淋滤释放的影响,其次是地质背景等自然源;Hg来源于废石尾矿重金属的淋滤释放和污水灌溉等农业活动.

Abstract

Systematic analyses were conducted on total contents and pollution characteristics of Zn, Pb, Cd, Hg, As, Mn and Sb in surface (0~0.5m), middle (1.0~1.5m), and deep (2.5~3.0m) soils of the Xikuangshan area. Ecological risks of heavy metals (HMs) were evaluated by using potential ecological risk index (PERI), mean effect range median quotient (MERMQ) and network environ analysis (NEA), and their potential sources were apportioned and identified through an absolute principal component score-multiple linear regression (APCS-MLR) receptor model. The results showed that the HM contents in the surface layer were highest, and the average contents of all elements except Pb in soils exceeded the background values of Hunan Province. As the soil depth increased, the changes of HM contents were not significant, indicating contamination has diffused to deeper layers. The antimony mining area exhibited a high probability of toxic effect and severe ecological risk for Sb and Hg, moderate toxic probability and risk for As, and a high risk yet low toxic probability for Cd. In topsoil, the initial risk transmitted from vegetation to microorganisms was 2.23-fold that to herbivores and 22.33-fold that to carnivores. Notably, Sb posed the highest comprehensive ecological risk, and soil microorganisms were the most vulnerable ecological receptor. Source apportionment revealed that Zn, Pb and Cd in soils primarily originated from atmospheric deposition of industrial/mining smelting and transportation, and also impacted by the waste rocks/tailings leaching. As, Mn and Sb predominantly derived from waste rocks /tailings leaching, supplemented by natural resource of high geological background. Hg mainly stemmed from agricultural activities, particularly sewage irrigation, with secondary contributions from waste rocks /tailings leaching.

关键词

土壤重金属 / 网络环境分析 / 生态风险 / 源解析 / 锡矿山地区

Key words

soil heavy metals / source analysis / ecological risk / network environ analysis / the Xikuangshan area

引用本文

导出引用
谢青, 任伯帜, 曾方明. 基于网络环境分析的锡矿山地区土壤重金属污染与生态风险评价[J]. 中国环境科学. 2026, 46(2): 843-857
XIE Qing, REN Bo-zhi, ZENG Fang-ming. Pollution and ecological risk assessment of heavy metal in soils in the Xikuangshan area based on network environ analysis[J]. China Environmental Science. 2026, 46(2): 843-857
中图分类号: X53   

参考文献

[1] 何孟常,季海冰,赵承易,等.锑矿区土壤和植物中重金属污染初探[J].北京师范大学学报(自然科学版), 2002,38(6):417-420. He M C, Ji H B, Zhao C Y, et al. Preliminary study of heavy metal pollution in soil and plant near antimony mine area [J]. Journal of Beijing Normal University (Natural Science), 2002,38(6):417-420.
[2] 赵清英,张泽民,谭昭,等.西南三个典型锑矿区锑砷赋存形态与污染特征[J].环境科学研究, 2023,37(7):1612-1625. Zhao Q Y, Zhang Z M, Tan Z, et al. Speciation and environmental pollution characteristics in three typical antimony mining areas of southwest China [J]. Research of Environmental Sciences, 2023,37(7): 1612-1625.
[3] 莫昌琍,吴丰昌,符志友,等.湖南锡矿山锑矿区农用土壤锑、砷及汞的污染状况初探[J].矿物学报, 2013,33(3):344-350. Mo C L, Wu F C,Fu Z Y, et al. Antimony, arsenic and mercury polluton in agricultural soil of antimony mine area in Xikuangshan, Hunan [J]. Acta Mieralogical Sinica, 2013,33(3):344-350.
[4] 黄中杰,邓仁健,周赛军,等.矿业活动对锑矿区土壤的重金属污染特征及生态风险影响[J].土木与环境工程学报, 2020,42(4):194-200. Huang Z J, Deng R J, Zhou S J, et al. Effects of mining activities on soil heavy metal pollution characteristics and ecological risk in antimony mining area [J]. Journal of Civil and Environmental Engineering, 2020,42(4):194-200.
[5] 宁增平,赵彦龙,肖青相,等.高锑地质背景区某锑冶炼厂周边土壤锑污染特征及其来源分析[C] //中国矿物岩石地球化学学会第17届学术年会论文集.杭州, 2019:891-892. Ning Z P, Zhao Y L, Xiao Q X, et al. Characterization of antimony pollution and source analysis in soils around an antimony smelter in a high-antimony geological background area [C] //Proceedings of the 17th Academic Annual Conference of the Geochemistry Society of China, Hangzhou, 2019:891-892.
[6] Li X, Yang H, Zhang C, et al. Spatial distribution and transport characteristics of heavy metals around an antimony mine area in central China [J]. Chemosphere, 2017,170:17-24.
[7] 张龙,宋波,黄凤艳,等.湖南锡矿山周边土壤-农作物系统锑迁移转换特征及污染评价[J].环境科学, 2022,43(3):1558-1566. Zhang L, Song B, Huang F Y, et al. Characteristics of antimony migration and transformation and pollution evaluation in a soil-crop system around a Tin mine in Hunan Province [J]. Environmental Science, 2022,43(3):1558-1566.
[8] Wang N, Wang A, Kong L, et al. Calculation and application of Sb toxicity coefficient for potential ecological risk assessment [J]. Science of The Total Environment, 2018,610-611:167-174.
[9] Guo W, Zhang Z, Wang H, et al. Exposure characteristics of antimony and coexisting arsenic from multi-path exposure in typical antimony mine area [J]. Journal of Environmental Management, 2021,289: 112493.
[10] Shu W S, Ye Z H, Lan C Y, et al. Acidification of lead/zinc mine tailings and its effect on heavy metal mobility [J]. Environment International, 2001,26(5/6):389-394.
[11] Cánovas C R, Macías F, Olías M, et al. Metal-fluxes characterization at a catchment scale: Study of mixing processes and end-member analysis in the Meca River watershed (SW Spain) [J]. Journal of Hydrology, 2017,550(1):590-602.
[12] 项萌,张国平,李玲,等.广西铅锑矿冶炼区土壤剖面及孔隙水中重金属污染分布规律[J].环境科学, 2012,33(1):266-272. Xiang M, Zhang G P, Li L, et al. Characteristics of heavy metals in soil profile and pore water around Hechi antimony-lead smelter, Guangxi, China [J]. Environmental Science, 2012,33(1):266-272.
[13] 冯园,王娟,张倩.典型锑冶炼地块不同功能区土壤中锑、砷污染分布特征及风险评估[J].中国地质, 2025,52(3):1107-1115. Feng Y, Wang J, Zhang Q. Distribution characteristics and risk assessment of antimony and arsenic contamination in soils of different functional areas of typical antimony smelting sites [J]. Geology in China, 2025,52(3):1107-1115.
[14] 杨安,邢文聪,王小霞,等.西藏中部河流,湖泊表层沉积物及其周边土壤重金属来源解析及风险评价[J].中国环境科学, 2020,40(10): 4557-4567. Yang A, Xing W C, Wang X X, et al. Source and risk assessment of heavy metals in surface sediments of rivers, lakes and their surrounding soils in central Tibet [J]. China Environmental Science, 2020,40(10):4557-4567.
[15] 雷国建,陈志良,刘千钧,等.广州郊区土壤重金属污染程度及潜在生态危害评价[J].中国环境科学, 2013,33(S1):49-53. Lei G J, Chen Z L, Liu Q J, et al. The assessments of polluted degree and potential ecological hazards of heavy metals in suburban soil of Guangzhou city [J]. China Environmental Science, 2013,33(S1): 49-53.
[16] 杨昱莹,刘亮,陈明,等.长三角地区南京市表土重金属污染特征及源解析[J].中国环境科学, 2024,44(7):3910-3918. Yang Y Y, Liu L, Chen M, et al. Characterization and source analysis of topsoil heavy metal pollution in Nanjing, Yangtze River Delta Region [J]. China Environmental Science, 2024,44(7):3910-3918.
[17] 赖涓涓,杨德钰,刘亮,等.银川市浅层表土重金属污染特征及源解析[J].中国环境科学, 2024,44(8):4496-4506. Lai J J, Yang D Y, Liu L, et al. Characteristics and source identification of heavy metal pollution in shallow topsoil in Yinchuan City [J]. China Environmental Science, 2024,44(8):4496-4506.
[18] 韩伟,徐仁廷,王乔林.典型峨眉山玄武岩区土壤重金属含量特征及污染风险评价[J].中国环境科学, 2023,43(12):6500-6508. Han W, Xu R T, Wang Q L. Characteristics of heavy metal content and pollution risk assessment in the soil of typical Emeishan Basalt Area [J]. China Environmental Science, 2023,43(12):6500-6508.
[19] 沈城,朱旭东,吴健,等.上海城郊农田土壤锑含量分布及生态风险[J].环境污染与防治, 2023,45(4):544-548. Shen C, Zhu X D, Wu J, et al. Distribution characteristics and potential ecological risk assessment of antimony in urban suburb farmland soil [J]. Environmental Pollution & Control, 2023,45(4):544-548.
[20] Liu X, Chi H J, Tan Z Q, et al. Heavy metals distribution characteristics, source analysis, and risk evaluation of soils around mines, quarries, and other special areas in a region of northwestern Yunnan, China [J]. 2023,458:132050.
[21] Tang P Z, Liu J Z, Lu H W, et al. Information-based Network Environ Analysis for Ecological Risk Assessment of heavy metals in soils [J]. Ecological Modelling, 2017,344:17-28.
[22] Chen S P, Fath B D, Chen B. Information-based network environ analysis: a system perspective for ecological risk assessment [J]. Ecological Indicators, 2011,11(6):1664-1672.
[23] Baird D J, Van Den Brink P J. Using biological traits to predict species sensitivity to toxic substances [J]. Ecotoxicology and Environmental Safety, 2007,67(2):296-301.
[24] Lu J Z, Lu H W, Wang W P, et al. Ecological risk assessment of heavy metal contamination of mining area soil based on land type changes: An information network environ analysis [J]. Ecological Modelling, 2021,455:109633.
[25] 伟韩,宋云涛,郭志娟,等.宣威地区土壤重金属潜在污染风险评价及影响因素解析[J].中国环境科学, 2025,45(5):2643-2653. Han W, Song Y T, Guo Z J, et al. Evaluation and analysis influencing factors of potential heavy metal pollution risk in soil of Xuanwei City [J]. ChinaEnvironmental Science, 2025,45(5):2643-2653.
[26] 吴凯章,刘明,罗中华,等.大宝山矿区周边大气重金属来源与风险评估[J].中国环境科学, 2023,43(12):6270-6280. Wu K Z, Liu M, Luo Z H, et al. Sources and risk assessment of atmospheric heavy metals in the vicinity of Dabao mountain mining area [J]. China Environmental Science, 2023,43(12):6270-6280.
[27] 张贺玉,张静,卢少勇,等.哈素海表层沉积物重金属时空分布特征、生态风险评价及来源解析[J].中国环境科学, 2025,45(2): 991-1003. Zhang H Y, Zhang J, Lu S Y, et al. Spatial and temporal distribution characteristics, ecological risk assessment and source analysis of heavy metals in surfacesediments of Hasuhai Lake [J]. China Environmental Science, 2025,45(2):991-1003.
[28] 王美华.PCA-APCS-MLR和地统计学的典型农田土壤重金属来源解析[J].环境科学, 2023,44(6):3509-3519. Wang M H. Source analysis of heavy metals in typical farmland soils based on PCA-APCS-MLR and geostatistics [J]. Environmental Science, 2023,44(6):3509-3519.
[29] Wang J, Wu H, Wei W, et al. Health risk assessment of heavy metal(loid)s in the farmland of megalopolis in China by using APCS-MLR and PMF receptor models: Taking Huairou District of Beijing as an example [J]. 2022,835:155313.
[30] 段海静,申浩欣,彭超月,等.基于APCS-MLR模型的开封市公交站周边灰尘重金属源解析及健康风险评估[J].环境科学, 2024,45(6): 3502-3511. Duan H J, Shen H X, Peng C Y, et al. Source apportionment and health risk assessment of heavy metals in dust around bus stops in Kaifeng city based on APCS-MLR model [J]. Environmental Science, 2024, 45(6):3502-3511.
[31] 沈智杰,李杰芹,李彩霞,等.基于APCS-MLR和PMF模型的赤泥堆场周边耕地土壤重金属污染源解析[J].环境科学, 2024,45(2): 1058-1068. Shen Z J, Li J Q, Li C X, et al. Pollution source apportionment of heavy metals in cultivated soil around a red mud yard based on APCS-MLR and PMF models [J]. Environmental Science, 45(2): 1058-1068.
[32] Zhou J W, Nyirenda M T, Xie L N, et al. Mine waste acidic potential and distribution of antimony and arsenic in waters of the Xikuangshan mine, China [J]. Applied Geochemistry, 2017,77:52-61.
[33] Guo X, Wang K, He M C, et al. Antimony smelting process generating solid wastes and dust: characterization and leaching behaviors [J]. J. Environ. Sci. (China), 2014,26(7):1549-1556.
[34] Hakanson L. An ecological risk index for aquatic pollution control. a sedimentological approach [J]. Water Research, 1980,14(8):975-1001.
[35] Suresh G, Ramasamy V, Meenakshisundaram V, et al. Influence of mineralogical and heavy metal composition on natural radionuclide concentrations in the river sediments [J]. Applied Radiation and Isotopes, 2011,69(10):1466-1474.
[36] Long E R, Macdonald D D, Smith S L, et al. Incidence of adverse biological effects within ranges of chemical concentrations in marine and estuarine sediments [J]. Environmental Management, 1995,19(1): 81-97.
[37] Bernard H. The structure of ecosystems [J]. Journal of Theoretical Biology, 1973,41(3):535-546.
[38] Patten B C. Systems approach to the concept of environment [J]. The Ohio Journal of Science, 1978,78(4):206-222.
[39] Brian D F, Bernard C P. Review of the foundations of network environ analysis [J]. Ecosystems, 1999,2(2):167-179.
[40] Fath B D, Scharler U M, Ulanowicz R E, et al. Ecological network analysis: network construction [J]. Ecological Modelling, 2007,208(1): 49-55.
[41] Sheng D R, Meng X H, Wen X H, et al. Contamination characteristics, source identification, and source-specific health risks of heavy metal(loid)s in groundwater of an arid oasis region in Northwest China [J]. Science of the Total Environment, 2022,841:156733.
[42] 谢青,任伯帜.基于蒙特卡罗模拟和相对生物有效性的锑矿区健康风险评估[J].中国有色金属学报, 2025,35(1):336-352. Xie Q, Ren B Z. Health risk assessment for antimony mining area based on Monte Carlo simulation and relative bioavailability [J]. The Chinese Journal of Nonferrous Metals, 2025,35(1):336−352.
[43] 李立刚,周建伟,李伟洁,等.某特大型锑矿区废石中锑的释放规律[J].地质科技情报, 2018,37(5):215-221. Li L G, Zhou J W, Li W J, et al. Antimony release characteristics of waste rocks from an extra large antimony mining area [J]. Geological Science and Technology Information, 2018,37(5):215-221.
[44] 罗超.黔西北地质高背景与污染叠加区土壤重金属迁移富集特征与来源解析[D].贵州师范大学, 2025. Luo C. Sources, Migration, and Enrichment of Heavy Metals in Soils in the Geological High Background and Pollution Overlay Area of Northwestern Guizhou [D]. Guizhou Normal University, 2025.
[45] 张长波,骆永明,吴龙华.土壤污染物源解析方法及其应用研究进展[J].土壤, 2007,39(2):190-195. Zhang C B, Luo Y M, Wu L H. Methods for source apportionment of soil pollutants and their advances in application to soil environmental research [J]. Soils, 2007,39(2):190-195.
[46] 潘佑民.湖南土壤背景值及研究方法[M].北京:中国环境科学出版社, 1988. Pan Y M. Soil background value and research method in Hunan Province [M]. Beijing: China Environmental Science Press, 1988.
[47] 魏复盛,陈静生,吴燕玉,等.中国土壤环境背景值研究[J].环境科学, 1991,12(4):12-20. Wei F S, Chen J S, Wu Y Y, et al. Study on the background contents on 61elements of soils in China [J]. Environmental Science, 1991,12(4): 12-20.
[48] GB 15618-2018土壤环境质量农用地土壤污染风险管控标准(试行) [S]. GB 15618-2018 Soil environmental quality-Risk control standard for soil contamination of agricultural land [S].
[49] GB 36000-2018土壤环境质量建设用地土壤污染风险管控标准(试行) [S]. GB 36000-2018 Soil environmental quality-Risk control standard for soil contamination of development land [S].
[50] Giller K E, Witter E. Mcgrath S P. Assessing risks of heavy metal toxicity in agricultural soils: do microbes matter? [J]. Human and Ecological Risk Assessment, 1999,5(4):683-689.
[51] Fath B D. Distributed control in ecological networks [J]. Ecological Modelling, 2004,179(2):235-245.
[52] Rehman M U, Khan R, Khan A, et al. Fate of arsenic in living systems: Implications for sustainable and safe food chains [J]. Journal of Hazardous Materials, 2021,417(1):126050.
[53] Li Y N, Tan M T, Wu H F, et al. Transfer of Cd along the food chain: The susceptibility of Hyphantria cunea larvae to Beauveria bassiana under Cd stress [J]. Journal of Hazardous Materials, 2023,453:131420.
[54] Shi W C, Li T, Feng Y, et al. Source apportionment and risk assessment for available occurrence forms of heavy metals in Dongdahe Wetland sediments, southwest of China [J]. Science of the Total Environment, 2022,815:152837.
[55] Ran H Z, Guo Z H, Yi L W, et al. Pollution characteristics and source identification of soil metal(loid)s at an abandoned arsenic-containing mine, China [J]. 2021,413:125382.
[56] 张连科,李海鹏,黄学敏,等.包头某铝厂周边土壤重金属的空间分布及来源解析[J].环境科学, 2016,37(3):1139-1146. Zhang L K, Li H P, Huang X M, et al. Soil heavy metal spatial distribution and source analysis around an aluminum plant in Baotou [J]. Environmental Science, 2016,37(3):1139-1146.
[57] Xue J L, Zhi Y Y, Yang L P, et al. Positive matrix factorization as source apportionment of soil lead and cadmium around a battery plant (Changxing County, China) [J]. Environmental science and pollution research international, 2014,21(12):7698-7707.
[58] Zyskowski E, Wu F. Amarasiriwardena D. Investigation of pollution history in XKS mining area in China using dendrochronology and LA-ICP-MS [J]. Environmental Pollution, Environmental Pollution, 2021,269:116107.
[59] Gallagher M J, Stone P, Kemp A.E.S. Stratabound arsenic and vein antimony mineralisation in Silurian greywackes at Glendinning, south Scotland [J]. nstitute of geological sciences, 1983.
[60] Li X Y, Sun G Y, Lin Y, et al. Application of antimony stable isotopes in revealing the source and vertical migration of Sb in soil [J]. Environmental Science & Technology, 2025,59(12):6285-96.
[61] Wang Y Z, Duan X J, Wang L. Spatial distribution and source analysis of heavy metals in soils influenced by industrial enterprise distribution: Case study in Jiangsu Province [J]. 2020,710:134953.
[62] Zhang M, Chen G, Luo Z T, et al. Spatial distribution, source identification, and risk assessment of heavy metals in seawater and sediments from Meishan Bay, Zhejiang coast, China [J]. Marine Pollution Bulletin, 2020,156(3):111217.

基金

国家自然科学基金项目(41973078);湖南省科技厅重点研发项目(2022SK2073);湖南省地质院地勘单位改革发展资金项目(HNGSTP202470);湖南省科技创新计划资助项目(2022SK2090)

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