Dynamic modeling of long-term remediation strategies for heavy metals in mining-impacted agricultural soil

Guo Liang , Xin Liu , Linshen Yang , Zihan Bi , Yilu Gu , Xiahui Wang , Nan Wei , Xiaofeng Gao

ENG. Environ. ›› 2026, Vol. 20 ›› Issue (10) : 154

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ENG. Environ. ›› 2026, Vol. 20 ›› Issue (10) :154 DOI: 10.1007/s11783-026-2254-1
RESEARCH ARTICLE
Dynamic modeling of long-term remediation strategies for heavy metals in mining-impacted agricultural soil
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Abstract

The widespread contamination of heavy metals (HMs) in mining areas poses severe and persistent threats to ecosystem and human health, necessitating advanced tools for predictive risk assessment. In this study, we conducted quarterly sampling over one year across 62 farmland soil sites and 22 paired irrigation water and sediment sites in a mining area of South China, and measured concentrations of eight HMs (As, Cd, Pb, Zn, Cu, Ni, Hg, and Cr). A Monte Carlo-optimized Level IV fugacity model was employed to simulate HM transport and assess ecological risks across environmental compartments. The results showed that Hg and Cd posed the highest ecological risks among all HMs, with their potential ecological risk index values in sediment reaching 195.11 and 126.93, respectively. Transfer flux analysis revealed that atmospheric deposition dominated inputs to water (15.64%–95.31%) and soil (99.89%–99.99%), while water-to-sediment transfer accounted for 99% of water outputs, making sediment the predominant sink. Scenario analysis indicated that a 50% emission reduction would delay Hg risk in sediment from reaching the extremely high level (RI ≥ 320) until 2040 and maintain Cd in soil within the low risk range (RI ≤ 40). However, historical contamination would sustain Hg risk in sediment above RI ≥ 160 under all scenarios. Overall, this research establishes a crucial dynamic modeling framework for forecasting long-term ecological risks and designing targeted, metal-specific control strategies in mining-affected regions.

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Keywords

Heavy metals / Ecological risk / Fugacity model / Scenario analysis / Mass transfer

Highlight

● Eight heavy metals systematically analyzed from four environmental compartments.

● Hg and Cd pose the highest risks based on I geo and potential ecological RI .

● Level IV fugacity model constructed for HMs and validated with measured data.

● Systematic assessment of transfer fluxes shows sediment as primary HMs sink.

● Emission reductions slow Hg and Cd pollution, but long-term ecological risks persist.

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Guo Liang, Xin Liu, Linshen Yang, Zihan Bi, Yilu Gu, Xiahui Wang, Nan Wei, Xiaofeng Gao. Dynamic modeling of long-term remediation strategies for heavy metals in mining-impacted agricultural soil. ENG. Environ., 2026, 20(10): 154 DOI:10.1007/s11783-026-2254-1

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References

[1]

Beckers F , Rinklebe J . (2017). Cycling of mercury in the environment: sources, fate, and human health implications: a review. Critical Reviews in Environmental Science and Technology, 47(9): 693–794

[2]

Bliemel F . (1973). Theil’s forecast accuracy coefficient: a clarification. Journal of Marketing Research, 10(4): 444–446

[3]

Burges A , Epelde L , Garbisu C . (2015). Impact of repeated single-metal and multi-metal pollution events on soil quality. Chemosphere, 120: 8–15

[4]

Cai L M , Wang Q S , Luo J , Chen L G , Zhu R L , Wang S , Tang C H . (2019). Heavy metal contamination and health risk assessment for children near a large Cu-smelter in central China. Science of the Total Environment, 650(Pt 1): 725–733

[5]

Cao W Q , Qin C , Zhang Y , Wei J Y , Shad A , Qu R J , Xian Q M , Wang Z Y . (2024). Adsorption and migration behaviors of heavy metals (As, Cd, and Cr) in single and binary systems in typical Chinese soils. Science of the Total Environment, 950: 175253

[6]

Chang X , Li Y X . (2020). Using a multimedia aquivalence model to evaluate the environmental fate of Fe, Mn and trace metals in an industrial city, China. Water, 12(6): 1580

[7]

Chen J S , Wei F S , Zheng C J , Wu Y Y , Adriano D C . (1991). Background concentrations of elements in soils of China. Water, Air, and Soil Pollution, 57(1): 699–712

[8]

Chen M , Kong Y K , Zheng W X , Liu J H , Wang Y , Wang Y Y . (2024a). Accumulation and risk assessment of mercury in soil as influenced by mercury mining/smelting in Tongren, Southwest China. Environmental Geochemistry and Health, 46(3): 83

[9]

Chen Y R , Duan Y P , Zhang Z B , Gao Y F , Dai C M , Tu Y J , Gao J . (2024b). Comprehensive evaluation of antibiotics pollution the Yangtze River basin, China: emission, multimedia fate and risk assessment. Journal of Hazardous Materials, 465: 133247

[10]

Cheng K , Yang X P , Zhao F J . (2015). Effects of atmospheric and dust deposition on content of heavy metals in vegetables in suburbs of Tianjin. Journal of Agro-Environment Science, 34(10): 1837–1845

[11]

Ciszewski D , Grygar T M . (2016). A review of flood-related storage and remobilization of heavy metal pollutants in river systems. Water, Air, & Soil Pollution, 227(7): 239

[12]

Citra M J . (2004). Incorporating Monte Carlo analysis into multimedia environmental fate models. Environmental Toxi-cology and Chemistry, 23(7): 1629–1633

[13]

Cohen Y Pollutants in a Multimedia Environment. New York: Springer, 117–131

[14]

Cui S S , Li Z B , Zhu P , Tan H , Yang B , He J J , Chen K . (2022). Atmospheric deposition flux of cadmium and distribution characteristics of surface soil in Zunyi, Guizhou. Environmental Chemistry, 41(4): 1324–1334

[15]

Deng Y , Jiang L H , Xu L F , Hao X D , Zhang S Y , Xu M L , Zhu P , Fu S D , Liang Y L , Yin H Q . et al. (2019). Spatial distribution and risk assessment of heavy metals in contaminated paddy fields: a case study in Xiangtan City, southern China. Ecotoxi-cology and Environmental Safety, 171: 281–289

[16]

Du X Z , Su J J , Li X Y , Zhang W S . (2016). Modeling and evaluating of non-point source pollution in a semi-arid watershed: implications for watershed management. CLEAN - Soil, Air, Water, 44(3): 247–255

[17]

Edo G I , Samuel P O , Oloni G O , Ezekiel G O , Ikpekoro V O , Obasohan P , Ongulu J , Otunuya C F , Opiti A R , Ajakaye R S . et al. (2024). Environmental persistence, bioaccumulation, and ecotoxicology of heavy metals. Chemistry and Ecology, 40(3): 322–349

[18]

Gan Y D , Huang X M , Li S S , Liu N , Li Y C , Freidenreich A , Wang W X , Wang R Q , Dai J L . (2019). Source quantification and potential risk of mercury, cadmium, arsenic, lead, and chromium in farmland soils of Yellow River Delta. Journal of Cleaner Production, 221: 98–107

[19]

He Y J , Zhang Q , Wang W J , Hua J , Li H S . (2023). The multi-media environmental behavior of heavy metals around tailings under the influence of precipitation. Ecotoxicology and Environmental Safety, 266: 115541

[20]

Hellweg S , Fischer U , Hofstetter T B , Hungerbühler K . (2005). Site-dependent fate assessment in LCA: transport of heavy metals in soil. Journal of Cleaner Production, 13(4): 341–361

[21]

Hu Y A , Cheng H F , Tao S . (2016). The challenges and solutions for cadmium-contaminated rice in China: a critical review.. Environment International, 92–93: 515–532

[22]

Huang J J , Wang Y , Xu L Y , Xu N Z , Zhang Y H , Sun B W , Fan W F . (2021). Cumulative risk assessment for an urban agglomeration based on a relative risk model and multi-media fugacity model: a case study in Guangdong province, China. Environmental Impact Assessment Review, 91: 106637

[23]

Kim J , Powell D E , Hughes L , Mackay D . (2013). Uncertainty analysis using a fugacity-based multimedia mass-balance model: application of the updated EQC model to decamethyl-cyclopentasiloxane (D5). Chemosphere, 93(5): 819–829

[24]

Lerat-Hardy A , Coynel A , Schäfer J , Marache A , Pereto C , Bossy C , Capdeville M J , Granger D . (2022). Impacts of highway runoff on metal contamination including rare earth elements in a small urban watershed: case study of Bordeaux Metropole (SW France). Archives of Environmental Contamination and Toxicology, 82(2): 206–226

[25]

Li C X , Li M , Zeng J Q , Yuan S X , Luo X H , Wu C , Xue S G . (2024). Migration and distribution characteristics of soil heavy metal(loid)s at a lead smelting site. Journal of Environmental Sciences, 135: 600–609

[26]

Li Z Y , Ma Z W , van der Kuijp T J , Yuan Z W , Huang L . (2014). A review of soil heavy metal pollution from mines in China: pollution and health risk assessment. Science of the Total Environment, 468–469: 843–853

[27]

Liao Y L , Tang Q X , Yang J Y . (2023). Microplastic characteristics and microplastic-heavy metal synergistic contamination in agricultural soil under different cultivation modes in Chengdu, China. Journal of Hazardous Materials, 459: 132270

[28]

Luo Y Z , Yang X S . (2007). A multimedia environmental model of chemical distribution: fate, transport, and uncertainty analysis. Chemosphere, 66(8): 1396–1407

[29]

Ma C , Wang M L , Li Q , Vakili M , Zhang Y J , Hei S , Gao L , Wang W , Liu D C . (2025). Distribution, source apportionment, and assessment of heavy metal pollution in the Yellow River Basin, Northwestern China. Frontiers of Environmental Science & Engineering, 19(2): 16

[30]

Mackay D , Diamond M . (1989). Application of the QWASI (Quantitative Water Air Sediment Interaction) fugacity model to the dynamics of organic and inorganic chemicals in lakes. Chemosphere, 18(7−8): 1343–1365

[31]

Ministry of Ecology and Environment of the People’s Republic of China (2014a). HJ 680-2013 Soil and Sedimen—Determination of Mercury, Arsenic, Selenium, Bismuth, Antimony— Microwave Dissolution/Atomic Fluorescence Spectrometry. Beijing: China Environmental Press

[32]

Ministry of Ecology and Environment of the People’s Republic of China (2014b). HJ 694-2014 Water Quality-determination of Mercury, Arsenic, Selenium, Bismuth and Antimony-Atomic Fluorescence Spectrometry. Beijing: China Environmental Press

[33]

Ministry of Ecology and Environment of the People’s Republic of China (2019). HJ 491-2019 Soil and Sediment—Determination of Copper, Zinc, Lead, Nickel and Chromium—Flame Atomic Absorption Spectrophotometry. Beijing: China Environmental Press

[34]

Ministry of Ecology and Environment of the People’s Republic of China, State Administration for Market Regulation (2018). GB 15618-2018 Soil Environmental Quality Risk Control Standard for Soil Contamination of Agricultural land. Beijing: China Environmental Press

[35]

Ministry of Ecology and Environment of the People’s Republic of China, State Administration for Market Regulation (2021). GB 5084-2021 Standard for Irrigation Water Quality. Beijing: China Environmental Press

[36]

Ministry of Land and Resources of the People’s Republic of China (2015). DZ/T 0289-2015 Specification of Regional Ecogeo-chemistry Assessment. Beijing: Standards Press of China

[37]

Musah B I , Yang J , Xu G R . (2025). Drivers of toxic element accumulation in terrestrial ecosystems across elevational gradients. Ecological Indicators, 174: 113446

[38]

Nriagu J O , Pacyna J M . (1988). Quantitative assessment of worldwide contamination of air, water and soils by trace metals. Nature, 333(6169): 134–139

[39]

O’Connor D , Hou D Y , Ok Y S , Mulder J , Duan L , Wu Q R , Wang S X , Tack F M G , Rinklebe J . (2019). Mercury speciation, transformation, and transportation in soils, atmospheric flux, and implications for risk management: a critical review. Environment International, 126: 747–761

[40]

Oladoye P O , Olowe O M , Asemoloye M D . (2022). Phyto-remediation technology and food security impacts of heavy metal contaminated soils: a review of literature. Chemosphere, 288: 132555

[41]

Pan X Y , Weng X R , Zhang L Y , Chen F , Li H , Zhang Y H . (2024). Spatiotemporal characteristics and Monte Carlo simulation-based human health risk of heavy metals in soils from a typical coal-mining city in eastern China. Frontiers of Environmental Science & Engineering, 18(10): 122

[42]

Peltier E F , Webb S M , Gaillard J F . (2003). Zinc and lead sequestration in an impacted wetland system. Advances in Environmental Research, 8(1): 103–112

[43]

Peng J Y , Zhang S , Han Y Y , Bate B , Ke H , Chen Y M . (2022). Soil heavy metal pollution of industrial legacies in China and health risk assessment. Science of the Total Environment, 816: 151632

[44]

Qiao P W , Wang S , Li J B , Zhao Q Y , Wei Y , Lei M , Yang J , Zhang Z G . (2023). Process, influencing factors, and simulation of the lateral transport of heavy metals in surface runoff in a mining area driven by rainfall: a review. Science of the Total Environment, 857: 159119

[45]

Qin M , Ma W L , Yang P F , Li W L , Wang L , Shi L L , Li L , Li Y F . (2024). A level IV fugacity-based multimedia model based on steady-state particle/gas partitioning theory and its application to study the spatio-temporal trends of PBDEs in atmosphere of northeast China. Science of the Total Environment, 909: 168622

[46]

Rahman Z , Singh V P . (2019). The relative impact of toxic heavy metals (THMs) (arsenic (As), cadmium (Cd), chromium (Cr)(VI), mercury (Hg), and lead (Pb)) on the total environment: an overview. Environmental Monitoring and Assessment, 191(7): 419

[47]

Rajendran S , Priya T A K , Khoo K S , Hoang T K A , Ng H S , Munawaroh H S H , Karaman C , Orooji Y , Show P L . (2022). A critical review on various remediation approaches for heavy metal contaminants removal from contaminated soils.. Chemosphere, 287(Pt 4): 132369

[48]

Rana M N , Tangpong J , Rahman M M . (2018). Toxicodynamics of Lead, Cadmium, Mercury and Arsenic- induced kidney toxicity and treatment strategy: a mini review. Toxicology Reports, 5: 704–713

[49]

Skyllberg U , Persson A , Tjerngren I , Kronberg R M , Drott A , Meili M , Björn E . (2021). Chemical speciation of mercury, sulfur and iron in a dystrophic boreal lake sediment, as controlled by the formation of mackinawite and framboidal pyrite. Geochimica et Cosmochimica Acta, 294: 106–125

[50]

State Environmental Protection Administration (1987). GB 7475-1987 Water Quality; Determination of Copper, Zinc, Lead and Cadmium; Atomic Absorption Spectrometry. Beijing: China Environmental Press

[51]

State Environmental Protection Administration, General Administration of Quality Supervision, Inspection and Quarantine of the People’s Republic of China (2002). GB 3838-2002 Environmental Quality Standards for Surface Water. Beijing: China Environmental Press

[52]

State Environmental Protection Administration, The State Bureau of Quality and Technical Supervision (1994). GB/T 15265-1994 Ambient Air-determination of Dustfall-gravimetric Method. Beijing: China Environmental Press

[53]

Su C , Zhang H , Cridge C , Liang R Y . (2019). A review of multimedia transport and fate models for chemicals: principles, features and applicability. Science of the Total Environment, 668: 881–892

[54]

Sun Z J , Zhang L W , Dong D M , Zhang W M , Guo Z Y . (2023). Coupled multimedia fate and bioaccumulation models for predicting fate of florfenicol and fluoroquinolones in water and fish organs in the seasonal ice-sealed reservoir. Journal of Hazardous Materials, 458: 132063

[55]

Topp C F E , Doyle C J . (2004). Modelling the comparative productivity and profitability of grass and legume systems of silage production in northern Europe. Grass and Forage Science, 59(3): 274–292

[56]

Wang J , Wang P M , Gu Y , Kopittke P M , Zhao F J , Wang P . (2019). Iron-manganese (oxyhydro)oxides, rather than oxidation of sulfides, determine mobilization of Cd during soil drainage in paddy soil systems. Environmental Science & Technology, 53(5): 2500–2508

[57]

Wang T , Li P , Liu Y , Hou J M , Li Z B , Ren Z P , Cheng S D , Zhao J H , Hinkelmann R . (2020). Experimental investigation of freeze-thaw meltwater compound erosion and runoff energy consumption on loessal slopes. CATENA, 185: 104310

[58]

Wang X L , Jiang Q F , Zhao Z H , Han X M , Liu J L , Liu Q , Xue B , Yang H . (2023). Comparison of spatiotemporal burial and contamination of heavy metals in core sediments of two plateau lakes with contrasting environments: implication for anthropogenic-driven processes. Environmental Monitoring and Assessment, 195(10): 1178

[59]

Wu W , Wu P , Yang F , Sun D L , Zhang D X , Zhou Y K . (2018). Assessment of heavy metal pollution and human health risks in urban soils around an electronics manufacturing facility. Science of the Total Environment, 630: 53–61

[60]

Wu Z Q , Li H Y , L Y , Liang G J , Wu T T , Zhu J X . (2025). Distributions and risk assessment of heavy metals in solid waste in lead-zinc mining areas and across the soil, water body, sediment and agricultural product ecosystem in their surrounding areas. China Geology, 8(1): 92–106

[61]

Xu D , Wang Z J , Tan X Y , Xu H H , Zhu D B , Shen R L , Ding K , Li H C , Xiang L J , Yang Z B . (2024). Integrated assessment of the pollution and risk of heavy metals in soils near chemical industry parks along the middle Yangtze River. Science of the Total Environment, 917: 170431

[62]

Yang M R , Dai X R , Huang Z W , Huang C Y , Xiao H . (2022). Research progress of the POP fugacity model: a bibliometrics-based analysis. Environmental Science and Pollution Research, 29(58): 86899–86912

[63]

Yao Z G , Gao P . (2007). Heavy metal research in lacustrine sediment: a review. Chinese Journal of Oceanology and Limnology, 25(4): 444–454

[64]

Yu F R , Ji Y K , Li Z P , Li Y K , Meng Y . (2023). Adsorption-desorption characteristics of typical heavy metal pollutants in submerged zone sediments: a case study of the Jialu section in Zhengzhou, China. Environmental Science and Pollution Research, 30(42): 96055–96074

[65]

Zhang X W , Huang H , Zhu Y P , Chen M M , Lu H Y , Zhu C Y , Han J G , Zhao F J , Wang P . (2025). Near-surface hydroxyl radical hotspots mobilize cadmium and immobilize arsenic during paddy soil drainage. Environmental Science & Technology, 59(44): 24035–24043

[66]

Zhang Z B , Duan Y P , Zhang Z J , Tu Y J , Luo P C , Gao J , Dai C M , Zhou L . (2022). Multimedia fate model and risk assessment of typical antibiotics in the integrated demonstration zone of the Yangtze River Delta, China. Science of the Total Environment, 805: 150258

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