Skip to main content

Advertisement

Log in

Predicting chemical speciation of metals in soil using Visual Minteq

  • Research Article
  • Published:
Soil Ecology Letters Aims and scope Submit manuscript

Abstract

• Soil processes affect metal chemical speciation and their biogeochemical activity.

• The current study predicted chemical speciation of eight metals in two soil layers.

• Divalent forms of metals predominated in both soil layers (79.9%).

• Chromium showed a chemical speciation that varied from that of the other metals (95.8% as CrOH+).

• Mean percentage ages of all metal ions were similar for all 15 field locations investigated.

From soil contamination and risk assessment perspectives, it is imperative to understand the ecological processes occurring in soils. Certain soil processes greatly affect chemical speciation of potentially toxic metals (PTMs), and thus also influence their biogeochemical activity. The current study analyzed chemical speciation of eight PTMs (Cd, Cr, Fe, Cu, Mn, Ni, Zn, and Pb) in upper and lower soil layers for 15 agronomic fields of Vehari-Pakistan using Visual Minteq software. The divalent forms of most PTMs (PTM2+) generally predominated in both soil layers (79.9% overall occurrence). However, chromium revealed a different pattern of chemical speciation (95.8% as CrOH+) compared to other PTMs. The mean percentage of all the PTMs2+ was slightly higher for the lower soil layer (81.3%) than in the upper layer (78.4%), the trend being same for all the PTMs, except Cr. This higher PTMs2+ percentage in lower soil layers than upper layers was due to lower content of organic matter and other anions such as Cl and HCO 3 . The mean percentage ages of all the PTMs2+ was similar among all the 15 agronomic fields, which was confirmed by strong Pearson correlation values (R2 > 0.95). The PCA graph grouped all the agronomic fields and PTM2+ closely, except Cr2+ and Cu2+. This grouping confirmed the similar chemical speciation of PTMs, except Cu and Cr in studied fields.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+
from $39.99 /Month
  • Starting from 10 chapters or articles per month
  • Access and download chapters and articles from more than 300k books and 2,500 journals
  • Cancel anytime
View plans

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

Explore related subjects

Discover the latest articles and news from researchers in related subjects, suggested using machine learning.

References

  • Abbasi, S., Lamb, D.T., Choppala, G., Burton, E.D., Megharaj, M., 2022. Antimony speciation, phytochelatin stimulation and toxicity in plants. Environmental Pollution 305, 119305.

    Article  CAS  Google Scholar 

  • Bing, H., Qiu, S., Tian, X., Li, J., Zhu, H., Wu, Y., Zhang, G., 2021. Trace metal contamination in soils from mountain regions across China: spatial distribution, sources, and potential drivers. Soil Ecology Letters 3, 189–206.

    Article  CAS  Google Scholar 

  • Gavrilescu, M., 2022. Enhancing phytoremediation of soils polluted with heavy metals. Current Opinion in Biotechnology 74, 21–31.

    Article  CAS  Google Scholar 

  • Huang, J., Yuan, F., Zeng, G., Li, X., Gu, Y., Shi, L., Liu, W., Shi, Y., 2017. Influence of pH on heavy metal speciation and removal from wastewater using micellar-enhanced ultrafiltration. Chemosphere 173, 199–206.

    Article  CAS  Google Scholar 

  • Jiang, O., Li, L., Duan, G., Gustave, W., Zhai, W., Zou, L., An, X., Tang, X., Xu, J., 2023. Root exudates increased arsenic mobility and altered microbial community in paddy soils. Journal of Environmental Sciences (China) 127, 410–420.

    Article  CAS  Google Scholar 

  • Khalid, S., Shahid, M., Niazi, N.K., Murtaza, B., Bibi, I., Dumat, C., 2017. A comparison of technologies for remediation of heavy metal contaminated soils. Journal of Geochemical Exploration 182, 247–268.

    Article  CAS  Google Scholar 

  • Khalid, S., Shahid, M., Natasha, ALOthman, Z., Al-Kahtani, A., Murtaza, B., 2022. Plant physiological responses after fresh and sewage water irrigation: Plant health perspectives. Gesunde Pflanzen, doi.org/https://doi.org/10.1007/s10343-022-00756-6.

  • Li, Q., Wang, Y., Li, Y., Li, L., Tang, M., Hu, W., Chen, L., Ai, S., 2022. Speciation of heavy metals in soils and their immobilization at micro-scale interfaces among diverse soil components. Science of the Total Environment 825, 153862.

    Article  CAS  Google Scholar 

  • Liu, F., Huang, X., Zhao, H., Hu, X., Wang, L., Zhao, X., Gao, P., Ji, P., 2021. Stabilization of Cd and Pb in the contaminated soils by applying modified fly ash. Soil Ecology Letters 3, 242–252.

    Article  CAS  Google Scholar 

  • Mir, Y., Wu, S., Ma, M., Ran, Y., Zhu, K., Mangwandi, C., Mirza, Z. A., 2022. Mercury contamination in the riparian ecosystem during the reservoir discharging regulated by a mega dam. Environmental Geochemistry and Health, doi:https://doi.org/10.1007/s10653-022-01205-z.

  • Natasha, N., Shahid, M., Murtaza, B., Bibi, I., Khalid, S., Al-Kahtani, A.A., Naz, R., Ali, E.F., Niazi, N.K., Rinklebe, J., Shaheen, S.M., 2022b. Accumulation pattern and risk assessment of potentially toxic elements in selected wastewater-irrigated soils and plants in Vehari, Pakistan. Environmental Research 214, 114033.

    Article  CAS  Google Scholar 

  • Natasha, S., Shahid, M., Khalid, S., Saleem, M., 2022a. Unrevealing arsenic and lead toxicity and antioxidant response in spinach: a human health perspective. Environmental Geochemistry and Health 44, 487–496.

    Article  CAS  Google Scholar 

  • Niazi, N.K., Bibi, I., Shahid, M., Ok, Y.S., Burton, E.D., Wang, H., Shaheen, S.M., Rinklebe, J., Lüttge, A., 2018. Arsenic removal by perilla leaf biochar in aqueous solutions and groundwater: an integrated spectroscopic and microscopic examination. Environmental Pollution 232, 31–41.

    Article  CAS  Google Scholar 

  • Nolan, A.L., McLaughlin, M.J., Mason, S.D., 2003. Chemical speciation of Zn, Cd, Cu, and Pb in pore waters of agricultural and contaminated soils using Donnan Dialysis. Environmental Science & Technology 37, 90–98.

    Article  CAS  Google Scholar 

  • Qu, B., 2022. Rhizosphere bacteria degrade auxin to promote root growth. Soil Ecology Letters 4, 93–96.

    Article  CAS  Google Scholar 

  • Rafiq, M., Shahid, M., Abbas, G., Shamshad, S., Khalid, S., Niazi, N. K., Dumat, C., 2017. Comparative effect of calcium and EDTA on arsenic uptake and physiological attributes of Pisum sativum. International Journal of Phytoremediation 19, 662–669.

    Article  CAS  Google Scholar 

  • Sarwar, T., Shahid, M., Khalid, S., Shah, A.H., Ahmad, N., Naeem, M.A., 2020. Quantification and risk assessment of heavy metal build-up in soil-plant system after irrigation with untreated city wastewater in Vehari, Pakistan. Environmental Geochemistry and Health 42, 4281–4297.

    Article  CAS  Google Scholar 

  • Shah, A.H., Shahid, M., Khalid, S., Shabbir, Z., Bakhat, H.F., Murtaza, B., Farooq, A., Akram, M., Shah, G.M., Nasim, W., 2020. Assessment of arsenic exposure by drinking well water and associated carcinogenic risk in peri-urban areas of Vehari, Pakistan. Environmental Geochemistry and Health 42, 121–133.

    Article  CAS  Google Scholar 

  • Shahid, M., 2021. Effect of soil amendments on trace elementmediated oxidative stress in plants: Meta-analysis and mechanistic interpretations. Journal of Hazardous Materials 407, 124881.

    Article  CAS  Google Scholar 

  • Shahid, M., Niazi, N.K., Khalid, S., Murtaza, B., Bibi, I., Rashid, M.I., 2018. A critical review of selenium biogeochemical behavior in soil-plant system with an inference to human health. Environmental Pollution 234, 915–934.

    Article  Google Scholar 

  • Shahid, M., Niazi, N.K., Rinklebe, J., Bundschuh, J., Dumat, C., Pinelli, E., 2020. Trace elements-induced phytohormesis: A critical review and mechanistic interpretation. Critical Reviews in Environmental Science and Technology 50, 1984–2015.

    Article  CAS  Google Scholar 

  • Shahid, M., Pinelli, E., Dumat, C., 2012. Review of Pb availability and toxicity to plants in relation with metal speciation; role of synthetic and natural organic ligands. Journal of Hazardous Materials 219–220, 1–12.

    Article  Google Scholar 

  • Shahid, M., Pinelli, E., Pourrut, B., Silvestre, J., Dumat, C., 2011a. Lead-induced genotoxicity to Vicia faba L. roots in relation with metal cell uptake and initial speciation. Ecotoxicology and Environmental Safety 74, 78–84.

    Article  CAS  Google Scholar 

  • Shahid, M., Pourrut, B., Dumat, C., Winterton, P., Pinelli, E., 2011b. Lead uptake, toxicity, and detoxification in plants. Reviews of Environmental Contamination and Toxicology 213, 113–136.

    Google Scholar 

  • Szukalska, M., Merritt, T.A., Lorenc, W., Sroczyńska, K., Miechowicz, I., Komorowicz, I., Mazela, J., Barałkiewicz, D., Florek, E., 2021. Toxic metals in human milk in relation to tobacco smoke exposure. Environmental Research 197, 111090.

    Article  CAS  Google Scholar 

  • Wang, Y., Li, Y., Geng, H., Zuo, Q., Thunders, M., Qiu, J., 2022. Effect of arsenite on the proteome of earthworms Eisenia fetida. Soil Ecology Letters, doi:https://doi.org/10.1007/s42832-021-0126-y.

  • Zhang, Y., Chen, J., Wang, L., Zhao, Y., Ou, P., Shi, W., 2018. Establishing a health risk assessment for metal speciation in soil—A case study in an industrial area in China. Ecotoxicology and Environmental Safety 166, 488–497.

    Article  CAS  Google Scholar 

Download references

Acknowledgements

Dr. Shahid thanks HEC-Pakistan for NTPU-4423 project. This work was supported by the Distinguished Scientist Fellowship Program (DSFP) at King Saud University, Riyadh, Saudi Arabia.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Muhammad Shahid.

Additional information

Conflict of interest

Authors declare no-known competing conflict of interests.

Supplementary Data

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Khalid, S., Shahid, M., Alothman, Z.A. et al. Predicting chemical speciation of metals in soil using Visual Minteq. Soil Ecol. Lett. 5, 220162 (2023). https://doi.org/10.1007/s42832-022-0162-2

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s42832-022-0162-2

Keywords

Profiles

  1. Behzad Murtaza