Mathematical modelling of soil phytoremediation efficiency from Pb, Cu and Ni

Oleksandra Sydorenko, Nataliia Golub
Abstract

The study aimed at a quantitative comparative assessment of lead, copper, and nickel removal dynamics from soil by the “metal-plant” system based on mathematical modelling to predict the cleaning timelines of contaminated areas. Soil contamination with heavy metals (Pb, Cu, Ni) due to intensive anthropogenic activities and large-scale military operations in Ukraine posed a critical threat to environmental safety and public health. Phytoremediation using hyperaccumulator plants, such as Brassica juncea, was considered a promising and environmentally friendly method for ecosystem restoration. However, the planning of such measures was complicated by the varying rates of element removal and their toxic effects on biomass, which necessitated the development of accurate predictive models. An exponential model of metal uptake kinetics was used to predict the cleaning timelines of contaminated areas. It was established that the soil cleaning efficiency for one vegetative period (180 days) was 92.9% for copper, 80.6% for nickel, and only 53.5% for lead. The findings revealed that the high remediation efficiency of copper was due to its high mobility and low phytotoxicity. Conversely, lead exhibited the strongest inhibitory effect, significantly limiting its extraction rate. Based on the multi-metal model, an additive toxic effect of pollutant mixtures was demonstrated, leading to a 78% reduction in the overall productivity of phytoremediators compared to monometallic contamination. The obtained results allowed for the optimisation of restoration strategies for anthropogenically stressed territories and lands affected by military conflicts. The developed model can be used to assess the economic feasibility of phytoremediation measures

Keywords

heavy metals; phytoextraction; toxic stress; multi-metal model; soil recovery; environmental safety

Suggested citation
Sydorenko, O., & Golub, N. (2026). Mathematical modelling of soil phytoremediation efficiency from Pb, Cu and Ni. Scientific Reports of the National University of Life and Environmental Sciences of Ukraine, 22(2),150-166. https://doi.org/10.31548/dopovidi/2.2026.150
References
  1. Ado, A., Sale, I.A., Badamasi, M.T., Nazamuddenkhan, N., & Majumdara, R.S. (2015). Effect of heavy metal on Brassica juncea growth exposed to different lead treatmentsInternational Journal of Scientific & Engineering Research, 6(6), 1088-1095.
  2. Ali, H., Khan, E., & Sajad, M.A. (2013). Phytoremediation of heavy metals – concepts and applications. Chemosphere, 91(7), 869-881. doi: 10.1016/j.chemosphere.2013.01.075.
  3. Ali, I., Khan, M.J., Shah, A., Deeba, F., Hussain, H., Yazdan, F., Khan, M.U., & Khan, M.D. (2022). Screening of various Brassica species for phytoremediation of heavy metals-contaminated soil of Lakki Marwat, Pakistan. Environmental Science and Pollution Research, 29, 37765-37776. doi: 10.1007/s11356-021-18109-7.
  4. Bortoloti, G.A., & Baron, D. (2022). Phytoremediation of toxic heavy metals by Brassica plants: A biochemical and physiological approach. Environmental Advances, 8, article number 100204. doi: 10.1016/j.envadv.2022.100204.
  5. Cârdei, P., Tudora, C., Vlăduț, V., Pruteanu, M.A., Găgeanu, I., Cujbescu, D., Bordean, D.-M., Ungureanu, N., Ipate, G., & Cristea, O.D. (2021). Mathematical model to simulate the transfer of heavy metals from soil to plant. Sustainability, 13(11), article number 6157. doi: 10.3390/su13116157.
  6. DalCorso, G., Fasani, E., Manara, A., Visioli, G., & Furini, A. (2019). Heavy metal pollutions: State of the art and innovation in phytoremediation. International Journal of Molecular Sciences, 20(14), article number 3412. doi: 10.3390/ijms20143412.
  7. Kamal, A.M., & Alali, A.F. (2025). Kinetic modeling of heavy metal uptake and translocation in Brassica juncea L. for phytoremediation engineering. Discover Environment, 3, article number 296. doi: 10.1007/s44274-025-00502-5.
  8. Kos, B., & Leštan, D. (2003). Induced phytoextraction/soil washing of lead using biodegradable chelate and permeable barriers. Environmental Science & Technology, 37(3), 624-629. doi: 10.1021/es0200793.
  9. Leonavičienė, T., Kirjackis, J., & Baltrėnaitė-Gedienė, E. (2023). Modelling of environmental processes and management. Vilnius: Vilnius Tech. doi: 10.20334/2023-055-S.
  10. Liu, L., Li, W., Song, W., & Guo, M. (2018). Remediation techniques for heavy metal-contaminated soils: Principles and applicability. Science of the Total Environment, 633, 206-219. doi: 10.1016/j.scitotenv.2018.03.161.
  11. Maher, S., et al. (2025). Comparative assessment of Spinacia oleracea and Brassica juncea for efficient phytoremediation of heavy metal contaminated soils. International Journal of Phytoremediation, 28(5), 874-884. doi: 10.1080/15226514.2025.2586661.
  12. Małecka, A., Konkolewska, A., Hanć, A., Barałkiewicz, D., Ciszewska, L., Ratajczak, E., Staszak, A. M., Kmita, H., & Jarmuszkiewicz, W. (2019). Insight into the phytoremediation capability of Brassica juncea (v. Malopolska): Metal accumulation and antioxidant enzyme activity. International Journal of Molecular Sciences, 20(18), article number 4355. doi: 10.3390/ijms20184355.
  13. Nagajyoti, P.C., Lee, K.D., & Sreekanth, T.V.M. (2010). Heavy metals, occurrence and toxicity for plants: A review. Environmental Chemistry Letters, 8, 199-216. doi: 10.1007/s10311-010-0297-8.
  14. Okedeyi, O.O., Dube, S., Awofolu, O.R., & Nindi, M.M. (2014). Assessing the enrichment of heavy metals in surface soil and plant (Digitaria eriantha) around coal-fired power plants in South Africa. Environmental Science and Pollution Research, 21, 4686-4696. doi: 10.1007/s11356-013-2432-0.
  15. Ouyang, Y. (2005). Evaluation of river water quality monitoring stations by principal component analysis. Water Research, 39(12), 2621-2635. doi: 10.1016/j.watres.2005.04.024.
  16. Pruteanu, A., Nițu, M., Vlăduț, V., Matache, M., Voicea, I., Iuliana, G., Vanghele, N., Nenciu, F., Cujbescu, D., & Badea, D.O. (2026). Induced phytoextraction of heavy metals from soils using Brassica juncea and EDTA: An efficient approach to the remedy of zinc, copper and lead. Environments, 13(1), article number 23. doi: 10.3390/environments13010023.
  17. Rani, P., Rose, P.K., Kidwai, M.K., & Meenakshi. (2023). Brassica Juncea L.: A potential crop for phytoremediation of various heavy metals. In R.P. Singh, P. Singh & A. Srivastava (Eds.), Heavy metal toxicity: Environmental concerns, remediation and opportunities (pp. 285-311). Singapore: Springer. doi: 10.1007/978-981-99-0397-9_14.
  18. Rein, A., Legind, C.N., & Trapp, S. (2011). New concepts for dynamic plant uptake models. AR and QSAR in Environmental Research, 22(1-2), 191-215. doi: 10.1080/1062936X.2010.548829.
  19. Selvaraj, K., Ramasubramanian, V., & Makesh Kumar, B. (2021). Phytoremediation potential of Brassica juncea in nickel contaminated soil. Paripex – Indian Journal of Research, 10(4), 150-159. doi: 10.36106/paripex.
  20. Shen, X., Dai, M., Yang, J., Sun, L., Tan, X., Peng, C., Ali, I., & Naz, I. (2022). A critical review on the phytoremediation of heavy metals from environment: Performance and challenges. Chemosphere, 291, article number 132979. doi: 10.1016/j.chemosphere.2021.132979.
  21. Suman, J., Uhlik, O., Viktorova, J., & Macek, T. (2018). Phytoextraction of heavy metals: A promising tool for clean-up of polluted environment? Frontiers in Plant Science, 9, article number 1476. doi: 10.3389/fpls.2018.01476.
  22. Sut-Lohmann, M., Grimm, M., Kästner, F., Raab, T., Heinrich, M., & Fischer, T. (2023). Brassica juncea as a feasible hyperaccumulator of chosen potentially toxic metals under extreme environmental conditions. International Journal of Environmental Research, 17, article number 38. doi: 10.1007/s41742-023-00528-8.
  23. Tangahu, B.V., Sheikh Abdullah, S.R., Basri, H., Idris, M., Anuar, N., & Mukhlisin, M. (2011). A review on heavy metals (As, Pb, and Hg) uptake by plants through phytoremediation. International Journal of Chemical Engineering, 2011, article number 939161. doi: 10.1155/2011/939161.
  24. Yan, A., Wang, Y., Tan, S.N., Yusof, M.L.M., Ghosh, S., & Chen, Z. (2020). Phytoremediation: A promising approach for revegetation of heavy metal-polluted land. Frontiers in Plant Science, 11, article number 359. doi: 10.3389/fpls.2020.00359.