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Mathematical Model to Simulate the Transfer of Heavy Metals from Soil to Plant

Author

Listed:
  • Petru Cârdei

    (National Institute of Research—Development for Machines and Installations Designed for Agriculture and Food Industry—INMA Bucharest, 013811 Bucharest, Romania)

  • Cătălina Tudora

    (National Institute of Research—Development for Machines and Installations Designed for Agriculture and Food Industry—INMA Bucharest, 013811 Bucharest, Romania)

  • Valentin Vlăduț

    (National Institute of Research—Development for Machines and Installations Designed for Agriculture and Food Industry—INMA Bucharest, 013811 Bucharest, Romania)

  • Mirabela Augustina Pruteanu

    (National Institute of Research—Development for Machines and Installations Designed for Agriculture and Food Industry—INMA Bucharest, 013811 Bucharest, Romania)

  • Iuliana Găgeanu

    (National Institute of Research—Development for Machines and Installations Designed for Agriculture and Food Industry—INMA Bucharest, 013811 Bucharest, Romania)

  • Dan Cujbescu

    (National Institute of Research—Development for Machines and Installations Designed for Agriculture and Food Industry—INMA Bucharest, 013811 Bucharest, Romania)

  • Despina-Maria Bordean

    (Faculty of Food Engineering, Banat’s University of Agricultural Sciences and Veterinary Medicine “King Mihai I of Romania” from Timisoara, 300645 Timișoara, Romania)

  • Nicoleta Ungureanu

    (Department of Biotechnical Systems, University Politehnica of Bucharest, 006042 Bucharest, Romania)

  • George Ipate

    (Department of Biotechnical Systems, University Politehnica of Bucharest, 006042 Bucharest, Romania)

  • Oana Diana Cristea

    (National Institute of Research—Development for Machines and Installations Designed for Agriculture and Food Industry—INMA Bucharest, 013811 Bucharest, Romania)

Abstract

Heavy metals are naturally occurring elements, but their various applications have led to their wide circulation in the environment, raising concerns over their latent effects on the environment and human health. Their toxicity depends on numerous factors, including chemical species, concentration of heavy metal ions, environmental factors, etc. Experimental studies on the single or cumulative effects of heavy metals on plants are complex, time consuming and difficult to conduct. An alternative is mathematical modeling, which can include different factors into an integrated system and can predict plant and environmental behavior under multiple stressors. This paper presents a mathematical model that simulates the dependence of temperature, concentration of Zn in the soil and the subsequent bioaccumulation in lettuce ( Lactuca sativa L.); respectively, the reaction of lettuce to Zn contamination. The main results consist of three mathematical models, based on systems of ordinary differential equations and checking their predictions with available experimental data. The models are applied to predict an optimal harvest time of lettuce with low concentration of Zn, in identifying the availability of the analyzed species to phytoremediation operations and the possibility of maneuvering certain control factors to reduce or increase the intensity of the bioaccumulation process.

Suggested Citation

  • Petru Cârdei & Cătălina Tudora & Valentin Vlăduț & Mirabela Augustina Pruteanu & Iuliana Găgeanu & Dan Cujbescu & Despina-Maria Bordean & Nicoleta Ungureanu & George Ipate & Oana Diana Cristea, 2021. "Mathematical Model to Simulate the Transfer of Heavy Metals from Soil to Plant," Sustainability, MDPI, vol. 13(11), pages 1-18, May.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:11:p:6157-:d:565522
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    References listed on IDEAS

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    1. Muhammad Iqbal & Saeed Ahmed & Wajid Rehman & Farid Menaa & Malik Aman Ullah, 2020. "Heavy Metal Levels in Vegetables Cultivated in Pakistan Soil Irrigated with Untreated Wastewater: Preliminary Results," Sustainability, MDPI, vol. 12(21), pages 1-19, October.
    2. Nicoleta Ungureanu & Valentin Vlăduț & Gheorghe Voicu, 2020. "Water Scarcity and Wastewater Reuse in Crop Irrigation," Sustainability, MDPI, vol. 12(21), pages 1-18, October.
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    4. Na Wang & Jichang Han & Yang Wei & Gang Li & Yingying Sun, 2019. "Potential Ecological Risk and Health Risk Assessment of Heavy Metals and Metalloid in Soil around Xunyang Mining Areas," Sustainability, MDPI, vol. 11(18), pages 1-16, September.
    5. Ruchita Dixit & Wasiullah & Deepti Malaviya & Kuppusamy Pandiyan & Udai B. Singh & Asha Sahu & Renu Shukla & Bhanu P. Singh & Jai P. Rai & Pawan Kumar Sharma & Harshad Lade & Diby Paul, 2015. "Bioremediation of Heavy Metals from Soil and Aquatic Environment: An Overview of Principles and Criteria of Fundamental Processes," Sustainability, MDPI, vol. 7(2), pages 1-24, February.
    6. Ailin Zhang & Veronica Cortes & Bradley Phelps & Hal Van Ryswyk & Tanja Srebotnjak, 2018. "Experimental Analysis of Soil and Mandarin Orange Plants Treated with Heavy Metals Found in Oilfield-Produced Wastewater," Sustainability, MDPI, vol. 10(5), pages 1-16, May.
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    1. González-Ramírez, Laura R. & Alaçam, Deniz & Akpinar, Aysegul, 2022. "A mathematical model of Chenopodium album L. dynamics under copper-induced stress," Ecological Modelling, Elsevier, vol. 469(C).

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