journal article·2021-09-06Open access

Using Statistical Modeling for Assessing Lettuce Crops Contaminated with Zn, Correlating Plants Growth Characteristics with the Soil Contamination Levels

Petru Cardei, Florin Nenciu, Nicoleta Ungureanu, Mirabela Augustina Pruteanu, Valentin Vlăduț, Dan Cujbescu, Iuliana Găgeanu, Oana Diana Cristea

Applied Sciences· Volume 11· Issue 17

Abstract

The aim of the study was to identify new mathematical models and strategies that can characterize the behavior of pollutants accumulating in the soil over time, considering the special characteristics of these chemicals that cannot be degraded or destroyed easily. The paper proposes a statistical model for assessing the accumulation of Zn in the lettuce (Lactuca sativa L.), based on three indicators that characterize the development of lettuce plants over time. The experimental data can be used to obtain interpolated variations of the mass increase functions and to determine several functions that express the time dependence of heavy metal accumulation in the plant. The resulting interpolation functions have multiple applications, being useful in generating predictions for plant growth parameters when they are grown in contaminated environments, determining whether pollutant concentrations may be hazardous for human health, and may be used to verify and validate dynamic mathematical contamination models.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Heavy metals in environment · Heavy Metals in Plants

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

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

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

References (31)

Show source-provided references
1. Wuana, R.A., and Okieimen, F.E. (2011). Heavy Metals in Contaminated Soils: A Review of Sources, Chemistry, Risks and Best Available Strategies for Remediation. Int. Sch. Res. Netw. ISRN Ecol., 402647.10.5402/2011/402647 ↗
2. Zhou, H., Yang, W.-T., Zhou, X., Liu, L., Gu, J.-F., Wang, W.-L., Zou, J.-L., Tian, T., Peng, P.-Q., and Liao, B.-H. (2016). Accumulation of heavy metals in vegetable species planted in contaminated soils and the health risk assessment. Int. J. Environ. Res. Public Health, 13.10.3390/ijerph13030289 ↗
3. The potential of different plant species for heavy metals accumulation and distribution
4. Heavy metals accumulation in suburban roadside plants of a tropical area (Jengka, Malaysia)10.1186/s13717-018-0139-3 ↗
5. Cadmium content and accumulation in lettuce grown on different types of soil10.37358/RC.19.6.7276 ↗
6. Biochemical and physiological effects of some organic and inorganic chemical agents in Capsicum spp.10.37358/RC.18.10.6606 ↗
7. Zinc Phytotoxicity
8. Copper, chromium, zinc and manganese accumulation in three common Brassicaceae on the Romanian littoral
9. Study of the presence of lead in a series of foods of plant origin10.37358/RC.18.5.6294 ↗
10. The accumulation of cadmium by vegetables grown on soils contaminated from a variety of sources10.1016/0048-9697(90)90300-J ↗
11. Heavy metal concentrations of agricultural soils and vegetables from Dongguan, Guangdong10.1007/s11442-010-0121-1 ↗
12. Effect of wastewater irrigation on vegetables in relation to bioaccumulation of heavy metals and biochemical changes10.1007/s10661-009-0936-3 ↗
13. Multivariate-statistical assessment of heavy metals for agricultural soils in northern China
14. Spatial heterogeneity of heavy metal contamination in soils and plants in Hefei, China10.1038/s41598-018-36582-y ↗
15. Effect on plant growth and heavy metal accumulation by sunflower
16. Cojoc, E. (2011). Modeling the Bioaccumulation of Heavy Metals in Crop Plants in the Copsa Mica Area. [Ph.D. Thesis, University of Bucharest, Faculty of Biology, Section Ecology and Environmental Protection]. Available online: http://www.cesec.ro/pdf/CojocEmilia2011.pdf.
17. Accumulation and distribution of lead (Pb) in plant tissues of guar (Cyamopsistetragonoloba L.) and sesame (Sesamumindicum L.): Profitable phytoremediation with biofuel crops
18. Chandra, R., and Hoduck, K. (2018). Phytoremediation and Physiological Effects of Mixed Heavy Metals on Poplar Hybrids, IntechOpen.10.5772/intechopen.76348 ↗
19. Heavy metals uptake and translocation by lettuce and spinach grown on a metal-contamined soil
20. Heavy metal residues in soil and accumulation in maize at long-term wastewater irrigation area Tongliao, China
21. Zinc excess triggered polyamines accumulation in letucc root metabolome, as compared to osmotic stress under high salinity10.3389/fpls.2016.00842 ↗
22. Gharaibeh, M.A., and Bani-Hani, K.A. (2003). Prediction of phytotoxicity of metal uptake in plants using artificial neural networks. Proceedings of the Seventh International Conference on the Application of Artificial Intelligence to Civil and Structural Engineering, Civil-Comp Ltd.10.4203/ccp.78.56 ↗
23. Modelling of phytoextraction efficiency of microbially stimulated Salix dasyclados L. in the soil with different speciation of heavy metals10.1080/15226514.2017.1328396 ↗
24. Heavy metal biomagnification and genotoxic damage in two trophic levels exposed to mine tailings: A network theory approach10.1186/s40693-018-0076-7 ↗
25. Gergen, I. (2003). Chemical and Physicochemical Methods in the Control of Vegetable Agri-Food Products Quality, University Horizons Publishing House.
26. Montgomery, D.C. (2001). Design and Analysis of Experiments, John Wiley & Sons. [5th ed.].
27. Cârdei, P., and Tudora, C. (2018). Theoretical research on evolution of health of plant affected by heavy metal absorption process. Eng. Rural. Dev. Jelgava., 893–897.10.22616/ERDev2018.17.N186 ↗
28. Effect of heavy metals on plant growth and ability to use fertilizing substances to reduce heavy metal accumulation by Brassica Juncea L. Czern
29. Toxic effects of heavy metals on plant growth and metal accumulation in maize (Zea mays L.)
30. Heavy metal polluted soils: Effect on plants and bioremediation methods10.1155/2014/752708 ↗
31. Ranjan Rout, G., and Das, P. (2009). Effect of metal toxicity on plant growth and metabolism: I. zinc. Sustainable Agriculture, Springer.10.1007/978-90-481-2666-8_53 ↗