N-way modelling of sediment monitoring data from Mar Menor lagoon, Spain

The present paper deals with the application of Tucker3 modelling to a sediment monitoring data set from the area of Mar Menor coastal lagoon (Spain). The aim of the study is to model and interpret the fractionation of heavy metals in the suspended particulate matter and sediment fractions resulting by sedimentation processes. Since the lagoon is seriously influenced by anthropogenic activities the modelling aims an assessment of the environmental hazard, too. After application of various scaling and centering procedures and estimation of the model dimensionality, an optimal (3, 3, 3) Tucker3 model was chosen for data interpretation. Using the model output (factor loadings connected to the four main core elements) it could be concluded that the heavy metal concentrations in the suspended particulate matter and sediment fractions increase in order Cu > Mn > Zn approximate to Pb > Cd and could be examined as estimation of basic levels for all heavy metals caused by different sedimentation processes. The second important core element summarizes the anthropogenic influence of the mining activity in the region. The third important core element shows the different mobility of the heavy metals. The fourth important core element should be related to the specific sediment formation at one of the sampling location.

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Tsakovski S. Kudlak B. Simeonov V. Wolska L. Garcia G. Dassenakis M. y Namiesnik J. N-way modelling of sediment monitoring data from Mar Menor lagoon Spain. Elsevier B.V., 2009. https://doi.org/10.1016/j.talanta.2009.08.015

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Tipo de recurso Artículo
Fecha de creación 05-11-2024
Fecha de última modificación 20-01-2025
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Identificador de los metadatos df202389-6588-5234-a218-21aa9eefaaf3
Idioma de los metadatos Español
Temáticas (NTI-RISP)
Categoría del conjunto de alto valor (HVD) Observación de la Tierra y medio ambiente
Categoría temática ISO 19115 biota
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Nombre del autor Tsakovski, S., Kudlak, B., Simeonov, V., Wolska, L., Garcia, G., Dassenakis, M. y Namiesnik, J.
Nombre del editor Elsevier B.V.
Identificador alternativo DOI: 10.1016/j.talanta.2009.08.015
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Email del autor stsakovski@chem.uni-sofia.bg
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