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Title

Comparison of different multiway methods for the analysis of geographical metal distributions in fish, sediments and river waters in Catalonia.

AuthorsPeré-Trepat, Emma; Ginebreda Martí, Antoni ; Tauler, Romà
KeywordsMCR-ALS
PCA
PARAFAC
TUCKER3
Matrix Augmentation (MA)
Fish
Sediments
Waters
Catalonia
Issue Date15-Aug-2007
PublisherElsevier
CitationChemometrics and Intelligent Laboratory 88(1): 69-83 (2007)
AbstractComparison of different multiway data analysis methods based on Principal Component Analysis and Multivariate Curve Resolution Matrix Augmentation bilinear models and on PARAFAC and TUCKER3 models is performed in the analysis of a three-way data set built up by the analysis of 11 metal ions in 17 fish, sediment and water samples from the same river site locations of Catalonia (NE, Spain). Adaptation of Multivariate Curve Resolution to PARAFAC and TUCKER3 type of models showed the flexibility of this method to handle different data structures and also to fulfill different constraint types. Although the way the results were obtained using these different chemometric methods varied, similar environmental interpretations and conclusions were derived independently of the chemometric method used for data analysis.
Description15 pages, 11 figures, 3 tables.-- Available online on Nov 29, 2006.
Publisher version (URL)http://dx.doi.org/10.1016/j.chemolab.2006.09.009
URIhttp://hdl.handle.net/10261/11423
DOIhttp://dx.doi.org/10.1016/j.chemolab.2006.09.009
ISSN0169-7439
Appears in Collections:(IDAEA) Artículos
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