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http://hdl.handle.net/10773/36778
Title: | Application of multivariate statistical analyses to Itrax core scanner data for the identification of deep-marine sedimentary facies: a case study in the Galician Continental Margin |
Author: | López Pérez, A.E. Rey, D. Martins, Virgínia Plaza-Morlote, M. Rubio, B. |
Keywords: | Galicia continental margin Sedimentology Facies analysis Multivariate statistical analysis ItraxTM core scanner |
Issue Date: | 30-Apr-2019 |
Publisher: | Elsevier |
Abstract: | The validity and usefulness of multivariate statistical tools for the facies characterization in deep-marine environments have been applied on the geochemical, sedimentological and magnetic data from a piston core extracted from the Transitional Zone in the Galician Continental Margin. The combination of geochemical profiles of Fe, Mn, Ti, Ba and Ca and magnetic susceptibility (MS) obtained using the ItraxTM Core Scanner at the University of Vigo, together with the grain-size, grey level and R (red) G (green) B (blue) colour analyses have allowed characterizing and classifying the sediments of the core PC13-3 using SPSS package v. 23. Cluster Analysis (CA) displays, in the first level of the hierarchy, two major groups that correspond with clay-silt and sand facies. In a second level, it is possible to observe six subfacies that match de visu preliminary classification and allowed us to complete and improve the characterization and the facies limits in the whole core. Discriminant Analysis (DA) confirmed the validity of the cluster analyses and enhanced the results of the classification. The Principal Component Analysis (PCA) shows four principal components: coarse lithogenic fraction (PC1), fine lithogenic fraction (PC2), high density fraction (PC3) and biogenic fraction (PC4). These results are in concordance with the Pearson correlation coefficient and the SEM observations. In general terms, the results confirm the utility of the multivariate statistical methods applied on high resolution geochemical and magnetic data acquired with ItraxTM corer scanner, as a quick and complementary tool in sedimentary facies analysis and description in deep marine environments. |
Peer review: | yes |
URI: | http://hdl.handle.net/10773/36778 |
DOI: | 10.1016/j.quaint.2018.06.035 |
ISSN: | 1040-6182 |
Appears in Collections: | DGeo - Artigos GeoBioTec - Artigos |
Files in This Item:
File | Description | Size | Format | |
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Application of multivariate statistical analyses to.pdf | 2.61 MB | Adobe PDF | View/Open |
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