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Application of infrared spectroscopy and chemometric methods to identification of selected minerals
- 1.0369465 - ÚGN 2012 RIV CZ eng J - Journal Article
Ritz, M. - Vaculíková, Lenka - Plevová, Eva
Application of infrared spectroscopy and chemometric methods to identification of selected minerals.
Acta geodynamica et geomaterialia. Roč. 8, č. 1 (2011), s. 47-58. ISSN 1214-9705. E-ISSN 2336-4351
R&D Projects: GA ČR GA105/08/1398; GA ČR GP105/07/P416
Grant - others:GA ČR(CZ) GP105/09/P397; GA MŠk(CZ) ED2.1.00/01.0040
Institutional research plan: CEZ:AV0Z30860518
Keywords : minerals * infrared spectroscopy * chemometric methods
Subject RIV: DB - Geology ; Mineralogy
Impact factor: 0.530, year: 2011
http://www.irsm.cas.cz/abstracts/AGG/01_11/5_Vaculikova.pdf
A new way of identification of minerals was suggested. The identification was based on chemometric analysis of measured IR spectra of selected minerals. IR spectra were collected using diffuse reflectance technique. The discriminant analysis and principal component analysis were used as chemometric methods. Five statistical models were created for separation and identification of clay minerals. Up to 60 samples of various mineral standards (clay minerals, feldspars, carbonates, sulphates and quartz) from different localities were selected for the creation of statistical models. The results of this study confirm that the discriminant analysis of IR spectra of minerals could provide a powerful tool for mineral identification. Even differentiation of muscovite from illite and identification of mixed structures of illite-smectite were achieved.
Permanent Link: http://hdl.handle.net/11104/0203520
Number of the records: 1