title: Multivariate Analysis of Combined Fourier Transform Near-Infrared Spectrometry (FT-NIR) and Raman Datasets for Improved Discrimination of Drying Oils.
abstract: This work explores the application of chemometric techniques to the analysis of lipidic paint binders (i.e., drying oils) by means of Raman and near-infrared spectroscopy. These binders have been widely used by artists throughout history, both individually and in mixtures. We prepared various model samples of the pure binders (linseed, poppy seed, and walnut oils) obtained from different manufacturers. These model samples were left to dry and then characterized by Raman and reflectance near-infrared spectroscopy. Multivariate analysis was performed by applying principal component analysis (PCA) on the first derivative of the corresponding Raman spectra (1800-750 cm(-1)), near-infrared spectra (6000-3900 cm(-1)), and their combination to test whether spectral differences could enable samples to be distinguished on the basis of their composition. The vibrational bands we found most useful to discriminate between the different products we studied are the fundamental ν(C=C) stretching and methylenic stretching and bending combination bands. The results of the multivariate analysis demonstrated the potential of chemometric approaches for characterizing and identifying drying oils, and also for gaining a deeper insight into the aging process. Comparison with high-performance liquid chromatography data was conducted to check the PCA results.
authors.affiliation: Dipartimento di Chimica ''Ugo Schiff,'' Università degli Studi di Firenze, Polo Scientifico e Tecnologico, via della Lastruccia 3, I-50019, Sesto Fiorentino (Firenze), Italy.
authors.forename: Serena
authors.initials: S
authors.lastname: Carlesi
authors.forename: Marilena
authors.initials: M
authors.lastname: Ricci
authors.forename: Costanza
authors.initials: C
authors.lastname: Cucci
authors.forename: Jacopo
authors.initials: J
authors.lastname: La Nasa
authors.forename: Cristiana
authors.initials: C
authors.lastname: Lofrumento
authors.forename: Marcello
authors.initials: M
authors.lastname: Picollo
authors.forename: Maurizio
authors.initials: M
authors.lastname: Becucci