TY - JOUR
T1 - Multivariate analysis of combined Raman and fibre-optic reflectance spectra for the identification of binder materials in simulated medieval paints
AU - Pallipurath, Anuradha
AU - Skelton, Jonathan
AU - Ricciardi, Paola
AU - Bucklow, Spike
AU - Elliott, Stephen
PY - 2013/4/3
Y1 - 2013/4/3
N2 - The non-invasive identification of paint materials used in works of art is essential, both for preserving and restoring them, and also for understanding and verifying the history surrounding their creation. As such, the development of suitable non-invasive techniques has received much interest in recent years. We have investigated the use of Fourier transform (FT)-Raman spectroscopy and fibre-optic reflectance spectroscopy (FORS), together with multivariate principal-component analysis (PCA) techniques, in order to identify the pigment and binding materials used in made-up samples representative of real artwork. We demonstrate that both types of spectroscopy provide complementary information which can be used to identify the pigments and binders in paint samples. We show that PCA with FT-Raman spectra can be used to assist in the identification of oil-based binders, and that the additional data provided by FORS spectra enables PCA on combined spectra to identify more complex proteinaceious and polysaccharide-based binding media. The results presented here demonstrate that multivariate analyses of lead-based paints, using data measured by FT-Raman and FORS in conjunction, have much potential for identifying individual pigments and binders in paint samples. This provides a path towards computer-assisted characterisation of paint materials on artwork.
AB - The non-invasive identification of paint materials used in works of art is essential, both for preserving and restoring them, and also for understanding and verifying the history surrounding their creation. As such, the development of suitable non-invasive techniques has received much interest in recent years. We have investigated the use of Fourier transform (FT)-Raman spectroscopy and fibre-optic reflectance spectroscopy (FORS), together with multivariate principal-component analysis (PCA) techniques, in order to identify the pigment and binding materials used in made-up samples representative of real artwork. We demonstrate that both types of spectroscopy provide complementary information which can be used to identify the pigments and binders in paint samples. We show that PCA with FT-Raman spectra can be used to assist in the identification of oil-based binders, and that the additional data provided by FORS spectra enables PCA on combined spectra to identify more complex proteinaceious and polysaccharide-based binding media. The results presented here demonstrate that multivariate analyses of lead-based paints, using data measured by FT-Raman and FORS in conjunction, have much potential for identifying individual pigments and binders in paint samples. This provides a path towards computer-assisted characterisation of paint materials on artwork.
KW - FORS
KW - FT-Raman
KW - non-invasive analysis
KW - paint-binder materials
KW - PCA
UR - http://www.scopus.com/inward/record.url?scp=84878709032&partnerID=8YFLogxK
U2 - 10.1002/jrs.4291
DO - 10.1002/jrs.4291
M3 - Article
AN - SCOPUS:84878709032
SN - 0377-0486
VL - 44
SP - 866
EP - 874
JO - Journal of Raman Spectroscopy
JF - Journal of Raman Spectroscopy
IS - 6
ER -