The Determination of Polyethlylene Glycol and Water in Archaeological Wood using Infrared Spectroscopy and Stepwise Multiple Linear Regression
Polyethylene glycol (PEG) is the most common preservative in use for bulking and maintaining structural integrity in waterlogged wood. Conservators therefore have a need to be able to determine PEG concentrations in wood in a non-destructive manner. We present a study highlighting the application of...
Main Authors: | , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Alexandru Ioan Cuza University of Iasi
2012-03-01
|
Series: | International Journal of Conservation Science |
Subjects: | |
Online Access: | http://ijcs.uaic.ro/pub/IJCS-12-01-Patel.pdf |
id |
doaj-b06d0d54b724428388ce5e161b736e7a |
---|---|
record_format |
Article |
spelling |
doaj-b06d0d54b724428388ce5e161b736e7a2020-11-25T00:17:49ZengAlexandru Ioan Cuza University of IasiInternational Journal of Conservation Science2067-533X2067-82232012-03-0131310The Determination of Polyethlylene Glycol and Water in Archaeological Wood using Infrared Spectroscopy and Stepwise Multiple Linear RegressionRohan PATELJessica BINGHAMShanna DANIELSarah WATKINS-KENNEYAnthony KENNEDYPolyethylene glycol (PEG) is the most common preservative in use for bulking and maintaining structural integrity in waterlogged wood. Conservators therefore have a need to be able to determine PEG concentrations in wood in a non-destructive manner. We present a study highlighting the application of infrared spectroscopy coupled with multivariate analysis techniques to predict the concentration of polyethylene glycol 400 (PEG-400) and water simultaneously. This technique uses attenuated total reflectance (ATR) spectroscopy andunconstrained stepwise multiple linear regression (SMLR) analysis for prediction of multiple components in archaeological wood. Using this model we have calculated the concentration of PEG-400 and water in treated archaeological waterlogged wood samples.http://ijcs.uaic.ro/pub/IJCS-12-01-Patel.pdfstepwise multiple linear regressionattenuated total reflectance infrared spectroscopywaterlogged archaeological woodpolyethylene glycol. |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Rohan PATEL Jessica BINGHAM Shanna DANIEL Sarah WATKINS-KENNEY Anthony KENNEDY |
spellingShingle |
Rohan PATEL Jessica BINGHAM Shanna DANIEL Sarah WATKINS-KENNEY Anthony KENNEDY The Determination of Polyethlylene Glycol and Water in Archaeological Wood using Infrared Spectroscopy and Stepwise Multiple Linear Regression International Journal of Conservation Science stepwise multiple linear regression attenuated total reflectance infrared spectroscopy waterlogged archaeological wood polyethylene glycol. |
author_facet |
Rohan PATEL Jessica BINGHAM Shanna DANIEL Sarah WATKINS-KENNEY Anthony KENNEDY |
author_sort |
Rohan PATEL |
title |
The Determination of Polyethlylene Glycol and Water in Archaeological Wood using Infrared Spectroscopy and Stepwise Multiple Linear Regression |
title_short |
The Determination of Polyethlylene Glycol and Water in Archaeological Wood using Infrared Spectroscopy and Stepwise Multiple Linear Regression |
title_full |
The Determination of Polyethlylene Glycol and Water in Archaeological Wood using Infrared Spectroscopy and Stepwise Multiple Linear Regression |
title_fullStr |
The Determination of Polyethlylene Glycol and Water in Archaeological Wood using Infrared Spectroscopy and Stepwise Multiple Linear Regression |
title_full_unstemmed |
The Determination of Polyethlylene Glycol and Water in Archaeological Wood using Infrared Spectroscopy and Stepwise Multiple Linear Regression |
title_sort |
determination of polyethlylene glycol and water in archaeological wood using infrared spectroscopy and stepwise multiple linear regression |
publisher |
Alexandru Ioan Cuza University of Iasi |
series |
International Journal of Conservation Science |
issn |
2067-533X 2067-8223 |
publishDate |
2012-03-01 |
description |
Polyethylene glycol (PEG) is the most common preservative in use for bulking and maintaining structural integrity in waterlogged wood. Conservators therefore have a need to be able to determine PEG concentrations in wood in a non-destructive manner. We present a study highlighting the application of infrared spectroscopy coupled with multivariate analysis techniques to predict the concentration of polyethylene glycol 400 (PEG-400) and water simultaneously. This technique uses attenuated total reflectance (ATR) spectroscopy andunconstrained stepwise multiple linear regression (SMLR) analysis for prediction of multiple components in archaeological wood. Using this model we have calculated the concentration of PEG-400 and water in treated archaeological waterlogged wood samples. |
topic |
stepwise multiple linear regression attenuated total reflectance infrared spectroscopy waterlogged archaeological wood polyethylene glycol. |
url |
http://ijcs.uaic.ro/pub/IJCS-12-01-Patel.pdf |
work_keys_str_mv |
AT rohanpatel thedeterminationofpolyethlyleneglycolandwaterinarchaeologicalwoodusinginfraredspectroscopyandstepwisemultiplelinearregression AT jessicabingham thedeterminationofpolyethlyleneglycolandwaterinarchaeologicalwoodusinginfraredspectroscopyandstepwisemultiplelinearregression AT shannadaniel thedeterminationofpolyethlyleneglycolandwaterinarchaeologicalwoodusinginfraredspectroscopyandstepwisemultiplelinearregression AT sarahwatkinskenney thedeterminationofpolyethlyleneglycolandwaterinarchaeologicalwoodusinginfraredspectroscopyandstepwisemultiplelinearregression AT anthonykennedy thedeterminationofpolyethlyleneglycolandwaterinarchaeologicalwoodusinginfraredspectroscopyandstepwisemultiplelinearregression AT rohanpatel determinationofpolyethlyleneglycolandwaterinarchaeologicalwoodusinginfraredspectroscopyandstepwisemultiplelinearregression AT jessicabingham determinationofpolyethlyleneglycolandwaterinarchaeologicalwoodusinginfraredspectroscopyandstepwisemultiplelinearregression AT shannadaniel determinationofpolyethlyleneglycolandwaterinarchaeologicalwoodusinginfraredspectroscopyandstepwisemultiplelinearregression AT sarahwatkinskenney determinationofpolyethlyleneglycolandwaterinarchaeologicalwoodusinginfraredspectroscopyandstepwisemultiplelinearregression AT anthonykennedy determinationofpolyethlyleneglycolandwaterinarchaeologicalwoodusinginfraredspectroscopyandstepwisemultiplelinearregression |
_version_ |
1725378076175499264 |