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Hyperspectral Imaging Surface Analysis for Dried and Thermally Modified Wood: An Exploratory Study

Authors :
Olena Myronycheva
Ekaterina Sidorova
Olle Hagman
Margot Sehlstedt-Persson
Olov Karlsson
Dick Sandberg
Source :
Journal of Spectroscopy, Vol 2018 (2018)
Publication Year :
2018
Publisher :
Wiley, 2018.

Abstract

Naturally seasoned, kiln-dried, and thermally modified wood has been studied by hyperspectral near-infrared imaging between 980 and 2500 nm in order to obtain spatial chemical information. Evince software was used to explore, preprocess, and analyse spectral data from image pixels and link these data to chemical information via spectral wavelength assignment. A PCA model showed that regions with high absorbance were related to extractives with phenolic groups and aliphatic hydrocarbons. The sharp wavelength band at 2135 nm was found by multivariate analysis to be useful for multivariate calibration. This peak represents the largest variation that characterizes the knot area and can be related to areas in wood rich in hydrocarbons and phenol, and it can perhaps be used for future calibration of other wood surfaces. The discriminant analysis of thermally treated wood showed the strongest differentiation between the planed and rip-cut wood surfaces and a fairly clear discrimination between the two thermal processes. The wavelength band at 2100 nm showed the greatest difference and may correspond to stretching of C=O-O of polymeric acetyl groups, but this requires confirmation by chemical analysis.

Subjects

Subjects :
Optics. Light
QC350-467

Details

Language :
English
ISSN :
23144920 and 23144939
Volume :
2018
Database :
Directory of Open Access Journals
Journal :
Journal of Spectroscopy
Publication Type :
Academic Journal
Accession number :
edsdoj.50079a755354f34b3dde8e6af0946be
Document Type :
article
Full Text :
https://doi.org/10.1155/2018/7423501