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Rapid assessment of physical properties and chemical composition of thermally modified wood by mid-infrared spectroscopy

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Abstract

Characterisation, quality assessment and property prediction are several of the major industrial challenges for widespread acceptance of thermally modified wood (TMW). This study shows the potential of the multivariate analysis of mid-infrared (MIR) spectral data for the prediction of impact strength, five mechanical parameters in bending, moisture content, weight loss, density and chemical composition of small specimens of thermally modified beech, Norway spruce and Scots pine woods. Anti-swelling efficiency was also studied using DRIFT spectroscopy for spruce wood only. Calibrations were successfully accomplished by partial least-squares regression, with R 2 Y and Q 2CUM values >0.96 for 64 out of 67 models. Predictions were also successful, with relative prediction values >0 and RMSEP:SD ratios <1 in most cases. Changes in the MIR spectra of TMW show that bands arising from the lignin environment and new bands appearing due to the degradation of carbohydrates, giving negative loadings, were related to strength loss, while those bands arising from the polysaccharides were associated with property retention. It is concluded that this approach is a powerful tool to characterise a number of properties of TMW with a single after-treatment measurement.

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Notes

  1. The term excellent refers to a Q 2CUM value >0.9, >0.75 is very good and >0.5 is good (SIMCA-P User’s Manual, version 11.0.0.0, Umetrics AB, Sweden, 2006).

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Acknowledgments

The National Council for Science and Technology, Mexico (CONACYT) is thanked for financial support to undertake this research (Grant 178663 to MMGP). Dr. Simon F. Curling is acknowledged for conducting the HPLC-PA determinations.

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Authors and Affiliations

  1. School of the Environment and Natural Resources, Bangor University, Bangor, Gwynedd, LL57 2UW, UK

    Marcos M. González-Peña & Michael D. C. Hale

  2. Centre for Advanced Wood Processing, The University of British Columbia, 2900-2424 Main Mall, Vancouver, BC, V6T 1Z4, Canada

    Marcos M. González-Peña

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  1. Marcos M. González-Peña
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  2. Michael D. C. Hale
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Correspondence to Marcos M. González-Peña.

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González-Peña, M.M., Hale, M.D.C. Rapid assessment of physical properties and chemical composition of thermally modified wood by mid-infrared spectroscopy. Wood Sci Technol 45, 83–102 (2011). https://doi.org/10.1007/s00226-010-0307-9

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