University of Tasmania
Browse

File(s) under permanent embargo

Determination of the syringyl/guaiacyl ratio of Eucalyptus globulus wood lignin by near infrared-based partial least squares regression models using analytical pyrolysis as the reference method

journal contribution
posted on 2023-05-17, 10:27 authored by Alves, A, Simoes, R, Stackpole, DJ, Rene VaillancourtRene Vaillancourt, Bradley PottsBradley Potts, Schwanninger, M, Rodrigues, J
High syringly/guaiacyl (S/G) ratios are advantageous for chemical pulp production due to higher delignification rates, higher pulp yields and lower chemical consumption. Near infrared-based partial least-squares regression (PLS-R) models were developed to assess the S/G ratio of Eucalyptus globulus wood using analytical pyrolysis as the reference method. The PLS-R models obtained using the wavenumber range from 6100 cm -1 to 5450 cm -1 (1639-1835 nm) of the preprocessed spectra using first derivative (1stDer) and first derivative in combination with; vector normalisation (1stDerVN), multiplicative scatter correction (1stDerMSC) and straight-line-subtraction (1stDerSLS), and the second derivative (2ndDer), are well qualified for rapid screening the S/G ratio of Eucalyptus globulus wood. Overall, models using 1stDerVN and 1stDerMSC preprocess (78 samples) requiring only three PLS components have the best statistics with coefficient of determination (r 2) = 0.97, root mean square error of cross-validation (RMSECV) = 0.025 and residual prediction deviation (RPD) = 5.7 © IM Publications LLP 2011.

History

Publication title

Journal of Near Infrared Spectroscopy

Volume

19

Issue

5

Pagination

343-348

ISSN

0967-0335

Department/School

School of Natural Sciences

Publisher

N I R Publications

Place of publication

6 Charlton Mill, Charlton, Chichester, England, West Sussex, Po18 0Hy

Rights statement

Copyright 2011 IM Publications

Repository Status

  • Restricted

Socio-economic Objectives

Hardwood plantations

Usage metrics

    University Of Tasmania

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC