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Extending Near Infrared Reflectance(NIR) Pulp Yield Calibrations to NewSites and Species

Author:
Schimleck, L.R., Kube, P.D., Raymond, C.A., Michell, A.J., French, J.
Source:
Journal of wood chemistry and technology 2006 v.26 no.4 pp. 299-311
ISSN:
0277-3813
Subject:
simulation models, calibration, wood, kraft pulp, wood chemistry, Eucalyptus nitens, near-infrared spectroscopy, spectral analysis, yields, accuracy, prediction, Tasmania
Abstract:
Recently, we demonstrated that the accuracy of pulp yield predictions for wood samples from a site (Gog) new to their calibration (Tasmania-wide Eucalyptus nitens) was greatly improved by adding five Gog samples to the calibration set. In this study we investigated the addition of Gog samples to the Tasmania-wide E. nitens set, with the aim of further improving predictive accuracy. It was demonstrated that the addition of a single Gog sample to the Tasmania-wide calibration set was sufficient to greatly reduce predictive errors and that the inclusion of at least 3 Gog samples in the Tasmania-wide set was sufficient to give relatively stable predictive errors. The addition of different sets of 5 Gog samples to the Tasmania-wide calibration, however, caused predictive errors to vary between sets. The standard deviation of pulp yield for the prediction set (20 Gog samples) was important, with sets having the largest standard deviations giving the best predictive statistics. Finally, the Tasmania-wide E. nitens calibration was enhanced using samples from a different species (Eucalyptus globulus) and applied successfully to other E. globulus samples.
Agid:
1435920