Wet-pocket classification in Abies lasiocarpa using spectroscopy in the visible and near infrared range

作者: Ken Watanabe , Shawn D. Mansfield , Stavros Avramidis

DOI: 10.1007/S00107-010-0490-2

关键词:

摘要: The potential of visible and near infrared (Vis-NIR) spectroscopy to distinguish wet-pockets from normal subalpine fir (Abies lasiocarpa Hook) wood was evaluated. Two specimen classes were used, namely, with more than half the surfaces covered by (WW), completely free (NW). A partial least square (PLS) regression model derived calibrated predict moisture content ranging 0 210%, its usefulness for moisture-based sorting green lumber assessed. Samples sorted into two after Vis-NIR scanning via models: (1) soft independent modeling class analogy (SIMCA) (2) PLS discriminant analysis. SIMCA using second derivatives wavelengths spanning 650 1150 nm successfully classified 98% WW NW in state, while it resulted misclassification 96% specimens air-drying. PLS 650–1150 nm, correctly state 100% air-drying, respectively. These results clearly demonstrate applicability discriminate wood.

参考文章(29)
P. Hoffmeyer, J. G. Pedersen, Evaluation of density and strength of Norway spruce wood by near infrared reflectance spectroscopy European Journal of Wood and Wood Products. ,vol. 53, pp. 165- 170 ,(1995) , 10.1007/BF02716418
J. F. G. Mackay, Properties of northern Aspen discolored wood related to drying problems Wood and Fiber Science. ,vol. 6, pp. 319- 326 ,(2007)
Adam M. Taylor, Camille Freitag, Etienne Cadot, Jeffrey J. Morrell, Potential of near infrared spectroscopy to assess hot-water-soluble extractive content and decay resistance of a tropical hardwood Holz als Roh- und Werkstoff. ,vol. 66, pp. 107- 111 ,(2008) , 10.1007/S00107-007-0214-4
Paul Geladi, Notes on the history and nature of partial least squares (PLS) modelling Journal of Chemometrics. ,vol. 2, pp. 231- 246 ,(1988) , 10.1002/CEM.1180020403
Philip Heraud, Bayden R. Wood, John Beardall, Don McNaughton, Effects of pre‐processing of Raman spectra on in vivo classification of nutrient status of microalgal cells Journal of Chemometrics. ,vol. 20, pp. 193- 197 ,(2006) , 10.1002/CEM.990
J. Bauch, W. Höll, R. Endeward, Some Aspects of Wetwood Formation in Fir Holzforschung. ,vol. 29, pp. 198- 205 ,(1975) , 10.1515/HFSG.1975.29.6.198
Kyösti Karttunen, Asta Leinonen, Matti-Paavo Sarén, A survey of moisture distribution in two sets of Scots pine logs by NIR-spectroscopy Holzforschung. ,vol. 62, pp. 435- 440 ,(2008) , 10.1515/HF.2008.060
Herbert A. Schroeder, Charles J. Kozlik, The characterization of wetwood in western hemlock Wood Science and Technology. ,vol. 6, pp. 85- 94 ,(1972) , 10.1007/BF00350823