Development of Moisture Content Prediction Model for Larix kaempferi Sawdust Using Near Infrared Spectroscopy |
Chang, Yoon-Seong
(Department Forest Science, College of Agriculture and Life Sciences, Seoul National University)
Yang, Sang-Yun (Department Forest Science, College of Agriculture and Life Sciences, Seoul National University) Chung, Hyunwoo (Department Forest Science, College of Agriculture and Life Sciences, Seoul National University) Kang, Kyu-Young (Department of Biological and Environmental Science, College of Life Science and Biotechnology, Dongguk University) Choi, Joon-Weon (Graduate School of International Agricultural Technology, Seoul National University) Choi, In-Gyu (Department Forest Science, College of Agriculture and Life Sciences, Seoul National University) Yeo, Hwanmyeong (Department Forest Science, College of Agriculture and Life Sciences, Seoul National University) |
1 | Alves, A., Schwanninger, M., Pereira, H., Rodrigues, J. 2006. Calibration of NIR to assess lignin composition (H/G ratio) in maritime pine wood using analytical pyrolysis as the reference method. Holzforschung 60: 29-31. |
2 | Eom, C.D., Han, Y, Chang, Y.S., Park, J.H., Choi, J.W., Choi, I.G., Yeo, H. 2010. Evaluation of surface moisture content of Liriodendron tulipifera wood in the hygroscopic range using NIR spectroscopy. Journal of The Korean Wood Science Technology 38(6): 526-531. DOI |
3 | Gierlinger, N., Schwanninger, M., Hinterstoisser, B., Wimmer, R. 2002. Rapid determination of heartwood extractives in Larix sp by means of Fourier transform near infrared spectroscopy. Journal of Near Infrared Spectroscopy 10: 203-214. DOI |
4 | Kim, D.W., Lee, J.M., Kim, J.S. Kim, Kim, H.J. 2007. The technology for on-line measurement of coal properties by using near-Infrared. Korean Chemical Engineering Research 45(6): 596-603. |
5 | Lestander, T.A., Rhen, C. 2005. Multivariate NIR spectroscopy models for moisture, ash and calorific content in biofuels using biorthogonal partial least squares regression. Analyst 130: 1182-1189. DOI |
6 | Lestander, T.A., Johnsson, B., Grothage, M. 2009. NIR techniques create added values for the pellet and biofuel industry. Bioresource Technology 100: 1589-1594. DOI |
7 | Lundqvist, S.O., Thygesen, L.G. 2000. NIR measurement of moisture content in wood under unstable temperature conditions. Journal of Near Infrared Spectroscopy 8: 183-189. DOI |
8 | Martens, H., Jensen, S.A. 1982. Partial Least Squares Regression: A New Two-stage NIR Calibration Method. Proceedings of 7th world cereal and bread congress, 607-647. |
9 | Martens, H., Vangen, O., Snadberg, E. 1983. Multivariate Calibration of an X-ray Compuer Tomograph by Smoothed PLS Regresstion. Proceedings of Nordic symposium on appl., 235-258. |
10 | Roh, H.J. 2005. The theory and practice of multivariate analysis. Hyung-sul publishing company p. 679. |
11 | Schimleck, L., Workman, J. 2004. Analysis of Timber and Paper. Agronomy 44: 635-646. |
12 | Tsuchikawa, S. 2007. A Review of Recent Near Infrared Research for Wood and Paper. Applied Spectroscopy Reviews 42: 43-71. DOI |
13 | Yang, S.Y., Han, Y., Chang, Y.S., Kim, K.M., Choi, I.G., Yeo, H. 2013. Moisture content prediction below and above fiber saturation point by partial least squares regression analysis on near infreared absorption spectra of Korean pine. Wood and Fiber Science 45(4): 415-422. |