New Method of Near Infrared Spectra Analysis for the Content of Acid Soluble Lignin of Acacia

被引:0
作者
Liu Sheng [1 ]
机构
[1] Beijing Forestry Univ, Beijing 100083, Peoples R China
关键词
Spectroscopy; Near infrared; Approximate linear relation; Lignin; SPECTROSCOPY; WOOD; PROTEIN; MODELS;
D O I
10.3964/j.issn.1000-0593(2014)01-0069-04
中图分类号
O433 [光谱学];
学科分类号
0703 ; 070302 ;
摘要
The near infrared spectra analysis model of the content of the acid soluble lignin and the model of the content of the Klason lignin were built by the iterative method separately at first. The results show that the prediction effect of the content of the Klason lignin is obviously better than that of the acid soluble lignin. Different from usual methods of building near infrared spectra analysis model, the approximate linear relation between the contents of the acid soluble lignin and the contents of the Klason lignin was used. Combined with the near infrared spectroscopy data of multi-wavelength, twenty sub models of prediction of the content of the acid soluble lignin were built with the help of the Klason lignin content whose prediction effect is better than that of the acid soluble lignin. By calculating the weighted mean value of the prediction values of these sub models, the new prediction value of the content of the acid soluble lignin of each acacia specimen was obtained at last. The prediction error of the new model is obviously less than that of the model built by the iterative method. It is possible that the method of modeling in the paper can be used to some chemical component contents when the predictions of them by usual methods are not very effective, and the effects of the near infrared spectra analysis of them will be improved.
引用
收藏
页码:69 / 72
页数:4
相关论文
共 8 条
[1]   Robustness of models based on near infrared spectra to predict the basic density in Eucalyptus urophylla wood [J].
Gherardi Hein, Paulo Ricardo ;
Lima, Jose Tarcisio ;
Chaix, Gilles .
JOURNAL OF NEAR INFRARED SPECTROSCOPY, 2009, 17 (03) :141-150
[2]   Nondestructive estimation of wood chemical composition of sections of radial wood strips by diffuse reflectance near infrared spectroscopy [J].
Jones, P. David ;
Schimleck, Laurence R. ;
Peter, Gary F. ;
Daniels, Richard F. ;
Clark, Alexander, III .
WOOD SCIENCE AND TECHNOLOGY, 2006, 40 (08) :709-720
[3]  
Li YK, 2007, CHEM J CHINESE U, V28, P246
[4]  
Liu S, 2011, CHINESE J ANAL CHEM, V39, P129
[5]   Predicting extractives, lignin, and cellulose contents using near infrared spectroscopy on solid wood in Eucalyptus globulus [J].
Poke, FS ;
Raymond, CA .
JOURNAL OF WOOD CHEMISTRY AND TECHNOLOGY, 2006, 26 (02) :187-199
[6]   DETERMINING THE CONTENTS OF FAT AND PROTEIN IN MILK POWDER BY USING NEAR INFRARED SPECTROSCOPY COMBINED WITH WAVELET TRANSFORM AND RADICAL BASIS FUNCTION NEURAL NETWORKS [J].
Shan Yang ;
Zhu Xiang-Rong ;
Xu Qing-Song ;
Lang Yi-Zeng .
JOURNAL OF INFRARED AND MILLIMETER WAVES, 2010, 29 (02) :128-131
[7]   Joint Optimization of Savitzky-Golay Smoothing Models and Partial Least Squares Factors for Near-infrared Spectroscopic Analysis of Serum Glucose [J].
Xie Jun ;
Pan Tao ;
Chen Jie-Mei ;
Chen Hua-Zhou ;
Ren Xiao-Huan .
CHINESE JOURNAL OF ANALYTICAL CHEMISTRY, 2010, 38 (03) :342-346
[8]   Non-invasive detection of protein content in corn distillers dried grains with solubles: method for selecting spectral variables to construct high-performance calibration model using near infrared reflectance spectroscopy [J].
Zhou, Xingfan ;
Yang, Zengling ;
Huang, Guangqun ;
Han, Lujia .
JOURNAL OF NEAR INFRARED SPECTROSCOPY, 2012, 20 (03) :407-413