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用近红外光谱法快速测定欧美杨木质素含量
引用本文:刘栋梁,刘胜. 用近红外光谱法快速测定欧美杨木质素含量[J]. 红外, 2012, 33(11): 39-43
作者姓名:刘栋梁  刘胜
作者单位:北京林业大学理学院,北京,100083
基金项目:国家自然科学基金项目(重点项目)
摘    要:以欧美杨的木质素含量为研究对象,给出了建立近红外光谱分析模型的一种多模型方法。所建模型可用于快速预测欧美杨中的木质素含量,其预测值与实验值之间的相关系数为0.9702,预测结果的平均相对误差为0.0100,模型的拟合优度为0.9126。将所建模型与用偏最小二乘法建立的欧美杨木质素含量预测模型进行了对比,前者的预测效果优于后者。

关 键 词:近红外光谱  多模型  木质素  欧美杨
收稿时间:2012-09-20
修稿时间:2012-09-27

Rapid Determination of Lignin Content in Populus Euramericana by Near-infrared Spectroscopy
LIU Dong-Liang and LIU Sheng. Rapid Determination of Lignin Content in Populus Euramericana by Near-infrared Spectroscopy[J]. Infrared, 2012, 33(11): 39-43
Authors:LIU Dong-Liang and LIU Sheng
Affiliation:College of Science,Beijing Forestry University,College of Science,Beijing Forestry University
Abstract:A near-infrared spectral analysis model is established by using a multi-model method. The model can be used to rapidly determine the lignin content in populus euramericana. The correlation coefficient between the predicted value and the experimental value is 0.9702. The mean relative error of the prediction is 0.0100. The goodness of the fit model is 0.9126. Compared with the determination model established by using the partial least squares (PLS) method, the prediction of this model is better.
Keywords:near-infrared spectroscopy   multi-model   lignin   populus
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