林产化学与工业2009，Vol.29Issue(5)：1-5,5.
支持向量机结合近红外光谱法测定杉木木质素的含量
Determination of Lignin Content of Chinese Fir Wood by Support Vector Machine and Near-infrared Spectrometry
摘要
Abstract
Via near-infrared spectroscopy (NIR)combined with support vector machine (SVM),a model for determining lignin content of Chinese fir wood was established.Forty-seven Chinese fir samples were used as experimental material.Lignin content of samples was measured according to wet-chemical method.The spectra of Chinese fir samples were recorded by near infrared spectrometer.The spectral data were pretreated by smoothing,derivating,compressing and scaling.Radial basis function ( RBF) was used as kernel function to establish a model for determing lignin content.The square sum of relative calibration error and relative prediction error were 0.007433 and 0.001219,respectively,which demonstrated that this method is precise for determination of lignin content of Chinese fir wood.关键词
支持向量机/近红外光谱/杉木/木质素Key words
support vector machine/near-infrared spectroscopy/Chinese fir/lignin分类
化学化工引用本文复制引用
黄安民,焦淑菲,任海青,相玉红,张卓勇..支持向量机结合近红外光谱法测定杉木木质素的含量[J].林产化学与工业,2009,29(5):1-5,5.基金项目
北京市自然科学基金资助项目(6092021) （6092021）
"十一五"国家科技支撑计划资助(2006BAD03A15) （2006BAD03A15）
北京市教育委员会科技发展项目(KM200710028009) （KM200710028009）
