中国烟草科学2015，Vol.36Issue(6)：88-93,6.DOI:10.13496/j.issn.1007-5119.2015.06.016
利用可见-近红外光谱鉴定不同香型风格烤烟的方法
Method of Identifying Flue-cured Tobacco with Different Aroma Types Based on Visible and Near-Infrared Spectroscopy
摘要
Abstract
In order to achieve rapid discrimination of different Flue-cured tobacco aroma types,visible and near-infrared spectroscopy was used to obtain the characteristic spectral information of intrinsic chemical composition of three types of flue-cured tobacco including the full,middle and clean aroma types.The full-wave band of original characteristic spectra were selected for spectral pretreatment by normalized treatment,Savitzky-Golay,multiplicative scatter correction and standard normal variate.The principal component analysis (PCA) was applied to perform the clustering analysis,and a qualitative discrimination model of the three flue-cured tobacco arama styles combined with partial least squares-discriminant analysis (PLS-DA) was built.The results showed that the calibration and validation sets of PLS-DA model were identified as having good performance with an accuracy of 100%.The results suggested that this method using visible and near-infrared spectroscopy is good for classification and identification of tobacco with different aroma types.This study provides a new method for rapid and accurate identification of different flue-cured tobacco aroma types.关键词
可见-近红外光谱/烤烟/香型风格/主成分分析/判别分析Key words
visible and near-infrared spectroscopy/flue-cured tobacco/aroma type/principal component analysis/discriminant analysis分类
轻工业引用本文复制引用
王一丁,赵铭钦,付博,岳恒..利用可见-近红外光谱鉴定不同香型风格烤烟的方法[J].中国烟草科学,2015,36(6):88-93,6.基金项目
中国烟草总公司项目"浓香型特色优质烟叶风格定位研究"(Ts-01-2011001) （Ts-01-2011001）
