Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Chinese Tobacco Science》 2015-06
Add to Favorite Get Latest Update

Method of Identifying Flue-cured Tobacco with Different Aroma Types Based on Visible and Near-Infrared Spectroscopy

WANG Yiding;ZHAO Mingqin;FU Bo;YUE Heng;National Tobacco Cultivation and Physiology and Biochemistry Research Center of Henan Agricultural University;  
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 fluecured 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.
【Fund】: 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)
【CateGory Index】: O657.33;TS47
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 2 Hits
1 XUE Lei;L? Jin;SHI Yang;TU Hai-yun;LIU Hui-jun;College of Metrological Technology and Engineering, China Jiliang University;College of Automation and Electrical Engineering, Zhejiang University of Science and Technology;Hangzhou Institute of Test and Calibration for Quality and Technology Supervision;;Identification of Rice Wine Styles Based on Near-Infrared Spectroscopy[J];Food Science;2014-08
2 TANG Yuanju(Guizhou Tobacco Research Academy,Guiyang 550081,China);Issues Associated with Characteristics of Flue-cured Tobacco[J];Chinese Tobacco Science;2013-02
Chinese Journal Full-text Database 9 Hits
1 CAO Zhi-qiang;LEI Ba-jin;FAN Xiong;LI Bin;The Yizhang Branch of Chenzhou City of Hunan Tobacco Company;;Effect of Different Mining Grilled Number on Hierarchical Structure of Tobacco and Industrial Availability[J];Modern Agricultural Science and Technology;2013-17
2 CAO Zhi-qiang;FAN Xiong;Yizhang Branch of Chenzhou City of Hunan Tobacco Company;;Screening and Evaluation of Ecological Adaptability of 9 Tobacco Species[J];Modern Agricultural Science and Technology;2013-17
3 HUANG Hao;LI Jie;CHEN Rong;FENG Shang-yuan;LIN Ju-qiang;HUANG Zu-fang;LI Yong zeng;CHEN Wei-wei;YU Yun;LIN Duo;LIN Jia;College of Integrated Traditional Chinese and Western Medicine,Fujian University of Traditional Chinese Medicine;National Engineering Research Center of Chemical Fertilizer Catalyst,Fuzhou University;College of Optoelectronic Informational Engineering,Fujian Normal University;;Discrimination of Huangqi (Radix Astragali seu Hedysari) from different producing areas using Raman spectroscopy and statistical analysis[J];Journal of Fuzhou University(Natural Science Edition);2014-04
4 SHU Ru-xin;CAI Jia-yue;YANG Zheng-yu;YANG Kai;ZHAO Long-lian;ZHANG Lu-da;ZHANG Ye-hui;LI Jun-hui;Technology Center of Shanghai Tobacco(Group)Corporation;College of Information and Electrical Engineering,China Agricultural University;College of Science,China Agricultural University;;Analysis of Tobacco Style Features Using Near-Infrared Spectroscopy and Projection Model[J];Spectroscopy and Spectral Analysis;2014-10
5 HUANG Hao1,CHEN Rong2,CHEN Wei-wei1,YU Yun1,LIN Duo1,HOU Jun-ling3#(1 College of Integrated Traditional Chinese and Western Medicine,Fujian University of Traditional Chinese Medicine,Fujian 350122;2 College of Photonic and Electronic Engineering,Fujian Normal University;3 School of Chinese Pharmacy,Beijing University of Chinese Medicine);Surface-enhanced Raman spectrum of Huangqi(Radix Astragali seu Hedysari)[J];Journal of Beijing University of Traditional Chinese Medicine;2012-12
6 LU Nan (Shenyang Tiexi District Central Hospital,Shenyang 110021,Liaoning,China);Astragalus and its Imitations Differentiate[J];Journal of Practical Traditional Chinese Internal Medicine;2010-05
7 TANG Yuanju;LIU Zhongxiang;PAN Wenjie;Guizhou Tobacco Research Academy;China Tobacco Guizhou Industrial Limited Company;;Confusion about “Medium Aroma” Flue-cured Tobacco[J];Chinese Tobacco Science;2014-02
8 WANG Pengze;LIU Pengfei;LAI Miao;FU Peipei;ZHOU Fuye;REN Wei;ZHAO Mingqin;College of Tobacco Science, Henan Agricultural University;Shanghai Tobacco Group Co., Ltd.;;Application of Factor, Cluster and Discriminant Analysis in the Evaluation of Style Characteristic of Tobacco Leaves[J];Chinese Tobacco Science;2015-02
9 YU Yun;HE Yan;CHEN Rong;HUANG Hao;FENG Shang-yuan;LIN Ju-qiang;HUANG Zu-fang;LI Yong-zeng;CHEN Wei-wei;LIN Duo;LIN Jia;College of Integrated Traditional Chinese and Western Medicine,Fujian University of Traditional Chinese Medicine;Jiangxi University of Traditional Chinese Medicine;College of Optoelectronic-Informational Engineering,Fujian Normal University;;Discrimination of Radix Astragali seu Hedysari from Different Producing Areas Using Raman Spectroscopy[J];Journal of Jiangxi University of Traditional Chinese Medicine;2015-03
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 QI Ling-feng et al(Fujian Tobacco Industrial Corporation,Xiamen,Fujian 361022);Study on the Optimum Alcoholization Stage and Appropriate Storage Duration of Flue-cured Tobacoo Strips in Different Producing Areas[J];Journal of Anhui Agricultural Sciences;2010-01
2 LIU Li et al(China Tobacco Guangdong Industrial Co.,Itd,Guangzhou,Guangdong 510145);Progress in the Characteristics and Influencing Factors in Strong Aroma Style Flue-cured Tobacco[J];Journal of Anhui Agricultural Sciences;2010-18
3 ZHAO Jian-xiong, FENG Shi-lan, HU Fang-di(Lanzhou Medical College, Lanzhou 730000,China);Identification of Huangqi and Hongqi Herbs by HPLC[J];Analysis and Testing Technology and Instruments;2005-01
4 Huang Hao, Li Jing, Qin Zhu, Zhou Qun, Sun Suqin* (Department of Chemistry, Tsinghua University, Beijing 100084);The Application of Fourier Transform Infrared Spectroscopy on the Quality Control of Traditional Chinese Medicine Formula Particles[J];Chinese Journal of Analytical Chemistry;2003-07
5 Tian Gaoyou~(*1),Chu Xiaoli~2,Yuan Hongfu~2,Lu Wanzhen~2~1(Beijing Petrol-oil and Lubricants Institute,Beijing 102300)~2(Research Institute of Petroleum Processing,Beijing 100083);Application of Wavelet Transform-Piecewise Direct Standardization on the Near Infrared Analysis Model Transfer[J];Chinese Journal of Analytical Chemistry;2006-07
6 LI Ji-xin,JIANG Chao-ying,TANG Yuan-ju,LIANG Gui-lin(Guizhou Tobacco Institute,Guiyang,Guizhou 550003,China);Analysis on Compatibility of Peculiar Tobacco Leavies from Different Producing Areas[J];Guizhou Agricultural Sciences;2008-05
7 HU Xiao-bang1,Lü Jin1, 2,LIU Hui-jun1,SHI Yang2,LIU Tie-bing2,LI Bo-bin3 ( 1. College of Metrology Technology & Engineering, China Jiliang University, Hangzhou 310018, China; 2. College of Automation & Electrical Engineering, Zhejiang University of Sci. and Tech, Hangzhou 310023, China; 3. Chinese National Centre for Quality Supervision and Test of Chinese Rice Wine, Shaoxing 312071, Zhejiang Province, China );Quantitative Model of Alcohol and Acid in Chinese Rice Wine Based on Near-infrared Transmission Spectroscopy[J];Opto-Electronic Engineering;2010-10
8 SUN Su-qin, TANG Jun-ming, YUAN Zi-min and BAI Yan 1. Department of Chemistry, Tsinghua University, Beijing 100084, China 2. Henan College of Traditional Chinese Medicine, Zhengzhou 450008, China 3. Department of Chemistry, Henan Normal University, Xinxiang 453002, China;FTIR and Classification Study on Trueborn Tuber Dioscoreae Samples[J];Spectroscopy and Spectral Analysis;2003-02
9 WANG Duo-jia 1, 2, ZHOU Xiang-yang 1, JIN Tong-ming 1, HU Xiang-na 1, ZHONG Jiao-e 1, WU Qi-tang 2 1. Shenzhen Inspection Station of Non-pollution Agricultural Products, Shenzhen 518040, China 2. South China Agriculture University, Guangzhou 510000, China;Application of Near-Infrared Spectroscopy to Agriculture and Food Analysis[J];Spectroscopy and Spectral Analysis;2004-04
10 LIU Fei,WANG Li,HE Yong,JIANG Yi-hong College of Biosystems Engineering and Food Science,Zhejiang University,Hangzhou 310029,China;Discrimination of Varieties of Yellow Wines Using Vis/NIR Spectroscopy[J];Spectroscopy and Spectral Analysis;2008-03
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved