Study on the Genuineness and Producing Area of Panax Notoginseng Based on Infrared Spectroscopy Combined with Discriminant Analysis

文献类型： 外文期刊

第一作者： Liu Fei

作者： Liu Fei;Yang Chun-yan;Wang Yuan-zhong;Jin Hang

作者机构：

关键词： Infrared spectroscopy;Discriminant analysis;Panax noto ginseng;Genuineness and producing area;Identification

期刊名称：SPECTROSCOPY AND SPECTRAL ANALYSIS （ 影响因子：0.589； 五年影响因子：0.504 ）

ISSN： 1000-0593

年卷期： 2015 年 35 卷 1 期

页码：

收录情况： SCI

摘要： The genuineness and producing area of Panax notoginseng were studied based on infrared spectroscopy combined with discriminant analysis. The infrared spectra of 136 taproots of P. notoginseng from 13 planting point in 11 counties were collected and the second derivate spectra were calculated by Omnic 8. 0 software. The infrared spectra and their second derivate spectra in the range 1 800 similar to 700 cm(-1) were used to build model by stepwise discriminant analysis, which was in order to distinguish study on the genuineness of P. noto ginseng. The model built based on the second derivate spectra showed the better recognition effect for the genuineness of P. noto ginseng. The correct rate of returned classification reached to 100%, and the prediction accuracy was 93. 4%. The stability of model was tested by cross validation and the method was performed extrapolation validation. The second derivate spectra combined with the same discriminant analysis method were used to distinguish the producing area of P. noto ginseng. The recognition effect of models built based on different range of spectrum and different numbers of samples were compared and found that when the model was built by collecting 8 samples from each planting point as training sample and the spectrum in the range 1 500 similar to 1 200 cm(-1) the recognition effect was better, with the correct rate of.returned classification reached to 99. 0%, and the prediction accuracy was 76. 5%. The results indicated that infrared spectroscopy combined with discriminant analysis showed good recognition effect for the genuineness of P. noto ginseng. The method might be a hopeful new method for identification of genuineness of P. noto ginseng in practice. The method could recognize the producing area of P. noto ginseng to some extent and could be a new thought for identification of the producing area of P. noto ginseng.

分类号：

  • 相关文献

[1]Study on discrimination of white tea and albino tea based on near-infrared spectroscopy and chemometrics. Chen, Yi,Deng, Jing,Wang, Yuanxing,Mao, Xuejin,Zhang, Juan,Hu, Haitao,Li, Jing,Liu, Boping,Ding, Jian. 2014

[2]Identification of Soil-Borne Fungi Using Fourier Transform Infrared Spectroscopy. Chai A-li,Li Bao-ju,Shi Yan-xia,Xie Xue-wen. 2011

[3]Identification of Dendrobium Varieties by Infrared Spectroscopy. Liu Fei,Yang Chun-yan,Wang Yuan-zhong,Jin Hang. 2014

[4]Identification of Dendrobium Varieties by Fourier Transform Infrared Spectroscopy Combined with Spectral Retrieval. Liu Fei,Yang Chun-yan,Wang Yuan-zhong,Jin Hang,Deng Xing-yan. 2014

[5]Research on Rapid and Non-Destructive Identification of Aging Wheat Based on ATR-Terahertz Spectroscopy Combined with PLS-DA. Wang Dong,Pan Li-gang,Li An,Jin Xin-xin,Ma Zhi-hong,Wang Ji-hua,Wang Dong,Pan Li-gang,Li An,Jin Xin-xin,Ma Zhi-hong,Wang Ji-hua,Liu Long-hai,Jiang, Justin. 2016

[6]MELON SEED VARIETY IDENTIFICATION BASED ON HYPERSPECTRAL TECHNOLOGY COMBINED WITH DISCRIMINANT ANALYSIS. Li, Cuiling,Fan, Pengfei,Jiang, Kai,Wang, Xiu,Feng, Qingchun,Zhang, Chunfeng,Li, Cuiling,Fan, Pengfei,Jiang, Kai,Wang, Xiu,Feng, Qingchun,Zhang, Chunfeng. 2017

[7]Morphological differences between close populations discernible by multivariate analysis: A case study of genus Coilia (Teleostei : Clupeiforms). Cheng, QQ,Lu, DR,Ma, L. 2005

[8]Use of discriminant analysis on NIRS to detect meat-and-bone meal content in ruminant concentrates. Yang, Z.,Han, L.,Li, Q.,Yang, Z.,Han, L.,Li, Q.,Fan, X.. 2007

[9]Study on Varieties Identification of Kentucky Bluegrass Using Hyperspectral Imaging and Discriminant Analysis. Xiao Bo,Liang Xiao-hong,Zhang Li-juan,Han Lie-bao,Xiao Bo,Han Lie-bao,Mao Wen-hua. 2012

[10]Soil Nutrient Detection Method Based on Combining Mid-Infrared Attenuated Total Reflection and Diffuse Reflectance Spectroscopy. Chen Chen,Li Zhi-wei,Chen Chen,Dong Da-ming. 2017

[11]Analysis of Spirulina Powder by Fourier Transform Infrared Spectroscopy and Calculation of Protein Content. Liu Hai-jing,Li Wei-ming,Wang Feng,Li An,Zhao Yue-liang,Ha Yi-ming,Liu Hai-jing,Li Wei-ming,Wang Feng,Li An,Zhao Yue-liang,Ha Yi-ming,Xu Chang-hua,Zhou Qun,Sun Su-qin. 2013

[12]Qualitative and Quantitative Analysis of Paris polyphylla var. yunnanensis in Different Harvest Times with Infrared Spectroscopy Combined with Chemometrics. Wu Zhe,Zhang Ji,Jin Hang,Wang Yuan-zhong,Zhang Jin-yu,Wu Zhe,Zhang Ji,Jin Hang,Wang Yuan-zhong,Zhang Jin-yu,Wu Zhe. 2017

[13]Analysis and Discrimination of the Medicinal Plants Swertia Davidi Franch Based on Infrared Spectroscopy. Di Zhun,Long Hua,Li Li,Di Zhun,Zhao Yan-li,Zuo Zhi-tian,Wang Yuan-zhong,Zhang Xue. 2016

[14]Infrared Spectroscopy Combined with Chemometrics for Rapid Discrimination on Species of Bolete Mushrooms and an Analysis of Total Mercury. Yang Tian-wei,Liu Hong-gao,Yang Tian-wei,Zhang Ji,Wang Yuan-zhong,Li Tao. 2016

[15]Geographic Characterization of Leccinum rugosiceps by Ultraviolet and Infrared Spectral Fusion. Yao, Sen,Liu, Hong-Gao,Li, Jie-Qing,Yao, Sen,Wang, Yuan-Zhong,Li, Tao,Wang, Yuan-Zhong. 2017

[16]Characterization of Gentiana rigescens by Ultraviolet-Visible and Infrared Spectroscopies with Chemometrics. Qi, LuMing,Qi, LuMing,Zhang, Ji,Zhao, YanLi,Zuo, ZhiTian,Wang, Yuan-Zhong,Jin, Hang.

[17]Reaction pathway mechanism of thermally induced isomerization of 9,12-linoleic acid triacylglycerol. Guo, Qin,Jiang, Fan,Deng, Zhaoxuan,Li, Qingpeng,Jin, Jing,Ha, Yiming,Wang, Feng.

[18]Study on the Discrimination of Boletus Edulis from Different Years and Origins with FTIR. Yang Tian-wei,Li Jie-qing,Liu Hong-gao,Yang Tian-wei,Wang Yuan-zhong,Li Tao,Zhang Xue. 2016

[19]Discrimination of Boletus Tomentipes from Different Regions Based on Infrared Spectrum Combined with Principal Component Analysis and Cluster Analysis. Yang Tian-wei,Liu Hong-gao,Yang Tian-wei,Zhang Ji,Wang Yuan-zhong,Li Tao. 2016

[20]Long-Term Different Fertilizations Changed the Chemical and Spectrum Characteristics of DOM of the Irrigation-Desert Soil in North-Western China. Chang Dan-na,Cao Wei-dong,Bai Jin-shun,Gao Song-juan,Zeng Nao-hua,Wang Xue-cui,Chang Dan-na,Gao Song-juan,Wang Xue-cui,Cao Wei-dong,Bao Xing-guo,Zhang Jiu-dong,Lu Bing-lin,Katsuyoshi, Shimizu. 2016

作者其他论文 更多>>

微信小程序