Multi-information based on ATR-FTIR and FT-NIR for identification and evaluation for different parts and harvest time of Dendrobium officinale with chemometrics

被引:32
|
作者
Li, Lian [1 ,2 ]
Zhao, YanLi [2 ]
Li, ZhiMin [2 ]
Wang, YuanZhong [2 ]
机构
[1] Yunnan Univ Chinese Med, Coll Tradit Chinese Med, Kunming 650500, Yunnan, Peoples R China
[2] Yunnan Acad Agr Sci, Med Plants Res Inst, Kunming 650200, Yunnan, Peoples R China
关键词
Dendrobium officinale; Spectrum analysis; Two-dimensional correlation spectrum; (2DCOS); Chemometrics; Analysis of dry matter accumulation; Quality evaluation; TRANSFORM INFRARED-SPECTROSCOPY; ANTIOXIDANT ACTIVITY; RAPID-DETERMINATION;
D O I
10.1016/j.microc.2022.107430
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Dendrobium officinale Kimura et Migo, plays an important role in foods, medicinal and health products and its leaves have a high-quality value for raw industrial material. Different parts and harvest time are the main factors causing to differences for its accumulation of active ingredients. This study attempts to evaluate and identify different parts and harvests time of D. officinale multi-platform information combined with chemometrics as a practical strategy. From all the results: (1) Compared with Fourier transform-near infrared spectroscopy (FTNIR), the models of partial least squares discriminant analysis and support vector machine had absolute advantages to discriminate this plant based on ATR-FTIR; (2) The results of exploratory analysis showed that the samples were gathered well according to different categories, and the recognition effect of different parts is better than that of different harvest time; (3) The synchronous two-dimensional correlation spectrum based on ATR-FTIR can well identify different parts; (4) Compared with the original spectral data, all models were superiority based on Savitzky-Golay, which is more suitable to identify for different parts of D. officinale; (5) The investigation resulted that the best harvest time is from November this year to January next year for stems. The characteristics of this method is a fast, nondestructive, and green method with widely applicability that can not only solve the problem of identification and lay the foundation for further research of medicinal and edible homologous plants, but also provides a theoretical basis for the harvesting time and quality evaluation.
引用
收藏
页数:12
相关论文
共 9 条
  • [1] Geographical origin identification of Dendrobium Officinale based on FT-NIR and ATR-FTIR spectroscopy
    Han, Jiaqi
    Hu, Qiang
    Wang, Yuanzhong
    FOOD BIOSCIENCE, 2025, 63
  • [2] Application of ATR-FTIR and FT-NIR spectroscopy coupled with chemometrics for species identification and quality prediction of boletes
    Zheng, Chuanmao
    Li, Jieqing
    Liu, Honggao
    Wang, Yuanzhong
    FOOD CHEMISTRY-X, 2024, 23
  • [3] Characterization of Chemical Information and Content Prediction of Dendrobium officinale Based on ATR-FTIR
    Li, Peiyuan
    Shen, Tao
    Yang, Shaobing
    Zuo, Zhitian
    Wang, Yuanzhong
    Hu, Qiang
    JOURNAL OF CHEMOMETRICS, 2024,
  • [4] A strategy of fast evaluation for the raw material of Tiepi Fengdou using FT-NIR and ATR-FTIR spectroscopy coupled with chemometrics tools
    Li, Lian
    Zhao, YanLi
    Li, ZhiMin
    Wang, YuanZhong
    VIBRATIONAL SPECTROSCOPY, 2022, 123
  • [5] Rapid classification and quantification of marine oil omega-3 supplements using ATR-FTIR, FT-NIR and chemometrics
    Karunathilaka, Sanjeewa R.
    Choi, Sung Hwan
    Mossoba, Magdi M.
    Yakes, Betsy Jean
    Bruckner, Lea
    Ellsworth, Zachary
    Srigley, Cynthia T.
    JOURNAL OF FOOD COMPOSITION AND ANALYSIS, 2019, 77 : 9 - 19
  • [6] The splenic evanescent trauma identification and the injured time estimation in decomposing cadavers based on ATR-FTIR and chemometrics
    Wu, Hao
    Yu, Kai
    Wang, Gongji
    Shen, Chen
    Liang, Xinggong
    Chen, Run
    Wei, Xin
    Hao, Zeyi
    Sun, Qinru
    Zhang, Kai
    Wang, Zhenyuan
    MICROCHEMICAL JOURNAL, 2023, 194
  • [7] Evaluation of FT-NIR and ATR-FTIR Spectroscopy Techniques for Determination of Minor Odd- and Branched-Chain Saturated and trans Unsaturated Milk Fatty Acids
    Stefanov, Ivan
    Baeten, Vincent
    Abbas, Ouissam
    Vlaeminck, Bruno
    De Baets, Bernard
    Fievez, Veerle
    JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2013, 61 (14) : 3403 - 3413
  • [8] Identification of geographical origin and different parts of Wolfiporia cocos from Yunnan in China using PLS-DA and ResNet based on FT-NIR
    Li, Lian
    Zuo, Zhi-Tian
    Wang, Yuan-Zhong
    PHYTOCHEMICAL ANALYSIS, 2022, 33 (05) : 792 - 808
  • [9] Rapid Authentication of Dendrobium Species Using Attenuated Total Reflectance Fourier Transform Infrared (ATR-FTIR) and Fourier Transform Near-Infrared (FT-NIR) Spectroscopies with Orthogonal Partial Least Squares-Discriminant Analysis (OPLS-DA)
    Zhao, Yanli
    Qian, Zhilong
    Li, Xiaoyang
    Yang, Ruining
    Ma, Weisi
    Zhang, Ji
    Li, Zesheng
    Li, Guilin
    Yuan, Tianjun
    Yang, Bin
    ANALYTICAL LETTERS, 2025,