Literature DB >> 25624215

Non-destructive determination of total polyphenols content and classification of storage periods of Iron Buddha tea using multispectral imaging system.

Chuanwu Xiong1, Changhong Liu1, Wenjuan Pan1, Fei Ma1, Can Xiong1, Li Qi2, Feng Chen3, Xuzhong Lu4, Jianbo Yang5, Lei Zheng6.   

Abstract

Total polyphenols is a primary quality indicator in tea which is consumed worldwide. The feasibility of using near infrared reflectance (NIR) spectroscopy (800-2500nm) and multispectral imaging (MSI) system (405-970nm) for prediction of total polyphenols contents (TPC) of Iron Buddha tea was investigated in this study. The results revealed that the predictive model by MSI using partial least squares (PLS) analysis for tea leaves was considered to be the best in non-destructive and rapid determination of TPC. Besides, the ability of MSI to classify tea leaves based on storage period (year of 2004, 2007, 2011, 2012 and 2013) was tested and the classification accuracies of 95.0% and 97.5% were achieved using LS-SVM and BPNN models, respectively. These overall results suggested that MSI together with suitable analysis model is a promising technology for rapid and non-destructive determination of TPC and classification of storage periods in tea leaves.
Copyright © 2014 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Chemometrics; Iron Buddha tea; Multispectral imaging; Near infrared reflectance spectroscopy; Non-destructive determination; Total polyphenols

Mesh:

Substances:

Year:  2014        PMID: 25624215     DOI: 10.1016/j.foodchem.2014.12.057

Source DB:  PubMed          Journal:  Food Chem        ISSN: 0308-8146            Impact factor:   7.514


  10 in total

Review 1.  Recent Advances in Analytical Methods for Determination of Polyphenols in Tea: A Comprehensive Review.

Authors:  Mu-Fang Sun; Chang-Ling Jiang; Ya-Shuai Kong; Jin-Lei Luo; Peng Yin; Gui-Yi Guo
Journal:  Foods       Date:  2022-05-13

2.  Optical Determination of Lead Chrome Green in Green Tea by Fourier Transform Infrared (FT-IR) Transmission Spectroscopy.

Authors:  Xiaoli Li; Kaiwen Xu; Yuying Zhang; Chanjun Sun; Yong He
Journal:  PLoS One       Date:  2017-01-09       Impact factor: 3.240

Review 3.  Comparison of Chemometric Problems in Food Analysis Using Non-Linear Methods.

Authors:  Werickson Fortunato de Carvalho Rocha; Charles Bezerra do Prado; Niksa Blonder
Journal:  Molecules       Date:  2020-07-02       Impact factor: 4.411

4.  Differentiation and comparison of Wolfiporia cocos raw materials based on multi-spectral information fusion and chemometric methods.

Authors:  Yan Li; Yuanzhong Wang
Journal:  Sci Rep       Date:  2018-08-29       Impact factor: 4.379

5.  Tracing Geographical Origins of Teas Based on FT-NIR Spectroscopy: Introduction of Model Updating and Imbalanced Data Handling Approaches.

Authors:  Xue-Zhen Hong; Xian-Shu Fu; Zheng-Liang Wang; Li Zhang; Xiao-Ping Yu; Zi-Hong Ye
Journal:  J Anal Methods Chem       Date:  2019-01-03       Impact factor: 2.193

6.  Nondestructive monitoring of polyphenols and caffeine during green tea processing using Vis-NIR spectroscopy.

Authors:  Alireza Sanaeifar; Xinyao Huang; Mengyuan Chen; Zhangfeng Zhao; Yifan Ji; Xiaoli Li; Yong He; Yi Zhu; Xi Chen; Xinxin Yu
Journal:  Food Sci Nutr       Date:  2020-09-15       Impact factor: 2.863

7.  Rapid monitoring of flavonoid content in sweet tea (Lithocarpus litseifolius (Hance) Chun) leaves using NIR spectroscopy.

Authors:  Zhaoxia Tian; Zifeng Tan; Yanjie Li; Zhiling Yang
Journal:  Plant Methods       Date:  2022-04-02       Impact factor: 4.993

8.  Effect of Wheat Crop Nitrogen Fertilization Schedule on the Phenolic Content and Antioxidant Activity of Sprouts and Wheatgrass Obtained from Offspring Grains.

Authors:  Beatrice Falcinelli; Angelica Galieni; Giacomo Tosti; Fabio Stagnari; Flaviano Trasmundi; Eleonora Oliva; Annalisa Scroccarello; Manuel Sergi; Michele Del Carlo; Paolo Benincasa
Journal:  Plants (Basel)       Date:  2022-08-04

9.  Antioxidant Activity of Blueberry (Vaccinium spp.) Cultivar Leaves: Differences Across the Vegetative Stage and the Application of Near Infrared Spectroscopy.

Authors:  Ricardo N M J Páscoa; Maria João Gomes; Clara Sousa
Journal:  Molecules       Date:  2019-10-29       Impact factor: 4.411

Review 10.  Non-Invasive Methods for Predicting the Quality of Processed Horticultural Food Products, with Emphasis on Dried Powders, Juices and Oils: A Review.

Authors:  Emmanuel Ekene Okere; Ebrahiema Arendse; Helene Nieuwoudt; Olaniyi Amos Fawole; Willem Jacobus Perold; Umezuruike Linus Opara
Journal:  Foods       Date:  2021-12-09
  10 in total

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