Literature DB >> 32535491

Quality assessment of instant green tea using portable NIR spectrometer.

Yemei Sun1, Yujie Wang1, Jing Huang1, Guangxin Ren1, Jingming Ning1, Weiwei Deng1, Luqing Li2, Zhengzhu Zhang3.   

Abstract

Caffeine and catechin are two main components of instant green tea, and are essential components of tea quality. This paper mainly focuses on the feasibility of rapidly determining instant green tea components by using a portable near infrared (NIR) spectrometer. The two main components (caffeine and catechin) were studied. In addition, the instrument performance levels of portable and benchtop NIR spectrometers were studied and compared. Quantitative models developed using portable and benchtop spectrometers for measuring caffeine, total catechins, and four individual catechins were established and compared. After preprocessing using standard normal variate (SNV), the Rp values of the caffeine, total catechins, (-)-epigallocatechin, (-)-epigallocatechin 3-gallate, (-)-epicatechin, and (-)-epicatechin gallate in the partial least squares models for a portable NIR spectrometer were 0.974, 0.962, 0.669, 0.945, 0.942 and 0.905, respectively. For a benchtop NIR spectrometer, Rp values were 0.993, 0.958, 0.883, 0.955, 0.966 and 0.936, respectively. Passing-Bablok regression method results indicated no significant differences between the two instruments. A genetic algorithm (GA) and the successive projections algorithm (SPA) were used to screen the wavelength of the NIR spectrum and establish the model. The GA obtained more robust modeling results. This study concludes that the developed portable spectroscopy system combined with appropriate variable selection methods can be effectively used for rapid determination of caffeine, total catechins, and four individual catechins in instant green tea.
Copyright © 2020 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Caffeine; Catechin; Instant green tea; Portable NIR spectrometer

Mesh:

Substances:

Year:  2020        PMID: 32535491     DOI: 10.1016/j.saa.2020.118576

Source DB:  PubMed          Journal:  Spectrochim Acta A Mol Biomol Spectrosc        ISSN: 1386-1425            Impact factor:   4.098


  4 in total

Review 1.  Electronic Sensor Technologies in Monitoring Quality of Tea: A Review.

Authors:  Seyed Mohammad Taghi Gharibzahedi; Francisco J Barba; Jianjun Zhou; Min Wang; Zeynep Altintas
Journal:  Biosensors (Basel)       Date:  2022-05-20

2.  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

3.  Near-infrared spectroscopy and machine learning-based technique to predict quality-related parameters in instant tea.

Authors:  Xiaoli Bai; Lei Zhang; Chaoyan Kang; Bingyan Quan; Yu Zheng; Xianglong Zhang; Jia Song; Ting Xia; Min Wang
Journal:  Sci Rep       Date:  2022-03-09       Impact factor: 4.379

Review 4.  Historical Evolution and Food Control Achievements of Near Infrared Spectroscopy, Electronic Nose, and Electronic Tongue-Critical Overview.

Authors:  Balkis Aouadi; John-Lewis Zinia Zaukuu; Flora Vitális; Zsanett Bodor; Orsolya Fehér; Zoltan Gillay; George Bazar; Zoltan Kovacs
Journal:  Sensors (Basel)       Date:  2020-09-24       Impact factor: 3.576

  4 in total

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