Literature DB >> 26304362

Using UV-Vis spectroscopy for simultaneous geographical and varietal classification of tea infusions simulating a home-made tea cup.

Paulo Henrique Gonçalves Dias Diniz1, Mayara Ferreira Barbosa2, Karla Danielle Tavares de Melo Milanez2, Marcelo Fabián Pistonesi3, Mário César Ugulino de Araújo4.   

Abstract

In this work we proposed a method to verify the differentiating characteristics of simple tea infusions prepared in boiling water alone (simulating a home-made tea cup), which represents the final product as ingested by the consumers. For this purpose we used UV-Vis spectroscopy and variable selection through the Successive Projections Algorithm associated with Linear Discriminant Analysis (SPA-LDA) for simultaneous classification of the teas according to their variety and geographic origin. For comparison, KNN, CART, SIMCA, PLS-DA and PCA-LDA were also used. SPA-LDA and PCA-LDA provided significantly better results for tea classification of the five studied classes (Argentinean green tea; Brazilian green tea; Argentinean black tea; Brazilian black tea; and Sri Lankan black tea). The proposed methodology provides a simpler, faster and more affordable classification of simple tea infusions, and can be used as an alternative approach to traditional tea quality evaluation as made by skilful tasters, which is evidently partial and cannot assess geographic origins.
Copyright © 2015 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Classification; Geographical origin; Successive Projections Algorithm; Tea; UV–Vis spectroscopy; Variety

Mesh:

Substances:

Year:  2015        PMID: 26304362     DOI: 10.1016/j.foodchem.2015.07.022

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


  5 in total

1.  High-Throughput Flow Injection Analysis-Mass Spectrometry (FIA-MS) Fingerprinting for the Authentication of Tea Application to the Detection of Teas Adulterated with Chicory.

Authors:  Mònica Vilà; Àlex Bedmar; Javier Saurina; Oscar Núñez; Sònia Sentellas
Journal:  Foods       Date:  2022-07-20

2.  Starch-Based Hydrogel Nanoparticles Loaded with Polyphenolic Compounds of Moringa Oleifera Leaf Extract Have Hepatoprotective Activity in Bisphenol A-Induced Animal Models.

Authors:  Hend Mohamed Hasanin Abou El-Naga; Samah A El-Hashash; Ensaf Mokhtar Yasen; Stefano Leporatti; Nemany A N Hanafy
Journal:  Polymers (Basel)       Date:  2022-07-13       Impact factor: 4.967

3.  NIR Spectrometric Approach for Geographical Origin Identification and Taste Related Compounds Content Prediction of Lushan Yunwu Tea.

Authors:  Xiaoli Yan; Yujie Xie; Jianhua Chen; Tongji Yuan; Tuo Leng; Yi Chen; Jianhua Xie; Qiang Yu
Journal:  Foods       Date:  2022-09-23

4.  Discrimination of Adulterated Ginkgo Biloba Products Based on 2T2D Correlation Spectroscopy in UV-Vis Range.

Authors:  Agata Walkowiak; Kacper Wnuk; Michał Cyrankiewicz; Bogumiła Kupcewicz
Journal:  Molecules       Date:  2022-01-10       Impact factor: 4.411

5.  Tea and Chicory Extract Characterization, Classification and Authentication by Non-Targeted HPLC-UV-FLD Fingerprinting and Chemometrics.

Authors:  Josep Pons; Àlex Bedmar; Nerea Núñez; Javier Saurina; Oscar Núñez
Journal:  Foods       Date:  2021-11-28
  5 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.