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Combining Electronic Tongue Array and Chemometrics for Discriminating the Specific Geographical Origins of Green Tea
The feasibility of electronic tongue and multivariate analysis was investigated for discriminating the specific geographical origins of a Chinese green tea with Protected Designation of Origin (PDO). 155 Longjing tea samples from three subareas were collected and analyzed by an electronic tongue arr...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3728527/ https://www.ncbi.nlm.nih.gov/pubmed/23956928 http://dx.doi.org/10.1155/2013/350801 |
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author | Xu, Lu Yan, Si-Min Ye, Zi-Hong Fu, Xian-Shu Yu, Xiao-Ping |
author_facet | Xu, Lu Yan, Si-Min Ye, Zi-Hong Fu, Xian-Shu Yu, Xiao-Ping |
author_sort | Xu, Lu |
collection | PubMed |
description | The feasibility of electronic tongue and multivariate analysis was investigated for discriminating the specific geographical origins of a Chinese green tea with Protected Designation of Origin (PDO). 155 Longjing tea samples from three subareas were collected and analyzed by an electronic tongue array of 7 sensors. To remove the influence of abnormal measurements and samples, robust principal component analysis (ROBPCA) was used to detect outliers in each class. Partial least squares discriminant analysis (PLSDA) was then used to develop a classification model. The prediction sensitivity/specificity of PLSDA was 1.000/1.000, 1.000/0.967, and 0.950/1.000 for longjing from Xihu, Qiantang, and Yuezhou, respectively. Electronic tongue and chemometrics can provide a rapid and reliable tool for discriminating the specific producing areas of Longjing. |
format | Online Article Text |
id | pubmed-3728527 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-37285272013-08-16 Combining Electronic Tongue Array and Chemometrics for Discriminating the Specific Geographical Origins of Green Tea Xu, Lu Yan, Si-Min Ye, Zi-Hong Fu, Xian-Shu Yu, Xiao-Ping J Anal Methods Chem Research Article The feasibility of electronic tongue and multivariate analysis was investigated for discriminating the specific geographical origins of a Chinese green tea with Protected Designation of Origin (PDO). 155 Longjing tea samples from three subareas were collected and analyzed by an electronic tongue array of 7 sensors. To remove the influence of abnormal measurements and samples, robust principal component analysis (ROBPCA) was used to detect outliers in each class. Partial least squares discriminant analysis (PLSDA) was then used to develop a classification model. The prediction sensitivity/specificity of PLSDA was 1.000/1.000, 1.000/0.967, and 0.950/1.000 for longjing from Xihu, Qiantang, and Yuezhou, respectively. Electronic tongue and chemometrics can provide a rapid and reliable tool for discriminating the specific producing areas of Longjing. Hindawi Publishing Corporation 2013 2013-07-15 /pmc/articles/PMC3728527/ /pubmed/23956928 http://dx.doi.org/10.1155/2013/350801 Text en Copyright © 2013 Lu Xu et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Xu, Lu Yan, Si-Min Ye, Zi-Hong Fu, Xian-Shu Yu, Xiao-Ping Combining Electronic Tongue Array and Chemometrics for Discriminating the Specific Geographical Origins of Green Tea |
title | Combining Electronic Tongue Array and Chemometrics for Discriminating the Specific Geographical Origins of Green Tea |
title_full | Combining Electronic Tongue Array and Chemometrics for Discriminating the Specific Geographical Origins of Green Tea |
title_fullStr | Combining Electronic Tongue Array and Chemometrics for Discriminating the Specific Geographical Origins of Green Tea |
title_full_unstemmed | Combining Electronic Tongue Array and Chemometrics for Discriminating the Specific Geographical Origins of Green Tea |
title_short | Combining Electronic Tongue Array and Chemometrics for Discriminating the Specific Geographical Origins of Green Tea |
title_sort | combining electronic tongue array and chemometrics for discriminating the specific geographical origins of green tea |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3728527/ https://www.ncbi.nlm.nih.gov/pubmed/23956928 http://dx.doi.org/10.1155/2013/350801 |
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