Rapid Discrimination of the Geographical Origins of an Oolong Tea (Anxi-Tieguanyin) by Near-Infrared Spectroscopy and Partial Least Squares Discriminant Analysis
Joint Authors
Yu, Xiao-Ping
Yun, Zhen-Yu
Fu, Xian-Shu
Liu, Jun-Ping
Xu, Lu
Cui, Hai-Feng
Ye, Zi-Hong
Yan, Si-Min
Source
Journal of Analytical Methods in Chemistry
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-06-25
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Abstract EN
This paper focuses on a rapid and nondestructive way to discriminate the geographical origin of Anxi-Tieguanyin tea by near-infrared (NIR) spectroscopy and chemometrics.
450 representative samples were collected from Anxi County, the original producing area of Tieguanyin tea, and another 120 Tieguanyin samples with similar appearance were collected from unprotected producing areas in China.
All these samples were measured by NIR.
The Stahel-Donoho estimates (SDE) outlyingness diagnosis was used to remove the outliers.
Partial least squares discriminant analysis (PLSDA) was performed to develop a classification model and predict the authenticity of unknown objects.
To improve the sensitivity and specificity of classification, the raw data was preprocessed to reduce unwanted spectral variations by standard normal variate (SNV) transformation, taking second-order derivatives (D2) spectra, and smoothing.
As the best model, the sensitivity and specificity reached 0.931 and 1.000 with SNV spectra.
Combination of NIR spectrometry and statistical model selection can provide an effective and rapid method to discriminate the geographical producing area of Anxi-Tieguanyin.
American Psychological Association (APA)
Yan, Si-Min& Liu, Jun-Ping& Xu, Lu& Fu, Xian-Shu& Cui, Hai-Feng& Yun, Zhen-Yu…[et al.]. 2014. Rapid Discrimination of the Geographical Origins of an Oolong Tea (Anxi-Tieguanyin) by Near-Infrared Spectroscopy and Partial Least Squares Discriminant Analysis. Journal of Analytical Methods in Chemistry،Vol. 2014, no. 2014, pp.1-6.
https://search.emarefa.net/detail/BIM-491968
Modern Language Association (MLA)
Yan, Si-Min…[et al.]. Rapid Discrimination of the Geographical Origins of an Oolong Tea (Anxi-Tieguanyin) by Near-Infrared Spectroscopy and Partial Least Squares Discriminant Analysis. Journal of Analytical Methods in Chemistry No. 2014 (2014), pp.1-6.
https://search.emarefa.net/detail/BIM-491968
American Medical Association (AMA)
Yan, Si-Min& Liu, Jun-Ping& Xu, Lu& Fu, Xian-Shu& Cui, Hai-Feng& Yun, Zhen-Yu…[et al.]. Rapid Discrimination of the Geographical Origins of an Oolong Tea (Anxi-Tieguanyin) by Near-Infrared Spectroscopy and Partial Least Squares Discriminant Analysis. Journal of Analytical Methods in Chemistry. 2014. Vol. 2014, no. 2014, pp.1-6.
https://search.emarefa.net/detail/BIM-491968
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-491968