Simultaneous analysis of main catechins contents in green tea (Camellia sinensis (L.)) by Fourier transform near infrared reflectance (FT-NIR) spectroscopy

This paper reported the results of simultaneous analysis of main catechins (i.e., EGC, EC, EGCG and ECG) contents in green tea by the Fourier transform near infrared reflectance (FT-NIR) spectroscopy and the multivariate calibration. Partial least squares (PLS) algorithm was conducted on the calibra...

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Main Authors: Chen Q., Zhao J., Chaitep S., Guo Z.
Format: Article
Language:English
Published: 2014
Online Access:http://www.scopus.com/inward/record.url?eid=2-s2.0-55949102258&partnerID=40&md5=7da7631a12ab0ee1064ed4934e13d6c8
http://cmuir.cmu.ac.th/handle/6653943832/1449
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Institution: Chiang Mai University
Language: English
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spelling th-cmuir.6653943832-14492014-08-29T09:29:19Z Simultaneous analysis of main catechins contents in green tea (Camellia sinensis (L.)) by Fourier transform near infrared reflectance (FT-NIR) spectroscopy Chen Q. Zhao J. Chaitep S. Guo Z. This paper reported the results of simultaneous analysis of main catechins (i.e., EGC, EC, EGCG and ECG) contents in green tea by the Fourier transform near infrared reflectance (FT-NIR) spectroscopy and the multivariate calibration. Partial least squares (PLS) algorithm was conducted on the calibration of regression model. The number of PLS factors and the spectral preprocessing methods were optimised simultaneously by cross-validation in the model calibration. The performance of the final model was evaluated according to root mean square error of cross-validation (RMSECV), root mean square error of prediction (RMSEP) and correlation coefficient (R). The correlations coefficients (R) in the prediction set were achieved as follows: R = 0.9852 for EGC model, R = 0.9596 for EC model, R = 0.9760 for EGCG model and R = 0.9763 for ECG model. This work demonstrated that NIR spectroscopy with PLS algorithm could be used to analyse main catechins contents in green tea. © 2008 Elsevier Ltd. All rights reserved. 2014-08-29T09:29:19Z 2014-08-29T09:29:19Z 2009 Article 03088146 10.1016/j.foodchem.2008.08.042 FOCHD http://www.scopus.com/inward/record.url?eid=2-s2.0-55949102258&partnerID=40&md5=7da7631a12ab0ee1064ed4934e13d6c8 http://cmuir.cmu.ac.th/handle/6653943832/1449 English
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
language English
description This paper reported the results of simultaneous analysis of main catechins (i.e., EGC, EC, EGCG and ECG) contents in green tea by the Fourier transform near infrared reflectance (FT-NIR) spectroscopy and the multivariate calibration. Partial least squares (PLS) algorithm was conducted on the calibration of regression model. The number of PLS factors and the spectral preprocessing methods were optimised simultaneously by cross-validation in the model calibration. The performance of the final model was evaluated according to root mean square error of cross-validation (RMSECV), root mean square error of prediction (RMSEP) and correlation coefficient (R). The correlations coefficients (R) in the prediction set were achieved as follows: R = 0.9852 for EGC model, R = 0.9596 for EC model, R = 0.9760 for EGCG model and R = 0.9763 for ECG model. This work demonstrated that NIR spectroscopy with PLS algorithm could be used to analyse main catechins contents in green tea. © 2008 Elsevier Ltd. All rights reserved.
format Article
author Chen Q.
Zhao J.
Chaitep S.
Guo Z.
spellingShingle Chen Q.
Zhao J.
Chaitep S.
Guo Z.
Simultaneous analysis of main catechins contents in green tea (Camellia sinensis (L.)) by Fourier transform near infrared reflectance (FT-NIR) spectroscopy
author_facet Chen Q.
Zhao J.
Chaitep S.
Guo Z.
author_sort Chen Q.
title Simultaneous analysis of main catechins contents in green tea (Camellia sinensis (L.)) by Fourier transform near infrared reflectance (FT-NIR) spectroscopy
title_short Simultaneous analysis of main catechins contents in green tea (Camellia sinensis (L.)) by Fourier transform near infrared reflectance (FT-NIR) spectroscopy
title_full Simultaneous analysis of main catechins contents in green tea (Camellia sinensis (L.)) by Fourier transform near infrared reflectance (FT-NIR) spectroscopy
title_fullStr Simultaneous analysis of main catechins contents in green tea (Camellia sinensis (L.)) by Fourier transform near infrared reflectance (FT-NIR) spectroscopy
title_full_unstemmed Simultaneous analysis of main catechins contents in green tea (Camellia sinensis (L.)) by Fourier transform near infrared reflectance (FT-NIR) spectroscopy
title_sort simultaneous analysis of main catechins contents in green tea (camellia sinensis (l.)) by fourier transform near infrared reflectance (ft-nir) spectroscopy
publishDate 2014
url http://www.scopus.com/inward/record.url?eid=2-s2.0-55949102258&partnerID=40&md5=7da7631a12ab0ee1064ed4934e13d6c8
http://cmuir.cmu.ac.th/handle/6653943832/1449
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