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: Quansheng Chen, Jiewen Zhao, Sumpun Chaitep, Zhiming Guo
Format: Journal
Published: 2018
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http://cmuir.cmu.ac.th/jspui/handle/6653943832/59286
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spelling th-cmuir.6653943832-592862018-09-10T03:15:55Z Simultaneous analysis of main catechins contents in green tea (Camellia sinensis (L.)) by Fourier transform near infrared reflectance (FT-NIR) spectroscopy Quansheng Chen Jiewen Zhao Sumpun Chaitep Zhiming Guo Agricultural and Biological Sciences Chemistry 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. 2018-09-10T03:13:27Z 2018-09-10T03:13:27Z 2009-04-15 Journal 03088146 2-s2.0-55949102258 10.1016/j.foodchem.2008.08.042 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=55949102258&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/59286
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Agricultural and Biological Sciences
Chemistry
spellingShingle Agricultural and Biological Sciences
Chemistry
Quansheng Chen
Jiewen Zhao
Sumpun Chaitep
Zhiming Guo
Simultaneous analysis of main catechins contents in green tea (Camellia sinensis (L.)) by Fourier transform near infrared reflectance (FT-NIR) spectroscopy
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 Journal
author Quansheng Chen
Jiewen Zhao
Sumpun Chaitep
Zhiming Guo
author_facet Quansheng Chen
Jiewen Zhao
Sumpun Chaitep
Zhiming Guo
author_sort Quansheng Chen
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 2018
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=55949102258&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/59286
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