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Geographical Differentiation of Hom Mali Rice Cultivated in Different Regions of Thailand Using FTIR-ATR and NIR Spectroscopy

Although Hom Mali rice is considered the highest quality rice in Thailand, it is susceptible to adulteration and substitution. There is a need for rapid, low-cost and efficient analytical techniques for monitoring the authenticity and geographical origin of Thai Hom Mali rice. In this study, two inf...

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Autores principales: Srinuttrakul, Wannee, Mihailova, Alina, Islam, Marivil D., Liebisch, Beatrix, Maxwell, Florence, Kelly, Simon D., Cannavan, Andrew
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8392001/
https://www.ncbi.nlm.nih.gov/pubmed/34441727
http://dx.doi.org/10.3390/foods10081951
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author Srinuttrakul, Wannee
Mihailova, Alina
Islam, Marivil D.
Liebisch, Beatrix
Maxwell, Florence
Kelly, Simon D.
Cannavan, Andrew
author_facet Srinuttrakul, Wannee
Mihailova, Alina
Islam, Marivil D.
Liebisch, Beatrix
Maxwell, Florence
Kelly, Simon D.
Cannavan, Andrew
author_sort Srinuttrakul, Wannee
collection PubMed
description Although Hom Mali rice is considered the highest quality rice in Thailand, it is susceptible to adulteration and substitution. There is a need for rapid, low-cost and efficient analytical techniques for monitoring the authenticity and geographical origin of Thai Hom Mali rice. In this study, two infrared spectroscopy techniques, Fourier-transform infrared spectroscopy with attenuated total reflection (FTIR-ATR) and near-infrared (NIR) spectroscopy, were applied and compared for the differentiation of Thai Hom Mali rice from two geographical regions over two production years. The Orthogonal Projections to Latent Structures Discriminant Analysis (OPLS-DA) model, built using spectral data from the benchtop FTIR-ATR, achieved 96.97% and 100% correct classification of the test dataset for each of the production years, respectively. The OPLS-DA model, built using spectral data from the portable handheld NIR, achieved 84.85% and 86.96% correct classification of the test dataset for each of the production years, respectively. Direct NIR analysis of the polished rice grains (i.e., no sample preparation) was determined as reliable for analysis of ground rice samples. FTIR-ATR and NIR spectroscopic analysis both have significant potential as screening tools for the rapid detection of fraud issues related to the geographical origin of Thai Hom Mali rice.
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spelling pubmed-83920012021-08-28 Geographical Differentiation of Hom Mali Rice Cultivated in Different Regions of Thailand Using FTIR-ATR and NIR Spectroscopy Srinuttrakul, Wannee Mihailova, Alina Islam, Marivil D. Liebisch, Beatrix Maxwell, Florence Kelly, Simon D. Cannavan, Andrew Foods Article Although Hom Mali rice is considered the highest quality rice in Thailand, it is susceptible to adulteration and substitution. There is a need for rapid, low-cost and efficient analytical techniques for monitoring the authenticity and geographical origin of Thai Hom Mali rice. In this study, two infrared spectroscopy techniques, Fourier-transform infrared spectroscopy with attenuated total reflection (FTIR-ATR) and near-infrared (NIR) spectroscopy, were applied and compared for the differentiation of Thai Hom Mali rice from two geographical regions over two production years. The Orthogonal Projections to Latent Structures Discriminant Analysis (OPLS-DA) model, built using spectral data from the benchtop FTIR-ATR, achieved 96.97% and 100% correct classification of the test dataset for each of the production years, respectively. The OPLS-DA model, built using spectral data from the portable handheld NIR, achieved 84.85% and 86.96% correct classification of the test dataset for each of the production years, respectively. Direct NIR analysis of the polished rice grains (i.e., no sample preparation) was determined as reliable for analysis of ground rice samples. FTIR-ATR and NIR spectroscopic analysis both have significant potential as screening tools for the rapid detection of fraud issues related to the geographical origin of Thai Hom Mali rice. MDPI 2021-08-22 /pmc/articles/PMC8392001/ /pubmed/34441727 http://dx.doi.org/10.3390/foods10081951 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Srinuttrakul, Wannee
Mihailova, Alina
Islam, Marivil D.
Liebisch, Beatrix
Maxwell, Florence
Kelly, Simon D.
Cannavan, Andrew
Geographical Differentiation of Hom Mali Rice Cultivated in Different Regions of Thailand Using FTIR-ATR and NIR Spectroscopy
title Geographical Differentiation of Hom Mali Rice Cultivated in Different Regions of Thailand Using FTIR-ATR and NIR Spectroscopy
title_full Geographical Differentiation of Hom Mali Rice Cultivated in Different Regions of Thailand Using FTIR-ATR and NIR Spectroscopy
title_fullStr Geographical Differentiation of Hom Mali Rice Cultivated in Different Regions of Thailand Using FTIR-ATR and NIR Spectroscopy
title_full_unstemmed Geographical Differentiation of Hom Mali Rice Cultivated in Different Regions of Thailand Using FTIR-ATR and NIR Spectroscopy
title_short Geographical Differentiation of Hom Mali Rice Cultivated in Different Regions of Thailand Using FTIR-ATR and NIR Spectroscopy
title_sort geographical differentiation of hom mali rice cultivated in different regions of thailand using ftir-atr and nir spectroscopy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8392001/
https://www.ncbi.nlm.nih.gov/pubmed/34441727
http://dx.doi.org/10.3390/foods10081951
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