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Comparison of Attenuated Total Reflectance Mid-Infrared, Near Infrared, and (1)H-Nuclear Magnetic Resonance Spectroscopies for the Determination of Coffee's Geographical Origin
The sensorial properties of Colombian coffee are renowned worldwide, which is reflected in its market value. This raises the threat of fraud by adulteration using coffee grains from other countries, thus creating a demand for robust and cost-effective methods for the determination of geographical or...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5672123/ https://www.ncbi.nlm.nih.gov/pubmed/29201055 http://dx.doi.org/10.1155/2017/7210463 |
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author | Medina, Jessica Caro Rodríguez, Diana Arana, Victoria A. Bernal, Andrés Esseiva, Pierre Wist, Julien |
author_facet | Medina, Jessica Caro Rodríguez, Diana Arana, Victoria A. Bernal, Andrés Esseiva, Pierre Wist, Julien |
author_sort | Medina, Jessica |
collection | PubMed |
description | The sensorial properties of Colombian coffee are renowned worldwide, which is reflected in its market value. This raises the threat of fraud by adulteration using coffee grains from other countries, thus creating a demand for robust and cost-effective methods for the determination of geographical origin of coffee samples. Spectroscopic techniques such as Nuclear Magnetic Resonance (NMR), near infrared (NIR), and mid-infrared (mIR) have arisen as strong candidates for the task. Although a body of work exists that reports on their individual performances, a faithful comparison has not been established yet. We evaluated the performance of (1)H-NMR, Attenuated Total Reflectance mIR (ATR-mIR), and NIR applied to fraud detection in Colombian coffee. For each technique, we built classification models for discrimination by species (C. arabica versus C. canephora (or robusta)) and by origin (Colombia versus other C. arabica) using a common set of coffee samples. All techniques successfully discriminated samples by species, as expected. Regarding origin determination, ATR-mIR and (1)H-NMR showed comparable capacity to discriminate Colombian coffee samples, while NIR fell short by comparison. In conclusion, ATR-mIR, a less common technique in the field of coffee adulteration and fraud detection, emerges as a strong candidate, faster and with lower cost compared to (1)H-NMR and more discriminating compared to NIR. |
format | Online Article Text |
id | pubmed-5672123 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-56721232017-12-03 Comparison of Attenuated Total Reflectance Mid-Infrared, Near Infrared, and (1)H-Nuclear Magnetic Resonance Spectroscopies for the Determination of Coffee's Geographical Origin Medina, Jessica Caro Rodríguez, Diana Arana, Victoria A. Bernal, Andrés Esseiva, Pierre Wist, Julien Int J Anal Chem Research Article The sensorial properties of Colombian coffee are renowned worldwide, which is reflected in its market value. This raises the threat of fraud by adulteration using coffee grains from other countries, thus creating a demand for robust and cost-effective methods for the determination of geographical origin of coffee samples. Spectroscopic techniques such as Nuclear Magnetic Resonance (NMR), near infrared (NIR), and mid-infrared (mIR) have arisen as strong candidates for the task. Although a body of work exists that reports on their individual performances, a faithful comparison has not been established yet. We evaluated the performance of (1)H-NMR, Attenuated Total Reflectance mIR (ATR-mIR), and NIR applied to fraud detection in Colombian coffee. For each technique, we built classification models for discrimination by species (C. arabica versus C. canephora (or robusta)) and by origin (Colombia versus other C. arabica) using a common set of coffee samples. All techniques successfully discriminated samples by species, as expected. Regarding origin determination, ATR-mIR and (1)H-NMR showed comparable capacity to discriminate Colombian coffee samples, while NIR fell short by comparison. In conclusion, ATR-mIR, a less common technique in the field of coffee adulteration and fraud detection, emerges as a strong candidate, faster and with lower cost compared to (1)H-NMR and more discriminating compared to NIR. Hindawi 2017 2017-11-01 /pmc/articles/PMC5672123/ /pubmed/29201055 http://dx.doi.org/10.1155/2017/7210463 Text en Copyright © 2017 Jessica Medina et al. https://creativecommons.org/licenses/by/4.0/ 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 Medina, Jessica Caro Rodríguez, Diana Arana, Victoria A. Bernal, Andrés Esseiva, Pierre Wist, Julien Comparison of Attenuated Total Reflectance Mid-Infrared, Near Infrared, and (1)H-Nuclear Magnetic Resonance Spectroscopies for the Determination of Coffee's Geographical Origin |
title | Comparison of Attenuated Total Reflectance Mid-Infrared, Near Infrared, and (1)H-Nuclear Magnetic Resonance Spectroscopies for the Determination of Coffee's Geographical Origin |
title_full | Comparison of Attenuated Total Reflectance Mid-Infrared, Near Infrared, and (1)H-Nuclear Magnetic Resonance Spectroscopies for the Determination of Coffee's Geographical Origin |
title_fullStr | Comparison of Attenuated Total Reflectance Mid-Infrared, Near Infrared, and (1)H-Nuclear Magnetic Resonance Spectroscopies for the Determination of Coffee's Geographical Origin |
title_full_unstemmed | Comparison of Attenuated Total Reflectance Mid-Infrared, Near Infrared, and (1)H-Nuclear Magnetic Resonance Spectroscopies for the Determination of Coffee's Geographical Origin |
title_short | Comparison of Attenuated Total Reflectance Mid-Infrared, Near Infrared, and (1)H-Nuclear Magnetic Resonance Spectroscopies for the Determination of Coffee's Geographical Origin |
title_sort | comparison of attenuated total reflectance mid-infrared, near infrared, and (1)h-nuclear magnetic resonance spectroscopies for the determination of coffee's geographical origin |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5672123/ https://www.ncbi.nlm.nih.gov/pubmed/29201055 http://dx.doi.org/10.1155/2017/7210463 |
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