Short Communication: The potential of portable near infrared spectroscopy for assuring quality and authenticity in the food chain, using Iberian hams as an example
This communication assesses the use of a portable near infrared (NIR) instrument to measure quantitative (fatty acid profile) properties and qualitative (‘Premium’ and ‘Non-premium’) categories of individual Iberian pork carcasses at the slaughterhouse. Acorn-fed Iberian pigs have more unsaturated f...
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doaj-9bc499709f1c4ca993f28013b82682a72021-06-06T04:56:38ZengElsevierAnimal1751-73112019-01-01131230183021Short Communication: The potential of portable near infrared spectroscopy for assuring quality and authenticity in the food chain, using Iberian hams as an exampleC. Piotrowski0R. Garcia1A. Garrido-Varo2D. Pérez-Marín3C. Riccioli4T. Fearn5Aunir, The Dovecote, Pury Hill Business Park, Towcester, Northamptonshire NN12 7LS, UKAunir, The Dovecote, Pury Hill Business Park, Towcester, Northamptonshire NN12 7LS, UKFaculty of Agriculture & Forestry Engineering (ETSIAM), Universidad de Cordoba, Campus de Rabanales, Carretera de Madrid km. 396, 14071 Cordoba, SpainFaculty of Agriculture & Forestry Engineering (ETSIAM), Universidad de Cordoba, Campus de Rabanales, Carretera de Madrid km. 396, 14071 Cordoba, SpainFaculty of Agriculture & Forestry Engineering (ETSIAM), Universidad de Cordoba, Campus de Rabanales, Carretera de Madrid km. 396, 14071 Cordoba, SpainDepartment of Statistical Science, University College London, London WC1E 6BT, UKThis communication assesses the use of a portable near infrared (NIR) instrument to measure quantitative (fatty acid profile) properties and qualitative (‘Premium’ and ‘Non-premium’) categories of individual Iberian pork carcasses at the slaughterhouse. Acorn-fed Iberian pigs have more unsaturated fats than pigs fed conventional compound feed. Recent advances in miniaturisation have led to a number of handheld NIR devices being developed, allowing processing decisions to be made earlier, significantly reducing time and costs. The most common methods used for assessing quality and authenticity of Iberian hams are analysis of the fatty acid composition of subcutaneous fat using gas chromatography and DNA analysis. In this study, NIR calibrations for fatty acids and classification as premium or non-premium ham, based on carcass fat measured in situ, were developed using a portable NIR spectrometer. The accuracy of the quantitative equations was evaluated through the standard error of cross validation or standard error of prediction of 0.84 for palmitic acid (C16:0), 0.94 for stearic acid (C18:0), 1.47 for oleic acid (C18:1) and 0.58 for linoleic acid (C18:2). Qualitative calibrations provided acceptable results, with up to 98% of samples (n = 234) correctly classified with probabilities ⩾0.9. Results indicated a portable NIR instrument has the potential to be used to measure quality and authenticity of Iberian pork carcasses.http://www.sciencedirect.com/science/article/pii/S1751731119002003Iberian hamnear infrared spectroscopycounterfeitingslaughterhouseclassification |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
C. Piotrowski R. Garcia A. Garrido-Varo D. Pérez-Marín C. Riccioli T. Fearn |
spellingShingle |
C. Piotrowski R. Garcia A. Garrido-Varo D. Pérez-Marín C. Riccioli T. Fearn Short Communication: The potential of portable near infrared spectroscopy for assuring quality and authenticity in the food chain, using Iberian hams as an example Animal Iberian ham near infrared spectroscopy counterfeiting slaughterhouse classification |
author_facet |
C. Piotrowski R. Garcia A. Garrido-Varo D. Pérez-Marín C. Riccioli T. Fearn |
author_sort |
C. Piotrowski |
title |
Short Communication: The potential of portable near infrared spectroscopy for assuring quality and authenticity in the food chain, using Iberian hams as an example |
title_short |
Short Communication: The potential of portable near infrared spectroscopy for assuring quality and authenticity in the food chain, using Iberian hams as an example |
title_full |
Short Communication: The potential of portable near infrared spectroscopy for assuring quality and authenticity in the food chain, using Iberian hams as an example |
title_fullStr |
Short Communication: The potential of portable near infrared spectroscopy for assuring quality and authenticity in the food chain, using Iberian hams as an example |
title_full_unstemmed |
Short Communication: The potential of portable near infrared spectroscopy for assuring quality and authenticity in the food chain, using Iberian hams as an example |
title_sort |
short communication: the potential of portable near infrared spectroscopy for assuring quality and authenticity in the food chain, using iberian hams as an example |
publisher |
Elsevier |
series |
Animal |
issn |
1751-7311 |
publishDate |
2019-01-01 |
description |
This communication assesses the use of a portable near infrared (NIR) instrument to measure quantitative (fatty acid profile) properties and qualitative (‘Premium’ and ‘Non-premium’) categories of individual Iberian pork carcasses at the slaughterhouse. Acorn-fed Iberian pigs have more unsaturated fats than pigs fed conventional compound feed. Recent advances in miniaturisation have led to a number of handheld NIR devices being developed, allowing processing decisions to be made earlier, significantly reducing time and costs. The most common methods used for assessing quality and authenticity of Iberian hams are analysis of the fatty acid composition of subcutaneous fat using gas chromatography and DNA analysis. In this study, NIR calibrations for fatty acids and classification as premium or non-premium ham, based on carcass fat measured in situ, were developed using a portable NIR spectrometer. The accuracy of the quantitative equations was evaluated through the standard error of cross validation or standard error of prediction of 0.84 for palmitic acid (C16:0), 0.94 for stearic acid (C18:0), 1.47 for oleic acid (C18:1) and 0.58 for linoleic acid (C18:2). Qualitative calibrations provided acceptable results, with up to 98% of samples (n = 234) correctly classified with probabilities ⩾0.9. Results indicated a portable NIR instrument has the potential to be used to measure quality and authenticity of Iberian pork carcasses. |
topic |
Iberian ham near infrared spectroscopy counterfeiting slaughterhouse classification |
url |
http://www.sciencedirect.com/science/article/pii/S1751731119002003 |
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