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The potential of handheld near infrared spectroscopy to detect food adulteration: Results of a global, multi-instrument inter-laboratory study
- Source :
- Food Chemistry, McGrath, T F, Haughey, S A, Islam, M & Elliott, C T 2020, ' The Potential of Handheld Near Infrared Spectroscopy to detect food adulteration: Results of a global, multi-instrument inter-laboratory study ', Food Chemistry, vol. 353, 128718, pp. 128718 . https://doi.org/10.1016/j.foodchem.2020.128718
- Publication Year :
- 2021
- Publisher :
- Elsevier BV, 2021.
-
Abstract
- Fraud in the food supply system will be exacerbated by shortages caused by climate change and COVID-19's impact. The dried herbs market exemplifies complex supply chains attractive to criminals seeking financial gain. Real-time remote testing is achievable through development of globally accessible chemometric models for portable near infrared devices, deployed throughout supply chains. This study describes building of models for detection of oregano adulteration, on portable near infrared devices, and comparison to a laboratory-based Fourier-Transform Infrared spectroscopy method. 33/34 portable devices were able to correctly classify 5 out of 6 samples successfully with all adulterated samples being correctly classified following the use of appropriate transferability pre-processing routines. The devices native setup shows limited ability to perform a true screening of oregano using the setup offered. However modifications to the setup could in the future offer a solution that facilitates fit-for-purpose real time detection of adulterated samples within the supply chain. [Abstract copyright: Copyright © 2020 Elsevier Ltd. All rights reserved.]
- Subjects :
- Coronavirus disease 2019 (COVID-19)
Computer science
Supply chain
Real-time computing
Transferability
Food Contamination
Economic shortage
01 natural sciences
Analytical Chemistry
0404 agricultural biotechnology
Origanum
Food supply
Spectroscopy, Fourier Transform Infrared
SDG 13 - Climate Action
Inter-laboratory
Portable near infrared spectroscopy
Spectroscopy, Near-Infrared
Food adulteration testing
010401 analytical chemistry
Near-infrared spectroscopy
Oregano adulteration
04 agricultural and veterinary sciences
General Medicine
040401 food science
Discriminant analysis
0104 chemical sciences
Global Inter-laboratory study
Laboratories
Mobile device
Chemometric models
Herbs and spices
Food Science
Subjects
Details
- Language :
- English
- ISSN :
- 03088146
- Database :
- OpenAIRE
- Journal :
- Food Chemistry
- Accession number :
- edsair.doi.dedup.....1aa3c86ca9aabb7eed460fa7682f94d1
- Full Text :
- https://doi.org/10.1016/j.foodchem.2020.128718