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Exploring the Analytical Complexities in Insect Powder Analysis Using Miniaturized NIR Spectroscopy

Insects have been a food source for humans for millennia, and they are actively consumed in various parts of the world. This paper aims to ascertain the feasibility of portable near-infrared (NIR) spectroscopy as a reliable and fast candidate for the classification of insect powder samples and the p...

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Detalles Bibliográficos
Autores principales: Riu, Jordi, Vega, Alba, Boqué, Ricard, Giussani, Barbara
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9659064/
https://www.ncbi.nlm.nih.gov/pubmed/36360137
http://dx.doi.org/10.3390/foods11213524
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author Riu, Jordi
Vega, Alba
Boqué, Ricard
Giussani, Barbara
author_facet Riu, Jordi
Vega, Alba
Boqué, Ricard
Giussani, Barbara
author_sort Riu, Jordi
collection PubMed
description Insects have been a food source for humans for millennia, and they are actively consumed in various parts of the world. This paper aims to ascertain the feasibility of portable near-infrared (NIR) spectroscopy as a reliable and fast candidate for the classification of insect powder samples and the prediction of their major components. Commercially-available insect powder samples were analyzed using two miniaturized NIR instruments. The samples were analyzed as they are and after grinding, to study the effect of the granulometry on the spectroscopic analyses. A homemade sample holder was designed and optimized for making reliable spectroscopic measurements. Classification was then performed using three classification strategies, and partial least squares (PLS) regression was used to predict the macronutrients. The results obtained confirmed that both spectroscopic sensors were able to classify insect powder samples and predict macronutrients with an adequate detection limit.
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spelling pubmed-96590642022-11-15 Exploring the Analytical Complexities in Insect Powder Analysis Using Miniaturized NIR Spectroscopy Riu, Jordi Vega, Alba Boqué, Ricard Giussani, Barbara Foods Article Insects have been a food source for humans for millennia, and they are actively consumed in various parts of the world. This paper aims to ascertain the feasibility of portable near-infrared (NIR) spectroscopy as a reliable and fast candidate for the classification of insect powder samples and the prediction of their major components. Commercially-available insect powder samples were analyzed using two miniaturized NIR instruments. The samples were analyzed as they are and after grinding, to study the effect of the granulometry on the spectroscopic analyses. A homemade sample holder was designed and optimized for making reliable spectroscopic measurements. Classification was then performed using three classification strategies, and partial least squares (PLS) regression was used to predict the macronutrients. The results obtained confirmed that both spectroscopic sensors were able to classify insect powder samples and predict macronutrients with an adequate detection limit. MDPI 2022-11-05 /pmc/articles/PMC9659064/ /pubmed/36360137 http://dx.doi.org/10.3390/foods11213524 Text en © 2022 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
Riu, Jordi
Vega, Alba
Boqué, Ricard
Giussani, Barbara
Exploring the Analytical Complexities in Insect Powder Analysis Using Miniaturized NIR Spectroscopy
title Exploring the Analytical Complexities in Insect Powder Analysis Using Miniaturized NIR Spectroscopy
title_full Exploring the Analytical Complexities in Insect Powder Analysis Using Miniaturized NIR Spectroscopy
title_fullStr Exploring the Analytical Complexities in Insect Powder Analysis Using Miniaturized NIR Spectroscopy
title_full_unstemmed Exploring the Analytical Complexities in Insect Powder Analysis Using Miniaturized NIR Spectroscopy
title_short Exploring the Analytical Complexities in Insect Powder Analysis Using Miniaturized NIR Spectroscopy
title_sort exploring the analytical complexities in insect powder analysis using miniaturized nir spectroscopy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9659064/
https://www.ncbi.nlm.nih.gov/pubmed/36360137
http://dx.doi.org/10.3390/foods11213524
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