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Novel Application of NIR Spectroscopy for Non-Destructive Determination of ‘Maraština’ Wine Parameters

This study investigates the colour and standard chemical composition of must and wines produced from the grapes from Vitis vinifera L., ‘Maraština’, harvested from 10 vineyards located in two different viticultural subregions of the Adriatic region of Croatia: Northern Dalmatia and Central and South...

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Autores principales: Kljusurić, Jasenka Gajdoš, Boban, Ana, Mucalo, Ana, Budić-Leto, Irena
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9025932/
https://www.ncbi.nlm.nih.gov/pubmed/35454759
http://dx.doi.org/10.3390/foods11081172
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author Kljusurić, Jasenka Gajdoš
Boban, Ana
Mucalo, Ana
Budić-Leto, Irena
author_facet Kljusurić, Jasenka Gajdoš
Boban, Ana
Mucalo, Ana
Budić-Leto, Irena
author_sort Kljusurić, Jasenka Gajdoš
collection PubMed
description This study investigates the colour and standard chemical composition of must and wines produced from the grapes from Vitis vinifera L., ‘Maraština’, harvested from 10 vineyards located in two different viticultural subregions of the Adriatic region of Croatia: Northern Dalmatia and Central and Southern Dalmatia. The aim was to explore the use of NIR spectroscopy combined with chemometrics to determine the characteristics of Maraština wines and to develop calibration models relating NIR spectra and physicochemical/colour data. Differences in the colour parameters (L*, a*, hue) of wines related to the subregions were confirmed. Colour difference (ΔE) of must vs. wine significantly differed for the samples from the Maraština grapes grown in both subregions. Principal component regression was used to construct the calibration models based on NIR spectra and standard physicochemical and colour data showing high prediction ability of the 13 studied parameters of must and/or wine (average R(2) of 0.98 and RPD value of 6.8). Principal component analysis revealed qualitative differences of must and wines produced from the same grape variety but grown in different subregions.
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spelling pubmed-90259322022-04-23 Novel Application of NIR Spectroscopy for Non-Destructive Determination of ‘Maraština’ Wine Parameters Kljusurić, Jasenka Gajdoš Boban, Ana Mucalo, Ana Budić-Leto, Irena Foods Article This study investigates the colour and standard chemical composition of must and wines produced from the grapes from Vitis vinifera L., ‘Maraština’, harvested from 10 vineyards located in two different viticultural subregions of the Adriatic region of Croatia: Northern Dalmatia and Central and Southern Dalmatia. The aim was to explore the use of NIR spectroscopy combined with chemometrics to determine the characteristics of Maraština wines and to develop calibration models relating NIR spectra and physicochemical/colour data. Differences in the colour parameters (L*, a*, hue) of wines related to the subregions were confirmed. Colour difference (ΔE) of must vs. wine significantly differed for the samples from the Maraština grapes grown in both subregions. Principal component regression was used to construct the calibration models based on NIR spectra and standard physicochemical and colour data showing high prediction ability of the 13 studied parameters of must and/or wine (average R(2) of 0.98 and RPD value of 6.8). Principal component analysis revealed qualitative differences of must and wines produced from the same grape variety but grown in different subregions. MDPI 2022-04-18 /pmc/articles/PMC9025932/ /pubmed/35454759 http://dx.doi.org/10.3390/foods11081172 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
Kljusurić, Jasenka Gajdoš
Boban, Ana
Mucalo, Ana
Budić-Leto, Irena
Novel Application of NIR Spectroscopy for Non-Destructive Determination of ‘Maraština’ Wine Parameters
title Novel Application of NIR Spectroscopy for Non-Destructive Determination of ‘Maraština’ Wine Parameters
title_full Novel Application of NIR Spectroscopy for Non-Destructive Determination of ‘Maraština’ Wine Parameters
title_fullStr Novel Application of NIR Spectroscopy for Non-Destructive Determination of ‘Maraština’ Wine Parameters
title_full_unstemmed Novel Application of NIR Spectroscopy for Non-Destructive Determination of ‘Maraština’ Wine Parameters
title_short Novel Application of NIR Spectroscopy for Non-Destructive Determination of ‘Maraština’ Wine Parameters
title_sort novel application of nir spectroscopy for non-destructive determination of ‘maraština’ wine parameters
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9025932/
https://www.ncbi.nlm.nih.gov/pubmed/35454759
http://dx.doi.org/10.3390/foods11081172
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