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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-9025932 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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