Non-invasive real-time monitoring of vineyard soils, berries and leaves with FT-NIR spectroscopy

Production of high quality wines requires a permanent monitoring during the entire winemaking process. A healthy production, ensured by tailor-made strategies that will lead to consumer's satisfaction is of the utmost importance. The influence of the terroir characteristics on the features of a...

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Main Authors: Lopo Miguel, Santos Cláudia A. Teixeira dos, Páscoa Ricardo N.M.J., Graça António R., Lopes João A.
Format: Article
Language:English
Published: EDP Sciences 2015-01-01
Series:BIO Web of Conferences
Online Access:http://dx.doi.org/10.1051/bioconf/20150501003
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spelling doaj-1918dae086f64207a03cfe6eade755902021-04-02T19:38:15ZengEDP SciencesBIO Web of Conferences2117-44582015-01-0150100310.1051/bioconf/20150501003bioconf_oiv2015_01003Non-invasive real-time monitoring of vineyard soils, berries and leaves with FT-NIR spectroscopyLopo MiguelSantos Cláudia A. Teixeira dosPáscoa Ricardo N.M.J.Graça António R.Lopes João A.Production of high quality wines requires a permanent monitoring during the entire winemaking process. A healthy production, ensured by tailor-made strategies that will lead to consumer's satisfaction is of the utmost importance. The influence of the terroir characteristics on the features of a wine has always been prone to much debate amongst the wine industry. The composition of grapes is the result of the characteristics of each individual terroir. Soil impact on growth of the vineyard, grape variety characteristics and ultimately wine quality is well known. Current strategy for analysing soils (pedology) is based on wet chemistry methods, which are often laborious, expensive, time-consuming and may be of limited use. An efficient, high-throughput analytical method for estimating the impact of soil quality, tillage and thinning on the grapes quality is of paramount importance for the wine industry. Near infrared spectroscopy (NIRS) is a rapid, non-destructive, inexpensive and accurate analysis technique and its use in soil evaluation for discriminating different types of soil as well as soil constituents is rapidly increasing. Results obtained from direct monitoring of four Portuguese vineyards in different locations (wine appellation regions “Alentejo”, “Dão”, “Douro” and “Vinhos Verdes”) using two different portable near-infrared spectrometers are presented. In-situ measurements of soils (at different depths), plant leaves and berries were performed on different stages of the ripening period. Spectral analysis was performed with chemometric methods: PCA and PLS-DA. This monitoring approach revealed to be an excellent tool for the support of a vineyard's micro-zoning process.http://dx.doi.org/10.1051/bioconf/20150501003
collection DOAJ
language English
format Article
sources DOAJ
author Lopo Miguel
Santos Cláudia A. Teixeira dos
Páscoa Ricardo N.M.J.
Graça António R.
Lopes João A.
spellingShingle Lopo Miguel
Santos Cláudia A. Teixeira dos
Páscoa Ricardo N.M.J.
Graça António R.
Lopes João A.
Non-invasive real-time monitoring of vineyard soils, berries and leaves with FT-NIR spectroscopy
BIO Web of Conferences
author_facet Lopo Miguel
Santos Cláudia A. Teixeira dos
Páscoa Ricardo N.M.J.
Graça António R.
Lopes João A.
author_sort Lopo Miguel
title Non-invasive real-time monitoring of vineyard soils, berries and leaves with FT-NIR spectroscopy
title_short Non-invasive real-time monitoring of vineyard soils, berries and leaves with FT-NIR spectroscopy
title_full Non-invasive real-time monitoring of vineyard soils, berries and leaves with FT-NIR spectroscopy
title_fullStr Non-invasive real-time monitoring of vineyard soils, berries and leaves with FT-NIR spectroscopy
title_full_unstemmed Non-invasive real-time monitoring of vineyard soils, berries and leaves with FT-NIR spectroscopy
title_sort non-invasive real-time monitoring of vineyard soils, berries and leaves with ft-nir spectroscopy
publisher EDP Sciences
series BIO Web of Conferences
issn 2117-4458
publishDate 2015-01-01
description Production of high quality wines requires a permanent monitoring during the entire winemaking process. A healthy production, ensured by tailor-made strategies that will lead to consumer's satisfaction is of the utmost importance. The influence of the terroir characteristics on the features of a wine has always been prone to much debate amongst the wine industry. The composition of grapes is the result of the characteristics of each individual terroir. Soil impact on growth of the vineyard, grape variety characteristics and ultimately wine quality is well known. Current strategy for analysing soils (pedology) is based on wet chemistry methods, which are often laborious, expensive, time-consuming and may be of limited use. An efficient, high-throughput analytical method for estimating the impact of soil quality, tillage and thinning on the grapes quality is of paramount importance for the wine industry. Near infrared spectroscopy (NIRS) is a rapid, non-destructive, inexpensive and accurate analysis technique and its use in soil evaluation for discriminating different types of soil as well as soil constituents is rapidly increasing. Results obtained from direct monitoring of four Portuguese vineyards in different locations (wine appellation regions “Alentejo”, “Dão”, “Douro” and “Vinhos Verdes”) using two different portable near-infrared spectrometers are presented. In-situ measurements of soils (at different depths), plant leaves and berries were performed on different stages of the ripening period. Spectral analysis was performed with chemometric methods: PCA and PLS-DA. This monitoring approach revealed to be an excellent tool for the support of a vineyard's micro-zoning process.
url http://dx.doi.org/10.1051/bioconf/20150501003
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