terclim by ICS banner
IVES 9 IVES Conference Series 9 International Congress on Grapevine and Wine Sciences 9 2ICGWS-2023 9 Exploring intra-vineyard variability with sensor- and molecular-based approaches 

Exploring intra-vineyard variability with sensor- and molecular-based approaches 

Abstract

The application of remote and proximal sensing is a fast and efficient method to monitor grapevine vegetative and physiological parameters and is considered valuable to derive information on associated yield and quality traits in the vineyard. Further details can be obtained by the application of molecular analysis at the gene expression level aiming at elucidating how pathways controlling the formation of different grape quality traits are influenced by spatial variability. This work aims at evaluating intra-vineyard variability in grape composition at harvest and at comparing this with remotely sensed canopy vegetation data and molecular-based approaches.

Fourteen spots presenting intra-parcel variability were selected and monitored in a Cabernet Sauvignon vineyard in the Sonoma wine region (CA, USA) during 2017 growing season. The Normalized Difference Vegetation Index (NDVI) was calculated using data acquired by UAV platform equipped with a multispectral camera. The NDVI was then confronted with data obtained from direct measurements on the vines and the berries (e.g., leaf area, yield, and technological berry ripening parameters). Gene expression analysis by microarrays was performed at five time points over berry development spanning from the green to the ripening phase.

Multivariate and correlation analyses were applied to determine the relationship between the vegetation index, the direct vine and berry measurements, and the gene expression information. Spatial variation in berry chemistry (e.g., total anthocyanins) followed a similar pattern to that seen in the vineyard aerial imagery in relation to the vigor zones. On top of this, relevant correlation trends were found also with the expression of the genes related to the berry compounds. Coupling multidisciplinary approaches to map intra-vineyard variability increases the potential of predicting fruit quality and of guiding targeted vineyard management.

DOI:

Publication date: 05/10/2023

Issue: ICGWS 2023

Type: Article

Authors

Ron Shmuleviz*1, Elizabeth Green2, Pietro Previtali2, Nick Dokoozlian2, Giovanni Battista Tornielli1, Marianna Fasoli1

1 Department of Biotechnology, University of Verona, 37134 Verona, Italy
2 E. & J. Gallo Winery, Modesto, CA 95354, USA

Contact the author*

Keywords

berry ripening, vegetation indices; gene expression analysis, sensors, precision viticulture  

Tags

2ICGWS | ICGWS | ICGWS 2023 | IVES Conference Series

Citation

Related articles…

Effects of long-term drought stress on soil microbial communities from a Syrah cultivar vineyard

Changes in the rainfall and temperature patterns affect the increase of drought periods becoming one of the major constraints to assure agricultural and crop resilience in the Mediterranean regions. Beside the adaptation of agricultural practices, also the microbial compartment associated to plants should be considered in the crop management. It is known that the microbial community change according to several factors such as soil composition, agricultural management system, plant variety and rootstock.

Cumulative effect of deficit irrigation and salinity on vine responses

Climate change is increasing water needs in most of the wine growing regions while reducing the availability and quality of water resources for irrigation. In this context, the sustainability of Mediterranean viticulture depends on grapevine responses to the combinations of water and salt stress. With this aim, this work studies the effects of deficit irrigation and salinity on the physiology of the Tempranillo cultivar (Vitis vinifera L.) grafted onto a drought and salinity tolerant rootstock (1103 Paulsen).

Barrels ad-hoc: Spanish oak wood classification by NIRs 

The wooden barrel is a key factor in enology, since wine chemical composition and sensory properties changes significantly in contact with the barrel[1]. Today’s highly competitive market constantly demands new differentiated products and wineries search innovations continuously.
Wood selection is crucial: barrels stability to keep constant their contribution and the result on products, and additional and differentiated wood contributions to impact their new products. Oak wood selection has traditionally been carried out using parameters such as specie, location and grain, however, it goes one step further nowadays. Large cooperage work with non-destructive techniques that allow classifying oak wood quickly and easily according to their organoleptic contribution[2].

Exploring the prevalence of esca-induced leaf symptoms in French vineyards and the role of climate: a national scale analysis

Esca, a severe trunk disease affecting vineyards, is caused by fungal pathogens that induce wood necrosis and decay, leaf symptoms, yield losses, and potentially a rapid death of the vine. The prevalence of this disease varies across years, regions, cultivars, and plot ages. Despite its significance in understanding and predicting dieback risk in different vineyards, the role of climate in trunk diseases remains a relatively unexplored research area. While some studies have demonstrated the impact of certain climatic conditions on the prevalence of the disease, they often focus on a limited number of plots and yield conflicting results.We conducted a statistical analysis, using a Bayesian approach on a national database comprising prevalence data of esca from over 500 different plots in France, spanning the years 2003 to 2022 and encompassing various cultivars.

Effect of riboflavin on the longevity of white and rosé wines

Light is a fundamental part at sales points which influences in the conservation of wines, particularly in those that are sold in transparent glass bottles such as rosé wines and increasingly white wines. The photochemical effect known as “light-struck taste” can cause changes in the aromatic characteristics of the wine. This “light-struck taste” is due to reactions triggered by the photochemical sensitivity of riboflavin (RBF).