Terroir 2020 banner
IVES 9 IVES Conference Series 9 Variability of Tempranillo phenology within the toro do (Spain) and its relationship to climatic characteristics

Variability of Tempranillo phenology within the toro do (Spain) and its relationship to climatic characteristics

Abstract

Aims: The objective of this research was to analyse the spatial and temporal variability of vine phenology of the Tempranillo variety in the Toro Designation of Origen (DO) related to climatic conditions at present and under future climate change scenarios.

Methods and Results: Seven plots planted with Tempranillo, distributed throughout the DO, and located at elevations between 630 and 790 m a.s.l were considered in this analysis. Phenological dates referred to bud break, bloom, veraison and maturity recorded in each plot for the period 2005-2019 were analysed. The information was supplied by the Consejo Regulador of Toro Designation of Origin (Toro DO). The weather conditions recorded during the period under study were analysed using data recorded in Toro. The thermal requirements to reach each phenological stage were evaluated and expressed as the GDD accumulated from DOY=90, which were considered to predict the changes under future climatic conditions. For future climatic conditions, temperature and precipitation predicted by 2050 and 2070 under two Representative Concentration Pathway (RCP) scenarios –RCP4.5 and RCP8.5-, based on an ensemble of models, were used to predict the changes in phenology.

During the analysed period, the dates at which the different phenological stages were reached presented high variability, with bud break between April 5th and May 7th; bloom between May 3rd and July 14th, veraison between July 20th and August 21st and maturity between September 1st and October 2nd. The earliest dates were observed in the hottest year (e.g. 2017), while the latest dates were recorded in the coolest and wettest years (eg. 2008, 2013 or 2018). Water deficits also gave rise to advances in phenological timing (e.g. 2009, 2015), which affect more the later than the earlier phenological states. Water deficit in the BL-V period had a significant effect on veraison, while in general the maturity was also affected by water existing in the BB-BL period. Some spatial variability was observed in the phenological dates, although the trend was not uniform for all the stages or for all years. Taking into account the thermal requirements to reach each stage and the predictions under future climate scenarios, advances in all phenological dates were projected, higher for the later than for the earlier stages, which may be of up 6 and 8 days for bud break, 7-10 days for bloom, 8 to 11 days for veraison, and 12 to 19 days for maturity by 2050, respectively under RCP4.5 and RCP8.5 emission scenarios.

Conclusion: 

Based on the climate change projections, the Tempranillo variety cultivated in Toro DO may suffer an advance of all phenological stages, having harvest earlier and under warmer conditions, which could also affect grape composition.

Significance and Impact of the Study: Tempranillo is the third most cultivated wine variety in the world, being 88% of it cultivated in Spain, and in the Toro DO the main variety (“Tinta de Toro”) covering about 5100 ha. Thus, the knowledge of the vine response under future conditions could be a tool to adopt measurements to mitigate the effects of climate change in the area.

DOI:

Publication date: March 17, 2021

Issue: Terroir 2020

Type: Video

Authors

Daniël T.H.C. Go1, Santiago Castro, María Concepción Ramos1*

1Department of Environment and Soil Sciences, University of Lleida-Agrotecnio, Spain
2Consejo Regulador DO Toro, Toro, Zamora, Spain

Contact the author

Keywords

Climatic change, phenological dates, spatial and temporal variability, temperature, Toro DO, water deficit

Tags

IVES Conference Series | Terroir 2020

Citation

Related articles…

Modeling island and coastal vineyards potential in the context of climate change

Climate change impacts regional and local climates, which in turn affects the world’s wine regions. In the short term, these modifications rises issues about maintaining quality and style of wine, and in a longer term about the suitability of grape varieties and the sustainability of traditional wine regions. Thus, adaptation to climate change represents a major challenge for viticulture. In this context, island and coastal vineyards could become coveted areas due to their specific climatic conditions. In regions subject to warming, the proximity of the sea can moderate extremes temperatures, which could be an advantage for wine. However, coastal and island areas are particular prized spaces and subject to multiple pressures that make the establishment or extension of viticulture complex.
In this perspective, it seems relevant to assess the potentialities of coastal and island areas for viticulture. This contribution will present a spatial optimization model that tends to characterize most suitable agroclimatic patterns in historical or emerging vineyards according to different scenarios. Thanks to an in-depth bibliography a global inventory of coastal and insular vineyards on a worldwide scale has been realized. Relevant criteria have been identified to describe the specificities of these vineyards. They are used as input data in the optimization process, which will optimize some objectives and spatial aspects. According to a predefined scenario, the objectives are set in three main categories associated with climatic characteristics, vineyards characteristics and management strategies. At the end of this optimization process, a series of maps presents the different spatial configurations that maximize the scenario objectives.

Biodiversity in the vineyard agroecosystem: exploring systemic approaches

Biodiversity conservation and restoration are essential for guarantee the provision of ecosystem services associated to vineyard agroecosystem such as climate regulation trough carbon sequestration and control of pests and diseases. Most of published research dealing with the complexity of the vineyard agroecosystems emphasizes the necessity of innovative approaches, including the integration of information at different temporal and spatial scales and development of systemic analysis based on modelling. A biodiversity survey was conducted in the Franciacorta wine-growing area (Lombardy, Italy), one of the most important Italian wine-growing regions for sparkling wine production, considering a portion of the territory of 112 ha. The area was divided into several Environmental Units (EUs), defined as a whole vineyard or portion of vineyard homogenous in terms of four agronomic characteristics: planting year, planting density, cultivar, and training system. In each EU a set of compartments was identified and characterised by specific variables. The compartments are meteorology, morphology (altitude, slope, aspect, row orientation, and solar irradiance), ecological infrastructures and management. The landscape surrounding EU was also characterised in terms of land-use in a buffer zone of 500 m. For each component a specific methodology was identified and applied. Different statistical approaches were used to evaluate the method to integrate the information related to different compartments within the EU and related to the buffer zone. These approaches were also preliminarily evaluated for their ability to describe the contribution of biodiversity and landscape components to ecosystem services. This methodological exploration provides useful indication for the development of a fully systemic approach to structural and functional biodiversity in vineyard agroecosystems, contributing to promote a multifunctional perspective for the all wine-growing sector.

A better understanding of the climate effect on anthocyanin accumulation in grapes using a machine learning approach

The current climate changes are directly threatening the balance of the vineyard at harvest time. The maturation period of the grapes is shifted to the middle of the summer, at a time when radiation and air temperature are at their maximum. In this context, the implementation of corrective practices becomes problematic. Unfortunately, our knowledge of the climate effect on the quality of different grape varieties remains very incomplete to guide these choices. During the Innovine project, original experiments were carried out on Syrah to study the combined effects of normal or high air temperature and varying degrees of exposure of the berries to the sun. Berries subjected to these different conditions were sampled and analyzed throughout the maturation period. Several quality characteristics were determined, including anthocyanin content. The objective of the experiments was to investigate which climatic determinants were most important for anthocyanin accumulation in the berries. Temperature and irradiance data, observed over time with a very thin discretization step, are called functional data in statistics. We developed the procedure SpiceFP (Sparse and Structured Procedure to Identify Combined Effects of Functional Predictors) to explain the variations of a scalar response variable (a grape berry quality variable for example) by two or three functional predictors (as temperature and irradiance) in a context of joint influence of these predictors. Particular attention was paid to the interpretability of the results. Analysis of the data using SpiceFP identified a negative impact of morning combinations of low irradiance (lower than about 100 μmol m−2 s−1 or 45 μmol m−2 s−1 depending on the advanced-delayed state of the berries) and high temperature (higher than 25oC). A slight difference associated with overnight temperature occurred between these effects identified in the morning.

Impact of climate change on the viticultural climate of the Protected Designation of Origin “Jumilla” (SE Spain)

Protected Designation of Origin “Jumilla” (PDO Jumilla) is located in the Spanish provinces of Albacete and Murcia, in the South-eastern part of the Iberian Peninsula, where most of the models predict a severe impact of climate change in next decades. PDO Jumilla covers an area of 247,054 hectares, of which more than 22,000 hectares

Terroir traceability in grapes, musts and wine: results of research on Gewürztraminer and Sauvignon Blanc grape varieties in northern Italy

In the study of terroir, a separate analysis of its many component factors can be of great help in accurately identifying a vineyard’s natural elements that impact wine quality and typicity. This research used a dedicated pluri-disciplinary approach to investigate the ecological characteristics, including geology and geographical features, of 14 vineyards that produce Gewürztraminer and Sauvignon Blanc cultivars in the alpine Alto Adige DOC wine region. Both the geopedological method using Vineyards Geological Identity (VGI) and the new Solar Radiaton Identity (SRI) topoclimatic classification method were used to provide analytical measurements and qualitative/quantitative characterisations. In addition, wide-ranging targeted and untargeted oenological and chemical analyses were carried out on grapes, musts and wines to correlate the soils’ geomineral and physical conditions with the biochemical properties of their fruits and wines. The research identified strong correlations between vineyard geo-identity and wine biofingerprint, confirming a mineral traceability of strontium rubidium ratio and some minerals distinctive to the local geology, such as K, Ca, Ag, Ba and Mn.  The study also discovered that particular geomineral and physical soil conditions of the studied vineyards are related to the different amount of amino acids, primary varietal aromas and polyphenols found in grapes, musts and wines. The research confirmed that winemaking technologies support oenological quality, although in some cases, human practices can overpower certain characteristic elements in wine, erasing the typical imprint left by the vineyards’ natural terroir, which becomes less traceable. Terroir abiotic ecological factors and vineyard identity can be classified in detail using the new VGI and SRI analysis methods to discover interrelationships between geo-pedological and topoclimatic conditions that impact wine quality. These methods are also helpful in identifying which ecological elements are exclusive to a particular vineyard or wine sub-region.