Terroir 2020 banner
IVES 9 IVES Conference Series 9 Juice carbon isotope discrimination is related to vine growth and fruit quality of Barossa Shiraz

Juice carbon isotope discrimination is related to vine growth and fruit quality of Barossa Shiraz

Abstract

Aim: Interactions between soil, climate and management that modulate vine growth, yield and grape composition are strongly defined by vine water availability and nutrient uptake during the season. Carbon isotope discrimination (δ13C) has been used as an integrative measurement of vine water availability during the season, with the potential to identify spatial variations of terroir in vineyards that do not receive irrigation. We measured juice δ13C at harvest across multiple vineyards with the aim to discriminate sub-regions based on soil water availability due to variation in climate, soil and management (especially supplementary irrigation). We explored the relationship between δ13C and pruning mass, yield and fruit parameters important for wine quality.

Methods and Results: The study was conducted in 2019 in irrigated Shiraz vineyards spread across six sub-regions in the Barossa Valley, SA. A total of 63 samples collected at harvest (approx. 25⁰ Brix) were subject to δ13C analysis, this included three samples from each of 21 vineyards. Yield, pruning mass and berry maturity (total soluble solids, titratable acidity and pH) and quality parameters (total tannins, anthocyanins and phenolics) were assessed. Carbon isotope composition of the grape sugars was measured on autoclaved berry juice using a continuous flow isotope ratio mass spectrometer. δ13C discriminated between sub-regions and within vineyards. Vineyards from sub-regions, Eden Valley, Central and Northern Grounds had lower δ13C than vineyards from the Western Ridge and Eastern Edge, with the Southern Grounds. Similarly, zones within a vineyard with lower plant biomass, as indicated by PCD imagery, showed lower δ13C. A significant relationship was observed between δ13C and yield (r = -0.72***), pruning mass (r = -0.54**), anthocyanins (r = 0.65**) and total phenolics (r = 0.61**). Higher water stress (< δ13C) during the season was associated with a lower yield, lower pruning mass but with higher total anthocyanins and phenolics. No significant relationships between δ13C and other berry traits (including total tannins) were observed.

Conclusions: 

δ13C is a useful method to integrate and distinguish components of terroir that affect vine productivity and some fruit quality parameters which remains sound even when the vines receive irrigation. 

Significance and Impact of the Study: This study shows the potential use of δ13C to discriminate between blocks with different moisture availability that may induce changes in yield and some aspects of fruit quality. δ13C may emerge as a proxy for terroir in zoning studies of irrigated vines, but further validation is needed using cluster analysis that integrates soil, climate and fruit composition geospatially across multiple seasons.

DOI:

Publication date: March 17, 2021

Issue: Terroir 2020

Type: Video

Authors

Marcos Bonada1, Cassandra Collins2, Paul Petrie1

1South Australian Research and Development Institute, Urrbrae, Australia 2The University of Adelaide, School of Agriculture, Food and Wine, Waite Research Institute, Glen Osmond, Australia

Keywords

Carbon isotope discrimination, water availability, grapevine growth, fruit composition, terroir

Tags

IVES Conference Series | Terroir 2020

Citation

Related articles…

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.

The interplay between grape ripening and weather anomalies – A modeling exercise

Current climate change is increasing inter- and intra-annual variability in atmospheric conditions leading to grapevine phenological shifts as well altered grape ripening and composition at ripeness. This study aims to (i) detect weather anomalies within a long-term time series, (ii) model grape ripening revealing altered traits in time to target specific ripeness thresholds for four Vitis vinifera cultivars, and (iii) establish empirical relationships between ripening and weather anomalies with forecasting purposes. The Day of the Year (DOY) to reach specific grape ripeness targets was determined from time series of sugar concentrations, total acidity and pH collected from a private company in the period 2009-2021 in North-Eastern Italy. Non-linear models for the DOY to reach the specified ripeness thresholds were assessed for model efficiency (EF) and error of prediction (RMSE) in four grapevine cultivars (Merlot, Cabernet Sauvignon, Glera and Garganega). For each vintage and cultivar, advances or delays in DOY to target specified ripeness thresholds were assessed with respect to the average ripening dynamics. Long-term meteorological series monitored at ground weather station by means of hourly air temperature and rainfall data were analyzed. Climate statistics were obtained and for each time period (month, bimester, quarter and year) weather anomalies were identified. A linear regression analysis was performed to assess a possible correlation that may exist between ripening and weather anomalies. For each cultivar, ripeness advances or delays expressed in number of days to target the specific ripening threshold were assessed in relation to registered weather anomalies and the specific reference time period in the vintage. Precipitation of the warmest month and spring quarter are key to understanding the effect of climate change on sugar ripeness. Minimum temperatures of May-June bimester and maximum temperatures of spring quarter best correlate with altered total acidity evolution and pH increment during the ripening process, respectively.

Climate, Viticulture, and Wine … my how things have changed!

The planet is warmer than at any time in our recorded past and increasing greenhouse emissions and persistence in the climate system means that continued warming is highly likely. Climate change has already altered the basic framework of growing grapes for wine production worldwide and will likely continue to do so for years to come. The wine sector can continue to play an important role in leading the agricultural sector in addressing climate change. From developing on…

Evaluation of climate change impacts at the Portuguese Dão terroir over the last decades: observed effects on bioclimatic indices and grapevine phenology

In the last decades the growers of the Portuguese Dão winegrowing region (center of Portugal) are experiencing changes in climate that are influencing either grape phenology berry health and ripening. Aiming to study the relationships between climate indices (CI), seasonal weather and grapevine phenology, in this work long-term climate and phenological data collected at the experimental vineyard of the Portuguese Dão research centre between 1958 and 2019 (61 years) for the red variety Touriga Nacional, was analyzed. The trends over time for the classical temperature-based indices (Growing Season Temperature – GST -, Growing Degree Days – GDD, Huglin Index – HI and Cool Night Index – CI) presented a significantly positive slope while the Dryness Index (DI) showed a negative trend over the last 61 years. Regarding grapevine phenology, an average advance of 4.5 days per decade in the harvest day was observed throughout the last 61 years. Consequently, the weather conditions during the ripening period have changed, showing an increasing trend over time in the average temperature (higher magnitude in the maximum than in the minimum temperature) and a decrease in the accumulated rainfall. A regression analysis showed that ~50% of harvest date variability over years was explained by the temperature-based indices variability. These observed effects of climate change on bioclimatic indices and corresponding anticipation of harvest date can still be considered advantageous for the Dão terroir as it allows to achieve an optimal berry ripening before the common equinox rains and, therefore, avoid the potential negative impacts of the rainfall on berry health and composition.

Local ancient grapevine cultivars to face future viticulture

Among the different strategies to cope with the negative impacts of climate change on viticulture, the exploitation of genetic diversity is one of the most promising to adapt to new conditions and maintain wine production and quality. One of the biggest concerns in the context of climate change is to improve water use efficiency (WUE). In this way, the use of genotypes that present a better response to drought and high WUE is a key issue. In this work, physiological performance analysis was conducted to compare the water deficit stress (WDS) responses of local and widespread grapevines cultivars. Leaf gas exchange, water use efficiency (WUE) at different levels (leaf and long-term WUE (∆13C)), leaf osmotic adjustment and other water relations parameters were determined in plants under well-watered and WDS conditions alongside assessment of the levels of foliar hormones concentrations. Results denote that local cultivars displayed better physiological performance under WDS as compared to the widely-distributed ones. he results corroborate the hypothesis that better stomatal control allows increasing leaf WUE under drought as occurred in the local Callet cv.; but the minority local cultivar Escursac cv. showed high WUE under both treatments. In this case, high WUE can be related to maintaining higher photosynthetic activity under drought. The different mechanisms underlying the better performance under WDS and high WUE of minority local cultivars are discussed.