Drought tolerance classification of grapevine rootstock by machine learning for the São Francisco Valley

Verslype, Nina Iris; Nascimento, André; Musser, Rosimar dos Santos; Caldas, Raphael Miller de Souza; Martins, Luíza Suely Semen; Leão, P. C. de S.

doi:10.1016/j.atech.2023.100192

Cited by 4 publications

(2 citation statements)

References 17 publications

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“…The Gamaret plants studied here were grafted onto rootstock 3309C reported to have low drought tolerance (Verslype et al, 2023). After our results, this cultivar appears to be less sensitive to drought than expected, particularly in 2018, the driest year of the monitoring, and more generally in the Valais region.…”

Section: Discussionmentioning

confidence: 52%

A systemic approach allows to identify the pedoclimatic conditions most critical in the susceptibility of a grapevine cultivar to esca/Botryosphaeria dieback

Monod

Zufferey

Wilhelm

et al. 2023

Preprint

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Esca and/or Botryosphaeria dieback (esca-BD) are two of the most destructive grapevine trunk diseases in the world, disease complex which remains poorly understood. As some vine cultivars show highly variable susceptibility to esca-BD, we designed a four-year experiment to identify which environmental factors influence the expression of the disease. We collected epidemiological and physiological data once a year for four consecutive years in 19 vineyard plots located in four wine-growing regions of Western Switzerland. We compared these data with climatic data obtained from weather stations for these same plots for four years and over the long term. We also estimated the soil water holding capacity of each plot. Confounding factors were minimal because all vineyards were planted in 2003 with the same cultivar and all plants grafted in the same nursery with genetically homogeneous grafting material. Principal component and regression analyses of combined epidemiological, biotic and pedoclimatic data identified a positive correlation between soil water retention capacity and plant mortality due to esca-BD. These analyses also showed that leaf disease symptoms and apoplexy are more frequent when cold, wet periods are followed - or alternate with - hot, dry periods, and that apoplexy occurs more frequently when weather conditions change abruptly (cold, wet May followed by a hot June) and deviate significantly from long-term climatic conditions. Regression analyses show that the soil water holding capacity impacts less the disease expression when the climate is warm and dry, both at the regional and at year-specific levels. Having identified the most important environmental factors towards expression of esca-BD, this study allows recommendations to be given to the winegrowers for the cultivar studied but can also be used as a model to identify the environmental factors that influence the expression of fungal diseases in other grapevine cultivars, other grapevine trunk diseases and even in other woody plants.

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