ArticleAnnals of botany2018
A 3-D functional-structural grapevine model that couples the dynamics of water transport with leaf gas exchange.
Article in Annals of botany, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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20 citing papers in PubMed, 56 citations in OpenAlex.
- Automated calibration of stomatal conductance models from thermal imagery by leveraging synthetic images generated from Helios 3D biophysical model simulations.Journal of experimental botany · 2026Article
- High-fidelity crop modelling: innovations driving sustainable fruit horticulture.Frontiers in plant science · 2026Review
- Effects of Elevated Temperature and Water Deficiency on Functional Traits ofPlants (Basel, Switzerland) · 2025Article
- Implications of root morphology and anatomy for water deficit tolerance and recovery of grapevine rootstocks.Frontiers in plant science · 2025Article
- GrapevineXL reliably predicts multi-annual dynamics of vine water status, berry growth, and sugar accumulation in vineyards.Horticulture research · 2023Article
- Integrated model simulates bigger, sweeter tomatoes under changing climate under reduced nitrogen and water input.Horticulture research · 2023Article
- Towards grapevine root architectural models to adapt viticulture to drought.Frontiers in plant science · 2023Article
- Crop/Plant Modeling Supports Plant Breeding: II. Guidance of Functional Plant Phenotyping for Trait Discovery.Plant phenomics (Washington, D.C.) · 2023Review
- Model-assisted ideotyping reveals trait syndromes to adapt viticulture to a drier climate.Plant physiology · 2022Article
- Analyzing the Impact of Greenhouse Planting Strategy and Plant Architecture on Tomato Plant Physiology and Estimated Dry Matter.Frontiers in plant science · 2022Article
- Integrating terrestrial laser scanning with functional-structural plant models to investigate ecological and evolutionary processes of forest communities.Annals of botany · 2021Article
- Nighttime transpiration represents a negligible part of water loss and does not increase the risk of water stress in grapevine.Plant, cell & environment · 2021Article
- Missing Links in Predicting Berry Sunburn in Future Vineyards.Frontiers in plant science · 2021Article
- Article
- Parameter estimation for functional-structural plant models when data are scarce: using multiple patterns for rejecting unsuitable parameter sets.Annals of botany · 2020Article
- A functional-structural plant model that simulates whole- canopy gas exchange of grapevine plants (Vitis vinifera L.) under different training systems.Annals of botany · 2020Article
- The physiology of drought stress in grapevine: towards an integrative definition of drought tolerance.Journal of experimental botany · 2020Review
- Image-Based Assessment of Drought Response in Grapevines.Frontiers in plant science · 2020Article
- Modelling grape growth in relation to whole-plant carbon and water fluxes.Journal of experimental botany · 2019Article
- Estimating Sink Parameters of Stochastic Functional-Structural Plant Models Using Organic Series-Continuous and Rhythmic Development.Frontiers in plant science · 2018Article
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Authors and funding
8 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background and Aims: Predicting both plant water status and leaf gas exchange under various environmental conditions is essential for anticipating the effects of climate change on plant growth and productivity. This study developed a functional-structural grapevine model which combines a mechanistic understanding of stomatal function and photosynthesis at the leaf level (i.e. extended Farqhuhar-von Caemmerer-Berry model) and the dynamics of water transport from soil to individual leaves (i.e. Tardieu-Davies model). Methods: The model included novel features that account for the effects of xylem embolism (fPLC) on leaf hydraulic conductance and residual stomatal conductance (g0), variable root and leaf hydraulic conductance, and the microclimate of individual organs. The model was calibrated with detailed datasets of leaf photosynthesis, leaf water potential, xylem sap abscisic acid (ABA) concentration and hourly whole-plant transpiration observed within a soil drying period, and validated with independent datasets of whole-plant transpiration under both well-watered and water-stressed conditions. Key Results: The model well captured the effects of radiation, temperature, CO2 and vapour pressure deficit on leaf photosynthesis, transpiration, stomatal conductance and leaf water potential, and correctly reproduced the diurnal pattern and decline of water flux within the soil drying period. In silico analyses revealed that decreases in g0 with increasing fPLC were essential to avoid unrealistic drops in leaf water potential under severe water stress. Additionally, by varying the hydraulic conductance along the pathway (e.g. root and leaves) and changing the sensitivity of stomatal conductance to ABA and leaf water potential, the model can produce different water use behaviours (i.e. iso- and anisohydric). Conclusions: The robust performance of this model allows for modelling climate effects from individual plants to fields, and for modelling plants with complex, non-homogenous canopies. In addition, the model provides a basis for future modelling efforts aimed at describing the physiology and growth of individual organs in relation to water status.
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