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Modelling the dynamics of grapevine growth over years

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  • Nogueira Júnior, Antonio F.
  • Amorim, Lilian
  • Savary, Serge
  • Willocquet, Laetitia

Abstract

A process-based model was developed to simulate the dynamics of grapevine growth within and over years. The model was designed so that it could be used in a later stage to incorporate damage mechanisms of grape diseases, and to analyse their effects on growth and yield over consecutive seasons. The development stage is modelled according to temperature. The within season-dynamics includes (1) the production of assimilates from photosynthesis, (2) the reallocation of assimilates from roots and trunk during the vegetative phase of the crop cycle, (3) the partitioning of assimilates towards leaves, stems, grapes, roots, and trunk, (4) the accumulation of assimilates in roots and trunk after maturity, and (5) leaf senescence. Winter and within-season pruning are also included. The model was parameterised for Vitis labrusca using literature and experimental data. The model was tested with data collected from a 5-year-old vineyard of V. labrusca cv. Niagara Rosada, and evaluated by comparing outputs with data from the literature. The model satisfactorily reproduced the general dynamics of plant growth within year and over successive seasons. Simulation over 20 years indicated that biomass of leaf, stem, grape, and trunk at grapevine maturity increased according to a sigmoid dynamics, while a near-linear increase in roots dry biomass was simulated.

Suggested Citation

  • Nogueira Júnior, Antonio F. & Amorim, Lilian & Savary, Serge & Willocquet, Laetitia, 2018. "Modelling the dynamics of grapevine growth over years," Ecological Modelling, Elsevier, vol. 369(C), pages 77-87.
    • Handle: RePEc:eee:ecomod:v:369:y:2018:i:c:p:77-87
    DOI: 10.1016/j.ecolmodel.2017.12.016
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    References listed on IDEAS

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    1. Mollier, Alain & De Willigen, Peter & Heinen, Marius & Morel, Christian & Schneider, André & Pellerin, Sylvain, 2008. "A two-dimensional simulation model of phosphorus uptake including crop growth and P-response," Ecological Modelling, Elsevier, vol. 210(4), pages 453-464.
    2. Pinnschmidt, H. O. & Batchelor, W. D. & Teng, P. S., 1995. "Simulation of multiple species pest damage in rice using CERES-rice," Agricultural Systems, Elsevier, vol. 48(2), pages 193-222.
    3. Rodríguez, Daniel & Cure, José Ricardo & Gutierrez, Andrew Paul & Cotes, José Miguel & Cantor, Fernando, 2013. "A coffee agroecosystem model: II. Dynamics of coffee berry borer," Ecological Modelling, Elsevier, vol. 248(C), pages 203-214.
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    1. Knowling, Matthew J. & Bennett, Bree & Ostendorf, Bertram & Westra, Seth & Walker, Rob R. & Pellegrino, Anne & Edwards, Everard J. & Collins, Cassandra & Pagay, Vinay & Grigg, Dylan, 2021. "Bridging the gap between data and decisions: A review of process-based models for viticulture," Agricultural Systems, Elsevier, vol. 193(C).

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