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Integrating markov chain models and L-systems to simulate the architectural development of apple trees

Renton Michael, Costes Evelyne, Guédon Yann, Godin Christophe. 2006. Integrating markov chain models and L-systems to simulate the architectural development of apple trees. In : Proceedings of the Seventh International Symposium on Modelling in fruit research and orchard management, Copenhagen, Denmark, June 20-24, 2004. Braun P. (ed.). ISHS. Louvain : ISHS [Belgique], 63-70. (Acta Horticulturae, 707) ISBN 90-6605-460-3 International Symposium on Modelling in Fruit Research and Orchard Management. 7, Copenhague, Danemark, 20 Juin 2004/24 Juin 2004.

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Résumé : An approach for modelling and simulating the architectural development of apple trees is presented. The approach is based on using an L-systems framework to integrate a Markov model of terminal bud fate and a number of hidden semi-Markov models of axial bud fate. Results show that these models are able to represent the branching zones observed in apple trees at node scale, simulate the sequences of annual growth units found along branches, and capture important aspects of the bearing pattern. Integrating these models gives a simulation of the development of the whole tree that can be used to evaluate the ability of local-scale models to capture global characteristics.

Mots-clés Agrovoc : Malus, port de la plante, croissance, stade de développement, ramification, modèle végétal, simulation

Classification Agris : F50 - Anatomie et morphologie des plantes

Auteurs et affiliations

  • Renton Michael, CIRAD-CP-UMR BEPC (FRA)
  • Costes Evelyne, INRA (FRA)
  • Guédon Yann, CIRAD-AMIS-AMAP (FRA)
  • Godin Christophe, CIRAD-AMIS-AMAP (FRA)

Autres liens de la publication

Source : Cirad - Agritrop (https://agritrop.cirad.fr/534570/)

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