Multiscale framework for modeling and analyzing light interception by trees

Da Silva David, Boudon Frédéric, Godin Christophe, Sinoquet Hervé. 2008. Multiscale framework for modeling and analyzing light interception by trees. Multiscale Modeling and Simulation, 7 (2) : pp. 910-933.

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Abstract : This paper presents a new framework for modeling light interception by isolated trees which makes it possible to analyze the influence of structural tree organization on light capture. The framework is based on a multiscale representation of the plant organization. Tree architecture is decomposed into a collection of components representing clusters of leaves at different scales in the tree crown. The components are represented by porous envelopes automatically generated as convex hulls containing components at a finer scale. The component opacity is defined as the interception probability of a light beam going through its envelope. The role of tree organization on light capture was assessed by running different scenarii where the components at any scale were either randomly distributed or localized to their actual three-dimensional (3D) position. The modeling framework was used with 3D digitized fruit trees, namely peach and mango trees. A sensitivity analysis was carried out to assess the effect of the spatial organization in each scale on light interception. This modeling framework makes it possible to identify a level of tree description that achieves a good compromise between the amount of measurement required to describe the tree architecture and the quality of the resulting light interception model. (Résumé d'auteur)

Mots-clés Agrovoc : Modèle mathématique, Modèle de simulation, Lumière du jour, Irradiation, Houppier, Feuillage, Port de la plante, Surface foliaire, Arbre fruitier

Classification Agris : U10 - Mathematical and statistical methods
F50 - Plant structure
F62 - Plant physiology - Growth and development

Champ stratégique Cirad : Axe 1 (2005-2013) - Intensification écologique

Auteurs et affiliations

  • Da Silva David
  • Boudon Frédéric, CIRAD-BIOS-UMR DAP (FRA) ORCID: 0000-0001-9636-3102
  • Godin Christophe, INRIA (FRA)
  • Sinoquet Hervé, INRA (FRA)

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