• DocumentCode
    603641
  • Title

    Investigating the influence of geometrical traits on light interception efficiency of apple trees: A modelling study with MAppleT

  • Author

    Han, Liqi ; Costes, Evelyne ; Boudon, Frederic ; Cokelaer, Thomas ; Pradal, Christophe ; Da Silva, David ; Faivre, Robert

  • Author_Institution
    INRA, Architecture and Functions of Fruit Trees, (AFEF) Team, UMR 1334, Plant Genetic Improvement and Adaption (AGAP), Montpellier, France
  • fYear
    2012
  • fDate
    Oct. 31 2012-Nov. 3 2012
  • Firstpage
    152
  • Lastpage
    159
  • Abstract
    MAppleT is a functional-structural plant model that has been built for simulating architectural development of apple trees. It has the capability of representing tree growth within a virtual space where the development of individual organs depends on geometrical traits. The purpose of this research is to investigate the influence of apple trees´ architectural variability on their light interception efficiency. The STAR, i.e. the silhouette to total area ratio, of leaves, was chosen to evaluate the level of such efficiency. The strategy is to integrate MAppleT with the light interception model provided by the Fractalysis module of the VPlants software library. Target values of four major traits (internode length, leaf area, branching angle and top shoot diameter), are varied in range previously observed in a segregating population of apple hybrids. A sensitivity analysis based on polynomial and generalized additive models was performed for highlighting the most influential trait on light interception. The contribution of stochastic processes that control tree topology in MAppleT is also investigated in the sensitivity analysis. This study not only provides a time- and resource-saving alternative for data collection, but also sets a methodology for ideotype definition and further genetic improvement of apple trees.
  • Keywords
    FSPM; Malus × domestica; sensitivity analysis; tree architecture;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Plant Growth Modeling, Simulation, Visualization and Applications (PMA), 2012 IEEE Fourth International Symposium on
  • Conference_Location
    Shanghai, China
  • Print_ISBN
    978-1-4673-0067-4
  • Type

    conf

  • DOI
    10.1109/PMA.2012.6524827
  • Filename
    6524827