几何性状对苹果树截光效率的影响:基于MAppleT的模拟研究

Liqi Han, E. Costes, F. Boudon, T. Cokelaer, C. Pradal, D. Da Silva, R. Faivre
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引用次数: 23

摘要

MAppleT是一个功能-结构的植物模型,用于模拟苹果树的建筑发展。它具有在虚拟空间中表示树木生长的能力,其中单个器官的发展取决于几何特征。本研究的目的是探讨苹果树的建筑变异对其截光效率的影响。选择STAR,即叶片的轮廓与总面积之比,来评估这种效率的水平。该策略是将MAppleT与VPlants软件库的Fractalysis模块提供的光拦截模型集成在一起。4个主要性状(节间长、叶面积、分枝角和顶芽直径)的目标值在一个苹果杂交种分离群体中变化幅度较大。基于多项式模型和广义加性模型进行敏感性分析,以突出对光截获影响最大的性状。在灵敏度分析中还研究了随机过程对MAppleT树拓扑结构的控制作用。本研究不仅为数据收集提供了一种节省时间和资源的替代方法,而且为苹果树的理想型定义和进一步的遗传改良提供了方法。
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Investigating the influence of geometrical traits on light interception efficiency of apple trees: A modelling study with MAppleT
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.
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