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Simplified Root Architectural Models Using Continuous Deformable Domains

机译:使用连续可变形域的简化根体系结构模型

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摘要

Plant architectural models have become essential tools to understand how plants access and optimize environmental resources during their development. However, using such models at larger scales, e.g. in population models, remains a great computational challenge. A continuous approach has been developed, based on the continuity equation of meristem quantity. It integrates the elementary developmental processes such as expansion, tropisms and branching rate as independent terms of the equation. A semi-Lagrangian method was developed to solve the equation on discretized domains that were allowed to deform as a result of growth. The approach was applied to a simplified case of density dependent growth in a population. The models presented in this study, still under development, indicate that more efficient whole plant architectural models could be developed using this principle. Potential applications include individual based population modelling or the design and engineering of more efficient crops.
机译:植物架构模型已成为了解植物在开发过程中如何获取和优化环境资源的重要工具。但是,在更大范围内使用此类模型,例如在人口模型中,仍然是一个巨大的计算挑战。基于分生组织量的连续性方程,开发了一种连续方法。它整合了基本的发展过程,例如膨胀,向性和支化率,作为方程的独立项。开发了一种半拉格朗日方法来求解离散域上的方程,该离散域由于增长而变形。该方法适用于人口中依赖密度增长的简化情况。本研究中提出的模型仍在开发中,表明可以使用此原理开发更有效的整个工厂架构模型。潜在的应用包括基于个体的种群建模或更高效作物的设计和工程。

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