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基于 3D 偏微分方程的树冠动态建模。

Modeling tree crown dynamics with 3D partial differential equations.

机构信息

Ecole Centrale Paris, Applied Mathematics and Systems Laboratory Châtenay-Malabry, France.

出版信息

Front Plant Sci. 2014 Jul 21;5:329. doi: 10.3389/fpls.2014.00329. eCollection 2014.

Abstract

We characterize a tree's spatial foliage distribution by the local leaf area density. Considering this spatially continuous variable allows to describe the spatiotemporal evolution of the tree crown by means of 3D partial differential equations. These offer a framework to rigorously take locally and adaptively acting effects into account, notably the growth toward light. Biomass production through photosynthesis and the allocation to foliage and wood are readily included in this model framework. The system of equations stands out due to its inherent dynamic property of self-organization and spontaneous adaptation, generating complex behavior from even only a few parameters. The density-based approach yields spatially structured tree crowns without relying on detailed geometry. We present the methodological fundamentals of such a modeling approach and discuss further prospects and applications.

摘要

我们通过局部叶面积密度来描述树木的空间枝叶分布。考虑到这个空间连续变量,可以通过 3D 偏微分方程来描述树冠的时空演变。这些方程提供了一个框架,可以严格考虑局部和自适应作用的影响,特别是向光生长。通过光合作用产生的生物量以及向枝叶和木材的分配很容易包含在这个模型框架中。这个方程组由于其内在的自组织和自适应的动态特性而引人注目,即使只有几个参数也能产生复杂的行为。基于密度的方法生成具有空间结构的树冠,而不依赖于详细的几何形状。我们介绍了这种建模方法的方法基础,并讨论了进一步的前景和应用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1354/4104424/74a9fa2c422f/fpls-05-00329-g0001.jpg

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