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对生物假设进行参数化以模拟树木分枝结构的生长。

Parametrization of biological assumptions to simulate growth of tree branching architectures.

机构信息

Data-intensive Systems and Visualization Group, Technische Universität Ilmenau, Ehrenbergstraße 29, Ilmenau 98693, Germany.

Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Hans-Knöll-Str. 10, Jena 07745, Germany.

出版信息

Tree Physiol. 2024 May 5;44(5). doi: 10.1093/treephys/tpae045.

Abstract

Modeling and simulating the growth of the branching of tree species remains a challenge. With existing approaches, we can reconstruct or rebuild the branching architectures of real tree species, but the simulation of the growth process remains unresolved. First, we present a tree growth model to generate branching architectures that resemble real tree species. Secondly, we use a quantitative morphometric approach to infer the shape similarity of the generated simulations and real tree species. Within a functional-structural plant model, we implement a set of biological parameters that affect the branching architecture of trees. By modifying the parameter values, we aim to generate basic shapes of spruce, pine, oak and poplar. Tree shapes are compared using geometric morphometrics of landmarks that capture crown and stem outline shapes. Five biological parameters, namely xylem flow, shedding rate, proprioception, gravitysense and lightsense, most influenced the generated tree branching patterns. Adjusting these five parameters resulted in the different tree shapes of spruce, pine, oak, and poplar. The largest effect was attributed to gravity, as phenotypic responses to this effect resulted in different growth directions of gymnosperm and angiosperm branching architectures. Since we were able to obtain branching architectures that resemble real tree species by adjusting only a few biological parameters, our model is extendable to other tree species. Furthermore, the model will also allow the simulation of structural tree-environment interactions. Our simplifying approach to shape comparison between tree species, landmark geometric morphometrics, showed that even the crown-trunk outlines capture species differences based on their contrasting branching architectures.

摘要

模拟和仿真树种分枝的生长仍然是一个挑战。通过现有的方法,我们可以重建或重建真实树种的分枝结构,但生长过程的模拟仍然没有解决。首先,我们提出了一种树木生长模型来生成类似于真实树种的分枝结构。其次,我们使用定量形态测量方法来推断生成模拟与真实树种之间的形状相似性。在功能结构植物模型中,我们实现了一组影响树木分枝结构的生物学参数。通过修改参数值,我们旨在生成云杉、松树、橡树和杨树的基本形状。通过比较地标捕捉树冠和树干轮廓形状的几何形态测量学来比较树木形状。五个生物学参数,即木质部流、脱落率、本体感觉、重力感觉和光感觉,对生成的树木分枝模式影响最大。调整这五个参数会导致云杉、松树、橡树和杨树的不同树木形状。最大的影响归因于重力,因为对这种效应的表型响应导致了裸子植物和被子植物分枝结构的不同生长方向。由于我们可以通过仅调整少数几个生物学参数来获得类似于真实树种的分枝结构,因此我们的模型可以扩展到其他树种。此外,该模型还将允许模拟结构与树木环境的相互作用。我们对树种之间形状比较的简化方法,即地标几何形态测量学,表明即使是树冠-树干轮廓也可以根据其对比的分枝结构捕捉到物种差异。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dc21/11128038/109d040e844d/tpae045f1.jpg

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