模拟树枝结构生长的生物假设参数化。

IF 3.5 2区 农林科学 Q1 FORESTRY
Tristan Nauber, Ladislav Hodač, Jana Wäldchen, Patrick Mäder
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引用次数: 0

摘要

树种分枝结构生长的建模和模拟仍然是一项挑战。利用现有的方法,我们可以重建或重建真实树种的分枝结构,但对生长过程的模拟仍未解决。首先,我们提出了一种树木生长模型,以生成与真实树种相似的分枝结构。其次,我们使用定量形态计量学方法来推断生成的模拟结果与真实树种的形状相似性。在植物功能结构模型(FSPM)中,我们实现了一组影响树木分枝结构的生物参数。通过修改参数值,我们旨在生成云杉、松树、橡树和杨树的基本树形。我们使用捕捉树冠和树干轮廓形状的地标几何形态计量学对树木形状进行比较。木质部流动、脱落率、本体感觉、重力感觉和光感这五个生物参数对树木分枝的影响最大,对它们的调整导致生成了不同的云杉、松树、橡树和杨树形状。重力的影响最大,因为对这一影响的表型反应导致了裸子植物和被子植物分枝结构的不同生长方向。由于我们只需调整几个生物参数就能获得与真实树种相似的分枝结构,因此我们的模型可扩展到其他树种。此外,该模型还可以模拟树木结构与环境之间的相互作用。我们对树种间形状比较的简化方法--地标几何形态计量学--表明,即使是树冠-树干轮廓也能捕捉到树种间基于枝干结构对比的差异。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Parametrization of biological assumptions to simulate growth of tree branching architectures.

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.

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来源期刊
Tree physiology
Tree physiology 农林科学-林学
CiteScore
7.10
自引率
7.50%
发文量
133
审稿时长
1 months
期刊介绍: Tree Physiology promotes research in a framework of hierarchically organized systems, measuring insight by the ability to link adjacent layers: thus, investigated tree physiology phenomenon should seek mechanistic explanation in finer-scale phenomena as well as seek significance in larger scale phenomena (Passioura 1979). A phenomenon not linked downscale is merely descriptive; an observation not linked upscale, might be trivial. Physiologists often refer qualitatively to processes at finer or coarser scale than the scale of their observation, and studies formally directed at three, or even two adjacent scales are rare. To emphasize the importance of relating mechanisms to coarser scale function, Tree Physiology will highlight papers doing so particularly well as feature papers.
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