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建模和分析木质部栓塞易感性作为一种流行过程。

Modeling and Analyzing Xylem Vulnerability to Embolism as an Epidemic Process.

机构信息

State Museum of Natural History Stuttgart, Stuttgart, Germany.

Department of Geosciences, University of Tübingen, Tübingen, Germany.

出版信息

Methods Mol Biol. 2024;2722:17-34. doi: 10.1007/978-1-0716-3477-6_2.

Abstract

Xylem vulnerability to embolism can be quantified by "vulnerability curves" (VC) that are obtained by subjecting wood samples to increasingly negative water potential and monitoring the progressive loss of hydraulic conductivity. VC are typically sigmoidal, and various approaches are used to fit the experimentally obtained VC data for extracting benchmark data of vulnerability to embolism. In addition to such empirical methods, mechanistic approaches to calculate embolism propagation are epidemic modeling and network theory. Both describe the transmission of "objects" (in this case, the transmission of gas) between interconnected elements. In network theory, a population of interconnected elements is described by graphs in which objects are represented by vertices or nodes and connections between these objections as edges linking the vertices. A graph showing a population of interconnected xylem conduits represents an "individual" wood sample that allows spatial tracking of embolism propagation. In contrast, in epidemic modeling, the transmission dynamics for a population that is subdivided into infection-relevant groups is calculated by an equation system. For this, embolized conduits are considered to be "infected," and the "infection" is the transmission of gas from embolized conduits to their still water-filled neighbors. Both approaches allow for a mechanistic simulation of embolism propagation.

摘要

木质部对栓塞的脆弱性可以通过“脆弱性曲线”(VC)来量化,这些曲线是通过使木材样本经受越来越负的水势并监测水力传导率的逐渐丧失来获得的。VC 通常呈 S 形,并且使用各种方法来拟合实验获得的 VC 数据,以提取栓塞脆弱性的基准数据。除了这种经验方法之外,计算栓塞传播的机械方法还有流行模型和网络理论。这两种方法都描述了“物体”(在这种情况下,气体的传输)在相互连接的元素之间的传输。在网络理论中,描述了一个由相互连接的元素组成的种群的图,其中对象由顶点或节点表示,这些对象之间的连接由连接这些顶点的边表示。表示相互连接的木质部导管种群的图表示“个体”木材样本,允许对栓塞传播进行空间跟踪。相比之下,在流行模型中,通过方程组计算分为与感染相关的组的种群的传输动力学。为此,栓塞导管被认为是“感染的”,并且“感染”是气体从栓塞导管传输到仍充满水的相邻导管的过程。这两种方法都允许对栓塞传播进行机械模拟。

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