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一种针对树皮甲虫爆发的动力学模型。

A dynamical model for bark beetle outbreaks.

作者信息

Křivan Vlastimil, Lewis Mark, Bentz Barbara J, Bewick Sharon, Lenhart Suzanne M, Liebhold Andrew

机构信息

Institute of Entomology, Biology Centre, Czech Academy of Sciences, Branišovská 31, 370 05 České Budějovice, Czech Republic; Faculty of Sciences, University of South Bohemia, Branišovská 1760, 370 05 České Budějovice, Czech Republic.

Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, Canada T6G 2G1.

出版信息

J Theor Biol. 2016 Oct 21;407:25-37. doi: 10.1016/j.jtbi.2016.07.009. Epub 2016 Jul 7.

Abstract

Tree-killing bark beetles are major disturbance agents affecting coniferous forest ecosystems. The role of environmental conditions on driving beetle outbreaks is becoming increasingly important as global climatic change alters environmental factors, such as drought stress, that, in turn, govern tree resistance. Furthermore, dynamics between beetles and trees are highly nonlinear, due to complex aggregation behaviors exhibited by beetles attacking trees. Models have a role to play in helping unravel the effects of variable tree resistance and beetle aggregation on bark beetle outbreaks. In this article we develop a new mathematical model for bark beetle outbreaks using an analogy with epidemiological models. Because the model operates on several distinct time scales, singular perturbation methods are used to simplify the model. The result is a dynamical system that tracks populations of uninfested and infested trees. A limiting case of the model is a discontinuous function of state variables, leading to solutions in the Filippov sense. The model assumes an extensive seed-bank so that tree recruitment is possible even if trees go extinct. Two scenarios are considered for immigration of new beetles. The first is a single tree stand with beetles immigrating from outside while the second considers two forest stands with beetle dispersal between them. For the seed-bank driven recruitment rate, when beetle immigration is low, the forest stand recovers to a beetle-free state. At high beetle immigration rates beetle populations approach an endemic equilibrium state. At intermediate immigration rates, the model predicts bistability as the forest can be in either of the two equilibrium states: a healthy forest, or a forest with an endemic beetle population. The model bistability leads to hysteresis. Interactions between two stands show how a less resistant stand of trees may provide an initial toe-hold for the invasion, which later leads to a regional beetle outbreak in the resistant stand.

摘要

杀死树木的树皮甲虫是影响针叶林生态系统的主要干扰因素。随着全球气候变化改变环境因素,如干旱胁迫,进而影响树木抗性,环境条件在推动甲虫爆发方面的作用变得越来越重要。此外,由于攻击树木的甲虫表现出复杂的聚集行为,甲虫与树木之间的动态关系高度非线性。模型有助于揭示可变的树木抗性和甲虫聚集对树皮甲虫爆发的影响。在本文中,我们通过类比流行病学模型,开发了一种新的树皮甲虫爆发数学模型。由于该模型在几个不同的时间尺度上运行,因此使用奇异摄动方法简化模型。结果是一个跟踪未受侵染和受侵染树木种群的动态系统。该模型的一个极限情况是状态变量的不连续函数,从而导致菲利波夫意义上的解。该模型假设存在大量种子库,因此即使树木灭绝,树木更新也是可能的。考虑了新甲虫迁入的两种情况。第一种是单一林分,甲虫从外部迁入;第二种是考虑两个林分,甲虫在它们之间扩散。对于种子库驱动的更新率,当甲虫迁入率较低时,林分恢复到无甲虫状态。在高甲虫迁入率下,甲虫种群接近地方病平衡状态。在中等迁入率下,模型预测存在双稳态,因为森林可以处于两种平衡状态中的任何一种:健康森林或有地方病甲虫种群的森林。模型双稳态导致滞后现象。两个林分之间的相互作用表明,抗性较低的林分如何为入侵提供初始立足点,随后导致抗性林分发生区域性甲虫爆发。

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