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合作、竞争和拥挤:连接阿利(Allee)动力学、非线性扩散、冲击和前沿锐波的离散框架。

Co-operation, Competition and Crowding: A Discrete Framework Linking Allee Kinetics, Nonlinear Diffusion, Shocks and Sharp-Fronted Travelling Waves.

机构信息

Mathematical Sciences, Queensland University of Technology (QUT), Brisbane, Australia.

Tissue Repair and Regeneration Program, Institute of Health and Biomedical Innovation, QUT, Brisbane, Australia.

出版信息

Sci Rep. 2017 Feb 14;7:42134. doi: 10.1038/srep42134.

Abstract

Invasion processes are ubiquitous throughout cell biology and ecology. During invasion, individuals can become isolated from the bulk population and behave differently. We present a discrete, exclusion-based description of the birth, death and movement of individuals. The model distinguishes between individuals that are part of, or are isolated from, the bulk population by imposing different rates of birth, death and movement. This enables the simulation of various co-operative or competitive mechanisms, where there is either a positive or negative benefit associated with being part of the bulk population, respectively. The mean-field approximation of the discrete process gives rise to 22 different classes of partial differential equation, which can include Allee kinetics and nonlinear diffusion. Here we examine the ability of each class of partial differential equation to support travelling wave solutions and interpret the long time behaviour in terms of the individual-level parameters. For the first time we show that the strong Allee effect and nonlinear diffusion can result in shock-fronted travelling waves. We also demonstrate how differences in group and individual motility rates can influence the persistence of a population and provide conditions for the successful invasion of a population.

摘要

入侵过程在细胞生物学和生态学中普遍存在。在入侵过程中,个体可能与大部分群体隔离,并表现出不同的行为。我们提出了一种离散的、基于排斥的个体出生、死亡和移动描述方法。该模型通过施加不同的出生、死亡和移动率来区分属于或与大部分群体隔离的个体。这使得可以模拟各种合作或竞争机制,其中与属于大部分群体相关联的分别是正或负的收益。离散过程的平均场逼近导致了 22 种不同类型的偏微分方程,其中可以包括阿利效应和非线性扩散。在这里,我们检查了每类偏微分方程支持行波解的能力,并根据个体水平的参数来解释长时间行为。我们首次表明,强阿利效应和非线性扩散可能导致冲击波行波。我们还演示了群体和个体运动速度的差异如何影响种群的持久性,并为种群的成功入侵提供了条件。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b573/5307329/9db443ba1a41/srep42134-f1.jpg

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