School of Mathematical Sciences, Queensland University of Technology, Brisbane, Australia.
Bull Math Biol. 2021 Feb 21;83(4):35. doi: 10.1007/s11538-021-00862-y.
Biological invasion, whereby populations of motile and proliferative individuals lead to moving fronts that invade vacant regions, is routinely studied using partial differential equation models based upon the classical Fisher-KPP equation. While the Fisher-KPP model and extensions have been successfully used to model a range of invasive phenomena, including ecological and cellular invasion, an often-overlooked limitation of the Fisher-KPP model is that it cannot be used to model biological recession where the spatial extent of the population decreases with time. In this work, we study the Fisher-Stefan model, which is a generalisation of the Fisher-KPP model obtained by reformulating the Fisher-KPP model as a moving boundary problem. The nondimensional Fisher-Stefan model involves just one parameter, [Formula: see text], which relates the shape of the density front at the moving boundary to the speed of the associated travelling wave, c. Using numerical simulation, phase plane and perturbation analysis, we construct approximate solutions of the Fisher-Stefan model for both slowly invading and receding travelling waves, as well as for rapidly receding travelling waves. These approximations allow us to determine the relationship between c and [Formula: see text] so that commonly reported experimental estimates of c can be used to provide estimates of the unknown parameter [Formula: see text]. Interestingly, when we reinterpret the Fisher-KPP model as a moving boundary problem, many overlooked features of the classical Fisher-KPP phase plane take on a new interpretation since travelling waves solutions with [Formula: see text] are normally disregarded. This means that our analysis of the Fisher-Stefan model has both practical value and an inherent mathematical value.
生物入侵是指具有运动和增殖能力的个体种群导致移动前沿侵入空旷区域的现象,通常使用基于经典 Fisher-KPP 方程的偏微分方程模型进行研究。虽然 Fisher-KPP 模型及其扩展已成功用于模拟各种入侵现象,包括生态和细胞入侵,但 Fisher-KPP 模型经常被忽视的一个局限性是,它不能用于模拟种群空间范围随时间减少的生物衰退现象。在这项工作中,我们研究了 Fisher-Stefan 模型,它是通过将 Fisher-KPP 模型重新表述为移动边界问题而得到的 Fisher-KPP 模型的推广。无维 Fisher-Stefan 模型只涉及一个参数[Formula: see text],它将密度前沿在移动边界处的形状与相关传播波的速度 c 联系起来。通过数值模拟、相平面和摄动分析,我们为缓慢入侵和后退传播波以及快速后退传播波构建了 Fisher-Stefan 模型的近似解。这些逼近允许我们确定 c 和[Formula: see text]之间的关系,以便可以使用通常报告的 c 的实验估计值来提供未知参数[Formula: see text]的估计值。有趣的是,当我们将 Fisher-KPP 模型重新解释为移动边界问题时,经典 Fisher-KPP 相平面中许多被忽视的特征会呈现出新的解释,因为通常会忽略具有[Formula: see text]的传播波解。这意味着我们对 Fisher-Stefan 模型的分析既具有实际价值,又具有内在的数学价值。