Propagation through a barrier: Numerical analysis of a reaction-diffusion model with free boundary

IF 2.6 4区 数学 Q2 BIOLOGY
Mathematical Biosciences Pub Date : 2026-04-01 Epub Date: 2026-01-22 DOI:10.1016/j.mbs.2026.109624
Narges Shabgard, Timothy M. Schaerf, Yihong Du
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引用次数: 0

Abstract

We try to better understand how a spatial barrier may affect the spreading of an invading species via numerical analysis of some variations of a free boundary model in [1, 2] (where only homogeneous environment was considered). Here we incorporate a spatial barrier by replacing a bistable growth term f(u) in the model with f(x,u)=u(r(x)−u)(u−θ), where θ ∈ (0, 1/2) and r(x)=1 except in the barrier region [x0,x0+l], in which r(x) becomes negative away from its boundary, representing the biological assumption that the environment becomes hostile to the species inside the barrier. A parameter α > 0 in the expression of r(x) is used to characterize the severity of the environmental hostility. We find that when all the other parameters are fixed there exists a critical value l* of the barrier length l such that successful spreading is continued past the barrier region when l < l*, and the propagation is blocked when l > l*. Similarly we show numerically that when all the other parameters are fixed, there is a critical value α* of the barrier severity α such that propagation can be continued when α < α*, but it is blocked when α > α*. The dependence of l* (respectively α*) on the other parameters are also analysed.
To include temporal fluctuations of the environment, we further replace r(x) by a(t)r(x) with a(t) a positive time-periodic function of average 1, to represent the periodic modulation of the environment. Our numerical simulations suggest that increasing the magnitude of temporal variation enhances the ability of species invasion, while increasing the frequency of such variation reduces this ability.
To see how Allee effect may influence the invasion with a barrier, our results based on a bistable f discussed above are compared with that for a model obtained from a standard monostable function (no Allee effect), namely f=u[r(x)−u] with the same r(x). A parallel numerical analysis shows that qualitatively everything is the same in the monostable case, including the numerical results incorporating seasonal changes (with r(x) replaced by a(t)r(x)). However, these numerical simulations indicate that in the bistable case (Allee effect included) the invasion is more likely to cross the barrier than in the monostable case (no Allee effect), suggesting the counter intuitive conclusion that Allee effect may increase the chance of invading across a barrier.
Dedicated to Professor Shigui Ruan for his 60th birthday.
障壁传播:具有自由边界的反应扩散模型的数值分析。
我们试图通过数值分析[1,2]中自由边界模型的一些变化(仅考虑同质环境)来更好地理解空间屏障如何影响入侵物种的传播。在这里,我们通过将模型中的双稳态生长项f(u)替换为f(x,u)=u(r(x)-u)(u-θ)来合并空间屏障,其中θ ∈ (0,1 /2)和r(x)=1,但屏障区域[x0,x0+l]除外,其中r(x)在远离其边界的地方变为负值,表示环境对屏障内的物种变得敌对的生物学假设。r(x)表达式中的参数α > 0用于表征环境敌意的严重程度。我们发现,当所有其他参数都固定时,存在一个势垒长度l的临界值l*,当l  l*时,成功扩展能继续通过势垒区域。同样,我们用数值方法表明,当所有其他参数都固定时,存在一个势垒严重性α的临界值α*,使得当α  α*时传播可以继续。还分析了l*(分别为α*)对其他参数的依赖性。为了包括环境的时间波动,我们进一步用a(t)代替r(x), r(x)用平均为1的正时间周期函数a(t)表示环境的周期调制。我们的数值模拟表明,增加时间变异的幅度增强了物种入侵的能力,而增加这种变异的频率则降低了这种能力。为了了解Allee效应如何影响屏障的入侵,我们将基于上面讨论的双稳态f的结果与由标准单稳态函数(无Allee效应)即f=u[r(x)-u]得到的模型的结果进行比较,其中r(x)相同。并行数值分析表明,在单稳态情况下,包括考虑季节变化(用A (t)r(x)代替r(x))的数值结果,在定性上一切都是相同的。然而,这些数值模拟表明,在双稳态情况下(包括Allee效应),入侵比单稳态情况下(没有Allee效应)更有可能越过屏障,这表明Allee效应可能增加入侵跨越屏障的机会。谨献给阮世贵教授60岁寿辰。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Mathematical Biosciences
Mathematical Biosciences 生物-生物学
CiteScore
7.50
自引率
2.30%
发文量
67
审稿时长
18 days
期刊介绍: Mathematical Biosciences publishes work providing new concepts or new understanding of biological systems using mathematical models, or methodological articles likely to find application to multiple biological systems. Papers are expected to present a major research finding of broad significance for the biological sciences, or mathematical biology. Mathematical Biosciences welcomes original research articles, letters, reviews and perspectives.
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