Predicting the Emergence of Localised Dihedral Patterns in Models for Dryland Vegetation

IF 2.6 2区 数学 Q1 MATHEMATICS, APPLIED
Dan J. Hill
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Abstract

Localised patterns are often observed in models for dryland vegetation, both as peaks of vegetation in a desert state and as gaps within a vegetated state, known as ‘fairy circles’. Recent results from radial spatial dynamics show that approximations of localised patterns with dihedral symmetry emerge from a Turing instability in general reaction–diffusion systems, which we apply to several vegetation models. We present a systematic guide for finding such patterns in a given reaction–diffusion model, during which we obtain four key quantities that allow us to predict the qualitative properties of our solutions with minimal analysis. We consider four well-established vegetation models and compute their key predictive quantities, observing that models which possess similar values exhibit qualitatively similar localised patterns; we then complement our results with numerical simulations of various localised states in each model. Here, localised vegetation patches emerge generically from Turing instabilities and act as transient states between uniform and patterned environments, displaying complex dynamics as they evolve over time.

Abstract Image

预测旱地植被模型中局部二面体模式的出现
在旱地植被模型中经常观察到局部模式,既有沙漠状态下的植被峰值,也有植被状态下的间隙,即所谓的 "仙女圈"。径向空间动力学的最新研究结果表明,在一般反应扩散系统中,图灵不稳定性会产生具有二面体对称性的局部模式近似值,我们将其应用于多个植被模型。我们提出了在给定的反应扩散模型中寻找这种模式的系统指南,在这一过程中,我们获得了四个关键量,使我们能够通过最少的分析预测解的定性属性。我们考虑了四种成熟的植被模型,并计算了它们的关键预测量,观察到具有相似值的模型会表现出质地相似的局部模式;然后,我们对每个模型中的各种局部状态进行了数值模拟,以补充我们的结果。在这里,局部植被斑块一般由图灵不稳定性产生,是均匀环境与模式化环境之间的瞬态,随着时间的推移而呈现复杂的动态变化。
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来源期刊
CiteScore
5.00
自引率
3.30%
发文量
87
审稿时长
4.5 months
期刊介绍: The mission of the Journal of Nonlinear Science is to publish papers that augment the fundamental ways we describe, model, and predict nonlinear phenomena. Papers should make an original contribution to at least one technical area and should in addition illuminate issues beyond that area''s boundaries. Even excellent papers in a narrow field of interest are not appropriate for the journal. Papers can be oriented toward theory, experimentation, algorithms, numerical simulations, or applications as long as the work is creative and sound. Excessively theoretical work in which the application to natural phenomena is not apparent (at least through similar techniques) or in which the development of fundamental methodologies is not present is probably not appropriate. In turn, papers oriented toward experimentation, numerical simulations, or applications must not simply report results without an indication of what a theoretical explanation might be. All papers should be submitted in English and must meet common standards of usage and grammar. In addition, because ours is a multidisciplinary subject, at minimum the introduction to the paper should be readable to a broad range of scientists and not only to specialists in the subject area. The scientific importance of the paper and its conclusions should be made clear in the introduction-this means that not only should the problem you study be presented, but its historical background, its relevance to science and technology, the specific phenomena it can be used to describe or investigate, and the outstanding open issues related to it should be explained. Failure to achieve this could disqualify the paper.
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