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Conceptual climate modelling 概念气候建模
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-07-23 DOI: 10.1016/j.physd.2024.134285
Bernd Krauskopf , Andrew Keane , Chris Budd

Modelling the climate is notoriously difficult and generally associated with high-dimensional general circulation models that may be quite unwieldy from the mathematical perspective. At the other end of the spectrum are seemingly simple conceptual models that focus on underlying mechanisms, such as the roles of different types of delayed feedback loops and/or switching phenomena for a specific climate phenomenon. This special issue is designed to highlight the usefulness of conceptual modelling in climate. It presents a number of conceptual climate models, discusses the mathematical techniques available for their analysis, and showcases how relevant insights can be gained from them, including informing more realistic modelling of the climate.

气候建模是出了名的难事,一般都与高维大气环流模型有关,从数学角度看可能相当笨重。另一端是看似简单的概念模型,侧重于潜在机制,如不同类型的延迟反馈回路和/或特定气候现象的转换现象的作用。本特刊旨在突出气候概念模型的实用性。它介绍了一些概念性气候模型,讨论了可用于分析这些模型的数学技术,并展示了如何从这些模型中获得相关见解,包括为更现实的气候建模提供信息。
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引用次数: 0
Consistent and conservative lattice Boltzmann method for axisymmetric multiphase electrohydrodynamic flows 轴对称多相电流体的一致和保守晶格玻尔兹曼法
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-07-20 DOI: 10.1016/j.physd.2024.134294
Xi Liu , Zhenhua Chai , Baochang Shi , Xiaolei Yuan

In this work, we first develop a consistent and conservative mathematical model to study multiphase electrohydrodynamic (EHD) flows, including the reduction-consistent and conservative Allen-Cahn equation for the multiphase field, the Laplace equation for the electric potential, and the consistent and conservative Navier–Stokes equations for the flow field. Owing to the reduction-consistent property, the present model can be used to handle a set of M (1MN) EHD fluids in N-phase system. Then a two-relaxation-time lattice Boltzmann (LB) method is proposed for axisymmetric multiphase EHD flows, which can correctly recover the axisymmetric governing equations through the direct Taylor expansion analysis. To test the capacity of the LB method, the deformations of a single two-phase droplet and a ternary-phase compound droplet under a uniform electric field are considered. It is found that different from a single droplet with two deformation modes, the compound droplet has four deformation modes, and additionally, the effects of the electric strength, the conductivity ratio and the permittivity ratio on the compound droplet are also investigated. Finally, the compound droplet in the quaternary-phase system is also explored, and there are eight deformation modes that have not been reported in the available literature.

在这项工作中,我们首先建立了一个一致和保守的数学模型来研究多相电流体动力学(EHD)流动,包括多相场的还原一致和保守的 Allen-Cahn 方程、电动势的拉普拉斯方程以及流场的一致和保守的 Navier-Stokes 方程。由于还原一致的特性,本模型可用于处理()EHD 流体的-相系统。然后,针对轴对称多相 EHD 流体提出了一种双松弛时间晶格玻尔兹曼(LB)方法,该方法可以通过直接泰勒展开分析正确恢复轴对称控制方程。为了检验 LB 方法的能力,考虑了单个两相液滴和三相复合液滴在均匀电场下的变形。结果发现,与单一液滴的两种变形模式不同,复合液滴有四种变形模式,此外,还研究了电强度、电导比和介电比对复合液滴的影响。最后,还探讨了四相体系中的复合液滴,其中有八种变形模式是现有文献未曾报道过的。
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引用次数: 0
Deciphering two delay dynamics of ecological system with generalist predator incorporating competitive interference 解密包含竞争干扰的通食捕食者生态系统的双延迟动力学
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-07-20 DOI: 10.1016/j.physd.2024.134293
Ranjit Kumar Upadhyay, Dipesh Barman

In this manuscript, an attempt has been made to understand the delay induced (gestation and carry-over effect delay) dynamics of an ecological system with generalist predator exerted fear and its carry-over effect with competitive interference. The designed model exhibits finite time blow up depending on large initial data. The stability of both the delayed and non-delayed systems have been analyzed along with Hopf-bifurcation analysis. It has been observed that carry-over and fear effects act in opposite way in context of stability control for non-delayed system. The two delay (carry-over effect and gestation delay) have significant impact on the dynamics. The former exhibits both stabilizing and destabilizing role while the latter has a destabilizing tendency on the system dynamics. The blow up phenomena for predator species have been shown numerically by verifying the analytical conditions. Our study incorporates a diverse array of figures and diagrams to illustrate and support our findings. Through the exploration of non-linear models, our research unveils several intriguing characteristics. These insights can prove invaluable for biologists seeking a more detailed and pragmatic understanding of generalist predator–prey systems. The visual representations provided in our study contribute to a comprehensive analysis, enhancing the accessibility and applicability of the findings for researchers and practitioners in the field.

在本手稿中,我们试图理解一个具有通性捕食者施加的恐惧的生态系统的延迟诱导(酝酿和结转效应延迟)动力学及其与竞争干扰的结转效应。所设计的模型表现出有限时间炸毁,这取决于大量的初始数据。通过霍普夫分岔分析,对延迟和非延迟系统的稳定性进行了分析。研究发现,在非延迟系统的稳定性控制中,结转效应和恐惧效应的作用是相反的。这两种延迟(滞后效应和酝酿延迟)对动力学有重大影响。前者表现出稳定和失稳两种作用,而后者对系统动力学具有失稳倾向。通过验证分析条件,捕食者物种的炸毁现象得到了数值证明。我们的研究采用了多种图表来说明和支持我们的发现。通过对非线性模型的探索,我们的研究揭示了一些耐人寻味的特征。这些见解对于生物学家寻求更详细、更实用地了解捕食者-猎物系统是非常有价值的。我们研究中提供的可视化表述有助于进行全面分析,提高了研究结果对该领域研究人员和从业人员的可及性和适用性。
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引用次数: 0
Complex dynamical behaviors of a honeybee-mite model in parameter plane 蜜蜂-螨虫模型在参数平面上的复杂动力学行为
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-07-20 DOI: 10.1016/j.physd.2024.134300
Sarbari Karmakar, Nikhil Pal

The honeybee has a significant impact on ecosystem stability, biodiversity conservation, and pollinating crops. However, during the past few years, there has been a sharp reduction in both the honeybee population and their colonies. It has been found that the parasitic mite Varroa destructor is responsible for the decline in honeybee colonies around the world, which in turn immensely affects the economic growth of a country. To investigate how the dynamics of a system is influenced by the growth of honeybees and the parasitism of mites, we study a nonlinear honeybee-mite population model in a discrete-time setup. We observe that an increase in the value of the queen’s egg-laying rate drives the system towards chaos. However, chaos can be controlled as well if the parasite attachment effect is increased. The intrinsic dynamical properties of the proposed system are investigated with the simultaneous variation of the queen’s egg-laying rate and the mite’s parasite attachment effect by constructing several largest Lyapunov exponent and isoperiodic diagrams. The investigation reveals the existence of several periodic structures in the quasiperiodic and chaotic regimes of the parameter plane, including Arnold tongues, saddle area, spring area, connected shrimp-shaped structure, and connected saddle area. We also find the appearance of a novel ‘jellyfish’-shaped periodic structure. One of the most fascinating findings of this study is the appearance of Arnold tongues along the inner boundary region of another Arnold tongue. In addition, this work also reveals different types of multistability, e.g., the coexistence of two, three, and even four attractors. What is more interesting is that the current analysis unveils the coexistence of five attractors as well, more specifically, four different periodic attractors coexist with the trivial fixed point attractor, which is quite rare in ecological systems. The structures of the basins of these coexisting attractors are either smooth or very complex in nature. Furthermore, the present study also discloses the fact that variation in the initial condition of the system can significantly change the appearance of the periodic structures in the parameter plane.

蜜蜂对生态系统的稳定、生物多样性的保护以及农作物的授粉都有着重要影响。然而,在过去的几年里,蜜蜂的数量和蜂群都急剧减少。研究发现,寄生螨虫 Varroa destructor 是造成全球蜜蜂数量减少的原因,而蜜蜂数量的减少又会极大地影响一个国家的经济增长。为了研究蜜蜂的增长和螨虫的寄生对系统动态的影响,我们研究了离散时间设置下的非线性蜜蜂-螨虫种群模型。我们发现,蜂王产卵率值的增加会使系统趋于混乱。然而,如果寄生虫的附着效应增加,混乱也能得到控制。通过构建几个最大的李雅普诺夫指数和等周期图,研究了同时改变蜂王产卵率和螨虫寄生虫附着效应的拟议系统的内在动态特性。研究发现,在参数平面的准周期和混沌状态下存在几种周期结构,包括阿诺德舌、鞍区、弹簧区、连接虾形结构和连接鞍区。我们还发现了一种新颖的 "水母 "形周期结构。这项研究最吸引人的发现之一是沿着另一个阿诺德舌的内部边界区域出现了阿诺德舌。此外,这项工作还揭示了不同类型的多稳定性,例如两个、三个甚至四个吸引子的共存。更有趣的是,目前的分析还揭示了五种吸引子的共存,更具体地说,四种不同的周期吸引子与微不足道的定点吸引子共存,这在生态系统中是非常罕见的。这些共存吸引子的基底结构要么平滑,要么非常复杂。此外,本研究还揭示了一个事实,即系统初始条件的变化会显著改变参数平面上周期性结构的外观。
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引用次数: 0
Nonlinear dynamics and pattern formation in a space–time discrete diffusive intraguild predation model 一个时空离散扩散性群内捕食模型中的非线性动力学和模式形成
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-07-19 DOI: 10.1016/j.physd.2024.134295
Renji Han , Sanaa Moussa Salman

In this paper, the spatiotemporal dynamics and pattern formation of a space–time discrete intraguild predation model with self-diffusion are investigated. The model is obtained by applying a coupled map lattice (CML) method. First, using linear stability analysis, the existence and stability conditions for fixed points are determined. Second, using the center manifold theorem and the bifurcation theory, the occurrence of flip, Neimark-Sacker, and Turing bifurcations are discussed. It is shown that the patterns obtained are results of Turing, flip, and Neimark-Sacker instabilities. Numerical simulations are performed to verify the theoretical analysis and to reveal complex and rich dynamics of the model, such as times series, maximal Lyapunov exponent, bifurcation diagrams, and phase portraits. Interesting patterns like spiral pattern, polygonal pattern, and the combinations of patterns of spiral waves and stripes are formed. The CML model’s results help to understand how a spatially extended, discrete intraguild predation model forms complex patterns. Notably, the continuous reaction–diffusion counterpart of the model under study is incapable of experiencing Turing instability.

本文研究了一个具有自扩散的时空离散群内捕食模型的时空动力学和模式形成。该模型是通过耦合图格(CML)方法得到的。首先,通过线性稳定性分析,确定了固定点的存在和稳定性条件。其次,利用中心流形定理和分岔理论,讨论了翻转、Neimark-Sacker 和图灵分岔的发生。结果表明,所获得的模式是图灵、翻转和奈马克-萨克不稳定性的结果。通过数值模拟验证了理论分析,并揭示了模型复杂而丰富的动态,如时间序列、最大 Lyapunov 指数、分岔图和相位肖像。形成了有趣的模式,如螺旋模式、多边形模式以及螺旋波和条纹模式的组合。CML 模型的结果有助于理解空间扩展的离散群内捕食模型是如何形成复杂模式的。值得注意的是,所研究模型的连续反应-扩散对应模型不可能出现图灵不稳定性。
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引用次数: 0
Deterministic inhomogeneous ratchet in a periodic potential 周期势中的确定性非均质棘轮
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-07-18 DOI: 10.1016/j.physd.2024.134298
Patricia Mary Kharmawlong, Bornesson Kharkongor, S.S. Pohlong, Mangal C. Mahato

We numerically investigate the deterministic dynamics of a one-dimensional particle in a symmetric periodic potential under the influence of an external periodic force. Additionally, we introduce asymmetry into the system by applying a space–time dependent frictional force. A simple physical example of the theoretical problem studied might be the propagation of a longitudinal sound wave in a symmetric periodic system. This leads to compression and rarefaction in the medium, resulting in particles being subjected to a damping force that periodically fluctuates in both space and time. Our objective is to investigate whether, during this process, net particle transport can be achieved within the considered inhomogeneous deterministic ratchet system and explore the necessary conditions for this to occur. We identify the various regimes of particle motion as manifested by the particle mean velocity as a function of the driving force amplitude. There are primarily three regimes: periodic intrawell, periodic interwell, and chaotic regimes observed. Ratchet effect is observed in both the periodic interwell and chaotic regimes; however, our focus lies on studying particle dynamics within the periodic interwell regime and exploring any relation between the constant ensemble-averaged current in that regime and the frequencies of the frictional force and applied external force. Furthermore, we demonstrate multiple dynamical attractors present under certain circumstances in the system analysed.

我们用数值方法研究了对称周期势中的一维粒子在外部周期力影响下的确定性动力学。此外,我们还通过施加与时空相关的摩擦力为系统引入了非对称性。所研究理论问题的一个简单物理例子可能是纵向声波在对称周期系统中的传播。这导致介质的压缩和稀释,使粒子受到在空间和时间上周期性波动的阻尼力的作用。我们的目标是研究在这一过程中,在所考虑的非均质确定性棘轮系统中是否能实现粒子的净传输,并探索实现这一目标的必要条件。我们通过粒子平均速度与驱动力振幅的函数关系,确定了粒子运动的各种状态。主要观察到三种状态:周期性井内状态、周期性井间状态和混沌状态。在周期性井间和混沌状态下都能观察到棘轮效应;然而,我们的重点是研究周期性井间状态下的粒子动力学,并探索该状态下的恒定集合平均电流与摩擦力和外加外力频率之间的关系。此外,我们还证明了所分析的系统在某些情况下存在多种动态吸引子。
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引用次数: 0
On the Katugampola fractional integral and dimensional analysis of the fractal basin boundary for a random dynamical system 论随机动力系统的卡图甘波拉分形积分和分形盆地边界的维度分析
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-07-18 DOI: 10.1016/j.physd.2024.134289
Binyan Yu, Yongshun Liang

In this paper, we mainly investigate the geometric based relationship between the Katugampola fractional calculus and a Weierstrass-type function whose graph can be characterized as a fractal basin boundary for a random dynamical system. Using the potential-theoretic approach with some classical analytical tools, we have derived some kinds of fractal dimensions of the graph of the Katugampola fractional integral of this fractal function. It has been shown that there is a linear relationship between the order of the Katugampola fractional integral and the fractal dimension of the graph of this generalized Weierstrass function. Numerical results have also been provided to corroborate such linear connection.

本文主要研究卡图冈波拉分形微积分与魏尔斯特拉斯(Weierstrass)型函数之间基于几何的关系,该函数的图可以表征为随机动力系统的分形盆地边界。利用势论方法和一些经典分析工具,我们推导出了该分形函数的卡图甘波拉分形积分图的一些分形维数。研究表明,卡图甘波拉分形积分的阶数与这个广义韦尔斯特拉斯函数图形的分形维度之间存在线性关系。数值结果也证实了这种线性关系。
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引用次数: 0
On the constructivity of the variational approach to Arnold’s Diffusion 论阿诺德扩散变分法的构造性
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-07-17 DOI: 10.1016/j.physd.2024.134297
Alessandro Fortunati

The aim of this paper is to discuss the constructivity of the method originally introduced by U. Bessi to approach the phenomenon of topological instability commonly known as Arnold’s Diffusion. By adapting results and proofs from existing works and introducing additional tools where necessary, it is shown how, at least for a (well known) paradigmatic model, it is possible to obtain a rigorous proof on a suitable discrete space, which can be fully implemented on a computer. A selection of explicitly constructed diffusing trajectories for the system at hand is presented in the final section.

本文旨在讨论贝西(U. Bessi)最初提出的方法的构造性,以探讨通常被称为阿诺德扩散(Arnold's Diffusion)的拓扑不稳定性现象。通过改编现有著作中的结果和证明,并在必要时引入额外的工具,本文展示了至少对于一个(众所周知的)范例模型,如何能够在一个合适的离散空间上获得一个严格的证明,并且可以在计算机上完全实现。最后一节介绍了为当前系统明确构建的扩散轨迹。
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引用次数: 0
Long time bounds for coupled KdV equations 耦合 KdV 方程的长时界
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-07-17 DOI: 10.1016/j.physd.2024.134296
Yanlong Fan, Jianjun Liu, Duohui Xiang

In this paper, we consider the coupled KdV equation

ηt+wx+(wη)x+16wxxx=0,wt+ηx+wwx+16ηxxx=0

on T=R/2πZ with initial data of small amplitudes ɛ in Sobolev spaces. If the first three Fourier modes of initial data are of size ɛ1+μ for any 0μ12, we prove that the solutions remain smaller than 2ɛ for a time scale of order ɛ(1+μ) via a normal form transformation. Further, we show this order of time scale is sharp.

在本文中,我们考虑的是耦合 KdV 方程
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引用次数: 0
A stochastic approximation for the finite-size Kuramoto–Sakaguchi model 有限尺寸仓本坂口模型的随机近似值
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-07-15 DOI: 10.1016/j.physd.2024.134292
Wenqi Yue, Georg A. Gottwald

We perform a stochastic model reduction of the Kuramoto–Sakaguchi model for finitely many coupled phase oscillators with phase frustration. Whereas in the thermodynamic limit coupled oscillators exhibit stationary states and a constant order parameter, finite-size networks exhibit persistent temporal fluctuations of the order parameter. These fluctuations are caused by the interaction of the synchronised oscillators with the non-entrained oscillators. We present numerical results suggesting that the collective effect of the non-entrained oscillators on the synchronised cluster can be approximated by a Gaussian process. This allows for an effective closed evolution equation for the synchronised oscillators driven by a Gaussian process which we approximate by a two-dimensional Ornstein–Uhlenbeck process. Our reduction reproduces the stochastic fluctuations of the order parameter and leads to a simple stochastic differential equation for the order parameter.

我们对具有相位挫折的有限多个耦合相位振荡器的仓本-阪口模型进行了随机模型还原。在热力学极限中,耦合振荡器表现出静止状态和恒定的阶次参数,而有限大小的网络则表现出持续的阶次参数时间波动。这些波动是由同步振荡器与非约束振荡器的相互作用引起的。我们给出的数值结果表明,非约束振荡器对同步集群的集体影响可以用高斯过程来近似。这就为我们用二维奥恩斯坦-乌伦贝克过程近似表示的高斯过程驱动的同步振荡器提供了一个有效的封闭演化方程。我们的还原再现了阶次参数的随机波动,并为阶次参数引出了一个简单的随机微分方程。
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引用次数: 0
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Physica D: Nonlinear Phenomena
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