Stochastic variability of regular and chaotic dynamics in 2D metapopulation model

Abstract A behavior of metapopulation consisting of two coupled subsystems modeled by the Ricker map is considered. We study how dynamics of the metapopulation changes under increase in the intensity of migration between subpopulations. For the deterministic model, a variety of equilibrium, periodic, quasiperiodic, and chaotic attractors is described. An impact of random disturbances on the behavior of metapopulation is studied both numerically and analytically with the help of confidence domains. A phenomenon of the noise-induced temporal stabilization of the unstable equilibrium is discovered. We point out the special role of transients and fractal riddled basins in the noise-induced transitions from order to chaos.

[1]  V. Anishchenko,et al.  Impact of Noise on the Amplitude Chimera Lifetime in an Ensemble of Nonlocally Coupled Chaotic Maps , 2019, Regular and Chaotic Dynamics.

[2]  Alan Hastings,et al.  Complex interactions between dispersal and dynamics: Lessons from coupled logistic equations , 1993 .

[3]  Romualdo Pastor-Satorras,et al.  Effects of temporal correlations in social multiplex networks , 2016, Scientific Reports.

[4]  Irina Bashkirtseva,et al.  Stochastic sensitivity of the closed invariant curves for discrete-time systems , 2014 .

[5]  Tomasz Kapitaniak,et al.  Network-induced multistability through lossy coupling and exotic solitary states , 2020, Nature Communications.

[6]  K. Aihara,et al.  Crisis-induced intermittency in two coupled chaotic maps: towards understanding chaotic itinerancy. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[7]  Alexander E. Hramov,et al.  Coherence resonance in stimulated neuronal network , 2018 .

[8]  Alexander N. Pisarchik,et al.  Stochastic transitions between in-phase and anti-phase synchronization in coupled map-based neural oscillators , 2020, Commun. Nonlinear Sci. Numer. Simul..

[9]  Sarika Jalan,et al.  Self-organized and driven phase synchronization in coupled map networks , 2003 .

[10]  Alexander N. Pisarchik,et al.  Synchronization: From Coupled Systems to Complex Networks , 2018 .

[11]  Erik Mosekilde,et al.  Multilayered tori in a system of two coupled logistic maps , 2009 .

[12]  E. Slepukhina,et al.  Noise-induced torus bursting in the stochastic Hindmarsh-Rose neuron model. , 2017, Physical review. E.

[13]  Marcelo A. Savi,et al.  Effects of randomness on chaos and order of coupled logistic maps , 2007 .

[14]  L. Ryashko,et al.  Stochastic sensitivity analysis of chaotic attractors in 2D non-invertible maps , 2019, Chaos, Solitons & Fractals.

[15]  W. Ricker Stock and Recruitment , 1954 .

[16]  Edward T. Bullmore,et al.  Modular and Hierarchically Modular Organization of Brain Networks , 2010, Front. Neurosci..

[17]  O. Aydogmus Phase Transitions in a Logistic Metapopulation Model with Nonlocal Interactions , 2017, Bulletin of mathematical biology.

[18]  Thilo Gross,et al.  Dynamics of epidemic diseases on a growing adaptive network , 2017, Scientific Reports.

[19]  Chaotic transients, riddled basins, and stochastic transitions in coupled periodic logistic maps. , 2021, Chaos.

[20]  L. Ryashko,et al.  Stochastic deformations of coupling-induced oscillatory regimes in a system of two logistic maps , 2020 .

[21]  Regular and chaotic regimes in the system of coupled populations , 2020 .

[22]  Mercedes Pascual,et al.  The multilayer nature of ecological networks , 2015, Nature Ecology &Evolution.

[23]  Luigi Fortuna,et al.  Robustness to noise in synchronization of complex networks , 2013, Scientific Reports.

[24]  E. Mosekilde,et al.  TRANSVERSE INSTABILITY AND RIDDLED BASINS IN A SYSTEM OF TWO COUPLED LOGISTIC MAPS , 1998 .

[25]  Impact of sparse inter-layer coupling on the dynamics of a heterogeneous multilayer network of chaotic maps , 2020 .

[26]  A. Lloyd THE COUPLED LOGISTIC MAP : A SIMPLE MODEL FOR THE EFFECTS OF SPATIAL HETEROGENEITY ON POPULATION DYNAMICS , 1995 .

[27]  A. Belyaev,et al.  Stochastic sensitivity of attractors for a piecewise smooth neuron model , 2019, Journal of Difference Equations and Applications.

[28]  L. Ryashko Sensitivity analysis of the noise-induced oscillatory multistability in Higgins model of glycolysis. , 2018, Chaos.

[29]  Jürgen Kurths,et al.  Synchronization - A Universal Concept in Nonlinear Sciences , 2001, Cambridge Nonlinear Science Series.

[30]  B. A. Huberman,et al.  Generic behavior of coupled oscillators , 1984 .

[31]  On control of stochastic sensitivity , 2008 .

[32]  B. Kendall,et al.  Spatial structure, environmental heterogeneity, and population dynamics: analysis of the coupled logistic map. , 1998, Theoretical population biology.

[33]  Abdul-Aziz Yakubu,et al.  Asynchronous and Synchronous Dispersals in Spatially Discrete Population Models , 2008, SIAM J. Appl. Dyn. Syst..

[34]  M. F. Laguna,et al.  Metapopulation oscillations from satiation of predators , 2019, Physica A: Statistical Mechanics and its Applications.

[35]  Alan Hastings,et al.  Sudden Shifts in Ecological Systems: Intermittency and Transients in the Coupled Ricker Population Model , 2008, Bulletin of mathematical biology.

[36]  S. Schreiber,et al.  Multiple Attractors and Long Transients in Spatially Structured Populations with an Allee Effect , 2020, Bulletin of mathematical biology.

[37]  R. Delabays,et al.  Noise-induced desynchronization and stochastic escape from equilibrium in complex networks. , 2018, Physical review. E.