Research article Special Issues

Spatio-temporal Bazykin’s model with space-time nonlocality

  • Received: 06 May 2020 Accepted: 08 July 2020 Published: 10 July 2020
  • This work deals with a reaction-diffusion model for prey-predator interaction with Bazykin's reaction kinetics and a nonlocal interaction term in prey growth. The kernel of the integral characterizes nonlocal consumption of resources and depends on space and time. Linear stability analysis determines the conditions of the emergence of Turing patterns without and with nonlocal term, while weakly nonlinear analysis allows the derivation of amplitude equations. The bifurcation analysis and numerical simulation carried out in this work reveal the existence of stationary and dynamic patterns appearing due to the loss of stability of the coexistence homogeneous steady-state.

    Citation: Swadesh Pal, Malay Banerjee, Vitaly Volpert. Spatio-temporal Bazykin’s model with space-time nonlocality[J]. Mathematical Biosciences and Engineering, 2020, 17(5): 4801-4824. doi: 10.3934/mbe.2020262

    Related Papers:

  • This work deals with a reaction-diffusion model for prey-predator interaction with Bazykin's reaction kinetics and a nonlocal interaction term in prey growth. The kernel of the integral characterizes nonlocal consumption of resources and depends on space and time. Linear stability analysis determines the conditions of the emergence of Turing patterns without and with nonlocal term, while weakly nonlinear analysis allows the derivation of amplitude equations. The bifurcation analysis and numerical simulation carried out in this work reveal the existence of stationary and dynamic patterns appearing due to the loss of stability of the coexistence homogeneous steady-state.


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    [1] A. M. Turing, The chemical basis of morphogenesis, Phil. Trans. R Soc. Lond. B, 237 (1952), 37-72.
    [2] J. M. Fryxell, P. Lundberg, Individual Behavior and Community Dynamics, Chapman & Hall, 1998.
    [3] M. P. Hassel, The Spatial and Temporal Dynamics of Host-Parasitoid Interactions, Oxford Univ. Press, UK, 2000.
    [4] A. R. E. Sinclair, J. M. Fryxell, G. Caughley, Wildlife Ecology, Conservation, and Management, 2nd edition, Blackwell Publishing, Oxford, 2006.
    [5] G. F. Gause, The Strugle for Existence, Williams and Wilkins, Baltimore, USA, 1935.
    [6] L. L. Luckinbill, Coexistence in laboratory populations of Paramecium aurelia and its predator Didinium nasutum, Ecology, 54 (1973), 1320-1327.
    [7] L. L. Luckinbill, The effects of space and enrichment on a predator-prey system, Ecology, 55 (1974), 1142-1147.
    [8] M. Banerjee, S. Petrovskii, Self-organized spatial patterns and chaos in a ratio-dependent predator-prey system, Theor. Ecol., 4 (2011), 37-53.
    [9] D. L. Benson, P. K. Maini, J. Sherratt, Pattern formation in reaction-diffusion models with spatially inhomogeneous diffusion coefficients, Math. Comp. Model., 17 (1993), 29-34.
    [10] J. A. Sherratt, B. T. Eagan, M. Lewis, Oscillations and chaos behind predator-prey invasion: mathematical artifact or ecological reality?, Phil. Trans. R Soc. Lond. B, 357 (1997), 21-38.
    [11] J. Huisman, F. J. Weissing, Biodiversity of plankton by oscillations and chaos, Nature, 402 (1999), 407-410.
    [12] S. A. Levin, L. A. Segel, Hypothesis for origin of planktonic patchiness, Nature, 259 (1976), 659-659.
    [13] C. A. Klausmeier, Regular and irregular patterns in semiarid vegetation, Science, 284 (1999), 1826-1828.
    [14] A. Medvinsky, S. Petrovskii, I. Tikhonova, H. Malchow, B. L. Li, Spatiotemporal complexity of plankton and fish dynamics, SIAM Rev., 44 (2002), 311-370.
    [15] S. V. Petrovskii, A. Y. Morozov, E. Venturino, Allee effect makes possible patchy invasion in predator-prey system, Ecol. Lett., 5 (2002), 345-352.
    [16] N. Shigesada, K. Kawasaki, Biological Invasions: Theory and Practice, Oxford University Press, Oxford, 1997.
    [17] S. V. Petrovskii, H. Malchow, A minimal model of pattern formation in a prey-predator system, Math. Comp. Model., 29 (1999), 49-63.
    [18] S. V. Petrovskii, H. Malchow, Wave of chaos: new mechanism of pattern formation in spatio-temporal population dynamics, Theor. Pop. Biol., 59 (2001), 157-174.
    [19] X. Zhang, G. Sun, Z. Jin, Spatial dynamics in a predator-prey model with Beddington-DeAngelis functional response, Phys. Rev. E, 85 (2012), 021924.
    [20] R. S. Cantrell, C. Cosner, Spatial Ecology via Reaction-diffusion Equations, Wiley, London, 2003.
    [21] J. D. Murray, Mathematical Biology II, Heidelberg, Springer-Verlag, 2002.
    [22] V. Volpert, Elliptic partial differential equations. Vol. 2. Reaction-diffusion equations, Birkhauser, Heidelberg, New York, 2014.
    [23] M. Banerjee, S. Banerjee, Turing instabilities and spatio-temporal chaos in ratio dependent Holling-Tanner model, Math. Biosci., 236 (2012), 64-76.
    [24] P. Feng, Dynamics and pattern formation in a modified Leslie-Gower model with Allee effect and Bazykin functional response, Int. J. Biomath., 10 (2017), 1750073.
    [25] A. Morozov, S. Petrovskii, B. L. Li, Spatio-temporal complexity of patchy invasion in a predator-prey system with the Allee effect, J. Theor. Biol., 238 (2006), 18-35.
    [26] V. Volpert, S. Petrovskii, Reaction-diffusion waves in biology, Phys. Life Rev., 6 (2009), 267-310.
    [27] M. Kot, Elements of Mathematical Biology, Cambridge University Press, Cambridge, 2001.
    [28] K. Manna, M. Banerjee, Stability of Hopf-bifurcating limit cycles in a diffusion-driven prey-predator system with Allee effect and time delay, Math. Biosci. Eng., 16 (2019), 2411-2446.
    [29] M. Banerjee, V. Volpert, Spatio-temporal pattern formation in Rosenzweig-MacArthur model: Effect of nonlocal interactions, Ecol. Compl., 30 (2017), 2-10.
    [30] M. Banerjee, V. Volpert Prey-predator model with a nonlocal consumption of prey, Chaos, 26 (2016), 083120.
    [31] S. M. Merchant, W. Nagata, Selection and stability of wave trains behind predator invasions in a model with non-local prey competition, IMA J. Appl. Math., 80 (2015), 1155-1177.
    [32] S. Pal, S. Ghorai, M. Banerjee, Effect of Kernels on Spatio-Temporal Patterns of a Non-Local Prey-Predator Model, Math. Biosci., 310 (2019), 96-107.
    [33] A. Bayliss, V. A. Volpert, Complex predator invasion waves in a Holling-Tanner model with nonlocal prey interaction, Phys. D, 346 (2017), 37-58.
    [34] B. L. Segal, V. A. Volpert, A. Bayliss, Pattern formation in a model of competing populations with nonlocal interactions, Phys. D, 253 (2013), 12-22.
    [35] M. C. Tanzy, V. A. Volpert, A. Bayliss, M. E. Nehrkorn, Stability and pattern formation for competing populations with asymmetric nonlocal coupling, Math. Biosci., 246 (2013), 14-26.
    [36] N. F. Britton, Aggregation and the competitive exclusion principle, J. Theor. Biol., 136 (1989), 57-66.
    [37] S. Pal, S. Ghorai, M. Banerjee, Analysis of a prey predator model with nonlocal interaction in the prey population, Bull. Math. Biol., 80 (2018), 906-925.
    [38] A. D. Bazykin, A. I. Khibnik, B. Krauskopf, Nonlinear Dynamics of Interacting Populations, World Scientific Publishing, Singapore, 1998.
    [39] A. Mcgehee, N. Schutt, D. A. Vasquez, E. Peacock-Lopez, Bifurcations, and temporal and spatial patterns of a modified Lotka-Volterra model, Int. J. Bif. Chaos, 18 (2008), 2223-2248.
    [40] J. Billingham, Dynamics of a strongly nonlocal reaction-diffusion population model, Nonlinearity, 17 (2004), 313.
    [41] K. Manna, V. Volpert, M. Banerjee, Dynamics of a Diffusive Two-Prey-One-Predator Model with Nonlocal Intra-Specific Competition for Both the Prey Species, Mathematics, 8 (2020), 101.
    [42] S. Genieys, N. Bessonov, V. Volpert, Mathematical model of evolutionary branching, Math. Comp. Model., 49 (2009), 2109-2115.
    [43] N. F. Britton, Spatial structures and periodic traveling waves in an integro-differential reaction-diffusion population model, SIAM J. Appl. Math., 50 (1990), 1663-1688.
    [44] S. A. Gourley, N. F. Britton, A predator-prey reaction-diffusion system with nonlocal effects, J. Math. Biol., 34 (1996), 297-333.
    [45] M. Sen, M. Banerjee, Rich global dynamics in a prey-predator model with Allee effect and density dependent death rate of predator, Int. J. Bif. Chaos, 25 (2015), 1530007.
    [46] V. Volterra, Remarques sur la note de M. Regnier er Mlle. Lambin (Etude d'un cas d'antagonisme microbien), C. R. Acad. Sci., 199 (1934), 1684-1686.
    [47] S. Ruan, Delay differential equations in single species dynamics. In "Delay Differential Equations with Applications', O. Arnio, M. Hbid and E. Ait Dads (Eds.)', NATO Sci. Series II: Maths. Phys. Chem, 205 (2006), 477-517.
    [48] J. Wei, L. Tian, J. Zhou, Z. Zhen, J. Xu, Existence and asymptotic behavior of traveling wave fronts for a food-limited population model with spatio-temporal delay, Japan J. Indust. Appl. Math., 34 (2017), 305-320.
    [49] S. Yuan, C. Xu, T. Zhang, Spatial dynamics in a predator-prey model with herd behavior, Chaos, 23 (2013), 033102.
    [50] S. Ruan, Absolute stability, conditional stability and bifurcation in Kolmogorov type predator-prey systems with discrete delays, Q. Appl. Math., 59 (2001), 159-173.
    [51] S. Ruan, On nonlinear dynamics of predator-prey models with discrete delay, Math. Model. Nat. Phenom., 24 (2009), 140-188.
    [52] P. J. Wangersky, W. J. Cunningham, Time lag in prey-predator population models, Ecology, 38 (1957), 136-139.
    [53] M. Banerjee, S. Ghorai, N. Mukherjee, Study of cross-diffusion induced Turing patterns in a ratio-dependent prey-predator model via amplitude equations, Appl. Math. Model., 55 (2018), 383-399.
    [54] M. Banerjee, Y. Takeuchi, Maturation delay for the predators can enhance stable coexistence for a class of prey-predator models, J. Theor. Biol., 412 (2017), 154-171.
    [55] M. C. Cross, P. C. Hohenberg, Pattern formation outside of equilibrium, Rev. Mod. Phys., 65 (1993), 851-1112.
    [56] B. S. Han, Y. H. Yang, On a predator-prey reaction-diffusion model with nonlocal effects, Comm. Nonlin. Sci. Num. Simul., 46 (2017), 49-61,.
    [57] N. Mukherjee, S. Ghorai, M. Banerjee, Detection of Turing patterns in a three species food chain model via amplitude equation, Comm. Nonlin. Sci. Num. Simu., 69 (2019), 219-236,.
    [58] W. Ni, J. Shi, M. Wang, Global stability and pattern formation in a nonlocal diffusive Lotka-Volterra competition model, J. Diff. Equ., 264 (2018), 6891-6932.
    [59] S. Pal, S. Ghorai, M. Banerjee, Effects of Boundary Conditions on Pattern Formation in a Nonlocal Prey-Predator Model, Appl. Math. Model., 79 (2020), 809-823.
    [60] V. Volpert, Pulses and waves for a bistable nonlocal reaction-diffusion equation, Appl. Math. Lett., 44 (2015), 21-25.
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