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The Effects of Stochasticity on Pattern Formation in a Space- and Time-Discrete Predator–Prey System with Strong Allee Effect in the Prey

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Abstract

The effects of demographic and environmental noise on the vital dynamics and spatial pattern formation are studied for a predator–prey system with strong Allee effect in the prey species. Time and space are taken discrete. It is shown that noise can promote extinction depending on the growth and interaction parameters as well as the noise type and amplitude. The extinction risk increases with the noise amplitude; however, the environmental and demographic noise can have different effects on the risk of extinction. In space, the spatial structures obtained are blurred versions of the deterministic ones in most scenarios. In particular, the complex spatial structures that appear in the parameter domains where the deterministic local dynamics leads to extinction are robust to the density-dependent stochastic fluctuations but are disrupted with environmental noise.

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References

  • Allen JC, Schaffer WM, Rosko D (1993) Chaos reduces species extinction by amplifying local population noise. Nature 364:229–232

    Article  Google Scholar 

  • Bashkirtseva I, Ryashko L (2018) Noise-induced shifts in the population model with a weak Allee effect. Phys A 491:28–36

    Article  MathSciNet  MATH  Google Scholar 

  • Blomberg C (2006) Fluctuations for good and bad: the role of noise in living systems. Phys Life Rev 3:133–161

    Article  Google Scholar 

  • Brännström A, Sumpter DJT (2005) Coupled map lattice approximations for spatially explicit individual-based models of ecology. Bull Math Biol 67:663–682

    Article  MathSciNet  MATH  Google Scholar 

  • Brännström A, Sumpter DJT (2006) Stochastic analogues of deterministic single-species population models. Theor Popul Biol 69:442–451

    Article  MATH  Google Scholar 

  • Carlos C, Braumann CA (2017) General population growth models with Allee effects in a random environment. Ecol Complex 30:26–33

    Article  Google Scholar 

  • Comins HN, Hassell MP, May RM (1992) The spatial dynamics of host-parasitoid systems. J Animal Ecol 61:735–748

    Article  Google Scholar 

  • Courchamp F, Clutton-Brock T, Grenfell B (1999) Inverse density dependence and the Allee effect. Trends Ecol Evol 14:405–410

    Article  Google Scholar 

  • Courchamp F, Berec L, Gascoigne J (2008) Allee effects in ecology and conservation. Oxford University Press, Oxford

    Book  Google Scholar 

  • Dennis B, Assas L, Elaydi S, Kwessi E, Livadiotis G (2016) Allee effects and resilience in stochastic populations. Theor Ecol 9:323–335

    Article  MATH  Google Scholar 

  • Dennis B (2002) Allee effects in stochastic populations. Oikos 96:389–401

    Article  Google Scholar 

  • Dennis B, Taper ML (1994) Density dependence in time series observations of natural populations: estimation and testing. Ecol Monogr 64:205–224

    Article  Google Scholar 

  • Engen S, Bakke O, Islam A (1998) Demographic and environmental stochasticity—concepts and definitions. Biometrics 54:840–846

    Article  MATH  Google Scholar 

  • Engen S, Lande R, Saether B-E (2003) Demographic stochasticity and Allee effects in populations with two sexes. Ecology 84(9):2378–2386

    Article  Google Scholar 

  • Goodsman DW, Koch D, Whitehouse C, Evenden M, Cooke B, Lewis MA (2016) Aggregation and a strong Allee effect in a cooperative outbreak insect. Ecol Appl 26(8):2623–2636

    Article  Google Scholar 

  • Halley JM, Iwasa Y (1998) Extinction rate of a population under both demographic and environmental stochasticity. Theor Popul Biol 53:1–15

    Article  MATH  Google Scholar 

  • Hanski I (1991) Single-species metapopulation dynamics: concepts, models and observations. Biol J Linnean Soc 42:17–38

    Article  Google Scholar 

  • Hassell MP, Comins HN, May RM (1991) Spatial structure and chaos in insect population dynamics. Nature 353:255–258

    Article  Google Scholar 

  • Heino M, Sabadell M (2003) Influence of coloured noise on the extinction risk in structured population models. Biol Conserv 110:315–325

    Article  Google Scholar 

  • Kot M, Lewis MA, van der Driessche P (1996) Dispersal data and the spread of invading organisms. Ecology 77:2027–2042

    Article  Google Scholar 

  • Kramer AM, Dennis B, Liebhold AM, Drake JM (2009) The evidence for Allee effects. Popul Ecol 51:341–354

    Article  Google Scholar 

  • Lewis MA, Kareiva P (1993) Allee dynamics and the spread of invading organisms. Theor Popul Biol 43(2):141–158

    Article  MATH  Google Scholar 

  • Malchow H, Hilker FM, Petrovskii SV (2004) Noise and productivity dependence of spatiotemporal pattern formation in a prey-predator system. Discret Continuous Dyn Syst B 4(3):705–711

    Article  MathSciNet  MATH  Google Scholar 

  • Malchow H, Petrovskii SV, Medvinsky AB (2001) Pattern formation in models of plankton dynamics. A synthesis. Oceanol Acta 24(5):479–487

    Article  Google Scholar 

  • Malchow H, Petrovskii S, Venturino E (2008) Spatiotemporal patterns in ecology and epidemiology: theory, models, simulations. Mathematical and computational biology series. Chapman & Hall / CRC Press, Boca Raton

    MATH  Google Scholar 

  • Meinhardt H (1982) Models of biological pattern formation. Academic Press, London

    Google Scholar 

  • Melbourne BA, Hastings A (2008) Extinction risk depends strongly on factors contributing to stochasticity. Nature 454:100–103

    Article  Google Scholar 

  • Mistro DC, Rodrigues LAD, Petrovskii S (2012) Spatiotemporal complexity of biological invasion in a space- and time-discrete predator-prey system with the strong Allee effect. Ecol Complex 9:16–32

    Article  Google Scholar 

  • Morales JM (1999) Viability in a pink environment: why ”white noise” models can be dangerous. Ecol Lett 2:228–232

    Article  Google Scholar 

  • Morozov A, Petrovskii S, Li B-L (2006) Spatiotemporal complexity of patchy invasion in a predator-prey system with the Allee effect. J Theor Biol 238(1):18–35

    Article  MathSciNet  Google Scholar 

  • Okubo A, Levin SA (2001) Diffusion and ecological problems: modern perspectives, 2nd edn. Springer, New York

    Book  MATH  Google Scholar 

  • Petrovskii SV, Malchow H (1999) A minimal model of pattern formation in a prey–predator system. Math Comput Model 29:49–63

    Article  MathSciNet  MATH  Google Scholar 

  • Petrovskii SV, Malchow H (2001) Wave of chaos: New mechanism of pattern formation in spatiotemporal population dynamics. Theor Popul Biol 59:157–174

    Article  MATH  Google Scholar 

  • Petrovskii S, Morozov A, Venturino E (2002) Allee effect makes possible patchy invasion in a predator–prey system. Ecol Lett 5(3):345–352

    Article  Google Scholar 

  • Ripa J, Lundberg P (1996) Noise colour and the risk of population extinctions. Proc R Soc Lond B 263:1751–1753

    Article  Google Scholar 

  • Rodrigues LAD, Mistro DC, Petrovskii S (2011) Pattern formation, long-term transients, and the Turing–Hopf bifurcation in a space- and time-discrete predator-prey system. Bull Math Biol 73:1812–1840

    Article  MathSciNet  MATH  Google Scholar 

  • Rodrigues LAD, Mistro DC, Petrovskii S (2012) Pattern formation in a space- and time-discrete predator-prey system with strong Allee effect. Theor Ecol 5:341–362

    Article  Google Scholar 

  • Rodrigues LAD, Varriale MC, Godoy WAC, Mistro DC (2013) Spatiotemporal dynamics of an insect population in response to chemical substances. Ecol Complex 16:51–58

    Article  Google Scholar 

  • Segel LA, Jackson JL (1972) Dissipative structure: an explanation and an ecological example. J Theor Biol 37:545–559

    Article  Google Scholar 

  • Stephens PA, Sutherland WJ (1999) Consequences of the Allee effect for behaviour, ecology and conservation. Trends Ecol Evol 14:401405

    Article  Google Scholar 

  • Stephens PA, Sutherland WJ, Freckleton RP (1999) What is the Allee effect? Oikos 87:185–190

    Article  Google Scholar 

  • Taylor CM, Hastings A (2005) Allee effects in biological invasions. Ecol Lett 8(8):895–908

    Article  Google Scholar 

  • Teixeira Alves M, Hilker FM (2017) Hunting cooperation and Allee effects in predators. J Theor Biol 419:13–22

    Article  MathSciNet  MATH  Google Scholar 

  • Veit RR, Lewis MA (1996) Dispersal, population growth and the Allee effect: dynamics of the house finch invasion of eastern North America. Am Nat 148(2):255–274

    Article  Google Scholar 

  • Wang M-H, Kot M (2001) Speeds of invasion in a model with strong or weak Allee effects. Math Biosci 171:83–97

    Article  MathSciNet  MATH  Google Scholar 

  • Wang M-H, Kot M, Neubert MG (2002) Integrodifference equations, Allee effects, and invasions. J Math Biol 44:150–168

    Article  MathSciNet  MATH  Google Scholar 

  • White SM, White KAJ (2005) Relating coupled map lattices to integro-difference equations: dispersal-driven instabilities in coupled map lattices. J Theor Biol 235:463–475

    Article  MathSciNet  Google Scholar 

  • Wichmann MC, Johst K, Schwager M, Blasius B, Jeltsch F (2005) Extinction risk, coloured noise and scaling of variance. Theor Popul Biol 68:29–40

    Article  MATH  Google Scholar 

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Acknowledgements

This research was supported by FAPERGS through Edital FAPERGS 012/2013 processes 0414-2551/14-0.

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Correspondence to Diomar Cristina Mistro.

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Marques, J.C., Malchow, H., Rodrigues, L.A.D. et al. The Effects of Stochasticity on Pattern Formation in a Space- and Time-Discrete Predator–Prey System with Strong Allee Effect in the Prey. Bull Math Biol 81, 1369–1393 (2019). https://doi.org/10.1007/s11538-018-00539-z

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  • DOI: https://doi.org/10.1007/s11538-018-00539-z

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