Shot noise perturbations and mean first passage times between stable states.

Predicting crossings between stable states is a central issue in population biology. Crossings from low-density to high-density equilibria are often associated with pest outbreaks, while the opposite crossings are often associated with population collapse of harvested species. Here I use a simple, bistable model to demonstrate a technique for estimating mean first passage times (MFPT) of thresholds, including boundaries between stable equilibria. The approach is based on stochastic "shot-noise" perturbations to the population and the MFPTs compare favorably with mean crossing times from Monte Carlo numerical solutions of the stochastically perturbed model. This agreement suggests that MFPT approximations can be used to quantify expected effects of species manipulations, whether the goal is pest control or sustainable harvest.

[1]  H. S. Crawford,et al.  PREDATION BY BIRDS ON SPRUCE BUDWORM CHORISTONEURA FUMIFERANA: FUNCTIONAL, NUMERICAL, AND TOTAL RESPONSES' , 1989 .

[2]  A. D. Roos,et al.  Direct experimental evidence for alternative stable states: a review , 2005 .

[3]  S. Carpenter,et al.  Catastrophic shifts in ecosystems , 2001, Nature.

[4]  V. Isham,et al.  Probabilistic modelling of water balance at a point: the role of climate, soil and vegetation , 1999, Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[5]  K. Frank,et al.  Contemporary management issues confronting fisheries science , 2001 .

[6]  M. Lewis,et al.  Biological Control Through Intraguild Predation: Case Studies in Pest Control, Invasive Species and Range Expansion , 2007, Bulletin of mathematical biology.

[7]  René Lefever,et al.  Noise-Induced Transitions: Theory and Applications in Physics, Chemistry, and Biology , 2007 .

[8]  Karin Johst,et al.  Does Red Noise Increase or Decrease Extinction Risk? Single Extreme Events versus Series of Unfavorable Conditions , 2006, The American Naturalist.

[9]  Emanuel Parzen,et al.  Stochastic Processes , 1962 .

[10]  Simon A. Levin,et al.  Ecology: Achievement and Challenge , 2001 .

[11]  C. Mitchell,et al.  Release of invasive plants from fungal and viral pathogens , 2003, Nature.

[12]  Irene A. Stegun,et al.  Handbook of Mathematical Functions. , 1966 .

[13]  R. Abell,et al.  Overfishing of Inland Waters , 2005 .

[14]  A. D. de Roos,et al.  Impact of Intraguild Predation and Stage Structure on Simple Communities along a Productivity Gradient , 2001, The American Naturalist.

[15]  Stephen R. Carpenter,et al.  EUTROPHICATION DUE TO PHOSPHORUS RECYCLING IN RELATION TO LAKE MORPHOMETRY, TEMPERATURE, AND MACROPHYTES , 2005 .

[16]  Steven H. Strogatz,et al.  Nonlinear Dynamics and Chaos , 2024 .

[17]  P. Hickley Invasion by zander and the management of fish stocks , 1986 .

[18]  Donald Ludwig,et al.  Optimal Harvesting of a Randomly Fluctuating Resource. II: Numerical Methods and Results , 1979 .

[19]  W. Rheinboldt,et al.  Generalized hypergeometric functions , 1968 .

[20]  William H. Press,et al.  Numerical recipes in C , 2002 .

[21]  K. Gross,et al.  Alternative states and positive feedbacks in restoration ecology. , 2004, Trends in ecology & evolution.

[22]  L Ridolfi,et al.  Mean first passage times of processes driven by white shot noise. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.

[23]  Audrey L. Mayer,et al.  Fisher Information and dynamic regime changes in ecological systems , 2006 .

[24]  C. S. Holling,et al.  Qualitative Analysis of Insect Outbreak Systems: The Spruce Budworm and Forest , 1978 .

[25]  Gideon Weiss,et al.  Shot noise models for the generation of synthetic streamflow data , 1977 .

[26]  Yaneer Bar-Yam,et al.  Dynamics Of Complex Systems , 2019 .

[27]  J. McNamara,et al.  Measurement error and estimates of population extinction risk , 2004 .

[28]  Eric Renshaw Modelling biological populations in space and time , 1990 .

[29]  C. W. Gardiner,et al.  Handbook of stochastic methods - for physics, chemistry and the natural sciences, Second Edition , 1986, Springer series in synergetics.

[30]  W. E. Ricker,et al.  Big Effects from Small Causes: Two Examples from Fish Population Dynamics , 1963 .

[31]  M. Rietkerk,et al.  Self-Organized Patchiness and Catastrophic Shifts in Ecosystems , 2004, Science.

[32]  Hongli Wang,et al.  Alternative attractors in marine ecosystems: A comparative analysis of fishing effects , 2006 .

[33]  Greg Dwyer,et al.  Immigration events dispersed in space and time: Factors affecting invasion success , 2007 .

[34]  W. Root,et al.  An introduction to the theory of random signals and noise , 1958 .

[35]  Stephen R. Carpenter,et al.  Alternate states of ecosystems: evidence and some implications. , 2001 .

[36]  Stephen R. Carpenter,et al.  Regime shifts in lake ecosystems : pattern and variation , 2003 .

[37]  J. Fieberg Role of Parameter Uncertainty in Assessing Harvest Strategies , 2004 .