Lévy Processes, Saltatory Foraging, and Superdiffusion

J. F. Burrow ¹   ; P. D. Baxter ²   ; J. W. Pitchford ^{1 ,  3}

¹ Department of Mathematics and York Centre for Complex Systems Analysis, University of York, York, UK
² Department of Statistics, University of Leeds, Leeds, UK
³ Department of Biology, University of York, York, UK

Mathematical modelling of natural phenomena, Tome 3 (2008) no. 3, pp. 115-130

Résumé

It is well established that resource variability generated by spatial patchiness and turbulence is an important influence on the growth and recruitment of planktonic fish larvae. Empirical data show fractal-like prey distributions, and simulations indicate that scale-invariant foraging strategies may be optimal. Here we show how larval growth and recruitment in a turbulent environment can be formulated as a hitting time problem for a jump-diffusion process. We present two theoretical results. Firstly, if jumps are of a fixed size and occur as a Poisson process (embedded within a drift-diffusion), recruitment is effectively described by a diffusion process alone. Secondly, in the absence of diffusion, and for “patchy” jumps (of negative binomial size with Pareto inter-arrivals), the encounter process becomes superdiffusive. To synthesise these results we conduct a strategic simulation study where “patchy” jumps are embedded in a drift-diffusion process. We conclude that increasingly Lévy-like predator foraging strategies can have a significantly positive effect on recruitment at the population level.

Détail

DOI : 10.1051/mmnp:2008060