Spatial Populations with seed-bank: renormalisation on the hierarchical group
Abstract
We consider a system of interacting diffusions labeled by a geographic space that is given by the hierarchical group of order . Individuals live in colonies and are subject to resampling and migration as long as they are active. Each colony has a seed-bank into which individuals can retreat to become dormant, suspending their resampling and migration until they become active again. The migration kernel has a hierarchical structure: individuals hop between colonies at a rate that depends on the hierarchical distance between the colonies. The seed-bank has a layered structure: when individuals become dormant they acquire a colour that determines the rate at which they become active again. The latter allows us to model seed-banks whose wake-up times have a fat tail. We analyse a system of coupled stochastic differential equations that describes the population in the large-colony-size limit. For fixed , the system exhibits a dichotomy between coexistence and clustering. We identify the range of parameters controlling the migration and the seed-bank for which clustering prevails. We carry out a multi-scale renormalisation analysis in the hierarchical mean-field limit . We show that block averages on hierarchical space-time scale perform a diffusion with a renormalised diffusion function that depends on . In the clustering regime, after an appropriate scaling with , this diffusion function converges to the Fisher-Wright diffusion function as , irrespective of the diffusion function controlling the resampling. For several subclasses of parameters we identify the speed at which the scaled renormalised diffusion function converges to the Fisher-Wright diffusion as . We show that the seed-bank reduces the speed compared to the model without seed-bank.
Keywords
Cite
@article{arxiv.2110.02714,
title = {Spatial Populations with seed-bank: renormalisation on the hierarchical group},
author = {Andreas Greven and Frank den Hollander and Margriet Oomen},
journal= {arXiv preprint arXiv:2110.02714},
year = {2021}
}
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167 pages