McGrane-Corrigan, Blake (2024) Coupled Models of Structured Ecological Systems: Patch Dynamics, Population Demography, and Stochastic Interactions. PhD thesis, National University of Ireland Maynooth.
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Abstract
In order to study their temporal dynamics, the size, density or abundance of populations are
often monitored over discrete time steps. Many of these populations tend to have internal
structure or interconnections that affect individuals at various spatiotemporal scales, such
as developmental stages, resource preferences, group interactions and movement. In this
thesiswe are mainly concerned with modelling the dynamics of such structured populations
in discrete-time, from both deterministic and stochastic perspectives. In Chapter 1 we
motivate the problems we are interested in throughout this thesis. In Chapter 2 we give
some technical background needed in order for this thesis to be reasonably self-contained.
In Chapter 3we discuss various existing frameworks and results within the literature related
to structured population models, while also demonstrating how matrix stability plays an
important role in understanding such systems. In Chapter 4 we propose a costless, densitydependent
invasion model, where a population moves between two resources. We explore
some of the properties of this model, both theoretically and numerically, in the context of
a species expanding its habitat or range. We then apply this model to an pest case study in
order to further understand how host switching can affect long-term population viability.
In Chapter 5 we propose a model of costly, density-dependent dispersal between a finite
number of regions. We study its stability and persistence properties, and numerically show
howit relates to various source-sink scenarios. In Chapter 6we focus on deriving sufficient
conditions for the stability of the extinction equilibrium for coupled linear time-invariant
systems, which is robust under diffusive couplings, so-called robust diffusive stability
(RDS). This model corresponds to demographically-structured populations diffusively
dispersing between habitats, such as species migration for example. We discuss the role
of the existence/nonexistence of copositive, quadratic and diagonal Lyapunov functions in
determining RDS. We then discuss the anithesis of RDS, diffusive growth. Throughout,
we apply our results to some commonly used matrix population models. In Chapter
7 we propose a stochastic model that aims to capture the interactions between animal
groups within a social population. We conduct simulation scenarios and fit this model to
real-world data, to show its applicability. We then discuss the findings of this model fit
in the context of ecological theory. We derive an approximation to the marginal group
correlation for a simpler model, which describes their net interactions over an observation
period. We then theoretically discuss its interpretation in multiple predator-prey scenarios.
Finally, in Chapter 8, we conclude by discussing various extensions and open questions
suggested by the results presented throughout this thesis.
Item Type: | Thesis (PhD) |
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Keywords: | Coupled Models; Structured Ecological Systems; Patch Dynamics; Population Demography; Stochastic Interactions; |
Academic Unit: | Faculty of Science and Engineering > Mathematics and Statistics |
Item ID: | 19952 |
Depositing User: | IR eTheses |
Date Deposited: | 06 Jun 2025 14:13 |
URI: | https://mural.maynoothuniversity.ie/id/eprint/19952 |
Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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