9 research outputs found
Host movement, transmission hot spots, and vector-borne disease dynamics on spatial networks
We examine how spatial heterogeneity combines with mobility network structure
to influence vector-borne disease dynamics. Specifically, we consider a
Ross-Macdonald-type disease model on spatial locations that are coupled by
host movement on a strongly connected, weighted, directed graph. We derive a
closed form approximation to the domain reproduction number using a Laurent
series expansion, and use this approximation to compute sensitivities of the
basic reproduction number to model parameters. To illustrate how these results
can be used to help inform mitigation strategies, as a case study we apply
these results to malaria dynamics in Namibia, using published cell phone data
and estimates for local disease transmission. Our analytical results are
particularly useful for understanding drivers of transmission when mobility
sinks and transmission hot spots do not coincide.Comment: A few minor notation typos. 1) Figure 1, N_{i} corrected to
N_{i}^{h}. 2) Typo in vector equations, system 2.1. N_{i} corrected to
N_{i}^{h} and I_{i} corrected to I_{i}^{h} 3) On page 10, \mu_{v,i} corrected
to \mu{i}^{v
Global dynamics of two population models with spatial heterogeneity
Mathematical models provide powerful tools to explain and predict population dynamics.
A central problem is to study the long-term behavior of modeling systems.
The patch models and reaction-diffusion models are widely applied to describe spatial
heterogeneity and habitat connectivity.
Basic reproduction number Râ‚€ plays an important role in mathematical biology.
In epidemiology, Râ‚€ stands for the expected number of secondary cases produced in
a completely susceptible population by a typical infective individual. The value of
Râ‚€ can determines the persistence or extinction of population. Nowadays, characterizing
the basic reproduction number due to the effects of parameters becomes very
significant for predicting and controlling disease transmission.
This thesis consists of three chapters. In Chapter 1, we investigate the effect
of spatial heterogeneity on the basic reproduction number for an SIS epidemic patch
model, and compute Râ‚€ numerically to show the influence of the spatial heterogeneity
and movement. Chapter 2 is devoted to the study of the global dynamics of a reaction diffusion model arising from the dynamics of a kind of mosquitos named A. aegypti in
Brazil. We first prove the global existence and boundedness of the solutions. Secondly,
we establish the threshold type dynamics in terms of the basic reproduction ratio Râ‚€.
In Chapter 3, we briefly summarize the main results and present some future works