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This book is an introduction to the dynamics of reaction-diffusion
systems, with a focus on fronts and stationary spatial patterns.
Emphasis is on systems that are non-standard in the sense that
either the transport is not simply classical diffusion (Brownian
motion) or the system is not homogeneous. A important feature is
the derivation of the basic phenomenological equations from the
mesoscopic system properties. Topics addressed include transport
with inertia, described by persistent random walks and hyperbolic
reaction-transport equations and transport by anomalous diffusion,
in particular subdiffusion, where the mean square displacement
grows sublinearly with time. In particular reaction-diffusion
systems are studied where the medium is in turn either spatially
inhomogeneous, compositionally heterogeneous or spatially discrete.
Applications span a vast range of interdisciplinary fields and the
systems considered can be as different as human or animal groups
migrating under external influences, population ecology and
evolution, complex chemical reactions, or networks of biological
cells. Several chapters treat these applications in detail.
This book presents the fundamental theory for non-standard
diffusion problems in movement ecology. Levy processes and
anomalous diffusion have shown to be both powerful and useful tools
for qualitatively and quantitatively describing a wide variety of
spatial population ecological phenomena and dynamics, such as
invasion fronts and search strategies. Adopting a self-contained,
textbook-style approach, the authors provide the elements of
statistical physics and stochastic processes on which the modeling
of movement ecology is based and systematically introduce the
physical characterization of ecological processes at the
microscopic, mesoscopic and macroscopic levels. The explicit
definition of these levels and their interrelations is particularly
suitable to coping with the broad spectrum of space and time scales
involved in bio-ecological problems. Including numerous exercises
(with solutions), this text is aimed at graduate students and
newcomers in this field at the interface of theoretical ecology,
mathematical biology and physics.
Random walks often provide the underlying mesoscopic mechanism for
transport phenomena in physics, chemistry and biology. In
particular, anomalous transport in branched structures has
attracted considerable attention. Combs are simple caricatures of
various types of natural branched structures that belong to the
category of loopless graphs. The comb model was introduced to
understand anomalous transport in percolation clusters. Comb-like
models have been widely adopted to describe kinetic processes in
various experimental applications in medical physics and
biophysics, chemistry of polymers, semiconductors, and many other
interdisciplinary applications.The authors present a random walk
description of the transport in specific comb geometries, ranging
from simple random walks on comb structures, which provide a
geometrical explanation of anomalous diffusion, to more complex
types of random walks, such as non-Markovian continuous-time random
walks. The simplicity of comb models allows to perform a rigorous
analysis and to obtain exact analytical results for various types
of random walks and reaction-transport processes.
This book presents the fundamental theory for non-standard
diffusion problems in movement ecology. Levy processes and
anomalous diffusion have shown to be both powerful and useful tools
for qualitatively and quantitatively describing a wide variety of
spatial population ecological phenomena and dynamics, such as
invasion fronts and search strategies. Adopting a self-contained,
textbook-style approach, the authors provide the elements of
statistical physics and stochastic processes on which the modeling
of movement ecology is based and systematically introduce the
physical characterization of ecological processes at the
microscopic, mesoscopic and macroscopic levels. The explicit
definition of these levels and their interrelations is particularly
suitable to coping with the broad spectrum of space and time scales
involved in bio-ecological problems. Including numerous exercises
(with solutions), this text is aimed at graduate students and
newcomers in this field at the interface of theoretical ecology,
mathematical biology and physics.
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