Modeling Behavior and Population Dynamics
Seabirds, Seals, and Marine Iguanas
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Beschreibung
This monograph summarizes several decades of collaborations between ecologists and mathematicians, presenting novel applications in biological modeling. The authors are among the first researchers to pioneer the use of dynamical systems models to successfully describe and predict animal behavior in relation to environmental changes. The text highlights the biological and mathematical techniques used in the research, including three main components: 1) large data sets on natural populations in the field; 2) mathematical models rigorously tied to data, which describe, explain, and predict behavioral dynamics in relation to environmental variables; and 3) simplified, proof-of-concept models to probe dynamic mechanisms, suggest testable hypotheses, and allow study of the consequences of environmental change and evolving traits. It is a suitable text for field ecologists interested in the modeling procedures and conclusions addressed therein, as well as mathematicians interested inapplications to population, ecological, and evolutionary dynamics.
This monograph summarizes several decades of collaborations between ecologists and mathematicians, presenting novel applications in biological modeling. The authors are among the first researchers to pioneer the use of dynamical systems models to successfully describe and predict animal behavior in relation to environmental changes. The text highlights the biological and mathematical techniques used in the research, including three main components: 1) large data sets on natural populations in the field; 2) mathematical models rigorously tied to data, which describe, explain, and predict behavioral dynamics in relation to environmental variables; and 3) simplified, proof-of-concept models to probe dynamic mechanisms, suggest testable hypotheses, and allow study of the consequences of environmental change and evolving traits. It is a suitable text for field ecologists interested in the modeling procedures and conclusions addressed therein, as well as mathematicians interested inapplications to population, ecological, and evolutionary dynamics.
Presents unique modeling of dynamical systems for animal behavior in vertebrates Written in accessible style for both mathematicians and ecologists Incorporates realistic models linked to field data
Autor*in
Jim M. Cushing
Themen in »Modeling Behavior and Population Dynamics«
marine animals mathematical ecology dynamical systems evolutionary game theory discrete-time models
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"This outstanding monograph makes a forceful case that mathematical and empirical rigour can be successfully combined to explain complex behaviours of often fragile populations, impacted strongly by human industry. ... it should be of interest both to applied mathematicians looking to apply their work to more urgent hypothesis-driven science, and field ecologists who are looking for examples of how to build models of quantitative, accurate models of behaviour using relatively simple and deterministic mathematical tools.” (Chay Paterson, zbMATH 1554.92002, 2025)
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