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Individual-based Modeling and Ecology
Individual-based Modeling and Ecology
[8]Volker Grimm
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[16]Biology
Individual-based Modeling and Ecology
* [17]Volker Grimm and [18]Steven F. Railsback
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* [19]Princeton Series in Theoretical and Computational Biology
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Individual-based models are an exciting and widely used new tool for ecology.
These computational models allow scientists to explore the mechanisms through
which population and ecosystem ecology arises from how individuals interact with
each other and their environment. This book provides the first in-depth treatment
of individual-based modeling and its use to develop theoretical understanding of
how ecological systems work, an approach the authors call "individual-based
ecology.?
Grimm and Railsback start with a general primer on modeling: how to design models
that are as simple as possible while still allowing specific problems to be
solved, and how to move efficiently through a cycle of pattern-oriented model
design, implementation, and analysis. Next, they address the problems of theory
and conceptual framework for individual-based ecology: What is "theory"? That is,
how do we develop reusable models of how system dynamics arise from
characteristics of individuals? What conceptual framework do we use when the
classical differential equation framework no longer applies? An extensive review
illustrates the ecological problems that have been addressed with
individual-based models. The authors then identify how the mechanics of building
and using individual-based models differ from those of traditional science, and
provide guidance on formulating, programming, and analyzing models. This book
will be helpful to ecologists interested in modeling, and to other scientists
interested in agent-based modeling.
Volker Grimm is a Senior Researcher at the UFZ Centre for Environmental Research
Leipzig-Halle and Lecturer at the University of Potsdam. Steven F. Railsback is a
consulting scientist and Adjunct Professor of Mathematics at Humboldt State
University.
"The authors establish an effective and coherent framework for using
individual-based modelling".--Nikita Y. Ratanov, Mathematical Reviews
"An excellent book, which aims to invigorate individual-based modeling . . . by
providing a clear theoretical framework for the subject--which they term
individual-based ecology (IBE)--and a step-by-step guide to creating
individual-based models (IBMs) within this framework. . . . I think this is a
very timely book, and I recommend it to anyone new or old to the
subject".--Richard Stillman, Quarterly Review of Biology
"The book very successfully link[s] various 'universes' ranging from fundamental
concepts in ecology and complex systems research to hands-on technical and
recipe-like suggestions on how to build a model, illustrated with numerous,
well-chosen examples".--Janine Bolliger, Landscape Ecology
"For anyone who wants to know more about and possibly incorporate IBMs in his own
research, this book provides plenty of advice and guidance on how to formulate,
analyze, and use such models. If IBMs do ultimately reach the potential
envisioned by the authors, their seminal book will have done much to contribute
to that success".--Jim M. Cushing, Zentralblatt MATH
"This book establishes an effective and coherent conceptual and technical
framework for individual-based modeling with the objective to develop and
illustrate an approach for addressing how individual behaviors and system
dynamics emerge from lower-level traits".--Janine Bolliger, Landscape Ecology
"Given the solid conceptual foundation of the book and the wide range of IBM
applications in fish ecology, I think that many fish biologists will find this
book very useful and I recommend it warmly".--Geir Huse, Fish and Fisheries
"This seminal book truly deserves to be called the founding text for the growing
field of individual-based modeling and the broader program of individual-based
ecology. Core procedures and standards for formulating, parameterizing, testing,
and communicating such models have long been lacking. Even the basic definitions
have been missing. In one stroke, Grimm and Railsback provide all of those
things. Thus, individual-based modeling now has a foundation no less firm than
the foundation of classical mathematical ecology".--Don DeAngelis, Biological
Resources Division, U.S. Geological Survey, and University of Miami; author of
Dynamics of Nutrient Cycling and Food Webs
Related Books
* [27]How to Do Ecology
How to Do Ecology [28]Richard Karban, [29]Mikaela Huntzinger, and [30]Ian S.
Pearse
* [31]Parasites
Parasites [32]Scott Lyell Gardner, [33]Judy Diamond, and [34]Gabor R. Rácz
* [35]Coexistence in Ecology
Coexistence in Ecology [36]Mark A. McPeek
* [37]Ocean Ecology
Ocean Ecology [38]J. Emmett Duffy
* [39]Scaling in Ecology with a Model System
Scaling in Ecology with a Model System [40]Aaron Ellison and [41]Nicholas J.
Gotelli
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