Modelling Complex Ecological Dynamics: An Introduction into Ecological Modelling for Students, Teachers...

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Melanie Trexler Fred Jopp

Modelling Complex Ecological Dynamics

Name: Modelling Complex Ecological Dynamics
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ISBN: 9783642050282

An Introduction into Ecological Modelling for Students, Teachers & Scientists

Melanie Trexler, Fred Jopp, Sven Erik Jørgensen , Hauke Reuter

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English

Springer-Verlag Berlin and Heidelberg GmbH & Co. K
04 March 2011

Ecological science, the Biosphere; Plant ecology; Conservation of the environment

Model development is of vital importance for understanding and management of ecological processes. Identifying the complex relationships between ecological patterns and processes is a crucial task. Ecological modelling—both qualitatively and quantitatively—plays a vital role in analysing ecological phenomena and for ecological theory. This textbook provides a unique overview of modelling approaches. Representing the state-of-the-art in modern ecology, it shows how to construct and work with various different model types. It introduces the background of each approach and its application in ecology. Differential equations, matrix approaches, individual-based models and many other relevant modelling techniques are explained and demonstrated with their use. The authors provide links to software tools and course materials. With chapters written by leading specialists, “Modelling Complex Ecological Dynamics” is an essential contribution to expand the qualification of students, teachers and scientists alike.

Foreword by: Sven Erik Jørgensen, Donald DeAngelis
Drawings by: Melanie Trexler
Edited by: Fred Jopp, Hauke Reuter
Imprint: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Country of Publication: Germany
Edition: 2011 ed.
Dimensions: Height: 235mm, Width: 155mm, Spine: 21mm
Weight: 635g
ISBN: 9783642050282
ISBN 10: 364205028X
Pages: 397
Publication Date: 04 March 2011
Audience: Primary & secondary/elementary & high school , Educational: Primary & Secondary
Format: Paperback
Publisher's Status: Active

Introduction; Theoretical backgrounds: Scope and general definitions used in ecological modelling; What are the general conditions, under which models can be applied?; History of ecological modelling, and modern developments.- Modelling Techniques and Approaches; Context assessment and Systems analysis; Steady State Models of Ecological Systems; Ordinary Differential Equations; Partial Differential Equations Cellular Automata; Leslie-Matrices; Fuzzy Sets; L-Systems, and Fractals; Agent- and Individual-based Models; Modelling landscape dynamics and Habitat Suitability; Decision trees and data mining.- Application fields, case studies and examples; Conceptual and theoretical models (Analysing Landscape Structure using Neutral Models); Case Studies: Application of ecological models in management (Coral-Algae-Interaction; Stage-structured invasion models; Trophic Cascades and Food Web Stability in Fish Communities of the Everglades); Case Studies: Model Coupling and Multi-scale issues (Bio-Physical Models: An Evolving Tool in Marine Ecological Research; Potentials of GIS – Model Coupling; Modelling the Everglades Ecosystem).- Strategies of model development; Model validation, Parameter estimation, Sensitivity Analysis.

Editors: Fred Jopp (University of Miami, USA) Hauke Reuter (Leibniz Center for Tropical Marine Ecology, Bremen, Germany) Broder Breckling (University of Bremen, Germany) Authors: Esther M. Borell (The Interuniversity Institute (IUI) for Marine Sciences, Eilat, Israel) Broder Breckling (University of Bremen, Germany) Donald L DeAngelis (University of Miami, USA) Marko Debeljak (Jozef Stefan Institute, Ljubljana, Slovenia) Carsten F. Dormann (Helmholtz Centre for Environmental Research, Leipzig, Germany) Saso Dzeroski (Jozef Stefan Institute, Ljubljana, Slovenia) Alejandro Gallego (Marine Scotland, Aberdeen, UK) Robert H. Gardner (University of Maryland, Frostburg, USA) Aurélie Garnier (Office National de la Chasse et de la Faune Sauvage, Nantes, France) Fred Jopp (University of Miami, USA) Sven Erik Jørgensen (University of Copenhagen, Denmark) Dietmar Kraft (University of Oldenburg, Germany) Andreas Kubicek (Leibniz Center for Tropical Marine Ecology, Bremen, Germany) Winfried Kurth (University of Göttingen, Germany) Christoph Lange (Fraunhofer MEVIS, Bremen, Germany) Dirk Lanwert (University of Göttingen, Germany) Jane Lecomte (Université Paris-Sud 11, France) Horst Malchow (University of Osnabrück, Germany) Agnese Marchini (University of Pavia, Italy) Yiannis G Matsinos (University of the Aegean, Grecce) Felix Müller (University of Kiel, Germany) Søren Nors Nielsen (Copenhagen, Denmark) Guy Pe'er (Helmholtz Centre for Environmental Research, Leipzig, Germny) Hauke Reuter (Leibniz Center for Tropical Marine Ecology, Bremen, Germany) Michael Sieber (University of Osnabrück, Germany) Dagmar Söndgerath (TU Braunschweig, Germany) Marc Taylor (Alfred Wegener Institute, Bremerhaven, Germany) Joel C. Trexler (Florida International University, Miami, USA) Gerd Weigmann (FU Berlin, Germany) Matthias Wolff (Leibniz Center for Tropical Marine Ecology, Bremen, Germany)

Reviews for Modelling Complex Ecological Dynamics: An Introduction into Ecological Modelling for Students, Teachers & Scientists

From the reviews: This book is an edited collection of short chapters describing the variety and uses of mathematical models. Chapter authors ... present a diversity of perspectives on modeling. ... it is an overview of the purposes and types of models. ... more valuable for those already familiar with one type of modeling who want to develop a broader understanding of ecological models. Summing Up ... . Graduate students, researchers/faculty, and professionals. (M. P. Gustafson, Choice, Vol. 49 (6), February, 2012) Comprehensive knowledge in ecological modelling is thus essential in modern ecology and the edited textbook 'Modelling Complex Ecological Dynamics' (MCED) provides an excellent overview on the development and the state-of-the-art in this wide scientific field that goes far beyond classic or simple method application. ... a must read for graduate students, teachers and scientists in ecology. (Rainer Waldhardt, Basic and Applied Ecology, Vol. 13 (5), August, 2012)