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     Textbook

Modelling Complex Ecological Dynamics

   An Introduction into Ecological Modelling for Students, Teachers & Scientists
     * Textbook
     * © 2011

Overview

   Editors:

          + [12]Fred Jopp^[13]0,
          + [14]Hauke Reuter^[15]1,
          + [16]Broder Breckling^[17]2

    1. Fred Jopp
         1. Department of Biology, University of Miami, Coral Gables, USA
       [18]View editor publications
       You can also search for this editor in [19]PubMed   [20]Google Scholar
    2. Hauke Reuter
         1. , Ökologische Modellierung, Leibniz-Zentrum für Marine Tropenökologi,
            Bremen, Germany
       [21]View editor publications
       You can also search for this editor in [22]PubMed   [23]Google Scholar
    3. Broder Breckling
         1. AG Allgemeine und Theoretische Ökologie, Universität Bremen, Bremen,
            Germany
       [24]View editor publications
       You can also search for this editor in [25]PubMed   [26]Google Scholar

     * Offers a comprehensive overview of methods, approaches and applications of
       modelling in ecology
     * Includes cases from different parts of the world
     * Leading specialists explore different biomes and explore their interaction of
       different types of organisms
     * Includes supplementary material: [27]sn.pub/extras

     * 79k Accesses
     * 92 [28]Citations
     * 4 [29]Altmetric

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Table of contents (24 chapters)

    1.

Front Matter
       Pages i-xvii
       [37]Download chapter PDF
    2.

Introduction
         1.

Front Matter
            Pages 1-1
            [38]Download chapter PDF
         2.

[39]Backgrounds and Scope of Ecological Modelling: Between Intellectual Adventure and
Scientific Routine
               o Broder Breckling, Fred Jopp, Hauke Reuter
            Pages 3-12
         3.

[40]What Are the General Conditions Under Which Ecological Models Can be Applied?
               o Felix Müller, Broder Breckling, Fred Jopp, Hauke Reuter
            Pages 13-28
         4.

[41]Historical Background of Ecological Modelling and Its Importance for Modern Ecology
               o Broder Breckling, Fred Jopp, Hauke Reuter
            Pages 29-40
    3.

Modelling Techniques and Approaches
         1.

Front Matter
            Pages 41-41
            [42]Download chapter PDF
         2.

[43]System Analysis and Context Assessment
               o Broder Breckling, Fred Jopp, Hauke Reuter
            Pages 43-54
         3.

[44]Steady State Models of Ecological Systems: EcoPath Approach to Mass-Balanced System
Descriptions
               o Matthias Wolff, Marc Taylor
            Pages 55-66
         4.

[45]Ordinary Differential Equations
               o Broder Breckling, Fred Jopp, Hauke Reuter
            Pages 67-91
         5.

[46]Partial Differential Equations
               o Michael Sieber, Horst Malchow
            Pages 93-103
         6.

[47]Cellular Automata in Ecological Modelling
               o Broder Breckling, Guy Pe'er, Yiannis G. Matsinos
            Pages 105-117
         7.

[48]Leslie Matrices
               o Dagmar Söndgerath
            Pages 119-132
         8.

[49]Modelling Ecological Processes with Fuzzy Logic Approaches
               o Agnese Marchini
            Pages 133-145
         9.

[50]Grammar-Based Models and Fractals
               o Winfried Kurth, Dirk Lanwert
            Pages 147-161
        10.

[51]Individual-Based Models
               o Hauke Reuter, Broder Breckling, Fred Jopp
            Pages 163-178
        11.

[52]Modelling Species' Distributions
               o Carsten F. Dormann
            Pages 179-196
        12.

[53]Decision Trees in Ecological Modelling
               o Marko Debeljak, Saso Dzeroski
            Pages 197-209
    4.

Application Fields, Case Studies and Examples
         1.

Front Matter
            Pages 211-213
            [54]Download chapter PDF
         2.

[55]Neutral Models and the Analysis of Landscape Structure
               o Robert H. Gardner
            Pages 215-229
         3.

[56]Stage-Structured Integro-Differential Models: Application to Invasion Ecology
               o Aurélie Garnier, Jane Lecomte
            Pages 231-240

     * [57]1
     * [58]2
     * Next page

   [59]Back to top

Keywords

     * [60]ABM
     * [61]Agent-based Models
     * [62]Cellular Automata
     * [63]Cellular Automaton
     * [64]Complex
     * [65]Complexity
     * [66]Data Mining
     * [67]Dynamical
     * [68]Dynamics
     * [69]Ecological
     * [70]Ecology
     * [71]Expert-Systems
     * [72]Fuzzy Logic
     * [73]Geo-Ecology
     * [74]Habitat Suitability Models
     * [75]IBM
     * [76]Individual-based Model
     * [77]Invasion Models
     * [78]Landscape Ecology
     * [79]Landscape Management
     * [80]Learning how to model
     * [81]Leslie-Matrices
     * [82]Model Coupling
     * [83]Model Validation
     * [84]Modeling
     * [85]Modeling Concepts
     * [86]Modeling in Ecology
     * [87]Modelling
     * [88]Modelling Concepts
     * [89]Modelling in Ecology
     * [90]Nature Conservation
     * [91]ODE
     * [92]Ordinary-Differential Equations
     * [93]PDE
     * [94]Partial-Differential Equations
     * [95]Sensitivity Analysis
     * [96]Space in Ecology
     * [97]Spatially-Explicit
     * [98]Steady-State models
     * [99]Tree-Decisions Models
     * [100]Variabilities
     * [101]Variability
     * [102]Variables

About this book

   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.

Reviews

   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)

Editors and Affiliations

     * Department of Biology, University of Miami, Coral Gables, USA
       Fred Jopp
     * , Ökologische Modellierung, Leibniz-Zentrum für Marine Tropenökologi, Bremen,
       Germany
       Hauke Reuter
     * AG Allgemeine und Theoretische Ökologie, Universität Bremen, Bremen, Germany
       Broder Breckling

About the editors

   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)

Bibliographic Information

     * Book Title: Modelling Complex Ecological Dynamics
     * Book Subtitle: An Introduction into Ecological Modelling for Students,
       Teachers & Scientists
     * Editors: Fred Jopp, Hauke Reuter, Broder Breckling
     * DOI: https://doi.org/10.1007/978-3-642-05029-9
     * Publisher: Springer Berlin, Heidelberg
     * eBook Packages: [103]Biomedical and Life Sciences, [104]Biomedical and Life
       Sciences (R0)
     * Copyright Information: Springer-Verlag Berlin Heidelberg 2011
     * Softcover ISBN: 978-3-642-05028-2Published: 04 March 2011
     * eBook ISBN: 978-3-642-05029-9Published: 11 February 2011
     * Edition Number: 1
     * Number of Pages: XVII, 397
     * Number of Illustrations: 131 b/w illustrations
     * Topics: [105]Ecology, [106]Theoretical Ecology/Statistics, [107]Conservation
       Biology/Ecology, [108]Landscape Ecology

Publish with us

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