Main Title |
Modelling Complex Ecological Dynamics An Introduction into Ecological Modelling for Students, Teachers & Scientists / [electronic resource] : |
Type |
EBOOK |
Author |
Jopp, Fred.
|
Other Authors |
|
Publisher |
Springer Berlin Heidelberg, |
Year Published |
2011 |
Call Number |
QH540-549.5 |
ISBN |
9783642050299 |
Subjects |
Life sciences ;
Ecology ;
Landscape ecology ;
Conservation biology
|
Internet Access |
|
Collation |
XVII, 397p. 131 illus. online resource. |
Notes |
Due to license restrictions, this resource is available to EPA employees and authorized contractors only |
Contents Notes |
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. 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. |
Place Published |
Berlin, Heidelberg |
Corporate Au Added Ent |
SpringerLink (Online service) |
Host Item Entry |
Springer eBooks |
PUB Date Free Form |
2011 |
BIB Level |
m |
Medium |
computer |
Content |
text |
Carrier |
online resource |
Cataloging Source |
OCLC/T |
OCLC Time Stamp |
20130725204408 |
Language |
eng |
Origin |
SPRINGER |
Type |
EBOOK |
OCLC Rec Leader |
03908nam a22004815i 45 |