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9783642050480: Modelling Complex Ecological Dynamics: An Introduction into Ecological Modelling for Students, Teachers & Scientists

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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.

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Altre edizioni note dello stesso titolo

9783642050282: Modelling Complex Ecological Dynamics: An Introduction into Ecological Modelling: An Introduction into Ecological Modelling for Students, Teachers & Scientists

Edizione in evidenza

ISBN 10:  364205028X ISBN 13:  9783642050282
Casa editrice: Springer, 2011
Brossura