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Modelling Complex Ecological Dynamics

2011-02-11 Science
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Release : 2011-02-11
Genre : Science
Kind : eBook
Book Rating : 298/5 ( reviews)

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Book Synopsis Modelling Complex Ecological Dynamics by : Fred Jopp

Download or read book Modelling Complex Ecological Dynamics written by Fred Jopp. This book was released on 2011-02-11. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Modelling Complex Ecological Dynamics

2011-02-14
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Release : 2011-02-14
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Kind : eBook
Book Rating : 480/5 ( reviews)

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Book Synopsis Modelling Complex Ecological Dynamics by : Fred Jopp

Download or read book Modelling Complex Ecological Dynamics written by Fred Jopp. This book was released on 2011-02-14. Available in PDF, EPUB and Kindle. Book excerpt:

Marine Ecosystem Dynamics Models: Construction, Application And Development

2023-09-13 Science
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Release : 2023-09-13
Genre : Science
Kind : eBook
Book Rating : 228/5 ( reviews)

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Book Synopsis Marine Ecosystem Dynamics Models: Construction, Application And Development by : Honghua Shi

Download or read book Marine Ecosystem Dynamics Models: Construction, Application And Development written by Honghua Shi. This book was released on 2023-09-13. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the fundamental theories, methodologies and case studies of marine ecosystem modeling with a special focus on marine ecological dynamics that could provide scientists and researchers with a stabile and reliabile technical framework to study marine life and their developments.This book also clarifies the research objective and model classification methods of marine ecosystem dynamics research and analyzes the key marine ecological processes that affect modeling. The technical framework for improving the performance of modeling is also proposed, and the latest progress in research, as well as existing difficulties and challenges in end-to-end dynamics models are reviewed and analyzed. A dimensionality reduction theorem is established and derived for analyzing the stability of the solutions of a class of self-conserving marine ecosystem dynamic models. Also included in this work are several new types of marine ecosystem dynamics models constructed by modern computing methods — including artificial neural networks, cellular automata, and statistical dynamics — and case studies.This book is a suitable reference for professional and technical personnel, managers and graduate students specializing in the evolution mechanism, simulation, predication and regulation of marine ecosystems.

Ecological Modeling

2011-08-26 Science
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Release : 2011-08-26
Genre : Science
Kind : eBook
Book Rating : 932/5 ( reviews)

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Book Synopsis Ecological Modeling by : William E. Grant

Download or read book Ecological Modeling written by William E. Grant. This book was released on 2011-08-26. Available in PDF, EPUB and Kindle. Book excerpt: Ecological Modeling:A Commonsense Approach to Theory and Practice explores how simulation modeling and its new ecological applications can offer solutions to complex natural resource management problems. This is a practical guide for students, teachers, and professional ecologists. Examines four phases of the modeling process: conceptual model formulation, quantitative model specification, model evaluation, and model use Provides useful building blocks for constructing systems simulation models Includes a format for reporting the development and use of simulation models Offers an integrated systems perspective for students, faculty, and professionals Features helpful insights from the author, gained over 30 years of university teaching "I can strongly recommend the book as textbook for all courses in population dynamic modeling particularly when the course is planned for the second or third year of a bachelor study in ecology, environmental science or ecological engineering. It uncovers very clearly for the readers the scientific idea and thinking behind modeling and all the necessary steps in the development of models." Ecological Modeling Journal, 2009

Understanding Complex Ecosystem Dynamics

2015-06-03 Science
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Release : 2015-06-03
Genre : Science
Kind : eBook
Book Rating : 636/5 ( reviews)

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Book Synopsis Understanding Complex Ecosystem Dynamics by : William S. Yackinous

Download or read book Understanding Complex Ecosystem Dynamics written by William S. Yackinous. This book was released on 2015-06-03. Available in PDF, EPUB and Kindle. Book excerpt: Understanding Complex Ecosystem Dynamics: A Systems and Engineering Perspective takes a fresh, interdisciplinary perspective on complex system dynamics, beginning with a discussion of relevant systems and engineering skills and practices, including an explanation of the systems approach and its major elements. From this perspective, the author formulates an ecosystem dynamics functionality-based framework to guide ecological investigations. Next, because complex system theory (across many subject matter areas) is crucial to the work of this book, relevant network theory, nonlinear dynamics theory, cellular automata theory, and roughness (fractal) theory is covered in some detail. This material serves as an important resource as the book proceeds. In the context of all of the foregoing discussion and investigation, a view of the characteristics of ecological network dynamics is constructed. This view, in turn, is the basis for the central hypothesis of the book, i.e., ecological networks are ever-changing networks with propagation dynamics that are punctuated, local-to-global, and perhaps most importantly fractal. To analyze and fully test this hypothesis, an innovative ecological network dynamics model is defined, designed, and developed. The modeling approach, which seeks to emulate features of real-world ecological networks, does not make a priori assumptions about ecological network dynamics, but rather lets the dynamics develop as the model simulation runs. Model analysis results corroborate the central hypothesis. Additional important insights and principles are suggested by the model analysis results and by the other supporting investigations of this book – and can serve as a basis for going-forward complex system dynamics research, not only for ecological systems but for complex systems in general. - Provides a fresh interdisciplinary perspective, offers a broad integrated development, and contains many new ideas - Clearly explains the elements of the systems approach and applies them throughout the book - Takes on the challenging and open issues of complex system network dynamics - Develops and utilizes a new, innovative ecosystem dynamics modeling approach - Contains over 135 graphic illustrations to help the reader visualize and understand important concepts

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