Modelling Complex Ecological Dynamics
Title | Modelling Complex Ecological Dynamics PDF eBook |
Author | Fred Jopp |
Publisher | Springer Science & Business Media |
Pages | 400 |
Release | 2011-02-11 |
Genre | Science |
ISBN | 3642050298 |
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.
A Practical Guide to Ecological Modelling
Title | A Practical Guide to Ecological Modelling PDF eBook |
Author | Karline Soetaert |
Publisher | Springer Science & Business Media |
Pages | 376 |
Release | 2008-10-14 |
Genre | Science |
ISBN | 1402086245 |
Mathematical modelling is an essential tool in present-day ecological research. Yet for many ecologists it is still problematic to apply modelling in their research. In our experience, the major problem is at the conceptual level: proper understanding of what a model is, how ecological relations can be translated consistently into mathematical equations, how models are solved, steady states calculated and interpreted. Many textbooks jump over these conceptual hurdles to dive into detailed formulations or the mathematics of solution. This book attempts to fill that gap. It introduces essential concepts for mathematical modelling, explains the mathematics behind the methods, and helps readers to implement models and obtain hands-on experience. Throughout the book, emphasis is laid on how to translate ecological questions into interpretable models in a practical way. The book aims to be an introductory textbook at the undergraduate-graduate level, but will also be useful to seduce experienced ecologists into the world of modelling. The range of ecological models treated is wide, from Lotka-Volterra type of principle-seeking models to environmental or ecosystem models, and including matrix models, lattice models and sequential decision models. All chapters contain a concise introduction into the theory, worked-out examples and exercises. All examples are implemented in the open-source package R, thus taking away problems of software availability for use of the book. All code used in the book is available on a dedicated website.
Ecological Modelling and Ecophysics
Title | Ecological Modelling and Ecophysics PDF eBook |
Author | Hugo Fort |
Publisher | |
Pages | 0 |
Release | 2024-04-22 |
Genre | Science |
ISBN | 9780750361606 |
This book focuses on use-inspired basic science by connecting theoretical methods and mathematical developments in ecology with practical real-world problems, either in production or conservation.
Ecological Modeling
Title | Ecological Modeling PDF eBook |
Author | William E. Grant |
Publisher | John Wiley & Sons |
Pages | 178 |
Release | 2011-08-26 |
Genre | Science |
ISBN | 1444359932 |
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
Ecological Models and Data in R
Title | Ecological Models and Data in R PDF eBook |
Author | Benjamin M. Bolker |
Publisher | Princeton University Press |
Pages | 408 |
Release | 2008-07-21 |
Genre | Computers |
ISBN | 0691125228 |
Introduction and background; Exploratory data analysis and graphics; Deterministic functions for ecological modeling; Probability and stochastic distributions for ecological modeling; Stochatsic simulation and power analysis; Likelihood and all that; Optimization and all that; Likelihood examples; Standar statistics revisited; Modeling variance; Dynamic models.
Ecological Modelling Applied to Entomology
Title | Ecological Modelling Applied to Entomology PDF eBook |
Author | Cláudia P. Ferreira |
Publisher | Springer |
Pages | 266 |
Release | 2014-10-20 |
Genre | Science |
ISBN | 3319068776 |
Insects, when studied from the ecological perspective, provide a great opportunity for scientific studies emphasizing population theory. The simple fact of being successful organisms for their ability to colonize different habitats or even for their high reproductive potential, increases the interest of ecologists in conducting studies focused on population and community level. Mathematical models are powerful tools that can capture the essence of many biological systems and investigate ecological patterns associated to ecological stability dependent on endogenous and exogenous factors. This proposal comes from the idea of adding experiences of researchers interested in working at the interface between mathematical and computation theory and problems centered on entomology, showing how mathematical modelling can be an important tool for understanding population dynamics, behavior, pest management, spatial structure and conservation.
Introduction to Ecological Modelling
Title | Introduction to Ecological Modelling PDF eBook |
Author | Mike Gillman |
Publisher | Wiley-Blackwell |
Pages | 216 |
Release | 1997-04-21 |
Genre | Science |
ISBN | 9780632036349 |
At present, most books on ecological modelling rely on very complex mathematics, resulting in students and researchers shying away from investigating the potential uses of ecological models and their methods of construction. This new book aims to open up this exciting area to a much wider audience. Assuming only basic mathematical knowledge, the text uses case studies to show how a relatively small set of techniques of model construction can be used in a wide range of important applications. Researchers will find it an invaluable guide to using ecological models in their work. Uses case studies to clearly demonstrate the applications of ecological models. Avoids complex mathematics. A practical how-to guide for ecological researchers. Sample ecological models available via this web site.