Individual-based Modeling and Ecology - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Individual-based Modeling and Ecology write by Volker Grimm. This book was released on 2005-07-25. Individual-based Modeling and Ecology available in PDF, EPUB and Kindle. The authors begin their book with a general primer on modelling before addressing the problems of theory and conceptual framework for individual-based ecology. An extensive review illustrates the ecological problems that have been addressed with individual-based models.
Individual-based Modeling and Ecology
Individual-based Modeling and Ecology - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Individual-based Modeling and Ecology write by Volker Grimm. This book was released on 2013-11-28. Individual-based Modeling and Ecology available in PDF, EPUB and Kindle. Individual-based models are an exciting and widely used new tool for ecology. These computational models allow scientists to explore the mechanisms through which population and ecosystem ecology arises from how individuals interact with each other and their environment. This book provides the first in-depth treatment of individual-based modeling and its use to develop theoretical understanding of how ecological systems work, an approach the authors call "individual-based ecology.? Grimm and Railsback start with a general primer on modeling: how to design models that are as simple as possible while still allowing specific problems to be solved, and how to move efficiently through a cycle of pattern-oriented model design, implementation, and analysis. Next, they address the problems of theory and conceptual framework for individual-based ecology: What is "theory"? That is, how do we develop reusable models of how system dynamics arise from characteristics of individuals? What conceptual framework do we use when the classical differential equation framework no longer applies? An extensive review illustrates the ecological problems that have been addressed with individual-based models. The authors then identify how the mechanics of building and using individual-based models differ from those of traditional science, and provide guidance on formulating, programming, and analyzing models. This book will be helpful to ecologists interested in modeling, and to other scientists interested in agent-based modeling.
Individual-based Modeling and Ecology
Individual-based Modeling and Ecology - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Individual-based Modeling and Ecology write by Volker Grimm. This book was released on 2005. Individual-based Modeling and Ecology available in PDF, EPUB and Kindle.
Agent-Based and Individual-Based Modeling
Agent-Based and Individual-Based Modeling - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Agent-Based and Individual-Based Modeling write by Steven F. Railsback. This book was released on 2019-03-26. Agent-Based and Individual-Based Modeling available in PDF, EPUB and Kindle. The essential textbook on agent-based modeling—now fully updated and expanded Agent-Based and Individual-Based Modeling has become the standard textbook on the subject for classroom use and self-instruction. Drawing on the latest version of NetLogo and fully updated with new examples, exercises, and an enhanced text for easier comprehension, this is the essential resource for anyone seeking to understand how the dynamics of biological, social, and other complex systems arise from the characteristics of the agents that make up these systems. Steven Railsback and Volker Grimm lead students stepwise through the processes of designing, programming, documenting, and doing scientific research with agent-based models, focusing on the adaptive behaviors that make these models necessary. They cover the fundamentals of modeling and model analysis, introduce key modeling concepts, and demonstrate how to implement them using NetLogo. They also address pattern-oriented modeling, an invaluable strategy for modeling real-world problems and developing theory. This accessible and authoritative book focuses on modeling as a tool for understanding real complex systems. It explains how to pose a specific question, use observations from actual systems to design models, write and test software, and more. A hands-on introduction that guides students from conceptual design to computer implementation to analysis Filled with new examples and exercises and compatible with the latest version of NetLogo Ideal for students and researchers across the natural and social sciences Written by two leading practitioners Supported by extensive instructional materials at www.railsback-grimm-abm-book.com
Hierarchical Modeling and Inference in Ecology
Hierarchical Modeling and Inference in Ecology - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Hierarchical Modeling and Inference in Ecology write by J. Andrew Royle. This book was released on 2008-10-15. Hierarchical Modeling and Inference in Ecology available in PDF, EPUB and Kindle. A guide to data collection, modeling and inference strategies for biological survey data using Bayesian and classical statistical methods. This book describes a general and flexible framework for modeling and inference in ecological systems based on hierarchical models, with a strict focus on the use of probability models and parametric inference. Hierarchical models represent a paradigm shift in the application of statistics to ecological inference problems because they combine explicit models of ecological system structure or dynamics with models of how ecological systems are observed. The principles of hierarchical modeling are developed and applied to problems in population, metapopulation, community, and metacommunity systems. The book provides the first synthetic treatment of many recent methodological advances in ecological modeling and unifies disparate methods and procedures. The authors apply principles of hierarchical modeling to ecological problems, including * occurrence or occupancy models for estimating species distribution * abundance models based on many sampling protocols, including distance sampling * capture-recapture models with individual effects * spatial capture-recapture models based on camera trapping and related methods * population and metapopulation dynamic models * models of biodiversity, community structure and dynamics Wide variety of examples involving many taxa (birds, amphibians, mammals, insects, plants) Development of classical, likelihood-based procedures for inference, as well as Bayesian methods of analysis Detailed explanations describing the implementation of hierarchical models using freely available software such as R and WinBUGS Computing support in technical appendices in an online companion web site
