Fundamentals of Ecological Modelling

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Publisher : Elsevier
ISBN 13 : 0444535683
Total Pages : 414 pages
Book Rating : 4.4/5 (445 download)

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Book Synopsis Fundamentals of Ecological Modelling by : S.E. Jorgensen

Download or read book Fundamentals of Ecological Modelling written by S.E. Jorgensen and published by Elsevier. This book was released on 2011-01-10 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fundamentals of Ecological Modelling: Applications in Environmental Management and Research, Fourth Edition, provides a comprehensive discussion of the fundamental principles of ecological modeling. The first two editions of this book (published in 1986 and 1994) focused on the roots of the discipline the four main model types that dominated the field 30-40 years ago: (1) dynamic biogeochemical models; (2) population dynamic models; (3) ecotoxicological models; and (4) steady-state biogeochemical and energy models. The third edition focused on the mathematical formulations of ecological processes that are included in ecological models. This fourth edition uses the four model types previously listed as the foundation and expands the latest model developments in spatial models, structural dynamic models, and individual-based models. As these seven types of models are very different and require different considerations in the model development phase, a separate chapter is devoted to the development of each of the model types. Throughout the text, the examples given from the literature emphasize the application of models for environmental management and research. - Presents the most commonly used model types with a step-by-step outline of the modeling procedure used for each - Shows readers through an illustrated example of how to use each model in research and management settings - New edition is revised to include only essential theory with a focus on applications - Includes case studies, illustrations, and exercises (case study of an ecological problem with full illustration on how to solve the problem)

Ecological Modelling and Ecophysics

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Publisher :
ISBN 13 : 9780750361606
Total Pages : 0 pages
Book Rating : 4.3/5 (616 download)

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Book Synopsis Ecological Modelling and Ecophysics by : Hugo Fort

Download or read book Ecological Modelling and Ecophysics written by Hugo Fort and published by . This book was released on 2024-04-22 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Modelling Complex Ecological Dynamics

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Publisher : Springer Science & Business Media
ISBN 13 : 3642050298
Total Pages : 400 pages
Book Rating : 4.6/5 (42 download)

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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 and published by Springer Science & Business Media. This book was released on 2011-02-11 with total page 400 pages. 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.

Ecological Model Types

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Publisher : Elsevier
ISBN 13 : 0444636269
Total Pages : 280 pages
Book Rating : 4.4/5 (446 download)

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Book Synopsis Ecological Model Types by :

Download or read book Ecological Model Types written by and published by Elsevier. This book was released on 2016-10-28 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ecological Model Types brings an understanding on how to quantitatively analyze complex and dynamic ecosystems with the tools available today. Ecosystem studies widely use the notions of order, complexity, randomness, and organization, and are used interchangeably in literature, which causes much confusion. Better models synthesize our knowledge on ecosystems and their environmental problems, in contrast to statistical analysis, which only reveal the relationships between the data. This book brings together experts on ecological models to create a definitive work on how to understand our complex Earth. - Bridges the gap between statistical analysis and synthesis of data, enhancing our understanding about ecosystems and their environmental problems - Helps readers understand complex ecosystems by walking through the best modeling options to analyze and predict environmental effects - Provides a detailed review of 14 model types, covering the breadth of options available for analysis at this time

Fundamentals of Ecological Modelling

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Publisher : Elsevier
ISBN 13 : 0080440150
Total Pages : 544 pages
Book Rating : 4.0/5 (84 download)

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Book Synopsis Fundamentals of Ecological Modelling by : Sven Erik Jørgensen

Download or read book Fundamentals of Ecological Modelling written by Sven Erik Jørgensen and published by Elsevier. This book was released on 2001 with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cover -- Contents -- Preface -- Acknowledgements -- Chapter 1. Introduction -- 1.1 Physical and Mathematical Models -- 1.2 Models as a Management Tool -- 1.3 Models as a Scientific Tool -- 1.4 Models and Holism -- 1.5 The Ecosystem as an Object for Research -- 1.6 Outline of the Book -- 1.7 The Development of Ecological and Environmental Models -- 1.8 State of the Art in the Application of Models -- Chapter 2. Concepts of Modelling -- 2.1 Introduction -- 2.2 Modelling Elements -- 2.3 The Modelling Procedure -- 2.4 Types of Model -- 2.5 Selection of Model Type -- 2.6 Selection of Model Complexity and Structure -- 2.7 Verification -- 2.8 Sensitivity Analysis -- 2.9 Parameter Estimation -- 2.10 Validation -- 2.11 Ecological Modelling and Quantum Theory -- 2.12 Modelling Constraints -- Problems -- Chapter 3. Ecological Processes -- 3A.1 Space and Time Resolution -- 3A.2 Mass Transport -- 3A.3 Mass Balance -- 3A.4 Energetic Factors -- 3A.5 Settling and Resuspension -- 3B.1 Chemical Reaction ...

Interpretable Machine Learning

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Publisher : Lulu.com
ISBN 13 : 0244768528
Total Pages : 320 pages
Book Rating : 4.2/5 (447 download)

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Book Synopsis Interpretable Machine Learning by : Christoph Molnar

Download or read book Interpretable Machine Learning written by Christoph Molnar and published by Lulu.com. This book was released on 2020 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.

Simulation of Ecological and Environmental Models

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Publisher : CRC Press
ISBN 13 : 1466553898
Total Pages : 486 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Simulation of Ecological and Environmental Models by : Miguel F. Acevedo

Download or read book Simulation of Ecological and Environmental Models written by Miguel F. Acevedo and published by CRC Press. This book was released on 2016-04-19 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: Given the importance of interdisciplinary work in sustainability, Simulation of Ecological and Environmental Models introduces the theory and practice of modeling and simulation as applied in a variety of disciplines that deal with earth systems, the environment, ecology, and human-nature interactions. Based on the author's many years of teaching g

Developments in Environmental Modelling

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Publisher : Elsevier
ISBN 13 : 1483290808
Total Pages : 409 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Developments in Environmental Modelling by : S.E. Jorgensen

Download or read book Developments in Environmental Modelling written by S.E. Jorgensen and published by Elsevier. This book was released on 2016-04-20 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: The use of models to assess water quality is becoming increasingly important worldwide. In order to be able to develop a good model, it is necessary to have a good quantitative and ecological description of physical, chemical and biological processes in ecosystems. Such descriptions may be called ``submodels''. This book presents the most important, but not all, submodels applied in water quality modelling. Each chapter deals with a specific physical process and covers its importance, the most applicable submodels (and how to select one), parameter values and their determination, and future research needs.The book will be an excellent reference source for environmental engineers, ecological modellers and all those interested in the modelling of water quality systems.

Ecological Modelling

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Publisher : WIT Press
ISBN 13 : 1845644085
Total Pages : 209 pages
Book Rating : 4.8/5 (456 download)

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Book Synopsis Ecological Modelling by : Sven Erik Jørgensen

Download or read book Ecological Modelling written by Sven Erik Jørgensen and published by WIT Press. This book was released on 2009-09-10 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: Addressing the basic concepts of ecological modelling, Jorgensen provides the user with a tool which can assist in the understanding of what various model types/network calculations can do, as well as outlining when to use which type as a tool to solve a specific problem.

Using Ecological Models to Support and Shape Environmental Policy Decisions

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Publisher : Frontiers Media SA
ISBN 13 : 2889743152
Total Pages : 503 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Using Ecological Models to Support and Shape Environmental Policy Decisions by : Chiara Piroddi

Download or read book Using Ecological Models to Support and Shape Environmental Policy Decisions written by Chiara Piroddi and published by Frontiers Media SA. This book was released on 2022-02-10 with total page 503 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Applications in Ecological Engineering

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Publisher : Academic Press
ISBN 13 : 0123813689
Total Pages : 393 pages
Book Rating : 4.1/5 (238 download)

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Book Synopsis Applications in Ecological Engineering by : Sven Erik Jørgensen

Download or read book Applications in Ecological Engineering written by Sven Erik Jørgensen and published by Academic Press. This book was released on 2009-07-25 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ecological engineering involves the design, construction and management of ecosystems that have value to both humans and the environment. It is a rapidly developing discipline that provides a promising technology to solve environmental problems. Ecological Engineering covers the basic theory of ecological engineering as well as the application of these principles in environmental management. - Provides an overview of the theory and application of environmental engineering - International focus and range of ecosystems makes Ecological Engineering an indispensable resource to scientists - Based on the best-selling Encyclopedia of Ecology - Full-color figures and tables support the text and aid in understanding

The Handbook of Behavior Change

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Publisher : Cambridge University Press
ISBN 13 : 1108750117
Total Pages : 730 pages
Book Rating : 4.1/5 (87 download)

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Book Synopsis The Handbook of Behavior Change by : Martin S. Hagger

Download or read book The Handbook of Behavior Change written by Martin S. Hagger and published by Cambridge University Press. This book was released on 2020-07-15 with total page 730 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social problems in many domains, including health, education, social relationships, and the workplace, have their origins in human behavior. The documented links between behavior and social problems have compelled governments and organizations to prioritize and mobilize efforts to develop effective, evidence-based means to promote adaptive behavior change. In recognition of this impetus, The Handbook of Behavior Change provides comprehensive coverage of contemporary theory, research, and practice on behavior change. It summarizes current evidence-based approaches to behavior change in chapters authored by leading theorists, researchers, and practitioners from multiple disciplines, including psychology, sociology, behavioral science, economics, philosophy, and implementation science. It is the go-to resource for researchers, students, practitioners, and policy makers looking for current knowledge on behavior change and guidance on how to develop effective interventions to change behavior.

Handbook of Environmental and Ecological Modeling

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Publisher : CRC Press
ISBN 13 : 9781566702027
Total Pages : 698 pages
Book Rating : 4.7/5 (2 download)

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Book Synopsis Handbook of Environmental and Ecological Modeling by : Sven E. Jorgensen

Download or read book Handbook of Environmental and Ecological Modeling written by Sven E. Jorgensen and published by CRC Press. This book was released on 1995-12-13 with total page 698 pages. Available in PDF, EPUB and Kindle. Book excerpt: With descriptions of hundreds of the most important environmental and ecological models, this handbook is a unique and practical reference source. The Handbook of Environmental and Ecological Modeling is ideal for those working in environmental modeling, including regulators and managers who wish to understand the models used to make assessments. Overviews of more than 360 models are easily accessed in this handbook, allowing readers to quickly locate information they need about models available in a given ecosystem. The material in the Handbook of Environmental and Ecological Modeling is logically arranged according to ecosystem. Each of the sixteen chapters of the handbook covers a particular ecosystem, and includes not only the descriptions of the models, but also an overview of the state-of-the-art in modeling for that particular ecosystem. A summary of the spectrum of available models is also provided in each chapter. The extensive table of contents and the easy-to-use index put materials immediately at your fingertips.

Encyclopedia of Environmental Science

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Publisher : Springer Science & Business Media
ISBN 13 : 0412740508
Total Pages : 712 pages
Book Rating : 4.4/5 (127 download)

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Book Synopsis Encyclopedia of Environmental Science by : D.E. Alexander

Download or read book Encyclopedia of Environmental Science written by D.E. Alexander and published by Springer Science & Business Media. This book was released on 1999-03-31 with total page 712 pages. Available in PDF, EPUB and Kindle. Book excerpt: A strongly interdisciplinary and wide-ranging survey of the environment of life on Earth: the most authoritative and comprehensive source on environmental science to be collected together in a single volume. Unique in presenting both a basic overview and detailed information on environmental topics. Entries are arranged in an encyclopedic A-Z format and contain extensive cross-references to related entries, as well as references to primary and secondary literature. Over 370 separate entries prepared by 228 leading experts from 25 countries. Incorporates 25 substantial in-depth treatments of key areas and also includes biographies of leading scientists and environmentalists. Contains a comprehensive subject index and a citation index of all referenced authors. The Encyclopedia of Environmental Science is a multidisciplinary reference work, which crosses many fields of interest and includes a wide variety of scholarly and authoritative articles on mankind's environment. It provides information on the atmosphere, hydrosphere, biosphere and geosphere and is careful to focus on the connections between these realms and the Earth as a whole. Taken as a whole, the Encyclopedia surveys basic environmental science and applied areas of study, and is drawn from the physical sciences, life sciences and social sciences. The 228 authors from 25 different countries, many of whom are the leading authorities in their field, include biologists, ecologists, geographers, geologists, political scientists, soil scientists, hydrologists, climatologists, and representatives of many other disciplines and academic specialties. The work, which is amply referenced and cross-referenced, consists of substantial essays on major topics, medium-sized entries and short definitional entries. The shorter entries include useful biographies of leading scientists and environmentalists. The Encyclopedia will be invaluable to all readers interested in the environment of life on Earth, its past, present and future, and its physical and social dimensions. The text provides a source of well-classified basic information as well as covering the leading theories and important debates in the environmental sciences. In addition, the book also includes assessments of the future prospects for the Earth's environment in the face of pollution, population increases and the accelerating transformation of land, air, water and vegetational systems. The Encyclopedia is unique in presenting both a basic overview and detailed information on environmental topics and is suitable for the general scientific reader and the specialized environmental scientist in academic institutions, research laboratories or private practice.

Health Behavior

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Publisher : John Wiley & Sons
ISBN 13 : 1118628985
Total Pages : 512 pages
Book Rating : 4.1/5 (186 download)

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Book Synopsis Health Behavior by : Karen Glanz

Download or read book Health Behavior written by Karen Glanz and published by John Wiley & Sons. This book was released on 2015-07-27 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: The essential health behavior text, updated with the latest theories, research, and issues Health Behavior: Theory, Research and Practice provides a thorough introduction to understanding and changing health behavior, core tenets of the public health role. Covering theory, applications, and research, this comprehensive book has become the gold standard of health behavior texts. This new fifth edition has been updated to reflect the most recent changes in the public health field with a focus on health behavior, including coverage of the intersection of health and community, culture, and communication, with detailed explanations of both established and emerging theories. Offering perspective applicable at the individual, interpersonal, group, and community levels, this essential guide provides the most complete coverage of the field to give public health students and practitioners an authoritative reference for both the theoretical and practical aspects of health behavior. A deep understanding of human behaviors is essential for effective public health and health care management. This guide provides the most complete, up-to-date information in the field, to give you a real-world understanding and the background knowledge to apply it successfully. Learn how e-health and social media factor into health communication Explore the link between culture and health, and the importance of community Get up to date on emerging theories of health behavior and their applications Examine the push toward evidence-based interventions, and global applications Written and edited by the leading health and social behavior theorists and researchers, Health Behavior: Theory, Research and Practice provides the information and real-world perspective that builds a solid understanding of how to analyze and improve health behaviors and health.

A Practical Guide to Ecological Modelling

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Publisher : Springer Science & Business Media
ISBN 13 : 1402086237
Total Pages : 376 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis A Practical Guide to Ecological Modelling by : Karline Soetaert

Download or read book A Practical Guide to Ecological Modelling written by Karline Soetaert and published by Springer Science & Business Media. This book was released on 2008-10-21 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Bayesian Data Analysis, Third Edition

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Publisher : CRC Press
ISBN 13 : 1439840954
Total Pages : 677 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Bayesian Data Analysis, Third Edition by : Andrew Gelman

Download or read book Bayesian Data Analysis, Third Edition written by Andrew Gelman and published by CRC Press. This book was released on 2013-11-01 with total page 677 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzing data and solving research problems. Bayesian Data Analysis, Third Edition continues to take an applied approach to analysis using up-to-date Bayesian methods. The authors—all leaders in the statistics community—introduce basic concepts from a data-analytic perspective before presenting advanced methods. Throughout the text, numerous worked examples drawn from real applications and research emphasize the use of Bayesian inference in practice. New to the Third Edition Four new chapters on nonparametric modeling Coverage of weakly informative priors and boundary-avoiding priors Updated discussion of cross-validation and predictive information criteria Improved convergence monitoring and effective sample size calculations for iterative simulation Presentations of Hamiltonian Monte Carlo, variational Bayes, and expectation propagation New and revised software code The book can be used in three different ways. For undergraduate students, it introduces Bayesian inference starting from first principles. For graduate students, the text presents effective current approaches to Bayesian modeling and computation in statistics and related fields. For researchers, it provides an assortment of Bayesian methods in applied statistics. Additional materials, including data sets used in the examples, solutions to selected exercises, and software instructions, are available on the book’s web page.