Applied Hierarchical Modeling In Ecology: Analysis Of Distribution, Abundance And Species Richness In R And Bugs: Volume 1:prelude And Static by Marc KeryApplied Hierarchical Modeling In Ecology: Analysis Of Distribution, Abundance And Species Richness In R And Bugs: Volume 1:prelude And Static by Marc Kery

Applied Hierarchical Modeling In Ecology: Analysis Of Distribution, Abundance And Species Richness…

byMarc Kery, J. Andrew RoyleEditorMarc Kery

Hardcover | November 26, 2015

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Applied Hierarchical Modeling in Ecology: Distribution, Abundance, Species Richnessoffers a new synthesis of the state-of-the-art of hierarchical models for plant and animal distribution, abundance, and community characteristics such as species richness using data collected in metapopulation designs. These types of data are extremely widespread in ecology and its applications in such areas as biodiversity monitoring and fisheries and wildlife management.

This first volume explains static models/procedures in the context of hierarchical models that collectively represent a unified approach to ecological research, taking the reader from design, through data collection, and into analyses using a very powerful class of models.Applied Hierarchical Modeling in Ecology,Volume 1serves as an indispensable manual for practicing field biologists, and as a graduate-level text for students in ecology, conservation biology, fisheries/wildlife management, and related fields.



  • Provides a synthesis of important classes of models about distribution, abundance, and species richness while accommodating imperfect detection
  • Presents models and methods for identifying unmarked individuals and species
  • Written in a step-by-step approach accessible to non-statisticians and provides fully worked examples that serve as a template for readers' analyses
  • Includes companion website containing data sets, code, solutions to exercises, and further information
Dr Kery is a Population Ecologist with the Swiss Ornithological Institute and a courtesy professor ("Privatdozent") at the University of Zürich/Switzerland, from where he received his PhD in Ecology in 2000. He is an expert in the estimation and modeling of abundance, distribution and species richness in "metapopulation designs" (i.e.,...
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Title:Applied Hierarchical Modeling In Ecology: Analysis Of Distribution, Abundance And Species Richness…Format:HardcoverDimensions:808 pages, 9.41 × 7.24 × 0.98 inPublished:November 26, 2015Publisher:Academic PressLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:0128013788

ISBN - 13:9780128013786

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Table of Contents

Preface

Part 1: Prelude

1. Distribution, abundance and species richness in ecology

2. What are hierarchical models and how do we analyse them ?

3. Linear models, generalized linear models (GLMs), and random-effects: the components of hierarchical models

4. Introduction to data simulation

5. The Bayesian modeling software BUGS and JAGS

Part 2: Models for static systems

6. Modeling abundance using binomial N-mixture models

7. Modeling abundance using multinomial N-mixture models

8. Modeling abundance using hierarchical distance sampling

9. Advanced hierarchical distance sampling

10. Modeling distribution and occurrence using site-occupancy models

11. Community models (incidence- and abundance-based)