Integrated population models : theory and ecological applications with R and JAGS
著者
書誌事項
Integrated population models : theory and ecological applications with R and JAGS
Academic Press, 2022
- hbk.
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内容説明・目次
内容説明
Integrated Population Models: Theory and Ecological Applications with R and JAGS is the first book on integrated population models, which constitute a powerful framework for combining multiple data sets from the population and the individual levels to estimate demographic parameters, and population size and trends. These models identify drivers of population dynamics and forecast the composition and trajectory of a population.
Written by two population ecologists with expertise on integrated population modeling, this book provides a comprehensive synthesis of the relevant theory of integrated population models with an extensive overview of practical applications, using Bayesian methods by means of case studies. The book contains fully-documented, complete code for fitting all models in the free software, R and JAGS. It also includes all required code for pre- and post-model-fitting analysis.
Integrated Population Models is an invaluable reference for researchers and practitioners involved in population analysis, and for graduate-level students in ecology, conservation biology, wildlife management, and related fields. The text is ideal for self-study and advanced graduate-level courses.
目次
1. Introduction
Part I: Theory of Integrated Population Models2. Basics of Bayesian Modeling3. Introduction to Stage-Structured Population Models4. Components of Integrated Population Models5. Introduction to Integrated Population Models6. Benefits of Integrated Population Modeling7. Assessment of Integrated Population Models8. Integrated Population Models with Density-Dependence9. Retrospective Population Analyses10. Population Viability Analyses
Part II: Integrated Population Models in Practice11. Woodchat Shrike12. Peregrine Falcon13. Greater Horseshoe Bat14. Hoopoe15. Black Grouse16. Barn Swallow17. Elk18. Cormorant19. Grey Catbird20. Kestral21. Black Bear22. Conclusions
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