Theoretical Ecology
eBook - ePub

Theoretical Ecology

Concepts and Models with R

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Theoretical Ecology

Concepts and Models with R

About this book

An accessible and wide-ranging introduction to the concepts and tools of theoretical ecology

Theoretical ecology explores the mechanisms that structure ecological communities using a variety of mathematical and computational tools. Theoretical Ecology shows you how to translate ecological problems into mechanistic models using both mathematics and the programming language R. The book teaches key concepts and core quantitative skills while also devoting significant attention to the reasons for building mathematical ecological models. Why do species populations fluctuate over time and space? How do multiple species coexist? What forces drive nutrient and carbon cycles? Does higher species diversity lead to higher biomass? Each chapter in this incisive and informative book is motivated by questions like these, and every chapter includes boxes that delve into mathematical details and provide coding examples in R.

  • Focuses on mathematical and computational methods while also drawing on conceptual and graphical approaches, and explores how the various approaches complement one another
  • Teaches students the skills they need to implement and analyze ecological models in R
  • Covers topics ranging from single-species, competition, and predator–prey models to community ecology, island biogeography, and nutrient-flux models
  • Provides exercises of gradated difficulty at the end of every chapter
  • Ideal for advanced undergraduate and graduate classrooms and for independent study
  • Includes a road map for class planning and self-study

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Yes, you can access Theoretical Ecology by Ryan Chisholm in PDF and/or ePUB format, as well as other popular books in Biological Sciences & Computer Science General. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover Page
  2. Title Page
  3. Copyright Page
  4. Contents
  5. Preface
  6. 1. Simple discrete-time models of single populations
  7. 2. Density dependence I: Equilibria and stability
  8. 3. Density dependence II: Cycles and chaos
  9. 4. Continuous-time models
  10. 5. Stage-structured models
  11. 6. Age-structured models
  12. 7. Metapopulation models
  13. 8. Spatial models
  14. 9. Multispecies discrete-time models
  15. 10. Multispecies continuous-time models
  16. 11. Introduction to community ecology
  17. 12. Competitive interactions
  18. 13. Predator–prey interactions
  19. 14. Island biogeography theory
  20. 15. Metacommunity theory
  21. 16. Neutral ecological theory
  22. 17. Towards unified models of community ecology
  23. 18. Dynamic vegetation models
  24. 19. Carbon- and nutrient-flux models
  25. 20. Biomass–diversity models
  26. Index