Theoretical Ecology (eBook)

Concepts and Models with R

Ryan Chisholm (Autor)

eBook Download: EPUB

2025
542 Seiten
Princeton University Press (Verlag)
978-0-691-27532-1 (ISBN)

Infos

An accessible and wide-ranging introduction to the concepts and tools of theoretical ecologyTheoretical 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 anotherTeaches students the skills they need to implement and analyze ecological models in RCovers topics ranging from single-species, competition, and predatorprey models to community ecology, island biogeography, and nutrient-flux modelsProvides exercises of gradated difficulty at the end of every chapterIdeal for advanced undergraduate and graduate classrooms and for independent studyIncludes a road map for class planning and self-study

Produkt-Details

• Erscheint lt. Verlag: 9.9.2025
• Zusatzinfo: 77 b/w illus. 11 tables.
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Informatik ► Theorie / Studium
• Themenwelt: Mathematik / Informatik ► Mathematik ► Computerprogramme / Computeralgebra
• Themenwelt: Naturwissenschaften ► Biologie ► Ökologie / Naturschutz
• Schlagworte: Algebraic • Analytical • ~begin • Behaviour • biological • biologically • biomass • capita • carbon • Chapters • Code • Coexistence • Community • constant • Current • cycles • Data • density • Density dependence • Derivative • deterministic • dimensional • discrete • Dispersal • Diversity • Draw • Drift • Dynamical • Dynamics • Ecological • Ecology • eigenvalues • ~end • EQ • Equation • Equilibria • Equilibrium • Euler • Explicit • Exponential • extinction • fraction • Functional • Geometric • Geometric growth • GRASS • Immigration • ~insert • Island • jacobian • Limit • Linear • logistic • Logistic growth • Lotka–volterra • Lotka–volterra competition • Mathematical • Matrix • metacommunity • metapopulation • Models • neutral • niche • niches • Numbers • Numerical • ODE • Parameter • Parameter values • Patch • Plot • Population • Population Growth • Predator • Prey • rabbits • Reader • Relationship • resource • richness • series • Spatial • Speciation • species • Start • stochastic • Stochasticity • Systems • Timestep • trivial • Units • Variable • Vector • Zero
• ISBN-10: 0-691-27532-7 / 0691275327
• ISBN-13: 978-0-691-27532-1 / 9780691275321