Introduction to Quantitative Ecology - Mathematical and Statistical Modelling for Beginners

Environmental science (ecology, conservation, and resource management) is an increasingly quantitative field. This accessible textbook introduces quantitative ecology in a manner that aims to confront the limitations of the current literature and thereby appeal to a far wider audience.

Table des matières

• About This Book


• Part I: Fundamentals of Dynamic Models


• 1: Why Do We Model?


• 2: Introduction to Population Models


• 3: Structured Population Models


• 4: Competition and Predation Models


• 5: Stochastic Population Models


• Part II: Fitting Models to Data


• 6: Why Fit Models to Data?


• 7: Random Variables and Probability


• 8: Likelihood and Its Applications


• 10: Model Selection


• 10: Bayesian Statistics


• Part III: Skills


• 11: Mathematics Refresher


• 12: Modeling in Spreadsheets


• 13: Modeling in R


• 14: Skills for Dynamic Models


• 15: Sensitivity Analysis


• 16: Skills for Fitting Models to Data


• Part IV: Putting It All Together and Next Steps


• 17: Putting It Together : Fitting a Dynamic Model


• 18: Next Steps

A propos de l'auteur

Timothy E. Essington is a Professor at the School of Aquatic and Fishery Sciences, University of Washington, USA. He is also Director of the Center for Quantitative Sciences and of the University of Washington's QERM Graduate Program. His research chiefly focuses on food web interactions involving fish in marine, estuarine and freshwater habitats.

Résumé

Environmental science (ecology, conservation, and resource management) is an increasingly quantitative field. This accessible textbook introduces quantitative ecology in a manner that aims to confront the limitations of the current literature and thereby appeal to a far wider audience.

Texte suppl.

Very accessibly written and clearly aimed at readers who might be predisposed to hate math but are open to a gentle presentation with plenty of real-world examples.

Détails du produit

• Auteurs: Timothy E. Essington, Timothy E. (Professor Essington
• Edition: Oxford University Press
• Langues: Anglais
• Format d'édition: Livre de poche
• Sortie: 30.09.2021
• EAN: 9780192843487
• ISBN: 978-0-19-284348-7
• Pages: 320
• Catégories: Sciences naturelles, médecine, informatique, technique > Mathématiques > Autres; SCIENCE / Life Sciences / Ecology, MATHEMATICS / Probability & Statistics / General, MATHEMATICS / Applied, Applied ecology, Probability & statistics, Mathematical modelling, Probability and statistics, COMPUTERS / Data Science / Data Visualization, COMPUTERS / Database Administration & Management, Data capture and analysis, Data Capture & Analysis