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Cover: 9781108716789 | Joint Species Distribution Modelling | With Applications in R | Buch
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Joint Species Distribution Modelling
With Applications in R
Taschenbuch von Otso Ovaskainen (u. a.)
Sprache: Englisch

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Beschreibung
A comprehensive account of joint species distribution modelling, covering statistical analyses in light of modern community ecology theory.
A comprehensive account of joint species distribution modelling, covering statistical analyses in light of modern community ecology theory.
Über den Autor
Otso Ovaskainen is Professor of Mathematical Ecology at the University of Helsinki, Finland. He has published 170 papers in mathematical, statistical and empirical ecology, with a particular focus on metapopulation ecology, movement ecology, population genetics, molecular species identification and community ecology.
Inhaltsverzeichnis
Part I. Introduction to Community Ecology: Theory and Methods: 1. Historical development of community ecology; 2. Typical data collected by community ecologists; 3. Typical statistical methods applied by community ecologists; 4. An overview of the structure and use of HMSC; Part II. Building a Joint Species Distribution Model Step by Step: 5. Single-species distribution modelling; 6. Joint species distribution modelling: variation in species niches; 7. Joint species distribution modelling: biotic interactions; 8. Bayesian inference in HMSC; 9. Evaluating model fit and selecting among multiple models; Part III. Applications and Perspectives: 10. Linking HMSC back to community assembly processes; 11. Illustration of HMSC analyses: case study of Finnish birds; 12. Conclusions and future directions; Epilogue; Index; References.
Details
Erscheinungsjahr: 2020
Genre: Umwelt
Produktart: Nachschlagewerke
Rubrik: Ökologie
Medium: Taschenbuch
Seiten: 388
Inhalt: Kartoniert / Broschiert
ISBN-13: 9781108716789
ISBN-10: 1108716784
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Ovaskainen, Otso
Abrego, Nerea
Hersteller: European Community
Maße: 226 x 153 x 22 mm
Von/Mit: Otso Ovaskainen (u. a.)
Erscheinungsdatum: 16.07.2020
Gewicht: 0,651 kg
preigu-id: 118300153
Über den Autor
Otso Ovaskainen is Professor of Mathematical Ecology at the University of Helsinki, Finland. He has published 170 papers in mathematical, statistical and empirical ecology, with a particular focus on metapopulation ecology, movement ecology, population genetics, molecular species identification and community ecology.
Inhaltsverzeichnis
Part I. Introduction to Community Ecology: Theory and Methods: 1. Historical development of community ecology; 2. Typical data collected by community ecologists; 3. Typical statistical methods applied by community ecologists; 4. An overview of the structure and use of HMSC; Part II. Building a Joint Species Distribution Model Step by Step: 5. Single-species distribution modelling; 6. Joint species distribution modelling: variation in species niches; 7. Joint species distribution modelling: biotic interactions; 8. Bayesian inference in HMSC; 9. Evaluating model fit and selecting among multiple models; Part III. Applications and Perspectives: 10. Linking HMSC back to community assembly processes; 11. Illustration of HMSC analyses: case study of Finnish birds; 12. Conclusions and future directions; Epilogue; Index; References.
Details
Erscheinungsjahr: 2020
Genre: Umwelt
Produktart: Nachschlagewerke
Rubrik: Ökologie
Medium: Taschenbuch
Seiten: 388
Inhalt: Kartoniert / Broschiert
ISBN-13: 9781108716789
ISBN-10: 1108716784
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Ovaskainen, Otso
Abrego, Nerea
Hersteller: European Community
Maße: 226 x 153 x 22 mm
Von/Mit: Otso Ovaskainen (u. a.)
Erscheinungsdatum: 16.07.2020
Gewicht: 0,651 kg
preigu-id: 118300153
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