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Cover: 9781107694408 | Multivariate Analysis of Ecological Data using CANOCO 5 | Taschenbuch
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Multivariate Analysis of Ecological Data using CANOCO 5
Taschenbuch von Petr ¿Milauer (u. a.)
Sprache: Englisch

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Beschreibung
An accessible introduction to the theory and practice of multivariate analysis for graduates, researchers and professionals dealing with ecological problems.
An accessible introduction to the theory and practice of multivariate analysis for graduates, researchers and professionals dealing with ecological problems.
Über den Autor
Petr Šmilauer is Associate Professor of Ecology in the Department of Ecosystem Biology at the University of South Bohemia. His main research interests are: multivariate statistical analysis, modern regression methods, as well as the role of arbuscular mycorrhizal symbiosis in plant communities. He is co-author of the multivariate analysis software Canoco 5, CANOCO for Windows 4.5, CanoDraw, and TWINSPAN for Windows.
Inhaltsverzeichnis
Preface; 1. Introduction and data types; 2. Using Canoco 5; 3. Experimental design; 4. Basics of gradient analysis; 5. Permutation tests and variation partitioning; 6. Similarity measures and similarity-based methods; 7. Classification methods; 8. Regression methods; 9. Interpreting community composition with functional traits; 10. Advanced use of ordination; 11. Visualising multivariate data; 12. Case study 1: variation in forest bird assemblages; 13. Case study 2: search for community composition patterns and their environmental correlates: vegetation of spring meadows; 14. Case study 3: separating the effects of explanatory variables; 15. Case study 4: evaluation of experiments in randomised complete blocks; 16. Case study 5: analysis of repeated observations of species composition from a factorial experiment; 17. Case study 6: hierarchical analysis of crayfish community variation; 18. Case study 7: analysis of taxonomic data with linear discriminant analysis and distance-based ordination methods; 19. Case study 8: separating effects of space and environment on oribatid community with PCNM; 20. Case study 9: performing linear regression with redundancy analysis; Appendix A. Glossary; Appendix B. Sample data sets and projects; Appendix C. Access to Canoco and overview of other software; Appendix D. Working with R; References; Index to useful tasks in Canoco 5; Index.
Details
Erscheinungsjahr: 2016
Genre: Umwelt
Produktart: Nachschlagewerke
Rubrik: Ökologie
Medium: Taschenbuch
ISBN-13: 9781107694408
ISBN-10: 110769440X
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: ¿Milauer, Petr
Lep¿, Jan
Hersteller: Cambridge University Press
Maße: 244 x 170 x 20 mm
Von/Mit: Petr ¿Milauer (u. a.)
Erscheinungsdatum: 19.04.2016
Gewicht: 0,648 kg
Artikel-ID: 105526340
Über den Autor
Petr Šmilauer is Associate Professor of Ecology in the Department of Ecosystem Biology at the University of South Bohemia. His main research interests are: multivariate statistical analysis, modern regression methods, as well as the role of arbuscular mycorrhizal symbiosis in plant communities. He is co-author of the multivariate analysis software Canoco 5, CANOCO for Windows 4.5, CanoDraw, and TWINSPAN for Windows.
Inhaltsverzeichnis
Preface; 1. Introduction and data types; 2. Using Canoco 5; 3. Experimental design; 4. Basics of gradient analysis; 5. Permutation tests and variation partitioning; 6. Similarity measures and similarity-based methods; 7. Classification methods; 8. Regression methods; 9. Interpreting community composition with functional traits; 10. Advanced use of ordination; 11. Visualising multivariate data; 12. Case study 1: variation in forest bird assemblages; 13. Case study 2: search for community composition patterns and their environmental correlates: vegetation of spring meadows; 14. Case study 3: separating the effects of explanatory variables; 15. Case study 4: evaluation of experiments in randomised complete blocks; 16. Case study 5: analysis of repeated observations of species composition from a factorial experiment; 17. Case study 6: hierarchical analysis of crayfish community variation; 18. Case study 7: analysis of taxonomic data with linear discriminant analysis and distance-based ordination methods; 19. Case study 8: separating effects of space and environment on oribatid community with PCNM; 20. Case study 9: performing linear regression with redundancy analysis; Appendix A. Glossary; Appendix B. Sample data sets and projects; Appendix C. Access to Canoco and overview of other software; Appendix D. Working with R; References; Index to useful tasks in Canoco 5; Index.
Details
Erscheinungsjahr: 2016
Genre: Umwelt
Produktart: Nachschlagewerke
Rubrik: Ökologie
Medium: Taschenbuch
ISBN-13: 9781107694408
ISBN-10: 110769440X
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: ¿Milauer, Petr
Lep¿, Jan
Hersteller: Cambridge University Press
Maße: 244 x 170 x 20 mm
Von/Mit: Petr ¿Milauer (u. a.)
Erscheinungsdatum: 19.04.2016
Gewicht: 0,648 kg
Artikel-ID: 105526340
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