This revised and updated edition focuses on constrained ordination (RDA, CCA), variation partitioning and the use of permutation tests of statistical hypotheses about multivariate data. Both classification and modern regression methods (GLM, GAM, loess) are reviewed and species functional traits and spatial structures analysed. Nine case studies of varying difficulty help to illustrate the suggested analytical methods, using the latest version of Canoco 5. All studies utilise descriptive and manipulative approaches, and are supported by data sets and project files available from the book website: http://regent.prf.jcu.cz/maed2/. Written primarily for community ecologists needing to analyse data resulting from field observations and experiments, this book is a valuable resource to students and researchers dealing with both simple and complex ecological problems, such as the variation of biotic communities with environmental conditions or their response to experimental manipulation. Features nine case studies introducing statistical techniques used in modern ecological research - no background in multivariate statistics required Accompanying webpage with data and corresponding Canoco 5 projects ? readers can reproduce all case studies on their own computers Provides guidance on the correct interpretation of ordination diagrams - advanced comments or suggestions are placed into an extensive set of footnotes
- ISBN: 9781107694408
- Editorial: CAMBRIDGE UNIVERSITY PRESS
- Encuadernacion: Rústica
- Páginas: 373
- Fecha Publicación: 01/04/2014
- Nº Volúmenes: 1
- Idioma: