Measuring the abundance of individuals and the diversity of species are core components of most ecological research projects and conservation monitoring. This book brings together in one place, for the first time, the methods used to estimate the abundance of individuals in nature.
The statistical basis of each method is detailed along with practical considerations for survey design and data collection. Methods are illustrated using data ranging from Alaskan shrubs to Yellowstone grizzly bears, not forgetting Costa Rican ants and Prince Edward Island lobsters. Where necessary, example code for use with the open source software R is supplied. When appropriate, reference is made to other widely used programs.
After opening with a brief synopsis of relevant statistical methods, the first section deals with the abundance of stationary items such as trees, shrubs, coral, etc. Following a discussion of the use of quadrats and transects in the contexts of forestry sampling and the assessment of plant cover, there are chapters addressing line-intercept sampling, the use of nearest-neighbour distances, and variable sized plots.
The second section deals with individuals that move, such as birds, mammals, reptiles, fish, etc. Approaches discussed include double-observer sampling, removal sampling, capture-recapture methods and distance sampling.
The final section deals with the measurement of species richness; species diversity; species-abundance distributions; and other aspects of diversity such as evenness, similarity, turnover and rarity.
This is an essential reference for anyone involved in advanced undergraduate or postgraduate ecological research and teaching, or those planning and carrying out data analysis as part of conservation survey and monitoring programmes.
Mục lục
Preface
Acknowledgements
Part I. Background
1. Statistical ideas
Part II. Stationary individuals
2. Quadrats and transects
3. Points and lines
4. Distance methods
5. Variable sized plots
Part III. Mobile individuals
6. Quadrats, transects, points, and lines – revisited
7. Capture-recapture methods
8. Distance methods
Part IV. Species
9. Species richness
10. Diversity
11. Species abundance distributions (SADS)
12. Other aspects of diversity
Appendix
Notes
Further reading
References
Index of Examples
General Index
Giới thiệu về tác giả
Graham Upton is a retired Professor of Applied Statistics with an interest in the natural world. He volunteers on citizen science projects such as the Breeding Bird Survey and other projects run by the British Trust for Ornithology and the Wider Countryside Butterfly Survey. He is author or co-author of eight books, including as lead author of the Oxford Dictionary of Statistics, and has published over 100 papers.
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