Maximum Entropy and Ecology
«All those new to research, regardless of discipline, would do well to read at least the first part of this book and there is plenty other material to help understand 'how to do research'. There is plenty for physicists to enjoy and think about at a casual level without the need to commit to finding out a huge amount about ecology. It was a pleasure to review this book.»
Colin Axon, Physics Energy Group Newsletter
This pioneering graduate textbook provides readers with the concepts and practical tools required to understand the maximum entropy principle, and apply it to an understanding of ecological patterns. Rather than building and combining mechanistic models of ecosystems, the approach is grounded in information theory and the logic of inference. Les mer
in this book predicts realistic forms for all metrics of ecology that describe patterns in the distribution, abundance, and energetics of species over multiple spatial scales, a wide range of habitats, and diverse taxonomic groups.
The first part of the book is foundational, discussing the nature of theory, the relationship of ecology to other sciences, and the concept of the logic of inference. Subsequent sections present the fundamentals of macroecology and of maximum information entropy, starting from first principles. The core of the book integrates these fundamental principles, leading to the derivation and testing of the predictions of the maximum entropy theory of ecology (METE). A final section broadens the book's
perspective by showing how METE can help clarify several major issues in conservation biology, placing it in context with other theories and highlighting avenues for future research.
Detaljer
- Forlag
- Oxford University Press
- Innbinding
- Innbundet
- Språk
- Engelsk
- ISBN
- 9780199593415
- Utgivelsesår
- 2011
- Format
- 24 x 16 cm
Anmeldelser
«All those new to research, regardless of discipline, would do well to read at least the first part of this book and there is plenty other material to help understand 'how to do research'. There is plenty for physicists to enjoy and think about at a casual level without the need to commit to finding out a huge amount about ecology. It was a pleasure to review this book.»
Colin Axon, Physics Energy Group Newsletter