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Capture-Recapture: Parameter Estimation for Open Animal Populations

✍ Scribed by George A. F. Seber, Matthew R. Schofield


Publisher
Springer International Publishing
Year
2019
Tongue
English
Leaves
669
Series
Statistics for Biology and Health
Edition
1st ed. 2019
Category
Library

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✦ Synopsis


This comprehensive book, rich with applications, offers a quantitative framework for the analysis of the various capture-recapture models for open animal populations, while also addressing associated computational methods.

The state of our wildlife populations provides a litmus test for the state of our environment, especially in light of global warming and the increasing pollution of our land, seas, and air. In addition to monitoring our food resources such as fisheries, we need to protect endangered species from the effects of human activities (e.g. rhinos, whales, or encroachments on the habitat of orangutans). Pests must be be controlled, whether insects or viruses, and we need to cope with growing feral populations such as opossums, rabbits, and pigs.

Accordingly, we need to obtain information about a given population’s dynamics, concerning e.g. mortality, birth, growth, breeding, sex, and migration, and determine whether the respective population is increasing , static, or declining. There are many methods for obtaining population information, but the most useful (and most work-intensive) is generically known as “capture-recapture,” where we mark or tag a representative sample of individuals from the population and follow that sample over time using recaptures, resightings, or dead recoveries. Marks can be natural, such as stripes, fin profiles, and even DNA; or artificial, such as spots on insects. Attached tags can, for example, be simple bands or streamers, or more sophisticated variants such as radio and sonic transmitters.

To estimate population parameters, sophisticated and complex mathematical models have been devised on the basis of recapture information and computer packages. This book addresses the analysis of such models. It is primarily intended for ecologists and wildlife managers who wish to apply the methods to the types of problems discussed above, though it will also benefit researchers and graduate students in ecology. Familiarity with basic statistical concepts is essential.



✦ Table of Contents


Front Matter ....Pages i-xix
A Brief History of Capture–Recapture (George A. F. Seber, Matthew R. Schofield)....Pages 1-11
Tagging Methods and Tag Loss (George A. F. Seber, Matthew R. Schofield)....Pages 13-37
Tag Returns from Dead Animals (George A. F. Seber, Matthew R. Schofield)....Pages 39-95
Using Releases and Resightings (George A. F. Seber, Matthew R. Schofield)....Pages 97-109
Mark–Recapture: Basic Models (George A. F. Seber, Matthew R. Schofield)....Pages 111-172
Multiple Recaptures: Further Methods (George A. F. Seber, Matthew R. Schofield)....Pages 173-209
Departures from Model Assumptions (George A. F. Seber, Matthew R. Schofield)....Pages 211-255
Combined Data Models (George A. F. Seber, Matthew R. Schofield)....Pages 257-308
Further Bayesian and Monte Carlo Recapture Methods (George A. F. Seber, Matthew R. Schofield)....Pages 309-329
Log-Linear Models for Multiple Recaptures (George A. F. Seber, Matthew R. Schofield)....Pages 331-343
Combining Open and Closed Models (George A. F. Seber, Matthew R. Schofield)....Pages 345-383
Continuous Dead–Recovery Models (George A. F. Seber, Matthew R. Schofield)....Pages 385-404
Multisite and Statespace Models (George A. F. Seber, Matthew R. Schofield)....Pages 405-489
Designing and Modeling Capture–Recapture Experiments (George A. F. Seber, Matthew R. Schofield)....Pages 491-521
Statistical Computation (George A. F. Seber, Matthew R. Schofield)....Pages 523-565
Where to Now? (George A. F. Seber, Matthew R. Schofield)....Pages 567-570
Back Matter ....Pages 571-663

✦ Subjects


Statistics; Statistical Theory and Methods; Theoretical Ecology/Statistics; Genetics and Population Dynamics; Statistics for Life Sciences, Medicine, Health Sciences; Biostatistics; Animal Ecology


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