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Combining band recovery data and Pollock's robust design to model temporary and permanent emigration
M S Lindberg1, W L Kendall, J E Hines
1Institute of Arctic Biology and Department of Biology and Wildlife, University of Alaska, Fairbanks 99775, USA. lindberg@forestry.umt.edu
This study introduces a new statistical model to estimate temporary and permanent emigration in wildlife populations using capture-recapture data from a single site. The model reveals that adult female Canvasback ducks have a 19.3% probability of permanent emigration annually.
Area of Science:
- Ecology
- Wildlife Biology
- Statistical Modeling
Background:
- Capture-recapture models are essential for estimating demographic parameters in marked populations.
- Existing models often require multi-site sampling for dispersal estimation.
- Single-site sampling limits the ability to distinguish between temporary and permanent emigration.
Purpose of the Study:
- To develop a likelihood-based approach for simultaneously estimating temporary and permanent emigration from single-site capture-recapture data.
- To integrate robust design sampling with immediate post-sampling recovery data.
- To apply the developed model to estimate emigration probabilities in Canvasback ducks.
Main Methods:
- Utilized a capture-recapture framework combined with a robust design.
- Incorporated immediate recovery data following sampling periods.
- Developed a general likelihood-based model with a first-order Markov process for temporary emigration.
Main Results:
- Estimated the probability of permanent emigration for adult female Canvasback ducks at 0.193 (SE = 0.082).
- Demonstrated that individuals present in a previous year have a higher probability of returning in the current year.
- Successfully applied the novel model to real-world wildlife data.
Conclusions:
- The new model effectively estimates both temporary and permanent emigration using single-site data.
- Findings provide crucial insights into the dispersal patterns of Canvasback ducks.
- This approach enhances the utility of capture-recapture methods for studying open populations.
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