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Making use of multiple surveys: Estimating breeding probability using a multievent-robust design capture-recapture
W Chris Oosthuizen1, Roger Pradel2, Marthán N Bester1
1Department of Zoology and Entomology Mammal Research Institute University of Pretoria Hatfield South Africa.
Climate change impacts wildlife breeding. New models make nonbreeders observable, improving estimates of breeding probabilities and survival in long-lived species like elephant seals.
Area of Science:
- Ecology and Evolutionary Biology
- Population Dynamics
- Conservation Biology
Background:
- Climate change increases environmental variability, affecting life-history traits and breeding success in long-lived species.
- Estimating breeding probabilities in wild populations is challenging due to imperfect detection and unobservable nonbreeder states.
- Capture-recapture methods are crucial for monitoring population viability.
Purpose of the Study:
- To develop and apply novel multievent-robust design models to estimate annual breeding probabilities in female elephant seals.
- To overcome the challenge of unobservable nonbreeder states in capture-recapture analyses.
- To investigate state-dependent survival and breeding transitions in relation to breeding status.
Main Methods:
- Utilized multievent-robust design models integrating data from multiple surveys throughout the year.
- Incorporated a hidden Markov process to handle uncertainty in breeding state assignment (breeder vs. nonbreeder).
- Employed program E-SURGE (2.1.2) for model fitting and analysis.
Main Results:
- The novel approach made the nonbreeder state observable, allowing for precise estimation of breeding transitions.
- Found evidence for state-dependent survival, with potentially lower survival in breeders compared to nonbreeders.
- Demonstrated that current breeders have higher future breeding probabilities than nonbreeders.
Conclusions:
- Multievent-robust design models effectively integrate diverse data sources to study unobservable states.
- This flexible approach enhances the estimation of vital rates and informs conservation strategies for long-lived species facing environmental change.
- The study provides valuable insights into the breeding ecology and population dynamics of elephant seals.
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