Estimating reproductive and juvenile survival rates when offspring ages are uncertain: A novel multievent mark‐resight model with beluga whale case study

• Published in: Methods in Ecology and Evolution
• Main Authors: Himes Boor, Gina K., McGuire, Tamara L., Warlick, Amanda J., Taylor, Rebecca L., Converse, Sarah J., McClung, John R., Stephens, Amber D.
• Other Authors: North Pacific Research Board
• Format: Article in Journal/Newspaper
• Language: English
• Published: Wiley 2022
• Subjects: Beluga; Beluga whale; Beluga*; Delphinapterus leucas
• Online Access: http://dx.doi.org/10.1111/2041-210x.14032; https://onlinelibrary.wiley.com/doi/pdf/10.1111/2041-210X.14032; https://onlinelibrary.wiley.com/doi/full-xml/10.1111/2041-210X.14032; https://besjournals.onlinelibrary.wiley.com/doi/pdf/10.1111/2041-210X.14032

Abstract Understanding the survival and reproductive rates of a population is critical to determining its long‐term dynamics and viability. Mark‐resight models are often used to estimate these demographic rates, but estimation of survival and reproductive rates is challenging, especially for wide‐ranging, patchily distributed, or cryptic species. In particular, existing mark‐resight models cannot accommodate data from populations in which offspring remain with parents for multiple years, are not always detected, and cannot be aged with certainty. Here we describe a Bayesian multievent mark‐resight modelling framework that uses all available adult and adult‐offspring sightings (including sightings with older offspring of uncertain age) to estimate reproductive rates and survival rates of adults and juveniles. We extend existing multievent mark‐resight models that typically only incorporate adult breeding state uncertainty by additionally accounting for age uncertainty in unmarked offspring and uncertainty in the duration of the mother‐offspring association. We describe our model in general terms and with a simple illustrative example, then apply it in a more complex empirical setting using 13 years of photo‐ID data from a critically endangered population of beluga whales Delphinapterus leucas . We evaluated model performance using simulated data under a range of sample sizes, and adult and offspring detection rates. Applying our model to the beluga data yielded precise estimates for all demographic rates of interest (despite substantial uncertainty in calf ages), including nonbreeder survival and reproductive rates lower than in other beluga populations. Simulations suggested our model yields asymptotically unbiased parameter estimates with good precision and low bias even with moderate sample sizes and detection rates. This work represents an important new development in multievent mark‐resight modelling, allowing estimation of reproductive and juvenile survival rates for populations with extended ...