Authors
David L Borchers, Peter Nightingale, Ben C Stevenson, Rachel M Fewster
Publication date
2022/3
Journal
Biometrics
Volume
78
Issue
1
Pages
274-285
Publisher
Oxford University Press
Description
We anticipate that unmanned aerial vehicles will become popular wildlife survey platforms. Because detecting animals from the air is imperfect, we develop a mark-recapture line transect method using two digital cameras, possibly mounted on one aircraft, which cover the same area with a short time delay between them. Animal movement between the passage of the cameras introduces uncertainty in individual identity, so individual capture histories are unobservable and are treated as latent variables. We obtain the likelihood for mark-recapture line transects without capture histories by automatically enumerating all possibilities within segments of the transect that contain ambiguous identities, instead of attempting to decide identities in a prior step. We call this method “Latent Capture-history Enumeration” (LCE). We include an availability model for species that are periodically unavailable for detection, such …
Total citations
202120222023215
Scholar articles
DL Borchers, P Nightingale, BC Stevenson… - Biometrics, 2022