Patton, Philip T.Pacifici, KrishnaBaird, Robin W.Oleson, Erin M.Allen, Jason B.Ashe, ErinAthayde, AlineBasran, Charla J.Cabrera, ElsaCalambokidis, JohnCardoso, JúlioCarroll, Emma L.Cesario, AminaCheney, Barbara J.Cheeseman, TedCorsi, EnricoCurrie, Jens J.Durban, John W.Falcone, Erin A.Fearnbach, HollyFlynn, KiirstenFranklin, TrishFranklin, WallyVernazzani, Bárbara GallettiGenova, TilenHill, MarieJohnston, David R.Keene, Erin L.Lacey, ClaireMahaffy, Sabre D.McGuire, Tamara L.McPherson, LiahMeyer, CatherineMichaud, RobertMiliou, AnastasiaOlson, Grace L.Orbach, Dara N.Pearson, Heidi C.Rasmussen, Marianne H.Rayment, William J.Rinaldi, CarolineRinaldi, RenatoSiciliano, SalvatoreStack, Stephanie H.Tintore, BeatrizTorres, Leigh G.Towers, Jared R.Moore, Reny B.TysonWeir, Caroline R.Wellard, RebeccaWells, Randall S.Yano, Kymberly M.Zaeschmar, Jochen R.Bejder, Lars2025-03-042025-03-042025-08Patton, P T, Pacifici, K, Baird, R W, Oleson, E M, Allen, J B, Ashe, E, Athayde, A, Basran, C J, Cabrera, E, Calambokidis, J, Cardoso, J, Carroll, E L, Cesario, A, Cheney, B J, Cheeseman, T, Corsi, E, Currie, J J, Durban, J W, Falcone, E A, Fearnbach, H, Flynn, K, Franklin, T, Franklin, W, Vernazzani, B G, Genova, T, Hill, M, Johnston, D R, Keene, E L, Lacey, C, Mahaffy, S D, McGuire, T L, McPherson, L, Meyer, C, Michaud, R, Miliou, A, Olson, G L, Orbach, D N, Pearson, H C, Rasmussen, M H, Rayment, W J, Rinaldi, C, Rinaldi, R, Siciliano, S, Stack, S H, Tintore, B, Torres, L G, Towers, J R, Moore, R B T, Weir, C R, Wellard, R, Wells, R S, Yano, K M, Zaeschmar, J R & Bejder, L 2025, 'Optimizing automated photo identification for population assessments', Conservation Biology, vol. 39, no. 4, e14436. https://doi.org/10.1111/cobi.144360888-8892ORCID: /0000-0003-4534-5582/work/179747109https://hdl.handle.net/2164/25120We thank everyone who contributed to collecting and processing the photo-ID data that was instrumental to parameterizing this study. The graduate assistantship for P.T.P. was funded by the NOAA Fisheries Quantitate Ecology and Socioeconomics Training (QUEST) Fellowship via the Cooperative Ecosystem Studies Unit (CESU) award NA19NMF4720181. We also thank the University of Hawaiʻi Information Technology Services—Cyberinfrastructure, funded in part by the National Science Foundation CC* awards 2201428 and 2232862, for computing resources. This paper represents SOEST contribution number 11879 and HIMB contribution number 1981.1312718212engartificial intelligencecapture-recapturecetaceanJolly-Sebermisidentificationoptimizationstock assessmentQH301 BiologyEcology, Evolution, Behavior and SystematicsEcologyNature and Landscape ConservationSupplementary InformationQH301Journal article10.1111/cobi.14436https://www.scopus.com/pages/publications/85214821883