Frontiers in Marine Science (Jul 2022)
Improving sightings-derived residency estimation for whale shark aggregations: A novel metric applied to a global data set
- Gonzalo Araujo,
- Gonzalo Araujo,
- Gonzalo Araujo,
- Ariana Agustines,
- Steffen S. Bach,
- Jesse E. M. Cochran,
- Emilio de la Parra-Galván,
- Rafael de la Parra-Venegas,
- Stella Diamant,
- Stella Diamant,
- Alistair Dove,
- Steve Fox,
- Rachel T. Graham,
- Sofia M. Green,
- Jonathan R. Green,
- Royale S. Hardenstine,
- Alex Hearn,
- Alex Hearn,
- Mahardika R. Himawan,
- Rhys Hobbs,
- Jason Holmberg,
- Ibrahim Shameel,
- Mohammed Y. Jaidah,
- Mohammed Y. Jaidah,
- Jessica Labaja,
- Savi Leblond,
- Christine G. Legaspi,
- Rossana Maguiño,
- Kirsty Magson,
- Stacia D. Marcoux,
- Travis M. Marcoux,
- Sarah Anne Marley,
- Sarah Anne Marley,
- Meynard Matalobos,
- Alejandra Mendoza,
- Joni A. Miranda,
- Brad M. Norman,
- Brad M. Norman,
- Cameron T. Perry,
- Simon J. Pierce,
- Alessandro Ponzo,
- Clare E. M. Prebble,
- Dení Ramírez-Macías,
- Richard Rees,
- Katie E. Reeve-Arnold,
- Samantha D. Reynolds,
- Samantha D. Reynolds,
- David P. Robinson,
- David P. Robinson,
- Christoph A. Rohner,
- David Rowat,
- Sally Snow,
- Abraham Vázquez-Haikin,
- Alex M. Watts,
- Alex M. Watts
Affiliations
- Gonzalo Araujo
- Large Marine Vertebrates Research Institute Philippines, Jagna, Philippines
- Gonzalo Araujo
- Institute of Marine Sciences, University of Portsmouth, Portsmouth, United Kingdom
- Gonzalo Araujo
- Marine Research and Conservation Foundation, Somerset, United Kingdom
- Ariana Agustines
- Large Marine Vertebrates Research Institute Philippines, Jagna, Philippines
- Steffen S. Bach
- Qatar Whale Shark Research Project, Doha, Qatar
- Jesse E. M. Cochran
- Red Sea Research Center, Division of Biological and Environmental Science and Engineering, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
- Emilio de la Parra-Galván
- Ch’ooj Ajauil Asociación Civil (AC), Cancuín, Mexico
- Rafael de la Parra-Venegas
- Ch’ooj Ajauil Asociación Civil (AC), Cancuín, Mexico
- Stella Diamant
- Madagascar Whale Shark Project, Nosy Be, Madagascar
- Stella Diamant
- Marine Megafauna Foundation, Truckee, CA, United States
- Alistair Dove
- Research and Conservation Department, Georgia Aquarium, Atlanta GA, United States
- Steve Fox
- 0Utila Whale Shark Research, Utila, Honduras
- Rachel T. Graham
- 1MarAlliance, Ciudad del Saber, Panama City, Panama
- Sofia M. Green
- 2Galapagos Whale Shark Project, Galapagos, Ecuador
- Jonathan R. Green
- 2Galapagos Whale Shark Project, Galapagos, Ecuador
- Royale S. Hardenstine
- Red Sea Research Center, Division of Biological and Environmental Science and Engineering, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
- Alex Hearn
- 3Galapagos Science Center, Universidad San Francisco de Quito, Quito, Ecuador
- Alex Hearn
- 4MigraMar, Olema, CA, United States
- Mahardika R. Himawan
- 5Fisheries and Marine Science Department, Faculty of Agriculture, University of Mataram, Mataram, Indonesia
- Rhys Hobbs
- 6Foreign Commonwealth Office, St. Helena Government, St. Helena, United Kingdom
- Jason Holmberg
- 7Wild Me, Portland, OR, United States
- Ibrahim Shameel
- 8Maldives Whale Shark Research Programme, Yorkshire, United Kingdom
- Mohammed Y. Jaidah
- Qatar Whale Shark Research Project, Doha, Qatar
- Mohammed Y. Jaidah
- 9Qatar Ministry of Municipality and Environment, Doha, Qatar
- Jessica Labaja
- Large Marine Vertebrates Research Institute Philippines, Jagna, Philippines
- Savi Leblond
- 0Marine Conservation Society, Victoria, Seychelles
- Christine G. Legaspi
- Large Marine Vertebrates Research Institute Philippines, Jagna, Philippines
- Rossana Maguiño
- 1ecOceanica, Lima, Peru
- Kirsty Magson
- 2Koh Tao Whale Sharks, Koh Tao, Thailand
- Stacia D. Marcoux
- 3Hawai'i Uncharted Research Collective, Kailua-Kona, HI, United States
- Travis M. Marcoux
- 3Hawai'i Uncharted Research Collective, Kailua-Kona, HI, United States
- Sarah Anne Marley
- Institute of Marine Sciences, University of Portsmouth, Portsmouth, United Kingdom
- Sarah Anne Marley
- 4Scotland’s Rural College (SRUC), Aberdeen, United Kingdom
- Meynard Matalobos
- 5World Wide Fund for Nature-Philippines, Quezon City, Philippines
- Alejandra Mendoza
- 1ecOceanica, Lima, Peru
- Joni A. Miranda
- Large Marine Vertebrates Research Institute Philippines, Jagna, Philippines
- Brad M. Norman
- 6ECOCEAN Inc., Perth, WA, Australia
- Brad M. Norman
- 7Harry Butler Institute, Murdoch University, Perth, WA, Australia
- Cameron T. Perry
- 8School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, United States
- Simon J. Pierce
- Marine Megafauna Foundation, Truckee, CA, United States
- Alessandro Ponzo
- Large Marine Vertebrates Research Institute Philippines, Jagna, Philippines
- Clare E. M. Prebble
- Marine Megafauna Foundation, Truckee, CA, United States
- Dení Ramírez-Macías
- 9Whale Shark Mexico, Conexiones Terramar Asociación Civil (AC), Centro La Paz, La Paz, Mexico
- Richard Rees
- 8Maldives Whale Shark Research Programme, Yorkshire, United Kingdom
- Katie E. Reeve-Arnold
- 0All Out Africa Marine Research Centre, Inhambane, Mozambique
- Samantha D. Reynolds
- 6ECOCEAN Inc., Perth, WA, Australia
- Samantha D. Reynolds
- 1Franklin Ecolab, The University of Queensland, St. Lucia, QLD, Australia
- David P. Robinson
- Qatar Whale Shark Research Project, Doha, Qatar
- David P. Robinson
- 2Sundive Research, Byron Bay, NSW, Australia
- Christoph A. Rohner
- Marine Megafauna Foundation, Truckee, CA, United States
- David Rowat
- 0Marine Conservation Society, Victoria, Seychelles
- Sally Snow
- Large Marine Vertebrates Research Institute Philippines, Jagna, Philippines
- Abraham Vázquez-Haikin
- 3Grupo de Monitoreo Comunitario Pejesapo, Baja California Sur, Mexico
- Alex M. Watts
- Marine Megafauna Foundation, Truckee, CA, United States
- Alex M. Watts
- 4Ecological Genetics and Conservation Laboratory, Manchester Metropolitan University, Manchester, United Kingdom
- DOI
- https://doi.org/10.3389/fmars.2022.775691
- Journal volume & issue
-
Vol. 9
Abstract
The world’s largest extant fish, the whale shark Rhincodon typus, is one of the most-studied species of sharks globally. The discovery of predictable aggregation sites where these animals gather seasonally or are sighted year-round – most of which are coastal and juvenile-dominated – has allowed for a rapid expansion of research on this species. The most common method for studying whale sharks at these sites is photographic identification (photo-ID). This technique allows for long-term individual-based data to be collected which can, in turn, be used to evaluate population structure, build population models, identify long-distance movements, and assess philopatry and other population dynamics. Lagged identification rate (LIR) models have fewer underlying assumptions than more traditional capture mark recapture approaches, making them more broadly applicable to marine taxa, especially far-ranging megafauna species like whale sharks. However, the increased flexibility comes at a cost. Parameter estimations based on LIR can be difficult to interpret and may not be comparable between areas with different sampling regimes. Using a unique data-set from the Philippines with ~8 years of nearly continuous survey effort, we were able to derive a metric for converting LIR residency estimates into more intuitive days-per-year units. We applied this metric to 25 different sites allowing for the first quantitatively-meaningful comparison of sightings-derived residence among the world’s whale shark aggregations. We validated these results against the only three published acoustic residence metrics (falling within the ranges established by these earlier works in all cases). The results were then used to understand residency behaviours exhibited by the sharks at each site. The adjusted residency metric is an improvement to LIR-based population modelling, already one of the most widely used tools for describing whale shark aggregations. The standardised methods presented here can serve as a valuable tool for assessing residency patterns of whale sharks, which is crucial for tailored conservation action, and can cautiously be tested in other taxa.
Keywords