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Harvey-Carroll J, Menéndez-Blázquez J, Crespo-Picazo JL, Sagarminaga R, March D. Unlocking sea turtle diving behaviour from low-temporal resolution time-depth recorders. Sci Rep 2025; 15:19934. [PMID: 40481176 PMCID: PMC12144214 DOI: 10.1038/s41598-025-05336-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2025] [Accepted: 06/02/2025] [Indexed: 06/11/2025] Open
Abstract
Biologging is a rapidly advancing field providing information on previously unexplored aspects of animal ecology, including the vertical movement dimension. Understanding vertical behaviour through the use of time-depth recorders (TDRs) in marine vertebrates is critical to aid conservation and management decisions. However, using TDRs can be particularly problematic to infer animal behaviour from elusive animals, when tags are difficult to recover and collected data is satellite-relayed at lower temporal frequencies. Here, we present a novel method to process low-resolution TDR data at 5-minute intervals and infer diving behaviour from loggerhead turtles (Caretta caretta) during their elusive pelagic life stage spanning extended periods (> 250 days). Using a Hidden Markov Model (HMM) we identify four behavioural states, associated with resting, foraging, shallow exploration, and deep exploration. Three of the four behavioural states were found to have strong seasonal patterns, corroborating with known sea-turtle biology. The results presented provide a novel way of interpreting low-resolution TDR data and provide a unique insight into sea turtle ecology.
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Affiliation(s)
- Jessica Harvey-Carroll
- Department of Biological and Environmental Sciences, University of Gothenburg, Gothenburg, Sweden.
- Gothenburg Global Biodiversity Centre, Gothenburg, Sweden.
| | - Javier Menéndez-Blázquez
- Cavanilles Institute of Biodiversity and Evolutionary Biology, Universitat de València, Valencia, Spain
| | - Jose Luis Crespo-Picazo
- Ciudad de las Artes y las Ciencias, Fundación Oceanogràfic de la Comunitat Valenciana, Valencia, Spain
| | | | - David March
- Cavanilles Institute of Biodiversity and Evolutionary Biology, Universitat de València, Valencia, Spain
- Centre for Ecology and Conservation, College of Life and Environmental Science, University of Exeter, TR10 9 FE Penryn (Cornwall), Devon, UK
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2
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Klöcker CA, Schlindwein A, Arostegui MC, Bruvold IM, Wernström JV, Martin-Armas M, Sims DW, Straube N, Altenburger A, Junge C. Giants in the cold: Morphological evidence for vascular heat retention in the viscera but not the skeletal muscle of the basking shark (Cetorhinus maximus). JOURNAL OF FISH BIOLOGY 2025. [PMID: 40361299 DOI: 10.1111/jfb.70052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2024] [Revised: 02/24/2025] [Accepted: 03/23/2025] [Indexed: 05/15/2025]
Abstract
Fewer than 50 of the over 30,000 extant species of fishes have developed anatomical specializations facilitating endothermy in specific body regions. The plankton-feeding basking shark (Cetorhinus maximus), traditionally classified as an ectotherm, was recently shown to have regionally endothermic traits such as centralized red muscle (RM) along its body trunk and elevated (white) muscle temperatures. However, key anatomical features essential for classification as a regional endotherm, such as the presence of vascular rete mirabile, could not be confirmed in this cold-water giant. This study compared the morphology of heat-generating and heat-retaining tissues - associated with skeletal RM, the cranium and viscera - in the basking shark with those of a confirmed regional endotherm, the porbeagle (Lamna nasus), and a polar ectotherm, the Greenland shark (Somniosus microcephalus). Despite the presence of more medial RM in the basking shark's trunk, the absence of paired lateral vessels and a perfusing rete strongly suggests a lack of RM endothermy in this species. However, the presence of small arterial plexuses in the orbit, along with the discovery of visceral retia associated with the stomach, spleen and valvular intestine, in addition to distinct vascular arrangements in the liver and kidney, indicates potential for cranial and, particularly, visceral endothermy in C. maximus. These specializations, combined with reduced conductive heat loss from partial RM internalization and large body size, may enable C. maximus to maintain regionally elevated body temperatures, facilitating their active lifestyle also in cold-water environments. Enhanced sensory perception and digestive efficiency may aid prey acquisition and processing in the dimly lit meso- and bathypelagic zones, as well as high-latitude regions. Our findings provide initial insights into the thermal adaptations of these circum-globally distributed, highly migratory ram filter feeders. Further research is needed to better understand the eco-physiological implications of these adaptations, especially in the context of rapid ocean warming across their range, including Atlantification in the Arctic, and other anthropogenic pressures in the Anthropocene.
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Affiliation(s)
- C Antonia Klöcker
- Havforskningsinstituttet (Institute of Marine Research), Bergen, Norway
- Department of Bioscience, University of Oslo, Oslo, Norway
| | | | - Martin C Arostegui
- Biology Department, Woods Hole Oceanographic Institution, Woods Hole, Massachusetts, USA
| | - Ingrid M Bruvold
- Havforskningsinstituttet (Institute of Marine Research), Bergen, Norway
| | - Joel V Wernström
- The Arctic University Museum of Norway, UiT The Arctic University of Norway, Tromsø, Norway
| | | | - David W Sims
- The Laboratory, Marine Biological Association, Citadel Hill, Plymouth, UK
- Ocean and Earth Science, National Oceanography Centre Southampton, University of Southampton, Southampton, UK
| | - Nicolas Straube
- University Museum of Bergen, University of Bergen, Bergen, Norway
| | - Andreas Altenburger
- The Arctic University Museum of Norway, UiT The Arctic University of Norway, Tromsø, Norway
| | - Claudia Junge
- Havforskningsinstituttet (Institute of Marine Research), Bergen, Norway
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3
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Dixon OFL, Aldridge SE, Kohler JK, Veeder A, Chin P, Fernandes TF, Austin T, Ormond RF, Gore MA, Vaz DFB, Gallagher AJ. First records of the roughskin dogfish Centroscymnus owstonii in the greater Antilles, central Caribbean Sea, Western Atlantic Ocean. JOURNAL OF FISH BIOLOGY 2025; 106:980-986. [PMID: 39609648 DOI: 10.1111/jfb.16008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Revised: 11/08/2024] [Accepted: 11/11/2024] [Indexed: 11/30/2024]
Abstract
The roughskin dogfish Centroscymnus owstonii, a deep-sea shark, has a patchy global distribution, with most knowledge stemming from incidentally captured specimens. Using a deep-sea remote lander video system, we observed multiple C. owstonii individuals alive on the footage at 1054 m off Little Cayman, Cayman Islands, Western Atlantic Ocean, marking, to our knowledge, the first record of the species in the Greater Antilles, central Caribbean Sea, while also adding a new species locality record for the Cayman Islands. This study expands our knowledge of the distribution of the roughskin dogfish in the region, and highlights the utility of video lander systems for enhancing and expanding our understanding of the biology and diversity of deep-sea sharks.
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Affiliation(s)
| | | | - Johanna K Kohler
- Cayman Islands Department of Environment, Grand Cayman, Cayman Islands
| | - Anne Veeder
- Cayman Islands Department of Environment, Grand Cayman, Cayman Islands
| | - Paul Chin
- Cayman Islands Department of Environment, Grand Cayman, Cayman Islands
| | | | - Timothy Austin
- Cayman Islands Department of Environment, Grand Cayman, Cayman Islands
| | - Rupert F Ormond
- Heriot-Watt University, Edinburgh, UK
- Marine Conservation International, Edinburgh, UK
| | - Mauvis A Gore
- Heriot-Watt University, Edinburgh, UK
- Marine Conservation International, Edinburgh, UK
| | - Diego F B Vaz
- Marine Laboratory, University of Guam, Mangilao, Guam, USA
- Natural History Museum, London, UK
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4
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Arostegui MC. Cranial endothermy in mobulid rays: Evolutionary and ecological implications of a thermogenic brain. J Anim Ecol 2025; 94:11-19. [PMID: 39434239 DOI: 10.1111/1365-2656.14200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Accepted: 09/27/2024] [Indexed: 10/23/2024]
Abstract
The large, metabolically expensive brains of manta and devil rays (Mobula spp.) may act as a thermogenic organ representing a unique mechanistic basis for cranial endothermy among fishes that improves central nervous system function in cold waters. Whereas early hominids in hot terrestrial environments may have experienced a thermal constraint to evolving larger brain size, cetaceans and mobulids in cold marine waters may have experienced a thermal driver for enlargement of a thermogenic brain. The potential for brain enlargement to yield the dual outcomes of cranial endothermy and enhanced cognition in mobulids suggests one may be an evolutionary by-product of selection for the mechanisms underlying the other, and highlights the need to account for non-cognitive functions when translating brain size into cognitive capacity. Computational scientific imaging offers promising avenues for addressing the pressing mechanistic and phylogenetic questions needed to assess the theory that cranial endothermy in mobulids is the result of temperature-driven selection for a brain with augmented thermogenic potential.
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Affiliation(s)
- M C Arostegui
- Biology Department, Woods Hole Oceanographic Institution, Woods Hole, Massachusetts, USA
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5
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Womersley FC, Sousa LL, Humphries NE, Abrantes K, Araujo G, Bach SS, Barnett A, Berumen ML, Lion SB, Braun CD, Clingham E, Cochran JEM, de la Parra R, Diamant S, Dove ADM, Duarte CM, Dudgeon CL, Erdmann MV, Espinoza E, Ferreira LC, Fitzpatrick R, Cano JG, Green JR, Guzman HM, Hardenstine R, Hasan A, Hazin FHV, Hearn AR, Hueter RE, Jaidah MY, Labaja J, Ladino F, Macena BCL, Meekan MG, Morris JJ, Norman BM, Peñaherrera-Palma CR, Pierce SJ, Quintero LM, Ramírez-Macías D, Reynolds SD, Robinson DP, Rohner CA, Rowat DRL, Sequeira AMM, Sheaves M, Shivji MS, Sianipar AB, Skomal GB, Soler G, Syakurachman I, Thorrold SR, Thums M, Tyminski JP, Webb DH, Wetherbee BM, Queiroz N, Sims DW. Climate-driven global redistribution of an ocean giant predicts increased threat from shipping. NATURE CLIMATE CHANGE 2024; 14:1282-1291. [PMID: 39650805 PMCID: PMC11618081 DOI: 10.1038/s41558-024-02129-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Accepted: 08/21/2024] [Indexed: 12/11/2024]
Abstract
Climate change is shifting animal distributions. However, the extent to which future global habitats of threatened marine megafauna will overlap existing human threats remains unresolved. Here we use global climate models and habitat suitability estimated from long-term satellite-tracking data of the world's largest fish, the whale shark, to show that redistributions of present-day habitats are projected to increase the species' co-occurrence with global shipping. Our model projects core habitat area losses of >50% within some national waters by 2100, with geographic shifts of over 1,000 km (∼12 km yr-1). Greater habitat suitability is predicted in current range-edge areas, increasing the co-occurrence of sharks with large ships. This future increase was ∼15,000 times greater under high emissions compared with a sustainable development scenario. Results demonstrate that climate-induced global species redistributions that increase exposure to direct sources of mortality are possible, emphasizing the need for quantitative climate-threat predictions in conservation assessments of endangered marine megafauna.
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Affiliation(s)
- Freya C. Womersley
- Marine Biological Association, The Laboratory, Plymouth, UK
- Ocean and Earth Science, National Oceanography Centre Southampton, University of Southampton, Southampton, UK
| | - Lara L. Sousa
- Wildlife Conservation Research Unit, Department of Zoology, University of Oxford, Tubney, UK
| | | | - Kátya Abrantes
- College of Science and Engineering, James Cook University, Cairns, Queensland Australia
- Biopixel Oceans Foundation, Cairns, Queensland Australia
- Marine Data Technology Hub, James Cook University, Cairns, Queensland Australia
| | - Gonzalo Araujo
- Marine Research and Conservation Foundation, Lydeard St Lawrence, UK
- Environmental Science Program, Department of Biological and Environmental Sciences, College of Arts and Sciences, Qatar University, Doha, Qatar
| | | | - Adam Barnett
- College of Science and Engineering, James Cook University, Cairns, Queensland Australia
- Biopixel Oceans Foundation, Cairns, Queensland Australia
- Marine Data Technology Hub, James Cook University, Cairns, Queensland Australia
| | - Michael L. Berumen
- Red Sea Research Center, Division of Biological and Environmental Science and Engineering, King Abdullah University of Science and Technology, Thuwal, Kingdom of Saudi Arabia
| | - Sandra Bessudo Lion
- Fundación Malpelo y Otros Ecosistemas Marinos, Bogotá, Colombia
- MigraMar, Bodega Bay, CA USA
| | - Camrin D. Braun
- Biology Department, Woods Hole Oceanographic Institution, Woods Hole, MA USA
| | | | - Jesse E. M. Cochran
- Red Sea Research Center, Division of Biological and Environmental Science and Engineering, King Abdullah University of Science and Technology, Thuwal, Kingdom of Saudi Arabia
| | | | | | | | - Carlos M. Duarte
- Marine Science Program, Division of Biological and Environmental Science and Engineering, King Abdullah University of Science and Technology, Thuwal, Kingdom of Saudi Arabia
| | - Christine L. Dudgeon
- Biopixel Oceans Foundation, Cairns, Queensland Australia
- School of Biomedical Sciences, The University of Queensland, St. Lucia, Queensland Australia
| | - Mark V. Erdmann
- Conservation International New Zealand, University of Auckland, Auckland, New Zealand
| | - Eduardo Espinoza
- MigraMar, Bodega Bay, CA USA
- Dirección Parque Nacional Galapagos, Puerto Ayora, Ecuador
| | - Luciana C. Ferreira
- Australian Institute of Marine Science, Indian Ocean Marine Research Centre, University of Western Australia, Crawley, Western Australia Australia
| | - Richard Fitzpatrick
- College of Science and Engineering, James Cook University, Cairns, Queensland Australia
- Biopixel Oceans Foundation, Cairns, Queensland Australia
| | | | | | - Hector M. Guzman
- MigraMar, Bodega Bay, CA USA
- Smithsonian Tropical Research Institute, Panama, Republic of Panama
| | - Royale Hardenstine
- Red Sea Research Center, Division of Biological and Environmental Science and Engineering, King Abdullah University of Science and Technology, Thuwal, Kingdom of Saudi Arabia
| | - Abdi Hasan
- Konservasi Indonesia Raja Ampat, Sorong, Indonesia
| | | | - Alex R. Hearn
- MigraMar, Bodega Bay, CA USA
- Galapagos Whale Shark Project, Puerto Ayora, Ecuador
- Galapagos Science Center, Universidad San Francisco de Quito USFQ, Quito, Ecuador
| | - Robert E. Hueter
- Mote Marine Laboratory, Sarasota, FL USA
- OCEARCH, Park City, UT USA
| | | | - Jessica Labaja
- Large Marine Vertebrates Research Institute Philippines, Jagna, Philippines
| | - Felipe Ladino
- Fundación Malpelo y Otros Ecosistemas Marinos, Bogotá, Colombia
| | - Bruno C. L. Macena
- Institute of Marine Sciences – OKEANOS, University of the Azores, Horta, Portugal
- Institute of Marine Research – IMAR, Department of Oceanography and Fisheries, University of the Azores, Horta, Portugal
| | - Mark G. Meekan
- Australian Institute of Marine Science, Indian Ocean Marine Research Centre, University of Western Australia, Crawley, Western Australia Australia
| | | | - Bradley M. Norman
- Harry Butler Institute, Murdoch University, Murdoch, Western Australia Australia
- ECOCEAN Inc., Serpentine, Fremantle, Western Australia Australia
| | | | - Simon J. Pierce
- Marine Megafauna Foundation, West Palm Beach, FL USA
- University of the Sunshine Coast, Sippy Downs, Queensland Australia
| | | | | | - Samantha D. Reynolds
- ECOCEAN Inc., Serpentine, Fremantle, Western Australia Australia
- School of Biological Sciences, The University of Queensland, St Lucia, Queensland Australia
| | - David P. Robinson
- Qatar Whale Shark Research Project, Doha, Qatar
- Marine Megafauna Foundation, West Palm Beach, FL USA
- Sundive Research, Byron Bay, New South Wales Australia
| | | | - David R. L. Rowat
- Marine Conservation Society Seychelles, Transvaal House, Beau Vallon, Seychelles
| | - Ana M. M. Sequeira
- Division of Ecology and Evolution, Research School of Biology, The Australian National University, Canberra, Australian Capital Territory Australia
- UWA Oceans Institute and the School of Biological Sciences, The University of Western Australia, Perth, Western Australia Australia
| | - Marcus Sheaves
- College of Science and Engineering, James Cook University, Cairns, Queensland Australia
- Marine Data Technology Hub, James Cook University, Cairns, Queensland Australia
| | - Mahmood S. Shivji
- Department of Biological Sciences, The Guy Harvey Research Institute, Nova Southeastern University, Dania Beach, FL USA
| | | | | | - German Soler
- Fundación Malpelo y Otros Ecosistemas Marinos, Bogotá, Colombia
| | | | - Simon R. Thorrold
- Biology Department, Woods Hole Oceanographic Institution, Woods Hole, MA USA
| | - Michele Thums
- Australian Institute of Marine Science, Indian Ocean Marine Research Centre, University of Western Australia, Crawley, Western Australia Australia
| | - John P. Tyminski
- Mote Marine Laboratory, Sarasota, FL USA
- OCEARCH, Park City, UT USA
| | | | - Bradley M. Wetherbee
- Department of Biological Sciences, The Guy Harvey Research Institute, Nova Southeastern University, Dania Beach, FL USA
- Department of Biological Science, University of Rhode Island, Kingston, RI USA
| | - Nuno Queiroz
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, Campus de Vairão, Universidade do Porto, Vairão, Portugal
- BIOPOLIS Program in Genomics, Biodiversity and Land Planning, CIBIO, Campus de Vairão, Vairão, Portugal
| | - David W. Sims
- Marine Biological Association, The Laboratory, Plymouth, UK
- Ocean and Earth Science, National Oceanography Centre Southampton, University of Southampton, Southampton, UK
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Klöcker CA, Albert OT, Ferter K, Bjelland O, Lennox RJ, Albretsen J, Pohl L, Dahlmo LS, Queiroz N, Junge C. Seasonal habitat use and diel vertical migration in female spurdog in Nordic waters. MOVEMENT ECOLOGY 2024; 12:62. [PMID: 39242541 PMCID: PMC11380420 DOI: 10.1186/s40462-024-00498-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Accepted: 08/11/2024] [Indexed: 09/09/2024]
Abstract
BACKGROUND Studying habitat use and vertical movement patterns of individual fish over continuous time and space is innately challenging and has therefore largely remained elusive for a wide range of species. Amongst sharks, this applies particularly to smaller-bodied and less wide-ranging species such as the spurdog (Squalus acanthias Linnaeus, 1758), which, despite its importance for fisheries, has received limited attention in biologging and biotelemetry studies, particularly in the North-East Atlantic. METHODS To investigate seasonal variations in fine-scale niche use and vertical movement patterns in female spurdog, we used archival data from 19 pregnant individuals that were satellite-tagged for up to 365 days in Norwegian fjords. We estimated the realised niche space with kernel densities and performed continuous wavelet analyses to identify dominant periods in vertical movement. Triaxial acceleration data were used to identify burst events and infer activity patterns. RESULTS Pregnant females frequently utilised shallow depths down to 300 m at temperatures between 8 and 14 °C. Oscillatory vertical moments revealed persistent diel vertical migration (DVM) patterns, with descents at dawn and ascents at dusk. This strict normal DVM behaviour dominated in winter and spring and was associated with higher levels of activity bursts, while in summer and autumn sharks predominantly selected warm waters above the thermocline with only sporadic dive and bursts events. CONCLUSIONS The prevalence of normal DVM behaviour in winter months linked with elevated likely foraging-related activity bursts suggests this movement behaviour to be foraging-driven. With lower number of fast starts exhibited in warm waters during the summer and autumn months, habitat use in this season might be rather driven by behavioural thermoregulation, yet other factors may also play a role. Individual and cohort-related variations indicate a complex interplay of movement behaviour and habitat use with the abiotic and biotic environment. Together with ongoing work investigating fine-scale horizontal movement as well as sex- and age-specific differences, this study provides vital information to direct the spatio-temporal distribution of a newly reopened fishery and contributes to an elevated understanding of the movement ecology of spurdog in the North-East Atlantic and beyond.
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Affiliation(s)
- C Antonia Klöcker
- Havforskningsinstituttet (Institute of Marine Research, IMR), P.O. Box 1870, 5817, Nordnes, Bergen, Norway
| | - Ole Thomas Albert
- Havforskningsinstituttet (Institute of Marine Research, IMR), P.O. Box 1870, 5817, Nordnes, Bergen, Norway
| | - Keno Ferter
- Havforskningsinstituttet (Institute of Marine Research, IMR), P.O. Box 1870, 5817, Nordnes, Bergen, Norway
| | - Otte Bjelland
- Havforskningsinstituttet (Institute of Marine Research, IMR), P.O. Box 1870, 5817, Nordnes, Bergen, Norway
| | - Robert J Lennox
- Ocean Tracking Network, Dalhousie University, 1355 Oxford St, Halifax, NS, Canada
| | - Jon Albretsen
- Havforskningsinstituttet (Institute of Marine Research, IMR), P.O. Box 1870, 5817, Nordnes, Bergen, Norway
| | - Lotte Pohl
- VLIZ, Flanders Marine Institute, Marine Observation Centre, Jacobsenstraat 1, 8400, Ostend, Belgium
| | - Lotte Svengård Dahlmo
- Laboratory for Freshwater Ecology and Inland Fisheries, NORCE Norwegian Research Centre, Nygardsgaten 112, 5008, Bergen, Norway
| | - Nuno Queiroz
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, Campus de Vairão, Universidade do Porto, 4485-661, Vairão, Portugal
- BIOPOLIS Program in Genomics, Biodiversity and Land Planning, CIBIO, Campus de Vairão, 4485-661, Vairão, Portugal
| | - Claudia Junge
- Havforskningsinstituttet (Institute of Marine Research, IMR), P.O. Box 1870, 5817, Nordnes, Bergen, Norway.
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7
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Braun CD, Della Penna A, Arostegui MC, Afonso P, Berumen ML, Block BA, Brown CA, Fontes J, Furtado M, Gallagher AJ, Gaube P, Golet WJ, Kneebone J, Macena BCL, Mucientes G, Orbesen ES, Queiroz N, Shea BD, Schratwieser J, Sims DW, Skomal GB, Snodgrass D, Thorrold SR. Linking vertical movements of large pelagic predators with distribution patterns of biomass in the open ocean. Proc Natl Acad Sci U S A 2023; 120:e2306357120. [PMID: 38150462 PMCID: PMC10666118 DOI: 10.1073/pnas.2306357120] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2023] [Accepted: 09/23/2023] [Indexed: 12/29/2023] Open
Abstract
Many predator species make regular excursions from near-surface waters to the twilight (200 to 1,000 m) and midnight (1,000 to 3,000 m) zones of the deep pelagic ocean. While the occurrence of significant vertical movements into the deep ocean has evolved independently across taxonomic groups, the functional role(s) and ecological significance of these movements remain poorly understood. Here, we integrate results from satellite tagging efforts with model predictions of deep prey layers in the North Atlantic Ocean to determine whether prey distributions are correlated with vertical habitat use across 12 species of predators. Using 3D movement data for 344 individuals who traversed nearly 1.5 million km of pelagic ocean in [Formula: see text]42,000 d, we found that nearly every tagged predator frequented the twilight zone and many made regular trips to the midnight zone. Using a predictive model, we found clear alignment of predator depth use with the expected location of deep pelagic prey for at least half of the predator species. We compared high-resolution predator data with shipboard acoustics and selected representative matches that highlight the opportunities and challenges in the analysis and synthesis of these data. While not all observed behavior was consistent with estimated prey availability at depth, our results suggest that deep pelagic biomass likely has high ecological value for a suite of commercially important predators in the open ocean. Careful consideration of the disruption to ecosystem services provided by pelagic food webs is needed before the potential costs and benefits of proceeding with extractive activities in the deep ocean can be evaluated.
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Affiliation(s)
- Camrin D. Braun
- Biology Department, Woods Hole Oceanographic Institution, Woods Hole, MA02543
| | - Alice Della Penna
- Institute of Marine Science, University of Auckland, Auckland1010, New Zealand
- School of Biological Sciences, University of Auckland, Auckland1010, New Zealand
| | - Martin C. Arostegui
- Biology Department, Woods Hole Oceanographic Institution, Woods Hole, MA02543
| | - Pedro Afonso
- Institute of Marine Sciences - OKEANOS, University of the Azores, Horta9901-862, Portugal
| | - Michael L. Berumen
- Red Sea Research Center, Division of Biological and Environmental Science and Engineering, King Abdullah University of Science and Technology, Thuwal23955, Kingdom of Saudi Arabia
| | - Barbara A. Block
- Hopkins Marine Station, Stanford University, Pacific Grove, CA93950
| | - Craig A. Brown
- National Oceanic and Atmospheric Administration Fisheries, Southeast Fisheries Science Center, Miami, FL33149
| | - Jorge Fontes
- Institute of Marine Sciences - OKEANOS, University of the Azores, Horta9901-862, Portugal
| | - Miguel Furtado
- Institute of Marine Sciences - OKEANOS, University of the Azores, Horta9901-862, Portugal
| | | | - Peter Gaube
- Applied Physics Laboratory–University of Washington, Seattle, WA98105
| | - Walter J. Golet
- The School of Marine Sciences, The University of Maine, Orono, ME04469
- The Gulf of Maine Research Institute, Portland, ME04101
| | - Jeff Kneebone
- Anderson Cabot Center for Ocean Life at the New England Aquarium, Boston, MA02110
| | - Bruno C. L. Macena
- Institute of Marine Sciences - OKEANOS, University of the Azores, Horta9901-862, Portugal
| | - Gonzalo Mucientes
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, Universidade do Porto, Vairão4485-661, Portugal
- BIOPOLIS Program in Genomics, Biodiversity and Land Planning, CIBIO, Vairão4485-661, Portugal
| | - Eric S. Orbesen
- National Oceanic and Atmospheric Administration Fisheries, Southeast Fisheries Science Center, Miami, FL33149
| | - Nuno Queiroz
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, Universidade do Porto, Vairão4485-661, Portugal
- BIOPOLIS Program in Genomics, Biodiversity and Land Planning, CIBIO, Vairão4485-661, Portugal
| | | | | | - David W. Sims
- Marine Biological Association, PlymouthPL1 2PB, United Kingdom
- Ocean and Earth Science, National Oceanography Centre Southampton, University of Southampton, SouthamptonSO14 3ZH, United Kingdom
| | | | - Derke Snodgrass
- National Oceanic and Atmospheric Administration Fisheries, Southeast Fisheries Science Center, Miami, FL33149
| | - Simon R. Thorrold
- Biology Department, Woods Hole Oceanographic Institution, Woods Hole, MA02543
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