1
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Shabangu FW, Munoz T, Van Uffelen L, Estabrook BJ, Yemane D, Stafford KM, Branch TA, Vermeulen E, van den Berg MA, Lamont T. Diverse baleen whale acoustic occurrence around two sub-Antarctic islands: A tale of residents and visitors. Sci Rep 2024; 14:21663. [PMID: 39289429 PMCID: PMC11408682 DOI: 10.1038/s41598-024-72696-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Accepted: 09/10/2024] [Indexed: 09/19/2024] Open
Abstract
Knowledge on the occurrence and behaviour of baleen whales around sub-Antarctic regions is limited, and usually based on short, seasonal sighting research from shore or research vessels and whaling records, neither of which provide accurate and comprehensive year-round perspectives of these animals' ecology. We investigated the seasonal acoustic occurrence and diel vocalizing pattern of baleen whales around the sub-Antarctic Prince Edward Islands (PEIs) using passive acoustic monitoring data from mid-2021 to mid-2023, detecting six distinct baleen whale songs from Antarctic blue whales, Madagascan pygmy blue whales, fin whales, Antarctic minke whales, humpback whales, and sei whales. Antarctic blue and fin whales were detected year-round whereas the other species' songs were detected seasonally, including a new Antarctic minke whale bio-duck song sub-type described here for the first time. Antarctic minke and sei whales were more vocally active at night-time whereas the other species had no clear diel vocalizing patterns. Random forest models identified month and/or sea surface temperature as the most important predictors of all baleen whale acoustic occurrence. These novel results highlight the PEIs as a useful habitat for baleen whales given the number of species that inhabit or transit through this region.
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Affiliation(s)
- Fannie W Shabangu
- Fisheries Management Branch, Department of Forestry, Fisheries and the Environment, Foreshore, Cape Town, South Africa.
- Mammal Research Institute Whale Unit, University of Pretoria, Private Bag X20, Hatfield, 0028, Pretoria, South Africa.
| | - Tessa Munoz
- Department of Ocean Engineering, University of Rhode Island, Narragansett, RI, 02882, USA
- Applied Ocean Sciences, 5242 Port Royal Road #1032, Springfield, VA, 22151, USA
| | - Lora Van Uffelen
- Department of Ocean Engineering, University of Rhode Island, Narragansett, RI, 02882, USA
| | - Bobbi J Estabrook
- K. Lisa Yang Center for Conservation Bioacoustics, Cornell Lab of Ornithology, Cornell University, Ithaca, NY, 14850, USA
| | - Dawit Yemane
- Fisheries Management Branch, Department of Forestry, Fisheries and the Environment, Foreshore, Cape Town, South Africa
| | | | - Trevor A Branch
- School of Aquatic and Fishery Sciences, University of Washington, Seattle, WA, 98195, USA
| | - Els Vermeulen
- Mammal Research Institute Whale Unit, University of Pretoria, Private Bag X20, Hatfield, 0028, Pretoria, South Africa
| | - Marcel A van den Berg
- Oceans and Coasts Research Branch, Department of Forestry, Fisheries and the Environment, Foreshore, Cape Town, South Africa
| | - Tarron Lamont
- Oceans and Coasts Research Branch, Department of Forestry, Fisheries and the Environment, Foreshore, Cape Town, South Africa
- Department of Oceanography, University of Cape Town, Cape Town, South Africa
- Nansen-Tutu Centre for Marine Environmental Research, University of Cape Town, Cape Town, South Africa
- Bayworld Centre for Research and Education, Cape Town, South Africa
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2
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Plön S, Andra K, Auditore L, Gegout C, Hale PJ, Hampe O, Ramilo-Henry M, Burkhardt-Holm P, Jaigirdar AM, Klein L, Maewashe MK, Müssig J, Ramsarup N, Roussouw N, Sabin R, Shongwe TC, Tuddenham P. Marine mammals as indicators of Anthropocene Ocean Health. NPJ BIODIVERSITY 2024; 3:24. [PMID: 39256530 PMCID: PMC11387633 DOI: 10.1038/s44185-024-00055-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Accepted: 07/19/2024] [Indexed: 09/12/2024]
Abstract
The current state of marine mammal populations reflects increasing anthropogenic impacts on the global Ocean. Adopting a holistic approach towards marine mammal health, incorporating healthy individuals and healthy populations, these taxa present indicators of the health of the overall Ocean system. Their present deterioration at the animal, population and ecosystem level has implications for human health and the global system. In the Anthropocene, multiple planetary boundaries have already been exceeded, and quiet tipping points in the Ocean may present further uncertainties. Long and short-term monitoring of marine mammal health in the holistic sense is urgently required to assist in evaluating and reversing the impact on Ocean Health and aid in climate change mitigation.
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Affiliation(s)
- S Plön
- Stellenbosch Institute for Advanced Study (STIAS), Stellenbosch, South Africa.
- Forschungsinstitut für Philosophie Hannover (FIPH), Hannover, Germany.
- Hanse Wissenschaftskolleg (HWK), Delmenhorst, Germany.
| | - K Andra
- Department of Biological Sciences, University of Cape Town, Cape Town, South Africa
| | - L Auditore
- Department of Biological Sciences, University of Cape Town, Cape Town, South Africa
| | - C Gegout
- School of Politics and International Relations, University of Nottingham, Nottingham, UK
| | - P J Hale
- Department for the History of Science, Technology & Medicine, University of Oklahoma, Norman, OK, USA
- Hanse-Wissenschaftskolleg, Institute for Advanced Study, Delmenhorst, Germany
| | - O Hampe
- Museum für Naturkunde, Leibniz-Institut für Evolutions- und Biodiversitätsforschung, Berlin, Germany, Invalidenstraße 43
- Institut für Geologische Wissenschaften, Fachrichtung Paläontologie, Freie Universität Berlin, Berlin, Germany, Malteserstr. 74-100
| | - M Ramilo-Henry
- Department of Biological Sciences, University of Cape Town, Cape Town, South Africa
| | - P Burkhardt-Holm
- Department of Environmental Sciences, MGU, University of Basel, Basel, Switzerland
| | - A M Jaigirdar
- Department of Biological Sciences, University of Cape Town, Cape Town, South Africa
| | - L Klein
- European School of Governance (EUSG), Berlin, Germany
- International Federation for Systems Research, Vienna, Austria
| | - M K Maewashe
- Department of Oceanography, University of Cape Town, Cape Town, South Africa
| | - J Müssig
- The Biological Materials Group, Department of Biomimetics, HSB - City University of Applied Sciences, Bremen, Germany
| | - N Ramsarup
- Department of Oceanography, University of Cape Town, Cape Town, South Africa
| | - N Roussouw
- Bayworld Centre for Research and Education (BCRE), Gqeberha, South Africa
| | - R Sabin
- Natural History Museum (NHM), London, UK
| | - T C Shongwe
- Department of Biological Sciences, University of Cape Town, Cape Town, South Africa
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3
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Åsvestad L, Ahonen H, Menze S, Lowther A, Lindstrøm U, Krafft BA. Seasonal acoustic presence of marine mammals at the South Orkney Islands, Scotia Sea. ROYAL SOCIETY OPEN SCIENCE 2024; 11:230233. [PMID: 38179083 PMCID: PMC10762438 DOI: 10.1098/rsos.230233] [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: 03/03/2023] [Accepted: 11/30/2023] [Indexed: 01/06/2024]
Abstract
Increased knowledge about marine mammal seasonal distribution and species assemblage from the South Orkney Islands waters is needed for the development of management regulations of the commercial fishery for Antarctic krill (Euphausia superba) in this region. Passive acoustic monitoring (PAM) data were collected during the autumn and winter seasons in two consecutive years (2016, 2017), which represented highly contrasting environmental conditions due to the 2016 El Niño event. We explored differences in seasonal patterns in marine mammal acoustic presence between the two years in context of environmental cues and climate variability. Acoustic signals from five baleen whale species, two pinniped species and odontocete species were detected and separated into guilds. Although species diversity remained stable over time, the ice-avoiding and ice-affiliated species dominated before and after the onset of winter, respectively, and thus demonstrating a shift in guild composition related to season. Herein, we provide novel information about local marine mammal species diversity, community structure and residency times in a krill hotspot. Our study also demonstrates the utility of PAM data and its usefulness in providing new insights into the marine mammal habitat use and responses to environmental conditions, which are essential knowledge for the future development of a sustainable fishery management in a changing ecosystem.
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Affiliation(s)
| | | | | | | | - Ulf Lindstrøm
- University of Tromsø, 9037 Tromsø, Norway
- Institute of Marine Research, 9296 Tromsø Norway
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4
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Lysiak NSJ, Ferguson SH, Hornby CA, Heide-Jørgensen MP, Matthews CJD. Prolonged baleen hormone cycles suggest atypical reproductive endocrinology of female bowhead whales. ROYAL SOCIETY OPEN SCIENCE 2023; 10:230365. [PMID: 37501659 PMCID: PMC10369022 DOI: 10.1098/rsos.230365] [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: 03/29/2023] [Accepted: 07/05/2023] [Indexed: 07/29/2023]
Abstract
Serial measurements of hormone concentrations along baleen plates allow for reconstructions of mysticete whale reproductive histories. We assessed gestation and calving interval in bowhead whales (Balaena mysticetus) by measuring progesterone, oestradiol, corticosterone and nitrogen stable isotope ratios (δ15N) along baleen of 10 females from the eastern Canada-west Greenland population. Three immature females (body size < 14.32 m) had uniformly low progesterone concentrations across their baleen, while seven mature females (body size ≥ 14.35 m) had repeated, sustained elevations of progesterone indicative of pregnancies. The mean duration of progesterone elevations (23.6 ± 1.50 months) was considerably longer than the approximately 14 month gestation previously estimated for this species. We consider several possible explanations for this observation, including delayed implantation or sequential ovulations prior to gestation, strategies that would allow females to maximize their fitness in variable Arctic conditions, as well as suggest modified criteria defining gestation as a shorter component of the entire progesterone peak. Calving intervals varied within and among individuals (mean = 3.7 years; range = range 2.8-5.7 years), providing population-specific reproductive estimates for growth models used in bowhead whale management and conservation.
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Affiliation(s)
- N. S. J. Lysiak
- Biology Department, Suffolk University, Boston, 02108, MA, USA
| | - S. H. Ferguson
- Arctic Aquatic Research Division, Fisheries and Oceans Canada, 501 University Crescent, Winnipeg, Manitoba, Canada R3T 2N6
| | - C. A. Hornby
- Arctic Aquatic Research Division, Fisheries and Oceans Canada, 501 University Crescent, Winnipeg, Manitoba, Canada R3T 2N6
| | | | - C. J. D. Matthews
- Arctic Aquatic Research Division, Fisheries and Oceans Canada, 501 University Crescent, Winnipeg, Manitoba, Canada R3T 2N6
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5
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Sousa A, Fernandez M, Alves F, Arranz P, Dinis A, González García L, Morales M, Lettrich M, Encarnação Coelho R, Costa H, Capela Lourenço T, Azevedo JMN, Frazão Santos C. A novel expert-driven methodology to develop thermal response curves and project habitat thermal suitability for cetaceans under a changing climate. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 860:160376. [PMID: 36423844 DOI: 10.1016/j.scitotenv.2022.160376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Revised: 11/09/2022] [Accepted: 11/17/2022] [Indexed: 06/16/2023]
Abstract
Over the last decades, global warming has contributed to changes in marine species composition, abundance and distribution, in response to changes in oceanographic conditions such as temperature, acidification, and deoxygenation. Experimentally derived thermal limits, which are known to be related to observed latitudinal ranges, have been used to assess variations in species distribution patterns. However, such experiments cannot be undertaken on free-swimming large marine predators with wide-range distribution, like cetaceans. An alternative approach is to elicit expert's knowledge to derive species' thermal suitability and assess their thermal responses, something that has never been tested in these taxa. We developed and applied a methodology based on expert-derived thermal suitability curves and projected future responses for several species under different climate scenarios. We tested this approach with ten cetacean species currently present in the biogeographic area of Macaronesia (North Atlantic) under Representative Concentration Pathways 2.6, 4.5 and 8.5, until 2050. Overall, increases in annual thermal suitability were found for Balaenoptera edeni, Globicephala macrorhynchus, Mesoplodon densirostris, Physeter macrocephalus, Stenella frontalis, Tursiops truncatus and Ziphius cavirostris. Conversely, our results indicated a decline in thermal suitability for B. physalus, Delphinus delphis, and Grampus griseus. Our study reveals potential responses in cetaceans' thermal suitability, and potentially in other highly mobile and large predators, and it tests this method's applicability, which is a novel application for this purpose and group of species. It aims to be a cost-efficient tool to support conservation managers and practitioners.
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Affiliation(s)
- Andreia Sousa
- cE3c - Center for Ecology, Evolution and Environmental Change & CHANGE - Global Change and Sustainability Institute, Faculdade de Ciências, Universidade de Lisboa, 1749-016 Lisboa, Portugal.
| | - Marc Fernandez
- MARE - Marine and Environmental Sciences Centre/ARNET - Aquatic Research Network, ARDITI, Madeira, Portugal; cE3c - Centre for Ecology, Evolution and Environmental Changes, Azorean Biodiversity Group, CHANGE - Global Change and Sustainability Institute, Faculty of Sciences and Technology, University of the Azores, Rua da Mãe de Deus, 9500-321 Ponta Delgada, Portugal.
| | - Filipe Alves
- MARE - Marine and Environmental Sciences Centre/ARNET - Aquatic Research Network, ARDITI, Madeira, Portugal
| | - Patricia Arranz
- BIOECOMAC, Research group on Biodiversity, Marine Ecology and Conservation, University of La Laguna, Tenerife, Spain
| | - Ana Dinis
- MARE - Marine and Environmental Sciences Centre/ARNET - Aquatic Research Network, ARDITI, Madeira, Portugal
| | - Laura González García
- cE3c - Centre for Ecology, Evolution and Environmental Changes, Azorean Biodiversity Group, CHANGE - Global Change and Sustainability Institute, Faculty of Sciences and Technology, University of the Azores, Rua da Mãe de Deus, 9500-321 Ponta Delgada, Portugal
| | - Misael Morales
- Biosean Whale Watching & Marine Science, Marina Del Sur, Las Galletas 38631. Tenerife, Spain
| | - Matthew Lettrich
- ECS Federal in support of NOAA Fisheries Office of Science and Technology, Silver Spring, MD, USA
| | - Ricardo Encarnação Coelho
- cE3c - Center for Ecology, Evolution and Environmental Change & CHANGE - Global Change and Sustainability Institute, Faculdade de Ciências, Universidade de Lisboa, 1749-016 Lisboa, Portugal
| | - Hugo Costa
- cE3c - Center for Ecology, Evolution and Environmental Change & CHANGE - Global Change and Sustainability Institute, Faculdade de Ciências, Universidade de Lisboa, 1749-016 Lisboa, Portugal
| | - Tiago Capela Lourenço
- cE3c - Center for Ecology, Evolution and Environmental Change & CHANGE - Global Change and Sustainability Institute, Faculdade de Ciências, Universidade de Lisboa, 1749-016 Lisboa, Portugal
| | - José Manuel Neto Azevedo
- cE3c - Centre for Ecology, Evolution and Environmental Changes, Azorean Biodiversity Group, CHANGE - Global Change and Sustainability Institute, Faculty of Sciences and Technology, University of the Azores, Rua da Mãe de Deus, 9500-321 Ponta Delgada, Portugal
| | - Catarina Frazão Santos
- MARE - Marine and Environmental Sciences Center / ARNET - Aquatic Research Network, Departamento de Biologia Animal, Faculdade de Ciências, Universidade de Lisboa, 1749-016 Lisboa, Portugal; Environmental Economics Knowledge Center, Nova School of Business and Economics, New University of Lisbon, Rua da Holanda 1, 2775-405 Carcavelos, Portugal
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6
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Thorne LH, Heywood EI, Hirtle NO. Rapid restructuring of the odontocete community in an ocean warming hotspot. GLOBAL CHANGE BIOLOGY 2022; 28:6524-6540. [PMID: 36054792 PMCID: PMC9804436 DOI: 10.1111/gcb.16382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 06/24/2022] [Accepted: 07/11/2022] [Indexed: 06/15/2023]
Abstract
Cetaceans are important consumers in marine ecosystems, but few studies have quantified their climate responses. The rapid, directional warming occurring in the Northeast United States (NEUS) provides a unique opportunity to assess climate impacts on cetaceans. We used stranding data to examine changes to the distribution and relative abundance of odontocetes from 1996 to 2020 in both the NEUS and the Southeast United States (SEUS), which is not warming. We conducted simulations to determine the number of stranding events needed to detect a distributional shift for each species given the speed of the shift and the spatial variability in strandings. We compared observed shifts to climate velocity. Smaller sample sizes were needed to detect more rapid poleward shifts, particularly for species with low spatial variability. Poleward shifts were observed in all species with sufficient sample sizes, and shifts were faster than predicted by climate velocity. For species whose trailing edge of distribution occurred in the NEUS, the center of distribution approached the northern limit of the NEUS and relative abundance declined through time, suggesting shifts north out of US waters. The relative abundance of warm water species in the stranding record increased significantly in the NEUS while that of cool water species declined significantly as their distributions shifted north out of the NEUS. Changes in the odontocete community were less apparent in the SEUS, highlighting the importance of regional warming. Observed poleward shifts and changes in species composition suggest a reorganization of the odontocete community in the NEUS in response to rapid warming. We suggest that strandings provide a key dataset for understanding climate impacts on cetaceans given limitations of survey effort and modeling approaches for predicting distributions under rapidly changing conditions. Our findings portend marked changes to the distribution of highly mobile consumer species across international boundaries under continued warming.
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Affiliation(s)
- Lesley H. Thorne
- School of Marine and Atmospheric SciencesStony Brook UniversityStony BrookNew YorkUSA
| | - Eleanor I. Heywood
- School of Marine and Atmospheric SciencesStony Brook UniversityStony BrookNew YorkUSA
| | - Nathan O. Hirtle
- School of Marine and Atmospheric SciencesStony Brook UniversityStony BrookNew YorkUSA
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7
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Chambault P, Kovacs KM, Lydersen C, Shpak O, Teilmann J, Albertsen CM, Heide-Jørgensen MP. Future seasonal changes in habitat for Arctic whales during predicted ocean warming. SCIENCE ADVANCES 2022; 8:eabn2422. [PMID: 35867786 PMCID: PMC9307241 DOI: 10.1126/sciadv.abn2422] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Accepted: 06/08/2022] [Indexed: 05/31/2023]
Abstract
Ocean warming is causing shifts in the distributions of marine species, but the location of suitable habitats in the future is unknown, especially in remote regions such as the Arctic. Using satellite tracking data from a 28-year-long period, covering all three endemic Arctic cetaceans (227 individuals) in the Atlantic sector of the Arctic, together with climate models under two emission scenarios, species distributions were projected to assess responses of these whales to climate change by the end of the century. While contrasting responses were observed across species and seasons, long-term predictions suggest northward shifts (243 km in summer versus 121 km in winter) in distribution to cope with climate change. Current summer habitats will decline (mean loss: -25%), while some expansion into new winter areas (mean gain: +3%) is likely. However, comparing gains versus losses raises serious concerns about the ability of these polar species to deal with the disappearance of traditional colder habitats.
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Affiliation(s)
- Philippine Chambault
- Greenland Institute of Natural Resources, Strandgade 91, 2, DK-1401 Copenhagen, Denmark
- Department of Ecology and Evolutionary Biology, University of California, Santa Cruz, CA, USA
| | - Kit M. Kovacs
- Norwegian Polar Institute, Fram Centre, N-9296 Tromsø, Norway
| | | | - Olga Shpak
- A.N. Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, Moscow 119071, Russia (Independent scientist, Kharkov, Ukraine)
| | - Jonas Teilmann
- Marine Mammal Research, Department of Bioscience, Aarhus University, Frederiksborgvej 399, 4000 Roskilde, Denmark
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8
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Kebke A, Samarra F, Derous D. Climate change and cetacean health: impacts and future directions. Philos Trans R Soc Lond B Biol Sci 2022; 377:20210249. [PMID: 35574848 DOI: 10.1098/rstb.2021.0249] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Climate change directly impacts the foraging opportunities of cetaceans (e.g. lower prey availability), leads to habitat loss, and forces cetaceans to move to other feeding grounds. The rise in ocean temperature, low prey availability and loss of habitat can have severe consequences for cetacean survival, particularly those species that are already threatened or those with a limited habitat range. In addition, it is predicted that the concentration of contaminants in aquatic environments will increase owing to Arctic meltwater and increased rainfall events leading to higher rates of land-based runoff in downstream coastal areas. These persistent and mobile contaminants can bioaccumulate in the ecosystem, and lead to ecotoxicity with potentially severe consequences on the reproductive organs, immune system and metabolism of marine mammals. There is a need to measure and assess the cumulative impact of multiple stressors, given that climate change, habitat alteration, low prey availability and contaminants do not act in isolation. Human-caused perturbations to cetacean foraging abilities are becoming a pervasive and prevalent threat to many cetacean species on top of climate change-associated stressors. We need to move to a greater understanding of how multiple stressors impact the metabolism of cetaceans and ultimately their population trajectory. This article is part of the theme issue 'Nurturing resilient marine ecosystems'.
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Affiliation(s)
- Anna Kebke
- School of Biological Sciences, University of Aberdeen, Aberdeen, UK
| | - Filipa Samarra
- University of Iceland's Institute of Research Centres, Vestmannaeyjar, Iceland
| | - Davina Derous
- School of Biological Sciences, University of Aberdeen, Aberdeen, UK
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9
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Towers JR, Pilkington JF, Mason EA, Mason EV. A bowhead whale in the eastern North Pacific. Ecol Evol 2022; 12:e8664. [PMID: 35309749 PMCID: PMC8901862 DOI: 10.1002/ece3.8664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Revised: 01/29/2022] [Accepted: 02/07/2022] [Indexed: 11/23/2022] Open
Abstract
Bowhead whales occur in the Arctic year-round. Their movements are largely correlated with seasonal expansions and reductions of sea ice, but a few recent extralimital sightings have occurred in the eastern and western North Atlantic and one was also documented in the western North Pacific over 50 years ago. Here we present details of a juvenile bowhead whale that was photographed and filmed from above and below the water while it was skim-feeding in Caamaño Sound, BC, Canada on May 31, 2016. This sighting occurred over 2000 km southeast from the nearest known range for this species in the Bering Sea at a time that most bowhead whales in that region would have been migrating northeast. This sighting represents the first and only documentation of a bowhead whale in the eastern North Pacific to date.
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Affiliation(s)
- Jared R. Towers
- Bay CetologyAlert BayBritish ColumbiaCanada
- Fisheries and Oceans CanadaPacific Biological StationNanaimoBritish ColumbiaCanada
| | - James F. Pilkington
- Fisheries and Oceans CanadaPacific Biological StationNanaimoBritish ColumbiaCanada
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10
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Braun CD, Arostegui MC, Thorrold SR, Papastamatiou YP, Gaube P, Fontes J, Afonso P. The Functional and Ecological Significance of Deep Diving by Large Marine Predators. ANNUAL REVIEW OF MARINE SCIENCE 2022; 14:129-159. [PMID: 34416123 DOI: 10.1146/annurev-marine-032521-103517] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Many large marine predators make excursions from surface waters to the deep ocean below 200 m. Moreover, the ability to access meso- and bathypelagic habitats has evolved independently across marine mammals, reptiles, birds, teleost fishes, and elasmobranchs. Theoretical and empirical evidence suggests a number of plausible functional hypotheses for deep-diving behavior. Developing ways to test among these hypotheses will, however, require new ways to quantify animal behavior and biophysical oceanographic processes at coherent spatiotemporal scales. Current knowledge gaps include quantifying ecological links between surface waters and mesopelagic habitats and the value of ecosystem services provided by biomass in the ocean twilight zone. Growing pressure for ocean twilight zone fisheries creates an urgent need to understand the importance of the deep pelagic ocean to large marine predators.
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Affiliation(s)
- Camrin D Braun
- Biology Department, Woods Hole Oceanographic Institution, Woods Hole, Massachusetts 02543, USA;
- School of Aquatic and Fishery Sciences, University of Washington, Seattle, Washington 98195, USA
| | - Martin C Arostegui
- Biology Department, Woods Hole Oceanographic Institution, Woods Hole, Massachusetts 02543, USA;
- Air-Sea Interaction and Remote Sensing Department, Applied Physics Laboratory, University of Washington, Seattle, Washington 98105, USA
| | - Simon R Thorrold
- Biology Department, Woods Hole Oceanographic Institution, Woods Hole, Massachusetts 02543, USA;
| | - Yannis P Papastamatiou
- Institute of Environment, Department of Biological Sciences, Florida International University, Miami, Florida 33181, USA
| | - Peter Gaube
- Air-Sea Interaction and Remote Sensing Department, Applied Physics Laboratory, University of Washington, Seattle, Washington 98105, USA
| | - Jorge Fontes
- Okeanos and Institute of Marine Research, University of the Azores, 9901-862 Horta, Portugal
| | - Pedro Afonso
- Biology Department, Woods Hole Oceanographic Institution, Woods Hole, Massachusetts 02543, USA;
- Okeanos and Institute of Marine Research, University of the Azores, 9901-862 Horta, Portugal
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11
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Biddlecombe BA, Watt CA. Incorporating environmental covariates into a Bayesian stock production model for the endangered Cumberland Sound beluga population. ENDANGER SPECIES RES 2022. [DOI: 10.3354/esr01186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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12
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Annual variation of oceanographic conditions changed migration timing of bowhead whales Balaena mysticetus in the southern Chukchi Sea. Polar Biol 2021. [DOI: 10.1007/s00300-021-02960-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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13
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Insley SJ, Halliday WD, Mouy X, Diogou N. Bowhead whales overwinter in the Amundsen Gulf and Eastern Beaufort Sea. ROYAL SOCIETY OPEN SCIENCE 2021; 8:202268. [PMID: 33996127 PMCID: PMC8059979 DOI: 10.1098/rsos.202268] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Accepted: 03/22/2021] [Indexed: 06/12/2023]
Abstract
The bowhead whale is the only baleen whale endemic to the Arctic and is well adapted to this environment. Bowheads live near the polar ice edge for much of the year and although sea ice dynamics are not the only driver of their annual migratory movements, it likely plays a key role. Given the intrinsic variability of open water and ice, one might expect bowhead migratory plasticity to be high and linked to this proximate environmental factor. Here, through a network of underwater passive acoustic recorders, we document the first known occurrence of bowheads overwintering in what is normally their summer foraging grounds in the Amundsen Gulf and eastern Beaufort Sea. The underlying question is whether this is the leading edge of a phenological shift in a species' migratory behaviour in an environment undergoing dramatic shifts due to climate change.
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Affiliation(s)
- S. J. Insley
- Wildlife Conservation Society Canada, Whitehorse, Yukon, Canada
- Department of Biology, University of Victoria, Victoria, British Columbia, Canada
| | - W. D. Halliday
- Wildlife Conservation Society Canada, Whitehorse, Yukon, Canada
- School of Earth and Ocean Sciences, University of Victoria, Victoria, British Columbia, Canada
| | - X. Mouy
- School of Earth and Ocean Sciences, University of Victoria, Victoria, British Columbia, Canada
- JASCO Applied Sciences Ltd, Victoria, British Colombia, Canada
| | - N. Diogou
- Wildlife Conservation Society Canada, Whitehorse, Yukon, Canada
- School of Earth and Ocean Sciences, University of Victoria, Victoria, British Columbia, Canada
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14
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Abstract
This paper provides a concise review of the remote sensing of ocean fronts in marine ecology and fisheries, with a particular focus on the most popular front detection algorithms and techniques, including those proposed by Canny, Cayula and Cornillon, Miller, Shimada et al., Belkin and O’Reilly, and Nieto et al.. A case is made for a feature-based approach that emphasizes fronts as major structural and circulation features of the ocean realm that play key roles in various aspects of marine ecology.
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15
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Chambault P, Tervo OM, Garde E, Hansen RG, Blackwell SB, Williams TM, Dietz R, Albertsen CM, Laidre KL, Nielsen NH, Richard P, Sinding MHS, Schmidt HC, Heide-Jørgensen MP. The impact of rising sea temperatures on an Arctic top predator, the narwhal. Sci Rep 2020; 10:18678. [PMID: 33122802 PMCID: PMC7596713 DOI: 10.1038/s41598-020-75658-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Accepted: 10/14/2020] [Indexed: 02/04/2023] Open
Abstract
Arctic top predators are expected to be impacted by increasing temperatures associated with climate change, but the relationship between increasing sea temperatures and population dynamics of Arctic cetaceans remains largely unexplored. Narwhals (Monodon monoceros) are considered to be among the most sensitive of Arctic endemic marine mammals to climate change due to their limited prey selection, strict migratory patterns and high site fidelity. In the context of climate change, we assume that the population dynamics of narwhals are partly influenced by changes in environmental conditions, with warm areas of increasing sea temperatures having lower abundance of narwhals. Using a unique large dataset of 144 satellite tracked narwhals, sea surface temperature (SST) data spanning 25 years (1993–2018) and narwhal abundance estimates from 17 localities, we (1) assessed the thermal exposure of this species, (2) investigated the SST trends at the summer foraging grounds, and (3) assessed the relationship between SST and abundance of narwhals. We showed a sharp SST increase in Northwest, Mideast and Southeast Greenland, whereas no change could be detected in the Canadian Arctic Archipelago (CAA) and in the Greenland Sea. The rising sea temperatures were correlated with the smallest narwhal abundance observed in the Mideast and Southeast Greenland (< 2000 individuals), where the mean summer sea temperatures were the highest (6.3 °C) compared to the cold waters of the CAA (0.7 °C) that were associated with the largest narwhal populations (> 40,000 individuals). These results support the hypothesis that warming ocean waters will restrict the habitat range of the narwhal, further suggesting that narwhals from Mideast and Southeast Greenland may be under pressure to abandon their traditional habitats due to ocean warming, and consequently either migrate further North or locally go extinct.
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Affiliation(s)
- P Chambault
- Greenland Institute of Natural Resources, Strandgade 91, 1401, Copenhagen, Denmark.
| | - O M Tervo
- Greenland Institute of Natural Resources, Strandgade 91, 1401, Copenhagen, Denmark
| | - E Garde
- Greenland Institute of Natural Resources, Strandgade 91, 1401, Copenhagen, Denmark
| | - R G Hansen
- Greenland Institute of Natural Resources, Strandgade 91, 1401, Copenhagen, Denmark
| | - S B Blackwell
- Greeneridge Sciences, Inc, 5266 Hollister Avenue, Suite 107, Santa Barbara, CA, 93111, USA
| | | | - R Dietz
- Department of Bioscience, Aarhus University, Frederiksborgvej 399, 4000, Roskilde, Denmark
| | - C M Albertsen
- DTU Aqua, Technical University of Denmark, 2800, Kgs. Lyngby, DK, Denmark
| | - K L Laidre
- Applied Physics Laboratory, Polar Science Center, University of Washington, Seattle, WA, 98105-6698, USA
| | - N H Nielsen
- Greenland Institute of Natural Resources, Box 570, 3900, Nuuk, Greenland
| | - P Richard
- Fisheries and Oceans Canada, Winnipeg, MB, R3T 2N6, Canada
| | - M H S Sinding
- Greenland Institute of Natural Resources, Strandgade 91, 1401, Copenhagen, Denmark.,Smurfit Institute of Genetics, Trinity College Dublin, Dublin 2, Ireland
| | - H C Schmidt
- Greenland Institute of Natural Resources, Strandgade 91, 1401, Copenhagen, Denmark
| | - M P Heide-Jørgensen
- Greenland Institute of Natural Resources, Strandgade 91, 1401, Copenhagen, Denmark
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16
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Age- and sex-specific movement, behaviour and habitat-use patterns of bowhead whales (Balaena mysticetus) in the Eastern Canadian Arctic. Polar Biol 2020. [DOI: 10.1007/s00300-020-02739-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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17
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Heide‐Jørgensen MP, Blackwell SB, Williams TM, Sinding MHS, Skovrind M, Tervo OM, Garde E, Hansen RG, Nielsen NH, Ngô MC, Ditlevsen S. Some like it cold: Temperature-dependent habitat selection by narwhals. Ecol Evol 2020; 10:8073-8090. [PMID: 32788962 PMCID: PMC7417212 DOI: 10.1002/ece3.6464] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Revised: 05/11/2020] [Accepted: 05/15/2020] [Indexed: 12/27/2022] Open
Abstract
The narwhal (Monodon monoceros) is a high-Arctic species inhabiting areas that are experiencing increases in sea temperatures, which together with reduction in sea ice are expected to modify the niches of several Arctic marine apex predators. The Scoresby Sound fjord complex in East Greenland is the summer residence for an isolated population of narwhals. The movements of 12 whales instrumented with Fastloc-GPS transmitters were studied during summer in Scoresby Sound and at their offshore winter ground in 2017-2019. An additional four narwhals provided detailed hydrographic profiles on both summer and winter grounds. Data on diving of the whales were obtained from 20 satellite-linked time-depth recorders and 16 Acousonde™ recorders that also provided information on the temperature and depth of buzzes. In summer, the foraging whales targeted depths between 300 and 850 m where the preferred areas visited by the whales had temperatures ranging between 0.6 and 1.5°C (mean = 1.1°C, SD = 0.22). The highest probability of buzzing activity during summer was at a temperature of 0.7°C and at depths > 300 m. The whales targeted similar depths at their offshore winter ground where the temperature was slightly higher (range: 0.7-1.7°C, mean = 1.3°C, SD = 0.29). Both the probability of buzzing events and the spatial distribution of the whales in both seasons demonstrated a preferential selection of cold water. This was particularly pronounced in winter where cold coastal water was selected and warm Atlantic water farther offshore was avoided. It is unknown if the small temperature niche of whales while feeding is because prey is concentrated at these temperature gradients and is easier to capture at low temperatures, or because there are limitations in the thermoregulation of the whales. In any case, the small niche requirements together with their strong site fidelity emphasize the sensitivity of narwhals to changes in the thermal characteristics of their habitats.
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Affiliation(s)
| | | | - Terrie M. Williams
- Center for Ocean Health – Long Marine LaboratoryUniversity of California‐Santa CruzSanta CruzCAUSA
| | - Mikkel Holger S. Sinding
- Greenland Institute of Natural ResourcesCopenhagenDenmark
- Smurfit Institute of GeneticsTrinity College DublinDublinIreland
| | | | - Outi M. Tervo
- Greenland Institute of Natural ResourcesCopenhagenDenmark
| | - Eva Garde
- Greenland Institute of Natural ResourcesCopenhagenDenmark
| | | | | | - Mạnh Cường Ngô
- Greenland Institute of Natural ResourcesCopenhagenDenmark
| | - Susanne Ditlevsen
- Data Science LaboratoryDepartment of Mathematical SciencesUniversity of CopenhagenCopenhagenDenmark
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18
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Kovacs KM, Lydersen C, Vacquiè-Garcia J, Shpak O, Glazov D, Heide-Jørgensen MP. The endangered Spitsbergen bowhead whales' secrets revealed after hundreds of years in hiding. Biol Lett 2020; 16:20200148. [PMID: 32516566 PMCID: PMC7336847 DOI: 10.1098/rsbl.2020.0148] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Spitsbergen's bowhead whales (Balaena mysticetus) were hunted to near extinction in the world's first commercial whaling enterprise; this population clearly remains threatened, but nothing is known about its distribution, making assessment unfeasible. In this study, we document range, movement patterns and habitat preferences of this population, based on tagging done from an icebreaker-based helicopter. Despite their reduced abundance, Spitsbergen's bowhead whales occupy much of their historical range, stretching across the northern Barents Region from East Greenland eastward to Franz Josef Land. Unlike larger bowhead populations to the west, they do not migrate in a classical sense, but rather disperse from wintering grounds in the northernmost parts of their range during spring, returning northward again in autumn, a pattern opposite in terms of directionality compared to other Arctic bowhead whale populations. The extreme affiliation of this population with cold, ice-filled waters is a concern given ongoing climate warming and concomitant rapid sea ice habitat loss.
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Affiliation(s)
- Kit M Kovacs
- Norwegian Polar Institute, Fram Centre, N-9296 Tromsø, Norway
| | | | | | - Olga Shpak
- A.N. Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, Moscow 119071, Russia
| | - Dmitry Glazov
- A.N. Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, Moscow 119071, Russia
| | - Mads Peter Heide-Jørgensen
- Greenland Institute of Natural Resources, DK-1401 Copenhagen K, Denmark.,Greenland Institute of Natural Resources, DK-3900 Nuuk, Greenland
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19
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Frasier TR, Petersen SD, Postma L, Johnson L, Heide-Jørgensen MP, Ferguson SH. Abundance estimation from genetic mark-recapture data when not all sites are sampled: An example with the bowhead whale. Glob Ecol Conserv 2020. [DOI: 10.1016/j.gecco.2020.e00903] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
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20
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Häfker NS, Tessmar-Raible K. Rhythms of behavior: are the times changin’? Curr Opin Neurobiol 2020; 60:55-66. [DOI: 10.1016/j.conb.2019.10.005] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Revised: 10/25/2019] [Accepted: 10/29/2019] [Indexed: 02/07/2023]
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21
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Albouy C, Delattre V, Donati G, Frölicher TL, Albouy-Boyer S, Rufino M, Pellissier L, Mouillot D, Leprieur F. Global vulnerability of marine mammals to global warming. Sci Rep 2020; 10:548. [PMID: 31953496 PMCID: PMC6969058 DOI: 10.1038/s41598-019-57280-3] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Accepted: 12/20/2019] [Indexed: 11/18/2022] Open
Abstract
Although extinctions due to climate change are still uncommon, they might surpass those caused by habitat loss or overexploitation over the next few decades. Among marine megafauna, mammals fulfill key and irreplaceable ecological roles in the ocean, and the collapse of their populations may therefore have irreversible consequences for ecosystem functioning and services. Using a trait-based approach, we assessed the vulnerability of all marine mammals to global warming under high and low greenhouse gas emission scenarios for the middle and the end of the 21st century. We showed that the North Pacific Ocean, the Greenland Sea and the Barents Sea host the species that are most vulnerable to global warming. Future conservation plans should therefore focus on these regions, where there are long histories of overexploitation and there are high levels of current threats to marine mammals. Among the most vulnerable marine mammals were several threatened species, such as the North Pacific right whale (Eubalaena japonica) and the dugong (Dugong dugon), that displayed unique combinations of functional traits. Beyond species loss, we showed that the potential extinctions of the marine mammals that were most vulnerable to global warming might induce a disproportionate loss of functional diversity, which may have profound impacts on the future functioning of marine ecosystems worldwide.
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Affiliation(s)
- Camille Albouy
- IFREMER, unité Ecologie et Modèles pour l'Halieutique, rue de l'Ile d'Yeu, BP21105, 44311, Nantes, cedex 3, France.
| | | | - Giulia Donati
- Landscape Ecology, Institute of Terrestrial Ecosystems, ETH Zürich, 8092, Zürich, Switzerland.,Swiss Federal Research Institute WSL, 8903, Birmensdorf, Switzerland
| | - Thomas L Frölicher
- Climate and Environmental Physics, Physics Institute, University of Bern, Bern, Switzerland.,Oeschger Centre for Climate Change Research, University of Bern, Bern, Switzerland
| | | | - Marta Rufino
- MARE - Marine and Environmental Sciences Centre, Faculty of Sciences, University of Lisbon, Campo Grande, 1749-016, Lisboa, Portugal.,CCMAR, The Centre of Marine Sciences, Universidade do Algarve, Campus de Gambelas, 8005-139, Faro, Portugal
| | - Loïc Pellissier
- Landscape Ecology, Institute of Terrestrial Ecosystems, ETH Zürich, 8092, Zürich, Switzerland.,Swiss Federal Research Institute WSL, 8903, Birmensdorf, Switzerland
| | - David Mouillot
- MARBEC, Univ Montpellier, CNRS, Ifremer, IRD, Montpellier, France
| | - Fabien Leprieur
- MARBEC, Univ Montpellier, CNRS, Ifremer, IRD, Montpellier, France.,Institut Universitaire de France, Paris, France
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22
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Coordinated transformation of the gut microbiome and lipidome of bowhead whales provides novel insights into digestion. ISME JOURNAL 2019; 14:688-701. [PMID: 31787747 PMCID: PMC7031289 DOI: 10.1038/s41396-019-0549-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Revised: 10/23/2019] [Accepted: 10/28/2019] [Indexed: 12/11/2022]
Abstract
Whale digestion plays an integral role in many ocean ecosystems. By digesting enormous quantities of lipid-rich prey, whales support their energy intensive lifestyle, but also excrete nutrients important to ocean biogeochemical cycles. Nevertheless, whale digestion is poorly understood. Gastrointestinal microorganisms play a significant role in vertebrate digestion, but few studies have examined them in whales. To investigate digestion of lipids, and the potential contribution of microbes to lipid digestion in whales, we characterized lipid composition (lipidomes) and bacterial communities (microbiotas) in 126 digesta samples collected throughout the gastrointestinal tracts of 38 bowhead whales (Balaena mysticetus) harvested by Alaskan Eskimos. Lipidomes and microbiotas were strongly correlated throughout the gastrointestinal tract. Lipidomes and microbiotas were most variable in the small intestine and most similar in the large intestine, where microbiota richness was greatest. Our results suggest digestion of wax esters, the primary lipids in B. mysticetus prey representing more than 80% of total dietary lipids, occurred in the mid- to distal small intestine and was correlated with specific microorganisms. Because wax esters are difficult to digest by other marine vertebrates and constitute a large reservoir of carbon in the ocean, our results further elucidate the essential roles that whales and their gastrointestinal microbiotas play in the biogeochemical cycling of carbon and nutrients in high-latitude seas.
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23
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Tulloch VJD, Plagányi ÉE, Brown C, Richardson AJ, Matear R. Future recovery of baleen whales is imperiled by climate change. GLOBAL CHANGE BIOLOGY 2019; 25:1263-1281. [PMID: 30807685 PMCID: PMC6850638 DOI: 10.1111/gcb.14573] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2018] [Revised: 11/28/2018] [Accepted: 12/11/2018] [Indexed: 05/24/2023]
Abstract
Historical harvesting pushed many whale species to the brink of extinction. Although most Southern Hemisphere populations are slowly recovering, the influence of future climate change on their recovery remains unknown. We investigate the impacts of two anthropogenic pressures-historical commercial whaling and future climate change-on populations of baleen whales (blue, fin, humpback, Antarctic minke, southern right) and their prey (krill and copepods) in the Southern Ocean. We use a climate-biological coupled "Model of Intermediate Complexity for Ecosystem Assessments" (MICE) that links krill and whale population dynamics with climate change drivers, including changes in ocean temperature, primary productivity and sea ice. Models predict negative future impacts of climate change on krill and all whale species, although the magnitude of impacts on whales differs among populations. Despite initial recovery from historical whaling, models predict concerning declines under climate change, even local extinctions by 2100, for Pacific populations of blue, fin and southern right whales, and Atlantic/Indian fin and humpback whales. Predicted declines were a consequence of reduced prey (copepods/krill) from warming and increasing interspecific competition between whale species. We model whale population recovery under an alternative scenario whereby whales adapt their migratory patterns to accommodate changing sea ice in the Antarctic and a shifting prey base. Plasticity in range size and migration was predicted to improve recovery for ice-associated blue and minke whales. Our study highlights the need for ongoing protection to help depleted whale populations recover, as well as local management to ensure the krill prey base remains viable, but this may have limited success without immediate action to reduce emissions.
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Affiliation(s)
- Vivitskaia J. D. Tulloch
- ARC Centre of Excellence in Environmental DecisionsUniversity of QueenslandSt Lucia, BrisbaneQLDAustralia
- CSIRO Oceans and Atmosphere, Queensland BioSciences Precinct (QBP)St Lucia, BrisbaneQLDAustralia
| | - Éva E. Plagányi
- CSIRO Oceans and Atmosphere, Queensland BioSciences Precinct (QBP)St Lucia, BrisbaneQLDAustralia
| | | | - Anthony J. Richardson
- CSIRO Oceans and Atmosphere, Queensland BioSciences Precinct (QBP)St Lucia, BrisbaneQLDAustralia
- Centre for Applications in Natural Resource Mathematics, School of Mathematics and PhysicsThe University of QueenslandSt LuciaQLDAustralia
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24
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Albertsen CM. Generalizing the first-difference correlated random walk for marine animal movement data. Sci Rep 2019; 9:4017. [PMID: 30850659 PMCID: PMC6408531 DOI: 10.1038/s41598-019-40405-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Accepted: 02/14/2019] [Indexed: 11/09/2022] Open
Abstract
Animal telemetry data are often analysed with discrete time movement models. These models are defined with regular time steps. However, telemetry data from marine animals are observed irregularly. To account for irregular data, a time-irregularised first-difference correlated random walk model with drift is introduced. The model generalizes the commonly used first-difference correlated random walk with regular time steps by allowing irregular time steps, including a drift term, and by allowing different autocorrelation in the two coordinates. The model is applied to data from a ringed seal collected through the Argos satellite system, and is compared to related movement models through simulations. Accounting for irregular data in the movement model results in accurate parameter estimates and reconstruction of movement paths. Further, the introduced model can provide more accurate movement paths than the regular time counterpart. Extracting accurate movement paths from uncertain telemetry data is important for evaluating space use patterns for marine animals, which in turn is crucial for management. Further, handling irregular data directly in the movement model allows efficient simultaneous analyses of several animals.
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