1
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Casey C, Fregosi S, Oswald JN, Janik VM, Visser F, Southall B. Common dolphin whistle responses to experimental mid-frequency sonar. PLoS One 2024; 19:e0302035. [PMID: 38669257 PMCID: PMC11051594 DOI: 10.1371/journal.pone.0302035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 03/27/2024] [Indexed: 04/28/2024] Open
Abstract
Oceanic delphinids that occur in and around Navy operational areas are regularly exposed to intense military sonar broadcast within the frequency range of their hearing. However, empirically measuring the impact of sonar on the behavior of highly social, free-ranging dolphins is challenging. Additionally, baseline variability or the frequency of vocal state-switching among social oceanic dolphins during undisturbed conditions is lacking, making it difficult to attribute changes in vocal behavior to anthropogenic disturbance. Using a network of drifting acoustic buoys in controlled exposure experiments, we investigated the effects of mid-frequency (3-4 kHz) active sonar (MFAS) on whistle production in short-beaked (Delphinus delphis delphis) and long-beaked common dolphins (Delphinus delphis bairdii) in southern California. Given the complexity of acoustic behavior exhibited by these group-living animals, we conducted our response analysis over varying temporal windows (10 min- 5 s) to describe both longer-term and instantaneous changes in sound production. We found that common dolphins exhibited acute and pronounced changes in whistle rate in the 5 s following exposure to simulated Navy MFAS. This response was sustained throughout sequential MFAS exposures within experiments simulating operational conditions, suggesting that dolphins may not habituate to this disturbance. These results indicate that common dolphins exhibit brief yet clearly detectable acoustic responses to MFAS. They also highlight how variable temporal analysis windows-tuned to key aspects of baseline vocal behavior as well as experimental parameters related to MFAS exposure-enable the detection of behavioral responses. We suggest future work with oceanic delphinids explore baseline vocal rates a-priori and use information on the rate of change in vocal behavior to inform the analysis time window over which behavioral responses are measured.
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Affiliation(s)
- Caroline Casey
- Southall Environmental Associates, Inc., Aptos, California, United States of America
- Institute of Marine Sciences, University of California Santa Cruz, Santa Cruz, California, United States of America
| | - Selene Fregosi
- Southall Environmental Associates, Inc., Aptos, California, United States of America
| | - Julie N. Oswald
- Scottish Oceans Institute, Sea Mammal Research Unit, School of Biology, University of St. Andrews, St. Andrews, United Kingdom
| | - Vincent M. Janik
- Scottish Oceans Institute, Sea Mammal Research Unit, School of Biology, University of St. Andrews, St. Andrews, United Kingdom
| | - Fleur Visser
- Kelp Marine Research, Hoorn, The Netherlands
- Department of Coastal Systems, Royal Netherlands Institute for Sea Research, Den Burg, Texel, The Netherlands
| | - Brandon Southall
- Southall Environmental Associates, Inc., Aptos, California, United States of America
- Institute of Marine Sciences, University of California Santa Cruz, Santa Cruz, California, United States of America
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2
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Frankish CK, von Benda-Beckmann AM, Teilmann J, Tougaard J, Dietz R, Sveegaard S, Binnerts B, de Jong CAF, Nabe-Nielsen J. Ship noise causes tagged harbour porpoises to change direction or dive deeper. MARINE POLLUTION BULLETIN 2023; 197:115755. [PMID: 37976591 DOI: 10.1016/j.marpolbul.2023.115755] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 10/31/2023] [Accepted: 11/02/2023] [Indexed: 11/19/2023]
Abstract
Shipping is the most pervasive source of marine noise pollution globally, yet its impact on sensitive fauna remains unclear. We tracked 10 harbour porpoises for 5-10 days to determine exposure and behavioural reactions to modelled broadband noise (10 Hz-20 kHz, VHF-weighted) from individual ships monitored by AIS. Porpoises spent a third of their time experiencing ship noise above ambient, to which they regularly reacted by moving away during daytime and diving deeper during night. However, even ships >2 km away (noise levels of 93 ± 14 dB re 1 μPa2) caused animals to react 5-9 % of the time (∼18.6 ships/day). Ships can thus influence the behaviour and habitat use of cetaceans over long distances, with worrying implications for fitness in coastal areas where anthropogenic noise from dense ship traffic repeatedly disrupt their natural behaviour.
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Affiliation(s)
- Caitlin K Frankish
- Marine Mammal Research Section, Department of Ecoscience, Aarhus University, Roskilde, Denmark.
| | - Alexander M von Benda-Beckmann
- Acoustics and Sonar Research Group, Netherlands Organization for Applied and Scientific Research (TNO), The Hague, the Netherlands
| | - Jonas Teilmann
- Marine Mammal Research Section, Department of Ecoscience, Aarhus University, Roskilde, Denmark
| | - Jakob Tougaard
- Marine Mammal Research Section, Department of Ecoscience, Aarhus University, Roskilde, Denmark
| | - Rune Dietz
- Marine Mammal Research Section, Department of Ecoscience, Aarhus University, Roskilde, Denmark
| | - Signe Sveegaard
- Marine Mammal Research Section, Department of Ecoscience, Aarhus University, Roskilde, Denmark
| | - Bas Binnerts
- Acoustics and Sonar Research Group, Netherlands Organization for Applied and Scientific Research (TNO), The Hague, the Netherlands
| | - Christ A F de Jong
- Acoustics and Sonar Research Group, Netherlands Organization for Applied and Scientific Research (TNO), The Hague, the Netherlands
| | - Jacob Nabe-Nielsen
- Marine Mammal Research Section, Department of Ecoscience, Aarhus University, Roskilde, Denmark
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3
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Field measurements reveal exposure risk to microplastic ingestion by filter-feeding megafauna. Nat Commun 2022; 13:6327. [PMID: 36319629 PMCID: PMC9626449 DOI: 10.1038/s41467-022-33334-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 09/13/2022] [Indexed: 11/08/2022] Open
Abstract
Microparticles, such as microplastics and microfibers, are ubiquitous in marine food webs. Filter-feeding megafauna may be at extreme risk of exposure to microplastics, but neither the amount nor pathway of microplastic ingestion are well understood. Here, we combine depth-integrated microplastic data from the California Current Ecosystem with high-resolution foraging measurements from 191 tag deployments on blue, fin, and humpback whales to quantify plastic ingestion rates and routes of exposure. We find that baleen whales predominantly feed at depths of 50-250 m, coinciding with the highest measured microplastic concentrations in the pelagic ecosystem. Nearly all (99%) microplastic ingestion is predicted to occur via trophic transfer. We predict that fish-feeding whales are less exposed to microplastic ingestion than krill-feeding whales. Per day, a krill-obligate blue whale may ingest 10 million pieces of microplastic, while a fish-feeding humpback whale likely ingests 200,000 pieces of microplastic. For species struggling to recover from historical whaling alongside other anthropogenic pressures, our findings suggest that the cumulative impacts of multiple stressors require further attention.
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4
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Booth CG, Brannan N, Dunlop R, Friedlander A, Isojunno S, Miller P, Quick N, Southall B, Pirotta E. A sampling, exposure and receptor framework for identifying factors that modulate behavioural responses to disturbance in cetaceans. J Anim Ecol 2022; 91:1948-1960. [PMID: 35895847 PMCID: PMC9804311 DOI: 10.1111/1365-2656.13787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 06/26/2022] [Indexed: 01/05/2023]
Abstract
The assessment of behavioural disturbance in cetacean species (e.g. resulting from exposure to anthropogenic sources such as military sonar, seismic surveys, or pile driving) is important for effective conservation and management. Disturbance effects can be informed by Behavioural Response Studies (BRSs), involving either controlled exposure experiments (CEEs) where noise exposure conditions are presented deliberately to meet experimental objectives or in opportunistic contexts where ongoing activities are monitored in a strategic manner. In either context, animal-borne sensors or in situ observations can provide information on individual exposure and disturbance responses. The past 15 years of research have greatly expanded our understanding of behavioural responses to noise, including hundreds of experiments in nearly a dozen cetacean species. Many papers note limited sample sizes, required knowledge of baseline behaviour prior to exposure and the importance of contextual factors modulating behavioural responses, all of which in combination can lead to sampling biases, even for well-designed research programs. It is critical to understand these biases to robustly identify responses. This ensures outcomes of BRSs help inform predictions of how anthropogenic disturbance impacts individuals and populations. Our approach leverages concepts from the animal behaviour literature focused on helping to avoid sampling bias by considering what shapes an animal's response. These factors include social, experience, genetic and natural changes in responsiveness. We developed and applied a modified version of this framework to synthesise current knowledge on cetacean response in the context of effects observed across marine and terrestrial taxa. This new 'Sampling, Exposure, Receptor' framework (SERF) identifies 43 modulating factors, highlights potential biases, and assesses how these vary across selected focal species. In contrast to studies that identified variation in 'Exposure' factors as a key concern, our analysis indicated that factors relating to 'Sampling' (e.g. deploying tags on less evasive individuals, which biases selection of subjects), and 'Receptor' (e.g. health status or coping style) have the greatest potential for weakening the desired broad representativeness of BRSs. Our assessment also highlights how potential biases could be addressed with existing datasets or future developments.
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Affiliation(s)
- Cormac G. Booth
- SMRU Consulting, Scottish Oceans InstituteUniversity of St AndrewsSt AndrewsUK
| | - Naomi Brannan
- Southeast Asia Marine Mammal ResearchHong KongHong Kong
| | - Rebecca Dunlop
- Cetacean Ecology and Acoustics LaboratoryMoreton Bay Research Station and School of Biological SciencesUniversity of QueenslandBrisbaneAustralia
| | - Ari Friedlander
- Southall Environmental Associates, Inc.AptosCaliforniaUSA,University of California, Institute of Marine ScienceSanta CruzCaliforniaUSA
| | - Saana Isojunno
- Sea Mammal Research Unit, Scottish Oceans InstituteUniversity of St AndrewsSt AndrewsUK
| | - Patrick Miller
- Sea Mammal Research Unit, Scottish Oceans InstituteUniversity of St AndrewsSt AndrewsUK
| | - Nicola Quick
- School of Biological and Marine SciencesUniversity of PlymouthPlymouthUK,Nicholas School of the EnvironmentDuke UniversityBeaufortNorth CarolinaUSA
| | - Brandon Southall
- Southall Environmental Associates, Inc.AptosCaliforniaUSA,University of California, Institute of Marine ScienceSanta CruzCaliforniaUSA
| | - Enrico Pirotta
- Centre for Research into Ecological and Environmental ModellingUniversity of St AndrewsSt AndrewsUK
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5
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King SL, Jensen FH. Rise of the machines: Integrating technology with playback experiments to study cetacean social cognition in the wild. Methods Ecol Evol 2022. [DOI: 10.1111/2041-210x.13935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Stephanie L. King
- School of Biological Sciences University of Bristol BS8 1TQ Bristol United Kingdom
| | - Frants H. Jensen
- Biology department, Syracuse University 107 College Place 13244 Syracuse NY USA
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6
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Barlow DR, Estrada Jorge M, Klinck H, Torres LG. Shaken, not stirred: blue whales show no acoustic response to earthquake events. ROYAL SOCIETY OPEN SCIENCE 2022; 9:220242. [PMID: 35845856 PMCID: PMC9277279 DOI: 10.1098/rsos.220242] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 06/22/2022] [Indexed: 06/15/2023]
Abstract
Quantifying how animals respond to disturbance events bears relevance for understanding consequences to population health. We investigate whether blue whales respond acoustically to naturally occurring episodic noise by examining calling before and after earthquakes (27 040 calls, 32 earthquakes; 27 January-29 June 2016). Two vocalization types were evaluated: New Zealand blue whale song and downswept vocalizations ('D calls'). Blue whales did not alter the number of D calls, D call received level or song intensity following earthquakes (paired t-tests, p > 0.7 for all). Linear models accounting for earthquake strength and proximity revealed significant relationships between change in calling activity surrounding earthquakes and prior calling activity (D calls: R 2 = 0.277, p < 0.0001; song: R 2 = 0.080, p = 0.028); however, these same relationships were true for 'null' periods without earthquakes (D calls: R 2 = 0.262, p < 0.0001; song: R 2 = 0.149, p = 0.0002), indicating that the pattern is driven by blue whale calling context regardless of earthquake presence. Our findings that blue whales do not respond to episodic natural noise provide context for interpreting documented acoustic responses to anthropogenic noise sources, including shipping traffic and petroleum development, indicating that they potentially evolved tolerance for natural noise sources but not novel noise from anthropogenic origins.
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Affiliation(s)
- Dawn R. Barlow
- Geospatial Ecology of Marine Megafauna Lab, Marine Mammal Institute, and Department of Fisheries, Wildlife, and Conservation Sciences, Oregon State University, Newport, Oregon, USA
| | - Mateo Estrada Jorge
- Geospatial Ecology of Marine Megafauna Lab, Marine Mammal Institute, and Department of Fisheries, Wildlife, and Conservation Sciences, Oregon State University, Newport, Oregon, USA
- Department of Computer Science and Department of Physics, Oregon State University, Corvallis, Oregon, USA
| | - Holger Klinck
- K. Lisa Yang Center for Conservation Bioacoustics, Cornell University, Ithaca, New York, USA
- Marine Mammal Institute, Department of Fisheries, Wildlife, and Conservation Sciences, Oregon State University, Newport, Oregon, USA
| | - Leigh G. Torres
- Geospatial Ecology of Marine Megafauna Lab, Marine Mammal Institute, and Department of Fisheries, Wildlife, and Conservation Sciences, Oregon State University, Newport, Oregon, USA
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7
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Czapanskiy MF, Ponganis PJ, Fahlbusch JA, Schmitt TL, Goldbogen JA. An accelerometer-derived ballistocardiogram method for detecting heartrates in free-ranging marine mammals. J Exp Biol 2022; 225:275276. [PMID: 35502794 PMCID: PMC9167577 DOI: 10.1242/jeb.243872] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2021] [Accepted: 04/28/2022] [Indexed: 11/24/2022]
Abstract
Physio-logging methods, which use animal-borne devices to record physiological variables, are entering a new era driven by advances in sensor development. However, existing datasets collected with traditional bio-loggers, such as accelerometers, still contain untapped eco-physiological information. Here, we present a computational method for extracting heart rate from high-resolution accelerometer data using a ballistocardiogram. We validated our method with simultaneous accelerometer–electrocardiogram tag deployments in a controlled setting on a killer whale (Orcinus orca) and demonstrate the predictions correspond with previously observed cardiovascular patterns in a blue whale (Balaenoptera musculus), including the magnitude of apneic bradycardia and increase in heart rate prior to and during ascent. Our ballistocardiogram method may be applied to mine heart rates from previously collected accelerometery data and expand our understanding of comparative cardiovascular physiology. Highlighted Article: Validation of a computational method for extracting heart rate in free-ranging cetaceans from high-resolution accelerometer data using a ballistocardiogram.
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Affiliation(s)
- Max F Czapanskiy
- Hopkins Marine Station, Department of Biology, Stanford University, USA
| | - Paul J Ponganis
- Scripps Institution of Oceanography, University of California San Diego, USA
| | - James A Fahlbusch
- Hopkins Marine Station, Department of Biology, Stanford University, USA
| | - T L Schmitt
- Animal Health Department, SeaWorld of California, USA
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8
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Pirotta E, Booth CG, Calambokidis J, Costa DP, Fahlbusch JA, Friedlaender AS, Goldbogen JA, Harwood J, Hazen EL, New L, Santora JA, Watwood SL, Wertman C, Southall BL. From individual responses to population effects: Integrating a decade of multidisciplinary research on blue whales and sonar. Anim Conserv 2022. [DOI: 10.1111/acv.12785] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Affiliation(s)
- E. Pirotta
- Centre for Research into Ecological and Environmental Modelling University of St Andrews St Andrews UK
- School of Biological, Earth and Environmental Sciences University College Cork Cork Ireland
- Department of Mathematics and Statistics Washington State University Vancouver WA USA
| | - C. G. Booth
- SMRU Consulting, Scottish Oceans Institute University of St Andrews St Andrews UK
| | | | - D. P. Costa
- Institute of Marine Sciences University of California Santa Cruz CA USA
- Department of Ecology and Evolutionary Biology University of California Santa Cruz CA USA
| | - J. A. Fahlbusch
- Cascadia Research Collective Olympia WA USA
- Department of Biology, Hopkins Marine Station Stanford University Pacific Grove CA USA
| | - A. S. Friedlaender
- Institute of Marine Sciences University of California Santa Cruz CA USA
- Southall Environmental Associates, Inc. Aptos CA USA
| | - J. A. Goldbogen
- Department of Biology, Hopkins Marine Station Stanford University Pacific Grove CA USA
| | - J. Harwood
- Centre for Research into Ecological and Environmental Modelling University of St Andrews St Andrews UK
- SMRU Consulting, Scottish Oceans Institute University of St Andrews St Andrews UK
| | - E. L. Hazen
- Department of Ecology and Evolutionary Biology University of California Santa Cruz CA USA
- Department of Biology, Hopkins Marine Station Stanford University Pacific Grove CA USA
- Southwest Fisheries Science Center Environmental Research Division, National Oceanic and Atmospheric Administration (NOAA) Monterey CA USA
| | - L. New
- Ursinus College Collegeville PA USA
| | - J. A. Santora
- Southwest Fisheries Science Center Fisheries Ecology Division, National Oceanic and Atmospheric Administration (NOAA) Santa Cruz CA USA
- Department of Applied Math University of California Santa Cruz Santa Cruz CA USA
| | - S. L. Watwood
- Ranges, Engineering and Analysis Department Naval Undersea Warfare Center Newport RI USA
| | - C. Wertman
- Ranges, Engineering and Analysis Department Naval Undersea Warfare Center Newport RI USA
| | - B. L. Southall
- Institute of Marine Sciences University of California Santa Cruz CA USA
- Southall Environmental Associates, Inc. Aptos CA USA
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9
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Durban JW, Southall BL, Calambokidis J, Casey C, Fearnbach H, Joyce TW, Fahlbusch JA, Oudejans MG, Fregosi S, Friedlaender AS, Kellar NM, Visser F. Integrating remote sensing methods during controlled exposure experiments to quantify group responses of dolphins to navy sonar. MARINE POLLUTION BULLETIN 2022; 174:113194. [PMID: 34902768 DOI: 10.1016/j.marpolbul.2021.113194] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Revised: 11/21/2021] [Accepted: 11/23/2021] [Indexed: 06/14/2023]
Abstract
Human noise can be harmful to sound-centric marine mammals. Significant research has focused on characterizing behavioral responses of protected cetacean species to navy mid-frequency active sonar (MFAS). Controlled exposure experiments (CEE) using animal-borne tags have proved valuable, but smaller dolphins are not amenable to tagging and groups of interacting individuals are more relevant behavioral units for these social species. To fill key data gaps on group responses of social delphinids that are exposed to navy MFAS in large numbers, we describe novel approaches for the coordinated collection and integrated analysis of multiple remotely-sensed datasets during CEEs. This involves real-time coordination of a sonar source, shore-based group tracking, aerial photogrammetry to measure fine-scale movements and passive acoustics to quantify vocal activity. Using an example CEE involving long-beaked common dolphins (Delphinus delphis bairdii), we demonstrate how resultant quantitative metrics can be used to estimate behavioral changes and noise exposure-response relationships.
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Affiliation(s)
- J W Durban
- Southall Environmental Associates, Inc., 9099 Soquel Drive, Aptos, CA 95003, USA; Marine Mammal and Turtle Division, Southwest Fisheries Science Center, National Marine Fisheries Service, 8901 La Jolla Shores Drive, La Jolla, CA 92037, USA.
| | - B L Southall
- Southall Environmental Associates, Inc., 9099 Soquel Drive, Aptos, CA 95003, USA; Institute of Marine Sciences, University of California Santa Cruz, 115 McAllister Way, Santa Cruz, CA 95060, USA
| | - J Calambokidis
- Cascadia Research Collective, 218 1/2 W 4th Ave., Olympia, WA 98501, USA
| | - C Casey
- Southall Environmental Associates, Inc., 9099 Soquel Drive, Aptos, CA 95003, USA; Institute of Marine Sciences, University of California Santa Cruz, 115 McAllister Way, Santa Cruz, CA 95060, USA
| | - H Fearnbach
- SR3 SeaLife Response, Rehabilitation and Research, 2003 S. 216th St. #98811, Des Moines, WA 98198, USA
| | - T W Joyce
- Environmental Assessment Services, 350 Hills St., Suite 112, Richland, WA 99354, USA
| | - J A Fahlbusch
- Cascadia Research Collective, 218 1/2 W 4th Ave., Olympia, WA 98501, USA; Department of Biology, Hopkins Marine Station, Stanford University, Pacific Grove, CA 93950, USA
| | - M G Oudejans
- Kelp Marine Research, 1624 CJ Hoorn, the Netherlands
| | - S Fregosi
- Southall Environmental Associates, Inc., 9099 Soquel Drive, Aptos, CA 95003, USA
| | - A S Friedlaender
- Southall Environmental Associates, Inc., 9099 Soquel Drive, Aptos, CA 95003, USA; Institute of Marine Sciences, University of California Santa Cruz, 115 McAllister Way, Santa Cruz, CA 95060, USA
| | - N M Kellar
- Marine Mammal and Turtle Division, Southwest Fisheries Science Center, National Marine Fisheries Service, 8901 La Jolla Shores Drive, La Jolla, CA 92037, USA
| | - F Visser
- Kelp Marine Research, 1624 CJ Hoorn, the Netherlands; Department of Freshwater and Marine Ecology, Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, P.O. Box 94240, 1090 GE Amsterdam, the Netherlands; Department of Coastal Systems, Royal Netherlands Institute for Sea Research, P.O. Box 59, 1790 AB Den Burg, Texel, the Netherlands
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10
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Savoca MS, Czapanskiy MF, Kahane-Rapport SR, Gough WT, Fahlbusch JA, Bierlich KC, Segre PS, Di Clemente J, Penry GS, Wiley DN, Calambokidis J, Nowacek DP, Johnston DW, Pyenson ND, Friedlaender AS, Hazen EL, Goldbogen JA. Baleen whale prey consumption based on high-resolution foraging measurements. Nature 2021; 599:85-90. [PMID: 34732868 DOI: 10.1038/s41586-021-03991-5] [Citation(s) in RCA: 47] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2020] [Accepted: 09/01/2021] [Indexed: 11/09/2022]
Abstract
Baleen whales influence their ecosystems through immense prey consumption and nutrient recycling1-3. It is difficult to accurately gauge the magnitude of their current or historic ecosystem role without measuring feeding rates and prey consumed. To date, prey consumption of the largest species has been estimated using metabolic models3-9 based on extrapolations that lack empirical validation. Here, we used tags deployed on seven baleen whale (Mysticeti) species (n = 321 tag deployments) in conjunction with acoustic measurements of prey density to calculate prey consumption at daily to annual scales from the Atlantic, Pacific, and Southern Oceans. Our results suggest that previous studies3-9 have underestimated baleen whale prey consumption by threefold or more in some ecosystems. In the Southern Ocean alone, we calculate that pre-whaling populations of mysticetes annually consumed 430 million tonnes of Antarctic krill (Euphausia superba), twice the current estimated total biomass of E. superba10, and more than twice the global catch of marine fisheries today11. Larger whale populations may have supported higher productivity in large marine regions through enhanced nutrient recycling: our findings suggest mysticetes recycled 1.2 × 104 tonnes iron yr-1 in the Southern Ocean before whaling compared to 1.2 × 103 tonnes iron yr-1 recycled by whales today. The recovery of baleen whales and their nutrient recycling services2,3,7 could augment productivity and restore ecosystem function lost during 20th century whaling12,13.
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Affiliation(s)
- Matthew S Savoca
- Hopkins Marine Station, Stanford University, Pacific Grove, CA, USA.
| | - Max F Czapanskiy
- Hopkins Marine Station, Stanford University, Pacific Grove, CA, USA
| | | | - William T Gough
- Hopkins Marine Station, Stanford University, Pacific Grove, CA, USA
| | - James A Fahlbusch
- Hopkins Marine Station, Stanford University, Pacific Grove, CA, USA.,Cascadia Research Collective, Olympia, WA, USA
| | - K C Bierlich
- Duke University Marine Laboratory, Duke University, Beaufort, NC, USA.,Marine Mammal Institute, Hatfield Marine Science Center, Oregon State University, Newport, OR, USA
| | - Paolo S Segre
- Hopkins Marine Station, Stanford University, Pacific Grove, CA, USA
| | - Jacopo Di Clemente
- Department of Biology, University of Copenhagen, Copenhagen, Denmark.,Department of Biology, University of Southern Denmark, Odense, Denmark.,Department of Bioscience, Aarhus University, Aarhus, Denmark
| | - Gwenith S Penry
- Institute for Coastal and Marine Research, Nelson Mandela University, Port Elizabeth, South Africa
| | - David N Wiley
- Stellwagen Bank National Marine Sanctuary, NOAA National Ocean Service, Scituate, MA, USA
| | | | - Douglas P Nowacek
- Duke University Marine Laboratory, Duke University, Beaufort, NC, USA
| | - David W Johnston
- Duke University Marine Laboratory, Duke University, Beaufort, NC, USA
| | - Nicholas D Pyenson
- Department of Paleobiology, National Museum of Natural History, Washington, DC, USA.,Department of Paleontology and Geology, Burke Museum of Natural History and Culture, Seattle, WA, USA
| | - Ari S Friedlaender
- Long Marine Laboratory, University of California, Santa Cruz, Santa Cruz, CA, USA
| | - Elliott L Hazen
- Hopkins Marine Station, Stanford University, Pacific Grove, CA, USA.,Long Marine Laboratory, University of California, Santa Cruz, Santa Cruz, CA, USA.,Environmental Research Division, NOAA Southwest Fisheries Science Center, Monterey, CA, USA
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11
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Bailey H, Fandel AD, Silva K, Gryzb E, McDonald E, Hoover AL, Ogburn MB, Rice AN. Identifying and predicting occurrence and abundance of a vocal animal species based on individually specific calls. Ecosphere 2021. [DOI: 10.1002/ecs2.3685] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Affiliation(s)
- H. Bailey
- Chesapeake Biological Laboratory University of Maryland Center for Environmental Science Solomons Maryland 20688 USA
| | - A. D. Fandel
- Chesapeake Biological Laboratory University of Maryland Center for Environmental Science Solomons Maryland 20688 USA
| | - K. Silva
- Chesapeake Biological Laboratory University of Maryland Center for Environmental Science Solomons Maryland 20688 USA
| | - E. Gryzb
- Chesapeake Biological Laboratory University of Maryland Center for Environmental Science Solomons Maryland 20688 USA
| | - E. McDonald
- Chesapeake Biological Laboratory University of Maryland Center for Environmental Science Solomons Maryland 20688 USA
| | - A. L. Hoover
- Chesapeake Biological Laboratory University of Maryland Center for Environmental Science Solomons Maryland 20688 USA
| | - M. B. Ogburn
- Smithsonian Environmental Research Center 647 Contees Wharf Road Edgewater Maryland 21037 USA
| | - A. N. Rice
- Center for Conservation Bioacoustics Cornell Lab of Ornithology Cornell University Ithaca New York 14850 USA
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12
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Czapanskiy MF, Savoca MS, Gough WT, Segre PS, Wisniewska DM, Cade DE, Goldbogen JA. Modelling short‐term energetic costs of sonar disturbance to cetaceans using high‐resolution foraging data. J Appl Ecol 2021. [DOI: 10.1111/1365-2664.13903] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Max F. Czapanskiy
- Hopkins Marine Station Department of Biology Stanford University Pacific Grove CA USA
| | - Matthew S. Savoca
- Hopkins Marine Station Department of Biology Stanford University Pacific Grove CA USA
| | - William T. Gough
- Hopkins Marine Station Department of Biology Stanford University Pacific Grove CA USA
| | - Paolo S. Segre
- Hopkins Marine Station Department of Biology Stanford University Pacific Grove CA USA
| | - Danuta M. Wisniewska
- Hopkins Marine Station Department of Biology Stanford University Pacific Grove CA USA
- Centre d'Etudes Biologiques de Chizé CNRS‐Université de La Rochelle Villiers‐en‐Bois France
| | - David E. Cade
- Hopkins Marine Station Department of Biology Stanford University Pacific Grove CA USA
- Institute of Marine Sciences University of California Santa Cruz CA USA
| | - Jeremy A. Goldbogen
- Hopkins Marine Station Department of Biology Stanford University Pacific Grove CA USA
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13
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Cade DE, Seakamela SM, Findlay KP, Fukunaga J, Kahane‐Rapport SR, Warren JD, Calambokidis J, Fahlbusch JA, Friedlaender AS, Hazen EL, Kotze D, McCue S, Meÿer M, Oestreich WK, Oudejans MG, Wilke C, Goldbogen JA. Predator‐scale spatial analysis of intra‐patch prey distribution reveals the energetic drivers of rorqual whale super‐group formation. Funct Ecol 2021. [DOI: 10.1111/1365-2435.13763] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- David E. Cade
- Hopkins Marine Station Stanford University Pacific Grove CA USA
- Institute of Marine Science University of California, Santa Cruz Santa Cruz CA USA
| | - S. Mduduzi Seakamela
- Department of Environment, Forestry and Fisheries, Branch: Oceans and Coasts, Victoria & Alfred Waterfront Cape Town South Africa
| | - Ken P. Findlay
- Oceans Economy Cape Peninsula University of Technology Cape Town South Africa
- MRI Whale Unit Department of Zoology and Entomology University of Pretoria Hatfield South Africa
| | - Julie Fukunaga
- Hopkins Marine Station Stanford University Pacific Grove CA USA
| | | | - Joseph D. Warren
- School of Marine and Atmospheric Sciences Stony Brook University Southampton NY USA
| | | | - James A. Fahlbusch
- Hopkins Marine Station Stanford University Pacific Grove CA USA
- Cascadia Research Collective Olympia WA USA
| | - Ari S. Friedlaender
- Institute of Marine Science University of California, Santa Cruz Santa Cruz CA USA
| | - Elliott L. Hazen
- Environmental Research Division/Southwest Fisheries Science Center/National Marine Fisheries Service/National Oceanic and Atmospheric Administration Monterey CA USA
| | - Deon Kotze
- Department of Environment, Forestry and Fisheries, Branch: Oceans and Coasts, Victoria & Alfred Waterfront Cape Town South Africa
| | - Steven McCue
- Department of Environment, Forestry and Fisheries, Branch: Oceans and Coasts, Victoria & Alfred Waterfront Cape Town South Africa
| | - Michael Meÿer
- Department of Environment, Forestry and Fisheries, Branch: Oceans and Coasts, Victoria & Alfred Waterfront Cape Town South Africa
| | | | | | - Christopher Wilke
- Department of Environment, Forestry and Fisheries, Branch: Fisheries Management Cape Town South Africa
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14
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Pirotta E, Booth CG, Cade DE, Calambokidis J, Costa DP, Fahlbusch JA, Friedlaender AS, Goldbogen JA, Harwood J, Hazen EL, New L, Southall BL. Context-dependent variability in the predicted daily energetic costs of disturbance for blue whales. CONSERVATION PHYSIOLOGY 2021; 9:coaa137. [PMID: 33505702 PMCID: PMC7816799 DOI: 10.1093/conphys/coaa137] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 12/16/2020] [Accepted: 12/19/2020] [Indexed: 05/28/2023]
Abstract
Assessing the long-term consequences of sub-lethal anthropogenic disturbance on wildlife populations requires integrating data on fine-scale individual behavior and physiology into spatially and temporally broader, population-level inference. A typical behavioral response to disturbance is the cessation of foraging, which can be translated into a common metric of energetic cost. However, this necessitates detailed empirical information on baseline movements, activity budgets, feeding rates and energy intake, as well as the probability of an individual responding to the disturbance-inducing stressor within different exposure contexts. Here, we integrated data from blue whales (Balaenoptera musculus) experimentally exposed to military active sonar signals with fine-scale measurements of baseline behavior over multiple days or weeks obtained from accelerometry loggers, telemetry tracking and prey sampling. Specifically, we developed daily simulations of movement, feeding behavior and exposure to localized sonar events of increasing duration and intensity and predicted the effects of this disturbance source on the daily energy intake of an individual. Activity budgets and movements were highly variable in space and time and among individuals, resulting in large variability in predicted energetic intake and costs. In half of our simulations, an individual's energy intake was unaffected by the simulated source. However, some individuals lost their entire daily energy intake under brief or weak exposure scenarios. Given this large variation, population-level models will have to assess the consequences of the entire distribution of energetic costs, rather than only consider single summary statistics. The shape of the exposure-response functions also strongly influenced predictions, reinforcing the need for contextually explicit experiments and improved mechanistic understanding of the processes driving behavioral and physiological responses to disturbance. This study presents a robust approach for integrating different types of empirical information to assess the effects of disturbance at spatio-temporal and ecological scales that are relevant to management and conservation.
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Affiliation(s)
- Enrico Pirotta
- Department of Mathematics and Statistics, Washington State University, Vancouver, WA 98686, USA
- School of Biological, Earth and Environmental Sciences, University College Cork, Cork T23 N73K, Ireland
| | - Cormac G Booth
- SMRU Consulting, Scottish Oceans Institute, University of St Andrews, St Andrews KY16 8LB, UK
| | - David E Cade
- Department of Biology, Hopkins Marine Station, Stanford University, Pacific Grove, CA 93950, USA
- Institute of Marine Sciences, University of California, Santa Cruz, CA 95064, USA
| | | | - Daniel P Costa
- Department of Ecology and Evolutionary Biology, University of California, Santa Cruz, CA 95060, USA
- Institute of Marine Sciences, University of California, Santa Cruz, CA 95064, USA
| | - James A Fahlbusch
- Department of Biology, Hopkins Marine Station, Stanford University, Pacific Grove, CA 93950, USA
- Cascadia Research Collective, Olympia, WA 98501, USA
| | - Ari S Friedlaender
- Southall Environmental Associates, Inc., Aptos, CA 95003, USA
- Institute of Marine Sciences, University of California, Santa Cruz, CA 95064, USA
| | - Jeremy A Goldbogen
- Department of Biology, Hopkins Marine Station, Stanford University, Pacific Grove, CA 93950, USA
| | - John Harwood
- SMRU Consulting, Scottish Oceans Institute, University of St Andrews, St Andrews KY16 8LB, UK
- Centre for Research into Ecological and Environmental Modelling, University of St Andrews, St Andrews KY16 9LZ, UK
| | - Elliott L Hazen
- Southwest Fisheries Science Center, Environmental Research Division, National Oceanic and Atmospheric Administration (NOAA), Monterey, CA 93940, USA
| | - Leslie New
- Department of Mathematics and Statistics, Washington State University, Vancouver, WA 98686, USA
| | - Brandon L Southall
- Southall Environmental Associates, Inc., Aptos, CA 95003, USA
- Institute of Marine Sciences, University of California, Santa Cruz, CA 95064, USA
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15
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Friedlaender AS, Bowers MT, Cade D, Hazen EL, Stimpert AK, Allen AN, Calambokidis J, Fahlbusch J, Segre P, Visser F, Southall BL, Goldbogen JA. The advantages of diving deep: Fin whales quadruple their energy intake when targeting deep krill patches. Funct Ecol 2019. [DOI: 10.1111/1365-2435.13471] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Ari S. Friedlaender
- Department of Ocean Sciences and Ecology and Evolutionary Biology Institute for Marine Sciences University of California Santa Cruz Santa Cruz CA USA
- Southall Environmental Associates Aptos CA USA
| | - Matthew T. Bowers
- Southall Environmental Associates Aptos CA USA
- Department of Fish, Wildlife, and Conservation Biology Colorado State University Fort Collins CO USA
| | - David Cade
- Hopkins Marine Station Stanford University Pacific Grove CA USA
| | - Elliott L. Hazen
- Department of Ocean Sciences and Ecology and Evolutionary Biology Institute for Marine Sciences University of California Santa Cruz Santa Cruz CA USA
- NOAA Southwest Fisheries Science Center Monterey CA USA
| | | | - Ann N. Allen
- NOAA Pacific Islands Fisheries Science Center Honolulu HI USA
| | | | - James Fahlbusch
- Hopkins Marine Station Stanford University Pacific Grove CA USA
- Cascadia Research Collective Cascadia WA USA
| | - Paolo Segre
- Hopkins Marine Station Stanford University Pacific Grove CA USA
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16
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Cotter E, Murphy P, Bassett C, Williamson B, Polagye B. Acoustic characterization of sensors used for marine environmental monitoring. MARINE POLLUTION BULLETIN 2019; 144:205-215. [PMID: 31179990 DOI: 10.1016/j.marpolbul.2019.04.079] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2019] [Revised: 04/23/2019] [Accepted: 04/30/2019] [Indexed: 06/09/2023]
Abstract
Active acoustic sensors are widely used in oceanographic and environmental studies. Although many have nominal operating frequencies above the range of marine mammal hearing, they can produce out-of-band sound that may be audible to marine mammals. Acoustic emissions from four active acoustic transducers were characterized and compared to marine mammal hearing thresholds. All four transducers had nominal operating frequencies above the reported upper limit of marine mammal hearing, but produced measurable sound below 160 kHz. A spatial map of the acoustic emissions of each sonar is used to evaluate potential effects on marine mammal hearing when the transducer is continuously operated from a stationary platform. Based on the cumulative sound exposure level metric, the acoustic emissions from the transducers are unlikely to cause temporary threshold shifts in marine mammals, but could affect animal behavior. The extent of audibility is estimated to be, at most, on the order of 100 m.
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Affiliation(s)
- Emma Cotter
- University of Washington Department of Mechanical Engineering, Stevens Way, Box 352600, Seattle, WA 98195, USA.
| | - Paul Murphy
- University of Washington Department of Mechanical Engineering, Stevens Way, Box 352600, Seattle, WA 98195, USA.
| | - Christopher Bassett
- Applied Physics Laboratory, University of Washington, 1013 NE 40(th) St, Box 355640, Seattle, WA 98105, USA.
| | - Benjamin Williamson
- Environmental Research Institute, University of the Highlands and Islands (UHI), Ormlie Road, Thurso KW14 7EE, UK; School of Biological Sciences, University of Aberdeen, Tillydrone Avenue, Aberdeen AB24 2TZ, UK.
| | - Brian Polagye
- University of Washington Department of Mechanical Engineering, Stevens Way, Box 352600, Seattle, WA 98195, USA.
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17
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Knight K. Sonar disturbs blue whales when feeding. J Exp Biol 2019. [DOI: 10.1242/jeb.199893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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