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Ko H, Lauder G, Nagpal R. The role of hydrodynamics in collective motions of fish schools and bioinspired underwater robots. J R Soc Interface 2023; 20:20230357. [PMID: 37876271 PMCID: PMC10598440 DOI: 10.1098/rsif.2023.0357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 10/02/2023] [Indexed: 10/26/2023] Open
Abstract
Collective behaviour defines the lives of many animal species on the Earth. Underwater swarms span several orders of magnitude in size, from coral larvae and krill to tunas and dolphins. Agent-based algorithms have modelled collective movements of animal groups by use of social forces, which approximate the behaviour of individual animals. But details of how swarming individuals interact with the fluid environment are often under-examined. How do fluid forces shape aquatic swarms? How do fish use their flow-sensing capabilities to coordinate with their schooling mates? We propose viewing underwater collective behaviour from the framework of fluid stigmergy, which considers both physical interactions and information transfer in fluid environments. Understanding the role of hydrodynamics in aquatic collectives requires multi-disciplinary efforts across fluid mechanics, biology and biomimetic robotics. To facilitate future collaborations, we synthesize key studies in these fields.
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Affiliation(s)
- Hungtang Ko
- Mechanical and Aerospace Engineering, Princeton University, Princeton, NJ, USA
| | - George Lauder
- Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, USA
| | - Radhika Nagpal
- Mechanical and Aerospace Engineering, Princeton University, Princeton, NJ, USA
- Computer Science, Princeton University, Princeton, NJ, USA
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Anders N, Hannaas S, Saltskår J, Schuster E, Tenningen M, Totland B, Vold A, Øvredal JT, Breen M. Vitality as a measure of animal welfare during purse seine pumping related crowding of Atlantic mackerel (Scomber scrombrus). Sci Rep 2022; 12:21949. [PMID: 36536033 PMCID: PMC9763418 DOI: 10.1038/s41598-022-26373-x] [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: 09/22/2022] [Accepted: 12/14/2022] [Indexed: 12/24/2022] Open
Abstract
The impacts of wild capture fishing on animal welfare are poorly understood. During purse seine fishing for Atlantic mackerel (Scomber scrombrus), catches are crowded to high densities to facilitate pumping onboard. This study aimed to monitor fish welfare during crowding events in the Norwegian purse seine fishery, and to identify relevant drivers. We first correlated a suite of neuro-endocrine, physiological and physical stress responses (integrated into a single measure of welfare using multivariate analysis) to the behavioural vitality of individual mackerel in controlled crowding trials in aquaculture cages. Vitality was found to be a useful measure of welfare. We then assessed individual fish vitality onboard a commercial purse seiner. Catch welfare, measured using vitality, was observed to be negatively impacted during pumping related crowding. Larger catches and longer crowding exposure times resulted in greater negative impacts. Vitality was not significantly impacted by crowding density or dissolved oxygen concentrations inside the net, although methodological limitations limited accurate measurement of these parameters. Blood lactate levels correlated negatively with vitality, suggesting that high-intensity anaerobic locomotory activity was associated with the reduction in welfare. Based on these findings, catch welfare could be improved by targeting smaller schools to minimise crowding exposure times.
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Affiliation(s)
- Neil Anders
- grid.10917.3e0000 0004 0427 3161Institute of Marine Research (IMR), Fish Capture Division, Nordnes. NO-5817, Nordnesgaten 50, P.O. Box 1870, 5005 Bergen, Norway
| | - Sigurd Hannaas
- grid.10917.3e0000 0004 0427 3161Institute of Marine Research (IMR), Fish Capture Division, Nordnes. NO-5817, Nordnesgaten 50, P.O. Box 1870, 5005 Bergen, Norway
| | - Jostein Saltskår
- grid.10917.3e0000 0004 0427 3161Institute of Marine Research (IMR), Fish Capture Division, Nordnes. NO-5817, Nordnesgaten 50, P.O. Box 1870, 5005 Bergen, Norway
| | - Erik Schuster
- grid.10917.3e0000 0004 0427 3161Institute of Marine Research (IMR), Fish Capture Division, Nordnes. NO-5817, Nordnesgaten 50, P.O. Box 1870, 5005 Bergen, Norway
| | - Maria Tenningen
- grid.10917.3e0000 0004 0427 3161Institute of Marine Research (IMR), Fish Capture Division, Nordnes. NO-5817, Nordnesgaten 50, P.O. Box 1870, 5005 Bergen, Norway
| | - Bjørn Totland
- grid.10917.3e0000 0004 0427 3161Institute of Marine Research (IMR), Fish Capture Division, Nordnes. NO-5817, Nordnesgaten 50, P.O. Box 1870, 5005 Bergen, Norway
| | - Aud Vold
- grid.10917.3e0000 0004 0427 3161Institute of Marine Research (IMR), Fish Capture Division, Nordnes. NO-5817, Nordnesgaten 50, P.O. Box 1870, 5005 Bergen, Norway
| | - Jan Tore Øvredal
- grid.10917.3e0000 0004 0427 3161Institute of Marine Research (IMR), Fish Capture Division, Nordnes. NO-5817, Nordnesgaten 50, P.O. Box 1870, 5005 Bergen, Norway
| | - Mike Breen
- grid.10917.3e0000 0004 0427 3161Institute of Marine Research (IMR), Fish Capture Division, Nordnes. NO-5817, Nordnesgaten 50, P.O. Box 1870, 5005 Bergen, Norway
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Tveit GM, Anders N, Bondø MS, Mathiassen JR, Breen M. Atlantic mackerel (Scomber scombrus) change skin colour in response to crowding stress. JOURNAL OF FISH BIOLOGY 2022; 100:738-747. [PMID: 34958484 PMCID: PMC9306841 DOI: 10.1111/jfb.14987] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Revised: 12/15/2021] [Accepted: 12/24/2021] [Indexed: 06/14/2023]
Abstract
Wild capture can be stressful for fish. Stress has the potential to induce mortality in released unwanted catches or negative flesh quality consequences in retained ones. Such effects compromise sustainable natural resource management and industry profitability. Mitigating stress during capture is therefore desirable. Biological indicators of stress can objectively inform fishers as to the functional welfare status of catches during fishing operations. If they are to be of practical use in mitigating stress during wild capture events, such indicators must be quantifiable, respond rapidly, reflect the level of induced stress and be easily observable. Atlantic mackerel (Scomber scombrus) are extensively targeted by purse seine fisheries in European waters but are particularly vulnerable to stress. Excessive crowding in the net is thought to be the principal stress mechanism. There is therefore a need to develop indicators of crowding stress for this species so that catch welfare can be improved. Here, we demonstrate that S. scombrus exhibit a skin colour change from predominately green to predominately blue when exposed to crowding stress. In sea cage trials, we induced various degrees of stress in groups of wild-caught S. scombrus by manipulating crowding density and its duration. Skin colour was quantified in air using digital photography. The colour change occurred rapidly (within the typical duration of crowding events in the fishery), and its magnitude was correlated to the severity and duration of crowding. Bluer fish were also associated with higher levels of plasma lactate. No appreciable colour change was observed in uncrowded (control) groups during the treatment period. Nonetheless, unstressed S. scombrus did turn blue <1 h after death. Together, these results indicate that skin colour change has the potential to be a useful real-time indicator of crowding stress for S. scombrus and could therefore be used to improve welfare during wild capture fishing.
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Affiliation(s)
- Guro M. Tveit
- Department of Seafood TechnologySINTEF Ocean ASTrondheimNorway
| | - Neil Anders
- Fish Capture DivisionInstitute of Marine Research (IMR)BergenNorway
| | - Morten S. Bondø
- Department of Seafood TechnologySINTEF Ocean ASTrondheimNorway
| | | | - Mike Breen
- Fish Capture DivisionInstitute of Marine Research (IMR)BergenNorway
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Anders N, Roth B, Breen M. Physiological response and survival of Atlantic mackerel exposed to simulated purse seine crowding and release. CONSERVATION PHYSIOLOGY 2021; 9:coab076. [PMID: 34532056 PMCID: PMC8439261 DOI: 10.1093/conphys/coab076] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 07/02/2021] [Accepted: 08/18/2021] [Indexed: 06/13/2023]
Abstract
Understanding how animals physiologically respond to capture and release from wild capture fishing is fundamental for developing practices that enhance their welfare and survival. As part of purse seine fishing for small pelagic fish in northern European waters, excess and/or unwanted catches are routinely released from the net in a process called slipping. Due to excessive crowding in the net prior to release, post-slipping mortality rates can be unacceptably high. Atlantic mackerel (Scomber scombrus) support large and economically important purse seine fisheries but are known to be particularly vulnerable to such crowding-induced mortality. Developing management advice to promote post-slipping survival for this species is currently challenging, due to a lack of understanding of how crowding influences their physiology. Here we examine the physiological response, recovery and survival of wild caught mackerel exposed to various degrees and durations of simulated crowding stress in a series of sea cage trials. The magnitude of the physiological response and its time to recovery was positively correlated with crowding density and duration and was characterized by cortisol elevation, energy mobilization and anaerobic metabolite accumulation. There were also indications of osmoregulatory disturbance. Skin injury and mortality rates showed a similar positive relationship to crowding density. The physiological disturbance was recoverable for most fish. Instead, the rate at which mortalities developed and the physiological profile of moribund fish indicated that skin injury, likely arising from abrasive contact with netting and other fish during crowding, was the probable cause of mortality. Injured fish also exhibited a loss of allometric condition relative to non-injured survivors. Crowding treatments were potentially confounded by differences in ambient oxygen reduction, water temperature and pre-treatment fish condition between trials, and densities were replicated only once. These results contribute to the development of welfare conscious fishing practices that aim to reduce post-slipping mortality.
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Affiliation(s)
- Neil Anders
- Fish Capture Division, Institute of Marine Research (IMR), Bergen, 5817, Norway
| | - Bjørn Roth
- Department of Processing Technology, NOFIMA, Stavanger, 4068, Norway
| | - Mike Breen
- Fish Capture Division, Institute of Marine Research (IMR), Bergen, 5817, Norway
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Anders N, Eide I, Lerfall J, Roth B, Breen M. Physiological and flesh quality consequences of pre-mortem crowding stress in Atlantic mackerel (Scomber scombrus). PLoS One 2020; 15:e0228454. [PMID: 32053624 PMCID: PMC7018012 DOI: 10.1371/journal.pone.0228454] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2019] [Accepted: 01/15/2020] [Indexed: 11/25/2022] Open
Abstract
In commercial wild capture pelagic fisheries it is common practice to crowd catches to high densities to allow efficient pumping onboard. Crowding during the final stages of purse seine capture for small pelagic species often results in intense and sustained behavioural escape responses. Such a response may trigger a shift in energy production from aerobic to anaerobic pathways and result in metabolic acid accumulation and exhaustion of intracellular reserves of ATP. Where there is insufficient time or opportunity to recover to physiological equilibrium before death, pre-mortem stress may be an important determinant of fillet quality, as has been shown for a variety of farmed fish species. However, there is currently a lack of knowledge related to the flesh quality implications of capture stress for wild captured species in European waters. Here we show that crowding results in a physiological stress response that has consequences for flesh quality in the wild captured species Atlantic mackerel (Scomber scombrus). Using small schools in tanks and aquaculture net pens in three separate experiments, we found crowding results in physiological changes in mackerel consistent with an acute stress response and anaerobic metabolism. Consequently, we found crowded fish had more acidic pre- and post-mortem muscle pH as well as indications of faster onset and strength of rigor mortis and increased cathepsin B & L activity. We examined fillet flesh quality after two and seven days of ice storage and found reduced green colouration, increased gaping (separation of muscle myotomes) and reduced textural firmness associated with fish which had been crowded. However, the effects on quality were dependant on experiment and/or storage time. These results indicate the potential of crowding capture stress to influence the flesh quality of an economically important species and may have important implications for the wild capture pelagic fishing industry.
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Affiliation(s)
- Neil Anders
- Fish Capture Division, Institute of Marine Research (IMR), Bergen, Norway
- Department of Biological Sciences, University of Bergen, Bergen, Norway
| | - Ida Eide
- Department of Biotechnology and Food Science, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Jørgen Lerfall
- Department of Biotechnology and Food Science, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Bjørn Roth
- Department of Processing Technology, Nofima, Stavanger, Norway
| | - Michael Breen
- Fish Capture Division, Institute of Marine Research (IMR), Bergen, Norway
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Effects on individual level behaviour in mackerel (Scomber scombrus) of sub-lethal capture related stressors: Crowding and hypoxia. PLoS One 2019; 14:e0213709. [PMID: 30865714 PMCID: PMC6415853 DOI: 10.1371/journal.pone.0213709] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Accepted: 02/27/2019] [Indexed: 11/19/2022] Open
Abstract
Stress to fish during harvest in wild capture fisheries is known to negatively influence subsequent survival in catches that are released. Therefore, if fisheries are to be conducted sustainably, there is a need to promote good fish welfare during the capture process. Purse seine fishing is a widespread and efficient fishing method. However, capture and release of fish from purse seines (a process called "slipping") can result in extremely high mortality in small pelagic schooling species. The objective of this study was to establish behavioural indicators of sub-lethal stress in Atlantic mackerel (Scomber scombrus) that may be used to set safe threshold limits for use in commercial purse seine fishing, in order to ensure good fish welfare and thereby minimise slipping mortality. Controlled mesocosm scale experiments with schools of mackerel in net pens were undertaken to determine behavioural responses to simulated purse seine capture stressors of "crowding", "hypoxia" and "crowding & hypoxia". Crowding (at 30 kg.m-3) was achieved by reducing the volume of the net pen, while hypoxia (to 40% oxygen saturation) was achieved by surrounding the net pen with a tarpaulin bag to prevent water exchange. Using video analysis, we investigated behavioural responses in nearest neighbour distances, nearest neighbour angular deviations, tail beat amplitude and tail beat frequency (TBF). Of the metrics considered, only TBF showed a response; a significant increase to "crowding" (42% increase) and "crowding & hypoxia" (38% increase) was found. The increase in TBF in response to "hypoxia" alone (29% increase) was not significant. We therefore conclude that increases in tail beat frequency may be used as an indicator of sub-lethal purse seine capture stress in mackerel that may have utility in minimising post slipping mortality.
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Anders N, Breen M, Saltskår J, Totland B, Øvredal JT, Vold A. Behavioural and welfare implications of a new slipping methodology for purse seine fisheries in Norwegian waters. PLoS One 2019; 14:e0213031. [PMID: 30856224 PMCID: PMC6411124 DOI: 10.1371/journal.pone.0213031] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2018] [Accepted: 02/13/2019] [Indexed: 11/24/2022] Open
Abstract
The release of unwanted fish from purse seines whilst still in the water is termed slipping and may lead to significant mortality following release. The objective of this study was to determine the fish welfare implications of a new slipping methodology in which fish are released via a discharge opening formed in the bunt end of the purse seine net. Video analyses of collective and individual level fish behaviour were undertaken in the Norwegian mackerel and herring purse seine fisheries, to quantitively describe slipping behaviour and to determine its driving factors. The majority of fish escaped the purse seine with the schooling structure intact as part of large groups towards the end of slipping process, increasing their speed following escape. However, there was also a tendency (24% of all escapes) to escape in a manner likely to impact negatively upon their welfare, with a breakdown in schooling structure and physical contact with the fishing gear and conspecifics. The tendency to express such welfare compromising behaviour was higher for mackerel than for herring, but was also influenced by the vessel releasing the fish, the amount of fish being slipped, how long the discharge opening had been open and the particular slipping event. These results provide important information for future science-based development of welfare friendly slipping practises.
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Affiliation(s)
- Neil Anders
- Fish Capture Division, Institute of Marine Research (IMR), Bergen, Norway
- Department of Biological Sciences, University of Bergen, Bergen, Norway
- * E-mail:
| | - Mike Breen
- Fish Capture Division, Institute of Marine Research (IMR), Bergen, Norway
| | - Jostein Saltskår
- Fish Capture Division, Institute of Marine Research (IMR), Bergen, Norway
| | - Bjørn Totland
- Fish Capture Division, Institute of Marine Research (IMR), Bergen, Norway
| | - Jan Tore Øvredal
- Fish Capture Division, Institute of Marine Research (IMR), Bergen, Norway
| | - Aud Vold
- Fish Capture Division, Institute of Marine Research (IMR), Bergen, Norway
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