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Manuzzi A, Aguirre-Sarabia I, Díaz-Arce N, Bekkevold D, Jansen T, Gomez-Garrido J, Alioto TS, Gut M, Castonguay M, Sanchez-Maroño S, Álvarez P, Rodriguez-Ezpeleta N. Atlantic mackerel population structure does not support genetically distinct spawning components. OPEN RESEARCH EUROPE 2025; 4:82. [PMID: 39524113 PMCID: PMC11544206 DOI: 10.12688/openreseurope.17365.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 01/14/2025] [Indexed: 11/16/2024]
Abstract
Background The Atlantic mackerel, Scomber scombrus (Linnaeus, 1758) is a commercially valuable migratory pelagic fish inhabiting the northern Atlantic Ocean and the Mediterranean Sea. Given its highly migratory behaviour for feeding and spawning, several studies have been conducted to assess differentiation among spawning components to better define management units, as well as to investigate possible adaptations to comprehend and predict recent range expansion northwards. Methods Here, the genome of S. scombrus was sequenced and annotated, as an increasing number of population genetic studies have proven the relevance of reference genomes to investigate genomic markers/regions potentially linked to differences at finer scale. Such reference genome was used to map Restriction-site-associated sequencing (RAD-seq) reads for SNP discovery and genotyping in more than 500 samples distributed along the species range. The resulting genotyping tables have been used to perform connectivity and adaptation analyses. Results The assembly of the reference genome for S. scombrus resulted in a genome of 741 Mb. Our population genetic results show that the Atlantic mackerel consist of three previously known genetically isolated units (Northwest Atlantic, Northeast Atlantic, Mediterranean), and provide no evidence for genetically distinct spawning components within the Northwest or Northeast Atlantic. Conclusions Therefore, our findings resolved previous uncertainties by confirming the absence of genetically isolated spawning components in each side of the northern Atlantic, thus rejecting homing behaviour and the need to redefine management boundaries in this species. In addition, no further genetic signs of ongoing adaptation were detected in this species.
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Affiliation(s)
- Alice Manuzzi
- AZTI, Marine Research, Basque Research and Technology Alliance (BRTA), Sukarrieta, Spain
| | - Imanol Aguirre-Sarabia
- AZTI, Marine Research, Basque Research and Technology Alliance (BRTA), Sukarrieta, Spain
| | - Natalia Díaz-Arce
- AZTI, Marine Research, Basque Research and Technology Alliance (BRTA), Sukarrieta, Spain
| | - Dorte Bekkevold
- DTU Aqua, National Institute of Aquatic Resources, Section for Marine Living Resources, Silkeborg, Denmark
| | - Teunis Jansen
- DTU Aqua, National Institute of Aquatic Resources, Section for Marine Living Resources, Silkeborg, Denmark
- GINR, Greenland Institute of Natural Resources, Nuuk, Greenland
| | - Jessica Gomez-Garrido
- Centro Nacional de Análisis Genómico (CNAG), Barcelona, Spain
- Universitat de Barcelona (UB), Barcelona, Spain
| | - Tyler S. Alioto
- Centro Nacional de Análisis Genómico (CNAG), Barcelona, Spain
- Universitat de Barcelona (UB), Barcelona, Spain
| | - Marta Gut
- Centro Nacional de Análisis Genómico (CNAG), Barcelona, Spain
- Universitat de Barcelona (UB), Barcelona, Spain
| | - Martin Castonguay
- Maurice Lamontagne Institute, Fisheries and Oceans Canada, Mont-Joli, Canada, Mont-Joli, Canada
| | - Sonia Sanchez-Maroño
- AZTI, Marine Research, Basque Research and Technology Alliance (BRTA), Sukarrieta, Spain
| | - Paula Álvarez
- AZTI, Marine Research, Basque Research and Technology Alliance (BRTA), Sukarrieta, Spain
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Gordó-Vilaseca C, Costello MJ, Coll M, Jüterbock A, Reiss H, Stephenson F. Future trends of marine fish biomass distributions from the North Sea to the Barents Sea. Nat Commun 2024; 15:5637. [PMID: 38965212 PMCID: PMC11224334 DOI: 10.1038/s41467-024-49911-9] [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: 01/05/2024] [Accepted: 06/25/2024] [Indexed: 07/06/2024] Open
Abstract
Climate warming is one of the facets of anthropogenic global change predicted to increase in the future, its magnitude depending on present-day decisions. The north Atlantic and Arctic Oceans are already undergoing community changes, with warmer-water species expanding northwards, and colder-water species retracting. However, the future extent and implications of these shifts remain unclear. Here, we fitted a joint species distribution model to occurrence data of 107, and biomass data of 61 marine fish species from 16,345 fishery independent trawls sampled between 2004 and 2022 in the northeast Atlantic Ocean, including the Barents Sea. We project overall increases in richness and declines in relative dominance in the community, and generalised increases in species' ranges and biomass across three different future scenarios in 2050 and 2100. The projected decline of capelin and the practical extirpation of polar cod from the system, the two most abundant species in the Barents Sea, drove an overall reduction in fish biomass at Arctic latitudes that is not replaced by expanding species. Furthermore, our projections suggest that Arctic demersal fish will be at high risk of extinction by the end of the century if no climate refugia is available at eastern latitudes.
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Affiliation(s)
| | | | - Marta Coll
- Institute of Marine Sciences (ICM-CSIC), Barcelona, Spain
- Ecopath International Initiative (EII), Barcelona, Spain
| | | | - Henning Reiss
- Faculty of Biosciences and Aquaculture, Nord University, Bodø, Norway
| | - Fabrice Stephenson
- School of Natural and Environment Sciences, Newcastle University, Newcastle upon Tyne, UK
- School of Science, University of Waikato, Hamilton, New Zealand
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3
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Chen Z, Siedlecki S, Long M, Petrik CM, Stock CA, Deutsch CA. Skillful multiyear prediction of marine habitat shifts jointly constrained by ocean temperature and dissolved oxygen. Nat Commun 2024; 15:900. [PMID: 38296952 PMCID: PMC10831107 DOI: 10.1038/s41467-024-45016-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 01/11/2024] [Indexed: 02/02/2024] Open
Abstract
The ability to anticipate marine habitat shifts responding to climate variability has high scientific and socioeconomic value. Here we quantify interannual-to-decadal predictability of habitat shifts by combining trait-based aerobic habitat constraints with a suite of initialized retrospective Earth System Model forecasts, for diverse marine ecotypes in the North American Large Marine Ecosystems. We find that aerobic habitat viability, defined by joint constraints of temperature and oxygen on organismal energy balance, is potentially predictable in the upper-600 m ocean, showing a substantial improvement over a simple persistence forecast. The skillful multiyear predictability is dominated by the oxygen component in most ecosystems, yielding higher predictability than previously estimated based on temperature alone. Notable predictability differences exist among ecotypes differing in temperature sensitivity of hypoxia vulnerability, especially along the northeast coast with predictability timescale ranging from 2 to 10 years. This tool will be critical in predicting marine habitat shifts in face of a changing climate.
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Affiliation(s)
- Zhuomin Chen
- University of Connecticut, Department of Marine Sciences, Groton, CT, 06340, USA.
| | - Samantha Siedlecki
- University of Connecticut, Department of Marine Sciences, Groton, CT, 06340, USA
| | - Matthew Long
- Climate & Global Dynamics Laboratory, National Center for Atmospheric Research, Boulder, CO, 80305, USA
| | - Colleen M Petrik
- Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, 92037, USA
| | - Charles A Stock
- Geophysical Fluid Dynamics Laboratory, NOAA, Princeton University, Princeton, NJ, 08540, USA
| | - Curtis A Deutsch
- Department of Geosciences/High Meadows Environmental Institute, Princeton University, Princeton, NJ, 08540, USA
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4
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Payne MR. Opening the door to multi-year marine habitat forecasts. Nat Commun 2024; 15:901. [PMID: 38296938 PMCID: PMC10830539 DOI: 10.1038/s41467-024-45020-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 01/11/2024] [Indexed: 02/02/2024] Open
Affiliation(s)
- Mark R Payne
- National Center for Climate Research (NCKF), Danish Meteorological Institute (DMI), 2100, Copenhagen, Denmark.
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5
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Brodie S, Pozo Buil M, Welch H, Bograd SJ, Hazen EL, Santora JA, Seary R, Schroeder ID, Jacox MG. Ecological forecasts for marine resource management during climate extremes. Nat Commun 2023; 14:7701. [PMID: 38052808 PMCID: PMC10698027 DOI: 10.1038/s41467-023-43188-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 11/02/2023] [Indexed: 12/07/2023] Open
Abstract
Forecasting weather has become commonplace, but as society faces novel and uncertain environmental conditions there is a critical need to forecast ecology. Forewarning of ecosystem conditions during climate extremes can support proactive decision-making, yet applications of ecological forecasts are still limited. We showcase the capacity for existing marine management tools to transition to a forecasting configuration and provide skilful ecological forecasts up to 12 months in advance. The management tools use ocean temperature anomalies to help mitigate whale entanglements and sea turtle bycatch, and we show that forecasts can forewarn of human-wildlife interactions caused by unprecedented climate extremes. We further show that regionally downscaled forecasts are not a necessity for ecological forecasting and can be less skilful than global forecasts if they have fewer ensemble members. Our results highlight capacity for ecological forecasts to be explored for regions without the infrastructure or capacity to regionally downscale, ultimately helping to improve marine resource management and climate adaptation globally.
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Affiliation(s)
- Stephanie Brodie
- Institute of Marine Sciences, University of California Santa Cruz, Monterey, CA, USA.
- Environmental Research Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Monterey, CA, USA.
- Environment, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Brisbane, Queensland, Australia.
| | - Mercedes Pozo Buil
- Institute of Marine Sciences, University of California Santa Cruz, Monterey, CA, USA
- Environmental Research Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Monterey, CA, USA
| | - Heather Welch
- Institute of Marine Sciences, University of California Santa Cruz, Monterey, CA, USA
- Environmental Research Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Monterey, CA, USA
| | - Steven J Bograd
- Institute of Marine Sciences, University of California Santa Cruz, Monterey, CA, USA
- Environmental Research Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Monterey, CA, USA
| | - Elliott L Hazen
- Institute of Marine Sciences, University of California Santa Cruz, Monterey, CA, USA
- Environmental Research Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Monterey, CA, USA
| | - Jarrod A Santora
- Fisheries Ecology Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Santa Cruz, CA, USA
- Department of Applied Math, University of California, 1156, Santa Cruz, CA, USA
| | - Rachel Seary
- Institute of Marine Sciences, University of California Santa Cruz, Monterey, CA, USA
- Environmental Research Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Monterey, CA, USA
- Fisheries Ecology Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Santa Cruz, CA, USA
| | - Isaac D Schroeder
- Institute of Marine Sciences, University of California Santa Cruz, Monterey, CA, USA
- Environmental Research Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Monterey, CA, USA
| | - Michael G Jacox
- Institute of Marine Sciences, University of California Santa Cruz, Monterey, CA, USA
- Environmental Research Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Monterey, CA, USA
- Physical Sciences Laboratory, Earth System Research Laboratories, National Oceanic and Atmospheric Administration, Boulder, CO, USA
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Trueman CN, Artetxe-Arrate I, Kerr LA, Meijers AJS, Rooker JR, Sivankutty R, Arrizabalaga H, Belmonte A, Deguara S, Goñi N, Rodriguez-Marin E, Dettman DL, Santos MN, Karakulak FS, Tinti F, Tsukahara Y, Fraile I. Thermal sensitivity of field metabolic rate predicts differential futures for bluefin tuna juveniles across the Atlantic Ocean. Nat Commun 2023; 14:7379. [PMID: 38012173 PMCID: PMC10682405 DOI: 10.1038/s41467-023-41930-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 09/25/2023] [Indexed: 11/29/2023] Open
Abstract
Changing environmental temperatures impact the physiological performance of fishes, and consequently their distributions. A mechanistic understanding of the linkages between experienced temperature and the physiological response expressed within complex natural environments is often lacking, hampering efforts to project impacts especially when future conditions exceed previous experience. In this study, we use natural chemical tracers to determine the individual experienced temperatures and expressed field metabolic rates of Atlantic bluefin tuna (Thunnus thynnus) during their first year of life. Our findings reveal that the tuna exhibit a preference for temperatures 2-4 °C lower than those that maximise field metabolic rates, thereby avoiding temperatures warm enough to limit metabolic performance. Based on current IPCC projections, our results indicate that historically-important spawning and nursery grounds for bluefin tuna will become thermally limiting due to warming within the next 50 years. However, limiting global warming to below 2 °C would preserve habitat conditions in the Mediterranean Sea for this species. Our approach, which is based on field observations, provides predictions of animal performance and behaviour that are not constrained by laboratory conditions, and can be extended to any marine teleost species for which otoliths are available.
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Affiliation(s)
- Clive N Trueman
- Ocean and Earth Science, University of Southampton, Southampton, SO143ZH, UK.
| | - Iraide Artetxe-Arrate
- AZTI, Marine Research, Basque Research and Technology Alliance (BRTA), Herrera Kaia, Portualdea z/g, 20110, Pasaia, Gipuzkoa, Spain
| | - Lisa A Kerr
- University of Maine, Gulf of Maine Research Institute, 350 Commercial Street, Portland, ME, 04101, USA
| | - Andrew J S Meijers
- British Antarctic Survey, High Cross, Madingley Road, Cambridge, CB3 0ET, UK
| | - Jay R Rooker
- Department of Marine Biology, Department of Ecology and Conservation Biology, Texas A&M University, 200 Seawolf Parkway, Galveston, TX, 77554, USA
| | - Rahul Sivankutty
- British Antarctic Survey, High Cross, Madingley Road, Cambridge, CB3 0ET, UK
| | - Haritz Arrizabalaga
- AZTI, Marine Research, Basque Research and Technology Alliance (BRTA), Herrera Kaia, Portualdea z/g, 20110, Pasaia, Gipuzkoa, Spain
| | - Antonio Belmonte
- TAXON Estudios Ambientales S.L. C/Uruguay s/n, 30820, Alcantarilla, Murcia, Spain
| | - Simeon Deguara
- AquaBio Tech Ltd., Central Complex, Mosta, MST1761, Malta
| | - Nicolas Goñi
- AZTI, Marine Research, Basque Research and Technology Alliance (BRTA), Herrera Kaia, Portualdea z/g, 20110, Pasaia, Gipuzkoa, Spain
- Natural Resources Institute Finland, Itäinen Pitkäkatu 4 A, 20520, Turku, Finland
| | - Enrique Rodriguez-Marin
- Centro Oceanográfico de Santander (COST-IEO). Instituto Español de Oceanografía. Consejo Superior de Investigaciones Científicas (IEO-CSIC), C/ Severiano Ballesteros 16, 39004, Santander, Cantabria, Spain
| | - David L Dettman
- Environmental Isotope Laboratory, Dept. of Geosciences, University of Arizona, Tucson, AZ, 85721, USA
| | - Miguel Neves Santos
- Instituto Português do Mar e da Atmosfera, Olhão, Portugal. Currently at ICCAT Secretariat, Calle Corazón de Maria 8, Madrid, 28002, Spain
| | - F Saadet Karakulak
- Faculty of Aquatic Sciences, Istanbul University, Istanbul, 34134, Turkey
| | - Fausto Tinti
- Dept. Biological, Geological & Environmental Sciences, Alma Mater Studiorum - University of Bologna, via Sant'Alberto, 163 - 48123, Ravenna, Italy
| | - Yohei Tsukahara
- Fisheries Resources Institute, Japan Fisheries Research and Education Agency, Kanagawa, 236-8648, Japan
| | - Igaratza Fraile
- AZTI, Marine Research, Basque Research and Technology Alliance (BRTA), Herrera Kaia, Portualdea z/g, 20110, Pasaia, Gipuzkoa, Spain
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7
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Durant JM, Holt RE, Ono K, Langangen Ø. Predatory walls may impair climate warming-associated population expansion. Ecology 2023; 104:e4130. [PMID: 37342068 DOI: 10.1002/ecy.4130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 05/12/2023] [Accepted: 06/06/2023] [Indexed: 06/22/2023]
Abstract
Climate change has a profound impact on species distribution and abundance globally, as well as local diversity, which affects ecosystem functioning. In particular, changes in population distribution and abundance may lead to changes in trophic interactions. Although species can often shift their spatial distribution when suitable habitats are available, it has been suggested that predator presence can be a constraint on climate-related distribution shifts. We test this using two well-studied and data-rich marine environments. Focusing on a pair of sympatric fishes, Atlantic haddock Melanogrammus aeglefinus and cod Gadus morhua, we study the effect of the presence and abundance of the latter on the former distribution. We found that the distribution of cod and increased abundance may limit the expansion of haddock to new areas and could consequently buffer ecosystem changes due to climate change. Though marine species may track the rate and direction of climate shifts, our results demonstrate that the presence of predators may limit their expansion to thermally suitable habitats. By integrating climatic and ecological data at scales that can resolve predator-prey relationships, this analysis demonstrates the usefulness of considering trophic interactions to gain a more comprehensive understanding and to mitigate the effects of climate change on species distributions.
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Affiliation(s)
- Joël M Durant
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, Oslo, Norway
| | - Rebecca E Holt
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, Oslo, Norway
| | - Kotaro Ono
- Institute for Marine Research (IMR), Bergen, Norway
| | - Øystein Langangen
- Section for Aquatic Biology and Toxicology (AQUA), Department of Biosciences, University of Oslo, Oslo, Norway
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