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      Global ensemble projections reveal trophic amplification of ocean biomass declines with climate change

      research-article
      a , 1 , a , b , a , a , c , c , d , e , f , g , h , i , j , k , l , m , n , o , g , p , q , j , m , r , s , t , c , u , g , v , w , x , i , y , z , aa , l , g , bb , r , p , q , cc , l , r , a
      Proceedings of the National Academy of Sciences of the United States of America
      National Academy of Sciences
      climate change impacts, marine food webs, global ecosystem modeling, model intercomparison, uncertainty

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          Significance

          Climate change can affect the distribution and abundance of marine life, with consequences for goods and services provided to people. Because different models can lead to divergent conclusions about marine futures, we present an integrated global ocean assessment of climate change impacts using an ensemble of multiple climate and ecosystem models. It reveals that global marine animal biomass will decline under all emission scenarios, driven by increasing temperature and decreasing primary production. Notably, climate change impacts are amplified at higher food web levels compared with phytoplankton. Our ensemble projections provide the most comprehensive outlook on potential climate-driven ecological changes in the global ocean to date and can inform adaptive management and conservation of marine resources under climate change.

          Abstract

          While the physical dimensions of climate change are now routinely assessed through multimodel intercomparisons, projected impacts on the global ocean ecosystem generally rely on individual models with a specific set of assumptions. To address these single-model limitations, we present standardized ensemble projections from six global marine ecosystem models forced with two Earth system models and four emission scenarios with and without fishing. We derive average biomass trends and associated uncertainties across the marine food web. Without fishing, mean global animal biomass decreased by 5% (±4% SD) under low emissions and 17% (±11% SD) under high emissions by 2100, with an average 5% decline for every 1 °C of warming. Projected biomass declines were primarily driven by increasing temperature and decreasing primary production, and were more pronounced at higher trophic levels, a process known as trophic amplification. Fishing did not substantially alter the effects of climate change. Considerable regional variation featured strong biomass increases at high latitudes and decreases at middle to low latitudes, with good model agreement on the direction of change but variable magnitude. Uncertainties due to variations in marine ecosystem and Earth system models were similar. Ensemble projections performed well compared with empirical data, emphasizing the benefits of multimodel inference to project future outcomes. Our results indicate that global ocean animal biomass consistently declines with climate change, and that these impacts are amplified at higher trophic levels. Next steps for model development include dynamic scenarios of fishing, cumulative human impacts, and the effects of management measures on future ocean biomass trends.

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          Most cited references38

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          Large-scale redistribution of maximum fisheries catch potential in the global ocean under climate change

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            Global fishery prospects under contrasting management regimes.

            Data from 4,713 fisheries worldwide, representing 78% of global reported fish catch, are analyzed to estimate the status, trends, and benefits of alternative approaches to recovering depleted fisheries. For each fishery, we estimate current biological status and forecast the impacts of contrasting management regimes on catch, profit, and biomass of fish in the sea. We estimate unique recovery targets and trajectories for each fishery, calculate the year-by-year effects of alternative recovery approaches, and model how alternative institutional reforms affect recovery outcomes. Current status is highly heterogeneous-the median fishery is in poor health (overfished, with further overfishing occurring), although 32% of fisheries are in good biological, although not necessarily economic, condition. Our business-as-usual scenario projects further divergence and continued collapse for many of the world's fisheries. Applying sound management reforms to global fisheries in our dataset could generate annual increases exceeding 16 million metric tons (MMT) in catch, $53 billion in profit, and 619 MMT in biomass relative to business as usual. We also find that, with appropriate reforms, recovery can happen quickly, with the median fishery taking under 10 y to reach recovery targets. Our results show that commonsense reforms to fishery management would dramatically improve overall fish abundance while increasing food security and profits.
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              Impacts of climate change on marine ecosystem production in societies dependent on fisheries

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                Author and article information

                Journal
                Proc Natl Acad Sci U S A
                Proc. Natl. Acad. Sci. U.S.A
                pnas
                pnas
                PNAS
                Proceedings of the National Academy of Sciences of the United States of America
                National Academy of Sciences
                0027-8424
                1091-6490
                25 June 2019
                11 June 2019
                11 June 2019
                : 116
                : 26
                : 12907-12912
                Affiliations
                [1] aDepartment of Biology, Dalhousie University , Halifax, NS B3H 4R2, Canada;
                [2] bScience, UN Environment World Conservation Monitoring Centre , CB3 0DL Cambridge, United Kingdom;
                [3] cNippon Foundation-Nereus Program, Institute for the Oceans and Fisheries, University of British Columbia , Vancouver, BC V6T 1Z4, Canada;
                [4] dInstitució Catalana de Recerca i Estudis Avançats , 08010 Barcelona, Spain;
                [5] eInstitut de Ciència i Tecnologia Ambientals, Universitat Autònoma de Barcelona , 08193 Barcelona, Spain;
                [6] fFisheries and Aquaculture Department, Food and Agriculture Organization of the United Nations , 00153 Rome, Italy;
                [7] gMarine Biodiversity, Exploitation and Conservation (MARBEC) Research Unit, Institut de Recherche pour le Développement , University of Montpellier, Institut Français de Recherche pour l'Exploitation de la Mer, Centre National de la Recherche Scientifique, 34203 Sète cedex, France;
                [8] hDepartment of Atmospheric and Oceanic Sciences, University of California, Los Angeles , CA 90095-1565;
                [9] iInstitute for Marine and Antarctic Studies, University of Tasmania , Hobart, TAS 7001, Australia;
                [10] jCentre for Marine Socioecology, University of Tasmania , Hobart, TAS 7004, Australia;
                [11] kInstitut Pierre-Simon Laplace, Laboratoire de Météorologie Dynamique, Centre National de la Recherche Scientifique, Ecole Normale Supérieure, Paris Sciences and Lettres Research University, Sorbonne University, Ecole Polytechnique , 75231 Paris, France;
                [12] lPotsdam Institute for Climate Impact Research , 14473 Potsdam, Germany;
                [13] mCommonwealth Scientific and Industrial Research Organization , Marine and Atmospheric Research, Hobart, TAS 7001, Australia;
                [14] nDepartment of Earth and Planetary Sciences, McGill University , Montreal, QE H3A 0E8, Canada;
                [15] oInstitute for the Oceans and Fisheries, University of British Columbia , Vancouver, BC V6T 1Z4, Canada;
                [16] pInstitute of Marine Science, Ecopath International Initiative , 08003 Barcelona, Spain;
                [17] qGeophysical Fluid Dynamics Laboratory, National Oceanic and Atmospheric Administration, Princeton University , Princeton, NJ 08540;
                [18] rLowestoft Laboratory, Centre for Environment, Fisheries and Aquaculture Science , NR33 0HT Lowestoft, United Kingdom;
                [19] sSchool of Environmental Sciences, University of East Anglia , NR4 7TJ Norwich, United Kingdom;
                [20] tScience Committee, International Council for the Exploration of the Sea , 1553 København V, Denmark;
                [21] uHeritage House, Scottish Pelagic Fishermen’s Association , AB43 9BP Fraserburgh, United Kingdom;
                [22] vDepartment of Oceanography, Marine Research Institute, University of Cape Town , 7701 Rondebosch, South Africa;
                [23] wStockholm Resilience Centre, Stockholm University , 11419 Stockholm, Sweden;
                [24] xInstituto del Mar del Perú , 07021 Callao, Perú;
                [25] yEcosystem, Climate and Ocean Analysis , 75019 Paris, France;
                [26] zMarine Research Division, AZTI Tecnalia , 20110 Pasaia, Spain;
                [27] aaPlymouth Marine Laboratory , PL13 DH Plymouth, United Kingdom;
                [28] bbDepartment of Biological Sciences, Marine Research Institute, University of Cape Town , 7701 Rondebosch, South Africa;
                [29] ccAMAP Research Unit, Institut de Recherche pour le Développement , 34398 Montpellier, France
                Author notes
                1To whom correspondence may be addressed. Email: hlotze@ 123456dal.ca .

                Edited by James A. Estes, University of California, Santa Cruz, CA, and approved May 22, 2019 (received for review January 5, 2019)

                Author contributions: H.K.L., D.P.T., T.D.E., W.W.L.C., E.D.G., M. Barange, J.L.B., L.B., V.C., E.A.F., S.J., O.M., and J. Schewe designed research; H.K.L., D.P.T., A.B.-B., T.D.E., W.W.L.C., E.D.G., M. Barange, N.B., D.B., J.L.B., M. Büchner, C.M.B., D.A.C., V.C., M.C., E.A.F., S.J., M.C.J., S.M., O.M., S.N., R.O.-R., J.A.F., Y.-J.S., T.A.M.S., J. Steenbeek, P.V., N.D.W., and B.W. performed research; L.B., J.P.D., T.R., J. Schewe, C.A.S., and J.V. contributed new reagents/analytic tools; H.K.L., D.P.T., A.B.-B., T.D.E., T.R., J.V., and B.W. analyzed data; and H.K.L., D.P.T., A.B.-B., T.D.E., W.W.L.C., E.D.G., M. Barange, N.B., D.B., J.L.B., L.B., M. Büchner, C.M.B., D.A.C., V.C., M.C., J.P.D., E.A.F., S.J., M.C.J., S.M., O.M., S.N., R.O.-R., T.R., J.A.F., J. Schewe, Y.-J.S., T.A.M.S., J. Steenbeek, C.A.S., P.V., J.V., N.D.W., and B.W. wrote the paper.

                Author information
                http://orcid.org/0000-0001-6258-1304
                http://orcid.org/0000-0002-2390-7225
                http://orcid.org/0000-0001-9455-4159
                http://orcid.org/0000-0002-9778-0220
                Article
                201900194
                10.1073/pnas.1900194116
                6600926
                31186360
                051f3640-9596-46cf-b0dd-8a0aedfcedf2
                Copyright © 2019 the Author(s). Published by PNAS.

                This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND).

                History
                Page count
                Pages: 6
                Funding
                Funded by: German Federal Ministry of Education and Research
                Award ID: ISIMIP
                Award Recipient : Heike K Lotze Award Recipient : Derek P. Tittensor Award Recipient : Andrea Bryndum-Buchholz Award Recipient : Tyler D. Eddy Award Recipient : William W.L. Cheung Award Recipient : Eric D Galbraith Award Recipient : Manuel Barange Award Recipient : Nicolas Barrier Award Recipient : Daniele Bianchi Award Recipient : Julia L Blanchard Award Recipient : Laurent Bopp Award Recipient : Matthias Buechner Award Recipient : Catherine M Bulman Award Recipient : David A Carozza Award Recipient : Villy Christensen Award Recipient : Marta Coll Award Recipient : John P Dunne Award Recipient : Elizabeth A Fulton Award Recipient : Simon Jennings Award Recipient : Miranda C Jones Award Recipient : Steve Mackinson Award Recipient : Olivier Maury Award Recipient : Susa Niiranen Award Recipient : Ricardo Oliveros-Ramos Award Recipient : Tilla Roy Award Recipient : José A Fernandes Award Recipient : Jacob Schewe Award Recipient : Yunne-Jai Shin Award Recipient : Tiago AM Silva Award Recipient : Jeroen Steenbeek Award Recipient : Charles A Stock Award Recipient : Philippe Verley Award Recipient : Jan Volkholz Award Recipient : Nicola D Walker Award Recipient : Boris Worm
                Funded by: European Union Horizon Program
                Award ID: CERES
                Award Recipient : Heike K Lotze Award Recipient : Derek P. Tittensor Award Recipient : Andrea Bryndum-Buchholz Award Recipient : Tyler D. Eddy Award Recipient : William W.L. Cheung Award Recipient : Eric D Galbraith Award Recipient : Manuel Barange Award Recipient : Nicolas Barrier Award Recipient : Daniele Bianchi Award Recipient : Julia L Blanchard Award Recipient : Laurent Bopp Award Recipient : Matthias Buechner Award Recipient : Catherine M Bulman Award Recipient : David A Carozza Award Recipient : Villy Christensen Award Recipient : Marta Coll Award Recipient : John P Dunne Award Recipient : Elizabeth A Fulton Award Recipient : Simon Jennings Award Recipient : Miranda C Jones Award Recipient : Steve Mackinson Award Recipient : Olivier Maury Award Recipient : Susa Niiranen Award Recipient : Ricardo Oliveros-Ramos Award Recipient : Tilla Roy Award Recipient : José A Fernandes Award Recipient : Jacob Schewe Award Recipient : Yunne-Jai Shin Award Recipient : Tiago AM Silva Award Recipient : Jeroen Steenbeek Award Recipient : Charles A Stock Award Recipient : Philippe Verley Award Recipient : Jan Volkholz Award Recipient : Nicola D Walker Award Recipient : Boris Worm
                Funded by: Ocean Frontier Institute
                Award ID: Module G
                Award Recipient : Heike K Lotze Award Recipient : Derek P. Tittensor Award Recipient : Andrea Bryndum-Buchholz Award Recipient : Tyler D. Eddy Award Recipient : William W.L. Cheung Award Recipient : Eric D Galbraith Award Recipient : Manuel Barange Award Recipient : Nicolas Barrier Award Recipient : Daniele Bianchi Award Recipient : Julia L Blanchard Award Recipient : Laurent Bopp Award Recipient : Matthias Buechner Award Recipient : Catherine M Bulman Award Recipient : David A Carozza Award Recipient : Villy Christensen Award Recipient : Marta Coll Award Recipient : John P Dunne Award Recipient : Elizabeth A Fulton Award Recipient : Simon Jennings Award Recipient : Miranda C Jones Award Recipient : Steve Mackinson Award Recipient : Olivier Maury Award Recipient : Susa Niiranen Award Recipient : Ricardo Oliveros-Ramos Award Recipient : Tilla Roy Award Recipient : José A Fernandes Award Recipient : Jacob Schewe Award Recipient : Yunne-Jai Shin Award Recipient : Tiago AM Silva Award Recipient : Jeroen Steenbeek Award Recipient : Charles A Stock Award Recipient : Philippe Verley Award Recipient : Jan Volkholz Award Recipient : Nicola D Walker Award Recipient : Boris Worm
                Funded by: Gouvernement du Canada | Natural Sciences and Engineering Research Council of Canada (NSERC) 501100000038
                Award ID: Discovery grants
                Award Recipient : Heike K Lotze Award Recipient : Andrea Bryndum-Buchholz Award Recipient : William W.L. Cheung Award Recipient : Boris Worm
                Funded by: Nippon Foundation 501100007412
                Award ID: Nereus Program
                Award Recipient : Tyler D. Eddy Award Recipient : William W.L. Cheung Award Recipient : Miranda C Jones
                Funded by: Gouvernement du Canada | Natural Sciences and Engineering Research Council of Canada (NSERC) 501100000038
                Award ID: CREATE TOSST
                Award Recipient : Heike K Lotze Award Recipient : Andrea Bryndum-Buchholz Award Recipient : William W.L. Cheung Award Recipient : Boris Worm
                Funded by: Kanne Rasmussen Foundation Denmark
                Award ID: Research grant
                Award Recipient : Heike K Lotze Award Recipient : Derek P. Tittensor Award Recipient : Andrea Bryndum-Buchholz Award Recipient : Tyler D. Eddy Award Recipient : William W.L. Cheung Award Recipient : Eric D Galbraith Award Recipient : Manuel Barange Award Recipient : Nicolas Barrier Award Recipient : Daniele Bianchi Award Recipient : Julia L Blanchard Award Recipient : Laurent Bopp Award Recipient : Matthias Buechner Award Recipient : Catherine M Bulman Award Recipient : David A Carozza Award Recipient : Villy Christensen Award Recipient : Marta Coll Award Recipient : John P Dunne Award Recipient : Elizabeth A Fulton Award Recipient : Simon Jennings Award Recipient : Miranda C Jones Award Recipient : Steve Mackinson Award Recipient : Olivier Maury Award Recipient : Susa Niiranen Award Recipient : Ricardo Oliveros-Ramos Award Recipient : Tilla Roy Award Recipient : José A Fernandes Award Recipient : Jacob Schewe Award Recipient : Yunne-Jai Shin Award Recipient : Tiago AM Silva Award Recipient : Jeroen Steenbeek Award Recipient : Charles A Stock Award Recipient : Philippe Verley Award Recipient : Jan Volkholz Award Recipient : Nicola D Walker Award Recipient : Boris Worm
                Funded by: European Union Horizon Program
                Award ID: MERCES
                Award Recipient : Heike K Lotze Award Recipient : Derek P. Tittensor Award Recipient : Andrea Bryndum-Buchholz Award Recipient : Tyler D. Eddy Award Recipient : William W.L. Cheung Award Recipient : Eric D Galbraith Award Recipient : Manuel Barange Award Recipient : Nicolas Barrier Award Recipient : Daniele Bianchi Award Recipient : Julia L Blanchard Award Recipient : Laurent Bopp Award Recipient : Matthias Buechner Award Recipient : Catherine M Bulman Award Recipient : David A Carozza Award Recipient : Villy Christensen Award Recipient : Marta Coll Award Recipient : John P Dunne Award Recipient : Elizabeth A Fulton Award Recipient : Simon Jennings Award Recipient : Miranda C Jones Award Recipient : Steve Mackinson Award Recipient : Olivier Maury Award Recipient : Susa Niiranen Award Recipient : Ricardo Oliveros-Ramos Award Recipient : Tilla Roy Award Recipient : José A Fernandes Award Recipient : Jacob Schewe Award Recipient : Yunne-Jai Shin Award Recipient : Tiago AM Silva Award Recipient : Jeroen Steenbeek Award Recipient : Charles A Stock Award Recipient : Philippe Verley Award Recipient : Jan Volkholz Award Recipient : Nicola D Walker Award Recipient : Boris Worm
                Funded by: Australian Research Council (ARC) 501100000923
                Award ID: Research grants
                Award Recipient : Julia L Blanchard Award Recipient : Elizabeth A Fulton Award Recipient : Tilla Roy
                Funded by: Agence Nationale de la Recherche (ANR) 501100001665
                Award ID: Research grants
                Award Recipient : Nicolas Barrier Award Recipient : Laurent Bopp Award Recipient : Olivier Maury
                Funded by: UK Department of Environment, Food and Rural Affairs
                Award ID: Research grant
                Award Recipient : Heike K Lotze Award Recipient : Derek P. Tittensor Award Recipient : Andrea Bryndum-Buchholz Award Recipient : Tyler D. Eddy Award Recipient : William W.L. Cheung Award Recipient : Eric D Galbraith Award Recipient : Manuel Barange Award Recipient : Nicolas Barrier Award Recipient : Daniele Bianchi Award Recipient : Julia L Blanchard Award Recipient : Laurent Bopp Award Recipient : Matthias Buechner Award Recipient : Catherine M Bulman Award Recipient : David A Carozza Award Recipient : Villy Christensen Award Recipient : Marta Coll Award Recipient : John P Dunne Award Recipient : Elizabeth A Fulton Award Recipient : Simon Jennings Award Recipient : Miranda C Jones Award Recipient : Steve Mackinson Award Recipient : Olivier Maury Award Recipient : Susa Niiranen Award Recipient : Ricardo Oliveros-Ramos Award Recipient : Tilla Roy Award Recipient : José A Fernandes Award Recipient : Jacob Schewe Award Recipient : Yunne-Jai Shin Award Recipient : Tiago AM Silva Award Recipient : Jeroen Steenbeek Award Recipient : Charles A Stock Award Recipient : Philippe Verley Award Recipient : Jan Volkholz Award Recipient : Nicola D Walker Award Recipient : Boris Worm
                Categories
                Biological Sciences
                Ecology

                climate change impacts,marine food webs,global ecosystem modeling,model intercomparison,uncertainty

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