Using sea-ice to calibrate a dynamic trophic model for the Western Antarctic Peninsula
The pelagic ecosystems of the Western Antarctic Peninsula are dynamic and changing rapidly in the face of sustained warming. There is already evidence that warming may be impacting the food web. Antarctic krill, Euphausia superba, is an ice-associated species that is both an important prey item and...
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Published in | PloS one Vol. 14; no. 4; p. e0214814 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
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02.04.2019
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Abstract | The pelagic ecosystems of the Western Antarctic Peninsula are dynamic and changing rapidly in the face of sustained warming. There is already evidence that warming may be impacting the food web. Antarctic krill, Euphausia superba, is an ice-associated species that is both an important prey item and the target of the only commercial fishery operating in the region. The goal of this study is to develop a dynamic trophic model for the region that includes the impact of the sea-ice regime on krill and krill predators. Such a model may be helpful to fisheries managers as they develop new management strategies in the face of continued sea-ice loss. A mass balanced food-web model (Ecopath) and time dynamic simulations (Ecosim) were created. The Ecopath model includes eight currently monitored species as single species to facilitate its future development into a model that could be used for marine protected area planning in the region. The Ecosim model is calibrated for the years 1996-2012. The successful calibration represents an improvement over existing Ecopath models for the region. Simulations indicate that the role of sea ice is both central and complex. The simulations are only able to recreate observed biomass trends for the monitored species when metrics describing the sea-ice regime are used to force key predator-prey interactions, and to drive the biomasses of Antarctic krill and the fish species Gobionotothen gibberifrons. This model is ready to be used for exploring results from sea-ice scenarios or to be developed into a spatial model that informs discussions regarding the design of marine protected areas in the region. |
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AbstractList | The pelagic ecosystems of the Western Antarctic Peninsula are dynamic and changing rapidly in the face of sustained warming. There is already evidence that warming may be impacting the food web. Antarctic krill, Euphausia superba, is an ice-associated species that is both an important prey item and the target of the only commercial fishery operating in the region. The goal of this study is to develop a dynamic trophic model for the region that includes the impact of the sea-ice regime on krill and krill predators. Such a model may be helpful to fisheries managers as they develop new management strategies in the face of continued sea-ice loss. A mass balanced food-web model (Ecopath) and time dynamic simulations (Ecosim) were created. The Ecopath model includes eight currently monitored species as single species to facilitate its future development into a model that could be used for marine protected area planning in the region. The Ecosim model is calibrated for the years 1996-2012. The successful calibration represents an improvement over existing Ecopath models for the region. Simulations indicate that the role of sea ice is both central and complex. The simulations are only able to recreate observed biomass trends for the monitored species when metrics describing the sea-ice regime are used to force key predator-prey interactions, and to drive the biomasses of Antarctic krill and the fish species Gobionotothen gibberifrons. This model is ready to be used for exploring results from sea-ice scenarios or to be developed into a spatial model that informs discussions regarding the design of marine protected areas in the region. The pelagic ecosystems of the Western Antarctic Peninsula are dynamic and changing rapidly in the face of sustained warming. There is already evidence that warming may be impacting the food web. Antarctic krill, Euphausia superba , is an ice-associated species that is both an important prey item and the target of the only commercial fishery operating in the region. The goal of this study is to develop a dynamic trophic model for the region that includes the impact of the sea-ice regime on krill and krill predators. Such a model may be helpful to fisheries managers as they develop new management strategies in the face of continued sea-ice loss. A mass balanced food-web model (Ecopath) and time dynamic simulations (Ecosim) were created. The Ecopath model includes eight currently monitored species as single species to facilitate its future development into a model that could be used for marine protected area planning in the region. The Ecosim model is calibrated for the years 1996–2012. The successful calibration represents an improvement over existing Ecopath models for the region. Simulations indicate that the role of sea ice is both central and complex. The simulations are only able to recreate observed biomass trends for the monitored species when metrics describing the sea-ice regime are used to force key predator-prey interactions, and to drive the biomasses of Antarctic krill and the fish species Gobionotothen gibberifrons . This model is ready to be used for exploring results from sea-ice scenarios or to be developed into a spatial model that informs discussions regarding the design of marine protected areas in the region. |
Audience | Academic |
Author | de Mutsert, Kim Dahood, Adrian Watters, George M |
AuthorAffiliation | 2 Antarctic Ecosystem Research Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, La Jolla, California, United States of America Victoria University of Wellington, NEW ZEALAND 3 Institute of Marine Sciences, University of California Santa Cruz, Santa Cruz, California, United States of America 1 Department of Environmental Science and Policy, George Mason University, Fairfax, Virginia, United States of America |
AuthorAffiliation_xml | – name: 1 Department of Environmental Science and Policy, George Mason University, Fairfax, Virginia, United States of America – name: Victoria University of Wellington, NEW ZEALAND – name: 3 Institute of Marine Sciences, University of California Santa Cruz, Santa Cruz, California, United States of America – name: 2 Antarctic Ecosystem Research Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, La Jolla, California, United States of America |
Author_xml | – sequence: 1 givenname: Adrian orcidid: 0000-0001-5346-8537 surname: Dahood fullname: Dahood, Adrian organization: Institute of Marine Sciences, University of California Santa Cruz, Santa Cruz, California, United States of America – sequence: 2 givenname: George M surname: Watters fullname: Watters, George M organization: Antarctic Ecosystem Research Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, La Jolla, California, United States of America – sequence: 3 givenname: Kim surname: de Mutsert fullname: de Mutsert, Kim organization: Department of Environmental Science and Policy, George Mason University, Fairfax, Virginia, United States of America |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/30939156$$D View this record in MEDLINE/PubMed |
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DocumentTitleAlternate | Using sea-ice to calibrate a dynamic trophic model for the Western Antarctic Peninsula |
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SubjectTerms | Animal reproduction Animals Antarctic krill Antarctic Regions Associated species Behavior Biological monitoring Biology and Life Sciences Biomass Calibration Climate change Computer Simulation Earth Sciences Ecology Ecology and Environmental Sciences Ecosystem Ecosystem biology Ecosystems Environmental aspects Environmental changes Environmental science Euphausiacea Fisheries Fisheries management Fishes Food Chain Food chains Food webs Global Warming Ice Cover Influence Krill Marine protected areas Models, Biological Oceanography Pelagic zone People and Places Perciformes Polar environments Population Population Dynamics Predator-prey interactions Predator-prey simulation Predators Predatory Behavior Prey Protected areas Protection and preservation Sea ice Species Strategic planning (Business) Studies Surface-ice melting Sustainable fisheries Trends |
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Title | Using sea-ice to calibrate a dynamic trophic model for the Western Antarctic Peninsula |
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