Developing a Southern Ocean Marine Ecosystem Model Ensemble To Assess Climate Risks and Uncertainties

Kieran Murphy, L. Denisse Fierro Arcos,Tyler Weaver Rohr, David Bruce Green,Camilla Novaglio, Katherine Baker,Kelly Ortega-Cisneros,Tyler Eddy,Cheryl Shannon Harrison,Simeon Hill, Patrick Keith, Camila Cataldo-Mendez,Colleen M Petrik, Matt Pinkerton, Paul Spence, Ilaria Stollberg,Roshni Subramaniam, Rowan Trebilco, Vivitskaia Tulloch,Juliano Palacios-Abrantes, Sophie Bestley,Daniele Bianchi, Philip W Boyd,Pearse James Buchanan,Andrea Bryndum-Buchholz, Marta Coll,Stuart Paul Corney, Samik Datta,Jason D Everett, Romain Forestier, Beth Fulton, Benjamin Keith Galton-Fenzi, Vianney Guibourd de Luzinais, Ryan Heneghan,Julia G Mason,Olivier Maury,Clive R. McMahon,Eugene J. Murphy,Anthony Richardson,Derek Tittensor,Scott Spillias, Jeroen Gerhard Steenbeek, Devi Veytia,Julia L. Blanchard

crossref(2024)

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摘要
Climate change could irreversibly modify Southern Ocean ecosystems. Marine ecosystem model (MEM) ensembles can assist policy making by projecting future changes and allowing the evaluation and assessment of alternative management approaches. However, projected future changes in total consumer biomass from the Fisheries and Marine Ecosystem Model Intercomparison Project (FishMIP) global MEM ensemble highlight an uncertain future for the Southern Ocean, indicating the need for a region-specific ensemble. A large source of model uncertainty originates from the Earth system models (ESMs) used to force FishMIP models, particularly future changes to lower trophic level biomass and sea ice coverage. To build confidence in regional MEMs as ecosystem-based management tools in a changing climate that can better account for uncertainty, we propose the development of a Southern Ocean Marine Ecosystem Model Ensemble (SOMEME) contributing to the FishMIP 2.0 regional model intercomparison initiative. One of the challenges hampering progress of regional MEM ensembles is achieving the balance of global standardised inputs with regional relevance. As a first step, we design a SOMEME simulation protocol, that builds on and extends the existing FishMIP framework, in stages that include: detailed skill assessment of climate forcing variables for Southern Ocean regions, extension of fishing forcing data to include whaling, and new simulations that assess ecological links to sea-ice processes in an ensemble of candidate regional MEMs. These extensions will help advance assessments of urgently needed climate change impacts on Southern Ocean ecosystems.
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