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Climate Change and Marine Food Webs: Navigating Structural Uncertainty Using Qualitative Network Analysis With
Lisa G Crozier1, Dylan G E Gomes2,3, David D Huff4
1Fish Ecology Division, Northwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Seattle, Washington, USA.
Climate change impacts on salmon populations are complex. Qualitative network models reveal that changes in predator and competitor interactions significantly harm salmon, regardless of specific link values.
Area of Science:
- Ecology
- Climate Change Biology
- Conservation Science
Background:
- Modeling climate change impacts requires understanding ecosystem-wide effects.
- Shifts in species interactions and abundance due to climate change cascade through food webs.
- Cumulative impacts on conservation-reliant species necessitate explicit examination.
Purpose of the Study:
- To explore alternative responses to climate change across marine food webs using qualitative network analysis.
- To assess the impact of structural and quantitative uncertainties on salmon populations under climate change scenarios.
- To identify key interactions influencing salmon outcomes in a changing climate.
Main Methods:
- Utilized qualitative network models to test 36 plausible representations of salmon and marine food web interactions.
- Scenarios varied species pair connections (positive, negative, no interaction) and direct climate change responses.
- Analyzed how different food web configurations and climate perturbations affect salmon outcomes.
Main Results:
- Certain food web configurations consistently led to negative outcomes for salmon.
- Salmon outcomes worsened significantly (30% to 84% negative) when competitor and predator consumption increased due to climate perturbation.
- Feedbacks between salmon and marine mammals, and indirect effects between salmon runs, were critical.
- Identified specific links with strong influence on salmon outcomes across various scenarios.
Conclusions:
- Structural uncertainty in food webs is crucial for accurately modeling climate change impacts.
- Qualitative network analysis provides a valuable tool for exploring diverse climate change scenarios and uncertainties.
- Results aid in planning more targeted and effective research for salmon conservation.
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