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Predicting climate effects on Pacific sardine.


ABSTRACT: For many marine species and habitats, climate change and overfishing present a double threat. To manage marine resources effectively, it is necessary to adapt management to changes in the physical environment. Simple relationships between environmental conditions and fish abundance have long been used in both fisheries and fishery management. In many cases, however, physical, biological, and human variables feed back on each other. For these systems, associations between variables can change as the system evolves in time. This can obscure relationships between population dynamics and environmental variability, undermining our ability to forecast changes in populations tied to physical processes. Here we present a methodology for identifying physical forcing variables based on nonlinear forecasting and show how the method provides a predictive understanding of the influence of physical forcing on Pacific sardine.

SUBMITTER: Deyle ER 

PROVIDER: S-EPMC3631642 | biostudies-literature | 2013 Apr

REPOSITORIES: biostudies-literature

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Predicting climate effects on Pacific sardine.

Deyle Ethan R ER   Fogarty Michael M   Hsieh Chih-hao CH   Kaufman Les L   MacCall Alec D AD   Munch Stephan B SB   Perretti Charles T CT   Ye Hao H   Sugihara George G  

Proceedings of the National Academy of Sciences of the United States of America 20130327 16


For many marine species and habitats, climate change and overfishing present a double threat. To manage marine resources effectively, it is necessary to adapt management to changes in the physical environment. Simple relationships between environmental conditions and fish abundance have long been used in both fisheries and fishery management. In many cases, however, physical, biological, and human variables feed back on each other. For these systems, associations between variables can change as  ...[more]

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