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Timing matters: Sampling frequency for early-warning indicators across food web components in a virtual lake

Alena S. Gsell,Sven Teurlincx,Rita Adrian,Annette B.G. Janssen

Ecological Indicators（2023）

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Abstract
•A customised, virtual lake approach may aid in detection and interpretation of EWIs.•Choice of variable and sampling frequency affect the chance of diagnosing EWIs.•Shorter sampling intervals or aggregated sampling are best for EWI detection.
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Key words
Critical transition, Ecosystem model, PCLake plus, Regime shift, Sampling frequency
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