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Covariate-based stochastic parameterization of baroclinic ocean eddies

Nick VerheulJan ViebahnDaan Crommelin — 2017

Mathematics of Climate and Weather Forecasting

In this study we investigate a covariate-based stochastic approach to parameterize unresolved turbulent processes within a standard model of the idealised, wind-driven ocean circulation. We focus on vertical instead of horizontal coarse-graining, such that we avoid the subtle difficulties of horizontal coarsegraining. The corresponding eddy forcing is uniquely defined and has a clear physical interpretation related to baroclinic instability.We propose to emulate the baroclinic eddy forcing by sampling...

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