04 Oct 2021
Research article | 04 Oct 2021
A study of capturing Atlantic meridional overturning circulation (AMOC) regime transition through observation-constrained model parameters
Zhao Liu et al.
Related subject area
Subject: Predictability, probabilistic forecasts, data assimilation, inverse problems | Topic: Climate, atmosphere, ocean, hydrology, cryosphere, biosphere | Techniques: SimulationControl simulation experiment with Lorenz's butterfly attractorReduced non-Gaussianity by 30 s rapid update in convective-scale numerical weather predictionFast hybrid tempered ensemble transform filter formulation for Bayesian elliptical problems via Sinkhorn approximationSimulating model uncertainty of subgrid-scale processes by sampling model errors at convective scalesData-driven versus self-similar parameterizations for stochastic advection by Lie transport and location uncertainty
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