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Decomposition of a New Proper Score for Verification of Ensemble Forecasts
Publisher: American Meteorological Society
Abstract: new proper score, the error-spread score (ES), has recently been proposed for evaluation of ensemble forecasts of continuous variables. The ES is formulated with respect to the moments of the ensemble forecast. It is ...
The Value of Initialization on Decadal Timescales: State-Dependent Predictability in the CESM Decadal Prediction Large Ensemble
Publisher: American Meteorological Society
Abstract: Information in decadal climate prediction arises from a well-initialized ocean state and from the predicted response to an external forcing. The length of time over which the initial conditions benefit the decadal forecast ...
Does the ECMWF IFS Convection Parameterization with Stochastic Physics Correctly Reproduce Relationships between Convection and the Large-Scale State?
Publisher: American Meteorological Society
Abstract: mportant questions concerning parameterization of tropical convection are how should subgrid-scale variability be represented and which large-scale variables should be used in the parameterizations? Here the statistics of ...
Stochastic and Perturbed Parameter Representations of Model Uncertainty in Convection Parameterization
Publisher: American Meteorological Society
Abstract: t is now acknowledged that representing model uncertainty in atmospheric simulators is essential for the production of reliable probabilistic forecasts, and a number of different techniques have been proposed for this ...
Stochastic Parameterization and El Niño–Southern Oscillation
Publisher: American Meteorological Society
Abstract: l Niño?Southern Oscillation (ENSO) is the dominant mode of interannual variability in the tropical Pacific. However, the models in the ensemble from phase 5 of the Coupled Model Intercomparison Project (CMIP5) have large ...
The Benefits of Global High Resolution for Climate Simulation: Process Understanding and the Enabling of Stakeholder Decisions at the Regional Scale
Publisher: American Meteorological Society
Abstract: AbstractThe time scales of the Paris Climate Agreement indicate urgent action is required on climate policies over the next few decades, in order to avoid the worst risks posed by climate change. On these relatively short ...
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