Stochastic parametrizations and model uncertainty in the Lorenz ’96 system

Keywords

Econometrics, Applied mathematics, Mathematics, Computer science, Statistical physics

References

• On Information and SufficiencyHuaiyu Zhu — 1997
• Climate model genealogyDavid Masson, Reto Knutti — 2011
• Efficient Approximate Techniques for Integrating Stochastic Differential EquationsJames A. Hansen, Cécile Penland — 2006
• Systematic Model Error: The Impact of Increased Horizontal Resolution versus Improved Stochastic and Deterministic ParameterizationsJudith Berner, Thomas Jung, T. N. Palmer — 2012
• A System Simulation Approach to Ensemble PredictionP. L. Houtekamer, L. Lefaivre, Jacques Derome — 1996
• On stochastic parameter estimation using data assimilationJames A. Hansen, Cécile Penland — 2007
• A Spectral Stochastic Kinetic Energy Backscatter Scheme and Its Impact on Flow-Dependent Predictability in the ECMWF Ensemble Prediction SystemJudith Berner, G. J. Shutts, Martin Leutbecher — 2009
• A Climatology of Atmospheric Wavenumber Spectra of Wind and Temperature Observed by Commercial AircraftG. D. Nastrom, K. S. Gage — 1985
• Using the Stochastic Multicloud Model to Improve Tropical Convective Parameterization: A Paradigm ExampleY. Frenkel, Andrew J. Majda, Boualem Khouider — 2012
• Using Initial Condition and Model Physics Perturbations in Short-Range Ensemble Simulations of Mesoscale Convective SystemsDavid J. Stensrud, Jian‐Wen Bao, Thomas T. Warner — 2000
• Effects of stochastic parametrizations in the Lorenz '96 systemDaniel S. Wilks — 2005
• A New Vector Partition of the Probability ScoreAllan H. Murphy — 1973
• THE WCRP CMIP3 Multimodel Dataset: A New Era in Climate Change ResearchGerald A. Meehl, Curt Covey, Thomas L. Delworth — 2007
• The Singular-Vector Structure of the Atmospheric Global CirculationRoberto Buizza, T. N. Palmer — 1995
• VERIFICATION OF FORECASTS EXPRESSED IN TERMS OF PROBABILITYGlenn W. Brier — 1950
• Statistical Methods in the Atmospheric SciencesWilliam M. Briggs — 2007
• Subgrid-Scale Parameterization with Conditional Markov ChainsDaan Crommelin, Eric Vanden‐Eijnden — 2008
• Can multi‐model combination really enhance the prediction skill of probabilistic ensemble forecasts?Andreas Weigel, Mark A. Liniger, Christof Appenzeller — 2007
• A nonlinear dynamical perspective on model error: A proposal for non‐local stochastic‐dynamic parametrization in weather and climate prediction modelsT. N. Palmer — 2001
• Towards the probabilistic Earth‐system simulator: a vision for the future of climate and weather predictionT. N. Palmer — 2012

Cited by

• Prévisions d'ensemble à l'échelle saisonnière : mise en place d'une dynamique stochastiqueLauriane Saunier-Batté — 2013
• Seamless evaluation of stochastic physics parametrizationsC. Sánchez — 2014
• Semiparametric modeling: Correcting low-dimensional model error in parametric modelsTyrus Berry, John Harlim — 2015
• Architectures and Precision Analysis for Modelling Atmospheric Variables with Chaotic BehaviourFrancis P. Russell, Peter D. Düben, Xinyu Niu — 2015
• Extending the Square Root Method to Account for Additive Forecast Noise in Ensemble MethodsPatrick N. Raanes, Alberto Carrassi, Laurent Bertino — 2015
• Representing uncertainty in global climate models using stochastic sea ice parameterizationsS. Juricke — 2014
• On the use of programmable hardware and reduced numerical precision in earth‐system modelingPeter D. Düben, Francis P. Russell, Xinyu Niu — 2015
• Discrete approach to stochastic parametrization and dimension reduction in nonlinear dynamicsAlexandre J. Chorin, Fei Lu — 2015
• Linear theory for filtering nonlinear multiscale systems with model errorTyrus Berry, John Harlim — 2013
• Influence of stochastic sea ice parametrization on climate and the role of atmosphere–sea ice–ocean interactionStephan Juricke, Thomas Jung — 2014
• Reliable, robust and realistic: the three R's of next-generation land-surface modellingI. Colin Prentice, Xu Liang, Belinda E. Medlyn — 2014
• The use of imprecise processing to improve accuracy in weather & climate predictionPeter D. Düben, Hugh McNamara, T. N. Palmer — 2014
• Optimisation of an idealised ocean model, stochastic parameterisation of sub-grid eddiesFenwick Cooper, Laure Zanna — 2014
• Using Proper Divergence Functions to Evaluate Climate ModelsThordis L. Thorarinsdottir, Tilmann Gneiting, Nadine Gissibl — 2013
• On the use of inexact, pruned hardware in atmospheric modellingPeter D. Düben, Jaume Joven, Avinash Lingamneni — 2014
• Initial Error Growth and Predictability of Chaotic Low-dimensional Atmospheric ModelHynek Bednář, Aleš Raidl, Jiří Mikšovský — 2014
• More reliable forecasts with less precise computations: a fast-track route to cloud-resolved weather and climate simulators?T. N. Palmer — 2014
• Stochastic and Perturbed Parameter Representations of Model Uncertainty in Convection ParameterizationHannah M. Christensen, Irene M. Moroz, T. N. Palmer — 2015
• Simulating weather regimes: impact of stochastic and perturbed parameter schemes in a simple atmospheric modelHannah M. Christensen, Irene M. Moroz, T. N. Palmer — 2015
• Understanding the distinctively skewed and heavy tailed character of atmospheric and oceanic probability distributions.Prashant D. Sardeshmukh, Cécile Penland — 2015

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