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Tellus A: Dynamic Meteorology and Oceanography Volume 52, 2000 - Issue 1
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Original Articles

Reducing systematic errors by empirically correcting model errors

Fabio D’AndreaLaboratoire de Météorologie Dynamique, Êcole Normale Supérieure, 24, rue Lhomond, 75005 Paris, FranceCorrespondence[email protected]
&
Robert VautardLaboratoire de Météorologie Dynamique, Êcole Normale Supérieure, 24, rue Lhomond, 75005 Paris, France
Pages 21-41 | Received 08 Mar 1999, Accepted 01 Jul 1999, Published online: 15 Dec 2016

Citations (24)

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Read on this site (4)

Zeliang Wang, Guoqi Han & Frederic Dupont. (2015) Effects of Spectral Nudging on Oceanic States in a Coarse-Resolution Model. Atmosphere-Ocean 53:3, pages 351-362.
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Zhongjie He, Keith R. Thompson, Harold Ritchie, Youyu Lu & Frederick Dupont. (2014) Reducing Drift and Bias of a Global Ocean Model by Frequency-Dependent Nudging. Atmosphere-Ocean 52:3, pages 242-255.
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A. Guldberg, E. Kaas, M. Déqué, S. Yang & S. Vester Thorsen. (2005) Reduction of systematic errors by empirical model correction: impact on seasonal prediction skill. Tellus A: Dynamic Meteorology and Oceanography 57:4, pages 575-588.
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P.A. Vidard, A. Piacentini & F. -X. Le Dimet. (2004) Variational data analysis with control of the forecast bias. Tellus A: Dynamic Meteorology and Oceanography 56:3, pages 177-188.
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Articles from other publishers (20)

Hugo Frezat, Julien Le Sommer, Ronan Fablet, Guillaume Balarac & Redouane Lguensat. (2022) A Posteriori Learning for Quasi‐Geostrophic Turbulence Parametrization. Journal of Advances in Modeling Earth Systems 14:11.
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Ben Tian & Hong-Li Ren. (2022) Diagnosing SST Error Growth during ENSO Developing Phase in the BCC_CSM1.1(m) Prediction System. Advances in Atmospheric Sciences 39:3, pages 427-442.
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Emilien Jolly, Fabio D’Andrea, Gwendal Rivière & Sebastien Fromang. (2021) Linking Warm Arctic Winters, Rossby Waves, and Cold Spells: An Idealized Numerical Study. Journal of the Atmospheric Sciences 78:9, pages 2783-2799.
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Fumin Ren, Chenchen Ding, Da-Lin Zhang, Deliang Chen, Hong-li Ren & Wenyu Qiu. (2020) A Dynamical-Statistical-Analog Ensemble Forecast Model: Theory and an Application to Heavy Rainfall Forecasts of Landfalling Tropical Cyclones. Monthly Weather Review 148:4, pages 1503-1517.
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P. Thiruvengadam, J. Indu & Subimal Ghosh. (2020) Improving Convective Precipitation Forecasts Using Ensemble‐Based Background Error Covariance in 3DVAR Radar Assimilation System. Earth and Space Science 7:4.
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Nicholas M. J. Hall, Stephanie Leroux & Tercio Ambrizzi. (2018) Transient contributions to the forcing of the atmospheric annual cycle. Climate Dynamics 52:11, pages 6719-6733.
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David A. Plotkin, Robert J. Webber, Morgan E O'Neill, Jonathan Weare & Dorian S. Abbot. (2019) Maximizing Simulated Tropical Cyclone Intensity With Action Minimization. Journal of Advances in Modeling Earth Systems.
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Ling-Jiang Tao, Chuan Gao & Rong-Hua Zhang. (2018) Model parameter-related optimal perturbations and their contributions to El Niño prediction errors. Climate Dynamics 52:3-4, pages 1425-1441.
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Fenwick C. Cooper. (2017) Optimisation of an idealised primitive equation ocean model using stochastic parameterization. Ocean Modelling 113, pages 187-200.
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Haipeng Yu, Jianping Huang & Jifan Chou. (2014) Improvement of Medium-Range Forecasts Using the Analog-Dynamical Method. Monthly Weather Review 142:4, pages 1570-1587.
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Guillaume Maze, Fabio D’Andrea, Alain Colin de Verdière & Patrice Klein. (2011) Stationary Atmospheric Responses to an Idealized Sea Surface Temperature Anomaly in the Southern Ocean. Journal of Climate 24:14, pages 3686-3704.
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XiaoJing Jia, Hai Lin & Jacques Derome. (2010) Improving Seasonal Forecast Skill of North American Surface Air Temperature in Fall Using a Postprocessing Method. Monthly Weather Review 138:5, pages 1843-1857.
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S. Vannitsem & C. Nicolis. (2008) Dynamical Properties of Model Output Statistics Forecasts. Monthly Weather Review 136:2, pages 405-419.
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A. Deloncle, R. Berk, F. D’Andrea & M. Ghil. (2007) Weather Regime Prediction Using Statistical Learning. Journal of the Atmospheric Sciences 64:5, pages 1619-1635.
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Christopher M. Danforth, Eugenia Kalnay & Takemasa Miyoshi. (2007) Estimating and Correcting Global Weather Model Error. Monthly Weather Review 135:2, pages 281-299.
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Altuğ Aksoy, Fuqing Zhang & John W. Nielsen-Gammon. (2006) Ensemble-Based Simultaneous State and Parameter Estimation in a Two-Dimensional Sea-Breeze Model. Monthly Weather Review 134:10, pages 2951-2970.
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Dusanka Zupanski & Milija Zupanski. (2006) Model Error Estimation Employing an Ensemble Data Assimilation Approach. Monthly Weather Review 134:5, pages 1337-1354.
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Fabio D’Andrea, Arnaud Czaja & John Marshall. (2005) Impact of Anomalous Ocean Heat Transport on the North Atlantic Oscillation. Journal of Climate 18:23, pages 4955-4969.
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Gennady A. Chepurin, James A. Carton & Dick Dee. (2005) Forecast Model Bias Correction in Ocean Data Assimilation. Monthly Weather Review 133:5, pages 1328-1342.
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Brian F. Farrell & Petros J. Ioannou. (2005) Distributed Forcing of Forecast and Assimilation Error Systems. Journal of the Atmospheric Sciences 62:2, pages 460-475.
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