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Original Articles

Variational assimilation of time sequences of surface observations with serially correlated errors

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Pages 469-488 | Received 15 Dec 1998, Accepted 30 Apr 1999, Published online: 15 Dec 2016

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Read on this site (4)

Feng Gao, Xiang-Yu Huang, Neil A. Jacobs & Hongli Wang. (2015) Assimilation of wind speed and direction observations: results from real observation experiments. Tellus A: Dynamic Meteorology and Oceanography 67:1.
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Heikki Järvinen. (2001) Temporal evolution of innovation and residual statistics in the ECMWF variational data assimilation systems. Tellus A: Dynamic Meteorology and Oceanography 53:3, pages 333-347.
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Oliver Guillet, Anthony T. Weaver, Xavier Vasseur, Yann Michel, Serge Gratton & Selime Gürol. (2019) Modelling spatially correlated observation errors in variational data assimilation using a diffusion operator on an unstructured mesh. Quarterly Journal of the Royal Meteorological Society 145:722, pages 1947-1967.
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Stephen Macpherson & Stéphane Laroche. (2019) Estimation of ground-based GNSS Zenith Total Delay temporal observation error correlations using data from the NOAA and E-GVAP networks. Quarterly Journal of the Royal Meteorological Society 145:719, pages 513-529.
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G. V. Bennitt, H. R. Johnson, P. P. Weston, J. Jones & E. Pottiaux. (2017) An assessment of ground‐based GNSS Zenith Total Delay observation errors and their correlations using the Met Office UKV model. Quarterly Journal of the Royal Meteorological Society 143:707, pages 2436-2447.
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G. W. K. Moore. (2012) Surface pressure record of Tibetan Plateau warming since the 1870s. Quarterly Journal of the Royal Meteorological Society 138:669, pages 1999-2008.
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Tadashi Fujita, David J. Stensrud & David C. Dowell. (2007) Surface Data Assimilation Using an Ensemble Kalman Filter Approach with Initial Condition and Model Physics Uncertainties. Monthly Weather Review 135:5, pages 1846-1868.
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Heikki Järvinen, Reima Eresmaa, Henrik Vedel, Kirsti Salonen, Sami Niemelä & John de Vries. (2007) A variational data assimilation system for ground‐based GPS slant delays. Quarterly Journal of the Royal Meteorological Society 133:625, pages 969-980.
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P. Poli, P. Moll, F. Rabier, G. Desroziers, B. Chapnik, L. Berre, S. B. Healy, E. Andersson & F.-Z. El Guelai. (2007) Forecast impact studies of zenith total delay data from European near real-time GPS stations in Météo France 4DVAR. Journal of Geophysical Research 112:D6.
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Lars Isaksen, Michael Fisher, Erik Andersson & Jan Barkmeijer. (2005) The structure and realism of sensitivity perturbations and their interpretation as ‘Key Analysis Errors’. Quarterly Journal of the Royal Meteorological Society 131:612, pages 3053-3078.
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REIMA ERESMAA & HEIKKI JARVINEN. (2005) Estimation of Spatial Global Positioning System Zenith Delay observation error covariance. Tellus A 57:2, pages 194-203.
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Sarah C. Jones, Patrick A. Harr, Jim Abraham, Lance F. Bosart, Peter J. Bowyer, Jenni L. Evans, Deborah E. Hanley, Barry N. Hanstrum, Robert E. Hart, François Lalaurette, Mark R. Sinclair, Roger K. Smith & Chris Thorncroft. (2003) The Extratropical Transition of Tropical Cyclones: Forecast Challenges, Current Understanding, and Future Directions. Weather and Forecasting 18:6, pages 1052-1092.
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Carla Cardinali, Lars Isaksen & Erik Andersson. (2003) Use and Impact of Automated Aircraft Data in a Global 4DVAR Data Assimilation System. Monthly Weather Review 131:8, pages 1865-1877.
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S. Mark Leidner, Lars Isaksen & Ross N. Hoffman. (2003) Impact of NSCAT Winds on Tropical Cyclones in the ECMWF 4DVAR Assimilation System. Monthly Weather Review 131:1, pages 3-26.
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A. J. Simmons & A. Hollingsworth. (2006) Some aspects of the improvement in skill of numerical weather prediction. Quarterly Journal of the Royal Meteorological Society 128:580, pages 647-677.
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Pierre Gauthier & Jean-Noël Thépaut. (2001) Impact of the Digital Filter as a Weak Constraint in the Preoperational 4DVAR Assimilation System of Météo-France. Monthly Weather Review 129:8, pages 2089-2102.
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Zhaoyong Guan & Toshio Yamagata. (2001) Interhemispheric oscillations in the surface air pressure field. Geophysical Research Letters 28:2, pages 263-266.
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E. Klinker, F. Rabier, G. Kelly & J.‐F. Mahfouf. (2007) The ecmwf operational implementation of four‐dimensional variational assimilation. III: Experimental results and diagnostics with operational configuration. Quarterly Journal of the Royal Meteorological Society 126:564, pages 1191-1215.
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F. Rabier, H. Järvinen, E. Klinker, J.‐F. Mahfouf & A. Simmons. (2007) The ECMWF operational implementation of four‐dimensional variational assimilation. I: Experimental results with simplified physics. Quarterly Journal of the Royal Meteorological Society 126:564, pages 1143-1170.
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