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Tellus A: Dynamic Meteorology and Oceanography Volume 69, 2017 - Issue 1
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Data assimilation and predictability

A weak-constraint 4DEnsembleVar. Part II: experiments with larger models

Michael GoodliffDepartment of Meteorology, University of Reading, Reading, Berkshire, UKRG6 6BBCorrespondence[email protected]
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,
Javier AmezcuaDepartment of Meteorology, University of Reading, Reading, Berkshire, UKRG6 6BB;NCEO, University of Reading, Reading, Berkshire, UKView further author information
&
Peter Jan Van LeeuwenDepartment of Meteorology, University of Reading, Reading, Berkshire, UKRG6 6BB;NCEO, University of Reading, Reading, Berkshire, UKView further author information
Article: 1271565 | Received 09 Jan 2016, Accepted 29 Nov 2016, Published online: 20 Jan 2017

References

  • Bloom, S. C., L. L. Takacs, A. M. DaSilva, and D. Ledvina. 1996. Data assimilation using incremental analysis updates. Mon. Wea. Rev. 124, 1256–1271. DOI:10.1175/1520-0493(1996)124<1256:DAUIAU>2.0.CO;2.
  • Desroziers, G., E. Arbogast, and L. Berre. 2016. Improving spatial localisation in 4DEnVar. Quart. Jour. of the Roy, Meteorol. Soc. DOI:10.1002/qj.2898.
  • Fairbairn, D., S. Pring, A. C. Lorenc, and I. Roulstone. 2014. A comparison of 4DVar with ensemble data assimilation methods. Quart. Jour. of the Roy, Meteorol. Soc. 140, 281–294. DOI:10.1002/qj.2135.
  • Hansen, J., and C. Penland. 2006. Efficient approximate techniques for integrating stochastic differential equations. Mon. Wea, Rev. 134, 3006–3014. DOI:10.1175/MWR3192.1.
  • Lorenc, A. C., N. Bowler, A. Clayton, S. Pring, and D. Fairbairn. 2015. Comparison of Hybrid-4DEnVar and Hybrid-4DVar Data Assimilation Methods for Global NWP. Mon. Wea. Rev. 143, 212–229. DOI:10.1175/MWR-D-14-00195.1.
  • Lorenz, E. 1996. Predictability—a Problem Partly Solved. Proc. Seminar on Predictability. Volume 1. European Centre for Medium-Range Weather Forecast. Shinfield Park, Reading, Berkshire, United Kingdom: Cambridge University Press.
  • Lorenz, E. 2005. Designing chaotic models. J. of the Atmos. Sci. 62, 1574–1587. DOI:10.1175/JAS3430.1.
  • Miyoshi, T. 2011. The Gaussian approach to adaptive covariance inflation and its implementation with the local ensemble transform Kalman filter. Mon. Wea. Rev. 139, 1519–1535. DOI:10.1175/2010MWR3570.1.
  • Ott, E., B. Hunt, I. Szunyogh, A. Zimin, E. Kostelich, M. Corazza, E. Kalnay, D. Patiland, and J. Yorke. 2004. A local ensemble Kalman filter for atmospheric data assimilation. Tellus A. 56, 415–428. DOI:10.1111/j.1600-0870.2004.00076.x.
  • Perianez, A., H. Reich, and R. Pottharst. 2014. Optimal Iocalization for Ensemble Kalman Filter systems. J. Meteorol. Soc. Jpn. 92, 585–597. DOI:10.2151/jmsj.2014-605.
  • Tremolet, Y. 2004. Diagnostics of linear and incremental approximations in 4D-Var. Q. J. R. Meteorol. Soc. 130, 2233–2251. DOI:10.1256/qj.03.33.
  • Tremolet, Y. 2006. Accounting for an imperfect model in 4D-Var. Q. J. R. Meteorol. Soc. 132, 24832504.
  • Tremolet, Y. 2007. Incremental 4D-Var convergence study. Tellua A. 59, 706–718. DOI:10.1111/j.1600-0870.2007.00271.x.
  • Whitaker, J. S., and T. M. Hamill. 2002. Ensemble data assimilation without perturbed observations. Mon. Wea. Rev. 130, 1913–1924. DOI:10.1175/1520-0493(2002)130<1913:EDAWPO>2.0.CO;2.
  • Wursch, M., and G. Craig. 2014. A simple dynamical model of cumulus convection for data assimilation research. Meteorologische Zeitschrift. 23, 483–490.
  • Yang, S.-C., D. Baker, H. Li, K. Cordes, M. Huff, G. Nagpal, E. Okereke, J. Villafane, E. Kalnay, and G. Duane. 2006. Data assimilation as synchronization of truth and model: Experiments with the three-variable Lorenz system. J. of the Atmos. Sci. 63, 2340–2354. DOI:10.1175/JAS3739.1.

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