Analysis scheme in the ensemble Kalman filter

Monthly Weather Review

Volumn 126, Issue 6, 1998, Pages 1719-1724

  Burgers, Gerrit ^a   Van Leeuwen, Peter Jan ^b   Evensen, Geir ^c  

^a ROYAL NETHERLANDS METEOROLOGICAL INSTITUTE KNMI   (Netherlands)

^b UTRECHT UNIVERSITY   (Netherlands)

^c NANSEN ENVIRONMENTAL AND REMOTE SENSING CENTER   (Norway)

Author keywords

[No Author keywords available]

Indexed keywords

DATA PROCESSING; KALMAN FILTER;

EID: 0032439201     PISSN: 00270644     EISSN: None     Source Type: Journal    
DOI: 10.1175/1520-0493(1998)126<1719:ASITEK>2.0.CO;2     Document Type: Article

References (15)

1. Bouttier, F., 1994: A dynamical estimation of forecast error covariances in an assimilation system. Mon. Wea. Rev., 122, 2376-2390.
2. Cohn, S. E., 1993: Dynamics of short term univariate forecast error covariances. Mon. Wea. Rev., 121, 3123-3149.
3. Daley, R., and T. Mayer, 1986: Estimates of global analysis error from the global weather experiment observational network. Mon. Wea. Rev., 114, 1642-1653.
4. Epstein, E. S., 1969: Stochastic dynamic prediction. Tellus, 21A, 739-759.
5. Evensen, G., 1992: Using the extended Kalman filter with a multilayer quasi-geostrophic ocean model. J. Geophys. Res., 97 (C11), 17905-17924.
6. _, 1994a: Inverse methods and data assimilation in nonlinear ocean models. Physica D, 77, 108-129.
7. _, 1994b: Sequential data assimilation with a nonlinear quasigeostrophic model using Monte Carlo methods to forecast error statistics. J. Geophys. Res., 99 (C5), 10143-10162.
8. _, 1997: Advanced data assimilation for strongly nonlinear dynamics. Mon. Wea. Rev., 125, 1342-1354.
9. _, and P. J. van Leeuwen. 1996: Assimilation of Geosat altimeter data for the Agulhas current using the ensemble Kalman filter with a quasi-geostrophic model. Mon. Wea. Rev., 124, 85-96.
10. Gauthier, P., P. Courtier, and P. Moll, 1993: Assimilation of simulated wind lidar data with a Kalman filter. Mon. Wea. Rev., 121, 1803-1820.
11. Houtekamer, P. L., and J. Derome, 1995: The RPN Ensemble Prediction System. Seminar Proc. on Predictability, Vol. II, Reading, United Kingdom, European Centre for Medium-Range Weather Forecasts, 121-146.
12. _, and H. L. Mitchell, 1998: Data assimilation using an ensemble Kalman filter technique. Mon. Wea. Rev., 126, 796-811.
13. Leith, C. E., 1974: Theoretical skill of Monte Carlo forecasts. Mon. Wea. Rev., 102, 409-418.
14. Miller, R. N., M. Ghil, and F. Gauthiez, 1994: Advanced data assimilation in strongly nonlinear dynamical systems. J. Atmos. Sci., 51, 1037-1056.
15. van Leeuwen, P. J., and G. Evensen, 1996: Data assimilation and inverse methods in terms of a probabilistic formulation, Mon. Wea. Rev., 124, 2898-2913.