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Volumn 135, Issue 642, 2009, Pages 1177-1199

Objective filtering of ensemble-based background-error variances

Author keywords

Ensemble Kalman Filter; Ensemble of assimilations; Linear estimation; Sampling noise

Indexed keywords

BACKGROUND ERRORS; BACKGROUND-ERROR COVARIANCES; CORRELATION FUNCTION; ENSEMBLE KALMAN FILTER; ENSEMBLE OF ASSIMILATIONS; ERROR VARIANCE; ESTIMATED VARIANCE; ESTIMATION ERRORS; FILTERING PROCEDURES; FINITE SIZE; GE SYSTEMS; IMPACT STUDY; LINEAR ESTIMATION; OBJECTIVE FILTERING; SAMPLING NOISE; SCALE SEPARATION; SIGNAL OF INTERESTS; SIGNAL/NOISE RATIO; SPATIAL PATTERNS; SPATIAL STRUCTURE; SPATIO-TEMPORAL DYNAMICS; VARIANCE ESTIMATE; VARIANCE ESTIMATION; VARIANCE FIELDS;

EID: 70149109155     PISSN: 00359009     EISSN: None     Source Type: Journal    
DOI: 10.1002/qj.438     Document Type: Article
Times cited : (52)

References (29)
  • 2
    • 33749027769 scopus 로고    scopus 로고
    • The use of an ensemble approach to study the background-error covariances in a global NWP model
    • Belo Pereira M, Berre L. 2006. The use of an ensemble approach to study the background-error covariances in a global NWP model. Mon. Weather Rev. 134: 2466-2489.
    • (2006) Mon. Weather Rev. , vol.134 , pp. 2466-2489
    • Belo Pereira, M.1    Berre, L.2
  • 4
    • 38849152191 scopus 로고    scopus 로고
    • Flow-adaptive moderation of spurious ensemble correlations and its use in ensemble-based data assimilation
    • Bishop CH, Hodyss D. 2007. Flow-adaptive moderation of spurious ensemble correlations and its use in ensemble-based data assimilation. Q. J. R. Meteorol. Soc. 133: 2029-2044.
    • (2007) Q. J. R. Meteorol. Soc. , vol.133 , pp. 2029-2044
    • Bishop, C.H.1    Hodyss, D.2
  • 5
    • 0021034491 scopus 로고
    • Homogeneous and isotropic turbulence on the sphere
    • Boer GJ. 1983. Homogeneous and isotropic turbulence on the sphere. J. Atmos. Sci. 40: 154-163.
    • (1983) J. Atmos. Sci. , vol.40 , pp. 154-163
    • Boer, G.J.1
  • 6
    • 0027849794 scopus 로고
    • The dynamics of error covariances in a barotropic model
    • Bouttier F. 1993. The dynamics of error covariances in a barotropic model. Tellus A 45: 408-423.
    • (1993) Tellus A , vol.45 , pp. 408-423
    • Bouttier, F.1
  • 7
    • 0028595111 scopus 로고
    • A dynamical estimation of error covariances in an assimilation system
    • Bouttier F. 1994. A dynamical estimation of error covariances in an assimilation system. Mon. Weather Rev. 122: 2376-2390.
    • (1994) Mon. Weather Rev. , vol.122 , pp. 2376-2390
    • Bouttier, F.1
  • 8
    • 34250011477 scopus 로고    scopus 로고
    • Spectral and spatial localization of background-error correlations for data assimilation
    • Buehner M, Charron M. 2007. Spectral and spatial localization of background-error correlations for data assimilation. Q. J. R. Meteorol. Soc. 133: 615-630.
    • (2007) Q. J. R. Meteorol. Soc. , vol.133 , pp. 615-630
    • Buehner, M.1    Charron, M.2
  • 9
    • 85040897227 scopus 로고
    • Cambridge University Press: Cambridge, UK
    • Daley R. 1991. Atmospheric data analysis. Cambridge University Press: Cambridge, UK.
    • (1991) Atmospheric data analysis
    • Daley, R.1
  • 10
    • 20444482470 scopus 로고    scopus 로고
    • A wavelet approach to representing background-error covariances in a limited-area model
    • Deckmyn A, Berre L. 2005. A wavelet approach to representing background-error covariances in a limited-area model. Mon. Weather Rev. 133: 1279-1294.
    • (2005) Mon. Weather Rev. , vol.133 , pp. 1279-1294
    • Deckmyn, A.1    Berre, L.2
  • 11
    • 0032791112 scopus 로고    scopus 로고
    • A reformulation of the background-error covariance in the ECMWF global data assimilation system
    • Derber J, Bouttier F. 1999. A reformulation of the background-error covariance in the ECMWF global data assimilation system. Tellus A 51: 195-221.
    • (1999) Tellus A , vol.51 , pp. 195-221
    • Derber, J.1    Bouttier, F.2
  • 12
    • 69749084907 scopus 로고    scopus 로고
    • Diagnosis of observation, background and analysis-error statistics in observation space
    • Desroziers G, Berre L, Chapnik B, Poli P. 2005. Diagnosis of observation, background and analysis-error statistics in observation space. Q. J. R. Meteorol. Soc. 131: 3385-3396.
    • (2005) Q. J. R. Meteorol. Soc. , vol.131 , pp. 3385-3396
    • Desroziers, G.1    Berre, L.2    Chapnik, B.3    Poli, P.4
  • 13
    • 0028193070 scopus 로고
    • Sequential data assimilation with a nonlinear quasigeostrophic model using Monte Carlo methods to forecast error
    • Evensen G. 1994. Sequential data assimilation with a nonlinear quasigeostrophic model using Monte Carlo methods to forecast error. J. Geophys. Res. 99: 10143-10162.
    • (1994) J. Geophys. Res. , vol.99 , pp. 10143-10162
    • Evensen, G.1
  • 17
    • 0032024819 scopus 로고    scopus 로고
    • Data assimilation using an Ensemble Kalman Filter technique
    • Houtekamer PL, Mitchell HL. 1998. Data assimilation using an Ensemble Kalman Filter technique. Mon. Weather Rev. 126: 796-811.
    • (1998) Mon. Weather Rev. , vol.126 , pp. 796-811
    • Houtekamer, P.L.1    Mitchell, H.L.2
  • 18
    • 0035129828 scopus 로고    scopus 로고
    • A sequential Ensemble Kalman Filter for atmospheric data assimilation
    • Houtekamer PL, Mitchell HL. 2001. A sequential Ensemble Kalman Filter for atmospheric data assimilation. Mon. Weather Rev. 129: 123-137.
    • (2001) Mon. Weather Rev. , vol.129 , pp. 123-137
    • Houtekamer, P.L.1    Mitchell, H.L.2
  • 21
    • 0032378343 scopus 로고    scopus 로고
    • Adaptive covariance estimation of locally stationary processes
    • Mallat S, Papanicolaou G, Zhang Z. 1998. Adaptive covariance estimation of locally stationary processes. Ann. Stat. 26: 1-47.
    • (1998) Ann. Stat. , vol.26 , pp. 1-47
    • Mallat, S.1    Papanicolaou, G.2    Zhang, Z.3
  • 23
    • 34247246183 scopus 로고    scopus 로고
    • Filtering properties of wavelets for the local background-error correlations
    • Pannekoucke O, Berre L, Desroziers G. 2007. Filtering properties of wavelets for the local background-error correlations. Q. J. R. Meteorol. Soc. 133: 363-379.
    • (2007) Q. J. R. Meteorol. Soc. , vol.133 , pp. 363-379
    • Pannekoucke, O.1    Berre, L.2    Desroziers, G.3
  • 25
    • 48649095711 scopus 로고    scopus 로고
    • Spatial averaging of ensemble-based background-error variances
    • Raynaud L, Berre L, Desroziers G. 2008. Spatial averaging of ensemble-based background-error variances. Q. J. R. Meteorol. Soc. 134: 1003-1014.
    • (2008) Q. J. R. Meteorol. Soc. , vol.134 , pp. 1003-1014
    • Raynaud, L.1    Berre, L.2    Desroziers, G.3
  • 26
    • 53249135012 scopus 로고    scopus 로고
    • Sampling errors in the Ensemble Kalman Filtering. Part I: Theory
    • Sacher W, Bartello P. 2008. Sampling errors in the Ensemble Kalman Filtering. Part I: Theory. Mon. Weather Rev. 136: 3035-3049.
    • (2008) Mon. Weather Rev. , vol.136 , pp. 3035-3049
    • Sacher, W.1    Bartello, P.2
  • 27
    • 0029750114 scopus 로고    scopus 로고
    • Dynamical structure functions in a four-dimensional variational assimilation: A case-study
    • Thépaut J-N, Courtier P, Belaud G, Lemaître G. 1996. Dynamical structure functions in a four-dimensional variational assimilation: A case-study. Q. J. R. Meteorol. Soc. 122: 535-561.
    • (1996) Q. J. R. Meteorol. Soc. , vol.122 , pp. 535-561
    • Thépaut, J.-N.1    Courtier, P.2    Belaud, G.3    Lemaître, G.4
  • 28
    • 62749149846 scopus 로고    scopus 로고
    • A hybrid ETKF-3DVAR data assimilation scheme for the WRF model. Part I: Observing System Simulation Experiment
    • Wang X, Barker DM, Snyder C, Hamill TM. 2008. A hybrid ETKF-3DVAR data assimilation scheme for the WRF model. Part I: Observing System Simulation Experiment. Mon. Weather Rev. 136: 5116-5131.
    • (2008) Mon. Weather Rev. , vol.136 , pp. 5116-5131
    • Wang, X.1    Barker, D.M.2    Snyder, C.3    Hamill, T.M.4
  • 29
    • 27644461361 scopus 로고    scopus 로고
    • Balanced tropical data assimilation based on a study of equatorial waves in ECMWF shortrange forecast errors
    • Zagar N, Andersson E, Fisher M. 2005. Balanced tropical data assimilation based on a study of equatorial waves in ECMWF shortrange forecast errors. Q. J. R. Meteorol. Soc. 131: 987-1011.
    • (2005) Q. J. R. Meteorol. Soc. , vol.131 , pp. 987-1011
    • Zagar, N.1    Andersson, E.2    Fisher, M.3


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