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Volumn 112, Issue 11, 2007, Pages

Fitting model fields to observations by using singular value decomposition: An ensemble-based 4DVar approach

Author keywords

[No Author keywords available]

Indexed keywords

COVARIANCE MATRIX; CURVE FITTING; KALMAN FILTERS; MATHEMATICAL MODELS; METEOROLOGY; SINGULAR VALUE DECOMPOSITION; VECTORS;

EID: 34548092511     PISSN: 01480227     EISSN: None     Source Type: Journal    
DOI: 10.1029/2006JD007994     Document Type: Article
Times cited : (40)

References (44)
  • 1
    • 0035655814 scopus 로고    scopus 로고
    • An ensemble adjustment Kalman filter for data assimilation
    • Anderson, J. L. (2001), An ensemble adjustment Kalman filter for data assimilation, Mon. Weather Rev., 129, 2884-2903.
    • (2001) Mon. Weather Rev , vol.129 , pp. 2884-2903
    • Anderson, J.L.1
  • 2
    • 0000085181 scopus 로고
    • A technique for maximizing details in numerical map analysis
    • Barnes, S. (1964), A technique for maximizing details in numerical map analysis, J. Appl. Meteorol., 3, 395-409.
    • (1964) J. Appl. Meteorol , vol.3 , pp. 395-409
    • Barnes, S.1
  • 4
    • 84905334976 scopus 로고
    • Integration of space and in situ observations to study global climate changes
    • Bergthorson, P., and B. Doos (1955), Integration of space and in situ observations to study global climate changes, Tellus, 23, 328-336.
    • (1955) Tellus , vol.23 , pp. 328-336
    • Bergthorson, P.1    Doos, B.2
  • 5
    • 0035270690 scopus 로고    scopus 로고
    • Adaptive sampling with the ensemble transform Kalman filter Part I: Theoretical aspects
    • Bishop, C. H., B. J. Etherton, and S. J. Majumdar (2001), Adaptive sampling with the ensemble transform Kalman filter Part I: Theoretical aspects, Mon. Weather Rev., 129, 420-436.
    • (2001) Mon. Weather Rev , vol.129 , pp. 420-436
    • Bishop, C.H.1    Etherton, B.J.2    Majumdar, S.J.3
  • 6
    • 0022830659 scopus 로고
    • Statistical interpolation by means of successive corrections
    • Bratseth, A. M. (1986), Statistical interpolation by means of successive corrections, Tellus, Ser. A, 38, 439-447.
    • (1986) Tellus, Ser. A , vol.38 , pp. 439-447
    • Bratseth, A.M.1
  • 7
    • 0032439201 scopus 로고    scopus 로고
    • Analysis scheme in the ensemble Kalman filter
    • Burgers, G., P. J. van Leeuwen, and G. Evensen (1998), Analysis scheme in the ensemble Kalman filter, Mon. Weather Rev., 126, 1719-1724.
    • (1998) Mon. Weather Rev , vol.126 , pp. 1719-1724
    • Burgers, G.1    van Leeuwen, P.J.2    Evensen, G.3
  • 8
    • 0000791134 scopus 로고
    • An operational objective analysis system
    • Cressman, G. (1959), An operational objective analysis system, Mon. Weather Rev., 87, 374-387.
    • (1959) Mon. Weather Rev , vol.87 , pp. 374-387
    • Cressman, G.1
  • 9
    • 85040897227 scopus 로고
    • 457 pp, Cambridge Univ. Press, New York
    • Daley, R. (1991), Atmospheric Data Analysis, 457 pp., Cambridge Univ. Press, New York.
    • (1991) Atmospheric Data Analysis
    • Daley, R.1
  • 10
    • 0035302494 scopus 로고    scopus 로고
    • NAVDAS: Formulation and diagnostics
    • Daley, R., and E. Barker (2001), NAVDAS: Formulation and diagnostics, Mon. Weather Rev., 129, 869-883.
    • (2001) Mon. Weather Rev , vol.129 , pp. 869-883
    • Daley, R.1    Barker, E.2
  • 11
    • 0028193070 scopus 로고
    • Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte-Carlo methods to forecast error statistics
    • Evensen, G. (1994), Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte-Carlo methods to forecast error statistics, J. Geophys. Res., 99, 10,143-10,162.
    • (1994) J. Geophys. Res , vol.99
    • Evensen, G.1
  • 12
    • 84884550570 scopus 로고    scopus 로고
    • The ensemble Kalman filter: Theoretical formulation and practical implementation
    • Evensen, G. (2003), The ensemble Kalman filter: Theoretical formulation and practical implementation, Ocean Dyn., 53, 343-367.
    • (2003) Ocean Dyn , vol.53 , pp. 343-367
    • Evensen, G.1
  • 13
    • 0033380801 scopus 로고    scopus 로고
    • Three-dimensional covariance functions for NOGAPS data
    • Franke, R. (1999), Three-dimensional covariance functions for NOGAPS data, Mon. Weather Rev., 127, 2293-2308.
    • (1999) Mon. Weather Rev , vol.127 , pp. 2293-2308
    • Franke, R.1
  • 14
    • 0033023511 scopus 로고    scopus 로고
    • Construction of correlation functions in two and three dimensions
    • Gaspari, G., and S. E. Cohn (1999), Construction of correlation functions in two and three dimensions, Q. J. R. Meteorol. Soc., 125, 723-757.
    • (1999) Q. J. R. Meteorol. Soc , vol.125 , pp. 723-757
    • Gaspari, G.1    Cohn, S.E.2
  • 15
    • 0001152150 scopus 로고
    • An experiment in objective analysis
    • Gilchrist, B., and G. Cressman (1954), An experiment in objective analysis, Tellus, 6, 309-318.
    • (1954) Tellus , vol.6 , pp. 309-318
    • Gilchrist, B.1    Cressman, G.2
  • 16
    • 0004236492 scopus 로고
    • 476 pp, Johns Hopkins Univ. Press, Baltimore, Md
    • Golub, G. H., and C. F. Van Loan (1983), Matrix Computations, 476 pp., Johns Hopkins Univ. Press, Baltimore, Md.
    • (1983) Matrix Computations
    • Golub, G.H.1    Van Loan, C.F.2
  • 17
    • 0033792589 scopus 로고    scopus 로고
    • A hybrid ensemble Kalman filter-3D variational analysis scheme
    • Hamill, T. M., and C. Snyder (2000), A hybrid ensemble Kalman filter-3D variational analysis scheme, Mon. Weather Rev., 128, 2905-2919.
    • (2000) Mon. Weather Rev , vol.128 , pp. 2905-2919
    • Hamill, T.M.1    Snyder, C.2
  • 18
    • 0022842583 scopus 로고
    • The statistical structure of short-range forecast errors as determined from radiosonde data. Part I: The wind field
    • Hollingsworth, A., and P. Lönnberg (1986), The statistical structure of short-range forecast errors as determined from radiosonde data. Part I: The wind field, Tellus, Ser. A, 38, 111-136.
    • (1986) Tellus, Ser. A , vol.38 , pp. 111-136
    • Hollingsworth, A.1    Lönnberg, P.2
  • 19
    • 0032024819 scopus 로고    scopus 로고
    • Data assimilation using ensemble Kalman filter technique
    • Houtekamer, P. L., and A. L. Mitchell (1998), Data assimilation using ensemble Kalman filter technique, Mon. Weather Rev., 126, 796-811.
    • (1998) Mon. Weather Rev , vol.126 , pp. 796-811
    • Houtekamer, P.L.1    Mitchell, A.L.2
  • 20
    • 0035129828 scopus 로고    scopus 로고
    • A sequential ensemble Kalman filter for atmospheric data assimilation
    • Houtekamer, P. L., and H. L. Mitchell (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
    • 0022842584 scopus 로고
    • Variational algorithms for analysis and assimilation of meteorological observations: Theoretical aspects
    • Le Dimet, F. X., and O. Talagrand (1986), Variational algorithms for analysis and assimilation of meteorological observations: Theoretical aspects, Tellus, Ser. A, 38, 97-111.
    • (1986) Tellus, Ser. A , vol.38 , pp. 97-111
    • Le Dimet, F.X.1    Talagrand, O.2
  • 22
    • 84977708932 scopus 로고
    • The use of adjoint equations to solve a variational adjustment problem with advective constraint
    • Lewis, J., and J. Deber (1985), The use of adjoint equations to solve a variational adjustment problem with advective constraint, Tellus, Ser. A, 37, 309-322.
    • (1985) Tellus, Ser. A , vol.37 , pp. 309-322
    • Lewis, J.1    Deber, J.2
  • 23
    • 0022825118 scopus 로고
    • The statistical structure of short-range forecast errors as determined from radiosonde data. Part II: The covariance of height and wind errors
    • Lönnberg, P., and A. Hollingsworth (1986), The statistical structure of short-range forecast errors as determined from radiosonde data. Part II: The covariance of height and wind errors, Tellus, Ser. A, 38, 137-161.
    • (1986) Tellus, Ser. A , vol.38 , pp. 137-161
    • Lönnberg, P.1    Hollingsworth, A.2
  • 24
    • 0019707006 scopus 로고
    • A global three-dimensional multivariate statistical analysis system
    • Lorenc, A. (1981), A global three-dimensional multivariate statistical analysis system, Mon. Weather Rev., 109, 701-721.
    • (1981) Mon. Weather Rev , vol.109 , pp. 701-721
    • Lorenc, A.1
  • 25
    • 0347709927 scopus 로고    scopus 로고
    • The potential of the ensemble Kalman filter for NWP - A comparison with 4D-Var
    • Lorenc, A. (2003), The potential of the ensemble Kalman filter for NWP - A comparison with 4D-Var, Q. J. R. Meteorol. Soc., 129, 3183-3203.
    • (2003) Q. J. R. Meteorol. Soc , vol.129 , pp. 3183-3203
    • Lorenc, A.1
  • 26
    • 0002668888 scopus 로고
    • Numerical integration of the primitive equations by a simulated backward difference method
    • Matsuno, T. (1966), Numerical integration of the primitive equations by a simulated backward difference method, J. Meteorol. Soc. Jpn., 44, 76-84.
    • (1966) J. Meteorol. Soc. Jpn , vol.44 , pp. 76-84
    • Matsuno, T.1
  • 27
    • 0036853557 scopus 로고    scopus 로고
    • Ensemble size, balance and model-error representation in an ensemble Kalman filter
    • Mitchell, H. L., P. L. Houtekamer, and G. Pellerin (2002), Ensemble size, balance and model-error representation in an ensemble Kalman filter, Mon. Weather Rev., 130, 2791-2808.
    • (2002) Mon. Weather Rev , vol.130 , pp. 2791-2808
    • Mitchell, H.L.1    Houtekamer, P.L.2    Pellerin, G.3
  • 28
    • 0000013913 scopus 로고
    • Objective weather-map analysis
    • Panofsky, H. (1949), Objective weather-map analysis, J. Appl. Meteorol., 6, 386-920.
    • (1949) J. Appl. Meteorol , vol.6 , pp. 386-920
    • Panofsky, H.1
  • 29
    • 0027040023 scopus 로고
    • The National Meteorological Center's spectral statistical analysis system
    • Parrish, D., and J. Derber (1992), The National Meteorological Center's spectral statistical analysis system, Mon. Weather Rev., 120, 1747-1763.
    • (1992) Mon. Weather Rev , vol.120 , pp. 1747-1763
    • Parrish, D.1    Derber, J.2
  • 30
    • 28044469854 scopus 로고    scopus 로고
    • Four-dimensional data assimilation method based on SVD: Theoretical aspect
    • Qiu, C., and J. Chou (2006), Four-dimensional data assimilation method based on SVD: Theoretical aspect, Theor. Appl. Climatol., 83, 51-57.
    • (2006) Theor. Appl. Climatol , vol.83 , pp. 51-57
    • Qiu, C.1    Chou, J.2
  • 31
    • 69749110316 scopus 로고    scopus 로고
    • Overview of global data assimilation developments in numerical weather-prediction centres
    • Rabier, F. (2005), Overview of global data assimilation developments in numerical weather-prediction centres, Q. J. R. Meteorol. Soc., 131, 3215-3233.
    • (2005) Q. J. R. Meteorol. Soc , vol.131 , pp. 3215-3233
    • Rabier, F.1
  • 32
    • 0002488124 scopus 로고
    • An objective analysis based on the variational method
    • Sasaki, Y. (1958), An objective analysis based on the variational method, J. Metrorol. Soc. Jpn., 36, 77-88.
    • (1958) J. Metrorol. Soc. Jpn , vol.36 , pp. 77-88
    • Sasaki, Y.1
  • 33
    • 0000783155 scopus 로고
    • Some basic formalisms in numerical variational analysis
    • Sasaki, Y. (1970), Some basic formalisms in numerical variational analysis, Mon. Weather Rev., 98, 875-883.
    • (1970) Mon. Weather Rev , vol.98 , pp. 875-883
    • Sasaki, Y.1
  • 34
    • 0000097719 scopus 로고    scopus 로고
    • Assimilation of observations, an introduction
    • Talagrand, O. (1997), Assimilation of observations, an introduction, J. Meteorol. Soc. Jpn., 75, 81-99.
    • (1997) J. Meteorol. Soc. Jpn , vol.75 , pp. 81-99
    • Talagrand, O.1
  • 36
    • 0000593274 scopus 로고    scopus 로고
    • Ensemble forecasting at NCEP and the breeding method
    • Toth, Z., and E. Kalnay (1997), Ensemble forecasting at NCEP and the breeding method, Mon. Weather Rev., 125, 3297-3319.
    • (1997) Mon. Weather Rev , vol.125 , pp. 3297-3319
    • Toth, Z.1    Kalnay, E.2
  • 37
    • 0036646009 scopus 로고    scopus 로고
    • Ensemble data assimilation without perturbed observations
    • Whitaker, J. S., and T. M. Hamill (2002), Ensemble data assimilation without perturbed observations, Mon. Weather Rev., 130, 1913-1924.
    • (2002) Mon. Weather Rev , vol.130 , pp. 1913-1924
    • Whitaker, J.S.1    Hamill, T.M.2
  • 38
    • 0030477122 scopus 로고    scopus 로고
    • Generalized adjoint for physical processes with parameterized discontinuities - Part I: Basic issues and heuristic examples
    • Xu, Q. (1996), Generalized adjoint for physical processes with parameterized discontinuities - Part I: Basic issues and heuristic examples, J. Atmos. Sci., 53, 1123-1142.
    • (1996) J. Atmos. Sci , vol.53 , pp. 1123-1142
    • Xu, Q.1
  • 39
    • 0031395058 scopus 로고    scopus 로고
    • Generalized adjoint for physical processes with parameterized discontinuities-Part IV: Problems in time discretization
    • Xu, Q. (1997), Generalized adjoint for physical processes with parameterized discontinuities-Part IV: Problems in time discretization, J. Atmos. Sci., 54, 2722-2728.
    • (1997) J. Atmos. Sci , vol.54 , pp. 2722-2728
    • Xu, Q.1
  • 40
    • 3242753329 scopus 로고    scopus 로고
    • Adjoint matching condition for parameterized discontinuities - A derivation using Lagrangian-form cost function
    • Xu, Q., and C. Qiu (1997), Adjoint matching condition for parameterized discontinuities - A derivation using Lagrangian-form cost function, Adv. Atmos. Sci., 14, 49-52.
    • (1997) Adv. Atmos. Sci , vol.14 , pp. 49-52
    • Xu, Q.1    Qiu, C.2
  • 41
    • 0035655697 scopus 로고    scopus 로고
    • Estimation of three-dimensional error covariances. Part II: Analysis of wind innovation vectors
    • Xu, Q., and L. Wei (2001), Estimation of three-dimensional error covariances. Part II: Analysis of wind innovation vectors, Mon. Weather Rev., 129, 2939-2954.
    • (2001) Mon. Weather Rev , vol.129 , pp. 2939-2954
    • Xu, Q.1    Wei, L.2
  • 42
    • 0036538487 scopus 로고    scopus 로고
    • Estimation of three-dimensional error covariances. Part III: Height-wind error correlation and related geostrophy
    • Xu, Q., and L. Wei (2002), Estimation of three-dimensional error covariances. Part III: Height-wind error correlation and related geostrophy, Mon. Weather Rev., 130, 1052-1062.
    • (2002) Mon. Weather Rev , vol.130 , pp. 1052-1062
    • Xu, Q.1    Wei, L.2
  • 43
    • 0035420230 scopus 로고    scopus 로고
    • Estimation of three-dimensional error covariances. Part I: Analysis of height innovation vectors
    • Xu, Q., L. Wei, A. VanTuyl, and E. H. Barker (2001), Estimation of three-dimensional error covariances. Part I: Analysis of height innovation vectors, Mon. Weather Rev., 129, 2126-2135.
    • (2001) Mon. Weather Rev , vol.129 , pp. 2126-2135
    • Xu, Q.1    Wei, L.2    VanTuyl, A.3    Barker, E.H.4
  • 44
    • 24944523803 scopus 로고    scopus 로고
    • Maximum likelihood Ensemble filter: Theoretical aspects
    • Zupanski, M. (2005), Maximum likelihood Ensemble filter: Theoretical aspects, Mon. Weather Rev., 133, 1710-1726.
    • (2005) Mon. Weather Rev , vol.133 , pp. 1710-1726
    • Zupanski, M.1


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