메뉴 건너뛰기




Volumn 15, Issue 2, 2011, Pages 225-237

Relation between two common localisation methods for the EnKF

Author keywords

Covariance localisation; Data assimilation; EnKF; Ensemble Kalman filter; Local analysis; Localisation

Indexed keywords

COMPUTER SIMULATION; COVARIANCE ANALYSIS; DATA ASSIMILATION; ENSEMBLE FORECASTING; HYDROCARBON RESERVOIR; KALMAN FILTER; NUMERICAL MODEL;

EID: 79952441516     PISSN: 14200597     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10596-010-9202-6     Document Type: Article
Times cited : (183)

References (22)
  • 1
    • 0042821672 scopus 로고    scopus 로고
    • A local least squares framework for ensemble filtering
    • Anderson, J. L.: A local least squares framework for ensemble filtering. Mon. Weather Rev. 131, 634-642 (2003).
    • (2003) Mon. Weather Rev. , vol.131 , pp. 634-642
    • Anderson, J.L.1
  • 2
    • 34248655165 scopus 로고    scopus 로고
    • Exploring the need for localization in ensemble data assimilation using a hierarchical ensemble filter
    • Anderson, J. L.: Exploring the need for localization in ensemble data assimilation using a hierarchical ensemble filter. Physica D 230, 99-111 (2007).
    • (2007) Physica D , vol.230 , pp. 99-111
    • Anderson, J.L.1
  • 3
    • 38849152191 scopus 로고    scopus 로고
    • Flow-adaptive moderation of spurious ensemble correlations and its use in ensemble-based data assimilation
    • Bishop, C. H., Hodyss, D.: Flow-adaptive moderation of spurious ensemble correlations and its use in ensemble-based data assimilation. Q. J. Royal Meteorol. Soc. 133, 2029-2044 (2007).
    • (2007) Q. J. Royal Meteorol. Soc. , vol.133 , pp. 2029-2044
    • Bishop, C.H.1    Hodyss, D.2
  • 4
    • 58049107252 scopus 로고    scopus 로고
    • Ensemble covariances adaptively localized with ECO-RAP. part 1: tests on simple error models
    • Bishop, C. H., Hodyss, D.: Ensemble covariances adaptively localized with ECO-RAP. part 1: tests on simple error models. Tellus 61A, 84-96 (2009).
    • (2009) Tellus , vol.61 A , pp. 84-96
    • Bishop, C.H.1    Hodyss, D.2
  • 5
    • 0035270690 scopus 로고    scopus 로고
    • Adaptive sampling with the ensemble transform Kalman filter. Part I: theoretical aspects
    • Bishop, C. H., Etherton, B., Majumdar, S. J.: Adaptive sampling with the ensemble transform Kalman filter. Part I: theoretical aspects. Mon. Weather Rev. 129, 420-436 (2001).
    • (2001) Mon. Weather Rev. , vol.129 , pp. 420-436
    • Bishop, C.H.1    Etherton, B.2    Majumdar, S.J.3
  • 6
  • 7
    • 79952444641 scopus 로고    scopus 로고
    • Available at
    • Cross, M.: Introduction to Chaos. Available at: http://www. cmp. caltech. edu/~mcc/Chaos_Course/Outline. html (2009).
    • (2009) Introduction to Chaos
    • Cross, M.1
  • 8
    • 0028193070 scopus 로고
    • Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte-Carlo methods to forecast error statistics
    • Evensen, G.: Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte-Carlo methods to forecast error statistics. J. Geophys. Res. 99, 10143-10162 (1994).
    • (1994) J. Geophys. Res. , vol.99 , pp. 10143-10162
    • Evensen, G.1
  • 9
    • 84884550570 scopus 로고    scopus 로고
    • The Ensemble Kalman filter: theoretical formulation and practical implementation
    • doi:10.1007/sl10236-003-0036-9
    • Evensen, G.: The Ensemble Kalman filter: theoretical formulation and practical implementation. Ocean Dyn. 53, 343-367 (2003). doi: 10. 1007/sl10236-003-0036-9.
    • (2003) Ocean Dyn. , vol.53 , pp. 343-367
    • Evensen, G.1
  • 11
    • 0033023511 scopus 로고    scopus 로고
    • Construction of correlation functions in two and three dimensions
    • Gaspari, G., Cohn, S. E.: Construction of correlation functions in two and three dimensions. Q. J. Royal Meteorol. Soc. 125, 723-757 (1999).
    • (1999) Q. J. Royal Meteorol. Soc. , vol.125 , pp. 723-757
    • Gaspari, G.1    Cohn, S.E.2
  • 12
    • 0035506430 scopus 로고    scopus 로고
    • Distance-dependent filtering of background error covariance estimates in an ensemble Kalman filter
    • Hamill, T. M., Whitaker, J. S.: Distance-dependent filtering of background error covariance estimates in an ensemble Kalman filter. Mon. Weather Rev. 129, 2776-2790 (2001).
    • (2001) Mon. Weather Rev. , vol.129 , pp. 2776-2790
    • Hamill, T.M.1    Whitaker, J.S.2
  • 13
    • 0004151494 scopus 로고
    • Cambridge, MA: Cambridge University Press
    • Horn, R. A., Johnson, C. R.: Matrix Analysis. Cambridge University Press, Cambridge, MA (1985).
    • (1985) Matrix Analysis
    • Horn, R.A.1    Johnson, C.R.2
  • 14
    • 0035129828 scopus 로고    scopus 로고
    • A sequential ensemble Kalman filter for atmospheric data assimilation
    • Houtekamer, P. L., Mitchell, H. L.: A sequential ensemble Kalman filter for atmospheric data assimilation. Mon. Weather Rev. 129, 123-137 (2001).
    • (2001) Mon. Weather Rev. , vol.129 , pp. 123-137
    • Houtekamer, P.L.1    Mitchell, H.L.2
  • 15
    • 34248675795 scopus 로고    scopus 로고
    • Efficient data assimilation for spatiotemporal chaos: a local ensemble transform Kalman filter
    • Hunt, B. R., Kostelich, E. J., Szunyogh, I.: Efficient data assimilation for spatiotemporal chaos: a local ensemble transform Kalman filter. Physica D 230, 112-126 (2007).
    • (2007) Physica D , vol.230 , pp. 112-126
    • Hunt, B.R.1    Kostelich, E.J.2    Szunyogh, I.3
  • 16
    • 33847294302 scopus 로고    scopus 로고
    • Impacts of localisation in the EnKF and EnOI: experiments with a small model
    • doi:10.1007/sl10236-006-0088-8
    • Oke, P. R., Sakov, P., Corney, S. P.: Impacts of localisation in the EnKF and EnOI: experiments with a small model. Ocean Dyn. 57, 32-45 (2007). doi: 10. 1007/sl10236-006-0088-8.
    • (2007) Ocean Dyn. , vol.57 , pp. 32-45
    • Oke, P.R.1    Sakov, P.2    Corney, S.P.3
  • 18
    • 39049157179 scopus 로고    scopus 로고
    • A deterministic formulation of the ensemble Kalman filter: an alternative to ensemble square root filters
    • Sakov P, Oke P. R.: A deterministic formulation of the ensemble Kalman filter: an alternative to ensemble square root filters. Tellus 60A, 361-371 (2008).
    • (2008) Tellus , vol.60 A , pp. 361-371
    • Sakov, P.1    Oke, P.R.2
  • 19
    • 39049173291 scopus 로고    scopus 로고
    • Implications of the form of the ensemble transformations in the ensemble square root filters
    • Sakov, P., Oke, P. R.: Implications of the form of the ensemble transformations in the ensemble square root filters. Mon. Weather Rev. 136, 1042-1053 (2008).
    • (2008) Mon. Weather Rev. , vol.136 , pp. 1042-1053
    • Sakov, P.1    Oke, P.R.2
  • 21
    • 0036646009 scopus 로고    scopus 로고
    • Ensemble data assimilation without perturbed observations
    • Whitaker, J. S., Hamill, T. M.: Ensemble data assimilation without perturbed observations. Mon. Weather Rev. 130, 1913-1924 (2002).
    • (2002) Mon. Weather Rev. , vol.130 , pp. 1913-1924
    • Whitaker, J.S.1    Hamill, T.M.2
  • 22
    • 44449095043 scopus 로고    scopus 로고
    • Ensemble data assimilation with the NCEP global forecast system
    • Whitaker, J. S., Hamill, T. M., Wei, X., Song, Y., Toth, Z.: Ensemble data assimilation with the NCEP global forecast system. Mon. Weather Rev. 136, 463-482 (2008).
    • (2008) Mon. Weather Rev. , vol.136 , pp. 463-482
    • Whitaker, J.S.1    Hamill, T.M.2    Wei, X.3    Song, Y.4    Toth, Z.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.