메뉴 건너뛰기




Volumn 61, Issue 2, 2009, Pages 210-226

Observation bias correction with an ensemble Kalman filter

Author keywords

[No Author keywords available]

Indexed keywords

BRIGHTNESS TEMPERATURE; DATA ASSIMILATION; ENSEMBLE FORECASTING; KALMAN FILTER; SATELLITE IMAGERY; SIMULATION; WEATHER FORECASTING;

EID: 61349192672     PISSN: 02806495     EISSN: 16000870     Source Type: Journal    
DOI: 10.1111/j.1600-0870.2008.00378.x     Document Type: Article
Times cited : (52)

References (42)
  • 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. Wea. Rev. 129, 2884-2903.
    • (2001) Mon. Wea. Rev. , vol.129 , pp. 2884-2903
    • Anderson, J.L.1
  • 2
    • 34250026209 scopus 로고    scopus 로고
    • Adaptive bias correction for satellite data in a numerical weather prediction system
    • Auligne, T., McNally, A. P. and Dee, D. P. 2007. Adaptive bias correction for satellite data in a numerical weather prediction system. Quart. J. R. Meteorol. Soc. 133, 631-642.
    • (2007) Quart. J. R. Meteorol. Soc. , vol.133 , pp. 631-642
    • Auligne, T.1    McNally, A.P.2    Dee, D.P.3
  • 3
    • 33645575318 scopus 로고    scopus 로고
    • Local ensemble Kalman filtering in the presence of model bias
    • Baek, S.-J., Hunt, B. R., Kalnay, E., Ott, E. and Szunyogh, I. 2006. Local ensemble Kalman filtering in the presence of model bias. Tellus 58A, 293-306.
    • (2006) Tellus , vol.58 A , pp. 293-306
    • Baek, S.-J.1    Hunt, B.R.2    Kalnay, E.3    Ott, E.4    Szunyogh, I.5
  • 5
    • 33846868359 scopus 로고    scopus 로고
    • Bias and data assimilation
    • Dee, D. P. 2005. Bias and data assimilation. Quart. J. R. Meteorol. Soc. 131, 3323-3343.
    • (2005) Quart. J. R. Meteorol. Soc. , vol.131 , pp. 3323-3343
    • Dee, D.P.1
  • 6
    • 0000674568 scopus 로고    scopus 로고
    • Data assimilation in the presence of forecast bias
    • Dee, D. P. and da Silva, A. M. 1998. Data assimilation in the presence of forecast bias. Quart. J. R. Meteorol. Soc. 124, 269-295.
    • (1998) Quart. J. R. Meteorol. Soc. , vol.124 , pp. 269-295
    • Dee, D.P.1    da Silva, A.M.2
  • 7
    • 0032458212 scopus 로고    scopus 로고
    • The use of TOVS cloud-cleared radiances in the NCEP SSI analysis system
    • Derber, J. C. and Wu, W.-S. 1998. The use of TOVS cloud-cleared radiances in the NCEP SSI analysis system. Mon. Wea. Rev. 126, 2287-2299.
    • (1998) Mon. Wea. Rev. , vol.126 , pp. 2287-2299
    • Derber, J.C.1    Wu, W.-S.2
  • 8
    • 0003660282 scopus 로고
    • A bias correction scheme for simulated TOVS brightness temperatures
    • ECMWF, Reading, UK
    • Eyre, J. R. 1992. A bias correction scheme for simulated TOVS brightness temperatures. Technical Memorandum 186, ECMWF, Reading, UK.
    • (1992) Technical Memorandum , vol.186
    • Eyre, J.R.1
  • 9
    • 34548798092 scopus 로고    scopus 로고
    • Assimilating nonlocal observations with a local ensemble Kalman filter
    • Fertig, E. J., Hunt, B. R., Ott, E. and Szunyogh, I. 2007. Assimilating nonlocal observations with a local ensemble Kalman filter. Tellus 59A, 719-730.
    • (2007) Tellus , vol.59 A , pp. 719-730
    • Fertig, E.J.1    Hunt, B.R.2    Ott, E.3    Szunyogh, I.4
  • 10
    • 0014552637 scopus 로고
    • Treatment of bias in recursive filtering
    • Friedland, B. 1969. Treatment of bias in recursive filtering. IEEE Trans. Auto. Control 14, 359-367.
    • (1969) IEEE Trans. Auto. Control , vol.14 , pp. 359-367
    • Friedland, B.1
  • 11
    • 0035506430 scopus 로고    scopus 로고
    • Distance-dependent filtering of background covariance estimates in an ensemble Kalman filter
    • Hamill, T., Whitaker, J. S. and Snyder, C. 2001. Distance-dependent filtering of background covariance estimates in an ensemble Kalman filter. Mon. Wea. Rev. 129, 2776-2790.
    • (2001) Mon. Wea. Rev. , vol.129 , pp. 2776-2790
    • Hamill, T.1    Whitaker, J.S.2    Snyder, C.3
  • 13
    • 34247587126 scopus 로고    scopus 로고
    • A non-Gaussian ensemble filter for assimilating infrequent noisy observations
    • Harlim, J. and Hunt, B. R. 2007. A non-Gaussian ensemble filter for assimilating infrequent noisy observations. Tellus 59A, 225-237.
    • (2007) Tellus , vol.59 A , pp. 225-237
    • Harlim, J.1    Hunt, B.R.2
  • 14
    • 0035301801 scopus 로고    scopus 로고
    • A satellite radiance-bias correction scheme for data assimilation
    • Harris, B. A. and Kelly, G. 2001. A satellite radiance-bias correction scheme for data assimilation. Quart. J. R. Meteorol. Soc. 127, 1453-1468.
    • (2001) Quart. J. R. Meteorol. Soc. , vol.127 , pp. 1453-1468
    • Harris, B.A.1    Kelly, G.2
  • 15
    • 61349141914 scopus 로고    scopus 로고
    • Effect of air-mass predictor choice on the AIRS bias correction at the Met Office
    • In: International ATOVES Working Group, Sainte-Adele, Quebec, Canada
    • Harris, B. A., Cameron, J., Collard, A. and Saunders, R. 2004. Effect of air-mass predictor choice on the AIRS bias correction at the Met Office. In: Proceedings of the Thirteenth International TOVS Study Conference, International ATOVES Working Group, Sainte-Adele, Quebec, Canada, 92-98.
    • (2004) Proceedings of the Thirteenth International TOVS Study Conference , pp. 92-98
    • Harris, B.A.1    Cameron, J.2    Collard, A.3    Saunders, R.4
  • 16
    • 0035129828 scopus 로고    scopus 로고
    • A sequential ensemble Kalman filter for atmospheric data assimilation
    • Houtekamer, P. L. and Mitchell, H. L. 2001. A sequential ensemble Kalman filter for atmospheric data assimilation. Mon. Wea. Rev. 129, 123-137.
    • (2001) Mon. Wea. Rev. , vol.129 , pp. 123-137
    • Houtekamer, P.L.1    Mitchell, H.L.2
  • 18
    • 13244288261 scopus 로고    scopus 로고
    • Atmospheric data assimilation with the ensemble Kalman filter: Results with real observations
    • and co-author
    • Houtekamer, P. L., Mitchell, H. L., Pellerin, G., Buehner, M., Spacek, L. and co-author. 2005. Atmospheric data assimilation with the ensemble Kalman filter: Results with real observations. Mon. Wea. Rev. 133, 604-620.
    • (2005) Mon. Wea. Rev. , vol.133 , pp. 604-620
    • Houtekamer, P.L.1    Mitchell, H.L.2    Pellerin, G.3    Buehner, M.4    Spacek, L.5
  • 19
    • 34248675795 scopus 로고    scopus 로고
    • Efficient data assimilation for spatiotemporal chaos: A local ensemble transform Kalman filter
    • Hunt, B. R., Kostelich, E. J. and Szunyogh, I. 2007. Efficient data assimilation for spatiotemporal chaos: A local ensemble transform Kalman filter. Physica D. 230, 112-126.
    • (2007) Physica D. , vol.230 , pp. 112-126
    • Hunt, B.R.1    Kostelich, E.J.2    Szunyogh, I.3
  • 21
    • 61349142545 scopus 로고    scopus 로고
    • Ensemble forecasting and data assimilation: Two problems with the same solution?
    • In: (eds. T. N. Palmer and R. Hagedorn). Cambridge University Press, New York
    • Kalnay, E., Hunt, B. R., Ott, E. and Szunyogh, I. 2006. Ensemble forecasting and data assimilation: Two problems with the same solution? In: Predictability of Weather and Climate (eds. T. N. Palmer and R. Hagedorn). Cambridge University Press, New York.
    • (2006) Predictability of Weather and Climate
    • Kalnay, E.1    Hunt, B.R.2    Ott, E.3    Szunyogh, I.4
  • 22
    • 22744439121 scopus 로고    scopus 로고
    • Ensemble Kalman filter assimilation of temperature and altimeter data with bias correction and application to seasonal prediction
    • Keppenne, C. L., Rienecker, M. M., Kurowski, N. P. and Adamec, D. A. 2005. Ensemble Kalman filter assimilation of temperature and altimeter data with bias correction and application to seasonal prediction. Nonlinear Proc. Geophys. 12, 491-503.
    • (2005) Nonlinear Proc. Geophys. , vol.12 , pp. 491-503
    • Keppenne, C.L.1    Rienecker, M.M.2    Kurowski, N.P.3    Adamec, D.A.4
  • 23
    • 34247589234 scopus 로고    scopus 로고
    • Assessing predictability with a local ensemble Kalman filter
    • co-authors
    • Kuhl, D., Szunyogh, I., Kostelich, E. J., Patil, D. J., Gyarmati, and co-authors. 2007. Assessing predictability with a local ensemble Kalman filter. J. Atmos. Sci. 64, 1116-1140.
    • (2007) J. Atmos. Sci. , vol.64 , pp. 1116-1140
    • Kuhl, D.1    Szunyogh, I.2    Kostelich, E.J.3    Patil, D.J.4    Gyarmati5
  • 24
    • 33846097721 scopus 로고    scopus 로고
    • The application of AIRS radiances in numerical weather prediction
    • and co-authors
    • Le Marshall, J., Jung, J., Zapotocny, T., Derber, J., Treadon, R., and co-authors. 2006. The application of AIRS radiances in numerical weather prediction. Aust. Meteorol. Mag. 55, 213-217.
    • (2006) Aust. Meteorol. Mag. , vol.55 , pp. 213-217
    • Le Marshall, J.1    Jung, J.2    Zapotocny, T.3    Derber, J.4    Treadon, R.5
  • 26
    • 49149089665 scopus 로고    scopus 로고
    • Comparison between local ensemble transform Kalman filter and PSAS in the NASA finite volume GCM perfect model experiments
    • and co-authors
    • Liu, J., Fertig, E. J., Li, H., Kalnay, E., Hunt, B. R., and co-authors. 2008. Comparison between local ensemble transform Kalman filter and PSAS in the NASA finite volume GCM perfect model experiments. Nonlinear Proc. Geophys. 15, 645-659.
    • (2008) Nonlinear Proc. Geophys. , vol.15 , pp. 645-659
    • Liu, J.1    Fertig, E.J.2    Li, H.3    Kalnay, E.4    Hunt, B.R.5
  • 27
    • 33847401331 scopus 로고    scopus 로고
    • Ensemble Kalman filter experiments with a primitive-equation global model
    • PhD Thesis, University of Maryland, College Park, MD, USA
    • Miyoshi, T. 2005. Ensemble Kalman filter experiments with a primitive-equation global model. PhD Thesis, University of Maryland, College Park, MD, USA.
    • (2005)
    • Miyoshi, T.1
  • 28
    • 0037273134 scopus 로고    scopus 로고
    • Atmospheric simulations using a GCM with simplified physics parameterizations, I: Model climatology and variability in multi-decadal experiments
    • Molteni, F. 2003. Atmospheric simulations using a GCM with simplified physics parameterizations, I: Model climatology and variability in multi-decadal experiments. Clim. Dyn. 20, 175-191.
    • (2003) Clim. Dyn. , vol.20 , pp. 175-191
    • Molteni, F.1
  • 29
    • 14944338900 scopus 로고    scopus 로고
    • Mechanisms for the development of locally low dimensional atmospheric dynamics
    • Oczkowski, M., Szunyogh, I. and Patil, D. J. 2005. Mechanisms for the development of locally low dimensional atmospheric dynamics. J. Atmos. Sci. 62, 1135-1156.
    • (2005) J. Atmos. Sci. , vol.62 , pp. 1135-1156
    • Oczkowski, M.1    Szunyogh, I.2    Patil, D.J.3
  • 30
    • 0003564548 scopus 로고
    • 2nd Edition. Prentice Hall, Englewood Cliffs, NJ
    • Ogata, K. 1990. Modern Control Engineering 2nd Edition. Prentice Hall, Englewood Cliffs, NJ, 960 pp.
    • (1990) Modern Control Engineering , pp. 960
    • Ogata, K.1
  • 31
    • 8844258829 scopus 로고    scopus 로고
    • A local ensemble Kalman filter for atmospheric data assimilation
    • and co-authors
    • Ott, E., Hunt, B. R., Szunyogh, I., Zimin, A., Kostelich, E. J., and co-authors. 2004. A local ensemble Kalman filter for atmospheric data assimilation. Tellus 56A, 415-428.
    • (2004) Tellus , vol.56 A , pp. 415-428
    • Ott, E.1    Hunt, B.R.2    Szunyogh, I.3    Zimin, A.4    Kostelich, E.J.5
  • 33
    • 0031707798 scopus 로고    scopus 로고
    • The use of TOVS clear radiances for numerical weather prediction using an updated forward model
    • Rizzi, R. and Matricardi, M. 1998. The use of TOVS clear radiances for numerical weather prediction using an updated forward model. Quart. J. R. Meteorol. Soc. 124, 1293-1312.
    • (1998) Quart. J. R. Meteorol. Soc. , vol.124 , pp. 1293-1312
    • Rizzi, R.1    Matricardi, M.2
  • 34
    • 0038274153 scopus 로고    scopus 로고
    • Retrieval of atmospheric and surface parameters from AIRS/AMSU/HSB under cloudy conditions
    • Susskind, J., Barnet, C. and Blaisdell, J. 2003. Retrieval of atmospheric and surface parameters from AIRS/AMSU/HSB under cloudy conditions. IEEE Trans. Geosci. Remote Sens. 41, 390-409.
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.41 , pp. 390-409
    • Susskind, J.1    Barnet, C.2    Blaisdell, J.3
  • 35
    • 27744434698 scopus 로고    scopus 로고
    • Assessing a local ensemble Kalman filter: Perfect model experiments with the National Centers for Environmental Prediction global model
    • and co-authors
    • Szunyogh, I., Kostelich, E. J., Gyarmati, G., Patil, D. J., Kalnay, E., and co-authors. 2005. Assessing a local ensemble Kalman filter: Perfect model experiments with the National Centers for Environmental Prediction global model. Tellus 57A, 528-545.
    • (2005) Tellus , vol.57 A , pp. 528-545
    • Szunyogh, I.1    Kostelich, E.J.2    Gyarmati, G.3    Patil, D.J.4    Kalnay, E.5
  • 37
    • 37549006774 scopus 로고    scopus 로고
    • A local ensemble transform Kalman filter data assimilation system for the NCEP global model
    • and co-authors
    • Szunyogh, I., Kostelich, E. J., Gyarmati, G., Kalnay, E., Hunt, B. R., and co-authors. 2008. A local ensemble transform Kalman filter data assimilation system for the NCEP global model. Tellus 60A, 113-130.
    • (2008) Tellus , vol.60 A , pp. 113-130
    • Szunyogh, I.1    Kostelich, E.J.2    Gyarmati, G.3    Kalnay, E.4    Hunt, B.R.5
  • 38
    • 27644467640 scopus 로고
    • 2 mixing ratio and a pragmatic correction term
    • 2 mixing ratio and a pragmatic correction term. J. Appl. Meteorol. 33, 1155-1162.
    • (1994) J. Appl. Meteorol. , vol.33 , pp. 1155-1162
    • Turner, D.S.1
  • 39
    • 33745018722 scopus 로고    scopus 로고
    • Identification and correction of radiative transfer modelling errors for atmospheric sounders: AIRS and AMSU-A
    • In: ECMWF, Reading, United Kingdom, 28 June-1 July
    • Watts, P. D. and McNally, A. P. 2004. Identification and correction of radiative transfer modelling errors for atmospheric sounders: AIRS and AMSU-A. In: Proceedings of the ECMWF Workshop on Assimilation of high spectral resolution sounders in NWP, ECMWF, Reading, United Kingdom, 28 June-1 July, 2004.
    • (2004) Proceedings of the ECMWF Workshop on Assimilation of High Spectral Resolution Sounders in NWP
    • Watts, P.D.1    McNally, A.P.2
  • 40
    • 0036646009 scopus 로고    scopus 로고
    • Ensemble data assimilation without perturbed observations
    • Whitaker, J. S. and Hamill, T. M. 2002. Ensemble data assimilation without perturbed observations. Mon. Wea. Rev. 130, 1913-1924.
    • (2002) Mon. Wea. Rev. , vol.130 , pp. 1913-1924
    • Whitaker, J.S.1    Hamill, T.M.2
  • 41
    • 44449095043 scopus 로고    scopus 로고
    • Ensemble data assimilation with the NCEP global forecast system
    • Whitaker, J. S., Hamill, T. M., Wei, X., Song, Y. and Toth, Z. 2008. Ensemble data assimilation with the NCEP global forecast system. Mon. Wea. Rev. 463-482.
    • (2008) Mon. Wea. Rev. , pp. 463-482
    • Whitaker, J.S.1    Hamill, T.M.2    Wei, X.3    Song, Y.4    Toth, Z.5
  • 42
    • 33644881232 scopus 로고    scopus 로고
    • Model error estimation employing an ensemble data assimilation approach
    • Zupanski, D. and Zupanski, M. 2006. Model error estimation employing an ensemble data assimilation approach. Mon. Wea. Rev. 134, 1337-1354.
    • (2006) Mon. Wea. Rev. , vol.134 , pp. 1337-1354
    • Zupanski, D.1    Zupanski, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.