메뉴 건너뛰기




Volumn 136, Issue 10, 2008, Pages 3947-3963

Performance characteristics of a pseudo-operational ensemble Kalman filter

Author keywords

[No Author keywords available]

Indexed keywords

AIRCRAFT COMMUNICATION; BOUNDARY VALUE PROBLEMS; CONTROL THEORY; ERROR STATISTICS; ERRORS; KALMAN FILTERS; MOISTURE; RADIOSONDES; WAVE FILTERS; WEATHER FORECASTING;

EID: 57149141566     PISSN: 00270644     EISSN: None     Source Type: Journal    
DOI: 10.1175/2008MWR2443.1     Document Type: Article
Times cited : (77)

References (41)
  • 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
    • 26244457168 scopus 로고    scopus 로고
    • Assimilation of surface pressure observations using an ensemble filter in an idealized global atmospheric prediction system
    • Anderson, J. L., B. Wyman, S. Q. Zhang, and T. Hoar, 2005: Assimilation of surface pressure observations using an ensemble filter in an idealized global atmospheric prediction system. J. Atmos. Sci., 62, 2925-2938.
    • (2005) J. Atmos. Sci , vol.62 , pp. 2925-2938
    • Anderson, J.L.1    Wyman, B.2    Zhang, S.Q.3    Hoar, T.4
  • 3
    • 31344446619 scopus 로고    scopus 로고
    • Southern high-latitude ensemble data assimilation in the Antarctic Mesoscale Prediction System
    • Barker, D. M., 2005: Southern high-latitude ensemble data assimilation in the Antarctic Mesoscale Prediction System. Mon. Wea. Rev., 133, 3431-3449.
    • (2005) Mon. Wea. Rev , vol.133 , pp. 3431-3449
    • Barker, D.M.1
  • 4
    • 3042798251 scopus 로고    scopus 로고
    • A three-dimensional variational data assimilation system for MM5: Implementation and initial results
    • Barker, D. M., W. Huang, Y. R. Guo, A. J. Bourgeois, and Q. N. Xiao, 2004: A three-dimensional variational data assimilation system for MM5: Implementation and initial results. Mon. Wea. Rev., 132, 897-914.
    • (2004) Mon. Wea. Rev , vol.132 , pp. 897-914
    • Barker, D.M.1    Huang, W.2    Guo, Y.R.3    Bourgeois, A.J.4    Xiao, Q.N.5
  • 5
    • 0042320419 scopus 로고    scopus 로고
    • The spatial structure of observation errors in atmospheric motion vectors from geostationary satellite data
    • Bormann, N., S. Saarinen, G. Kelly, and J.-N. Thepaut, 2003: The spatial structure of observation errors in atmospheric motion vectors from geostationary satellite data. Mon. Wea. Rev., 131, 706-718.
    • (2003) Mon. Wea. Rev , vol.131 , pp. 706-718
    • Bormann, N.1    Saarinen, S.2    Kelly, G.3    Thepaut, J.-N.4
  • 6
    • 24144470136 scopus 로고    scopus 로고
    • A comparison between the 4DVAR and the ensemble Kalman filter techniques for radar data assimilation
    • Caya, A., J. Sun, and C. Snyder, 2005: A comparison between the 4DVAR and the ensemble Kalman filter techniques for radar data assimilation. Mon. Wea. Rev., 133, 3081-3094.
    • (2005) Mon. Wea. Rev , vol.133 , pp. 3081-3094
    • Caya, A.1    Sun, J.2    Snyder, C.3
  • 7
    • 34248366116 scopus 로고    scopus 로고
    • A data assimilation case-study using a limited-area ensemble Kalman filter
    • Dirren, S., R. D. Torn, and G. J. Hakim, 2007: A data assimilation case-study using a limited-area ensemble Kalman filter. Mon. Wea. Rev., 135, 1455-1473.
    • (2007) Mon. Wea. Rev , vol.135 , pp. 1455-1473
    • Dirren, S.1    Torn, R.D.2    Hakim, G.J.3
  • 8
    • 4444315259 scopus 로고    scopus 로고
    • Wind and temperature retrievals in the 17 May 1981 Arcadia, Oklahoma, supercell: Ensemble Kalman filter experiments
    • Dowell, D. C., F. Zhang, L. J. Wicker, C. Snyder, and N. A. Crook, 2004: Wind and temperature retrievals in the 17 May 1981 Arcadia, Oklahoma, supercell: Ensemble Kalman filter experiments. Mon. Wea. Rev., 132, 1982-2005.
    • (2004) Mon. Wea. Rev , vol.132 , pp. 1982-2005
    • Dowell, D.C.1    Zhang, F.2    Wicker, L.J.3    Snyder, C.4    Crook, N.A.5
  • 9
    • 23144455758 scopus 로고    scopus 로고
    • Aspects of effective mesoscale, short-range ensemble forecasting
    • Eckel, F. A., and C. F. Mass, 2005: Aspects of effective mesoscale, short-range ensemble forecasting. Wea. Forecasting, 20, 328-350.
    • (2005) Wea. Forecasting , vol.20 , pp. 328-350
    • Eckel, F.A.1    Mass, C.F.2
  • 10
    • 1442314273 scopus 로고    scopus 로고
    • Implementation of Noah land surface model advances in the National Centers for Environmental Prediction operational mesoscale Eta model
    • doi:10.1029/2002JD003296
    • Ek, M. B., K. E. Mitchell, Y. Lin, E. Rogers, P. Grunmann, V. Koren, G. Gayno, and J. D. Tarpley, 2003: Implementation of Noah land surface model advances in the National Centers for Environmental Prediction operational mesoscale Eta model. J. Geophys. Res., 108, 8851, doi:10.1029/2002JD003296.
    • (2003) J. Geophys. Res , vol.108 , pp. 8851
    • Ek, M.B.1    Mitchell, K.E.2    Lin, Y.3    Rogers, E.4    Grunmann, P.5    Koren, V.6    Gayno, G.7    Tarpley, J.D.8
  • 11
    • 0023512287 scopus 로고
    • Predictability experiments using a high resolution limited-area model
    • Errico, R. M., and D. P. Baumhefner, 1987: Predictability experiments using a high resolution limited-area model. Mon. Wea. Rev., 115, 488-504.
    • (1987) Mon. Wea. Rev , vol.115 , pp. 488-504
    • Errico, R.M.1    Baumhefner, D.P.2
  • 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
    • 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. Quart. J. Roy. Meteor. Soc., 125, 723-757.
    • (1999) Quart. J. Roy. Meteor. Soc , vol.125 , pp. 723-757
    • Gaspari, G.1    Cohn, S.E.2
  • 14
    • 0346752399 scopus 로고    scopus 로고
    • Developing wave packets in the North Pacific storm track
    • Hakim, G. J., 2003: Developing wave packets in the North Pacific storm track. Mon. Wea. Rev., 131, 2824-2837.
    • (2003) Mon. Wea. Rev , vol.131 , pp. 2824-2837
    • Hakim, G.J.1
  • 15
    • 0035270069 scopus 로고    scopus 로고
    • Interpretation of rank histograms for verifying ensemble forecasts
    • Hamill, T. M., 2001: Interpretation of rank histograms for verifying ensemble forecasts. Mon. Wea. Rev., 129, 550-560.
    • (2001) Mon. Wea. Rev , vol.129 , pp. 550-560
    • Hamill, T.M.1
  • 16
    • 84927058641 scopus 로고    scopus 로고
    • Ensemble-based atmospheric data assimilation: A tutorial
    • T. Palmer and R. Hagedorn, Eds, Cambridge Press
    • Hamill, T. M., 2005: Ensemble-based atmospheric data assimilation: A tutorial. Predictability of Weather and Climate, T. Palmer and R. Hagedorn, Eds., Cambridge Press, 124-156.
    • (2005) Predictability of Weather and Climate , pp. 124-156
    • Hamill, T.M.1
  • 17
    • 0035506430 scopus 로고    scopus 로고
    • Distance-dependent filtering of background error covariance estimates in an ensemble Kalman filter
    • Hamill, T. M., J. S. Whitaker, and C. Snyder, 2001: Distance-dependent filtering of background error covariance estimates in an ensemble Kalman filter. Mon. Wea. Rev., 129, 2776-2790.
    • (2001) Mon. Wea. Rev , vol.129 , pp. 2776-2790
    • Hamill, T.M.1    Whitaker, J.S.2    Snyder, C.3
  • 18
    • 1842587750 scopus 로고    scopus 로고
    • A revised approach to ice microphysical processes for the bulk parameterization of clouds and precipitation
    • Hong, S. Y., J. Dudhia, and S. H. Chen, 2004: A revised approach to ice microphysical processes for the bulk parameterization of clouds and precipitation. Mon. Wea. Rev., 132, 103-120.
    • (2004) Mon. Wea. Rev , vol.132 , pp. 103-120
    • Hong, S.Y.1    Dudhia, J.2    Chen, S.H.3
  • 20
    • 57249086918 scopus 로고    scopus 로고
    • Janjic, Z. I., 2001: Nonsingular implementation of the Mellor-Yamada level 2.5 scheme in the NCEP Meso model. Tech. Rep. NCEP Office Note 437, National Centers for Environmental Prediction, Camp Springs, MD, 61 pp.
    • Janjic, Z. I., 2001: Nonsingular implementation of the Mellor-Yamada level 2.5 scheme in the NCEP Meso model. Tech. Rep. NCEP Office Note 437, National Centers for Environmental Prediction, Camp Springs, MD, 61 pp.
  • 21
    • 0025592294 scopus 로고
    • A one-dimensional entraining detraining plume model and its application in convective parameterization
    • Kain, J. S., and J. M. Fritsch, 1990: A one-dimensional entraining detraining plume model and its application in convective parameterization. J. Atmos. Sci., 47, 2784-2802.
    • (1990) J. Atmos. Sci , vol.47 , pp. 2784-2802
    • Kain, J.S.1    Fritsch, J.M.2
  • 22
    • 33947243928 scopus 로고    scopus 로고
    • A Pacific moisture conveyor belt and its relationship to a significant precipitation event in the semiarid southwestern United States
    • Knippertz, P., and J. E. Martin, 2007: A Pacific moisture conveyor belt and its relationship to a significant precipitation event in the semiarid southwestern United States. Wea. Forecasting, 22, 125-144.
    • (2007) Wea. Forecasting , vol.22 , pp. 125-144
    • Knippertz, P.1    Martin, J.E.2
  • 23
    • 0020347854 scopus 로고
    • Atmospheric predictability experiments with a large numerical model
    • Lorenz, E. N., 1982: Atmospheric predictability experiments with a large numerical model. Tellus, 34, 505-513.
    • (1982) Tellus , vol.34 , pp. 505-513
    • Lorenz, E.N.1
  • 24
    • 1842790099 scopus 로고    scopus 로고
    • Major numerical forecast failures over the northeast Pacific
    • McMurdie, L., and C. Mass, 2004: Major numerical forecast failures over the northeast Pacific. Wea. Forecasting, 19, 338-356.
    • (2004) Wea. Forecasting , vol.19 , pp. 338-356
    • McMurdie, L.1    Mass, C.2
  • 25
    • 34248364831 scopus 로고    scopus 로고
    • Test of an ensemble Kalman filter for mesoscale and regional-scale data assimilation. Part II: Imperfect model experiments
    • Meng, Z., and F. Zhang, 2007: Test of an ensemble Kalman filter for mesoscale and regional-scale data assimilation. Part II: Imperfect model experiments. Mon. Wea. Rev., 135, 1403-1423.
    • (2007) Mon. Wea. Rev , vol.135 , pp. 1403-1423
    • Meng, Z.1    Zhang, F.2
  • 26
    • 7744239866 scopus 로고    scopus 로고
    • Application of lateral boundary condition perturbations to help restore dispersion in limited-area ensemble forecasts
    • Nutter, P., M. Xue, and D. Stensrud, 2004: Application of lateral boundary condition perturbations to help restore dispersion in limited-area ensemble forecasts. Mon. Wea. Rev., 132, 2378-2390.
    • (2004) Mon. Wea. Rev , vol.132 , pp. 2378-2390
    • Nutter, P.1    Xue, M.2    Stensrud, D.3
  • 27
    • 3943102656 scopus 로고    scopus 로고
    • Satellite and CALJET aircraft observations of atmospheric rivers over the eastern North Pacific Ocean during the winter of 1997/98
    • Ralph, F. M., P. J. Nieman, and G. A. Wick, 2004: Satellite and CALJET aircraft observations of atmospheric rivers over the eastern North Pacific Ocean during the winter of 1997/98. Mon. Wea. Rev., 132, 1721-1745.
    • (2004) Mon. Wea. Rev , vol.132 , pp. 1721-1745
    • Ralph, F.M.1    Nieman, P.J.2    Wick, G.A.3
  • 28
    • 57249086916 scopus 로고    scopus 로고
    • Skamarock, W. C, J. B. Klemp, J. Dudhia, D. O. Gill, D. M. Barker, W. Wang, and J. G. Powers, 2005: A description of the Advanced Research WRF version 2. Tech. Rep. 468+STR, National Center for Atmospheric Research, Boulder, CO, 88 pp
    • Skamarock, W. C., J. B. Klemp, J. Dudhia, D. O. Gill, D. M. Barker, W. Wang, and J. G. Powers, 2005: A description of the Advanced Research WRF version 2. Tech. Rep. 468+STR, National Center for Atmospheric Research, Boulder, CO, 88 pp.
  • 29
    • 0033792589 scopus 로고    scopus 로고
    • A hybrid ensemble Kalman filter-3D variational analysis scheme
    • Snyder, C., and T. M. Hamill, 2000: A hybrid ensemble Kalman filter-3D variational analysis scheme. Mon. Wea. Rev., 128, 2905-2919.
    • (2000) Mon. Wea. Rev , vol.128 , pp. 2905-2919
    • Snyder, C.1    Hamill, T.M.2
  • 30
    • 0141571533 scopus 로고    scopus 로고
    • Assimilation of simulated Doppler radar observations with an ensemble Kalman filter
    • Snyder, C., and F. Zhang, 2003: Assimilation of simulated Doppler radar observations with an ensemble Kalman filter. Mon. Wea. Rev., 131, 1663-1677.
    • (2003) Mon. Wea. Rev , vol.131 , pp. 1663-1677
    • Snyder, C.1    Zhang, F.2
  • 31
    • 33845410681 scopus 로고    scopus 로고
    • Will perturbing soil moisture improve warm-season ensemble forecasts? A proof of concept
    • Sutton, C., T. M. Hamill, and T. T. Warner, 2006: Will perturbing soil moisture improve warm-season ensemble forecasts? A proof of concept. Mon. Wea. Rev., 134, 3174-3189.
    • (2006) Mon. Wea. Rev , vol.134 , pp. 3174-3189
    • Sutton, C.1    Hamill, T.M.2    Warner, T.T.3
  • 33
    • 24144494208 scopus 로고    scopus 로고
    • Ensemble Kalman filter assimilation of Doppler radar data with a compressible nonhydrostatic model: OSS experiments
    • Tong, M. J., and M. Xue, 2005: Ensemble Kalman filter assimilation of Doppler radar data with a compressible nonhydrostatic model: OSS experiments. Mon. Wea. Rev., 133, 1789-1807.
    • (2005) Mon. Wea. Rev , vol.133 , pp. 1789-1807
    • Tong, M.J.1    Xue, M.2
  • 34
    • 44449152506 scopus 로고    scopus 로고
    • Ensemble-based sensitivity analysis
    • Torn, R. D., and G. J. Hakim, 2008: Ensemble-based sensitivity analysis. Mon. Wea. Rev., 136, 663-677.
    • (2008) Mon. Wea. Rev , vol.136 , pp. 663-677
    • Torn, R.D.1    Hakim, G.J.2
  • 35
    • 33748999011 scopus 로고    scopus 로고
    • Boundary conditions for limited-area ensemble Kalman filters
    • Torn, R. D., G. J. Hakim, and C. Snyder, 2006: Boundary conditions for limited-area ensemble Kalman filters. Mon. Wea. Rev., 134, 2490-2502.
    • (2006) Mon. Wea. Rev , vol.134 , pp. 2490-2502
    • Torn, R.D.1    Hakim, G.J.2    Snyder, C.3
  • 36
    • 20144383977 scopus 로고    scopus 로고
    • Recent innovations in deriving tropospheric winds from meteorological satellites
    • Velden, C., and Coauthors, 2005: Recent innovations in deriving tropospheric winds from meteorological satellites. Bull. Amer. Meteor. Soc., 86, 205-223.
    • (2005) Bull. Amer. Meteor. Soc , vol.86 , pp. 205-223
    • Velden, C.1
  • 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. Wea. Rev., 130, 1913-1924.
    • (2002) Mon. Wea. Rev , vol.130 , pp. 1913-1924
    • Whitaker, J.S.1    Hamill, T.M.2
  • 38
    • 2442668784 scopus 로고    scopus 로고
    • Reanalysis without radiosondes using ensemble data assimilation
    • Whitaker, J. S., G. P. Compo, X. Wei, and T. M. Hamill, 2004: Reanalysis without radiosondes using ensemble data assimilation. Mon. Wea. Rev., 132, 1190-1200.
    • (2004) Mon. Wea. Rev , vol.132 , pp. 1190-1200
    • Whitaker, J.S.1    Compo, G.P.2    Wei, X.3    Hamill, T.M.4
  • 39
    • 44449095043 scopus 로고    scopus 로고
    • Ensemble data assimilation with the NCEP Global Forecast System
    • Whitaker, J. S., T. M. Hamill, X. Wei, Y. Song, and Z. Toth, 2008: Ensemble data assimilation with the NCEP Global Forecast System. Mon. Wea. Rev., 136, 463-482.
    • (2008) Mon. Wea. Rev , vol.136 , pp. 463-482
    • Whitaker, J.S.1    Hamill, T.M.2    Wei, X.3    Song, Y.4    Toth, Z.5
  • 40
    • 2442717392 scopus 로고    scopus 로고
    • Impacts of initial estimate and observation availability on convective-scale data assimilation with an ensemble Kalman filter
    • Zhang, F., C. Snyder, and J. Sun, 2004: Impacts of initial estimate and observation availability on convective-scale data assimilation with an ensemble Kalman filter. Mon. Wea. Rev., 132, 1238-1253.
    • (2004) Mon. Wea. Rev , vol.132 , pp. 1238-1253
    • Zhang, F.1    Snyder, C.2    Sun, J.3
  • 41
    • 33645287288 scopus 로고    scopus 로고
    • Test of an ensemble Kalman filter for mesoscale and regional-scale data assimilation. Part I: Perfect model experiments
    • Zhang, F., Z. Meng, and A. Aksoy, 2006: Test of an ensemble Kalman filter for mesoscale and regional-scale data assimilation. Part I: Perfect model experiments. Mon. Wea. Rev., 134, 722-736.
    • (2006) Mon. Wea. Rev , vol.134 , pp. 722-736
    • Zhang, F.1    Meng, Z.2    Aksoy, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.