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Volumn 136, Issue 12, 2008, Pages 5116-5131

A hybrid ETKF-3DVAR data assimilation scheme for the WRF model. Part I: Observation system simulation experiment

Author keywords

[No Author keywords available]

Indexed keywords

ACCURATE ANALYSIS; COARSE GRIDS; COMPUTATIONAL RESOURCES; COMPUTATIONALLY EFFICIENT; CONTROL VARIABLES; COVARIANCE MODELS; DATA ASSIMILATION METHODS; DATA ASSIMILATIONS; DENSE REGIONS; ENSEMBLE PERTURBATIONS; FORECAST ERRORS; HORIZONTAL DISTRIBUTIONS; HYBRID ANALYSIS; OBSERVATION SYSTEMS; OBSERVING SYSTEM SIMULATION EXPERIMENTS; OPERATIONAL APPLICATIONS; PERFECT MODELS; PILOT STUDIES; RADIOSONDE WINDS; ROOT MEAN SQUARES; SECOND ORDERS; TEMPERATURE OBSERVATIONS; VARIATIONAL DATA ASSIMILATIONS; WEATHER RESEARCH AND FORECASTING MODELS; WRF MODELS;

EID: 62749149846     PISSN: 00270644     EISSN: None     Source Type: Journal    
DOI: 10.1175/2008MWR2444.1     Document Type: Article
Times cited : (272)

References (46)
  • 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
    • 64149121536 scopus 로고    scopus 로고
    • Barker, D. M., 1999: Var scientific development paper 25: The use of synoptic-dependent error structure in 3DVAR. Met Office Tech. Rep., 2 pp. [Available from Met Office, FitzRoy Rd., Exeter, Devon EX1 3PB, United Kingdom.]
    • Barker, D. M., 1999: Var scientific development paper 25: The use of synoptic-dependent error structure in 3DVAR. Met Office Tech. Rep., 2 pp. [Available from Met Office, FitzRoy Rd., Exeter, Devon EX1 3PB, United Kingdom.]
  • 3
    • 64149116226 scopus 로고    scopus 로고
    • Barker, D. M., W. Huang, Y.-R. Guo, and A. Bourgeois, 2003: A three-dimensional variational (3DVAR) data assimilation system for use with MM5. NCAR Tech. Note NCAR/TN-453+STR, 68 pp. [Available from UCAR Communications, P.O. Box 3000, Boulder, CO 80307.]
    • Barker, D. M., W. Huang, Y.-R. Guo, and A. Bourgeois, 2003: A three-dimensional variational (3DVAR) data assimilation system for use with MM5. NCAR Tech. Note NCAR/TN-453+STR, 68 pp. [Available from UCAR Communications, P.O. Box 3000, Boulder, CO 80307.]
  • 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. 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.4    Xiao, Q.N.5
  • 5
    • 24944560859 scopus 로고    scopus 로고
    • Ensemble-derived stationary and flow-dependent background-error covariances: Eevaluation in a quasi-operational NWP setting
    • Buehner, M., 2005: Ensemble-derived stationary and flow-dependent background-error covariances: Eevaluation in a quasi-operational NWP setting. Quart. J. Roy. Meteor. Soc., 131, 1013-1043.
    • (2005) Quart. J. Roy. Meteor. Soc , vol.131 , pp. 1013-1043
    • Buehner, M.1
  • 6
    • 64149110630 scopus 로고    scopus 로고
    • An ensemble Kalman filter for WRF and a comparison with the WRF three-dimensional variational assimilation scheme
    • Montreal, Canada, THORPEX, Available online at
    • Caya, A., D. M. Barker, and C. Snyder, 2004: An ensemble Kalman filter for WRF and a comparison with the WRF three-dimensional variational assimilation scheme. Proc. First Int. Science Symp., Montreal, Canada, THORPEX. [Available online at http://www.mmm.ucar.edu/people/ snyder/papers/CayaBarkerSnyder2004.pdf.]
    • (2004) Proc. First Int. Science Symp
    • Caya, A.1    Barker, D.M.2    Snyder, C.3
  • 7
    • 0032999493 scopus 로고    scopus 로고
    • Assessing the effects of data selection with the DAO physical space statistical analysis system
    • Cohn, S. E., D. M. da Silva, J. Guo, M. Sienkiewiez, and D. Lamich, 1998: Assessing the effects of data selection with the DAO physical space statistical analysis system. Mon. Wea. Rev., 126, 2913-2926.
    • (1998) Mon. Wea. Rev , vol.126 , pp. 2913-2926
    • Cohn, S.E.1    da Silva, D.M.2    Guo, J.3    Sienkiewiez, M.4    Lamich, D.5
  • 8
    • 0032445010 scopus 로고    scopus 로고
    • The ECMWF implementation of three-dimensional variational assimilation (3D-Var). I: Formulation
    • Courtier, P., and Coauthors, 1998: The ECMWF implementation of three-dimensional variational assimilation (3D-Var). I: Formulation. Quart. J. Roy. Meteor. Soc., 124, 1783-1807.
    • (1998) Quart. J. Roy. Meteor. Soc , vol.124 , pp. 1783-1807
    • Courtier, P.1
  • 9
    • 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
  • 10
    • 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
  • 11
    • 2442692579 scopus 로고    scopus 로고
    • Resilience of hybrid ensemble/ 3DVAR analysis schemes to model error and ensemble covariance error
    • Etherton, B. J., and C. H. Bishop, 2004: Resilience of hybrid ensemble/ 3DVAR analysis schemes to model error and ensemble covariance error. Mon. Wea. Rev., 132, 1065-1080.
    • (2004) Mon. Wea. Rev , vol.132 , pp. 1065-1080
    • Etherton, B.J.1    Bishop, C.H.2
  • 12
    • 0028193070 scopus 로고
    • Sequential data assimilation with a nonlinear quasigeostrophic model using Monte Carlo methods to forecast error statistics
    • Evensen, G., 1994: Sequential data assimilation with a nonlinear quasigeostrophic model using Monte Carlo methods to forecast error statistics. J. Geophys. Res., 99 (C5), 10 143-10 162.
    • (1994) J. Geophys. Res , vol.99 , Issue.C5
    • Evensen, G.1
  • 13
    • 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
  • 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. 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
  • 15
    • 0033246398 scopus 로고    scopus 로고
    • Implementation of a 3D variational data assimilation system at the Canadian Meteorological Center. Part I: The global analysis
    • Gauthier, P. C., L. Cherette, L. Fillion, P. Koclas, and S. Laroche, 1998: Implementation of a 3D variational data assimilation system at the Canadian Meteorological Center. Part I: The global analysis. Atmos.-Ocean, 37, 103-156.
    • (1998) Atmos.-Ocean , vol.37 , pp. 103-156
    • Gauthier, P.C.1    Cherette, L.2    Fillion, L.3    Koclas, P.4    Laroche, S.5
  • 16
    • 84927058641 scopus 로고    scopus 로고
    • Ensemble based atmospheric data assimilation
    • R. Hagedorn and T. N. Palmer, Eds, Cambridge Press
    • Hamill, T. M., 2006: Ensemble based atmospheric data assimilation. Predictability of Weather and Climate, R. Hagedorn and T. N. Palmer, Eds., Cambridge Press, 124-156.
    • (2006) Predictability of Weather and Climate , pp. 124-156
    • Hamill, T.M.1
  • 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. Wea. Rev., 128, 2905-2919.
    • (2000) Mon. Wea. Rev , vol.128 , pp. 2905-2919
    • Hamill, T.M.1    Snyder, C.2
  • 18
    • 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
  • 19
    • 0028846284 scopus 로고
    • Recursive filter objective analysis of meteorological fields: Applications to NESDIS operational processing
    • Hayden, C. M., and R. J. Purser, 1995: Recursive filter objective analysis of meteorological fields: Applications to NESDIS operational processing. J. Appl. Meteor., 34, 3-15.
    • (1995) J. Appl. Meteor , vol.34 , pp. 3-15
    • Hayden, C.M.1    Purser, R.J.2
  • 20
    • 0032024819 scopus 로고    scopus 로고
    • Data assimilation using an ensemble Kalman filter technique
    • Houtekamer, P. L., and H. L. Mitchell, 1998: Data assimilation using an ensemble Kalman filter technique. Mon. Wea. Rev., 126, 796-811.
    • (1998) Mon. Wea. Rev , vol.126 , pp. 796-811
    • Houtekamer, P.L.1    Mitchell, H.L.2
  • 21
    • 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. Wea. Rev., 129, 123-137.
    • (2001) Mon. Wea. Rev , vol.129 , pp. 123-137
    • Houtekamer, P.L.1    Mitchell, H.L.2
  • 22
    • 13244288261 scopus 로고    scopus 로고
    • Atmospheric data assimilation with an ensemble Kalman filter: Results with real observations
    • Houtekamer, P. L., H. L. Mitchell, G. Pellerin, M. Buehner, and M. Charron, 2005: Atmospheric data assimilation with an 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    Charron, M.5
  • 23
    • 0036965503 scopus 로고    scopus 로고
    • Initial testing of a massively parallel ensemble Kalman filter with the Poseidon Isopycnal Ocean General Circulation Model
    • Keppenne, C. L., and M. M. Rienecker, 2002: Initial testing of a massively parallel ensemble Kalman filter with the Poseidon Isopycnal Ocean General Circulation Model. Mon. Wea. Rev., 130, 2951-2965.
    • (2002) Mon. Wea. Rev , vol.130 , pp. 2951-2965
    • Keppenne, C.L.1    Rienecker, M.M.2
  • 24
    • 39749203573 scopus 로고    scopus 로고
    • Evaluation of a nonlocal quasi-phase observation operator in assimilation of CHAMP radio occultation refractivity with WRF
    • Liu, H., J. Anderson, Y.-H. Kuo, C. Snyder, and A. Caya, 2008: Evaluation of a nonlocal quasi-phase observation operator in assimilation of CHAMP radio occultation refractivity with WRF. Mon. Wea. Rev., 136, 242-256.
    • (2008) Mon. Wea. Rev , vol.136 , pp. 242-256
    • Liu, H.1    Anderson, J.2    Kuo, Y.-H.3    Snyder, C.4    Caya, A.5
  • 25
    • 0347709927 scopus 로고    scopus 로고
    • The potential of the ensemble Kalman filter for NWP - A comparison with 4D-VAR
    • Lorenc, A. C., 2003: The potential of the ensemble Kalman filter for NWP - A comparison with 4D-VAR. Quart. J. Roy. Meteor. Soc., 129, 3183-3203.
    • (2003) Quart. J. Roy. Meteor. Soc , vol.129 , pp. 3183-3203
    • Lorenc, A.C.1
  • 26
    • 17744394502 scopus 로고    scopus 로고
    • The Met. Office global three-dimensional variational data assimilation scheme
    • Lorenc, A. C., and Coauthors, 2000: The Met. Office global three-dimensional variational data assimilation scheme. Quart. J. Roy. Meteor. Soc., 126, 2991-3012.
    • (2000) Quart. J. Roy. Meteor. Soc , vol.126 , pp. 2991-3012
    • Lorenc, A.C.1
  • 27
    • 0035490534 scopus 로고    scopus 로고
    • Can an ensemble transform Kalman filter predict the reduction in forecast-error variance produced by targeted observations?
    • Majumdar, S. J., C. H. Bishop, B. J. Etherton, I. Szunyogh, and Z. Toth, 2001: Can an ensemble transform Kalman filter predict the reduction in forecast-error variance produced by targeted observations? Quart. J. Roy. Meteor. Soc., 127, 2803-2820.
    • (2001) Quart. J. Roy. Meteor. Soc , vol.127 , pp. 2803-2820
    • Majumdar, S.J.1    Bishop, C.H.2    Etherton, B.J.3    Szunyogh, I.4    Toth, Z.5
  • 28
    • 44449094042 scopus 로고    scopus 로고
    • Test of an ensemble Kalman filter for mesoscale and regional-scale data assimilation. Part III: Comparison with 3DVAR in a real-data case study
    • Meng, Z., and F. Zhang, 2008: Test of an ensemble Kalman filter for mesoscale and regional-scale data assimilation. Part III: Comparison with 3DVAR in a real-data case study. Mon. Wea. Rev., 136, 522-540.
    • (2008) Mon. Wea. Rev , vol.136 , pp. 522-540
    • Meng, Z.1    Zhang, F.2
  • 29
    • 0027040023 scopus 로고
    • The National Meteorological Center's spectral statistical interpolation analysis system
    • Parrish, D. F., and J. C. Derber, 1992: The National Meteorological Center's spectral statistical interpolation analysis system. Mon. Wea. Rev., 120, 1747-1763.
    • (1992) Mon. Wea. Rev , vol.120 , pp. 1747-1763
    • Parrish, D.F.1    Derber, J.C.2
  • 30
    • 0036960475 scopus 로고    scopus 로고
    • Extended vs. ensemble Kalman filtering for land data assimilation
    • Reichle, R. H., J. P. Walker, R. D. Koster, and P. R. Houser, 2002: Extended vs. ensemble Kalman filtering for land data assimilation. J. Hydrometeor., 3, 728-740.
    • (2002) J. Hydrometeor , vol.3 , pp. 728-740
    • Reichle, R.H.1    Walker, J.P.2    Koster, R.D.3    Houser, P.R.4
  • 31
    • 64149090250 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. NCAR Tech. Note 468+STR, National Center for Atmospheric Research, Boulder, CO, 88 pp, Available from UCAR Communications, P. O. Box 3000, Boulder, CO, 80307
    • 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. NCAR Tech. Note 468+STR, National Center for Atmospheric Research, Boulder, CO, 88 pp. [Available from UCAR Communications, P. O. Box 3000, Boulder, CO, 80307.]
  • 32
    • 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
  • 33
    • 27744434698 scopus 로고    scopus 로고
    • Assessing a local ensemble Kalman filter: Perfect model experiments with the NCEP global model
    • Szunyogh, I., E. J. Kostelich, G. Gyarmati, D. J. Patil, B. R. Hunt, E. Kalnay, E. Ott, and J. A. York, 2005: Assessing a local ensemble Kalman filter: Perfect model experiments with the NCEP 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    Hunt, B.R.5    Kalnay, E.6    Ott, E.7    York, J.A.8
  • 35
    • 24144494208 scopus 로고    scopus 로고
    • Ensemble Kalman filter assimilation of Doppler radar data with a compressible nonhydrostatic model: OSS experiments
    • Tong, M., 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.1    Xue, M.2
  • 36
    • 57149141566 scopus 로고    scopus 로고
    • Performance characteristics of a pseudo-operational ensemble Kalman filter
    • Torn, R. D., and G. J. Hakim, 2008: Performance characteristics of a pseudo-operational ensemble Kalman filter. Mon. Wea. Rev., 136, 3947-3963.
    • (2008) Mon. Wea. Rev , vol.136 , pp. 3947-3963
    • Torn, R.D.1    Hakim, G.J.2
  • 37
    • 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
  • 38
    • 0037980372 scopus 로고    scopus 로고
    • A comparison of breeding and ensemble transform Kalman filter ensemble forecast schemes
    • Wang, X., and C. H. Bishop, 2003: A comparison of breeding and ensemble transform Kalman filter ensemble forecast schemes. J. Atmos. Sci., 60, 1140-1158.
    • (2003) J. Atmos. Sci , vol.60 , pp. 1140-1158
    • Wang, X.1    Bishop, C.H.2
  • 39
    • 3943069649 scopus 로고    scopus 로고
    • Which is better, an ensemble of positive-negative pairs or a centered spherical simplex ensemble?
    • Wang, X., C. H. Bishop, and S. J. Julier, 2004: Which is better, an ensemble of positive-negative pairs or a centered spherical simplex ensemble? Mon. Wea. Rev., 132, 1590-1605.
    • (2004) Mon. Wea. Rev , vol.132 , pp. 1590-1605
    • Wang, X.1    Bishop, C.H.2    Julier, S.J.3
  • 40
    • 34047222707 scopus 로고    scopus 로고
    • A comparison of hybrid ensemble transform Kalman filter-OI and ensemble square-root filter analysis schemes
    • Wang, X., T. M. Hamill, J. S. Whitaker, and C. H. Bishop, 2007a: A comparison of hybrid ensemble transform Kalman filter-OI and ensemble square-root filter analysis schemes. Mon. Wea. Rev., 135, 1055-1076.
    • (2007) Mon. Wea. Rev , vol.135 , pp. 1055-1076
    • Wang, X.1    Hamill, T.M.2    Whitaker, J.S.3    Bishop, C.H.4
  • 41
    • 33846680583 scopus 로고    scopus 로고
    • On the theoretical equivalence of differently proposed ensemble/3D-Var hybrid analysis schemes
    • Wang, X., C. Snyder, and T. M. Hamill, 2007b: On the theoretical equivalence of differently proposed ensemble/3D-Var hybrid analysis schemes. Mon. Wea. Rev., 135, 222-227.
    • (2007) Mon. Wea. Rev , vol.135 , pp. 222-227
    • Wang, X.1    Snyder, C.2    Hamill, T.M.3
  • 42
    • 64149125046 scopus 로고    scopus 로고
    • A hybrid ETKF-3DVAR data assimilation scheme for the WRF Model. Part II: Real observation experiments
    • Wang, X., D. M. Barker, C. Snyder, and T. M. Hamill, 2008: A hybrid ETKF-3DVAR data assimilation scheme for the WRF Model. Part II: Real observation experiments. Mon. Wea. Rev., 136, 5132-5147.
    • (2008) Mon. Wea. Rev , vol.136 , pp. 5132-5147
    • Wang, X.1    Barker, D.M.2    Snyder, C.3    Hamill, T.M.4
  • 43
    • 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
  • 44
    • 2442668784 scopus 로고    scopus 로고
    • Reanalysis without radiosondes using ensemble data assimilation
    • Whitaker, J. S., G. P. Compo, 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    Hamill, T.M.3
  • 45
    • 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
  • 46
    • 0036968196 scopus 로고    scopus 로고
    • Three-dimensional variational analysis with spatially inhomogeneous covariances
    • Wu, W., R. J. Purser, and D. F. Parrish, 2002: Three-dimensional variational analysis with spatially inhomogeneous covariances. Mon. Wea. Rev., 130, 2905-2916.
    • (2002) Mon. Wea. Rev , vol.130 , pp. 2905-2916
    • Wu, W.1    Purser, R.J.2    Parrish, D.F.3


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