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Volumn 139, Issue 9, 2011, Pages 2994-3015

Heterogeneous convective-scale background error covariances with the inclusion of hydrometeor variables

Author keywords

Data assimilation; Ensembles; Hydrometeorology; Numerical weather prediction forecasting; Precipitation

Indexed keywords

AUTOCOVARIANCES; BACKGROUND ERRORS; BACKGROUND-ERROR COVARIANCES; CONTROL VARIABLE; CONVECTIVE STORMS; COVARIANCE MATRICES; DATA ASSIMILATION; ENSEMBLES; HYDROMETEOROLOGY; NUMERICAL WEATHER PREDICTION; PRECIPITATION PROCESS; RADAR REFLECTIVITIES; SPECIFIC HUMIDITY; STATISTICAL STRUCTURES; STRONG COUPLING; VARIATIONAL DATA ASSIMILATION; VERTICAL CORRELATION; VERTICAL EXTENSION;

EID: 80053213295     PISSN: 00270644     EISSN: None     Source Type: Journal    
DOI: 10.1175/2011MWR3632.1     Document Type: Article
Times cited : (55)

References (67)
  • 1
    • 68249141511 scopus 로고    scopus 로고
    • A multicase comparative assessment of the ensemble Kalman filter for assimilation of radar observations. Part I: Storm-scale analyses
    • Aksoy, A., D. C. Dowell, and C. Snyder, 2009: A multicase comparative assessment of the ensemble Kalman filter for assimilation of radar observations. Part I: Storm-scale analyses. Mon. Wea. Rev., 137, 1805-1824.
    • (2009) Mon. Wea. Rev. , vol.137 , pp. 1805-1824
    • Aksoy, A.1    Dowell, D.C.2    Snyder, C.3
  • 2
    • 77955524010 scopus 로고    scopus 로고
    • A multicase comparative assessment of the ensemble Kalman filter for assimilation of radar observations. Part II: Short-range ensemble forecasts
    • Aksoy, A., D. C. Dowell, and C. Snyder, 2010: A multicase comparative assessment of the ensemble Kalman filter for assimilation of radar observations. Part II: Short-range ensemble forecasts. Mon. Wea. Rev., 138, 1273-1292.
    • (2010) Mon. Wea. Rev. , vol.138 , pp. 1273-1292
    • Aksoy, A.1    Dowell, D.C.2    Snyder, C.3
  • 3
    • 33646227454 scopus 로고    scopus 로고
    • Comparison of model-produced and observed microwave radiances and estimation of background error covariances for hydrometeor variables within hurricanes
    • Amerault, C., and X. Zou, 2006: Comparison of model-produced and observed microwave radiances and estimation of background error covariances for hydrometeor variables within hurricanes. Mon. Wea. Rev., 134, 745-758.
    • (2006) Mon. Wea. Rev. , vol.134 , pp. 745-758
    • Amerault, C.1    Zou, X.2
  • 5
    • 20244378820 scopus 로고    scopus 로고
    • Assimilation and modeling of the atmospheric hydrological cycle in the ECMWF forecasting system
    • Andersson, E., and Coauthors, 2005: Assimilation and modeling of the atmospheric hydrological cycle in the ECMWF forecasting system. Bull. Amer. Meteor. Soc., 86, 387-402.
    • (2005) Bull. Amer. Meteor. Soc. , vol.86 , pp. 387-402
    • Andersson, E.1
  • 7
    • 58049193556 scopus 로고    scopus 로고
    • A review of forecast error covariance statistics in atmospheric variational data assimilation. II: Modelling the forecast error covariance statistics
    • Bannister, R. N., 2008: A review of forecast error covariance statistics in atmospheric variational data assimilation. II: Modelling the forecast error covariance statistics. Quart. J. Roy. Meteor. Soc., 134, 1971-1996.
    • (2008) Quart. J. Roy. Meteor. Soc. , vol.134 , pp. 1971-1996
    • Bannister, R.N.1
  • 8
    • 31344446619 scopus 로고    scopus 로고
    • Southern high-latitude ensemble data assimilation in the Antarctic Mesoscale Prediction System
    • Barker, D., 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.1
  • 9
    • 3042798251 scopus 로고    scopus 로고
    • A three-dimensional variational data assimilation system for MM5: Implementation and initial results
    • Barker, D., W. Huang, Y.-R. Guo, A. Bourgeois, and Q. 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.1    Huang, W.2    Guo, Y.-R.3    Bourgeois, A.4    Xiao, Q.5
  • 10
    • 0034111944 scopus 로고    scopus 로고
    • Estimation of synoptic and mesoscale forecast error covariances in a limited-area model
    • Berre, L., 2000: Estimation of synoptic and mesoscale forecast error covariances in a limited-area model. Mon. Wea. Rev., 128, 644-667.
    • (2000) Mon. Wea. Rev. , vol.128 , pp. 644-667
    • Berre, L.1
  • 11
    • 77958479703 scopus 로고    scopus 로고
    • Filtering of background error variances and correlations by local spatial averaging: A review
    • Berre, L., and G. Desroziers, 2010: Filtering of background error variances and correlations by local spatial averaging: A review. Mon. Wea. Rev., 138, 3693-3720.
    • (2010) Mon. Wea. Rev. , vol.138 , pp. 3693-3720
    • Berre, L.1    Desroziers, G.2
  • 12
    • 0000112970 scopus 로고    scopus 로고
    • Data assimilation using incremental analysis updates
    • Bloom, S. C., L. L. Takacs, A. M. da Silva, and D. Ledvina, 1996: Data assimilation using incremental analysis updates. Mon. Wea. Rev., 124, 1256-1271.
    • (1996) Mon. Wea. Rev. , vol.124 , pp. 1256-1271
    • Bloom, S.C.1    Takacs, L.L.2    da Silva, A.M.3    Ledvina, D.4
  • 13
    • 77955429089 scopus 로고    scopus 로고
    • Beyond Gaussian statistical modeling in geophysical data assimilation
    • Bocquet, M., C. A. Pires, and L. Wu, 2010: Beyond Gaussian statistical modeling in geophysical data assimilation. Mon. Wea. Rev., 138, 2997-3023.
    • (2010) Mon. Wea. Rev. , vol.138 , pp. 2997-3023
    • Bocquet, M.1    Pires, C.A.2    Wu, L.3
  • 16
    • 77953202951 scopus 로고    scopus 로고
    • An examination of background error correlations between mass and rotational wind over precipitation regions
    • Caron, J.-F., and L. Fillion, 2010: An examination of background error correlations between mass and rotational wind over precipitation regions. Mon. Wea. Rev., 138, 563-578.
    • (2010) Mon. Wea. Rev. , vol.138 , pp. 563-578
    • Caron, J.-F.1    Fillion, L.2
  • 17
    • 77955290132 scopus 로고    scopus 로고
    • 1D+3DVar assimilation of radar reflectivity data: A proof of concept
    • Caumont, O., V. Ducrocq, E.Wattrelot, G. Jaubert, and S. Pradier-Vabre, 2010: 1D+3DVar assimilation of radar reflectivity data: A proof of concept. Tellus, 62, 173-187.
    • (2010) Tellus , vol.62 , pp. 173-187
    • Caumont, O.1    Ducrocq, V.2    Wattrelot, E.3    Jaubert, G.4    Pradier-Vabre, S.5
  • 18
    • 0028561614 scopus 로고
    • Astrategy for operational implementation of 4D-Var, using an incremental approach
    • Courtier, P., J.-N. Thépaut, and A. Hollingsworth, 1994:Astrategy for operational implementation of 4D-Var, using an incremental approach. Quart. J. Roy. Meteor. Soc., 120, 1367-1387.
    • (1994) Quart. J. Roy. Meteor. Soc. , vol.120 , pp. 1367-1387
    • Courtier, P.1    Thépaut, J.-N.2    Hollingsworth, A.3
  • 19
    • 0032750664 scopus 로고    scopus 로고
    • Maximum-likelihood estimation of forecast and observation error covariance parameters. Part I: Methodology
    • Dee, D., and A. da Silva, 1999: Maximum-likelihood estimation of forecast and observation error covariance parameters. Part I: Methodology. Mon. Wea. Rev., 127, 1822-1834.
    • (1999) Mon. Wea. Rev. , vol.127 , pp. 1822-1834
    • Dee, D.1    da Silva, A.2
  • 20
    • 0032791112 scopus 로고    scopus 로고
    • A reformulation of the background error covariance in the ECMWF global data assimilation system
    • Derber, J., and F. Bouttier, 1999: A reformulation of the background error covariance in the ECMWF global data assimilation system. Tellus, 51A, 195-221.
    • (1999) Tellus , vol.51 A , pp. 195-221
    • Derber, J.1    Bouttier, F.2
  • 21
    • 80053199176 scopus 로고    scopus 로고
    • Ensemble forecasts of severe convective storms
    • Preprints, 24th Conf. on Severe Local Storms, Savannah, GA, 13A.5. [Available online at]
    • Dowell, D., and D. Stensrud, 2008: Ensemble forecasts of severe convective storms. Preprints, 24th Conf. on Severe Local Storms, Savannah, GA, Amer. Meteor. Soc., 13A.5. [Available online at http://ams.confex.com/ams/24SLS/techprogram/paper_141628.htm.]
    • (2008) Amer. Meteor. Soc.
    • Dowell, D.1    Stensrud, D.2
  • 22
    • 4444315259 scopus 로고    scopus 로고
    • Wind and temperature retrievals in the 17 May 1981 Arcadia, Oklahoma supercell: Ensemble Kalman filter experiments
    • Dowell, D., F. Zhang, L. Wicker, C. Snyder, and N. 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.1    Zhang, F.2    Wicker, L.3    Snyder, C.4    Crook, N.5
  • 23
    • 0034534620 scopus 로고    scopus 로고
    • Initialization of a fine-scale model for convective-system prediction: A case study
    • Ducrocq, V., J.-P. Lapore, J.-L. Redelsperger, and F. Orain, 2000: Initialization of a fine-scale model for convective-system prediction: A case study. Quart. J. Roy. Meteor. Soc., 126, 3041-3065.
    • (2000) Quart. J. Roy. Meteor. Soc. , vol.126 , pp. 3041-3065
    • Ducrocq, V.1    Lapore, J.-P.2    Redelsperger, J.-L.3    Orain, F.4
  • 24
    • 34547667585 scopus 로고    scopus 로고
    • Issues regarding the assimilation of cloud and precipitation data
    • Errico, R., P. Bauer, and J.-F. Mahfouf, 2007: Issues regarding the assimilation of cloud and precipitation data. J. Atmos. Sci., 64, 3785-3798.
    • (2007) J. Atmos. Sci. , vol.64 , pp. 3785-3798
    • Errico, R.1    Bauer, P.2    Mahfouf, J.-F.3
  • 25
    • 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
  • 26
    • 34250023618 scopus 로고    scopus 로고
    • An overview of the variational assimilation in the ALADIN/France numerical weather-prediction system
    • Fischer, C., T.Montmerle, L. Berre, L.Auger, and S. Stefanescu, 2005: An overview of the variational assimilation in the ALADIN/France numerical weather-prediction system. Quart. J. Roy. Meteor. Soc., 131, 3477-3492.
    • (2005) Quart. J. Roy. Meteor. Soc. , vol.131 , pp. 3477-3492
    • Fischer, C.1    Montmerle, T.2    Berre, L.3    Auger, L.4    Stefanescu, S.5
  • 27
    • 33745205082 scopus 로고    scopus 로고
    • A hybrid multivariate normal and lognormal distribution for data assimilation
    • Fletcher, S., and M. Zupanski, 2006: A hybrid multivariate normal and lognormal distribution for data assimilation. Atmos. Sci. Lett., 7, 43-46.
    • (2006) Atmos. Sci. Lett. , vol.7 , pp. 43-46
    • Fletcher, S.1    Zupanski, M.2
  • 28
    • 39749162940 scopus 로고    scopus 로고
    • Implications and impacts of transforming lognormal variables into normal variables in VAR
    • Fletcher, S., and M. Zupanski, 2007: Implications and impacts of transforming lognormal variables into normal variables in VAR. Meteor. Z., 6, 755-765.
    • (2007) Meteor. Z. , vol.6 , pp. 755-765
    • Fletcher, S.1    Zupanski, M.2
  • 29
    • 0033246398 scopus 로고    scopus 로고
    • Implementation of a 3D variational data assimilation system at the Canadian Meteorological Centre. Part I: The global analysis
    • Gauthier, P., C. Charette, L. Fillion, P. Koclas, and S. Laroche, 1999: Implementation of a 3D variational data assimilation system at the Canadian Meteorological Centre. Part I: The global analysis. Atmos.-Ocean, 37, 103-156.
    • (1999) Atmos.-Ocean , vol.37 , pp. 103-156
    • Gauthier, P.1    Charette, C.2    Fillion, L.3    Koclas, P.4    Laroche, S.5
  • 30
    • 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
  • 31
    • 0035506430 scopus 로고    scopus 로고
    • Distance-dependent filtering of background error covariance estimates in an ensemble Kalman filter
    • Hamill, T. M., J. 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.2    Snyder, C.3
  • 32
    • 0028846284 scopus 로고
    • Recursive filter objective analysis of meteorological fields: Applications to NESDIS operational processing
    • Hayden, C., and R. 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.1    Purser, R.2
  • 33
    • 3042807614 scopus 로고    scopus 로고
    • Assimilation and modelling of the hydrological cycle: ECMWF's status and plans
    • Tech. Rep. 383, ECMWF
    • Holm, E., E. Andersson, A. Beljaars, P. Lopez, J.-F. Mahfouf, A. Simmons, and J.-N. Thepaut, 2002: Assimilation and modelling of the hydrological cycle: ECMWF's status and plans. Tech. Rep. 383, ECMWF, 55 pp.
    • (2002) , pp. 55
    • Holm, E.1    Andersson, E.2    Beljaars, A.3    Lopez, P.4    Mahfouf, J.-F.5    Simmons, A.6    Thepaut, J.-N.7
  • 34
    • 0035129828 scopus 로고    scopus 로고
    • A sequential ensemble Kalman filter for atmospheric data assimilation
    • Houtekamer, P., and H. 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.1    Mitchell, H.2
  • 35
    • 0035071863 scopus 로고    scopus 로고
    • The statistical structure of forecast errors and its representation in The Met. Office Global 3-DVariational Data Assimilation Scheme
    • Ingleby, N., 2001: The statistical structure of forecast errors and its representation in The Met. Office Global 3-DVariational Data Assimilation Scheme.Quart. J. Roy.Meteor. Soc., 127, 209-231.
    • (2001) Quart. J. Roy.Meteor. Soc. , vol.127 , pp. 209-231
    • Ingleby, N.1
  • 36
    • 70149088574 scopus 로고    scopus 로고
    • Covariance localisation and balance in an ensemble Kalman filter
    • Kepert, J., 2009: Covariance localisation and balance in an ensemble Kalman filter. Quart. J. Roy. Meteor. Soc., 135, 1157-1176.
    • (2009) Quart. J. Roy. Meteor. Soc. , vol.135 , pp. 1157-1176
    • Kepert, J.1
  • 38
    • 24944486903 scopus 로고    scopus 로고
    • Alignment error models and ensemble-based data assimilation
    • Lawson, W., and J. Hansen, 2005: Alignment error models and ensemble-based data assimilation. Mon. Wea. Rev., 133, 1687-1709.
    • (2005) Mon. Wea. Rev. , vol.133 , pp. 1687-1709
    • Lawson, W.1    Hansen, J.2
  • 39
    • 34848818178 scopus 로고    scopus 로고
    • Revisiting the latent heat nudging scheme for the rainfall assimilation of a simulated convective storm
    • Leuenberger, D., and A. Rossa, 2007: Revisiting the latent heat nudging scheme for the rainfall assimilation of a simulated convective storm. Meteor. Atmos. Phys., 98, 195-215.
    • (2007) Meteor. Atmos. Phys. , vol.98 , pp. 195-215
    • Leuenberger, D.1    Rossa, A.2
  • 40
    • 34547680589 scopus 로고    scopus 로고
    • Cloud and precipitation parameterizations in modeling and variational data assimilation: A review
    • Lopez, P., 2007: Cloud and precipitation parameterizations in modeling and variational data assimilation: A review. J. Atmos. Sci., 64, 3766-3784.
    • (2007) J. Atmos. Sci. , vol.64 , pp. 3766-3784
    • Lopez, P.1
  • 41
    • 22444455819 scopus 로고    scopus 로고
    • Development of an operational variational assimilation scheme
    • Lorenc, A. C., 1997: Development of an operational variational assimilation scheme. J. Meteor. Soc. Japan, 75, 339-346.
    • (1997) J. Meteor. Soc. Japan , vol.75 , pp. 339-346
    • Lorenc, A.C.1
  • 42
    • 17744394502 scopus 로고    scopus 로고
    • The Met Office global 3-dimensional variational data assimilation scheme
    • Lorenc, A. C., and Coauthors, 2000: The Met Office global 3-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
  • 43
    • 80053192584 scopus 로고    scopus 로고
    • Heterogeneous background error covariances for the analysis and forecast of fog events
    • in press
    • Ménétrier, B., and T. Montmerle, 2011: Heterogeneous background error covariances for the analysis and forecast of fog events. Quart. J. Roy. Meteor. Soc., in press.
    • (2011) Quart. J. Roy. Meteor. Soc.
    • Ménétrier, B.1    Montmerle, T.2
  • 44
    • 33751536460 scopus 로고    scopus 로고
    • Automated tracking of dry intrusions on satellite water vapour imagery and model output
    • Michel, Y., and F. Bouttier, 2006: Automated tracking of dry intrusions on satellite water vapour imagery and model output. Quart. J. Roy. Meteor. Soc., 132, 2257-2276.
    • (2006) Quart. J. Roy. Meteor. Soc. , vol.132 , pp. 2257-2276
    • Michel, Y.1    Bouttier, F.2
  • 45
    • 77955572031 scopus 로고    scopus 로고
    • Inhomogeneous background error modeling and estimation over Antarctica
    • Michel, Y., and T. Auligné, 2010: Inhomogeneous background error modeling and estimation over Antarctica. Mon. Wea. Rev., 138, 2229-2252.
    • (2010) Mon. Wea. Rev. , vol.138 , pp. 2229-2252
    • Michel, Y.1    Auligné, T.2
  • 46
    • 77957115234 scopus 로고    scopus 로고
    • Representation of correlation functions in variational assimilation using an implicit diffusion operator
    • Mirouze, I., and A. Weaver, 2010: Representation of correlation functions in variational assimilation using an implicit diffusion operator. Quart. J. Roy. Meteor. Soc., 136, 1421-1443.
    • (2010) Quart. J. Roy. Meteor. Soc. , vol.136 , pp. 1421-1443
    • Mirouze, I.1    Weaver, A.2
  • 47
    • 68249150820 scopus 로고    scopus 로고
    • Mesoscale assimilation of radial velocities from Doppler radars in a preoperational framework
    • Montmerle, T., and C. Faccani, 2009: Mesoscale assimilation of radial velocities from Doppler radars in a preoperational framework. Mon. Wea. Rev., 137, 1939-1953.
    • (2009) Mon. Wea. Rev. , vol.137 , pp. 1939-1953
    • Montmerle, T.1    Faccani, C.2
  • 48
    • 77957141625 scopus 로고    scopus 로고
    • Diagnosis and formulation of heterogeneous background error covariances at mesoscale
    • Montmerle, T., and L. Berre, 2010: Diagnosis and formulation of heterogeneous background error covariances at mesoscale. Quart. J. Roy. Meteor. Soc., 136, 1408-1420.
    • (2010) Quart. J. Roy. Meteor. Soc. , vol.136 , pp. 1408-1420
    • Montmerle, T.1    Berre, L.2
  • 50
    • 0032163862 scopus 로고    scopus 로고
    • Solving ill-conditioned and singular linear systems:A tutorial on regularization
    • Neumaier, A., 1998: Solving ill-conditioned and singular linear systems:A tutorial on regularization. SIAM Rev., 40, 636-666.
    • (1998) SIAM Rev. , vol.40 , pp. 636-666
    • Neumaier, A.1
  • 51
    • 0001640663 scopus 로고
    • A rational subdivision of scales for atmospheric processes
    • Orlanski, I., 1975: A rational subdivision of scales for atmospheric processes. Bull. Amer. Meteor. Soc., 56, 527-530.
    • (1975) Bull. Amer. Meteor. Soc. , vol.56 , pp. 527-530
    • Orlanski, I.1
  • 52
    • 0027040023 scopus 로고
    • The National Meteorological Center's spectral statistical-interpolation analysis system
    • Parrish, D., and J. 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.1    Derber, J.2
  • 53
    • 0000411587 scopus 로고    scopus 로고
    • The NCEP global analysis system:Recent improvements and future plans
    • Parrish, D., J. Derber, J. Purser, W. Wu, and Z. Pu, 1997: The NCEP global analysis system:Recent improvements and future plans. J. Meteor. Soc. Japan, 75, 359-365.
    • (1997) J. Meteor. Soc. Japan , vol.75 , pp. 359-365
    • Parrish, D.1    Derber, J.2    Purser, J.3    Wu, W.4    Pu, Z.5
  • 54
    • 33749027769 scopus 로고    scopus 로고
    • The use of an ensemble approach to study the background error covariances in a global NWP
    • Pereira, M., and L. Berre, 2006: The use of an ensemble approach to study the background error covariances in a global NWP. Mon. Wea. Rev., 134, 2466-2489.
    • (2006) Mon. Wea. Rev. , vol.134 , pp. 2466-2489
    • Pereira, M.1    Berre, L.2
  • 55
    • 0038293594 scopus 로고    scopus 로고
    • Numerical aspects of the application of recursive filters to variational statistical analysis. Part I: Spatially homogeneous and isotropic Gaussian covariances
    • Purser, R., W. Wu, D. Parrish, and N. Roberts, 2003a: Numerical aspects of the application of recursive filters to variational statistical analysis. Part I: Spatially homogeneous and isotropic Gaussian covariances. Mon. Wea. Rev., 131, 1524-1535.
    • (2003) Mon. Wea. Rev. , vol.131 , pp. 1524-1535
    • Purser, R.1    Wu, W.2    Parrish, D.3    Roberts, N.4
  • 56
    • 0141682980 scopus 로고    scopus 로고
    • Numerical aspects of the application of recursive filters to variational statistical analysis. Part II: Spatially inhomogeneous and anisotropic general covariances
    • Purser, R., W. Wu, D. Parrish, and N. Roberts, 2003b: Numerical aspects of the application of recursive filters to variational statistical analysis. Part II: Spatially inhomogeneous and anisotropic general covariances. Mon. Wea. Rev., 131, 1536-1548.
    • (2003) Mon. Wea. Rev. , vol.131 , pp. 1536-1548
    • Purser, R.1    Wu, W.2    Parrish, D.3    Roberts, N.4
  • 57
    • 34249004702 scopus 로고    scopus 로고
    • Data assimilation by field alignment
    • Ravela, S., K. Emanuel, and D. McLaughlin, 2007: Data assimilation by field alignment. Physica D, 230, 127-145.
    • (2007) Physica D , vol.230 , pp. 127-145
    • Ravela, S.1    Emanuel, K.2    McLaughlin, D.3
  • 59
    • 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
  • 60
    • 0033825565 scopus 로고    scopus 로고
    • Using initial condition and model physics perturbations in short-range ensemble simulations of mesoscale convective systems
    • Stensrud, D. J., J.-W. Bao, and T. T. Warner, 2000: Using initial condition and model physics perturbations in short-range ensemble simulations of mesoscale convective systems. Mon. Wea. Rev., 128, 2077-2107.
    • (2000) Mon. Wea. Rev. , vol.128 , pp. 2077-2107
    • Stensrud, D.J.1    Bao, J.-W.2    Warner, T.T.3
  • 61
    • 67349283548 scopus 로고    scopus 로고
    • Assimilating surface data into a mesoscale model ensemble: Cold pool analyses from spring 2007
    • Stensrud, D. J., N. Yussouf, D. C. Dowell, and M. C. Coniglio, 2009: Assimilating surface data into a mesoscale model ensemble: Cold pool analyses from spring 2007. Atmos. Res., 93 (1-3), 207-220.
    • (2009) Atmos. Res. , vol.93 , Issue.1-3 , pp. 207-220
    • Stensrud, D.J.1    Yussouf, N.2    Dowell, D.C.3    Coniglio, M.C.4
  • 62
    • 33748999011 scopus 로고    scopus 로고
    • Boundary conditions for limited-area ensemble Kalman filters
    • Torn, R., G. 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.1    Hakim, G.2    Snyder, C.3
  • 63
    • 62749149846 scopus 로고    scopus 로고
    • A hybrid ETKF-3DVAR data assimilation scheme for the WRF model. Part I: Observing system simulation experiment
    • Wang, X., D. M. Barker, C. Snyder, and T. M. Hamill, 2008: A hybrid ETKF-3DVAR data assimilation scheme for the WRF model. Part I: Observing system simulation experiment. Mon. Wea. Rev., 136, 5116-5131.
    • (2008) Mon. Wea. Rev. , vol.136 , pp. 5116-5131
    • Wang, X.1    Barker, D.M.2    Snyder, C.3    Hamill, T.M.4
  • 64
    • 0036968196 scopus 로고    scopus 로고
    • Three-dimensional variational analysis with spatially inhomogeneous covariances
    • Wu, W., R. Purser, and D. 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.2    Parrish, D.3
  • 65
    • 35748980004 scopus 로고    scopus 로고
    • Multiple-radar data assimilation and short-range quantitative precipitation forecasting of a squall line observed during IHOP 2002
    • Xiao, Q., and J. Sun, 2007: Multiple-radar data assimilation and short-range quantitative precipitation forecasting of a squall line observed during IHOP 2002. Mon. Wea. Rev., 135, 3381-3404.
    • (2007) Mon. Wea. Rev. , vol.135 , pp. 3381-3404
    • Xiao, Q.1    Sun, J.2
  • 66
    • 33846794790 scopus 로고    scopus 로고
    • An approach of radar reflectivity data assimilation and its assessment with the inland QPF of Typhoon Rusa (2002) at landfall
    • Xiao, Q., Y.-H. Kuo, J. Sun, W.-C. Lee, D. Barker, and E. Lim, 2007: An approach of radar reflectivity data assimilation and its assessment with the inland QPF of Typhoon Rusa (2002) at landfall. J. Appl. Meteor. Climatol., 46, 14-22.
    • (2007) J. Appl. Meteor. Climatol. , vol.46 , pp. 14-22
    • Xiao, Q.1    Kuo, Y.-H.2    Sun, J.3    Lee, W.-C.4    Barker, D.5    Lim, E.6
  • 67
    • 2442717392 scopus 로고    scopus 로고
    • Impacts of initial estimate and observations on convective-scale data assimilation with an ensemble Kalman filter
    • Zhang, F., C. Snyder, and J. Sun, 2004: Impacts of initial estimate and observations 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


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