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Volumn 140, Issue 11, 2012, Pages 3507-3524

Assimilation of radar radial velocity data with the wrf hybrid ensemble-3dvar system for the prediction of hurricane ike (2008)

Author keywords

Data assimilation; Ensembles; Hurricanes typhoons; Numerical weather prediction forecasting; Radars Radar observations

Indexed keywords

BACKGROUND-ERROR COVARIANCES; COASTAL RADARS; COASTAL WEATHER; CONTROL VARIABLE; DATA ASSIMILATION; ENSEMBLE MEMBERS; ENSEMBLES; GLOBAL FORECAST SYSTEMS; HYBRID ANALYSIS; HYBRID METHOD; HYBRID SCHEME; INNER CORE; INTENSITY ANALYSIS; NEGATIVE VALUES; NUMERICAL WEATHER PREDICTION; PRECIPITATION FORECAST; RADAR DATA; RADAR OBSERVATIONS; RADIAL VELOCITY; TEMPERATURE INCREMENT; VARIATIONAL DATA ASSIMILATION; VORTEX CENTERS; WEATHER RESEARCH AND FORECASTING MODELS; WIND FORECASTS;

EID: 84867026914     PISSN: 00270644     EISSN: 15200493     Source Type: Journal    
DOI: 10.1175/MWR-D-12-00043.1     Document Type: Article
Times cited : (117)

References (64)
  • 1
    • 84864857083 scopus 로고    scopus 로고
    • The HWRF Hurricane Ensemble Data Assimilation System (HEDAS) for high-resolution data: The impact of airborne Doppler radar observations in an OSSE
    • Aksoy, A., S. Lorsolo, T. Vukicevic, K. J. Sellwood, S. D. Aberson, and F. Zhang, 2012: The HWRF Hurricane Ensemble Data Assimilation System (HEDAS) for high-resolution data: The impact of airborne Doppler radar observations in an OSSE. Mon. Wea. Rev., 140, 1843-1862.
    • (2012) Mon. Wea. Rev. , vol.140 , pp. 1843-1862
    • Aksoy, A.1    Lorsolo, S.2    Vukicevic, T.3    Sellwood, K.J.4    Aberson, S.D.5    Zhang, F.6
  • 2
    • 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
  • 4
    • 24944560859 scopus 로고    scopus 로고
    • Ensemble-derived stationary and flowdependent background-error covariances: Evaluation in a quasi-operational NWPsetting
    • Buehner, M., 2005: Ensemble-derived stationary and flowdependent background-error covariances: Evaluation in a quasi-operational NWPsetting. Quart. J. Roy. Meteor. Soc., 131, 1013-1043.
    • (2005) Quart. J. Roy. Meteor. Soc. , vol.131 , pp. 1013-1043
    • Buehner, M.1
  • 5
    • 77955575343 scopus 로고    scopus 로고
    • Intercomparison of variational data assimilation and the ensemble Kalman filter for global deterministic NWP. Part I: Description and single-observation experiments
    • Buehner, M., P. L. Houtekamer, C. Charette, H. L. Mitchell, and B. He, 2010a: Intercomparison of variational data assimilation and the ensemble Kalman filter for global deterministic NWP. Part I: Description and single-observation experiments. Mon. Wea. Rev., 138, 1550-1566.
    • (2010) Mon. Wea. Rev. , vol.138 , pp. 1550-1566
    • Buehner, M.1    Houtekamer, P.L.2    Charette, C.3    Mitchell, H.L.4    He, B.5
  • 7
    • 0032439201 scopus 로고    scopus 로고
    • Analysis scheme in the ensemble Kalman filter
    • Burgers, G., P. J. van Leeuwen, and G. Evensen, 1998: Analysis scheme in the ensemble Kalman filter. Mon. Wea. Rev., 126, 1719-1724.
    • (1998) Mon. Wea. Rev. , vol.126 , pp. 1719-1724
    • Burgers, G.1    van Leeuwen, P.J.2    Evensen, G.3
  • 8
    • 84871870145 scopus 로고    scopus 로고
    • Coastal WSR-88D radar data assimilation with ensemble Kalman filter for analysis and forecast of Hurricane Ike (2008)
    • doi:10. 1002/ qj. 1970, in press
    • Dong, J., and M. Xue, 2012: Coastal WSR-88D radar data assimilation with ensemble Kalman filter for analysis and forecast of Hurricane Ike (2008). Quart. J. Roy. Meteor. Soc., doi:10. 1002/ qj. 1970, in press.
    • (2012) Quart. J. Roy. Meteor. Soc.
    • Dong, J.1    Xue, M.2
  • 9
    • 68249144065 scopus 로고    scopus 로고
    • Additive noise for stormscale ensemble data assimilation
    • Dowell, D. C., and L. J. Wicker, 2009: Additive noise for stormscale ensemble data assimilation. J. Atmos. Oceanic Technol., 26, 911-927.
    • (2009) J. Atmos. Oceanic Technol. , vol.26 , pp. 911-927
    • Dowell, D.C.1    Wicker, L.J.2
  • 10
    • 0024921060 scopus 로고
    • Numerical study of convection observed during the Winter Monsoon Experiment using a mesoscale twodimensional model
    • Dudhia, J., 1989: Numerical study of convection observed during the Winter Monsoon Experiment using a mesoscale twodimensional model. J. Atmos. Sci., 46, 3077-3107.
    • (1989) J. Atmos. Sci. , vol.46 , pp. 3077-3107
    • Dudhia, J.1
  • 11
    • 2442692579 scopus 로고    scopus 로고
    • The resilience of hybrid ensemble/3D-Var analysis schemes to model error and ensemble covariance error
    • Etherton, B. J., and C. H. Bishop, 2004: The resilience of hybrid ensemble/3D-Var 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
    • 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
    • 0037101740 scopus 로고    scopus 로고
    • A generalized approach to parameterizing convection combining ensemble and data assimilation techniques
    • doi:10. 1029/2002GL015311
    • Grell, G. A., and D. Devenyi, 2002: A generalized approach to parameterizing convection combining ensemble and data assimilation techniques. Geophys. Res. Lett., 29, 1693, doi:10. 1029/2002GL015311.
    • (2002) Geophys. Res. Lett. , vol.29 , pp. 1693
    • Grell, G.A.1    Devenyi, D.2
  • 14
    • 33244458289 scopus 로고    scopus 로고
    • Warm core structure of Hurricane Erin diagnosed from high-altitude dropsondes during CAMEX-4
    • Halverson, J. B., J. Simpson, G. Heymsfield, H. Pierce, T. Hock, and L. Ritchie, 2006: Warm core structure of Hurricane Erin diagnosed from high-altitude dropsondes during CAMEX-4. J. Atmos. Sci., 63, 309-324.
    • (2006) J. Atmos. Sci. , vol.63 , pp. 309-324
    • Halverson, J.B.1    Simpson, J.2    Heymsfield, G.3    Pierce, H.4    Hock, T.5    Ritchie, L.6
  • 15
    • 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
  • 16
    • 78650977787 scopus 로고    scopus 로고
    • Global ensemble predictions of 2009's tropical cyclones initialized with an ensemble Kalman filter
    • Hamill, T. M., J. S. Whitaker, M. Fiorino, and S. G. Benjamin, 2011: Global ensemble predictions of 2009's tropical cyclones initialized with an ensemble Kalman filter. Mon. Wea. Rev., 139, 668-688.
    • (2011) Mon. Wea. Rev. , vol.139 , pp. 668-688
    • Hamill, T.M.1    Whitaker, J.S.2    Fiorino, M.3    Benjamin, S.G.4
  • 17
    • 0002388972 scopus 로고
    • The height of tropical cyclones and the eye of the storm
    • Haurwitz, B., 1935: The height of tropical cyclones and the eye of the storm. Mon. Wea. Rev., 63, 45-49.
    • (1935) Mon. Wea. Rev. , vol.63 , pp. 45-49
    • Haurwitz, B.1
  • 18
    • 0000952194 scopus 로고
    • The structure of a small, intense hurricane-Inez 1966
    • Hawkins, H. F., and S. M. Imbembo, 1976: The structure of a small, intense hurricane-Inez 1966. Mon. Wea. Rev., 104, 418-442.
    • (1976) Mon. Wea. Rev. , vol.104 , pp. 418-442
    • Hawkins, H.F.1    Imbembo, S.M.2
  • 19
    • 0031395098 scopus 로고    scopus 로고
    • The maximum potential intensity of tropical cyclones
    • Holland, G. J., 1997: The maximum potential intensity of tropical cyclones. J. Atmos. Sci., 54, 2519-2541.
    • (1997) J. Atmos. Sci. , vol.54 , pp. 2519-2541
    • Holland, G.J.1
  • 20
    • 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
  • 21
    • 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
  • 23
    • 0035485175 scopus 로고    scopus 로고
    • Areal-time four-dimensional Doppler dealiasing scheme
    • James, C. N., and R. A. Houze, 2001:Areal-time four-dimensional Doppler dealiasing scheme. J. Atmos. Oceanic Technol., 18, 1674-1683.
    • (2001) J. Atmos. Oceanic Technol. , vol.18 , pp. 1674-1683
    • James, C.N.1    Houze, R.A.2
  • 24
    • 84871880676 scopus 로고    scopus 로고
    • Expanding the GSI-based hybrid ensemblevariational system to include more flexible parameter settings. Preprints, 15th Symp
    • Integrated Observing and Assimilation Systems for the Atmosphere, Oceans and Land Surface (IOAS-AOLS), Seattle, WA, Available online at
    • Kleist, D., K. Ide, J. Whitaker, J. C. Derber, D. Parrish, and X. Wang, 2011: Expanding the GSI-based hybrid ensemblevariational system to include more flexible parameter settings. Preprints, 15th Symp. on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans and Land Surface (IOAS-AOLS), Seattle, WA, Amer. Meteor. Soc., J16. 4. [Available online at https://ams. confex. com/ams/91Annual/webprogram/Paper180096. html.]
    • (2011) Amer. Meteor. Soc.
    • Kleist, D.1    Ide, K.2    Whitaker, J.3    Derber, J.C.4    Parrish, D.5    Wang, X.6
  • 25
    • 0001498534 scopus 로고
    • Improvements in the GFDL hurricane prediction system
    • Kurihara, Y., M. A. Bender, R. E. Tuleya, and R. Ross, 1995: Improvements in the GFDL hurricane prediction system. Mon. Wea. Rev., 123, 2791-2801.
    • (1995) Mon. Wea. Rev. , vol.123 , pp. 2791-2801
    • Kurihara, Y.1    Bender, M.A.2    Tuleya, R.E.3    Ross, R.4
  • 26
    • 0001623516 scopus 로고
    • An analysis of Hurricane Cleo (1958) based on data from research reconnaissance aircraft
    • La Seur, N. E., and H. F. Hawkins, 1963: An analysis of Hurricane Cleo (1958) based on data from research reconnaissance aircraft. Mon. Wea. Rev., 91, 694-709.
    • (1963) Mon. Wea. Rev. , vol.91 , pp. 694-709
    • Seur, N.E.L.1    Hawkins, H.F.2
  • 27
    • 68949111683 scopus 로고    scopus 로고
    • Improved hurricane track and intensity forecast using single field-of-view advanced IR sounding measurements
    • doi:10. 1029/ 2009GL038285
    • Li, J., and H. Liu, 2009: Improved hurricane track and intensity forecast using single field-of-view advanced IR sounding measurements. Geophys. Res. Lett., 36, L11813, doi:10. 1029/ 2009GL038285.
    • (2009) Geophys. Res. Lett. , vol.36 , pp. 11813
    • Li, J.1    Liu, H.2
  • 30
    • 0141799124 scopus 로고    scopus 로고
    • Improvements in hurricane 2 initialization and forecasting at NCEP with global and regional (GFDL) models
    • Liu, Q., T. Marchok, H. -L. Pan, M. Bender, and S. J. Lord, 2000: Improvements in hurricane 2 initialization and forecasting at NCEP with global and regional (GFDL) models. Tech. Rep. 3, NOAA Tech. Procedures Bull. 472, 7 pp.
    • (2000) Tech. Rep. 3, NOAA Tech. Procedures Bull. , vol.472 , pp. 7
    • Liu, Q.1    Marchok, T.2    Pan, H.-L.3    Bender, M.4    Lord, S.J.5
  • 31
    • 84924393229 scopus 로고    scopus 로고
    • Analysis and impact of super-obbed Doppler radial velocity in the NCEP Gridpoint Statistical Interpolation (GSI) analysis system. Preprints, 21st Conf. on Weather Analysis and Forecasting/17th Conf. onNumericalWeather Prediction, Washington, DC
    • Available online at
    • Liu, S., M. Xue, J. Gao, and D. Parrish, 2005: Analysis and impact of super-obbed Doppler radial velocity in the NCEP Gridpoint Statistical Interpolation (GSI) analysis system. Preprints, 21st Conf. on Weather Analysis and Forecasting/17th Conf. onNumericalWeather Prediction, Washington, DC, Amer. Meteor. Soc., 13A. 4. [Available online at https://ams. confex. com/ams/WAFNWP34BC/techprogram/paper_94230. htm.]
    • (2005) Amer. Meteor. Soc.
    • Liu, S.1    Xue, M.2    Gao, J.3    Parrish, D.4
  • 32
    • 0347709927 scopus 로고    scopus 로고
    • The potential of the ensemble Kalman filter for NWP-A comparison with 4D-Var
    • Lorenc, A., 2003: The potential of the ensemble Kalman filter for NWP-A comparison with 4D-Var. Quart. J. Roy. Meteor. Soc., 129, 3183-3204.
    • (2003) Quart. J. Roy. Meteor. Soc. , vol.129 , pp. 3183-3204
    • Lorenc, A.1
  • 33
    • 0000453046 scopus 로고    scopus 로고
    • Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave
    • Mlawer, E. J., S. J. Taubman, P. D. Brown, M. J. Iacono, and S. A. Clough, 1997: Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave. J. Geophys. Res., 102 (D14), 16 663-16 682.
    • (1997) J. Geophys. Res. , vol.102 , Issue.14
    • Mlawer, E.J.1    Taubman, S.J.2    Brown, P.D.3    Iacono, M.J.4    Clough, S.A.5
  • 34
    • 0037408693 scopus 로고    scopus 로고
    • Improvement of the K-profile model for the planetary boundary layer based on large eddy simulation data
    • Noh, Y., W. G. Cheon, S. Y. Hong, and S. Raasch, 2003: Improvement of the K-profile model for the planetary boundary layer based on large eddy simulation data. Bound. -Layer Meteor., 107, 401-427.
    • (2003) Bound. -Layer Meteor. , vol.107 , pp. 401-427
    • Noh, Y.1    Cheon, W.G.2    Hong, S.Y.3    Raasch, S.4
  • 35
    • 0037408693 scopus 로고    scopus 로고
    • Improvement of the K-profile model for the planetary boundary layer based on large eddy simulation data
    • Noh, Y., W. G. Cheon, S. Y. Hong, and S. Raasch, 2003: Improvement of the K-profile model for the planetary boundary layer based on large eddy simulation data. Bound. -Layer Meteor., 107, 401-427.
    • (2003) Bound. -Layer Meteor. , vol.107 , pp. 401-427
    • Noh, Y.1    Cheon, W.G.2    Hong, S.Y.3    Raasch, S.4
  • 36
    • 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
  • 38
    • 79951649710 scopus 로고    scopus 로고
    • The analysis and prediction of the 8-9 May 2007 Oklahoma tornadic mesoscale convective system by assimilating WSR- 88D and CASA radar data using 3DVAR
    • Schenkman, A., M. Xue, A. Shapiro, K. Brewster, and J. Gao, 2011: The analysis and prediction of the 8-9 May 2007 Oklahoma tornadic mesoscale convective system by assimilating WSR- 88D and CASA radar data using 3DVAR. Mon. Wea. Rev., 139, 224-246.
    • (2011) Mon. Wea. Rev. , vol.139 , pp. 224-246
    • Schenkman, A.1    Xue, M.2    Shapiro, A.3    Brewster, K.4    Gao, J.5
  • 40
    • 77649326976 scopus 로고    scopus 로고
    • Assimilation of Doppler radar data with WRF 3DVAR: Evaluation of its potential benefits to quantitative precipitation forecasting through Observing System Simulation Experiments
    • Sugimoto, S., N. A. Crook, J. Sun, Q. Xiao, and D. Barker, 2009: Assimilation of Doppler radar data with WRF 3DVAR: Evaluation of its potential benefits to quantitative precipitation forecasting through Observing System Simulation Experiments. Mon. Wea. Rev., 137, 4011-4029.
    • (2009) Mon. Wea. Rev. , vol.137 , pp. 4011-4029
    • Sugimoto, S.1    Crook, N.A.2    Sun, J.3    Xiao, Q.4    Barker, D.5
  • 41
    • 70449106811 scopus 로고    scopus 로고
    • Initial condition sensitivity of western Pacific extratropical transitions determined using ensemble-based sensitivity analysis
    • Torn, R. D., and G. J. Hakim, 2009: Initial condition sensitivity of western Pacific extratropical transitions determined using ensemble-based sensitivity analysis. Mon. Wea. Rev., 137, 3388-3406.
    • (2009) Mon. Wea. Rev. , vol.137 , pp. 3388-3406
    • Torn, R.D.1    Hakim, G.J.2
  • 42
    • 33748999011 scopus 로고    scopus 로고
    • Boundary conditions for limitedarea ensemble Kalman filters
    • Torn, R. D. ,G. J. Hakim, and C. Snyder, 2006: Boundary conditions for limitedarea 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
  • 43
    • 77958457237 scopus 로고    scopus 로고
    • Incorporating ensemble covariance in the Gridpoint Statistical Interpolation (GSI) variational minimization: A mathematical framework
    • Wang, X., 2010: Incorporating ensemble covariance in the Gridpoint Statistical Interpolation (GSI) variational minimization: A mathematical framework. Mon. Wea. Rev., 138, 2990-2995.
    • (2010) Mon. Wea. Rev. , vol.138 , pp. 2990-2995
    • Wang, X.1
  • 44
    • 84863137220 scopus 로고    scopus 로고
    • Application of the WRF hybrid ETKF-3DVAR data assimilation system for hurricane track forecasts
    • Wang, X., 2011: Application of the WRF hybrid ETKF-3DVAR data assimilation system for hurricane track forecasts. Wea. Forecasting, 26, 868-884.
    • (2011) Wea. Forecasting , vol.26 , pp. 868-884
    • Wang, X.1
  • 45
    • 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
  • 46
    • 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
  • 48
    • 64149125046 scopus 로고    scopus 로고
    • A hybrid ETKF-3DVAR data assimilation scheme for the WRF model. Part II: Real observation experiment
    • Wang, X., D. M. Barker, C. Snyder, and T. M. Hamill, 2008b: A hybrid ETKF-3DVAR data assimilation scheme for the WRF model. Part II: Real observation experiment. 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
  • 49
    • 70449129495 scopus 로고    scopus 로고
    • A comparison of the hybrid and EnSRF analysis schemes in the presence of model error due to unresolved scales
    • Wang, X., T. M. Hamill, J. S. Whitaker, and C. H. Bishop, 2009: A comparison of the hybrid and EnSRF analysis schemes in the presence of model error due to unresolved scales. Mon. Wea. Rev., 137, 3219-3232.
    • (2009) Mon. Wea. Rev. , vol.137 , pp. 3219-3232
    • Wang, X.1    Hamill, T.M.2    Whitaker, J.S.3    Bishop, C.H.4
  • 50
    • 84871853362 scopus 로고    scopus 로고
    • A GSI-based hybrid ensemble-variational data assimilation system and its comparison with GSI and ensemble Kalman filter. Preprints, 15th Symp. on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans and Land Surface (IOAS-AOLS), Seattle, WA
    • Available online at
    • Wang, X., J. Whitaker, D. T. Kleist, D. F. Parrish, and B. W. Holland, 2011: A GSI-based hybrid ensemble-variational data assimilation system and its comparison with GSI and ensemble Kalman filter. Preprints, 15th Symp. on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans and Land Surface (IOAS-AOLS), Seattle, WA, Amer. Meteor. Soc., J16. 5. [Available online at https://ams. confex. com/ams/91Annual/webprogram/Paper180532. html.]
    • (2011) Amer. Meteor. Soc.
    • Wang, X.1    Whitaker, J.2    Kleist, D.T.3    Parrish, D.F.4    Holland, B.W.5
  • 51
    • 84863229684 scopus 로고    scopus 로고
    • Assimilating airborne Doppler radar observations with an ensemble Kalman filter for convectionpermitting hurricane initialization and prediction: Katrina (2005)
    • Weng, Y., and F. Zhang, 2012: Assimilating airborne Doppler radar observations with an ensemble Kalman filter for convectionpermitting hurricane initialization and prediction: Katrina (2005). Mon. Wea. Rev., 140, 841-859.
    • (2012) Mon. Wea. Rev. , vol.140 , pp. 841-859
    • Weng, Y.1    Zhang, F.2
  • 52
    • 85008542974 scopus 로고    scopus 로고
    • Advanced data assimilation for cloud-resolving hurricane initialization and prediction
    • Weng, Y., M. Zhang, and F. Zhang, 2011: Advanced data assimilation for cloud-resolving hurricane initialization and prediction. Comput. Sci. Eng., 13, 40-49.
    • (2011) Comput. Sci. Eng. , vol.13 , pp. 40-49
    • Weng, Y.1    Zhang, M.2    Zhang, F.3
  • 53
    • 84871878918 scopus 로고    scopus 로고
    • of a hybrid variational-ensemble data global assimilation system for hurricane prediction. Preprints, 15th Symp. on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans and Land Surface (IOAS-AOLS), Seattle, WA,
    • Available online at
    • Whitaker, J., D. Kleist, X. Wang, and T. Hamill, 2011: Tests of a hybrid variational-ensemble data global assimilation system for hurricane prediction. Preprints, 15th Symp. on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans and Land Surface (IOAS-AOLS), Seattle, WA, Amer. Meteor. Soc., J16. 2. [Available online at https://ams. confex. com/ams/91Annual/webprogram/Paper178847. html.] Willoughby, H. E., 1990: Temporal changes in the primary circulation in tropical cyclones. J. Atmos. Sci., 47, 242-264.
    • (2011) Amer. Meteor. Soc.
    • Whitaker, J.1    Kleist, D.2    Wang, X.3    Hamill, T.4
  • 54
    • 0025625237 scopus 로고
    • Temporal changes in the primary circulation in tropical cyclones
    • Willoughby, H. E., 1990: Temporal changes in the primary circulation in tropical cyclones. J. Atmos. Sci., 47, 242-264.
    • (1990) J. Atmos. Sci. , vol.47 , pp. 242-264
    • Willoughby, H.E.1
  • 55
    • 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. N., 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.N.1    Sun, J.2
  • 56
    • 70350772498 scopus 로고    scopus 로고
    • Experiments of hurricane initialization with airborne Doppler radar data for the Advanced Research Hurricane WRF (AHW) model
    • Xiao, Q. N., X. Y. Zhang, C. Davis, J. Tuttle, G. Holland, and P. J. Fitzpatrick, 2009: Experiments of hurricane initialization with airborne Doppler radar data for the Advanced Research Hurricane WRF (AHW) model. Mon. Wea. Rev., 137, 2758-2777.
    • (2009) Mon. Wea. Rev. , vol.137 , pp. 2758-2777
    • Xiao, Q.N.1    Zhang, X.Y.2    Davis, C.3    Tuttle, J.4    Holland, G.5    Fitzpatrick, P.J.6
  • 57
    • 0037880657 scopus 로고    scopus 로고
    • Background error covariance functions for Doppler radial-wind analysis
    • Xu, Q., and J. D. Gong, 2003: Background error covariance functions for Doppler radial-wind analysis. Quart. J. Roy. Meteor. Soc., 129, 1703-1720.
    • (2003) Quart. J. Roy. Meteor. Soc. , vol.129 , pp. 1703-1720
    • Xu, Q.1    Gong, J.D.2
  • 58
    • 2442717392 scopus 로고    scopus 로고
    • Impacts of initial estimate and observations on the convective-scale data assimilation with an ensemble Kalman filter
    • Zhang, F., C. Snyder, and J. Sun, 2004: Impacts of initial estimate and observations on the 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
  • 59
    • 68249160487 scopus 로고    scopus 로고
    • Cloud-resolving hurricane initialization and prediction through assimilation of Doppler radar observations with an ensemble Kalman filter
    • Zhang, F., Y. Weng, J. A. Sippel, Z. Meng, and C. H. Bishop, 2009a: Cloud-resolving hurricane initialization and prediction through assimilation of Doppler radar observations with an ensemble Kalman filter. Mon. Wea. Rev., 137, 2105-2125.
    • (2009) Mon. Wea. Rev. , vol.137 , pp. 2105-2125
    • Zhang, F.1    Weng, Y.2    Sippel, J.A.3    Meng, Z.4    Bishop, C.H.5
  • 60
    • 67649373088 scopus 로고    scopus 로고
    • Coupling ensemble Kalman filter with four-dimensional variational data assimilation
    • Zhang, F., M. Zhang, and J. A. Hansen, 2009b: Coupling ensemble Kalman filter with four-dimensional variational data assimilation. Adv. Atmos. Sci., 26, 1-8.
    • (2009) Adv. Atmos. Sci. , vol.26 , pp. 1-8
    • Zhang, F.1    Zhang, M.2    Hansen, J.A.3
  • 61
    • 80051707088 scopus 로고    scopus 로고
    • Performance of convection-permitting hurricane initialization and prediction during 2008-2010 with ensemble data assimilation of inner-core airborne Doppler radar observations
    • doi:10. 1029/2011GL048469
    • Zhang, F. ,Y. Weng, J. F. Gamache, and F. D. Marks, 2011: Performance of convection-permitting hurricane initialization and prediction during 2008-2010 with ensemble data assimilation of inner-core airborne Doppler radar observations. Geophys. Res. Lett., 38, L15810, doi:10. 1029/2011GL048469.
    • (2011) Geophys. Res. Lett. , vol.38 , pp. 15810
    • Zhang, F.1    Weng, Y.2    Gamache, J.F.3    Marks, F.D.4
  • 62
    • 68749099447 scopus 로고    scopus 로고
    • Assimilation of coastal Doppler radar data with the ARPS 3DVAR and cloud analysis for the prediction of Hurricane Ike (2008)
    • doi:10. 1029/2009GL038658
    • Zhao, K., and M. Xue, 2009: Assimilation of coastal Doppler radar data with the ARPS 3DVAR and cloud analysis for the prediction of Hurricane Ike (2008). Geophys. Res. Lett., 36, L12803, doi:10. 1029/2009GL038658.
    • (2009) Geophys. Res. Lett. , vol.36 , pp. 12803
    • Zhao, K.1    Xue, M.2
  • 63
    • 0034103484 scopus 로고    scopus 로고
    • Studies on the initialization and simulation of a mature hurricane using a variational bogus data assimilation scheme
    • Zou, X. L., and Q. N. Xiao, 2000: Studies on the initialization and simulation of a mature hurricane using a variational bogus data assimilation scheme. J. Atmos. Sci., 57, 836-860.
    • (2000) J. Atmos. Sci. , vol.57 , pp. 836-860
    • Zou, X.L.1    Xiao, Q.N.2
  • 64
    • 24944523803 scopus 로고    scopus 로고
    • Maximum likelihood ensemble filter: Theoretical aspects
    • Zupanski, M., 2005: Maximum likelihood ensemble filter: Theoretical aspects. Mon. Wea. Rev., 133, 1710-1726.
    • (2005) Mon. Wea. Rev. , vol.133 , pp. 1710-1726
    • Zupanski, M.1


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