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Volumn 68, Issue 8, 2011, Pages 1586-1606

Dynamics and structure of forecast error covariance in the core of a developing hurricane

Author keywords

Cloud resolving models; Ensembles; Error analysis; Forecasting; Hurricanes; Kalman filters

Indexed keywords

AXISYMMETRIC; CLOUD RESOLVING MODEL; CLOUD-RESOLVING; ENSEMBLES; ERROR COVARIANCES; EULERIAN COORDINATE; FLORIDA; FORECAST ERRORS; HURRICANE INTENSITY; HURRICANE KATRINA; KATRINA; LEADTIME; MODEL RESOLUTION; MODEL STATE; POSITION UNCERTAINTIES; SPATIAL ERRORS; STORM DYNAMICS; STORM STRUCTURE; STORM TRACK; TROPICAL CYCLONE; TROPICAL STORMS; VORTEX CENTERS; WEATHER RESEARCH AND FORECASTING MODELS;

EID: 80051804204     PISSN: 00224928     EISSN: None     Source Type: Journal    
DOI: 10.1175/2011JAS3681.1     Document Type: Article
Times cited : (27)

References (47)
  • 1
    • 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
  • 3
    • 34249667650 scopus 로고    scopus 로고
    • Assimilating vortex position with an ensemble Kalman filter
    • Chen, Y., and C. Snyder, 2007: Assimilating vortex position with an ensemble Kalman filter. Mon. Wea. Rev., 135, 1828-1845.
    • (2007) Mon. Wea. Rev. , vol.135 , pp. 1828-1845
    • Chen, Y.1    Snyder, C.2
  • 4
    • 0026304448 scopus 로고
    • The behavior of forecast error covariances for a Kalman filter in two dimensions
    • Cohn, S. E., and D. F. Parish, 1991: The behavior of forecast error covariances for a Kalman filter in two dimensions. Mon. Wea. Rev., 119, 1757-1785.
    • (1991) Mon. Wea. Rev. , vol.119 , pp. 1757-1785
    • Cohn, S.E.1    Parish, D.F.2
  • 5
    • 0027042230 scopus 로고
    • Estimating model-error covariances for application to atmospheric data assimilation
    • Daley, R., 1992: Estimating model-error covariances for application to atmospheric data assimilation. Mon. Wea. Rev., 120, 1735-1746.
    • (1992) Mon. Wea. Rev. , vol.120 , pp. 1735-1746
    • Daley, R.1
  • 6
    • 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
  • 7
    • 38849104298 scopus 로고    scopus 로고
    • Accuracy of Atlantic and eastern North Pacific tropical cyclone intensity forecast guidance
    • Elsberry, R. L., T. D. B. Lambert, and M. A. Boothe, 2007: Accuracy of Atlantic and eastern North Pacific tropical cyclone intensity forecast guidance. Wea. Forecasting, 22, 747-762.
    • (2007) Wea. Forecasting , vol.22 , pp. 747-762
    • Elsberry, R.L.1    Lambert, T.D.B.2    Boothe, M.A.3
  • 8
    • 0028193070 scopus 로고
    • Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics
    • Evensen, G., 1994: Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics. J. Geophys. Res., 99, 10 143-10 162.
    • (1994) J. Geophys. Res. , vol.99 , pp. 10143-10162
    • Evensen, G.1
  • 9
    • 77953327395 scopus 로고    scopus 로고
    • Initial development and genesis of Hurricane Dolly (2008)
    • Fang, J., and F. Zhang, 2010: Initial development and genesis of Hurricane Dolly (2008). J. Atmos. Sci., 63, 655-672.
    • (2010) J. Atmos. Sci. , vol.63 , pp. 655-672
    • Fang, J.1    Zhang, F.2
  • 10
    • 78651070017 scopus 로고    scopus 로고
    • Evolution of multi-scale vortices in the development of Hurricane Dolly (2008)
    • Fang, J., and F. Zhang, 2011: Evolution of multi-scale vortices in the development of Hurricane Dolly (2008). J. Atmos. Sci., 68, 103-122.
    • (2011) J. Atmos. Sci. , vol.68 , pp. 103-122
    • Fang, J.1    Zhang, F.2
  • 11
    • 34249707809 scopus 로고    scopus 로고
    • Surface data assimilation using an ensemble Kalman filter approach with initial condition and model physics uncertainties
    • Fujita, T., D. J. Stensrud, and D. C. Dowell, 2007: Surface data assimilation using an ensemble Kalman filter approach with initial condition and model physics uncertainties. Mon. Wea. Rev., 135, 1846-1868.
    • (2007) Mon. Wea. Rev. , vol.135 , pp. 1846-1868
    • Fujita, T.1    Stensrud, D.J.2    Dowell, D.C.3
  • 12
    • 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. , Issue.29
    • Grell, G.A.1    Devenyi, D.2
  • 13
    • 3042778358 scopus 로고    scopus 로고
    • The role of "vortical" hot towers in the formation of Tropical Cyclone Diana (1984)
    • Hendricks, E. A., M. T. Montgomery, and C. A. Davis, 2004: The role of "vortical" hot towers in the formation of Tropical Cyclone Diana (1984). J. Atmos. Sci., 61, 1209-1232.
    • (2004) J. Atmos. Sci. , vol.61 , pp. 1209-1232
    • Hendricks, E.A.1    Montgomery, M.T.2    Davis, C.A.3
  • 14
    • 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
  • 15
  • 16
    • 85024423711 scopus 로고
    • New results in linear prediction and filtering theory
    • Kalman, R., and R. Bucy, 1961: New results in linear prediction and filtering theory. Trans. AMSE J. Basic Eng., 83D, 95-108.
    • (1961) Trans. AMSE J. Basic Eng. , vol.83 D , pp. 95-108
    • Kalman, R.1    Bucy, R.2
  • 18
    • 0041302515 scopus 로고    scopus 로고
    • Impact of NSCAT winds on tropical cyclones in the ECMWF 4DVAR assimilation system
    • Leidner, S. M., L. Isaksen, and R. N. Hoffman, 2003: Impact of NSCAT winds on tropical cyclones in the ECMWF 4DVAR assimilation system. Mon. Wea. Rev., 131, 3-26.
    • (2003) Mon. Wea. Rev. , vol.131 , pp. 3-26
    • Leidner, S.M.1    Isaksen, L.2    Hoffman, R.N.3
  • 19
    • 34248364831 scopus 로고    scopus 로고
    • Tests of an ensemble Kalman filter for mesoscale and regional-scale data assimilation. Part II: Imperfect model experiments
    • Meng, Z., and F. Zhang, 2007: Tests 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
  • 20
    • 44449094042 scopus 로고    scopus 로고
    • Tests 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,, 2008a: Tests 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
  • 21
    • 57149138884 scopus 로고    scopus 로고
    • Tests of an ensemble Kalman filter for mesoscale and regional-scale data assimilation. Part IV: Comparison with 3DVAR in a month-long experiment
    • Meng, Z., and F. Zhang,, 2008b: Tests of an ensemble Kalman filter for mesoscale and regional-scale data assimilation. Part IV: Comparison with 3DVAR in a month-long experiment. Mon. Wea. Rev., 136, 3671-3682.
    • (2008) Mon. Wea. Rev. , vol.136 , pp. 3671-3682
    • Meng, Z.1    Zhang, F.2
  • 22
    • 79960730868 scopus 로고    scopus 로고
    • Limited-area ensemble-based data assimilation
    • Meng, Z., and F. Zhang,, 2011: Limited-area ensemble-based data assimilation. Mon. Wea. Rev., 139, 2025-2045.
    • (2011) Mon. Wea. Rev. , vol.139 , pp. 2025-2045
    • Meng, Z.1    Zhang, F.2
  • 23
    • 55349145291 scopus 로고    scopus 로고
    • Tropicalcyclone intensification and predictability in three dimensions
    • Nguyen, V. S., R. K. Smith, and M. T. Montgomery, 2008: Tropicalcyclone intensification and predictability in three dimensions. Quart. J. Roy. Meteor. Soc., 134, 563-582.
    • (2008) Quart. J. Roy. Meteor. Soc. , vol.134 , pp. 563-582
    • Nguyen, V.S.1    Smith, R.K.2    Montgomery, M.T.3
  • 24
    • 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, and S.-Y. Hong, 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
  • 25
    • 34548184281 scopus 로고    scopus 로고
    • Tropical cyclone intensification from asymmetric convection: Energetics and efficiency
    • Nolan, D. S., Y. Moon, and D. P. Stern, 2007: Tropical cyclone intensification from asymmetric convection: Energetics and efficiency. J. Atmos. Sci., 64, 3377-3405.
    • (2007) J. Atmos. Sci. , vol.64 , pp. 3377-3405
    • Nolan, D.S.1    Moon, Y.2    Stern, D.P.3
  • 26
    • 0023524260 scopus 로고
    • An air-sea interaction theory for tropical cyclones. Part II: Evolutionary study using a nonhydrostatic axisymmetric numerical model
    • Rotunno, R., and K. A. Emanuel, 1987: An air-sea interaction theory for tropical cyclones. Part II: Evolutionary study using a nonhydrostatic axisymmetric numerical model. J. Atmos. Sci., 44, 542-561.
    • (1987) J. Atmos. Sci. , vol.44 , pp. 542-561
    • Rotunno, R.1    Emanuel, K.A.2
  • 27
    • 58049120795 scopus 로고    scopus 로고
    • A probabilistic analysis of the dynamics and predictability of tropical cyclogenesis
    • Sippel, J. A., and F. Zhang, 2008: A probabilistic analysis of the dynamics and predictability of tropical cyclogenesis. J. Atmos. Sci., 65, 3440-3459.
    • (2008) J. Atmos. Sci. , vol.65 , pp. 3440-3459
    • Sippel, J.A.1    Zhang, F.2
  • 28
    • 77953338131 scopus 로고    scopus 로고
    • Factors affecting the predictability of hurricane Humberto (2007)
    • Sippel, J. A., and F. Zhang, 2010: Factors affecting the predictability of hurricane Humberto (2007). J. Atmos. Sci., 67, 1759-1778.
    • (2010) J. Atmos. Sci. , vol.67 , pp. 1759-1778
    • Sippel, J.A.1    Zhang, F.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
    • 0000097719 scopus 로고    scopus 로고
    • Assimilation of observations, an introduction
    • Talagrand, O., 1997: Assimilation of observations, an introduction. J. Meteor. Soc. Japan, 75, 191-209.
    • (1997) J. Meteor. Soc. Japan , vol.75 , pp. 191-209
    • Talagrand, O.1
  • 32
    • 24144494208 scopus 로고    scopus 로고
    • Ensemble Kalman filter assimilation of Doppler radar data with a compressible nonhydrostatic model: OSS experiments
    • Tong,M., andM. 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
  • 33
    • 70350765261 scopus 로고    scopus 로고
    • Ensemble data assimilation applied to RAINEX observations of Hurricane Katrina (2005)
    • Torn, R. D., and G. J. Hakim, 2009: Ensemble data assimilation applied to RAINEX observations of Hurricane Katrina (2005). Mon. Wea. Rev., 137, 2817-2829.
    • (2009) Mon. Wea. Rev. , vol.137 , pp. 2817-2829
    • Torn, R.D.1    Hakim, G.J.2
  • 34
  • 35
    • 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
  • 36
    • 0036646009 scopus 로고    scopus 로고
    • Ensemble data assimilation without perturbed observations
    • Whitaker, F. 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, F.S.1    Hamill, T.M.2
  • 37
    • 0027498692 scopus 로고
    • Interaction of a baroclinic vortex with background shear: Application to hurricane movement
    • Wu, C.-C., and K. A. Emanuel, 1993: Interaction of a baroclinic vortex with background shear: Application to hurricane movement. J. Atmos. Sci., 50, 62-76.
    • (1993) J. Atmos. Sci. , vol.50 , pp. 62-76
    • Wu, C.-C.1    Emanuel, K.A.2
  • 38
    • 0030404778 scopus 로고    scopus 로고
    • A numerical study of the feedback mechanisms of hurricane-environment interaction on hurricane movement from the potential vorticity perspective
    • Wu, C.-C., and Y. Kurihara, 1996: A numerical study of the feedback mechanisms of hurricane-environment interaction on hurricane movement from the potential vorticity perspective. J. Atmos. Sci., 53, 2264-2282.
    • (1996) J. Atmos. Sci. , vol.53 , pp. 2264-2282
    • Wu, C.-C.1    Kurihara, Y.2
  • 39
    • 78651076423 scopus 로고    scopus 로고
    • Assimilation of tropical cyclone track and structure based on the ensemble Kalman filter (EnKF)
    • Wu, C.-C., G.-Y. Lien, J.-H. Chen, and F. Zhang, 2010: Assimilation of tropical cyclone track and structure based on the ensemble Kalman filter (EnKF). J. Atmos. Sci., 67, 3806-3822.
    • (2010) J. Atmos. Sci. , vol.67 , pp. 3806-3822
    • Wu, C.-C.1    Lien, G.-Y.2    Chen, J.-H.3    Zhang, F.4
  • 40
    • 0000297425 scopus 로고    scopus 로고
    • Surface winds at landfall of Hurricane Andrew (1992)-A reply
    • Zhang, D.-L., Y. Liu, and M. K. Yau, 1999: Surface winds at landfall of Hurricane Andrew (1992)-A reply. Mon. Wea. Rev., 127, 1711-1721.
    • (1999) Mon. Wea. Rev. , vol.127 , pp. 1711-1721
    • Zhang, D.-L.1    Liu, Y.2    Yau, M.K.3
  • 41
    • 27744561578 scopus 로고    scopus 로고
    • Dynamics and structure of mesoscale error covariance of a winter cyclone estimated through short-range ensemble forecasts
    • Zhang, F., 2005: Dynamics and structure of mesoscale error covariance of a winter cyclone estimated through short-range ensemble forecasts. Mon. Wea. Rev., 133, 2876-2893.
    • (2005) Mon. Wea. Rev. , vol.133 , pp. 2876-2893
    • Zhang, F.1
  • 42
    • 69949163592 scopus 로고    scopus 로고
    • Effects of moist convection on hurricane predictability
    • Zhang, F., and J. A. Sippel, 2009: Effects of moist convection on hurricane predictability. J. Atmos. Sci., 66, 1944-1961.
    • (2009) J. Atmos. Sci. , vol.66 , pp. 1944-1961
    • Zhang, F.1    Sippel, J.A.2
  • 43
    • 0038656650 scopus 로고    scopus 로고
    • Effects of moist convection on mesoscale predictability
    • Zhang, F., C. Snyder, and R. Rotunno, 2003: Effects of moist convection on mesoscale predictability. J. Atmos. Sci., 60, 1173-1185.
    • (2003) J. Atmos. Sci. , vol.60 , pp. 1173-1185
    • Zhang, F.1    Snyder, C.2    Rotunno, R.3
  • 44
    • 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
  • 45
    • 33645287288 scopus 로고    scopus 로고
    • Tests 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: Tests 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
  • 46
    • 34248324431 scopus 로고    scopus 로고
    • Mesoscale predictability ofmoist baroclinic waves: Convectionpermitting experiments and multistage error growth dynamics
    • Zhang, F., N. Bei, R. Rotunno, C. Snyder, and C. C. Epifanio, 2007: Mesoscale predictability ofmoist baroclinic waves: Convectionpermitting experiments and multistage error growth dynamics. J. Atmos. Sci., 64, 3579-3594.
    • (2007) J. Atmos. Sci. , vol.64 , pp. 3579-3594
    • Zhang, F.1    Bei, N.2    Rotunno, R.3    Snyder, C.4    Epifanio, C.C.5
  • 47
    • 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, 2009: 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


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