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Volumn 141, Issue 10, 2013, Pages 3388-3412

The ensemble kalman filter analyses and forecasts of the 8 may 2003 oklahoma city tornadic supercell storm using single- and double-moment microphysics schemes

Author keywords

Convective storms; Data assimilation; Ensembles; Numerical weather prediction forecasting

Indexed keywords

ATMOSPHERIC OBSERVATIONS; CONVECTIVE STORMS; DATA ASSIMILATION; ENSEMBLE ADJUSTMENT KALMAN FILTER; ENSEMBLES; NUMERICAL WEATHER PREDICTION/FORECASTING; SHORT RANGE ENSEMBLE FORECASTS; WEATHER RESEARCH AND FORECASTING MODELS;

EID: 84884941215     PISSN: 00270644     EISSN: 15200493     Source Type: Journal    
DOI: 10.1175/MWR-D-12-00237.1     Document Type: Article
Times cited : (124)

References (74)
  • 1
    • 68249141511 scopus 로고    scopus 로고
    • A multicase comparative assessment of the ensemble Kalman filter for assimilation of radar observations
    • Aksoy, A., D. 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) Part I: Storm-scale analyses. Mon. Wea. Rev. , vol.137 , pp. 1805-1824
    • Aksoy, A.1    Dowell, D.2    Snyder, C.3
  • 2
    • 77955524010 scopus 로고    scopus 로고
    • A multicase comparative assessment of the ensemble Kalman filter for assimilation of radar observations
    • Aksoy, A., D. 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., 137, 1273-1292.
    • (2010) Part II: Short-range ensemble forecasts. Mon. Wea. Rev. , vol.137 , pp. 1273-1292
    • Aksoy, A.1    Dowell, D.2    Snyder, C.3
  • 3
    • 0035655814 scopus 로고    scopus 로고
    • An ensemble adjustment filter for data assimilation
    • Anderson, J. L., 2001: An ensemble adjustment filter for data assimilation. Mon. Wea. Rev., 129, 2884-2903.
    • (2001) Mon. Wea. Rev. , vol.129 , pp. 2884-2903
    • Anderson, J.L.1
  • 4
    • 58049084742 scopus 로고    scopus 로고
    • Spatially and temporally varying adaptive covariance inflation for ensemble filters
    • Anderson, J. L., 2009: Spatially and temporally varying adaptive covariance inflation for ensemble filters. Tellus, 61A, 72-83.
    • (2009) Tellus , vol.61 A , pp. 72-83
    • Anderson, J.L.1
  • 5
    • 34548625197 scopus 로고    scopus 로고
    • Scalable implementations of ensemble filter algorithms for data assimilation
    • Anderson, J. L., and N. Collins, 2007: Scalable implementations of ensemble filter algorithms for data assimilation. J. Atmos. Oceanic Technol., 24, 1452-1463.
    • (2007) J. Atmos. Oceanic Technol. , vol.24 , pp. 1452-1463
    • Anderson, J.L.1    Collins, N.2
  • 7
    • 0000085181 scopus 로고
    • A technique for maximizing details in numerical weather map analysis
    • Barnes, S. L., 1964: A technique for maximizing details in numerical weather map analysis. J. Appl. Meteor., 3, 396-409.
    • (1964) J. Appl. Meteor. , vol.3 , pp. 396-409
    • Barnes, S.L.1
  • 8
    • 84855788698 scopus 로고    scopus 로고
    • Sensitivity of a simulated squall line to horizontal resolution and parameterization of microphysics
    • Bryan, G. H., and H. Morrison, 2012: Sensitivity of a simulated squall line to horizontal resolution and parameterization of microphysics. Mon. Wea. Rev., 140, 202-225.
    • (2012) Mon. Wea. Rev. , vol.140 , pp. 202-225
    • Bryan, G.H.1    Morrison, H.2
  • 9
    • 0242583091 scopus 로고    scopus 로고
    • Resolution requirements for the simulation of deep moist convection
    • Bryan, G. H., J. C. Wyngaard, and J. M. Fritsch, 2003: Resolution requirements for the simulation of deep moist convection. Mon. Wea. Rev., 131, 2394-2416.
    • (2003) Mon. Wea. Rev. , vol.131 , pp. 2394-2416
    • Bryan, G.H.1    Wyngaard, J.C.2    Fritsch, J.M.3
  • 10
    • 84884961513 scopus 로고    scopus 로고
    • High resolution analyses of the 8 May 2003 Oklahoma City storm
    • Part I: Storm structure and evolution from radar data. Preprints, 22nd Conf. on Severe Local Storms, Hyannis, MA, Amer. Meteor. Soc., 12.4. Available online at
    • Burgess, D. W., 2004: High resolution analyses of the 8 May 2003 Oklahoma City storm. Part I: Storm structure and evolution from radar data. Preprints, 22nd Conf. on Severe Local Storms, Hyannis, MA, Amer. Meteor. Soc., 12.4. [Available online at https://ams.confex.com/ams/pdfpapers/81939.pdf.]
    • (2004)
    • Burgess, D.W.1
  • 11
    • 0035303091 scopus 로고    scopus 로고
    • Coupling an advanced land surface- hydrology model with the Penn State-NCAR MM5 modeling system
    • Chen, F., and J. Dudhia, 2001: Coupling an advanced land surface- hydrology model with the Penn State-NCAR MM5 modeling system. Part I: Model implementation and sensitivity. Mon. Wea. Rev., 129, 569-585.
    • (2001) Part I: Model implementation and sensitivity. Mon. Wea. Rev. , vol.129 , pp. 569-585
    • Chen, F.1    Dudhia, J.2
  • 12
    • 77953029093 scopus 로고    scopus 로고
    • Comparison of evaporation and cold pool development between single-moment and multimoment bulk microphysics schemes in idealized simulations of tornadic thunderstorms
    • Dawson, D. T., M. Xue, J. A. Milbrandt, and M. K. Yau, 2010: Comparison of evaporation and cold pool development between single-moment and multimoment bulk microphysics schemes in idealized simulations of tornadic thunderstorms. Mon. Wea. Rev., 138, 1152-1171.
    • (2010) Mon. Wea. Rev. , vol.138 , pp. 1152-1171
    • Dawson, D.T.1    Xue, M.2    Milbrandt, J.A.3    Yau, M.K.4
  • 13
    • 84857090702 scopus 로고    scopus 로고
    • Impact of the environmental low-level wind profile on ensemble forecasts of the 4 May 2007 Greensburg, Kansas, tornadic storm and associated mesocyclones
    • Dawson, D. T., L. J. Wicker, E. R. Mansell, and R. L. Tanamachi, 2012: Impact of the environmental low-level wind profile on ensemble forecasts of the 4 May 2007 Greensburg, Kansas, tornadic storm and associated mesocyclones. Mon. Wea. Rev., 140, 696- 716.
    • (2012) Mon. Wea. Rev. , vol.140
    • Dawson, D.T.1    Wicker, L.J.2    Mansell, E.R.3    Tanamachi, R.L.4
  • 14
    • 68249144065 scopus 로고    scopus 로고
    • Additive noise for stormscale ensemble forecasting and data assimilation
    • Dowell, D. C., and L. J. Wicker, 2009: Additive noise for stormscale ensemble forecasting and 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
  • 15
    • 84884956453 scopus 로고    scopus 로고
    • High resolution analyses of the 8 May 2003 Oklahoma City storm
    • Part II: EnKF data assimilation and forecast experiments. Preprints, 22nd Conf. on Severe Local Storms, Hyannis, MA, Amer. Meteor. Soc., 12.5. Available online at
    • Dowell, D. C., and L. J. Wicker, and D. J. Stensrud, 2004a:High resolution analyses of the 8 May 2003 Oklahoma City storm. Part II: EnKF data assimilation and forecast experiments. Preprints, 22nd Conf. on Severe Local Storms, Hyannis, MA, Amer. Meteor. Soc., 12.5. [Available online at http://ams.confex.com/ams/pdfpapers/81393.pdf.]
    • (2004)
    • Dowell, D.C.1    Wicker, L.J.2    Stensrud, D.J.3
  • 16
    • 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, 2004b: 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
  • 18
    • 79951643932 scopus 로고    scopus 로고
    • Ensemble Kalman filter assimilation of radar observations of the 8 May 2003 Oklahoma City supercell: Influences of reflectivity observations on storm-scale analyses
    • Dowell, D. C., L. J. Wicker, and C. Snyder, 2011: Ensemble Kalman filter assimilation of radar observations of the 8 May 2003 Oklahoma City supercell: Influences of reflectivity observations on storm-scale analyses. Mon. Wea. Rev., 139, 272-294.
    • (2011) Mon. Wea. Rev. , vol.139 , pp. 272-294
    • Dowell, D.C.1    Wicker, L.J.2    Snyder, C.3
  • 19
    • 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
  • 20
    • 0025016681 scopus 로고
    • Efficient dealiasing of Doppler velocities using local environment constraints
    • Eilts, M. D., and S. D. Smith, 1990: Efficient dealiasing of Doppler velocities using local environment constraints. J. Atmos. Oceanic Technol., 7, 118-128.
    • (1990) J. Atmos. Oceanic Technol. , vol.7 , pp. 118-128
    • Eilts, M.D.1    Smith, S.D.2
  • 22
    • 34249707809 scopus 로고    scopus 로고
    • Surface data assimilation using an ensemble Kalman filter approach with initial condition and model physics uncertainty
    • 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 uncertainty. 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
  • 23
    • 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
  • 24
    • 3943064234 scopus 로고    scopus 로고
    • Precipitation and evolution sensitivity in simulated deep convective storms: Comparisons between liquid-only and simple ice and liquid phase microphysics
    • Gilmore, M. S., J. M. Straka, and E. N. Rasmussen, 2004a: Precipitation and evolution sensitivity in simulated deep convective storms: Comparisons between liquid-only and simple ice and liquid phase microphysics. Mon. Wea. Rev., 132, 1897- 1916.
    • (2004) Mon. Wea. Rev. , vol.132
    • Gilmore, M.S.1    Straka, J.M.2    Rasmussen, E.N.3
  • 25
    • 3943079207 scopus 로고    scopus 로고
    • Precipitation uncertainty due to variations in precipitation particle parameters within a simple microphysics scheme
    • Gilmore, M. S., J. M. Straka, and E. N. Rasmussen, 2004b: Precipitation uncertainty due to variations in precipitation particle parameters within a simple microphysics scheme. Mon. Wea. Rev., 132, 2610-2627.
    • (2004) Mon. Wea. Rev. , vol.132 , pp. 2610-2627
    • Gilmore, M.S.1    Straka, J.M.2    Rasmussen, E.N.3
  • 27
    • 33847418021 scopus 로고    scopus 로고
    • Impact of configurations of rapid intermittent assimilation of WSR-88D radar data for the 8 May 2003 Oklahoma City tornadic thunderstorm case
    • Hu, M., and M. Xue, 2007: Impact of configurations of rapid intermittent assimilation of WSR-88D radar data for the 8 May 2003 Oklahoma City tornadic thunderstorm case. Mon. Wea. Rev., 135, 507-525.
    • (2007) Mon. Wea. Rev. , vol.135 , pp. 507-525
    • Hu, M.1    Xue, M.2
  • 28
    • 0025662461 scopus 로고
    • The step-mountain coordinate: Physical package
    • Janjic, Z. I., 1990: The step-mountain coordinate: Physical package. Mon. Wea. Rev., 118, 1429-1443.
    • (1990) Mon. Wea. Rev. , vol.118 , pp. 1429-1443
    • Janjic, Z.I.1
  • 29
    • 0028607757 scopus 로고
    • The step-mountain eta coordinate model: Further developments of the convection, viscous sublayer, and turbulence closure schemes
    • Janjic, Z. I., 1994: The step-mountain eta coordinate model: Further developments of the convection, viscous sublayer, and turbulence closure schemes. Mon. Wea. Rev., 122, 927-945.
    • (1994) Mon. Wea. Rev. , vol.122 , pp. 927-945
    • Janjic, Z.I.1
  • 30
    • 34547565356 scopus 로고    scopus 로고
    • Nonsingular implementation of the Mellor-Yamada level 2.5 scheme in the NCEP Meso model
    • Janjic, Z. I., 2002: Nonsingular implementation of the Mellor-Yamada level 2.5 scheme in the NCEP Meso model. NCEP Office Note 437, 61 pp.
    • (2002) NCEP Office Note , vol.437 , pp. 61
    • Janjic, Z.I.1
  • 31
    • 84864949972 scopus 로고    scopus 로고
    • Ensemble Kalman filter analyses of the 29-30 May 2004 Oklahoma tornadic thunderstorm using one- and two-moment bulk microphysics schemes, with verification against polarimetric radar data
    • Jung, Y., M. Xue, and M. Tong, 2012: Ensemble Kalman filter analyses of the 29-30 May 2004 Oklahoma tornadic thunderstorm using one- and two-moment bulk microphysics schemes, with verification against polarimetric radar data. Mon. Wea. Rev., 140, 1457-1475.
    • (2012) Mon. Wea. Rev. , vol.140 , pp. 1457-1475
    • Jung, Y.1    Xue, M.2    Tong, M.3
  • 32
    • 0001014123 scopus 로고
    • Convective parameterization for mesoscale models: The Kain-Fritsch scheme
    • Monogr., Amer. Meteor. Soc.,
    • Kain, J. S., and J. M. Fritsch, 1993: Convective parameterization for mesoscale models: The Kain-Fritsch scheme. The Representation of Cumulus Convection in Numerical Models, Meteor. Monogr., No. 46, Amer. Meteor. Soc., 165-170.
    • (1993) The Representation of Cumulus Convection in Numerical Models, Meteor , Issue.46 , pp. 165-170
    • Kain, J.S.1    Fritsch, J.M.2
  • 34
    • 84884931392 scopus 로고    scopus 로고
    • Quality control of WSR-88D data
    • Preprints, 31st Radar Conf., Seattle, WA, Amer. Meteor. Soc., 7.1. Available online at
    • Lakshmanan, V., K. Hondl, G. Stumpf, and T. Smith, 2003: Quality control of WSR-88D data. Preprints, 31st Radar Conf., Seattle, WA, Amer. Meteor. Soc., 7.1. [Available online at https://ams. confex.com/ams/pdfpapers/62597.pdf.]
    • (2003)
    • Lakshmanan, V.1    Hondl, K.2    Stumpf, G.3    Smith, T.4
  • 35
    • 34447646505 scopus 로고    scopus 로고
    • The Warning Decision Support System-Integrated information
    • Lakshmanan, V., T. Smith, G. Stumpf, and K. Hondl, 2007: The Warning Decision Support System-Integrated information. Wea. Forecasting, 22, 596-612.
    • (2007) Wea. Forecasting , vol.22 , pp. 596-612
    • Lakshmanan, V.1    Smith, T.2    Stumpf, G.3    Hondl, K.4
  • 36
    • 84884964161 scopus 로고    scopus 로고
    • Multi-scale analysis and prediction of the 8 May 2003 Oklahoma City tornadic supercell storm assimilating radar and surface network data using EnKF
    • Preprints, 13th Conf. on Integrated Observing and Assimilation Systems for Atmosphere, Oceans, and Land Surface, Phoenix, AZ, Amer. Meteor. Soc., 6.4.
    • Lei, T., M. Xue, and T. Yu, 2009: Multi-scale analysis and prediction of the 8 May 2003 Oklahoma City tornadic supercell storm assimilating radar and surface network data using EnKF. Preprints, 13th Conf. on Integrated Observing and Assimilation Systems for Atmosphere, Oceans, and Land Surface, Phoenix, AZ, Amer. Meteor. Soc., 6.4.
    • (2009)
    • Lei, T.1    Xue, M.2    Yu, T.3
  • 37
    • 0020968202 scopus 로고
    • Bulk parameterization of the snow field in a cloud model
    • Lin, Y. L., R. Farley, and H. D. Orville, 1983: Bulk parameterization of the snow field in a cloud model. J. Climate Appl. Meteor., 22, 1065-1092.
    • (1983) J. Climate Appl. Meteor. , vol.22 , pp. 1065-1092
    • Lin, Y.L.1    Farley, R.2    Orville, H.D.3
  • 39
    • 77958528449 scopus 로고    scopus 로고
    • On sedimentation and advection in multimoment bulk microphysics
    • Mansell, E. R., 2010: On sedimentation and advection in multimoment bulk microphysics. J. Atmos. Sci., 67, 3084-3094.
    • (2010) J. Atmos. Sci. , vol.67 , pp. 3084-3094
    • Mansell, E.R.1
  • 40
    • 77953245213 scopus 로고    scopus 로고
    • Simulated electrification of a small thunderstorm with two-moment bulk microphysics
    • Mansell, E. R., C. L. Ziegler, and E. C. Bruning, 2010: Simulated electrification of a small thunderstorm with two-moment bulk microphysics. J. Atmos. Sci., 67, 171-194.
    • (2010) J. Atmos. Sci. , vol.67 , pp. 171-194
    • Mansell, E.R.1    Ziegler, C.L.2    Bruning, E.C.3
  • 41
    • 84866429454 scopus 로고    scopus 로고
    • Characteristics of the wind field in a trio of nontornadic low-level mesocyclones observed by the Doppler on Wheels radars
    • Available online a
    • Markowski, P. M., M. Majcen, Y. Richardson, J. Marquis, and J. Wurman, 2011: Characteristics of the wind field in a trio of nontornadic low-level mesocyclones observed by the Doppler on Wheels radars. Electron. J. Severe Storms Meteor., 6 (3). [Available online at http://www.ejssm.org/ojs/index.php/ejssm/ article/viewArticle/75.]
    • (2011) Electron. J. Severe Storms Meteor. , vol.6 , Issue.3
    • Markowski, P.M.1    Majcen, M.2    Richardson, Y.3    Marquis, J.4    Wurman, J.5
  • 42
    • 84855787741 scopus 로고    scopus 로고
    • Tornado maintenance investigated with high-resolution dual-Doppler and EnKF analysis
    • Marquis, J., Y.Richardson, P. Markowski, D. Dowell, and J. Wurman, 2012: Tornado maintenance investigated with high-resolution dual-Doppler and EnKF analysis. Mon. Wea. Rev., 140, 3-27.
    • (2012) Mon. Wea. Rev. , vol.140 , pp. 3-27
    • Marquis, J.1    Richardson, Y.2    Markowski, P.3    Dowell, D.4    Wurman, J.5
  • 43
    • 0001256212 scopus 로고
    • The distribution of raindrops with size
    • Marshall, J. S., and McK. Palmer, 1948: The distribution of raindrops with size. J. Atmos. Sci., 5, 165-166.
    • (1948) J. Atmos. Sci. , vol.5 , pp. 165-166
    • Marshall, J.S.1    . Palmer, McK.2
  • 44
    • 0020330926 scopus 로고
    • Development of a turbulence closure model for geophysical fluid problems
    • Mellor, G. L., and T. Yamada, 1982: Development of a turbulence closure model for geophysical fluid problems. Rev. Geophys. Space Phys., 20, 851-875.
    • (1982) Rev. Geophys. Space Phys. , vol.20 , pp. 851-875
    • Mellor, G.L.1    Yamada, T.2
  • 46
    • 84878377649 scopus 로고    scopus 로고
    • An automated method for depicting mesocyclone paths and intensities
    • Miller, M. L., V. Lakshmanan, and T. Smith, 2013: An automated method for depicting mesocyclone paths and intensities. Wea. Forecasting, 28, 570-585.
    • (2013) Wea. Forecasting , vol.28 , pp. 570-585
    • Miller, M.L.1    Lakshmanan, V.2    Smith, T.3
  • 47
    • 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, 16 663-16 682.
    • (1997) J. Geophys. Res. , vol.102
    • Mlawer, E.J.1    Taubman, S.J.2    Brown, P.D.3    Iacono, M.J.4    Clough, S.A.5
  • 48
    • 68249133827 scopus 로고    scopus 로고
    • Impact of cloud microphysics on the development of trailing stratiform precipitation in a simulated squall line: Comparison of oneand two-moment schemes
    • Morrison, H., G. Thompson, and V. Tatarskii, 2009: Impact of cloud microphysics on the development of trailing stratiform precipitation in a simulated squall line: Comparison of oneand two-moment schemes. Mon. Wea. Rev., 137, 991-1007.
    • (2009) Mon. Wea. Rev. , vol.137 , pp. 991-1007
    • Morrison, H.1    Thompson, G.2    Tatarskii, V.3
  • 49
    • 0027040023 scopus 로고
    • The NationalMeteorological Center's spectral statistical-interpolation analysis system
    • Parrish, D. F., and J. C. Derber, 1992: The NationalMeteorological 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
  • 50
    • 53249121901 scopus 로고    scopus 로고
    • Adualpolarization- radar-based assessment of the 8 May 2003 Oklahoma City area tornadic supercell
    • Romine, G. S., D. W. Burgess, and R. B. Wilhelmson, 2008:Adualpolarization- radar-based assessment of the 8 May 2003 Oklahoma City area tornadic supercell. Mon. Wea. Rev., 136, 2849-2870.
    • (2008) Mon. Wea. Rev. , vol.136 , pp. 2849-2870
    • Romine, G.S.1    Burgess, D.W.2    Wilhelmson, R.B.3
  • 51
    • 84878283735 scopus 로고    scopus 로고
    • Model bias in a continuously cycled assimilation system and its influence on convection-permitting forecasts
    • Romine, G. S., C. S. Schwartz, C. Snyder, J. L.Anderson, andM. L.Weisman, 2013: Model bias in a continuously cycled assimilation system and its influence on convection-permitting forecasts.Mon.Wea. Rev., 141, 1263-1284.
    • (2013) Mon.Wea. Rev. , vol.141 , pp. 1263-1284
    • Romine, G.S.1    Schwartz, C.S.2    Snyder, C.3    Anderson, J.L.4    Weisman, M.L.5
  • 52
    • 0037383334 scopus 로고    scopus 로고
    • High-order finite difference and finite volume WENO schemes and discontinuous Galerkin methods for CFD
    • Shu, C.-W., 2003: High-order finite difference and finite volume WENO schemes and discontinuous Galerkin methods for CFD. Int. J. Comput. Fluid Dyn., 17, 107-118.
    • (2003) Int. J. Comput. Fluid Dyn. , vol.17 , pp. 107-118
    • Shu, C.W.1
  • 53
    • 38549125470 scopus 로고    scopus 로고
    • A description of the Advanced Research WRF version 3
    • Skamarock, W. C., and Coauthors, 2008: A description of the Advanced Research WRF version 3. NCAR Tech. Note NCAR/TN-4751STR, 113 pp.
    • (2008) NCAR Tech. Note NCAR/TN-4751STR , pp. 113
    • Skamarock, W.C.1
  • 54
    • 61349091742 scopus 로고    scopus 로고
    • Effects of microphysical drop size distribution on tornadogenesis in supercell thunderstorms
    • doi:101029/2008GL035866
    • Snook, N., and M. Xue, 2008: Effects of microphysical drop size distribution on tornadogenesis in supercell thunderstorms. Geophys. Res. Lett., 35, L24803, doi:10.1029/2008GL035866.
    • (2008) Geophys. Res. Lett. , vol.35
    • Snook, N.1    Xue, M.2
  • 55
    • 84855793798 scopus 로고    scopus 로고
    • Analysis of a tornadic mesoscale convective vortex based on ensemble Kalman filter assimilation of CASA X-band and WSR-88D radar data
    • Snook, N., and M. Xue, and J. Jung, 2011: Analysis of a tornadic mesoscale convective vortex based on ensemble Kalman filter assimilation of CASA X-band and WSR-88D radar data. Mon. Wea. Rev., 139, 3446-3468.
    • (2011) Mon. Wea. Rev. , vol.139 , pp. 3446-3468
    • Snook, N.1    Xue, M.2    Jung, J.3
  • 56
    • 84864858858 scopus 로고    scopus 로고
    • Ensemble probabilistic forecasts of a tornadic mesoscale convective system from ensemble Kalman filter analyses using WSR-88D and CASA radar data
    • Snook, N., and M. Xue, and J. Jung, 2012: Ensemble probabilistic forecasts of a tornadic mesoscale convective system from ensemble Kalman filter analyses using WSR-88D and CASA radar data. Mon. Wea. Rev., 140, 2126-2146.
    • (2012) Mon. Wea. Rev. , vol.140 , pp. 2126-2146
    • Snook, N.1    Xue, M.2    Jung, J.3
  • 57
    • 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
  • 58
    • 77955530820 scopus 로고    scopus 로고
    • Importance of horizontally inhomogeneous environmental initial conditions to ensemble storm-scale radar data assimilation and very short-range forecasts
    • Stensrud, D. J., and J. Gao, 2010: Importance of horizontally inhomogeneous environmental initial conditions to ensemble storm-scale radar data assimilation and very short-range forecasts. Mon. Wea. Rev., 138, 1250-1272.
    • (2010) Mon. Wea. Rev. , vol.138 , pp. 1250-1272
    • Stensrud, D.J.1    Gao, J.2
  • 59
    • 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, 2009a: Assimilating surface data into a mesoscale model ensemble: Cold pool analyses from spring 2007. Atmos. Res., 93, 207-220.
    • (2009) Atmos. Res. , vol.93 , pp. 207-220
    • Stensrud, D.J.1    Yussouf, N.2    Dowell, D.C.3    Coniglio, M.C.4
  • 60
    • 70450178185 scopus 로고    scopus 로고
    • Convective-scale Warn-on-Forecast system:Avision for 2020
    • Stensrud, D. J., and Coauthors, 2009b: Convective-scale Warn-on-Forecast system:Avision for 2020.Bull.Amer.Meteor. Soc., 90, 1487-1499.
    • (2009) Bull.Amer.Meteor. Soc. , vol.90 , pp. 1487-1499
    • Stensrud, D.J.1
  • 61
    • 84874349872 scopus 로고    scopus 로고
    • Progress and challenges with Warn-on-Forecast
    • doi:101016/j.atmosres.2012.04.004
    • Stensrud, D. J., and Coauthors, 2013: Progress and challenges with Warn-on-Forecast. Atmos. Res., 123, 2-16, doi:10.1016/ j.atmosres.2012.04.004.
    • (2013) Atmos. Res. , vol.123 , pp. 2-16
    • Stensrud, D.J.1
  • 62
    • 0035245587 scopus 로고    scopus 로고
    • Real-time low-level wind and temperature analysis using single WSR-88D data
    • Sun, J., and N. A. Crook, 2001: Real-time low-level wind and temperature analysis using single WSR-88D data. Wea. Forecasting, 16, 117-132.
    • (2001) Wea. Forecasting , vol.16 , pp. 117-132
    • Sun, J.1    Crook, N.A.2
  • 65
    • 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
  • 66
    • 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
  • 67
    • 33748999011 scopus 로고    scopus 로고
    • Boundary conditions for limitedarea ensemble Kalman filters
    • Torn, R. D., and 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
  • 68
    • 3943048755 scopus 로고    scopus 로고
    • The impact of hail size on simulated supercell storms
    • van den Heever, S. C., andW. R. Cotton, 2004: The impact of hail size on simulated supercell storms. J. Atmos. Sci., 61, 1596- 1609.
    • (2004) J. Atmos. Sci. , vol.61
    • van den Heever, S.C.1    Cotton, R.2
  • 69
    • 84864943518 scopus 로고    scopus 로고
    • Application of a WRF mesoscale data assimilation system to springtime severe weather events 2007-09
    • Wheatley, D. M., D. J. Stensrud, D. C. Dowell, and N. Yussouf, 2012: Application of a WRF mesoscale data assimilation system to springtime severe weather events 2007-09. Mon. Wea. Rev., 140, 1539-1557.
    • (2012) Mon. Wea. Rev. , vol.140 , pp. 1539-1557
    • Wheatley, D.M.1    Stensrud, D.J.2    Dowell, D.C.3    Yussouf, N.4
  • 70
    • 33644779514 scopus 로고    scopus 로고
    • An OSSE framework based on the ensemble square root Kalman filter for evaluating the impact of data from radar networks on thunderstorm analysis and forecasting
    • Xue, M., M. Tong, and K. K. Droegemeier, 2006: An OSSE framework based on the ensemble square root Kalman filter for evaluating the impact of data from radar networks on thunderstorm analysis and forecasting. J. Atmos. Oceanic Technol., 23, 46-66.
    • (2006) J. Atmos. Oceanic Technol. , vol.23 , pp. 46-66
    • Xue, M.1    Tong, M.2    Droegemeier, K.K.3
  • 71
    • 77953185686 scopus 로고    scopus 로고
    • Impact of phased-array radar observations over a short assimilation period: Observing system simulation experiments using an ensemble Kalman filter
    • Yussouf, N., and D. J. Stensrud, 2010: Impact of phased-array radar observations over a short assimilation period: Observing system simulation experiments using an ensemble Kalman filter. Mon. Wea. Rev., 138, 517-538.
    • (2010) Mon. Wea. Rev. , vol.138 , pp. 517-538
    • Yussouf, N.1    Stensrud, D.J.2
  • 72
    • 84857067679 scopus 로고    scopus 로고
    • Comparison of single-parameter and multiparameter ensembles for assimilation of radar observations using the ensemble Kalman filter
    • Yussouf, N., and D. J. Stensrud, 2012: Comparison of single-parameter and multiparameter ensembles for assimilation of radar observations using the ensemble Kalman filter. Mon. Wea. Rev., 140, 562- 586.
    • (2012) Mon. Wea. Rev. , vol.140
    • Yussouf, N.1    Stensrud, D.J.2
  • 74
    • 77955568966 scopus 로고    scopus 로고
    • The impact of spatial variations of low-level stability on the life cycle of a simulated supercell storm
    • Ziegler, C. L., E. R. Mansell, J. M. Straka, D. R. MacGorman, and D. W. Burgess, 2010: The impact of spatial variations of low-level stability on the life cycle of a simulated supercell storm. Mon. Wea. Rev., 138, 1738-1766.
    • (2010) Mon. Wea. Rev. , vol.138 , pp. 1738-1766
    • Ziegler, C.L.1    Mansell, E.R.2    Straka, J.M.3    MacGorman, D.R.4    Burgess, D.W.5


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