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Volumn 142, Issue 2, 2014, Pages 716-738

Convection-permitting forecasts initialized with continuously cycling limited-area 3DVAR, ensemble kalman filter, and "hybrid" variational-ensemble data assimilation systems

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EID: 84893831900     PISSN: 00270644     EISSN: 15200493     Source Type: Journal    
DOI: 10.1175/MWR-D-13-00100.1     Document Type: Article
Times cited : (65)

References (91)
  • 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. Bourgeois, and X. N. Xio, 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 , Issue.897
    • Barker, D.M.1    Huang, W.2    Guo, Y.-R.3    Bourgeois, A.4    Xio, X.N.5
  • 2
    • 12144288506 scopus 로고    scopus 로고
    • An hourly assimilation- forecast cycle: The RUC
    • Benjamin, S. G., and Coauthors, 2004: An hourly assimilation- forecast cycle: The RUC. Mon. Wea. Rev., 132, 495-518.
    • (2004) Mon. Wea. Rev. , vol.132 , Issue.495
    • Benjamin, S.G.1
  • 3
    • 84893841726 scopus 로고    scopus 로고
    • From radar-enhanced RUC to the WRF-based Rapid Refresh
    • Preprints, 22nd Conf. on Weather Analysis and Forecasting/18th Conf. on Numerical Weather Prediction, Park City,UT,Amer.Meteor. Soc., J3.4. [Available online
    • Benjamin, S. G., and Coauthors, 2007: From radar-enhanced RUC to the WRF-based Rapid Refresh. Preprints, 22nd Conf. on Weather Analysis and Forecasting/18th Conf. on Numerical Weather Prediction, Park City,UT,Amer.Meteor. Soc., J3.4. [Available online at http://ams.confex.com/ams/pdfpapers/124827.pdf.]
    • (2007)
    • Benjamin, S.G.1
  • 4
    • 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 , Issue.2394
    • Bryan, G.H.1    Wyngaard, J.C.2    Fritsch, J.M.3
  • 5
    • 24944560859 scopus 로고    scopus 로고
    • Ensemble-derived stationary and flowdependent background error covariances: Evaluation in a quasi-operational NWP setting
    • Buehner, M., 2005: Ensemble-derived stationary and flowdependent background error covariances: Evaluation in a quasi-operational NWP setting. Quart. J. Roy. Meteor. Soc., 131, 1013-1043.
    • (2005) Quart. J. Roy. Meteor. Soc. , vol.131 , Issue.1013
    • Buehner, M.1
  • 6
    • 77953851971 scopus 로고    scopus 로고
    • Intercomparison of variational data assimilation and the ensemble Kalman filter for global deterministic NWP. Part II: One-month experiments with real observations
    • Buehner, M., P. L. Houtekamer, C. Charette, H. L. Mitchell, and B. He, 2010: Intercomparison of variational data assimilation and the ensemble Kalman filter for global deterministic NWP. Part II: One-month experiments with real observations. Mon. Wea. Rev., 138, 1567-1586.
    • (2010) Mon. Wea. Rev. , vol.138 , Issue.1567
    • 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 , Issue.1719
    • Burgers, G.1    van Leeuwen, P.J.2    Evensen, G.3
  • 8
    • 77953226947 scopus 로고    scopus 로고
    • Vertical covariance localization for satellite radiances in ensemble Kalman filters
    • Campbell, W. F., C. H. Bishop, and D. Hodyss, 2010: Vertical covariance localization for satellite radiances in ensemble Kalman filters. Mon. Wea. Rev., 138, 282-290.
    • (2010) Mon. Wea. Rev. , vol.138 , Issue.282
    • Campbell, W.F.1    Bishop, C.H.2    Hodyss, D.3
  • 9
    • 0035303091 scopus 로고    scopus 로고
    • Coupling an advanced land surface- hydrology model with the Penn State-NCAR MM5 modeling system. Part I: Model description and implementation
    • Chen, F., and J. Dudhia, 2001: Coupling an advanced land surface- hydrology model with the Penn State-NCAR MM5 modeling system. Part I: Model description and implementation. Mon. Wea. Rev., 129, 569-585.
    • (2001) Mon. Wea. Rev. , vol.129 , Issue.569
    • Chen, F.1    Dudhia, J.2
  • 10
    • 78149294761 scopus 로고    scopus 로고
    • Neighborhood-based verification of precipitation forecasts from convection-allowing NCAR WRF model simulations and the operational NAM
    • Clark, A. J., W. A. Gallus Jr., and M. L. Weisman, 2010: Neighborhood-based verification of precipitation forecasts from convection-allowing NCAR WRF model simulations and the operational NAM. Wea. Forecasting, 25, 1495- 1509.
    • (2010) Wea. Forecasting , vol.25 , pp. 1495-1509
    • Clark, A.J.1    Gallus Jr., W.A.2    Weisman, M.L.3
  • 11
    • 84868319478 scopus 로고    scopus 로고
    • Forecasting tornado pathlengths using a three-dimensional object identification algorithm applied to convection-allowing forecasts
    • Clark, A. J., J. S. Kain, P. T. Marsh, J. Correia,M. Xue, and F. Kong, 2012: Forecasting tornado pathlengths using a three-dimensional object identification algorithm applied to convection-allowing forecasts. Wea. Forecasting, 27, 1090-1113.
    • (2012) Wea. Forecasting , vol.27 , Issue.1090
    • Clark, A.J.1    Kain, J.S.2    Marsh, P.T.3    Correia, J.4    Xue, M.5    Kong, F.6
  • 13
    • 84884211015 scopus 로고    scopus 로고
    • Operational implementation of a hybrid ensemble/4D-Var global data assimilation system at the Met Office
    • doi:10.1002/qj.2054.
    • Clayton, A. M., A. C. Lorenc, and D. M. Barker, 2012: Operational implementation of a hybrid ensemble/4D-Var global data assimilation system at the Met Office. Quart. J. Roy. Meteor. Soc., 139, 1445-1461, doi:10.1002/qj.2054.
    • (2012) Quart. J. Roy. Meteor. Soc. , vol.139 , pp. 1445-1461
    • Clayton, A.M.1    Lorenc, A.C.2    Barker, D.M.3
  • 14
    • 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
  • 15
    • 0041803106 scopus 로고    scopus 로고
    • The choice of variable for atmospheric moisture analysis
    • Dee, D. P., and A. M. da Silva, 2003: The choice of variable for atmospheric moisture analysis. Mon. Wea. Rev., 131, 155-171.
    • (2003) Mon. Wea. Rev. , vol.131 , Issue.155
    • Dee, D.P.1    da Silva, A.M.2
  • 16
    • 28944448519 scopus 로고    scopus 로고
    • The next generation of NWP: Explicit forecasts of convection using the Weather Research and Forecasting (WRF) model
    • doi:10.1002/asl.72.
    • Done, J., C. A. Davis, and M. L. Weisman, 2004: The next generation of NWP: Explicit forecasts of convection using the Weather Research and Forecasting (WRF) model. Atmos. Sci. Lett., 5, 110-117, doi:10.1002/asl.72.
    • (2004) Atmos. Sci. Lett. , vol.5 , pp. 110-117
    • Done, J.1    Davis, C.A.2    Weisman, M.L.3
  • 17
    • 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 , Issue.1982
    • Dowell, D.C.1    Zhang, F.2    Wicker, L.J.3    Snyder, C.4    Crook, N.A.5
  • 18
    • 74549158775 scopus 로고    scopus 로고
    • Neighborhood verification: A strategy for rewarding close forecasts
    • Ebert, E. E., 2009: Neighborhood verification: A strategy for rewarding close forecasts. Wea. Forecasting, 24, 1498-1510.
    • (2009) Wea. Forecasting , vol.24 , Issue.1498
    • Ebert, E.E.1
  • 19
    • 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
  • 21
    • 84893841526 scopus 로고    scopus 로고
    • The development of a hybrid EnKF-3DVar algorithm for storm-scale data assimilation
    • Preprints, 25th Conf. Several Local Storms, Denver, CO, Amer. Meteor. Soc., P7.4. [Available online
    • Gao, J., M. Xue, and D. J. Stensrud, 2010: The development of a hybrid EnKF-3DVar algorithm for storm-scale data assimilation. Preprints, 25th Conf. Several Local Storms, Denver, CO, Amer. Meteor. Soc., P7.4. [Available online at https:// ams.confex.com/ams/pdfpapers/176004.pdf.]
    • (2010)
    • Gao, J.1    Xue, M.2    Stensrud, D.J.3
  • 22
    • 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 , Issue.723
    • Gaspari, G.1    Cohn, S.E.2
  • 23
    • 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 , Issue.2905
    • Hamill, T.M.1    Snyder, C.2
  • 24
    • 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, 2011a: 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
  • 25
    • 81355138523 scopus 로고    scopus 로고
    • Predictions of 2010's tropical cyclones using the GFS and ensemble-based data assimilation methods
    • Hamill, T. M., J. S. Whitaker, D. T. Kleist, M. Fiorino, and S. G. Benjamin, 2011b: Predictions of 2010's tropical cyclones using the GFS and ensemble-based data assimilation methods. Mon. Wea. Rev., 139, 3243-3247.
    • (2011) Mon. Wea. Rev. , vol.139 , pp. 3243-3247
    • Hamill, T.M.1    Whitaker, J.S.2    Kleist, D.T.3    Fiorino, M.4    Benjamin, S.G.5
  • 26
    • 38349185653 scopus 로고    scopus 로고
    • Predictability and error growth dynamics in cloud-resolving models
    • Hohenegger, C., and C. Schär, 2007: Predictability and error growth dynamics in cloud-resolving models. J. Atmos. Sci., 64, 4467-4478.
    • (2007) J. Atmos. Sci. , vol.64 , Issue.4467
    • Hohenegger, C.1    Schär, C.2
  • 27
    • 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 , Issue.796
    • Houtekamer, P.L.1    Mitchell, H.L.2
  • 28
    • 0000705199 scopus 로고
    • Diabatic digital filter initialization: Application to the HIRLAM model
    • Huang, X.-Y., and P. Lynch, 1993: Diabatic digital filter initialization: Application to the HIRLAM model. Mon. Wea. Rev., 121, 589-603.
    • (1993) Mon. Wea. Rev. , vol.121 , Issue.589
    • Huang, X.-Y.1    Lynch, P.2
  • 29
    • 64149103612 scopus 로고    scopus 로고
    • Four-dimensional variational data assimilation for WRF: Formulation and preliminary results
    • Huang, X.-Y., and Coauthors, 2009: Four-dimensional variational data assimilation for WRF: Formulation and preliminary results. Mon. Wea. Rev., 137, 299-314.
    • (2009) Mon. Wea. Rev. , vol.137 , Issue.299
    • Huang, X.-Y.1
  • 30
    • 50849139199 scopus 로고    scopus 로고
    • Radiative forcing by long-lived greenhouse gases: Calculations with the AER radiative transfer models
    • doi:10.1029/ 2008JD009944.
    • Iacono, M. J., J. S. Delamere, E. J. Mlawer, M. W. Shephard, S. A. Clough, and W. D. Collins, 2008: Radiative forcing by long-lived greenhouse gases: Calculations with the AER radiative transfer models. J. Geophys. Res., 113, D13103, doi:10.1029/ 2008JD009944.
    • (2008) J. Geophys. Res. , vol.113
    • Iacono, M.J.1    Delamere, J.S.2    Mlawer, E.J.3    Shephard, M.W.4    Clough, S.A.5    Collins, W.D.6
  • 31
    • 0028607757 scopus 로고
    • The step-mountain eta coordinate model: Further developments of the convection, viscous sublayer, and turbulence closure schemes
    • Janjić, 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 , Issue.927
    • Janjić, Z.I.1
  • 32
    • 10244262325 scopus 로고    scopus 로고
    • Nonsingular implementation of the Mellor-Yamada level 2.5 scheme in the NCEP Meso Model
    • NCEP Office Note 437. [Available online
    • Janjić, Z. I., 2002: Nonsingular implementation of the Mellor-Yamada level 2.5 scheme in the NCEP Meso Model. NCEP Office Note 437, 61 pp. [Available online at http://www.emc.ncep.noaa. gov/officenotes/newernotes/on437.pdf.]
    • (2002) , pp. 61
    • Janjić, Z.I.1
  • 33
    • 84868312043 scopus 로고    scopus 로고
    • Assimilating AIRS temperature and mixing ratio profiles using an ensemble Kalman filter approach for convective-scale forecasts
    • Jones, T. A., and D. J. Stensrud, 2012: Assimilating AIRS temperature and mixing ratio profiles using an ensemble Kalman filter approach for convective-scale forecasts. Wea. Forecasting, 27, 541-564.
    • (2012) Wea. Forecasting , vol.27 , Issue.541
    • Jones, T.A.1    Stensrud, D.J.2
  • 34
    • 84880749700 scopus 로고    scopus 로고
    • Evaluation of a forward operator to assimilate cloud water path into WRFDART
    • Jones, T. A., D. J. Stensrud, P. Minnis, and R. Palikonda, 2013: Evaluation of a forward operator to assimilate cloud water path into WRFDART. Mon. Wea. Rev., 141, 2272-2289.
    • (2013) Mon. Wea. Rev. , vol.141 , Issue.2272
    • Jones, T.A.1    Stensrud, D.J.2    Minnis, P.3    Palikonda, R.4
  • 35
    • 33646389558 scopus 로고    scopus 로고
    • Examination of convection-allowing configurations of the WRF model for the prediction of severe convective weather: The SPC/NSSL Spring Program 2004
    • Kain, J. S., S. J. Weiss, J. J. Levit, M. E. Baldwin, and D. R. Bright, 2006: Examination of convection-allowing configurations of the WRF model for the prediction of severe convective weather: The SPC/NSSL Spring Program 2004. Wea. Forecasting, 21, 167-181.
    • (2006) Wea. Forecasting , vol.21 , Issue.167
    • Kain, J.S.1    Weiss, S.J.2    Levit, J.J.3    Baldwin, M.E.4    Bright, D.R.5
  • 36
    • 60349094858 scopus 로고    scopus 로고
    • Some practical considerations regarding horizontal resolution in the first generation of operational convection-allowing NWP
    • Kain, J. S., and Coauthors, 2008: Some practical considerations regarding horizontal resolution in the first generation of operational convection-allowing NWP. Wea. Forecasting, 23, 931-952.
    • (2008) Wea. Forecasting , vol.23 , Issue.931
    • Kain, J.S.1
  • 38
    • 53649086816 scopus 로고    scopus 로고
    • Characteristics of highresolution versions of the Met Office Unified Model for forecasting convection over the United Kingdom
    • Lean, H. W., P. A. Clark, M. Dixon, N. M. Roberts, A. Fitch, R. Forbes, and C. Halliwell, 2008: Characteristics of highresolution versions of the Met Office Unified Model for forecasting convection over the United Kingdom. Mon. Wea. Rev., 136, 3408-3424.
    • (2008) Mon. Wea. Rev. , vol.136 , Issue.3408
    • Lean, H.W.1    Clark, P.A.2    Dixon, M.3    Roberts, N.M.4    Fitch, A.5    Forbes, R.6    Halliwell, C.7
  • 39
    • 0000630257 scopus 로고
    • Theoretical skill of Monte Carlo forecasts
    • Leith, C., 1974: Theoretical skill of Monte Carlo forecasts. Mon. Wea. Rev., 102, 409-418.
    • (1974) Mon. Wea. Rev. , vol.102 , Issue.409
    • Leith, C.1
  • 40
    • 34547689858 scopus 로고    scopus 로고
    • The NCEP stage II/IV hourly precipitation analyses: Development and applications
    • Preprints, 19th Conf. on Hydrology, San Diego, CA, Amer. Meteor. Soc., 1.2. [Available online
    • Lin, Y., and K. E. Mitchell, 2005: The NCEP stage II/IV hourly precipitation analyses: Development and applications. Preprints, 19th Conf. on Hydrology, San Diego, CA, Amer. Meteor. Soc., 1.2. [Available online at http://ams.confex.com/ams/ pdfpapers/83847.pdf].
    • (2005)
    • Lin, Y.1    Mitchell, K.E.2
  • 41
    • 0347709927 scopus 로고    scopus 로고
    • The potential of the ensemble Kalman filter for NWP-A comparison with 4D-VAR
    • Lorenc, A. C., 2003: The potential of the ensemble Kalman filter for NWP-A comparison with 4D-VAR. Quart. J. Roy. Meteor. Soc., 129, 3183-3203.
    • (2003) Quart. J. Roy. Meteor. Soc. , vol.129 , Issue.3183
    • Lorenc, A.C.1
  • 42
    • 17744394502 scopus 로고    scopus 로고
    • The Met. Office global threedimensional variational data assimilation scheme
    • doi:10.1002/qj.49712657002.
    • Lorenc, A. C., and Coauthors, 2000: The Met. Office global threedimensional variational data assimilation scheme. Quart. J. Roy.Meteor. Soc., 126, 2991-3012, doi:10.1002/qj.49712657002.
    • (2000) Quart. J. Roy.Meteor. Soc. , vol.126 , pp. 2991-3012
    • Lorenc, A.C.1
  • 43
    • 0000853495 scopus 로고
    • The predictability of a flow which possesses many scales of motion
    • Lorenz, E. N., 1969: The predictability of a flow which possesses many scales of motion. Tellus, 21, 289-307.
    • (1969) Tellus , vol.21 , Issue.289
    • Lorenz, E.N.1
  • 44
    • 84872040793 scopus 로고    scopus 로고
    • Practical and intrinsic predictability of severe and convective weather at the mesoscales
    • Melhauser, C., and F. Zhang, 2012: Practical and intrinsic predictability of severe and convective weather at the mesoscales. J. Atmos. Sci., 69, 3350-3371.
    • (2012) J. Atmos. Sci. , vol.69 , Issue.3350
    • Melhauser, C.1    Zhang, F.2
  • 45
    • 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 , Issue.851
    • Mellor, G.L.1    Yamada, T.2
  • 46
    • 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
  • 47
    • 57149138884 scopus 로고    scopus 로고
    • Test 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: Test 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
  • 48
    • 74549174769 scopus 로고    scopus 로고
    • Intercomparison of spatial forecast verification methods: Identifying skillful spatial scales using the fractions skill score
    • Mittermaier, M., and N. Roberts, 2010: Intercomparison of spatial forecast verification methods: Identifying skillful spatial scales using the fractions skill score. Wea. Forecasting, 25, 343-354.
    • (2010) Wea. Forecasting , vol.25 , Issue.343
    • Mittermaier, M.1    Roberts, N.2
  • 49
    • 77958470163 scopus 로고    scopus 로고
    • Ensemble Kalman filter and 4D-Var intercomparison with the Japanese Operational Global Analysis and Prediction System
    • Miyoshi, T., Y. Sato, and T. Kadowaki, 2010: Ensemble Kalman filter and 4D-Var intercomparison with the Japanese Operational Global Analysis and Prediction System. Mon. Wea. Rev., 138, 2846-2866.
    • (2010) Mon. Wea. Rev. , vol.138 , Issue.2846
    • Miyoshi, T.1    Sato, Y.2    Kadowaki, T.3
  • 50
    • 0000453046 scopus 로고    scopus 로고
    • Radiative transfer for inhomogeneous atmosphere: 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 atmosphere: RRTM, a validated correlated-k model for the longwave. J. Geophys. Res., 102, 16 663-16 682.
    • (1997) J. Geophys. Res. , vol.102 , pp. 16663-16682
    • Mlawer, E.J.1    Taubman, S.J.2    Brown, P.D.3    Iacono, M.J.4    Clough, S.A.5
  • 51
    • 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 , Issue.991
    • Morrison, H.1    Thompson, G.2    Tatarskii, V.3
  • 52
    • 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 , Issue.1747
    • Parrish, D.F.1    Derber, J.C.2
  • 53
    • 84883780658 scopus 로고    scopus 로고
    • Mixed resolution ensemble data assimilation
    • Rainwater, S., and B. Hunt, 2013: Mixed resolution ensemble data assimilation. Mon. Wea. Rev., 141, 3007-3021.
    • (2013) Mon. Wea. Rev. , vol.141 , Issue.3007
    • Rainwater, S.1    Hunt, B.2
  • 54
    • 39749151765 scopus 로고    scopus 로고
    • Scale-selective verification of rainfall accumulations from high-resolution forecasts of convective events
    • Roberts, N. M., and H. W. Lean, 2008: Scale-selective verification of rainfall accumulations from high-resolution forecasts of convective events. Mon. Wea. Rev., 136, 78-97.
    • (2008) Mon. Wea. Rev. , vol.136 , Issue.78
    • Roberts, N.M.1    Lean, H.W.2
  • 55
    • 77955525072 scopus 로고    scopus 로고
    • The NCEP North American Mesoscale modeling system: Recent changes and future plans
    • Preprints, 23rd Conf. on Weather Analysis and Forecasting/ 19th Conf. on Numerical Weather Prediction, Omaha, NE, Amer. Meteor. Soc., 2A.4. [Available online
    • Rogers, E., and Coauthors, 2009: The NCEP North American Mesoscale modeling system: Recent changes and future plans. Preprints, 23rd Conf. on Weather Analysis and Forecasting/ 19th Conf. on Numerical Weather Prediction, Omaha, NE, Amer. Meteor. Soc., 2A.4. [Available online at https://ams. confex.com/ams/pdfpapers/154114.pdf.]
    • (2009)
    • Rogers, E.1
  • 56
    • 84878283735 scopus 로고    scopus 로고
    • Model bias in a continuously cycled assimilation system and its influence on convection-permitting forecasts
    • Romine, G., C. S. Schwartz, C. Snyder, J. Anderson, and M. 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 , Issue.1263
    • Romine, G.1    Schwartz, C.S.2    Snyder, C.3    Anderson, J.4    Weisman, M.5
  • 57
    • 70350748596 scopus 로고    scopus 로고
    • Next-day convection-allowing WRF model guidance: A second look at 2-km versus 4-km grid spacing
    • Schwartz, C. S., and Coauthors, 2009: Next-day convection-allowing WRF model guidance: A second look at 2-km versus 4-km grid spacing. Mon. Wea. Rev., 137, 3351-3372.
    • (2009) Mon. Wea. Rev. , vol.137 , Issue.3351
    • Schwartz, C.S.1
  • 58
    • 77953584929 scopus 로고    scopus 로고
    • Toward improved convection-allowing ensembles: Model physics sensitivities and optimizing probabilistic guidance with small ensemble membership
    • Schwartz, C. S., and Coauthors, 2010: Toward improved convection-allowing ensembles: Model physics sensitivities and optimizing probabilistic guidance with small ensemble membership. Wea. Forecasting, 25, 263-280.
    • (2010) Wea. Forecasting , vol.25 , Issue.263
    • Schwartz, C.S.1
  • 59
    • 84884813239 scopus 로고    scopus 로고
    • Comparing limited-area 3DVAR and hybrid variationalensemble data assimilation methods for typhoon track forecasts: Sensitivity to outer loops and vortex relocation
    • Schwartz, C. S., Z. Liu, X.-Y. Huang, Y.-H. Kuo, and C.-T. Fong, 2013: Comparing limited-area 3DVAR and hybrid variationalensemble data assimilation methods for typhoon track forecasts: Sensitivity to outer loops and vortex relocation. Mon. Wea. Rev., 141, 4350-4372.
    • (2013) Mon. Wea. Rev. , vol.141 , Issue.4350
    • Schwartz, C.S.1    Liu, Z.2    Huang, X.-Y.3    Kuo, Y.-H.4    Fong, C.-T.5
  • 60
    • 64149109408 scopus 로고    scopus 로고
    • The Impact of positivedefinite moisture transport on NWP precipitation forecasts
    • Skamarock, W. C., and M. L. Weisman, 2009: The Impact of positivedefinite moisture transport on NWP precipitation forecasts. Mon. Wea. Rev., 137, 488-494.
    • (2009) Mon. Wea. Rev. , vol.137 , Issue.488
    • Skamarock, W.C.1    Weisman, M.L.2
  • 61
    • 27744544521 scopus 로고    scopus 로고
    • A description of the Advanced Research WRF version 3. NCAR Tech Note NCAR/TN- 4751STR, 113 pp. [Available from UCAR Communications, P.O. Box 3000, Boulder, CO 80307.]
    • Skamarock, W. C., and Coauthors, 2008: A description of the Advanced Research WRF version 3. NCAR Tech Note NCAR/TN- 4751STR, 113 pp. [Available from UCAR Communications, P.O. Box 3000, Boulder, CO 80307.]
    • (2008)
    • Skamarock, W.C.1
  • 62
    • 70450187330 scopus 로고    scopus 로고
    • Convection forecasts from the hourly updated, 3-km High-Resolution Rapid Refresh (HRRR) model
    • Preprints, 24th Conf. on Severe Local Storms, Savannah, GA,Amer.Meteor. Soc., 11.1. [Available online
    • Smith, T. L., S.G. Benjamin, J. M. Brown, S. Weygandt, T. Smirnova, and B. Schwartz, 2008: Convection forecasts from the hourly updated, 3-km High-Resolution Rapid Refresh (HRRR) model. Preprints, 24th Conf. on Severe Local Storms, Savannah, GA,Amer.Meteor. Soc., 11.1. [Available online at https:// ams.confex.com/ams/pdfpapers/142055.pdf.]
    • (2008)
    • Smith, T.L.1    Benjamin, S.G.2    Brown, J.M.3    Weygandt, S.4    Smirnova, T.5    Schwartz, B.6
  • 63
    • 0000686029 scopus 로고
    • A class of monotone interpolation schemes
    • Smolarkiewicz, P. K., and G. A. Grell, 1992: A class of monotone interpolation schemes. J. Comput. Phys., 101, 431-440.
    • (1992) J. Comput. Phys. , vol.101 , Issue.431
    • Smolarkiewicz, P.K.1    Grell, G.A.2
  • 64
    • 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 , Issue.1663
    • Snyder, C.1    Zhang, F.2
  • 65
    • 81855177037 scopus 로고    scopus 로고
    • Probabilistic forecast guidance for severe thunderstorms based on the identification of extreme phenomena in convection-allowing model forecasts
    • Sobash, R. A., J. S. Kain, D. R. Bright, A. R. Dean, M. C. Coniglio, and S. J. Weiss, 2011: Probabilistic forecast guidance for severe thunderstorms based on the identification of extreme phenomena in convection-allowing model forecasts. Wea. Forecasting, 26, 714-728.
    • (2011) Wea. Forecasting , vol.26 , Issue.714
    • Sobash, R.A.1    Kain, J.S.2    Bright, D.R.3    Dean, A.R.4    Coniglio, M.C.5    Weiss, S.J.6
  • 66
    • 70450178185 scopus 로고    scopus 로고
    • Convective-scale warn-onforecast system
    • Stensrud, D. J., and Coauthors, 2009: Convective-scale warn-onforecast system. Bull. Amer. Meteor. Soc., 90, 1487-1499.
    • (2009) Bull. Amer. Meteor. Soc. , vol.90 , Issue.1487
    • Stensrud, D.J.1
  • 67
    • 84874988565 scopus 로고    scopus 로고
    • EnKF assimilation of highresolution, mobile Doppler radar data of the 4 May 2007 Greensburg, Kansas, supercell into a numerical cloud model
    • Tanamachi, R. L., L. J. Wicker, D. C. Dowell, H. B. Bluestein, D. T. Dawson, and M. Xue, 2013: EnKF assimilation of highresolution, mobile Doppler radar data of the 4 May 2007 Greensburg, Kansas, supercell into a numerical cloud model. Mon. Wea. Rev., 141, 625-648.
    • (2013) Mon. Wea. Rev. , vol.141 , Issue.625
    • Tanamachi, R.L.1    Wicker, L.J.2    Dowell, D.C.3    Bluestein, H.B.4    Dawson, D.T.5    Xue, M.6
  • 68
    • 46749105418 scopus 로고    scopus 로고
    • Explicit forecasts of winter precipitation using an improved bulk microphysics scheme. Part II: Implementation of a new snow parameterization
    • Thompson, G., P. R. Field, R. M. Rasmussen, and W. D. Hall, 2008: Explicit forecasts of winter precipitation using an improved bulk microphysics scheme. Part II: Implementation of a new snow parameterization. Mon. Wea. Rev., 136, 5095-5115.
    • (2008) Mon. Wea. Rev. , vol.136 , Issue.5095
    • Thompson, G.1    Field, P.R.2    Rasmussen, R.M.3    Hall, W.D.4
  • 69
    • 0024907516 scopus 로고
    • A comprehensive mass flux scheme for cumulus parameterization in large-scale models
    • Tiedtke, M., 1989: A comprehensive mass flux scheme for cumulus parameterization in large-scale models. Mon. Wea. Rev., 117, 1779-1800.
    • (1989) Mon. Wea. Rev. , vol.117 , Issue.1779
    • Tiedtke, M.1
  • 70
    • 78650979599 scopus 로고    scopus 로고
    • Performance of a mesoscale ensemble Kalman filter (EnKF) during the NOAA High-Resolution Hurricane Test
    • Torn, R. D., 2010: Performance of a mesoscale ensemble Kalman filter (EnKF) during the NOAA High-Resolution Hurricane Test. Mon. Wea. Rev., 138, 4375-4392.
    • (2010) Mon. Wea. Rev. , vol.138 , Issue.4375
    • Torn, R.D.1
  • 71
    • 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 , Issue.2817
    • Torn, R.D.1    Hakim, G.J.2
  • 72
    • 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
  • 73
    • 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 , Issue.2990
    • Wang, X.1
  • 74
    • 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 , Issue.868
    • Wang, X.1
  • 75
    • 62749149846 scopus 로고    scopus 로고
    • A hybrid ETKF-3DVARdata assimilation scheme for theWRFmodel. Part I: Observing system simulation experiment
    • Wang, X., D. Barker, C. Snyder, and T. M. Hamill, 2008a: A hybrid ETKF-3DVARdata assimilation scheme for theWRFmodel. 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.2    Snyder, C.3    Hamill, T.M.4
  • 76
    • 64149125046 scopus 로고    scopus 로고
    • A hybrid ETKF-3DVAR data assimilation scheme for the WRF model. Part II: Real observation experiments
    • Wang, X., D. Barker, C. Snyder, and T. M. Hamill, 2008b: A hybrid ETKF-3DVAR data assimilation scheme for the WRF model. Part II: Real observation experiments. Mon. Wea. Rev., 136, 5132-5147.
    • (2008) Mon. Wea. Rev. , vol.136 , Issue.5132
    • Wang, X.1    Barker, D.2    Snyder, C.3    Hamill, T.M.4
  • 77
    • 84888405318 scopus 로고    scopus 로고
    • GSI 3DVAR-based ensemble-variational hybrid data assimilation for NCEP Global Forecast System: Single-resolution experiments
    • Wang, X., D. F. Parrish, D. T. Kleist, and J. S. Whitaker, 2013: GSI 3DVAR-based ensemble-variational hybrid data assimilation for NCEP Global Forecast System: Single-resolution experiments. Mon. Wea. Rev., 141, 4098-4117.
    • (2013) Mon. Wea. Rev. , vol.141 , Issue.4098
    • Wang, X.1    Parrish, D.F.2    Kleist, D.T.3    Whitaker, J.S.4
  • 78
    • 48649108162 scopus 로고    scopus 로고
    • Experiences with 0-36-h explicit convective forecasts with the WRF-ARW model
    • Weisman, M. L., C. A. Davis, W. Wang, K. W. Manning, and J. B. Klemp, 2008: Experiences with 0-36-h explicit convective forecasts with the WRF-ARW model. Wea. Forecasting, 23, 407-437.
    • (2008) Wea. Forecasting , vol.23 , Issue.407
    • Weisman, M.L.1    Davis, C.A.2    Wang, W.3    Manning, K.W.4    Klemp, J.B.5
  • 79
    • 84880026151 scopus 로고    scopus 로고
    • The 8 May 2009 Superderecho: Analysis of a real-time explicit convective forecast
    • Weisman, M. L., C. Evans, and L. Bosart, 2013: The 8 May 2009 Superderecho: Analysis of a real-time explicit convective forecast. Wea. Forecasting, 28, 863-892.
    • (2013) Wea. Forecasting , vol.28 , Issue.863
    • Weisman, M.L.1    Evans, C.2    Bosart, L.3
  • 80
    • 0036646009 scopus 로고    scopus 로고
    • Ensemble data assimilation without perturbed observations
    • Whitaker, J. S., and T. M. Hamill, 2002: Ensemble data assimilation without perturbed observations. Mon. Wea. Rev., 130, 1913- 1924.
    • (2002) Mon. Wea. Rev. , vol.130 , pp. 1913-1924
    • Whitaker, J.S.1    Hamill, T.M.2
  • 81
    • 84867956219 scopus 로고    scopus 로고
    • Evaluating methods to account for system errors in ensemble data assimilation
    • Whitaker, J. S., and T. M. Hamill, 2012: Evaluating methods to account for system errors in ensemble data assimilation. Mon. Wea. Rev., 140, 3078-3089.
    • (2012) Mon. Wea. Rev. , vol.140 , Issue.3078
    • Whitaker, J.S.1    Hamill, T.M.2
  • 82
    • 44449095043 scopus 로고    scopus 로고
    • Ensemble data assimilation with the NCEP Global Forecast System
    • Whitaker, J. S., and T. M. Hamill, X. Wei, Y. Song, and Z. Toth, 2008: Ensemble data assimilation with the NCEP Global Forecast System. Mon. Wea. Rev., 136, 463-482.
    • (2008) Mon. Wea. Rev. , vol.136 , Issue.463
    • Whitaker, J.S.1    Hamill, T.M.2    Wei, X.3    Song, Y.4    Toth, Z.5
  • 83
    • 0036968196 scopus 로고    scopus 로고
    • Three-dimensional variational analysis with spatially inhomogeneous covariances
    • Wu, W.-S., D. F. Parrish, and R. J. Purser, 2002: Three-dimensional variational analysis with spatially inhomogeneous covariances. Mon. Wea. Rev., 130, 2905-2916.
    • (2002) Mon. Wea. Rev. , vol.130 , Issue.2905
    • Wu, W.-S.1    Parrish, D.F.2    Purser, R.J.3
  • 84
    • 84862930907 scopus 로고    scopus 로고
    • Improved representation of boundary layer clouds over the southeast Pacific in ARW-WRF using a modified Tiedtke cumulus parameterization scheme
    • Zhang, C., Y. Wang, and K. Hamilton, 2011: Improved representation of boundary layer clouds over the southeast Pacific in ARW-WRF using a modified Tiedtke cumulus parameterization scheme. Mon. Wea. Rev., 139, 3489-3513.
    • (2011) Mon. Wea. Rev. , vol.139 , Issue.3489
    • Zhang, C.1    Wang, Y.2    Hamilton, K.3
  • 85
    • 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 , Issue.1173
    • Zhang, F.1    Snyder, C.2    Rotunno, R.3
  • 86
    • 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 , Issue.1238
    • Zhang, F.1    Snyder, C.2    Sun, J.3
  • 87
    • 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 , Issue.2105
    • Zhang, F.1    Weng, Y.2    Sippel, J.A.3    Meng, Z.4    Bishop, C.H.5
  • 88
    • 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 , Issue.1
    • Zhang, F.1    Zhang, M.2    Hansen, J.A.3
  • 89
    • 84875661845 scopus 로고    scopus 로고
    • E3DVar: Coupling an ensemble Kalman filter with three-dimensional variational data assimilation in a limited-area weather prediction model and comparison to E4DVar
    • Zhang, F., M. Zhang, and J. Poterjoy, 2013: E3DVar: Coupling an ensemble Kalman filter with three-dimensional variational data assimilation in a limited-area weather prediction model and comparison to E4DVar. Mon. Wea. Rev., 141, 900-917.
    • (2013) Mon. Wea. Rev. , vol.141 , Issue.900
    • Zhang, F.1    Zhang, M.2    Poterjoy, J.3
  • 90
    • 84863173809 scopus 로고    scopus 로고
    • E4DVar: Coupling an ensemble Kalman filter with four-dimensional variational data assimilation in a limited-area weather prediction model
    • Zhang, M., and F. Zhang, 2012: E4DVar: Coupling an ensemble Kalman filter with four-dimensional variational data assimilation in a limited-area weather prediction model. Mon. Wea. Rev., 140, 587-600.
    • (2012) Mon. Wea. Rev. , vol.140 , Issue.587
    • Zhang, M.1    Zhang, F.2
  • 91
    • 79953213364 scopus 로고    scopus 로고
    • Intercomparison of an ensemble Kalman filter with three- and four-dimensional variational data assimilation methods in a limited-area model over the month of June 2003
    • Zhang, M., F. Zhang, X.-Y. Huang, and X. Zhang, 2011: Intercomparison of an ensemble Kalman filter with three- and four-dimensional variational data assimilation methods in a limited-area model over the month of June 2003. Mon. Wea. Rev., 139, 566-572.
    • (2011) Mon. Wea. Rev. , vol.139 , Issue.566
    • Zhang, M.1    Zhang, F.2    Huang, X.-Y.3    Zhang, X.4


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