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Volumn 143, Issue 9, 2015, Pages 3454-3477

Sensitivity of limited-area hybrid variational-ensemble analyses and forecasts to ensemble perturbation resolution

Author keywords

Data assimilation; Mesoscale forecasting; Mesoscale models; Model evaluation performance; Numerical weather prediction forecasting

Indexed keywords

BOUNDARY LAYERS; FORECASTING; HURRICANES; HYBRID SYSTEMS;

EID: 84945162590     PISSN: 00270644     EISSN: 15200493     Source Type: Journal    
DOI: 10.1175/MWR-D-14-00259.1     Document Type: Article
Times cited : (35)

References (73)
  • 1
    • 0035655814 scopus 로고    scopus 로고
    • An ensemble adjustment Kalman filter for data assimilation
    • Anderson, J. L., 2001: An ensemble adjustment Kalman filter for data assimilation. Mon. Wea. Rev., 129, 2884-2903, doi: 10.1175/1520-0493(2001)129, 2884: AEAKFF.2.0.CO;2.
    • (2001) Mon. Wea. Rev , vol.129 , pp. 2884-2903
    • Anderson, J.L.1
  • 2
    • 0042821672 scopus 로고    scopus 로고
    • Alocal least squares framework for ensemble filtering
    • Anderson, J. L., 2003: Alocal least squares framework for ensemble filtering. Mon. Wea. Rev., 131, 634-642, doi: 10.1175/1520-0493(2003)131, 0634: ALLSFF.2.0.CO;2.
    • (2003) Mon. Wea. Rev , vol.131 , pp. 634-642
    • Anderson, J.L.1
  • 3
    • 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, doi: 10.1111/j.1600-0870.2008.00361.x.
    • (2009) Tellus , vol.61A , pp. 72-83
    • Anderson, J.L.1
  • 5
    • 31344446619 scopus 로고    scopus 로고
    • Southern high-latitude ensemble data assimilation in the Antarctic Mesoscale Prediction System
    • Barker, D. M., 2005: Southern high-latitude ensemble data assimilation in the Antarctic Mesoscale Prediction System. Mon. Wea. Rev., 133, 3431-3449, doi: 10.1175/MWR3042.1.
    • (2005) Mon. Wea. Rev , vol.133 , pp. 3431-3449
    • Barker, D.M.1
  • 6
    • 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, doi: 10.1175/1520-0493(2004)132, 0897: ATVDAS.2.0.CO;2.
    • (2004) Mon. Wea. Rev , vol.132 , pp. 897-914
    • Barker, D.M.1    Huang, W.2    Guo, Y.-R.3    Bourgeois, A.4    Xio, X.N.5
  • 7
    • 84863698671 scopus 로고    scopus 로고
    • The Weather Research and Forecasting Model's Community Variational/Ensemble Data Assimilation System: WRFDA
    • Barker, D. M., and Coauthors, 2012: The Weather Research and Forecasting Model's Community Variational/Ensemble Data Assimilation System: WRFDA. Bull. Amer. Meteor. Soc., 93, 831-843, doi: 10.1175/BAMS-D-11-00167.1.
    • (2012) Bull. Amer. Meteor. Soc , vol.93 , pp. 831-843
    • Barker, D.M.1
  • 8
    • 79954486545 scopus 로고    scopus 로고
    • Model uncertainty in a mesoscale ensemble prediction system: Stochastic versus multiphysics representations
    • Berner, J., S.-Y. Ha, J. P. Hacker, A. Fournier, and C. Snyder, 2011: Model uncertainty in a mesoscale ensemble prediction system: Stochastic versus multiphysics representations. Mon. Wea. Rev., 139, 1972-1995, doi: 10.1175/2010MWR3595.1.
    • (2011) Mon. Wea. Rev , vol.139 , pp. 1972-1995
    • Berner, J.1    Ha, S.-Y.2    Hacker, J.P.3    Fournier, A.4    Snyder, C.5
  • 9
    • 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, doi: 10.1256/qj.04.15.
    • (2005) Quart. J. Roy. Meteor. Soc , vol.131 , pp. 1013-1043
    • Buehner, M.1
  • 10
    • 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, doi: 10.1175/2009MWR3158.1.
    • (2010) Mon. Wea. Rev , vol.138 , pp. 1567-1586
    • Buehner, M.1    Houtekamer, P.L.2    Charette, C.3    Mitchell, H.L.4    He, B.5
  • 11
    • 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, doi: 10.1175/1520-0493(1998)126, 1719: ASITEK.2.0.CO;2.
    • (1998) Mon. Wea. Rev , vol.126 , pp. 1719-1724
    • Burgers, G.1    van Leeuwen, P.J.2    Evensen, G.3
  • 12
    • 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, doi: 10.1175/2009MWR3017.1.
    • (2010) Mon. Wea. Rev , vol.138 , pp. 282-290
    • Campbell, W.F.1    Bishop, C.H.2    Hodyss, D.3
  • 13
    • 84871880523 scopus 로고    scopus 로고
    • Evaluation of the Advanced Hurricane WRF data assimilation system for the 2009 Atlantic hurricane season
    • Cavallo, S. M., R. D. Torn, C. Snyder, C. Davis, W. Wang, and J. Done, 2013: Evaluation of the Advanced Hurricane WRF data assimilation system for the 2009 Atlantic hurricane season. Mon. Wea. Rev., 141, 523-541, doi: 10.1175/MWR-D-12-00139.1.
    • (2013) Mon. Wea. Rev , vol.141 , pp. 523-541
    • Cavallo, S.M.1    Torn, R.D.2    Snyder, C.3    Davis, C.4    Wang, W.5    Done, J.6
  • 14
    • 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, doi: 10.1175/1520-0493(2001)129, 0569: CAALSH.2.0.CO;2.
    • (2001) Mon. Wea. Rev , vol.129 , pp. 569-585
    • Chen, F.1    Dudhia, J.2
  • 15
    • 0003969010 scopus 로고
    • An efficient thermal infrared radiation parameterization for use in general circulation models
    • Chou, M.-D., and M. J. Suarez, 1994: An efficient thermal infrared radiation parameterization for use in general circulation models. NASA Tech. Memo. 104606, Vol. 3, 85 pp.
    • (1994) NASA Tech. Memo. 104606 , vol.3 , pp. 85
    • Chou, M.-D.1    Suarez, M.J.2
  • 16
    • 84884211015 scopus 로고    scopus 로고
    • Operational implementation of a hybrid ensemble/4D-Var global data assimilation system at the Met Office
    • 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
  • 17
    • 0028561614 scopus 로고
    • Astrategy for operational implementation of 4D-Var, using an incremental approach
    • Courtier, P., J.-N. Th�paut, and A. Hollingsworth, 1994: Astrategy for operational implementation of 4D-Var, using an incremental approach. Quart. J. Roy. Meteor. Soc., 120, 1367-1387, doi: 10.1002/qj.49712051912.
    • (1994) Quart. J. Roy. Meteor. Soc , vol.120 , pp. 1367-1387
    • Courtier, P.1    Th�paut, J.-N.2    Hollingsworth, A.3
  • 18
    • 78650997341 scopus 로고    scopus 로고
    • Does increased horizontal resolution improve hurricane wind forecasts?
    • Davis, C., W. Wang, J. Dudhia, and R. Torn, 2010: Does increased horizontal resolution improve hurricane wind forecasts? Wea. Forecasting, 25, 1826-1841, doi: 10.1175/2010WAF2222423.1.
    • (2010) Wea. Forecasting , vol.25 , pp. 1826-1841
    • Davis, C.1    Wang, W.2    Dudhia, J.3    Torn, R.4
  • 19
    • 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, doi: 10.1175/2008JTECHA1156.1.
    • (2009) J. Atmos. Oceanic Technol , vol.26 , pp. 911-927
    • Dowell, D.C.1    Wicker, L.J.2
  • 20
    • 51849084868 scopus 로고    scopus 로고
    • Tropical cyclone structure (TCS08) field experiment science basis, observational platforms, and strategy
    • Elsberry, R. L., and P. A. Harr, 2008: Tropical cyclone structure (TCS08) field experiment science basis, observational platforms, and strategy. Asia-Pac. J. Atmos. Sci., 44, 209-231.
    • (2008) Asia-Pac. J. Atmos. Sci , vol.44 , pp. 209-231
    • Elsberry, R.L.1    Harr, P.A.2
  • 21
    • 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, doi: 10.1029/94JC00572.
    • (1994) J. Geophys. Res , vol.99 , pp. 10143-10162
    • Evensen, G.1
  • 22
    • 44449142391 scopus 로고    scopus 로고
    • An efficient dual-resolution approach for ensemble data assimilation and tests with assimilated Doppler radar data
    • Gao, J., and M. Xue, 2008: An efficient dual-resolution approach for ensemble data assimilation and tests with assimilated Doppler radar data. Mon. Wea. Rev., 136, 945-963, doi: 10.1175/2007MWR2120.1.
    • (2008) Mon. Wea. Rev , vol.136 , pp. 945-963
    • Gao, J.1    Xue, M.2
  • 23
    • 84890090829 scopus 로고    scopus 로고
    • The development of a hybrid EnKF-3DVAR algorithm for storm-scale data assimilation
    • Gao, J., M. Xue, and D. J. Stensrud, 2013: The development of a hybrid EnKF-3DVAR algorithm for storm-scale data assimilation. Adv. Meteor., 2013, 512656, doi: 10.1155/2013/512656.
    • (2013) Adv. Meteor , vol.2013 , pp. 512656
    • Gao, J.1    Xue, M.2    Stensrud, D.J.3
  • 24
    • 84897457111 scopus 로고    scopus 로고
    • Influence of surface observations in mesoscale data assimilation using an ensemble Kalman filter
    • Ha, S.-Y., and C. Snyder, 2014: Influence of surface observations in mesoscale data assimilation using an ensemble Kalman filter. Mon. Wea. Rev., 142, 1489-1508, doi: 10.1175/MWR-D-13-00108.1.
    • (2014) Mon. Wea. Rev , vol.142 , pp. 1489-1508
    • Ha, S.-Y.1    Snyder, C.2
  • 25
    • 0033117844 scopus 로고    scopus 로고
    • Hypothesis tests for evaluating numerical precipitation forecasts
    • Hamill, T. M., 1999: Hypothesis tests for evaluating numerical precipitation forecasts. Wea. Forecasting, 14, 155-167, doi: 10.1175/1520-0434(1999)014, 0155: HTFENP.2.0.CO;2.
    • (1999) Wea. Forecasting , vol.14 , pp. 155-167
    • Hamill, T.M.1
  • 26
    • 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, doi: 10.1175/1520-0493(2000)128, 2905: AHEKFV.2.0.CO;2.
    • (2000) Mon. Wea. Rev , vol.128 , pp. 2905-2919
    • Hamill, T.M.1    Snyder, C.2
  • 27
    • 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, 2011: Predictions of 2010's tropical cyclones using the GFS and ensemble-based data assimilation methods. Mon. Wea. Rev., 139, 3243-3247, doi: 10.1175/MWR-D-11-00079.1.
    • (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
  • 28
    • 33749016495 scopus 로고    scopus 로고
    • A new vertical diffusion package with an explicit treatment of entrainment processes
    • Hong, S.-Y., Y. Noh, and J. Dudhia, 2006: A new vertical diffusion package with an explicit treatment of entrainment processes. Mon. Wea. Rev., 134, 2318-2341, doi: 10.1175/MWR3199.1.
    • (2006) Mon. Wea. Rev , vol.134 , pp. 2318-2341
    • Hong, S.-Y.1    Noh, Y.2    Dudhia, J.3
  • 29
    • 0032024819 scopus 로고    scopus 로고
    • Data assimilation using an ensemble Kalman filter technique.Mon
    • Houtekamer, P. L., and H. L. Mitchell, 1998: Data assimilation using an ensemble Kalman filter technique.Mon. Wea. Rev., 126, 796-811, doi: 10.1175/1520-0493(1998)126, 0796: DAUAEK.2.0.CO;2.
    • (1998) Wea. Rev , vol.126 , pp. 796-811
    • Houtekamer, P.L.1    Mitchell, H.L.2
  • 30
    • 13244288261 scopus 로고    scopus 로고
    • Atmospheric data assimilation with an ensemble Kalman filter: Results with real observations
    • Houtekamer, P. L., H. L. Mitchell, G. Pellerin, M. Buehner, M. Charron, L. Spacek, and B. Hansen, 2005: Atmospheric data assimilation with an ensemble Kalman filter: Results with real observations. Mon. Wea. Rev., 133, 604-620, doi: 10.1175/MWR-2864.1.
    • (2005) Mon. Wea. Rev , vol.133 , pp. 604-620
    • Houtekamer, P.L.1    Mitchell, H.L.2    Pellerin, G.3    Buehner, M.4    Charron, M.5    Spacek, L.6    Hansen, B.7
  • 31
    • 77958451195 scopus 로고    scopus 로고
    • A vortex relocation scheme for tropical cyclone initialization in Advanced Research WRF
    • Hsiao, L. F., C. S. Liou, T. C. Yeh, Y. R. Guo, D. S. Chen, K. N. Huang, C. T. Terng, and J. H. Chen, 2010: A vortex relocation scheme for tropical cyclone initialization in Advanced Research WRF. Mon. Wea. Rev., 138, 3298-3315, doi: 10.1175/2010MWR3275.1.
    • (2010) Mon. Wea. Rev , vol.138 , pp. 3298-3315
    • Hsiao, L.F.1    Liou, C.S.2    Yeh, T.C.3    Guo, Y.R.4    Chen, D.S.5    Huang, K.N.6    Terng, C.T.7    Chen, J.H.8
  • 32
    • 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, doi: 10.1175/1520-0493(1993)121, 0589: DDFIAT.2.0.CO;2.
    • (1993) Mon. Wea. Rev , vol.121 , pp. 589-603
    • Huang, X.-Y.1    Lynch, P.2
  • 33
    • 1342310488 scopus 로고    scopus 로고
    • The Kain-Fritsch convective parameterization: An update
    • Kain, J. S., 2004: The Kain-Fritsch convective parameterization: An update. J. Appl. Meteor., 43, 170-181, doi: 10.1175/1520-0450(2004)043, 0170: TKCPAU.2.0.CO;2.
    • (2004) J. Appl. Meteor , vol.43 , pp. 170-181
    • Kain, J.S.1
  • 34
    • 0025592294 scopus 로고
    • A one-dimensional entraining/detraining plume model and its application in convective parameterization
    • Kain, J. S., and J. M. Fritsch, 1990: A one-dimensional entraining/detraining plume model and its application in convective parameterization. J. Atmos. Sci., 47, 2784-2802, doi: 10.1175/1520-0469(1990)047, 2784: AODEPM.2.0.CO;2.
    • (1990) J. Atmos. Sci , vol.47 , pp. 2784-2802
    • Kain, J.S.1    Fritsch, J.M.2
  • 36
    • 84921502065 scopus 로고    scopus 로고
    • An OSSE-based evaluation of hybrid variational-ensemble data assimilation for the NCEP GF. Part I: System description and 3D-hybrid results
    • Kleist, D. T., and K. Ide, 2015: An OSSE-based evaluation of hybrid variational-ensemble data assimilation for the NCEP GFS. Part I: System description and 3D-hybrid results. Mon. Wea. Rev., 143, 433-451, doi: 10.1175/MWR-D-13-00351.1.
    • (2015) Mon. Wea. Rev , vol.143 , pp. 433-451
    • Kleist, D.T.1    Ide, K.2
  • 37
    • 84881274951 scopus 로고    scopus 로고
    • Comparison of hybrid ensemble/4DVar and 4DVar within the NAVDAS-AR data assimilation framework
    • Kuhl, D.D., T. E. Rosmond, C. H. Bishop, J.McLay, and N. L. Baker, 2013: Comparison of hybrid ensemble/4DVar and 4DVar within the NAVDAS-AR data assimilation framework. Mon. Wea. Rev., 141, 2740-2758, doi: 10.1175/MWR-D-12-00182.1.
    • (2013) Mon. Wea. Rev , vol.141 , pp. 2740-2758
    • Kuhl, D.D.1    Rosmond, T.E.2    Bishop, C.H.3    McLay, J.4    Baker, N.L.5
  • 38
    • 84930380841 scopus 로고    scopus 로고
    • Implementation of a dynamic equation constraint based on the steady state momentum equations within the WRF hybrid ensemble-3DVar data assimilation system and test with radar T-TREC wind assimilation for Tropical Cyclone Chanthu (2010)
    • Li, X., J. Ming, M. Xue, Y. Wang, and K. Zhao, 2015: Implementation of a dynamic equation constraint based on the steady state momentum equations within the WRF hybrid ensemble-3DVar data assimilation system and test with radar T-TREC wind assimilation for Tropical Cyclone Chanthu (2010). J. Geophys. Res. Atmos., 120, 4017-4039, doi: 10.1002/2014JD022706.
    • (2015) J. Geophys. Res. Atmos , vol.120 , pp. 4017-4039
    • Li, X.1    Ming, J.2    Xue, M.3    Wang, Y.4    Zhao, K.5
  • 39
    • 84867026914 scopus 로고    scopus 로고
    • Assimilation of radar radial velocity data with the WRF ensemble-3DVAR hybrid system for the prediction of Hurricane Ike (2008)
    • Li, Y., X. Wang, and M. Xue, 2012: Assimilation of radar radial velocity data with the WRF ensemble-3DVAR hybrid system for the prediction of Hurricane Ike (2008). Mon. Wea. Rev., 140, 3507-3524, doi: 10.1175/MWR-D-12-00043.1.
    • (2012) Mon. Wea. Rev , vol.140 , pp. 3507-3524
    • Li, Y.1    Wang, X.2    Xue, M.3
  • 40
    • 0347709927 scopus 로고    scopus 로고
    • The potential of the ensemble Kalman filter for NWP-Acomparisonwith 4D-VAR
    • Lorenc, A. C., 2003: The potential of the ensemble Kalman filter for NWP-Acomparisonwith 4D-VAR.Quart. J.Roy.Meteor. Soc., 129, 3183-3203, doi: 10.1256/qj.02.132.
    • (2003) Quart. J.Roy.Meteor. Soc , vol.129 , pp. 3183-3203
    • Lorenc, A.C.1
  • 41
    • 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, doi: 10.1111/j.2153-3490.1969.tb00444.x.
    • (1969) Tellus , vol.21 , pp. 289-307
    • Lorenz, E.N.1
  • 42
    • 0000177937 scopus 로고    scopus 로고
    • The Dolph-Chebyshev window: A simple optimal filter
    • Lynch, P., 1997: The Dolph-Chebyshev window: A simple optimal filter. Mon. Wea. Rev., 125, 655-660, doi: 10.1175/1520-0493(1997)125, 0655: TDCWAS.2.0.CO;2.
    • (1997) Mon. Wea. Rev , vol.125 , pp. 655-660
    • Lynch, P.1
  • 43
    • 0027079235 scopus 로고
    • Initialization of the HIRLAM model using a digital filter
    • Lynch, P., and X.-Y. Huang, 1992: Initialization of the HIRLAM model using a digital filter. Mon. Wea. Rev., 120, 1019-1034, doi: 10.1175/1520-0493(1992)120, 1019: IOTHMU.2.0.CO;2.
    • (1992) Mon. Wea. Rev , vol.120 , pp. 1019-1034
    • Lynch, P.1    Huang, X.-Y.2
  • 44
    • 60549086765 scopus 로고    scopus 로고
    • Improving the behavior of the cumulus parameterization for tropical cyclone prediction: Convection trigger
    • Ma, L.-M., and Z.-M. Tan, 2009: Improving the behavior of the cumulus parameterization for tropical cyclone prediction: Convection trigger. Atmos. Res., 92, 190-211, doi: 10.1016/j.atmosres.2008.09.022.
    • (2009) Atmos. Res , vol.92 , pp. 190-211
    • Ma, L.-M.1    Tan, Z.-M.2
  • 45
    • 0000453046 scopus 로고    scopus 로고
    • Radiative transfer for inhomogeneous atmosphere: RRTM, a validated correlated-k model for the long-wave
    • 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 long-wave. J. Geophys. Res., 102, 16 663-16 682, doi: 10.1029/97JD00237.
    • (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
  • 46
    • 84907426920 scopus 로고    scopus 로고
    • A GSI-based coupled EnSRF-En3DVar hybrid data assimilation system for the operationalRapid RefreshModel: Tests at a reduced resolution.Mon
    • Pan, Y., K. Zhu, M. Xue, X. Wang, M. Hu, S. G. Benjamin, S. S. Weygandt, and J. S. Whitaker, 2014: A GSI-based coupled EnSRF-En3DVar hybrid data assimilation system for the operationalRapid RefreshModel: Tests at a reduced resolution.Mon. Wea. Rev., 142, 3756-3780, doi: 10.1175/MWR-D-13-00242.1.
    • (2014) Wea. Rev , vol.142 , pp. 3756-3780
    • Pan, Y.1    Zhu, K.2    Xue, M.3    Wang, X.4    Hu, M.5    Benjamin, S.G.6    Weygandt, S.S.7    Whitaker, J.S.8
  • 47
    • 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, doi: 10.1175/1520-0493(1992)120, 1747: TNMCSS.2.0.CO;2.
    • (1992) Mon. Wea. Rev , vol.120 , pp. 1747-1763
    • Parrish, D.F.1    Derber, J.C.2
  • 48
    • 84906888369 scopus 로고    scopus 로고
    • Intercomparison and coupling of ensemble and four-dimensional variational data assimilation methods for the analysis and forecasting of HurricaneKarl (2010)
    • Poterjoy, J., and F. Zhang, 2014: Intercomparison and coupling of ensemble and four-dimensional variational data assimilation methods for the analysis and forecasting of HurricaneKarl (2010). Mon.Wea. Rev., 142, 3347-3364, doi: 10.1175/MWR-D-13-00394.1.
    • (2014) Mon.Wea. Rev , vol.142 , pp. 3347-3364
    • Poterjoy, J.1    Zhang, F.2
  • 49
    • 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, doi: 10.1175/MWR-D-12-00234.1.
    • (2013) Mon. Wea. Rev , vol.141 , pp. 3007-3021
    • Rainwater, S.1    Hunt, B.2
  • 50
    • 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, doi: 10.1175/MWR-D-12-00112.1.
    • (2013) Mon. Wea. Rev , vol.141 , pp. 1263-1284
    • Romine, G.1    Schwartz, C.S.2    Snyder, C.3    Anderson, J.4    Weisman, M.5
  • 51
    • 84922912313 scopus 로고    scopus 로고
    • Impact of a stochastic kinetic energy backscatter scheme across time-scales and resolutions
    • Sanchez, C., K. D. Williams, G. Shutts, and M. Collins, 2014: Impact of a stochastic kinetic energy backscatter scheme across time-scales and resolutions. Quart. J. Roy. Meteor. Soc., 140B, 2625-2637, doi: 10.1002/qj.2328.
    • (2014) Quart. J. Roy. Meteor. Soc , vol.140B , pp. 2625-2637
    • Sanchez, C.1    Williams, K.D.2    Shutts, G.3    Collins, M.4
  • 52
    • 84893831900 scopus 로고    scopus 로고
    • Convection-permitting forecasts initialized with continuously cycling limited-area 3DVAR, ensemble Kalman filter, and "hybrid" variational-ensemble data assimilation systems
    • Schwartz, C. S., and Z. Liu, 2014: Convection-permitting forecasts initialized with continuously cycling limited-area 3DVAR, ensemble Kalman filter, and "hybrid" variational-ensemble data assimilation systems. Mon. Wea. Rev., 142, 716-738, doi: 10.1175/MWR-D-13-00100.1.
    • (2014) Mon. Wea. Rev , vol.142 , pp. 716-738
    • Schwartz, C.S.1    Liu, Z.2
  • 53
    • 84884813239 scopus 로고    scopus 로고
    • Comparing limited-area 3DVAR and hybrid variational-ensemble 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 variational-ensemble data assimilation methods for typhoon track forecasts: Sensitivity to outer loops and vortex relocation. Mon. Wea. Rev., 141, 4350-4372, doi: 10.1175/MWR-D-13-00028.1.
    • (2013) Mon. Wea. Rev , vol.141 , pp. 4350-4372
    • Schwartz, C.S.1    Liu, Z.2    Huang, X.-Y.3    Kuo, Y.-H.4    Fong, C.-T.5
  • 54
    • 31544461628 scopus 로고    scopus 로고
    • A kinetic energy backscatter algorithm for use in ensemble prediction systems
    • Shutts, G., 2005: A kinetic energy backscatter algorithm for use in ensemble prediction systems. Quart. J. Roy. Meteor. Soc., 131, 3079-3102, doi: 10.1256/qj.04.106.
    • (2005) Quart. J. Roy. Meteor. Soc , vol.131 , pp. 3079-3102
    • Shutts, G.1
  • 56
    • 0002992680 scopus 로고
    • The Goddard cumulus ensemble model. Part I: Model description
    • Tao, W.-K., and J. Simpson, 1993: The Goddard cumulus ensemble model. Part I: Model description. Terr. Atmos. Oceanic Sci., 4, 35-72.
    • (1993) Terr. Atmos. Oceanic Sci , vol.4 , pp. 35-72
    • Tao, W.-K.1    Simpson, J.2
  • 57
    • 0345329910 scopus 로고    scopus 로고
    • Microphysics, radiation and surface processes in the Goddard Cumulus Ensemble (GCE) model
    • Tao, W.-K., and Coauthors, 2003: Microphysics, radiation and surface processes in the Goddard Cumulus Ensemble (GCE) model. Meteor. Atmos. Phys., 82, 97-137, doi: 10.1007/s00703-001-0594-7.
    • (2003) Meteor. Atmos. Phys , vol.82 , pp. 97-137
    • Tao, W.-K.1
  • 58
    • 33748999011 scopus 로고    scopus 로고
    • Boundary conditions for limited-area ensemble Kalman filters
    • Torn, R. D., G. J. Hakim, and C. Snyder, 2006: Boundary conditions for limited-area ensemble Kalman filters. Mon. Wea. Rev., 134, 2490-2502, doi: 10.1175/MWR3187.1.
    • (2006) Mon. Wea. Rev , vol.134 , pp. 2490-2502
    • Torn, R.D.1    Hakim, G.J.2    Snyder, C.3
  • 59
    • 78249261251 scopus 로고    scopus 로고
    • Water vapor variability and comparisons in the subtropical Pacific from The Observing System Research and Predictability Experiment-Pacific Asian Regional Campaign (T-PARC) Driftsonde, Constellation Observing System for Meteorology, Ionosphere, and Climate (COSMIC), and reanalyses
    • Wang, J., and Coauthors, 2010: Water vapor variability and comparisons in the subtropical Pacific from The Observing System Research and Predictability Experiment-Pacific Asian Regional Campaign (T-PARC) Driftsonde, Constellation Observing System for Meteorology, Ionosphere, and Climate (COSMIC), and reanalyses. J. Geophys. Res., 115, D21108, doi: 10.1029/2010JD014494.
    • (2010) J. Geophys. Res , vol.115
    • Wang, J.1
  • 60
    • 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, doi: 10.1175/2010MWR3245.1.
    • (2010) Mon. Wea. Rev , vol.138 , pp. 2990-2995
    • Wang, X.1
  • 61
    • 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, doi: 10.1175/WAF-D-10-05058.1.
    • (2011) Wea. Forecasting , vol.26 , pp. 868-884
    • Wang, X.1
  • 62
    • 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, doi: 10.1175/MWR3307.1.
    • (2007) Mon. Wea. Rev , vol.135 , pp. 1055-1076
    • Wang, X.1    Hamill, T.M.2    Whitaker, J.S.3    Bishop, C.H.4
  • 63
    • 33846680583 scopus 로고    scopus 로고
    • On the theoretical equivalence of differently proposed ensemble-3DVAR hybrid analysis schemes
    • Wang, X., C. Snyder, and T. M. Hamill, 2007b: On the theoretical equivalence of differently proposed ensemble-3DVAR hybrid analysis schemes. Mon. Wea. Rev., 135, 222-227, doi: 10.1175/MWR3282.1.
    • (2007) Mon. Wea. Rev , vol.135 , pp. 222-227
    • Wang, X.1    Snyder, C.2    Hamill, T.M.3
  • 64
    • 62749149846 scopus 로고    scopus 로고
    • A hybrid ETKF-3DVAR data assimilation scheme for the WRF model. Part I: Observing system simulation experiment
    • Wang, X., D. Barker, C. Snyder, and T. M. Hamill, 2008a: A hybrid ETKF-3DVAR data assimilation scheme for the WRF model. Part I: Observing system simulation experiment. Mon. Wea. Rev., 136, 5116-5131, doi: 10.1175/2008MWR2444.1.
    • (2008) Mon. Wea. Rev , vol.136 , pp. 5116-5131
    • Wang, X.1    Barker, D.2    Snyder, C.3    Hamill, T.M.4
  • 65
    • 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, doi: 10.1175/2008MWR2445.1.
    • (2008) Mon. Wea. Rev , vol.136 , pp. 5132-5147
    • Wang, X.1    Barker, D.2    Snyder, C.3    Hamill, T.M.4
  • 66
    • 84888405318 scopus 로고    scopus 로고
    • GSI 3DVARbased 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 3DVARbased ensemble-variational hybrid data assimilation for NCEP Global Forecast System: Single-resolution experiments. Mon. Wea. Rev., 141, 4098-4117, doi: 10.1175/MWR-D-12-00141.1.
    • (2013) Mon. Wea. Rev , vol.141 , pp. 4098-4117
    • Wang, X.1    Parrish, D.F.2    Kleist, D.T.3    Whitaker, J.S.4
  • 67
    • 44449095043 scopus 로고    scopus 로고
    • Ensemble data assimilation with the NCEP Global Forecast System
    • Whitaker, J. S., 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, doi: 10.1175/2007MWR2018.1.
    • (2008) Mon. Wea. Rev , vol.136 , pp. 463-482
    • Whitaker, J.S.1    Hamill, T.M.2    Wei, X.3    Song, Y.4    Toth, Z.5
  • 69
    • 85007251844 scopus 로고    scopus 로고
    • Impact of assimilating radiances with the WRFDA ETKF/3DVAR hybrid system on prediction of two typhoons in 2012
    • Xu, D., X.-Y. Huang, H. Wang, A. P. Mizzi, and J. Min, 2015: Impact of assimilating radiances with the WRFDA ETKF/3DVAR hybrid system on prediction of two typhoons in 2012. J. Meteor. Res., 29, 28-40, doi: 10.1007/s13351-014-4053-z.
    • (2015) J. Meteor. Res , vol.29 , pp. 28-40
    • Xu, D.1    Huang, X.-Y.2    Wang, H.3    Mizzi, A.P.4    Min, J.5
  • 70
    • 84891645100 scopus 로고    scopus 로고
    • Track and intensity forecasting of hurricanes: Impact of convection-permitting resolution and global ensemble Kalman filter analysis on 2010 Atlantic season forecasts
    • Xue, M., J. Schleif, F. Kong, K. W. Thomas, Y. Wang, and K. Zhu, 2013: Track and intensity forecasting of hurricanes: Impact of convection-permitting resolution and global ensemble Kalman filter analysis on 2010 Atlantic season forecasts. Wea. Forecasting, 28, 1366-1384, doi: 10.1175/WAF-D-12-00063.1.
    • (2013) Wea. Forecasting , vol.28 , pp. 1366-1384
    • Xue, M.1    Schleif, J.2    Kong, F.3    Thomas, K.W.4    Wang, Y.5    Zhu, K.6
  • 71
    • 67649373088 scopus 로고    scopus 로고
    • Coupling ensemble Kalman filter with four-dimensional variational data assimilation
    • Zhang, F., M. Zhang, and J. A. Hansen, 2009: Coupling ensemble Kalman filter with four-dimensional variational data assimilation. Adv. Atmos. Sci., 26, 1-8, doi: 10.1007/s00376-009-0001-8.
    • (2009) Adv. Atmos. Sci , vol.26 , pp. 1-8
    • Zhang, F.1    Zhang, M.2    Hansen, J.A.3
  • 72
    • 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, doi: 10.1175/MWR-D-12-00075.1.
    • (2013) Mon. Wea. Rev , vol.141 , pp. 900-917
    • Zhang, F.1    Zhang, M.2    Poterjoy, J.3
  • 73
    • 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, doi: 10.1175/MWR-D-11-00023.1.
    • (2012) Mon. Wea. Rev , vol.140 , pp. 587-600
    • Zhang, M.1    Zhang, F.2


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