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Volumn 146, Issue 10, 2018, Pages 3363-3381

Assimilating all-sky infrared radiances from GOES-16 ABI using an ensemble Kalman filter for convection-allowing severe thunderstorms prediction

Author keywords

Data assimilation; Ensembles; Satellite observations; Severe storms

Indexed keywords

THUNDERSTORMS;

EID: 85060528243     PISSN: 00270644     EISSN: 15200493     Source Type: Journal    
DOI: 10.1175/MWR-D-18-0062.1     Document Type: Article
Times cited : (67)

References (62)
  • 1
    • 68249141511 scopus 로고    scopus 로고
    • A multicase comparative assessment of the ensemble Kalman filter for assimilation of radar observations. Part I: Storm-scale analyses
    • Aksoy, A., D. C. Dowell, and C. A. 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, https://doi.org/10.1175/2008MWR2691.1
    • (2009) Mon. Wea. Rev , vol.137 , pp. 1805-1824
    • Aksoy, A.1    Dowell, D.C.2    Snyder, C.A.3
  • 2
    • 0030438938 scopus 로고    scopus 로고
    • A method for producing and evaluating probabilistic forecasts from ensemble model integrations
    • Anderson, J. L., 1996: A method for producing and evaluating probabilistic forecasts from ensemble model integrations. J. Climate, 9, 1518-1530, https://doi.org/10.1175/1520-0442(1996)009<1518:AMFPAE>2.0.CO;2
    • (1996) J. Climate , vol.9 , pp. 1518-1530
    • Anderson, J.L.1
  • 3
    • 84966770013 scopus 로고    scopus 로고
    • An introduction to Himawari-8/9-Japan's new-generation geostationary meteorological satellites
    • Bessho, K., and Coauthors, 2016: An introduction to Himawari-8/9-Japan's new-generation geostationary meteorological satellites. J. Meteor. Soc. Japan, 94, 151-183, https://doi.org/10.2151/jmsj.2016-009
    • (2016) J. Meteor. Soc. Japan , vol.94 , pp. 151-183
    • Bessho, K.1
  • 4
    • 84986325568 scopus 로고    scopus 로고
    • Assimilation of synthetic GOES-R ABI infrared brightness temperatures and WSR-88D radar observations in a high-resolution OSSE
    • Cintineo, R. M., J. A. Otkin, T. A. Jones, S. Koch, and D. J. Stensrud, 2016: Assimilation of synthetic GOES-R ABI infrared brightness temperatures and WSR-88D radar observations in a high-resolution OSSE. Mon. Wea. Rev., 144, 3159-3180, https://doi.org/10.1175/MWR-D-15-0366.1
    • (2016) Mon. Wea. Rev , vol.144 , pp. 3159-3180
    • Cintineo, R.M.1    Otkin, J.A.2    Jones, T.A.3    Koch, S.4    Stensrud, D.J.5
  • 5
    • 84862919808 scopus 로고    scopus 로고
    • An overview of the 2010 Hazardous Weather Testbed experimental forecast program spring experiment
    • Clark, A. J., and Coauthors, 2012: An overview of the 2010 Hazardous Weather Testbed experimental forecast program spring experiment. Bull. Amer. Meteor. Soc., 93, 55-74, https://doi.org/10.1175/BAMS-D-11-00040.1
    • (2012) Bull. Amer. Meteor. Soc , vol.93 , pp. 55-74
    • Clark, A.J.1
  • 6
    • 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, https://doi.org/10.1175/2010MWR3438.1
    • (2011) Mon. Wea. Rev , vol.139 , pp. 272-294
    • Dowell, D.C.1    Wicker, L.J.2    Snyder, C.3
  • 7
    • 1442314273 scopus 로고    scopus 로고
    • Implementation of Noah land surface model advances in the National Centers for Environmental Prediction operational mesoscale Eta model
    • Ek, M. B., K. E. Mitchell, Y. Lin, E. Rogers, P. Grunmann, V. Koren, G. Gayno, and J. D. Tarpley, 2003: Implementation of Noah land surface model advances in the National Centers for Environmental Prediction operational mesoscale Eta model. J. Geophys. Res., 108, 8851, https://doi.org/10.1029/2002JD003296
    • (2003) J. Geophys. Res , vol.108 , pp. 8851
    • Ek, M.B.1    Mitchell, K.E.2    Lin, Y.3    Rogers, E.4    Grunmann, P.5    Koren, V.6    Gayno, G.7    Tarpley, J.D.8
  • 8
    • 0028193070 scopus 로고
    • Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics
    • Evensen, G., 1994: Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics. J. Geophys. Res., 99, 10 143-10 162, https://doi.org/10.1029/94JC00572
    • (1994) J. Geophys. Res , vol.99 , pp. 10143-10162
    • Evensen, G.1
  • 9
    • 0035270069 scopus 로고    scopus 로고
    • Interpretation of rank histograms for verifying ensemble forecasts
    • Hamill, T. M., 2001: Interpretation of rank histograms for verifying ensemble forecasts. Mon. Wea. Rev., 129, 550-560, https://doi.org/10.1175/1520-0493(2001)129<0550:IORHFV>2.0.CO;2
    • (2001) Mon. Wea. Rev , vol.129 , pp. 550-560
    • Hamill, T.M.1
  • 11
    • 0002897679 scopus 로고    scopus 로고
    • Verification of Eta-RSM short-range ensemble forecasts
    • Hamill, T. M., and S. J. Colucci, 1997: Verification of Eta-RSM short-range ensemble forecasts. Mon. Wea. Rev., 125, 1312-1327, https://doi.org/10.1175/1520-0493(1997)125<1312:VOERSR>2.0.CO;2
    • (1997) Mon. Wea. Rev , vol.125 , pp. 1312-1327
    • Hamill, T.M.1    Colucci, S.J.2
  • 14
    • 84959292521 scopus 로고    scopus 로고
    • Long-term morphological changes in simulated supercells following mergers with nascent supercells in directionally varying shear
    • Hastings, R., and Y. Richardson, 2016: Long-term morphological changes in simulated supercells following mergers with nascent supercells in directionally varying shear. Mon. Wea. Rev., 144, 471-499, https://doi.org/10.1175/MWR-D-15-0193.1
    • (2016) Mon. Wea. Rev , vol.144 , pp. 471-499
    • Hastings, R.1    Richardson, Y.2
  • 15
    • 33751239407 scopus 로고    scopus 로고
    • The successive-order-of-interaction radiative transfer model. Part I: Model development
    • Heidinger, A., C. O'Dell, R. Bennartz, and T. Greenwald, 2006: The successive-order-of-interaction radiative transfer model. Part I: Model development. J. Appl. Meteor. Climatol., 45, 1388-1402, https://doi.org/10.1175/JAM2387.1
    • (2006) J. Appl. Meteor. Climatol , vol.45 , pp. 1388-1402
    • Heidinger, A.1    O'Dell, C.2    Bennartz, R.3    Greenwald, T.4
  • 16
    • 84962245628 scopus 로고    scopus 로고
    • A possible mechanism of tornadogenesis associated with the interaction between a supercell and an outflow boundary without horizontal shear
    • Honda, T., and T. Kawano, 2016: A possible mechanism of tornadogenesis associated with the interaction between a supercell and an outflow boundary without horizontal shear. J. Atmos. Sci., 73, 1273-1292, https://doi.org/10.1175/JAS-D-14-0347.1
    • (2016) J. Atmos. Sci , vol.73 , pp. 1273-1292
    • Honda, T.1    Kawano, T.2
  • 17
    • 85040916613 scopus 로고    scopus 로고
    • Assimilating all-sky Himawari-8 infrared radiances: A case of Typhoon Soudelor (2015)
    • Honda, T., and Coauthors, 2018a: Assimilating all-sky Himawari-8 infrared radiances: A case of Typhoon Soudelor (2015). Mon. Wea. Rev., 146, 213-229, https://doi.org/10.1175/MWR-D-16-0357.1
    • (2018) Mon. Wea. Rev , vol.146 , pp. 213-229
    • Honda, T.1
  • 18
    • 85040723133 scopus 로고    scopus 로고
    • Assimilation of Himawari-8 all-sky radiances every 10 minutes: Impact on precipitation and flood risk prediction
    • Honda, T., S. Kotsuki, G.-Y. Lien, Y. Maejima, K. Okamoto, and T. Miyoshi, 2018b: Assimilation of Himawari-8 all-sky radiances every 10 minutes: Impact on precipitation and flood risk prediction. J. Geophys. Res. Atmos., 123, 965-976, https://doi.org/10.1002/2017JD027096
    • (2018) J. Geophys. Res. Atmos , vol.123 , pp. 965-976
    • Honda, T.1    Kotsuki, S.2    Lien, G.-Y.3    Maejima, Y.4    Okamoto, K.5    Miyoshi, T.6
  • 19
    • 84996957373 scopus 로고    scopus 로고
    • Review of the ensemble Kalman filter for atmospheric data assimilation
    • Houtekamer, P. L., and F. Zhang, 2016: Review of the ensemble Kalman filter for atmospheric data assimilation. Mon. Wea. Rev., 144, 4489-4532, https://doi.org/10.1175/MWR-D-15-0440.1
    • (2016) Mon. Wea. Rev , vol.144 , pp. 4489-4532
    • Houtekamer, P.L.1    Zhang, F.2
  • 20
    • 50849139199 scopus 로고    scopus 로고
    • Radiative forcing by long-lived greenhouse gases: Calculations with the AER radiative transfer models
    • Iacono, M., 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, https://doi.org/10.1029/2008JD009944
    • (2008) J. Geophys. Res , vol.113
    • Iacono, M.1    Delamere, J.S.2    Mlawer, E.J.3    Shephard, M.W.4    Clough, S.A.5    Collins, W.D.6
  • 21
    • 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, https://doi.org/10.1175/1520-0493(1994)122<0927:TSMECM>2.0.CO;2
    • (1994) Mon. Wea. Rev , vol.122 , pp. 927-945
    • Janjic, Z.I.1
  • 22
    • 0004856410 scopus 로고    scopus 로고
    • The surface layer in the NCEP Eta model
    • on Numerical Weather Prediction, Norfolk, VA, Amer. Meteor. Soc
    • Janjic, Z. I., 1996: The surface layer in the NCEP Eta model. Preprints, 11th Conf. on Numerical Weather Prediction, Norfolk, VA, Amer. Meteor. Soc., 354-355
    • (1996) Preprints, 11th Conf , pp. 354-355
    • Janjic, Z.I.1
  • 23
    • 84943416877 scopus 로고    scopus 로고
    • Assimilating cloud water path as a function of model cloud microphysics in an idealized simulation
    • Jones, T. A., and D. J. Stensrud, 2015: Assimilating cloud water path as a function of model cloud microphysics in an idealized simulation. Mon. Wea. Rev., 143, 2052-2081, https://doi.org/10.1175/MWR-D-14-00266.1
    • (2015) Mon. Wea. Rev , vol.143 , pp. 2052-2081
    • Jones, T.A.1    Stensrud, D.J.2
  • 24
    • 84884944470 scopus 로고    scopus 로고
    • Assimilation of satellite infrared radiances and Doppler radar observations during a cool season observing system simulation experiment
    • Jones, T. A., J. A. Otkin, D. J. Stensrud, and K. Knopfmeier, 2013: Assimilation of satellite infrared radiances and Doppler radar observations during a cool season observing system simulation experiment. Mon. Wea. Rev., 141, 3273-3299, https://doi.org/10.1175/MWR-D-12-00267.1
    • (2013) Mon. Wea. Rev , vol.141 , pp. 3273-3299
    • Jones, T.A.1    Otkin, J.A.2    Stensrud, D.J.3    Knopfmeier, K.4
  • 25
    • 84892458638 scopus 로고    scopus 로고
    • Forecast evaluation of an observing system simulation experiment assimilating both radar and satellite data
    • Jones, T. A., J. A. Otkin, D. J. Stensrud, and K. Knopfmeier, 2014: Forecast evaluation of an observing system simulation experiment assimilating both radar and satellite data. Mon. Wea. Rev., 142, 107-124, https://doi.org/10.1175/MWR-D-13-00151.1
    • (2014) Mon. Wea. Rev , vol.142 , pp. 107-124
    • Jones, T.A.1    Otkin, J.A.2    Stensrud, D.J.3    Knopfmeier, K.4
  • 26
    • 84921513358 scopus 로고    scopus 로고
    • Simultaneous radar and satellite data storm-scale assimilation using an ensemble Kalman filter approach for 24 May 2011
    • Jones, T. A., D. Stensrud, L. Wicker, P. Minnis, and R. Palikonda, 2015: Simultaneous radar and satellite data storm-scale assimilation using an ensemble Kalman filter approach for 24 May 2011. Mon. Wea. Rev., 143, 165-194, https://doi.org/10.1175/MWR-D-14-00180.1
    • (2015) Mon. Wea. Rev , vol.143 , pp. 165-194
    • Jones, T.A.1    Stensrud, D.2    Wicker, L.3    Minnis, P.4    Palikonda, R.5
  • 27
    • 84958964077 scopus 로고    scopus 로고
    • Storm-scale data assimilation and ensemble forecasting with the NSSL Experimental Warn-on-Forecast System. Part II: Combined radar and satellite data experiments
    • Jones, T. A., K. Knopfmeier, D. Wheatley, G. Creager, P. Minnis, and R. Palikonda, 2016: Storm-scale data assimilation and ensemble forecasting with the NSSL Experimental Warn-on-Forecast System. Part II: Combined radar and satellite data experiments. Wea. Forecasting, 31, 297-327, https://doi.org/10.1175/WAF-D-15-0107.1
    • (2016) Wea. Forecasting , vol.31 , pp. 297-327
    • Jones, T.A.1    Knopfmeier, K.2    Wheatley, D.3    Creager, G.4    Minnis, P.5    Palikonda, R.6
  • 28
    • 84995922988 scopus 로고    scopus 로고
    • Assimilating synthetic hyperspectral sounder temperature and humidity retrievals to improve severe weather forecasts
    • Jones, T. A., S. Koch, and Z. Li, 2017: Assimilating synthetic hyperspectral sounder temperature and humidity retrievals to improve severe weather forecasts. Atmos. Res., 186, 9-25, https://doi.org/10.1016/j.atmosres.2016.11.004
    • (2017) Atmos. Res , vol.186 , pp. 9-25
    • Jones, T.A.1    Koch, S.2    Li, Z.3
  • 29
    • 85047093191 scopus 로고    scopus 로고
    • Assimilation of GOES-13 imager clear-sky water vapor (6.5 μm) radiances into a Warn-on-Forecast system
    • Jones, T. A., X. Wang, P. Skinner, A. Johnson, and Y. Wang, 2018: Assimilation of GOES-13 imager clear-sky water vapor (6.5 μm) radiances into a Warn-on-Forecast system. Mon. Wea. Rev., 146, 1077-1107, https://doi.org/10.1175/MWR-D-17-0280.1
    • (2018) Mon. Wea. Rev , vol.146 , pp. 1077-1107
    • Jones, T.A.1    Wang, X.2    Skinner, P.3    Johnson, A.4    Wang, Y.5
  • 30
    • 84945899609 scopus 로고    scopus 로고
    • Assimilation of cloud-top temperature and radar observations of an idealized splitting supercell using an observing system simulation experiment
    • Kerr, C. A., D. J. Stensrud, and X. Wang, 2015: Assimilation of cloud-top temperature and radar observations of an idealized splitting supercell using an observing system simulation experiment. Mon. Wea. Rev., 143, 1018-1034, https://doi.org/10.1175/MWR-D-14-00146.1
    • (2015) Mon. Wea. Rev , vol.143 , pp. 1018-1034
    • Kerr, C.A.1    Stensrud, D.J.2    Wang, X.3
  • 31
    • 44449094042 scopus 로고    scopus 로고
    • Tests of an ensemble Kalman filter for mesoscale and regional-scale data assimilatio. 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, https://doi.org/10.1175/2007MWR2106.1
    • (2008) Mon. Wea. Rev , vol.136 , pp. 522-540
    • Meng, Z.1    Zhang, F.2
  • 32
    • 57149138884 scopus 로고    scopus 로고
    • Tests of an ensemble Kalman filter for mesoscale and regional-scale data assimilatio. Part IV: Comparison with 3DVAR in a month-long experiment
    • Meng, Z., and F. Zhang, 2008b: Tests of an ensemble Kalman filter for mesoscale and regional-scale data assimilation. Part IV: Comparison with 3DVAR in a month-long experiment. Mon. Wea. Rev., 136, 3671-3682, https://doi.org/10.1175/2008MWR2270.1
    • (2008) Mon. Wea. Rev , vol.136 , pp. 3671-3682
    • Meng, Z.1    Zhang, F.2
  • 33
    • 85013962393 scopus 로고    scopus 로고
    • Adaptive observation error inflation for assimilating all-sky satellite radiance
    • Minamide, M., and F. Zhang, 2017: Adaptive observation error inflation for assimilating all-sky satellite radiance. Mon. Wea. Rev., 145, 1063-1081, https://doi.org/10.1175/MWR-D-16-0257.1
    • (2017) Mon. Wea. Rev , vol.145 , pp. 1063-1081
    • Minamide, M.1    Zhang, F.2
  • 34
    • 85060252716 scopus 로고    scopus 로고
    • Assimilation of all-sky infrared radiances from Himawari-8 and impacts of moisture and hydrometer initialization on convection-permitting tropical cyclone prediction
    • Minamide, M., and F. Zhang, 2018a: Assimilation of all-sky infrared radiances from Himawari-8 and impacts of moisture and hydrometer initialization on convection-permitting tropical cyclone prediction. Mon. Wea. Rev., 146, 3241-3258, https://doi.org/10.1175/MWR-D-17-0367.1
    • (2018) Mon. Wea. Rev , vol.146 , pp. 3241-3258
    • Minamide, M.1    Zhang, F.2
  • 35
    • 85062148389 scopus 로고    scopus 로고
    • Billion-dollar weather and climate disasters: Summary stats
    • NCDC, 2018: Billion-dollar weather and climate disasters: Summary stats. NOAA/National Centers for Environmental Information, accessed January 2018, https://www.ncdc.noaa.gov/billions/summary-stats
    • (2018) NOAA/National Centers for Environmental Information, accessed January , vol.2018
  • 36
    • 77958136281 scopus 로고    scopus 로고
    • Clear and cloudy sky infrared brightness temperature assimilation using an ensemble Kalman filter
    • Otkin, J. A., 2010: Clear and cloudy sky infrared brightness temperature assimilation using an ensemble Kalman filter. J. Geophys. Res., 115, D19207, https://doi.org/10.1029/2009JD013759
    • (2010) J. Geophys. Res , vol.115
    • Otkin, J.A.1
  • 37
    • 84867559648 scopus 로고    scopus 로고
    • Assimilation of water vapor sensitive infrared brightness temperature observations during a high impact weather event
    • Otkin, J. A., 2012: Assimilation of water vapor sensitive infrared brightness temperature observations during a high impact weather event. J. Geophys. Res., 117, D19203, https://doi.org/10.1029/2012JD017568
    • (2012) J. Geophys. Res , vol.117
    • Otkin, J.A.1
  • 38
    • 0028255594 scopus 로고
    • National Weather Service warning performance based on the WSR-88D
    • Polger, P. D., B. S. Goldsmith, R. C. Przywarty, and J. R. Bocchieri, 1994: National Weather Service warning performance based on the WSR-88D. Bull. Amer. Meteor. Soc., 75, 203-214, https://doi.org/10.1175/1520-0477(1994)075<0203:NWSWPB>2.0.CO;2
    • (1994) Bull. Amer. Meteor. Soc , vol.75 , pp. 203-214
    • Polger, P.D.1    Goldsmith, B.S.2    Przywarty, R.C.3    Bocchieri, J.R.4
  • 42
    • 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, https://doi.org/10.1175//2555.1
    • (2003) Mon. Wea. Rev , vol.131 , pp. 1663-1677
    • Snyder, C.1    Zhang, F.2
  • 43
    • 84874349872 scopus 로고    scopus 로고
    • Progress and challenges of Warn-on-Forecast
    • Stensrud, D. J., and Coauthors, 2013: Progress and challenges of Warn-on-Forecast. Atmos. Res., 123, 2-16, https://doi.org/10.1016/j.atmosres.2012.04.004
    • (2013) Atmos. Res , vol.123 , pp. 2-16
    • Stensrud, D.J.1
  • 45
    • 0001963841 scopus 로고    scopus 로고
    • Evaluation of probabilistic prediction systems
    • Shinfield Park, Reading, United Kingdom, ECMWF
    • Talagrand, O., R. Vautard, and B. Strauss, 1997: Evaluation of probabilistic prediction systems. Proc. ECMWF Workshop on Predictability, Shinfield Park, Reading, United Kingdom, ECMWF, 1-25
    • (1997) Proc. ECMWF Workshop on Predictability , pp. 1-25
    • Talagrand, O.1    Vautard, R.2    Strauss, B.3
  • 46
    • 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, https://doi.org/10.1175/2008MWR2387.1
    • (2008) Mon. Wea. Rev , vol.136 , pp. 5095-5115
    • Thompson, G.1    Field, P.R.2    Rasmussen, R.M.3    Hall, W.D.4
  • 47
    • 1642480201 scopus 로고    scopus 로고
    • Close proximity soundings within supercell environments obtained from the Rapid Update Cycle
    • Thompson, R. L., R. Edwards, J. A. Hart, K. L. Elmore, and P. Markowski, 2003: Close proximity soundings within supercell environments obtained from the Rapid Update Cycle. Wea. Forecasting, 18, 1243-1261, https://doi.org/10.1175/1520-0434(2003)018<1243:CPSWSE>2.0.CO;2
    • (2003) Wea. Forecasting , vol.18 , pp. 1243-1261
    • Thompson, R.L.1    Edwards, R.2    Hart, J.A.3    Elmore, K.L.4    Markowski, P.5
  • 48
    • 84988422822 scopus 로고    scopus 로고
    • Advances in convection-permitting tropical cyclone analysis and prediction through EnKF assimilation of reconnaissance aircraft observations
    • Weng, Y., and F. Zhang, 2016: Advances in convection-permitting tropical cyclone analysis and prediction through EnKF assimilation of reconnaissance aircraft observations. J. Meteor. Soc. Japan, 94, 345-358, https://doi.org/10.2151/jmsj.2016-018
    • (2016) J. Meteor. Soc. Japan , vol.94 , pp. 345-358
    • Weng, Y.1    Zhang, F.2
  • 49
    • 84953380545 scopus 로고    scopus 로고
    • Storm-scale data assimilation and ensemble forecasting with the NSSL Experimental Warn-on-Forecast System. Part I: Radar data experiments
    • Wheatley, D. M., K. H. Knopfmeier, T. A. Jones, and G. J. Creager, 2015: Storm-scale data assimilation and ensemble forecasting with the NSSL Experimental Warn-on-Forecast System. Part I: Radar data experiments. Wea. Forecasting, 30, 1795-1817, https://doi.org/10.1175/WAF-D-15-0043.1
    • (2015) Wea. Forecasting , vol.30 , pp. 1795-1817
    • Wheatley, D.M.1    Knopfmeier, K.H.2    Jones, T.A.3    Creager, G.J.4
  • 50
    • 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, https://doi.org/10.1175/1520-0493(2002)130<1913:EDAWPO>2.0.CO;2
    • (2002) Mon. Wea. Rev , vol.130 , pp. 1913-1924
    • Whitaker, J.S.1    Hamill, T.M.2
  • 51
    • 84855838298 scopus 로고    scopus 로고
    • 3rd ed. International Geophysics Series, Academic Press
    • Wilks, D. S., 2011: Statistical Methods in the Atmospheric Sciences. 3rd ed. International Geophysics Series, Vol. 100, Academic Press, 704 pp
    • (2011) Statistical Methods in the Atmospheric Science , vol.100 , pp. 704
    • Wilks, D.S.1
  • 52
    • 33847652380 scopus 로고    scopus 로고
    • Dual-Doppler and single-Doppler analysis of a tornadic storm undergoing mergers and repeated tornadogenesis
    • Wurman, J. M., Y. P. Richardson, C. Alexander, S. Weygandt, and P. F. Zhang, 2007: Dual-Doppler and single-Doppler analysis of a tornadic storm undergoing mergers and repeated tornadogenesis. Mon. Wea. Rev., 135, 736-758, https://doi.org/10.1175/MWR3276.1
    • (2007) Mon. Wea. Rev , vol.135 , pp. 736-758
    • Wurman, J.M.1    Richardson, Y.P.2    Alexander, C.3    Weygandt, S.4    Zhang, P.F.5
  • 54
    • 85026574373 scopus 로고    scopus 로고
    • Introducing the new generation of Chinese geostationary weather satellites, Fengyun-4
    • Yang, J., Z. Zhang, C. Wei, F. Lu, and Q. Guo, 2017: Introducing the new generation of Chinese geostationary weather satellites, Fengyun-4. Bull. Amer. Meteor. Soc., 98, 1637-1658, https://doi.org/10.1175/BAMS-D-16-0065.1
    • (2017) Bull. Amer. Meteor. Soc , vol.98 , pp. 1637-1658
    • Yang, J.1    Zhang, Z.2    Wei, C.3    Lu, F.4    Guo, Q.5
  • 55
    • 84986269223 scopus 로고    scopus 로고
    • The tornadic supercell on the Kanto Plain on 6 May 2012: Polarimetric radar and surface data assimilation with EnKF and ensemble-based sensitivity analysis
    • Yokota, S., H. Seko, M. Kunii, H. Yamauchi, and H. Niino, 2016: The tornadic supercell on the Kanto Plain on 6 May 2012: Polarimetric radar and surface data assimilation with EnKF and ensemble-based sensitivity analysis. Mon. Wea. Rev., 144, 3133-3157, https://doi.org/10.1175/MWR-D-15-0365.1
    • (2016) Mon. Wea. Rev , vol.144 , pp. 3133-3157
    • Yokota, S.1    Seko, H.2    Kunii, M.3    Yamauchi, H.4    Niino, H.5
  • 56
    • 84943428468 scopus 로고    scopus 로고
    • Storm-scale data assimilation and ensemble forecasts for the 27 April 2011 severe weather outbreak in Alabama
    • Yussouf, N., D. C. Dowell, L. J. Wicker, K. H. Knopfmeier, and D. M. Wheatley, 2015: Storm-scale data assimilation and ensemble forecasts for the 27 April 2011 severe weather outbreak in Alabama. Mon. Wea. Rev., 143, 3044-3066, https://doi.org/10.1175/MWR-D-14-00268.1
    • (2015) Mon. Wea. Rev , vol.143 , pp. 3044-3066
    • Yussouf, N.1    Dowell, D.C.2    Wicker, L.J.3    Knopfmeier, K.H.4    Wheatley, D.M.5
  • 57
    • 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, https://doi.org/10.1175/1520-0493(2004)132<1238:IOIEAO>2.0.CO;2
    • (2004) Mon. Wea. Rev , vol.132 , pp. 1238-1253
    • Zhang, F.1    Snyder, C.2    Sun, J.3
  • 58
    • 68249160487 scopus 로고    scopus 로고
    • Cloud-resolving hurricane initialization and prediction through assimilation of Doppler radar observations with an ensemble Kalman filter
    • Zhang, F., Y. Weng, J. A. Sippel, Z. Meng, and C. H. Bishop, 2009: Cloud-resolving hurricane initialization and prediction through assimilation of Doppler radar observations with an ensemble Kalman filter. Mon. Wea. Rev., 137, 2105-2125, https://doi.org/10.1175/2009MWR2645.1
    • (2009) Mon. Wea. Rev , vol.137 , pp. 2105-2125
    • Zhang, F.1    Weng, Y.2    Sippel, J.A.3    Meng, Z.4    Bishop, C.H.5
  • 59
    • 84977992958 scopus 로고    scopus 로고
    • Potential impacts of assimilating all-sky infrared satellite radiance from GOES-R on convection-permitting analysis and prediction of tropical cyclones
    • Zhang, F., M. Minamide, and E. E. Clothiaux, 2016: Potential impacts of assimilating all-sky infrared satellite radiance from GOES-R on convection-permitting analysis and prediction of tropical cyclones. Geophys. Res. Lett., 43, 2954-2963, https://doi.org/10.1002/2016GL068468
    • (2016) Geophys. Res. Lett , vol.43 , pp. 2954-2963
    • Zhang, F.1    Minamide, M.2    Clothiaux, E.E.3
  • 60
    • 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, https://doi.org/10.1175/2010MWR3610.1
    • (2011) Mon. Wea. Rev , vol.139 , pp. 566-572
    • Zhang, M.1    Zhang, F.2    Huang, X.-Y.3    Zhang, X.4
  • 61
    • 84966351227 scopus 로고    scopus 로고
    • Intrinsic predictability of the 20 May 2013 tornadic thunderstorm event in Oklahoma at storm scales
    • Zhang, Y., F. Zhang, D. J. Stensrud, and Z. Meng, 2016: Intrinsic predictability of the 20 May 2013 tornadic thunderstorm event in Oklahoma at storm scales. Mon. Wea. Rev., 144, 1273-1298, https://doi.org/10.1175/MWR-D-15-0105.1
    • (2016) Mon. Wea. Rev , vol.144 , pp. 1273-1298
    • Zhang, Y.1    Zhang, F.2    Stensrud, D.J.3    Meng, Z.4


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