메뉴 건너뛰기




Volumn 140, Issue 12, 2012, Pages 3992-4004

Examination of analysis and forecast errors of high-resolution assimilation, bias removal, and digital filter initialization with an ensemble kalman filter

Author keywords

Data assimilation; Mesoscale forecasting; Numerical weather prediction forecasting; Probability forecasts models distribution

Indexed keywords

ATMOSPHERIC DATA; BIAS REMOVAL; COARSER GRID; COMPUTATIONAL RESOURCES; DATA ASSIMILATION; DIFFERENT SCALE; ENSEMBLE KALMAN FILTER; FORECAST ERRORS; FORECAST IMPROVEMENTS; HIGH RESOLUTION; HIGH RESOLUTION ANALYSIS; HIGHER RESOLUTION; INTEGRAL PART; MESOSCALE; NESTED GRID; NUMERICAL WEATHER PREDICTION; OPERATIONAL ASSIMILATION; PROBABILITY FORECASTS; REAL-TIME FORECASTING; SURFACE WINDS; TEMPERATURE ANALYSIS; TEMPERATURE BIAS; WIND ANALYSIS;

EID: 84871883856     PISSN: 00270644     EISSN: 15200493     Source Type: Journal    
DOI: 10.1175/MWR-D-11-00319.1     Document Type: Article
Times cited : (17)

References (31)
  • 1
    • 79959586070 scopus 로고    scopus 로고
    • Evaluation of surface analyses and forecasts with a multiscale ensemble Kalman filter in regions of complex terrain
    • Ancell, B. C., C. F. Mass, andG. J. Hakim, 2011: Evaluation of surface analyses and forecasts with a multiscale ensemble Kalman filter in regions of complex terrain. Mon. Wea. Rev., 139, 2008-2024.
    • (2011) Mon. Wea. Rev. , vol.139 , pp. 2008-2024
    • Ancell, B.C.1    Mass, C.F.2    Hakim, G.J.3
  • 2
    • 0033500692 scopus 로고    scopus 로고
    • A Monte Carlo implementation of the nonlinear filtering problem to produce ensemble assimilations and forecasts
    • Anderson, J. L., and S. L. Anderson, 1999: A Monte Carlo implementation of the nonlinear filtering problem to produce ensemble assimilations and forecasts. Mon. Wea. Rev., 127, 2741-2758.
    • (1999) Mon. Wea. Rev. , vol.127 , pp. 2741-2758
    • Anderson, J.L.1    Anderson, S.L.2
  • 3
    • 0035303091 scopus 로고    scopus 로고
    • Coupling an advanced land-surface/ hydrology model with the Penn State/NCAR MM5 modeling system
    • Chen, F., and J. Dudhia, 2001: Coupling an advanced land-surface/ hydrology model with the Penn State/NCAR MM5 modeling system. Part I: Model description and implementation. Mon. Wea. Rev., 129, 569-585.
    • (2001) Part I: Model description and implementation. Mon. Wea. Rev. , vol.129 , pp. 569-585
    • Chen, F.1    Dudhia, J.2
  • 4
    • 33646466174 scopus 로고    scopus 로고
    • Digital filter initialization for MM5
    • Chen, M., and X.-Y. Huang, 2006: Digital filter initialization for MM5. Mon. Wea. Rev., 134, 1222-1236.
    • (2006) Mon. Wea. Rev. , vol.134 , pp. 1222-1236
    • Chen, M.1    Huang, X.-Y.2
  • 5
    • 2442432312 scopus 로고    scopus 로고
    • Meteorological research needs for improved air quality forecasting: Report of the 11th Prospectus Development Team of the U.S.
    • Dabberdt, W. F., and Coauthors, 2004: Meteorological research needs for improved air quality forecasting: Report of the 11th Prospectus Development Team of the U.S. Weather Research Program. Bull. Amer. Meteor. Soc., 85, 563-586.
    • (2004) Weather Research Program. Bull. Amer. Meteor. Soc. , vol.85 , pp. 563-586
    • Dabberdt, W.F.1
  • 6
    • 33846868359 scopus 로고    scopus 로고
    • Bias and data assimilation
    • Dee, D. P., 2005: Bias and data assimilation. Quart. J. Roy. Meteor. Soc., 131, 3323-3343.
    • (2005) Quart. J. Roy. Meteor. Soc. , vol.131 , pp. 3323-3343
    • Dee, D.P.1
  • 7
    • 0000674568 scopus 로고    scopus 로고
    • Data assimilation in the presence of forecast bias
    • Dee, D. P., and A. M. DaSilva, 1998: Data assimilation in the presence of forecast bias. Quart. J. Roy. Meteor. Soc., 124, 269-295.
    • (1998) Quart. J. Roy. Meteor. Soc. , vol.124 , pp. 269-295
    • Dee, D.P.1    Dasilva, A.M.2
  • 8
    • 0024921060 scopus 로고
    • Numerical study of convection observed during the winter monsoon experiment using a mesoscale twodimensional model
    • Dudhia, J., 1989: Numerical study of convection observed during the winter monsoon experiment using a mesoscale twodimensional model. J. Atmos. Sci., 46, 3077-3107.
    • (1989) J. Atmos. Sci. , vol.46 , pp. 3077-3107
    • Dudhia, J.1
  • 9
    • 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 (C5), 10 143-10 162.
    • (1994) J. Geophys. Res. , vol.99 , Issue.C5 , pp. 10143-10162
    • Evensen, G.1
  • 10
    • 0033023511 scopus 로고    scopus 로고
    • Construction of correlation functions in two and three dimensions
    • Gaspari, G., and S. E. Cohn, 1999: Construction of correlation functions in two and three dimensions. Quart. J. Roy. Meteor. Soc., 125, 723-757.
    • (1999) Quart. J. Roy. Meteor. Soc. , vol.125 , pp. 723-757
    • Gaspari, G.1    Cohn, S.E.2
  • 11
    • 34548241333 scopus 로고    scopus 로고
    • PBL state estimation with surface observations, a column model, and an ensemble filter
    • Hacker, J. P., and D. Rostkier-Edelstein, 2007: PBL state estimation with surface observations, a column model, and an ensemble filter. Mon. Wea. Rev., 135, 2958-2972.
    • (2007) Mon. Wea. Rev. , vol.135 , pp. 2958-2972
    • Hacker, J.P.1    Rostkier-edelstein, D.2
  • 12
    • 1842587750 scopus 로고    scopus 로고
    • A revised approach to ice microphysical processes for the bulk parameterization of clouds and precipitation
    • Hong, S.-Y., J. Dudhia, and S.-H. Chen, 2004: A revised approach to ice microphysical processes for the bulk parameterization of clouds and precipitation. Mon. Wea. Rev., 132, 103-120.
    • (2004) Mon. Wea. Rev. , vol.132 , pp. 103-120
    • Hong, S.-Y.1    Dudhia, J.2    Chen, S.-H.3
  • 13
    • 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 , pp. 589-603
    • Huang, X.-Y.1    Lynch, P.2
  • 14
    • 0025662461 scopus 로고
    • The step-mountain coordinate: Physical package
    • Janjic, Z. I., 1990: The step-mountain coordinate: Physical package. Mon. Wea. Rev., 118, 1429-1443.
    • (1990) Mon. Wea. Rev. , vol.118 , pp. 1429-1443
    • Janjic, Z.I.1
  • 15
  • 16
    • 34547565356 scopus 로고    scopus 로고
    • Nonsingular implementation of the Mellor-Yamada Level 2.5 scheme in the NCEP Meso model
    • Janjic, Z. I., 2002: Nonsingular implementation of the Mellor-Yamada Level 2.5 scheme in the NCEP Meso model. NCEP Office Note 437, 61 pp.
    • (2002) NCEP Office Note , vol.437 , pp. 61
    • Janjic, Z.I.1
  • 17
    • 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.
    • (1990) J. Atmos. Sci. , vol.47 , pp. 2784-2802
    • Kain, J.S.1    Fritsch, J.M.2
  • 18
    • 0001014123 scopus 로고
    • Convective parameterization for mesoscale models: The Kain-Fritsch scheme. The Representation of Cumulus Convection in Numerical Models, Meteor
    • Amer. Meteor. Soc.
    • Kain, J. S., and J. M. Fritsch, 1993: Convective parameterization for mesoscale models: The Kain-Fritsch scheme. The Representation of Cumulus Convection in Numerical Models, Meteor. Monogr., No. 46, Amer. Meteor. Soc., 246 pp.
    • (1993) Monogr. , vol.46 , pp. 246
    • Kain, J.S.1    Fritsch, J.M.2
  • 19
    • 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.
    • (1997) Mon. Wea. Rev. , vol.125 , pp. 655-660
    • Lynch, P.1
  • 20
    • 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.
    • (1992) Mon. Wea. Rev. , vol.120 , pp. 1019-1034
    • Lynch, P.1    Huang, X.-Y.2
  • 23
    • 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
  • 25
    • 0000453046 scopus 로고    scopus 로고
    • Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave
    • Mlawer, E. J., S. J. Taubman, P. D. Brown, M. J. Iacono, and S. A. Clough, 1997: Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave. J. Geophys. Res., 102 (D14), 16 663-16 682.
    • (1997) J. Geophys. Res. , vol.102 , Issue.D14
    • Mlawer, E.J.1    Taubman, S.J.2    Brown, P.D.3    Iacono, M.J.4    Clough, S.A.5
  • 26
    • 65549149856 scopus 로고    scopus 로고
    • Suitability of the weather research and forecasting (WRF) model to predict the June 2005 fire weather for interior Alaska
    • Molders, N., 2008: Suitability of the weather research and forecasting (WRF) model to predict the June 2005 fire weather for interior Alaska. Wea. Forecasting, 23, 953-973.
    • (2008) Wea. Forecasting , vol.23 , pp. 953-973
    • Molders, N.1
  • 28
    • 57149141566 scopus 로고    scopus 로고
    • Performance characteristics of a pseudo-operational ensemble Kalman filter
    • Torn, R. D., and G. J. Hakim, 2008: Performance characteristics of a pseudo-operational ensemble Kalman filter. Mon. Wea. Rev., 136, 3947-3963.
    • (2008) Mon. Wea. Rev. , vol.136 , pp. 3947-3963
    • Torn, R.D.1    Hakim, G.J.2
  • 29
    • 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
  • 30
    • 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
  • 31
    • 2442668784 scopus 로고    scopus 로고
    • Reanalysis without radiosondes using ensemble data assimilation
    • Whitaker, J. S., G. P. Compo, X. Wei, and T. M. Hamill, 2004: Reanalysis without radiosondes using ensemble data assimilation. Mon. Wea. Rev., 132, 1190-1200
    • (2004) Mon. Wea. Rev. , vol.132 , pp. 1190-1200
    • Whitaker, J.S.1    Compo, G.P.2    Wei, X.3    Hamill, T.M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.