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Volumn 63, Issue 3, 2011, Pages 429-444

Linear and non-linear response to parameter variations in a mesoscale model

Author keywords

[No Author keywords available]

Indexed keywords

CLIMATE PREDICTION; COMPUTER SIMULATION; CORRELATION; DATA ASSIMILATION; ENSEMBLE FORECASTING; ESTIMATION METHOD; LINEARITY; MESOSCALE METEOROLOGY; NONLINEARITY; NUMERICAL MODEL; PARAMETERIZATION; PERTURBATION; UNCERTAINTY ANALYSIS; WEATHER FORECASTING;

EID: 79954554093     PISSN: 02806495     EISSN: 16000870     Source Type: Journal    
DOI: 10.1111/j.1600-0870.2010.00505.x     Document Type: Article
Times cited : (47)

References (47)
  • 1
    • 33750467661 scopus 로고    scopus 로고
    • Ensemble-based simultaneous state and parameter estimation in a two-dimensional sea-breeze model
    • Aksoy, A., Zhang, F. and Nielsen-Gammon, J. W. 2006a. Ensemble-based simultaneous state and parameter estimation in a two-dimensional sea-breeze model. Mon. Wea. Rev. 134, 2951-2970.
    • (2006) Mon. Wea. Rev. , vol.134 , pp. 2951-2970
    • Aksoy, A.1    Zhang, F.2    Nielsen-Gammon, J.W.3
  • 2
    • 33750616040 scopus 로고    scopus 로고
    • Ensemble-based simultaneous state and parameter estimation with MM5
    • Aksoy, A., Zhang, F. and Nielsen-Gammon, J. W. 2006b. Ensemble-based simultaneous state and parameter estimation with MM5. Geophys. Res. Lett. 33, doi:.
    • (2006) Geophys. Res. Lett. , vol.33
    • Aksoy, A.1    Zhang, F.2    Nielsen-Gammon, J.W.3
  • 3
    • 0031459631 scopus 로고    scopus 로고
    • Uncertainty in the specification of surface characteristics: a study on prediction errors in the boundary layer
    • Alapaty, K., Raman, S. and Niyogi, D. 1997. Uncertainty in the specification of surface characteristics: a study on prediction errors in the boundary layer. Bound.-Layer Meteorol. 82, 473-500.
    • (1997) Bound.-Layer Meteorol. , vol.82 , pp. 473-500
    • Alapaty, K.1    Raman, S.2    Niyogi, D.3
  • 4
    • 3343006936 scopus 로고    scopus 로고
    • Parameter estimation in an intermediate complexity earth system model using an ensemble Kalman filter
    • Annan, J. D., Hargreaves, J. C., Edwards, N. R. and Marsh, R. 2005a. Parameter estimation in an intermediate complexity earth system model using an ensemble Kalman filter. Ocean Modell. 8, 135-154.
    • (2005) Ocean Modell. , vol.8 , pp. 135-154
    • Annan, J.D.1    Hargreaves, J.C.2    Edwards, N.R.3    Marsh, R.4
  • 5
    • 17144401880 scopus 로고    scopus 로고
    • Parameter estimation in an atmospheric GCM using the ensemble Kalman filter
    • Annan, J. D., Lunt, D. J. and Valdes, P. J. 2005b. Parameter estimation in an atmospheric GCM using the ensemble Kalman filter. Nonlinear Proc. Geophys. 12, 363-371.
    • (2005) Nonlinear Proc. Geophys. , vol.12 , pp. 363-371
    • Annan, J.D.1    Lunt, D.J.2    Valdes, P.J.3
  • 6
    • 0001204379 scopus 로고
    • Control of inversion height by surface heating
    • Ball, F. K. 1960. Control of inversion height by surface heating. Q. J. R. Meteorol. Soc. 44, 2823-2838.
    • (1960) Q. J. R. Meteorol. Soc. , vol.44 , pp. 2823-2838
    • Ball, F.K.1
  • 7
    • 0001677717 scopus 로고
    • Controlling the false discovery rate: a practical and powerful approach to multiple testing
    • Benjamini, Y. and Hochberg, Y. 1995. Controlling the false discovery rate: a practical and powerful approach to multiple testing. J. R. Stat. Soc. 57B, 289-300.
    • (1995) J. R. Stat. Soc. , vol.57 B , pp. 289-300
    • Benjamini, Y.1    Hochberg, Y.2
  • 9
    • 49749099659 scopus 로고    scopus 로고
    • Contributions of mixed physics and perturbed lateral boundary conditions to the skill and spread of precipitation forecasts from a wrf ensemble
    • Clark, A., Gallus Jr., W. A. and Chen, T.-C. 2008. Contributions of mixed physics and perturbed lateral boundary conditions to the skill and spread of precipitation forecasts from a wrf ensemble. Mon. Wea. Rev. 136, 2140-2156.
    • (2008) Mon. Wea. Rev. , vol.136 , pp. 2140-2156
    • Clark, A.1    Gallus Jr, W.A.2    Chen, T.-C.3
  • 10
    • 0001482955 scopus 로고    scopus 로고
    • An introduction to estimation theory
    • Cohn, S. E. 1997. An introduction to estimation theory. J. Meteorol. Soc. Jpn. 75, 257-288.
    • (1997) J. Meteorol. Soc. Jpn. , vol.75 , pp. 257-288
    • Cohn, S.E.1
  • 11
    • 0024921060 scopus 로고
    • Numerical study of convection observed during the Winter Monsoon Experiment using a mesoscale two-dimensional model
    • Dudhia, J. 1989. Numerical study of convection observed during the Winter Monsoon Experiment using a mesoscale two-dimensional model. J. Atmos. Sci. 46, 3077-3107.
    • (1989) J. Atmos. Sci. , vol.46 , pp. 3077-3107
    • Dudhia, J.1
  • 12
    • 23144455758 scopus 로고    scopus 로고
    • Aspects of effective mesoscale, short-range, ensemble forecasting
    • Eckel, F. A. and Mass, C. F. 2005. Aspects of effective mesoscale, short-range, ensemble forecasting. Wea. Forecast. 20, 328-350.
    • (2005) Wea. Forecast. , vol.20 , pp. 328-350
    • Eckel, F.A.1    Mass, C.F.2
  • 13
    • 0019204220 scopus 로고
    • Numerical prediction of convectively driven mesoscale pressure systems. Part I: convective parameterization
    • Fritsch, J. M. and Chappel, C. F. 1980. Numerical prediction of convectively driven mesoscale pressure systems. Part I: convective parameterization. J. Atmos. Sci. 37, 1722-1733.
    • (1980) J. Atmos. Sci. , vol.37 , pp. 1722-1733
    • Fritsch, J.M.1    Chappel, C.F.2
  • 14
    • 0036553271 scopus 로고    scopus 로고
    • Initial results of a mesoscale short-range ensemble forecasting system over the Pacific Northwest
    • Grimit, E. P. and Mass, C. F. 2002. Initial results of a mesoscale short-range ensemble forecasting system over the Pacific Northwest. Wea. Forecast. 17, 192-205.
    • (2002) Wea. Forecast. , vol.17 , pp. 192-205
    • Grimit, E.P.1    Mass, C.F.2
  • 15
    • 79954476754 scopus 로고    scopus 로고
    • The U.S. Air Force Weather Agency's mesoscale ensemble: scientific description and performance results
    • co-authors. ., this issue.
    • Hacker, J. P., Ha, S.-Y., Snyder, C., Berner, J., Eckel, F. A., and co-authors. 2011. The U.S. Air Force Weather Agency's mesoscale ensemble: scientific description and performance results. Tellus 63A, this issue.
    • (2011) Tellus , vol.63 A
    • Hacker, J.P.1    Ha, S.-Y.2    Snyder, C.3    Berner, J.4    Eckel, F.A.5
  • 16
    • 1842587750 scopus 로고    scopus 로고
    • A revised approach to ice microphysical processes for the bulk parameterization of clouds and precipitation
    • Hong, S.-Y., Dudhia, J. and Chen, S.-H. 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
  • 17
    • 0001704660 scopus 로고    scopus 로고
    • Nonlocal boundary layer vertical diffusion in a medium-range forecast model
    • Hong, S.-Y. and Pan, H.-L. 1996. Nonlocal boundary layer vertical diffusion in a medium-range forecast model. Mon. Wea. Rev. 124, 2322-2339.
    • (1996) Mon. Wea. Rev. , vol.124 , pp. 2322-2339
    • Hong, S.-Y.1    Pan, H.-L.2
  • 18
    • 0035127191 scopus 로고    scopus 로고
    • Objective verification of the SAMEX'98 ensemble experiments
    • Hou, D., Kalnay, E. and Drogemeier, K. 2001. Objective verification of the SAMEX'98 ensemble experiments. Mon. Wea. Rev. 129, 73-91.
    • (2001) Mon. Wea. Rev. , vol.129 , pp. 73-91
    • Hou, D.1    Kalnay, E.2    Drogemeier, K.3
  • 19
    • 4043130798 scopus 로고    scopus 로고
    • An efficient stochastic Bayesian approach to optimal parameter and uncertainty estimation for climate model prediction
    • Jackson, C., Sen, M. K. and Stoffa, P. L. 2004. An efficient stochastic Bayesian approach to optimal parameter and uncertainty estimation for climate model prediction. J. Clim. 17, 2828-2841.
    • (2004) J. Clim. , vol.17 , pp. 2828-2841
    • Jackson, C.1    Sen, M.K.2    Stoffa, P.L.3
  • 20
    • 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. Meteorol. 43, 170-181.
    • (2004) J. Appl. Meteorol. , vol.43 , pp. 170-181
    • Kain, J.S.1
  • 21
    • 0025592294 scopus 로고
    • A one-dimensional entraining/detraining plume model and its application in convective parameterization
    • Kain, J. S. and Fritsch, J. M. 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
  • 22
    • 74549226096 scopus 로고    scopus 로고
    • Introduction of the GSI into the NCEP Global Data Assimilation system
    • co-authors. .
    • Kleist, D. T., Parrish, D. F., Derber, J. C., Treadon, R., Wu, W.-S. and co-authors. 2009. Introduction of the GSI into the NCEP Global Data Assimilation system. Wea. Forecast. 24, 1691-1705.
    • (2009) Wea. Forecast. , vol.24 , pp. 1691-1705
    • Kleist, D.T.1    Parrish, D.F.2    Derber, J.C.3    Treadon, R.4    Wu, W.-S.5
  • 23
    • 0021037440 scopus 로고
    • Statistical field significance and its determination by Monte Carlo techniques
    • Livezey, R. and Chen, W. 1983. Statistical field significance and its determination by Monte Carlo techniques. Mon. Wea. Rev. 111, 46-59.
    • (1983) Mon. Wea. Rev. , vol.111 , pp. 46-59
    • Livezey, R.1    Chen, W.2
  • 24
    • 0000241853 scopus 로고
    • Deterministic nonperiodic flow
    • Lorenz, E. N. 1963. Deterministic nonperiodic flow. J. Atmos. Sci. 20, 130-141.
    • (1963) J. Atmos. Sci. , vol.20 , pp. 130-141
    • Lorenz, E.N.1
  • 25
    • 0001256212 scopus 로고
    • The distribution of raindrops with size
    • Marshall, J. S. and Palmer, W. M. 1948. The distribution of raindrops with size. J. Meteorol. 5, 165-166.
    • (1948) J. Meteorol. , vol.5 , pp. 165-166
    • Marshall, J.S.1    Palmer, W.M.2
  • 26
    • 0028607746 scopus 로고
    • A comparison of shear and buoyancy-driven planetary boundary layer flows
    • Moeng, C. H. and Sullivan, P. P. 1994. A comparison of shear and buoyancy-driven planetary boundary layer flows. J. Atmos. Sci. 51, 999-1022.
    • (1994) J. Atmos. Sci. , vol.51 , pp. 999-1022
    • Moeng, C.H.1    Sullivan, P.P.2
  • 27
    • 4043124611 scopus 로고    scopus 로고
    • Quantification of modelling uncertainties in a large ensemble of climate change simulations
    • co-authors.
    • Murphy, J. M., Sexton, D. M. H., Barnett, D. N., Jones, G. S., Webb, M. J. and co-authors. 2004. Quantification of modelling uncertainties in a large ensemble of climate change simulations. Nature 430, 768-772.
    • (2004) Nature , vol.430 , pp. 768-772
    • Murphy, J.M.1    Sexton, D.M.H.2    Barnett, D.N.3    Jones, G.S.4    Webb, M.J.5
  • 28
    • 77951985776 scopus 로고    scopus 로고
    • Evaluation of planetary boundary layer scheme sensitivities for the purpose of parameter estimation
    • Nielsen-Gammon, J. W., Hu, X.-M., Zhang, F. and Pleim, J. E. 2010. Evaluation of planetary boundary layer scheme sensitivities for the purpose of parameter estimation. Mon. Wea. Rev. 138, 3400-3417.
    • (2010) Mon. Wea. Rev. , vol.138 , pp. 3400-3417
    • Nielsen-Gammon, J.W.1    Hu, X.-M.2    Zhang, F.3    Pleim, J.E.4
  • 29
    • 0037408693 scopus 로고    scopus 로고
    • Improvement of the k-profile model for the planetary boundary layer based on large eddy simulation data
    • Noh, Y., Cheon, W. G., Hong, S. Y. and Raasch, S. 2003. Improvement of the k-profile model for the planetary boundary layer based on large eddy simulation data. Bound.-Layer Meteorol. 107, 401-427.
    • (2003) Bound.-Layer Meteorol. , vol.107 , pp. 401-427
    • Noh, Y.1    Cheon, W.G.2    Hong, S.Y.3    Raasch, S.4
  • 30
    • 77955588931 scopus 로고    scopus 로고
    • Robust characterization of model physics uncertainty for simulations of deep moist convection
    • Posselt, D. J. and Vukećević, T. 2010. Robust characterization of model physics uncertainty for simulations of deep moist convection. Mon. Wea. Rev. 138, 1513-1535.
    • (2010) Mon. Wea. Rev. , vol.138 , pp. 1513-1535
    • Posselt, D.J.1    Vukećević, T.2
  • 31
    • 20444497873 scopus 로고    scopus 로고
    • Using Bayesian model averaging to calibrate forecast ensembles
    • Raftery, A. E., Gneiting, T., Blabdaoui, F. and Polakowski, M. 2005. Using Bayesian model averaging to calibrate forecast ensembles. Mon. Wea. Rev. 133, 1155-1174.
    • (2005) Mon. Wea. Rev. , vol.133 , pp. 1155-1174
    • Raftery, A.E.1    Gneiting, T.2    Blabdaoui, F.3    Polakowski, M.4
  • 32
    • 33947263828 scopus 로고    scopus 로고
    • Using numerical weather prediction to assess climate models
    • Rodwell, M. J. and Palmer, T. N. 2007. Using numerical weather prediction to assess climate models. Q. J. R. Meteorol. Soc. 133, 129-146.
    • (2007) Q. J. R. Meteorol. Soc. , vol.133 , pp. 129-146
    • Rodwell, M.J.1    Palmer, T.N.2
  • 33
    • 48749133248 scopus 로고    scopus 로고
    • Constraints on model response to greenhouse gas forcing and the role of subgrid-scale processes
    • co-authors. .
    • Sanderson, B. M., Knutti, R., Aina, T., Chirstensen, C., Faull, N. and co-authors. 2008. Constraints on model response to greenhouse gas forcing and the role of subgrid-scale processes. J. Clim. 21, 2384-2400.
    • (2008) J. Clim. , vol.21 , pp. 2384-2400
    • Sanderson, B.M.1    Knutti, R.2    Aina, T.3    Chirstensen, C.4    Faull, N.5
  • 35
    • 0029535428 scopus 로고
    • The shape of averaged drop size distributions
    • Sauvageot, H. and Lacaux, J.-P. 1995. The shape of averaged drop size distributions. J. Atmos. Sci. 52, 1070-1083.
    • (1995) J. Atmos. Sci. , vol.52 , pp. 1070-1083
    • Sauvageot, H.1    Lacaux, J.-P.2
  • 36
    • 79954574849 scopus 로고    scopus 로고
    • co-authors. A description of the advanced research WRF Version 3, Technical Report TN-475, National Center for Atmospheric Research.
    • Skamarock, W. C., Klemp, J. B., Dudhia, J., Gill, D. O., Barker, D. M. and co-authors. 2008. A description of the advanced research WRF Version 3, Technical Report TN-475, National Center for Atmospheric Research.
    • (2008)
    • Skamarock, W.C.1    Klemp, J.B.2    Dudhia, J.3    Gill, D.O.4    Barker, D.M.5
  • 37
    • 13444269104 scopus 로고    scopus 로고
    • Uncertainty in predictions of the climate response to rising levels of greenhouse gases
    • co-authors. .
    • Stainforth, D. A., Aina, T., Christensen, C., Collins, M., Faull, N. and co-authors. 2005. Uncertainty in predictions of the climate response to rising levels of greenhouse gases. Nature 433, 403-406.
    • (2005) Nature , vol.433 , pp. 403-406
    • Stainforth, D.A.1    Aina, T.2    Christensen, C.3    Collins, M.4    Faull, N.5
  • 38
    • 0033825565 scopus 로고    scopus 로고
    • Using initial condition and model physics perturbations in short-range ensemble simulations of mesoscale convective systems
    • Stensrud, D., Bao, J.-W. and Warner, T. T. 2000. Using initial condition and model physics perturbations in short-range ensemble simulations of mesoscale convective systems. Mon. Wea. Rev. 128, 2077-2107.
    • (2000) Mon. Wea. Rev. , vol.128 , pp. 2077-2107
    • Stensrud, D.1    Bao, J.-W.2    Warner, T.T.3
  • 39
    • 0242415326 scopus 로고    scopus 로고
    • Short-range ensemble predictions of 2-m temperature and dewpoint temperature over New England
    • Stensrud, D. J. and Yussouf, N. 2003. Short-range ensemble predictions of 2-m temperature and dewpoint temperature over New England. Mon. Wea. Rev. 131, 2510-2524.
    • (2003) Mon. Wea. Rev. , vol.131 , pp. 2510-2524
    • Stensrud, D.J.1    Yussouf, N.2
  • 40
    • 44949155490 scopus 로고    scopus 로고
    • Simultaneous estimation of microphysical parameters and atmospheric state with simulated radar data and ensemble square-root Kalman filter
    • Tong, M. and Xue, M. 2008. Simultaneous estimation of microphysical parameters and atmospheric state with simulated radar data and ensemble square-root Kalman filter. Mon. Wea. Rev. 136, 1630-1648.
    • (2008) Mon. Wea. Rev. , vol.136 , pp. 1630-1648
    • Tong, M.1    Xue, M.2
  • 41
    • 44449152506 scopus 로고    scopus 로고
    • Ensemble-based sensitivity analysis
    • Torn, R. and Hakim, G. 2008. Ensemble-based sensitivity analysis. Mon. Wea. Rev. 136, 663-677.
    • (2008) Mon. Wea. Rev. , vol.136 , pp. 663-677
    • Torn, R.1    Hakim, G.2
  • 42
    • 0022831526 scopus 로고
    • A simple model of the atmospheric boundary layer: sensitivity to surface evaporation
    • Troen, I. and Mahrt, L. 1986. A simple model of the atmospheric boundary layer: sensitivity to surface evaporation. Bound.-Layer Meteorol. 37, 129-148.
    • (1986) Bound.-Layer Meteorol. , vol.37 , pp. 129-148
    • Troen, I.1    Mahrt, L.2
  • 43
    • 11044230421 scopus 로고    scopus 로고
    • Controlling the proportion of falsely rejected hypotheses when conducting multiple tests with climatological data
    • Ventura, V., Paciorek, C. J. and Risbey, J. S. 2004. Controlling the proportion of falsely rejected hypotheses when conducting multiple tests with climatological data. J. Climatol. 17, 4343-4356.
    • (2004) J. Climatol. , vol.17 , pp. 4343-4356
    • Ventura, V.1    Paciorek, C.J.2    Risbey, J.S.3
  • 44
    • 0016057578 scopus 로고
    • 0 jump of raindrop spectra
    • 0 jump of raindrop spectra. J. Atmos. Sci. 31, 1067-1078.
    • (1974) J. Atmos. Sci. , vol.31 , pp. 1067-1078
    • Waldvogel, A.1
  • 45
    • 37549070304 scopus 로고    scopus 로고
    • Initial perturbations based on the ensemble transform (ET) technique in the NCEP global operational forecast system
    • Wei, M., Toth, Z., Wobus, R. and Zhu, Y. 2008. Initial perturbations based on the ensemble transform (ET) technique in the NCEP global operational forecast system. Tellus 60A, 62-79.
    • (2008) Tellus , vol.60 A , pp. 62-79
    • Wei, M.1    Toth, Z.2    Wobus, R.3    Zhu, Y.4
  • 46
    • 33750363179 scopus 로고    scopus 로고
    • On "field significance" and the false discovery rate
    • Wilks, D. S. 2006. On "field significance" and the false discovery rate. J. Appl. Meteorol. Climatol. 45, 1181-1189.
    • (2006) J. Appl. Meteorol. Climatol. , vol.45 , pp. 1181-1189
    • Wilks, D.S.1
  • 47
    • 0034069270 scopus 로고    scopus 로고
    • Comparison of a single-model EPS with a multi-model ensemble consisting of a few operational models
    • Ziehmann, C. 2000. Comparison of a single-model EPS with a multi-model ensemble consisting of a few operational models. Tellus 52A, 280-299.
    • (2000) Tellus , vol.52 A , pp. 280-299
    • Ziehmann, C.1


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