Sensitivity of North American Numerical Weather Prediction to Initial State Uncertainty in Selected Upstream Subdomains

Gonzalo Miguez-Macho Department of Meteorology, University of Utah, Salt Lake City, Utah

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Jan Paegle Department of Meteorology, University of Utah, Salt Lake City, Utah

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Abstract

In this study the impact of initial uncertainty in localized regions on midrange forecast sensitivity over North America is studied. The local regions considered are the North American domain and two areas upstream, one covering the northeast Pacific and another extending farther west to include most of the North Pacific. The University of Utah Global Model and an estimate of initial uncertainty given by the differences between ECMWF and NCEP reanalyses are used. Control runs are performed with NCEP initial data globally. The effect of initial uncertainty on the control forecasts is simulated by a change of initial data from NCEP to ECMWF reanalysis first globally, and then only inside or only outside the selected domains. The impact of local initial uncertainty is quantified in comparison to the impact of initial uncertainty over the whole globe. Results from 17 cases show that regional state differences are less important than global state differences, unless the considered region covers most of the North Pacific.

Corresponding author address: Dr. Jan Paegle, Department of Meteorology, University of Utah, 135 S. 1460 E. RM 819, Salt Lake City, UT 84112-0110. Email: jpaegle@met.utah.edu

Abstract

In this study the impact of initial uncertainty in localized regions on midrange forecast sensitivity over North America is studied. The local regions considered are the North American domain and two areas upstream, one covering the northeast Pacific and another extending farther west to include most of the North Pacific. The University of Utah Global Model and an estimate of initial uncertainty given by the differences between ECMWF and NCEP reanalyses are used. Control runs are performed with NCEP initial data globally. The effect of initial uncertainty on the control forecasts is simulated by a change of initial data from NCEP to ECMWF reanalysis first globally, and then only inside or only outside the selected domains. The impact of local initial uncertainty is quantified in comparison to the impact of initial uncertainty over the whole globe. Results from 17 cases show that regional state differences are less important than global state differences, unless the considered region covers most of the North Pacific.

Corresponding author address: Dr. Jan Paegle, Department of Meteorology, University of Utah, 135 S. 1460 E. RM 819, Salt Lake City, UT 84112-0110. Email: jpaegle@met.utah.edu

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  • Bergot, T., 1999: Adaptive observations during FASTEX: A systematic survey of upstream flights. Quart. J. Roy. Meteor. Soc, 125 , 32713298.

    • Search Google Scholar
    • Export Citation
  • Bergot, T., G. Hello, A. Joly, and S. Malardel, 1999: Adaptive observations: A feasibility study. Mon. Wea. Rev, 127 , 743765.

  • Bishop, C. H., and Z. Toth, 1999: Ensemble transformation and adaptive observations. J. Atmos. Sci, 56 , 17481765.

  • Bosart, L. F., and Coauthors. . 1996: Large-scale antecedent conditions associated with the 12–14 March 1993 cyclone (“superstorm '93”) over eastern North America. Mon. Wea. Rev, 124 , 18651891.

    • Search Google Scholar
    • Export Citation
  • Buchmann, J., L. E. Buja, J. Nogués-Paegle, and J. Paegle, 1995: The dynamical basis of regional vertical motion fields surrounding localized tropical heating. J. Climate, 8 , 12171234.

    • Search Google Scholar
    • Export Citation
  • Caplan, P. M., 1995: The 12–14 March 1993 superstorm: Performance of the NMC global medium-range model. Bull. Amer. Meteor. Soc, 76 , 201212.

    • Search Google Scholar
    • Export Citation
  • Dickinson, M. J., L. F. Bosart, W. E. Bracken, G. J. Hakim, D. M. Schultz, M. A. Bedrick, and K. R. Tyle, 1997: The March 1993 superstorm cyclogenesis: Incipient phase synoptic- and convective-scale flow interaction and model performance. Mon. Wea. Rev, 125 , 30413072.

    • Search Google Scholar
    • Export Citation
  • Emanuel, K. A., and R. Langland, 1998: FASTEX Adaptive Observations Workshop. Bull. Amer. Meteor. Soc, 79 , 19151919.

  • Gibson, J. K., P. Kållberg, S. Uppala, A. Nomura, A. Hernandez, and E. Serrano, 1997: ERA description. Vol. 1. ECMWF Re-Analysis Project Report Series, ECMWF.

    • Search Google Scholar
    • Export Citation
  • Kalnay, E., and Coauthors. . 1996: The NCEP/NCAR 40-Year Reanalysis Project. Bull. Amer. Meteor. Soc, 77 , 437471.

  • Langland, R. H., and Coauthors. . 1999: The North Pacific Experiment (NORPEX-98): Targeted observations for improved North American weather forecasts. Bull. Amer. Meteor. Soc, 80 , 13631384.

    • Search Google Scholar
    • Export Citation
  • Lorenz, E. N., and K. A. Emanuel, 1998: Optimal sites for supplementary weather observations: Simulation with a small model. J. Atmos. Sci, 55 , 399414.

    • Search Google Scholar
    • Export Citation
  • Miguez-Macho, G., and J. Paegle, 1999: Optimal observation distribution for numerical weather prediction. Preprints, Third Symp. on Integrated Observing Systems, Dallas, TX, Amer. Meteor. Soc., 18–23.

    • Search Google Scholar
    • Export Citation
  • Miguez-Macho, G., and J. Paegle, 2000: Sensitivity of a global forecast model to initializations with reanalysis datasets. Mon. Wea. Rev, 128 , 38793889.

    • Search Google Scholar
    • Export Citation
  • Montani, A., A. J. Thorpe, R. Buizza, and P. Undén, 1999: Forecast skill of the ECMWF model using targeted observations during FASTEX. Quart. J. Roy. Meteor. Soc, 125 , 32193240.

    • Search Google Scholar
    • Export Citation
  • Nogués-Paegle, J., K. C. Mo, and J. Paegle, 1998: Predictability of the NCEP–NCAR reanalysis model during austral summer. Mon. Wea. Rev, 126 , 31353152.

    • Search Google Scholar
    • Export Citation
  • Paegle, J., 1989: A variable resolution global model based upon Fourier and finite element representation. Mon. Wea. Rev, 117 , 583606.

    • Search Google Scholar
    • Export Citation
  • Paegle, J., and J. Horel, 1991: The influence of observational uncertainty upon wind-based analyses. Preprints, Ninth Conf. on Numerical Weather Prediction, Denver, CO, Amer. Meteor. Soc., 779–782.

    • Search Google Scholar
    • Export Citation
  • Paegle, J., Q. Yang, and M. Wang, 1997: Predictability in limited area and global models. Meteor. Atmos. Phys, 63 , 5369.

  • Palmer, T. N., R. Gelaro, J. Barkmeijer, and R. Buizza, 1998: Singular vectors, metrics, and adaptive observations. J. Atmos. Sci, 55 , 633653.

    • Search Google Scholar
    • Export Citation
  • Pu, Z-X., and E. Kalnay, 1999: Targeting observations with the quasi-inverse linear and adjoint NCEP global models: Performance during FASTEX. Quart. J. Roy. Meteor. Soc, 125 , 33293337.

    • Search Google Scholar
    • Export Citation
  • Pu, Z-X., S. Lord, and E. Kalnay, 1998: Forecast sensitivity with dropwindsonde data and targeted observations. Tellus, 50A , 391410.

  • Rabier, F., E. Klinker, P. Courtier, and A. Hollingsworth, 1996: Sensitivity of forecast errors to initial conditions. Quart. J. Roy. Meteor. Soc, 122 , 121150.

    • Search Google Scholar
    • Export Citation
  • Szunyogh, I., Z. Toth, S. Majumdar, R. Morss, C. Bishop, and S. Lord, 1999a: Ensemble-based targeted observations during NORPEX. Preprints, Third Symp. on Integrated Observing Systems, Dallas, TX, Amer. Meteor. Soc., 74–77.

    • Search Google Scholar
    • Export Citation
  • Szunyogh, I., Z. Toth, K. A. Emanuel, C. H. Bishop, C. Sneider, R. H. Morss, J. Woolen, and T. Marchok, 1999b: Ensemble-based targeting experiments during FASTEX: The effect of dropsonde data from the Lear jet. Quart. J. Roy. Meteor. Soc, 125 , 31893217.

    • Search Google Scholar
    • Export Citation
  • Szunyogh, I., Z. Toth, R. H. Morss, S. J. Majumdar, B. J. Etherton, and C. H. Bishop, 2000: The effect of targeted dropsonde observations during the 1999 Winter Storm Reconnaissance Program. Mon. Wea. Rev, 128 , 35203537.

    • Search Google Scholar
    • Export Citation
  • Vukicevic, T., and J. Paegle, 1989: The influence of one-way interacting lateral boundary conditions on predictability of flow in bounded numerical models. Mon. Wea. Rev, 117 , 340350.

    • Search Google Scholar
    • Export Citation
  • Wang, M., J. Paegle, and S. P. DeSordi, 1999: Global variable resolution simulations of Mississippi River basin rains of summer 1993. J. Geophys. Res, 104 , 19 39919 414.

    • Search Google Scholar
    • Export Citation
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