Prediction of Clouds and Rain Using a z-Coordinate Nonhydrostatic Model

J. Steppeler DWD, Offenbach, Germany

Search for other papers by J. Steppeler in
Current site
Google Scholar
PubMed
Close
,
H. W. Bitzer Aw Geophys, Offenbach, Germany

Search for other papers by H. W. Bitzer in
Current site
Google Scholar
PubMed
Close
,
Z. Janjic NCEP, Camp Springs, Maryland

Search for other papers by Z. Janjic in
Current site
Google Scholar
PubMed
Close
,
U. Schättler DWD, Offenbach, Germany

Search for other papers by U. Schättler in
Current site
Google Scholar
PubMed
Close
,
P. Prohl DWD, Offenbach, Germany

Search for other papers by P. Prohl in
Current site
Google Scholar
PubMed
Close
,
U. Gjertsen met.no, Oslo, Norway

Search for other papers by U. Gjertsen in
Current site
Google Scholar
PubMed
Close
,
L. Torrisi CNMCA, Rome, Italy

Search for other papers by L. Torrisi in
Current site
Google Scholar
PubMed
Close
,
J. Parfinievicz *IMGW, Warsaw, Poland

Search for other papers by J. Parfinievicz in
Current site
Google Scholar
PubMed
Close
,
E. Avgoustoglou HNMS, Athens, Greece

Search for other papers by E. Avgoustoglou in
Current site
Google Scholar
PubMed
Close
, and
U. Damrath DWD, Offenbach, Germany

Search for other papers by U. Damrath in
Current site
Google Scholar
PubMed
Close
Restricted access

Abstract

The most common option for numerical models of the atmosphere is to use model layers following the surface of the earth, using a terrain-following vertical coordinate. The present paper investigates the forecast of clouds and precipitation using the z-coordinate nonhydrostatic version of the Lokalmodell (LM-z). This model uses model layers that are parallel to the surface of the sphere and consequently intersect the orography. Physical processes are computed on a special grid, allowing adequate grid spacing even over high mountains. In other respects the model is identical to the nonhydrostatic terrain-following version of the LM, which in a number of European countries is used for operational mesoscale forecasting. The terrain-following version of the LM (LM-tf) is used for comparison with the forecasts of the LM-z. Terrain-following coordinates are accurate when the orography is shallow and smooth, while z-coordinate models need not satisfy this condition. Because the condition of smooth orography is rarely satisfied in reality, z-coordinate models should lead to a better representation of the atmospheric flow near mountains and consequently to a better representation of fog, low stratus, and precipitation. A number of real-data cases, computed with a grid spacing of 7 and 14 km, are investigated. A total of 39 real-data cases have been used to evaluate forecast scores. A rather systematic improvement of precipitation forecasts resulted in a substantial increase of threat scores. Furthermore, RMS verification against radiosondes showed an improvement of the 24-h forecast, both for wind and temperature. To investigate the possibility of flow separation at mountain tops, the flow in the lee of southern Italy was investigated.

Corresponding author address: J. Steppeler, Deutscher Wetterdienst, Kaiserlaistr. 42, 63067 Offenbach, Germany. Email: juergen.steppeler@dwd.de

Abstract

The most common option for numerical models of the atmosphere is to use model layers following the surface of the earth, using a terrain-following vertical coordinate. The present paper investigates the forecast of clouds and precipitation using the z-coordinate nonhydrostatic version of the Lokalmodell (LM-z). This model uses model layers that are parallel to the surface of the sphere and consequently intersect the orography. Physical processes are computed on a special grid, allowing adequate grid spacing even over high mountains. In other respects the model is identical to the nonhydrostatic terrain-following version of the LM, which in a number of European countries is used for operational mesoscale forecasting. The terrain-following version of the LM (LM-tf) is used for comparison with the forecasts of the LM-z. Terrain-following coordinates are accurate when the orography is shallow and smooth, while z-coordinate models need not satisfy this condition. Because the condition of smooth orography is rarely satisfied in reality, z-coordinate models should lead to a better representation of the atmospheric flow near mountains and consequently to a better representation of fog, low stratus, and precipitation. A number of real-data cases, computed with a grid spacing of 7 and 14 km, are investigated. A total of 39 real-data cases have been used to evaluate forecast scores. A rather systematic improvement of precipitation forecasts resulted in a substantial increase of threat scores. Furthermore, RMS verification against radiosondes showed an improvement of the 24-h forecast, both for wind and temperature. To investigate the possibility of flow separation at mountain tops, the flow in the lee of southern Italy was investigated.

Corresponding author address: J. Steppeler, Deutscher Wetterdienst, Kaiserlaistr. 42, 63067 Offenbach, Germany. Email: juergen.steppeler@dwd.de

Save
  • Bryan, K., 1969: A numerical method for the study of the circulation of the World Ocean. J. Comput. Phys., 4 , 347376.

  • Gallus Jr., W. A., 2000: The impact of step orography on flow in the Eta Model: Two contrasting examples. Wea. Forecasting, 15 , 630637.

    • Search Google Scholar
    • Export Citation
  • Gallus, W. A., and J. Klemp, 2000: Behavior of flow over step orography. Mon. Wea. Rev., 128 , 11531164.

  • Janjic, Z. I., 1977: Pressure gradient force and advection scheme used for forecasting with steep and small scale topography. Contrib. Atmos. Phys., 50 , 186199.

    • Search Google Scholar
    • Export Citation
  • Kröner, D., 1997: Numerical Schemes for Conservation Laws. Wiley & Sons, 505 pp.

  • Mesinger, F., Z. Janjic, S. Nicovic, D. Gavrilov, and D. Deaven, 1988: The step-mountain coordinate: Model description and performance for cases of Alpine lee cyclogenesis and for a case of Appalachian redevelopment. Mon. Wea. Rev., 116 , 14931518.

    • Search Google Scholar
    • Export Citation
  • Pielke, R. A., and M. Segal, 1986: Mesoscale circulations forced by differential terrain heating. Mesoscale Meteorology and Forecasting, P. S. Ray, Ed., Amer. Meteor. Soc., 516–548.

    • Search Google Scholar
    • Export Citation
  • Saito, K., G. Doms, U. Schättler, and J. Steppeler, 1998: 3-d mountain waves by the Lokal Modell of DWD and the MRI Mesoscale Nonhydrostatic Model. Pap. Meteor., Geophys., 49 , 719.

    • Search Google Scholar
    • Export Citation
  • Saito, K., J. Steppeler, T. Kato, H. Eito, N. Seino, and A. Murata, 2001: Meeting summary: Report on the Third International SRNWP (Short Range Numerical Weather Prediction) Workshop on Nonhydrostatic Modelling. Bull. Amer. Meteor. Soc., 82 , 22452250.

    • Search Google Scholar
    • Export Citation
  • Staudenmaier, M. J., and J. Mittelstadt, 1997: Results of the western region evaluation of the Eta-10 model. Western Region Tech. Attachment 97-18, 12 pp. [Available from National Weather Service Western Region-SSD, 125 S. State St., Rm. 1311, Salt Lake City, UT 84147.].

  • Steppeler, J., H. W. Bitzer, M. Minotte, and L. Bonaventura, 2002a: Nonhydrostatic atmospheric modelling using a z-coordinate representation. Mon. Wea. Rev., 130 , 21432149.

    • Search Google Scholar
    • Export Citation
  • Steppeler, J., U. Schättler, H. W. Bitzer, A. Gassmann, U. Damrath, and G. Gregoric, 2002b: Meso gamma scale forecasts by nonhydrostatic model LM. Meteor. Atmos. Phys., 82 , 7596.

    • Search Google Scholar
    • Export Citation
  • Sundqvist, H., 1976: On vertical interpolation and truncation in connection with the use of sigma system models. Atmosphere, 14 , 3752.

    • Search Google Scholar
    • Export Citation
  • Wallace, J. M., S. Tibaldi, and A. J. Simmons, 1983: Reduction of systematic forecast errors in the ECMWF model through the introduction of an envelope orography. Quart. J. Roy. Meteor. Soc., 109 , 683717.

    • Search Google Scholar
    • Export Citation
  • Zängl, G., 2002: An improved method for computing horizontal diffusion in a sigma-coordinate model and its application to simulations over mountainous topography. Mon. Wea. Rev., 130 , 14231432.

    • Search Google Scholar
    • Export Citation
All Time Past Year Past 30 Days
Abstract Views 0 0 0
Full Text Views 2556 2319 60
PDF Downloads 129 34 6