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Low clouds and their forecast at the airports of the European part of the former USSR

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Abstract

Presented are the characteristics of the regime of low clouds (the ceiling is ≤1500 m) according to the METAR reports coming from 45 airports in the European part of the former USSR with the temporal resolution of observations of 30–60 min. Computed are the low cloud (LC) frequency in gradations of the amount of cloudiness of ≥4, ≥6, and 8 octants, its annual and diurnal variations, the duration and frequency of continuous LC existence for each airport. Studied are the dependences of LC frequency on the weather characteristics at the airport and on the parameters of grid-scale meteorological fields. Obtained are the statistical dependences for the LC forecast at the airports in gradations of ≥6 and 8 octants. For this purpose, the cluster analysis is carried out and 45 airports are divided into seven groups according to the similarity signs of regime characteristics. The linear dependences of LC presence on the synchronous predictors (temperature and humidity characteristics) forecasted within the frameworks of numerical models are obtained by means of the discriminant analysis for each group. Obtained is the significant skill score of LC forecast based both on the dependent and independent samples (2009–2010). Realized is the technique of computing the prognostic chart of low clouds based on the output data of COSMO-RU7 operational mesoscale model.

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References

  1. K. G. Abramovich, “Formation Conditions and Forecast of Low Clouds,” Trudy Gidromettsentra SSSR (Trans. Hydrometcenter USSR), Issue 78 (1973) [in Russian].

  2. S. A. Aivazyan, Applied Statistics: Classification and Dimension Reduction (Finansy i Statistika, Moscow, 1989) [in Russian].

    Google Scholar 

  3. L. R. Arrago and M. E. Shvets, “On the Theory of Formation and Evolution of Nonconvective Clouds,” Trudy GGO (Trans. Main Geophys. Observatory), Issue 121 (1961) [in Russian].

  4. A. M. Borovikov, “Description of Cloud Layers over Moscow from the Aircraft Data,” Trudy TsAO (Trans. Centr. Aerolog. Observatory), Issue 2 (1947) [in Russian].

  5. M. I. Budyko and M. I. Yudin, “Heat Exchange between the Earth’s Surface and the Atmosphere and Equilibrium Temperature Gradient,” Meteorol. Gidrol., No. 1 (1948) [in Russian].

  6. V. A. Devyatova, “Some Characteristics of Stratiform Clouds,” Meteorol. Gidrol., No. 8 (1973) [in Russian].

  7. L. S. Dubrovina, Clouds and Precipitation from the Aircraft Sounding Data (Gidrometeoizdat, Leningrad, 1982) [in Russian].

    Google Scholar 

  8. E. G. Zak, “Description of Air-Mass Inversion Clouds from the Aircraft Data,” Meteorol. Gidrol., No. 5 (1938) [in Russian].

  9. E. G. Zak and O. V. Marfenko, “Structure of Lower Edge of Cloud Cover,” Trudy TsAO (Trans. Centr. Aerolog. Observatory), Issue 7 (1952) [in Russian].

  10. A. S. Zverev, Synoptic Meteorology (Gidrometeoizdat, Leningrad, 1977) [in Russian].

    Google Scholar 

  11. A. R. Ivanova, “An Experience of the Humidity Forecasts Verification and Assessment of Their Applicability in Forecasting if the Aircraft Icing Zones,” Meteorol. Gidrol., No. 6 (2009) [Russ. Meteorol. Hydrol., No. 6, 34 (2009)].

  12. V. Ya. Lobanova and M. V. Sokolova, “Description of Low Clouds in the Zone of Atmospheric Fronts,” Trudy NIIAK (Trans. Res. Inst. Aeroclimatol.), Issue 5 (1958) [in Russian].

  13. E. S. Selezneva, “Air-Mass Stratiform Clouds over Leningrad,” Trudy GGO (Trans. Main Geophys. Observatory), Issue 27 (1955) [in Russian].

  14. A. Kh. Khrgian, “On the Thickness of Stratiform Clouds,” Trudy TsAO (Trans. Centr. Aerolog. Observatory), Issue 79 (1967) [in Russian].

  15. N. P. Shakina, G. Yu. Kalugina, E. N. Skriptunova, and A. R. Ivanova, “Subjective and Objective Analysis of Atmospheric Fronts. 1. Objective Characteristics of Fronts Plotted by Synopticians,” Meteorol. Gidrol., No. 7 (1998) [Russ. Meteorol. Hydrol., No. 7 (1998)].

  16. N. P. Shakina, E. N. Skriptunova, and A. R. Ivanova, “Objective Analysis of Atmospheric Fronts and the Estimation of Its Efficiency,” Meteorol. Gidrol., No. 7 (2000) [Russ. Meteorol. Hydrol., No. 7 (2000)].

  17. L. D. Shishkina, “Some Characteristics of Low Stratiform Clouds under Different Synoptic Conditions,” Trudy TsAO (Trans. Centr. Aerolog. Observatory), Issue 79 (1967) [in Russian].

  18. J. R. Bocchieri, R. L. Crisci, H. R. Glahn, et al., “Recent Developments in Automated Prediction of Ceiling and Visibility,” J. Appl. Meteorol., No. 13 (1974).

  19. J. E. Ghirardelli, An Overview of the Redeveloped Localized Aviation MOS Program (LAMP) for Short-Range Forecasting (2005), http://ams.confex.com.ams.pdf (papers/95038.pdf).

  20. H. R. Glahn, “An Application of Adaptive Logic to Meteorological Prediction,” J. Appl. Meteorol., No. 3 (1964).

  21. C. Marzban, S. Leyton, and B. Colman, “Ceiling and Visibility via Neural Networks,” Wea. Forecast., No. 22 (2007).

  22. D. C. Norquist, “Cloud Predictions Diagnosed from Mesoscale Weather Model Forecasts,” Mon. Wea. Rev., No. 127 (1999).

  23. S. Roquelaure, R. Tardif, S. Remy, and T. Bergot, “Skill of a Ceiling and Visibility Local Ensemble Prediction System (LEPS) According to Fog-Type Prediction at Paris-Charles de Gaulle Airport,” Wea. Forecast., No. 24 (2009).

  24. D. E. Rudack and J. E. Ghirardelli, “A Comparative Verification of Localized Aviation Model Output Statistic Program (LAMP) and Numerical Weather Prediction (NWP) Model Forecasts of Ceiling Height and Visibility,” Wea. Forecast., No. 25 (2010).

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Original Russian Text © E.I. Vetrova, E.N. Skriptunova, N.P. Shakina, 2013, published in Meteorologiya i Gidrologiya, 2013, No. 1, pp. 12–31.

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Vetrova, E.I., Skriptunova, E.N. & Shakina, N.P. Low clouds and their forecast at the airports of the European part of the former USSR. Russ. Meteorol. Hydrol. 38, 6–19 (2013). https://doi.org/10.3103/S1068373913010020

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