Skip to main content
Log in

Cloudiness over the Black Sea region in 1985–2009 from satellite data

  • Published:
Russian Meteorology and Hydrology Aims and scope Submit manuscript

Abstract

The seasonal and interannual variability ofcloud fraction over the Black Sea region for the period of1985-2009 is analyzed using the CM SAF dataset obtained from the satellite measurements of a high-resolution AVHRR instrument. The features of geographic distribution and seasonal variations in cloudiness are investigated. The causes for its spatial inhomogeneity in different months are analyzed. It is demonstrated using the long-term dataset that the dramatic decrease in the amount of cloudiness occurred over the Black Sea region from 67% in 1985 to 54% in 2008. The value of the trend is -0.4% per year. Both the trends and the features of interannual variability of cloudiness, in particular, strongly pronounced four-year cycles, are in antiphase with variations in sea surface temperature. The cloudiness reduction accompanied by the increase in the influx of short-wave radiation may be the basic reason for the warming and sea surface temperature variations in the Black Sea region.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. M. V. Babii, A. E. Bukatov, and S. V. Stanichnyi, “Interannual Variability of Average Annual Black Sea Surface Temperature from the Satellite Data in 1986-2000,” Sistemy Kontrolya Okruzhayushchei Sredy (2003) [in Russian].

    Google Scholar 

  2. T. M. Bayankina, E. N. Voskresenskaya, and Yu. B. Ratner, “Studying the Interannual Variability of the Cloudiness Field in the Black Sea and Mediterranean Regions from the Sateltite Data,” Sistemy Kontrolya Okruzhayushchei Sredy, Issue 16 (2011) [in Russian].

    Google Scholar 

  3. T. M. Bayankina, E. N. Voskresenskaya, Yu. B. Ratner, and E. I. Kalinin, “Variability of Cloudiness Field over the Mediterranean Region from the Satellite Data,” Sistemy Kontrolya Okruzhayushchei Sredy (2008) [in Russian].

    Google Scholar 

  4. I. R. Egorova, T. A. Irisova, and V. P. Sadokov, “Formation Conditions of the Frontal Cloud System and Precipitation over the European Part of the USSR on October 14-17, 1971,” Trudy Gidromettsentra SSSR, No. 116 (1973) [in Russian].

    Google Scholar 

  5. V. V. Efimov and A. E. Anisimov, “Climatic Parameters of Wind-field Variability in the Black Sea Region: Numerical Reanalysis of Regional Atmospheric Circuiation,” Izv. Akad. Nauk, Fiz. Atmos. Okeana, No. 3, 47 (2011) [Izv., Atmos. Oceanic Phys., No. 3, 47 (2011)].

    Google Scholar 

  6. V. V. Efimov, M. V. Shokurov, and V. S. Barabanov, “Physical Mechanisms of Wind Circulation Forcing over the Inland Seas,” Izv. Akad. Nauk, Fiz. Atmos. Okeana, No. 2, 38 (2002) [Izv., Atmos. Oceanic Phys., No. 2, 38 (2002)].

    Google Scholar 

  7. V. A. Ivanov and V. N. Belokopytov, Oceanography of the Black Sea (Mar. Hydrophys. Univ., Sevastopol, 2011) [in Russian].

    Google Scholar 

  8. Yu. P. Il’in, L. N. Repetin, V. N. Belokopytov, et al., Hydrometeorological Conditions of the Ukrainian Seas, Vol. 2: The Black Sea (EMERCOM and NAS of the Ukraine, Mar. Div. Ukrainian Res. Hydrometeorol. Inst., 2012) [in Russian].

    Google Scholar 

  9. K. S. Casey, T. B. Brandon, P. Cornillon, and R. Evans, “The Past, Present and Future of the AVHRR Pathfinder SST Program,” in Oceanography from Space: Revisited (Springer, 2010).

    Google Scholar 

  10. A. Dybbroe, K.-G. Karlsson, and A. Thoss, “AVHRR Cloud Detection and Analysis Using Dynamic Thresholds and Radiative Transfer Modelling. Part 1: Algorithm Description,” J. Appl. Meteorol., No. 1, 41 (2005).

    Google Scholar 

  11. A. K. Heidinger, A. T. Evan, M. J. Foster, and A. Walther, “A Native Bayesian Cloud Detection Scheme Derived from CALIPSO and Applied within PATMOS-x,” J. Appl. Meteorol. Climatol., No. 6, 51 (2012).

    Google Scholar 

  12. K.-G. Karlsson and E. Johansson, “On the Optimal Method for Evaluating Cloud Products from Passive Satellite Imagery Using CALIPSO-CALIOP Data: Example Investigating the CM SAF CLARA-A1 Dataset,” Atmos. Meas. Tech., 6 (2013).

    Google Scholar 

  13. K. G. Karlsson, A. Riihela, R. Muller, et al., “CLARA-A1: CM SAF Clouds, Albedo and Radiation Dataset from AVHRR Data. Edition 1,” in Satellite Application Facility on Climate Monitoring (2012).

    Google Scholar 

  14. K. G. Karlsson, A. Riihela, R. Muller, et al., “CLARA-A1: The CM SAF Cloud, Albedo and Radiation Dataset from 28 Yr of Global AVHRR Data,” Atmos. Chem. Phys. Discuss., 13 (2013).

    Google Scholar 

  15. D. J. Kirshbaum, G. H. Bryan, R. Rotunno, and D. R. Durran, “The Triggering of Orographic Rainbands by Small-scale Topography,” J. Atmos. Sci., No. 5, 64 (2007).

    Google Scholar 

  16. M. Stengel, F. Kaspar, M. Lockhoff, et al., “Long-term Satellite-based Cloud Property Datasets Derived,” in CM SAF Conference Proceeding of the ITSC-18, Toulouse, France, 2012.

    Google Scholar 

  17. C. J. Stubenrauch, W. B. Rossow, S. Kinne, et al., “Assessment of Global Cloud Datasets from Satellites: Project and Database Initiated by the GEWEX Radiation Panel,” Bull. Amer. Meteorol. Soc., No. 7, 94 (2013).

    Google Scholar 

  18. I. F. Trigo, T. D. Davies, and G. R. Bigg, “Objective Climatology of Cyclones in the Mediterranean Region,” J. Climate, No. 6, 12 (1999).

    Google Scholar 

  19. H. Wernli and C. Schwierz, “Surface Cyclones in the ERA-40 Dataset (1958-2001). Part I: Novel Identification Method and Global Climatology,” J. Atmos. Sci., No. 10, 63 (2006).

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to A. A. Kubryakov.

Additional information

Original Russian Text © A.A. Kubryakov, M.V. Shokurov, S.V. Stanichnyi, 2016, published in Meteorologiya i Gidrologiya, 2016, No. 10, pp. 41-49.

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kubryakov, A.A., Shokurov, M.V. & Stanichnyi, S.V. Cloudiness over the Black Sea region in 1985–2009 from satellite data. Russ. Meteorol. Hydrol. 41, 691–697 (2016). https://doi.org/10.3103/S1068373916100046

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.3103/S1068373916100046

Keywords

Navigation