Skip to main content

Evaluation of the Spatio-Temporal Variability of Tropical Convection in GCMs by Using Geostationary Satellite Data

  • Conference paper
Climate Sensitivity to Radiative Perturbations

Part of the book series: NATO ASI Series ((ASII,volume 34))

Abstract

The temporal variability of convection at short time-scales (from diurnal to intra-seasonal) is an important characteristic outlining the response of the tropical atmosphere to astronomical forcing and its interaction with dynamical forcing. The spatial organisation of the convective cells into larger clusters of different sizes also is a strong characteristic of tropical convection. This paper presents analyses that can be used to evaluate the spatio-temporal variability in GCMs from measurements of geostationary meteorological satellites. The aim is not only to evaluate the description of the convective activity but also to trace the source of the cloud radiative forcing obtained in GCMs. These analyses make use of the modelled radiance in the infrared window and are compared to satellite data in a “model-to-satellite”approach. As an illustration, we present some preliminary results obtained from a comparison between the ECMWF model and Meteosat data over Africa and the Atlantic Ocean. Three model time series are used based either on “first guess” or on two runs without assimilation. The aim of the “first guess” time series is to validate the response of the cloud parameterization to realistic (i.e. close to the analysis) dynamical and thermodynamical fields. Two runs of three months without assimilation, identical except for the cloud scheme, are also analysed.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  • Duvel, J.P., 1988: Analysis of Diurnal, Interdiurnal and Interannual Variations during Northern Hemisphere Summers Using Meteosat Infrared Channels. J. Climate, 1, 471–484.

    Article  Google Scholar 

  • Duvel, J.P., 1989: Convection over tropical Africa and Atlantic Ocean during Northern summer. Part I: Interannual and diurnal variations. Mon. Wea. Rev., 117, 2782–2799.

    Article  Google Scholar 

  • Duvel, J.P., 1990: Convection over tropical Africa and Atlantic Ocean during northern summer. Part II: Modulation by easterly waves. Mon. Wea. Rev., 118, 1855–1868.

    Article  Google Scholar 

  • Fu, R., A.D. Del Genio and W.B. Rossow, 1990: Behavior of deep convective clouds in the tropical pacific deduced from ISCCP radiances. J. Climate, 3,1129–1152.

    Article  Google Scholar 

  • Lau, K.M., T. Nakazawa, and C.H. Sui, 1991: Observations of cloud cluster hierarchies over the tropical western pacific. J. Geophys. Res., 96, 3197–3208.

    Google Scholar 

  • Morcrette, J. J., 1989: Description of the radiation scheme in the ECMWF model. ECMWF Tech. Memo. No. 165, European Centre for Medium Range Weather Forecasts, Reading, England, 26pp.

    Google Scholar 

  • Morcrette, J.J., 1991: Evaluation of Model-generated cloudiness: Satellite-observed and model-generated diurnal variability of brightness temperature. Mon. Wea. Rev., 119, 1205–1224.

    Article  Google Scholar 

  • Salby, M.L., H.H. Hendon, K. Woodberry, and K. Tanaka, 1991: Analysis of global cloud imagery from multiple satellites, Bull. Am. Meteorol. Soc, 72, 467–480.

    Article  Google Scholar 

  • Schiffer, RA., and W.B. Rossow, 1983: The International Satellite Cloud Climatology Project (ISCCP): The first project of the World Climate Research Program. Bull. Amer. Meteor. Soc, 64, 779–784.

    Google Scholar 

  • Slingo, A., R.C. Wilderspin, and S.J. Brentnall, 1987: Simulation of the diurnal cycle of outgoing longwave radiation with an atmospheric GCM. Mon. Wea. Rev., 115, 1451–1457.

    Article  Google Scholar 

  • Slingo, J. M., 1987: The development and verification of a cloud prediction scheme for the ECMWF model, Quart. J. Roy. Meteor. Soc, 113, 899–927.

    Article  Google Scholar 

  • Slingo, J.M., K.R. Sperber, J.J. Morcrette and G.L. Potter, 1992: Analysis of the temporal behavior of convection in the tropics of the ECMWF model. J. Geophys. Res., 97, 18119–18135.

    Google Scholar 

  • Slingo, J.M., M. Blackburn, A. Betts, R. Brugge, K. Hodges, B. Hoskins, M. Miller, L. Steenman-Clark and J. Thuburn, 1994: Mean climate and transience in the tropics of the UGAMP GCM: Sensitivity to convective parameterization. Quart. J. Roy. Meteor. Soc, 120, 881–922.

    Article  Google Scholar 

  • Tiedtke, M., 1989: A comprehensive mass flux scheme for cumulus parameterization in large scale model. Mon. Wea. Rev., 117, 1779–1800.

    Article  Google Scholar 

  • Tiedtke, M., 1993: Representation of clouds in large-scale models. Mon. Wea. Rev., 121.3040–3061.

    Article  Google Scholar 

  • Toledo Machado, LA., J.P. Duvel and M. Desbois, 1993: Diurnal variations and modulation by Easterly waves of the size distribution of convective cloud clusters over West Africa and the Atlantic Ocean., Mon. Wea. Rev., 121, 37–49.

    Google Scholar 

  • Toledo Machado, LA., M. Desbois and J.P. Duvel, 1992: Structural characteristics of deep convective systems over tropical Africa and Atlantic Ocean. Mon. Wea. Rev., 120, 392–406.

    Article  Google Scholar 

  • Wilson, C.A. and J.F.B. Mitchell, 1986: Diurnal variation and cloud in a general circulation model. Quart. J. Roy. Meteor. Soc, 112, 347–369.

    Google Scholar 

  • Yu, W., G. Sèze, H. Le Treut and M. Desbois, 1991: Comparison of radiance fields observed from satellite and simulated by the LMD GCM. Dynamics Atmos. Oceans, 16,147–165.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1996 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Duvel, J.P., Morcrette, J.J., Klinker, E. (1996). Evaluation of the Spatio-Temporal Variability of Tropical Convection in GCMs by Using Geostationary Satellite Data. In: Treut, H.L. (eds) Climate Sensitivity to Radiative Perturbations. NATO ASI Series, vol 34. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-61053-0_4

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-61053-0_4

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-64673-7

  • Online ISBN: 978-3-642-61053-0

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics