Skip to main content
Log in

Climate predictability experiments with a general circulation model

  • Published:
Climate Dynamics Aims and scope Submit manuscript

Abstract

The atmospheric response to the evolution of the global sea surface temperatures from 1979 to 1992 is studied using the Max-Planck-Institut 19 level atmospheric general circulation model, ECHAM3 at T 42 resolution. Five separate 14-year integrations are performed and results are presented for each individual realization and for the ensemble-averaged response. The results are compared to a 30-year control integration using a climate monthly mean state of the sea surface temperatures and to analysis data. It is found that the ECHAM3 model, by and large, does reproduce the observed response pattern to El Nino and La Niña. During the El Nino events, the subtropical jet streams in both hemispheres are intensified and displaced equatorward, and there is a tendency towards weak upper easterlies over the equator. The Southern Oscillation is a very stable feature of the integrations and is accurately reproduced in all experiments. The inter-annual variability at middle- and high-latitudes, on the other hand, is strongly dominated by chaotic dynamics, and the tropical SST forcing only modulates the atmospheric circulation. The potential predictability of the model is investigated for six different regions. Signal to noise ratio is large in most parts of the tropical belt, of medium strength in the western hemisphere and generally small over the European area. The ENSO signal is most pronounced during the boreal spring. A particularly strong signal in the precipitation field in the extratropics during spring can be found over the southern United States. Western Canada is normally warmer during the warm ENSO phase, while northern Europe is warmer than normal during the ENSO cold phase. The reason is advection of warm air due to a more intense Pacific low than normal during the warm ENSO phase and a more intense Icelandic low than normal during the cold ENSO phase, respectively.

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

  • Arpe K, Bengtsson L, Dümenil L, Roeckner E (1994a) The hydrological cycle in the ECHAM3 simulations of the atmospheric circulation. In: Debois M, Desalmand F (eds) Global Precipitation and Climate Change. NATO ASI Series Vol I 26:361–377

  • Arpe K, Bengtsson L, Dümenil L, Giorgetta M (1994b) Variability of the Indian monsoon in the ECHAM3 model, Part II: sensitivity to sea surface temperatures of the northern Indian ocean, soil moisture over Eurasia and the stratospheric QBO. Conf Monsoon Variability, Trieste May 1994, WCRP-Rep 84, WMO/TD-No. 619:621–628

  • Asselin R (1972) Frequency filter for time integrations. Mon Weather Rev 100:487–490

    Google Scholar 

  • Barnett TP, Bengtsson L, Arpe K, Flügel M, Graham N, Latif M, Ritchie J, Roeckner E, Schlese U, Schulzweida U, Tyree M (1994) Forecasting global ENSO-related climate anomalies. Tellus 46A:381–397

    Google Scholar 

  • Bengtsson L., Schlese U, Roeckner E, Latif M, Barnett TP, Graham N (1993) A two-tiered approach to long-range climate forecasting. Science 261:1026–1029

    Google Scholar 

  • Bengtsson L, Botzet M, Esch M (1994a) Hurricane-type vortices in a general circulation model. Tellus 47A:175–196

    Google Scholar 

  • Bengtsson L (1994b) Wie gut können wir das Klima mit einem numerischen Modell der allgemeinen Zirkulation simulieren? Symp Observation und Simulation der Atmosphäre, Potsdam, 6–7 May 1993. Ann Meteorol 29:93–132

    Google Scholar 

  • Berlage HP (1966) The Southern Oscillation and world weather. K Ned Meteorol Inst Meded Verb 88:1–152

    Google Scholar 

  • Bjerknes J (1962) Synoptic survey of the interaction of sea and atmosphere in the North Atlantic. Geofys Publ 24:115–145

    Google Scholar 

  • Brankovic C, Palmer TN, Ferranti L (1994) Predictability of seasonal atmospheric variations. J Clim 7:217–237

    Google Scholar 

  • Brinkop S (1991) Inclusion of cloud processes in the ECHAM PBL parameterization. In: R Sausen (ed) Studying climate with the ECHAM atmospheric model. Large-scale atmospheric modelling, Rep 9, 5–14, Meteorologisches Institut, Universität Hamburg, Germany

    Google Scholar 

  • Brinkop S (1992) Parameterisierung von Grenzschichtwolken für Zirkulationsmodelle. Berichte aus dem Zentrum für Meeresund Klimaforschung, Reihe A. Meteorologie, Nr. 2, Meteorologisches Institut der Universität Hamburg, 77 pp

  • Cane MA (1992) Tropical Pacific ENSO models: ENSO as a mode of the coupled system. In: Trenberth K (ed), Climate system modeling, pp 583–614

  • Cubasch U (1985) The mean response of the ECMWF global model to the El Nino anomaly in extended range prediction. Atmos-Ocean 23:43–66

    Google Scholar 

  • Delecluse P, Servain J, Levy C, Arpe K, Bengtsson L (1994) On the connection between the 1984 Atlantic warm event and the 1982–1983 ENSO. Tellus 46A:448–464

    Google Scholar 

  • Doberitz R (1968) Cross-spectrum analyses of rainfall and sea temperature at the equatorial Pacific Ocean. Bonn Meteorol Abh 8:1–61

    Google Scholar 

  • Dümenil L, Todini E (1992) A rainfall-runoff scheme for use in the Hamburg GCM. In: O'Kane JP (ed) Advances in Theoretical Hydrology. European Geophysical Society Series on Hydrological Sciences, 1, Elsevier, pp 129–157

    Google Scholar 

  • Dümenil L, Arpe K, Bengtsson L (1994) Variability of the Indian Monsoon in the ECHAM3 model. Part I: MONEG and AMIP experiments. Conf Monsoon Variability, Trieste, May 1994, WCRP-Rep 84, WMO/TD-No. 619:609–620

  • Fraedrich K, Müller K (1992) Climate anomalies in Europe associated with ENSO extremes. Int J Clim 12:25–31

    Google Scholar 

  • Gates WL (1992) AMIP the atmospheric model intercomparison project. Bull Am Meteorol Soc 73 (12):1962–1970

    Article  Google Scholar 

  • Glantz MH, Katz RW, Nicholls N (eds) (1991) Teleconnections linking worldwide climate anomalies. Cambridge University Press, Cambridge, UK

    Google Scholar 

  • Graham NE, Ponater M, Barnett TP, Wilde R, Schubert S (1994) On the roles of tropical and mid-latitude SSTs in forcing interannual to interdecadal variability in the winter Northern Hemisphere circulation. J Clim 7:1416–1441

    Google Scholar 

  • Hense A, Kerschgens M, Raschke E (1982) An economical method for computing radiative transfer in circulation models. Q J R Meteorol Soc 108:231–252

    Google Scholar 

  • Hildebrandsson HH (1897) Quelque recherches sur les centres d'action de l'atmosphere. K Sven Vetenskaps Akad Handl 29:1–33

    Google Scholar 

  • Hoerling M, Blackmon M, Ting M (1992) Simulating the atmospheric response to the 1985–87 El Niño cycle. J Clim 5:669–682

    Google Scholar 

  • Ichiye T, Petersen J (1963) The anomalous rainfall of the 1957–58 winter in the equatorial central Pacific arid area. J Meteorol Soc Japan 41:172–182

    Google Scholar 

  • Janowiak JE, Arkin PA (1991) Rainfall variations in the tropics during 1986–1989, as estimated from observations of cloudtop temperature. J Geophys Res 96:3359–3373

    Google Scholar 

  • Kang IS, Lau NC (1987) Principal modes of atmospheric variability in model atmospheres with and without sea surface temperature forcing in the tropical Pacific. J Atmos Sci 43:2719–2735

    Google Scholar 

  • Kushnir Y (1993) Interdecadal variations in North Atlantic sea surface temperature and associated atmospheric conditions. J Clim 7:141–157

    Google Scholar 

  • Lau NC (1985) Modeling the seasonal dependence of atmospheric responses to observed El Niños 1962–1976. Mon Weather Rev 113:1970–1996

    Google Scholar 

  • Lau NC, Nath MJ (1994) A modelling study of the relative roles of tropical and extratropical SST anomalies in the variability of the global atmosphere-ocean system. J Clim 7:1184–1207

    Article  Google Scholar 

  • Laursen L, Eliasen E (1989) On the effects of damping mechanisms in an atmospheric general circulation model. Tellus 41A: 385–400

    Google Scholar 

  • Louis JF (1979) A parametric model of vertical eddy fluxes in the atmosphere. Boundary-Layer Meteorol 17:187–202

    Google Scholar 

  • May W, Bengtsson L (1994) On the intra-seasonal variability within the extra-tropics in a general circulation model and observational data. Proc Seventeenth Stanstead Seminar Lennoxville, Canada, Shepherd T (ed) 139–147

  • Miller MJ, Palmer TN, Swinbank R (1989) Parameterization and influence scale of sub-grid scale orography in general circulation and numerical weather prediction models. Meteorol Atmos Phys 40:84–109

    Google Scholar 

  • Miller ML, Beljaars A, Palmer TN (1992) The sensitivity of the ECMWF model to the parameterization of evaporation from tropical oceans. J Clim 5:418–434

    Google Scholar 

  • Palmer TN, Shutts GJ, Swinbank R (1986) Alleviation of a systematic westerly bias in general circulation and numerical weather prediction models through an orographic gravity wave drag parameterization. Q J R Meteorol Soc 112:1001–1031

    Google Scholar 

  • Palmer TN, Molteni F, Mureau R, Buizza R, Chapelet P, Tribbia J (1993) Ensemble prediction. (Available from ECMWF)

  • Pedersen K, Ese T, Kaneström I (1990) Persistent anomalies of sea-surface temperatures in the North Atlantic. Z Meteorol 40(4):229–23

    Google Scholar 

  • Philander SGH (1989) El Nino, La Nina, and the Southern Oscillation. Vol 46, International Geophysical Series, Academic Press

  • Ponater M, König I, Sausen R, Sielmann F (1994) Circulation regime fluctuations and their effect on intraseasonal variability in the ECHAM climate model. Tellus 46A:265–285

    Google Scholar 

  • Rasmussen EM, Carpenter TH (1983) The relationship between eastern equatorial Pacific sea surface temperature and rainfall over India and Sri Lanka. Mon Weather Rev 111:517–528

    Google Scholar 

  • Reynolds RW (1988) A real-time global sea surface temperature analysis. J Clim 1:75–86

    Article  Google Scholar 

  • Rockel B, Raschke E, Weynes B (1991) A parameterization of broad band radiative transfer properties of water, ice and mixed clouds. Beitr Phys Atmos 64:1–12

    Google Scholar 

  • Roeckner E, Arpe K, Bengtsson L, Brinkop S, Dümenil L, Esch M, Kirk E, Lunkeit F, Ponater M, Rockel B, Sausen R, Schlese U, Schubert S, Windelband M (1992) Simulation of the present-day climate with the ECHAM model: Impact of model physics and resolution. Max- Planck-Institut für Meteorologie, Hamburg, Rep 93

  • Roeckner E, Rieland M, Keup E (1991) Modelling of cloud and radiation in the ECHAM model. ECMWF/WCRP Workshop on Clouds, Radiative Transfer and the Hydrological Cycle, ECMWF, Reading, UK 199–222

  • Ropelewski CE, Halpert MS (1987) Global and regional scale precivitation and temperature patterns associated with the El Nino/Southern Oscillation. Mon Weather Rev 115:1606–1626

    Google Scholar 

  • Rudolf B, Hauschild H, Reiβ M, Schneider U (1992) The calculation of areal mean precipitation totals on a 2.5 grid by an objective analyses method. Meteorol Z 1:32–50

    Google Scholar 

  • Schemm J, Schubert S, Terry J, Bloom S (1992) Estimates of monthly mean soil moisture for 1979–1989. NASA Technical Memo 104571, 262 pp

  • Shukla J, Mooley DA (1987) Empirical prediction of summer monsoon rainfall over India. Mon Weather Rev 115:695–703

    Google Scholar 

  • Sundqvist H (1978) A parameterization scheme for non-convective condensation including prediction of cloud water content. Q J R Meteorol Soc 104:677–690

    Article  Google Scholar 

  • Tiedtke M (1989) A comprehensive mass flux scheme for cumulus parameterization in large-scale models. Mon Weather Rev 117:1779–1800

    Article  Google Scholar 

  • Trenberth KE, Shea DJ (1987) On the evolution of the Southern Oscillation. Mon Weather Rev 112:326–332

    Google Scholar 

  • Walker GT (1923) Correlation in seasonal variations in weather. VIII. A preliminary study of world weather. Mem Indian Meteorol Dep 24(4):75–131

    Google Scholar 

  • Walker GT (1924) Correlation in seasonal variations in weather. IX. A further study of world weather. Mem Indian Meteorol Dep 24(9):275–332

    Google Scholar 

  • Walker GT (1928) World weather III. Mem R Meteorol Soc 2:97–106

    Google Scholar 

  • Villwock A (1994) Enso induzierte Variabilität im Indischen Ozean. Examensarbeit Nr. 22, Max-Planck-Institut für Meteorologie, Hamburg, Germany

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Bengtsson, L., Arpe, K., Roeckner, E. et al. Climate predictability experiments with a general circulation model. Climate Dynamics 12, 261–278 (1996). https://doi.org/10.1007/BF00219500

Download citation

  • Received:

  • Accepted:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF00219500

Keywords

Navigation