Skip to main content

Advertisement

Log in

Soil-precipitation feedbacks during the South American Monsoon as simulated by a regional climate model

  • Published:
Climatic Change Aims and scope Submit manuscript

Abstract

We summarize the recent progress in regional climate modeling in South America with the Rossby Centre regional atmospheric climate model (RCA3-E), with emphasis on soil moisture processes. A series of climatological integrations using a continental scale domain nested in reanalysis data were carried out for the initial and mature stages of the South American Monsoon System (SAMS) of 1993–92 and were analyzed on seasonal and monthly timescales. The role of including a spatially varying soil depth, which extends to 8 m in tropical forest, was evaluated against the standard constant soil depth of the model of about 2 m, through two five member ensemble simulations. The influence of the soil depth was relatively weak, with both beneficial and detrimental effects on the simulation of the seasonal mean rainfall. Secondly, two ensembles that differ in their initial state of soil moisture were prepared to study the influence of anomalously dry and wet soil moisture initial conditions on the intraseasonal development of the SAMS. In these simulations the austral winter soil moisture initial condition has a strong influence on wet season rainfall over feed back upon the monsoon, not only over the Amazon region but in subtropical South America as well. Finally, we calculated the soil moisture–precipitation coupling strength through comparing a ten member ensemble forced by the same space–time series of soil moisture fields with an ensemble with interactive soil moisture. Coupling strength is defined as the degree to which the prescribed boundary conditions affect some atmospheric quantity in a climate model, in this context a quantification of the fraction of atmospheric variability that can be ascribed to soil moisture anomalies. La Plata Basin appears as a region where the precipitation is partly controlled by soil moisture, especially in November and January. The continental convective monsoon regions and subtropical South America appears as a region with relatively high coupling strength during the mature phase of monsoon development.

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

  • Avissar R, Werth D (2005) Global hydroclimatological teleconnections resulting from tropical deforestation. J Hydrometeorol 6:134–145

    Article  Google Scholar 

  • Baidya Roy S, Avissar R (2002) Impact of land use/land cover change on regional hydrometeorology in Amazonia. J Geophys Res 107(D20):8037. doi:10.1029/2000JD000266

    Article  Google Scholar 

  • Berbery EH, Collini EA (2000) Springtime precipitation and water vapour flux over Southeastern South America. Mon Weather Rev 128:1328–1346

    Article  Google Scholar 

  • Branstator G (1983) Horizontal energy propagation in a barotropic atmosphere with meridional and zonal structure. J Atmos Sci 40:1689–1708

    Article  Google Scholar 

  • Champeaux JL, Masson V, Chauvin F (2005) ECOCLIMAP: a global database of land surface parameters at 1 km resolution. Met Appl 12:29–32

    Article  Google Scholar 

  • Christensen JH, Hewitson B, Busuioc A, Chen A, Gao X, Held I, Jones R, Kolli RK, Kwon WT, Laprise R, Rueda VM, Mearns L, Menéndez CG, Räisänen J, Rinke A, Sarr A, Whetton P (2007) Regional climate projections. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (eds) Climate change 2007: the physical science basis. Contribution of working group I to the fourth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge

    Google Scholar 

  • Collini EA, Berbery EH, Barros VR, Pyle ME (2008) How does soil moisture influence the early stages of the South American monsoon? J Clim 2:195–213

    Article  Google Scholar 

  • Costa MH, Foley JA (2000) Combined effects of deforestation and doubled atmospheric CO2 concentrations on the climate of Amazonia. J Clim 13:35–58

    Article  Google Scholar 

  • Dickinson RE, Henderson-Sellers A (1988) Modelling tropical deforestration: a study of GCM land–surface parameterizations. Q J R Meteorol Soc 114:439–462

    Article  Google Scholar 

  • Feddema JJ, Oleson K, Bonan G, Mearns L, Washington W, Meehl G, Nychka D (2005) A comparison of a GCM response to historical anthropogenic land cover change and model sensitivity to uncertainty in present-day land cover representations. Clim Dyn 25:581–609

    Article  Google Scholar 

  • Fennessy MJ, Shukla J (1999) Impact of initial soil wetness on seasonal atmospheric prediction. J Clim 12:3167–3180

    Article  Google Scholar 

  • Figueroa S, Satyamurti P, Silva Dias PL (1995) Simulation of the summer circulation over the South American region with an Eta coordinate model. J Atmos Sci 52:1573–1584

    Article  Google Scholar 

  • Fu R, Li W (2004) The influence of the land surface on the transition from the dry to wet season in Amazonia. Theor Appl Climatol 78:97–110

    Article  Google Scholar 

  • Fu R, Zhu B, Dickinson RE (1999) How do atmosphere and land surface influence seasonal changes of convection in the tropical Amazon? J Clim 12:1306–1321

    Article  Google Scholar 

  • Guo Z, Dirmeyer PA, Koster RD, Bonan G, Chan E, Cox P, Gordon CT, Kanae S, Kowalczyk E, Lawrence D, Liu P, Lu C, Malyshev S, McAvaney B, McGregor JL, Mitchell K, Mocko D, Oki T, Oleson KW, Pitman A, Sud YC, Taylor CM, Verseghy D, Vasic R, Xue Y, Yamada T (2006) GLACE: the global land–atmosphere coupling experiment. Part II: analysis. J Hydrometeorol 7:611–625

    Article  Google Scholar 

  • Kjellström E, Bärring L, Gollvik S, Hansson U, Jones C, Samuelsson P, Rummukainen M, Ullerstig A, Willén U, Wyser K (2005) A 140-year simulation of European climate with the new version of the Rossby Centre regional atmospheric climate model (RCA3). Reports Meteorology and Climatology No. 108, SMHI, SE-60176 Norrköping, Sweden, 54 pp

  • Kleidon A, Heimann M (2000) Assessing the role of deep rooted vegetation in the climate system with model simulations: mechanism, comparison to observations and implications for Amazonian deforestation. Clim Dyn 16:183–199

    Article  Google Scholar 

  • Koster RD, Suarez MJ, Heiser M (2000) Variance and predictability of precipitation at seasonal-to-interannual timescales. J Hydrometeorol 1:26–46

    Article  Google Scholar 

  • Koster RD, Guo Z, Dirmeyer P (2003) GLACE: quantifying land–atmosphere coupling strength across a broad range of climate models. CLIVAR Exchanges 28:1–3

    Google Scholar 

  • Koster RD, Dirmeyer PA, Guo Z, Bonan G, Chan E, Cox P, Gordon CT, Kanae S, Kowalczyk E, Lawrence D, Liu P, Lu C-H, Malyshev S, McAvaney B, Mitchell K, Mocko D, Oki T, Oleson K, Pitman A, Sud YC, Taylor CM, Verseghy D, Vasic R, Xue Y, Yamada T (2004) Regions of strong coupling between soil moisture and precipitation. Science 305:1138–1140

    Article  Google Scholar 

  • Koster RD, Guo Z, Dirmeyer PA, Bonan G, Chan E, Cox P, Davies H, Gordon CT, Kanae S, Kowalczyk E, Lawrence D, Liu P, Lu C, Malyshev S, McAvaney B, Mitchell K, Mocko D, Oki T, Oleson KW, Pitman A, Sud YC, Taylor CM, Verseghy D, Vasic R, Xue Y, Yamada T (2006) GLACE: the global land–atmosphere coupling experiment. Part I: overview. J Hydrometeorol 7:590–610

    Article  Google Scholar 

  • Lean J, Warrilow (1989) Simulation of the regional climatic impact of Amazon deforestration. Nature 342:411–413

    Article  Google Scholar 

  • Li W, Fu R (2004) Transition of the large-scale atmospheric and land surface conditions from the dry to the wet season over Amazonia as diagnosed by the ECMWF Re-analysis. J Clim 17:2637–2651

    Article  Google Scholar 

  • Marengo JA, Soares WR, Saulo C, Nicolini M (2004) Climatology of the low-level jet east of the Andes as derived from the NCEP–NCAR reanalyses: characteristics and temporal variability. J Clim 17:2261–2280

    Article  Google Scholar 

  • Menéndez CG, de Castro M, Boulanger J-P, D’Onofrio A, Sanchez E, Sörensson AA, Blazquez J, Elizalde A, Jacob D, Le Treut H, Li ZX, Núñez MN, Pfeiffer S, Pessacg N, Rolla A, Rojas M, Samuelsson P, Solman SA, Teichmann C (2009) Downscaling extreme month-long anomalies in southern South America. Clim Change (this issue)

  • Misra V, Dirmeyer PA, Kirtman BP (2002) A comparative study of two land surface schemes in regional climate integrations over South America. J Geophys Res 107(D20):8080. doi:10.1029/2001JD001284

    Article  Google Scholar 

  • Nepstad DC, de Carvalho CR, Davidson EA, Jipp PH, Lefebvre PA, Negreiros HG, da Silva ED, Stone TA, Trumbore SE, Vieira S (1994) The role of deep roots in the hydrological and carbon cycles of Amazonian forests and pastures. Nature 372:666–669

    Article  Google Scholar 

  • New M, Hulme M, Jones P (1999) Representing twentieth-century space time climate variability. Part I. Development of a 1961–1990 mean monthly terrestrial climatology. J Clim 12:829–856

    Article  Google Scholar 

  • New M, Hulme M, Jones P (2000) Representing twentieth-century space time climate variability. Part II: development of 1901–1996 monthly grids of terrestrial surface climate. J Clim 13:2217–2238

    Article  Google Scholar 

  • Nobre CA, Sellers PJ, Shukla J (1991) Amazonian deforestration and regional climatic change. J Clim 4:957–988

    Article  Google Scholar 

  • Nogués-Paegle J, Mechoso CR, Fu R, Berbery EH, Chao WC, Chen T-C, Cook K, Diaz AF, Enfield D, Ferreira R, Grimm AM, Kousky V, Liebmann B, Marengo J, Mo K, Neelin D, Paegle J, Robertson AW, Seth A, Vera CS, Zhou J (2002) Progress in Pan American CLIVAR research: understanding the South American monsoon. Meteorologica 27:1–30

    Google Scholar 

  • Sadershmukh PD, Hoskins BJ (1985) Vorticity balances in the tropics during the 1982–1983 El Niño-Southern Oscillation event. J R Meteorol Soc 111:261–278

    Article  Google Scholar 

  • Samuelsson P, Gollvik S, Ullerstig A (2006) The land-surface scheme of the Rossby Centre regional atmospheric climate model (RCA3). Report in Meteorology 122, SMHI. SE-601 76 Norrköping, Sweden

  • Sato N, Sellers PJ, Randall DA, Schneider EK, Shukla J, Kinter JL III, Hou Y-T, Albertazzi E (1989) Effects of implementing the simple biosphere model in a general circulation model. J Atmos Sci 46:2757–2782

    Article  Google Scholar 

  • Shukla J, Nobre C, Sellers P (1990) Amazon deforestration and climatic change. Science 247:1322–1325

    Article  Google Scholar 

  • Uppala SM, Kållberg PW, Simmons AJ, Andrae U, da Costa Bechtold V, Fiorino M, Gibson JK, Haseler J, Hernandez A, Kelly GA, Li X, Onogi K, Saarinen S, Sokka N, Allan RP, Andersson E, Arpe K, Balmaseda MA, Beljaars ACM, van de Berg L, Bidlot J, Bormann N, Caires S, Chevallier F, Dethof A, Dragosavac M, Fisher M, Fuentes M, Hagemann S, Hólm E, Hoskins BJ, Isaksen L, Janssen PAEM, Jenne R, McNally AP, Mahfouf J-F, Morcrette J-J, Rayner NA, Saunders RW, Simon P, Sterl A, Trenberth KE, Untch A, Vasiljevic D, Viterbo P, Woollen J (2005) The ERA-40 re-analysis. Q J R Meteorol Soc 131:2961–3012

    Article  Google Scholar 

  • van den Hurk B, Viterbo P, Beljaars A, Betts A (2000) Off-line validation of the ERA40 surface scheme. European Centre for Medium-Range Weather Forecasts Tech. Memo 295, 42 pp

  • van den Hurk B, Hirschi M, Schär C, Lenderink G, van Meijgaard E, van Ulden A, Rockel B, Hagemann S, Graham P, Kjellström E, Jones R (2005) Soil control on runoff response to climate change in regional climate model simulations. J Clim 18:3536–3551

    Article  Google Scholar 

  • Voldoire A, Royer JF (2004) Tropical deforestation and climate variability. Clim Dyn 22:857–874

    Article  Google Scholar 

  • Voldoire A, Royer JF (2005) Climate sensitivity to tropical land surface changes with coupled versus prescribed SSTs. Clim Dyn 24:843–862

    Article  Google Scholar 

  • Xue Y, De Sales F, Li W-P, Mechoso CR, Nobre CA, Juang H-M (2006) Role of land surface processes in South American monsoon development. J Clim 19:741–762

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Anna A. Sörensson.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Sörensson, A.A., Menéndez, C.G., Samuelsson, P. et al. Soil-precipitation feedbacks during the South American Monsoon as simulated by a regional climate model. Climatic Change 98, 429–447 (2010). https://doi.org/10.1007/s10584-009-9740-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10584-009-9740-x

Keywords

Navigation