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Mean, interannual variability and trends in a regional climate change experiment over Europe. I. Present-day climate (1961–1990)

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Abstract

We present an analysis of a multidecadal simulation of present-day climate (1961–1990) over Europe with the regional climate model RegCM nested within the global atmospheric model HadAMH. Climatic means, interannual variability and trends are examined, with focus on surface air temperature and precipitation. The RegCM driven by HadAMH fields is able to reproduce the basic features of the observed mean surface climate over Europe, its seasonal evolution and the regional detail due to topographic forcing. Surface air temperature biases are mostly less than 1–2 °C and precipitation biases mostly within 10–20%. The RegCM has more intense vertical transport of temperature and water vapor than HadAMH, which results in lower surface air temperatures and greater precipitation than found in the HadAMH simulation. In some cases this is in the direction of greater agreement with observations, while in others it is in the opposite direction. The simulation shows a tendency to overestimate interannual variability of temperature and precipitation compared to observations, particularly during summer and over the Mediterranean regions. It is shown that in DJF, MAM and SON the RegCM interannual variability is primarily determined by the boundary forcing from HadAMH, while in JJA the internal model physics and resolution effects dominate over many subregions of the domain, and the RegCM has higher interannual variability than HadAMH. The precipitation trends simulated by the nested modeling system for the period 1961–1990 capture some features of the observed trends, in particular the cold season drying over the Mediterranean regions. Ensembles of simulations are, however, needed for a more robust assessment of the model’s capability to simulate climatic trends. Overall, this simulation is of good quality compared with previous nested RegCM experiments and will constitute the basis for the generation of climate change scenarios over the European region to be reported in future work.

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References

  • Adam JC, Lettenmaier DP (2003) Adjustment of global gridded precipitation for systematic bias. J Geophys Res 108: 4257 doi:10.1029/2002JD002499

  • Christensen JH, Christensen OB (2003) Climate modelling: severe summertime flooding in Europe. Nature 421: 805–806

    Article  CAS  PubMed  Google Scholar 

  • Christensen JH, Machenhauer B, Jones RG, Schar C, Ruti PM, Castro M, Visconti G (1997) Validation of present-day regional climate simulations over Europe. LAM simulations with observed boundary conditions. Clim Dyn 13: 489–506

    Article  Google Scholar 

  • Christensen JH, Carter TR, Giorgi F (2002) PRUDENCE employs new methods to assess European climate change. EOS 83: 147

    Google Scholar 

  • Christensen OB, Christensen JH, Machenhauer B, Bozet M (1998) Very-high resolution regional climate simulations over Scandinavia. Present climate. J Clim 11: 3204–3229

    Article  Google Scholar 

  • Christensen OB, Gaertner MA, Prego JA, Polcher J (2001) Internal variability of regional climate models. Clim Dyn 17: 875–887

    Article  Google Scholar 

  • Cocke S, LaRow TE (2000) Seasonal predictions using a regional spectral model embedded within a coupled ocean-atmosphere model. Mon Weather Rev 128: 689–708

    Article  Google Scholar 

  • Cox PM, Betts RA, Bunton CB, Essery RLH, Rowntree PR, Smith J (1999) The impact of new land surface physics on the GCM simulation of climate and climate sensitivity. Clim Dyn 15: 183–203

    Article  Google Scholar 

  • Cusack S, Edwards JM, Crowther JM (1999) Investigating k-distribution methods for parametrizing gaseous absorption in the Hadley Centre climate model. J Geophys Res 104: 2051–2057

    Article  CAS  Google Scholar 

  • Dickinson RE, Henderson-Sellers A, Kennedy PJ (1993) Biosphere-Atmosphere Transfer Scheme (BATS) Version 1e as coupled to the NCAR Community Climate Model, NCAR Technical Note, NCAR/TN-387+STR, pp 72

  • Edwards JM, Slingo A (1996) Studies with a flexible new radiation code. I: choosing a configuration for a large scale model. Q J R Meteorol Soc 122: 689–719

    Article  Google Scholar 

  • Ekman AML, Rodhe H (2003) Regional temperature response due to indirect sulfate aerosol forcing: impact of model resolution. Clim Dyn 21: 1–10

    Article  Google Scholar 

  • Fennessy MJ, Shukla J (2000) Seasonal prediction over North America with a regional model nested in a global model. J Clim 13: 2605–2627

    Article  Google Scholar 

  • Folland CK, Karl TL, Christy JR, Clarke RA, Gruza GV, Jouzel J, Mann ME, Oerlemans J, Salinger MJ, Wang S-W (2001) Observed climate variability and change. In: Houghton JT, Ding Y, Griggs DJ, Noguer M, van der Linden PJ, Xiaoxu D (eds) Chapter 2 of Climate change 2001; The scientific basis. Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change (IPCC), Cambridge University Press, Cambridge, UK, pp 99–181

  • Fukutome S, Frei C, Luthi D, Schar C (1999) The interannual variability as a test ground for regional climate simulations over Japan. J Meteorol Soc Japan 77: 649–672

    Google Scholar 

  • Giorgi F (2002a) Variability and trends of sub-continental scale surface climate in the twentieth century. Part I: Observations. Clim Dyn 18: 675–691

    Article  Google Scholar 

  • Giorgi F (2002b) Variability and trends of sub-continental scale surface climate in the twentieth century. Part II: AOGCM simulations. Clim Dyn 18: 693–708

    Article  Google Scholar 

  • Giorgi F (2002c) Dependence of surface climate interannual variability on spatial scale. Geophys Res Lett 29: 2101, doi: 10.1029/2002GL016175

  • Giorgi F, Mearns LO (1991) Approaches to regional climate change simulation: a review. Rev Geo 29: 191–216

    Google Scholar 

  • Giorgi F, Marinucci MR (1996a) An investigation of the sensitivity of simulated precipitation to model resolution and its implications for climate studies. Mon Weather Rev 124: 148–166

    Article  Google Scholar 

  • Giorgi F, Marinucci MR (1996b) Improvements in the simulation of surface climatology over the European region with a nested modeling system. Geophys Res Lett 23: 273–276

    Article  Google Scholar 

  • Giorgi F, Mearns LO (1999) Introduction to special section: regional climate modeling revisited. J Geophys Res 104: 6,335–6,352

    Google Scholar 

  • Giorgi F, Shields C (1999) Tests of precipitation parametrizations available in the latest version of the ncar regional climate model (RegCM) over continental US. J Geophys Res 104: 6,353–6,375

    Google Scholar 

  • Giorgi F, Marinucci MR, Visconti G (1992) A 2XCO2 climate change scenario over Europe generated using a limited area model nested in a general circulation model II: climate change scenario. J Geophys Res 97: 1,0011–1,0028

    Google Scholar 

  • Giorgi F, Marinucci MR, Bates GT (1993a) Development of a second generation regional climate model(RegCM2). Part I. Boundary-layer and radiative transfer processes. Mon Weather Rev 121: 2,794–2,813

    Google Scholar 

  • Giorgi F, Marinucci MR, Bates GT, De Canio G (1993b) Development of a second generation regional climate model(RegCM2). Part II. Convective processes and assimilation of lateral boundary conditions. Mon Weather Rev 121: 2,814–2,832

    Google Scholar 

  • Giorgi F, Hurrell JW, Marinucci MR, Beniston M (1997) Elevation signal in surface climate change: a model study. J Clim 10: 288–296

    Article  Google Scholar 

  • Giorgi F, Hewitson B, Christensen JH, Hulme M, vonStorch H, Whetton P, Jones R, Mearns LO, Fu C (2001) Regional Climate Information - Evaluation and Projections. In: Houghton JT, Ding Y, Griggs DJ, Noguer M, van der Linden PJ, Xiaoxu D (eds) Chapter 10 of climate change 2001; the scientific basis. Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change (IPCC), Cambridge University Press, Cambridge, UK, pp 583–638

  • Giorgi F, Bi X, Qian Y (2002) Direct radiative forcing and regional climatic effects of anthropogenic aerosols over east Asia: a regional coupled climate-chemistry/aerosol model study. J Geophys Res 107: Art No 4439, doi:10.1029/2001JD001066

  • Giorgi F, Bi X, Qian Y (2003) Indirect versus direct effects of anthropogenic sulfate on the climate of east Asia as simulated with a regional coupled climate-chemistry/aerosol model. Clim Change 58: 345–376

    Article  CAS  Google Scholar 

  • Gregory D, Rowntree PR (1990) A mass flux convection scheme with representation of cloud ensemble characteristics and stability dependent closure. Mon Weather Rev 118: 1483–1506

    Article  Google Scholar 

  • Gregory D, Allen S (1991) the effect of convective scale downdrafts upon NWP and climate simulations. Ninth Conf Numerical Weather Prediction. Denver, Colorado, American Meteorological Society, pp 122–123

  • Gregory D, Morris D (1996) The sensitivity of climate simulations to the specification of mixed phase clouds. Clim Dyn 12: 641–651

    Article  Google Scholar 

  • Grell GA (1993) Prognostic evaluation of assumptions used by cumulus parameterizations. Mon Weather Re 121: 764–787

    Article  Google Scholar 

  • Grell GA, Dudhia J, Stauffer DR (1994) A description of the fifth generation Penn State/NCAR Mesoscale Model (MM5). NCAR Technical Note, NCAR/TN-398+STR, pp 121

  • Hoerling MP, Hurrell JW, Xu T (2001) Tropical origins for recent North Atlantic climate change. Science 292: 90–92

    CAS  PubMed  Google Scholar 

  • Holtslag AAM, de Bruijn EIF, Pan HL (1990) A high resolution air mass transformation model for short-range weather forecasting. Mon Weather Re 118: 1561–1575

    Article  Google Scholar 

  • Hurrell JW (1995) Decadal trends in the North Atlantic Oscillation regional temperatures and precipitation. Science 269: 676–679

    CAS  Google Scholar 

  • IPCC (1998) The regional impacts of climate change, an assessment of vulnerability, Watson RT, Zinyowera MC, Moss RH, Dokken DJ (eds) Cambridge University Press, Cambridge, UK, pp 517

  • IPCC (2000) Emission scenarios, In: Nakicenovic N (ed) A special report of Working Group III of the Intergovernmental Panel on Climate Change, Cambridge University Press, Cambridge, UK, pp 599

  • IPCC (2001) Climate change 2001; The scientific basis, In: Houghton JT, Ding Y, Griggs Dj, Noguer M, van der Linden PJ, Xiaoxu D (eds) Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change (IPCC), Cambridge University Press, Cambridge, UK, pp 583–638

  • Ji YM, Vernekar AD (1997) Simulation of the Asian summer monsoons of 1987 and 1988 with a regional model nested in a global GCM. J Clim 10: 1965–1979

    Article  Google Scholar 

  • Johns TC, Gregory JM, Ingram WJ, Johnson CE, Jones A, Mitchell JFB, Roberts DL, Sexton DMH, Stevenson DS, Tett SFB, Woodage MJ (2001) Anthropogenic climate change for 1860 to 2100 simulated with the HadCM3 model under updated emission scenarios. Hadley Centre Technical Note 22 pp 62

  • Jones RG, Murphy JM, Noguer M (1995) Simulation of climate change over Europe using a nested regional climate model. I: assessment of control climate, including sensitivity to location of lateral boundary conditions. Q J R Meteorol Soc 121: 1413–1449

    Article  Google Scholar 

  • Jones RG, Murphy JM, Noguer M, Keen M (1997) Simulation of climate change over Europe using a nested regional climate model. I: Comparison of driving and regional model responses to a doubling of carbon dioxide. Q J R Meteorol Soc. 123: 265–292

  • Kalnay M, Kanamitsu M, Kistler R, Collins W, Deaven D, Gandin L, Iredell M, Saha S, White G, Woollen J, Zhu Y, Chelliah M, Ebisuzaki W, Higgins W, Janowiak J, Mo KC, Ropelewski C, Wang J, Leetma A, Reynolds R, Jamme R, Joseph D (1996) The NCEP/NCAR 40-year reanalysis project. Bull Am Meterol Soc 77: 437–471

    Article  Google Scholar 

  • Kiehl JT, Hack JJ, Bonan GB, Boville BA, Briegleb BP, Williamson DL, Rasch PJ (1996) Description of the NCAR Community Climate Model (CCM3). NCAR Technical Note, NCAR/TN-420+STR, pp 152

  • Lal M, Bhaskaran B, Singh SK (1998) Indian summer monsoon variability as simulated by a regional model nested in a global model. Chinese J Atmos Sci 22: 93–102

    Google Scholar 

  • Legates DR, Willmott CJ (1990) Mean seasonal and spatial variability in gauge-corrected global precipitation. Int J Climatol 10: 111–127

    Google Scholar 

  • Loveland TR, Merchant JW, Ohlen DO, Brown JF (1991) Development of a land cover characteristics database for the conterminous United States. Photogrammetric Eng Rem Sens 57: 1453–1463

    Google Scholar 

  • Luthi D, Cress A, Davies XC, Frei C, Schar C (1996) Interannual variability and regional climate simulations. Theor Appl Climatol 53: 185–209

    Google Scholar 

  • Machenhauer B, Windelband M, Botzet M, Christensen JH, Deque M, Jones RG, Ruti PM, Visconti G (1998) Validation and analysis of regional present-day climate and climate change simulations over Europe. MPI Report 275, MPI, Hamburg, Germany

  • Marinucci MR, Giorgi F (1992) A 2XCO2 climate change scenario over Europe generated using a limited area model nested in a general circulation model I. Present day climate simulation. J Geophy Res 97: 9,989–10,009

    Google Scholar 

  • McGregor JJ (1997) Regional climate modelling. Meteorol Atmos Phys 63: 105–117

    Google Scholar 

  • New MG, Hulme M, Jones PD (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 MG, Hulme M, Jones PD (2000) Representing twentieth-century space time climate fields. Part II. Development of a 1901–1996 mean monthly terrestrial climatology. J Clim. 13: 2217–2238

  • Pal JS, Eltahir EAB (2003) A feedback mechanism between soil moisture distribution and storm tracks. Q J R Meteorol Soc 129: 2,279–2,298

    Article  Google Scholar 

  • Pal JS, Small EE, Eltahir EAB (2000) Simulation of regional - scale water and energy budgets: representation of subgrid cloud and precipitation processes within RegCM. J Geophys Res 105: 29,579–29,594

    Article  Google Scholar 

  • Philander SGH (1990) El Nino, La Nina and the Southern Oscillation. Academic Press, new York, pp 293

  • Pope VD, Gallani ML, Rowntree PR, Stratton RA (2000) The impact of new physical parametrisations in the Hadley Centre Climate model. Clim Dyn 16: 123–146

    Article  Google Scholar 

  • Räisänen J, Joelsson R (2001) Changes of average and extreme precipitation in two regional climate model experiments. Tellus A 53: 547–566

    Article  Google Scholar 

  • Räisänen J, Rummukainen M, Ullerstig A (2001) Downscaling of greenhouse gas induced climate change in two GCMs with the Rossby Centre regional climate model for Northern Europe. Tellus A 53: 168–191

    Article  Google Scholar 

  • Rayner NA, Parker DE, Horton EB, Folland CK, Alexander LV, Rowell DP, Kent EC, Kaplan A (2003) Global analyzes of SST, sea ice, and night marine air temperature since the late nineteenth century. J Geophys Res 108: 4407, doi: 10.1029/2002JD002670

  • Rodwell MJ, Rowell DP, Folland CK (1999) Oceanic forcing of the wintertime North Atlantic Oscillation and European climate. Nature 398: 320–323

    CAS  Google Scholar 

  • Rojas M, Seth A (2003) Simulation and sensitivity in a nested modeling system for South America. Part II: GCM boundary forcing. J Clim 16: 2454–2471

    Article  Google Scholar 

  • Rotach MW, Marinucci MR, Wild M, Tschuck P, Ohmura A, Beniston M (1997) Nested regional simulation of climate change over the Alps for the scenario of a doubled greenhouse forcing. Theor Appl Climatol 57: 209–227

    Google Scholar 

  • Seth A, Rojas M (2003) Simulation and sensitivity in a nested modeling system for South America. Part I. Reanalysis boundary forcing. J Clim 16: 2437–2453

    Article  Google Scholar 

  • Small EE, Giorgi F, Sloan LC (1999) Regional climate model simulation of precipitation in central Asia: mean and interannual variability. J Geophys Res 104: 6563–6582

    Article  Google Scholar 

  • Smith RNB (1990) A scheme for predicting layer clouds and their water content in a general circulation model. Q J R Meteorol Soc 116: 435–460

    Article  Google Scholar 

  • Smith RNB (1993) Experience and developments with the layer cloud and boundary layer mixing schemes in the UK Meteorological Office Unified Model. In: Proc ECMWF/GCSS workshop on parametrization of the cloud-topped boundary layer, 8–11 June 1993, ECMWF, Reading, UK

  • Sun L, Semazzi FHM, Giorgi F, Ogallo L (1999) Application of the NCAR regional climate model to eastern Africa. Part II. Simulation of interannual variability of short rains. J Geophys Res 104: 6549–6562

    Article  Google Scholar 

  • Willmott CJ, Matsuura K (2001) Terrestrial air temperature and precipitation: monthly and annual time series (1950–1999) (version 1.02). Center for Climte Research University of Delwark Newark, N.J., USA

    Google Scholar 

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Acknowledgements

This work was supported by the European Union Programme Energy, Environment and Sustainable Development under contract EVK2-2001-00156 (PRUDENCE). We would like to thank the Hadley Centre for providing the HadAMH data, the Climatic Research Unit for providing the CRU data and C. Willmott for providing the WM/LW data. We also thank two anonymous reviewers for their comments and suggestions, which helped to improve the quality of this work.

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Giorgi, F., Bi, X. & Pal, J.S. Mean, interannual variability and trends in a regional climate change experiment over Europe. I. Present-day climate (1961–1990). Climate Dynamics 22, 733–756 (2004). https://doi.org/10.1007/s00382-004-0409-x

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