Sensitivity of Recent and Future Regional Climate Simulations to Two Convection Schemes in the RegCM3 Nesting System

Im, Eun-Soon;Kim, Moon-Hyun;Kwon, Won-Tae;Bae, Deg-Hyo

  • Published : 20071100

Abstract

This study investigates the sensitivity of convective parameterization schemes (CPS) in a regional climate change and projection of a future climate (2051-2080) are discussed, with a focus on the comparison betwen both simulations implementing two different CPS, namely, the Grell scheme (Grell) and the MIT-Emanuel scheme (EMU). Based on the recent climate simulations, the EMU simulation shows a considerable improvement compared to the Grell simulation, indicating a reduction of cold and dry biases in the summer season. In general, the convective precipitation derived by for activating convection. However, the signal of future change derived by the diference between the recent and future climate simulations tends to be insensitive to the characteristics of the baseline climate condition due to the subtraction of the systematic eror in the underlying model. Both projections (Grell vs. EMU) agree in the direction of climate change, giving us more confidence in the projected temperature and precipitation changes. The temperature change shows a well-recognized feature of a warming signal with a maximum in statistical significance at the 5% con-fidence level in all seasons. For precipitation changes, the statistical significance is restricted to the cold season. The enhancement of winter precipitation is significant, increasing by aproximately 50% during 2051-2080.

Keywords

References

  1. Das, S., A. K. Mitra, G. R. Iyengar, and S. Mohandas, 2001: Comprehensive test of different cumulus parameterization schemes for the simulations of the Indian summer monsoon. Meteor. Atmos. Phys., 78, 227-244 https://doi.org/10.1007/s703-001-8176-1
  2. Dash, S. K., M. S. Shekhar, and G. P. Singh, 2006: Simulation of Indian summer monsoon circulation and rainfall using RegCM3. Theor. Appl. Climatol., 86, 161-172 https://doi.org/10.1007/s00704-006-0204-1
  3. Dickinson, R. E., A. Henderson Sellers, and P. J. Kennedy, 1993: Biosphere-Atmosphere Transfer Scheme(BATS) version 1 as coupled to the NCAR Community Climate Model. NCAR Tech. Note NCAR/TN-387+STR, 72pp
  4. Emanuel, K. A., 1991: A scheme for representing cumulus convection in large-scale models. J. Atmos. Sci., 48, 2313-2335 https://doi.org/10.1175/1520-0469(1991)048<2313:ASFRCC>2.0.CO;2
  5. Fu, C. B., 2003: Potential impacts of human-induced land cover change on East Asia monsoon. Global Planet. Change, 37, 219-229
  6. Gao, X., Y. Xu, Z.-C. Zhao, J. S. Pal, and F. Giorgi, 2006: On the role of resolution and topography in the simulation of East Asia precipitation. Theor. Appl. Climatol., 86, 173-185 https://doi.org/10.1007/s00704-005-0214-4
  7. Giorgi, F., and L. O. Mearns, 1999: Introduction to special section: Regional climate modeling revisited. J. Geophys. Res., 104, 6335-6352 https://doi.org/10.1029/98JD02072
  8. Giorgi, F., M. R. Marinucci, and G. T. Bates, 1993a: Development of a second generation regional climate model (RegCM2). Part I. Boundary-layer and radiative transfer processes. Mon. Wea. Rev., 121, 2794-2813 https://doi.org/10.1175/1520-0493(1993)121<2794:DOASGR>2.0.CO;2
  9. Giorgi, F., M. R. Marinucci, G. T. Bates, and De Canio G, 1993b: Development of a second generation regional climate model (RegCM2). Part II. Convective processes and assimilation of lateral boundary conditions. Mon. Wea. Rev., 121, 2814-2832 https://doi.org/10.1175/1520-0493(1993)121<2814:DOASGR>2.0.CO;2
  10. Grell, G. A., 1993: Prognostic evaluation of assumptions used by cumulus parameterizations. Mon. Wea. Rev., 121, 764-787 https://doi.org/10.1175/1520-0493(1993)121<0764:PEOAUB>2.0.CO;2
  11. Grell, G. A., J. Dudhia, and D. R. Stauffer, 1994: A description of the fifth generation Penn State/NCAR Mesoscale Model(MM5). NCAR Tech. Note NCAR/TN 398+STR, 121pp
  12. Gutowski, W. J., K. A. Kozak, R. W. Arritt, J. H. Christensen, J. C. Patton, and E. S. Takle, 2007: A possible constraint on regional precipitation intensity changes under global warming. J. Hydrometeor., in press
  13. Hagemann, S., and D. Jacob, 2007: Gradient in the climate change signal of European discharge predicted by a multi-model ensemble. Climatic Change, 81, 309-327 https://doi.org/10.1007/s10584-006-9225-0
  14. Holtslag, A. A. M., E. I. F. De Bruijin, and H. L. Pan, 1990: A high resolution air mass transformation model for short-range weather forecasting. Mon. Wea. Rev., 118, 1561-1575 https://doi.org/10.1175/1520-0493(1990)118<1561:AHRAMT>2.0.CO;2
  15. Hong, S.-Y., and J. Choi, 2006: Sensitivity of the simulated regional climate circulations over East Asia in 1997 and 1998 summers to three convective parameterization schemes. J. Korean Meteor. Soc., 42, 361-378
  16. Im, E.-S., and W.-T. Kwon, 2007: Characteristics of extreme climate sequences over Korea using a regional climate change scenario. Sci. Online Lett. Atmos., 3, 17-20
  17. Im, E.-S., E-H. Park, W.-T. Kwon, and F. Giorgi, 2006: Present climate simulation over Korea with a regional climate model using a one-way double-nested system. Theor. Appl. Climatol., 86, 187-200 https://doi.org/10.1007/s00704-005-0215-3
  18. Im, E.-S., W.-T. Kwon, J.-B. Ahn, and F. Giorgi, 2007a: Multi-decadal scenario simulation over Korea using a one-way double-nested regional climate model system. Part 1: Recent climate simulation (1971-2000). Climate Dyn., 28, 759-780 https://doi.org/10.1007/s00382-006-0203-z
  19. Im, E.-S., J.-B. Ahn, W.-T. Kwon, and F. Giorgi, 2007b: Multi-decadal scenario simulation over Korea using a one-way double-nested regional climate model system. Part 2: Future climate projection (2021-2050). Climate Dyn., DOI 10.1007/s00382-007-0282-5
  20. Im, E.-S.,M.-H. Kim, W.-T. Kwon, and S. Cocke, 2007c: Projected change in mean and extreme climate over Korea from a double-nested regional climate model simulation. J. Meteor. Soc. Japan, accepted
  21. Kiehl, J. T., J. J. Hack, G. B. Bonan, B. A. Boville, B. P. Briegleb, D. L. Williamson, and P. J. Rasch, 1996: Description of NCAR Community Climate Model (CCM3). NCAR Tech. Note NCAR/TN-420+STR, 152pp
  22. Lee, D.-K, and J.-G. Park, 2002: A comparison study of moist physics schemes in simulation of East Asian heavy rainfall. J. Korean Meteor. Soc., 38, 581-592
  23. Lee, D.-K, D.-H. Cha, and S.-J. Choi, 2005: A sensitivity study of regional climate simulation to convective parameterization schemes for 1998 East Asia summer monsoon. Terr. Atmos. Oceanic Sci., 16, 989-1015
  24. Meehl, G. A., F. Zwiers, J. Evans, T. Knutson, L. Mearns, and P. Whetton, 2000: Trends in extreme weather and climate events: Issues related to modeling extremes in projections of future climate change. Bull. Amer. Meteor. Soc., 81, 427-436 https://doi.org/10.1175/1520-0477(2000)081<0427:TIEWAC>2.3.CO;2
  25. Min, S.-K., S. Legutke, A. Hense, U. Cubasch, W.-T. Kwon, J.-H. Oh., and U. Schlese, 2006: East Asian climate change in the 21st century as simulated by the coupled climate model ECHO-G under IPCC SRES scenarios. J. Meteor. Soc. Japan, 84, 1-26 https://doi.org/10.2151/jmsj.84.1
  26. Pal, J. S., F. Giorgi, X. Bi, N. Elguindi, F. Solmon, X. Gao, M. Ashfaq, R. Francisco, J. Bell, N. Diffenbaugh, L. Sloan, A. Steiner, J. Winter, and A. Zakey, 2006: The ICTP RegCM3 and RegCNET: Regional climate modeling for the developing world. Bull. Amer. Meteor. Soc., in press
  27. Pal, J. S, E. E. Small, and E. A. B. Eltahir, 2000: Simulation of regional-scale water and energy budgets: Representation of subgrid cloud and precipitation processes within RegCM. J. Geophys. Res., 105, 29576- 29594
  28. Rajendran, K., R. S. Nanjundiah, and J. Srinivasan, 2002: Comparison of seasonal and intraseasonal variation of tropical climate in NCAR CCM2 GCM with two different cumulus schemes. Meteor. Atmos. Phys., 79, 57-86 https://doi.org/10.1007/s703-002-8229-0
  29. Ratnam, J. V., and K. K. Kumar, 2005: Sensitivity of the simulated monsoons of 1987 and 1988 to convective parameterization schemes in MM5. J. Climate, 18, 2724-2743 https://doi.org/10.1175/JCLI3390.1
  30. Seth, A., S. A. Rauscher, S. J. Camargo, J.-H. Qian, and J. S. Pal, 2006: RegCM3 regional climatologies for South America using reanalysis and ECHAM global model driving fields. Climate Dyn., 28, 461-480 https://doi.org/10.1007/s00382-006-0191-z
  31. Singh, G. P., J.-H. Oh, J.-Y. Kim, and O.-Y. Kim, 2006: Sensitivity of summer monsoon precipitation over East Asia to convective parameterization scheme in RegCM3. Sci. Online Lett. Atmos., 2, 29-32
  32. Sushama L., R. Laprise, D. Caya, A. Frigon, and M. Slivitzky, 2006: Canadian RCM projected climatechange signal and its sensitivity to model errors. Int. J. Climatol., 26, 2141-2159 https://doi.org/10.1002/joc.1362
  33. Zhu, J., and X.-Z. Liang, 2007: Regional climate model simulations of U.S. precipitation and surface air temperature during 1982-2002: Interannual variation. J. Climate, 20, 218-232 https://doi.org/10.1175/JCLI4129.1