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CORDEX 동아시아 지역에서 HadGEM2-AO를 경계조건으로 처방한 RegCM4의 상세 지역기후 모의성능

Simulation Skills of RegCM4 for Regional Climate over CORDEX East Asia driven by HadGEM2-AO

  • 오석근 (공주대학교 대기과학과) ;
  • 서명석 (공주대학교 대기과학과) ;
  • 차동현 (국제 태평양 연구센터, 하와이대학교 마노아 캠퍼스) ;
  • 최석진 (서울대학교 지구환경과학부)
  • Oh, Seok-Geun (Department of Atmospheric Science, Kongju National University) ;
  • Suh, Myoung-Seok (Department of Atmospheric Science, Kongju National University) ;
  • Cha, Dong-Hyun (International Pacific Research Center, University of Hawaii at Manoa) ;
  • Choi, Suk-Jin (School of Earth and Environmental Sciences, Seoul National University)
  • 투고 : 2011.10.28
  • 심사 : 2011.12.15
  • 발행 : 2011.12.31

초록

본 연구에서는 HadGEM2-AO 자료를 처방한 RegCM4를 이용하여 CORDEX 동아시아 영역에 대한 27년(1979-2005)간의 장기적분을 수행하였고, 기온과 강수에 대한 모의성능을 분석하였다. RegCM4는 전반적으로 기온의 공간분포, 계절 및 경년변동을 현실성 있게 잘 모의한 반면, 강수의 경우 시 공간 분포를 적절히 모의하지 못하였다. 특히, RegCM4는 동아시아 여름몬순에 의한 강수대를 위도 $30^{\circ}N$ 이하에서 정체하게 모의하면서 여름철 남한의 강수를 매우 과소하게 모의하였다. HadGEM2-AO를 적용한 RegCM4는 기온모의에서는 재분석자료를 처방한 경우와 유사한 모의성능을 보이지만, 강수모의에서는 현저히 낮은 모의성능을 보였다. 이는 여름철 남서풍을 상대적으로 저위도에 치우치게 모의하는 HadGEM2-AO의 특성이 RegCM4에 영향을 주어 동아시아 여름몬순 강수대의 발달-쇠퇴과정을 RegCM4가 적절히 모의하지 못하면서 나타난 결과로 판단된다.

In this study, 27-year (1979-2005) regional climate over the CORDEX East Asia domain was reproduced using a regional climate model, RegCM4, driven by HadGEM2-AO output, and the model's simulation skill was evaluated in terms of surface air temperature and precipitation. The RegCM4 reasonably simulated the spatial distribution and interannual variability and seasonal variability of surface air temperature, while it had systematic biases in the simulation of precipitation. In particular, simulated rainband of East Asian summer monsoon was southward shifted below $30^{\circ}N$ as compared with the observation, thereby, summer mean precipitation over South Korea was significantly underestimated. Simulated temperature from the RegCM4 driven by the HadGEM2-AO output was comparable to that driven by the reanalysis. However, the RegCM4 driven by the HadGEM2-AO had prominently poor skill in the simulation of precipitation. This can be associated with the distorted monsoon circulations in the driving data (i.e., HadGEM2-AO) such as southward shifted low-level southwesterly, which resulted in the erroneous evolution of East Asian summer monsoon simulated by RegCM4.

키워드

참고문헌

  1. 김찬수, 서명석, 2009, 베이지안 방법을 이용한 우리나라 강우특성(1954-2007)의 변화시점 및 변화유형 분석. 대기, 19, 199-211.
  2. 명지수, 서명석, 2010, 남한 지역에서 발생한 구름-지면 낙뢰의 극성별 특성. 한국지구과학회지, 31, 314-326.
  3. 오석근, 서명석, 명지수, 차동현, 2011, CORDEX 동아시아 영역에서 경계조건 및 적운모수화방안이 RegCM4를 이용한 남한 지역 기후모의에 미치는 영향 분석. 한국지구과학회, 32, 373-387.
  4. 윤희정, 김희종, 윤일희, 2006, 남한의 강수 계절성에 관한 연구. 한국지구과학회지, 27, 149-158.
  5. 이영호, 차동현, 이동규, 2008, 지역 기후 모형을 이용한 한반도 강수 모의에서 수평 해상도의 영향. 대기, 18, 387-395.
  6. 이효신, 간순영, 변영화, 강현석, 현유경, 백희정, 권원태, 2009, IPCC AR5 시나리오 산출을 위한 HadGEM2-AO 성능평가. 한국기상학회 가을 학술대회 논문집, 272-273.
  7. Cha, D.H. and Lee, D.K., 2009, Reduction of systematic errors in regional climate simulations of the summer monsoon over East Asia and the western North Pacific by applying the spectral nudging technique. Journal of Geophysical Research, 114, D14108, doi:10.1029/ 2008JD011176.
  8. Charney, J.G., 1975, Dynamics of deserts and drought in Sahel. Quarterly Journal of the Royal Meteorological Society, 101, 193-202. https://doi.org/10.1002/qj.49710142802
  9. Ding, Y.H., 1991, Summer monsoon rainfall in china. Journal of the Meteorological Society of Japan, 70 (1B) (Special Edition on Asian Monsoon), 243-266.
  10. Easterling, D.R., Meehl, G.A., Parmesan, C., Changnon, S.A., Karl, T.R., and Mearns, L.O., 2000, Climate extremes: Observations, modeling, and impacts. Science, 289, DOI 10.1126/science.289.5487.206.
  11. Emanuel, K.A., 1991, A scheme for representing cumulus convection in large-scale models. Journal of the Atmospheric Sciences, 48, 2313-2335. https://doi.org/10.1175/1520-0469(1991)048<2313:ASFRCC>2.0.CO;2
  12. Fu, C.B., Wang, S.Y., Xiong, Z., Gutowski, W.J., Lee, D.K., McGregor, J.L., Sato, Y., Kato, H., Kim, J.W., and Suh, M.S., 2005, Regional Climate Model Intercomparison Project for Asia (RMIP). Bulletin of the American Meteorological Society, 86, 257-266. https://doi.org/10.1175/BAMS-86-2-257
  13. Giorgi, F. and Mearns, L.O., 1999a, Introduction to special section: Regional climate modeling revisited. Journal of Geophysical Research, 104, 6335-6352. https://doi.org/10.1029/98JD02072
  14. Giorgi, F. and Mearns, L.O., 1999b, Tests of precipitation parameterization available in the latest version of the NCAR regional climate model (RegCM) over the continental U.S. Journal of Geophysical Research, 104, 6353-6376. https://doi.org/10.1029/98JD01164
  15. Grell, G.A., 1993, Prognostic evaluation of assumptions used by cumulus parameterizations. Monthly Weather Review, 121, 764-787. https://doi.org/10.1175/1520-0493(1993)121<0764:PEOAUB>2.0.CO;2
  16. Gutter, I., 2011, Reducing warm bias over the North-Eastern Europe in a regional climate model. Croatian Meteorological Journal, 44, 19-29.
  17. Ho, C.H., Lee, J.Y., Ahn, M.H., and Lee, H.S., 2003, A sudden change in summer rainfall characteristics in Korea during the late 1970s. International Journal of Climatology, 23, 117-128. https://doi.org/10.1002/joc.864
  18. Holtslag, A.A.M., De Bruijin, E.I.F., and Pan, H.L., 1990, A high resolution air mass transformation model for short-range weather forecasting. Monthly Weather Review, 118, 1561-1575. https://doi.org/10.1175/1520-0493(1990)118<1561:AHRAMT>2.0.CO;2
  19. Hong, S.Y., Moon, N.K., Lim, K.S.S., and Kim, J.W., 2010, Future climate change scenarios over Korea using a multi-nested downscaling system: A pilot study. Asia-Pacific Journal of Atmospheric Sciences, 26, 425-435
  20. Huang, R.H., Moon, S.E., Kim, B.J., and Yoo, C.S., 1997, Recent progresses and problems in the study of East Asia summer monsoon. Journal of the Korean Meteorological Society, 33, 627-639.
  21. Im, E.S., Kim, M.H., Kwon, W.T., and Bae, D.H., 2007, Sensitivity of recent and future regional climate simulations to two convection schemes in the RegCM3 nesting system. Journal of Korean meteorological society, 43, 411-427.
  22. IPCC, 2007, Climate Change 2007, Synthesis report. Contribution of working groups I, II and III to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. IPCC, 104 p.
  23. Iwashima, T. and Yamamoto, R., 1993, A statistical analysis of the extreme events. Long-term trend of heavy daily precipitation. Journal of the Meteorological Society of Japan, 71, 37-640.
  24. Jung, H.S., Choi, Y., Oh, J.H., and Lim, G.H., 2002, Recent trends in temperature and precipitation over South Korea. International Journal of Climatology, 22, 1327-1337. https://doi.org/10.1002/joc.797
  25. Kang, H.S., Cha, D.H., and Lee, D.K., 2005, Evaluation of the mesoscale model/land surface model (MM5/LSM) coupled model for East Asian summer monsoon simulations. Journal of Geophysical Research, 110, D10105, doi:10.1029/2004JD005266.
  26. Kiehl, J.T., Hack, J.J., Bonan, G.B., Boville, B.A., Briegleb, B.P., Williamson, D.L., and Rasch, P.J., 1996, Description of NCAR Community Climate Model (CCM3). NCAR Technical Note NCAR/TN-420+STR, 152 p.
  27. Krichak, S.O., 2008, Regional climate model simulation of present-day regional climate over the european part of Russia with RegCM3. Russian Meteorology and Hydrology, 22, 20-26.
  28. Kwon, W.T., 2005, Current status and perspectives of climate change sciences (in Korean with English abstract). Journal of the Korean Meteorological Society, 41, 325-336.
  29. Latif, M., Anderson, D., Barnett, T., Care, M., Kleeman, R., Leetmaa, A., Obrien, J., Rosati, A., and Schneider, E., 1998, A Review of the predictability and prediction of ENSO. Journal of Geophysical Research, 103, 14375-14393. https://doi.org/10.1029/97JC03413
  30. Lee, D.K. and Suh, M.S., 2000, Ten-year east Asian summer monsoon simulation using a regional climate model (RegCM2). Journal of Geophysical Research, 105, 29565-29577. https://doi.org/10.1029/2000JD900438
  31. Oleson, K.W., Niu, G.Y., Yang, Z.L., Lawrence, D.M., Thornton, P.E. Lawrence, P.J., Stockli, R., Dickinson, R.E., Bonan, G.B., Levis, S., Dai, A., and Qian, T., 2008, Improvements to the community land model and their impact on the hydrological cycle. Journal of Geophysical Research-Biogeosciences, 113, doi:10.1029/ 2007JG000563.
  32. Steiner, L.A., Pal, J.S., Rauscher, S.A., Bell, J.L., Diffenbaugh, N.S., Boone, A., Sloan, L.C., and Giorgi, F., 2009, Land surface coupling in regional climate simulations of the West African monsoon. Climate Dynamics, doi:10.1007/s00382-009-0543-6.
  33. Suh, M.S. and Lee, D.K., 2004, Impact of land/cover changes on surface climate over east Asia ofr extreme climate cases using RegCM2. Journal of Geophysical Research, 109, D02108, doi:10.1029/2003JD003681.
  34. Suh, M.S., Oh, S.G., Lee, D.K., Cha, D.H., Choi, S.J., Jin, C.S., and Hong, S.Y., 2011, Development of new ensemble methods based on the performance skills of regional climate models over South Korea. Jounal of Climate, in review.
  35. Yhang, Y.B. and Hong, S.Y., 2008, A Simulated Climatology of the East Asian Summer Monsoon Using a Regional Spectral Model. Asia-Pacific Journal of Atmospheric Sciences, 44, 325-339.
  36. Zhang, D.F., GAO, X.J., Ouyang, L.C., and Dong, W.J., 2008, Simulation of present climate over East Asia by a regional climate model. Journal of Tropical Meteorology, 14, 19-23.
  37. CGIAR CSI Portal, 2010, CRU-TS3.0. http://www.cgiarcsi. org/data/item/55-cru-ts-30-climate-database (검색일:2011. 6. 30.)
  38. ICTP Portal, 2010, RegCM4. http://esp.ictp.it/research/espmodels/ regcm3 (검색일: 2010. 8. 30.)

피인용 문헌

  1. Present-Day Climate of the Korean Peninsula Centered Northern East Asia Based on CMIP5 Historical Scenario Using Fine-Resolution WRF vol.23, pp.4, 2013, https://doi.org/10.14191/Atmos.2013.23.4.527
  2. Characteristics of Daily Precipitation Data Based on the Detailed Climate Change Ensemble Scenario Depending on the Regional Climate Models and the Calibration vol.15, pp.4, 2015, https://doi.org/10.9798/KOSHAM.2015.15.4.261
  3. Comparison of Characteristics and Spatial Distribution Tendency of Daily Precipitation based on the Regional Climate Models for the Korean Peninsula vol.15, pp.4, 2015, https://doi.org/10.9798/KOSHAM.2015.15.4.59
  4. Prediction of future hydrologic variables of Asia using RCP scenario and global hydrology model vol.49, pp.6, 2016, https://doi.org/10.3741/JKWRA.2016.49.6.551
  5. Projections of high resolution climate changes for South Korea using multiple-regional climate models based on four RCP scenarios. Part 2: precipitation vol.52, pp.2, 2016, https://doi.org/10.1007/s13143-016-0018-8
  6. Assessment of the RegCM4 over East Asia and future precipitation change adapted to the RCP scenarios vol.119, pp.6, 2014, https://doi.org/10.1002/2013JD020693