DOI QR코드

DOI QR Code

Evaluation and Calibration Method Proposal of RCP Daily Precipitation Data

RCP 일강수량 자료의 평가 및 보정방법 제시

  • Joo, Jingul (Department of Civil Engineering, Dongshin University) ;
  • Kim, Sangdan (Department of Environmental Engineering, Pukyoung National University) ;
  • Park, Moojong (Department of Civil Engineering, Hanseo University) ;
  • Kim, Jungho (College of Engineering, Colorado State University)
  • 주진걸 (동신대학교 토목공학과) ;
  • 김상단 (부경대학교 환경공학과) ;
  • 박무종 (한서대학교 토목공학과) ;
  • 김정호 (콜로라도주립대학교 공과대학)
  • Received : 2015.02.10
  • Accepted : 2015.02.26
  • Published : 2015.04.30

Abstract

This study evaluated RCP scenario's daily precipitation data from the regional climate model and proposed the calibration method of RCP data for hazard mitigation field. Three data, observed daily precipitation in 2001~2013, RCP scenario's daily precipitation in same period with observed data, and RCP scenario's daily precipitation in 2014~2100, was applied to examine the statistical characteristics of each data. As a result, it found that RCP scenario's data properly reflected climate characteristics in the Korean Peninsula for annual precipitation and monthly precipitation distribution, except number of days with precipitation overestimated. To calibrate the problem, this study proposed the method which daily precipitation less than a threshold (0.6~1.7 mm) is considered as no rain. The result after calibration has shown that calibrated RCP scenario's data properly reflected climate characteristics in the Korean Peninsula for annual average number of days with precipitation and the distribution of monthly number of days with precipitation.

본 연구에서는 지역기후모델로 생산된 RCP 시나리오 일강수량 자료를 평가하고 RCP 자료를 방재분야에서 활용할 수 있도록 보정 방법을 제시하였다. 이를 위해 2001~2013년까지의 관측 일강수량 자료, 관측자료와 동일기간의 RCP 시나리오 일강수량 그리고 관측기간 이후인 2014년부터 2100년까지의 RCP 시나리오 일강수량 등 3가지 자료 군을 대상으로 각 자료군의 통계 특성을 선행 검토하였다. 그 결과 RCP 시나리오 일강수량 자료의 연평균 강수량과 월별 강수량 분포는 한반도의 기후특성을 적절하게 반영하였으나 연평균 강수일수는 과다하게 평가되었다. 이를 보정하기 위해 본 연구에서는 임계값 이내의 강수를 무강우로 처리하는 일강수량 임계값 설정 방법을 제시하였다. 무강수 임계값(0.6~1.7 mm)으로 보정된 RCP 자료의 연평균 강수일수와 월별 강수일수의 패턴이 한반도의 기후특성을 적절하게 반영하는 것으로 나타났다. 보정된 강수자료는 추후 방재 및 환경분야에 유용하게 활동 될 수 있을 것으로 판단된다.

Keywords

Acknowledgement

Supported by : 기상청

References

  1. Ahn, J.M., Im, T.H., Lee, I.J., and Cheon, S.U. (2014) Assessment of future river environment considering climate change and basin runoff characteristics, Journal of Korea Water Resources Association, Vol. 47, No. 3, pp. 269-283. https://doi.org/10.3741/JKWRA.2014.47.3.269
  2. Bell, J.L., Sloan, L.C., and Snyder, M.A. (2004) Regional changes in extreme climatic events: A future climate scenario, Journal of Climate, Vol. 17, pp. 81-87. https://doi.org/10.1175/1520-0442(2004)017<0081:RCIECE>2.0.CO;2
  3. Griffiths, G.M., Chambers, L.E., Haylock, M.R., Manton, M.J., Nicholls, N., Baek, H.-J., Choi, Y., Della-Marta, P.M., Gosai, A., Iga, N., Lata, R., Laurent, V., Maitrepierre, L., Nakamigawa, H., Ouprasitwong, N., Solofa, D., Tahani, L., Thuy, D.T., Tibig, L., Trewin, B., Vediapan, K., and Zhai, P. (2005) Change in mean temperature as a predictor of extreme temperature change in the Asia-Pacific region, International Journal of Climatology, Vol. 25, pp. 1301-1330. https://doi.org/10.1002/joc.1194
  4. IPCC, 2007: Climate Change (2007) The physical science basis. Contributions of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change [Solomon, S., Qin, D., Manning, M., Chen, Z., Marquis, M. Averyt, K.B., Tignor, M. Miller, H.L. (eds.)], Cambridge University Press, cambridge, United Kingdom and New York, NY. USA, 996.
  5. Ji, Z.M., and Kang, S.C. (2013) Projection of snow over changes over China under RCP scenarios, Climate Dyn, Vol. 41, pp. 589-600. https://doi.org/10.1007/s00382-012-1473-2
  6. 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, Vol. 22, pp. 1327-1337. https://doi.org/10.1002/joc.797
  7. Kim, J., Choi, J., Choi, C., and Park, S. (2013) Impacts of changes in climate and land use/land cover under IPCC RCP scenarios on stream flow in the Hoeya River Basin. Korea, Sci. Total Environ, Vol. 452-453, pp. 181-195. https://doi.org/10.1016/j.scitotenv.2013.02.005
  8. Lee, I.H., Park, S., Kang, H,S., and Cho, C,H. (2011) Evaluation of current climate over Korean peninsula using HadGEM3-RA, Proceedings of the Autumn Meeting of KMS, 26-27.
  9. Marengo, J.A., Jones, R., Alves, L.M., and Valverde, M.C. (2009) Future change of temperature and precipitation extremes in South America as derived from the PRECIS regional climate modeling system, International Journal of Climatology, Vol. 29, No. 15, pp. 2241-2255. https://doi.org/10.1002/joc.1863
  10. NIMR (2009) Understanding climate change II: Climate change in the Korean peninsula, present and future, National Institute of Meteorological Research, Seoul.
  11. Nkomozepi, T. and Chung, S.O. (2014) Uncertainty of hydrometeorological predictions due to climate change in the Republic of Korea, Journal of Korea Water Resources Association, Vol. 47, No. 3, pp. 257-267. https://doi.org/10.3741/JKWRA.2014.47.3.257
  12. No, S.H., Jung, K.S., Park, J.H., and Ryoo, K.S. (2013) Water supply change outlook for Geum river basin considering RCP climate change scenario, Journal of Korea Water Resources Association, Vol. 46, No. 5, pp. 505-517. https://doi.org/10.3741/JKWRA.2013.46.5.505
  13. Park, H.S., Jeong, S., and Chung, G. (2014) Frequency analysis of future fresh snow days and maximum fresh snow depth using artificial neural network under climate change scenarios, Journal of Korean Society Hazard Mitigation, Vol. 14, No. 6, pp. 365-377. https://doi.org/10.9798/KOSHAM.2014.14.6.365
  14. Park, M.K., Park, M.J., and Yoon, J.S., (2013) Assessment of Rainfall Simulated on RCP Scenarios for Disaster Management, Journal of the Korean Society of Hazard Mitigation, Vol. 13, No. 5, pp. 195-202. https://doi.org/10.9798/KOSHAM.2013.13.5.195
  15. Rim, C.S. and Kim, S.Y. (2014) Climate aridity/humidity characteristics in Seoul according to changes in temperature and precipitation based on RCP 4.5 and 8.5, Journal of Korea Water Resources Association, Vol. 47, No. 5, pp. 421-434. https://doi.org/10.3741/JKWRA.2014.47.5.421
  16. Sanchez, E., Gallardo, C., Gaertner, M.A., Arribas, A., and Castro, M. (2004) Future climate extreme events in the Mediterranean simulated by a regional climate model: A first approach, Global and Planetary Change, Vol. 44, pp. 164-180.
  17. Son, A.L., Bae, S.H., Han, K.Y., and Cho, W.H. (2013) Prospect of design rainfall in urban area considering climate change, Journal of Korea Water Resources Association, Vol. 46, No. 6, pp. 683-696. https://doi.org/10.3741/JKWRA.2013.46.6.683
  18. Xu, C.H. and Xu, Y. (2012) The projection of temperature and precipitation over China under RCP scenarios using a CMIP5 multi-model ensemble, Atmos. Oceanic Sci. Lett., Vol. 5, pp. 527-533.