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Evaluating the Utility of IPCC AR4 GCMs for Hydrological Application in South Korea

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  • Thanh Le
  • Deg-Hyo Bae

Abstract

Understanding the uncertainty of climate models in space and time is necessary to help water resources managers and hydrologists in the selection of appropriate model for a specific application. In this paper, we use three separate methods to evaluate and compare the utility of 14 climate models for seven basins with area range of 2,656–26,355 km 2 on the South Korean Peninsula. On the one hand, the method of probabilistic uncertainty analysis is used to evaluate the capability of the studied General Circulation Models (GCMs) in recognizing the extreme events. On the other hand, we use two statistical tests (correlation coefficient and root mean square error) to examine the capability of the GCMs in simulating quantitatively each event. The results show that, for the first method, the performance of climate model varies depending on the number of climate model nodes used for a specific application of given basin, especially for monthly time scale. In addition, we find that, there are several GCMs showing good results for the probabilistic uncertainty test but poor results for the statistical test and conversely. Therefore, climate models should be evaluated for specific applications and specific regions. The results indicated quite clearly that, it is not easy to select an optimal climate model which can satisfy both applications using precipitation and temperature projections. However, the results of this study suggest that, there are several GCMs which are more useful than the others for general hydrological application in South Korean peninsula. Copyright Springer Science+Business Media Dordrecht 2013

Suggested Citation

  • Thanh Le & Deg-Hyo Bae, 2013. "Evaluating the Utility of IPCC AR4 GCMs for Hydrological Application in South Korea," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 27(9), pages 3227-3246, July.
    • Handle: RePEc:spr:waterr:v:27:y:2013:i:9:p:3227-3246
    DOI: 10.1007/s11269-013-0338-8
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    1. Noora Veijalainen & Tanja Dubrovin & Mika Marttunen & Bertel Vehviläinen, 2010. "Climate Change Impacts on Water Resources and Lake Regulation in the Vuoksi Watershed in Finland," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 24(13), pages 3437-3459, October.
    2. Konstantine Georgakakos & Deg-Hyo Bae & Chang-Sam Jeong, 2005. "Utility of Ten-Day Climate Model Ensemble Simulations for Water Resources Applications in Korean Watersheds," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 19(6), pages 849-872, December.
    3. Steven Wade & Jemima Rance & Nick Reynard, 2013. "The UK Climate Change Risk Assessment 2012: Assessing the Impacts on Water Resources to Inform Policy Makers," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 27(4), pages 1085-1109, March.
    4. Elias Bekele & H. Knapp, 2010. "Watershed Modeling to Assessing Impacts of Potential Climate Change on Water Supply Availability," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 24(13), pages 3299-3320, October.
    5. P. Lany & F. Choudhury & N. Hepworth & K. Akande, 2013. "Applying Optimisation and Uncertainty Analysis to Help Develop an Integrated Water Resources Plan for South East England," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 27(4), pages 1111-1122, March.
    6. Pascale Braconnot & Sandy P. Harrison & Masa Kageyama & Patrick J. Bartlein & Valerie Masson-Delmotte & Ayako Abe-Ouchi & Bette Otto-Bliesner & Yan Zhao, 2012. "Evaluation of climate models using palaeoclimatic data," Nature Climate Change, Nature, vol. 2(6), pages 417-424, June.
    7. Maarten Krol & Marjella Vries & Pieter Oel & José Araújo, 2011. "Sustainability of Small Reservoirs and Large Scale Water Availability Under Current Conditions and Climate Change," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 25(12), pages 3017-3026, September.
    8. Chong-yu Xu, 1999. "Climate Change and Hydrologic Models: A Review of Existing Gaps and Recent Research Developments," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 13(5), pages 369-382, October.
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    Cited by:

    1. Moon-Hwan Lee & Deg-Hyo Bae, 2015. "Climate Change Impact Assessment on Green and Blue Water over Asian Monsoon Region," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 29(7), pages 2407-2427, May.
    2. Deg-Hyo Bae & Toshio Koike & Jehangir Awan & Moon-Hwan Lee & Kyung-Hwan Sohn, 2015. "Climate Change Impact Assessment on Water Resources and Susceptible Zones Identification in the Asian Monsoon Region," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 29(14), pages 5377-5393, November.
    3. Sangseom Jeong & Kwangwoo Lee & Junghwan Kim & Yongmin Kim, 2017. "Analysis of Rainfall-Induced Landslide on Unsaturated Soil Slopes," Sustainability, MDPI, vol. 9(7), pages 1-20, July.

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