Fig. 1. Geographical distribution of climate change publications in the dataset (Pasgaard and Strange, 2013)
Fig. 2. Flowchart of rainfall-runoff simulation of the Mekong River under climate change
Fig. 3. HadGEM3-RA spatial extent
Fig. 4. The Mekong main stream dams (Việt, 2013)
Fig. 5. Hydrographs based on MRC basin development scenarios (MRC, 2010)
Fig. 6. SWAT modeling domain
Fig. 7. Topographical and geological data for SWAT modeling of the study basin
Fig. 8. Comparison of hydrographs at Chiang Saen and Kratie stations
Fig. 9. Yearly-average precipitation trends of RCP 4.5 and RCP 8.5 scenarios
Fig. 10. Monthly-precipitation distributions and variations of RCP 4.5 and RCP 8.5 scenarios
Fig. 11. Monthly average temperature of RCP 4.5 and RCP 8.5
Fig. 12. Monthly maximum and minimum temperature comparision between RCP 4.5 and RCP 8.5
Fig. 13. Comparison of flow duration curves of the Kratie point
Table 1. Types of RCP scenarios (IPCC, 2013)
Table 2. Estimated optimal parameters by SWAT-CUP
Table 3. Alteration of flow duration
Table 4. Coefficient of flow regime used in this study
참고문헌
- Abbaspour, K. C. (2011). SWAT-CUP4: SWAT Calibration and Uncertainty Programs - A User Manual. Swiss Federal Institute of Aquatic Science and Technology, Eawag.
- Aggarwal, P. K., and Mall, R. K. (2002). "Climate change and rice yields in diverse agro-environments of India. II. Effect of uncertainties in scenarios and crop models on impact assessment." Climate Change, Vol. 52, pp. 331-343. https://doi.org/10.1023/A:1013714506779
- Allison, E. H., Perry, A. L., Badjeck, M. C., Neil Adger, W., Brown, K., Conway, D., Halls, A. S., Pilling, G. M., Reynolds, J. D., Andrew, N. L., and Dulvy, N. K. (2009). "Vulnerability of national economies to the impacts of climate change on fisheries." Fish and fisheries, Vol. 10, No. 2, pp. 173-196. https://doi.org/10.1111/j.1467-2979.2008.00310.x
- Eastham, J., Mpelasoka, F., Mainuddin, M., Ticehurst, C., Dyce, P., Hodgson, G., Ali, R., and Kirby, M. (2008). Mekong river basin water resources assessment: Impacts of climate change., No. 1835-095X, CSIRO.
- Giorgi, F., and Francisco, R. (2000). "Evaluating uncertainties in the prediction of regional climate change." Geophysical Research Letters, Vol. 27, No. 9, pp. 1295-1295. https://doi.org/10.1029/1999GL011016
- Hoang, P. L., Lauri, H., Kummu, M., Koponen, J., Van Vliet, M. T., Supit, I., Leemans, R., Kabat, P., and Ludwig, F. (2016). "Mekong River flow and hydrological extremes under climate change." Hydrology and Earth System Sciences Discussions, Vol. 20, pp. 3027-3041. https://doi.org/10.5194/hess-20-3027-2016
- Hoanh, C. T., Jirayoot, K., Lacombe, G., and Srinetr, V. (2010). "Comparison of climate change impacts and development effects on future Mekong flow regime." International Congress on Environmental Modelling and Software, No. 226.
- Intergovernmental Panel on Climate Change (IPCC) (2013). Climate Change 2013. Cambridge University Press, Cambridge, United Kingdom and New York, USA.
- Joh, H., Park, J., Jang, C., and Kim, S. (2012). "Comparing prediction uncertainty analysis techniques of SWAT simulated stream flow applied to Chungju dam watershed." Journal of Korea Water Resources Association, Vol. 45, No. 9, pp. 861-874. https://doi.org/10.3741/JKWRA.2012.45.9.861
- Kingston, D. G., Thompson, J. R., and Kite, G. (2011). "Uncertainty in climate change projections of discharge for the Mekong River Basin." Hydrology and Earth System Sciences, Vol. 15, No. 5, pp. 1459-1471. https://doi.org/10.5194/hess-15-1459-2011
- Korea Meteorological Administration (KMA) (2012). Case studies to understand and take advantage of climate change scenarios. No. 11-1360000-000871-10, Korea Meteorological Administration, Seoul, Korea.
- Kum, D., Park, Y., Jung, Y. H., Shin, M. H., Ryu, J., Park, J. H., Yang, J. E., and Lim, K. J. (2015). "Analysis of rainfall-runoff characteristics on bias correction method of climate change scenarios." Journal of Korean Society on Water Environment, KSWE, Vol. 31, No. 3, pp. 241-252. https://doi.org/10.15681/KSWE.2015.31.3.241
- Lauri, H., Moel, H. D., Ward, P. J., Rasanen, T. A., Keskinen, M., and Kummu, M. S. (2012). "Future changes in Mekong River hydrology: impact of climate change and reservoir operation on discharge." Hydrology and Earth System Sciences, Vol. 16, pp. 4603-4619. https://doi.org/10.5194/hess-16-4603-2012
- Lee, G. H., Jung, S. H., and Lee, D. E. (2018). "Comparison of physics-based and data-driven models for streamflow simulation of the Mekong river." Journal of Korea Water Resources Association, Vol. 51, No.6, pp. 503-514. https://doi.org/10.3741/JKWRA.2018.51.6.503
- Lee, J. W., Kim, H. S., and Woo, H. S. (1993). "An analysis of the effect of damming on flow duration characteristics of five major rivers in Korea." Journal of Korean Society of Civil Engineers, Vol. 3, pp. 79-91.
- Mark, N., and Mike, H. (2000). "Representing uncertainty in climate change scenarios: a Monte-carlo Approach." Integrated Assessment, Vol. 1, No. 3, pp. 203-213. https://doi.org/10.1023/A:1019144202120
- Mekong River Commission (MRC) (2010). The MRC Model. Mekong River Commission, Technical Support Division- IKMP, Component 4: Modelling.
- Muerth, M. J., Gauvin St-Denis, B., Ricard, S., Velazquez, J. A., Schmid, J., Minville, M., Caya, D., Chaumont, D., Ludwig, R., and Turcotte, R. (2013). "On the need for bias correction in regional climate scenarios to assess climate change impacts on river runoff." Hydrology and Earth System Sciences, Vol. 17, pp. 1189-1204. https://doi.org/10.5194/hess-17-1189-2013
- Park, S. D. (2003). "Dimensionless flow duration curve in natural river." Journal of Korea Water Resources Association, Vol. 36, No. 1, pp. 33-44. https://doi.org/10.3741/JKWRA.2003.36.1.033
- Pasgaard, M., and Strange, N. (2013). "A quantitative analysis of the causes of the global climate change research distribution." Global environmental change, Vol. 23, No. 6, pp. 1684-1693. https://doi.org/10.1016/j.gloenvcha.2013.08.013
- Schuol, J., Abbaspour, K. C., Srinivasan, R., and Yang, H. (2008). "Estimation of freshwater availability in the West African sub-continent using the SWAT hydrologic model." Journal of hydrology, Vol. 352, No. 1-2, pp. 30-49. https://doi.org/10.1016/j.jhydrol.2007.12.025
- Setegn, S. G., Srinivasan, R., Melesse, A. M., and Dargahi, B. (2010). "SWAT model application and prediction uncertainty analysis in the lake Tana basin, Ethiopia." Hydrological Processes, Vol. 24, pp. 357-367. https://doi.org/10.1002/hyp.7457
- Shrestha, B., Babel, M. S., Maskey, S., Griensven, A. V., Uhlenbrook, S., Green, A., and Akkharath, I. (2013). "Impact of climate change on sediment yield in the Mekong River basin: a case study of the Nam Ou basin, Lao PDR." Hydrology and Earth System Sciences, Vol. 17, No. 1, pp. 1-20. https://doi.org/10.5194/hess-17-1-2013
-
Viet, T. (2013). The Lower Mekong Dams Factsheet Text, International Rivers, accessed 28 March 2013,
. - World Bank (2010). World Development Report: Development and Climate Change, Washington, D. C., USA.
- Yang, J., Reichert, P., Abbaspour, K. C., Xia, J., and Yang, H. (2008). "Comparing uncertainty analysis techniques for a SWAT application to the Chaohe Basin in China." Journal of Hydrology, Vol. 358, pp. 1-23. https://doi.org/10.1016/j.jhydrol.2008.05.012