과제정보
본 연구는 2021년도 전북녹색환경지원센터의 연구사업비 지원을 받아 수행되었습니다(Project No. 21-14-01-07-36). 이에 감사드립니다.
참고문헌
- Apipattanavis, S., Podesta, G., Rajagopalan, B., and Katz, R.W. (2007). "A semiparametric multivariate and multisite weather generator." Water Resources Research, Vol. 43, W11401. https://doi.org/10.1029/2006WR005714
- Biemans, H., Haddeland, I., Kabat, P., Ludwig, F., Hutjes, R.W.A., Heinke, J., von Bloh, W., and Gerten, D. (2011). "Impact of reservoirs on river discharge and irrigation water supply during the 20th century." Water Resources Research, Vol. 47, W03509. https://doi.org/10.1029/2009WR008929
- Breda, J.P.L.F., de Paiva, R.C.D., Collischon, W., Bravo, J.M., Siqueira, V.A., and Steinke, E.B. (2020). "Climate change impacts on South American water balance from a continental-scale hydrological model driven by CMIP5 projections." Climatic Change, Vol. 159, pp. 503-522. https://doi.org/10.1007/s10584-020-02667-9
- Breiman, L. (2001). "Random forests." Machine Learning, Vol. 45, pp. 5-32. https://doi.org/10.1023/A:1010933404324
- Breiman, L., Friedman, J., Olshen, R., Stone, C., Steinberg, D., and Colla, P. (1984). CART: Classification and regression trees. Routledge, New York, NY, U.S.
- Brown, C., and Wilby, R.L. (2012). "An alternate approach to assessing climate risks." Eos Transactions American Geophysical Union, Vol. 93, pp. 401-402. https://doi.org/10.1029/2012EO410001
- Brown, C., Ghile, Y., Laverty, M., and Li, K. (2012). "Decision scaling: Linking bottom-up vulnerability analysis with climate projections in the water sector." Water Resources Research, Vol. 48, W09537.
- Brutsaert, W. (2017). "Global land surface evaporation trend during the past half century: Corroboration by Clausius-Clapeyron scaling." Advances in Water Resources, Vol. 106, pp. 3-5. https://doi.org/10.1016/j.advwatres.2016.08.014
- Burger, G, Sobie, S.R., Cannon, A.J., Werner, A.T., and Murdock, T.Q. (2013). "Downscaling extremes: An intercomparison of multiple meth-ods for future climate." Journal of Climate, Vol. 26, pp. 3429-3449. https://doi.org/10.1175/JCLI-D-12-00249.1
- Dai, A. (2013). "Increasing drought under global warming in observations and models." Nature Climate Change, Vol. 3, pp. 52-58. https://doi.org/10.1038/nclimate1633
- Daly, C., Halbleib, M., Smith, J.I., Gibson, W.P., Doggett, M.K., Taylor, G.H., Curtis, J., and Pasteris, P.P. (2008). "Physiographically sensitive mapping of climatological temperature and precipitation across the conterminous United States." International Journal of Climatology, Vol. 28, pp. 2031-2064. https://doi.org/10.1002/joc.1688
- Ehsani, N., Vorosmarty, C.J., Fekete, B.M., and Stakhiv, E.Z. (2017). "Reservoir operations under climate change: Storage capacity options to mitigate risk." Journal of Hydrology, Vol. 555, pp. 435-446. https://doi.org/10.1016/j.jhydrol.2017.09.008
- Emami, K. (2020). "Adaptive flood risk management. Irrigation and Drainage." Vol. 69, No. 2, pp. 230-242. https://doi.org/10.1002/ird.2411
- Foley, M.M., Bellmore, J.R., O'Connor, J.E., Duda, J.J., East, A.E., Grant, G.E., Anderson, C.W., Bountry, J.A., Collins, M.J., Connolly, P.J., and Craig, L.S. (2017). "Dam removal: Listening in." Water Resources Research, Vol. 53, pp. 5229-5246. https://doi.org/10.1002/2017WR020457
- Georgakakos, A.P., Yao, H., Kistenmacher, M., Georgakakos, K.P., Graham, N.E., Cheng, F.-Y., Spencer, C., and Shamir, E. (2012). "Value of adaptive water resources management in Northern California under climatic variability and change: Reservoir management." Journal of Hydrology, Vol. 412-413, pp. 34-46. https://doi.org/10.1016/j.jhydrol.2011.04.038
- Gupta, H.V., Kling, H., Yilmaz, K.K., and Martinez, G.F. (2009). "Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling." Journal of Hydrology, Vol. 377, pp. 80-91. https://doi.org/10.1016/j.jhydrol.2009.08.003
- Hashimoto, T., Stedinger, J.R., and Loucks, D.P. (1982). "Reliability, resiliency, and vulnerability criteria for water resource system performance evaluation." Water Resources Research, Vol. 18, pp. 14-20. https://doi.org/10.1029/WR018i001p00014
- Hirabayashi, Y., Mahendran, R., Koirala, S., Konoshima, L., Yamazaki, D., Watanabe, S., Kim, H., and Kanae, S. (2013). "Global flood risk under climate change." Nature Climate Change, Vol. 3, pp. 816-821. https://doi.org/10.1038/nclimate1911
- Intergovernmental Panel on Climate Change (IPCC) (2013). Climate Change 2013: The physical science basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, Edited by Stocker, T.F., Qin, D., Plattner, G.-K., Tignor, M., Allen, S.K., Boschung, J., Nauels, A., Xia, Y., Bex, V., and Midgley, P.M., Cambridge University Press, Cambridge, UK and New York, NY, U.S.
- Intergovernmental Panel on Climate Change (IPCC) (2021). Summary for Policymakers. In: Climate Change 2021: The physical science basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change, Edited by Masson-Delmotte, V., Zhai, P., Pirani, A., Connors, S.L., Pean, C., Berger, S., Caud, N., Chen, Y., Goldfarb, L., Gomis, M.I., Huang, M., Leitzell, K., Lonnoy, E., Matthews, J.B.R., Maycock, T.K., Waterfield, T., Yelekci, O., Yu, R., and Zhou, B., In Press.
- Jeong, Y., and Eum, H.-I. (2015). "Application of a statistical interpolation method to correct extreme values in high-resolution gridded climate variables." Journal of Climate Chnage Research, Vol. 6, pp. 331-334. https://doi.org/10.15531/ksccr.2015.6.4.331
- Kim, D., and Chun, J.A. (2021). "Revisiting a two-parameter Budyko equation with the complementary evaporation principle for proper consideration of surface energy balance." Water Resources Research, Vol. 57, e2021WR030838.
- Kim, D., Chun, J.A., and Aikins, C.M. (2018). "An hourly-scale scenario-neutral flood risk assessment in a mesoscale catchment under climate change." Hydrological Processes, Vol. 32, pp. 3416-3430. https://doi.org/10.1002/hyp.13273
- Kim, D., Chun, J.A., and Choi, S.J. (2019). "Incorporating the logistic regression into a decision-centric assessment of climate change impacts on a complex river system." Hydrology and Earth System Sciences, Vol. 23, pp. 1145-1162. https://doi.org/10.5194/hess-23-1145-2019
- Knighton, J., Steinschneider, S., and Walter, M.T. (2017). "A vulnerability-based, bottom-up assessment of future riverine flood risk using a modified peaks-over-threshold approach and a physically based hydrologic model." Water Resources Research, Vol. 53, pp. 10043-10064. https://doi.org/10.1002/2017WR021036
- K-water (2019). The handbook of water management in practice.
- Kwon, H.H., Lall, U., and Khalil, A.F. (2007). "Stochastic simulation model for nonstationary time series using an autoregressive wavelet decomposition: Applications to rainfall and temperature." Water Resources Research, Vol. 43, W05407. https://doi.org/10.1029/2006WR005258
- Meinshausen, M., Nicholls, Z.R., Lewis, J., Gidden, M.J., Vogel, E., Freund, M., Beyerle, U., Gessner, C., Nauels, A., Bauer, N., and Canadell, J.G. (2020). "The shared socio-economic pathway (SSP) greenhouse gas concentrations and their extensions to 2500." Geoscientific Model Development, Vol. 13, pp. 3571-3605. https://doi.org/10.5194/gmd-13-3571-2020
- Mok, J.Y., Choi, J.H., and Moon, Y.I. (2020). "Prediction of multipurpose dam inflow using deep learning." Journal of Korea Water Resources Association, Vol. 53, pp. 97-105. https://doi.org/10.3741/JKWRA.2020.53.2.97
- Nilsson, C., Reidy, C.A., Dynesius, M., and Revenga, C. (2005). "Fragmentation and flow regulation of the world's large river systems." Science, Vol. 308, pp. 405-408. https://doi.org/10.1126/science.1107887
- Penman, H.L. (1948). "Natural evaporation from open water, bare soil and grass." Proceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences, Vol. 193, No. 1032, pp. 120-145.
- Perrin, C., Michel, C., and Andreassian, V. (2003). "Improvement of a parsimonious model for streamflow simulation." Journal of Hydrology, Vol. 279, pp. 275-289. https://doi.org/10.1016/S0022-1694(03)00225-7
- Poff, N.L., Brown, C.M., Grantham, T.E., Matthews, J.H., Palmer, M.A., Spence, C.M., Wilby, R.L., Haasnoot, M., Mendoza, G.F., Dominique, K.C., and Baeza, A. (2016). "Sustainable water management under future uncertainty with eco-engineering decision scaling." Nature Climate Change, Vol. 6, pp. 25-34. https://doi.org/10.1038/nclimate2765
- Poncelet, C., Merz, R., Merz, B., Parajka, J., Oudin, L., Andreassian, V., and Perrin, C. (2017). "Process-based interpretation of conceptual hydrological model performance using a multinational catchment set." Water Resources Research, Vol. 53, pp. 7247-7268. https://doi.org/10.1002/2016WR019991
- Priestley, C.H.B., and Taylor, R.J. (1972). "On the assessment of surface heat flux and evaporation using large-scale parameters." Monthly Weather Review, Vol. 100, pp. 81-92. https://doi.org/10.1175/1520-0493(1972)100<0081:OTAOSH>2.3.CO;2
- Pushpalatha, R., Perrin, C., Le Moine, N., Mathevet, T., and Andreassian, V. (2011). "A downward structural sensitivity analysis of hydrological models to improve low-flow simulation." Journal of Hydrology, Vol. 411, pp. 66-76. https://doi.org/10.1016/j.jhydrol.2011.09.034
- Quinn, J.D., Hadjimichael, A., Reed, P.M., and Steinschneider, S., (2020). "Can exploratory modeling of water scarcity vulnerabilities and robustness be scenario neutral?" Earth's Future, Vol. 8, e2020EF001650.
- Raje, D., and Mujumdar, P.P. (2011). "A comparison of three methods for downscaling daily precipitation in the Punjab region." Hydrological Processes, Vol. 25, pp. 3575-3589. https://doi.org/10.1002/hyp.8083
- Steinschneider, S., and Brown, C. (2013). "A semiparametric multivariate, multisite weather generator with low-frequency variability for use in climate risk assessments." Water Resources Research, Vol. 49, pp. 7205-7220. https://doi.org/10.1002/wrcr.20528
- Steinschneider, S., Wi, S., and Brown, C. (2015). "The integrated effects of climate and hydrologic uncertainty on future flood risk assessments." Hydrological Processes, Vol. 29, pp. 2823-2839. https://doi.org/10.1002/hyp.10409
- Szilagyi, J., Crago, R., and Qualls, R. (2017). "A calibration-free formulation of the complementary relationship of evaporation for continental-scale hydrology. Journal of Geophysical Research: Atmospheres, Vol. 122, pp. 264-278. https://doi.org/10.1002/2016JD025611
- Thinda, K.T., Ogundeji, A.A., Belle, J.A., Ojo, T.O. (2020). "Understanding the adoption of climate change adaptation strategies among smallholder farmers: Evidence from land reform beneficiaries in South Africa." Land Use Policy, Vol. 99, 104858. https://doi.org/10.1016/j.landusepol.2020.104858
- Trenberth, K.E., Dai, A., Van Der Schrier, G., Jones, P.D., Barichivich, J., Briffa, K.R., and Sheffield, J. (2014). "Global warming and changes in drought." Nature Climate Change, Vol. 4, pp. 17-22. https://doi.org/10.1038/nclimate2067
- Turner, T.E., Swindles, G.T., and Roucoux, K.H. (2014). "Late Holocene ecohydrological and carbon dynamics of a UK raised bog: impact of human activity and climate change." Quaternary Science Reviews, Vol. 84, pp. 65-85. https://doi.org/10.1016/j.quascirev.2013.10.030
- Weaver, C.P., Lempert, R.J., Brown, C., Hall, J.A., Revell, D., and Sarewitz, D. (2013). "Improving the contribution of climate model information to decision making: The value and demands of robust decision frameworks." WIREs Climate Change, Vol. 4, pp. 39-60. https://doi.org/10.1002/wcc.202
- Whateley, S., Steinschneider, S., and Brown, C., (2014). "A climate change range-based method for estimating robustness for water resources supply." Water Resources Research, Vol. 50, pp. 8944-8961. https://doi.org/10.1002/2014WR015956
- Yang, T., Gao, X., and Sorooshian, S., Li, X. (2016). "Simulating California reservoir operation using the classification and regression-tree algorithm combined with a shuffled crossvalidation scheme." Water Resources Research, Vol. 52, pp. 1626-1651. https://doi.org/10.1002/2015WR017394