This paper analyses the climate projections over the Koshi river basin obtained by applying the delta method to eight CMIP5 GCMs for the RCP4.5 and RCP8.5 scenarios. The GCMs were selected to cover the full envelope of possible future ranges from dry and cold to wet and warm projections. The selected coarse resolution GCM outputs were statistically downscaled to the resolution of the historical climate datasets. The scenarios were developed based on the anomaly between the present reference period (1961-1990) and the future period (2021-2050) to generate transient climate change scenarios for the eight GCMs. The analyses were carried out for the whole basin and three physiographic zones: the trans-Himalaya, high-Himalaya and middle mountains, and southern plains. Future projections show a 14% increase in rainfall during the summer monsoon season by 2050. The increase in rainfall is higher over the mountains than the plains. The meagre amount of rainfall in the winter season is projected to further decrease over both the mountain and southern plains areas of the basin for both RCPs. The basin is likely to experience warming throughout the year, although the increase in winter is likely to be higher. The highest increase in temperature is projected to be over the high Himalayan and middle mountain area, with lower increases over the trans-Himalayan and southern plains areas.
Shrestha, A.B. and Aryal, R. (2011) Climate Change in Nepal and Its Impact on Himalayan Glaciers. Regional Environmental Change, 11, S65-S77. http://dx.doi.org/10.1007/s10113-010-0174-9
Singh, S.P., Bassignana-Khadka, I., Karky, B.S. and Sharma, E. (2011) Climate Change in the Hindu Kush-Himalayas: The State of Current Knowledge. ICIMOD, Kathmandu, 88 p.
Chalise, S.R. (1994) Mountain Environments and Climate Change in the Hindu Kush-Himalayas. In: Beniston, M., Ed., Mountain Environments in Changing Climates, Routledge, London, 383-404. http://dx.doi.org/10.4324/9780203424957_chapter_24
Shrestha, M.L. (2000) Interannual Variation of Summer Monsoon Rainfall over Nepal and Its Relation to Southern Oscillation Index. Meteorology and Atmospheric Physics, 75, 21-28. http://dx.doi.org/10.1007/s007030070012
Shrestha, A.B., Cameron, P.W., Jack, E.D. and Paul, A.M. (2000) Precipitation Fluctuations in the Nepal Himalaya and Its Vicinity and Relationship with Some Large Scale Climatological Parameters. International Journal of Climatology, 20, 317-327. http://dx.doi.org/10.1002/(SICI)1097-0088(20000315)20:3 3.0.CO;2-G
Arora, M., Singh, P., Goel, N.K. and Singh, R.D. (2006) Spatial Distribution and Seasonal Variability of Rainfall in a Mountainous Basin in the Himalayan Region. Water Resources Management, 20, 489-508. http://dx.doi.org/10.1007/s11269-006-8773-4
Ives, J.D. and Messerli, B. (1989) The Himalayan Dilemma: Reconciling Development and Conservation. The United Nations University, Routledge, London. http://dx.doi.org/10.4324/9780203169193
Eriksson, M., Xu, J., Shrestha, A.B., Vaidya, R.A., Nepal, S. and Sandström, K. (2009) The Changing Himalayas: Impact of Climate Change on Water Resources and Livelihoods in the Greater Himalayas. ICIMOD, Kathmandu, 22 p.
Solomon, S., Qin, D., Manning, M., Chen, Z., Marquis, M., Averyt, K.B., Tignor, M. and Miller, H.L., Eds. (2007) IPCC, 2007: Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 996 p.
Flint, L.E. and Flint, A.L. (2012) Simulation of climate change in San Francisco Bay Basins, California: Case studies in the Russian River Valley and Santa Cruz Mountains: U.S. Geological Survey Scientific Investigations Report 2012-5132, 55 p.
Lutz, A.F., Immerzeel. W.W., Shrestha, A.B. and Bierkens, M.F.P. (2014) Consistent Increase in High Asia’s Runoff Due to Increasing Glacier Melt and Precipitation. Nature Climate Change, 4, 587-592. http://dx.doi.org/10.1038/nclimate2237
Akhtar, M., Ahmad, N. and Booij, M.J. (2009) Use of Regional Climate Model Simulations as Input for Hydrological Models for the Hindukush-Karakorum-Himalaya Region. Hydrology and Earth System Sciences, 13, 1075-1089. http://dx.doi.org/10.5194/hess-13-1075-2009
Immerzeel, W.W., van Beek, L.P.H. and Bierkens, M.F.P. (2010) Climate Change Will Affect the Asian Water Towers. Science, 328, 1382-1385. http://dx.doi.org/10.1126/science.1183188
Nepal, S. (2012) Evaluating Upstream-Downstream Linkages of Hydrological Dynamics in the Himalayan Region. PhD Thesis, Friedrich Schiller University, Jena.
Shrestha, A.B., Eriksson, M., Mool, P., Ghimire, P., Mishra, B. and Khanal, N.R. (2010) Glacial Lake Outburst Flood Risk Assessment of Sun Koshi Basin, Nepal. Geomatics, Natural Hazards and Risk, 1, 157-169. http://dx.doi.org/10.1080/19475701003668968
Holeman, J.N. (1968) The Sediment Yield of Major Rivers of the World. Water Resources Research, 4, 737-747. http://dx.doi.org/10.1029/WR004i004p00737
Sharma, K.P. (1997) Impact of Land-Use and Climatic Changes on Hydrology of the Himalayan Basin: A Case Study of the Kosi Basin. Ph.D. Thesis, University of New Hampshire, Durham.
Latrubesse, E.M., Stevaux, J.C. and Sinha, R. (2005) Tropical Rivers. Geomorphology, 70, 187-206. http://dx.doi.org/10.1016/j.geomorph.2005.02.005
Goswami, B.N., Venugopal, V., Sengupta, D., Madhusoodanan, M.S. and Xavier, P.K. (2006) Increasing Trend of Extreme Rain Events over India in a Warming Environment. Science, 314, 1442-1445. http://dx.doi.org/10.1126/science.1132027
Turner, A.G. and Annamalai, H. (2012) Climate Change and the South Asian Summer Monsoon. Nature Climate Change, 2, 587-595. http://dx.doi.org/10.1038/nclimate1495
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., Eds. (2013) 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. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 1535 p.
Moss, R.H., Edmonds, J.A., Hibbard, K.A., Manning, M.R., Rose, S.K., van Vuuren, D.P., Carter, T.R., Emori, S., Kainuma, M., Kram, T., Meehl, G.A., Mitchell, J.F.B., Nakicenovic, N., Riahi, K., Smith, S.J., Stouffer, R.J., Thomson, A.M., Weyant, J.P. and Wilbanks, T.J. (2010) The Next Generation of Scenarios for Climate Change Research and Assessment. Nature, 463, 747-756. http://dx.doi.org/10.1038/nature08823
Arnell, N.W. (1999) The Effect of Climate Change on Hydrological Regimes in Europe: A Continental Perspective. Global Environmental Change, 9, 5-23. http://dx.doi.org/10.1016/S0959-3780(98)00015-6
Déqué, M., Rowell, D.P., Lüthi, D., Giorgi, F., Christensen, J.H., Rockel, B., Jacob, D., Kjellström, E., de Castro, M. and van den Hurk, B. (2007) An Intercomparison of Regional Climate Simulations for Europe: Assessing Uncertainties in Model Projections. Climatic Change, 81, 53-70. http://dx.doi.org/10.1007/s10584-006-9228-x
Kay, A.L., Davies, H.N., Bell, V.A. and Jones, R. (2009) Comparison of Uncertainty Sources for Climate Change Impacts: flood Frequency in England. Climatic Change, 92, 41-63. http://dx.doi.org/10.1007/s10584-008-9471-4
Themeßl, M.J., Gobiet, A. and Heinrich, G. (2011) Empirical-Statistical Downscaling and Error Correction of Regional Climate Models and Its Impact on the Climate Change Signal. Climate, 112, 449-468.
Yatagai, A., Kamiguchi, K., Arakawa, O., Hamada, A., Yasutomi, N. and Kitoh, A. (2012) APHRODITE: Constructing a Long-Term Daily Gridded Precipitation Dataset for Asia Based on a Dense Network of Rain Gauges. Bulletin of the American Meteorological Society, 93, 1401-1415. http://dx.doi.org/10.1175/BAMS-D-11-00122.1
Yasutomi, N., Hamada, A. and Yatagai, A. (2011) Development of a Long-Term Daily Gridded Temperature Dataset and Its Application to Rain/Snow Discrimination of Daily Precipitation. Global Environmental Research, 15, 165-172.