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<front>
<journal-meta>
<journal-id journal-id-type="publisher">HESS</journal-id>
<journal-title-group>
<journal-title>Hydrology and Earth System Sciences</journal-title>
<abbrev-journal-title abbrev-type="publisher">HESS</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Hydrol. Earth Syst. Sci.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1607-7938</issn>
<publisher><publisher-name>Copernicus Publications</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/hess-15-209-2011</article-id>
<title-group>
<article-title>Assessment of climate change impact on hydrological extremes in two source regions of the Nile River Basin</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Taye</surname>
<given-names>M. T.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ntegeka</surname>
<given-names>V.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ogiramoi</surname>
<given-names>N. P.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Willems</surname>
<given-names>P.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Katholieke Universiteit Leuven, Hydraulics Division, Kasteelpark Arenberg 40, 3001 Leuven, Belgium</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Directorate of Water Development, Rural Water Department, Ministry of Water and Environment, P.O. Box 20026, Kampala, Uganda</addr-line>
</aff>
<pub-date pub-type="epub">
<day>20</day>
<month>01</month>
<year>2011</year>
</pub-date>
<volume>15</volume>
<issue>1</issue>
<fpage>209</fpage>
<lpage>222</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2011 M. T. Taye et al.</copyright-statement>
<copyright-year>2011</copyright-year>
<license license-type="open-access">
<license-p>This work is licensed under the Creative Commons Attribution 3.0 Unported License. To view a copy of this licence, visit <ext-link ext-link-type="uri"  xlink:href="https://creativecommons.org/licenses/by/3.0/">https://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions>
<self-uri xlink:href="https://hess.copernicus.org/articles/15/209/2011/hess-15-209-2011.html">This article is available from https://hess.copernicus.org/articles/15/209/2011/hess-15-209-2011.html</self-uri>
<self-uri xlink:href="https://hess.copernicus.org/articles/15/209/2011/hess-15-209-2011.pdf">The full text article is available as a PDF file from https://hess.copernicus.org/articles/15/209/2011/hess-15-209-2011.pdf</self-uri>
<abstract>
<p>The potential impact of climate change was investigated on the hydrological
extremes of Nyando River and Lake Tana catchments, which are located in two
source regions of the Nile River basin. Climate change scenarios were
developed for rainfall and potential evapotranspiration (ETo), considering
17 General Circulation Model (GCM) simulations to better understand the
range of possible future change. They were constructed by transferring the
extracted climate change signals to the observed series using a frequency
perturbation downscaling approach, which accounts for the changes in
rainfall extremes. Projected changes under two future SRES emission
scenarios A1B and B1 for the 2050s were considered. Two conceptual
hydrological models were calibrated and used for the impact assessment.
Their difference in simulating the flows under future climate scenarios was
also investigated.
&lt;br&gt;&lt;br&gt;
The results reveal increasing mean runoff and extreme peak flows for Nyando
catchment for the 2050s while unclear trend is observed for Lake Tana
catchment for mean volumes and high/low flows. The hydrological models for
Lake Tana catchment, however, performed better in simulating the
hydrological regimes than for Nyando, which obviously also induces a
difference in the reliability of the extreme future projections for both
catchments. The unclear impact result for Lake Tana catchment implies that
the GCM uncertainty is more important for explaining the unclear trend than
the hydrological models uncertainty. Nevertheless, to have a better
understanding of future impact, hydrological models need to be verified for
their credibility of simulating extreme flows.</p>
</abstract>
<counts><page-count count="14"/></counts>
</article-meta>
</front>
<body/>
<back>
<ref-list>
<title>References</title>
<ref id="ref1">
<label>1</label><mixed-citation publication-type="other" xlink:type="simple">Allen, R. G., Pereira, L. S., Raes, D., and Smith, M.: Crop evapotranspiration – guidelines for computing crop water requirements – FAO Irrigation and drainage paper 56, FAO – Food and Agriculture Organization of the United Nations, Rome, 1998.</mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Andersson, L. Wilk, J., Todd, M., Hughes, D., Earle, A., Kniveton, D., Layberry, R., and Savenije, H.: Impact of climate change and development scenarios on flow patterns in the Okavango River, J. Hydrol., 331, 43–57, 2006.</mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple">Baguis, P., Roulin, E., Willems, P., and Ntegeka, V.: Climate change scenarios for precipitation and potential evapotranspiration over central Belgium, Theor. Appl. Climatol., 99, 273–286, 2010.</mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Beyene, T., Lettenmaier, D. P., and Kabat, P.: Hydrologic impacts of climate change on the Nile River basin: Implications of the 2007 IPCC scenarios, Climatic Change., 100, 433– 461, 2010.</mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple">Booij, M. J.: Extreme daily precipitation in Western Europe with climate change at appropriate spatial scales, Int. J Climatol., 22, 69–85, 2002.</mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Booij, M. J.: Impact of climate change on river flooding assessed with different spatial model resolutions, J. Hydrol., 303, 176–198, 2005.</mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">Chiew, F. H. S.: An Overview of Methods for Estimating Climate Change Impact on Runoff. In: 30th Hydrology and Water Resources Symposium, Lauceston, Australia, pp. CDROM (ISBN 0-8582579-0-4), 2006.</mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">Conway, D.: From headwater tributaries to international river: observing and adapting to climate variability and change in the Nile Basin, Global Environmental Change., 15, 99–114, 2005.</mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple">Conway, D. and Hulme, M.: Recent fluctuations in precipitation and runoff over the Nile subbasins and their impact on main Nile discharge, Climatic Change, 25, 127–151, 1993.</mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">Conway, D. and Hulme, M.: The impacts of climate variability and future climate change in the Nile basin on water resources in Egypt, Water Resour. Development., 12, 277–296, 1996.</mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple">Delworth, T. L. and Mann, M. E.: Observed and simulated multidecadal variability in the Northern Hemisphere, Climate Dyn., 16, 661–676, 2000.</mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple">DHI: MIKE11 – Reference and User&apos;s Manual, DHI Water and Environment, Hørsholm, Denmark, 2008.</mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple">Diaz-Nieto, J. and Wilby, R. L.: A comparison of statistical downscaling and climate change factor methods: impacts on low flows in the River Thames, United Kingdom, Climatic Change, 69, 245–268, 2005.</mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple">Elshamy, M. E. and Wheater, H. S.: Performance assessment of a GCM land surface scheme using a fine-scale calibrated hydrological model: an evaluation of MOSES for the Nile Basin, Hydrol. Process., 23, 1548–1564, https://doi.org/10.1002/hyp.7298, 2009.</mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple">Elshamy, M. E., Seierstad, I. A., and Sorteberg, A.: Impacts of climate change on Blue Nile flows using bias-corrected GCM scenarios, Hydrol. Earth Syst. Sci., 13, 551–565, https://doi.org/10.5194/hess-13-551-2009, 2009a.</mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple">Elshamy, M. E., Sayed, M. A. A., and Badawy, B.: Impacts of climate change on Nile flows at Dongola using statistically downscaled GCM scenarios, Nile Water Science and Engineering Magazine 2, Special issue on Water and Climate, 1–14, 2009b.</mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple">Fiddes, D., Forsgate, J.A., and Grigg, A.O.: The prediction of storm rainfall in East Africa. Transport and Road Research Laboratory report 623, Environment Division Transport Systems Department, Transport and Road Research Laboratory, Crowthorne, Berkshire, 1974.</mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple">Githui, F., Gitau, W., Mutua, F., and Bauwens, W.: Climate change impact on SWAT simulated streamflow in western Kenya, Int. J. Climatol., 29, 1823–1834, 2009.</mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple">Harrold, T. I., Chiew, F. H. S., and Siriwardena, L.: A method for estimating climate change impacts on mean and extreme rainfall and runoff, in: 16th International Congress on Modelling and Simulation, Melbourne, Australia, 497–504, 2005.</mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple">Hulme, M., Doherty, R., Ngara, T., New, M., and Lister, D.: African climate change: 1900–2100, Climate Res., 17, 145–168, 2001.</mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple">IPCC: Climate Change 2001, in: The Scientific Basis, Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change (IPCC), edited by: Houghton, J. T., Ding, Y., Griggs, D. J., Noguer, M.,  van der Linden, P. J., and  Xiaosu, D., Cambridge University Press, UK, 944&amp;nbsp;pp., 2001.</mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple">IPCC: Climate Change 2007, in: Impacts, Adaptation and Vulnerability, Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC), edited by: Parry, M. L., Canziani, O. F., Palutikof, J. P., van der Linden, P. J., and Hanson, C. E., Cambridge University Press, Cambridge, UK, 1000&amp;nbsp;pp., 2007.</mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple">Jiang, T., Chen, T. D., Xu, C. Y., Chen, X., Chen, Xi, and Singh, V. P.: Comparison of hydrological impacts of climate change simulated by six hydrological models in the Dongjiang Basin, South China, J. Hydrol., 336, 316–333, 2007.</mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple">Kim, U., Kaluarachchi, J. J., and Smakhtin, V. U.: Climate change impacts on hydrology and water resources of the Upper Blue Nile River Basin, Ethiopia, International Water Management Institute Research Report., 126, 27&amp;nbsp;pp., 2008.</mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple">Muthusi, F. M., Gathenya, M., Gadain, H., Kaluli, W., and Lenga F. K.: Application of the Usgs Streamflow Model to the Nyando Basin, Western Kenya, European Journal of Scientific Research., 12, 9–19, 2005.</mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple">Nyeko-Ogiramoi, P., Ngirane-Katashaya, G., Willems, P., and Ntegeka, V.: Evaluation and inter-comparison of Global Climate Models&apos; performance over Katonga and Ruizi catchments in Lake Victoria basin, Phy. Chem. Earth, 35, 618–633, 2010.</mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple">Olsson, J., Berggren, K., Olofsson, M., and Viklander, M.: Applying climate model precipitation scenarios for urban hydrological assessment: A case study in Kalmar City, Sweden, Atmos. Res., 92, 364–375, https://doi.org/10.1016/j.atmosres.2009.01.015, 2009.</mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple">Prudhomme, C., Reynard, N., and Crooks, S.: Downscaling of global climate models for flood frequency analysis: Where are we now?, Hydrol. Process., 16, 1137–1150, 2002.</mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple">Setegn, S. G., Srinivasan, R., and Dargahi, B.: Hydrological Modelling in the Lake Tana Basin, Ethiopia Using SWAT Model, The Open Hydrology Journal., 2, 49–62, 2008.</mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple">Soliman, E. S. A., Sayed, M. A. A., Nour El-Din, M. M., and Samy, G.: Integration of NFS with Regional Climate Model to Simulate the Nile Basin Hydro-climatology, Nile Basin Water Engineering Scientific Magazine, 1, 75–85, 2008.</mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple">Strzepek, K. M. and Yates, D. N.: Economic and social adaptation to climate change impacts on water resources: a case study of Egypt, Water Resour. Development., 12, 229–244, 1996.</mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple">Wilby, R. L. and Wigley, T. M. L.: Precipitation predictors for downscaling: observed and General Circulation Model relationships, Int. J. Climatol., 20, 641–661, 2000.</mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple">Willems, P.: A time series tool to support the multi-criteria performance evaluation of rainfall-runoff models, Environ. Modell. Softw., 24, 311–321, 2009.</mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple">Willems, P.: VHM approach: transparent, step-wise and data mining based identification and calibration of parsimonious lumped conceptual rainfall-runoff models, J. Hydrol., revised, 2011.</mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple">Wu, X., Liang X.-Z., and Zhang, G. J.: Seasonal migration of ITCZ precipitation across the equator: Why can&apos;t GCMs simulate it?, Geophys. Res. Lett., 30, 1824–1827, https://doi.org/10.1029/2003GL017198, 2003.</mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple">Xu, C. Y., Widén, E., and Halldin, S.: Modelling hydrological consequences of climate change – Progress and challenges, Adv. Atmos. Sci., 22, 789–797, 2005.</mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple">Yates, D. N. and Strzepek, K. M.: Modelling economy-wide climate change impacts on Egypt: A case for an integrated approach, Environ. Model. Assess., 1, 119–135. 1996.</mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple">Yates, D. N. and Strzepek, K. M.: An assessment of integrated climate change impacts on the agricultural economy of Egypt, Climatic Change, 38, 261–287, 1998a.</mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple">Yates, D. N. and Strzepek, K. M.: Modelling the Nile Basin under climatic change, J. Hydrol. Eng., 3, 98–108, 1998b.</mixed-citation>
</ref>
</ref-list>
</back>
</article>