<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "https://jats.nlm.nih.gov/nlm-dtd/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="3.0" xml:lang="en">
<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-16-2267-2012</article-id>
<title-group>
<article-title>Relating climate change signals and physiographic catchment properties to clustered hydrological response types</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Köplin</surname>
<given-names>N.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Schädler</surname>
<given-names>B.</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>Viviroli</surname>
<given-names>D.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Weingartner</surname>
<given-names>R.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Institute of Geography, University of Bern, Switzerland</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Oeschger Centre for Climate Change Research, University of Bern, Switzerland</addr-line>
</aff>
<pub-date pub-type="epub">
<day>23</day>
<month>07</month>
<year>2012</year>
</pub-date>
<volume>16</volume>
<issue>7</issue>
<fpage>2267</fpage>
<lpage>2283</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2012 N. Köplin et al.</copyright-statement>
<copyright-year>2012</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/16/2267/2012/hess-16-2267-2012.html">This article is available from https://hess.copernicus.org/articles/16/2267/2012/hess-16-2267-2012.html</self-uri>
<self-uri xlink:href="https://hess.copernicus.org/articles/16/2267/2012/hess-16-2267-2012.pdf">The full text article is available as a PDF file from https://hess.copernicus.org/articles/16/2267/2012/hess-16-2267-2012.pdf</self-uri>
<abstract>
<p>We propose an approach to reduce a comprehensive set of 186 mesoscale
catchments in Switzerland to fewer response types to climate change and to name
sensitive regions as well as catchment characteristics that govern
hydrological change. We classified the hydrological responses of our study
catchments through an agglomerative-hierarchical cluster analysis, and we
related the dominant explanatory variables, i.e. the determining catchment
properties and climate change signals, to the catchments&apos; hydrological
responses by means of redundancy analysis. All clusters except for one
exhibit clearly decreasing summer runoff and increasing winter runoff. This
seasonal shift was observed for the near future period (2025&amp;ndash;2046) but is
particularly obvious in the far future period (2074&amp;ndash;2095). Within a certain
elevation range (between 1000 and 2500 m a.s.l.), the hydrological change is
basically a function of elevation, because the latter governs the dominant
hydro-climatological processes associated with temperature, e.g. the ratio
of liquid to solid precipitation and snow melt processes. For catchments
below the stated range, hydrological change is mainly a function of
precipitation change, which is not as pronounced as the temperature signal
is. Future impact studies in Switzerland can be conducted on a reduced
sample of catchments representing the sensitive regions or covering a range
of altitudes.</p>
</abstract>
<counts><page-count count="17"/></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">Ali, G., Tetzlaff, D., Soulsby, C., and McDonnell, J. J.: Topographic, pedologic and climatic interactions influencing streamflow generation at multiple catchment scales, Hydrol. Process., 17 pp., &lt;a href=&quot;http://dx.doi.org/10.1002/hyp.8416&quot;&gt;https://doi.org/10.1002/hyp.8416&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Arnell, N. W.: Uncertainty in the relationship between climate forcing and hydrological response in UK catchments, Hydrol. Earth Syst. Sci., 15, 897–912, &lt;a href=&quot;http://dx.doi.org/10.5194/hess-15-897-2011&quot;&gt;https://doi.org/10.5194/hess-15-897-2011&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple">Bergström, S., Carlsson, B., Gardelin, M., Lindström, G., Petterson, A., and Rummukainen, M.: Climate change impacts on runoff in Sweden – assessments by global climate models, dynamical downscaling and hydrological modelling, Clim. Res., 16, 101–112, 2001.</mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Birsan, M.-V., Molnar, P., Burlando, P., and Pfaundler, M.: Streamflow trends in Switzerland, J. Hydrol., 314, 312–329, &lt;a href=&quot;http://dx.doi.org/10.1016/j.jhydrol.2005.06.008&quot;&gt;https://doi.org/10.1016/j.jhydrol.2005.06.008&lt;/a&gt;, 2005.</mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple">Borcard, D., Gillet, F., and Legendre, P.: Numerical Ecology with R, Springer New York, New York, NY, 2011.</mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Bosshard, T., Kotlarski, S., Ewen, T., and Schär, C.: Spectral representation of the annual cycle in the climate change signal, Hydrol. Earth Syst. Sci., 15, 2777–2788, &lt;a href=&quot;http://dx.doi.org/10.5194/hess-15-2777-2011&quot;&gt;https://doi.org/10.5194/hess-15-2777-2011&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">Bower, D., Hannah, D. M., and McGregor, G. R.: Techniques for assessing the climatic sensitivity of river flow regimes, Hydrol. Process., 18, 2515–2543, &lt;a href=&quot;http://dx.doi.org/10.1002/hyp.1479&quot;&gt;https://doi.org/10.1002/hyp.1479&lt;/a&gt;, 2004.</mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">CH2011: Swiss Climate Change Scenarios CH2011, C2SM, MeteoSwiss, ETH, NCCR Climate, and OcCC, Zürich, Switzerland, 88 pp., 2011.</mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple">Christensen, N. S. and Lettenmaier, D. P.: A multimodel ensemble approach to assessment of climate change impacts on the hydrology and water resources of the Colorado River Basin, Hydrol. Earth Syst. Sci., 11, 1417–1434, &lt;a href=&quot;http://dx.doi.org/10.5194/hess-11-1417-2007&quot;&gt;https://doi.org/10.5194/hess-11-1417-2007&lt;/a&gt;, 2007.</mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">Dankers, R. and Middelkoop, H.: River discharge and freshwater runoff to the Barents Sea under present and future climate conditions, Climatic Change, 87, 131–153, &lt;a href=&quot;http://dx.doi.org/10.1007/s10584-007-9349-x&quot;&gt;https://doi.org/10.1007/s10584-007-9349-x&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple">Finger, D. C., Heinrich, G., Gobiet, A., and Bauder, A.: Projections of future water resources and their uncertainty in a glacierized catchment in the Swiss Alps and the subsequent effects on hydropower production during the 21st century, Water Resour. Res., 48, W02521, &lt;a href=&quot;http://dx.doi.org/10.1029/2011WR010733&quot;&gt;https://doi.org/10.1029/2011WR010733&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple">FOEN: Observed Discharge Time Series of Swiss Rivers, Federal Office for the Environment FOEN, Berne, Switzerland, 2008.</mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple">FOEN: Strategie der Schweiz zur Anpassung an die Klimaänderung. Zwischenbericht zuhanden des Bundesrats, Federal Office for the Environment FOEN (Bundesamt für Umwelt BAFU), Berne, Switzerland, Report, 12 pp., &lt;a href=&quot;http://www.bafu.admin.ch/klimaanpassung/11529/index.html?lang=de&quot;&gt;http://www.bafu.admin.ch/klimaanpassung/11529/index.html?lang=de&lt;/a&gt;, last access: July 2012, 2010.</mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple">FOEN: Auswirkungen der Klimaänderung auf Wasserressourcen und Gewässer. Synthesebericht zum Projekt &quot;Klimaänderung und Hydrologie in der Schweiz&quot; (CCHydro), Bundesamt für Umwelt (Federal Office for the Environment), Bern, Umwelt-Wissen Nr. 1217, 76 pp., 2012.</mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple">Gobena, A. K. and Gan, T. Y.: Low-frequency variability in Southwestern Canadian stream flow: links with large-scale climate anomalies, Int. J. Climatol., 26, 1843–1869, &lt;a href=&quot;http://dx.doi.org/10.1002/joc.1336&quot;&gt;https://doi.org/10.1002/joc.1336&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple">Graham, L. P., Andréasson, J., and Carlsson, B.: Assessing climate change impacts on hydrology from an ensemble of regional climate models, model scales and linking methods – a case study on the Lule River basin, Climatic Change, 81, 293–307, &lt;a href=&quot;http://dx.doi.org/10.1007/s10584-006-9215-2&quot;&gt;https://doi.org/10.1007/s10584-006-9215-2&lt;/a&gt;, 2007.</mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple">Hamlet, A. F.: Assessing water resources adaptive capacity to climate change impacts in the Pacific Northwest Region of North America, Hydrol. Earth Syst. Sci., 15, 1427–1443, &lt;a href=&quot;http://dx.doi.org/10.5194/hess-15-1427-2011&quot;&gt;https://doi.org/10.5194/hess-15-1427-2011&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple">Hänggi, P.: Auswirkungen der hydroklimatischen Variabilität auf die Wasserkraftnutzung in der Schweiz, Berne, Switzerland, PhD Thesis, 206 pp., 2011.</mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple">Hänggi, P. and Weingartner, R.: Variations in Discharge Volumes for Hydropower Generation in Switzerland, Water Resour. Manag., 26, 1231–1252, &lt;a href=&quot;http://dx.doi.org/10.1007/s11269-011-9956-1&quot;&gt;https://doi.org/10.1007/s11269-011-9956-1&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple">Hannah, D. M., Kansakar, S. R., Gerrard, A., and Rees, G.: Flow regimes of Himalayan rivers of Nepal: nature and spatial patterns, J. Hydrol., 308, 18–32, &lt;a href=&quot;http://dx.doi.org/10.1016/j.jhydrol.2004.10.018&quot;&gt;https://doi.org/10.1016/j.jhydrol.2004.10.018&lt;/a&gt;, 2005.</mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple">Huss, M., Farinotti, D., Bauder, A., and Funk, M.: Modelling runoff from highly glacierized alpine drainage basins in a changing climate, Hydrol. Process., 22, 3888–3902, &lt;a href=&quot;http://dx.doi.org/10.1002/hyp.7055&quot;&gt;https://doi.org/10.1002/hyp.7055&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple">Jasper, K., Calanca, P., Gyalistras, D., and Fuhrer, J.: Differential impacts of climate change on the hydrology of two alpine river basins, Climatic Change, 26, 113–129, 2004.</mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple">Kay, A. L., Davies, H. N., Bell, V. A., and Jones, R. G.: Comparison of uncertainty sources for climate change impacts: flood frequency in England, Climatic Change, 92, 41–63, &lt;a href=&quot;http://dx.doi.org/10.1007/s10584-008-9471-4&quot;&gt;https://doi.org/10.1007/s10584-008-9471-4&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple">Kingston, D. G., Hannah, D. M., Lawler, D. M., and McGregor, G. R.: Regional classification, variability, and trends of northern North Atlantic river flow, Hydrol. Process., 25, 1021–1033, &lt;a href=&quot;http://dx.doi.org/10.1002/hyp.7655&quot;&gt;https://doi.org/10.1002/hyp.7655&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple">Köplin, N., Viviroli, D., Schädler, B., and Weingartner, R.: How does climate change affect mesoscale catchments in Switzerland? – a framework for a comprehensive assessment, Adv. Geosci., 27, 111–119, &lt;a href=&quot;http://dx.doi.org/10.5194/adgeo-27-111-2010&quot;&gt;https://doi.org/10.5194/adgeo-27-111-2010&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple">Köplin, N., Schädler, B., Viviroli, D., and Weingartner, R.: The importance of glacier and forest change in hydrological climate-impact studies, Hydrol. Earth Syst. Sci. Discuss., 9, 5983–6021, &lt;a href=&quot;http://dx.doi.org/10.5194/hessd-9-5983-2012&quot;&gt;https://doi.org/10.5194/hessd-9-5983-2012&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple">Kunstmann, H., Schneider, K., Forkel, R., and Knoche, R.: Impact analysis of climate change for an Alpine catchment using high resolution dynamic downscaling of ECHAM4 time slices, Hydrol. Earth Syst. Sci., 8, 1031–1045, &lt;a href=&quot;http://dx.doi.org/10.5194/hess-8-1031-2004&quot;&gt;https://doi.org/10.5194/hess-8-1031-2004&lt;/a&gt;, 2004.</mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple">Legendre, P. and Legendre, L.: Numerical ecology, 2nd English edition, Elsevier, Amsterdam, 853 pp., 1998.</mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple">Legendre, P., Oksanen, J., and ter Braak, C. J. F.: Testing the significance of canonical axes in redundancy analysis, Methods in Ecology and Evolution, 2, 269–277, &lt;a href=&quot;http://dx.doi.org/10.1111/j.2041-210X.2010.00078.x&quot;&gt;https://doi.org/10.1111/j.2041-210X.2010.00078.x&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple">Ley, R., Casper, M. C., Hellebrand, H., and Merz, R.: Catchment classification by runoff behaviour with self-organizing maps (SOM), Hydrol. Earth Syst. Sci., 15, 2947–2962, &lt;a href=&quot;http://dx.doi.org/10.5194/hess-15-2947-2011&quot;&gt;https://doi.org/10.5194/hess-15-2947-2011&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple">Leyer, I. and Wesche, K.: Multivariate Statistik in der Ökologie, Eine Einführung, Springer, Berlin, Heidelberg, New York, 221 pp., 2007.</mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple">Linsbauer, A., Paul, F., Machguth, H., and Haeberli, W.: Comparing different methods to model scenarios of future glacier change for the entire Swiss Alps, Ann. Glaciol., submitted, 2012.</mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple">Merz, R., Parajka, J., and Blöschl, G.: Time stability of catchment model parameters: Implications for climate impact analyses, Water Resour. Res., 47, W02531, &lt;a href=&quot;http://dx.doi.org/10.1029/2010WR009505&quot;&gt;https://doi.org/10.1029/2010WR009505&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple">MeteoSwiss: Time Series of Meteorological Variables, Federal Office for Meteorology and Climatology, Zürich, Switzerland, 2008.</mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple">Meyer, R., Schädler, B., Viviroli, D., and Weingartner, R.: The implications of projected climate change on summer low flow in the Swiss Plateau, Hydrolog. Sci. J., submitted, 2012.</mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple">Nijssen, B., O&apos;Donnell, G. M., Hamlet, A. F., and Lettenmaier, D. P.: Hydrologic sensitivity of global rivers to climate change, 50, 143–175, &lt;a href=&quot;http://dx.doi.org/10.1023/A:1010616428763&quot;&gt;https://doi.org/10.1023/A:1010616428763&lt;/a&gt;, 2001.</mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple">Oksanen, J., Blanchet, G. F., Kindt, R., Legendre, P., Minchin, P. R., O&apos;Hara, R. B., Simpson, G. L., Solymos, P., Stevens, M. H. H., and Wagner, H.: vegan: Community Ecology Package, version 2.0-2, &lt;a href=&quot;http://cran.r-project.org/web/packages/vegan/index.html&quot;&gt;http://cran.r-project.org/web/packages/vegan/index.html&lt;/a&gt;, last access: February 2012, 2011.</mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple">Paul, F., Maisch, M., Rothenbühler, C., Hoelzle, M., and Haeberli, W.: Calculation and visualisation of future glacier extent in the Swiss Alps by means of hypsographic modelling, Global Planet. Change, 55, 343–357, &lt;a href=&quot;http://dx.doi.org/10.1016/j.gloplacha.2006.08.003&quot;&gt;https://doi.org/10.1016/j.gloplacha.2006.08.003&lt;/a&gt;, 2007.</mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple">Prudhomme, C., Wilby, R., Crooks, S., Kay, A., and Reynard, N.: Scenario-neutral approach to climate change impact studies: Application to flood risk, J. Hydrol., 390, 198–209, &lt;a href=&quot;http://dx.doi.org/10.1016/j.jhydrol.2010.06.043&quot;&gt;https://doi.org/10.1016/j.jhydrol.2010.06.043&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple">R Development Core Team: R: A language and environment for statistical computing, R version 2.14.1, R Foundation for Statistical Computing, Vienna, Austria, ISBN: 3-900051-07-0, &lt;a href=&quot;http://www.R-project.org/&quot;&gt;http://www.R-project.org/&lt;/a&gt;, last access: February 2012, 2011.</mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple">Renner, M. and Bernhofer, C.: Long term variability of the annual hydrological regime and sensitivity to temperature phase shifts in Saxony/Germany, Hydrol. Earth Syst. Sci., 15, 1819–1833, &lt;a href=&quot;http://dx.doi.org/10.5194/hess-15-1819-2011&quot;&gt;https://doi.org/10.5194/hess-15-1819-2011&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple">Sawicz, K., Wagener, T., Sivapalan, M., Troch, P. A., and Carrillo, G.: Catchment classification: empirical analysis of hydrologic similarity based on catchment function in the eastern USA, Hydrol. Earth Syst. Sci., 15, 2895–2911, &lt;a href=&quot;http://dx.doi.org/10.5194/hess-15-2895-2011&quot;&gt;https://doi.org/10.5194/hess-15-2895-2011&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple">Schaefli, B., Hingray, B., and Musy, A.: Climate change and hydropower production in the Swiss Alps: quantification of potential impacts and related modelling uncertainties, Hydrol. Earth Syst. Sci., 11, 1191–1205, &lt;a href=&quot;http://dx.doi.org/10.5194/hess-11-1191-2007&quot;&gt;https://doi.org/10.5194/hess-11-1191-2007&lt;/a&gt;, 2007.</mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple">SFSO: GEOSTAT Database Products. Licence No. G158000315, $^{©}$SFSO, Swiss Federal Statistical Office, Neuchâtel, Switzerland, 2003.</mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple">Teutschbein, C. and Seibert, J.: Regional Climate Models for Hydrological Impact Studies at the Catchment Scale: A Review of Recent Modeling Strategies, 4, 834–860, &lt;a href=&quot;http://dx.doi.org/10.1111/j.1749-8198.2010.00357.x&quot;&gt;https://doi.org/10.1111/j.1749-8198.2010.00357.x&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple">UNFCCC: Report of the Conference of the Parties on its thirteenth session, held in Bali from 3 to 15 December 2007. Part Two: Action taken by the Conference of the Parties at its thirteenth session, United Nations Framework Convention on Climate Change, Report, 60 pp., &lt;a href=&quot;http://unfccc.int/resource/docs/2007/cop13/eng/06a01.pdf&quot;&gt;http://unfccc.int/resource/docs/2007/cop13/eng/06a01.pdf&lt;/a&gt;, last access: February 2012, 2008.</mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple">van der Linden, P. and Mitchell, J.: ENSEMBLES: Climate Change and its Impacts: Summary of research and results from the ENSEMBLES project, FitzRoy Road, Exeter EX1 3PB, UK, 160 pp., 2009.</mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple">van Pelt, S. C. and Swart, R. J.: Climate Change Risk Management in Transnational River Basins: The Rhine, Water Resour. Manage., 25, 3837–3861, &lt;a href=&quot;http://dx.doi.org/10.1007/s11269-011-9891-1&quot;&gt;https://doi.org/10.1007/s11269-011-9891-1&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple">Vaze, J., Post, D., Chiew, F., Perraud, J.-M., Viney, N., and Teng, J.: Climate non-stationarity – Validity of calibrated rainfall–runoff models for use in climate change studies, J. Hydrol., 394, 447–457, &lt;a href=&quot;http://dx.doi.org/10.1016/j.jhydrol.2010.09.018&quot;&gt;https://doi.org/10.1016/j.jhydrol.2010.09.018&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple">Viviroli, D. and Weingartner, R.: Umfassende hochwasserhydrologische Beurteilung ungemessener mesoskaliger Einzugsgebiete im schweizerischen Rheineinzugsgebiet durch prozessorientierte Modellierung, Comprehensive flood-hydrological assessment of ungauged catchments in the Swiss part of the River Rhine basin by means of process-oriented modelling, Hydrol. Wasserbewirts., 55, 258–272, 2011.</mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple">Viviroli, D., Zappa, M., Gurtz, J., and Weingartner, R.: An introduction to the hydrological modelling system PREVAH and its pre- and post-processing-tools, Environ. Modell. Softw., 24, 1209–1222, &lt;a href=&quot;http://dx.doi.org/10.1016/j.envsoft.2009.04.001&quot;&gt;https://doi.org/10.1016/j.envsoft.2009.04.001&lt;/a&gt;, 2009a.</mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple">Viviroli, D., Zappa, M., Schwanbeck, J., Gurtz, J., and Weingartner, R.: Continuous simulation for flood estimation in ungauged mesoscale catchments of Switzerland – Part I: Modelling framework and calibration results, J. Hydrol., 377, 191–207, &lt;a href=&quot;http://dx.doi.org/10.1016/j.jhydrol.2009.08.023&quot;&gt;https://doi.org/10.1016/j.jhydrol.2009.08.023&lt;/a&gt;, 2009b.</mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple">Viviroli, D., Mittelbach, H., Gurtz, J., and Weingartner, R.: Continuous simulation for flood estimation in ungauged mesoscale catchments of Switzerland – Part II: Parameter regionalisation and flood estimation results, J. Hydrol., 377, 208–225, &lt;a href=&quot;http://dx.doi.org/10.1016/j.jhydrol.2009.08.022&quot;&gt;https://doi.org/10.1016/j.jhydrol.2009.08.022&lt;/a&gt;, 2009c.</mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple">Viviroli, D., Archer, D. R., Buytaert, W., Fowler, H. J., Greenwood, G. B., Hamlet, A. F., Huang, Y., Koboltschnig, G., Litaor, M. I., López-Moreno, J. I., Lorentz, S., Schädler, B., Schreier, H., Schwaiger, K., Vuille, M., and Woods, R.: Climate change and mountain water resources: overview and recommendations for research, management and policy, Hydrol. Earth Syst. Sci., 15, 471–504, &lt;a href=&quot;http://dx.doi.org/10.5194/hess-15-471-2011&quot;&gt;https://doi.org/10.5194/hess-15-471-2011&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple">Volken, D.: Projektbericht. CCHydro – Auswirkungen der Klimaänderung auf die Wasserressourcen und die Gewässer in der Schweiz, CCHydro – impacts of climate change on water resources, rivers, and lakes in Switzerland, Hydrol. Wasserbewirts., 54, 143–146, 2010.</mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple">Wagener, T., Sivapalan, M., Troch, P., and Woods, R.: Catchment Classification and Hydrologic Similarity, Geography Compass, 1, 901–931, &lt;a href=&quot;http://dx.doi.org/10.1111/j.1749-8198.2007.00039.x&quot;&gt;https://doi.org/10.1111/j.1749-8198.2007.00039.x&lt;/a&gt;, 2007.</mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple">Weingartner, R.: Regionalhydrologische Analysen. Grundlagen und Anwendungen, in: Beiträge zur Hydrologie der Schweiz, 37, Schweizerische Gesellschaft für Hydrologie und Limnologie (SGHL), Berne, Switzerland, 178 pp., &lt;a href=&quot;http://chy.scnatweb.ch/downloads/Nr.37_001.pdf&quot;&gt;http://chy.scnatweb.ch/downloads/Nr.37_001.pdf&lt;/a&gt;, last access: February 2012, 1999.</mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple">Wetterhall, F., Graham, L. P., Andréasson, J., Rosberg, J., and Yang, W.: Using ensemble climate projections to assess probabilistic hydrological change in the Nordic region, Nat. Hazards Earth Syst. Sci., 11, 2295–2306, &lt;a href=&quot;http://dx.doi.org/10.5194/nhess-11-2295-2011&quot;&gt;https://doi.org/10.5194/nhess-11-2295-2011&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple">Wilby, R. L. and Harris, I.: A framework for assessing uncertainties in climate change impacts: Low-flow scenarios for the River Thames, UK, Water Resour. Res., 42, W02419, &lt;a href=&quot;http://dx.doi.org/10.1029/2005WR004065&quot;&gt;https://doi.org/10.1029/2005WR004065&lt;/a&gt;, 2006.</mixed-citation>
</ref>
</ref-list>
</back>
</article>