<?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" specific-use="SMUR" dtd-version="3.0" xml:lang="en">
<front>
<journal-meta>
<journal-id journal-id-type="publisher">HESSD</journal-id>
<journal-title-group>
<journal-title>Hydrology and Earth System Sciences Discussions</journal-title>
<abbrev-journal-title abbrev-type="publisher">HESSD</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Hydrol. Earth Syst. Sci. Discuss.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1812-2116</issn>
<publisher><publisher-name></publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/hessd-8-869-2011</article-id>
<title-group>
<article-title>Modelling the hydrologic role of glaciers within a Water  Evaluation and Planning System (WEAP): a case study in the Rio Santa  watershed (Peru)</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Condom</surname>
<given-names>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>Escobar</surname>
<given-names>M.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Purkey</surname>
<given-names>D.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Pouget</surname>
<given-names>J. C.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Suarez</surname>
<given-names>W.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ramos</surname>
<given-names>C.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Apaestegui</surname>
<given-names>J.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Zapata</surname>
<given-names>M.</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Gomez</surname>
<given-names>J.</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Vergara</surname>
<given-names>W.</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>IRD, Institute for the Research and the Development (IRD), Lima, Peru &amp;ndash;  UMR 5569, HydroSciences Montpellier, France</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Stockholm Environment Institute &amp;ndash; US Center, Davis, California &amp;ndash; Water  Group, USA</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>IRD Quito Ecuador &amp;ndash; UMR G-eau, Montpellier, France</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>IRD &amp;ndash; World Bank contract, Lima, Peru</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>Universidad Nacional Agraria de la Molina, Lima, Peru</addr-line>
</aff>
<aff id="aff6">
<label>6</label>
<addr-line>Unidad de Glaciología y Recursos Hídricos ANA &amp;ndash; (Autoridad  Nacional del Agua) &amp;ndash; Huaraz, Peru</addr-line>
</aff>
<aff id="aff7">
<label>7</label>
<addr-line>The World Bank, Washington, DC 20433 USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>21</day>
<month>01</month>
<year>2011</year>
</pub-date>
<volume>8</volume>
<issue>1</issue>
<fpage>869</fpage>
<lpage>916</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2011 T. Condom 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/preprints/8/869/2011/hessd-8-869-2011.html">This article is available from https://hess.copernicus.org/preprints/8/869/2011/hessd-8-869-2011.html</self-uri>
<self-uri xlink:href="https://hess.copernicus.org/preprints/8/869/2011/hessd-8-869-2011.pdf">The full text article is available as a PDF file from https://hess.copernicus.org/preprints/8/869/2011/hessd-8-869-2011.pdf</self-uri>
<abstract>
<p>For the past 30 years, a process of glacier retreat has been observed
      in the Andes, raising alarm among regional water resources
      managers. The purpose of this paper is to develop a model of the role
      of Andean glaciers in the hydrology of their associated watersheds,
      which is appropriate for application at a river basin scale, with an
      eye towards creating an analytical tool that can be used to assess the
      water management implications of possible future glacier
      retreat. While the paper delves deeply into our formulation of
      a glacier module within a water resources management modelling system,
      the widely subscribed Water Evaluation and Planning System (WEAP), the
      originality of our work lies less in the domain of glaciology and more
      in how we apply an existing reduced form representation of glacier
      evolution within a model of the climate-glacier-hydrology-water
      management continuum. Key insights gained pertain to appropriate ways
      to deploy these reduced form representations in a relatively data poor
      environment and to effectively integrate them into a modelling
      framework that places glaciers within a wider water management
      context. The study area is the Rio Santa watershed in Peru which
      contains many of the expansive glaciers of the singular Cordillera
      Blanca. The specific objectives of this study included: (i) adequately
      simulating both monitored glacier retreat and observed river flows
      from the last forty years using historical climate time series as
      model input; (ii) quantifying the proportion of river flow in the Rio
      Santa produced from melting glaciers during this period; (iii)
      estimating the historical contribution of groundwater accretions to
      river flows; and (vi) reproducing a reasonable simulation of recent
      hydropower operations in the Rio Santa system. In pursuit objective
      (i), a split sample calibration-validation of the model was conducted
      by comparing the simulated glacier area to Landsat images taken in
      1987 and 1998 and observed and simulated river flow at 16 control
      points in the Rio Santa watershed. At the global scale of the
      watershed, the glacier retreat is correctly simulated for the period
      1970/1999 with a calculated retreat equals to −23% when the observed
      retreat is of −24%. Having established that the model can respond
      to these scientific objectives, the ultimate goal of the study was to
      demonstrate how this integrated modelling system can be used as
      a decision support tool to assist in planning water management
      adaptation to climate change. This sort of integrated assessment is
      required to adapt water resources management in the Andes to a~range
      of future climatic conditions, improving the resilience of developing
      Andean economies such Peru&apos;s in the face of a major drive of global
      change.</p>
</abstract>
<counts><page-count count="48"/></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">Aceituno,&amp;nbsp;P.: On the functioning of the southern oscillation in the South American sector, Part I: Surface climate, Mon. Weather Rev., 116, 505–524, 1988.</mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Ames,&amp;nbsp;A., Dolores, S., Valvedere, A., Evangelist, P., Corcino, D., Ganvini, W., Zuñiga, J., and Gomez, V.:  HIDRANDINA,  Inventario de Glaciares del Perú, Fuente: Fotografias aeras de 1962, 1963, 1970, Part 1, Huaraz, Peru, Hidrandina&amp;nbsp;SA, 1989.</mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple">ATA (Company &quot;Asesore Tecnicos Asociados&quot;): INADE (Governmental institute &quot;Instituto Nacional de Desarrollo&quot;) Diagnostico Consolidado de la Cuenca de Gestion Chavimochic, 2002.</mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Bahr,&amp;nbsp;D.&amp;nbsp;B., Meier,&amp;nbsp;M.&amp;nbsp;F., and Peckham,&amp;nbsp;S.&amp;nbsp;D.: The physical basis for glacier volume-area scaling, J. Geophys Res., 102, 20355–20362, 1997.</mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple">Baraer,&amp;nbsp;M., McKenzie,&amp;nbsp;J.&amp;nbsp;M., Mark,&amp;nbsp;B.&amp;nbsp;G., Bury,&amp;nbsp;J., and Knox,&amp;nbsp;S.: Characterizing contributions of glacier melt and groundwater during the dry season in a poorly gauged catchment of the Cordillera Blanca (Peru), Adv. Geosci., 22, 41–49, &lt;a href=&quot;http://dx.doi.org/10.5194/adgeo-22-41-2009&quot;&gt;https://doi.org/10.5194/adgeo-22-41-2009&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Barnett,&amp;nbsp;T.&amp;nbsp;P., Adam,&amp;nbsp;J.&amp;nbsp;C., and Lettenmaier,&amp;nbsp;D.&amp;nbsp;P.: Potential impacts of a&amp;nbsp;warming climate on water availability in snow-dominated regions, Nature 438, 303–309, https://doi.org/{10.1038/nature04141},  2005.</mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">Braithwaite,&amp;nbsp;R.&amp;nbsp;J. and Zhang,&amp;nbsp;Y.: Modeling changes in glacier mass balance that may occur as a&amp;nbsp;result of climate changes, Geogr. Ann. A, 81, 489–495, https://doi.org/{10.1111/1468-0459.00078}, 1999.</mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">Brugger,&amp;nbsp;K.&amp;nbsp;A.: Late Pleistocene climate inferred from the reconstruction of the Taylos River glacier complex, Southern Sawatch Range, Colorado, Geomorphology, 75, 318–329. https://doi.org/{10.1016/j.geomorph.2005.07.020},  2006.</mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple">Brunet-Moret,&amp;nbsp;Y.: Homogénéisation des precipitations, Cah. ORSTOM, Série Hydrologie, 16, 3–4, 1979.</mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">Chevallier,&amp;nbsp;P., Pouyaud,&amp;nbsp;B., Suarez,&amp;nbsp;W., and Condom,&amp;nbsp;T.:  Climate change threats to environment, in: The Andes: glaciers and water resources, Reg. Environ. Change, https://doi.org/{10.1007/s10113-010-0177-6}, in press, 2010.</mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple">Espinoza,&amp;nbsp;J.&amp;nbsp;C., Ronchail,&amp;nbsp;J., Guyot,&amp;nbsp;J.&amp;nbsp;L., Cochonneau,&amp;nbsp;G., Naziano,&amp;nbsp;F., Lavado,&amp;nbsp;W., Pombosa,&amp;nbsp;R., and Vauchel,&amp;nbsp;P.: Spatio-temporal rainfall variability in the Amazon basin countries (Brazil, Peru, Bolivia, Colombia, and Ecuador), Int. J. Climatol., 29, 1574–1594, https://doi.org/{10.1002/joc.1791}, 2009.</mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple">Garreaud,&amp;nbsp;R., Vuille,&amp;nbsp;M., and Clement,&amp;nbsp;A.: The climate of the Altiplano: observed current conditions and mechanisms of past changes, Palaeogeogr. Palaeocl., 194, 5–22, https://doi.org/{10.1016/S0031-0182(03)00269-4}, 2003.</mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple">Hiez,&amp;nbsp;G.: L&apos;homogénéité des données pluviométriques, Cah. ORTSTOM, Série Hydrologie, 14, 129–172,  1977.</mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple">Hock,&amp;nbsp;R.: Temperature index melt modelling in mountain areas, J. Hydrol., 282, 104–115, https://doi.org/{10.1016/S0022-1694(03)00257-9}, 2003.</mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple">Johnson,&amp;nbsp;A.&amp;nbsp;M: Climate of Peru, Bolivia, and Ecuador, in: World Survey of Climatology, vol.&amp;nbsp;12, edited by: Schwerdtfeger,&amp;nbsp;W., Elsevier, New York, 147–218, 1976.</mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple">Juen,&amp;nbsp;I., Kaser,&amp;nbsp;G., and Georges,&amp;nbsp;C.: Modelling observed and future runoff from a&amp;nbsp;glacierized tropical catchment (Cordillera Blanca, Peru), Global Planet. Change, 59, 37–48. https://doi.org/{10.1016/j.gloplacha.2006.11.038}, 2007.</mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple">Kaser,&amp;nbsp;G.: Glacier-climate interaction at low latitudes, J. Glaciol., 47(157), 195–204,  2001.</mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple">Kaser,&amp;nbsp;G. and Osmaston,&amp;nbsp;H.: Tropical Glaciers, Cambridge University Press, New York, 2002.</mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple">Kaser&amp;nbsp;G., Juen,&amp;nbsp;I., Georges,&amp;nbsp;C., Gomez,&amp;nbsp;J., and Tamayo,&amp;nbsp;W.: The impact of glaciers on the runoff and the reconstruction of mass balance history from hydrological data in the tropical Cordillera Blanca, Peru, J. Hydrol., 282, 130–144,  2003.</mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple">Klein,&amp;nbsp;A. and Isacks,&amp;nbsp;B.: Alpine glacial geomorphological studies in the Central Andes using landsat thematic mapper images, Glacial Geology and Geomorphology, available at: &lt;a href=&quot;http://ggg.qub.ac.uk/papers/full/1998/rp011998/rp01.htm&quot;&gt;http://ggg.qub.ac.uk/papers/full/1998/rp011998/rp01.htm&lt;/a&gt;, 1998.</mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple">Kundzewicz,&amp;nbsp;Z.&amp;nbsp;W., Mata,&amp;nbsp;L.&amp;nbsp;J., Arnell,&amp;nbsp;N.&amp;nbsp;W., Doll,&amp;nbsp;P., Jimenez,&amp;nbsp;B., Miller,&amp;nbsp;K., Oki,&amp;nbsp;T., Sen,&amp;nbsp;Z., and Shiklomanov,&amp;nbsp;I.: The implications of projected climate change for freshwater resources and their management, Hydrolog. Sci. J., 53, 3–10,  2008.</mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple">Mark,&amp;nbsp;B.&amp;nbsp;G. and McKenzie,&amp;nbsp;J.&amp;nbsp;M.: Tracing increasing tropical Andean glacier melt with stable isotopes in water, Environ. Sci. Technol., 40(20), 6955–6960,  2007.</mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple">Mark,&amp;nbsp;B.&amp;nbsp;G. and Seltzer,&amp;nbsp;G.&amp;nbsp;O.: Tropical glacial meltwater contribution to stream discharge: a&amp;nbsp;case study in the Cordillera Blanca, Perú, J. Glaciol., 49(165), 271–281,  2003.</mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple">Mark,&amp;nbsp;B.&amp;nbsp;G., McKenzie,&amp;nbsp;J.&amp;nbsp;M., and Gomez,&amp;nbsp;J.: Hydrochemical evaluation of changing glacier meltwater contribution to stream discharge: Callejon de Huaylas, Peru, Hydrolog. Sci. J., 50(6), 975–987, 2005.</mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple">Nash,&amp;nbsp;J.&amp;nbsp;E. and Sutcliffe,&amp;nbsp;J.&amp;nbsp;V.:  River flow forecasting through conceptual models – Part 1: A&amp;nbsp;discussion of principles, J. Hydrol., 27(3), 282–290, 1970.</mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple">Pouyaud,&amp;nbsp;B., Zapata,&amp;nbsp;M., Yerren,&amp;nbsp;J., Gomez,&amp;nbsp;J., Rosas,&amp;nbsp;G., Suarez,&amp;nbsp;W., and Ribstein,&amp;nbsp;P.: Avenir des ressources en eau glaciaire de la Cordillère Blanche, Hydrolog. Sci. J., 50(6), 999–1022, 2005.</mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple">Racoviteanu,&amp;nbsp;A.&amp;nbsp;E., Arnaud,&amp;nbsp;Y., Williams,&amp;nbsp;M.&amp;nbsp;W., and Ordoñez,&amp;nbsp;J.: Decadal changes in glacier parameters in the Cordillera Blanca, Peru, derived from remote sensing, J. Glaciol., 54, 186, 499–510, 2008.</mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple">Schaefli,&amp;nbsp;B., Hingray,&amp;nbsp;B., Niggli,&amp;nbsp;M., and Musy,&amp;nbsp;A.: A&amp;nbsp;conceptual glacio-hydrological model for high mountainous catchments, Hydrol. Earth Syst. Sci., 9, 95–109, https://doi.org/{10.5194/hess-9-95-2005}, 2005.</mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple">Sicart,&amp;nbsp;J.&amp;nbsp;E, Hock,&amp;nbsp;R., and Six,&amp;nbsp;D.: Glacier melt, air temperature, and energy balance in different climates: the Bolivian Tropics, the French Alps, and Northern Sweden, J. Geophys. Res., 113, D24113, https://doi.org/{10.1029/2008JD010406},  2008.</mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple">Silverio,&amp;nbsp;W. and Jaquet,&amp;nbsp;J.&amp;nbsp;M.: Glacial cover mapping (1987–1996) of the Cordillera Blanca (Peru), Remote Sens. Environ., 95, 342–350,  2005.</mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple">Singh,&amp;nbsp;P., Kumar,&amp;nbsp;N., and Arora,&amp;nbsp;M.: Degree-day factors for snow and ice for Dokriani Glacier, Garhwal Himalayas, J. Hydrol., 235, 1–11, https://doi.org/{10.1016/S0022-1694(00)00249-3},  2000.</mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple">Smith,&amp;nbsp;C.&amp;nbsp;A. and Sardeshmukh,&amp;nbsp;P.: The Effect of ENSO on the intraseasonal variance of surface temperature in winter, Int. J. Climatol., 20, 1543–1557, 2000.</mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple">Suarez,&amp;nbsp;W., Chevallier,&amp;nbsp;P., Pouyaud,&amp;nbsp;B., and Lopez,&amp;nbsp;P.: Modelling the water balance in the glacierized Paron Lake basin (White Cordillera, Peru). Hydrolog. Sci. J., 53(1), 266–277,  2008.</mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple">Vauchel,&amp;nbsp;P.: HYDRACESS: Software for Management and processing of hydro-meteorological data,  &lt;a href=&quot;www.mpl.ird.fr/hybam/outils/logiciels.htm&quot;&gt;www.mpl.ird.fr/hybam/outils/logiciels.htm&lt;/a&gt;,  2005.</mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple">Vergara&amp;nbsp;W., Deeb,&amp;nbsp;A., Valencia&amp;nbsp;A.&amp;nbsp;M., Bradley,&amp;nbsp;R.&amp;nbsp;S., Francou,&amp;nbsp;B., Zarzar&amp;nbsp;A., Grunwaldt,&amp;nbsp;A., and Haeussling,&amp;nbsp;M.: Economic impacts of rapid glacier retreat in the Andes, EOS T. Am. Geophys. Un., 88(25), 261–268, 2007.</mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple">Vuille,&amp;nbsp;M., Bradley,&amp;nbsp;R.&amp;nbsp;S., Werner,&amp;nbsp;M., and Keimig,&amp;nbsp;F.: 20th century climate change in the tropical Andes: observations and model results, Climatic Change, 59(1–2), 75–99,  2003.</mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple">Vuille,&amp;nbsp;M., Kaser,&amp;nbsp;G., and Juen,&amp;nbsp;I.: Glacier mass balance variability in the Cordillera Blanca, Peru and its relationship with climate and the large-scale circulation, Global Planet. Change, 62(1–2), 14–28, &lt;a href=&quot;http://dx.doi.org/10.1016/j.gloplacha.2007.11.003&quot;&gt;https://doi.org/10.1016/j.gloplacha.2007.11.003&lt;/a&gt;,  2008a.</mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple">Vuille,&amp;nbsp;M., Francou,&amp;nbsp;B., Wagnon,&amp;nbsp;P., Juen,&amp;nbsp;I., Kaser,&amp;nbsp;G., Mark,&amp;nbsp;B., and Bradley,&amp;nbsp;R.: Climate change and tropical Andean glaciers: past, present and future, Earth-Sci. Rev., 89(3–4), 79–96, https://doi.org/{10.1016/j.earscirev.2008.04.002}, 2008b.</mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple">Winkler, M., Juen, I., Mölg, T., Wagnon, P., Gómez, J., and Kaser, G.: Measured and modelled sublimation on the tropical Glaciar Artesonraju, Per{ú}, The Cryosphere, 3, 21–30, https://doi.org/{10.5194/tc-3-21-2009}, 2009.</mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple">Yates,&amp;nbsp;D.: WatBal: an integrated water balance model for climate impact assessment of river basin runoff, Water Res. Devel., 12(2), 121–139,  1996.</mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple">Yates,&amp;nbsp;D., Sieber,&amp;nbsp;J., Purkey,&amp;nbsp;D., and Huber-Lee,&amp;nbsp;A.: WEAP21 – a&amp;nbsp;demand-, 0priority- and preference-driven water planning model – Part&amp;nbsp;1: Model characteristics, Water Int., 30, 487–500, 2005a.</mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple">Yates,&amp;nbsp;D., Sieber,&amp;nbsp;J., Purkey,&amp;nbsp;D., and Huber-Lee,&amp;nbsp;A.: WEAP21 – a&amp;nbsp;demand-, priority-, and preference-driven water planning model – Part 2: Aiding freshwater ecosystem service evaluation, Water Int., 30(4), 501–512,  2005b.</mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple">Zapata,&amp;nbsp;M., Arnaud,&amp;nbsp;Y., and Gallaire,&amp;nbsp;R.: Inventario de glaciares de la Cordillera Blanca, 13th IWRA World Water Congreso, 1–4&amp;nbsp;September, Montpellier, France,  2008.</mixed-citation>
</ref>
</ref-list>
</back>
</article>