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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-15-1713-2011</article-id>
<title-group>
<article-title>Hydrological differentiation and spatial distribution of high altitude wetlands in a semi-arid Andean region derived from satellite data</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Otto</surname>
<given-names>M.</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>Scherer</surname>
<given-names>D.</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>Richters</surname>
<given-names>J.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Technische Universität Berlin, Department of Ecology, Chair of Climatology, Rothenburgstraße 12, 12165 Berlin, Germany</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Lohmeyer Consulting Engineers GmbH &amp; Co. KG, Karlsruhe, Germany</addr-line>
</aff>
<pub-date pub-type="epub">
<day>31</day>
<month>05</month>
<year>2011</year>
</pub-date>
<volume>15</volume>
<issue>5</issue>
<fpage>1713</fpage>
<lpage>1727</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2011 M. Otto 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/15/1713/2011/hess-15-1713-2011.html">This article is available from https://hess.copernicus.org/articles/15/1713/2011/hess-15-1713-2011.html</self-uri>
<self-uri xlink:href="https://hess.copernicus.org/articles/15/1713/2011/hess-15-1713-2011.pdf">The full text article is available as a PDF file from https://hess.copernicus.org/articles/15/1713/2011/hess-15-1713-2011.pdf</self-uri>
<abstract>
<p>High Altitude Wetlands of the Andes (HAWA) belong to a unique type
      of wetland within the semi-arid high Andean region. Knowledge about HAWA
      has been derived mainly from studies at single sites within different
      parts of the Andes at only small time scales. On the one hand, HAWA
      depend on water provided by glacier streams, snow melt or
      precipitation. On the other hand, they are suspected to influence
      hydrology through water retention and vegetation growth altering
      stream flow velocity. We derived HAWA land cover from satellite data
      at regional scale and analysed changes in connection with
      precipitation over the last decade. Perennial and temporal HAWA
      subtypes can be distinguished by seasonal changes of
      photosynthetically active vegetation (PAV) indicating the perennial or
      temporal availability of water during the year. HAWA have been
      delineated within a region of 12 800 km&lt;sup&gt;2&lt;/sup&gt; situated in the
      Northwest of Lake Titicaca. The multi-temporal classification method
      used Normalized Differenced Vegetation Index (NDVI) and Normalized
      Differenced Infrared Index (NDII) data derived from two Landsat ETM+
      scenes at the end of austral winter (September 2000) and at the end of
      austral summer (May 2001). The mapping result indicates an unexpected
      high abundance of HAWA covering about 800 km&lt;sup&gt;2&lt;/sup&gt; of the study
      region (6 %). Annual HAWA mapping was computed using NDVI 16-day
      composites of Moderate Resolution Imaging Spectroradiometer
      (MODIS). Analyses on the relation between HAWA and precipitation was
      based on monthly precipitation data of the Tropical Rain Measurement
      Mission (TRMM 3B43) and MODIS Eight Day Maximum Snow Extent data
      (MOD10A2) from 2000 to 2010. We found HAWA subtype specific
      dependencies on precipitation conditions. A strong relation exists
      between perennial HAWA and snow fall (&lt;i&gt;r&lt;/i&gt;&lt;sup&gt;2&lt;/sup&gt;: 0.82) in dry austral
      winter months (June to August) and between temporal HAWA and
      precipitation (&lt;i&gt;r&lt;/i&gt;&lt;sup&gt;2&lt;/sup&gt;: 0.75) during austral summer (March to
      May). Annual changes in spatial extend of perennial HAWA indicate
      alterations in annual water supply generated from snow melt.</p>
</abstract>
<counts><page-count count="15"/></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">Baied,&amp;nbsp;C.&amp;nbsp;A. and Wheeler,&amp;nbsp;J.&amp;nbsp;C.: Evolution of high Andean puna ecosystems: environment, climate, and culture change over the last 12 000&amp;nbsp;years in the Central Andes, Mt. Res. Dev., 13(2), 145–156, 1993.</mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Barnes,&amp;nbsp;W.&amp;nbsp;L., Pagano,&amp;nbsp;T.&amp;nbsp;S., and Salomonson,&amp;nbsp;V.&amp;nbsp;V.: Prelaunch characteristics of the Moderate Resolution Imaging Spectroradiometer (MODIS) on EOS-AM1, IEEE T. Geosci. Remote, 36(4), 1088–1100, 1998.</mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple">Chander,&amp;nbsp;G., Markham,&amp;nbsp;B., and Helder,&amp;nbsp;D.: Summary of current radiometric calibration coefficients for Landsat MSS, TM, ETM+, and EO-1 ALI sensors, Remote Sens. Environ., 113, 893–903, 2009.</mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Chatterjee,&amp;nbsp;A., Blom,&amp;nbsp;E., Gujja,&amp;nbsp;B., Jacimovic,&amp;nbsp;R., Beevers,&amp;nbsp;L., O&apos;Keeffe,&amp;nbsp;J., Beland,&amp;nbsp;M., and Biggs,&amp;nbsp;T.: WWF Initiatives to study the impact of climate change on Himalayan high-altitude wetlands (HAWs), Mt. Res. Dev., 30(1), 42–52, 2010.</mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple">Coronel,&amp;nbsp;J.&amp;nbsp;S., Declerck,&amp;nbsp;S., Maldonado,&amp;nbsp;M., Ollevier,&amp;nbsp;F., and Brendonck,&amp;nbsp;L.: Temporary shallow pools in high-Andes &quot;bofedal&quot; peatlands: a&amp;nbsp;limnological characterization at different spatial scales, Arch. Sci., 57(2–3), 85–96, 2004.</mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Davidson,&amp;nbsp;A., Wang,&amp;nbsp;S., and Wilmshurst,&amp;nbsp;J.: Remote sensing of grassland-shrubland vegetation water content in the shortwave domain, Int. J. Appl. Earth Obs., 8(4), 225–236, 2006.</mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">Earle,&amp;nbsp;L.&amp;nbsp;R., Warner,&amp;nbsp;B.&amp;nbsp;G., and Aravena,&amp;nbsp;R.: Rapid development of an unusual peat-accumulating ecosystem in the Chilean Altiplano, Quaternary Res., 59(1), 2–11, 2003.</mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">Friedl,&amp;nbsp;M.&amp;nbsp;A. and Brodley,&amp;nbsp;C.&amp;nbsp;E.: Decision tree classification of land cover from remotely sensed data, Remote Sens. Environ., 61, 399–409, 1997.</mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple">Hardisky,&amp;nbsp;M., Klemas,&amp;nbsp;V., and Smart,&amp;nbsp;R.: The influence of soil salinity, growth form, and leaf moisture on the spectral radiance of Spartina alterniflora canopies, Photogramm. Eng. Rem. S., 49(1), 77–83, 1983.</mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">Huete,&amp;nbsp;A., Didan,&amp;nbsp;K., Miura,&amp;nbsp;T., Rodriguez,&amp;nbsp;E., Gao,&amp;nbsp;X., and Ferreira,&amp;nbsp;L.: Overview of the radiometric and biophysical performance of the MODIS vegetation indices, Remote Sens. Environ., 83, 195–213, 2002.</mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple">IAI: Carta Nacional del Peru, scale: 1:100 000, map sheet&amp;nbsp;31s-t–33s-t. IGNP, Lima NIMA (&amp;IGNP), Washington and Lima, topographic map collection of Ibero-American Institute (IAI), Berlin, 2010.</mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple">Immerzeel,&amp;nbsp;W., Rutten,&amp;nbsp;M., and Droogers,&amp;nbsp;P.: Spatial downscaling of TRMM precipitation using vegetative response on the Iberian Peninsula, Remote Sens. Environ., 113, 362–370, 2009.</mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple">INRENA: Evaluacion ambiental de la cuenca del rio Chili, Instituto Nacional de Recursos Naturales (INRENA), Rep., Lima, Peru, 2002.</mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple">Jackson,&amp;nbsp;R.&amp;nbsp;D. and Huete,&amp;nbsp;A.&amp;nbsp;R.: Interpreting vegetation indexes, Prev. Vet. Med., 11(3–4), 185–200, 1991.</mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple">Loveland,&amp;nbsp;T., Reed,&amp;nbsp;B., Brown,&amp;nbsp;J., Ohlen,&amp;nbsp;D., Zhu,&amp;nbsp;Z., Yang,&amp;nbsp;L., and Merchant,&amp;nbsp;J.: Development of a&amp;nbsp;global land cover characteristics database and IGBP DISCover from 1 km AVHRR data, Int. J. Remote Sens., 21(6–7), 1303–1330, 2000.</mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple">Moreau,&amp;nbsp;S., Bosseno,&amp;nbsp;R., Gu,&amp;nbsp;X.&amp;nbsp;F., and Baret,&amp;nbsp;F.: Assessing the biomass dynamics of Andean bofedal and totora high-protein wetland grasses from NOAA/AVHRR, Remote Sens. Environ., 85(4), 516–529, 2003.</mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple">Myneni,&amp;nbsp;R.&amp;nbsp;B., Hall,&amp;nbsp;F.&amp;nbsp;G., Sellers,&amp;nbsp;P.&amp;nbsp;J., and Marshak,&amp;nbsp;A.&amp;nbsp;L.: Interpretation of spectral vegetation indexes, IEEE T. Geosci. Remote, 33(2), 481–486, 1995.</mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple">Naranjo,&amp;nbsp;L.&amp;nbsp;G.: An evaluation of the first inventory of South American wetlands, Vegetatio, 118, 125–129, 1995.</mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple">Ozesmi,&amp;nbsp;S. and Bauer,&amp;nbsp;M.: Satellite remote sensing of wetlands, Wetl. Ecol. Manag., 10(5), 381–402, 2002.</mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple">Richter,&amp;nbsp;M.: Klimagegens{ä}tze in S{ü}dperu und ihre Auswirkungen auf die Vegetation, Erdkunde, 35, 12–30, 1981.</mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple">Ruthsatz,&amp;nbsp;B.: Flora and ecological conditions of high Andean peatlands of Chile between 18$6\circ$00´ (Arica) and 40°30´ (Osorno) south latitude, Phytocoenologia, 23, 157–199, 1993.</mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple">Ruthsatz,&amp;nbsp;B.: Die Hartpolstermoore der Hochanden und ihre Artenvielfalt, Ber. D. Reinh.-T{ü}xen-Ges., 12, 185–234, 2000.</mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple">Scott,&amp;nbsp;D.&amp;nbsp;A. and Carbonell,&amp;nbsp;M.: A&amp;nbsp;Directory of Neotropical Wetlands, IUCN Cambridge and IWRB Slimbridge, 1986.</mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple">Squeo,&amp;nbsp;F.&amp;nbsp;A., Warner,&amp;nbsp;B.&amp;nbsp;G., Aravena,&amp;nbsp;R., and Espinoza,&amp;nbsp;D.: Bofedales: high altitude peatlands of the Central Andes, Rev. Chil. Hist. Nat., 79(2), 245–255, 2006.</mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple">Tapia,&amp;nbsp;M.: Mountain agrobiodiversity in Peru: seed fairs, seed banks, and mountain-to-mountain exchange, Mt. Res. Dev., 20(3), 220–225, 2000.</mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple">Troll,&amp;nbsp;C.: The cordilleras of the tropical Americas, Aspects of climatic, phytogeographical and agrarian ecology, in: Colloquium Geographicum, Band&amp;nbsp;9, edited by: Troll,&amp;nbsp;C., Geoecology of the Mountainous Regions of the Tropical Americas, Proceedings of the UNESCO Mexico Symposium&amp;nbsp;1966, 15–56, 1968.</mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple">Tucker,&amp;nbsp;C.: Red and photographic infrared linear combination for monitoring vegetation, Remote Sens. Environ., 8, 127–150, 1979.</mixed-citation>
</ref>
<ref id="ref28">
<label>28</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.&amp;nbsp;G., and Bradley,&amp;nbsp;R.&amp;nbsp;S.: Climate change and tropical Andean glaciers: past, present and future, Earth-Sci. Rev., 89(3–4), 79–96, 2008.</mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple">Wetlands International: Ramsar Sites Information Service, &lt;a href=&quot;http://ramsar.wetlands.org&quot;&gt;http://ramsar.wetlands.org&lt;/a&gt;, last access: 11&amp;nbsp;October&amp;nbsp;2010, Wageningen, Netherlands, 2010.</mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple">Wilcox,&amp;nbsp;B., Bryant,&amp;nbsp;F., Wester,&amp;nbsp;D., and Allen,&amp;nbsp;B.: Grassland communities and soils on a&amp;nbsp;high elevation grassland of Central Peru, Phytologia, 61, 231–250, 1986.</mixed-citation>
</ref>
</ref-list>
</back>
</article>