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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-14-1979-2010</article-id>
<title-group>
<article-title>Responses of snowmelt runoff to climatic change in an inland river basin, Northwestern China, over the past 50 years</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Wang</surname>
<given-names>J.</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>Li</surname>
<given-names>H.</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>Hao</surname>
<given-names>X.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Cold and Arid Regions Environmental and Engineering Research Institute, Chinese Academy of Sciences, Lanzhou, 730000, China</addr-line>
</aff>
<pub-date pub-type="epub">
<day>19</day>
<month>10</month>
<year>2010</year>
</pub-date>
<volume>14</volume>
<issue>10</issue>
<fpage>1979</fpage>
<lpage>1987</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2010 J. Wang et al.</copyright-statement>
<copyright-year>2010</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/14/1979/2010/hess-14-1979-2010.html">This article is available from https://hess.copernicus.org/articles/14/1979/2010/hess-14-1979-2010.html</self-uri>
<self-uri xlink:href="https://hess.copernicus.org/articles/14/1979/2010/hess-14-1979-2010.pdf">The full text article is available as a PDF file from https://hess.copernicus.org/articles/14/1979/2010/hess-14-1979-2010.pdf</self-uri>
<abstract>
<p>The spatial and temporal variations of snowcover distribution, and snowmelt
runoff are considered as sensitive indicators for climatic change. The
purpose of this paper is to analyze and forecast the responses of snowmelt
runoff to climate change in an inland river basin. The upper basin of Heihe
River in Northwestern China was chose as the study area, and the observation
data from the meteorological and hydrological stations were utilized to
analyze the status and regularity of the climatic change over the past 50
years. Snow cover area was obtained by an optimized technology using
Moderate Resolution Imaging Spectroradiometer data with Normalized
Difference Snow Index adjustment and topographic correction. A concept of
potential snowmelt was suggested to illustrate the response of spatial
snowmelt to climate change. The results show that the annual SCA proportion
and the potential snowmelt keep an increasing trend since 2000. There is a
negative relationship between annual air temperature and SCA proportion from
2000 to 2008. Snowmelt Runoff Model was chose to simulate snowmelt runoff
and scenario forecast the change trend of snowmelt runoff in this region.
The results show that climatic warming was apparent in the upper basin of
Heihe River over the past 50 a. Annual average air temperature of three
different weather stations located in the basin has increased 2.1 °C,
2.6 °C and 2.9 °C respectively from 1956 to present. The
snowmelt runoff has increased obviously from 1970 to present. With different
warming climate scenarios, the results by using SRM simulating showed that
the first occurred time of snowmelt runoff shift ahead and discharge become
larger as responses of snowmelt runoff to air temperature increasing, and
the influence of temperature rising on average discharge of the whole snow
season is not obvious.</p>
</abstract>
<counts><page-count count="9"/></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">Adam, J. C., Hamlet, A. F., and Lettenmaier, D. P.: Implications of global climate change for snowmelt hydrology in the twenty-first century, Hydrol. Process., 23, 962–972, 2009.</mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Barnett, T. P., Adam, J. C., and Lettenmaier, D. P.: Potential impacts of a warming climate on water availability in snow-dominated regions, Nature, 438, 303–309, 2005.</mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple">Bates, B. C., Kundzewicz, Z. W., Wu, S., and Palutik, J. P.: Climate Change and Water, IPCC Secretariat, Geneva, Technical Paper of the Intergovernmental Panel on Climate Change, 210, 2008.</mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Civco, D. L.: Topographic normalization of landsat Thematic Mapper digital imagery, Photogramm. Eng. Rem. S., 55, 1303–1309, 1989.</mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple">Day, C. A.: Modelling impacts of climate change on snowmelt runoff generation and streamflow across western US&amp;nbsp;mountain basins: a review of techniques and applications for water resource management, Prog. Phys. Geog., 33, 614–633, 2009.</mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Hall, D. K., Riggs, G. A., and Salomonson, V. V.: Development of methods for mapping global snow cover using Moderate Resolution Imaging Spectroradiometer (MODIS) data, Remote Sens. Environ., 54, 127–140, 1995.</mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">Hall, D. K., Riggs, G. A., Salomonson, V. V., et al.: MODIS snow-cover products, Remote Sens. Environ., 83, 181–194, 2002.</mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">Hall, D. K. and Riggs, G. A.: Accuracy assessment of the MODIS snow products, 63rd&amp;nbsp;Eastern Snow Conference, Newark, DE, 1534–1547, 2007.</mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple">Hao, X., Zhang, P., and Wang, J.: Evaluation and comparison of MODIS and VEGETATION Snow Cover products in Northern Xinjiang, China, Remote Sens. Technol. Appl., 24, 603–610, 2009.</mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">Klein, A. G. and Barnett, A. C.: Validation of daily MODIS snow cover maps of the Upper Rio Grande River Basin for the 2000–2001 snow year, Remote Sens. Environ., 86, 162–176, 2003.</mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple">López-Moreno, J. I., Goyette, S., and Beniston, M.: Impact of climate change on snowpack in the Pyrenees: Horizontal spatial variability and vertical gradients, J. Hydrol., 374, 384–396, 2009.</mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple">Law, K. H. and Nichol, J.: Topographic correction for differential illumination effects on IKONS satellite imagery, ISPRS Congress, Commission&amp;nbsp;3, Istanbul, Turkey, 12–23&amp;nbsp;July, 2004.</mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple">Lemke, P., Ren, J., Alley, R. B., Allison, I., Carrasco, J., Flato, G., Fujii, Y., Kaser, G., Mote, P., Thomas, R. H., and Zhang, T.: Observations:Changes in Snow, Ice and Frozen Ground, Contribution of Working Group&amp;nbsp;I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge, UK and New York, NY, USA, 2007.</mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple">Martinec, J., Rango, A., and Roberts, R.: SRM Snowmelt Runoff Model, User&apos;s Manual, 2005.</mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple">McCabe, G. J. and Wolock, D. M.: Recent Declines in Western U.S.&amp;nbsp;Snowpack in the Context of Twentieth-Century Climate Variability, Earth Interact., 13, 1–15, 2009.</mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple">Rauscher, S. A., Pal, J. S., Diffenbaugh, N. S., and Benedetti, M. M.: Future changes in snowmelt-driven runoff timing over the western&amp;nbsp;US, Geophys. Res. Lett., 35, L16703, https://doi.org/10.1029/2008gl034424, 2008.</mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple">Riggs, G. A., Hall, D. K, and Salomonson, V. V.: MODIS Snow Products User Guide Collection&amp;nbsp;4, &lt;a href=&quot;http://modis-snow-ice.gsfc.nasa.gov/sugkc2.html&quot;&gt;http://modis-snow-ice.gsfc.nasa.gov/sugkc2.html&lt;/a&gt;, last access: October&amp;nbsp;2010, 2006.</mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple">Solomon, S., Qin, D., Marquis, M., Averyt, K. B., Tignor, M., and Miller, H. L.: Climate change 2007: the physical science basis: contribution of Working Group&amp;nbsp;I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge University Press, Cambridge, New York, 2007.</mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple">Stewart, I. T., Cayan, D. R., and Dettinger, M. D.: Changes in snowmelt runoff timing in western North America under a &quot;business as usual&quot; climate change scenario, Climatic Change, 62, 217–232, 2004.</mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple">Tekeli, A. E., Akyurek, Z., Sorman, A. A., Sensoy, A., and Sorman, A. U.: Using MODIS snow cover maps in modeling snowmelt runoff process in the eastern part of Turkey, Remote Sens. Environ., 97, 216–230, 2005.</mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple">Wang, J. and Li, W.: Establishing snowmelt runoff simulating model using remote sensing data and GIS in the west of China, Int. J. Remote. Sens., 22, 3267–3274, 2001.</mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple">Wang, J. and Wang, L. H.: A review on snow cover and snowmelt runoff simulating using remote sensing data sets in China, P. Soc. Photo-Opt. Ins., 4894, 446–455, 2003.</mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple">Wang, J. and Li, S.: Effect of climatic change on snowmelt runoffs in mountainous regions of inland rivers in Northwestern China, Sci. China Ser.&amp;nbsp;D, 49, 881–888, 2006.</mixed-citation>
</ref>
</ref-list>
</back>
</article>