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    <titleInfo>
      <title>Characterization of the time dynamics of monthly satellite snow cover data on Mountain Chains in Lebanon</title>
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    <abstract>In this study, the time dynamics of the monthly means of the snow cover have been on Lebanese Mountain Chains from 2000 to 2012, derived from the MODIS Aqua/Terra satellite snow products was analyzed. This represents the longest satellite-based snow cover time series produced for Lebanon so far. Field survey was also carried out over the last three years in order to measure the in-situ snow/water equivalent and depth in different localities. Analyzing the regime of the snow cover in Mount-Lebanon (Western Mountain Chains) region, it was found that: (i) snowmelt accounts for about 31% of the rivers and springs discharge in Lebanon; (ii) consecutive peaks in the snow cover time series, representing the change-point between accumulation phase and ablation phase are present in three different patterns (edged, non-edged and double peaked); (iii) the areal snow coverage has big diversity between different years; (iv) the annual periodicity represents the most statistically significant and predominant frequency of the series contributing for about the 40% of the total variance of the snow cover series; (v) the longterm trend, totally hidden by the more powerful yearly component and detected by using the singular spectrum analysis (SSA), accounts for about the 33% of the total variance of the series; (vi) the long-term trend shows an apparent cyclic behavior with an estimated period (interval between the two minima) of about nine years; (vii) the comparison of the long-term trend with the North Atlantic Oscillation (NAO) monthly index reveals that the minima in 2009-2010 of the SSA long-term component coincides with a persistent negative phase in the NAO Index.</abstract>
    <targetAudience authority="marctarget">specialized</targetAudience>
    <subject>
      <topic>Snowpack</topic>
      <topic>Satellite image</topic>
      <topic>SSA</topic>
      <topic>Periodogram</topic>
      <topic>Lebanon</topic>
    </subject>
    <subject authority="local">
      <geographic>LIBAN</geographic>
    </subject>
    <classification authority="local">062</classification>
    <classification authority="local">126</classification>
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      <titleInfo>
        <title>Journal of Hydrology</title>
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      <part>
        <detail type="volume">
          <number>519</number>
        </detail>
        <detail type="volume">
          <number>D</number>
        </detail>
        <extent unit="pages">
          <list> 3214-3222</list>
        </extent>
      </part>
      <originInfo>
        <dateIssued>2014</dateIssued>
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      <identifier type="issn">0022-1694</identifier>
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    <identifier type="uri">https://www.documentation.ird.fr/hor/fdi:010063690</identifier>
    <identifier type="doi">10.1016/j.jhydrol.2014.10.037</identifier>
    <identifier type="issn">0022-1694</identifier>
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      <recordCreationDate encoding="w3cdtf">2015-03-03</recordCreationDate>
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