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      <ref-type name="Journal Article">17</ref-type>
      <work-type>ACL : Articles dans des revues avec comité de lecture répertoriées par l'AERES</work-type>
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          <author>
            <style face="bold" font="default" size="100%">Jarlan, Lionel</style>
          </author>
          <author>
            <style face="normal" font="default" size="100%">Khabba, S.</style>
          </author>
          <author>
            <style face="normal" font="default" size="100%">Er-Raki, S.</style>
          </author>
          <author>
            <style face="normal" font="default" size="100%">Le Page, M.</style>
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          <author>
            <style face="normal" font="default" size="100%">Hanich, L.</style>
          </author>
          <author>
            <style face="normal" font="default" size="100%">Fakir, Y.</style>
          </author>
          <author>
            <style face="bold" font="default" size="100%">Merlin, Olivier</style>
          </author>
          <author>
            <style face="bold" font="default" size="100%">Mangiarotti, Sylvain</style>
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          <author>
            <style face="normal" font="default" size="100%">Gascoin, S.</style>
          </author>
          <author>
            <style face="normal" font="default" size="100%">Ezzahar, J.</style>
          </author>
          <author>
            <style face="normal" font="default" size="100%">Kharrou, M. H.</style>
          </author>
          <author>
            <style face="normal" font="default" size="100%">Berjamy, B.</style>
          </author>
          <author>
            <style face="normal" font="default" size="100%">Saaidi, A.</style>
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          <author>
            <style face="normal" font="default" size="100%">Boudhar, A.</style>
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          <author>
            <style face="normal" font="default" size="100%">Benkaddour, A.</style>
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          <author>
            <style face="normal" font="default" size="100%">Laftouhi, N.</style>
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          <author>
            <style face="normal" font="default" size="100%">Abaoui, J.</style>
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          <author>
            <style face="bold" font="default" size="100%">Tavernier, Adrien</style>
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          <author>
            <style face="bold" font="default" size="100%">Boulet, Gilles</style>
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          <author>
            <style face="bold" font="default" size="100%">Simonneaux, Vincent</style>
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          <author>
            <style face="normal" font="default" size="100%">Driouech, F.</style>
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          <author>
            <style face="normal" font="default" size="100%">El Adnani, M.</style>
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          <author>
            <style face="normal" font="default" size="100%">El Fazziki, A.</style>
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          <author>
            <style face="normal" font="default" size="100%">Amenzou, N.</style>
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          <author>
            <style face="normal" font="default" size="100%">Raibi, F.</style>
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          <author>
            <style face="normal" font="default" size="100%">El Mandour, A.</style>
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          <author>
            <style face="normal" font="default" size="100%">Ibouh, H.</style>
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          <author>
            <style face="normal" font="default" size="100%">Le Dantec, V.</style>
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          <author>
            <style face="normal" font="default" size="100%">Habets, F.</style>
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          <author>
            <style face="bold" font="default" size="100%">Tramblay, Yves</style>
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          <author>
            <style face="bold" font="default" size="100%">Mougenot, Bernard</style>
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          <author>
            <style face="bold" font="default" size="100%">Leblanc, Marc</style>
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          <author>
            <style face="normal" font="default" size="100%">El Faiz, M.</style>
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          <author>
            <style face="bold" font="default" size="100%">Drapeau, Laurent</style>
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          <author>
            <style face="normal" font="default" size="100%">Coudert, B.</style>
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          <author>
            <style face="normal" font="default" size="100%">Hagolle, O.</style>
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          <author>
            <style face="normal" font="default" size="100%">Filali, N.</style>
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          <author>
            <style face="normal" font="default" size="100%">Belaqziz, S.</style>
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          <author>
            <style face="normal" font="default" size="100%">Marchane, A.</style>
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          <author>
            <style face="normal" font="default" size="100%">Szczypta, C.</style>
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          <author>
            <style face="normal" font="default" size="100%">Toumi, J.</style>
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          <author>
            <style face="normal" font="default" size="100%">Diarra, A.</style>
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          <author>
            <style face="normal" font="default" size="100%">Aouade, G.</style>
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          <author>
            <style face="normal" font="default" size="100%">Hajhouji, Y.</style>
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          <author>
            <style face="normal" font="default" size="100%">Nassah, H.</style>
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          <author>
            <style face="bold" font="default" size="100%">Bigeard, Guillaume</style>
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          <author>
            <style face="bold" font="default" size="100%">Chirouze, Jonas</style>
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          <author>
            <style face="normal" font="default" size="100%">Boukhari, K.</style>
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          <author>
            <style face="normal" font="default" size="100%">Abourida, A.</style>
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          <author>
            <style face="bold" font="default" size="100%">Richard, Bastien</style>
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          <author>
            <style face="bold" font="default" size="100%">Fanise, Pascal</style>
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          <author>
            <style face="normal" font="default" size="100%">Kasbani, M.</style>
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          <author>
            <style face="normal" font="default" size="100%">Chakir, A.</style>
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          <author>
            <style face="normal" font="default" size="100%">Zribi, M.</style>
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          <author>
            <style face="normal" font="default" size="100%">Marah, H.</style>
          </author>
          <author>
            <style face="normal" font="default" size="100%">Naimi, A.</style>
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          <author>
            <style face="normal" font="default" size="100%">Mokssitg, A.</style>
          </author>
          <author>
            <style face="normal" font="default" size="100%">Kerr, Yann</style>
          </author>
          <author>
            <style face="bold" font="default" size="100%">Escadafal, Richard</style>
          </author>
        </authors>
      </contributors>
      <titles>
        <title>Remote Sensing of Water Resources in Semi-Arid Mediterranean Areas : the joint international laboratory TREMA</title>
        <secondary-title>International Journal of Remote Sensing</secondary-title>
      </titles>
      <pages>4879-4917</pages>
      <keywords>
        <keyword>MAROC</keyword>
        <keyword>ZONE MEDITERRANEENNE</keyword>
        <keyword>ZONE SEMIARIDE</keyword>
      </keywords>
      <dates>
        <year>2015</year>
      </dates>
      <call-num>fdi:010065451</call-num>
      <language>ENG</language>
      <periodical>
        <full-title>International Journal of Remote Sensing</full-title>
      </periodical>
      <isbn>0143-1161</isbn>
      <accession-num>ISI:000364334500008</accession-num>
      <number>19-20</number>
      <electronic-resource-num>10.1080/01431161.2015.1093198</electronic-resource-num>
      <urls>
        <related-urls>
          <url>https://www.documentation.ird.fr/hor/fdi:010065451</url>
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        <pdf-urls>
          <url>https://www.documentation.ird.fr/intranet/publi/2015/12/010065451.pdf</url>
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      <volume>36</volume>
      <remote-database-provider>Horizon (IRD)</remote-database-provider>
      <abstract>Monitoring of water resources and a better understanding of the eco-hydrological processes governing their dynamics are necessary to anticipate and develop measures to adapt to climate and water-use changes. Focusing on this aim, a research project carried out within the framework of French-Moroccan cooperation demonstrated how remote sensing can help improve the monitoring and modelling of water resources in semi-arid Mediterranean regions. The study area is the Tensift Basin located near Marrakech (Morocco) - a typical Southern Mediterranean catchment with water production in the mountains and downstream consumption mainly driven by agriculture. Following a description of the institutional context and the experimental network, the main recent research results are presented: (1) methodological development for the retrieval of key components of the water cycle in a snow-covered area from remote-sensing imagery (disaggregated soil moisture from soil moisture and ocean salinity) at the kilometre scale, based on the Moderate Resolution Imaging Spectroradiometer (MODIS); (2) the use of remote-sensing products together with land-surface modelling for the monitoring of evapotranspiration; and (3) phenomenological modelling based only on time series of remote-sensing data with application to forecasting of cereal yields. Finally, the issue of transfer of research results is also addressed through two remote sensing-based tools developed together with the project partners involved in water management and irrigation planning.</abstract>
      <custom6>062 ; 126</custom6>
      <custom1>UR113 / UR050 / UR183</custom1>
      <custom7>Maroc</custom7>
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