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      <title>Present and future high-resolution climate forcings over semiarid catchments : case of the Tensift</title>
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    <abstract>In semiarid areas, the climate is characterized by strong spatiotemporal variability while the meteorological ground network is often very sparse. In this context, the spatial distribution of meteorological variables is thus a real issue for watershed hydrology, agronomy and the study of surface-atmosphere retroaction in these regions. The aim of this study is twofold: (1) to evaluate and to adapt a reanalysis system "Systeme d'Analyse Fournissant des Renseignements Adaptes a la Nivologie" (SAFRAN) to map the meteorological variables on the Tensift catchment (Morocco) between 2004 and 2014; (2) to project temperature and precipitation for the 2041-2060 horizon at high-resolution based on the Euro-CORDEX database at 12 km resolution (using two Representative Concentration Pathway -RCPs- scenarios and four Regional Climate Models), on the SAFRAN reanalysis and on a network of meteorological stations. SAFRAN was assessed: (1) based on leave-one-out for a station located in the plain and another in the mountains; (2) by comparison to another re-analysis system named the Meteorological Distribution System for High-Resolution Terrestrial Modeling (MicroMet); (3) by comparison to in situ measurements of snowfall at one station and to the daily Snow Cover Area derived from the Moderate-Resolution Imaging Spectroradiometer (MODIS) product at the catchment scale. The evaluation of the SAFRAN reanalysis showed that an irregular grid up to 1 km resolution is better for reproducing meteorological variables than the regular version of SAFRAN at 8 km, especially in mountains. The projection of the SAFRAN forcing is conducted in three steps corresponding to the three subsections below: (1) disaggregation of the Euro-CORDEX climate scenarios using the Q-Q approach based on stations data; (2) computation of the spatialized delta-change between historical and future Euro-CORDEX runs after Q-Q correction; (3) futurization of SAFRAN using the spatialized delta change values. The mountainous area is expected to face a higher increase in air temperature than the plains, reaching +2.5 degrees C for RCP8.5 and +1.71 degrees C for RCP4.5 over 2041-2060. This warming will be accompanied by a marked decrease in precipitation (-16% for RCP8.5). These present and future spatialized data sets should be useful for impact studies, in particular those focusing on water resources.</abstract>
    <targetAudience authority="marctarget">specialized</targetAudience>
    <subject authority="local">
      <topic>ZONE MEDITERRANEENNE</topic>
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    <subject>
      <topic>SAFRAN</topic>
      <topic>MicroMet</topic>
      <topic>Euro-CORDEX</topic>
      <topic>regional climate modelling</topic>
      <topic>Mediterranean</topic>
      <topic>semiarid</topic>
      <topic>quantile&amp;#8211</topic>
      <topic>quantile</topic>
      <topic>disaggregation</topic>
      <topic>climate change</topic>
      <topic>MODIS snow cover fraction</topic>
    </subject>
    <subject authority="local">
      <geographic>MAROC</geographic>
      <geographic>TENSIFT</geographic>
      <geographic>ZONE ARIDE</geographic>
      <geographic>ZONE SEMIARIDE</geographic>
    </subject>
    <classification authority="local">062</classification>
    <classification authority="local">021</classification>
    <classification authority="local">020</classification>
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      <titleInfo>
        <title>Atmosphere</title>
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      <part>
        <detail type="volume">
          <number>12</number>
        </detail>
        <detail type="volume">
          <number>3</number>
        </detail>
        <extent unit="pages">
          <list>370 [23 ]</list>
        </extent>
      </part>
      <originInfo>
        <dateIssued>2021</dateIssued>
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    <identifier type="uri">https://www.documentation.ird.fr/hor/fdi:010081153</identifier>
    <identifier type="doi">10.3390/atmos12030370</identifier>
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      <url access="row object">https://horizon.documentation.ird.fr/exl-doc/pleins_textes/2021-05/010081153.pdf</url>
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      <recordCreationDate encoding="w3cdtf">2021-05-17</recordCreationDate>
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