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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>
      <contributors>
        <authors>
          <author>
            <style face="normal" font="default" size="100%">Lahnik, O.</style>
          </author>
          <author>
            <style face="bold" font="default" size="100%">Tramblay, Yves</style>
          </author>
          <author>
            <style face="bold" font="default" size="100%">Lguensat, Redouane</style>
          </author>
          <author>
            <style face="normal" font="default" size="100%">Bastin, S.</style>
          </author>
          <author>
            <style face="normal" font="default" size="100%">Robin, Y.</style>
          </author>
          <author>
            <style face="normal" font="default" size="100%">Andersson, J. C. M.</style>
          </author>
          <author>
            <style face="normal" font="default" size="100%">Hanich, L.</style>
          </author>
        </authors>
      </contributors>
      <titles>
        <title>Convection-permitting regional climate simulations reveal stronger drying and snow loss in semi-arid mountainous basins of Morocco</title>
        <secondary-title>Hydrological Processes</secondary-title>
      </titles>
      <pages>e70590 [18 p.]</pages>
      <keywords>
        <keyword>bias correction (CDF-T)</keyword>
        <keyword>climate change impacts</keyword>
        <keyword>convection-permitting</keyword>
        <keyword>climate model</keyword>
        <keyword>mountain hydrology</keyword>
        <keyword>RegIPSL</keyword>
        <keyword>snow processes</keyword>
        <keyword>MAROC</keyword>
        <keyword>ZONE SEMIARIDE</keyword>
      </keywords>
      <dates>
        <year>2026</year>
      </dates>
      <call-num>fdi:010097367</call-num>
      <language>ENG</language>
      <periodical>
        <full-title>Hydrological Processes</full-title>
      </periodical>
      <isbn>0885-6087</isbn>
      <accession-num>ISI:001779959400001</accession-num>
      <number>6</number>
      <electronic-resource-num>10.1002/hyp.70590</electronic-resource-num>
      <urls>
        <related-urls>
          <url>https://www.documentation.ird.fr/hor/fdi:010097367</url>
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          <url>https://horizon.documentation.ird.fr/exl-doc/pleins_textes/2026-07/010097367.pdf</url>
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      </urls>
      <volume>40</volume>
      <remote-database-provider>Horizon (IRD)</remote-database-provider>
      <abstract>Mountainous basins in semi-arid regions are among the most climate-sensitive environments, yet their hydro-climatic processes remain poorly represented by regional climate models. This study provides the first hydrological evaluation of a convection-permitting regional climate model (WRF3) with a spatial resolution of 3 km in mountainous basins of Morocco in North Africa, using a multi-model hydrological framework (HYPE and GR4J-CemaNeige). Results show that hydrological simulations forced by the convection-permitting WRF3 model provide a better agreement with observed streamflow and a set of different hydrological signatures than those forced by the coarser, convection-parameterized WRF20 model (20 km). Under the SSP5-8.5 scenario, the projections indicate precipitation decreases of 31%-62%, increases in potential evapotranspiration of 16%-27%, and streamflow reductions ranging from 64%-87%, depending on the climate forcing (WRF3 versus WRF20). There is a systematically stronger reduction in water resources in WRF3 projections than in WRF20 that is consistent across different basins. Snow contributions decline more strongly in simulations forced by the convection-permitting regional climate model (WFR3), leading to a shift from a snow-dominated to a predominantly rain-dominated hydrological regime. These results highlight the added value of high-resolution climate modelling in capturing fine-scale mountain processes, strengthening the confidence in climate-impact assessments, and also reveal the severe vulnerability of semi-arid mountainous water resources to future warming. The more pessimistic scenarios obtained with the convection-permitting regional climate model call for a reassessment of currently available scenarios for future water resources in semi-arid mountainous regions obtained with coarse resolution climate models.</abstract>
      <custom6>062 ; 021 ; 020</custom6>
      <custom1>UR228</custom1>
      <custom7>Maroc</custom7>
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