{"id":"https://openalex.org/W4282017615","doi":"https://doi.org/10.1016/j.ejrh.2022.101101","title":"Snow hydrology in the Moroccan Atlas Mountains","display_name":"Snow hydrology in the Moroccan Atlas Mountains","publication_year":2022,"publication_date":"2022-05-31","ids":{"openalex":"https://openalex.org/W4282017615","doi":"https://doi.org/10.1016/j.ejrh.2022.101101"},"language":"en","primary_location":{"id":"doi:10.1016/j.ejrh.2022.101101","doi":"https://doi.org/10.1016/j.ejrh.2022.101101","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ejrh.2022.101101","pdf_url":"https://www.sciencedirect.com/science/article/pii/S2214581822001148/pdf","source":{"id":"https://openalex.org/S2898247721","display_name":"Journal of Hydrology Regional Studies","issn_l":"2214-5818","issn":["2214-5818"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","norway-1","oarl","poland-100","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Hydrology: Regional Studies","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.sciencedirect.com/science/article/pii/S2214581822001148/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081118678","display_name":"Lahoucine Hanich","orcid":"https://orcid.org/0000-0003-3756-0944","observed_orcids":["https://orcid.org/0000-0003-3756-0944"]},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]},{"id":"https://openalex.org/I4210131560","display_name":"Universit\u00e9 Mohammed VI Polytechnique","ror":"https://ror.org/03xc55g68","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210131560"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Lahoucine Hanich","raw_affiliation_strings":["L3G Laboratory, Earth Sciences Department, Faculty of Sciences and Techniques, Cadi Ayyad University, Marrakech, 40000, Morocco","Mohammed VI Polytechnic University (UM6P), Center for Remote Sensing Applications (CRSA), Lot 660, Hay Moulay Rachid BenGuerir, 43150, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"L3G Laboratory, Earth Sciences Department, Faculty of Sciences and Techniques, Cadi Ayyad University, Marrakech, 40000, Morocco","institution_ids":["https://openalex.org/I119856527"]},{"raw_affiliation_string":"Mohammed VI Polytechnic University (UM6P), Center for Remote Sensing Applications (CRSA), Lot 660, Hay Moulay Rachid BenGuerir, 43150, Morocco","institution_ids":["https://openalex.org/I4210131560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028809124","display_name":"Abdelghani Chehbouni","orcid":"https://orcid.org/0000-0002-0270-1690","observed_orcids":["https://orcid.org/0000-0002-0270-1690"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2799535048","display_name":"Centre National d'\u00c9tudes Spatiales","ror":"https://ror.org/04h1h0y33","country_code":"FR","type":"government","lineage":["https://openalex.org/I2799535048"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210100083","display_name":"Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re","ror":"https://ror.org/01225hq90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210131560","display_name":"Universit\u00e9 Mohammed VI Polytechnique","ror":"https://ror.org/03xc55g68","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210131560"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210166444"]},{"id":"https://openalex.org/I4405258862","display_name":"Universit\u00e9 de Toulouse","ror":"https://ror.org/01ahyrz84","country_code":"FR","type":"education","lineage":["https://openalex.org/I4405258862"]}],"countries":["FR","MA"],"is_corresponding":false,"raw_author_name":"Abdelghani Chehbouni","raw_affiliation_strings":["Centre d\u2019\u00c9tudes Spatiales de la Biosph\u00e8re (CESBIO), Universit\u00e9 de Toulouse, CNES, CNRS, INRAE, IRD, UT3 University of Toulouse, Toulouse, France","Mohammed VI Polytechnic University (UM6P), Center for Remote Sensing Applications (CRSA), Lot 660, Hay Moulay Rachid BenGuerir, 43150, Morocco","Mohammed VI Polytechnic University (UM6P), International Water Research Institute (IWRI), Lot 660, Hay Moulay Rachid BenGuerir, 43150, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre d\u2019\u00c9tudes Spatiales de la Biosph\u00e8re (CESBIO), Universit\u00e9 de Toulouse, CNES, CNRS, INRAE, IRD, UT3 University of Toulouse, Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2799535048","https://openalex.org/I4210088668","https://openalex.org/I4210100083","https://openalex.org/I4210166444","https://openalex.org/I4405258862"]},{"raw_affiliation_string":"Mohammed VI Polytechnic University (UM6P), Center for Remote Sensing Applications (CRSA), Lot 660, Hay Moulay Rachid BenGuerir, 43150, Morocco","institution_ids":["https://openalex.org/I4210131560"]},{"raw_affiliation_string":"Mohammed VI Polytechnic University (UM6P), International Water Research Institute (IWRI), Lot 660, Hay Moulay Rachid BenGuerir, 43150, Morocco","institution_ids":["https://openalex.org/I4210131560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030457817","display_name":"Simon Gascoin","orcid":"https://orcid.org/0000-0002-4996-6768","observed_orcids":["https://orcid.org/0000-0002-4996-6768"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2799535048","display_name":"Centre National d'\u00c9tudes Spatiales","ror":"https://ror.org/04h1h0y33","country_code":"FR","type":"government","lineage":["https://openalex.org/I2799535048"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210100083","display_name":"Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re","ror":"https://ror.org/01225hq90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210166444"]},{"id":"https://openalex.org/I4405258862","display_name":"Universit\u00e9 de Toulouse","ror":"https://ror.org/01ahyrz84","country_code":"FR","type":"education","lineage":["https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Simon Gascoin","raw_affiliation_strings":["Centre d\u2019\u00c9tudes Spatiales de la Biosph\u00e8re (CESBIO), Universit\u00e9 de Toulouse, CNES, CNRS, INRAE, IRD, UT3 University of Toulouse, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre d\u2019\u00c9tudes Spatiales de la Biosph\u00e8re (CESBIO), Universit\u00e9 de Toulouse, CNES, CNRS, INRAE, IRD, UT3 University of Toulouse, Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2799535048","https://openalex.org/I4210088668","https://openalex.org/I4210100083","https://openalex.org/I4210166444","https://openalex.org/I4405258862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054406234","display_name":"Abdelghani Boudhar","orcid":"https://orcid.org/0000-0002-4033-9717","observed_orcids":["https://orcid.org/0000-0002-4033-9717"]},"institutions":[{"id":"https://openalex.org/I4210119856","display_name":"Universit\u00e9 Sultan Moulay Slimane","ror":"https://ror.org/02m8tb249","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210119856"]},{"id":"https://openalex.org/I4210131560","display_name":"Universit\u00e9 Mohammed VI Polytechnique","ror":"https://ror.org/03xc55g68","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210131560"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdelghani Boudhar","raw_affiliation_strings":["Data Science For Sustainable Earth Laboratory (Data4Earth), Sultan Moulay Slimane University, Morocco","Mohammed VI Polytechnic University (UM6P), Center for Remote Sensing Applications (CRSA), Lot 660, Hay Moulay Rachid BenGuerir, 43150, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Science For Sustainable Earth Laboratory (Data4Earth), Sultan Moulay Slimane University, Morocco","institution_ids":["https://openalex.org/I4210119856"]},{"raw_affiliation_string":"Mohammed VI Polytechnic University (UM6P), Center for Remote Sensing Applications (CRSA), Lot 660, Hay Moulay Rachid BenGuerir, 43150, Morocco","institution_ids":["https://openalex.org/I4210131560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019685499","display_name":"Lionel Jarlan","orcid":"https://orcid.org/0000-0002-6542-5793","observed_orcids":["https://orcid.org/0000-0002-6542-5793"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2799535048","display_name":"Centre National d'\u00c9tudes Spatiales","ror":"https://ror.org/04h1h0y33","country_code":"FR","type":"government","lineage":["https://openalex.org/I2799535048"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210100083","display_name":"Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re","ror":"https://ror.org/01225hq90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210166444"]},{"id":"https://openalex.org/I4405258862","display_name":"Universit\u00e9 de Toulouse","ror":"https://ror.org/01ahyrz84","country_code":"FR","type":"education","lineage":["https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lionel Jarlan","raw_affiliation_strings":["Centre d\u2019\u00c9tudes Spatiales de la Biosph\u00e8re (CESBIO), Universit\u00e9 de Toulouse, CNES, CNRS, INRAE, IRD, UT3 University of Toulouse, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre d\u2019\u00c9tudes Spatiales de la Biosph\u00e8re (CESBIO), Universit\u00e9 de Toulouse, CNES, CNRS, INRAE, IRD, UT3 University of Toulouse, Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2799535048","https://openalex.org/I4210088668","https://openalex.org/I4210100083","https://openalex.org/I4210166444","https://openalex.org/I4405258862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053663113","display_name":"Yves Tramblay","orcid":"https://orcid.org/0000-0003-0481-5330","observed_orcids":["https://orcid.org/0000-0003-0481-5330"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I3019667749","display_name":"Laboratoire HydroSciences Montpellier","ror":"https://ror.org/00aycez97","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I19894307","https://openalex.org/I2802818602","https://openalex.org/I3019667749","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210166444"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yves Tramblay","raw_affiliation_strings":["HydroSciences Montpellier (University Montpellier, CNRS, IRD), France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HydroSciences Montpellier (University Montpellier, CNRS, IRD), France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I3019667749","https://openalex.org/I4210166444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027171976","display_name":"Gilles Boulet","orcid":"https://orcid.org/0000-0002-3905-7560","observed_orcids":["https://orcid.org/0000-0002-3905-7560"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2799535048","display_name":"Centre National d'\u00c9tudes Spatiales","ror":"https://ror.org/04h1h0y33","country_code":"FR","type":"government","lineage":["https://openalex.org/I2799535048"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210100083","display_name":"Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re","ror":"https://ror.org/01225hq90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210166444"]},{"id":"https://openalex.org/I4405258862","display_name":"Universit\u00e9 de Toulouse","ror":"https://ror.org/01ahyrz84","country_code":"FR","type":"education","lineage":["https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Gilles Boulet","raw_affiliation_strings":["Centre d\u2019\u00c9tudes Spatiales de la Biosph\u00e8re (CESBIO), Universit\u00e9 de Toulouse, CNES, CNRS, INRAE, IRD, UT3 University of Toulouse, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre d\u2019\u00c9tudes Spatiales de la Biosph\u00e8re (CESBIO), Universit\u00e9 de Toulouse, CNES, CNRS, INRAE, IRD, UT3 University of Toulouse, Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2799535048","https://openalex.org/I4210088668","https://openalex.org/I4210100083","https://openalex.org/I4210166444","https://openalex.org/I4405258862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089976653","display_name":"Ahmed Marchane","orcid":"https://orcid.org/0000-0002-0117-7719","observed_orcids":["https://orcid.org/0000-0002-0117-7719"]},"institutions":[{"id":"https://openalex.org/I4210131560","display_name":"Universit\u00e9 Mohammed VI Polytechnique","ror":"https://ror.org/03xc55g68","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210131560"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Ahmed Marchane","raw_affiliation_strings":["Mohammed VI Polytechnic University (UM6P), Center for Remote Sensing Applications (CRSA), Lot 660, Hay Moulay Rachid BenGuerir, 43150, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mohammed VI Polytechnic University (UM6P), Center for Remote Sensing Applications (CRSA), Lot 660, Hay Moulay Rachid BenGuerir, 43150, Morocco","institution_ids":["https://openalex.org/I4210131560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091173103","display_name":"Mohamed Wassim Baba","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210131560","display_name":"Universit\u00e9 Mohammed VI Polytechnique","ror":"https://ror.org/03xc55g68","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210131560"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed Wassim Baba","raw_affiliation_strings":["Mohammed VI Polytechnic University (UM6P), Center for Remote Sensing Applications (CRSA), Lot 660, Hay Moulay Rachid BenGuerir, 43150, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mohammed VI Polytechnic University (UM6P), Center for Remote Sensing Applications (CRSA), Lot 660, Hay Moulay Rachid BenGuerir, 43150, Morocco","institution_ids":["https://openalex.org/I4210131560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057295813","display_name":"Christophe Kinnard","orcid":"https://orcid.org/0000-0002-4553-5258","observed_orcids":["https://orcid.org/0000-0002-4553-5258"]},"institutions":[{"id":"https://openalex.org/I63341726","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res","ror":"https://ror.org/02xrw9r68","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I63341726"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Christophe Kinnard","raw_affiliation_strings":["D\u00e9partement des Sciences de l\u2019Environnement, Centre de Recherche sur les Interactions Bassins Versants \u2013 \u00c9cosyst\u00e8mes Aquatiques (RIVE), Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res, Trois-Rivi\u00e8res, QC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"D\u00e9partement des Sciences de l\u2019Environnement, Centre de Recherche sur les Interactions Bassins Versants \u2013 \u00c9cosyst\u00e8mes Aquatiques (RIVE), Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res, Trois-Rivi\u00e8res, QC, Canada","institution_ids":["https://openalex.org/I63341726"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000941819","display_name":"Vincent Simonneaux","orcid":"https://orcid.org/0000-0002-4245-5383","observed_orcids":["https://orcid.org/0000-0002-4245-5383"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2799535048","display_name":"Centre National d'\u00c9tudes Spatiales","ror":"https://ror.org/04h1h0y33","country_code":"FR","type":"government","lineage":["https://openalex.org/I2799535048"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210100083","display_name":"Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re","ror":"https://ror.org/01225hq90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210166444"]},{"id":"https://openalex.org/I4405258862","display_name":"Universit\u00e9 de Toulouse","ror":"https://ror.org/01ahyrz84","country_code":"FR","type":"education","lineage":["https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Simonneaux","raw_affiliation_strings":["Centre d\u2019\u00c9tudes Spatiales de la Biosph\u00e8re (CESBIO), Universit\u00e9 de Toulouse, CNES, CNRS, INRAE, IRD, UT3 University of Toulouse, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre d\u2019\u00c9tudes Spatiales de la Biosph\u00e8re (CESBIO), Universit\u00e9 de Toulouse, CNES, CNRS, INRAE, IRD, UT3 University of Toulouse, Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2799535048","https://openalex.org/I4210088668","https://openalex.org/I4210100083","https://openalex.org/I4210166444","https://openalex.org/I4405258862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031796811","display_name":"Younes Fak\u0131r","orcid":"https://orcid.org/0000-0003-4299-5862","observed_orcids":["https://orcid.org/0000-0003-4299-5862"]},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]},{"id":"https://openalex.org/I4210131560","display_name":"Universit\u00e9 Mohammed VI Polytechnique","ror":"https://ror.org/03xc55g68","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210131560"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Younes Fakir","raw_affiliation_strings":["Faculty of Sciences Semlalia, Cadi Ayyad University, Marrakech, Morocco","Mohammed VI Polytechnic University (UM6P), Center for Remote Sensing Applications (CRSA), Lot 660, Hay Moulay Rachid BenGuerir, 43150, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences Semlalia, Cadi Ayyad University, Marrakech, Morocco","institution_ids":["https://openalex.org/I119856527"]},{"raw_affiliation_string":"Mohammed VI Polytechnic University (UM6P), Center for Remote Sensing Applications (CRSA), Lot 660, Hay Moulay Rachid BenGuerir, 43150, Morocco","institution_ids":["https://openalex.org/I4210131560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040168399","display_name":"Lhoussaine Bouchaou","orcid":"https://orcid.org/0000-0003-4909-5023","observed_orcids":["https://orcid.org/0000-0003-4909-5023"]},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]},{"id":"https://openalex.org/I4210131560","display_name":"Universit\u00e9 Mohammed VI Polytechnique","ror":"https://ror.org/03xc55g68","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210131560"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Lhoussaine Bouchaou","raw_affiliation_strings":["Laboratory of Applied Geology and Geo-Environment, Ibn Zohr University, Faculty of Sciences, BP. 8106, Cite Dakhla, 80060, Agadir, Morocco","Mohammed VI Polytechnic University (UM6P), International Water Research Institute (IWRI), Lot 660, Hay Moulay Rachid BenGuerir, 43150, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Applied Geology and Geo-Environment, Ibn Zohr University, Faculty of Sciences, BP. 8106, Cite Dakhla, 80060, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]},{"raw_affiliation_string":"Mohammed VI Polytechnic University (UM6P), International Water Research Institute (IWRI), Lot 660, Hay Moulay Rachid BenGuerir, 43150, Morocco","institution_ids":["https://openalex.org/I4210131560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062411390","display_name":"Marc J. Leblanc","orcid":"https://orcid.org/0000-0003-3176-9253","observed_orcids":["https://orcid.org/0000-0003-3176-9253"]},"institutions":[{"id":"https://openalex.org/I198415970","display_name":"Universit\u00e9 d'Avignon et des Pays de Vaucluse","ror":"https://ror.org/00mfpxb84","country_code":"FR","type":"education","lineage":["https://openalex.org/I198415970"]},{"id":"https://openalex.org/I4210112109","display_name":"Gestion de l'Eau, Acteurs, Usages","ror":"https://ror.org/020g0rw41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856","https://openalex.org/I19894307","https://openalex.org/I22248866","https://openalex.org/I24906876","https://openalex.org/I277688954","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210112109","https://openalex.org/I4210117091","https://openalex.org/I4210131494","https://openalex.org/I4210158893","https://openalex.org/I4210166444","https://openalex.org/I4399657933"]},{"id":"https://openalex.org/I4210131560","display_name":"Universit\u00e9 Mohammed VI Polytechnique","ror":"https://ror.org/03xc55g68","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210131560"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210166444"]},{"id":"https://openalex.org/I4387152689","display_name":"EMMAH - Environnement M\u00e9diterran\u00e9en et Mod\u00e9lisation des Agro-Hydrosyst\u00e8mes","ror":"https://ror.org/048bnmc64","country_code":"FR","type":"facility","lineage":["https://openalex.org/I198415970","https://openalex.org/I4210088668","https://openalex.org/I4387152689"]}],"countries":["FR","MA"],"is_corresponding":false,"raw_author_name":"Marc Leblanc","raw_affiliation_strings":["Hydrogeology Laboratory, UMR EMMAH, University of Avignon, Avignon, France","Mohammed VI Polytechnic University (UM6P), International Water Research Institute (IWRI), Lot 660, Hay Moulay Rachid BenGuerir, 43150, Morocco","UMR G-EAU, IRD, Montpellier, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hydrogeology Laboratory, UMR EMMAH, University of Avignon, Avignon, France","institution_ids":["https://openalex.org/I198415970","https://openalex.org/I4387152689"]},{"raw_affiliation_string":"Mohammed VI Polytechnic University (UM6P), International Water Research Institute (IWRI), Lot 660, Hay Moulay Rachid BenGuerir, 43150, Morocco","institution_ids":["https://openalex.org/I4210131560"]},{"raw_affiliation_string":"UMR G-EAU, IRD, Montpellier, France","institution_ids":["https://openalex.org/I4210112109","https://openalex.org/I4210166444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091649231","display_name":"Michel Le Page","orcid":"https://orcid.org/0000-0002-0671-2418","observed_orcids":["https://orcid.org/0000-0002-0671-2418"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2799535048","display_name":"Centre National d'\u00c9tudes Spatiales","ror":"https://ror.org/04h1h0y33","country_code":"FR","type":"government","lineage":["https://openalex.org/I2799535048"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210100083","display_name":"Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re","ror":"https://ror.org/01225hq90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210166444"]},{"id":"https://openalex.org/I4405258862","display_name":"Universit\u00e9 de Toulouse","ror":"https://ror.org/01ahyrz84","country_code":"FR","type":"education","lineage":["https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Michel Le Page","raw_affiliation_strings":["Centre d\u2019\u00c9tudes Spatiales de la Biosph\u00e8re (CESBIO), Universit\u00e9 de Toulouse, CNES, CNRS, INRAE, IRD, UT3 University of Toulouse, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre d\u2019\u00c9tudes Spatiales de la Biosph\u00e8re (CESBIO), Universit\u00e9 de Toulouse, CNES, CNRS, INRAE, IRD, UT3 University of Toulouse, Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2799535048","https://openalex.org/I4210088668","https://openalex.org/I4210100083","https://openalex.org/I4210166444","https://openalex.org/I4405258862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058914251","display_name":"Hafsa Bouamri","orcid":"https://orcid.org/0000-0002-6864-406X","observed_orcids":["https://orcid.org/0000-0002-6864-406X"]},"institutions":[{"id":"https://openalex.org/I4210119856","display_name":"Universit\u00e9 Sultan Moulay Slimane","ror":"https://ror.org/02m8tb249","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210119856"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hafsa Bouamri","raw_affiliation_strings":["Data Science For Sustainable Earth Laboratory (Data4Earth), Sultan Moulay Slimane University, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Science For Sustainable Earth Laboratory (Data4Earth), Sultan Moulay Slimane University, Morocco","institution_ids":["https://openalex.org/I4210119856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091783354","display_name":"Salah Er\u2010Raki","orcid":"https://orcid.org/0000-0002-8595-7949","observed_orcids":["https://orcid.org/0000-0002-8595-7949"]},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]},{"id":"https://openalex.org/I4210131560","display_name":"Universit\u00e9 Mohammed VI Polytechnique","ror":"https://ror.org/03xc55g68","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210131560"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Salah Er-Raki","raw_affiliation_strings":["Mohammed VI Polytechnic University (UM6P), Center for Remote Sensing Applications (CRSA), Lot 660, Hay Moulay Rachid BenGuerir, 43150, Morocco","ProcEDE, Department of Applied Physics, Faculty of Sciences and Techniques, Cadi Ayyad University, Marrakech 40000, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mohammed VI Polytechnic University (UM6P), Center for Remote Sensing Applications (CRSA), Lot 660, Hay Moulay Rachid BenGuerir, 43150, Morocco","institution_ids":["https://openalex.org/I4210131560"]},{"raw_affiliation_string":"ProcEDE, Department of Applied Physics, Faculty of Sciences and Techniques, Cadi Ayyad University, Marrakech 40000, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053743538","display_name":"Sa\u00efd Khabba","orcid":"https://orcid.org/0000-0003-3309-9935","observed_orcids":["https://orcid.org/0000-0003-3309-9935"]},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]},{"id":"https://openalex.org/I4210131560","display_name":"Universit\u00e9 Mohammed VI Polytechnique","ror":"https://ror.org/03xc55g68","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210131560"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Sa\u00efd Khabba","raw_affiliation_strings":["LMFE, Faculty of Sciences Semlalia, Cadi Ayyad University, Marrakech, Morocco","Mohammed VI Polytechnic University (UM6P), Center for Remote Sensing Applications (CRSA), Lot 660, Hay Moulay Rachid BenGuerir, 43150, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LMFE, Faculty of Sciences Semlalia, Cadi Ayyad University, Marrakech, Morocco","institution_ids":["https://openalex.org/I119856527"]},{"raw_affiliation_string":"Mohammed VI Polytechnic University (UM6P), Center for Remote Sensing Applications (CRSA), Lot 660, Hay Moulay Rachid BenGuerir, 43150, Morocco","institution_ids":["https://openalex.org/I4210131560"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":15,"corresponding_author_ids":["https://openalex.org/A5081118678"],"corresponding_institution_ids":["https://openalex.org/I119856527","https://openalex.org/I4210131560"],"apc_list":{"value":2460,"currency":"USD","value_usd":2460},"apc_paid":{"value":2460,"currency":"USD","value_usd":2460},"fwci":3.1528,"has_fulltext":true,"cited_by_count":40,"citation_normalized_percentile":{"value":0.93593272,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"42","issue":null,"first_page":"101101","last_page":"101101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10644","display_name":"Cryospheric studies and observations","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10644","display_name":"Cryospheric studies and observations","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.0007999999797903001,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11234","display_name":"Precipitation Measurement and Analysis","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/snow-hydrology","display_name":"snow hydrology","score":0.9909999966621399},{"id":"https://openalex.org/keywords/snow-water-equivalent","display_name":"snow water equivalent","score":0.9319999814033508},{"id":"https://openalex.org/keywords/snowmelt-runoff","display_name":"snowmelt runoff","score":0.7889999747276306},{"id":"https://openalex.org/keywords/snow-cover-dynamics","display_name":"snow cover dynamics","score":0.7480000257492065},{"id":"https://openalex.org/keywords/north-atlantic-oscillation","display_name":"North Atlantic Oscillation","score":0.9739999771118164},{"id":"https://openalex.org/keywords/groundwater-recharge","display_name":"groundwater recharge","score":0.7139999866485596},{"id":"https://openalex.org/keywords/surface-water-recharge","display_name":"surface water recharge","score":0.8769999742507935},{"id":"https://openalex.org/keywords/climate-change-impacts-on-snow","display_name":"climate change impacts on snow","score":0.890999972820282},{"id":"https://openalex.org/keywords/water-resources-management","display_name":"water resources management","score":0.8799999952316284},{"id":"https://openalex.org/keywords/mountain-water-supply","display_name":"mountain water supply","score":0.7250000238418579}],"concepts":[{"id":"https://openalex.org/C64649846","wikidata":"https://www.wikidata.org/wiki/Q1754697","display_name":"Snowmelt","level":3,"score":0.9072237014770508},{"id":"https://openalex.org/C2778877292","wikidata":"https://www.wikidata.org/wiki/Q18575846","display_name":"Snowpack","level":3,"score":0.678309440612793},{"id":"https://openalex.org/C197046000","wikidata":"https://www.wikidata.org/wiki/Q7561","display_name":"Snow","level":2,"score":0.6497921943664551},{"id":"https://openalex.org/C50477045","wikidata":"https://www.wikidata.org/wiki/Q1444790","display_name":"Surface runoff","level":2,"score":0.573874294757843},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.5622769594192505},{"id":"https://openalex.org/C153823671","wikidata":"https://www.wikidata.org/wiki/Q1049799","display_name":"Water resources","level":2,"score":0.5026774406433105},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4965663552284241},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.4481448829174042},{"id":"https://openalex.org/C53739315","wikidata":"https://www.wikidata.org/wiki/Q29425295","display_name":"Streamflow","level":3,"score":0.4334317445755005},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.43278127908706665},{"id":"https://openalex.org/C207318512","wikidata":"https://www.wikidata.org/wiki/Q360925","display_name":"Meltwater","level":3,"score":0.4294646680355072},{"id":"https://openalex.org/C174091901","wikidata":"https://www.wikidata.org/wiki/Q2670986","display_name":"Groundwater recharge","level":4,"score":0.4199534058570862},{"id":"https://openalex.org/C99484651","wikidata":"https://www.wikidata.org/wiki/Q320055","display_name":"Water year","level":3,"score":0.4110233783721924},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.3574380874633789},{"id":"https://openalex.org/C76177295","wikidata":"https://www.wikidata.org/wiki/Q161598","display_name":"Groundwater","level":2,"score":0.2729511260986328},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2524324655532837},{"id":"https://openalex.org/C126645576","wikidata":"https://www.wikidata.org/wiki/Q166620","display_name":"Drainage basin","level":2,"score":0.24823027849197388},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.18499892950057983},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.15076994895935059},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.09055891633033752},{"id":"https://openalex.org/C75622301","wikidata":"https://www.wikidata.org/wiki/Q208791","display_name":"Aquifer","level":3,"score":0.0871463418006897},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.07514289021492004},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.06377175450325012},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.059453099966049194},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1016/j.ejrh.2022.101101","doi":"https://doi.org/10.1016/j.ejrh.2022.101101","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ejrh.2022.101101","pdf_url":"https://www.sciencedirect.com/science/article/pii/S2214581822001148/pdf","source":{"id":"https://openalex.org/S2898247721","display_name":"Journal of Hydrology Regional Studies","issn_l":"2214-5818","issn":["2214-5818"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","norway-1","oarl","poland-100","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Hydrology: Regional Studies","raw_type":"journal-article"},{"id":"pmh:oai:HAL:ird-03701667v1","doi":null,"is_oa":true,"landing_page_url":"https://ird.hal.science/ird-03701667","pdf_url":"https://ird.hal.science/ird-03701667v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Hydrology: Regional Studies, 2022, 42, pp.101101. ⟨10.1016/j.ejrh.2022.101101⟩","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:cddf7f17b4ba4da594d57827075bc01b","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/cddf7f17b4ba4da594d57827075bc01b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Hydrology: Regional Studies, Vol 42, Iss , Pp 101101- (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.ejrh.2022.101101","doi":"https://doi.org/10.1016/j.ejrh.2022.101101","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ejrh.2022.101101","pdf_url":"https://www.sciencedirect.com/science/article/pii/S2214581822001148/pdf","source":{"id":"https://openalex.org/S2898247721","display_name":"Journal of Hydrology Regional Studies","issn_l":"2214-5818","issn":["2214-5818"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","norway-1","oarl","poland-100","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Hydrology: Regional Studies","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.821399986743927},{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.53329998254776}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1886640916","display_name":null,"funder_award_id":"ERANET-MED CHAAMS03\u201362","funder_id":"https://openalex.org/F4320333065","funder_display_name":"Seventh Framework Programme"},{"id":"https://openalex.org/G3237522831","display_name":"Global Change: Assessment and Adaptation to Mediterranean Region Water Scarcity","funder_award_id":"ANR-17-NMED-0002","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G5565311668","display_name":"Managing water resources within Mediterranean agrosystems by accounting for spatial structures and connectivities","funder_award_id":"ANR-18-PRIM-0011","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G817319764","display_name":"Irrigation and Drainage monitoring by remote sensing for Ecosystems and WAter resources management","funder_award_id":"ANR-19-P026-0003","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320313932","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25"},{"id":"https://openalex.org/F4320316682","display_name":"Universit\u00e9 Mohammed VI Polytechnique","ror":"https://ror.org/03xc55g68"},{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320322679","display_name":"International Atomic Energy Agency","ror":"https://ror.org/02zt1gg83"},{"id":"https://openalex.org/F4320328942","display_name":"Universit\u00e9 Cadi Ayyad","ror":"https://ror.org/04xf6nm78"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320333065","display_name":"Seventh Framework Programme","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4282017615.pdf","grobid_xml":"https://content.openalex.org/works/W4282017615.grobid-xml"},"referenced_works_count":100,"referenced_works":["https://openalex.org/W1581286475","https://openalex.org/W1782795371","https://openalex.org/W1937299890","https://openalex.org/W1955691646","https://openalex.org/W1966110538","https://openalex.org/W1966313437","https://openalex.org/W1968406968","https://openalex.org/W1969732328","https://openalex.org/W1970394444","https://openalex.org/W1970926657","https://openalex.org/W1972871319","https://openalex.org/W1978370815","https://openalex.org/W1982518595","https://openalex.org/W1983087736","https://openalex.org/W1985833593","https://openalex.org/W1987135308","https://openalex.org/W1987882549","https://openalex.org/W1996449255","https://openalex.org/W1999777869","https://openalex.org/W2002486217","https://openalex.org/W2005359372","https://openalex.org/W2006227098","https://openalex.org/W2009787223","https://openalex.org/W2010624461","https://openalex.org/W2012794652","https://openalex.org/W2019449612","https://openalex.org/W2028229660","https://openalex.org/W2031471061","https://openalex.org/W2037901597","https://openalex.org/W2046134731","https://openalex.org/W2051686063","https://openalex.org/W2056218296","https://openalex.org/W2061688579","https://openalex.org/W2063140107","https://openalex.org/W2064860806","https://openalex.org/W2065821457","https://openalex.org/W2068657437","https://openalex.org/W2072650154","https://openalex.org/W2086393147","https://openalex.org/W2087837963","https://openalex.org/W2105991219","https://openalex.org/W2106284325","https://openalex.org/W2115713536","https://openalex.org/W2129857412","https://openalex.org/W2132751579","https://openalex.org/W2137595065","https://openalex.org/W2142800341","https://openalex.org/W2164453447","https://openalex.org/W2164836280","https://openalex.org/W2171761316","https://openalex.org/W2175122838","https://openalex.org/W2226935721","https://openalex.org/W2252528763","https://openalex.org/W2266601256","https://openalex.org/W2327158536","https://openalex.org/W2334286535","https://openalex.org/W2341158511","https://openalex.org/W2342399040","https://openalex.org/W2409289915","https://openalex.org/W2534585469","https://openalex.org/W2568552903","https://openalex.org/W2576882545","https://openalex.org/W2594514080","https://openalex.org/W2615972190","https://openalex.org/W2623191204","https://openalex.org/W2730268876","https://openalex.org/W2731792886","https://openalex.org/W2738588868","https://openalex.org/W2773014174","https://openalex.org/W2888102997","https://openalex.org/W2888202770","https://openalex.org/W2889816078","https://openalex.org/W2901405293","https://openalex.org/W2902730476","https://openalex.org/W2903397253","https://openalex.org/W2915092287","https://openalex.org/W2936023010","https://openalex.org/W2944739670","https://openalex.org/W2951276077","https://openalex.org/W2979460632","https://openalex.org/W2996533989","https://openalex.org/W3004887371","https://openalex.org/W3008420374","https://openalex.org/W3015689630","https://openalex.org/W3023075806","https://openalex.org/W3040127622","https://openalex.org/W3091784922","https://openalex.org/W3121137801","https://openalex.org/W3135865252","https://openalex.org/W3138833442","https://openalex.org/W3158458671","https://openalex.org/W3171920708","https://openalex.org/W3217623044","https://openalex.org/W4200603617","https://openalex.org/W4234526558","https://openalex.org/W4250720198","https://openalex.org/W6638325615","https://openalex.org/W6754236124","https://openalex.org/W6756941046","https://openalex.org/W6797541937"],"related_works":["https://openalex.org/W4293588648","https://openalex.org/W3092887208","https://openalex.org/W2051686063","https://openalex.org/W3154529006","https://openalex.org/W2046134731","https://openalex.org/W4388292958","https://openalex.org/W2064860806","https://openalex.org/W7096723383","https://openalex.org/W4412499973","https://openalex.org/W4220833466"],"abstract_inverted_index":{"Atlas":[0,24,99,125,168,193],"Mountains":[1,25,100,126],"located":[2],"in":[3,17,32,53,97,109],"Morocco.":[4],"Mountainous":[5],"regions":[6],"constitute":[7],"an":[8,131],"area":[9],"of":[10,38,58,82,90,119,122,133,142,146,151,166,172,182],"water":[11,14,30,48,60,77],"production,":[12],"while":[13],"is":[15,44,62,85,138],"used":[16],"downstream":[18],"plains.":[19,55],"In":[20],"Central":[21],"Morocco,":[22],"the":[23,27,33,47,98,102,120,123,128,134,140,143,149,152,157,160,164,167,170,180,192],"represent":[26],"most":[28],"important":[29,45],"supply":[31,49],"country.":[34],"The":[35,80,106],"solid":[36],"part":[37],"precipitation":[39],"forms":[40],"seasonal":[41],"snowpack.":[42],"Snowmelt":[43],"for":[46,50,76],"different":[51],"uses":[52],"neighbouring":[54],"Accurate":[56],"knowledge":[57],"snow":[59,95,147,187],"equivalent":[61],"key":[63],"information":[64],"needed":[65],"by":[66],"policy-makers":[67],"to":[68,86,163,174],"help":[69],"design":[70],"and":[71,114,127,176,179,188,199],"implement":[72],"appropriate":[73],"allocation":[74],"strategies":[75],"resource":[78],"management.":[79],"objective":[81],"this":[83,204],"paper":[84],"provide":[87],"a":[88,117],"summary":[89],"our":[91],"research":[92,201],"activities":[93],"on":[94,156,186],"hydrology":[96],"during":[101],"past":[103],"twenty":[104],"years.":[105],"approach":[107],"combines":[108],"situ":[110],"measurements,":[111],"remote":[112],"sensing,":[113],"modeling.":[115],"Following":[116],"description":[118],"context":[121],"Moroccan":[124],"experimental":[129],"network,":[130],"overview":[132],"main":[135],"results":[136],"obtained":[137],"presented:":[139],"characterization":[141],"spatiotemporal":[144],"dynamics":[145],"cover;":[148],"impact":[150],"North":[153],"Atlantic":[154],"Oscillation":[155],"snow-covered":[158],"area;":[159],"snowmelt":[161,173],"contribution":[162,171],"flows":[165],"rivers;":[169],"surface":[175],"groundwater":[177],"recharge":[178],"quantification":[181],"climate":[183],"change":[184],"impacts":[185],"associated":[189],"runoff":[190],"from":[191],"Mountains.":[194],"We":[195],"also":[196],"present":[197],"challenges":[198],"future":[200],"perspectives":[202],"within":[203],"topic.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2022-06-13T00:00:00"}