{"id":"https://openalex.org/W2968813128","doi":"https://doi.org/10.3390/rs11161863","title":"Stepwise Disaggregation of SMAP Soil Moisture at 100 m Resolution Using Landsat-7/8 Data and a Varying Intermediate Resolution","display_name":"Stepwise Disaggregation of SMAP Soil Moisture at 100 m Resolution Using Landsat-7/8 Data and a Varying Intermediate Resolution","publication_year":2019,"publication_date":"2019-08-09","ids":{"openalex":"https://openalex.org/W2968813128","doi":"https://doi.org/10.3390/rs11161863","mag":"2968813128"},"language":"en","primary_location":{"id":"doi:10.3390/rs11161863","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11161863","pdf_url":"https://www.mdpi.com/2072-4292/11/16/1863/pdf?version=1565752803","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/11/16/1863/pdf?version=1565752803","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076656139","display_name":"Nitu Ojha","orcid":"https://orcid.org/0000-0003-0392-0286"},"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/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"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/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]},{"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/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Nitu Ojha","raw_affiliation_strings":["Centre d\u2019Etudes Spatiales de la BIOsph\u00e8re (CESBIO, Universit\u00e9 de Toulouse (CNES/CNRS/INRA,IRD/UPS), 31013 Toulouse, France"],"affiliations":[{"raw_affiliation_string":"Centre d\u2019Etudes Spatiales de la BIOsph\u00e8re (CESBIO, Universit\u00e9 de Toulouse (CNES/CNRS/INRA,IRD/UPS), 31013 Toulouse, France","institution_ids":["https://openalex.org/I4210100083","https://openalex.org/I17866349","https://openalex.org/I134560555","https://openalex.org/I4210166444","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056141608","display_name":"Olivier Merlin","orcid":"https://orcid.org/0000-0003-1985-6039"},"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/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"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/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]},{"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/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Olivier Merlin","raw_affiliation_strings":["Centre d\u2019Etudes Spatiales de la BIOsph\u00e8re (CESBIO, Universit\u00e9 de Toulouse (CNES/CNRS/INRA,IRD/UPS), 31013 Toulouse, France"],"affiliations":[{"raw_affiliation_string":"Centre d\u2019Etudes Spatiales de la BIOsph\u00e8re (CESBIO, Universit\u00e9 de Toulouse (CNES/CNRS/INRA,IRD/UPS), 31013 Toulouse, France","institution_ids":["https://openalex.org/I4210100083","https://openalex.org/I17866349","https://openalex.org/I134560555","https://openalex.org/I4210166444","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002969670","display_name":"Beatriz Molero","orcid":"https://orcid.org/0000-0002-2781-8721"},"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/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"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/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]},{"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/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Beatriz Molero","raw_affiliation_strings":["Centre d\u2019Etudes Spatiales de la BIOsph\u00e8re (CESBIO, Universit\u00e9 de Toulouse (CNES/CNRS/INRA,IRD/UPS), 31013 Toulouse, France"],"affiliations":[{"raw_affiliation_string":"Centre d\u2019Etudes Spatiales de la BIOsph\u00e8re (CESBIO, Universit\u00e9 de Toulouse (CNES/CNRS/INRA,IRD/UPS), 31013 Toulouse, France","institution_ids":["https://openalex.org/I4210100083","https://openalex.org/I17866349","https://openalex.org/I134560555","https://openalex.org/I4210166444","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043553346","display_name":"Christophe Suere","orcid":null},"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/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"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/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]},{"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/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christophe Suere","raw_affiliation_strings":["Centre d\u2019Etudes Spatiales de la BIOsph\u00e8re (CESBIO, Universit\u00e9 de Toulouse (CNES/CNRS/INRA,IRD/UPS), 31013 Toulouse, France"],"affiliations":[{"raw_affiliation_string":"Centre d\u2019Etudes Spatiales de la BIOsph\u00e8re (CESBIO, Universit\u00e9 de Toulouse (CNES/CNRS/INRA,IRD/UPS), 31013 Toulouse, France","institution_ids":["https://openalex.org/I4210100083","https://openalex.org/I17866349","https://openalex.org/I134560555","https://openalex.org/I4210166444","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023714048","display_name":"Luis Olivera-Guerra","orcid":null},"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/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"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/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]},{"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/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Luis Olivera-Guerra","raw_affiliation_strings":["Centre d\u2019Etudes Spatiales de la BIOsph\u00e8re (CESBIO, Universit\u00e9 de Toulouse (CNES/CNRS/INRA,IRD/UPS), 31013 Toulouse, France"],"affiliations":[{"raw_affiliation_string":"Centre d\u2019Etudes Spatiales de la BIOsph\u00e8re (CESBIO, Universit\u00e9 de Toulouse (CNES/CNRS/INRA,IRD/UPS), 31013 Toulouse, France","institution_ids":["https://openalex.org/I4210100083","https://openalex.org/I17866349","https://openalex.org/I134560555","https://openalex.org/I4210166444","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064825233","display_name":"Bouchra A\u00eft Hssaine","orcid":null},"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"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Bouchra Ait Hssaine","raw_affiliation_strings":["Center for Remote Sensing Application (CRSA), University Mohammed VI Polytechnic (UM6P), Benguerir 43150, Morocco","Faculty of Sciences and Techniques, Cadi Ayyad University, Marrakech 40000, Morocco"],"affiliations":[{"raw_affiliation_string":"Center for Remote Sensing Application (CRSA), University Mohammed VI Polytechnic (UM6P), Benguerir 43150, Morocco","institution_ids":[]},{"raw_affiliation_string":"Faculty of Sciences and Techniques, Cadi Ayyad University, Marrakech 40000, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065384635","display_name":"Abdelhakim Amazirh","orcid":"https://orcid.org/0000-0002-6665-3843"},"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"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdelhakim Amazirh","raw_affiliation_strings":["Center for Remote Sensing Application (CRSA), University Mohammed VI Polytechnic (UM6P), Benguerir 43150, Morocco","Faculty of Sciences and Techniques, Cadi Ayyad University, Marrakech 40000, Morocco"],"affiliations":[{"raw_affiliation_string":"Center for Remote Sensing Application (CRSA), University Mohammed VI Polytechnic (UM6P), Benguerir 43150, Morocco","institution_ids":[]},{"raw_affiliation_string":"Faculty of Sciences and Techniques, Cadi Ayyad University, Marrakech 40000, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071791784","display_name":"Ahmad Al Bitar","orcid":"https://orcid.org/0000-0002-1756-1096"},"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/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"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/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]},{"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/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ahmad Al Bitar","raw_affiliation_strings":["Centre d\u2019Etudes Spatiales de la BIOsph\u00e8re (CESBIO, Universit\u00e9 de Toulouse (CNES/CNRS/INRA,IRD/UPS), 31013 Toulouse, France"],"affiliations":[{"raw_affiliation_string":"Centre d\u2019Etudes Spatiales de la BIOsph\u00e8re (CESBIO, Universit\u00e9 de Toulouse (CNES/CNRS/INRA,IRD/UPS), 31013 Toulouse, France","institution_ids":["https://openalex.org/I4210100083","https://openalex.org/I17866349","https://openalex.org/I134560555","https://openalex.org/I4210166444","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089708311","display_name":"Maria\u2010Jos\u00e9 Escorihuela","orcid":"https://orcid.org/0000-0002-7780-7334"},"institutions":[{"id":"https://openalex.org/I4210162941","display_name":"Barcelona Activa","ror":"https://ror.org/05c8abs18","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210162941"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Maria Escorihuela","raw_affiliation_strings":["isardSAT S.L, Parc Tecnologic Barcelona Activa, 08042 Barcelona, Spain","isardSAT (C/ Marie Curie, 8-14, A219\r\n08042 Barcelona, Catalonia - Spain)"],"affiliations":[{"raw_affiliation_string":"isardSAT S.L, Parc Tecnologic Barcelona Activa, 08042 Barcelona, Spain","institution_ids":["https://openalex.org/I4210162941"]},{"raw_affiliation_string":"isardSAT (C/ Marie Curie, 8-14, A219\r\n08042 Barcelona, Catalonia - Spain)","institution_ids":["https://openalex.org/I4210162941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091783354","display_name":"Salah Er\u2010Raki","orcid":"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"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Salah Er-Raki","raw_affiliation_strings":["Center for Remote Sensing Application (CRSA), University Mohammed VI Polytechnic (UM6P), Benguerir 43150, Morocco","Faculty of Sciences and Techniques, Cadi Ayyad University, Marrakech 40000, Morocco"],"affiliations":[{"raw_affiliation_string":"Center for Remote Sensing Application (CRSA), University Mohammed VI Polytechnic (UM6P), Benguerir 43150, Morocco","institution_ids":[]},{"raw_affiliation_string":"Faculty of Sciences and Techniques, Cadi Ayyad University, Marrakech 40000, Morocco","institution_ids":["https://openalex.org/I119856527"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5076656139"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I134560555","https://openalex.org/I17866349","https://openalex.org/I4210100083","https://openalex.org/I4210166444"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":1584,"currency":"EUR","value_usd":1708},"fwci":2.2885,"has_fulltext":true,"cited_by_count":34,"citation_normalized_percentile":{"value":0.86596955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"11","issue":"16","first_page":"1863","last_page":"1863"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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":0.9983999729156494,"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/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6897392272949219},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6708744764328003},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.57503342628479},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.4960046708583832},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4866124093532562},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.46442022919654846},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.21021714806556702},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.10799786448478699},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.09010744094848633},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08861318230628967}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6897392272949219},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6708744764328003},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.57503342628479},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.4960046708583832},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4866124093532562},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.46442022919654846},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.21021714806556702},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.10799786448478699},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.09010744094848633},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08861318230628967},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/rs11161863","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11161863","pdf_url":"https://www.mdpi.com/2072-4292/11/16/1863/pdf?version=1565752803","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02620242v1","is_oa":true,"landing_page_url":"https://hal.inrae.fr/hal-02620242","pdf_url":"https://hal.inrae.fr/hal-02620242v1/document","source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, 2019, 11 (16), pp.1863. &#x27E8;10.3390/rs11161863&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:HAL:hal-02384847v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02384847","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 2072-4292","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:65f80203479f406982b1c7933addf2a0","is_oa":true,"landing_page_url":"https://doaj.org/article/65f80203479f406982b1c7933addf2a0","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 11, Iss 16, p 1863 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/11/16/1863/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs11161863","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 11; Issue 16; Pages: 1863","raw_type":"Text"},{"id":"pmh:oai:prodinra.inra.fr:485722","is_oa":true,"landing_page_url":"http://prodinra.inra.fr/ft/673BCC89-9AB9-440C-A618-246C8D6CB6FF","pdf_url":null,"source":{"id":"https://openalex.org/S4306400794","display_name":"Prodinra (INRA Bordeaux-Aquitaine)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210088668","host_organization_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","host_organization_lineage":["https://openalex.org/I4210088668"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing  16 (11), . (2019)","raw_type":"ARTICLE"}],"best_oa_location":{"id":"doi:10.3390/rs11161863","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11161863","pdf_url":"https://www.mdpi.com/2072-4292/11/16/1863/pdf?version=1565752803","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G2689612763","display_name":null,"funder_award_id":"Marie","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4937468798","display_name":null,"funder_award_id":"H2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5449017812","display_name":null,"funder_award_id":"unknown","funder_id":"https://openalex.org/F4320306101","funder_display_name":"National Aeronautics and Space Administration"},{"id":"https://openalex.org/G5566267448","display_name":null,"funder_award_id":"645642","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6565908615","display_name":"Accounting for Climate Change in Water and Agriculture management","funder_award_id":"823965","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6608510866","display_name":null,"funder_award_id":"645642","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G6667201853","display_name":null,"funder_award_id":"Horizon 2020 Programme for Research and Innovation","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7231943246","display_name":null,"funder_award_id":"Horizon 2020 Programme","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7842005466","display_name":null,"funder_award_id":"Horizon 2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8318064016","display_name":null,"funder_award_id":"Horizon","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8826631963","display_name":null,"funder_award_id":"Horizon 2020 Program","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2968813128.pdf","grobid_xml":"https://content.openalex.org/works/W2968813128.grobid-xml"},"referenced_works_count":63,"referenced_works":["https://openalex.org/W138455689","https://openalex.org/W1057815050","https://openalex.org/W1573023221","https://openalex.org/W1937299890","https://openalex.org/W1963741568","https://openalex.org/W1969548928","https://openalex.org/W1987269713","https://openalex.org/W2003307027","https://openalex.org/W2007529179","https://openalex.org/W2008867429","https://openalex.org/W2009080236","https://openalex.org/W2030610270","https://openalex.org/W2036890196","https://openalex.org/W2039348932","https://openalex.org/W2047718674","https://openalex.org/W2066192517","https://openalex.org/W2066709360","https://openalex.org/W2067386493","https://openalex.org/W2067542652","https://openalex.org/W2068371905","https://openalex.org/W2087325533","https://openalex.org/W2090662578","https://openalex.org/W2095680278","https://openalex.org/W2097498299","https://openalex.org/W2099890263","https://openalex.org/W2100696276","https://openalex.org/W2109120345","https://openalex.org/W2114847416","https://openalex.org/W2116428100","https://openalex.org/W2116779222","https://openalex.org/W2126867085","https://openalex.org/W2132549823","https://openalex.org/W2139037815","https://openalex.org/W2141219203","https://openalex.org/W2142140549","https://openalex.org/W2143084239","https://openalex.org/W2146655557","https://openalex.org/W2150708430","https://openalex.org/W2157980636","https://openalex.org/W2162509408","https://openalex.org/W2167453193","https://openalex.org/W2175210520","https://openalex.org/W2187365236","https://openalex.org/W2288664970","https://openalex.org/W2304445877","https://openalex.org/W2312858779","https://openalex.org/W2336203031","https://openalex.org/W2548212881","https://openalex.org/W2558427190","https://openalex.org/W2569326120","https://openalex.org/W2582059183","https://openalex.org/W2599868771","https://openalex.org/W2621049410","https://openalex.org/W2738159481","https://openalex.org/W2763699948","https://openalex.org/W2775310052","https://openalex.org/W2792192198","https://openalex.org/W2799869868","https://openalex.org/W2887361567","https://openalex.org/W2970549764","https://openalex.org/W4233634743","https://openalex.org/W6753048962","https://openalex.org/W7009697873"],"related_works":["https://openalex.org/W4388344110","https://openalex.org/W2139939267","https://openalex.org/W2362774332","https://openalex.org/W1974511032","https://openalex.org/W4249245269","https://openalex.org/W2765548132","https://openalex.org/W2025681766","https://openalex.org/W2369060955","https://openalex.org/W2542402767","https://openalex.org/W3023086044"],"abstract_inverted_index":{"Global":[0],"soil":[1],"moisture":[2],"(SM)":[3],"products":[4],"are":[5],"currently":[6],"available":[7,41],"from":[8,30,47,147,153,160,181,222],"passive":[9],"microwave":[10],"sensors":[11],"at":[12,74,103,298],"typically":[13],"40":[14],"km":[15,27,135,149,155],"spatial":[16,128,301],"resolution.":[17,142,227],"Although":[18],"recent":[19],"efforts":[20],"have":[21],"been":[22],"made":[23],"to":[24,99,121,150,156,162,183,224,236,249,295],"produce":[25],"1":[26,154],"resolution":[28,39,77,106,129,136,165,197,244,264,302],"data":[29,43,71,118,289],"the":[31,37,48,58,80,123,132,138,194,205,212,219,238,241,251,277],"disaggregation":[32,62,81,145,214,221],"of":[33,40,50,64,94,125,276],"coarse":[34],"scale":[35,87],"observations,":[36],"targeted":[38,139],"SM":[42,109,178,201,245,269,297],"is":[44,72,97,166,202,207,215],"still":[45],"far":[46],"requirements":[49],"fine-scale":[51],"hydrological":[52],"and":[53,68,85,110,115,119,137,159,199,266,290],"agricultural":[54],"studies.":[55],"To":[56],"fill":[57],"gap,":[59],"a":[60,231,299],"new":[61],"scheme":[63],"Soil":[65],"Moisture":[66],"Active":[67],"Passive":[69],"(SMAP)":[70],"proposed":[73],"100":[75,104,140,163,195,225,242,262],"m":[76,105,141,164,196,226,243,263],"by":[78],"using":[79,107,176],"based":[82],"on":[83,255,286],"physical":[84],"theoretical":[86],"change":[88],"(DISPATCH)":[89],"algorithm.":[90],"The":[91,143,186,258],"main":[92],"objectives":[93],"this":[95],"paper":[96],"(i)":[98],"implement":[100],"DISPATCH":[101],"algorithm":[102,235],"SMAP":[108,133,223],"Landsat":[111],"land":[112],"surface":[113],"temperature":[114],"vegetation":[116],"index":[117],"(ii)":[120],"investigate":[122],"usefulness":[124],"an":[126],"intermediate":[127],"(ISR)":[130],"between":[131,193,261,271],"36":[134,148],"sequential":[144],"approach":[146],"ISR":[151,161,206],"(ranging":[152],"30":[157],"km)":[158],"evaluated":[167],"over":[168,303],"22":[169],"irrigated":[170,304],"field":[171],"crops":[172],"in":[173,240,267],"central":[174],"Morocco":[175],"in-situ":[177,200],"measurements":[179],"collected":[180],"January":[182],"May":[184],"2016.":[185],"lowest":[187],"root":[188],"mean":[189],"square":[190],"difference":[191],"(RMSD)":[192],"disaggregated":[198,256,265],"obtained":[203],"when":[204],"around":[208],"10":[209],"km.":[210],"Therefore,":[211],"two-step":[213],"more":[216],"efficient":[217],"than":[218],"direct":[220],"Moreover,":[228],"we":[229],"propose":[230],"moving":[232],"average":[233],"window":[234],"increase":[237],"accuracy":[239],"as":[246,248],"well":[247],"reduce":[250],"low-resolution":[252],"boxy":[253],"artifacts":[254],"images.":[257],"correlation":[259],"coefficient":[260],"situ":[268],"ranges":[270],"0.5\u20130.9":[272],"for":[273],"four":[274],"out":[275],"six":[278],"extensive":[279],"sampling":[280],"dates.":[281],"This":[282],"methodology":[283],"relies":[284],"solely":[285],"remote":[287],"sensing":[288],"can":[291],"be":[292],"easily":[293],"implemented":[294],"monitor":[296],"high":[300],"regions.":[305]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-19T08:26:33.389920","created_date":"2025-10-10T00:00:00"}
