{"id":"https://openalex.org/W3133454421","doi":"https://doi.org/10.3390/rs13040727","title":"On the Utility of High-Resolution Soil Moisture Data for Better Constraining Thermal-Based Energy Balance over Three Semi-Arid Agricultural Areas","display_name":"On the Utility of High-Resolution Soil Moisture Data for Better Constraining Thermal-Based Energy Balance over Three Semi-Arid Agricultural Areas","publication_year":2021,"publication_date":"2021-02-17","ids":{"openalex":"https://openalex.org/W3133454421","doi":"https://doi.org/10.3390/rs13040727","mag":"3133454421"},"language":"en","primary_location":{"id":"doi:10.3390/rs13040727","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13040727","pdf_url":"https://www.mdpi.com/2072-4292/13/4/727/pdf?version=1613541161","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/2072-4292/13/4/727/pdf?version=1613541161","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064825233","display_name":"Bouchra A\u00eft Hssaine","orcid":null},"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":true,"raw_author_name":"Bouchra Ait Hssaine","raw_affiliation_strings":["CRSA, Mohammed VI Polytechnic University UM6P, 43150 Ben Guerir, Morocco"],"affiliations":[{"raw_affiliation_string":"CRSA, Mohammed VI Polytechnic University UM6P, 43150 Ben Guerir, 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"},"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/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/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/I134560555","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/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/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555","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"]}],"countries":["FR","MA"],"is_corresponding":false,"raw_author_name":"Abdelghani Chehbouni","raw_affiliation_strings":["CESBIO (Centre d\u2019\u00c9tudes Spatiales de la BIOsph\u00e8re), University of Toulouse, CNES/CNRS/INRAE/IRD/UPS, 18 Avenue Edouard Belin, 31401 Toulouse, France","CRSA, Mohammed VI Polytechnic University UM6P, 43150 Ben Guerir, Morocco"],"affiliations":[{"raw_affiliation_string":"CESBIO (Centre d\u2019\u00c9tudes Spatiales de la BIOsph\u00e8re), University of Toulouse, CNES/CNRS/INRAE/IRD/UPS, 18 Avenue Edouard Belin, 31401 Toulouse, France","institution_ids":["https://openalex.org/I4210100083","https://openalex.org/I134560555","https://openalex.org/I4210166444","https://openalex.org/I4210088668","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"CRSA, Mohammed VI Polytechnic University UM6P, 43150 Ben Guerir, Morocco","institution_ids":["https://openalex.org/I4210131560"]}]},{"author_position":"middle","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"]},{"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":["CRSA, Mohammed VI Polytechnic University UM6P, 43150 Ben Guerir, Morocco","ProcEDE, Department of Applied Physics, Faculty of Sciences and technologies, Cadi Ayyad University, 40000 Marrakech, Morocco"],"affiliations":[{"raw_affiliation_string":"CRSA, Mohammed VI Polytechnic University UM6P, 43150 Ben Guerir, Morocco","institution_ids":["https://openalex.org/I4210131560"]},{"raw_affiliation_string":"ProcEDE, Department of Applied Physics, Faculty of Sciences and technologies, Cadi Ayyad University, 40000 Marrakech, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053743538","display_name":"Sa\u00efd Khabba","orcid":"https://orcid.org/0000-0003-3309-9935"},"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"]},{"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":"Said Khabba","raw_affiliation_strings":["CRSA, Mohammed VI Polytechnic University UM6P, 43150 Ben Guerir, Morocco","LMFE, Department of Physics, Faculty of Sciences Semlalia, Cadi Ayyad University, 40000 Marrakech, Morocco"],"affiliations":[{"raw_affiliation_string":"CRSA, Mohammed VI Polytechnic University UM6P, 43150 Ben Guerir, Morocco","institution_ids":["https://openalex.org/I4210131560"]},{"raw_affiliation_string":"LMFE, Department of Physics, Faculty of Sciences Semlalia, Cadi Ayyad University, 40000 Marrakech, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012242287","display_name":"Jamal Ezzahar","orcid":"https://orcid.org/0000-0001-8790-6507"},"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"]},{"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":"Jamal Ezzahar","raw_affiliation_strings":["CRSA, Mohammed VI Polytechnic University UM6P, 43150 Ben Guerir, Morocco","MISCOM, National School of Applied Sciences, Cadi Ayyad University, 46000 Safi, Morocco"],"affiliations":[{"raw_affiliation_string":"CRSA, Mohammed VI Polytechnic University UM6P, 43150 Ben Guerir, Morocco","institution_ids":["https://openalex.org/I4210131560"]},{"raw_affiliation_string":"MISCOM, National School of Applied Sciences, Cadi Ayyad University, 46000 Safi, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073035703","display_name":"Nadia Ouaadi","orcid":"https://orcid.org/0000-0003-3203-5278"},"institutions":[{"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/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/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/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/I134560555","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/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555","https://openalex.org/I4405258862"]}],"countries":["FR","MA"],"is_corresponding":false,"raw_author_name":"Nadia Ouaadi","raw_affiliation_strings":["CESBIO (Centre d\u2019\u00c9tudes Spatiales de la BIOsph\u00e8re), University of Toulouse, CNES/CNRS/INRAE/IRD/UPS, 18 Avenue Edouard Belin, 31401 Toulouse, France","LMFE, Department of Physics, Faculty of Sciences Semlalia, Cadi Ayyad University, 40000 Marrakech, Morocco"],"affiliations":[{"raw_affiliation_string":"CESBIO (Centre d\u2019\u00c9tudes Spatiales de la BIOsph\u00e8re), University of Toulouse, CNES/CNRS/INRAE/IRD/UPS, 18 Avenue Edouard Belin, 31401 Toulouse, France","institution_ids":["https://openalex.org/I4210100083","https://openalex.org/I134560555","https://openalex.org/I4210166444","https://openalex.org/I4210088668","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"LMFE, Department of Physics, Faculty of Sciences Semlalia, Cadi Ayyad University, 40000 Marrakech, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076656139","display_name":"Nitu Ojha","orcid":"https://orcid.org/0000-0003-0392-0286"},"institutions":[{"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/I134560555","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/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/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/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/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nitu Ojha","raw_affiliation_strings":["CESBIO (Centre d\u2019\u00c9tudes Spatiales de la BIOsph\u00e8re), University of Toulouse, CNES/CNRS/INRAE/IRD/UPS, 18 Avenue Edouard Belin, 31401 Toulouse, France"],"affiliations":[{"raw_affiliation_string":"CESBIO (Centre d\u2019\u00c9tudes Spatiales de la BIOsph\u00e8re), University of Toulouse, CNES/CNRS/INRAE/IRD/UPS, 18 Avenue Edouard Belin, 31401 Toulouse, France","institution_ids":["https://openalex.org/I4210100083","https://openalex.org/I134560555","https://openalex.org/I4210166444","https://openalex.org/I4210088668","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062815718","display_name":"Vincent Rivalland","orcid":"https://orcid.org/0000-0003-3745-6717"},"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","https://openalex.org/I4405258862"]},{"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/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/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/I134560555","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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Rivalland","raw_affiliation_strings":["CESBIO (Centre d\u2019\u00c9tudes Spatiales de la BIOsph\u00e8re), University of Toulouse, CNES/CNRS/INRAE/IRD/UPS, 18 Avenue Edouard Belin, 31401 Toulouse, France"],"affiliations":[{"raw_affiliation_string":"CESBIO (Centre d\u2019\u00c9tudes Spatiales de la BIOsph\u00e8re), University of Toulouse, CNES/CNRS/INRAE/IRD/UPS, 18 Avenue Edouard Belin, 31401 Toulouse, France","institution_ids":["https://openalex.org/I4210100083","https://openalex.org/I134560555","https://openalex.org/I4210166444","https://openalex.org/I4210088668","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056141608","display_name":"Olivier Merlin","orcid":"https://orcid.org/0000-0003-1985-6039"},"institutions":[{"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/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555","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/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/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/I134560555","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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Olivier Merlin","raw_affiliation_strings":["CESBIO (Centre d\u2019\u00c9tudes Spatiales de la BIOsph\u00e8re), University of Toulouse, CNES/CNRS/INRAE/IRD/UPS, 18 Avenue Edouard Belin, 31401 Toulouse, France"],"affiliations":[{"raw_affiliation_string":"CESBIO (Centre d\u2019\u00c9tudes Spatiales de la BIOsph\u00e8re), University of Toulouse, CNES/CNRS/INRAE/IRD/UPS, 18 Avenue Edouard Belin, 31401 Toulouse, France","institution_ids":["https://openalex.org/I4210100083","https://openalex.org/I134560555","https://openalex.org/I4210166444","https://openalex.org/I4210088668","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5064825233"],"corresponding_institution_ids":["https://openalex.org/I4210131560"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.55,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.79996246,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"13","issue":"4","first_page":"727","last_page":"727"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9998999834060669,"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":0.9998999834060669,"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/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T10716","display_name":"Soil and Unsaturated Flow","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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":0.7548220157623291},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.5968464612960815},{"id":"https://openalex.org/keywords/water-balance","display_name":"Water balance","score":0.5615400075912476},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5524104833602905},{"id":"https://openalex.org/keywords/arid","display_name":"Arid","score":0.5262500643730164},{"id":"https://openalex.org/keywords/energy-balance","display_name":"Energy balance","score":0.5247359871864319},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.46682921051979065},{"id":"https://openalex.org/keywords/moisture","display_name":"Moisture","score":0.4322943687438965},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.4255061745643616},{"id":"https://openalex.org/keywords/atmospheric-sciences","display_name":"Atmospheric sciences","score":0.38653117418289185},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.32438337802886963},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.26109224557876587},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1433373987674713}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7548220157623291},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.5968464612960815},{"id":"https://openalex.org/C66465714","wikidata":"https://www.wikidata.org/wiki/Q1148989","display_name":"Water balance","level":2,"score":0.5615400075912476},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5524104833602905},{"id":"https://openalex.org/C150772632","wikidata":"https://www.wikidata.org/wiki/Q1330709","display_name":"Arid","level":2,"score":0.5262500643730164},{"id":"https://openalex.org/C2777423268","wikidata":"https://www.wikidata.org/wiki/Q3663116","display_name":"Energy balance","level":2,"score":0.5247359871864319},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.46682921051979065},{"id":"https://openalex.org/C176864760","wikidata":"https://www.wikidata.org/wiki/Q217651","display_name":"Moisture","level":2,"score":0.4322943687438965},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.4255061745643616},{"id":"https://openalex.org/C91586092","wikidata":"https://www.wikidata.org/wiki/Q757520","display_name":"Atmospheric sciences","level":1,"score":0.38653117418289185},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.32438337802886963},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.26109224557876587},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1433373987674713},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs13040727","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13040727","pdf_url":"https://www.mdpi.com/2072-4292/13/4/727/pdf?version=1613541161","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-03438677v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03438677","pdf_url":"https://hal.science/hal-03438677v1/file/aithssaine21.pdf","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, 2021, 13 (4), pp.727. ⟨10.3390/rs13040727⟩","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:52aecdac9bc54be8b19e953f2c5fc588","is_oa":true,"landing_page_url":"https://doaj.org/article/52aecdac9bc54be8b19e953f2c5fc588","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 13, Iss 4, p 727 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/4/727/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13040727","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 13; Issue 4; Pages: 727","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs13040727","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13040727","pdf_url":"https://www.mdpi.com/2072-4292/13/4/727/pdf?version=1613541161","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":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3133454421.pdf","grobid_xml":"https://content.openalex.org/works/W3133454421.grobid-xml"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W221329264","https://openalex.org/W1213579217","https://openalex.org/W1527214254","https://openalex.org/W1937299890","https://openalex.org/W1972871319","https://openalex.org/W1984443733","https://openalex.org/W1984670836","https://openalex.org/W1994954836","https://openalex.org/W1996690926","https://openalex.org/W2000363461","https://openalex.org/W2001564322","https://openalex.org/W2007529179","https://openalex.org/W2011010141","https://openalex.org/W2012106844","https://openalex.org/W2017745225","https://openalex.org/W2025688578","https://openalex.org/W2028304417","https://openalex.org/W2030347698","https://openalex.org/W2039348932","https://openalex.org/W2051541590","https://openalex.org/W2063623478","https://openalex.org/W2072952647","https://openalex.org/W2074082212","https://openalex.org/W2079285700","https://openalex.org/W2084952127","https://openalex.org/W2099890263","https://openalex.org/W2100401723","https://openalex.org/W2113656029","https://openalex.org/W2116770956","https://openalex.org/W2121745948","https://openalex.org/W2124517315","https://openalex.org/W2141219203","https://openalex.org/W2143715729","https://openalex.org/W2146149230","https://openalex.org/W2147611675","https://openalex.org/W2166276391","https://openalex.org/W2166609657","https://openalex.org/W2169517707","https://openalex.org/W2172396214","https://openalex.org/W2187365236","https://openalex.org/W2261272073","https://openalex.org/W2282555222","https://openalex.org/W2304445877","https://openalex.org/W2516659717","https://openalex.org/W2555627792","https://openalex.org/W2599868771","https://openalex.org/W2736290716","https://openalex.org/W2753979338","https://openalex.org/W2762180336","https://openalex.org/W2767588274","https://openalex.org/W2770155218","https://openalex.org/W2790511636","https://openalex.org/W2792192198","https://openalex.org/W2799869868","https://openalex.org/W2809132863","https://openalex.org/W2902175533","https://openalex.org/W2906106297","https://openalex.org/W2940609395","https://openalex.org/W2968813128","https://openalex.org/W2977461045","https://openalex.org/W2999360100","https://openalex.org/W3015719051","https://openalex.org/W3081470789","https://openalex.org/W3103070463","https://openalex.org/W6627899717","https://openalex.org/W6668825183","https://openalex.org/W6695419577","https://openalex.org/W6730286722"],"related_works":["https://openalex.org/W2249491925","https://openalex.org/W2385855844","https://openalex.org/W2358296458","https://openalex.org/W3003911445","https://openalex.org/W2367225526","https://openalex.org/W15285571","https://openalex.org/W2894659286","https://openalex.org/W4283657338","https://openalex.org/W3207942903","https://openalex.org/W1979410137"],"abstract_inverted_index":{"Over":[0],"semi-arid":[1],"agricultural":[2,423],"areas,":[3],"the":[4,15,22,29,38,43,53,69,85,89,104,117,136,150,160,164,172,177,199,204,208,229,247,265,269,293,298,337,347,350,368,380,384,417,428,433],"surface":[5,24,44,86,90],"energy":[6,132,241,302],"balance":[7,133,242,303],"and":[8,47,163,184,203,212,234,250,258,274,286,321,365,395,397,403,408],"its":[9],"components":[10],"are":[11,236],"largely":[12],"dependent":[13],"on":[14,188,193,308],"soil":[16,54,209],"water":[17,105,173,430],"availability.":[18],"In":[19,50,139],"such":[20],"conditions,":[21],"land":[23],"temperature":[25],"(LST)":[26],"retrieved":[27,57,386],"from":[28,58,146,159,168,182],"thermal":[30],"bands":[31],"has":[32,61],"been":[33,63],"commonly":[34],"used":[35,64,290,340],"to":[36,68,96,115,245,291,346,357,425],"represent":[37],"high":[39],"spatial":[40],"variability":[41],"of":[42,71,107,111,121,271,295,318,326,336,349,375,393,401],"evaporative":[45],"fraction":[46],"associated":[48],"fluxes.":[49],"contrast,":[51],"however,":[52],"moisture":[55,210],"(SM)":[56],"microwave":[59],"data":[60,128,186,222],"rarely":[62],"thus":[65],"far":[66],"due":[67],"unavailability":[70],"high-resolution":[72],"(field":[73],"scale)":[74],"SM":[75,91,127,142,181,214,225,338,387],"products":[76,143,170,388],"until":[77],"recent":[78],"times.":[79],"Soil":[80],"evaporation":[81],"is":[82,93,344,355],"controlled":[83],"by":[84,198,361],"SM.":[87],"Moreover,":[88],"dynamics":[92],"temporally":[94],"related":[95],"root":[97],"zone":[98],"SM,":[99,154],"which":[100,354],"provides":[101],"information":[102],"about":[103],"status":[106],"plants.":[108],"The":[109,372],"aim":[110],"this":[112,140],"work":[113],"was":[114,377],"assess":[116],"gain":[118],"in":[119,129,171,264,268,363,370],"terms":[120],"flux":[122],"estimates":[123],"when":[124],"integrating":[125],"microwave-derived":[126],"a":[130,194,390,398],"thermal-based":[131],"model":[134,175,243,305,419],"at":[135,215,432],"field":[137,382,434],"scale.":[138,435],"study,":[141],"were":[144,276,289],"derived":[145,167],"three":[147,385],"different":[148],"methodologies:":[149],"first":[151],"approach":[152,179,206],"inverts":[153,180],"labeled":[155],"hereafter":[156],"as":[157,341],"\u2018SMO20\u2019,":[158],"backscattering":[161],"coefficient":[162],"interferometric":[165],"coherence":[166],"Sentinel-1":[169,183],"cloud":[174],"(WCM);":[176],"second":[178],"Sentinel-2":[185],"based":[187,231,307],"machine":[189],"learning":[190],"algorithms":[191],"trained":[192],"synthetic":[195],"dataset":[196],"simulated":[197],"WCM":[200],"noted":[201],"\u2018SME16\u2019;":[202],"third":[205],"disaggregates":[207],"active":[211],"passive":[213],"100":[216,319],"m":[217],"resolution":[218],"using":[219,281,383],"Landsat":[220,230],"optical/thermal":[221,309],"\u2018SMO19\u2019.":[223],"These":[224],"products,":[226],"combined":[227],"with":[228,389],"vegetation":[232],"index":[233],"LST,":[235],"integrated":[237],"simultaneously":[238],"within":[239],"an":[240,282],"(TSEB-SM)":[244],"predict":[246,427],"latent":[248],"(LE)":[249],"sensible":[251],"(H)":[252],"heat":[253],"fluxes":[254],"over":[255,278,379,420],"two":[256,300],"irrigated":[257,381,422],"rainfed":[259],"wheat":[260],"crop":[261,429],"sites":[262],"located":[263],"Haouz":[266],"Plain":[267],"center":[270],"Morocco.":[272],"H":[273,323],"LE":[275,315,407],"measured":[277],"each":[279],"site":[280],"eddy":[283],"covariance":[284],"system":[285],"their":[287],"values":[288],"evaluate":[292],"potential":[294],"TSEB-SM":[296,330,376,418],"against":[297],"classical":[299],"source":[301],"(TSEB)":[304],"solely":[306],"data.":[310],"Globally,":[311],"TSEB":[312,364],"systematically":[313],"overestimates":[314],"(mean":[316,324],"bias":[317,325],"W/m2)":[320],"underestimates":[322],"\u2212110":[327],"W/m2),":[328],"while":[329],"significantly":[331],"reduces":[332],"those":[333],"biases,":[334],"regardless":[335],"product":[339],"input.":[342],"This":[343,411],"linked":[345],"parameterization":[348],"Priestley":[351],"Taylor":[352],"coefficient,":[353],"set":[356],"\u03b1PT":[358],"=":[359],"1.26":[360],"default":[362],"adjusted":[366],"across":[367],"season":[369],"TSEB-SM.":[371],"best":[373],"performance":[374],"obtained":[378],"mean":[391,399],"R2":[392],"0.72":[394],"0.92,":[396],"RMSE":[400],"31":[402],"36":[404],"W/m2":[405],"for":[406,415],"H,":[409],"respectively.":[410],"opens":[412],"up":[413],"perspectives":[414],"applying":[416],"extended":[421],"areas":[424],"better":[426],"needs":[431]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-22T08:09:32.410652","created_date":"2021-03-01T00:00:00"}