{"id":"https://openalex.org/W4402261933","doi":"https://doi.org/10.1109/igarss53475.2024.10641160","title":"Regional Water Stock Monitoring Hybridizing Remote Sensing and Ai Approaches in the Guadalquivir Basin, Spain","display_name":"Regional Water Stock Monitoring Hybridizing Remote Sensing and Ai Approaches in the Guadalquivir Basin, Spain","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402261933","doi":"https://doi.org/10.1109/igarss53475.2024.10641160"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10641160","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10641160","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002528401","display_name":"Christophe Fatras","orcid":"https://orcid.org/0000-0001-9059-9878"},"institutions":[{"id":"https://openalex.org/I4210095365","display_name":"Collecte Localisation Satellites (France)","ror":"https://ror.org/00q7mnz48","country_code":"FR","type":"company","lineage":["https://openalex.org/I2799535048","https://openalex.org/I4210095365"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Christophe Fatras","raw_affiliation_strings":["Collecte Localisation Satellite (CLS),Ramonville,France"],"affiliations":[{"raw_affiliation_string":"Collecte Localisation Satellite (CLS),Ramonville,France","institution_ids":["https://openalex.org/I4210095365"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023263662","display_name":"J\u00e9r\u00e9my Augot","orcid":null},"institutions":[{"id":"https://openalex.org/I4210095365","display_name":"Collecte Localisation Satellites (France)","ror":"https://ror.org/00q7mnz48","country_code":"FR","type":"company","lineage":["https://openalex.org/I2799535048","https://openalex.org/I4210095365"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J\u00e9r\u00e9my Augot","raw_affiliation_strings":["Collecte Localisation Satellite (CLS),Ramonville,France"],"affiliations":[{"raw_affiliation_string":"Collecte Localisation Satellite (CLS),Ramonville,France","institution_ids":["https://openalex.org/I4210095365"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107013366","display_name":"Iris Lucas","orcid":null},"institutions":[{"id":"https://openalex.org/I4210095365","display_name":"Collecte Localisation Satellites (France)","ror":"https://ror.org/00q7mnz48","country_code":"FR","type":"company","lineage":["https://openalex.org/I2799535048","https://openalex.org/I4210095365"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Iris Lucas","raw_affiliation_strings":["Collecte Localisation Satellite (CLS),Ramonville,France"],"affiliations":[{"raw_affiliation_string":"Collecte Localisation Satellite (CLS),Ramonville,France","institution_ids":["https://openalex.org/I4210095365"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041582129","display_name":"Emeric Lavergne","orcid":"https://orcid.org/0000-0003-2012-6033"},"institutions":[{"id":"https://openalex.org/I4210095365","display_name":"Collecte Localisation Satellites (France)","ror":"https://ror.org/00q7mnz48","country_code":"FR","type":"company","lineage":["https://openalex.org/I2799535048","https://openalex.org/I4210095365"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Emeric Lavergne","raw_affiliation_strings":["Collecte Localisation Satellite (CLS),Ramonville,France"],"affiliations":[{"raw_affiliation_string":"Collecte Localisation Satellite (CLS),Ramonville,France","institution_ids":["https://openalex.org/I4210095365"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010213306","display_name":"Santiago Pe\u00f1a Luque","orcid":"https://orcid.org/0000-0002-7729-1198"},"institutions":[{"id":"https://openalex.org/I2799535048","display_name":"Centre National d'\u00c9tudes Spatiales","ror":"https://ror.org/04h1h0y33","country_code":"FR","type":"funder","lineage":["https://openalex.org/I2799535048"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Santiago Pe\u00f1a-Luque","raw_affiliation_strings":["Centre National d&#x2019;Etudes Spatiales (CNES),Toulouse,France"],"affiliations":[{"raw_affiliation_string":"Centre National d&#x2019;Etudes Spatiales (CNES),Toulouse,France","institution_ids":["https://openalex.org/I2799535048"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078225864","display_name":"Lionel Zawadzki","orcid":"https://orcid.org/0000-0001-8073-9582"},"institutions":[{"id":"https://openalex.org/I2799535048","display_name":"Centre National d'\u00c9tudes Spatiales","ror":"https://ror.org/04h1h0y33","country_code":"FR","type":"funder","lineage":["https://openalex.org/I2799535048"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lionel Zawadzki","raw_affiliation_strings":["Centre National d&#x2019;Etudes Spatiales (CNES),Toulouse,France"],"affiliations":[{"raw_affiliation_string":"Centre National d&#x2019;Etudes Spatiales (CNES),Toulouse,France","institution_ids":["https://openalex.org/I2799535048"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075647202","display_name":"Alice Andral","orcid":"https://orcid.org/0000-0003-1888-8004"},"institutions":[{"id":"https://openalex.org/I4210095365","display_name":"Collecte Localisation Satellites (France)","ror":"https://ror.org/00q7mnz48","country_code":"FR","type":"company","lineage":["https://openalex.org/I2799535048","https://openalex.org/I4210095365"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alice Andral","raw_affiliation_strings":["Collecte Localisation Satellite (CLS),Ramonville,France"],"affiliations":[{"raw_affiliation_string":"Collecte Localisation Satellite (CLS),Ramonville,France","institution_ids":["https://openalex.org/I4210095365"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5002528401"],"corresponding_institution_ids":["https://openalex.org/I4210095365"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13752678,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":null,"first_page":"5003","last_page":"5006"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9980000257492065,"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"}},"topics":[{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9980000257492065,"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/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9966999888420105,"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/T11186","display_name":"Hydrology and Drought Analysis","score":0.9879000186920166,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/structural-basin","display_name":"Structural basin","score":0.5771118402481079},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4969470798969269},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45397141575813293},{"id":"https://openalex.org/keywords/stock","display_name":"Stock (firearms)","score":0.44781988859176636},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3494590222835541},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2701573967933655},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2630299925804138},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.09174379706382751},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.0904424786567688}],"concepts":[{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.5771118402481079},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4969470798969269},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45397141575813293},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.44781988859176636},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3494590222835541},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2701573967933655},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2630299925804138},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.09174379706382751},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0904424786567688}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss53475.2024.10641160","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10641160","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2078860594","https://openalex.org/W2097208041","https://openalex.org/W2265610844","https://openalex.org/W2346888824","https://openalex.org/W2620109964","https://openalex.org/W2798365772","https://openalex.org/W3020891877","https://openalex.org/W3134835742","https://openalex.org/W4297793277"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2592964249","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032"],"abstract_inverted_index":{"Operational":[0],"monitoring":[1,146],"of":[2,16,21,87,129,147],"total":[3,37],"water":[4,23,29,38],"stocks":[5],"in":[6,69,121],"reservoirs":[7,52,92],"at":[8],"a":[9,14,27,65,79,95],"large":[10],"scale":[11],"suffers":[12],"from":[13],"lack":[15],"knowledge":[17],"on":[18,84,135],"the":[19,36,118,143,148],"bathymetry":[20,53,105],"such":[22,64],"bodies.":[24],"When":[25],"known,":[26],"measured":[28],"area":[30],"can":[31,43],"be":[32,44,73],"directly":[33],"linked":[34],"to":[35,47,90,102,109],"volume.":[39],"Digital":[40],"Elevation":[41],"Models":[42],"very":[45],"useful":[46],"this":[48],"regard,":[49],"but":[50],"often":[51],"is":[54,140],"not":[55],"visible":[56],"since":[57],"they":[58],"are":[59],"filled":[60],"with":[61],"water.":[62],"In":[63],"context,":[66],"recent":[67],"developments":[68],"Artificial":[70],"Intelligence":[71],"might":[72],"helpful.":[74],"Using":[75],"an":[76],"inpainting":[77],"approach,":[78],"U-Net":[80],"algorithm":[81],"was":[82],"trained":[83],"several":[85],"thousands":[86],"virtual":[88],"lakes":[89],"estimate":[91],"bathymetry,":[93],"using":[94],"true":[96],"DEM":[97],"as":[98],"inputs.":[99],"Its":[100],"capacity":[101],"determine":[103],"accurate":[104],"and":[106,115],"derived":[107],"surface":[108],"volume":[110,136],"relationship":[111],"has":[112],"been":[113],"tested":[114],"assessed":[116],"over":[117,132],"Guadalquivir":[119],"basin":[120],"Southern":[122],"Spain.":[123],"The":[124],"R<sup":[125],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[126],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[127],"score":[128],"0.79":[130],"obtained":[131],"one":[133],"reservoir":[134],"estimation":[137],"along":[138],"time":[139],"encouraging":[141],"for":[142],"future":[144],"operational":[145],"whole":[149],"basin.":[150]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}