{"id":"https://openalex.org/W2807601793","doi":"https://doi.org/10.3390/rs10060910","title":"Fast and Automatic Data-Driven Thresholding for Inundation Mapping with Sentinel-2 Data","display_name":"Fast and Automatic Data-Driven Thresholding for Inundation Mapping with Sentinel-2 Data","publication_year":2018,"publication_date":"2018-06-08","ids":{"openalex":"https://openalex.org/W2807601793","doi":"https://doi.org/10.3390/rs10060910","mag":"2807601793"},"language":"en","primary_location":{"id":"doi:10.3390/rs10060910","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10060910","pdf_url":"https://www.mdpi.com/2072-4292/10/6/910/pdf?version=1528972871","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/2072-4292/10/6/910/pdf?version=1528972871","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084296098","display_name":"Georgios Kordelas","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]},{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Georgios A. Kordelas","raw_affiliation_strings":["Information Technologies Institute, Centre for Research and Technology Hellas (CERTH), Charilaou-Thermi Rd. 6th km, 57001 Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Information Technologies Institute, Centre for Research and Technology Hellas (CERTH), Charilaou-Thermi Rd. 6th km, 57001 Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032502649","display_name":"Ioannis Manakos","orcid":"https://orcid.org/0000-0001-6833-294X"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]},{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Ioannis Manakos","raw_affiliation_strings":["Information Technologies Institute, Centre for Research and Technology Hellas (CERTH), Charilaou-Thermi Rd. 6th km, 57001 Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Information Technologies Institute, Centre for Research and Technology Hellas (CERTH), Charilaou-Thermi Rd. 6th km, 57001 Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034159198","display_name":"David Aragon\u00e9s","orcid":"https://orcid.org/0000-0003-4989-9005"},"institutions":[{"id":"https://openalex.org/I4210089289","display_name":"Estaci\u00f3n Biol\u00f3gica de Do\u00f1ana","ror":"https://ror.org/006gw6z14","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210089289"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"David Aragon\u00e9s","raw_affiliation_strings":["Remote Sensing and GIS Laboratory (LAST-EBD), Estaci\u00f3n Biologica de Do\u00f1ana (CSIC), Avda. Am\u00e9rico Vespucio s/n, Isla de la Cartuja, 41092 Sevilla, Spain"],"affiliations":[{"raw_affiliation_string":"Remote Sensing and GIS Laboratory (LAST-EBD), Estaci\u00f3n Biologica de Do\u00f1ana (CSIC), Avda. Am\u00e9rico Vespucio s/n, Isla de la Cartuja, 41092 Sevilla, Spain","institution_ids":["https://openalex.org/I4210089289"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042685780","display_name":"Ricardo D\u00edaz\u2010Delgado","orcid":"https://orcid.org/0000-0002-0460-4616"},"institutions":[{"id":"https://openalex.org/I4210089289","display_name":"Estaci\u00f3n Biol\u00f3gica de Do\u00f1ana","ror":"https://ror.org/006gw6z14","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210089289"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ricardo D\u00edaz-Delgado","raw_affiliation_strings":["Remote Sensing and GIS Laboratory (LAST-EBD), Estaci\u00f3n Biologica de Do\u00f1ana (CSIC), Avda. Am\u00e9rico Vespucio s/n, Isla de la Cartuja, 41092 Sevilla, Spain"],"affiliations":[{"raw_affiliation_string":"Remote Sensing and GIS Laboratory (LAST-EBD), Estaci\u00f3n Biologica de Do\u00f1ana (CSIC), Avda. Am\u00e9rico Vespucio s/n, Isla de la Cartuja, 41092 Sevilla, Spain","institution_ids":["https://openalex.org/I4210089289"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091252148","display_name":"Javier Bustamante","orcid":"https://orcid.org/0000-0001-7515-0677"},"institutions":[{"id":"https://openalex.org/I4210089289","display_name":"Estaci\u00f3n Biol\u00f3gica de Do\u00f1ana","ror":"https://ror.org/006gw6z14","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210089289"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Bustamante","raw_affiliation_strings":["Department of Wetland Ecology, Estaci\u00f3n Biologica de Do\u00f1ana (CSIC), Avda. Am\u00e9rico Vespucio s/n, Isla de la Cartuja, 41092 Sevilla, Spain","Remote Sensing and GIS Laboratory (LAST-EBD), Estaci\u00f3n Biologica de Do\u00f1ana (CSIC), Avda. Am\u00e9rico Vespucio s/n, Isla de la Cartuja, 41092 Sevilla, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Wetland Ecology, Estaci\u00f3n Biologica de Do\u00f1ana (CSIC), Avda. Am\u00e9rico Vespucio s/n, Isla de la Cartuja, 41092 Sevilla, Spain","institution_ids":["https://openalex.org/I4210089289"]},{"raw_affiliation_string":"Remote Sensing and GIS Laboratory (LAST-EBD), Estaci\u00f3n Biologica de Do\u00f1ana (CSIC), Avda. Am\u00e9rico Vespucio s/n, Isla de la Cartuja, 41092 Sevilla, Spain","institution_ids":["https://openalex.org/I4210089289"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5032502649"],"corresponding_institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.5083,"has_fulltext":true,"cited_by_count":63,"citation_normalized_percentile":{"value":0.92486789,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"10","issue":"6","first_page":"910","last_page":"910"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9995999932289124,"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":0.9995999932289124,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9937000274658203,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5772833824157715},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5287327766418457},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5077501535415649},{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.5031489729881287},{"id":"https://openalex.org/keywords/wetland","display_name":"Wetland","score":0.4808371961116791},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.43725061416625977},{"id":"https://openalex.org/keywords/cohens-kappa","display_name":"Cohen's kappa","score":0.42730921506881714},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.42331695556640625},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4149479269981384},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2679402232170105},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26526594161987305},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.14878934621810913},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.09481078386306763}],"concepts":[{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5772833824157715},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5287327766418457},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5077501535415649},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.5031489729881287},{"id":"https://openalex.org/C67715294","wikidata":"https://www.wikidata.org/wiki/Q170321","display_name":"Wetland","level":2,"score":0.4808371961116791},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.43725061416625977},{"id":"https://openalex.org/C163864269","wikidata":"https://www.wikidata.org/wiki/Q1107106","display_name":"Cohen's kappa","level":2,"score":0.42730921506881714},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.42331695556640625},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4149479269981384},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2679402232170105},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26526594161987305},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14878934621810913},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.09481078386306763},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/rs10060910","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10060910","pdf_url":"https://www.mdpi.com/2072-4292/10/6/910/pdf?version=1528972871","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:digital.csic.es:10261/167503","is_oa":true,"landing_page_url":"http://hdl.handle.net/10261/167503","pdf_url":null,"source":{"id":"https://openalex.org/S4306401639","display_name":"DIGITAL.CSIC (Spanish National Research Council (CSIC))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I134820265","host_organization_name":"Consejo Superior de Investigaciones Cient\u00edficas","host_organization_lineage":["https://openalex.org/I134820265"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Art\u00edculo"},{"id":"pmh:oai:digital.csic.es:10261/166924","is_oa":false,"landing_page_url":"http://hdl.handle.net/10261/166924","pdf_url":null,"source":{"id":"https://openalex.org/S4306400616","display_name":"DIGITAL.CSIC (Spanish National Research Council (CSIC))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I134820265","host_organization_name":"Consejo Superior de Investigaciones Cient\u00edficas","host_organization_lineage":["https://openalex.org/I134820265"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:doaj.org/article:d7815c0c95c44872a9f7b81c0c58f4b9","is_oa":true,"landing_page_url":"https://doaj.org/article/d7815c0c95c44872a9f7b81c0c58f4b9","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 10, Iss 6, p 910 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/10/6/910/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs10060910","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 10; Issue 6; Pages: 910","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs10060910","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10060910","pdf_url":"https://www.mdpi.com/2072-4292/10/6/910/pdf?version=1528972871","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":[{"id":"https://openalex.org/G4956428346","display_name":null,"funder_award_id":"Horizon 2020 research and innovatio","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5036817778","display_name":null,"funder_award_id":"European Union's Horizon 2020 research and innov","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6841577045","display_name":null,"funder_award_id":"641762","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8051717526","display_name":null,"funder_award_id":"Grant","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/G8633428685","display_name":null,"funder_award_id":"European Union's Horizon 2020 research and innovat","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2807601793.pdf","grobid_xml":"https://content.openalex.org/works/W2807601793.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W119421529","https://openalex.org/W1509786997","https://openalex.org/W1563226074","https://openalex.org/W1570448133","https://openalex.org/W1590360666","https://openalex.org/W1606999916","https://openalex.org/W1785026303","https://openalex.org/W1907991089","https://openalex.org/W1981600953","https://openalex.org/W1982206826","https://openalex.org/W1988963177","https://openalex.org/W1991005893","https://openalex.org/W2006490569","https://openalex.org/W2010316391","https://openalex.org/W2027091505","https://openalex.org/W2036159872","https://openalex.org/W2036841511","https://openalex.org/W2045895539","https://openalex.org/W2067191022","https://openalex.org/W2067961595","https://openalex.org/W2074892842","https://openalex.org/W2088733802","https://openalex.org/W2107505287","https://openalex.org/W2111320133","https://openalex.org/W2122166205","https://openalex.org/W2130863745","https://openalex.org/W2133059825","https://openalex.org/W2138002125","https://openalex.org/W2163731467","https://openalex.org/W2164777277","https://openalex.org/W2167487948","https://openalex.org/W2219509937","https://openalex.org/W2336807904","https://openalex.org/W2346888824","https://openalex.org/W2379327898","https://openalex.org/W2461467590","https://openalex.org/W2507017087","https://openalex.org/W2523726345","https://openalex.org/W2533068369","https://openalex.org/W2534959949","https://openalex.org/W2572547067","https://openalex.org/W2577554832","https://openalex.org/W2606340910","https://openalex.org/W2751895300","https://openalex.org/W2760326196","https://openalex.org/W2768677636","https://openalex.org/W2769360579","https://openalex.org/W2791633705","https://openalex.org/W2803972022","https://openalex.org/W2911964244","https://openalex.org/W4239511516","https://openalex.org/W6604926234","https://openalex.org/W6639663052","https://openalex.org/W6648196565","https://openalex.org/W6653165664","https://openalex.org/W6735132182"],"related_works":["https://openalex.org/W2953058328","https://openalex.org/W2381193838","https://openalex.org/W2383007022","https://openalex.org/W1542224353","https://openalex.org/W1661087619","https://openalex.org/W1995429609","https://openalex.org/W2367678540","https://openalex.org/W2376642692","https://openalex.org/W2388744186","https://openalex.org/W1992980705"],"abstract_inverted_index":{"Satellite":[0],"data":[1,192],"offer":[2],"the":[3,7,20,34,45,62,116,158,173,203,227,232,235,243],"opportunity":[4],"for":[5,19,129,264],"monitoring":[6],"temporal":[8],"flooding":[9],"dynamics":[10],"of":[11,36,47,95,103,115,144,164,231],"seasonal":[12],"wetlands,":[13],"a":[14,40,69,85,90,123,137,142,262],"parameter":[15],"that":[16,218],"is":[17,113,126,238,247],"essential":[18],"ecosystem":[21],"services":[22],"these":[23],"areas":[24,38],"provide.":[25],"This":[26],"study":[27,177],"introduces":[28],"an":[29,96,209],"unsupervised":[30,184,233,253],"approach":[31,57,125,135,237,254],"to":[32,156,266],"estimate":[33],"extent":[35],"flooded":[37],"in":[39,84,161,172,180],"satellite":[41,196],"image":[42],"relying":[43],"on":[44,61,68,89,141],"physics":[46],"light":[48],"interaction":[49],"with":[50,261],"water,":[51],"vegetation":[52],"and":[53,67,99,107,118,146,168,185,206,234,240,242,249],"their":[54],"combination.":[55],"The":[56,110,133,152,252],"detects":[58],"automatically":[59],"thresholds":[60],"Short-Wave":[63],"Infrared":[64],"(SWIR)":[65],"band":[66],"Modified-Normalized":[70],"Difference":[71],"Vegetation":[72],"Index":[73],"(MNDVI),":[74],"derived":[75,193],"from":[76,149,194],"radiometrically-corrected":[77],"Sentinel-2":[78,150],"data.":[79,151],"Then,":[80],"it":[81],"combines":[82],"them":[83],"meaningful":[86],"way":[87],"based":[88],"knowledge":[91],"base":[92],"coming":[93],"out":[94],"iterative":[97],"trial":[98],"error":[100],"process.":[101],"Classes":[102],"interest":[104],"concern":[105],"water":[106,111,159],"non-water":[108],"areas.":[109],"class":[112,160],"comprised":[114],"open-water":[117],"water-vegetation":[119],"subclasses.":[120],"In":[121],"parallel,":[122],"supervised":[124,186,236],"implemented":[127],"mainly":[128],"performance":[130,225],"comparison":[131],"reasons.":[132],"latter":[134],"performs":[136],"random":[138],"forest":[139],"classification":[140,224],"set":[143],"bands":[145],"indices":[147],"extracted":[148],"approaches":[153,187,220],"are":[154,188],"able":[155],"discriminate":[157],"different":[162],"types":[163],"wetlands":[165],"(marshland,":[166],"rice-paddies":[167],"temporary":[169],"ponds)":[170],"existing":[171],"Do\u00f1ana":[174],"Biosphere":[175],"Reserve":[176],"area,":[178],"located":[179],"southwest":[181],"Spain.":[182],"Both":[183],"examined":[189],"against":[190],"validation":[191],"Landsat":[195],"inundation":[197],"time":[198],"series":[199],"maps,":[200],"generated":[201],"by":[202,258],"local":[204],"administration":[205],"offered":[207],"as":[208],"online":[210],"service":[211],"since":[212],"1983.":[213],"Accuracy":[214],"assessment":[215],"metrics":[216],"show":[217],"both":[219],"have":[221],"similarly":[222],"high":[223],"(e.g.,":[226],"combined":[228,244],"kappa":[229],"coefficient":[230],"0.8827":[239],"0.9477,":[241],"overall":[245],"accuracy":[246],"97.71%":[248],"98.95,":[250],"respectively).":[251],"can":[255],"be":[256],"used":[257],"non-trained":[259],"personnel":[260],"potential":[263],"transferability":[265],"sites":[267],"of,":[268],"at":[269],"least,":[270],"similar":[271],"characteristics.":[272]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":7}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2018-06-13T00:00:00"}
