{"id":"https://openalex.org/W3137967650","doi":"https://doi.org/10.3390/rs13061134","title":"How Accurate Is an Unmanned Aerial Vehicle Data-Based Model Applied on Satellite Imagery for Chlorophyll-a Estimation in Freshwater Bodies?","display_name":"How Accurate Is an Unmanned Aerial Vehicle Data-Based Model Applied on Satellite Imagery for Chlorophyll-a Estimation in Freshwater Bodies?","publication_year":2021,"publication_date":"2021-03-17","ids":{"openalex":"https://openalex.org/W3137967650","doi":"https://doi.org/10.3390/rs13061134","mag":"3137967650"},"language":"en","primary_location":{"id":"doi:10.3390/rs13061134","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13061134","pdf_url":"https://www.mdpi.com/2072-4292/13/6/1134/pdf?version=1615964868","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/2072-4292/13/6/1134/pdf?version=1615964868","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089175260","display_name":"Anas El Alem","orcid":"https://orcid.org/0000-0002-8570-2110"},"institutions":[{"id":"https://openalex.org/I39481719","display_name":"Institut National de la Recherche Scientifique","ror":"https://ror.org/04td37d32","country_code":"CA","type":"education","lineage":["https://openalex.org/I39481719","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Anas El-Alem","raw_affiliation_strings":["Centre Eau Terre Environnement, INRS, 490 rue de la Couronne, Qu\u00e9bec, QC G1K 9A9, Canada"],"affiliations":[{"raw_affiliation_string":"Centre Eau Terre Environnement, INRS, 490 rue de la Couronne, Qu\u00e9bec, QC G1K 9A9, Canada","institution_ids":["https://openalex.org/I39481719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063580106","display_name":"Karem Chokmani","orcid":"https://orcid.org/0000-0003-0018-0761"},"institutions":[{"id":"https://openalex.org/I39481719","display_name":"Institut National de la Recherche Scientifique","ror":"https://ror.org/04td37d32","country_code":"CA","type":"education","lineage":["https://openalex.org/I39481719","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Karem Chokmani","raw_affiliation_strings":["Centre Eau Terre Environnement, INRS, 490 rue de la Couronne, Qu\u00e9bec, QC G1K 9A9, Canada"],"affiliations":[{"raw_affiliation_string":"Centre Eau Terre Environnement, INRS, 490 rue de la Couronne, Qu\u00e9bec, QC G1K 9A9, Canada","institution_ids":["https://openalex.org/I39481719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030403218","display_name":"Aarthi Venkatesan","orcid":null},"institutions":[{"id":"https://openalex.org/I39481719","display_name":"Institut National de la Recherche Scientifique","ror":"https://ror.org/04td37d32","country_code":"CA","type":"education","lineage":["https://openalex.org/I39481719","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Aarthi Venkatesan","raw_affiliation_strings":["Centre Eau Terre Environnement, INRS, 490 rue de la Couronne, Qu\u00e9bec, QC G1K 9A9, Canada"],"affiliations":[{"raw_affiliation_string":"Centre Eau Terre Environnement, INRS, 490 rue de la Couronne, Qu\u00e9bec, QC G1K 9A9, Canada","institution_ids":["https://openalex.org/I39481719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038222342","display_name":"Rachid Lhissou","orcid":"https://orcid.org/0000-0001-5092-1711"},"institutions":[{"id":"https://openalex.org/I39481719","display_name":"Institut National de la Recherche Scientifique","ror":"https://ror.org/04td37d32","country_code":"CA","type":"education","lineage":["https://openalex.org/I39481719","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Lhissou Rachid","raw_affiliation_strings":["Centre Eau Terre Environnement, INRS, 490 rue de la Couronne, Qu\u00e9bec, QC G1K 9A9, Canada"],"affiliations":[{"raw_affiliation_string":"Centre Eau Terre Environnement, INRS, 490 rue de la Couronne, Qu\u00e9bec, QC G1K 9A9, Canada","institution_ids":["https://openalex.org/I39481719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040393209","display_name":"Hachem Agili","orcid":null},"institutions":[{"id":"https://openalex.org/I39481719","display_name":"Institut National de la Recherche Scientifique","ror":"https://ror.org/04td37d32","country_code":"CA","type":"education","lineage":["https://openalex.org/I39481719","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hachem Agili","raw_affiliation_strings":["Centre Eau Terre Environnement, INRS, 490 rue de la Couronne, Qu\u00e9bec, QC G1K 9A9, Canada"],"affiliations":[{"raw_affiliation_string":"Centre Eau Terre Environnement, INRS, 490 rue de la Couronne, Qu\u00e9bec, QC G1K 9A9, Canada","institution_ids":["https://openalex.org/I39481719"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003609129","display_name":"Jean\u2010Pierre Dedieu","orcid":"https://orcid.org/0000-0002-3317-669X"},"institutions":[{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"funder","lineage":["https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210166444"]},{"id":"https://openalex.org/I4210121220","display_name":"Institut des G\u00e9osciences de l'Environnement","ror":"https://ror.org/01wwcfa26","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210121220","https://openalex.org/I4210131494","https://openalex.org/I4210139971","https://openalex.org/I4210148025","https://openalex.org/I4210150872","https://openalex.org/I4210166444","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Pierre Dedieu","raw_affiliation_strings":["Institute for Geosciences and Environmental Research (IGE), University Grenoble-Alpes/CNRS/IRD/Grenoble-INP, 38058 Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Institute for Geosciences and Environmental Research (IGE), University Grenoble-Alpes/CNRS/IRD/Grenoble-INP, 38058 Grenoble, France","institution_ids":["https://openalex.org/I4210121220","https://openalex.org/I106785703","https://openalex.org/I899635006","https://openalex.org/I4210166444","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5089175260"],"corresponding_institution_ids":["https://openalex.org/I39481719"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.7771,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.72021017,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"13","issue":"6","first_page":"1134","last_page":"1134"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing 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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing 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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.972000002861023,"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/T10032","display_name":"Marine and coastal ecosystems","score":0.9670000076293945,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6216362118721008},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5664825439453125},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5413614511489868},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5346689820289612},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.49319905042648315},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.481121689081192},{"id":"https://openalex.org/keywords/chlorophyll-a","display_name":"Chlorophyll a","score":0.461452841758728},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.449641615152359},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4360513687133789},{"id":"https://openalex.org/keywords/empirical-modelling","display_name":"Empirical modelling","score":0.4180670976638794},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.20299488306045532},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.1598007082939148},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15714353322982788},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1418434977531433},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11182209849357605},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.08545371890068054}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6216362118721008},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5664825439453125},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5413614511489868},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5346689820289612},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.49319905042648315},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.481121689081192},{"id":"https://openalex.org/C2778902199","wikidata":"https://www.wikidata.org/wiki/Q133878","display_name":"Chlorophyll a","level":2,"score":0.461452841758728},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.449641615152359},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4360513687133789},{"id":"https://openalex.org/C133199616","wikidata":"https://www.wikidata.org/wiki/Q25386885","display_name":"Empirical modelling","level":2,"score":0.4180670976638794},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20299488306045532},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.1598007082939148},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15714353322982788},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1418434977531433},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11182209849357605},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.08545371890068054},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/rs13061134","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13061134","pdf_url":"https://www.mdpi.com/2072-4292/13/6/1134/pdf?version=1615964868","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-03269466v1","is_oa":false,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-03269466","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:HAL:hal-03498528v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03498528","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, 2021, 13 (6), pp.1134. ⟨10.3390/rs13061134⟩","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:cb6cae1dd4f0453b9350252aa71ea239","is_oa":true,"landing_page_url":"https://doaj.org/article/cb6cae1dd4f0453b9350252aa71ea239","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 6, p 1134 (2021)","raw_type":"article"},{"id":"pmh:oai:espace.inrs.ca:11759","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400579","display_name":"EspaceINRS (National Institute for Scientific Research (Canada))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39481719","host_organization_name":"Institut National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I39481719"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/6/1134/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13061134","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","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs13061134","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13061134","pdf_url":"https://www.mdpi.com/2072-4292/13/6/1134/pdf?version=1615964868","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 below water","id":"https://metadata.un.org/sdg/14","score":0.7699999809265137}],"awards":[{"id":"https://openalex.org/G7189519772","display_name":null,"funder_award_id":"PDAOT no. 9F013 160225/003/MTB","funder_id":"https://openalex.org/F4320334436","funder_display_name":"Canadian Space Agency"}],"funders":[{"id":"https://openalex.org/F4320313928","display_name":"Institut national de la recherche scientifique","ror":"https://ror.org/04td37d32"},{"id":"https://openalex.org/F4320318240","display_name":"European Space Agency","ror":"https://ror.org/03wd9za21"},{"id":"https://openalex.org/F4320334436","display_name":"Canadian Space Agency","ror":"https://ror.org/03a1gte98"},{"id":"https://openalex.org/F4320334620","display_name":"Natural Resources Canada","ror":"https://ror.org/05hepy730"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3137967650.pdf","grobid_xml":"https://content.openalex.org/works/W3137967650.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W68804602","https://openalex.org/W1894357780","https://openalex.org/W1966408116","https://openalex.org/W1969753304","https://openalex.org/W1975285091","https://openalex.org/W1984527293","https://openalex.org/W1987084564","https://openalex.org/W1991293348","https://openalex.org/W1996151979","https://openalex.org/W1997740464","https://openalex.org/W2014038097","https://openalex.org/W2018640103","https://openalex.org/W2026102074","https://openalex.org/W2026440158","https://openalex.org/W2029864452","https://openalex.org/W2036389990","https://openalex.org/W2043683651","https://openalex.org/W2060780420","https://openalex.org/W2069805752","https://openalex.org/W2076338114","https://openalex.org/W2086182371","https://openalex.org/W2088422930","https://openalex.org/W2105390844","https://openalex.org/W2146278807","https://openalex.org/W2148071557","https://openalex.org/W2157007405","https://openalex.org/W2162523902","https://openalex.org/W2167917621","https://openalex.org/W2181355678","https://openalex.org/W2397006734","https://openalex.org/W2513884524","https://openalex.org/W2562331740","https://openalex.org/W2578787949","https://openalex.org/W2606855190","https://openalex.org/W2615972069","https://openalex.org/W2617818785","https://openalex.org/W2758210752","https://openalex.org/W2791262063","https://openalex.org/W2796117259","https://openalex.org/W2885746866","https://openalex.org/W2886951474","https://openalex.org/W2896782565","https://openalex.org/W2932009381","https://openalex.org/W2937593182","https://openalex.org/W2947152669","https://openalex.org/W2951861274","https://openalex.org/W2970816089","https://openalex.org/W2997076549","https://openalex.org/W3002483235","https://openalex.org/W3037564125","https://openalex.org/W3129374272","https://openalex.org/W4297957988","https://openalex.org/W6682045648","https://openalex.org/W6685575056","https://openalex.org/W6736465650","https://openalex.org/W7034253966"],"related_works":["https://openalex.org/W2102148524","https://openalex.org/W2898051319","https://openalex.org/W4312126988","https://openalex.org/W2074982533","https://openalex.org/W2945273126","https://openalex.org/W3179185381","https://openalex.org/W3011918200","https://openalex.org/W2803341399","https://openalex.org/W2968798762","https://openalex.org/W2059910620"],"abstract_inverted_index":{"Optical":[0],"sensors":[1],"are":[2,21,26],"increasingly":[3],"sought":[4],"to":[5,59,91,102,135,172],"estimate":[6],"the":[7,30,47,50,93,104,137,166,199],"amount":[8],"of":[9,32,37,49],"chlorophyll":[10],"a":[11,55,107,143],"(chl_a)":[12],"in":[13,29,73,177],"freshwater":[14],"bodies.":[15],"Most,":[16],"whether":[17],"empirical":[18],"or":[19],"semi-empirical,":[20],"data-oriented.":[22],"Two":[23],"main":[24],"limitations":[25],"often":[27],"encountered":[28],"development":[31],"such":[33],"models.":[34],"The":[35,84,95],"availability":[36],"data":[38],"needed":[39],"for":[40,68],"model":[41,51,67],"calibration,":[42],"validation,":[43],"and":[44,46,76,119,161,196],"testing":[45],"locality":[48],"developed\u2014the":[52],"majority":[53],"need":[54],"re-parameterization":[56],"from":[57],"lake":[58],"lake.":[60],"An":[61],"Unmanned":[62],"aerial":[63],"vehicle":[64],"(UAV)":[65],"data-based":[66],"chl_a":[69,124,140,159,175,200],"estimation":[70],"is":[71],"developed":[72],"this":[74],"work":[75],"tested":[77],"on":[78],"Sentinel-2":[79],"imagery":[80],"without":[81],"any":[82],"re-parametrization.":[83],"Ensemble-based":[85],"system":[86],"(EBS)":[87],"algorithm":[88],"was":[89,100,133],"used":[90,134],"train":[92],"model.":[94],"leave-one-out":[96],"cross":[97],"validation":[98],"technique":[99],"applied":[101],"evaluate":[103],"EBS,":[105],"at":[106,142],"local":[108],"scale,":[109],"where":[110],"results":[111],"were":[112,147],"satisfactory":[113,152],"(R2":[114,153],"=":[115,117,121,154,163],"Nash":[116,162],"0.94":[118],"RMSE":[120],"5.6":[122],"\u00b5g":[123,158],"L\u22121).":[125],"A":[126],"blind":[127],"database":[128],"(collected":[129],"over":[130],"89":[131],"lakes)":[132],"challenge":[136],"EBS\u2019":[138],"Sentine-2-derived":[139],"estimates":[141],"regional":[144],"scale.":[145],"Results":[146],"relatively":[148],"less":[149],"good,":[150],"yet":[151],"0.85,":[155],"RMSE=":[156],"2.4":[157],"L\u22121,":[160],"0.79).":[164],"However,":[165],"EBS":[167,187],"has":[168],"shown":[169],"some":[170],"failure":[171],"correctly":[173],"retrieve":[174],"concentration":[176],"highly":[178],"turbid":[179,190],"waterbodies.":[180],"This":[181],"particularity":[182],"nonetheless":[183],"does":[184],"not":[185],"affect":[186],"performance,":[188],"since":[189],"waters":[191],"can":[192],"easily":[193],"be":[194],"pre-recognized":[195],"masked":[197],"before":[198],"modeling.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2025-10-10T00:00:00"}