{"id":"https://openalex.org/W3164686935","doi":"https://doi.org/10.3390/rs13091737","title":"Detection of Biogenic Oil Films near Aquaculture Sites Using Sentinel-1 and Sentinel-2 Satellite Images","display_name":"Detection of Biogenic Oil Films near Aquaculture Sites Using Sentinel-1 and Sentinel-2 Satellite Images","publication_year":2021,"publication_date":"2021-04-30","ids":{"openalex":"https://openalex.org/W3164686935","doi":"https://doi.org/10.3390/rs13091737","mag":"3164686935"},"language":"en","primary_location":{"id":"doi:10.3390/rs13091737","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13091737","pdf_url":"https://www.mdpi.com/2072-4292/13/9/1737/pdf?version=1620868452","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/2072-4292/13/9/1737/pdf?version=1620868452","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069574643","display_name":"Andromachi Chatziantoniou","orcid":"https://orcid.org/0000-0002-3839-555X"},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Andromachi Chatziantoniou","raw_affiliation_strings":["Department of Marine Sciences, University of the Aegean, 81100 Mytilene, Lesvos, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Marine Sciences, University of the Aegean, 81100 Mytilene, Lesvos, Greece","institution_ids":["https://openalex.org/I98805295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084707495","display_name":"Alexandros Karagaitanakis","orcid":null},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Alexandros Karagaitanakis","raw_affiliation_strings":["Department of Marine Sciences, University of the Aegean, 81100 Mytilene, Lesvos, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Marine Sciences, University of the Aegean, 81100 Mytilene, Lesvos, Greece","institution_ids":["https://openalex.org/I98805295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003806747","display_name":"Vasileios Bakopoulos","orcid":"https://orcid.org/0000-0002-2208-0430"},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vasileios Bakopoulos","raw_affiliation_strings":["Department of Marine Sciences, University of the Aegean, 81100 Mytilene, Lesvos, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Marine Sciences, University of the Aegean, 81100 Mytilene, Lesvos, Greece","institution_ids":["https://openalex.org/I98805295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078348826","display_name":"Nikos Papandroulakis","orcid":"https://orcid.org/0000-0002-7109-7132"},"institutions":[{"id":"https://openalex.org/I4210131924","display_name":"Hellenic Centre for Marine Research","ror":"https://ror.org/038kffh84","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210131924"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikos Papandroulakis","raw_affiliation_strings":["Institute of Marine Biology, Biotechnology and Aquaculture, Hellenic Center for Marine Research, 19013 Anavyssos, Attiki, Greece"],"affiliations":[{"raw_affiliation_string":"Institute of Marine Biology, Biotechnology and Aquaculture, Hellenic Center for Marine Research, 19013 Anavyssos, Attiki, Greece","institution_ids":["https://openalex.org/I4210131924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042643531","display_name":"Konstantinos Topouzelis","orcid":"https://orcid.org/0000-0002-1916-1600"},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Topouzelis","raw_affiliation_strings":["Department of Marine Sciences, University of the Aegean, 81100 Mytilene, Lesvos, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Marine Sciences, University of the Aegean, 81100 Mytilene, Lesvos, Greece","institution_ids":["https://openalex.org/I98805295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5069574643"],"corresponding_institution_ids":["https://openalex.org/I98805295"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.3584,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.50434234,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"13","issue":"9","first_page":"1737","last_page":"1737"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12316","display_name":"Oil Spill Detection and Mitigation","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"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/T12316","display_name":"Oil Spill Detection and Mitigation","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"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":0.988099992275238,"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"}},{"id":"https://openalex.org/T10122","display_name":"Toxic Organic Pollutants Impact","score":0.9715999960899353,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"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/multispectral-image","display_name":"Multispectral image","score":0.7645602226257324},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6604686379432678},{"id":"https://openalex.org/keywords/aquaculture","display_name":"Aquaculture","score":0.6230378150939941},{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.6102094054222107},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5925277471542358},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5446824431419373},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.46992719173431396},{"id":"https://openalex.org/keywords/terrain","display_name":"Terrain","score":0.4635761082172394},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4416036307811737},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.275243878364563},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.24252960085868835},{"id":"https://openalex.org/keywords/fish-actinopterygii","display_name":"Fish <Actinopterygii>","score":0.23709586262702942},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.1677888035774231},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.14016345143318176},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1162535548210144},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11270293593406677},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07375913858413696}],"concepts":[{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.7645602226257324},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6604686379432678},{"id":"https://openalex.org/C86909935","wikidata":"https://www.wikidata.org/wiki/Q188989","display_name":"Aquaculture","level":3,"score":0.6230378150939941},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.6102094054222107},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5925277471542358},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5446824431419373},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.46992719173431396},{"id":"https://openalex.org/C161840515","wikidata":"https://www.wikidata.org/wiki/Q186131","display_name":"Terrain","level":2,"score":0.4635761082172394},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4416036307811737},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.275243878364563},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.24252960085868835},{"id":"https://openalex.org/C2909208804","wikidata":"https://www.wikidata.org/wiki/Q127282","display_name":"Fish <Actinopterygii>","level":2,"score":0.23709586262702942},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.1677888035774231},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.14016345143318176},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1162535548210144},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11270293593406677},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07375913858413696},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs13091737","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13091737","pdf_url":"https://www.mdpi.com/2072-4292/13/9/1737/pdf?version=1620868452","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:doaj.org/article:2f4a3b11b9894ff6b3fa5083b0db910a","is_oa":true,"landing_page_url":"https://doaj.org/article/2f4a3b11b9894ff6b3fa5083b0db910a","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 9, p 1737 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/9/1737/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13091737","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/rs13091737","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13091737","pdf_url":"https://www.mdpi.com/2072-4292/13/9/1737/pdf?version=1620868452","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":[{"id":"https://metadata.un.org/sdg/14","score":0.8600000143051147,"display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G1527451961","display_name":null,"funder_award_id":"1072","funder_id":"https://openalex.org/F4320327859","funder_display_name":"Hellenic Foundation for Research and Innovation"}],"funders":[{"id":"https://openalex.org/F4320327859","display_name":"Hellenic Foundation for Research and Innovation","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3164686935.pdf","grobid_xml":"https://content.openalex.org/works/W3164686935.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1461657365","https://openalex.org/W1498524375","https://openalex.org/W1964309505","https://openalex.org/W1965530293","https://openalex.org/W1973178306","https://openalex.org/W1987171403","https://openalex.org/W1995721042","https://openalex.org/W2000175358","https://openalex.org/W2010128473","https://openalex.org/W2048112561","https://openalex.org/W2076077414","https://openalex.org/W2079682096","https://openalex.org/W2084744129","https://openalex.org/W2088943641","https://openalex.org/W2091675249","https://openalex.org/W2122374500","https://openalex.org/W2559726100","https://openalex.org/W2773868980","https://openalex.org/W2787159650","https://openalex.org/W2973773508","https://openalex.org/W2977610941","https://openalex.org/W3093817896","https://openalex.org/W3132766446","https://openalex.org/W6641185903","https://openalex.org/W6641617922","https://openalex.org/W6768593592","https://openalex.org/W6784537689","https://openalex.org/W6981002759"],"related_works":["https://openalex.org/W4318664220","https://openalex.org/W2771047279","https://openalex.org/W4388409104","https://openalex.org/W2124951708","https://openalex.org/W1544811710","https://openalex.org/W172072032","https://openalex.org/W2006066416","https://openalex.org/W3157073418","https://openalex.org/W2021642829","https://openalex.org/W2058127401"],"abstract_inverted_index":{"Biogenic":[0],"films":[1,54,69,193],"are":[2,155,167],"very":[3],"thin":[4],"surface":[5],"oils,":[6],"frequently":[7],"observed":[8],"near":[9,55],"aquaculture":[10,56,72,198],"farms,":[11],"that":[12],"affect":[13],"the":[14,17,21,40,49,68,123,126,132,142,173,197,201],"roughness":[15],"and":[16,29,45,60,86,98,119,149,157,211,215,224],"optical":[18],"properties":[19],"of":[20,34,42,51,125,134,141,191],"sea":[22],"surface,":[23],"making":[24],"them":[25],"visible":[26],"in":[27,48,78,150,172],"SAR":[28,44,59,177],"multispectral":[30,46,62],"images.":[31],"The":[32,74,90,101,139,153],"purpose":[33],"this":[35],"study":[36,75],"is":[37,76,188,213],"to":[38,66,114,169,196,220],"investigate":[39],"potential":[41],"satellite":[43],"sensors":[47,166],"detection":[50],"biogenic":[52],"oil":[53],"farms.":[57],"Sentinel-1":[58,176],"Sentinel-2":[61,184],"data":[63],"were":[64],"exploited":[65],"detect":[67],"around":[70],"three":[71,79],"sites.":[73],"divided":[77],"stages:":[80],"(a)":[81],"preprocessing,":[82],"(b)":[83],"main":[84,102],"process":[85,103],"(c)":[87],"accuracy":[88,161,181],"assessment.":[89],"preprocessing":[91],"stage":[92],"includes":[93],"subset,":[94],"filtering,":[95],"land":[96],"masking":[97],"image":[99],"corrections.":[100],"was":[104,128,144],"similar":[105],"for":[106],"both":[107,165],"datasets,":[108],"using":[109],"an":[110],"adaptive":[111],"thresholding":[112],"method":[113],"identify":[115],"dark":[116],"formations,":[117],"extract":[118],"classify":[120],"them.":[121],"Finally,":[122],"performance":[124],"algorithm":[127],"evaluated":[129],"based":[130,145],"on":[131,146,207],"estimation":[133],"standard":[135],"classification":[136],"error":[137],"statistics.":[138],"evaluation":[140],"results":[143,154],"empirical":[147],"photointerpretation":[148],"situ":[151],"photos.":[152],"successful":[156],"promising,":[158],"with":[159,175],"overall":[160],"over":[162],"70%,":[163],"while":[164],"proved":[168],"be":[170],"effective":[171],"detection,":[174],"presenting":[178],"slightly":[179],"better":[180],"(81%)":[182],"than":[183],"MSI":[185],"(70%).":[186],"There":[187],"no":[189],"evidence":[190],"these":[192],"causing":[194],"stress":[195],"farms":[199],"or":[200],"surrounding":[202],"environment;":[203],"however,":[204],"our":[205],"knowledge":[206,217],"their":[208],"presence,":[209],"amount":[210],"dissolution":[212],"limited":[214],"further":[216],"could":[218],"contribute":[219],"efficient":[221],"feeding":[222],"management":[223],"fish":[225],"welfare.":[226]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
