{"id":"https://openalex.org/W4412457730","doi":"https://doi.org/10.3390/data10070117","title":"LADOS: Aerial Imagery Dataset for Oil Spill Detection, Classification, and Localization Using Semantic Segmentation","display_name":"LADOS: Aerial Imagery Dataset for Oil Spill Detection, Classification, and Localization Using Semantic Segmentation","publication_year":2025,"publication_date":"2025-07-14","ids":{"openalex":"https://openalex.org/W4412457730","doi":"https://doi.org/10.3390/data10070117"},"language":"en","primary_location":{"id":"doi:10.3390/data10070117","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data10070117","pdf_url":"https://www.mdpi.com/2306-5729/10/7/117/pdf?version=1752631171","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"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":"Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2306-5729/10/7/117/pdf?version=1752631171","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030763456","display_name":"Konstantinos Gkountakos","orcid":"https://orcid.org/0000-0001-7711-3773"},"institutions":[{"id":"https://openalex.org/I109954829","display_name":"Agricultural University of Athens","ror":"https://ror.org/03xawq568","country_code":"GR","type":"education","lineage":["https://openalex.org/I109954829"]},{"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":"Konstantinos Gkountakos","raw_affiliation_strings":["Department of Agricultural Economics and Rural Development, Agricultural University of Athens (AUA), 11855 Athens, Greece","Information Technologies Institute (ITI), Centre for Research and Technology Hellas (CERTH), 57001 Thessaloniki, Greece"],"raw_orcid":"https://orcid.org/0000-0001-7711-3773","affiliations":[{"raw_affiliation_string":"Department of Agricultural Economics and Rural Development, Agricultural University of Athens (AUA), 11855 Athens, Greece","institution_ids":["https://openalex.org/I109954829"]},{"raw_affiliation_string":"Information Technologies Institute (ITI), Centre for Research and Technology Hellas (CERTH), 57001 Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118999275","display_name":"Maria Melitou","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":"Maria Melitou","raw_affiliation_strings":["Information Technologies Institute (ITI), Centre for Research and Technology Hellas (CERTH), 57001 Thessaloniki, Greece"],"raw_orcid":"https://orcid.org/0009-0003-2111-3151","affiliations":[{"raw_affiliation_string":"Information Technologies Institute (ITI), Centre for Research and Technology Hellas (CERTH), 57001 Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102780412","display_name":"Konstantinos Ioannidis","orcid":"https://orcid.org/0000-0001-6767-8762"},"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":"Konstantinos Ioannidis","raw_affiliation_strings":["Information Technologies Institute (ITI), Centre for Research and Technology Hellas (CERTH), 57001 Thessaloniki, Greece"],"raw_orcid":"https://orcid.org/0000-0001-6767-8762","affiliations":[{"raw_affiliation_string":"Information Technologies Institute (ITI), Centre for Research and Technology Hellas (CERTH), 57001 Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048072108","display_name":"Konstantinos Demestichas","orcid":"https://orcid.org/0000-0002-8858-6389"},"institutions":[{"id":"https://openalex.org/I109954829","display_name":"Agricultural University of Athens","ror":"https://ror.org/03xawq568","country_code":"GR","type":"education","lineage":["https://openalex.org/I109954829"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Demestichas","raw_affiliation_strings":["Department of Agricultural Economics and Rural Development, Agricultural University of Athens (AUA), 11855 Athens, Greece"],"raw_orcid":"https://orcid.org/0000-0002-8858-6389","affiliations":[{"raw_affiliation_string":"Department of Agricultural Economics and Rural Development, Agricultural University of Athens (AUA), 11855 Athens, Greece","institution_ids":["https://openalex.org/I109954829"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065313479","display_name":"Stefanos Vrochidis","orcid":"https://orcid.org/0000-0002-2505-9178"},"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":"Stefanos Vrochidis","raw_affiliation_strings":["Information Technologies Institute (ITI), Centre for Research and Technology Hellas (CERTH), 57001 Thessaloniki, Greece"],"raw_orcid":"https://orcid.org/0000-0002-2505-9178","affiliations":[{"raw_affiliation_string":"Information Technologies Institute (ITI), Centre for Research and Technology Hellas (CERTH), 57001 Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084122016","display_name":"Ioannis Kompatsiaris","orcid":"https://orcid.org/0000-0001-6447-9020"},"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":"Ioannis Kompatsiaris","raw_affiliation_strings":["Information Technologies Institute (ITI), Centre for Research and Technology Hellas (CERTH), 57001 Thessaloniki, Greece"],"raw_orcid":"https://orcid.org/0000-0001-6447-9020","affiliations":[{"raw_affiliation_string":"Information Technologies Institute (ITI), Centre for Research and Technology Hellas (CERTH), 57001 Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5030763456"],"corresponding_institution_ids":["https://openalex.org/I109954829","https://openalex.org/I4210093649","https://openalex.org/I4210134249"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":1.1798,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76916173,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"10","issue":"7","first_page":"117","last_page":"117"},"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":0.9660999774932861,"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.953499972820282,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/computer-science","display_name":"Computer science","score":0.7208148837089539},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6142742037773132},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5709951519966125},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.546516478061676},{"id":"https://openalex.org/keywords/oil-spill","display_name":"Oil spill","score":0.5107362270355225},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5083112120628357},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.5021810531616211},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4415384829044342},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3604758679866791},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.22056859731674194},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.14272543787956238},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10898801684379578},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10757821798324585}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7208148837089539},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6142742037773132},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5709951519966125},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.546516478061676},{"id":"https://openalex.org/C2985668151","wikidata":"https://www.wikidata.org/wiki/Q220187","display_name":"Oil spill","level":2,"score":0.5107362270355225},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5083112120628357},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.5021810531616211},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4415384829044342},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3604758679866791},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.22056859731674194},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.14272543787956238},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10898801684379578},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10757821798324585},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/data10070117","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data10070117","pdf_url":"https://www.mdpi.com/2306-5729/10/7/117/pdf?version=1752631171","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"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":"Data","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b0a371859818417ba0ee5b6b24858055","is_oa":true,"landing_page_url":"https://doaj.org/article/b0a371859818417ba0ee5b6b24858055","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data, Vol 10, Iss 7, p 117 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/data10070117","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data10070117","pdf_url":"https://www.mdpi.com/2306-5729/10/7/117/pdf?version=1752631171","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"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":"Data","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6"}],"awards":[{"id":"https://openalex.org/G7061798757","display_name":null,"funder_award_id":"101073952","funder_id":"https://openalex.org/F4320334322","funder_display_name":"HORIZON EUROPE Framework Programme"},{"id":"https://openalex.org/G7492432083","display_name":null,"funder_award_id":"101073952","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"},{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412457730.pdf","grobid_xml":"https://content.openalex.org/works/W4412457730.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2001603298","https://openalex.org/W2005795180","https://openalex.org/W2009007450","https://openalex.org/W2028670256","https://openalex.org/W2038165393","https://openalex.org/W2157817668","https://openalex.org/W2358267726","https://openalex.org/W2755842546","https://openalex.org/W2782219207","https://openalex.org/W2787159650","https://openalex.org/W2792332854","https://openalex.org/W2792711805","https://openalex.org/W2796380412","https://openalex.org/W2807895446","https://openalex.org/W2891904611","https://openalex.org/W2900341665","https://openalex.org/W2905354680","https://openalex.org/W2911523481","https://openalex.org/W2949571558","https://openalex.org/W2964309882","https://openalex.org/W2965881028","https://openalex.org/W2967629441","https://openalex.org/W2970216211","https://openalex.org/W2988903679","https://openalex.org/W2998702515","https://openalex.org/W3042279734","https://openalex.org/W3043700715","https://openalex.org/W3045982802","https://openalex.org/W3080231311","https://openalex.org/W3109296750","https://openalex.org/W3111878912","https://openalex.org/W3112433437","https://openalex.org/W3122534273","https://openalex.org/W3132684617","https://openalex.org/W3144983302","https://openalex.org/W3170841864","https://openalex.org/W3193243994","https://openalex.org/W3196507485","https://openalex.org/W3211490618","https://openalex.org/W4200204308","https://openalex.org/W4205415018","https://openalex.org/W4226323522","https://openalex.org/W4308379969","https://openalex.org/W4311239753","https://openalex.org/W4312815172","https://openalex.org/W4312923835","https://openalex.org/W4327732504","https://openalex.org/W4366493021","https://openalex.org/W4392574360","https://openalex.org/W4399458156","https://openalex.org/W4400366122","https://openalex.org/W4404037100","https://openalex.org/W4405689483","https://openalex.org/W4405778764","https://openalex.org/W4407307215","https://openalex.org/W6706690949","https://openalex.org/W6718471829","https://openalex.org/W6797399245","https://openalex.org/W6805778149","https://openalex.org/W6843982251","https://openalex.org/W6875402702"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W4405331580","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W2143413548","https://openalex.org/W1969219540","https://openalex.org/W2370459448"],"abstract_inverted_index":{"Oil":[0,64],"spills":[1],"on":[2,142],"the":[3,12,30,51,86,94,132,138,143,172],"water":[4],"surface":[5],"pose":[6],"a":[7,45,100,111],"significant":[8],"environmental":[9,40],"hazard,":[10],"underscoring":[11],"critical":[13],"need":[14],"for":[15,63],"developing":[16],"Artificial":[17],"Intelligence":[18],"(AI)":[19],"detection":[20,35],"methods.":[21],"Utilizing":[22],"Unmanned":[23],"Aerial":[24],"Vehicles":[25],"(UAVs)":[26],"can":[27],"significantly":[28],"improve":[29],"efficiency":[31],"of":[32,47,77,121,168,171],"oil":[33,102,106,162],"spill":[34,107],"at":[36,85],"early":[37],"stages,":[38],"reducing":[39],"damage;":[41],"however,":[42],"there":[43],"is":[44,57,128],"lack":[46],"training":[48],"datasets":[49],"in":[50],"domain.":[52,139],"In":[53,96],"this":[54],"paper,":[55],"LADOS":[56,80,109],"introduced,":[58],"an":[59,147],"aeriaL":[60],"imAgery":[61],"Dataset":[62],"Spill":[65],"detection,":[66],"classification,":[67],"and":[68,74,117,124,135,163],"localization":[69],"by":[70,114],"incorporating":[71],"both":[72,122],"liquid":[73],"solid":[75],"classes":[76,159],"low-altitude":[78],"images.":[79],"comprises":[81],"3388":[82],"images":[83],"annotated":[84],"pixel":[87],"level":[88],"across":[89],"six":[90],"distinct":[91],"classes,":[92],"including":[93,99,115],"background.":[95],"addition":[97],"to":[98,130,137,165],"general":[101],"class":[103],"describing":[104],"various":[105],"appearances,":[108],"provides":[110],"detailed":[112],"categorization":[113],"emulsions":[116],"sheens.":[118],"Detailed":[119],"examination":[120],"instance":[123],"semantic":[125],"segmentation":[126],"approaches":[127],"illustrated":[129],"validate":[131],"dataset\u2019s":[133],"performance":[134,149],"significance":[136],"The":[140],"results":[141],"test":[144],"set":[145],"demonstrate":[146],"overall":[148],"exceeding":[150],"66%":[151],"mean":[152],"Intersection":[153],"over":[154],"Union":[155],"(mIoU),":[156],"with":[157],"specific":[158],"such":[160],"as":[161],"emulsion":[164],"surpass":[166],"74%":[167],"IoU":[169],"part":[170],"experiments.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
