{"id":"https://openalex.org/W4402259751","doi":"https://doi.org/10.1109/igarss53475.2024.10641362","title":"Model-Based Neural Network to Retrieve Ancillary Information About Sea Oil Slicks","display_name":"Model-Based Neural Network to Retrieve Ancillary Information About Sea Oil Slicks","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402259751","doi":"https://doi.org/10.1109/igarss53475.2024.10641362"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10641362","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10641362","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091614643","display_name":"Ferdinando Nunziata","orcid":"https://orcid.org/0000-0003-4567-0377"},"institutions":[{"id":"https://openalex.org/I183638586","display_name":"Parthenope University of Naples","ror":"https://ror.org/05pcv4v03","country_code":"IT","type":"education","lineage":["https://openalex.org/I183638586"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"F. Nunziata","raw_affiliation_strings":["Parthenope University of Naples,Dipartimento di Ingegneria,Napoli,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Parthenope University of Naples,Dipartimento di Ingegneria,Napoli,Italy","institution_ids":["https://openalex.org/I183638586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003463160","display_name":"Maurizio Migliaccio","orcid":"https://orcid.org/0000-0002-8363-3502"},"institutions":[{"id":"https://openalex.org/I183638586","display_name":"Parthenope University of Naples","ror":"https://ror.org/05pcv4v03","country_code":"IT","type":"education","lineage":["https://openalex.org/I183638586"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. Migliaccio","raw_affiliation_strings":["Parthenope University of Naples,Dipartimento di Ingegneria,Napoli,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Parthenope University of Naples,Dipartimento di Ingegneria,Napoli,Italy","institution_ids":["https://openalex.org/I183638586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070071863","display_name":"Tingting Meng","orcid":"https://orcid.org/0000-0003-3431-4270"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"T. Meng","raw_affiliation_strings":["Chinese Academy of Sciences,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences,Beijing,China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066153744","display_name":"Xin Yang","orcid":"https://orcid.org/0000-0003-3431-5118"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"X. Yang","raw_affiliation_strings":["Chinese Academy of Sciences,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences,Beijing,China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009129650","display_name":"K. S. Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"K-S. Chen","raw_affiliation_strings":["Nanjing University,Institute of Space Earth Science,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University,Institute of Space Earth Science,China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1617","last_page":"1620"},"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/T11630","display_name":"Petroleum Processing and Analysis","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11588","display_name":"Atmospheric and Environmental Gas Dynamics","score":0.9768999814987183,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/racing-slick","display_name":"Racing slick","score":0.9026567935943604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6515910625457764},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5934592485427856},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3978685140609741},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.38954633474349976},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.26049014925956726},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.08994755148887634}],"concepts":[{"id":"https://openalex.org/C50251070","wikidata":"https://www.wikidata.org/wiki/Q1888226","display_name":"Racing slick","level":3,"score":0.9026567935943604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6515910625457764},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5934592485427856},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3978685140609741},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.38954633474349976},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.26049014925956726},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.08994755148887634}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/igarss53475.2024.10641362","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10641362","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:ricerca.uniparthenope.it:11367/155965","is_oa":false,"landing_page_url":"https://hdl.handle.net/11367/155965","pdf_url":null,"source":{"id":"https://openalex.org/S4377196432","display_name":"CINECA IRIS Institutial research information system (Parthenope University of Naples)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183638586","host_organization_name":"Parthenope University of Naples","host_organization_lineage":["https://openalex.org/I183638586"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.7799999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1893114205","https://openalex.org/W2090183955","https://openalex.org/W2171006361","https://openalex.org/W2533734199","https://openalex.org/W2561289374","https://openalex.org/W2782219207","https://openalex.org/W2791659057","https://openalex.org/W2792018308","https://openalex.org/W2800967633","https://openalex.org/W2809222238","https://openalex.org/W2897868993","https://openalex.org/W2913602968","https://openalex.org/W2970216211","https://openalex.org/W3012604956","https://openalex.org/W3157906900","https://openalex.org/W3213954057","https://openalex.org/W4206815565","https://openalex.org/W4312117588","https://openalex.org/W4387802564"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2201189810","https://openalex.org/W2058397915","https://openalex.org/W2152626959","https://openalex.org/W2057594903","https://openalex.org/W148230271","https://openalex.org/W2809100791","https://openalex.org/W2007607332","https://openalex.org/W2157296957"],"abstract_inverted_index":{"In":[0],"this":[1],"study,":[2],"a":[3,67],"model-based":[4],"neural":[5,81],"network":[6,82],"approach":[7],"is":[8,32,83],"proposed":[9,21,147],"to":[10,15,34,65,95,101],"retrieve":[11,102],"ancillary":[12],"parameters":[13],"related":[14],"oil":[16,54,56,103,122],"pollutants":[17],"at":[18,44],"sea.":[19],"The":[20],"methodology":[22],"consists":[23],"of":[24,46,50,145],"two":[25],"pillars.":[26],"First,":[27],"an":[28,79],"electromagnetic":[29],"scattering":[30],"model":[31],"used":[33],"generate":[35],"radar":[36,60,99,114,132],"backscatter":[37,61],"for":[38],"slick-free":[39],"and":[40,55,92,105,135],"slick-covered":[41],"sea":[42],"surface":[43],"variance":[45],"incidence":[47],"angle,":[48],"faction":[49],"water":[51],"into":[52],"the":[53,71,75,87,118,125,143,146],"thickness.":[57],"Then,":[58],"these":[59],"values":[62],"are":[63],"combined":[64],"generated":[66],"metric":[68],"adopted":[69],"fro":[70],"retrieval":[72],"process,":[73],"namely":[74],"damping":[76,89],"ratio.":[77],"Second,":[78],"artificial":[80],"first":[84],"trained":[85],"on":[86],"simulated":[88],"ratio":[90],"DR":[91],"then":[93],"applied":[94],"actual":[96],"synthetic":[97,112,130],"aperture":[98,113,131],"imagery":[100],"thickness":[104],"seawater":[106],"volume":[107],"fraction.":[108],"Results,":[109],"obtained":[110],"processing":[111],"scenes":[115],"collected":[116],"during":[117],"Deep":[119],"Water":[120],"Horizon":[121],"accident":[123],"by":[124],"L-band":[126],"uninhabited":[127],"aerial":[128],"vehicle":[129],"(National":[133],"Aeronautics":[134],"Space":[136],"Administration":[137],"-":[138],"Jet":[139],"Propulsion":[140],"Laboratory),":[141],"show":[142],"soundness":[144],"methodology.":[148]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
