{"id":"https://openalex.org/W4402259833","doi":"https://doi.org/10.1109/igarss53475.2024.10642265","title":"CNN-Based NO<sub>2</sub> Estimation from Sentinel-5P Data: A Proof-of-Concept","display_name":"CNN-Based NO<sub>2</sub> Estimation from Sentinel-5P Data: A Proof-of-Concept","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402259833","doi":"https://doi.org/10.1109/igarss53475.2024.10642265"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10642265","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10642265","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/A5069806223","display_name":"Giuseppina Guarino","orcid":"https://orcid.org/0000-0002-5057-9650"},"institutions":[{"id":"https://openalex.org/I4210117450","display_name":"Federico II University Hospital","ror":"https://ror.org/02jr6tp70","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210117450","https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"G. Guarino","raw_affiliation_strings":["University Federico II of Naples,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Federico II of Naples,Italy","institution_ids":["https://openalex.org/I4210117450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055412619","display_name":"Antonio Mazza","orcid":"https://orcid.org/0000-0002-7961-1669"},"institutions":[{"id":"https://openalex.org/I4210115556","display_name":"National Research Council - Institute of Methodologies for Environmental Analysis","ror":"https://ror.org/024ye7w89","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210115556","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"A. Mazza","raw_affiliation_strings":["National Research Council-IMAA,Tito,Italy,85050"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Council-IMAA,Tito,Italy,85050","institution_ids":["https://openalex.org/I4210115556","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022700387","display_name":"Gigli Giuseppe","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117450","display_name":"Federico II University Hospital","ror":"https://ror.org/02jr6tp70","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210117450","https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"G. Di Giuseppe","raw_affiliation_strings":["University Federico II of Naples,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Federico II of Naples,Italy","institution_ids":["https://openalex.org/I4210117450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018497605","display_name":"G. Poggi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117450","display_name":"Federico II University Hospital","ror":"https://ror.org/02jr6tp70","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210117450","https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"G. Poggi","raw_affiliation_strings":["University Federico II of Naples,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Federico II of Naples,Italy","institution_ids":["https://openalex.org/I4210117450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043777501","display_name":"Gemine Vivone","orcid":"https://orcid.org/0000-0001-9542-0638"},"institutions":[{"id":"https://openalex.org/I4210115556","display_name":"National Research Council - Institute of Methodologies for Environmental Analysis","ror":"https://ror.org/024ye7w89","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210115556","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"G. Vivone","raw_affiliation_strings":["National Research Council-IMAA,Tito,Italy,85050"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Council-IMAA,Tito,Italy,85050","institution_ids":["https://openalex.org/I4210115556","https://openalex.org/I4210155236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034757970","display_name":"Giuseppe Scarpa","orcid":"https://orcid.org/0000-0001-6458-9107"},"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":"G. Scarpa","raw_affiliation_strings":["University Parthenope of Naples,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Parthenope of Naples,Italy","institution_ids":["https://openalex.org/I183638586"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21531982,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":null,"first_page":"5744","last_page":"5747"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10075","display_name":"Atmospheric chemistry and aerosols","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"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/proof-of-concept","display_name":"Proof of concept","score":0.6830925345420837},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6647381782531738},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3208279609680176},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.06976065039634705}],"concepts":[{"id":"https://openalex.org/C124978682","wikidata":"https://www.wikidata.org/wiki/Q1201019","display_name":"Proof of concept","level":2,"score":0.6830925345420837},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6647381782531738},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3208279609680176},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06976065039634705}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/igarss53475.2024.10642265","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10642265","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:11367/152258","is_oa":false,"landing_page_url":"https://hdl.handle.net/11367/152258","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W856117482","https://openalex.org/W1901129140","https://openalex.org/W2027404493","https://openalex.org/W2520224971","https://openalex.org/W2766720167","https://openalex.org/W2948463804","https://openalex.org/W2995883393","https://openalex.org/W3000554425","https://openalex.org/W3213530674","https://openalex.org/W4226507018","https://openalex.org/W4248431698","https://openalex.org/W4293329630","https://openalex.org/W4387770925","https://openalex.org/W4387831726","https://openalex.org/W4389297194","https://openalex.org/W6772972132"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"This":[0],"work":[1],"deals":[2],"with":[3],"the":[4,7,43,65,78],"estimation":[5,69],"of":[6,12,45,67,82],"tropospheric":[8],"vertical":[9],"column":[10],"density":[11],"nitrogen":[13],"dioxide":[14],"from":[15,31,74],"Sentinel-5P":[16,32],"radiance":[17,72],"data":[18,33,73],"using":[19,71],"convolutional":[20],"neural":[21,84],"networks.":[22,85],"The":[23],"current":[24],"processing":[25],"chain":[26],"to":[27],"retrieve":[28],"this":[29,60],"information":[30,48],"requires":[34],"a":[35],"complex,":[36],"computationally":[37],"demanding,":[38],"physical":[39],"modeling":[40],"that":[41],"involves":[42],"use":[44],"additional":[46],"side":[47],"such":[49],"as":[50],"meteorological":[51],"variables,":[52],"which":[53],"are":[54,88],"not":[55],"always":[56],"available.":[57],"Therefore,":[58],"in":[59],"proof-of-concept":[61],"study,":[62],"we":[63],"explored":[64],"feasibility":[66],"an":[68],"exclusively":[70],"Sentinel-5P,":[75],"leveraging":[76],"on":[77],"powerful":[79],"representational":[80],"capacity":[81],"deep":[83],"Preliminary":[86],"results":[87],"very":[89],"promising":[90],"encouraging":[91],"further":[92],"investigation.":[93]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}