{"id":"https://openalex.org/W4387828940","doi":"https://doi.org/10.1109/igarss52108.2023.10282605","title":"Onboard Cloud Detection and Atmospheric Correction with Deep Learning Emulators","display_name":"Onboard Cloud Detection and Atmospheric Correction with Deep Learning Emulators","publication_year":2023,"publication_date":"2023-07-16","ids":{"openalex":"https://openalex.org/W4387828940","doi":"https://doi.org/10.1109/igarss52108.2023.10282605"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss52108.2023.10282605","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://openresearch.surrey.ac.uk/view/delivery/44SUR_INST/12201270880002346/13201270870002346","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083291976","display_name":"Gonzalo Mateo\u2010Garc\u00eda","orcid":"https://orcid.org/0000-0002-0569-393X"},"institutions":[{"id":"https://openalex.org/I4210124225","display_name":"Constellium (United Kingdom)","ror":"https://ror.org/02v08db54","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210124225"]},{"id":"https://openalex.org/I16097986","display_name":"Universitat de Val\u00e8ncia","ror":"https://ror.org/043nxc105","country_code":"ES","type":"education","lineage":["https://openalex.org/I16097986"]}],"countries":["ES","GB"],"is_corresponding":false,"raw_author_name":"Gonzalo Mateo-Garc\u00eda","raw_affiliation_strings":["Trillium Technologies, London, United Kingdom","University of Valencia, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Trillium Technologies, London, United Kingdom","institution_ids":["https://openalex.org/I4210124225"]},{"raw_affiliation_string":"University of Valencia, Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083381996","display_name":"C\u00e9sar Aybar","orcid":"https://orcid.org/0000-0003-2745-9535"},"institutions":[{"id":"https://openalex.org/I4210124225","display_name":"Constellium (United Kingdom)","ror":"https://ror.org/02v08db54","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210124225"]},{"id":"https://openalex.org/I16097986","display_name":"Universitat de Val\u00e8ncia","ror":"https://ror.org/043nxc105","country_code":"ES","type":"education","lineage":["https://openalex.org/I16097986"]}],"countries":["ES","GB"],"is_corresponding":false,"raw_author_name":"Cesar Aybar","raw_affiliation_strings":["Trillium Technologies, London, United Kingdom","University of Valencia, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Trillium Technologies, London, United Kingdom","institution_ids":["https://openalex.org/I4210124225"]},{"raw_affiliation_string":"University of Valencia, Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035900085","display_name":"Giacomo Acciarini","orcid":"https://orcid.org/0000-0001-8707-8940"},"institutions":[{"id":"https://openalex.org/I4210124225","display_name":"Constellium (United Kingdom)","ror":"https://ror.org/02v08db54","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210124225"]},{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Giacomo Acciarini","raw_affiliation_strings":["Trillium Technologies, London, United Kingdom","University of Surrey, Guildford, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Trillium Technologies, London, United Kingdom","institution_ids":["https://openalex.org/I4210124225"]},{"raw_affiliation_string":"University of Surrey, Guildford, United Kingdom","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038306718","display_name":"V\u00edt R\u016f\u017ei\u010dka","orcid":"https://orcid.org/0000-0001-6558-7197"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210124225","display_name":"Constellium (United Kingdom)","ror":"https://ror.org/02v08db54","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210124225"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"V\u00edt R\u016f\u017ei\u010dka","raw_affiliation_strings":["Trillium Technologies, London, United Kingdom","University of Oxford, Oxford, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Oxford, Oxford, United Kingdom","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"Trillium Technologies, London, United Kingdom","institution_ids":["https://openalex.org/I4210124225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021271315","display_name":"Gabriele Meoni","orcid":"https://orcid.org/0000-0001-9311-6392"},"institutions":[{"id":"https://openalex.org/I4210165017","display_name":"European Space Research Institute","ror":"https://ror.org/05vt9rv16","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2801994115","https://openalex.org/I4210165017"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gabriele Meoni","raw_affiliation_strings":["European Space Agency Φ-Lab,Frascati,Italy"],"affiliations":[{"raw_affiliation_string":"European Space Agency Φ-Lab,Frascati,Italy","institution_ids":["https://openalex.org/I4210165017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009020295","display_name":"Nicolas Long\u00e9p\u00e9","orcid":"https://orcid.org/0000-0002-6832-3274"},"institutions":[{"id":"https://openalex.org/I4210165017","display_name":"European Space Research Institute","ror":"https://ror.org/05vt9rv16","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2801994115","https://openalex.org/I4210165017"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicolas Long\u00e9p\u00e9","raw_affiliation_strings":["European Space Agency Φ-Lab,Frascati,Italy"],"affiliations":[{"raw_affiliation_string":"European Space Agency Φ-Lab,Frascati,Italy","institution_ids":["https://openalex.org/I4210165017"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000820727","display_name":"Luis G\u00f3mez\u2010Chova","orcid":"https://orcid.org/0000-0003-3924-1269"},"institutions":[{"id":"https://openalex.org/I16097986","display_name":"Universitat de Val\u00e8ncia","ror":"https://ror.org/043nxc105","country_code":"ES","type":"education","lineage":["https://openalex.org/I16097986"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis G\u00f3mez-Chova","raw_affiliation_strings":["University of Valencia, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"University of Valencia, Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]}]}],"institution_assertions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.388,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":1,"citation_normalized_percentile":{"value":0.64576,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":67,"max":78},"biblio":{"volume":null,"issue":null,"first_page":"1875","last_page":"1878"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10347","display_name":"Atmospheric aerosols and clouds","score":0.998,"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"}},"topics":[{"id":"https://openalex.org/T10347","display_name":"Atmospheric aerosols and clouds","score":0.998,"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"}},{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9914,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9894,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/earth-observation","display_name":"Earth observation","score":0.6058539},{"id":"https://openalex.org/keywords/atmospheric-model","display_name":"Atmospheric models","score":0.54055274},{"id":"https://openalex.org/keywords/atmospheric-correction","display_name":"Atmospheric correction","score":0.52045846}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7300747},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.69351023},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.66441804},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.6058539},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.59916294},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5556738},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.55419433},{"id":"https://openalex.org/C118365302","wikidata":"https://www.wikidata.org/wiki/Q4817115","display_name":"Atmospheric model","level":2,"score":0.54055274},{"id":"https://openalex.org/C2778329001","wikidata":"https://www.wikidata.org/wiki/Q4817104","display_name":"Atmospheric correction","level":3,"score":0.52045846},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45271575},{"id":"https://openalex.org/C108597893","wikidata":"https://www.wikidata.org/wiki/Q663650","display_name":"Reflectivity","level":2,"score":0.42506957},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38527685},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.21214786},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.10179761},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.096862406},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09083733},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss52108.2023.10282605","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://openresearch.surrey.ac.uk/view/delivery/44SUR_INST/12201270880002346/13201270870002346","pdf_url":"https://openresearch.surrey.ac.uk/view/delivery/44SUR_INST/12201270880002346/13201270870002346","source":{"id":"https://openalex.org/S4306402651","display_name":"Surrey Open Research repository (University of Surrey)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I28290843","host_organization_name":"University of Surrey","host_organization_lineage":["https://openalex.org/I28290843"],"host_organization_lineage_names":["University of Surrey"],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://openresearch.surrey.ac.uk/view/delivery/44SUR_INST/12201270880002346/13201270870002346","pdf_url":"https://openresearch.surrey.ac.uk/view/delivery/44SUR_INST/12201270880002346/13201270870002346","source":{"id":"https://openalex.org/S4306402651","display_name":"Surrey Open Research repository (University of Surrey)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I28290843","host_organization_name":"University of Surrey","host_organization_lineage":["https://openalex.org/I28290843"],"host_organization_lineage_names":["University of Surrey"],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":9,"referenced_works":["https://openalex.org/W2597284376","https://openalex.org/W2793728001","https://openalex.org/W3134465096","https://openalex.org/W3140841781","https://openalex.org/W4221056521","https://openalex.org/W4303649320","https://openalex.org/W4312119695","https://openalex.org/W4376280550","https://openalex.org/W4382345294"],"related_works":["https://openalex.org/W2354809631","https://openalex.org/W2183650455","https://openalex.org/W2160795023","https://openalex.org/W2154720324","https://openalex.org/W2140481855","https://openalex.org/W2136049150","https://openalex.org/W2119099216","https://openalex.org/W2031888010","https://openalex.org/W2013804904","https://openalex.org/W1992176328"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"DTACSNet,":[3],"a":[4,33,43,64,100],"Convolutional":[5],"Neural":[6],"Network":[7],"(CNN)":[8],"model":[9,26],"specifically":[10],"developed":[11,28],"for":[12,55,60,125],"efficient":[13],"onboard":[14,122],"atmospheric":[15],"correction":[16],"and":[17,63,89,119],"cloud":[18,48],"detection":[19],"in":[20,47,74,121],"optical":[21],"Earth":[22,126],"observation":[23,127],"satellites.":[24],"The":[25],"is":[27,93],"with":[29,36,68,99],"Sentinel-2":[30],"data.":[31],"Through":[32],"comparative":[34],"analysis":[35],"the":[37,110],"operational":[38],"Sen2Cor":[39,61,98],"processor,":[40],"DTACSNet":[41,56,80,92,113],"demonstrates":[42],"significantly":[44,101],"better":[45],"performance":[46],"scene":[49],"classification":[50],"(F2":[51],"score":[52],"of":[53,112],"0.89":[54],"compared":[57],"to":[58,85,114],"0.51":[59],"v2.8)":[62],"surface":[65],"reflectance":[66,75],"estimation":[67],"average":[69],"absolute":[70],"error":[71],"below":[72],"2%":[73],"units.":[76],"Moreover,":[77],"we":[78],"tested":[79],"on":[81],"hardware-constrained":[82],"systems":[83],"similar":[84],"recent":[86],"deployed":[87],"missions":[88],"show":[90],"that":[91],"11":[94],"times":[95],"faster":[96],"than":[97],"lower":[102],"memory":[103],"consumption":[104],"footprint.":[105],"These":[106],"preliminary":[107],"results":[108],"highlight":[109],"potential":[111],"provide":[115],"enhanced":[116],"efficiency,":[117],"autonomy,":[118],"responsiveness":[120],"data":[123],"processing":[124],"satellite":[128],"missions.":[129]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4387828940","counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-01-23T03:46:24.990950","created_date":"2023-10-21"}