{"id":"https://openalex.org/W2142356752","doi":"https://doi.org/10.1109/igarss.2008.4778808","title":"Neural Network Estimation of Atmospheric Profiles Using AIRS/IASI/AMSU Data in the Presence of Clouds","display_name":"Neural Network Estimation of Atmospheric Profiles Using AIRS/IASI/AMSU Data in the Presence of Clouds","publication_year":2008,"publication_date":"2008-07-01","ids":{"openalex":"https://openalex.org/W2142356752","doi":"https://doi.org/10.1109/igarss.2008.4778808","mag":"2142356752"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2008.4778808","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2008.4778808","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"article","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/A5067549983","display_name":"William J. Blackwell","orcid":"https://orcid.org/0000-0002-2884-7241"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]},{"id":"https://openalex.org/I4210122954","display_name":"MIT Lincoln Laboratory","ror":"https://ror.org/022z6jk58","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210122954","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"William J. Blackwell","raw_affiliation_strings":["MIT Lincoln Laboratory, Lexington, MA 02420 USA, phone: 781-981-5324; fax: 781-981-7271; e-mail: wjb@LL.mit.edu","MIT Lincoln Lab. Lexington, MA, USA"],"affiliations":[{"raw_affiliation_string":"MIT Lincoln Laboratory, Lexington, MA 02420 USA, phone: 781-981-5324; fax: 781-981-7271; e-mail: wjb@LL.mit.edu","institution_ids":["https://openalex.org/I4210122954"]},{"raw_affiliation_string":"MIT Lincoln Lab. Lexington, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088303770","display_name":"Frederick W. Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]},{"id":"https://openalex.org/I4210122954","display_name":"MIT Lincoln Laboratory","ror":"https://ror.org/022z6jk58","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210122954","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Frederick W. Chen","raw_affiliation_strings":["MIT Lincoln Laboratory, Lexington, MA 02420 USA","MIT Lincoln Lab. Lexington, MA, USA"],"affiliations":[{"raw_affiliation_string":"MIT Lincoln Laboratory, Lexington, MA 02420 USA","institution_ids":["https://openalex.org/I4210122954"]},{"raw_affiliation_string":"MIT Lincoln Lab. Lexington, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023476939","display_name":"Laura G. Jairam","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]},{"id":"https://openalex.org/I4210122954","display_name":"MIT Lincoln Laboratory","ror":"https://ror.org/022z6jk58","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210122954","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Laura G. Jairam","raw_affiliation_strings":["MIT Lincoln Laboratory, Lexington, MA 02420 USA","MIT Lincoln Lab. Lexington, MA, USA"],"affiliations":[{"raw_affiliation_string":"MIT Lincoln Laboratory, Lexington, MA 02420 USA","institution_ids":["https://openalex.org/I4210122954"]},{"raw_affiliation_string":"MIT Lincoln Lab. Lexington, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058328010","display_name":"Michael Pieper","orcid":"https://orcid.org/0000-0001-7191-4254"},"institutions":[{"id":"https://openalex.org/I4210122954","display_name":"MIT Lincoln Laboratory","ror":"https://ror.org/022z6jk58","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210122954","https://openalex.org/I63966007"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Pieper","raw_affiliation_strings":["MIT Lincoln Laboratory, Lexington, MA 02420 USA","MIT Lincoln Lab. Lexington, MA, USA"],"affiliations":[{"raw_affiliation_string":"MIT Lincoln Laboratory, Lexington, MA 02420 USA","institution_ids":["https://openalex.org/I4210122954"]},{"raw_affiliation_string":"MIT Lincoln Lab. Lexington, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5067549983"],"corresponding_institution_ids":["https://openalex.org/I4210122954","https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":0.2374,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.63445517,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"I","last_page":"122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10347","display_name":"Atmospheric aerosols and clouds","score":0.9994000196456909,"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/T10029","display_name":"Climate variability and models","score":0.9976000189781189,"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/advanced-microwave-sounding-unit","display_name":"Advanced Microwave Sounding Unit","score":0.9854606986045837},{"id":"https://openalex.org/keywords/atmospheric-infrared-sounder","display_name":"Atmospheric Infrared Sounder","score":0.862820565700531},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6960285305976868},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6873177289962769},{"id":"https://openalex.org/keywords/depth-sounding","display_name":"Depth sounding","score":0.6750912070274353},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.6060433983802795},{"id":"https://openalex.org/keywords/atmospheric-sounding","display_name":"Atmospheric sounding","score":0.5639434456825256},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.5442699193954468},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4391666352748871},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.366698682308197},{"id":"https://openalex.org/keywords/water-vapor","display_name":"Water vapor","score":0.349901020526886},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11810165643692017},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08000627160072327},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07566994428634644},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.06412458419799805}],"concepts":[{"id":"https://openalex.org/C37856936","wikidata":"https://www.wikidata.org/wiki/Q4686237","display_name":"Advanced Microwave Sounding Unit","level":3,"score":0.9854606986045837},{"id":"https://openalex.org/C2779067591","wikidata":"https://www.wikidata.org/wiki/Q3628987","display_name":"Atmospheric Infrared Sounder","level":3,"score":0.862820565700531},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6960285305976868},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6873177289962769},{"id":"https://openalex.org/C55510283","wikidata":"https://www.wikidata.org/wiki/Q1382947","display_name":"Depth sounding","level":2,"score":0.6750912070274353},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.6060433983802795},{"id":"https://openalex.org/C64396926","wikidata":"https://www.wikidata.org/wiki/Q381517","display_name":"Atmospheric sounding","level":2,"score":0.5639434456825256},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5442699193954468},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4391666352748871},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.366698682308197},{"id":"https://openalex.org/C147534773","wikidata":"https://www.wikidata.org/wiki/Q190120","display_name":"Water vapor","level":2,"score":0.349901020526886},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11810165643692017},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08000627160072327},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07566994428634644},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.06412458419799805},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2008.4778808","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2008.4778808","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2002096058","https://openalex.org/W2017280280","https://openalex.org/W2059205204","https://openalex.org/W2092251351","https://openalex.org/W2094585099","https://openalex.org/W2100452085","https://openalex.org/W2104856364","https://openalex.org/W2113453022","https://openalex.org/W2115047131","https://openalex.org/W6665470763","https://openalex.org/W6674372999"],"related_works":["https://openalex.org/W773662202","https://openalex.org/W1566684164","https://openalex.org/W2055890126","https://openalex.org/W1584108644","https://openalex.org/W2910062829","https://openalex.org/W2137792648","https://openalex.org/W4233383775","https://openalex.org/W2144055354","https://openalex.org/W2909318591","https://openalex.org/W2002777390"],"abstract_inverted_index":{"A":[0,83],"novel":[1],"statistical":[2,85],"method":[3,112,156,189],"for":[4,102,126],"the":[5,23,29,36,41,50,59,63,70,73,153,185,194,197],"retrieval":[6,164,188,203],"of":[7,72,110,129,140,144,184,196],"atmospheric":[8,177],"temperature":[9],"and":[10,17,28,40,47,65,68,96,118,135,148],"water":[11],"vapor":[12],"profiles":[13],"has":[14],"been":[15],"developed":[16],"evaluated":[18,114,174],"with":[19,79,99,123],"sounding":[20],"data":[21],"from":[22],"Atmospheric":[24,43],"InfraRed":[25],"Sounder":[26],"(AIRS)":[27],"Advanced":[30],"Microwave":[31],"Sounding":[32,44],"Unit":[33],"(AMSU)":[34],"on":[35,49,58,62,93],"NASA":[37],"Aqua":[38],"satellite":[39],"Infrared":[42],"Interferometer":[45],"(IASI)":[46],"AMSU":[48],"EUMETSAT":[51],"MetOp-A":[52],"satellite.":[53],"The":[54,108,155,182],"present":[55],"work":[56],"focuses":[57],"cloud":[60,75,105],"impact":[61],"AIRS":[64,198],"IASI":[66],"radiances":[67],"explores":[69],"use":[71],"stochastic":[74],"clearing":[76,106],"methodology":[77],"together":[78],"neural":[80,186],"network":[81,187],"estimation.":[82],"stand-alone":[84],"algorithm":[86],"will":[87,172,190],"be":[88,173,191],"presented":[89],"that":[90],"operates":[91],"directly":[92],"cloud-impacted":[94],"AIRS/AMSU":[95],"IASI/AMSU":[97],"data,":[98],"no":[100],"need":[101],"a":[103,127],"physical":[104],"process.":[107],"performance":[109],"this":[111],"was":[113],"using":[115,175],"global":[116],"(ascending":[117],"descending)":[119],"EOS-Aqua":[120],"orbits":[121],"collocated":[122],"ECMWF":[124,176],"fields":[125,139,178],"variety":[128],"days":[130],"throughout":[131],"2003,":[132],"2004,":[133],"2005,":[134],"2006.":[136],"Over":[137],"1,000,000":[138],"regard":[141],"(3\u00d73":[142],"arrays":[143],"footprints)":[145],"over":[146],"ocean":[147],"land":[149],"were":[150],"used":[151],"in":[152],"study.":[154],"requires":[157],"significantly":[158],"less":[159],"computation":[160],"than":[161],"traditional":[162],"variational":[163],"methods,":[165],"while":[166],"achieving":[167],"comparable":[168],"performance.":[169],"Retrieval":[170],"accuracy":[171,183,195],"as":[179],"ground":[180],"truth.":[181],"compared":[192],"to":[193],"Level":[199],"2":[200],"(Version":[201],"5)":[202],"method.":[204]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}