{"id":"https://openalex.org/W1553294010","doi":"https://doi.org/10.1109/ijcnn.2005.1556323","title":"Robustness of the NN Approach to emulating atmospheric long wave radiation in complex climate models","display_name":"Robustness of the NN Approach to emulating atmospheric long wave radiation in complex climate models","publication_year":2006,"publication_date":"2006-01-05","ids":{"openalex":"https://openalex.org/W1553294010","doi":"https://doi.org/10.1109/ijcnn.2005.1556323","mag":"1553294010"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2005.1556323","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2005.1556323","pdf_url":null,"source":{"id":"https://openalex.org/S4363609022","display_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","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/A5016699173","display_name":"Vladimir M. Krasnopolsky","orcid":"https://orcid.org/0000-0003-0848-4161"},"institutions":[{"id":"https://openalex.org/I880747138","display_name":"Science Applications International Corporation (United States)","ror":"https://ror.org/00zv91802","country_code":"US","type":"company","lineage":["https://openalex.org/I880747138"]},{"id":"https://openalex.org/I4210144776","display_name":"Earth System Science Interdisciplinary Center","ror":"https://ror.org/042607708","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210144776","https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"V.M. Krasnopolsky","raw_affiliation_strings":["Earth System Science Interdisciplinary Center, University of Maryland, MD, USA","SAIC, EMC/NCEP/NOAA, MD, USA"],"affiliations":[{"raw_affiliation_string":"Earth System Science Interdisciplinary Center, University of Maryland, MD, USA","institution_ids":["https://openalex.org/I4210144776"]},{"raw_affiliation_string":"SAIC, EMC/NCEP/NOAA, MD, USA","institution_ids":["https://openalex.org/I880747138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036341848","display_name":"Michael S. Fox\u2010Rabinovitz","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144776","display_name":"Earth System Science Interdisciplinary Center","ror":"https://ror.org/042607708","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210144776","https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M.S. Fox-Rabinovitz","raw_affiliation_strings":["Earth System Science Interdisciplinary Center, University of Maryland, MD, USA"],"affiliations":[{"raw_affiliation_string":"Earth System Science Interdisciplinary Center, University of Maryland, MD, USA","institution_ids":["https://openalex.org/I4210144776"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109075052","display_name":"Ming\u2010Dah Chou","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Dah Chou","raw_affiliation_strings":["National Taiwan University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5016699173"],"corresponding_institution_ids":["https://openalex.org/I4210144776","https://openalex.org/I880747138"],"apc_list":null,"apc_paid":null,"fwci":4.4862,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.92307692,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":"4","issue":null,"first_page":"2661","last_page":"2665"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10029","display_name":"Climate variability and models","score":0.9995999932289124,"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/T10029","display_name":"Climate variability and models","score":0.9995999932289124,"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/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9994999766349792,"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":0.9876999855041504,"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/emulation","display_name":"Emulation","score":0.9438950419425964},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.8055992126464844},{"id":"https://openalex.org/keywords/atmospheric-model","display_name":"Atmospheric model","score":0.7279441356658936},{"id":"https://openalex.org/keywords/software-portability","display_name":"Software portability","score":0.721257209777832},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6307817697525024},{"id":"https://openalex.org/keywords/atmospherics","display_name":"Atmospherics","score":0.5708722472190857},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3345937132835388},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.2885303497314453},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13466483354568481},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12421795725822449}],"concepts":[{"id":"https://openalex.org/C149810388","wikidata":"https://www.wikidata.org/wiki/Q5374873","display_name":"Emulation","level":2,"score":0.9438950419425964},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.8055992126464844},{"id":"https://openalex.org/C118365302","wikidata":"https://www.wikidata.org/wiki/Q4817115","display_name":"Atmospheric model","level":2,"score":0.7279441356658936},{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.721257209777832},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6307817697525024},{"id":"https://openalex.org/C2779697222","wikidata":"https://www.wikidata.org/wiki/Q4817130","display_name":"Atmospherics","level":2,"score":0.5708722472190857},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3345937132835388},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.2885303497314453},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13466483354568481},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12421795725822449},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2005.1556323","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2005.1556323","pdf_url":null,"source":{"id":"https://openalex.org/S4363609022","display_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.8399999737739563,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1557856320","https://openalex.org/W2042799587","https://openalex.org/W2047421660","https://openalex.org/W2170874467","https://openalex.org/W2171270429","https://openalex.org/W6633296706"],"related_works":["https://openalex.org/W2128565850","https://openalex.org/W2606236951","https://openalex.org/W107105315","https://openalex.org/W2019913027","https://openalex.org/W2090117233","https://openalex.org/W2008727565","https://openalex.org/W4388155270","https://openalex.org/W1584537303","https://openalex.org/W1872724644","https://openalex.org/W357267322"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"present":[4],"comparisons":[5],"of":[6,42,55,58,66,75],"NN":[7,47,77],"emulations":[8,48],"developed":[9],"for":[10],"two":[11,43],"different":[12,25,27,33,36],"complex":[13],"climate":[14],"models:":[15],"NCAR":[16],"CAM":[17],"model":[18],"and":[19,29,32,45,64,73],"NASA":[20],"NSIPP.":[21],"These":[22],"models":[23],"have":[24],"dynamics,":[26],"horizontal":[28],"vertical":[30],"resolutions":[31],"physics":[34],"(including":[35],"long":[37],"wave":[38],"radiation":[39],"schemes).":[40],"Comparison":[41],"(NCAR":[44],"NASA)":[46],"shows":[49],"their":[50],"profound":[51],"similarity":[52],"in":[53],"terms":[54],"the":[56,61,70],"accuracy":[57],"emulation":[59,78],"vs.":[60],"original":[62],"parameterizations":[63],"complexity":[65],"emulating":[67],"NNs,":[68],"i.e.":[69],"methodological":[71],"robustness":[72],"portability":[74],"our":[76],"approach.":[79]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}