{"id":"https://openalex.org/W2038240404","doi":"https://doi.org/10.14191/atmos.2013.23.2.171","title":"Forecast Sensitivity to Observations for High-Impact Weather Events in the Korean Peninsula","display_name":"Forecast Sensitivity to Observations for High-Impact Weather Events in the Korean Peninsula","publication_year":2013,"publication_date":"2013-06-30","ids":{"openalex":"https://openalex.org/W2038240404","doi":"https://doi.org/10.14191/atmos.2013.23.2.171","mag":"2038240404"},"language":"en","primary_location":{"id":"doi:10.14191/atmos.2013.23.2.171","doi":"https://doi.org/10.14191/atmos.2013.23.2.171","is_oa":true,"landing_page_url":"https://doi.org/10.14191/atmos.2013.23.2.171","pdf_url":"http://koreascience.or.kr:80/article/JAKO201321251179343.pdf","source":{"id":"https://openalex.org/S4210204463","display_name":"Atmosphere","issn_l":"1598-3560","issn":["1598-3560","2288-3266"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["kci-registered","poland-20","russia-white-list-3"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Atmosphere","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://koreascience.or.kr:80/article/JAKO201321251179343.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044682022","display_name":"Sehyun Kim","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"SeHyun Kim","raw_affiliation_strings":[") Atmospheric Predictability and Data Assimilation Laboratory, Department of Atmospheric Sciences, Yonsei University","Department of Atmospheric Sciences , Yonsei University , 50 Yonsei-ro , Seodaemun-gu , Seoul , 120- 749 , Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":") Atmospheric Predictability and Data Assimilation Laboratory, Department of Atmospheric Sciences, Yonsei University","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Department of Atmospheric Sciences , Yonsei University , 50 Yonsei-ro , Seodaemun-gu , Seoul , 120- 749 , Republic of Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005931577","display_name":"Hyun Mee Kim","orcid":"https://orcid.org/0000-0003-2638-8165","observed_orcids":["https://orcid.org/0000-0003-2638-8165"]},"institutions":[{"id":"https://openalex.org/I1288214837","display_name":"United States Naval Research Laboratory","ror":"https://ror.org/04d23a975","country_code":"US","type":"facility","lineage":["https://openalex.org/I1288214837","https://openalex.org/I1330347796","https://openalex.org/I175003984","https://openalex.org/I3130687028"]},{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR","US"],"is_corresponding":false,"raw_author_name":"Hyun Mee Kim","raw_affiliation_strings":[") Atmospheric Predictability and Data Assimilation Laboratory , Department of Atmospheric Sciences , Yonsei University","Canada","Department of Atmospheric Sciences, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul, 120-749, Republic of Korea","\ub294 \ubbf8\uad6d Naval Research Laboratory (NRL)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":") Atmospheric Predictability and Data Assimilation Laboratory , Department of Atmospheric Sciences , Yonsei University","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Canada","institution_ids":[]},{"raw_affiliation_string":"Department of Atmospheric Sciences, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul, 120-749, Republic of Korea","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"\ub294 \ubbf8\uad6d Naval Research Laboratory (NRL)","institution_ids":["https://openalex.org/I1288214837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112897448","display_name":"Eun-Jung Kim","orcid":"https://orcid.org/0000-0003-3793-6147","observed_orcids":["https://orcid.org/0000-0003-3793-6147"]},"institutions":[{"id":"https://openalex.org/I1335415512","display_name":"Korea Meteorological Administration","ror":"https://ror.org/04nrmrg07","country_code":"KR","type":"government","lineage":["https://openalex.org/I1335415512","https://openalex.org/I4210154521"]},{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Eun-Jung Kim","raw_affiliation_strings":[") Numerical Data Application Division, Korea Meteorological Administration",") Atmospheric Predictability and Data Assimilation Laboratory, Department of Atmospheric Sciences, Yonsei University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":") Numerical Data Application Division, Korea Meteorological Administration","institution_ids":["https://openalex.org/I1335415512"]},{"raw_affiliation_string":") Atmospheric Predictability and Data Assimilation Laboratory, Department of Atmospheric Sciences, Yonsei University","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102150753","display_name":"Hyun-Cheol Shin","orcid":"https://orcid.org/0009-0007-9544-0437","observed_orcids":["https://orcid.org/0009-0007-9544-0437"]},"institutions":[{"id":"https://openalex.org/I1335415512","display_name":"Korea Meteorological Administration","ror":"https://ror.org/04nrmrg07","country_code":"KR","type":"government","lineage":["https://openalex.org/I1335415512","https://openalex.org/I4210154521"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyun-Cheol Shin","raw_affiliation_strings":[") Numerical Data Application Division, Korea Meteorological Administration"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":") Numerical Data Application Division, Korea Meteorological Administration","institution_ids":["https://openalex.org/I1335415512"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1793,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.54744715,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"23","issue":"2","first_page":"171","last_page":"186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"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/T12125","display_name":"Aerospace and Aviation Technology","score":0.0,"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/observation-impact","display_name":"observation impact","score":0.6729999780654907},{"id":"https://openalex.org/keywords/adjoint-sensitivity-analysis","display_name":"adjoint sensitivity analysis","score":0.6859999895095825},{"id":"https://openalex.org/keywords/high-impact-weather-events","display_name":"high-impact weather","score":0.8859999775886536},{"id":"https://openalex.org/keywords/satellite-observations","display_name":"satellite observations","score":0.6959999799728394},{"id":"https://openalex.org/keywords/atovs","display_name":"ATOVS","score":0.9110000133514404},{"id":"https://openalex.org/keywords/aircraft-observations","display_name":"aircraft observations","score":0.5870000123977661}],"concepts":[{"id":"https://openalex.org/C123588078","wikidata":"https://www.wikidata.org/wiki/Q34763","display_name":"Peninsula","level":2,"score":0.763995885848999},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6719018816947937},{"id":"https://openalex.org/C147947694","wikidata":"https://www.wikidata.org/wiki/Q837552","display_name":"Numerical weather prediction","level":2,"score":0.6503111124038696},{"id":"https://openalex.org/C24552861","wikidata":"https://www.wikidata.org/wiki/Q2670177","display_name":"Data assimilation","level":2,"score":0.6417999863624573},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.6142104864120483},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.6136273145675659},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5213773846626282},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4247405230998993},{"id":"https://openalex.org/C133204551","wikidata":"https://www.wikidata.org/wiki/Q838305","display_name":"Weather Research and Forecasting Model","level":2,"score":0.42070138454437256},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2869563698768616},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12417483329772949},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12339156866073608},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07685744762420654},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.14191/atmos.2013.23.2.171","doi":"https://doi.org/10.14191/atmos.2013.23.2.171","is_oa":true,"landing_page_url":"https://doi.org/10.14191/atmos.2013.23.2.171","pdf_url":"http://koreascience.or.kr:80/article/JAKO201321251179343.pdf","source":{"id":"https://openalex.org/S4210204463","display_name":"Atmosphere","issn_l":"1598-3560","issn":["1598-3560","2288-3266"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["kci-registered","poland-20","russia-white-list-3"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Atmosphere","raw_type":"journal-article"},{"id":"mag:1565935699","doi":null,"is_oa":false,"landing_page_url":"http://www.dbpia.co.kr/Journal/ArticleDetail/NODE02211030?q=%5BWRF%20flux%C2%A7coldb%C2%A72%C2%A799%C2%A73%5D&Multimedia=0&SearchAll=WRF%20flux&isFullText=1&specificParam=0&SearchMethod=0&Sort=1&SortType=desc","pdf_url":null,"source":{"id":"https://openalex.org/S4306493524","display_name":"\ub300\uae30","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"\ub300\uae30","raw_type":null}],"best_oa_location":{"id":"doi:10.14191/atmos.2013.23.2.171","doi":"https://doi.org/10.14191/atmos.2013.23.2.171","is_oa":true,"landing_page_url":"https://doi.org/10.14191/atmos.2013.23.2.171","pdf_url":"http://koreascience.or.kr:80/article/JAKO201321251179343.pdf","source":{"id":"https://openalex.org/S4210204463","display_name":"Atmosphere","issn_l":"1598-3560","issn":["1598-3560","2288-3266"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["kci-registered","poland-20","russia-white-list-3"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Atmosphere","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9786999821662903,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2038240404.pdf","grobid_xml":"https://content.openalex.org/works/W2038240404.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W293282422","https://openalex.org/W1928605871","https://openalex.org/W2001891785","https://openalex.org/W2015289722","https://openalex.org/W2020075017","https://openalex.org/W2028757917","https://openalex.org/W2047104651","https://openalex.org/W2053092636","https://openalex.org/W2072543316","https://openalex.org/W2078432011","https://openalex.org/W2078720578","https://openalex.org/W2094949251","https://openalex.org/W2111017104","https://openalex.org/W2124066156","https://openalex.org/W2135308017","https://openalex.org/W2140330788","https://openalex.org/W2141143494","https://openalex.org/W2155654615","https://openalex.org/W2161315815","https://openalex.org/W2165942933","https://openalex.org/W2173502753","https://openalex.org/W2269756929"],"related_works":["https://openalex.org/W1565935699","https://openalex.org/W2166174308","https://openalex.org/W4411806115","https://openalex.org/W3011221951","https://openalex.org/W4322211851","https://openalex.org/W2903560287","https://openalex.org/W4386570906","https://openalex.org/W2932051756","https://openalex.org/W4321493401","https://openalex.org/W2020075017"],"abstract_inverted_index":{"Recently,":[0],"the":[1,15,37,40,51,60,73,82,107,112,130,134,140,147,155,162,170,175,185,192,201,204,220,229,242,253,257,268,274,283,293,297,302,306,309,321,329,337,348],"number":[2],"of":[3,18,30,39,53,109,114,154,191,203,209,244,252,323,332],"observations":[4,32,54,61,110,138,211,276],"used":[5,64,123,235],"in":[6,67,96,100,102,200,222,350,356],"a":[7,125,237,287],"data":[8],"assimilation":[9],"system":[10],"is":[11,25,47,87,122,212,217,234,353],"increasing":[12],"due":[13],"to":[14,36,49,77,89,105,128,240,248,265,279,282],"enormous":[16],"amount":[17],"observations,":[19],"including":[20],"satellite":[21],"data.":[22],"However,":[23,273],"it":[24,46],"not":[26,327],"clear":[27],"that":[28,59,336,352],"all":[29,153],"these":[31,56,115],"are":[33,195,262,343],"always":[34],"beneficial":[35,210],"performance":[38],"numerical":[41],"weather":[42,92],"prediction":[43],"(NWP).":[44],"Therefore,":[45],"important":[48],"evaluate":[50],"effect":[52,291],"on":[55,111,292],"forecasts":[57,113,180],"so":[58],"can":[62],"be":[63,280],"more":[65],"usefully":[66],"NWP":[68],"process.":[69],"In":[70],"this":[71],"study,":[72],"adjoint-based":[74],"Forecast":[75],"Sensitivity":[76],"Observation":[78],"(FSO)":[79],"method":[80],"with":[81,256,267],"KMA":[83,324],"Unified":[84],"Model":[85],"(UM)":[86],"applied":[88],"two":[90],"high-impact":[91],"events":[93],"which":[94,216],"occurred":[95],"summer":[97,135,303],"and":[98,158,167,178,311,339],"winter":[99,163,307],"Korea":[101],"an":[103,226],"effort":[104],"investigate":[106],"effects":[108,194],"events.":[116],"The":[117,207,250],"total":[118,142,172,230],"dry":[119,269,298,310,338],"energy":[120,232,259,270,313,341],"norm":[121,233,300,314],"as":[124,236],"response":[126,238,260,271,284],"function":[127,239,261],"calculate":[129,328],"adjoint":[131,322],"sensitivity.":[132],"For":[133,161,305],"case,":[136,164,308],"TEMP":[137],"have":[139,169],"greatest":[141,148,171,186],"impact":[143,149,173,187,255],"while":[144,182],"BOGUS":[145],"shows":[146],"per":[150,188],"observation":[151,193,254],"for":[152,174,301,347],"24-,":[156,176],"36-,":[157,177],"48-hour":[159,179],"forecasts.":[160],"aircraft,":[165],"ATOVS,":[166],"ESA":[168,183],"respectively,":[181],"has":[184],"observation.":[189],"Most":[190],"horizontally":[196],"located":[197],"upwind":[198],"or":[199],"vicinity":[202],"Korean":[205],"peninsula.":[206],"fraction":[208],"less":[213,218],"than":[214,219],"50%,":[215],"results":[221,319],"previous":[223],"studies.":[224],"As":[225],"additional":[227],"experiment,":[228],"moist":[231,258,312,340],"measure":[241],"sensitivity":[243],"24-hour":[245],"forecast":[246,294],"error":[247],"observations.":[249],"characteristics":[251],"generally":[263],"similar":[264,318,345],"those":[266],"function.":[272],"ATOVS":[275],"were":[277],"found":[278],"sensitive":[281],"function,":[285],"showing":[286],"positive":[288],"(a":[289],"negative)":[290],"when":[295],"using":[296],"(moist)":[299],"case.":[304],"experiments":[315],"show":[316],"very":[317,344,354],"because":[320],"UM":[325],"does":[326],"specific":[330],"humidity":[331,349],"ice":[333],"properly":[334],"such":[335],"norms":[342],"except":[346],"air":[351],"low":[355],"winter.":[357]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}
