{"id":"https://openalex.org/W2946064216","doi":"https://doi.org/10.3390/rs11101195","title":"Machine Learning Approaches for Detecting Tropical Cyclone Formation Using Satellite Data","display_name":"Machine Learning Approaches for Detecting Tropical Cyclone Formation Using Satellite Data","publication_year":2019,"publication_date":"2019-05-20","ids":{"openalex":"https://openalex.org/W2946064216","doi":"https://doi.org/10.3390/rs11101195","mag":"2946064216"},"language":"en","primary_location":{"id":"doi:10.3390/rs11101195","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11101195","pdf_url":"https://www.mdpi.com/2072-4292/11/10/1195/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/11/10/1195/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058726511","display_name":"Minsang Kim","orcid":null},"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/I48566637","display_name":"Ulsan National Institute of Science and Technology","ror":"https://ror.org/017cjz748","country_code":"KR","type":"education","lineage":["https://openalex.org/I48566637"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Minsang Kim","raw_affiliation_strings":["Satellite Analysis Division, National Meteorological Satellite Center, Jincheon-gun, Chungcheongbuk-do 27803, Korea","School of Urban and Environmental Engineering, Ulsan National Institute of Science and Technology, Ulsan 44919, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Satellite Analysis Division, National Meteorological Satellite Center, Jincheon-gun, Chungcheongbuk-do 27803, Korea","institution_ids":["https://openalex.org/I1335415512"]},{"raw_affiliation_string":"School of Urban and Environmental Engineering, Ulsan National Institute of Science and Technology, Ulsan 44919, Korea","institution_ids":["https://openalex.org/I48566637"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066241759","display_name":"Myung\u2010Sook Park","orcid":"https://orcid.org/0000-0003-1262-7786"},"institutions":[{"id":"https://openalex.org/I133437993","display_name":"Korea Institute of Ocean Science and Technology","ror":"https://ror.org/032m55064","country_code":"KR","type":"facility","lineage":["https://openalex.org/I133437993"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Myung-Sook Park","raw_affiliation_strings":["Korea Ocean Satellite Center, Korea Institute of Ocean Science and Technology, Busan 49111, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Ocean Satellite Center, Korea Institute of Ocean Science and Technology, Busan 49111, Korea","institution_ids":["https://openalex.org/I133437993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069161853","display_name":"Jungho Im","orcid":"https://orcid.org/0000-0002-4506-6877"},"institutions":[{"id":"https://openalex.org/I48566637","display_name":"Ulsan National Institute of Science and Technology","ror":"https://ror.org/017cjz748","country_code":"KR","type":"education","lineage":["https://openalex.org/I48566637"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jungho Im","raw_affiliation_strings":["School of Urban and Environmental Engineering, Ulsan National Institute of Science and Technology, Ulsan 44919, Korea"],"raw_orcid":"https://orcid.org/0000-0002-4506-6877","affiliations":[{"raw_affiliation_string":"School of Urban and Environmental Engineering, Ulsan National Institute of Science and Technology, Ulsan 44919, Korea","institution_ids":["https://openalex.org/I48566637"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053915780","display_name":"Seonyoung Park","orcid":"https://orcid.org/0000-0002-1865-1050"},"institutions":[{"id":"https://openalex.org/I2800747041","display_name":"Korea Aerospace Research Institute","ror":"https://ror.org/037pqnq23","country_code":"KR","type":"government","lineage":["https://openalex.org/I2800747041","https://openalex.org/I2801339556","https://openalex.org/I4387152098","https://openalex.org/I4405260336"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seonyoung Park","raw_affiliation_strings":["Satellite Operation and Application Center, Korea Aerospace Research Institute, Daejeon 34133, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Satellite Operation and Application Center, Korea Aerospace Research Institute, Daejeon 34133, Korea","institution_ids":["https://openalex.org/I2800747041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042154267","display_name":"Myong\u2010In Lee","orcid":"https://orcid.org/0000-0001-8983-8624"},"institutions":[{"id":"https://openalex.org/I48566637","display_name":"Ulsan National Institute of Science and Technology","ror":"https://ror.org/017cjz748","country_code":"KR","type":"education","lineage":["https://openalex.org/I48566637"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Myong-In Lee","raw_affiliation_strings":["School of Urban and Environmental Engineering, Ulsan National Institute of Science and Technology, Ulsan 44919, Korea"],"raw_orcid":"https://orcid.org/0000-0001-8983-8624","affiliations":[{"raw_affiliation_string":"School of Urban and Environmental Engineering, Ulsan National Institute of Science and Technology, Ulsan 44919, Korea","institution_ids":["https://openalex.org/I48566637"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5042154267"],"corresponding_institution_ids":["https://openalex.org/I48566637"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":4.369,"has_fulltext":true,"cited_by_count":88,"citation_normalized_percentile":{"value":0.94951167,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"11","issue":"10","first_page":"1195","last_page":"1195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11483","display_name":"Tropical and Extratropical Cyclones Research","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/T11483","display_name":"Tropical and Extratropical Cyclones Research","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/T11061","display_name":"Ocean Waves and Remote Sensing","score":0.9930999875068665,"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/T10029","display_name":"Climate variability and models","score":0.9925000071525574,"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/tropical-cyclone","display_name":"Tropical cyclone","score":0.838655948638916},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.6283136606216431},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.6127510070800781},{"id":"https://openalex.org/keywords/typhoon","display_name":"Typhoon","score":0.5719337463378906},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5672653317451477},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5626179575920105},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.46006500720977783},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4491267204284668},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.42920950055122375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3955751061439514},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39103347063064575},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.32461291551589966},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.19824117422103882},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.14459392428398132},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08736860752105713}],"concepts":[{"id":"https://openalex.org/C29141058","wikidata":"https://www.wikidata.org/wiki/Q8092","display_name":"Tropical cyclone","level":2,"score":0.838655948638916},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.6283136606216431},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.6127510070800781},{"id":"https://openalex.org/C181654704","wikidata":"https://www.wikidata.org/wiki/Q140588","display_name":"Typhoon","level":2,"score":0.5719337463378906},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5672653317451477},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5626179575920105},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.46006500720977783},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4491267204284668},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.42920950055122375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3955751061439514},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39103347063064575},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.32461291551589966},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.19824117422103882},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14459392428398132},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08736860752105713},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs11101195","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11101195","pdf_url":"https://www.mdpi.com/2072-4292/11/10/1195/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ca20cd5a999b435a9daf95595f844b60","is_oa":true,"landing_page_url":"https://doaj.org/article/ca20cd5a999b435a9daf95595f844b60","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 11, Iss 10, p 1195 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/11/10/1195/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs11101195","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 11; Issue 10; Pages: 1195","raw_type":"Text"},{"id":"pmh:oai:scholarworks.unist.ac.kr:201301/27201","is_oa":true,"landing_page_url":"https://www.mdpi.com/2072-4292/11/10/1195","pdf_url":null,"source":{"id":"https://openalex.org/S4306401118","display_name":"Scholarworks@UNIST (Ulsan National Institute of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48566637","host_organization_name":"Ulsan National Institute of Science and Technology","host_organization_lineage":["https://openalex.org/I48566637"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"ARTICLE"}],"best_oa_location":{"id":"doi:10.3390/rs11101195","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11101195","pdf_url":"https://www.mdpi.com/2072-4292/11/10/1195/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1367678913","display_name":null,"funder_award_id":"NRF-2016M3C4A7952637","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G1845174231","display_name":null,"funder_award_id":"IITP-2019-2018-0-01424","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G3130442677","display_name":null,"funder_award_id":"KMI2017-02410","funder_id":"https://openalex.org/F4320322036","funder_display_name":"Korea Meteorological Administration"},{"id":"https://openalex.org/G8134266629","display_name":null,"funder_award_id":"IITP-2019-2018-0-01424","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G8413737556","display_name":null,"funder_award_id":"KMIPA2015-1100","funder_id":"https://openalex.org/F4320322036","funder_display_name":"Korea Meteorological Administration"},{"id":"https://openalex.org/G8721477117","display_name":null,"funder_award_id":"IITP-2019-2018-0-01424","funder_id":"https://openalex.org/F4320324891","funder_display_name":"Iran Telecommunication Research Center"},{"id":"https://openalex.org/G92393803","display_name":null,"funder_award_id":"NRF-2016M3C4A7952637","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320309475","display_name":"Northwestern University","ror":"https://ror.org/000e0be47"},{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322011","display_name":"Ministry of Oceans and Fisheries","ror":"https://ror.org/00c5s4a53"},{"id":"https://openalex.org/F4320322036","display_name":"Korea Meteorological Administration","ror":"https://ror.org/04nrmrg07"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320324891","display_name":"Iran Telecommunication Research Center","ror":"https://ror.org/01a3g2z22"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2946064216.pdf","grobid_xml":"https://content.openalex.org/works/W2946064216.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W46659105","https://openalex.org/W273955616","https://openalex.org/W1503605645","https://openalex.org/W1968683531","https://openalex.org/W1976703753","https://openalex.org/W1978729030","https://openalex.org/W1987470606","https://openalex.org/W2011804658","https://openalex.org/W2018255156","https://openalex.org/W2030548937","https://openalex.org/W2036195817","https://openalex.org/W2041990424","https://openalex.org/W2062626069","https://openalex.org/W2063907334","https://openalex.org/W2065969377","https://openalex.org/W2081562328","https://openalex.org/W2084166106","https://openalex.org/W2096538718","https://openalex.org/W2104032638","https://openalex.org/W2108146080","https://openalex.org/W2112552216","https://openalex.org/W2120568583","https://openalex.org/W2121734470","https://openalex.org/W2128420091","https://openalex.org/W2130355338","https://openalex.org/W2137825465","https://openalex.org/W2138430443","https://openalex.org/W2139315454","https://openalex.org/W2146104749","https://openalex.org/W2150266938","https://openalex.org/W2153635508","https://openalex.org/W2157339323","https://openalex.org/W2160951749","https://openalex.org/W2161480961","https://openalex.org/W2166391252","https://openalex.org/W2173251738","https://openalex.org/W2173593255","https://openalex.org/W2177598858","https://openalex.org/W2313929077","https://openalex.org/W2331855105","https://openalex.org/W2417545235","https://openalex.org/W2518030137","https://openalex.org/W2546092183","https://openalex.org/W2547118533","https://openalex.org/W2586821267","https://openalex.org/W2616493255","https://openalex.org/W2734691593","https://openalex.org/W2745081071","https://openalex.org/W2765283309","https://openalex.org/W2770654566","https://openalex.org/W2793091350","https://openalex.org/W2895247211","https://openalex.org/W2904080392","https://openalex.org/W2911964244","https://openalex.org/W2931239307","https://openalex.org/W4230612378","https://openalex.org/W4296285480","https://openalex.org/W6602002561","https://openalex.org/W6610017368","https://openalex.org/W6666217801","https://openalex.org/W6738636066"],"related_works":["https://openalex.org/W2322294131","https://openalex.org/W4377023816","https://openalex.org/W2381913349","https://openalex.org/W3125308484","https://openalex.org/W4392617234","https://openalex.org/W2606526000","https://openalex.org/W4396689146","https://openalex.org/W4200112873","https://openalex.org/W2955796858","https://openalex.org/W2004826645"],"abstract_inverted_index":{"This":[0,170],"study":[1,171],"compared":[2,76,184],"detection":[3],"skill":[4,136,179],"for":[5,57,180],"tropical":[6,116],"cyclone":[7],"(TC)":[8],"formation":[9,101,183],"using":[10],"models":[11,160],"based":[12,32],"on":[13,33],"three":[14],"different":[15],"machine":[16],"learning":[17],"(ML)":[18],"algorithms-decision":[19],"trees":[20],"(DT),":[21],"random":[22],"forest":[23],"(RF),":[24],"and":[25,50,147],"support":[26],"vector":[27],"machines":[28],"(SVM)-and":[29],"a":[30],"model":[31],"Linear":[34],"Discriminant":[35],"Analysis":[36],"(LDA).":[37],"Eight":[38],"predictors":[39],"were":[40,140],"derived":[41],"from":[42,72,167],"WindSat":[43],"satellite":[44],"measurements":[45],"of":[46,60],"ocean":[47],"surface":[48],"wind":[49],"precipitation":[51],"over":[52],"the":[53,61,103,111,119,163],"western":[54],"North":[55],"Pacific":[56],"2005\u20132009.":[58],"All":[59],"ML":[62,174],"approaches":[63,175],"performed":[64],"better":[65],"with":[66,77,185],"significantly":[67],"higher":[68,89],"hit":[69],"rates":[70],"ranging":[71],"94":[73],"to":[74,127,162],"96%":[75],"LDA":[78,94],"performance":[79],"(~77%),":[80],"although":[81],"false":[82],"alarm":[83],"rate":[84],"by":[85,93,118,133],"MLs":[86,97,139,146],"is":[87],"slightly":[88],"(21\u201328%)":[90],"than":[91,131,143],"that":[92,132,173],"(~13%).":[95],"Besides,":[96],"could":[98],"detect":[99],"TC":[100,182],"at":[102],"time":[104,113,155],"as":[105,107,115],"early":[106],"26\u201330":[108],"h":[109,129],"before":[110],"first":[112],"diagnosed":[114],"depression":[117],"JTWC":[120],"best":[121],"track,":[122],"which":[123],"was":[124,156],"also":[125],"5":[126],"9":[128],"earlier":[130],"LDA.":[134,148],"The":[135],"differences":[137],"across":[138],"relatively":[141],"smaller":[142],"difference":[144],"between":[145],"Large":[149],"yearly":[150],"variation":[151],"in":[152,158,165],"forecast":[153],"lead":[154],"common":[157],"all":[159],"due":[161],"limitation":[164],"sampling":[166],"orbiting":[168],"satellite.":[169],"highlights":[172],"provide":[176],"an":[177],"improved":[178],"detecting":[181],"conventional":[186],"linear":[187],"approaches.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-10T14:10:52.464848","created_date":"2025-10-10T00:00:00"}
