{"id":"https://openalex.org/W4308338323","doi":"https://doi.org/10.1002/joc.7909","title":"Identification of tropical cyclone centre based on satellite images via deep learning techniques","display_name":"Identification of tropical cyclone centre based on satellite images via deep learning techniques","publication_year":2022,"publication_date":"2022-11-04","ids":{"openalex":"https://openalex.org/W4308338323","doi":"https://doi.org/10.1002/joc.7909"},"language":"en","primary_location":{"id":"doi:10.1002/joc.7909","doi":"https://doi.org/10.1002/joc.7909","is_oa":false,"landing_page_url":"https://doi.org/10.1002/joc.7909","pdf_url":null,"source":{"id":"https://openalex.org/S32061424","display_name":"International Journal of Climatology","issn_l":"0899-8418","issn":["0899-8418","1097-0088"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Climatology","raw_type":"journal-article"},"volume":null,"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/A5101594782","display_name":"Teng Long","orcid":"https://orcid.org/0000-0002-9535-1553","observed_orcids":["https://orcid.org/0000-0002-9535-1553"]},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Teng Long","raw_affiliation_strings":["Research Center for Wind Engineering and Engineering Vibration Guangzhou University  Guangzhou China"],"raw_orcid":"https://orcid.org/0000-0002-9535-1553","affiliations":[{"raw_affiliation_string":"Research Center for Wind Engineering and Engineering Vibration Guangzhou University  Guangzhou China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016666274","display_name":"Jiyang Fu","orcid":"https://orcid.org/0000-0002-3971-6079","observed_orcids":["https://orcid.org/0000-0002-3971-6079"]},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiyang Fu","raw_affiliation_strings":["Research Center for Wind Engineering and Engineering Vibration Guangzhou University  Guangzhou China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Wind Engineering and Engineering Vibration Guangzhou University  Guangzhou China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051476218","display_name":"Biao Tong","orcid":"https://orcid.org/0000-0001-7622-4818","observed_orcids":["https://orcid.org/0000-0001-7622-4818"]},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Biao Tong","raw_affiliation_strings":["Research Center for Wind Engineering and Engineering Vibration Guangzhou University  Guangzhou China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Wind Engineering and Engineering Vibration Guangzhou University  Guangzhou China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025993083","display_name":"Pak Wai Chan","orcid":"https://orcid.org/0000-0003-2289-0609","observed_orcids":["https://orcid.org/0000-0003-2289-0609"]},"institutions":[{"id":"https://openalex.org/I4210104672","display_name":"Hong Kong Observatory","ror":"https://ror.org/01bvxvq19","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210104672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pakwai Chan","raw_affiliation_strings":["Hong Kong Observatory  Hong Kong China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hong Kong Observatory  Hong Kong China","institution_ids":["https://openalex.org/I4210104672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039333087","display_name":"Yuncheng He","orcid":"https://orcid.org/0000-0002-6639-5901","observed_orcids":["https://orcid.org/0000-0002-6639-5901"]},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuncheng He","raw_affiliation_strings":["Research Center for Wind Engineering and Engineering Vibration Guangzhou University  Guangzhou China"],"raw_orcid":"https://orcid.org/0000-0002-6639-5901","affiliations":[{"raw_affiliation_string":"Research Center for Wind Engineering and Engineering Vibration Guangzhou University  Guangzhou China","institution_ids":["https://openalex.org/I37987034"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5039333087"],"corresponding_institution_ids":["https://openalex.org/I37987034"],"apc_list":{"value":3450,"currency":"USD","value_usd":3450},"apc_paid":null,"fwci":1.327,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.76357189,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"42","issue":"16","first_page":"10373","last_page":"10386"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11483","display_name":"Tropical and Extratropical Cyclones Research","score":0.98580002784729,"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":0.98580002784729,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.011099999770522118,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.0008999999845400453,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/tropical-cyclones","display_name":"tropical cyclones","score":0.8339999914169312},{"id":"https://openalex.org/keywords/satellite-cloud-imagery","display_name":"satellite cloud imagery","score":0.9039999842643738},{"id":"https://openalex.org/keywords/yolov4","display_name":"YOLOv4","score":0.9810000061988831},{"id":"https://openalex.org/keywords/object-detection","display_name":"object detection","score":0.8289999961853027},{"id":"https://openalex.org/keywords/tropical-cyclone-tracking","display_name":"tropical cyclone tracking","score":0.7450000047683716},{"id":"https://openalex.org/keywords/positioning-accuracy","display_name":"positioning accuracy","score":0.5379999876022339}],"concepts":[{"id":"https://openalex.org/C29141058","wikidata":"https://www.wikidata.org/wiki/Q8092","display_name":"Tropical cyclone","level":2,"score":0.8034225702285767},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.7077805995941162},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6803678274154663},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6317048072814941},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6119951605796814},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5133220553398132},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.49600109457969666},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.4855456054210663},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4596831798553467},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4481102228164673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4283725917339325},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.42432719469070435},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14607581496238708},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","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},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/joc.7909","doi":"https://doi.org/10.1002/joc.7909","is_oa":false,"landing_page_url":"https://doi.org/10.1002/joc.7909","pdf_url":null,"source":{"id":"https://openalex.org/S32061424","display_name":"International Journal of Climatology","issn_l":"0899-8418","issn":["0899-8418","1097-0088"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Climatology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.685699999332428}],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.75}],"study_designs":[],"awards":[{"id":"https://openalex.org/G3108738719","display_name":null,"funder_award_id":"52178465","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1022653756","https://openalex.org/W1483870316","https://openalex.org/W1968683531","https://openalex.org/W1998590248","https://openalex.org/W1999102744","https://openalex.org/W2011505820","https://openalex.org/W2016734855","https://openalex.org/W2050647254","https://openalex.org/W2053839664","https://openalex.org/W2057178401","https://openalex.org/W2077061503","https://openalex.org/W2102605133","https://openalex.org/W2109255472","https://openalex.org/W2116716080","https://openalex.org/W2117603962","https://openalex.org/W2124363224","https://openalex.org/W2138926063","https://openalex.org/W2144481353","https://openalex.org/W2153963722","https://openalex.org/W2193145675","https://openalex.org/W2363521368","https://openalex.org/W2510101029","https://openalex.org/W2551419180","https://openalex.org/W2886953980","https://openalex.org/W2899607431","https://openalex.org/W2922053118","https://openalex.org/W2944982694","https://openalex.org/W2963604034","https://openalex.org/W2963857746","https://openalex.org/W2976737963","https://openalex.org/W2977968408","https://openalex.org/W2987466312","https://openalex.org/W3027830921","https://openalex.org/W3037369538","https://openalex.org/W3042011474","https://openalex.org/W3086583298","https://openalex.org/W3106250896","https://openalex.org/W3190467012","https://openalex.org/W3197398956","https://openalex.org/W3207542258","https://openalex.org/W3211166632","https://openalex.org/W4200603021","https://openalex.org/W4221095210","https://openalex.org/W4237080436","https://openalex.org/W4246227656","https://openalex.org/W4281261026","https://openalex.org/W4299445015"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W4205786897","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W3150465815","https://openalex.org/W1997222214","https://openalex.org/W2070395303","https://openalex.org/W2521323964","https://openalex.org/W2560840720"],"abstract_inverted_index":{"Abstract":[0],"A":[1],"tropical":[2],"cyclone":[3],"(TC)":[4],"is":[5,18,29,99],"a":[6,49,94,142],"highly":[7],"destructive":[8],"natural":[9],"disaster.":[10],"Accurate":[11],"identification":[12,125],"of":[13,16,31,37,70,96,115,126,132],"key":[14],"parameters":[15],"TCs":[17,71,128],"prerequisite":[19],"for":[20,52,146,155],"most":[21],"TC\u2010related":[22],"research":[23],"and":[24,89,119,129,151],"practices.":[25],"The":[26],"centre":[27,68],"position":[28],"one":[30],"TC's":[32],"basic":[33],"parameters.":[34],"However,":[35],"comparison":[36],"TC":[38,78,149,157],"best":[39],"track":[40],"data":[41,57],"released":[42],"by":[43],"different":[44],"meteorological":[45],"institutes":[46],"usually":[47],"indicates":[48],"noticeable":[50],"discrepancy":[51],"this":[53,60],"parameter":[54],"among":[55],"varied":[56],"sources.":[58],"In":[59,104],"study,":[61],"efforts":[62],"are":[63,87],"made":[64],"towards":[65],"identifying":[66,147],"the":[67,109,112,116,123,130,138],"location":[69,124],"via":[72],"deep":[73,84],"learning":[74,85],"techniques,":[75],"based":[76],"on":[77],"satellite":[79],"cloud":[80],"images":[81],"(SCIs).":[82],"Six":[83],"models":[86],"analysed":[88],"compared.":[90],"YOLOv4":[91,117,139],"model":[92,118,140],"achieved":[93],"confidence":[95],"99.84%,":[97],"which":[98],"better":[100],"than":[101],"other":[102],"models.":[103],"addition,":[105],"we":[106],"further":[107],"explore":[108],"factors":[110],"affecting":[111],"positioning":[113],"accuracy":[114],"its":[120],"application":[121],"to":[122],"multiple":[127,148],"tracking":[131],"individual":[133],"TCs.":[134],"Results":[135],"demonstrate":[136],"that":[137],"has":[141],"probability":[143],"exceeding":[144],"99%":[145],"locations":[150],"also":[152],"performs":[153],"well":[154],"single":[156],"tracking.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2025-10-10T00:00:00"}
