{"id":"https://openalex.org/W4404179857","doi":"https://doi.org/10.1109/tgrs.2024.3494255","title":"Predicting Tropical Cyclone Rapid Intensification in Western North Pacific Basin Using a TDA-RI Model From Digital Typhoon Dataset","display_name":"Predicting Tropical Cyclone Rapid Intensification in Western North Pacific Basin Using a TDA-RI Model From Digital Typhoon Dataset","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404179857","doi":"https://doi.org/10.1109/tgrs.2024.3494255"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3494255","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3494255","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-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/A5100422128","display_name":"Rui Zhang","orcid":"https://orcid.org/0000-0003-0597-8908"},"institutions":[{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Zhang","raw_affiliation_strings":["School of Computer, Jiangsu University of Science and Technology, Zhenjiang, China"],"raw_orcid":"https://orcid.org/0000-0003-0597-8908","affiliations":[{"raw_affiliation_string":"School of Computer, Jiangsu University of Science and Technology, Zhenjiang, China","institution_ids":["https://openalex.org/I4210096899"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lei Zhou","orcid":"https://orcid.org/0009-0009-4824-0795"},"institutions":[{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Zhou","raw_affiliation_strings":["School of Computer, Jiangsu University of Science and Technology, Zhenjiang, China"],"raw_orcid":"https://orcid.org/0009-0009-4824-0795","affiliations":[{"raw_affiliation_string":"School of Computer, Jiangsu University of Science and Technology, Zhenjiang, China","institution_ids":["https://openalex.org/I4210096899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038998018","display_name":"Luhui Yue","orcid":"https://orcid.org/0009-0005-8060-4625"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Luhui Yue","raw_affiliation_strings":["School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100404959","display_name":"Qingshan Liu","orcid":"https://orcid.org/0000-0002-5512-6984"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingshan Liu","raw_affiliation_strings":["School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-5512-6984","affiliations":[{"raw_affiliation_string":"School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5104,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.80898785,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11483","display_name":"Tropical and Extratropical Cyclones Research","score":0.9794999957084656,"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":0.9794999957084656,"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/typhoon","display_name":"Typhoon","score":0.8976705074310303},{"id":"https://openalex.org/keywords/tropical-cyclone","display_name":"Tropical cyclone","score":0.8442801237106323},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.6489940285682678},{"id":"https://openalex.org/keywords/structural-basin","display_name":"Structural basin","score":0.513344943523407},{"id":"https://openalex.org/keywords/tropical-cyclone-scales","display_name":"Tropical cyclone scales","score":0.5081772804260254},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.47368481755256653},{"id":"https://openalex.org/keywords/pacific-basin","display_name":"Pacific basin","score":0.4612610936164856},{"id":"https://openalex.org/keywords/digital-elevation-model","display_name":"Digital elevation model","score":0.4515992999076843},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4225025475025177},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.407754123210907},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.39079344272613525},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.2944043278694153},{"id":"https://openalex.org/keywords/cyclone","display_name":"Cyclone (programming language)","score":0.25316691398620605},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13928008079528809},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.1066041886806488}],"concepts":[{"id":"https://openalex.org/C181654704","wikidata":"https://www.wikidata.org/wiki/Q140588","display_name":"Typhoon","level":2,"score":0.8976705074310303},{"id":"https://openalex.org/C29141058","wikidata":"https://www.wikidata.org/wiki/Q8092","display_name":"Tropical cyclone","level":2,"score":0.8442801237106323},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.6489940285682678},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.513344943523407},{"id":"https://openalex.org/C193436682","wikidata":"https://www.wikidata.org/wiki/Q2513417","display_name":"Tropical cyclone scales","level":4,"score":0.5081772804260254},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.47368481755256653},{"id":"https://openalex.org/C2993260117","wikidata":"https://www.wikidata.org/wiki/Q98","display_name":"Pacific basin","level":2,"score":0.4612610936164856},{"id":"https://openalex.org/C181843262","wikidata":"https://www.wikidata.org/wiki/Q640492","display_name":"Digital elevation model","level":2,"score":0.4515992999076843},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4225025475025177},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.407754123210907},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.39079344272613525},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.2944043278694153},{"id":"https://openalex.org/C2777864850","wikidata":"https://www.wikidata.org/wiki/Q79598","display_name":"Cyclone (programming language)","level":3,"score":0.25316691398620605},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13928008079528809},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.1066041886806488},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3494255","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3494255","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G1242683918","display_name":null,"funder_award_id":"BK20220646","funder_id":"https://openalex.org/F4320329865","funder_display_name":"Social Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G1786896591","display_name":null,"funder_award_id":"62206115","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2543722175","display_name":null,"funder_award_id":"2021ZD0112200","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329865","display_name":"Social Science Foundation of Jiangsu Province","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1645858368","https://openalex.org/W1991339015","https://openalex.org/W2003788277","https://openalex.org/W2012330934","https://openalex.org/W2038518524","https://openalex.org/W2078770669","https://openalex.org/W2099346501","https://openalex.org/W2127788474","https://openalex.org/W2157949323","https://openalex.org/W2161969291","https://openalex.org/W2173836821","https://openalex.org/W2194775991","https://openalex.org/W2293942044","https://openalex.org/W2468077803","https://openalex.org/W2766880682","https://openalex.org/W2887522866","https://openalex.org/W2901210418","https://openalex.org/W3061312858","https://openalex.org/W3080794575","https://openalex.org/W3088335020","https://openalex.org/W3155668074","https://openalex.org/W3168256178","https://openalex.org/W4280638911","https://openalex.org/W4315651321","https://openalex.org/W4317107245","https://openalex.org/W4321479608","https://openalex.org/W4366413077","https://openalex.org/W4377238622","https://openalex.org/W4385245566","https://openalex.org/W4387676981","https://openalex.org/W4390738760","https://openalex.org/W4390872751","https://openalex.org/W4391033786","https://openalex.org/W4392762418","https://openalex.org/W4402727949","https://openalex.org/W6732480879","https://openalex.org/W6857931244"],"related_works":["https://openalex.org/W2391552356","https://openalex.org/W1727496047","https://openalex.org/W2174860892","https://openalex.org/W2606526000","https://openalex.org/W2593434578","https://openalex.org/W4399612186","https://openalex.org/W2304457406","https://openalex.org/W2382685033","https://openalex.org/W1992168857","https://openalex.org/W2978047058"],"abstract_inverted_index":{"This":[0],"article":[1],"presents":[2],"a":[3,59,112,121],"novel":[4],"temporal-differential":[5,45,60],"attention":[6,62],"rapid":[7,16],"intensification":[8,17],"(TDA-RI)":[9],"model":[10,27,134,159,173],"for":[11,186],"predicting":[12],"tropical":[13],"cyclone":[14],"(TC)":[15],"(RI)":[18],"in":[19,82,103,163],"the":[20,33,39,72,104,132,157,172],"western":[21],"North":[22],"Pacific":[23],"(WNP)":[24],"Basin.":[25],"The":[26,65,91,107],"leverages":[28],"satellite":[29],"image":[30,77,85],"data":[31],"from":[32,116],"Digital":[34],"Typhoon":[35],"dataset,":[36],"effectively":[37],"capturing":[38,79,96],"characteristics":[40],"of":[41,76,101,147,165],"TC":[42],"RI":[43,137,188],"through":[44],"images.":[46],"It":[47],"incorporates":[48],"two":[49],"key":[50],"components:":[51],"an":[52],"intensity":[53,69,83,181],"embedding":[54],"spatial-temporal":[55,73],"(IEST)":[56],"module,":[57],"and":[58,84,89,98,120,143,149,167],"normed":[61],"(TDNA)":[63],"module.":[64],"IEST":[66],"module":[67,93],"embeds":[68],"information":[70],"into":[71,111],"(ST)":[74],"contexts":[75],"sequences,":[78],"dynamic":[80],"changes":[81,97],"features":[86],"over":[87],"time":[88],"space.":[90],"TDNA":[92],"focuses":[94],"on":[95],"evolution":[99],"patterns":[100],"TCs":[102],"temporal":[105],"dimension.":[106],"dataset":[108,114,123],"is":[109],"divided":[110],"training":[113],"spanning":[115],"1989":[117],"to":[118,126,153],"2017":[119],"test":[122],"covering":[124],"2018":[125],"2022.":[127],"Experimental":[128],"results":[129],"demonstrate":[130],"that":[131],"TDA-RI":[133,158],"exhibits":[135],"excellent":[136],"predictive":[138],"capabilities,":[139],"achieving":[140],"ROC":[141],"AUC":[142,145],"PR":[144],"scores":[146],"0.901":[148],"0.465,":[150],"respectively.":[151],"Compared":[152],"other":[154],"advanced":[155],"models,":[156],"shows":[160],"significant":[161],"advantages":[162],"terms":[164],"recall":[166],"false":[168],"positive":[169],"rate.":[170],"Furthermore,":[171],"can":[174],"achieve":[175],"satisfactory":[176],"performance":[177],"even":[178],"without":[179],"historical":[180],"information,":[182],"highlighting":[183],"its":[184],"potential":[185],"real-time":[187],"forecasting.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}