{"id":"https://openalex.org/W4399730747","doi":"https://doi.org/10.3390/rs16122207","title":"Contribution from the Western Pacific Subtropical High Index to a Deep Learning Typhoon Rainfall Forecast Model","display_name":"Contribution from the Western Pacific Subtropical High Index to a Deep Learning Typhoon Rainfall Forecast Model","publication_year":2024,"publication_date":"2024-06-17","ids":{"openalex":"https://openalex.org/W4399730747","doi":"https://doi.org/10.3390/rs16122207"},"language":"en","primary_location":{"id":"doi:10.3390/rs16122207","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16122207","pdf_url":"https://www.mdpi.com/2072-4292/16/12/2207/pdf?version=1718638754","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/2072-4292/16/12/2207/pdf?version=1718638754","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109733975","display_name":"Zhou Fang","orcid":null},"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":"Zhou Fang","raw_affiliation_strings":["School of Atmospheric Physics, Nanjing University of Information Science and Technology, Nanjing 211800, China"],"affiliations":[{"raw_affiliation_string":"School of Atmospheric Physics, Nanjing University of Information Science and Technology, Nanjing 211800, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025131294","display_name":"Kevin K. W. Cheung","orcid":"https://orcid.org/0000-0002-1204-3089"},"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":true,"raw_author_name":"Kevin K. W. Cheung","raw_affiliation_strings":["School of Emergency Management, Nanjing University of Information Science and Technology, Nanjing 211800, China"],"affiliations":[{"raw_affiliation_string":"School of Emergency Management, Nanjing University of Information Science and Technology, Nanjing 211800, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100605568","display_name":"Yuanjian Yang","orcid":"https://orcid.org/0000-0003-3486-6286"},"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":"Yuanjian Yang","raw_affiliation_strings":["School of Atmospheric Physics, Nanjing University of Information Science and Technology, Nanjing 211800, China"],"affiliations":[{"raw_affiliation_string":"School of Atmospheric Physics, Nanjing University of Information Science and Technology, Nanjing 211800, China","institution_ids":["https://openalex.org/I200845125"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5025131294"],"corresponding_institution_ids":["https://openalex.org/I200845125"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.2042,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.75340172,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"16","issue":"12","first_page":"2207","last_page":"2207"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11483","display_name":"Tropical and Extratropical Cyclones Research","score":0.9941999912261963,"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":0.9941999912261963,"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/T13177","display_name":"Geological and Geophysical Studies","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"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":0.9301000237464905,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/typhoon","display_name":"Typhoon","score":0.880521297454834},{"id":"https://openalex.org/keywords/subtropical-ridge","display_name":"Subtropical ridge","score":0.6222640872001648},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.5878506898880005},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.583966076374054},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5324738025665283},{"id":"https://openalex.org/keywords/subtropics","display_name":"Subtropics","score":0.4159044325351715},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3899328112602234},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2842625379562378},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.21517756581306458},{"id":"https://openalex.org/keywords/precipitation","display_name":"Precipitation","score":0.17198774218559265},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.10449647903442383}],"concepts":[{"id":"https://openalex.org/C181654704","wikidata":"https://www.wikidata.org/wiki/Q140588","display_name":"Typhoon","level":2,"score":0.880521297454834},{"id":"https://openalex.org/C160945548","wikidata":"https://www.wikidata.org/wiki/Q972926","display_name":"Subtropical ridge","level":3,"score":0.6222640872001648},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.5878506898880005},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.583966076374054},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5324738025665283},{"id":"https://openalex.org/C14168384","wikidata":"https://www.wikidata.org/wiki/Q16305538","display_name":"Subtropics","level":2,"score":0.4159044325351715},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3899328112602234},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2842625379562378},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.21517756581306458},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.17198774218559265},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.10449647903442383},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16122207","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16122207","pdf_url":"https://www.mdpi.com/2072-4292/16/12/2207/pdf?version=1718638754","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:6e8b17e3375a45afb4476dec6d2487eb","is_oa":true,"landing_page_url":"https://doaj.org/article/6e8b17e3375a45afb4476dec6d2487eb","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 16, Iss 12, p 2207 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16122207","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16122207","pdf_url":"https://www.mdpi.com/2072-4292/16/12/2207/pdf?version=1718638754","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":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399730747.pdf"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W2010437293","https://openalex.org/W2101234009","https://openalex.org/W2111286455","https://openalex.org/W2127016675","https://openalex.org/W2164117960","https://openalex.org/W2517555749","https://openalex.org/W2639416113","https://openalex.org/W2885645126","https://openalex.org/W2947408880","https://openalex.org/W2948348237","https://openalex.org/W3000484934","https://openalex.org/W3025949386","https://openalex.org/W3033122521","https://openalex.org/W3037369538","https://openalex.org/W3113639786","https://openalex.org/W3114394032","https://openalex.org/W3135028703","https://openalex.org/W3179950556","https://openalex.org/W3185606407","https://openalex.org/W3193795893","https://openalex.org/W4206973253","https://openalex.org/W4210936904","https://openalex.org/W4214604383","https://openalex.org/W4220783220","https://openalex.org/W4220952814","https://openalex.org/W4224256069","https://openalex.org/W4226551898","https://openalex.org/W4280650853","https://openalex.org/W4282933419","https://openalex.org/W4283079459","https://openalex.org/W4289535312","https://openalex.org/W4289639880","https://openalex.org/W4291016023","https://openalex.org/W4293019143","https://openalex.org/W4293873134","https://openalex.org/W4296126282","https://openalex.org/W4300816731","https://openalex.org/W4311881576","https://openalex.org/W4323838243","https://openalex.org/W4360999839","https://openalex.org/W4380143034","https://openalex.org/W4388047962","https://openalex.org/W4390613655","https://openalex.org/W4391225075","https://openalex.org/W4392737757","https://openalex.org/W4393193504","https://openalex.org/W6675354045","https://openalex.org/W6763666914","https://openalex.org/W6853441463"],"related_works":["https://openalex.org/W2390908336","https://openalex.org/W2391680185","https://openalex.org/W2361088244","https://openalex.org/W2372316241","https://openalex.org/W1917196759","https://openalex.org/W2806335775","https://openalex.org/W2357616099","https://openalex.org/W2375056748","https://openalex.org/W2347582556","https://openalex.org/W2352835918"],"abstract_inverted_index":{"In":[0,179],"this":[1,180],"study,":[2],"a":[3,67,108,122],"tropical":[4],"cyclone":[5],"or":[6],"typhoon":[7,41,102],"rainfall":[8,21,37],"forecast":[9,18,105],"model":[10,33,106,157,183,210],"based":[11,128],"on":[12,129],"Random":[13],"Forest":[14],"is":[15,167],"developed":[16],"to":[17,31,151],"the":[19,32,54,64,71,80,85,93,97,130,147,156,174,182,187,205,209,213,223],"daily":[20],"at":[22],"133":[23],"weather":[24],"stations":[25,145,172],"in":[26,79,146,173,199,211],"China.":[27],"The":[28,104,163],"input":[29],"factors":[30],"training":[34,131],"process":[35],"include":[36],"observations":[38],"during":[39],"1960\u20132018,":[40],"information":[42,47],"(position":[43,48],"and":[44,49,51,69,88,99,121,140,197,217],"intensity),":[45],"station":[46,68],"altitude),":[50],"properties":[52,74],"of":[53,92,101,111,116,118,125,161,165,194,208,219,222],"western":[55],"Pacific":[56],"subtropical":[57,72,86,94],"high.":[58],"Model":[59],"evaluation":[60],"shows":[61,204],"that":[62],"besides":[63],"distance":[65],"between":[66],"cyclone,":[70],"high":[73,78,95,206],"are":[75,134],"ranked":[76],"very":[77],"model\u2019s":[81],"feature":[82],"importance,":[83],"especially":[84],"ridgeline,":[87],"intensity.":[89],"These":[90],"aspects":[91],"influence":[96],"location":[98],"timing":[100,218],"landfall.":[103],"has":[107],"correlation":[109],"coefficient":[110],"about":[112],"0.73,":[113],"an":[114],"Index":[115],"Agreement":[117],"nearly":[119],"0.8,":[120],"mean":[123],"bias":[124],"1.28":[126],"mm":[127],"dataset.":[132],"Biases":[133],"consistently":[135],"low,":[136],"with":[137],"both":[138],"positive":[139],"negative":[141],"signs,":[142],"for":[143,170],"target":[144,171],"outer":[148],"rainband":[149],"(up":[150],"1000":[152],"km,":[153],"beyond":[154],"which":[155],"does":[158],"not":[159],"forecast)":[160],"typhoons.":[162,226],"range":[164],"biases":[166],"much":[168],"larger":[169],"inner-core":[175],"(0\u2013200":[176],"km)":[177],"region.":[178],"region,":[181],"mostly":[184],"overestimates":[185],"(underestimates)":[186],"small":[188],"(large)":[189],"rain":[190,215],"rates.":[191],"Cases":[192],"study":[193],"Typhoon":[195],"Doksuri":[196],"Talim":[198],"2023,":[200],"as":[201],"independent":[202],"cases,":[203],"performance":[207],"forecasting":[212],"peak":[214],"rates":[216],"their":[220],"occurrence":[221],"two":[224],"impactful":[225]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
