{"id":"https://openalex.org/W2964085201","doi":"https://doi.org/10.1609/aaai.v33i01.3301468","title":"Predicting Hurricane Trajectories Using a Recurrent Neural Network","display_name":"Predicting Hurricane Trajectories Using a Recurrent Neural Network","publication_year":2019,"publication_date":"2019-07-17","ids":{"openalex":"https://openalex.org/W2964085201","doi":"https://doi.org/10.1609/aaai.v33i01.3301468","mag":"2964085201"},"language":"en","primary_location":{"id":"doi:10.1609/aaai.v33i01.3301468","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v33i01.3301468","pdf_url":"https://aaai.org/ojs/index.php/AAAI/article/download/3819/3697","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://aaai.org/ojs/index.php/AAAI/article/download/3819/3697","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037186509","display_name":"Sheila Alemany","orcid":null},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sheila Alemany","raw_affiliation_strings":["Florida International University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Florida International University","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028556770","display_name":"Jonathan Beltran","orcid":null},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan Beltran","raw_affiliation_strings":["Florida International University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Florida International University","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070960548","display_name":"Adri\u00e1n Santamar\u00eda P\u00e9rez","orcid":"https://orcid.org/0000-0003-1573-1132"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adrian Perez","raw_affiliation_strings":["Florida International University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Florida International University","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081380385","display_name":"Sam Ganzfried","orcid":"https://orcid.org/0000-0002-7933-1069"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sam Ganzfried","raw_affiliation_strings":["Ganzfried Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ganzfried Research","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5037186509"],"corresponding_institution_ids":["https://openalex.org/I19700959"],"apc_list":null,"apc_paid":null,"fwci":151.0663,"has_fulltext":true,"cited_by_count":132,"citation_normalized_percentile":{"value":1.0,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"33","issue":"01","first_page":"468","last_page":"475"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11483","display_name":"Tropical and Extratropical Cyclones Research","score":0.9969000220298767,"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":0.9969000220298767,"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.9768000245094299,"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"}},{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.972599983215332,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/trajectory","display_name":"Trajectory","score":0.7697923183441162},{"id":"https://openalex.org/keywords/landfall","display_name":"Landfall","score":0.7675129175186157},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.7658126354217529},{"id":"https://openalex.org/keywords/tropical-cyclone","display_name":"Tropical cyclone","score":0.5918241143226624},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.5785658359527588},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5367843508720398},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.516883373260498},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46672406792640686},{"id":"https://openalex.org/keywords/longitude","display_name":"Longitude","score":0.43675413727760315},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4210214614868164},{"id":"https://openalex.org/keywords/truncation","display_name":"Truncation (statistics)","score":0.4202324450016022},{"id":"https://openalex.org/keywords/latitude","display_name":"Latitude","score":0.33806881308555603},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2001442313194275},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.19227781891822815},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19007012248039246},{"id":"https://openalex.org/keywords/geodesy","display_name":"Geodesy","score":0.09572306275367737}],"concepts":[{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.7697923183441162},{"id":"https://openalex.org/C163379243","wikidata":"https://www.wikidata.org/wiki/Q2551132","display_name":"Landfall","level":3,"score":0.7675129175186157},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.7658126354217529},{"id":"https://openalex.org/C29141058","wikidata":"https://www.wikidata.org/wiki/Q8092","display_name":"Tropical cyclone","level":2,"score":0.5918241143226624},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5785658359527588},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5367843508720398},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.516883373260498},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46672406792640686},{"id":"https://openalex.org/C2780554747","wikidata":"https://www.wikidata.org/wiki/Q36477","display_name":"Longitude","level":3,"score":0.43675413727760315},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4210214614868164},{"id":"https://openalex.org/C106195933","wikidata":"https://www.wikidata.org/wiki/Q7847935","display_name":"Truncation (statistics)","level":2,"score":0.4202324450016022},{"id":"https://openalex.org/C122523270","wikidata":"https://www.wikidata.org/wiki/Q34027","display_name":"Latitude","level":2,"score":0.33806881308555603},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2001442313194275},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.19227781891822815},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19007012248039246},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.09572306275367737},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1609/aaai.v33i01.3301468","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v33i01.3301468","pdf_url":"https://aaai.org/ojs/index.php/AAAI/article/download/3819/3697","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1609/aaai.v33i01.3301468","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v33i01.3301468","pdf_url":"https://aaai.org/ojs/index.php/AAAI/article/download/3819/3697","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.6800000071525574}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332181","display_name":"National Oceanic and Atmospheric Administration","ror":"https://ror.org/02z5nhe81"},{"id":"https://openalex.org/F4320338424","display_name":"NOAA's Atlantic Oceanographic and Meteorological Laboratory","ror":"https://ror.org/042r9xb17"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2964085201.pdf","grobid_xml":"https://content.openalex.org/works/W2964085201.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1570448133","https://openalex.org/W1924770834","https://openalex.org/W1951216520","https://openalex.org/W1957051317","https://openalex.org/W1995952828","https://openalex.org/W1996005821","https://openalex.org/W1998442441","https://openalex.org/W2006731293","https://openalex.org/W2021418005","https://openalex.org/W2046904226","https://openalex.org/W2095705004","https://openalex.org/W2113350326","https://openalex.org/W2121209170","https://openalex.org/W2153911781","https://openalex.org/W2176026935","https://openalex.org/W2498979687","https://openalex.org/W2758664832","https://openalex.org/W4247293310","https://openalex.org/W4300451108","https://openalex.org/W4302375066"],"related_works":["https://openalex.org/W4221114406","https://openalex.org/W4223480866","https://openalex.org/W4285787393","https://openalex.org/W4308447165","https://openalex.org/W1994855700","https://openalex.org/W3128028489","https://openalex.org/W2766567630","https://openalex.org/W2106323460","https://openalex.org/W2052623643","https://openalex.org/W2762162456"],"abstract_inverted_index":{"Hurricanes":[0],"are":[1],"cyclones":[2],"circulating":[3],"about":[4],"a":[5,54,71,86,116],"defined":[6],"center":[7],"whose":[8],"closed":[9],"wind":[10,99],"speeds":[11],"exceed":[12],"75":[13],"mph":[14],"originating":[15],"over":[16,85],"tropical":[17],"and":[18,42,49,101,136],"subtropical":[19],"waters.":[20],"At":[21],"landfall,":[22],"hurricanes":[23],"can":[24,137],"result":[25],"in":[26,62],"severe":[27],"disasters.":[28],"The":[29],"accuracy":[30],"of":[31,51,70,79,115,144],"predicting":[32],"their":[33,96],"trajectory":[34,78,114],"paths":[35],"is":[36,127],"critical":[37],"to":[38,75,89,111,129,140],"reduce":[39,90],"economic":[40],"loss":[41],"save":[43],"human":[44],"lives.":[45],"Given":[46],"the":[47,68,77,83,106,113,134],"complexity":[48],"nonlinearity":[50],"weather":[52],"data,":[53],"recurrent":[55],"neural":[56],"network":[57],"(RNN)":[58],"could":[59],"be":[60],"beneficial":[61],"modeling":[63],"hurricane":[64,117,145],"behavior.":[65],"We":[66,81,94],"propose":[67],"application":[69],"fully":[72],"connected":[73],"RNN":[74,84],"predict":[76,112,138],"hurricanes.":[80],"employed":[82,132],"fine":[87],"grid":[88],"typical":[91],"truncation":[92],"errors.":[93],"utilized":[95],"latitude,":[97],"longitude,":[98],"speed,":[100],"pressure":[102],"publicly":[103],"provided":[104],"by":[105,133],"National":[107],"Hurricane":[108],"Center":[109],"(NHC)":[110],"at":[118],"6-hour":[119],"intervals.":[120],"Results":[121],"show":[122],"that":[123],"this":[124],"proposed":[125],"technique":[126],"competitive":[128],"methods":[130],"currently":[131],"NHC":[135],"up":[139],"approximately":[141],"120":[142],"hours":[143],"path.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":24},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":22},{"year":2021,"cited_by_count":24},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":4}],"updated_date":"2026-05-10T08:33:47.465468","created_date":"2025-10-10T00:00:00"}
