{"id":"https://openalex.org/W4313244265","doi":"https://doi.org/10.3390/rs15010119","title":"Advanced Machine Learning Methods for Major Hurricane Forecasting","display_name":"Advanced Machine Learning Methods for Major Hurricane Forecasting","publication_year":2022,"publication_date":"2022-12-26","ids":{"openalex":"https://openalex.org/W4313244265","doi":"https://doi.org/10.3390/rs15010119"},"language":"en","primary_location":{"id":"doi:10.3390/rs15010119","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15010119","pdf_url":"https://www.mdpi.com/2072-4292/15/1/119/pdf?version=1672046541","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/2072-4292/15/1/119/pdf?version=1672046541","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001431884","display_name":"Javier Mart\u00ednez-Amaya","orcid":"https://orcid.org/0000-0001-6436-3845"},"institutions":[{"id":"https://openalex.org/I16097986","display_name":"Universitat de Val\u00e8ncia","ror":"https://ror.org/043nxc105","country_code":"ES","type":"education","lineage":["https://openalex.org/I16097986"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Martinez-Amaya","raw_affiliation_strings":["Image Processing Laboratory, University of Valencia, 46980 Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Image Processing Laboratory, University of Valencia, 46980 Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060585957","display_name":"Cristina Radin","orcid":"https://orcid.org/0000-0003-3969-4583"},"institutions":[{"id":"https://openalex.org/I16097986","display_name":"Universitat de Val\u00e8ncia","ror":"https://ror.org/043nxc105","country_code":"ES","type":"education","lineage":["https://openalex.org/I16097986"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Cristina Radin","raw_affiliation_strings":["Image Processing Laboratory, University of Valencia, 46980 Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Image Processing Laboratory, University of Valencia, 46980 Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007936981","display_name":"Ver\u00f2nica Nieves","orcid":"https://orcid.org/0000-0003-0024-8383"},"institutions":[{"id":"https://openalex.org/I16097986","display_name":"Universitat de Val\u00e8ncia","ror":"https://ror.org/043nxc105","country_code":"ES","type":"education","lineage":["https://openalex.org/I16097986"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Veronica Nieves","raw_affiliation_strings":["Image Processing Laboratory, University of Valencia, 46980 Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Image Processing Laboratory, University of Valencia, 46980 Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007936981"],"corresponding_institution_ids":["https://openalex.org/I16097986"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.2948,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.87782424,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"15","issue":"1","first_page":"119","last_page":"119"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11483","display_name":"Tropical and Extratropical Cyclones Research","score":1.0,"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":1.0,"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":0.9976000189781189,"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/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9951000213623047,"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/atlantic-hurricane","display_name":"Atlantic hurricane","score":0.6130150556564331},{"id":"https://openalex.org/keywords/natural-disaster","display_name":"Natural disaster","score":0.5735810995101929},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5035449862480164},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5000357627868652},{"id":"https://openalex.org/keywords/tropical-cyclone","display_name":"Tropical cyclone","score":0.39675408601760864},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.37358877062797546},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3631315231323242},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.33880525827407837},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.273912250995636},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1861628293991089},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.14086034893989563}],"concepts":[{"id":"https://openalex.org/C35647692","wikidata":"https://www.wikidata.org/wiki/Q2547976","display_name":"Atlantic hurricane","level":3,"score":0.6130150556564331},{"id":"https://openalex.org/C166566181","wikidata":"https://www.wikidata.org/wiki/Q8065","display_name":"Natural disaster","level":2,"score":0.5735810995101929},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5035449862480164},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5000357627868652},{"id":"https://openalex.org/C29141058","wikidata":"https://www.wikidata.org/wiki/Q8092","display_name":"Tropical cyclone","level":2,"score":0.39675408601760864},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.37358877062797546},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3631315231323242},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.33880525827407837},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.273912250995636},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1861628293991089},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14086034893989563}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15010119","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15010119","pdf_url":"https://www.mdpi.com/2072-4292/15/1/119/pdf?version=1672046541","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:ac8a3826a1a94a62a20b167a2887d13d","is_oa":true,"landing_page_url":"https://doaj.org/article/ac8a3826a1a94a62a20b167a2887d13d","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 15, Iss 1, p 119 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/1/119/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15010119","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 15; Issue 1; Pages: 119","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15010119","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15010119","pdf_url":"https://www.mdpi.com/2072-4292/15/1/119/pdf?version=1672046541","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":[{"id":"https://metadata.un.org/sdg/13","score":0.5400000214576721,"display_name":"Climate action"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320318240","display_name":"European Space Agency","ror":"https://ror.org/03wd9za21"},{"id":"https://openalex.org/F4320321864","display_name":"Generalitat Valenciana","ror":"https://ror.org/0097mvx21"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4313244265.pdf","grobid_xml":"https://content.openalex.org/works/W4313244265.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W1645858368","https://openalex.org/W1927628331","https://openalex.org/W1984986238","https://openalex.org/W2047195670","https://openalex.org/W2059813614","https://openalex.org/W2098567410","https://openalex.org/W2099346501","https://openalex.org/W2120352544","https://openalex.org/W2123616509","https://openalex.org/W2128286626","https://openalex.org/W2152063651","https://openalex.org/W2164777277","https://openalex.org/W2170432356","https://openalex.org/W2175281108","https://openalex.org/W2179313963","https://openalex.org/W2261059368","https://openalex.org/W2462370105","https://openalex.org/W2498440341","https://openalex.org/W2583435861","https://openalex.org/W2607981763","https://openalex.org/W2611693220","https://openalex.org/W2624584300","https://openalex.org/W2766018291","https://openalex.org/W2792909360","https://openalex.org/W2809866170","https://openalex.org/W2889347670","https://openalex.org/W2901210418","https://openalex.org/W2906822812","https://openalex.org/W2911349806","https://openalex.org/W2911964244","https://openalex.org/W2914919964","https://openalex.org/W2919354935","https://openalex.org/W2944681516","https://openalex.org/W2947202581","https://openalex.org/W2953716524","https://openalex.org/W2987330292","https://openalex.org/W2997501084","https://openalex.org/W2998068843","https://openalex.org/W3028997242","https://openalex.org/W3037369538","https://openalex.org/W3061312858","https://openalex.org/W3086984429","https://openalex.org/W3132713181","https://openalex.org/W3155668074","https://openalex.org/W3164261338","https://openalex.org/W3165941698","https://openalex.org/W3175484463","https://openalex.org/W3215426448","https://openalex.org/W4223531456","https://openalex.org/W4249374789","https://openalex.org/W4293187177","https://openalex.org/W6782012839"],"related_works":["https://openalex.org/W1992168857","https://openalex.org/W2176592651","https://openalex.org/W1994855700","https://openalex.org/W3007157285","https://openalex.org/W2035761923","https://openalex.org/W2129051690","https://openalex.org/W1553033901","https://openalex.org/W2014102372","https://openalex.org/W2116421468","https://openalex.org/W601796174"],"abstract_inverted_index":{"Hurricanes,":[0],"rapidly":[1],"increasing":[2],"in":[3,7,18,34,42,76,104],"complexity":[4],"and":[5,79],"strength":[6],"a":[8,46],"warmer":[9],"world,":[10],"are":[11,29],"one":[12],"of":[13,37,97],"the":[14,19,25,35,57,61,77],"worst":[15],"natural":[16],"disasters":[17],"21st":[20],"century.":[21],"Further":[22],"studies":[23],"integrating":[24],"changing":[26],"hurricane":[27,73],"features":[28],"thus":[30],"crucial":[31],"to":[32,59,101],"aid":[33],"prediction":[36],"major":[38,91],"hurricanes.":[39],"With":[40],"this":[41],"mind,":[43],"we":[44],"present":[45],"new":[47],"framework":[48,84],"based":[49],"on":[50],"automated":[51],"decision":[52],"tree":[53],"analysis,":[54],"which":[55],"has":[56,85],"capability":[58],"identify":[60],"most":[62],"important":[63],"cloud":[64],"structural":[65],"parameters":[66],"from":[67,99],"GOES":[68],"imagery":[69],"as":[70],"predictors":[71],"for":[72,89],"intensification":[74],"potential":[75],"Atlantic":[78],"Pacific":[80],"oceans.":[81],"The":[82],"proposed":[83],"been":[86],"proved":[87],"effective":[88],"predicting":[90],"hurricanes":[92],"with":[93],"an":[94],"overall":[95],"accuracy":[96],"73%":[98],"6":[100],"54":[102],"h":[103],"advance":[105],"(both":[106],"regions":[107],"combined).":[108]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}