{"id":"https://openalex.org/W7162329468","doi":"https://doi.org/10.1016/j.cageo.2026.106195","title":"ByteStorm: A multi-step data-driven approach for Tropical Cyclones detection and tracking","display_name":"ByteStorm: A multi-step data-driven approach for Tropical Cyclones detection and tracking","publication_year":2026,"publication_date":"2026-05-25","ids":{"openalex":"https://openalex.org/W7162329468","doi":"https://doi.org/10.1016/j.cageo.2026.106195"},"language":"en","primary_location":{"id":"doi:10.1016/j.cageo.2026.106195","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.cageo.2026.106195","pdf_url":null,"source":{"id":"https://openalex.org/S61699894","display_name":"Computers & Geosciences","issn_l":"0098-3004","issn":["0098-3004","1873-7803"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers &amp; Geosciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.cageo.2026.106195","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058397048","display_name":"D Donno","orcid":null},"institutions":[{"id":"https://openalex.org/I142910587","display_name":"University of Salento","ror":"https://ror.org/03fc1k060","country_code":"IT","type":"education","lineage":["https://openalex.org/I142910587"]},{"id":"https://openalex.org/I4210096856","display_name":"Innovation Engineering (Italy)","ror":"https://ror.org/00sxjp357","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210096856"]},{"id":"https://openalex.org/I4210111827","display_name":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","ror":"https://ror.org/01tf11a61","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210111827"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Davide Donno","raw_affiliation_strings":["CMCC Foundation - Euro-Mediterranean Center on Climate Change, Via Marco Biagi, 5, Lecce, Italy","University of Salento, Department of Engineering for Innovation, Via per Monteroni, Lecce, Italy"],"raw_orcid":"https://orcid.org/0009-0001-0440-7962","affiliations":[{"raw_affiliation_string":"CMCC Foundation - Euro-Mediterranean Center on Climate Change, Via Marco Biagi, 5, Lecce, Italy","institution_ids":["https://openalex.org/I4210111827"]},{"raw_affiliation_string":"University of Salento, Department of Engineering for Innovation, Via per Monteroni, Lecce, Italy","institution_ids":["https://openalex.org/I4210096856","https://openalex.org/I142910587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038281463","display_name":"Donatello Elia","orcid":"https://orcid.org/0000-0002-9206-2385"},"institutions":[{"id":"https://openalex.org/I4210111827","display_name":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","ror":"https://ror.org/01tf11a61","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210111827"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Donatello Elia","raw_affiliation_strings":["CMCC Foundation - Euro-Mediterranean Center on Climate Change, Via Marco Biagi, 5, Lecce, Italy"],"raw_orcid":"https://orcid.org/0000-0002-9206-2385","affiliations":[{"raw_affiliation_string":"CMCC Foundation - Euro-Mediterranean Center on Climate Change, Via Marco Biagi, 5, Lecce, Italy","institution_ids":["https://openalex.org/I4210111827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017628619","display_name":"Gabriele Accarino","orcid":"https://orcid.org/0000-0002-2969-1517"},"institutions":[{"id":"https://openalex.org/I4210111827","display_name":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","ror":"https://ror.org/01tf11a61","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210111827"]},{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["IT","US"],"is_corresponding":false,"raw_author_name":"Gabriele Accarino","raw_affiliation_strings":["CMCC Foundation - Euro-Mediterranean Center on Climate Change, Via Marco Biagi, 5, Lecce, Italy","Department of Earth and Environmental Engineering, Columbia University, New York, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-2969-1517","affiliations":[{"raw_affiliation_string":"CMCC Foundation - Euro-Mediterranean Center on Climate Change, Via Marco Biagi, 5, Lecce, Italy","institution_ids":["https://openalex.org/I4210111827"]},{"raw_affiliation_string":"Department of Earth and Environmental Engineering, Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136908318","display_name":"Marco De Carlo","orcid":"https://orcid.org/0009-0003-6965-909X"},"institutions":[{"id":"https://openalex.org/I4210111827","display_name":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","ror":"https://ror.org/01tf11a61","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210111827"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco De Carlo","raw_affiliation_strings":["CMCC Foundation - Euro-Mediterranean Center on Climate Change, Via Marco Biagi, 5, Lecce, Italy"],"raw_orcid":"https://orcid.org/0009-0003-6965-909X","affiliations":[{"raw_affiliation_string":"CMCC Foundation - Euro-Mediterranean Center on Climate Change, Via Marco Biagi, 5, Lecce, Italy","institution_ids":["https://openalex.org/I4210111827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041348739","display_name":"Enrico Scoccimarro","orcid":"https://orcid.org/0000-0001-7987-4744"},"institutions":[{"id":"https://openalex.org/I4210111827","display_name":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","ror":"https://ror.org/01tf11a61","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210111827"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Enrico Scoccimarro","raw_affiliation_strings":["CMCC Foundation - Euro-Mediterranean Center on Climate Change, Via Marco Biagi, 5, Lecce, Italy"],"raw_orcid":"https://orcid.org/0000-0001-7987-4744","affiliations":[{"raw_affiliation_string":"CMCC Foundation - Euro-Mediterranean Center on Climate Change, Via Marco Biagi, 5, Lecce, Italy","institution_ids":["https://openalex.org/I4210111827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035273096","display_name":"Silvio Gualdi","orcid":"https://orcid.org/0000-0001-7777-8935"},"institutions":[{"id":"https://openalex.org/I4210111827","display_name":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","ror":"https://ror.org/01tf11a61","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210111827"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Silvio Gualdi","raw_affiliation_strings":["CMCC Foundation - Euro-Mediterranean Center on Climate Change, Via Marco Biagi, 5, Lecce, Italy"],"raw_orcid":"https://orcid.org/0000-0001-7777-8935","affiliations":[{"raw_affiliation_string":"CMCC Foundation - Euro-Mediterranean Center on Climate Change, Via Marco Biagi, 5, Lecce, Italy","institution_ids":["https://openalex.org/I4210111827"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058397048"],"corresponding_institution_ids":["https://openalex.org/I142910587","https://openalex.org/I4210096856","https://openalex.org/I4210111827"],"apc_list":{"value":3630,"currency":"USD","value_usd":3630},"apc_paid":{"value":3630,"currency":"USD","value_usd":3630},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.68878236,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"214","issue":null,"first_page":"106195","last_page":"106195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11483","display_name":"Tropical and Extratropical Cyclones Research","score":0.9271000027656555,"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":0.9271000027656555,"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/T13018","display_name":"Seismology and Earthquake Studies","score":0.024700000882148743,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11234","display_name":"Precipitation Measurement and Analysis","score":0.0044999998062849045,"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-cyclone","display_name":"Tropical cyclone","score":0.6757000088691711},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.6003000140190125},{"id":"https://openalex.org/keywords/feature-tracking","display_name":"Feature tracking","score":0.2833000123500824},{"id":"https://openalex.org/keywords/radar-tracker","display_name":"Radar tracker","score":0.26989999413490295}],"concepts":[{"id":"https://openalex.org/C29141058","wikidata":"https://www.wikidata.org/wiki/Q8092","display_name":"Tropical cyclone","level":2,"score":0.6757000088691711},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.642799973487854},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.6003000140190125},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.46560001373291016},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.4147000014781952},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.35010001063346863},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2962000072002411},{"id":"https://openalex.org/C2987395694","wikidata":"https://www.wikidata.org/wiki/Q557891","display_name":"Feature tracking","level":3,"score":0.2833000123500824},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27300000190734863},{"id":"https://openalex.org/C32283439","wikidata":"https://www.wikidata.org/wiki/Q1407014","display_name":"Radar tracker","level":3,"score":0.26989999413490295},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2599000036716461}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.cageo.2026.106195","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.cageo.2026.106195","pdf_url":null,"source":{"id":"https://openalex.org/S61699894","display_name":"Computers & Geosciences","issn_l":"0098-3004","issn":["0098-3004","1873-7803"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers &amp; Geosciences","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.cageo.2026.106195","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.cageo.2026.106195","pdf_url":null,"source":{"id":"https://openalex.org/S61699894","display_name":"Computers & Geosciences","issn_l":"0098-3004","issn":["0098-3004","1873-7803"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers &amp; Geosciences","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.7089492678642273,"display_name":"Climate action"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320338450","display_name":"HORIZON EUROPE European Institute of Innovation and Technology","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1645858368","https://openalex.org/W1892592606","https://openalex.org/W1974642911","https://openalex.org/W2008216736","https://openalex.org/W2008261119","https://openalex.org/W2019450357","https://openalex.org/W2027686260","https://openalex.org/W2062440911","https://openalex.org/W2109615115","https://openalex.org/W2112796928","https://openalex.org/W2121745948","https://openalex.org/W2124600831","https://openalex.org/W2124869487","https://openalex.org/W2149926462","https://openalex.org/W2150849139","https://openalex.org/W2524275972","https://openalex.org/W2563906671","https://openalex.org/W2610670795","https://openalex.org/W2743012530","https://openalex.org/W2905387508","https://openalex.org/W2946064216","https://openalex.org/W2966162113","https://openalex.org/W3003708426","https://openalex.org/W3013381223","https://openalex.org/W3027830921","https://openalex.org/W3028110564","https://openalex.org/W3088368485","https://openalex.org/W3112172113","https://openalex.org/W3124511875","https://openalex.org/W3162807349","https://openalex.org/W3210864089","https://openalex.org/W4246227656","https://openalex.org/W4251839054","https://openalex.org/W4286765177","https://openalex.org/W4294740871","https://openalex.org/W4317623132","https://openalex.org/W4362555046","https://openalex.org/W4388176960","https://openalex.org/W4388526622","https://openalex.org/W4394919401","https://openalex.org/W4410813939","https://openalex.org/W7115556040"],"related_works":[],"abstract_inverted_index":{"Accurate":[0],"tropical":[1],"cyclones":[2],"(TCs)":[3],"tracking":[4,18,120],"represents":[5],"a":[6,49],"critical":[7],"challenge":[8],"in":[9,29,122],"the":[10,33,46,98,109,149],"context":[11],"of":[12,36,48,52,124,126,151],"weather":[13],"and":[14,38,42,77,85,128,135,138,142,155,163],"climate":[15],"science.":[16],"Traditional":[17],"schemes":[19],"mainly":[20],"rely":[21],"on":[22,32,108],"subjective":[23],"thresholds,":[24],"which":[25],"may":[26],"introduce":[27],"biases":[28],"their":[30],"skills":[31,121],"geographical":[34],"region":[35],"application":[37],"are":[39,92],"often":[40],"computationally":[41,161],"data-intensive,":[43],"due":[44],"to":[45,71,158,167],"management":[47],"large":[50],"number":[51],"variables.":[53],"We":[54],"present":[55],"ByteStorm":[56,101],",":[57],"an":[58],"efficient":[59,162],"data-driven":[60,165],"framework":[61,117],"for":[62],"reconstructing":[63],"TC":[64,73,95,112,144,168],"tracks.":[65,145],"It":[66],"leverages":[67],"deep":[68,153],"learning":[69,154],"networks":[70],"detect":[72],"centers":[74,91],"(via":[75],"classification":[76],"localization),":[78],"using":[79],"only":[80],"relative":[81],"vorticity":[82],"(850":[83],"mb)":[84],"mean":[86],"sea-level":[87],"pressure.":[88],"Then,":[89],"detected":[90],"linked":[93],"into":[94],"tracks":[96],"through":[97],"BYTE":[99],"algorithm.":[100],"is":[102],"benchmarked":[103],"with":[104],"state-of-the-art":[105],"deterministic":[106],"trackers":[107],"main":[110],"global":[111],"formation":[113],"basins.":[114],"The":[115],"proposed":[116],"achieves":[118],"good":[119],"terms":[123],"Probability":[125],"Detection":[127],"False":[129],"Alarm":[130],"Rate,":[131],"accurately":[132],"reproduces":[133],"Seasonal":[134],"Inter-Annual":[136],"Variability,":[137],"reconstructs":[139],"reliable,":[140],"smooth":[141],"coherent":[143],"These":[146],"results":[147],"highlight":[148],"potential":[150],"integrating":[152],"computer":[156],"vision":[157],"provide":[159],"robust,":[160],"skillful":[164],"alternatives":[166],"tracking.":[169]},"counts_by_year":[],"updated_date":"2026-05-29T06:17:43.578629","created_date":"2026-05-26T00:00:00"}
