{"id":"https://openalex.org/W4406949803","doi":"https://doi.org/10.1109/ihtc61819.2024.10855081","title":"A Novel Multi-Speed Dilated Convolutional Deep Neural Network Architecture for Meteorological Forecasting","display_name":"A Novel Multi-Speed Dilated Convolutional Deep Neural Network Architecture for Meteorological Forecasting","publication_year":2024,"publication_date":"2024-11-27","ids":{"openalex":"https://openalex.org/W4406949803","doi":"https://doi.org/10.1109/ihtc61819.2024.10855081"},"language":"en","primary_location":{"id":"doi:10.1109/ihtc61819.2024.10855081","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ihtc61819.2024.10855081","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Humanitarian Technologies Conference (IHTC)","raw_type":"proceedings-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/A5000811181","display_name":"Donato Impedovo","orcid":"https://orcid.org/0000-0002-9285-2555"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Donato Impedovo","raw_affiliation_strings":["University of Bari Aldo Moro,Department of Computer Science,Bari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bari Aldo Moro,Department of Computer Science,Bari,Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053161653","display_name":"Vincenzo Gattulli","orcid":"https://orcid.org/0000-0002-5336-3687"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vincenzo Gattulli","raw_affiliation_strings":["University of Bari Aldo Moro,Department of Computer Science,Bari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bari Aldo Moro,Department of Computer Science,Bari,Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091906315","display_name":"Lucia Sarcinella","orcid":"https://orcid.org/0000-0002-8550-8588"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lucia Sarcinella","raw_affiliation_strings":["University of Bari Aldo Moro,Department of Computer Science,Bari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bari Aldo Moro,Department of Computer Science,Bari,Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072202288","display_name":"Davide Veneto","orcid":"https://orcid.org/0000-0002-0000-906X"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Veneto","raw_affiliation_strings":["University of Bari Aldo Moro,Department of Computer Science,Bari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bari Aldo Moro,Department of Computer Science,Bari,Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036633931","display_name":"Giuseppe Satalino","orcid":"https://orcid.org/0000-0003-1566-5497"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Satalino","raw_affiliation_strings":["National Research Council (CNR), Institute for the Electromagnetic Survey of the Environment (IREA),Bari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Council (CNR), Institute for the Electromagnetic Survey of the Environment (IREA),Bari,Italy","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000346563","display_name":"Anna Balenzano","orcid":"https://orcid.org/0000-0002-9355-9035"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Anna Balenzano","raw_affiliation_strings":["National Research Council (CNR), Institute for the Electromagnetic Survey of the Environment (IREA),Bari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Council (CNR), Institute for the Electromagnetic Survey of the Environment (IREA),Bari,Italy","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031853749","display_name":"Francesco Lovergine","orcid":"https://orcid.org/0000-0002-8084-2122"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Lovergine","raw_affiliation_strings":["National Research Council (CNR), Institute for the Electromagnetic Survey of the Environment (IREA),Bari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Council (CNR), Institute for the Electromagnetic Survey of the Environment (IREA),Bari,Italy","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031636729","display_name":"Cinzia Albertini","orcid":"https://orcid.org/0000-0003-3078-3627"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cinzia Albertini","raw_affiliation_strings":["National Research Council (CNR), Institute for the Electromagnetic Survey of the Environment (IREA),Bari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Council (CNR), Institute for the Electromagnetic Survey of the Environment (IREA),Bari,Italy","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033675320","display_name":"Davide Palmisano","orcid":"https://orcid.org/0000-0003-2526-1330"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Palmisano","raw_affiliation_strings":["National Research Council (CNR), Institute for the Electromagnetic Survey of the Environment (IREA),Bari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Council (CNR), Institute for the Electromagnetic Survey of the Environment (IREA),Bari,Italy","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091232821","display_name":"Francesco Mattia","orcid":"https://orcid.org/0000-0002-0180-564X"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Mattia","raw_affiliation_strings":["National Research Council (CNR), Institute for the Electromagnetic Survey of the Environment (IREA),Bari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Council (CNR), Institute for the Electromagnetic Survey of the Environment (IREA),Bari,Italy","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051563850","display_name":"Sergio Ruggieri","orcid":"https://orcid.org/0000-0002-3852-9335"},"institutions":[{"id":"https://openalex.org/I4210088917","display_name":"Cereal Research Centre","ror":"https://ror.org/007bjx395","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210088917","https://openalex.org/I4210125105"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sergio Ruggieri","raw_affiliation_strings":["Council for Agricultural Research and Analysis of Agricultural Economics (CREA), Agriculture and Environment (CREA-AA),Bari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Council for Agricultural Research and Analysis of Agricultural Economics (CREA), Agriculture and Environment (CREA-AA),Bari,Italy","institution_ids":["https://openalex.org/I4210088917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062826246","display_name":"Pasquale Garofalo","orcid":"https://orcid.org/0000-0001-7696-6475"},"institutions":[{"id":"https://openalex.org/I4210088917","display_name":"Cereal Research Centre","ror":"https://ror.org/007bjx395","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210088917","https://openalex.org/I4210125105"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pasquale Garofalo","raw_affiliation_strings":["Council for Agricultural Research and Analysis of Agricultural Economics (CREA), Agriculture and Environment (CREA-AA),Bari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Council for Agricultural Research and Analysis of Agricultural Economics (CREA), Agriculture and Environment (CREA-AA),Bari,Italy","institution_ids":["https://openalex.org/I4210088917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026288161","display_name":"Michele Rinaldi","orcid":"https://orcid.org/0000-0002-1211-8052"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michele Rinaldi","raw_affiliation_strings":["Cerealicoltura e Colture Industriali (CREA-CI),Foggia,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cerealicoltura e Colture Industriali (CREA-CI),Foggia,Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037004358","display_name":"Vito Iacobellis","orcid":"https://orcid.org/0000-0002-8691-8271"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vito Iacobellis","raw_affiliation_strings":["Politecnico di BariDipartimento di Ingegneria Civile, Ambientale, del Territorio, Edile e di Chimica (DICATECh),Bari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di BariDipartimento di Ingegneria Civile, Ambientale, del Territorio, Edile e di Chimica (DICATECh),Bari,Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048973735","display_name":"Andrea Gioia","orcid":"https://orcid.org/0000-0002-9539-529X"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Gioia","raw_affiliation_strings":["Politecnico di BariDipartimento di Ingegneria Civile, Ambientale, del Territorio, Edile e di Chimica (DICATECh),Bari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di BariDipartimento di Ingegneria Civile, Ambientale, del Territorio, Edile e di Chimica (DICATECh),Bari,Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057604650","display_name":"Luigi Nardella","orcid":"https://orcid.org/0009-0002-4148-0306"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luigi Nardella","raw_affiliation_strings":["Consorzio per la Bonifica Della Capitanata,Foggia,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Consorzio per la Bonifica Della Capitanata,Foggia,Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113302407","display_name":"Michele Di Cataldo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michele Di Cataldo","raw_affiliation_strings":["Consorzio per la Bonifica Della Capitanata,Foggia,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Consorzio per la Bonifica Della Capitanata,Foggia,Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105031709","display_name":"Nicoletta Noviello","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nicoletta Noviello","raw_affiliation_strings":["Consorzio per la Bonifica Della Capitanata,Foggia,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Consorzio per la Bonifica Della Capitanata,Foggia,Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018465843","display_name":"Rocchina Guarini","orcid":null},"institutions":[{"id":"https://openalex.org/I2800530175","display_name":"Agenzia Spaziale Italiana","ror":"https://ror.org/034zgem50","country_code":"IT","type":"government","lineage":["https://openalex.org/I2800530175"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rocchina Guarini","raw_affiliation_strings":["Italian Space Agency (ASI),Rome,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Italian Space Agency (ASI),Rome,Italy","institution_ids":["https://openalex.org/I2800530175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084084281","display_name":"Maria Virelli","orcid":null},"institutions":[{"id":"https://openalex.org/I2800530175","display_name":"Agenzia Spaziale Italiana","ror":"https://ror.org/034zgem50","country_code":"IT","type":"government","lineage":["https://openalex.org/I2800530175"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Virelli","raw_affiliation_strings":["Italian Space Agency (ASI),Rome,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Italian Space Agency (ASI),Rome,Italy","institution_ids":["https://openalex.org/I2800530175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112042745","display_name":"Paolo Sacco","orcid":null},"institutions":[{"id":"https://openalex.org/I2800530175","display_name":"Agenzia Spaziale Italiana","ror":"https://ror.org/034zgem50","country_code":"IT","type":"government","lineage":["https://openalex.org/I2800530175"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Sacco","raw_affiliation_strings":["Italian Space Agency (ASI),Rome,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Italian Space Agency (ASI),Rome,Italy","institution_ids":["https://openalex.org/I2800530175"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008333546","display_name":"Deodato Tapete","orcid":"https://orcid.org/0000-0002-7242-4473"},"institutions":[{"id":"https://openalex.org/I2800530175","display_name":"Agenzia Spaziale Italiana","ror":"https://ror.org/034zgem50","country_code":"IT","type":"government","lineage":["https://openalex.org/I2800530175"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Donato Tapete","raw_affiliation_strings":["Italian Space Agency (ASI),Rome,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Italian Space Agency (ASI),Rome,Italy","institution_ids":["https://openalex.org/I2800530175"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":22,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2336,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.58422013,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.8202000260353088,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.8202000260353088,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.7896999716758728,"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/T13018","display_name":"Seismology and Earthquake Studies","score":0.7483000159263611,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7523959875106812},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7282404899597168},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6097202301025391},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5244743824005127},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.48575547337532043},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4676978588104248},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.06353846192359924}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7523959875106812},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7282404899597168},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6097202301025391},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5244743824005127},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.48575547337532043},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4676978588104248},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.06353846192359924},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ihtc61819.2024.10855081","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ihtc61819.2024.10855081","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Humanitarian Technologies Conference (IHTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W3019433526","https://openalex.org/W3083548522","https://openalex.org/W3152611657","https://openalex.org/W4285682248","https://openalex.org/W4313830062","https://openalex.org/W4318159339","https://openalex.org/W4384526011","https://openalex.org/W4385697379","https://openalex.org/W4386986621","https://openalex.org/W4389489678","https://openalex.org/W4390684608"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W4226493464","https://openalex.org/W3215138031","https://openalex.org/W3133861977","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4321369474","https://openalex.org/W4285208911","https://openalex.org/W2951211570","https://openalex.org/W3103566983"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,21,74,105,128,192],"novel":[4],"Multi-Speed":[5],"Dilated":[6],"Convolutional":[7],"Deep":[8],"Neural":[9],"Network":[10],"(MSDC)":[11],"architecture":[12,25,199],"for":[13,217,231],"accurate":[14,232],"weather":[15,135,182,233],"forecasting.":[16,234],"The":[17,38,64,122,148,169,196],"MSDC":[18,123,174],"model":[19,39,57,80,124,175],"employs":[20],"multi-scale":[22,197],"parallel":[23,46,68,93,201],"convolutional":[24,69,96,118,198],"to":[26,56,81,83,94,140],"capture":[27],"local":[28,227],"features":[29,114],"and":[30,88,109,119,145,158,161,166,188,207,211,224,228],"long-term":[31],"temporal":[32,62],"dependencies":[33],"in":[34,137],"time":[35,42,100],"series":[36,43,101],"data.":[37],"ingests":[40],"input":[41,59,99],"through":[44,73,104],"multiple":[45],"branches,":[47,97],"each":[48],"applying":[49],"causal":[50],"convolutions":[51],"with":[52,200],"varying":[53],"dilation":[54,205],"rates":[55,206],"the":[58,67,79,95,98,110,173,185,208],"at":[60],"different":[61,86,204],"resolutions.":[63],"output":[65,112],"from":[66,85,134,221],"branches":[70,202],"then":[71],"passes":[72,103],"multi-head":[75],"self-attention":[76,209],"layer,":[77,108],"allowing":[78],"attend":[82],"information":[84],"positions":[87],"representational":[89],"subspaces":[90],"jointly.":[91],"In":[92],"also":[102],"recurrent":[106,120],"LSTM":[107,212],"combined":[111],"integrates":[113],"gathered":[115],"by":[116],"both":[117],"streams.":[121],"was":[125,151],"evaluated":[126],"on":[127],"dataset":[129],"comprising":[130],"historical":[131],"meteorological":[132],"data":[133,223],"stations":[136],"Apulia,":[138],"Italy,":[139],"predict":[141],"rainfall,":[142],"air":[143],"temperature,":[144],"wind":[146],"speed.":[147],"model's":[149],"performance":[150],"compared":[152],"against":[153],"shallow":[154],"learning":[155,163,218],"algorithms":[156],"(SVR":[157],"Random":[159],"Forest)":[160],"deep":[162],"models":[164,179],"(TCN":[165],"Standard":[167],"Transformer).":[168],"results":[170],"demonstrate":[171],"that":[172],"consistently":[176],"outperforms":[177],"other":[178],"across":[180],"various":[181],"stations,":[183],"achieving":[184],"lowest":[186],"MAE":[187],"RMSE":[189],"while":[190],"maintaining":[191],"competitive":[193],"R2":[194],"value.":[195],"having":[203],"mechanism":[210],"provide":[213],"an":[214],"apt":[215],"configuration":[216],"robust":[219],"representations":[220],"sequence":[222],"effectively":[225],"capturing":[226],"global":[229],"patterns":[230]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
