{"id":"https://openalex.org/W4214934390","doi":"https://doi.org/10.1109/dese54285.2021.9719499","title":"The Effects of Weather Conditions on COVID-19 Forecasting, the United Arab Emirates as a Reliable Study Case","display_name":"The Effects of Weather Conditions on COVID-19 Forecasting, the United Arab Emirates as a Reliable Study Case","publication_year":2021,"publication_date":"2021-12-07","ids":{"openalex":"https://openalex.org/W4214934390","doi":"https://doi.org/10.1109/dese54285.2021.9719499"},"language":"en","primary_location":{"id":"doi:10.1109/dese54285.2021.9719499","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dese54285.2021.9719499","pdf_url":null,"source":{"id":"https://openalex.org/S4363608546","display_name":"2021 14th International Conference on Developments in eSystems Engineering (DeSE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 14th International Conference on Developments in eSystems Engineering (DeSE)","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/A5087562557","display_name":"Dana I. Abu-Abdoun","orcid":"https://orcid.org/0000-0003-3699-8020"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Dana I. Abu-Abdoun","raw_affiliation_strings":["Indsutrial Engineering and Engineering Management, University of Sharjah,Sharjah,UAE","Indsutrial Engineering and Engineering Management, University of Sharjah, Sharjah, UAE"],"affiliations":[{"raw_affiliation_string":"Indsutrial Engineering and Engineering Management, University of Sharjah,Sharjah,UAE","institution_ids":["https://openalex.org/I29891158"]},{"raw_affiliation_string":"Indsutrial Engineering and Engineering Management, University of Sharjah, Sharjah, UAE","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079933927","display_name":"Sameh Al\u2010Shihabi","orcid":"https://orcid.org/0000-0001-7634-756X"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Sameh Al-Shihabi","raw_affiliation_strings":["Indsutrial Engineering and Engineering Management, University of Sharjah,Sharjah,UAE","Indsutrial Engineering and Engineering Management, University of Sharjah, Sharjah, UAE"],"affiliations":[{"raw_affiliation_string":"Indsutrial Engineering and Engineering Management, University of Sharjah,Sharjah,UAE","institution_ids":["https://openalex.org/I29891158"]},{"raw_affiliation_string":"Indsutrial Engineering and Engineering Management, University of Sharjah, Sharjah, UAE","institution_ids":["https://openalex.org/I29891158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5087562557"],"corresponding_institution_ids":["https://openalex.org/I29891158"],"apc_list":null,"apc_paid":null,"fwci":0.4364,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55895197,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"19","issue":null,"first_page":"50","last_page":"55"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11711","display_name":"COVID-19 Pandemic Impacts","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.7147424221038818},{"id":"https://openalex.org/keywords/weather-prediction","display_name":"Weather prediction","score":0.6163228154182434},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5824894309043884},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5738714933395386},{"id":"https://openalex.org/keywords/weather-forecasting","display_name":"Weather forecasting","score":0.5565598607063293},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.4271904230117798},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.4066256582736969},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37053877115249634},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34215691685676575},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1534813642501831}],"concepts":[{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.7147424221038818},{"id":"https://openalex.org/C2987469573","wikidata":"https://www.wikidata.org/wiki/Q182868","display_name":"Weather prediction","level":2,"score":0.6163228154182434},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5824894309043884},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5738714933395386},{"id":"https://openalex.org/C21001229","wikidata":"https://www.wikidata.org/wiki/Q182868","display_name":"Weather forecasting","level":2,"score":0.5565598607063293},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.4271904230117798},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.4066256582736969},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37053877115249634},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34215691685676575},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1534813642501831},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dese54285.2021.9719499","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dese54285.2021.9719499","pdf_url":null,"source":{"id":"https://openalex.org/S4363608546","display_name":"2021 14th International Conference on Developments in eSystems Engineering (DeSE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 14th International Conference on Developments in eSystems Engineering (DeSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2000613895","https://openalex.org/W2020400579","https://openalex.org/W2064675550","https://openalex.org/W2122382777","https://openalex.org/W2402268235","https://openalex.org/W3014648361","https://openalex.org/W3014916324","https://openalex.org/W3014995369","https://openalex.org/W3026431964","https://openalex.org/W3026500909","https://openalex.org/W3036309913","https://openalex.org/W3039828206","https://openalex.org/W3042316884","https://openalex.org/W3061808290","https://openalex.org/W3085456761","https://openalex.org/W3094915885","https://openalex.org/W3104773244","https://openalex.org/W3123800621","https://openalex.org/W3135843710","https://openalex.org/W3151174434","https://openalex.org/W3153743799","https://openalex.org/W3159654070","https://openalex.org/W3162371057","https://openalex.org/W3167062950","https://openalex.org/W3173166303","https://openalex.org/W3194597946","https://openalex.org/W6775832629","https://openalex.org/W6776135755","https://openalex.org/W6777832392","https://openalex.org/W6786185777","https://openalex.org/W6786204098","https://openalex.org/W6788938896","https://openalex.org/W6791091088","https://openalex.org/W6794582828","https://openalex.org/W6803964248"],"related_works":["https://openalex.org/W4377970672","https://openalex.org/W4391877217","https://openalex.org/W2970320467","https://openalex.org/W4399449843","https://openalex.org/W2789124470","https://openalex.org/W3127901020","https://openalex.org/W4210762563","https://openalex.org/W2998567488","https://openalex.org/W3021464272","https://openalex.org/W4389919864"],"abstract_inverted_index":{"Predicting":[0],"new":[1],"COVID-19":[2,74,104,115],"cases":[3,75,105],"was,":[4],"and":[5,24,76,109,116],"still":[6],"is,":[7],"of":[8,54,87,136,147],"paramount":[9],"importance":[10,53],"to":[11,17,37,106],"decision-makers":[12],"in":[13,58,126,144],"many":[14],"countries.":[15],"Due":[16],"its":[18],"transmission":[19],"nature,":[20],"e.g.,":[21],"sneezing,":[22],"coughing,":[23],"physical":[25],"contact,":[26],"researchers":[27],"have":[28],"developed":[29],"prediction":[30,168],"models":[31,111,129],"that":[32,101,112,122],"include":[33],"weather":[34,56,77,117,124,159],"features":[35,57,125],"hoping":[36],"improve":[38,133],"the":[39,52,69,127,134,137,141,145,167],"forecasting":[40,59,99,128],"models'":[41],"predictions.":[42],"The":[43,119],"research":[44],"did":[45,130,149],"not":[46,131,150],"show":[47,121],"any":[48],"conclusive":[49],"evidence":[50],"about":[51],"including":[55,123],"models.":[60],"Thus,":[61],"this":[62,65],"paper":[63],"addresses":[64],"problem":[66],"by":[67],"considering":[68],"United":[70],"Arab":[71],"Emirates":[72],"(UAE)":[73],"conditions.":[78],"Using":[79],"long-short":[80],"term":[81],"memory":[82],"(LSTM)":[83],"models,":[84],"a":[85,96,162],"variant":[86],"artificial":[88],"neural":[89],"network":[90],"used":[91],"for":[92],"forecasting,":[93],"we":[94],"compare":[95],"uni-variate,":[97],"default":[98,138],"model":[100],"only":[102],"considers":[103],"other":[107,158],"bi-":[108],"multi-variate":[110],"relies":[113],"on":[114,165],"features.":[118],"results":[120],"significantly":[132],"accuracy":[135],"LSTM":[139],"model;":[140],"maximum":[142],"increase":[143],"coefficient":[146],"determination":[148],"exceed":[151],"0.02.":[152],"Moreover,":[153],"humidity,":[154],"if":[155],"considered":[156],"with":[157],"features,":[160],"has":[161],"small":[163],"influence":[164],"improving":[166],"accuracy.":[169]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
