Ioannis Kavouras, Eftychios E. Protopapadakis, Maria Kaselimi, Emmanuel Sardis, N. Doulamis
In this work we investigate the short-term variations in air quality emissions, attributed to the prevention measures, applied in different cities, to mitigate the COVID-19 spread. In particular, we emphasize on the concentration effects regarding specific pollutant gases, such as carbon monoxide (CO), ozone (O3), nitrogen dioxide (NO2) and sulphur dioxide (SO2). The assessment of the impact of lockdown on air quality focused on four European Cities (Athens, Gladsaxe, Lodz and Rome). Available data on pollutant factors were obtained using global satellite observations. The level of the employed prevention measures is employed using the Oxford COVID-19 Government Response Tracker. The second part of the analysis employed a variety of machine learning tools, utilized for estimating the concentration of each pollutant, two days ahead. The results showed that a weak to moderate correlation exists between the corresponding measures and the pollutant factors and that it is possible to create models which can predict the behaviour of the pollutant gases under daily human activities.
{"title":"Assessing the Lockdown Effects on Air Quality during COVID-19 Era","authors":"Ioannis Kavouras, Eftychios E. Protopapadakis, Maria Kaselimi, Emmanuel Sardis, N. Doulamis","doi":"10.3233/faia210095","DOIUrl":"https://doi.org/10.3233/faia210095","url":null,"abstract":"In this work we investigate the short-term variations in air quality emissions, attributed to the prevention measures, applied in different cities, to mitigate the COVID-19 spread. In particular, we emphasize on the concentration effects regarding specific pollutant gases, such as carbon monoxide (CO), ozone (O3), nitrogen dioxide (NO2) and sulphur dioxide (SO2). The assessment of the impact of lockdown on air quality focused on four European Cities (Athens, Gladsaxe, Lodz and Rome). Available data on pollutant factors were obtained using global satellite observations. The level of the employed prevention measures is employed using the Oxford COVID-19 Government Response Tracker. The second part of the analysis employed a variety of machine learning tools, utilized for estimating the concentration of each pollutant, two days ahead. The results showed that a weak to moderate correlation exists between the corresponding measures and the pollutant factors and that it is possible to create models which can predict the behaviour of the pollutant gases under daily human activities.","PeriodicalId":234167,"journal":{"name":"International Conference on Novelties in Intelligent Digital Systems","volume":"111 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124715274","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-3-031-17601-2_16
A. Donsckaia, Y. Orlova, S. V. Stepanov, Dmitry Cherkashin, V. V. Noskin
{"title":"Development of Methods and Models for Assessing Spine Curvature Based on Antilatency Motion Capture System","authors":"A. Donsckaia, Y. Orlova, S. V. Stepanov, Dmitry Cherkashin, V. V. Noskin","doi":"10.1007/978-3-031-17601-2_16","DOIUrl":"https://doi.org/10.1007/978-3-031-17601-2_16","url":null,"abstract":"","PeriodicalId":234167,"journal":{"name":"International Conference on Novelties in Intelligent Digital Systems","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115144968","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-3-031-17601-2_14
Argyris Sideris, C. Troussas, Akrivi Krouska, C. Sgouropoulou
{"title":"A 2D Platform Game Offering Personalized Guidance to Players to Promote Environmental Awareness","authors":"Argyris Sideris, C. Troussas, Akrivi Krouska, C. Sgouropoulou","doi":"10.1007/978-3-031-17601-2_14","DOIUrl":"https://doi.org/10.1007/978-3-031-17601-2_14","url":null,"abstract":"","PeriodicalId":234167,"journal":{"name":"International Conference on Novelties in Intelligent Digital Systems","volume":"251 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115227185","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-3-031-17601-2_28
Alexander Katyshev, A. Anikin
{"title":"Modern Approaches for Concepts and Relations Extraction for Ontology Learning","authors":"Alexander Katyshev, A. Anikin","doi":"10.1007/978-3-031-17601-2_28","DOIUrl":"https://doi.org/10.1007/978-3-031-17601-2_28","url":null,"abstract":"","PeriodicalId":234167,"journal":{"name":"International Conference on Novelties in Intelligent Digital Systems","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117305685","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-3-031-17601-2_26
A. Prokudin, M. Denisov, O. Sychev
{"title":"Disk Space Consumption by Triple Storage Systems","authors":"A. Prokudin, M. Denisov, O. Sychev","doi":"10.1007/978-3-031-17601-2_26","DOIUrl":"https://doi.org/10.1007/978-3-031-17601-2_26","url":null,"abstract":"","PeriodicalId":234167,"journal":{"name":"International Conference on Novelties in Intelligent Digital Systems","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129428737","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-3-031-17601-2_15
V. M. Anlacan, R. Jamora, A. Panganiban, I. T. O. Salido, Maria Evelyn V. Jacinto, M. Tee, M. E. Aguila, C. Tee, J. Caro
{"title":"Application Design for a Virtual Reality Therapy Game for Patients with Behavioral and Psychological Symptoms of Dementia","authors":"V. M. Anlacan, R. Jamora, A. Panganiban, I. T. O. Salido, Maria Evelyn V. Jacinto, M. Tee, M. E. Aguila, C. Tee, J. Caro","doi":"10.1007/978-3-031-17601-2_15","DOIUrl":"https://doi.org/10.1007/978-3-031-17601-2_15","url":null,"abstract":"","PeriodicalId":234167,"journal":{"name":"International Conference on Novelties in Intelligent Digital Systems","volume":"214 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126796274","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-3-031-17601-2_30
Herbert Gerard T. Villafranca, Jaime D. L. Caro, Romanlito S. Austria, Analyn Salvador-Amores
{"title":"From Threads to Textiles: Building an Ontology for the Indigenous Fabrics of the Ifugao","authors":"Herbert Gerard T. Villafranca, Jaime D. L. Caro, Romanlito S. Austria, Analyn Salvador-Amores","doi":"10.1007/978-3-031-17601-2_30","DOIUrl":"https://doi.org/10.1007/978-3-031-17601-2_30","url":null,"abstract":"","PeriodicalId":234167,"journal":{"name":"International Conference on Novelties in Intelligent Digital Systems","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123608553","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-3-031-17601-2_36
Ioannis Pontikis, Stratos Koutivas, P. Kasnesis, Alexandria Filippou, Dimitris Stafylas
{"title":"Greek Patent Classification Using Deep Learning","authors":"Ioannis Pontikis, Stratos Koutivas, P. Kasnesis, Alexandria Filippou, Dimitris Stafylas","doi":"10.1007/978-3-031-17601-2_36","DOIUrl":"https://doi.org/10.1007/978-3-031-17601-2_36","url":null,"abstract":"","PeriodicalId":234167,"journal":{"name":"International Conference on Novelties in Intelligent Digital Systems","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132489032","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-3-031-17601-2_11
Ioannis Kavouras, Emmanuel Sardis, Eftychios E. Protopapadakis, A. Doulamis
{"title":"Effectiveness of Open-Source Solutions for Limited Scale Interventions Planning","authors":"Ioannis Kavouras, Emmanuel Sardis, Eftychios E. Protopapadakis, A. Doulamis","doi":"10.1007/978-3-031-17601-2_11","DOIUrl":"https://doi.org/10.1007/978-3-031-17601-2_11","url":null,"abstract":"","PeriodicalId":234167,"journal":{"name":"International Conference on Novelties in Intelligent Digital Systems","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114441785","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-3-031-17601-2_13
Ioannis Kavouras, I. Rallis, A. Doulamis, N. Doulamis
{"title":"Evaluating the Feasibility of Fast Game Development Using Open Source Tools and AI Algorithms","authors":"Ioannis Kavouras, I. Rallis, A. Doulamis, N. Doulamis","doi":"10.1007/978-3-031-17601-2_13","DOIUrl":"https://doi.org/10.1007/978-3-031-17601-2_13","url":null,"abstract":"","PeriodicalId":234167,"journal":{"name":"International Conference on Novelties in Intelligent Digital Systems","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114511160","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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