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Assessing the Lockdown Effects on Air Quality during COVID-19 Era 新冠肺炎时期封城对空气质量的影响评估
Pub Date : 2021-06-25 DOI: 10.3233/faia210095
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.
在这项工作中,我们调查了不同城市为缓解COVID-19传播而采取的预防措施所导致的空气质量排放的短期变化。我们特别强调了特定污染气体的浓度效应,如一氧化碳(CO)、臭氧(O3)、二氧化氮(NO2)和二氧化硫(SO2)。对封锁对空气质量影响的评估主要集中在四个欧洲城市(雅典、格莱萨德、罗兹和罗马)。现有的污染物因子数据是利用全球卫星观测获得的。使用牛津COVID-19政府应对跟踪器来衡量所采用的预防措施的水平。分析的第二部分使用了各种机器学习工具,用于提前两天估计每种污染物的浓度。结果表明,相应措施与污染因子之间存在弱至中度的相关性,可以建立预测人类日常活动下污染气体行为的模式。
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引用次数: 0
Development of Methods and Models for Assessing Spine Curvature Based on Antilatency Motion Capture System 基于反延迟运动捕捉系统的脊柱曲率评估方法和模型的发展
Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-17601-2_16
A. Donsckaia, Y. Orlova, S. V. Stepanov, Dmitry Cherkashin, V. V. Noskin
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引用次数: 0
A 2D Platform Game Offering Personalized Guidance to Players to Promote Environmental Awareness 一个2D平台游戏,为玩家提供个性化的指导,以提高环保意识
Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-17601-2_14
Argyris Sideris, C. Troussas, Akrivi Krouska, C. Sgouropoulou
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引用次数: 0
Modern Approaches for Concepts and Relations Extraction for Ontology Learning 面向本体学习的概念和关系提取的现代方法
Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-17601-2_28
Alexander Katyshev, A. Anikin
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引用次数: 0
Disk Space Consumption by Triple Storage Systems 三种存储系统的磁盘空间消耗情况
Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-17601-2_26
A. Prokudin, M. Denisov, O. Sychev
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引用次数: 0
Application Design for a Virtual Reality Therapy Game for Patients with Behavioral and Psychological Symptoms of Dementia 痴呆患者行为和心理症状的虚拟现实治疗游戏应用设计
Pub Date : 1900-01-01 DOI: 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
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引用次数: 0
From Threads to Textiles: Building an Ontology for the Indigenous Fabrics of the Ifugao 从丝线到纺织品:伊富高土著织物本体的构建
Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-17601-2_30
Herbert Gerard T. Villafranca, Jaime D. L. Caro, Romanlito S. Austria, Analyn Salvador-Amores
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引用次数: 0
Greek Patent Classification Using Deep Learning 希腊专利分类使用深度学习
Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-17601-2_36
Ioannis Pontikis, Stratos Koutivas, P. Kasnesis, Alexandria Filippou, Dimitris Stafylas
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引用次数: 0
Effectiveness of Open-Source Solutions for Limited Scale Interventions Planning 有限规模干预计划的开源解决方案的有效性
Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-17601-2_11
Ioannis Kavouras, Emmanuel Sardis, Eftychios E. Protopapadakis, A. Doulamis
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引用次数: 0
Evaluating the Feasibility of Fast Game Development Using Open Source Tools and AI Algorithms 利用开源工具和AI算法评估快速游戏开发的可行性
Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-17601-2_13
Ioannis Kavouras, I. Rallis, A. Doulamis, N. Doulamis
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引用次数: 0
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International Conference on Novelties in Intelligent Digital Systems
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