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MonitorApp: a web tool to analyze and visualize pollution data detected by an electronic nose

机译:MonitorApp:一种网络工具,用于分析和可视化电子鼻检测到的污染数据

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摘要

The analysis of air quality data may reveal the quality of life and can prevent dangers for the citizen health. Assuming that some chemical compounds in the air produce a bad smell, people may detect that something is going wrong acting as sensors that alerts potential risks. This work presents a visual analytics approach to support air quality experts in the analysis of data produced by electronic nose devices. The approach consists in setting workflows to manage and transform raw data offering clustering and visualization techniques to analyze such information. The analysis is supported by calendar, map and line graph visualization techniques also maneuvering the clustering attributes. The interactive map is used to show the position of monitoring stations in order to support making hypothesis related to the data source locations.
机译:对空气质量数据的分析可以揭示生活质量,并可以防止危害公民健康。假设空气中的某些化学物质会产生难闻的气味,人们可能会检测到某些东西出了问题,充当了警告潜在风险的传感器。这项工作提出了一种视觉分析方法,以支持空气质量专家分析电子鼻装置产生的数据。该方法包括设置工作流来管理和转换原始数据,从而提供聚类和可视化技术来分析此类信息。日历,地图和折线图可视化技术也支持该分析,还可以操纵聚类属性。交互式地图用于显示监视站的位置,以支持与数据源位置有关的假设。

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