کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
4379200 | 1617565 | 2006 | 13 صفحه PDF | دانلود رایگان |
![عکس صفحه اول مقاله: Grid-based analysis of air pollution data Grid-based analysis of air pollution data](/preview/png/4379200.png)
In this paper, we present a distributed infrastructure based on Grid computing technology and data integration and mining tools to discuss the main informatics challenges that arise when a high-throughput sensor network is constructed to address real-time urban air pollution monitoring and mapping. We present the background to urban air pollution monitoring and modelling and describe the high-throughput sensors developed within this project to tackle the problem. We present a solution that addresses the informatics challenges based on the integration of distributed sensors, Grid technologies, data integration, data mining and GIS systems. We also present a case study for examining the effectiveness of visual and automated methods developed for the analysis of generated data sets.
Journal: Ecological Modelling - Volume 194, Issues 1–3, 25 March 2006, Pages 274–286