混合部署型网格化大气质量监测系统的设计及数据分析应用
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摘要
本文提出了一种网格化大气质量监测系统,采用"移动+固定"的混合部署方式,实现对目标监测区域的覆盖监测,充分发挥固定和移动部署各自的性能优势。在中新生态城的实施案例中,依托该网格化大气质量监测系统,我们完成了污染态势的细粒度分析和区域内污染热点网格的统计,展现了此类系统在大气污染监测治理中数据分析的潜力。
This paper proposed a kind of grid air-quality monitoring system based on hybrid deployment ‘Mobile + Fixed'way,covering the monitoring area with both advantages of mobile and fixed deployment. In Sino-Singapore Tianjin Eco-City case,fine-grained pollution trend analysis and inner pollution hotspots count were realized based on the grid air-quality monitoring system,showing potential of the system on data analysis for air pollution monitoring and treatment.
This paper proposed a kind of grid air-quality monitoring system based on hybrid deployment ‘Mobile + Fixed'way,covering the monitoring area with both advantages of mobile and fixed deployment. In Sino-Singapore Tianjin Eco-City case,fine-grained pollution trend analysis and inner pollution hotspots count were realized based on the grid air-quality monitoring system,showing potential of the system on data analysis for air pollution monitoring and treatment.
引文
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[3]刘亮．大气网格化监控系统分析:以乌鲁木齐市大气污染防治网格化为例[J]．中国科技信息，2018(10):43-44.
[4]杨宁，关玉春，陈魁，等．天津市街镇级空气自动监测系统设计及应用[J]．环境与可持续发展，2017,42(2):187-189.
[5] Li S,Ka W,Peng W,et al. Development and Application of a Next Generation Air Sensor Network for the Hong Kong Marathon 2015 Air Quality Monitoring[J].Sensors,2016,16(2):211.
[6] Wei Y,Kin L,Terrence M,et al. A Survey of Wireless Sensor Network Based Air Pollution Monitoring Systems[J]. Sensors,2015,15(12):31392-31427.
[7] Li J,Faltings B,Saukh O,et al. Sensing the Air We Breathe-the Open Sense Zurich Dataset[C]//Twenty-sixth Aaai Conference on Artificial Intelligence.AAAI Press,2012.
[8] Alejandro V,Renato F,Filippo G,et al. A Mobile and Low-Cost System for Environmental Monitoring:A Case Study[J]. Sensors,2016,16(5):710-.
[9] Xu X,Chen X,Liu X,et al. Gotcha II:Deployment of a Vehicle-based Environmental Sensing System:Poster Abstract[C]//Acm Conference on Embedded Network Sensor Systems Cd-rom. ACM,2016.
[10] Hasenfratz D,Saukh O,Thiele L. On-the-Fly Calibration of Low-Cost Gas Sensors[C]//Wireless Sensor Networks-9th European Conference, EWSN2012,Trento, Italy, February 15-17, 2012. Proceedings. Springer Berlin Heidelberg,2012.