Design of sensor data processing steps in an air pollution monitoring system

Sensors

Volumn 11, Issue 12, 2011, Pages 11235-11250

  Jung, Young Jin ^a   Lee, Yang Koo ^b   Lee, Dong Gyu ^c   Lee, Yongmi ^c   Nittel, Silvia ^d   Beard, Kate ^d   Nam, Kwang Woo ^e   Ryu, Keun Ho ^c  

^a Korea Institute of Science and Technology   (South Korea)

^b Electronics and Telecommunications Research Institute (ETRI)   (South Korea)

^c Chungbuk National University   (South Korea)

^d University of Maine   (United States)

^e Kunsan National University   (South Korea)

Author keywords

Air pollution monitoring; Context aware model; Environmental monitoring system; Geosensor network; Sensor data processing steps

Indexed keywords

AIR POLLUTION; ARTICLE; ENVIRONMENTAL MONITORING; METHODOLOGY;

AIR POLLUTION; ENVIRONMENTAL MONITORING;

EID: 84255173510     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s111211235     Document Type: Article

References (35)

1. Elson, J.; Estrin, D. Sensor Networks: A Bridge to the Physical World; Kluwer Academic Publishers: Norwell, MA, USA, 2004; pp. 3-20.
2. Martinez, K.; Hart, J.K.; Ong, R. Environmental sensor networks. IEEE Comput. 2004, 37, 50-56.
3. Steere, D.C.; Baptista, A.; McNamee, D.; Walpole, J. Research Challenges in Environmental Observation and Forecasting Systems. In Proceedings of International Conference on Mobile Computing and Networking, Boston, MA, USA, 6-11 August 2000; pp. 292-299.
4. Jung, Y.J.; Lee, Y.K.; Lee, D.G.; Ryu, K. H.; Nittel, S. Air Pollution Monitoring System Based on Geosensor Network. IEEE International Geoscience and Remote Sensing Symposium, Boston, MA, USA, 6-11 July 2008.
5. Mainwaring, A.; Polastre, J.; Szewczyk, R.; Culler, D.; Anderson, J. Wireless Sensor Networks for Habitat Monitoring. In Proceedings of ACM International Workshop on Wireless Sensor Networks and Applications, Atlanta, GA, USA, 28 September 2002, pp. 88-97.
6. Reis, I.A.; Câmara, G.; Assunção, R.; Monteiro, A.M.V. Data-Aware Clustering for Geosensor Networks Data Collection. In Proceedings of Anais XIII Simpósio Brasileiro de Sensoriamento Remoto, Florianópolis, Brasil, 21-26 April 2007, pp. 6059-6066.
7. Biagioni, E.S.; Bridges, K.W. The application of remote sensor technology to assist the recovery of rare and endangered species. Int. J. High Perform. Comput. Appl. 2002, 16, 315-324.
8. Hart, J.K.; Rose, J. Approaches to the study of glacier bed deformation. Quatern. Int. 2001, 86, 45-58.
9. SIFT of the NOAA Center for Tsunami. Available online: http://nctr.pmel.noaa.gov/ (accessed on 21 November 2011).
10. PORTS. Available online: http://co-ops.nos.noaa.gov/ports.html (accessed on 21 November 2011).
11. CMOP. Available online: http://www.ccalmr.ogi.edu/ (accessed on 21 November 2011).
12. Zhou, J.; De Roure, D. FloodNet: Coupling adaptive sampling with energy aware, routing in a flood warning system. J. Comput. Sci. Tech. 2007, 22, 121-130.
13. SECOAS. Available online: http://www.cs.kent.ac.uk/projects/secoas/ (accessed on 22 September 2011).
14. Goldin, D. Faster In-Network Evaluation of Spatial Aggregation in Sensor Networks. In Proceedings of IEEE International Conference on Data Engineering, Atlanta, GA, USA, 3-8 April 2006, p. 148.
15. Madden, S.; Franklin, M.J.; Hellerstein, J.M.; Hong, W. Tag: A tiny aggregation service for ad-hoc sensor networks. SIGOPS Operat. Syst. Rev. 2002, 36, 31-46.
16. Chu, D.; Deshpande, A.; Hellerstein, J.M.; Hong, W. Approximate Data Collection in Sensor Networks using Probabilistic Models. In Proceedings of International Conference on Data Engineering, Atlanta, GA, USA, 3-8 April 2006; pp. 48-59.
17. Tulone, D.; Madden, S. PAQ: Time series forecasting for approximate query answering in sensor networks. Lect. Note. Comput. Sci. 2006, 3868, 21-37.
18. Trifa, V.M.; Girod, L.; Collier, T.; Blumstein, D.T.; Taylor, C.E. Automated Wildlife Monitoring Using Self-Configuring Sensor Networks Deployed in Natural Habitats. In Proceedings of International Symposium on Artificial Life and Robotics, Oita, Japan, 25-27 January 2007; pp. 311-315.
19. Nittel, S.; Labrinidis, A.; Stefanidis, A. Advances in GeoSensor Networks. In GeoSensor Networks; Springer-Verlag: Berlin, Heidelberg, Germany, 2008.
20. Nittel, S.; A survey of geosensor networks: Advances in dynamic environmental monitoring. Sensors 2009, 9, 5664-5678.
21. Baldauf, M.; Dustdar, S.; Rosenberg, F. A survey on context-aware systems. Int. J. Ad Hoc Ubiquit. Comput. 2007, 2, 263-277.
22. Air_Quality_Index. Available online: http://en.wikipedia.org/wiki/Air_Quality_Index (accessed on 21 November 2011).
23. Botts, M. Sensor Web Enablement. Available online: http://www.opengeospatial.org/ (accessed on 21 November 2011).
24. Samet, H. The Design and Analysis of Spatial Data Structures; Addision-Wesley: Reading, MA, USA, 1990.
25. Choi, W. Adaptive cell-based index for moving objects. Data Knowl. Eng. Arch. 2004, 48, 75-101.
26. Jung, Y.J.; Nittel, S. Geosensor Data Abstraction for Environmental Monitoring Application. In Proceedings of GIScience 2008, Park City, UT, USA, 23-26 September 2008; pp. 168-180.
27. Draxler, R.R. Forty-Eight Hour Atmospheric Dispersion Forecasts at Selected Locations in the United States; NOAA Technical Memorandum ERL ARL-100; NMFS, NOAA: Silver Spring, MD, USA, 1981; p. 11.
28. Jung, Y.J.; Lee, Y.K.; Lee, D.G.; Park, M.; Ryu, K.H.; Kim, H.C.; Kim, K.O. A framework of in-situ sensor data processing system for context awareness. Intell. Control Autom. 2006, 344, 124-129.
29. Jung, Y.J.; Lee, J.S.; Cho, K.W.; Nam, K.W.; Beard, K.; Nittel, S. A Sampling Interval Change based on Scenario in Air Pollution Monitoring System. In Proceedings of International Conference on Logistics, Informatics and Services Sciences, Hong Kong, 26-27 November 2011.
30. Hsieh, L.Y.; Kuo, S.C.; Chen, C.L.; Tsai, Y.I. Size distributions of nano/micron dicarboxylic acids and inorganic ions in suburban PM episode and non-episodic aerosol. Atmosph. Environ. 2009, 43, 4396-4406.
31. Lu, W.; Wang, D. Assessing the relative importance of surface ozone influential variables in regional-scale analysis. Atmosph. Environ. 2009, 43, 3621-3629.
32. Barone, T.L.; Zhu, Y. The morphology of ultrafine particles on and near major freeways. Atmosph. Environ. 2008, 42, 6749-6758.
33. Chen, Y.; Shah, N.; Huggins, F.E.; Huffman, G.P. Investigations of microcharacteristics of PM2.5 in residual oil fly ash by analytical transmission electron microscopy. Environ. Sci. Tech. 2004, 38, 6553-6560.
34. Lu, W.; Wang, X.; Wang, W.; Leung, A.Y.; Yuen, K. A preliminary study of ozone trend and its impact on environment in Hong Kong. Environ. Int. 2002, 28, 503-512.
35. Durbin, T.D.; Norbeck, J.M. Effects of biodiesel blend and arco ec-diesel on emissions from light heavy-duty diesel vehicles. Environ. Sci. Tech. 2002, 36, 1686-1691.