Sensors · 2011 · 20 citations · 21 references
ManagementEnvironmental EngineeringEnvironmental SciencesAir PollutionAtmospheric ScienceEnvironmental MonitoringAir PollutantsAir Pollution MeasurementAir QualityEnvironmental Data AnalysisEnvironmental Sensor NetworksSensor NetworksAir Quality Data AnalysisAir Quality Sensor NetworksAtmospheric MonitoringPollution MonitoringSensor Data AnalysisSensor Data ProcessingSensor Signal ProcessingSignal Processing For Sensor Data
Environmental monitoring is required to understand the effects of various kinds of phenomena such as a flood, a typhoon, or a forest fire. To detect the environmental conditions in remote places, monitoring applications employ the sensor networks to detect conditions, context models to understand phenomena, and computing technology to process the large volumes of data. In this paper, we present an air pollution monitoring system to provide alarm messages about potentially dangerous areas with sensor data analysis. We design the data analysis steps to understand the detected air pollution regions and levels. The analyzed data is used to track the pollution and to give an alarm. This implemented monitoring system is used to mitigate the damages caused by air pollution.
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Wireless sensor networks for habitat monitoring
Alan Mainwaring, David Culler, Joseph Polastre et al. · 2002 · 4.2K citations
Computing, Computer Systems, Ecology +17
Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein et al. · ACM SIGOPS Operating Systems Review · 2002 · 2.7K citations
Approximate Data Collection in Sensor Networks using Probabilistic Models
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Computing, Data Science, Data Mining +11
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