DocumentCode
2194801
Title
End-to-End Cyberinfrastructure for Real-Time Enviornmental Decision Support
Author
Hill, David J. ; Liu, Yong ; Myers, James ; Minsker, Barbara
Author_Institution
Nat. Center for Supercomput. Applic., Univ. of Illinois, Urbana, IL
fYear
2008
fDate
7-12 Dec. 2008
Firstpage
344
Lastpage
345
Abstract
Recent advances in sensor technology are facilitating the deployment of sensor networks into the environment that can produce measurements at high spatial and/or temporal resolutions. Through telemetry, these measurements can be delivered in near real time as data streams for use in real-time applications. These data streams can be instrumental in furthering our understanding of the environment, in monitoring and modeling the quality of the environments in which the sensors are deployed, and in providing real-time decision support for managing environmental systems. However, in order to realize these benefits, several challenges must be addressed, such as accessing heterogeneous data streams from multiple agencies; validating the data and fusing or transforming them for a desired application; providing high-dimensional models, visualizations, and decision support systems to explore data and forecast future conditions; and sharing the resulting knowledge. This poster will present an end-to-end cyberinfrastructure that can make these tasks possible in near real time, using a case study on real-time decision support for the combined sewer system in the Chicago Metropolitan Area.
Keywords
data visualisation; decision support systems; distributed databases; environmental science computing; sensor fusion; data visualization; end-to-end cyberinfrastructure; environment quality modeling; environment quality monitoring; heterogeneous data stream; high-dimensional model; real-time environmental decision support system management; sensor network; spatial-temporal resolution; telemetry; Data visualization; Environmental management; Instruments; Monitoring; Predictive models; Quality management; Real time systems; Sensor systems; Spatial resolution; Telemetry; cyberinfrastructure; real-time decision support; virtual sensors;
fLanguage
English
Publisher
ieee
Conference_Titel
eScience, 2008. eScience '08. IEEE Fourth International Conference on
Conference_Location
Indianapolis, IN
Print_ISBN
978-1-4244-3380-3
Electronic_ISBN
978-0-7695-3535-7
Type
conf
DOI
10.1109/eScience.2008.88
Filename
4736788
Link To Document