• 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