• DocumentCode
    1318
  • Title

    Future challenges for ensemble visualization

  • Author

    Obermaier, Henriette ; Joy, Kenneth I.

  • Author_Institution
    Univ. of California, Davis, Davis, CA, USA
  • Volume
    34
  • Issue
    3
  • fYear
    2014
  • fDate
    May-June 2014
  • Firstpage
    8
  • Lastpage
    11
  • Abstract
    Simulating complex events is a challenge and often requires carefully selecting simulation parameters. As vast computation resources become available, researchers can run alternative parameter settings or simulation models in parallel, creating an ensemble of possible outcomes for a given event of interest. The visual analysis of ensembles is one of visualization´s most important new areas and should greatly affect the field in the next few years. The goal is to develop expressive visualizations of an ensemble´s properties to support scientists in this demanding parameter-space exploration.
  • Keywords
    aerospace computing; data visualisation; complex event simulation; ensemble properties; ensemble visual analysis; ensemble visualization; expressive visualizations; parameter-space exploration; simulation parameters; Computational modeling; Data visualization; Feature extraction; Meteorology; Predictive models; Uncertainty; Visualization; computer graphics; data exploration; ensemble visualization; multivariate data; simulation; visual analysis; visualization;
  • fLanguage
    English
  • Journal_Title
    Computer Graphics and Applications, IEEE
  • Publisher
    ieee
  • ISSN
    0272-1716
  • Type

    jour

  • DOI
    10.1109/MCG.2014.52
  • Filename
    6813969