• DocumentCode
    2615886
  • Title

    Visual exploration and evaluation of climate-related simulation data

  • Author

    Nocke, Thomas ; Flechsig, Michael ; Böhm, Uwe

  • Author_Institution
    Potsdam Inst. for Climate Impact Res., Potsdam
  • fYear
    2007
  • fDate
    9-12 Dec. 2007
  • Firstpage
    703
  • Lastpage
    711
  • Abstract
    Large, heterogeneous volumes of simulation data are calculated and stored in many disciplines, e.g. in climate and climate impact research. To gain insight, current climate analysis applies statistical methods and model sensitivity analyzes in combination with standard visualization techniques. However, there are some obstacles for researchers in applying the full functionality of sophisticated visualization, exploiting the available interaction and visualization functionality in order to go beyond data presentation tasks. In particular, there is a gap between available and actually applied multi-variate visualization techniques. Furthermore, visual data comparison of simulation (and measured) data is still a challenging task. Consequently, this paper introduces a library of visualization techniques, tailored to support exploration and evaluation of climate simulation data. These techniques are integrated into the easy-to-use visualization framework SimEnvVis - designed as a front-end user interface to a simulation environment - which provides a high level of user support generating visual representations.
  • Keywords
    atmospheric techniques; climatology; data visualisation; digital simulation; geophysics computing; climate analysis; climate-related simulation data; data presentation tasks; front-end user interface; model sensitivity; statistical methods; visual evaluation; visual exploration; Analytical models; Biological system modeling; Computational modeling; Data visualization; Displays; Libraries; Manuals; Mathematical model; Meteorology; Power generation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Simulation Conference, 2007 Winter
  • Conference_Location
    Washington, DC
  • Print_ISBN
    978-1-4244-1306-5
  • Electronic_ISBN
    978-1-4244-1306-5
  • Type

    conf

  • DOI
    10.1109/WSC.2007.4419664
  • Filename
    4419664