Title :
Future challenges for ensemble visualization
Author :
Obermaier, Henriette ; Joy, Kenneth I.
Author_Institution :
Univ. of California, Davis, Davis, CA, USA
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;
Journal_Title :
Computer Graphics and Applications, IEEE
DOI :
10.1109/MCG.2014.52