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
Link To Document