Title :
Exploratory Climate Data Visualization and Analysis Using DV3D and UVCDAT
Author_Institution :
Goddard Space Flight Center, NASA Center for Climate Simulation, Greenbelt, MD, USA
Abstract :
Earth system scientists are being inundated by an explosion of data generated by ever-increasing resolution in both global models and remote sensors. Advanced tools for accessing, analyzing, and visualizing very large and complex climate data are required to maintain rapid progress in Earth system research. To meet this need, NASA, in collaboration with the Ultra-scale Visualization Climate Data Analysis Tools (UVCDAT) consortium, is developing exploratory climate data analysis and visualization tools which provide data analysis capabilities for the Earth System Grid (ESG). This paper describes DV3D, a UV-CDAT package that enables exploratory analysis of climate simulation and observation datasets. DV3D provides user-friendly interfaces for visualization and analysis of climate data at a level appropriate for scientists. It features workflow interfaces, interactive 4D data exploration, hyperwall and stereo visualization, automated provenance generation, and parallel task execution. DV3D´s integration with CDAT´s climate data management system (CDMS) and other climate data analysis tools provides a wide range of high performance climate data analysis operations. DV3D expands the scientists´ toolbox by incorporating a suite of rich new exploratory visualization and analysis methods for addressing the complexity of climate datasets.
Keywords :
Earth; climatology; data visualisation; geophysics computing; human computer interaction; interactive systems; software packages; user interfaces; CDMS; DV3D; ESG; Earth System Grid; Earth system research; NASA; UV-CDAT package; automated provenance generation; climate data accessing; climate data analysis; climate data management system; climate data visualization; global models; hyperwall; interactive 4D data exploration; parallel task execution; remote sensors; stereo visualization; ultrascale visualization climate data analysis tool consortium; user-friendly interfaces; workflow interfaces; analysis; climate; simulation; visualization;
Conference_Titel :
High Performance Computing, Networking, Storage and Analysis (SCC), 2012 SC Companion:
Conference_Location :
Salt Lake City, UT
Print_ISBN :
978-1-4673-6218-4
DOI :
10.1109/SC.Companion.2012.69