The Virtual Solar-Terrestrial Observatory: Exploring paradigms for interdisciplinary data-driven science. Fox, P A pfox@ucar.edu HAO/NCAR, P.O. Box 3000, Boulder, CO 80307 United States Middleton, D SCD/NCAR, P.O. Box 3000, Boulder, CO 80307 United States McGuinness, D L McGuinness Associates 20 Peter Coutts Circle, Stanford, CA 94305 United States Cinquini, L SCD/NCAR, P.O. Box 3000, Boulder, CO 80307 United States Darnell, J A HAO/NCAR, P.O. Box 3000, Boulder, CO 80307 United States Benedict, J L McGuinness Associates 20 Peter Coutts Circle, Stanford, CA 94305 United States Garcia, J HAO/NCAR, P.O. Box 3000, Boulder, CO 80307 United States West, P HAO/NCAR, P.O. Box 3000, Boulder, CO 80307 United States Solomon, S C HAO/NCAR, P.O. Box 3000, Boulder, CO 80307 United States Virtual Observatories can provide vast stores of data concerning scientific observations. As these electronic stores become widely used, there is potential to improve the efficiency, interoperability, collaborative potential, and impact of a wide range of interdisciplinary scientific research. In order to realize this potential, technical challenges need to be addressed concerning (at least) representations and interoperability of data, access, and usability. In the Virtual Solar Terrestrial Observatory (VSTO) project, we are beginning to provide an electronic repository of observational data spanning the solar-terrestrial physics domain. We are also designing and implementing tools and infrastructure for accessing and using the data. Our main contributions include the repository, infrastructure, and tools for the particular solar terrestrial physics as well as the design and infrastructure that may be broadened to cover more diverse science areas and communities of use. In this presentation, we describe the goals, design, current and planned prototypes, and technical infrastructure. We present what we have learned about the processes involved in developing VSTO and the required semantics, how they affect the framework architecture, choice of technologies and service interfaces. VSTO is an NSF-funded joint effort between the High Altitude Observatory and the Scientific Computing Division at the National Center for Atmospheric Research (NCAR) and McGuinness Associates Consulting.