Groundwork for Integrated Analysis of Distributed S3C Data

Details Groundwork for Integrated Analysis of Distributed S3C Data Groundwork for Integrated Analysis of Distributed S3C Data

May 2006

adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=2006agusmsm23a..01v&link_type=abstract

American Geophysical Union, Fall Meeting 2007, abstract #SM23A-01

Physics

Space Physics

2199 General Or Miscellaneous, 2499 General Or Miscellaneous, 2799 General Or Miscellaneous

Scientific paper

We present a vision for the evolution of existing and future NASA Sun Solar System Connection (S3C) data resources into an integrated data analysis environment. Focusing first on the time-series datasets typical of in- situ measurements, we describe an architecture designed to overcome the traditional barriers to integrated analysis, namely data access and format variations. We are building a groundwork layer on top of which it will be possible to construct common science libraries for plotting and analysis, very similar to the common set of image processing tools developed within the Solar community (for which the data format problem is greatly simplified due to the nearly universal use of FITS). The core of our approach is the use of a set internal data models, one for each type of in-situ science data. We present preliminary versions of the data models for comment. Furthermore, the areas in which data model design have a significant impact on science analysis capabilities will be discussed. The approach presented here is currently deployed in the DataShop analysis tool (http://sd-www.jhuapl.edu/datashop) and is also planned for use in the Virtual Heliospheric Observatory (VHO, http://vho.nasa.gov) and the Virtual Space Physics Observatory (VSPO, http://vspo.gsfc.nasa.gov).

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