Science output and benefit of the CDPP on-line analysis tool AMDA (Invited)

Physics – Plasma Physics

Scientific paper

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[1914] Informatics / Data Mining, [2799] Magnetospheric Physics / General Or Miscellaneous, [7899] Space Plasma Physics / General Or Miscellaneous, [7999] Space Weather / General Or Miscellaneous

Scientific paper

The CDPP (Centre de Données de la Physique des Plasmas) has been archiving space plasma data for more than ten years. Beside its archiving activities, the CDPP was early involved in space physics data model standardization through its collaboration to the SPASE group and CAA. More recently, thanks to its expertise in interoperability, it took an active part in the development of Virtual Observatories in the fields of heliophysics, planetology and space weather. To exploit the possibilities offered the CDPP developed an on-line data mining / event searching tool, AMDA (Automated Multi-Dataset Analysis), according to the Virtual Observatory paradigm : it is a web-based facilities for analyzing on-line space physics data coming from its own local database as well as remote ones (CDAWeb, CAA, MAPSKP, THEMIS database). This tool allows the user to perform on-line classical manipulations such as data visualization, parameter computation or data extraction. AMDA also offers innovative functionalities such as event searching using the data from multiple sources in either a visual or an automated way, the generation, exploitation and management of time-tables, or event lists. After a short introduction on recent CDPP activities, I shall focus on AMDA development and functionalities, and lessons learned from it. Finally I shall present scientific analyses performed by AMDA users in recent years. This will illustrate how the use of analysis tool accessing large distributed data sets may reveal new scientific results, and generate new ideas for analysis tools.

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