Abstract
When NASA established the Planetary Data System (PDS) in the late 1980s,
its mandate to the PDS was not merely to preserve the bytes from NASA’s
planetary science missions, but to maintain the usability of the data
for present and future generations. Two fundamental pillars support this
ambitious goal: The external peer review required for acceptance of all
archived data submissions; and the PDS Standards for data and metadata
formatting and completeness. The PDS external peer review process is at
least equivalent to, if not more rigorous than, the journal refereeing
process(1). Data reviewers who are field experts but not affiliated with
the data preparer, nor involved in the PDS consulting process, are
brought in to review documentation and completeness. They are
specifically charged to attempt to use the data to perform some
scientific investigation (reproducing published results, comparison to
correlated observations for consistency, etc.). If the reviewers are not
successful, the impediments are documented and the data submission is
amended by the preparer until the reviewers are satisfied. This process
demonstrates immediate usability of the data. The PDS Standards, and in
particular the recently-implemented version based on the PDS4
Information Model, require exhaustive metadata documenting data
structure, observing circumstances, provenance, analytical metadata, and
so on using the same templates across the entire archive. The associated
schematic enforcement of at least minimal requirements for metadata
completeness and quality provides a foundation for discoverability,
interoperability, and usability of data from disparate sources
throughout the archive. Together, the PDS external peer review and the
Information Model-based PDS4 standards ensure both quality and usability
for data accepted into the PDS archive, for this and future generations
of planetary scientists. Reference: (1) Raugh, A. and Bauer, J., PDS
Data Sets as Peer-Reviewed References, Poster presented at the 15th
Annual Meeting of the Asia Oceania Geosciences Society Meeting, 03-08
June 2018, Honolulu, Hawai’i.