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Provenance Challenges for Earth Science Dataset PublicationModern science is increasingly dependent on computational analysis of very large data sets. Organizing, referencing, publishing those data has become a complex problem. Published research that depends on such data often fails to cite the data in sufficient detail to allow an independent scientist to reproduce the original experiments and analyses. This paper explores some of the challenges related to data identification, equivalence and reproducibility in the domain of data intensive scientific processing. It will use the example of Earth Science satellite data, but the challenges also apply to other domains.
Document ID
20120008477
Acquisition Source
Goddard Space Flight Center
Document Type
Conference Paper
Authors
Tilmes, Curt
(NASA Goddard Space Flight Center Greenbelt, MD, United States)
Date Acquired
August 25, 2013
Publication Date
November 4, 2011
Subject Category
Computer Programming And Software
Report/Patent Number
GSFC.OVPR.5853.2012
Meeting Information
Meeting: Association for the Advancement of Artificial Intelligence (AAAI) Fall Symposium
Location: Arlington, VA
Country: United States
Start Date: November 4, 2011
End Date: November 6, 2011
Distribution Limits
Public
Copyright
Other

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