Using Domain Requirements to Achieve Science-Oriented Provenance Eric Stephan1 Todd Halter1 Terence Critchlow1 Paulo Pinheiro da Silva2 Leonardo Salayandia2 1 Paci?c Northwest National Laboratory, Richland WA, USA 2 University of Texas at El Paso, El Paso TX, USA Abstract. The US Department of Energy (DOE) Atmospheric Radi- ation Measurement Program (ARM) is adopting the use of formalized provenance to support observational data products produced by ARM operations and relied upon by researchers. Because of the diversity of needs in the climate community provenance will need to be conveyed in a domain-oriented context. This paper explores a use case where semantic abstract work?ows (SAW) are employed as a means to ?lter, aggregate, and contextually describe the historical events responsible for the ARM data product the scientist is relying upon.
Revised: December 27, 2010 |
Published: June 18, 2010
Citation
Stephan E.G., T.D. Halter, T.J. Critchlow, P. Pinheiro Da Silva, and L. Salayandia. 2010.Using Domain Requirements to Achieve Science-Oriented Provenance. In Provenance and Annotation of Data and Processes - Third International Provenance and Annotation Workshop, IPAW 2010: Lecture Notes in Computer Science, edited by DL McGuinness, JR Michaelis and L Moreau, 6378, 301-303. New York:Springer.PNNL-SA-73218.doi:10.1007/978-3-642-17819-1_40