Clear and Precise Specification of Ecological Data Management Processes and Dataset Provenance

Abstract--With the availability of powerful computational and communication systems, scientists now readily access large, complicated derived datasets and build on those results to produce, through further processing, yet other derived datasets of interest. The scientific processes used to create such datasets must be clearly documented so that scientists can evaluate their soundness, reproduce the results, and build upon them in responsible and appropriate ways. Here, we present the concept of an analytic web, which defines the scientific processes employed and details the exact application of those processes in creating derived datasets. The work described here is similar to work often referred to as "scientific workflow," but emphasizes the need for a semantically rich, rigorously defined process definition language. We illustrate the information that comprises an analytic web for a scientific process that measures and analyzes the flux of water through a forested watershe...

• Type: Journal
• Year: 2010
• Where: TASE
• Authors: Leon J. Osterweil, Lori A. Clarke, Aaron M. Ellison, Emery R. Boose, Rodion M. Podorozhny, Alexander E. Wise
• Keywords: Analytic Web, Provenance Metadata, Scientific, Software Engineering, TASE 2010