IN51C:
Enabling Transparency and Reproducibility in Geoscience Through Practical Provenance and Cloud-Based Workflows Posters
IN51C:
Enabling Transparency and Reproducibility in Geoscience Through Practical Provenance and Cloud-Based Workflows Posters
Enabling Transparency and Reproducibility in Geoscience Through Practical Provenance and Cloud-Based Workflows Posters
Submit an Abstract to this Session
Session ID#: 57655
Session Description:
Exposing provenance enables researchers to understand computational workflows, and is key for computational reproducibility that builds trust in science. Provenance describes the structure of scientific workflows, data and products, and software. With provenance, researchers can understand analysis, interpret results, propose alternative analysis, and re-execute workflows. Practical provenance remains challenging. The growth of cloud computing enables new approaches to executing geoscience workflows amenable to provenance. Generic workflows for geoscience problems have emerged; new advanced scientific workflows that keep pace with evolving software services are needed to ensure the geoscience community can realize efficiency from the dynamic and scalable computing and storage offered by cloud services. This session focuses on enabling provenance and cloud computing. Approaches to provenance capture, editing, and use for reproducible science will be presented along with methods that utilize generic cloud platforms to enable reproducibility, demonstrate scalable science, and harness the dynamic nature of cloud computing.
Primary Convener: Matthew B. Jones, University of California Santa Barbara, National Center for Ecological Analysis and Synthesis, Santa Barbara, CA, United States
Conveners: Joshua Hacker, Jupiter, Boulder, CO, United States, Kevin Tyle, SUNY at Albany, Albany, NY, United States and Annie Bryant Burgess, Federation of Earth Science Information Partners, Portland, OR, United States
Primary Liaisons: Matthew B. Jones, University of California Santa Barbara, National Center for Ecological Analysis and Synthesis, Santa Barbara, CA, United States and Joshua Hacker, Jupiter, Boulder, CO, United States
Chairs: Matthew B. Jones, University of California Santa Barbara, National Center for Ecological Analysis and Synthesis, Santa Barbara, CA, United States and Joshua Hacker, Jupiter, Boulder, United States
OSPA Liaison: Joshua Hacker, Jupiter, Boulder, United States
Index Terms:
1908 Cyberinfrastructure [INFORMATICS]
1916 Data and information discovery [INFORMATICS]
1948 Metadata: Provenance [INFORMATICS]
1976 Software tools and services [INFORMATICS]
Abstracts Submitted to this Session:
NASA Earth eXchange (NEX) App Store (462899)
Data re-use: Tools for producing and displaying data provenance across DataONE repositories (447156)
Does data citation aid provenance? (419156)
Recording Provenance with PREMIS: a Biomolecular Nuclear Magnetic Resonance Spectroscopy Use Case (433543)
See more of: Earth and Space Science Informatics
