1. Facilitating Next Generation Science Collaboration: Marine Ecosystems Status Reports and Assessments June 24, 2014 IMBER – D2 Peter Fox (RPI/ Tetherless World Constellation and WHOI/AOP&E) pfox@cs.rpi.edupfox@cs.rpi.edu (@taswegian) and collaborators on the NSF INTEROP ECOOP project. http://tw.rpi.edu/web/project/ECOOPhttp://tw.rpi.edu/web/project/ECOOP

2. Stace Beaulieu

6. Why important? Stace Beaulieu

7. Vision? “Our vision is to develop, facilitate, and maintain sustained multi-way engagement of natural and social scientists and many practitioners in multi- scale local to global networks for LMEs”. Goal: We want to perform routine assessments of LMEs involving all (or as many) stakeholders and we want robust science data presented in forms that various end-users can consume… and verify

8. Environmental Assessment

9. Northeast Status Report ?

10. Generation Stace Beaulieu

11. Tracing Stace Beaulieu

12. Traceability Stace Beaulieu

13. Leveraging the Global Change Information System Stace Beaulieu

14. Instrument a tool - iPython Stace Beaulieu

16. http://ipython.org/ Screenshot of IPython Notebook used to track both data and workflow provenance Code in Python, Matlab, R, other Stace Beaulieu

17. http://ipython.org/ Screenshot of IPython Notebook used to track both data and workflow provenance Notebook can be shared, or output as script, HTML, PDF, other Stace Beaulieu

18. PDF output of IPython Notebook with clickable links to data and code Stace Beaulieu

19. Screenshot of csv file at GitHub Access not only to the data that are plotted, but also to provenance metadata for reproducibility Stace Beaulieu

20. Outcomes Implemented PROV-O in iPython NoteBook* Extended global change information system ontology for this work to include dataset generation Improved the practice of annotation and generation of report materials

21. Thanks!

22. Past Experience with PROV Stace Beaulieu

23. Extended Use Case Stace Beaulieu