1. Prof. Peter Fox (pfox@cs.rpi.edu, @taswegian, #twcrpi) Tetherless World Constellation Chair, Earth and Environmental Science/ Computer Science/ Cognitive Science/ IT and Web Science) Rensselaer Polytechnic Institute, Troy, NY USA And the Deep Carbon Observatory Data Science Team RDA/P4 Science Track, Sept. 22, 2014 http://tw.rpi.edu/web/doc/DCODataInMotion_RDA_Fox20140922.ppt Smart Data in Motion for the Deep Carbon Observatory. (Implementation of Open-World, Integrative, Transparent, Collaborative Science Data Platforms)

2. Deep Carbon Observatory (DCO) … “We are dedicated to achieving transformational understanding of carbon’s chemical and biological roles in Earth.” www.deepcarbon.net

3. Data Science is … Doing science with someone else’s data … –across datasets –with models –multi-dimensional, multi-scale, multi-mode –complex data-types –needing new analytic and visual approaches Especially in multiple “dimensions” (functional) –E.g. Detection/ attribution methods/ algorithms –Visual exploration Today – is collaborative, performed in a network, and web- based …

4. Collaboration and Integration needs … “Enable DCO team leaders to create new groups and associate a number of content types --- documents, discussions, blog posts, tasks, links, and bibliographic entries --- with the group, as well as simple event management (a private event calendar for the group) and embedding of external services (e.g. and esp. Google Calendar)” … more… (data, publications, projects)… a Knowledge Network … and a Virtual Organization (> 1000 people)

5. -> DCO Data Science Platform

6. Application Integration

7. Data in Motion deepcarbon.net info.deepcarbon.net dx.deepcarbon.net data.deepcarbon.net

8. Collaboration tools Group Based Collaboration Group data deposit and reporting Listings of group content Group management and messaging Listings of group documents

9. Group bibliography Group task management Group membership Group event management Group shared calendar 9

11. All information is linked and traceable! 11

12. 12 Research activities report dashboard: Results updated in real time as new member registered, new activities reported, new publication uploaded… TW-SPARQL Application: Parameterized Report Generation (using Drupal host)

13. As of Aug 1, 2014 – these reports are being accepted by the sponsor to report progress on funded activities!!!

14. S2S Faceted Browser Application: DCO People Browser Includes map facet for selecting people in region Facets in any order (open or closed) Uses VIVO ‘data’

15. http://deepcarbon.net/dco_project_browser http://udco.tw.rpi.edu/ckan/storage/f/2014-08-06-021937/export.ttl

17. TW-SPARQL Application: Dynamic, Stylized Menu Generation (using Drupal host) Menus based on parameterization of page See “Recent Findings" and "Projects" below Note also expanded view “>”

19. State to date… Knowledge network – implements both the collaboration and the integration, reporting implements the transparency –It’s being USED Many means of population –User generation –Machine generation Contributing these enhancements back to open- source communities (CKAN, VIVO)

20. Thus… progress… Integrative – semantics Transparent – semantics Collaborative – semantics Application integration –Yep – semantics So… smart data in motion

21. Data Science Team + Anusha, Jun, Mengyu, Chengcong, Harsha, Dan, …

22. Thank you pfox@cs.rpi.edu and the DCO Data Science Teampfox@cs.rpi.edu @taswegian #twcrpi http://tw.rpi.edu http://tw.rpi.edu/web/project/DCO-DS