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R2R+BCO-DMO – Linked Oceanographic Datasets
Adila Krisnadhi1,5 Robert Arko2 Suzanne Carbotte2 Cynthia
Chandler3 Michelle Cheatham1 Pascal Hitzler1 Yingji Hu4
Krzysztof Janowciz4 Peng Ji2 Nazifa Karima1 Adam Shepherd3
Peter Wiebe3
1Data Semantics Lab, Wright State University
2Lamont-Doherty Observatory, Columbia University
3Woods Hole Oceanographic Institution
4Geography Department, University of California, Santa Barbara
5Faculty of Computer Science, Universitas Indonesia
Diversity++ 2015
Krisnadhi, et al Diversity++ 2015 1 / 13
Why Linked Data for Oceanography
Data proliferation
Increased number of repositories ⇒ increased heterogeneity.
Need to discover, access, and integrate data cross repositories
R2R & BCO-DMO are repositories.
Both hold datasets of field observations.
Linked data is for metadata of those datasets.
Linked data objective: starting point to enable dataset discovery.
Additional benefit: attribution of datasets to contributors in the form
of links.
Krisnadhi, et al Diversity++ 2015 2 / 13
Rolling Deck Repository (R2R)
Screen shot (10/10/2015) from: http://www.rvdata.us/catalog/Kilo_Moana
Krisnadhi, et al Diversity++ 2015 3 / 13
R2R
http://www.rvdata.us
Every NSF-funded cruise on a vessel in the
academic fleet creates an R2R record.
Environmental sensor data on-board vessels.
Catalog of vessels, instrumentation systems, expeditions, datasets,
investigators, organizations, funding awards, cruise reports, and
navigation tracks.
>530k triples, 25 in-service vessels, >4.3k cruises, >18 mil. archived
files
60,000 page views per month.
Krisnadhi, et al Diversity++ 2015 4 / 13
R2R: Architecture
Original picture from: http://www.rvdata.us/system/files/overview.png as displayed on (10/10/2015) at
http://www.rvdata.us/overview
Krisnadhi, et al Diversity++ 2015 5 / 13
R2R - http://data.rvdata.us
Krisnadhi, et al Diversity++ 2015 6 / 13
Biological and Chemical Oceanography Data Management
Office (BCO-DMO)
Screen shot (10/10/2015) from: http://mapservice.bco-dmo.org/mapserver/maps-ol/index.php
Krisnadhi, et al Diversity++ 2015 7 / 13
BCO-DMO: Architecture
BCO-DMO Data Management Architectural Overview
Metadata
Database
and Web
Content
Data ServerData ServerData Server
Geospatial Access
MapServer-cartography
OpenLayers-interface;
interrogate and draw
features
ExtJS and other JavaScript
libraries-environment
MySQL-metadata
BCO-DMO
Website
Public access
via Drupal
Web content and
metadata
JGOFS/GLOBEC
Backend Data
Storage and
Retrieval
Supporting Software
- Drupal
- PHP, Perl
- Load navigation and date
information into Location
table (Perl)
- Report modules
- NSF Tracker subsystem
Data Manager access
Metadata and web
content insert, update,
delete and display
Perl Library
Perl code calling REST
API via Drupal
November 21, 2013
Highlights
Text based interface; Geospatial
(MapServer) interface; Metadata
database stored in Drupal CMS;
Distributed backend data
management system; Fitness for
purpose tools in MapServer and
JGOFS/GLOBEC; Browser clients,
also distributed; Ability to support
other data management backends;
Semantic elements (contributed vs
standard names); Advanced
search using triple stores from
several sources; No login required;
Access to metadata; Access to
actual data; Data manager
interface via Drupal; Direct transfer
of data and metadata to
appropriate national archive, such
as NODC, when data are final.
Original picture from: http://www.bco-dmo.org/sites/default/files/BCO-DMO_System_Architecture.pdf as displayed on
10/10/2015
Krisnadhi, et al Diversity++ 2015 8 / 13
BCO-DMO
http://bco-dmo.org
PI of NSF-funded research expedition must
submit data from their expedition to
BCO-DMO.
PI may bring own instruments.
Catalog of datasets, instrumentation systems, measurement
parameters, investigators, organizations, funding awards, projects,
programs, and deployments.
Deployments involve than just vessels (i.e., not just cruises).
>2.1 mil triples, 7,500 datasets including information about >1.7k
researchers, >2.1k deployments, 500 projects.
6.5k page views per month.
Krisnadhi, et al Diversity++ 2015 9 / 13
BCO-DMO
Krisnadhi, et al Diversity++ 2015 10 / 13
Overlaps
Only a few dozens oceanographic research vessels being deployed.
R2R is vessel-centric. BCO-DMO is PI-centric and has more than just
cruise.
Overlapping set of people, cruise identifiers (linked between each
other).
341 person instances (exact match)
External links
R2R organization to dbpedia: 288/520
BCO-DMO instruments to dbpedia: 42/409
BCO-DMO organization to dbpedia: 81/488
Krisnadhi, et al Diversity++ 2015 11 / 13
Acknowledgements
GeoLink Project (NSF)
ISWC 2015 Travel Award
Krisnadhi, et al Diversity++ 2015 12 / 13
Thank you!
Krisnadhi, et al Diversity++ 2015 13 / 13

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R2R+BCO-DMO Linked Oceanographic Datasets

  • 1. R2R+BCO-DMO – Linked Oceanographic Datasets Adila Krisnadhi1,5 Robert Arko2 Suzanne Carbotte2 Cynthia Chandler3 Michelle Cheatham1 Pascal Hitzler1 Yingji Hu4 Krzysztof Janowciz4 Peng Ji2 Nazifa Karima1 Adam Shepherd3 Peter Wiebe3 1Data Semantics Lab, Wright State University 2Lamont-Doherty Observatory, Columbia University 3Woods Hole Oceanographic Institution 4Geography Department, University of California, Santa Barbara 5Faculty of Computer Science, Universitas Indonesia Diversity++ 2015 Krisnadhi, et al Diversity++ 2015 1 / 13
  • 2. Why Linked Data for Oceanography Data proliferation Increased number of repositories ⇒ increased heterogeneity. Need to discover, access, and integrate data cross repositories R2R & BCO-DMO are repositories. Both hold datasets of field observations. Linked data is for metadata of those datasets. Linked data objective: starting point to enable dataset discovery. Additional benefit: attribution of datasets to contributors in the form of links. Krisnadhi, et al Diversity++ 2015 2 / 13
  • 3. Rolling Deck Repository (R2R) Screen shot (10/10/2015) from: http://www.rvdata.us/catalog/Kilo_Moana Krisnadhi, et al Diversity++ 2015 3 / 13
  • 4. R2R http://www.rvdata.us Every NSF-funded cruise on a vessel in the academic fleet creates an R2R record. Environmental sensor data on-board vessels. Catalog of vessels, instrumentation systems, expeditions, datasets, investigators, organizations, funding awards, cruise reports, and navigation tracks. >530k triples, 25 in-service vessels, >4.3k cruises, >18 mil. archived files 60,000 page views per month. Krisnadhi, et al Diversity++ 2015 4 / 13
  • 5. R2R: Architecture Original picture from: http://www.rvdata.us/system/files/overview.png as displayed on (10/10/2015) at http://www.rvdata.us/overview Krisnadhi, et al Diversity++ 2015 5 / 13
  • 6. R2R - http://data.rvdata.us Krisnadhi, et al Diversity++ 2015 6 / 13
  • 7. Biological and Chemical Oceanography Data Management Office (BCO-DMO) Screen shot (10/10/2015) from: http://mapservice.bco-dmo.org/mapserver/maps-ol/index.php Krisnadhi, et al Diversity++ 2015 7 / 13
  • 8. BCO-DMO: Architecture BCO-DMO Data Management Architectural Overview Metadata Database and Web Content Data ServerData ServerData Server Geospatial Access MapServer-cartography OpenLayers-interface; interrogate and draw features ExtJS and other JavaScript libraries-environment MySQL-metadata BCO-DMO Website Public access via Drupal Web content and metadata JGOFS/GLOBEC Backend Data Storage and Retrieval Supporting Software - Drupal - PHP, Perl - Load navigation and date information into Location table (Perl) - Report modules - NSF Tracker subsystem Data Manager access Metadata and web content insert, update, delete and display Perl Library Perl code calling REST API via Drupal November 21, 2013 Highlights Text based interface; Geospatial (MapServer) interface; Metadata database stored in Drupal CMS; Distributed backend data management system; Fitness for purpose tools in MapServer and JGOFS/GLOBEC; Browser clients, also distributed; Ability to support other data management backends; Semantic elements (contributed vs standard names); Advanced search using triple stores from several sources; No login required; Access to metadata; Access to actual data; Data manager interface via Drupal; Direct transfer of data and metadata to appropriate national archive, such as NODC, when data are final. Original picture from: http://www.bco-dmo.org/sites/default/files/BCO-DMO_System_Architecture.pdf as displayed on 10/10/2015 Krisnadhi, et al Diversity++ 2015 8 / 13
  • 9. BCO-DMO http://bco-dmo.org PI of NSF-funded research expedition must submit data from their expedition to BCO-DMO. PI may bring own instruments. Catalog of datasets, instrumentation systems, measurement parameters, investigators, organizations, funding awards, projects, programs, and deployments. Deployments involve than just vessels (i.e., not just cruises). >2.1 mil triples, 7,500 datasets including information about >1.7k researchers, >2.1k deployments, 500 projects. 6.5k page views per month. Krisnadhi, et al Diversity++ 2015 9 / 13
  • 10. BCO-DMO Krisnadhi, et al Diversity++ 2015 10 / 13
  • 11. Overlaps Only a few dozens oceanographic research vessels being deployed. R2R is vessel-centric. BCO-DMO is PI-centric and has more than just cruise. Overlapping set of people, cruise identifiers (linked between each other). 341 person instances (exact match) External links R2R organization to dbpedia: 288/520 BCO-DMO instruments to dbpedia: 42/409 BCO-DMO organization to dbpedia: 81/488 Krisnadhi, et al Diversity++ 2015 11 / 13
  • 12. Acknowledgements GeoLink Project (NSF) ISWC 2015 Travel Award Krisnadhi, et al Diversity++ 2015 12 / 13
  • 13. Thank you! Krisnadhi, et al Diversity++ 2015 13 / 13