CGIAR’s Big Data Platform - Capsella€¦ · Agronomy, breeding management CGIAR technology...
Transcript of CGIAR’s Big Data Platform - Capsella€¦ · Agronomy, breeding management CGIAR technology...
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CGIAR’s Big Data Platform
Medha Devare ([email protected])CAPSELLA Open Data Workshop, Chania | June 2, 2017
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Who?
GOALS
Reduced poverty
Improved food and nutrition security for health
Improved natural resource systems and ecosystem services
15 Centers; >8000 scientists; fundamental to applied, multi-scale, multi-disciplinary research
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“The data and knowledge products generated by CGIAR arguably are assets of comparable social value to the content of the genebanks, which strongly suggests that CGIAR has dramatically underinvested in the curation and maintenance of these assets.
“The field is changing so fast that the only way to stay on the edge is to be invested and involved in these processes, which occur outside the CGIAR.
“…growing amount of frustration…on lack of data transparency and discoverability on breeding, remote sensing, soil agronomy, etc.”
Why?
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http://guides.library.queensu.ca/infoneeds
Opportunities
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Why?
Value addition via reuse of research outputs enhanced innovation
Data transparency, democratization actionable information
Improve cross-regional, cross-disciplinary learning and innovation
Facilitate internal/external monitoring and evaluation
Cement institutional memory
Increase efficiency, RoI; reduce effort duplication
CGIAR outputs are public goods
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Requires FAIR datasets harmonization on tools/platforms/standards, and… incentives/culture
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Organize
Support data generation and management, practices, enable FAIR data
Convene
Bring together big data practitioners, private sector, academia, (I)NGOs++ to produce innovative solutions
Inspire
Employ analytics and ICTs to deliver info to farmers, monitor ag and food security, and inform policy
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• Address standardization at data collection – not at data storage stage (AMS)
• Support adoption of minimum metadata standard (CG Core)
• Establish and foster uptake of interoperability standards and protocols – through Communities of Practice where needed (controlled vocabularies, ontologies)
• Develop easy workflows, and data documentation, curation, QA/QC processes
• Ensure ease of use, value proposition for databases and tools
• Provide continuous support for researchers (advocacy, training, DMP help…)
• Incentivize data sharing (annual evals, “data sprints” with rewards, dataset citations, funding consequences…)
Issues: Culture, technical…business model…
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OrganizeSupport and improve data generation, management, access
Platforms
Interoperability
Ontologies, vocabularies
Harmonized data/info
Data management
Agronomy, breeding management
CGIAR technology catalog
Analytics/tools
Technology mapping
Research discovery
Decision support, visualization
M+E
Infrastructure (LOD enabled)
Plans, budgets, approaches aligned across units/entities
Stakeholder buy-in
OA-OD capacity, support, visibility
Metadata, SOPs
phase I OA/OD, build in phase IIBig Data Platform
Apps – links to telcos(to/from farmer)
Data quality, ethics
Other interoperable
platforms
Genebanks
Excellence in Breeding
Aligned donor policies, guidelines/DMPs…
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Global discovery
Federated search across centers
Categorized content type
Faceted results
Contents referenced via standard geo-coordination (ISO)
Machine-readable
Human + machine readable content
Collection of tools
Toolkit for analytics
Improved access, reuse
High precision, integration via controlled vocabularies, ontologies
Search CERES
Aspiration
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Aspiration
Hey Cigi, when should I plant my maize? How should I manage my crop?
Real-time decision support for farmers
Easy natural language as an interface
Smart artificial intelligence trained by CGIAR and partners
Leveraging multiple open, harmonized and interoperable databases
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Thanks!