A Knowledge Lake Management System For The Agrifood Data Space
S TELAR will develop a Knowledge Lake Management System (KLMS) to support FAIR and AI-ready data, (semi-)automatically turning a raw data lake into a knowledge lake. This is achieved by:
Enhancing the data lake with a knowledge layer:
• a Data Catalog offering automatically enhanced metadata for the data assets in the lake
• a Knowledge Graph that semantically describes and interlinks these data assets using suitable domain ontologies and vocabularies
A set of data management tools and workflows for:
• data discovery and quality management
• data linking and alignment
• data annotation and synthetic data generation
The KLMS will:
• enable finding and selecting relevant data sources
• facilitate configuring and tuning the data management tools
• support designing, executing and monitoring end-to-end data processing workflows
• treat geospatial data, time series, and text as first-class citizens
• be pilot tested in use cases relevant to the agri-food sector
Funding Program:
Horizon EuropeCall:
HORIZON-CL4-2021-DATA-01-03GA No.:
101070122Duration:
2022-2025EC Funding:
€ 5.678.325.00Website:
stelar-project.euSpatio-TEmporal Linked data tools for the AgRi-food data space
Our role in the project
As Dissemination, Exploitation and Communication (DEC) leaders we will:
- Set up a clear and strategic Dissemination, Exploitation and Communication (DEC) Plan;
- Build a strong visual identity and communication strategy for smooth stakeholder engagement;
- Build synergies with European industrial associations, DIHs, data exchange initiatives and movements to amplify our growth opportunities;
- Craft a roadmap for market uptake and sustainability of our results;
Furthermore, as a leader of task 1.1 we will document a set of diverse use cases, extract requirements which will be used to elaborate on the KPIs for evaluating the KLMS during the pilots; and as a leader of task 5.1 we will conduct pilot specification and preparation activities.
STELAR by numbers
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Partners
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Countries
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Pilots
- 9 partners from 5 European countries
- 3 pilots conducted, covering: (1) Risk prevention in food supply lines, (2) Early crop growth predictions, (3) Timely precision farming interventions
- >50% reduction of time, energy and cost by using the STELAR KLMS
- 25 industry partnerships
