D4.1: An analysis of open data repositories

This report presents a comparative analysis of open data repositories that support the five EU Missions: ‘Adaptation to Climate Change’, ‘Cancer’, ‘Restore our Oceans and Waters’, ‘Climate-Neutral and Smart Cities’, and ‘A Soil Deal for Europe’. It evaluates how these repositories align with FAIR principles (Findable, Accessible, Interoperable, and Reusable) and support citizen science participation.

Using a desk-based review, the study applied a structured framework assessing five core dimensions - repository openness, citizen data submission, interoperability, reuse
licensing clarity, and institutional sustainability - alongside cross-cutting criteria such as metadata standards, machine-readability, policy integration, and ethical governance.

Findings show that while repositories like EMODnet, Copernicus, and ESDAC perform strongly in technical and policy alignment, most platforms lack clear citizen submission channels, consistent reuse terms, or visible governance frameworks. Participatory platforms such as iNaturalist and OpenStreetMap highlight best practices but are not yet mainstreamed across Missions.

The report identifies best practices and recommends improving cross-repository interoperability, expanding participatory infrastructure, clarifying licensing, and ensuring
long-term sustainability. These steps are essential to transform open repositories into inclusive, ethical, and durable infrastructure for citizen science and mission delivery.