Part 2: FAIR Implementation Examples in Earth Observation
Example 1: EarthCODE Comprehensive Platform (7 minutes)¶
Live Demo: https://
ESA’s EarthCODE represents the most advanced FAIR implementation in EO:
Findable - Advanced Data Cataloging:
- Open Science Data Catalogue with STAC-compliant metadata
- Searchable by themes, variables, projects, products, and EO missions
- Community-driven curation through GitHub pull requests
Accessible - Multi-Platform Integration:
- Single sign-on (SSO) across partner platforms
- Network of Resources (NoR) sponsorship for cloud computing
- Open source catalog with API access
Interoperable - Standards-Based Architecture:
- STAC metadata standards for data discovery
- Cloud-native formats: COG, Zarr for optimal performance
- CF conventions for climate and forecast data
Reusable - Multi-Level Workflow Sharing:
- Complete experimental packages with data, workflows, and documentation
- Cross-platform portability via GitHub
- Version control for full provenance tracking
Example 2: SeasFire Cube Case Study (8 minutes)¶
Live Navigation: Find the SeasFire dataset in EarthCODE catalog
FAIR Implementation Analysis:
- F1: DOI assigned (10.5281/zenodo.13834057)
- F2: Rich metadata (temporal: 2001-2021, spatial: global, 8-day resolution)
- A1: Direct cloud access via HTTP/HTTPS
- A1.1: CC-BY-4.0 license, no authentication barriers
- I1: Zarr format, STAC JSON metadata
- I2: GCMD keywords, CF conventions
- R1: Complete methodology documentation
- R1.2: Full provenance from ESA Future EO-1 project
Business Impact:
- Time Savings: Researchers can find and access data in minutes, not weeks
- Collaboration: Multiple research groups can build on the same validated dataset
- Innovation: Enables rapid development of wildfire monitoring applications
Example 3: Quick Look at Other ESA Services (5 minutes)¶
Cubes & Clouds Educational Initiative:
- DOI: 10.5281/zenodo.10869466
- Multiple access methods: web platform, GitHub, Zenodo
- Modular structure enables reuse of individual lessons
EOPF Processing Framework:
- STAC catalog: https://
stac .browser .user .eopf .eodc .eu - Open source with comprehensive documentation
- Standard APIs compatible with Python ecosystem