Data provenance links outputs back to inputs and processes. Capture sources, processing steps, software versions and parameters. Provenance is essential for reproducibility and digital twin traceability.
Data provenance links outputs back to inputs and processes. Capture sources, processing steps, software versions and parameters. Provenance is essential for reproducibility and digital twin traceability.
Treat documentation as part of the product, not an afterthought. Provide README files, API docs, notebooks, and usage examples close to the data. Good documentation is a key ingredient of open knowledge.
#Documentation#OpenKnowledge
Treat documentation as part of the product, not an afterthought. Provide README files, API docs, notebooks, and usage examples close to the data. Good documentation is a key ingredient of open knowledge.
#Documentation#OpenKnowledge
Uncertainty is part of all measurements and models. Provide uncertainty estimates, quality flags or confidence levels with your products. Decision-makers trust EO products more when uncertainty is explicit.
#Uncertainty#EOProducts
Uncertainty is part of all measurements and models. Provide uncertainty estimates, quality flags or confidence levels with your products. Decision-makers trust EO products more when uncertainty is explicit.
#Uncertainty#EOProducts
Clear licensing is pivotal for open and restricted data both. When creating Earth observation based services and applications, licensing needs also to be interoperable.
#OpenLicenses#OpenKnowledge
Clear licensing is pivotal for open and restricted data both. When creating Earth observation based services and applications, licensing needs also to be interoperable.
#OpenLicenses#OpenKnowledge
Just published: At the halfway mark of the #OceanDecade, the 2024-2025 Ocean Decade Progress Report tells the story of a global movement transforming #OceanScience and knowledge into real-world impact.
👉Access it here: ow.ly/S7Mm50XGS7F
👇Read our thread for key insights
Reaching the right EO users isn’t easy.
EARSC supports its members through targeted activities, projects, and catalogues tailored to specific audiences (forestry, civil security & defence, local and regional authorities, and more).
Join EARSC: earsc.org/become-a-member/