Our Commitments to High Quality Data

High-quality data underpin reliable AI; NSF NCAR commits to providing well-curated, documented, and validated Earth system data to support informed research decisions.

Data commitments include:

  • Quality assurance through validation and verification
  • Comprehensive documentation with metadata and provenance
  • Discoverability through standardized metadata and access protocols
  • Reliable access through maintained, resilient infrastructure for use and curation
  • Transparency about limitations, processing methods, and design context

We recognize that data fitness depends on the research question. Our role is to provide the documentation, context, and quality information researchers need to determine whether data are appropriate for their intended use.

 This commitment is reflected in our integrated research data commons, which:

combined.png