Primary sources & specifications

Built on standards researchers already use.

The list below is Clio’s current foundation map. These links point to primary academic papers and normative or authoritative specifications; adoption and export integrations remain work in progress.

Cloud-native imaging

OME-NGFF / OME-Zarr

A next-generation format direction for large, multi-resolution biological image collections.

Stewardship

FAIR principles

The cross-cutting direction: data should be findable, accessible, interoperable, and reusable.

Implementation status: the standards are documented foundations, not evidence that Clio currently publishes to GBIF, ALA, the EBI BioImage Archive, or any other repository.

Quality evidence

Standards give a record a shared vocabulary. Review gives it meaning.

Clio’s planned three-tier verification workflow is informed by the citizen-science data-quality literature, including Kosmala et al. (2016) and the GBIF data-quality requirements.

Read the quality review ↗