Dataset cards
Source authority, citation, terms, coverage, variables, units and limitations.
REPRODUCIBLE RESEARCH INFRASTRUCTURE
Official Snapshot Registry
Versioned dataset cards, cryptographic checksums, immutable artifacts and benchmark release bundles designed for scientific review and archival DOI deposit.
Immutable snapshots
SHA-256, file size, row count and column count verification.
Registry index
Deterministic inventory of dataset and benchmark-release versions.
Release bundles
Exact inputs, protocol, outputs and publication boundaries.
Official sources
Designed for NOAA, EPA, EEA, NASA FIRMS and ERA5-Land snapshots.
DOI-ready, not DOI-invented
DOIs are recorded only after manual archival deposit and review.