OFFICIAL DATA RELEASE INFRASTRUCTURE

From provider records to frozen research evidence

Pack 06 creates secret-free acquisition plans, deterministic quality gates, immutable snapshots, Dataset Cards, registry entries and benchmark-ready tables.

Official recipes

NOAA, EPA, NASA FIRMS, EEA and ERA5-Land acquisition paths are explicit and reviewable.

No secrets in plans

Credentials are referenced only by environment-variable name.

Quality gates

Observation count, uniqueness, quality score, errors and target coverage are predeclared.

Immutable artifacts

Normalized records, quality reports, plans, manifests and tables receive SHA-256 checksums.

Dataset Cards

Coverage, variables, units, citations, protocols and limitations are versioned.

Benchmark ready

Every accepted snapshot exports a deterministic long-format table for reproducible experiments.

Boundary. Verified means internally consistent and quality-gated. It does not mean universally representative, clinically valid or an official warning product.