Data Readiness
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54 profiles ·
source-checked 13 Jul 2026

Metadata profile · 4.7 · 2026-03-03

DataCite Metadata Schema

Maintained by DataCite Metadata Working Group · DataCite e.V.

What it helps you do

Use DataCite when you need identifiers, creators and contributors, titles, publisher, dates, resource types, versions, rights, funding, subjects, geolocation, and typed relations among research outputs.

  • Cross-cutting
PlanAcquireHarmonizeExchangeLearn + reuse

01

Where it fits—and where it doesn’t

Use these four checks before committing implementation time.

Use it when
Canonical publication metadata for datasets and related software, workflows, projects, instruments, and publications receiving DataCite DOIs.
Do not use it as
Do not treat DataCite as a complete solution on its own. It describes and cites a research output but does not specify its internal scientific schema, validate quality, or enforce access and reuse conditions.
Best for
Teams working with Cross-cutting data across Exchange → Learn + reuse.
Maturity
EstablishedEstablished enough for serious use; still pin the exact release and any implementation profile.

02

See it in the workflow

A standard creates value by changing a handoff, not by existing in a catalog.

  1. InputWhat starts

    Cross-cutting data, metadata, and the local decisions around them

  2. DataCiteWhat changes

    DataCite applies a shared metadata profile across Exchange → Learn + reuse

  3. OutputWhat becomes possible

    A more consistent, reviewable handoff for the next system or team

Readiness gateBefore scaling: It describes and cites a research output but does not specify its internal scientific schema, validate quality, or enforce access and reuse conditions.

03

A concrete example

A repository registers each frozen dataset release with a DOI, named contributors and identifiers, version, rights, funding, subjects, and typed links to source data, software, workflows, and publications.

Why it matters: Stable identifiers, versions, contributors, rights, and typed relations improve discovery and traceability, while field-level ML semantics and fitness evidence remain external.

04

What it fits with

Complements DCAT and Schema.org discovery metadata; version 4.7 adds RAiD and SWHID identifier types and richer relation metadata.

05

Implementation starter

Start with one bounded handoff. Pin, test, and review it before scaling.

  1. Name an accountable owner and the decision DataCite must support.

  2. Pin the exact version and companion artifacts: 4.7 · 2026-03-03.

  3. Map one representative input to the required metadata profile artifacts.

  4. Test the result against the canonical source and record every exception.

  5. Preserve the source data, mappings, and review evidence before scaling.

06

Limitation to test first—and the tests that catch it

Risk

It describes and cites a research output but does not specify its internal scientific schema, validate quality, or enforce access and reuse conditions.

Test

Run one representative end-to-end pilot and record exactly where DataCite loses context, needs an extension, or depends on another standard.

Risk

A structured or machine-readable result can still be unfit for analysis or AI.

Test

Test the output for missing context, provenance, terminology alignment, time leakage, and the intended downstream decision. Stable identifiers, versions, contributors, rights, and typed relations improve discovery and traceability, while field-level ML semantics and fitness evidence remain external.

07

Why we believe this

Checked against the canonical source plus independent operational evidence from an adopter, regulator, or implementation report.

Evidence notation: E1 + E2. The code is shorthand; the plain-language statement above is the claim.

Formal status
Released Metadata Schema 4.7
Confidence
High
Review state
Source-checked
Reviewed by
Persistent-identifier metadata reviewer
Last verified
13 July 2026
Review again when
DataCite schema, controlled-value, or API release
How the evidence method works

08

Source shelf

Official diagrams, examples, specifications, and explainers. Nothing external loads until you choose to open it.

  • Primary source4.7 · 2026-03-03

    DataCite Metadata Schema 4.7

    The canonical publisher or steward source used to verify this metadata profile profile.

    Publisher
    DataCite Metadata Working Group · DataCite e.V.
    Rights
    Rights remain with the publisher; this knowledge base links to the source rather than copying it.
    Access
    Opens the publisher's source in a new tab; no external media loads on this page.
    Verified
    2026-07-13
    Open at source

Next action

Put this profile in context

Compare its role with adjacent standards or place it inside an end-to-end data pathway before choosing an implementation.