Structured publishing in JATS XML
Reports are encoded in JATS so text, figures, tables, references and contributor roles are machine-readable, deposited to indexing services and preserved in long-term archives.
GCRI · Reports
Data engineering for publishing
Data engineering, interoperability and stewardship make a report series findable, citable, archivable and correctable. Structured text, persistent identifiers, rich metadata and version control let each figure be traced to its sources, let corrections travel to every system that holds a copy, and let reports remain readable long after their platforms change.
01Qeyd
Data engineering for publishing on the record.
Method recordSTEM method
- RêbazEndezyariya daneyê, hevgirtî û xwedîtî
- ParêzvanDane û hesabkirin
- Applied inrêzeya Pergalên Stratejîk
- Dane5 inputs
- Checks4 validation steps
- Canonical pageSTEM Commons
02Application
What data engineering, interoperability and stewardship does here.
Data engineering, interoperability and stewardship cover the pipelines, standards and governance that make data usable and trustworthy. They determine whether information from different sectors can be combined for joint nirxandina xetereyê. In research and evidence, sound data engineering allows hazard, exposure and financial data to be linked consistently. It supports transparent and repeatable analysis of interconnected risk. The canonical description is on STEM Commons.
Persistent identifiers across the record
Reports carry DOIs and an ISSN for the series, contributors ORCID iDs, institutions ROR identifiers, and datasets and code their own DOIs, linked in deposited metadata.
Versioning and update metadata
Every substantive change creates a new identified version, and corrections and retractions are deposited as update relationships so databases and readers see the current status.
03Rêbaz û delîl
How data engineering for publishing is modelled, measured and tested.
Model, texmînên wî, daneyên wî û nediyariya wî, bi şeweyê ku zanyar an endezyar kontrol bike. Avahî rêbazên weşandî dişopînin. Nirxên hatine xêzkirin nimûneyî ne, ne encam in.
Daneset û çavkanî
The data classes behind data engineering for publishing and what is recorded about each before it is used.
| Çîna daneyê | Çavkanî hatiye tomarkirin | Biryar hatiye diyarkirin | Lîsans hatiye kontrolkirin |
|---|---|---|---|
| Wêneyên peykî, optîk û radar | sensor, asta pêvajoyê, dîroka wergirtinê | mezinahiya pîkselê û vegera çavdêriyê | her dîmen |
| Vekolîna nû û derxistina modela avhewa | model, ceribandin, endam, guhertoyê | tor û gava demê | her weşan |
| Sensor û pîvanên cihê xwe | stasyon, amûr, tomara kalîbrasyonê | xal û rêjeya nimûnegirtinê | her tor |
| Rûbirûbûna nifûs û mal û milkan | rêbaz, berhema salê, çavkaniyên têketinê | mezinahiya şaneyê û yekeya wê | her weşan |
| Sînor û erdnîgariya referansê | hilberîner, çap, dîrok | pîvan | her çap |
- Xetên eslê daneyê
- Qeyda W3C PROV ji çavkaniyê heta wêneyê
- Prensîp
- FAIR: dîtbar, gihîştbar, hevgirtî, ji nû ve bikaranîn
- Valahî
- wekî winda tê nîşandan, tu carî bi bêdengî nayê dagirtin
Prensîbên rêber ên FAIR · GO FAIR û FORCE11W3C PROV · World Wide Web ConsortiumRêwerzên ji bo birêvebirina hevgirtî ya nediyarîyan · IPCCCEOS Analysis Ready Data · Committee on Earth Observation Satellites
04Dane
What the method consumes.
Datasets and records used by data engineering, interoperability and stewardship on this platform, with the role each plays and the label its values carry. Sources are listed in the source register.
| Dane | Rol | Nîşan |
|---|---|---|
| Crossref and DataCite metadata | Identifier registration, references, funding and update links | Statîstîkên weşandî |
| ORCID public data | Contributor identity and affiliations | DECLARED |
| Research Organization Registry | Institution identifiers | Statîstîkên weşandî |
| ISSN Portal | Series identification and title history | Statîstîkên weşandî |
| Directory of Open Access Journals | Open access status and licence of journal sources | REPORTED |
05Pêvajo
Pêvajo çawa dimeşe.
Process explorer · Process
Data engineering for publishing: Build, sign and accept
10 steps·4 qonax·2 derî
Pêvajo
Data engineering for publishing: Build, sign and accept
An admitted mission becomes a cycle project; the build is pinned, verified and signed, and the Global Risks Forum (GRF) records acceptance for exercise, not permission to deploy.
01 Request and sources
- 01Admitted mission becomes a cycle projectTomar · Universe to FoundryAn admitted mission becomes a cycle project with a decision case.
- 02Qualify data sources and resourcesStep · the Global Centre for Risk and Innovation (GCRI)GCRI qualifies data sources and resource offers and builds the scenario models. An offer is not an allocation.
02 Build and verify
- 03Source snapshotTomar · NXS-FAC (blueprints, builds and signing)The snapshot pins the commit, dependencies and generator versions.
- 04Build contractRecord · NXS-FAC (blueprints, builds and signing)The build contract declares the artefact kind, environment and reproducibility envelope.
- 05Integrate and buildModel · GCRIGCRI integrates software and data, signs builds, and tests security and interoperability.
- 06Verification suiteGate · NXS-FAC (blueprints, builds and signing)Required and advisory checks stay separate. Reproducibility needs pinned inputs, declared nondeterminism and independent rebuilds.
03 Sign and admit
- 07Sign the exact artefactStep · NXS-FAC (blueprints, builds and signing)NXS-FAC builds, attests and requests a signature via a scoped signer identity. It holds no key material.
- 08Package admissionStep · NXS-NXQ (software, models and capability lifecycle)NXS-NXQ receives the signed package and keeps admission evidence that binds the task, data class, evaluation suite and expiration.
04 Accept
- 09Core Build ReportTomar · GCRIThe Core Build Report is the go or no-go record. Universe assembles the Core and holds the decision for the exercise.
- 10G3 · Avakirin ji bo pratîkê hatiye pejirandinDerî · The Global Risks ForumGRF records whether the build is accepted for exercise. A signed build or release candidate is not permission to deploy to production.
Salê bernameyê · NXS-FAC · UniverseDesigned programme process, not a record of operation. No cycle has run and every programme is at service level R0. A gate is a programme decision, never a public-authority approval, certification or deployment authorisation. The record order follows the Builds and Releases room lists of NXS-FAC.
06Erêkirin
How results are checked.
Pipelines are tested with automated quality checks, schema validation and lineage audits. Reconciliation against source pergalan confirms completeness.
| Kontrol bikin | How it is done |
|---|---|
| Schema validation | JATS and deposit metadata are validated against their schemas before release |
| Identifier resolution | Every DOI, ORCID iD and ROR identifier in a report is checked to resolve to the intended record |
| Reference integrity | References are matched to their records and screened against retraction and correction notices |
| Archive and licence check | Each version is deposited in a preservation archive with a licence that matches the funder policy |
Incompatible standards, missing metadata and restrictive licences block integration. Legacy systems and undocumented transformations introduce silent errors.
08Stewardship
Who maintains the method.
Dane û hesabkirin stewards data engineering, interoperability and stewardship for the Consortium and reviews how it is applied across platforms.
09Girêdayî
Ev rûpel li ser Konsorsiyûmê te ber bi kû ve dibe.
10Pirs
Pirs û bersiv.
What are the limits of data engineering, interoperability and stewardship in this field?
Incompatible standards, missing metadata and restrictive licences block integration. Legacy systems and undocumented transformations introduce silent errors.
How are results checked?
Pipelines are tested with automated quality checks, schema validation and lineage audits. Reconciliation against source systems confirms completeness.
Are the values on this page real?
The data names, roles and checks are real descriptions of practice. The canvas shows a design of the method’s use, not a run; no result is reported here.
Where else is this method applied?
Çavdêrxaneya canonical method page lists every platform that applies it.
rêzeya Pergalên StratejîkTevkarî bike
Ji vê rûpelê delîl bidin.
Reports is the Consortium’s quarterly publication. What you know about this subject can become evidence, a case or a correction in the next edition, credited to you and published under CC BY 4.0 where it is your own work.
GCRIrêzeya Pergalên StratejîkXetera pergalên gerdûnî û berxwedanXetera pergalan û berxwedana welatanWelat, sê mehane
- E-nameDergeh GW-GCRIJi vê rûpelê bişîninDelîl, rastkirin, doz, rêbaz, nirxandin, wergerandin an têketina profîlê. Bi nîşana vê rûpelê digihîje, ji ber vê yekê edîtorê xwediyê wê wê bistîne.
- ZenodoDepoya vekirîWê razînin û ji civakê re bişîninTomara xwe li Zenodo bi ORCID iD ya xwe biweşînin, paşê wê li wir ji civaka Reports re bişînin. Kurator wê vedikolin; DOI ya we dimîne.
- rêzeya Pergalên StratejîkGCRIHemû rêyên beşdariyê bibîneCureyên beşdariyê, her yek çawa tê nirxandin, tu çi navlêkirinê distînî, lîsans û tiştê ku qet nayê qebûlkirin.
Tu carî daneyên şexsî, hûrgiliyên binesaza hesas an tiştekî ku mafê we yê parvekirinê tune ne neşînin. Beşdarî berî bikaranînê tê nirxandin; şandina wê nivîskarî an mafên edîtorî nade û sponsorî tu carî encamekê nakire.
rêzeya Pergalên Stratejîk
Rêbazek, danehevek an pirsek bîne.
Agahî û pirs îro vekirî ne. Pirsek referansekê distîne û gava piştî wê dide nasîn; serlêdan, drav, veqetandina hesabkirinê û tomarkirin tenê dema ku tîm, mercên wê û kapasîteya vekolînê hebin vedibin.
Hiqûqî
Belgeyên hiqûqî.
Nexşe, dane û jimarên vê malperê ji bo çarçoveyê û agahiyên giştî têne nîşandan. Ew ne şîret, ne pêşbînî û ne hişyarî ne; sînorên agahiyê di Daxuyaniyên Berpirsiyariyê û Daxuyaniyên Daneyê de hatine diyarkirin.