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Methodology ClimateKG ‐ Working Paper
Simon Worthington edited this page Jan 19, 2026
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Project name: Climate Knowledge Graph (ClimateKG)
Project status: Service R&D project
Start date: 2025年07月01日
Authors: Simon Worthington, email simon.worthington@tib.eu: Laura Oldenbourg, email laura.oldenbourg@tib.eu
Copyright: 2025, The Authors
Licence: GNU General Public License (GPL) https://www.gnu.org/licenses/gpl-3.0.html
- Keep it simple: Follow Gene and Protein databank models
- Follow UK Govenment Digital Service (GDS) design principles
- Use OpenNotebook Science methods
- Use UN Open Science Recommendations
- Documentation, Graphvis/Mermaid diagrams, and testing
- Use RDF design
- Automation
- Create a structured data store for a static report corpus
- Create the data store using Wikibase
- Create service for using reports: Their knowledge, and to republish parts of reports in collated publications
flowchart LR
A(Corpus) --> B
B(Data Store) --> C
C(Knowledge Service)
- About Wikibase - https://en.wikipedia.org/wiki/Wikibase and https://www.mediawiki.org/wiki/Wikibase
Wikibase data model:
- Relations - https://www.wikidata.org/wiki/Help:Basic_membership_properties
- Properties in Wikidata appear to be arbitarily assigned IDs and are not 100% stable - Mapping to these Wikidata properties will follow later in development.
- Wikibase technical tests: a. Install and create resusable dev environment b. Establish TIB hosting c. Establish data import workflow: Wikibaseintegrator Python API; Selenium screen scraping d. Improve publishing workflow #1: Quarto and WB2NB
- Describe current situation: a. Graphvis diagrams of current workflow and how imagine it extends to future workflows, and b. write a plain language description of simple relationship model.
- Import sample IPCC Chapter or report
- Import Dictionary
- Add Chapter Champions
- Add ORKG reborn articles - e.g., ORKG reborn
- Add Intern, courses, and Citizen Science OER programmes and skilling packages
- Test publishing pipelines: #1: Quarto, #2: CSS Paged Media, #3: Semantic Editor (related to ORKG reborn)
Renat Shigapov. "Wikibase Knowledge Graphs". Zenodo, December 10, 2022. https://github.com/shigapov/wikibase-knowledge-graphs https://doi.org/10.5281/zenodo.7421247.
An Analysis of Links in Wikidata https://2022.eswc-conferences.org/wp-content/uploads/2022/05/paper_41_Haller_et_al.pdf#page=11.15