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Methodology ClimateKG ‐ Working Paper

Simon Worthington edited this page Jan 19, 2026 · 1 revision

Notes

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

Design principles

  • 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

Knowledge Graph context

  • 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) 
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Edit diagram

Example knowledge graphs made with Wikibase

How to import HTML reports into Wikibase?

Wikibase data model:

Work prgramme

In progress

  1. 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
  2. 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.

Roadmap

  1. Import sample IPCC Chapter or report
  2. Import Dictionary
  3. Add Chapter Champions
  4. Add ORKG reborn articles - e.g., ORKG reborn
  5. Add Intern, courses, and Citizen Science OER programmes and skilling packages
  6. Test publishing pipelines: #1: Quarto, #2: CSS Paged Media, #3: Semantic Editor (related to ORKG reborn)

Literature

Zotero collection

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

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