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---
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title: FORCE11 Semantic Climate Working Group
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date: 2026-06-08
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featured: true
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description: Open Tools for Knowledge Extraction from Scholarly Publications
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image: /static/img/events2026/FORCE11WG_flyer2.png
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tags:
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- semanticclimate
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- outreach
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- hackathon
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---
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## semanticClimate: Open Tools for Knowledge Extraction from Scholarly Publications
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#### [FORCE11 WG 2026](https://force11.org/group/semanticclimate-open-tools-for-knowledge-extraction-from-scholarly-publications/)
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FORCE11 Working Group (WG) or Task Group (TG) operating under the umbrella of [FORCE11](https://force11.org/), an international community focused on improving how research is created, shared, discovered, cited, and reused in the digital age. FORCE11 stands for Future of Research Communications and e-Scholarship.
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### What is FORCE11?
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FORCE11 brings together researchers, librarians, publishers, software developers, data scientists, and research funders to develop better practices for scholarly communication and open science. Its mission is to improve research practices through innovations in knowledge creation and sharing.
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<table>
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<tr>
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<td>
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<img src='{{ "/static/img/events2026/FORCE11WG_flyer2.png" | url }}' width="500" height="100">
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</td>
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</tr>
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</table>
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## What is a FORCE11 Working Group (TG/WG)?
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A FORCE11 Working Group is a community-driven team that focuses on a specific challenge in scholarly communication and produces practical outputs such as:
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- Principles and guidelines
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- Standards and best practices
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- Open-source tools and software
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- Training materials
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- White papers and reports
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The FORCE11 Semantic Climate Task Group is an international open-science initiative dedicated to transforming climate knowledge into structured, reusable, and machine-readable resources. By combining semantic technologies, artificial intelligence, open scholarship, and community participation, the project aims to make climate information more accessible for researchers, educators, policymakers, and citizens.
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The project is developed under the principles of Open Notebook Science, transparency, reproducibility, and knowledge equity. Our work focuses on converting climate-related documents, reports, and scholarly publications into semantic resources that can be searched, linked, analyzed, and reused.
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## Why This Project?
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Climate knowledge is often scattered across thousands of publications, reports, and datasets. Much of this information remains locked in PDFs and unstructured documents, limiting discoverability and reuse.
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The FORCE11 Semantic Climate Working Group addresses these challenges by:
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- Making climate knowledge machine-readable
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- Supporting AI-assisted literature review
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- Building semantic dictionaries and encyclopedias
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- Creating climate knowledge graphs
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- Promoting open science and knowledge equity
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## Open Source Semantic Tools
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The project actively uses and contributes to:
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- `pygetpapers`
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- `docanalysis`
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- `amilib`
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- `semantic encyclopedias`
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- knowledge graph workflows
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These tools support the automated retrieval, annotation, and analysis of climate literature.
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### Resources
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- [GitHub Repository](https://github.com/semanticClimate/FORCE11TG-semanticClimate)
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[semanticClimate Website](https://semanticclimate.github.io/p/en/)
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#### Contact
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- semanticclimate@gmail.com
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