Link Climate: An Interoperable Knowledge Graph Platform for Climate Data
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Abstract (arXiv)
Climate science has become more ambitious in recent years as global awareness about the environment has grown. To better understand climate, historical climate (e.g. archived meteorological variables such as temperature, wind, water, etc.) and climate-related data (e.g. geographical features and human activities) are widely used by today's climate research to derive models for an explainable climate change and its effects. However, such data sources are often dispersed across a multitude of disconnected data silos on the Web. Moreover, there is a lack of advanced climate data platforms to enable multi-source heterogeneous climate data analysis, therefore, researchers must face a stern challenge in collecting and analyzing multi-source data. In this paper, we address this problem by proposing a climate knowledge graph for the integration of multiple climate data and other data sources into one service, leveraging Web technologies (e.g. HTTP) for multi-source climate data analysis. The proposed knowledge graph is primarily composed of data from the National Oceanic and Atmospheric Administration's daily climate summaries, OpenStreetMap, and Wikidata, and it supports joint data queries on these widely used databases. This paper shows, with a use case in Ireland and the United Kingdom, how climate researchers could benefit from this platform as it allows them to easily integrate datasets from different domains and geographical locations.
Key facts. Cited by 8 papers in the map (data through 7 Oct 2026). First posted on arXiv 28 Oct 2022.
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Citing papers per year: 2024: 2; 2025: 4; 2026: 2.
8 papers.
- 2024Knowledge-guided Machine Learning: Current Trends and Future Prospectscited by 13
- 2025RecKG: Knowledge Graph for Recommender Systemscited by 4
- 2025AutoClimDS: Climate Data Science Agentic AI -- A Knowledge Graph is All You Needcited by 4
- 2024Enhancing coastal water body segmentation with Landsat Irish Coastal Segmentation (LICS) datasetcited by 1
- 2025Flexible metadata harvesting for ecology using large language modelscited by 1
- 2025Querying Climate Knowledge: Semantic Retrieval for Scientific Discoverycited by 0
- 2026The Climate Change Knowledge Graph: Supporting Climate Servicescited by 0
- 2026A Framework and Prototype for a Navigable Map of Datasets in Engineering Design and Systems Engineeringcited by 0
- 2026A Framework and Prototype for a Navigable Map of Datasets in Engineering Design and Systems Engineering16 Mar 2026
- 2026The Climate Change Knowledge Graph: Supporting Climate Services23 Feb 2026
- 2025AutoClimDS: Climate Data Science Agentic AI -- A Knowledge Graph is All You Need25 Sep 2025
- 2025Querying Climate Knowledge: Semantic Retrieval for Scientific Discovery12 Sep 2025
- 2025Flexible metadata harvesting for ecology using large language models21 Aug 2025
- 2025RecKG: Knowledge Graph for Recommender Systems7 Jan 2025
- 2024Enhancing coastal water body segmentation with Landsat Irish Coastal Segmentation (LICS) dataset5 Sep 2024
- 2024Knowledge-guided Machine Learning: Current Trends and Future Prospects24 Mar 2024