ESIP Data Readiness Cluster (2022). Checklist to examine AI readiness for open environmental datasets.
Retrieved from https://doi.org/10.6084/m9.figshare.19983722.v1

Fraunhofer FOKUS (2020). Definition and description of data quality indicators and metrics. Data Quality Guidelines.
Retrieved from https://joinup.ec.europa.eu/sites/default/files/solution/documentation/2020-08/PRJ004%20-%20ISA2%20Fraunhofer%20Fokus%20-%20Data%20Quality%20Guidelines%20-%20Deliverable%20B1%20-%20v1.2.pdf.

Fraunhofer FOKUS (2020). Recommendations for providing high quality data. Data Quality Guidelines.
Retrieved from https://joinup.ec.europa.eu/sites/default/files/solution/documentation/2020-08/PRJ004%20-%20ISA2%20Fraunhofer%20Fokus%20-%20Data%20Quality%20Guidelines%20-%20Deliverable%20C1%20-%20v1.3.pdf.

GO FAIR (2022). FAIR Principles.
Retrieved from https://www.gofair.org/fair-principles/

Greenberg, J. (2024, February 23). AI-Ready Data: Navigating the Dynamic Frontier of Metadata and Ontologies. Metadata Research Center.
https://mrc.cci.drexel.edu/2024/02/23/ai-ready-data-navigating-the-dynamic-frontier-of-metadata-and-ontologies/.

Hiniduma, K., Byna, S., & Bez, J. L. (2024). Data Readiness for AI: A 360-Degree Survey (arXiv:2404.05779). arXiv.
Retrieved from http://arxiv.org/abs/2404.05779.

Madiega, T. A. (2019). EU guidelines on ethics in artificial intelligence: Context and implementation. Think Tank, European Parliament.
https://www.europarl.europa.eu/RegData/etudes/BRIE/2019/640163/EPRS_BRI(2019)640163_EN.pdf.

Müller, V. C. (2023). Ethics of artificial intelligence and robotics. The Stanford Encyclopedia of Philosophy (Fall 2023 Edition). In Edward N. Zalta & Uri Nodelman (eds.).
https://plato.stanford.edu/cgi-bin/encyclopedia/archinfo.cgi?entry=ethics-ai.

Publications Office of the European Union. (2021). Data.europa.eu data quality guidelines. Publications Office of the European Union.
Retrieved from https://data.europa.eu/doi/10.2830/333095.

Rotaru, T. Ș., & Amariei, C. (2023). Ethical Issues in Research with Artificial Intelligence Systems. In M. Radenkovic (Ed.), Ethics - Scientific Research, Ethical Issues, Artificial Intelligence and Education.
https://www.intechopen.com/chapters/1127065.

United Nations System (2022). Principles for the ethical use of artificial intelligence in the United Nations System.
https://unsceb.org/sites/default/files/2022-09/Principles%20for%20the%20Ethical%20Use%20of%20AI%20in%20the%20UN%20System_1.pdf.

U.S. Department of Commerce. (2025). Generative AI and Open Data: Guidelines and Best Practices.
Retrieved from https://www.commerce.gov/sites/default/files/2025-01/GenerativeAI-Open-Data.pdf.

World Bank. (2023, June 26). From open data to AI-ready data: Building the foundations for responsible artificial intelligence. World Bank Blogs.
Retrieved from https://blogs.worldbank.org/en/opendata/from-open-data-to-ai-ready-data--building-the-foundations-for-re.