Embed2Scale: EO Embeddings & Tools for Real-World Applications

As Embed2Scale enters its final months, join our final dissemination webinar ( Earth Observation Embeddings & tools for real world applications )  3rd Dec. 2026 to discover how AI-powered embeddings can make Earth observation and weather data easier to access, exchange and analyse. By transforming large datasets into compact, reusable representations, Embed2Scale aims to reduce barriers to data sharing and support more efficient analytics across distributed infrastructures.
We will share key results and insights from applications in maritime awareness, forest biomass monitoring, climate and air pollution prediction from spatio-temporal observational constraints , and crop stress and yield detection. Beyond the technical achievements, we will reflect on what these results mean for users and what is needed to translate them into lasting, practical solutions. Bringing together researchers, practitioners and potential users, the webinar offers an opportunity to discuss practical benefits, explore open-source outputs and consider how the project’s results can be adopted and sustained beyond its lifetime. Participants are warmly invited to contribute their questions and perspectives to help shape the next steps for uptake and collaboration.

Register here