News

We are pleased to announce the release of NeuCo-Bench, a lightweight, task-driven benchmarking framework for evaluating compact Earth Observation (EO) embeddings. Originally developed to support submissions for the EARTHVISION 2025 Challenge at CVPR, NeuCo-Bench is now available as a standalone toolkit for local evaluation and research use.  What is NeuCo-Bench? NeuCo-Bench is a model-agnostic evaluation framework…

We’re proud to announce that the Embed2Scale project will be strongly represented at the upcoming ESA Living Planet Symposium 2025 (LPS25), the international event gathering the Earth Observation community to advance the transition from satellite-based observation to climate action and sustainable innovation.  Dr. Conrad Albrecht from the German Aerospace Center (DLR) will present a series…

The European Space Agency’s Living Planet Symposium 2025 (LPS25) is set to take place from 23–27 June 2025 in Vienna, Austria, bringing together the global Earth Observation (EO) community under the theme “From Observation to Climate Action and Sustainability for Earth.”  Held every three years, the Living Planet Symposium is one of the world’s premier…

The Embed2Scale consortium is proud to announce its participation in the upcoming ESA Living Planet Symposium 2025, one of the world’s foremost events for Earth Observation research, taking place in Vienna, Austria, from 23–27 June 2025. At the heart of the project’s presence is the session “EO-based Solutions to Address Civil Security-Related Scenarios” co-organised by…

The ESA-NASA International Workshop on AI Foundation Model for Earth Observation, taking place from 5–7 May 2025 at ESA’s ESRIN (Frascati, Italy), will feature a dedicated session initiated by Embed2Scale: This interactive ideation session—moderated by Isabelle Wittmann (IBM Research Europe), Conrad Albrecht (DLR) and Thomas Brunschwiler (IBM Research Europe)—aims to officially launch the Earth2Vec Xchange,…

We are pleased to highlight a new scientific contribution partially supported by Embed2Scale: “GSR4B: Biomass Map Super-Resolution with Sentinel-1/2 Guidance”, which was presented at ISPRS Geospatial Week 2025 in Dubai, on April 8, 2025. This research, led by the University of Zurich team, demonstrates how existing low-resolution aboveground biomass maps can be super-resolved to 10m…

The Embed2Scale project will be actively participating in the ESA-NASA International Workshop on AI Foundation Model for Earth Observation, taking place in May 5-7, 2025, at ESA’s ESRIN in Frascati, Italy. The workshop will bring together experts from the European and international AI and EO communities to explore the advancements, challenges and real-world applications of…

Embed2Scale’s CVPR EarthVision Data Challenge, has successfully concluded its Development Phase and we are thrilled to share some key insights! Over the course of the challenge, 36 teams registered, with 23 actively making a total of 463 submissions. This impressive engagement highlights the growing interest in lossy neural compression methodologies and their impact on geospatial…

We are pleased to announce that four contributions from the Embed2Scale consortium have been accepted for presentation at the EGU General Assembly 2025, one of the leading geoscience conferences in Europe, taking place in Vienna & online on 27 April – 2 May 2025. These contributions showcase cutting-edge advancements in AI-powered compression and embedding techniques…

The Embed2Scale-organized original session at EGU General Assembly 2025 has been merged with another session to form a broader discussion on Foundation Models in Earth Observation and Climate Science. The newly combined session, titled “Advancing Foundation Models for Earth and Climate: Benchmarking, Best Practices and AI-Enabled Scientific Understanding” will take place on Monday 28 April…