Embed2Scale project

🌍 Embed2Scale has launched a new TerraTorch extension designed to enable Earth Observation (EO) embedding workflows. The extension adds low‑code and no‑code tools to generate, analyse, and reuse EO embeddings across a wide range of downstream tasks.

Read more: embed2scale.eu/2026/02/02/e...

🌍 Earth2Vec Community meeting

Next session on Friday 23 January, at 3 p.m. CET.

Topic: “MOSAIKS: A generalizable and accessible approach to machine learning with global satellite imagery”

Guest speaker: Esther Rolf (CU Boulder / ESIIL / Togo Data Lab)

Join via Discord: discord.gg/Ym6ngDhgGH

🌍 On 25 Feb 2026 at 2pm CET, Isabelle Wittmann (IBM) will speak at the AI for Good GeoAI Workshop, presenting TerraTorch and NeuCo‑Bench.

This workshop is the first in a series of events running throughout 2026 showcasing outcomes from Embed2Scale.

🔗 Register: aiforgood.itu.int/event/embedd...

🌍 Earth2Vec Community meeting

Next session on Friday 23 January, at 3 p.m. CET.

Topic: “MOSAIKS: A generalizable and accessible approach to machine learning with global satellite imagery”

Guest speaker: Esther Rolf (CU Boulder / ESIIL / Togo Data Lab)

Join via Discord: discord.gg/Ym6ngDhgGH

This morning, Thomas Brunschwiler (IBM), for Embed2Scale, contributed to the kick‑off of EUSPA AI Week, in a session focused on AI applications across the space downstream sector.

Follow @euspa.bsky.social for updates on AI’s potential to enable and transform the space downstream market.

EUSPA AI Week - Space Downstream Applications 19 January 2026

EUSPA AI Week – Day 1

Today we kick off EUSPA AI Week with a session on Advancing AI in space downstream applications.

Tune in live from 10:00 AM

Registration: www.euspa.europa.eu/newsroom-eve...

@ec.europa.eu @embed2scale.bsky.social

Embed2Scale to Present at EUSPA AI Week on Advancing AI in Space Downstream Applications - Embed2Scale The Embed2Scale project will take part in the “Advancing AI in Space Downstream Applications” session, held on 19 January 2026 as part of EUSPA AI Week. This online event brings together Horizon Europ...

📅 Join Embed2Scale for the Advancing AI in Space Downstream Applications online session from 10:15 to 11:30 CET on January 19, 2026.

Read more on E2S website: embed2scale.eu/2026/01/06/e...

#EUSPAAIWeek

Two Embed2Scale partners - Erik Scheurer and Gabriele Cavallaro from the @fzj-jsc.bsky.social - presented new research at the workshop Advances in Representation Learning for Earth Observation at EurIPS 2025 in Copenhagen, Denmark.

Learn more about their contribution: embed2scale.eu/2025/12/30/e...

𝗧𝗵𝗲 𝟯𝗿𝗱 𝗘𝗺𝗯𝗲𝗱𝟮𝗦𝗰𝗮𝗹𝗲 𝗻𝗲𝘄𝘀𝗹𝗲𝘁𝘁𝗲𝗿 𝗶𝘀 𝗼𝘂𝘁❗

🎯 Catch up on the latest updates, including the growing 𝗘𝗮𝗿𝘁𝗵𝟮𝗩𝗲𝗰 𝗰𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝘆, and highlights from recent events and upcoming workshops 🌍

👉 Read the full newsletter here: preview.mailerlite.io/emails/webvi...

🚀 Join us on 19 January 2026 at 10:15 CET for the online workshop “Advancing AI in Space Downstream Applications”, part of EUSPA AI Week, and discover how AI-driven projects are enhancing space downstream services.

👉 Register here: www.euspa.europa.eu/newsroom-eve...

@euspa.bsky.social

🛥️ Mid-September, project partner
@eusatellitecentre.bsky.social presented Embed2Scale’s latest research on vessel detection using radar imagery, AIS, and deep learning.
Read more about the first findings: embed2scale.eu/2025/11/12/e...

Insights into deep learning-based vessel detection and characterization using SAR and AIS data | SPIE Sensors + Imaging View presentations details for Insights into deep learning-based vessel detection and characterization using SAR and AIS data at SPIE Sensors + Imaging

It will showcase an approach that combines AIS data with dual-polarized Sentinel-1 SAR images to detect and classify vessels using a YOLO deep learning model.

➡️More information on the SPIE conference website: spie.org/spie-sensors...

@euspa.bsky.social

🇪🇸 Project partner @eusatellitecentre.bsky.social will represent @embed2scale.bsky.social at the #SPIE Security+Defence 2025 on September 17.

Miguel A. Belenguer-Plomer will give a presentation, titled "Insights into deep learning-based vessel detection and characterization using SAR and AIS data."

GitHub - embed2scale/NeuCo-Bench: Welcome to NeuCo-Bench, a benchmarking framework for evaluating compressed embeddings on downstream tasks. Welcome to NeuCo-Bench, a benchmarking framework for evaluating compressed embeddings on downstream tasks. - embed2scale/NeuCo-Bench

📣 We are proud to announce NeuCo-Bench: a lightweight, task-driven benchmarking framework for compact Earth Observation embeddings.

📄 Explore the repo and get started: github.com/embed2scale/...

CVPR Challenge: www.grss-ieee.org/events/earth...

@euspa.bsky.social

📣 We are proud to announce NeuCo-Bench: a lightweight, task-driven benchmarking framework for compact Earth Observation embeddings.

📄 Explore the repo and get started: github.com/embed2scale/NeuCo-Bench

CVPR Challenge: www.grss-ieee.org/events/earth...

Embed2Scale to Present AI-Driven Earth Observation Research at ESA’s Living Planet Symposium 2025 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 comm...

We’re heading to #LPS25! 🌍 Join #Embed2Scale at
European Space Agency's Living Planet Symposium in Vienna (23–27 June) for talks on:

🛰️ AI compression
🌐 Foundation models
📡 SAR for maritime
🧠 Self-supervised learning
➕ An invited talk on #Copernicus & AI!👉 bit.ly/4lcawSp

@euspa.bsky.social‬

🌿 New research alert from #Embed2Scale ‼️

❓ How can we improve aboveground biomass mapping when only low-resolution data is available? 🛰️

📄 Read the publication: embed2scale.eu/download/gsr...

#EarthObservation #RemoteSensing #Biomass #Sentinel #AI4EO #Copernicus #GeospatialAI #ClimateData

Meet our team today for the 𝗘𝗦𝗔-𝗡𝗔𝗦𝗔 𝗪𝗼𝗿𝗸𝘀𝗵𝗼𝗽 𝗼𝗻 𝗙𝗼𝘂𝗻𝗱𝗮𝘁𝗶𝗼𝗻 𝗠𝗼𝗱𝗲𝗹𝘀 𝗳𝗼𝗿 𝗘𝗮𝗿𝘁𝗵 𝗢𝗯𝘀𝗲𝗿𝘃𝗮𝘁𝗶𝗼𝗻❗

Find us at 𝗥𝗼𝗼𝗺 𝟭𝟱𝟭𝟭𝟭:
🔹 12.15 𝗧𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺𝗶𝗻𝗴 𝗘𝗮𝗿𝘁𝗵 𝗢𝗯𝘀𝗲𝗿𝘃𝗮𝘁𝗶𝗼𝗻 𝘁𝗵𝗿𝗼𝘂𝗴𝗵 𝗔𝗜-𝗗𝗿𝗶𝘃𝗲𝗻 𝗗𝗮𝘁𝗮 𝗖𝗼𝗺𝗽𝗿𝗲𝘀𝘀𝗶𝗼𝗻 & 𝗖𝗼𝗹𝗹𝗮𝗯𝗼𝗿𝗮𝘁𝗶𝗼𝗻
🔹14:30 𝗘𝗮𝗿𝘁𝗵𝟮𝗩𝗲𝗰 𝗫𝗰𝗵𝗮𝗻𝗴𝗲: 𝗘𝗺𝗯𝗲𝗱𝗱𝗶𝗻𝗴𝘀 𝗳𝗼𝗿 𝗘𝗮𝗿𝘁𝗵 𝗢𝗯𝘀𝗲𝗿𝘃𝗮𝘁𝗶𝗼𝗻-𝗞𝗶𝗰𝗸-𝗢𝗳𝗳

@euspa.bsky.social

📢 #Embed2Scale takes the stage on 📅 𝟲 𝗠𝗮𝘆 at the
🔹 𝗘𝗦𝗔-𝗡𝗔𝗦𝗔 𝗪𝗼𝗿𝗸𝘀𝗵𝗼𝗽 🔹 to present our work on AI-powered compression for #EarthObservation data:

❇️ 𝗝𝗢𝗜𝗡 𝗨𝗦
👉 embed2scale.eu/2025/04/03/e...
📌 “𝗘𝗮𝗿𝘁𝗵𝟮𝗩𝗲𝗰 𝗫𝗰𝗵𝗮𝗻𝗴𝗲:
👉 embed2scale.eu/2025/05/01/e...

@euspa.bsky.social

#FoundationModels #GeospatialAI

📍 Live from #EGU25!

🔹 Great to see our partners Conrad Albrecht, Tim Reichelt, Erik Scheurer and Rikard V. presenting their research at the poster sessions in Vienna this week.

Discover more details on their poster sessions:
📎 embed2scale.eu/2025/03/20/t...

@euspa.bsky.social

#EarthObservation

🚀 𝗘𝗚𝗨 𝟮𝟬𝟮𝟱 𝗶𝘀 𝗼𝗻 ❗

🔹 Meet our partners Conrad Albrecht, Tim Reichelt, Erik Scheurer and Rikard V. to discuss on their presentations 👉 embed2scale.eu/2025/03/20/t... and anything about foundation models for climate & more ❗

#EGU2025 #EarthObservation #AI #GeospatialData

🔷 𝗘𝗺𝗯𝗲𝗱𝟮𝗦𝗰𝗮𝗹𝗲 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝗧𝗮𝗸𝗲𝘀 𝘁𝗵𝗲 𝗦𝘁𝗮𝗴𝗲 𝗮𝘁 𝗘𝗚𝗨 𝟮𝟬𝟮𝟱 🌏

As we gear up for #EGU25, we’re proud to spotlight the scientific contributions from the Embed2Scale consortium ❗

🛰️ embed2scale.eu/2025/03/20/t...

@euspa.bsky.social

🔹 𝗧𝗵𝗲 𝟮𝗻𝗱 𝗘𝗺𝗯𝗲𝗱𝟮𝗦𝗰𝗮𝗹𝗲 𝗻𝗲𝘄𝘀𝗹𝗲𝘁𝘁𝗲𝗿 𝗶𝘀 𝗼𝘂𝘁 ❗

🎯 Catch up on the latest updates, recent scientific publications & upcoming events 🌍

👉 Read the full newsletter here:
🔗 lnkd.in/eNnmwps9

@euspa.bsky.social

#AI #Embeddings #EarthObservation #GeospatialData #Research #EUProjects #HorizonEurope

🌍 𝗖𝗩𝗣𝗥 𝗘𝗮𝗿𝘁𝗵𝗩𝗶𝘀𝗶𝗼𝗻 𝗗𝗮𝘁𝗮 𝗖𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲 – 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 𝗽𝗵𝗮𝘀𝗲 𝗪𝗿𝗮𝗽-𝗨𝗽 ❗

✅ 36 registered teams
✅ 23 teams made a total of ✅ 463 submissions

👌 Huge thanks to all participants for their innovative contributions!

🔜 Next step:Testing phase 3-5 April!
👉 More info: lnkd.in/ejn4UEgd

@euspa.bsky.social

🚀 The #CVPR2025 #EarthVision Data Challenge has already started❗

Organized by #Embed2Scale, this challenge pushes the limits of lossy neural compression for geospatial analytics.

🔗 Join the challenge now: eval.ai/web/challeng...

euspa.bsky.social

🌍 Welcome to the official Bluesky account of #Embed2Scale!

We’re here to share our latest project updates.
For all past updates, you can check out our previous posts on X (x.com/Embed2Scale).

Stay tuned for more on our research, events & breakthroughs!

#EarthObservation #AI #HorizonEU