🌍 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

This work was done as part of the Embed2Scale project (@embed2scale.bsky.social) and with Juniper Tyree, @milank.bsky.social, Peter Dueben, @atmbnl.bsky.social, Dorit Hammerling, Allison Baker, Sara Faghih-Naini, and @philipstier.bsky.social !

🔷 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

🌿 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

🚀 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

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

🔹 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

📢 #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

On February 4-5, the #Embed2Scale consortium met at the University of Oxford to collaborate on AI-driven #geospatial innovations.

SatCen leads the use case work package, showcasing AI-compression for improved satellite data transfer and feature detection.🛰️

#Space4Security #AI #HorizonEU #satellite

Zirui Xu, Raphael Tang, Mike Bianco, Qi Zhang, Rishi Madhok, Nikolaos Karianakis, Fuxun Yu
Geospatial Foundational Embedder: Top-1 Winning Solution on EarthVision Embed2Scale Challenge (CVPR 2025)
https://arxiv.org/abs/2509.06993

📣 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...

Xu, Tang, Bianco, Zhang, Madhok, Karianakis, Yu: Geospatial Foundational Embedder: Top-1 Winning Solution on EarthVision Embed2Scale Challenge (CVPR 2025) https://arxiv.org/abs/2509.06993 https://arxiv.org/pdf/2509.06993 https://arxiv.org/html/2509.06993