Embed2Scale

Earth Observation & Weather Data Federation with AI embeddings

Embed2Scale is a new @HorizonEU project, pioneering AI-driven geospatial data compression.

[Embed2Scale @Embed2Scale]

We’re heading to #LPS2025! 🌍 Join #Embed2Scale at @esa 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!👉 https://t.co/fI26sl641q

[Embed2Scale @Embed2Scale]

🌿 New research alert from #Embed2Scale ‼️

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

🔍📄 Find out in the publication: https://t.co/mREZPqiICS

#EarthObservation #RemoteSensing #Biomass #AI4EO #Copernicus #GeospatialAI

[Embed2Scale @Embed2Scale]

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

Find us at 𝗥𝗼𝗼𝗺 𝟭𝟱𝟭𝟭𝟭 for:
🔹 12.15 project presentation
🔹14:30 the launch of 𝗘𝗮𝗿𝘁𝗵𝟮𝗩𝗲𝗰 𝗫𝗰𝗵𝗮𝗻𝗴𝗲

@EU4Space

[Embed2Scale @Embed2Scale]

📢 #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
👉https://t.co/zDk7uU1DBi
📌 “𝗘𝗮𝗿𝘁𝗵𝟮𝗩𝗲𝗰 𝗫𝗰𝗵𝗮𝗻𝗴𝗲:
👉 https://t.co/Py2RDuGfR5

[Embed2Scale @Embed2Scale]

📍 Live from #EGU25 !

🔹 Great to see our partners presenting their research at the poster sessions in Vienna this week.

Discover more:
📎 https://t.co/IuRkZkym98
📎https://t.co/NUx5FOtUvX

@EU4Space

#EarthObservation #AI #GeospatialAI #Embed2Scale #PosterSession #ClimateTech

[Embed2Scale @Embed2Scale]

Join @Embed2Scale at #EGU2025!

Find our partners: https://t.co/IuRkZkyTYG

[IWMI @IWMI_]

🌍 @EuroGeosciences's #EGU2025 has officially begun!

Join IWMI researchers as they share insights on water management, climate resilience, and more at this world’s largest gathering of geoscientists exploring Earth, planetary, and space sciences!

🔗 https://t.co/mjREhVQZkG

[IEEE Geoscience and Remote Sensing Society @IEEE_GRSS]

🚨 Enhance Your Experience at IGARSS 2025 with Tutorials! 🚨

Get ready to deepen your knowledge and sharpen your skills with expert-led tutorials at IGARSS 2025! Whether you're looking to explore cutting-edge technologies, methodologies, or gain hands-on experience, our tutorials are designed to provide invaluable insights in remote sensing.

🌏 Tutorial Registration Deadline: 7 May 2025

🎯 Why Attend a Tutorial?

Learn from leading experts in the field
Dive deeper into remote sensing topics
Enhance your IGARSS 2025 experience with practical knowledge
Don’t miss out on this opportunity—mark your calendars and get ready to register!
🔗 Stay tuned for more details on tutorials: https://t.co/qUavA0fNdW

[Embed2Scale @Embed2Scale]

🔷 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 ❗

🛰️ https://t.co/IuRkZkym98

@EU4Space

[Embed2Scale @Embed2Scale]

🔹 𝗧𝗵𝗲 𝟮𝗻𝗱 𝗘𝗺𝗯𝗲𝗱𝟮𝗦𝗰𝗮𝗹𝗲 𝗻𝗲𝘄𝘀𝗹𝗲𝘁𝘁𝗲𝗿 𝗶𝘀 𝗼𝘂𝘁 ❗

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

👉 Read the full newsletter here:
🔗 https://t.co/UQCdmXtrW7

@EU4Space

#AI #EarthObservation #HorizonEurope

[Embed2Scale @Embed2Scale]

🌍 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!

@EU4Space

[Embed2Scale @Embed2Scale]

🚀 The #CVPR2025 #EarthVision Data Challenge starts today! Organized by #Embed2Scale, this challenge pushes the limits of lossy neural compression for geospatial analytics.

🔗 Join now: https://t.co/a2QMhvUiNR

@EU4Space

[Embed2Scale @Embed2Scale]

📑 𝗡𝗘𝗪 𝗣𝗨𝗕𝗟𝗜𝗖𝗔𝗧𝗜𝗢𝗡❗

Our paper explores how Neural Compression can transform #EarthObservation by reducing data size while keeping critical insights & will be published in IEEE GRSM in June 2025!

Read it here: https://t.co/DToHnTHNRG

@EU4Space

[Embed2Scale @Embed2Scale]

🙌 𝗪𝗿𝗮𝗽𝗽𝗶𝗻𝗴 𝘂𝗽 𝟮 𝗱𝗮𝘆𝘀 𝗼𝗳 𝗜𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝗖𝗼𝗹𝗹𝗮𝗯𝗼𝗿𝗮𝘁𝗶𝗼𝗻 𝗳𝗼𝗿 𝗘𝗺𝗯𝗲𝗱𝟮𝗦𝗰𝗮𝗹𝗲 𝗶𝗻 𝗢𝘅𝗳𝗼𝗿𝗱❗
🔷Stay tuned for our next steps and discoveries on this journey to revolutionise embedding technologies and AI scaling❗

@EU4Space

[Embed2Scale @Embed2Scale]

🚀 𝟮 𝗺𝗼𝗿𝗲 𝗱𝗮𝘆𝘀 𝘁𝗼 𝘀𝘂𝗯𝗺𝗶𝘁 𝘆𝗼𝘂𝗿 𝗮𝗯𝘀𝘁𝗿𝗮𝗰𝘁 𝗳𝗼𝗿 @esa -@NASA '𝘀 𝗪𝗼𝗿𝗸𝘀𝗵𝗼𝗽🌍

Partners T.Brunschwiler @IBMResearch & G.Cavallaro @fz_juelich are part of the Program Committee!

📅 Deadline: 𝟯𝟭 𝗝𝗮𝗻𝘂𝗮𝗿𝘆 𝟮𝟬𝟮𝟱
🔗 https://t.co/xh0cs3qaTj

[Embed2Scale @Embed2Scale]

🔬Discover the science transforming #EarthObservation!

📌 Faster, more accurate insights with Geospatial Foundation Models.
📌 Data reduction by 1000x while retaining utility for multi-task applications.
👉https://t.co/jvcq1UM2pb

@EU4Space

#AI #GeospatialData

[Embed2Scale @Embed2Scale]

🚀 𝗧𝗵𝗲 𝟭𝘀𝘁 𝗘𝗺𝗯𝗲𝗱𝟮𝗦𝗰𝗮𝗹𝗲 𝗻𝗲𝘄𝘀𝗹𝗲𝘁𝘁𝗲𝗿 𝗶𝘀 𝗵𝗲𝗿𝗲 ❗

❓ What you'll find inside:
🎥 Introductory video
📚 Latest publications
🌍 Events' highlights
💡 Upcoming sessions

👉 Read it here:
🔗 https://t.co/dsQd2pxfmo

@EU4Space

#AI #Geospatialdata

[Embed2Scale @Embed2Scale]

🌍🚀 Another highlight from our #Embed2Scale video!

➡️Discover how AI-powered embeddings & innovative data compression are transforming #EarthObservation

🎥 Full video: https://t.co/3NBZyLoWbS
📸 Thomas Brunschwiler - @IBMResearch

@EU4Space
#AI #GeospatialData #HorizonEurope

[Embed2Scale @Embed2Scale]

🌍✨ At #SatSummit2024 in Lisbon, Thomas Brunschwiler of @IBMResearch shared Embed2Scale's innovations in AI-powered embeddings!

🔗👉Read more: https://t.co/bhz6aRvmEd

@EU4Space

#EarthObservation #AI #Embed2Scale

[Embed2Scale @Embed2Scale]

🌍 How can we democratise Earth Observation data accessibility? A sneak peek of Embed2Scale’s vision! 🚀

Full video here: https://t.co/3NBZyLoWbS

@EU4Space

#Embed2Scale #AI #EarthObservation #GeospatialInnovation

[Embed2Scale @Embed2Scale]

🌍 Join @eusatcen at @esa 's #LPS2025!

Submit your abstract to:
🔹Climate-Security Nexus: From R&I to Applications
🔹EO-Based Solutions for Civil Security Scenarios

📅 Deadline: 1 Dec 2024

👉 https://t.co/hYtMlgoMwL

@EU4Space
#ClimateSecurity #CivilSecurity #EarthObservation