TerraBytes proceedings available in PMLR: proceedings.mlr.press/v292/

🥳 Welcome onboard Paul Borne--Pons!

Paul is joining us for a few months before starting his PhD on the topic of massively multi-modal 3D cloud observations. 😶‍🌫️

Paul will work on improving the efficiency of our cloud top height estimation in Clouds Decoded using DNN emulation!

Major TOM Google DeepMind's AlphaEarth Embeddings are now on @hf.co ! 🚀

A new 6 TB prototype dataset for the community. Get it here: huggingface.co/datasets/Maj...

#EarthEngine #AlphaEarth

Hiring - we are ready to expand! Looking for a unique individual to create the 4th piece of the puzzle.

And now the last keynote after the poster session from Erin Trochim from UAF! Panel session afterwards and best paper awards following that!

After the first block of spotlights we now move to the second keynote by Razvan Cosac from @esa.int Ground Segment!

Starting with a keynote from Sujit Roy from @thenasaearth.bsky.social IMPACT!

Counting down - find us in room 111 at @icmlconf.bsky.social

It's almost time! TerraBytes starts tomorrow at
@icmlconf.bsky.social 2025 in Vancouver #ICML2025

📍 08:30 West Meeting Room 111-112

🗞️ Papers are now accessible on the workshop website below the programme: terrabytes-workshop.github.io

Stats after 10 years

First image of Sentinel-2

Sentinel-2 birthday happening now in M1/M2 at #LPS25 🥹

𝐓𝐞𝐫𝐫𝐚𝐁𝐲𝐭𝐞𝐬 𝐊𝐞𝐲𝐧𝐨𝐭𝐞 𝐀𝐧𝐧𝐨𝐮𝐧𝐜𝐞𝐦𝐞𝐧𝐭:

Razvan Cosac will deliver the second keynote at TerraBytes 2025! Stay tuned for more updates and join us at @icmlconf.bsky.social

terrabytes-workshop.github.io

There's at least 6 different versions of me in the official @esa.int #LPS25 programme - but don't panic, most likely only one me will show up at the event.

More info about my works & collaborations:
www.linkedin.com/feed/update/...

Exciting news!

Please get in touch with us if you'd like to contribute.

@nshaud.bsky.social @valeriomarsocci.bsky.social

𝐓𝐞𝐫𝐫𝐚𝐁𝐲𝐭𝐞𝐬 𝐊𝐞𝐲𝐧𝐨𝐭𝐞 𝐀𝐧𝐧𝐨𝐮𝐧𝐜𝐞𝐦𝐞𝐧𝐭:
Dr Sujit Roy from NASA-IMPACT will deliver the first keynote at TerraBytes 2025!

Stay tuned for more updates and join us at @icmlconf.bsky.social 2025

Workshop papers:
openaccess.thecvf.com/CVPR2025_wor...

🤗 𝐌𝐄𝐒𝐀 (text to terrain generation) huggingface.co/spaces/mikon...

🤗 𝐂𝐎𝐏-𝐆𝐄𝐍-𝐁𝐞𝐭𝐚 (any-to-any Copernicus generative model) huggingface.co/spaces/mikon...

If you're at @cvprconference.bsky.social today I have the pleasure to present 2 posters of my brilliant collaborators - Paul Borne--Pons and Miguel Espinosa. Please stop by near posters 127-139 today at 10.45 to chat about new generative models built on top of Major TOM!

See 🧵

TerraBytes deadline extended to 23rd May.

More info: www.linkedin.com/feed/update/...

⚠️ Nearly 40 billion (39,820,373,479) new embeddings of Major TOM Copernicus data now released!

More details: www.linkedin.com/feed/update/...

Hi @julienblanchon.bsky.social - if you’re around, feel free to drop me a DM! Would love to chat

Our whole team will be at @egu.eu the entire week - give us a shout if you’d like to catch up, meet us, or chat about the vision we’re developing for @asterisk-labs.bsky.social 🟩🟨🟦

COP GEN Beta - a Hugging Face Space by mikonvergence Official demo for the COP-GEN-Beta model

🛰 Stay tuned for the full model announcement and if pass through @cvprconference.bsky.social, COP-GEN-Beta has been accepted to the 𝐌𝐎𝐑𝐒𝐄 𝟐𝟎𝟐𝟓 𝐰𝐨𝐫𝐤𝐬𝐡𝐨𝐩.

🌐 𝐖𝐞𝐛𝐬𝐢𝐭𝐞 huggingface.co/spaces/mikon...

💻 𝐂𝐨𝐝𝐞 github.com/miquel-espin...

Why is it Beta? Because thumbnails are a low-cost representation that scales well and we managed to develop this prototype quite fast. For now, we wanted to showcase the prototype and make it available to the community for a test before COP-GEN arrives!

How is it universal? COP-GEN learns a joint generative process of all modalities, which means that it can reconstruct data from any subset of present observations.

Today we release a prototype of COP-GEN - a universal generative model for Copernicus data. 𝐂𝐎𝐏-𝐆𝐄𝐍-𝐁𝐞𝐭𝐚 is a model trained globally on the thumbnails of the Major TOM Core datasets, including Sentinel-2 L1C, Sentinel-2 L2A, Sentinel-1 RTC, and COP-DEM GLO-30.

🔵 𝐂𝐎𝐏-𝐆𝐄𝐍-𝐁𝐞𝐭𝐚: 𝐔𝐧𝐢𝐟𝐢𝐞𝐝 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐌𝐨𝐝𝐞𝐥𝐥𝐢𝐧𝐠 𝐨𝐟 𝐂𝐎𝐏𝐞𝐫𝐧𝐢𝐜𝐮𝐬 𝐈𝐦𝐚𝐠𝐞𝐫𝐲 𝐓𝐡𝐮𝐦𝐛𝐧𝐚𝐢𝐥𝐬

Now on @hf.co

⚖️ 𝐌𝐨𝐝𝐞𝐥 huggingface.co/mespinosami/...
📱 𝐃𝐞𝐦𝐨 huggingface.co/spaces/mikon...
📄 𝐏𝐚𝐩𝐞𝐫 arxiv.org/abs/2504.08548