🌿 New research alert from #Embed2Scale ‼️

💡 A new study by our partners at the University of Zurich demonstrates how super-resolution techniques using Sentinel-1 & Sentinel-2 data can significantly enhance existing biomass maps—offering 10m resolution estimates that are both more accurate and less biased.

📄 Read the publication: https://embed2scale.eu/download/gsr4b-biomass-map-super-resolutionwith-sentinel-1-2-guidance/?wpdmdl=1862

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

📑 𝗡𝗘𝗪 𝗣𝗨𝗕𝗟𝗜𝗖𝗔𝗧𝗜𝗢𝗡❗

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

Read it here: https://embed2scale.eu/download/lossy-neural-compression-for-geospatial-analytics-a-review/?wpdmdl=1573&masterkey=LCuRUVlH-A5iKh-3mHF4lK2dD9MOhdKEZMPZF3pVbV4rhnn4yu6yVi7l9WKmhXoWMz2Tu-KwVesCoYVfmJp6lvKFpwoaKekY4nbQdOjcbEo

✅ AI-driven data compression
✅ Self-supervised learning & foundation models
✅ Real-world applications in EO & climate modeling

This is a step forward in making EO data workflows more efficient & scalable!

@[email protected]

🌍 𝗘𝘅𝗽𝗹𝗼𝗿𝗲 𝘁𝗵𝗲 𝗰𝘂𝘁𝘁𝗶𝗻𝗴 𝗲𝗱𝗴𝗲 𝗼𝗳 𝗘𝗮𝗿𝘁𝗵 𝗢𝗯𝘀𝗲𝗿𝘃𝗮𝘁𝗶𝗼𝗻 𝗿𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝘄𝗶𝘁𝗵 𝗘𝗺𝗯𝗲𝗱𝟮𝗦𝗰𝗮𝗹𝗲

📌Discover how geospatial foundation models outperform traditional methods in multi-spectral image retrieval, providing faster & more accurate insights without the need for fine-tuning.

📌 Learn about AI compressors that reduce data sizes by up to 1000x while maintaining high utility for multi-task applications, revolutionising Earth Observation workflows.

🔗 https://embed2scale.eu/scientific-publications/

@[email protected]

📑 Titled "𝗠𝘂𝗹𝘁𝗶-𝗦𝗽𝗲𝗰𝘁𝗿𝗮𝗹 𝗥𝗲𝗺𝗼𝘁𝗲 𝗦𝗲𝗻𝘀𝗶𝗻𝗴 𝗜𝗺𝗮𝗴𝗲 𝗥𝗲𝘁𝗿𝗶𝗲𝘃𝗮𝗹 𝘂𝘀𝗶𝗻𝗴 𝗚𝗲𝗼𝘀𝗽𝗮𝘁𝗶𝗮𝗹 𝗙𝗼𝘂𝗻𝗱𝗮𝘁𝗶𝗼𝗻 𝗠𝗼𝗱𝗲𝗹𝘀", the cutting-edge research by @IBM 🔎 leverages Geospatial Foundation Models, such as Prithvi, to outperform traditional RGB-based methods, achieving significant improvements in retrieval accuracy and speed without the need for annotations or fine-tuning.

🔷 𝗥𝗘𝗔𝗗 𝗜𝗧 𝗛𝗘𝗥𝗘:
➡ https://lnkd.in/epvhXNGQ

@[email protected]

📑 Presented a few months ago at the 𝗘𝗚𝗨 𝗚𝗲𝗻𝗲𝗿𝗮𝗹 𝗔𝘀𝘀𝗲𝗺𝗯𝗹𝘆 𝟮𝟬𝟮𝟰 "𝗡𝗲𝘂𝗿𝗮𝗹 𝗘𝗺𝗯𝗲𝗱𝗱𝗶𝗻𝗴 𝗖𝗼𝗺𝗽𝗿𝗲𝘀𝘀𝗶𝗼𝗻 𝗳𝗼𝗿 𝗘𝗳𝗳𝗶𝗰𝗶𝗲𝗻𝘁 𝗠𝘂𝗹𝘁𝗶-𝗧𝗮𝘀𝗸 𝗘𝗮𝗿𝘁𝗵 𝗢𝗯𝘀𝗲𝗿𝘃𝗮𝘁𝗶𝗼𝗻 𝗠𝗼𝗱𝗲𝗹𝗹𝗶𝗻𝗴" by Carlos Gomes & Thomas Brunschwiler, highlights innovative AI techniques that streamline the handling of vast Earth observation datasets.

🔷 Dive deeper into how we're enhancing efficiency and accessibility in geospatial data utilisation, 𝗥𝗘𝗔𝗗 𝗜𝗧 𝗛𝗘𝗥𝗘:
➡ https://lnkd.in/eBcjmxJR

@[email protected]

#Embed2Scale#EarthObservation#AI#GeospatialData#Innovation

🚀 The 1st #Embed2Scale press release just launched‼️

💡See how Europe's leading institutions are tackling geospatial data challenges. A new era of innovation begins!

👉Read it here: https://www.embed2scale.eu/wp-content/uploads/sites/110/2024/03/E2S_KOM_PressRelease_150324.pdf

#GeospatialData #EarthObservation #AI #Copernicus #Innovation