Marc Girona-Mata
@mgironamata.bsky.social
machine learning for water resources and climate adaptation
Reposted by Marc Girona-Mata
🎤 Keynotes on Day 3 at @ellis.eu #SummerSchool2025 in Jena
3️⃣ Marc Rußwurm — Learning Robust Environmental Embeddings by Training AI to Play Satellite GeoGuessr 🛰️🕹️
4️⃣ Frederik Kratzert — Deep Learning for Large-Scale Rainfall-Runoff Modeling & Flood Forecasting 🌧️🌊
🔗 www.ellis-jena.eu/summer-schoo...
3️⃣ Marc Rußwurm — Learning Robust Environmental Embeddings by Training AI to Play Satellite GeoGuessr 🛰️🕹️
4️⃣ Frederik Kratzert — Deep Learning for Large-Scale Rainfall-Runoff Modeling & Flood Forecasting 🌧️🌊
🔗 www.ellis-jena.eu/summer-schoo...
September 3, 2025 at 5:04 PM
🎤 Keynotes on Day 3 at @ellis.eu #SummerSchool2025 in Jena
3️⃣ Marc Rußwurm — Learning Robust Environmental Embeddings by Training AI to Play Satellite GeoGuessr 🛰️🕹️
4️⃣ Frederik Kratzert — Deep Learning for Large-Scale Rainfall-Runoff Modeling & Flood Forecasting 🌧️🌊
🔗 www.ellis-jena.eu/summer-schoo...
3️⃣ Marc Rußwurm — Learning Robust Environmental Embeddings by Training AI to Play Satellite GeoGuessr 🛰️🕹️
4️⃣ Frederik Kratzert — Deep Learning for Large-Scale Rainfall-Runoff Modeling & Flood Forecasting 🌧️🌊
🔗 www.ellis-jena.eu/summer-schoo...
🏔️☔️ How can we improve daily precipitation mapping across complex mountain regions? Our new work, accepted @egu.eu HESS journal, tackles this by leveraging regional climate models, in-situ observations and a probabilistic machine learning framework — check it out! tinyurl.com/2s44dsh5
Probabilistic precipitation downscaling for ungauged mountain sites: a pilot study for the Hindu Kush Karakoram Himalaya
Abstract. This study introduces a novel approach to post-processing (i.e., downscaling and bias-correcting) reanalysis-driven regional climate model daily precipitation that is capable of generalising...
tinyurl.com
April 19, 2025 at 8:01 AM
🏔️☔️ How can we improve daily precipitation mapping across complex mountain regions? Our new work, accepted @egu.eu HESS journal, tackles this by leveraging regional climate models, in-situ observations and a probabilistic machine learning framework — check it out! tinyurl.com/2s44dsh5