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Author

Claudio Rossi

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#machine learning Preprint Sep 2026

PBLH Estimation from Satellite Radiances via a Dual-Encoder Transformer

Estimating the Planetary Boundary Layer Height (PBLH) from satellite observations is a challenging regression problem due to the indirect relationship between top-of-atmosphere radiances and near-surface atmospheric structure. Progress has been limited both by the lack of architectures capable of handling the multimoda...

Lorenzo Innocenti, Luca Catalano, Edoardo Arnaudo et al. · 0 citations
Preprint Aug 2026

GEOID-Flood: A Large-Scale Multi-Modal Benchmark Dataset for Flood Segmentation

Geospatial foundation models aim to learn representations that transfer across regions and sensors, yet evaluating them on specific tasks requires large, high-quality, multi-modal benchmarks that measure how well such models extract value from data. Concerning flood mapping, existing datasets rarely combine bi-temporal...

G. Chiriaco, Luca Barco, Andrea Bragagnolo et al. · 1 citation

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