Dr. Giuliano Ramat Profile

Dr. Giuliano Ramat

at Istituto di Fisica Applicata Nello Carrara

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Publications (2)

Proceedings Article | 19 November 2024 Paper

High resolution snow depth mapping in Alpine environments based on active and passive microwave data integration: a machine learning approach

Emanuele Santi, Simone Pettinato, Simonetta Paloscia, Simone Pilia, Fabrizio Baroni, Giuliano Ramat

Proceedings Volume 13195, 131950A (2024) https://doi.org/10.1117/12.3034917

KEYWORDS: Artificial neural networks, Synthetic aperture radar, Microwave radiation, Machine learning, X band, Data integration, Random forests, Snow cover

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Proceedings Article | 12 September 2021 Presentation

Soil moisture mapping at high resolution by merging SMAP, Sentinel1 and COSMO SkyMed with the support of machine learning

Emanuele Santi, Fabrizio Baroni, Giacomo Fontanelli, Alessandro Lapini, Simonetta Paloscia, Simone Pettinato, Simone Pilia, Giuliano Ramat, Leonardo Santurri, Francesca Cigna, Deodato Tapete

Proceedings Volume 11861, 1186107 (2021) https://doi.org/10.1117/12.2601845

KEYWORDS: Synthetic aperture radar, Soil science, Spatial resolution, Machine learning, Algorithm development, Sensors, Data modeling, X band, Satellites, Remote sensing

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