Giuliano Ramat

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 9

Top Topics

Machine Learning

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Fabrizio Baroni, Simone Pettinato, Emanuele Santi, Giuliano Ramat, Giacomo Fontanelli, Alessandro Lapini, Simonetta Paloscia, Paolo Pampaloni, Simone Pilia
Combining the Strong Fluctuation Theory with Rough Soil Models for Improving the Simulation Accuracy of Alpine Snowpacks at C- and X-Bands. IGARSS (2023)
Emanuele Santi, Simonetta Paloscia, Simone Pettinato, Alessandro Lapini, Giacomo Fontanelli, Fabrizio Baroni, Simone Pilia, Giuliano Ramat, Leonardo Santurri
High Resolution Mapping of Crop Biomass by Combining Sentinel-1 and Cosmo Skymed Through Machine Learning. IGARSS (2023)
Simone Pettinato, Giuliano Ramat, N. Souissi, Fabrizio Baroni, Emanuele Santi, Giacomo Fontanelli, Alessandro Lapini, Simonetta Paloscia, Simone Pilia, Leonardo Santurri, Enrico Palchetti
The Application of COSMO-Skymed Images to Agricultural Management in Central Tunisia. IGARSS (2022)
Simonetta Paloscia, Emanuele Santi, Simone Pettinato, Alessandro Lapini, Giacomo Fontanelli, Simone Pilia, Fabrizio Baroni, Giuliano Ramat, Leonardo Santurri
A Method for Estimating Agricultural Crop Biomass by Using Sar Images at X and C Bands. IGARSS (2022)
Emanuele Santi, Fabrizio Baroni, Giacomo Fontanelli, Alessandro Lapini, Enrico Palchetti, Simonetta Paloscia, Paolo Pampaloni, Simone Pettinato, Simone Pilia, Giuliano Ramat, Leonardo Santurri
High Resolution Mapping of Vegetation Biomass and Soil Moisture by Using AMSR2, Sentinel-1 and Machine Learning. IGARSS (2022)
Giacomo Fontanelli, Alessandro Lapini, Leonardo Santurri, Simone Pettinato, Emanuele Santi, Giuliano Ramat, Simone Pilia, Fabrizio Baroni, Deodato Tapete, Francesca Cigna, Simonetta Paloscia
Early-Season Crop Mapping on an Agricultural Area in Italy Using X-Band Dual-Polarization SAR Satellite Data and Convolutional Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Simonetta Paloscia, Emanuele Santi, Simone Pettinato, Alessandro Lapini, Giacomo Fontanelli, Simone Pilia, Fabrizio Baroni, Giuliano Ramat, Leonardo Santurri, Claudia Notarnicola, L. De Gregorio, Giovanni Cuozzo, Deodato Tapete, Francesca Cigna
Multifrequency SAR Data for Estimating Snow, Soil and Vegetation Parameters. IGARSS (2022)
Emanuele Santi, Marta Chiesi, Giacomo Fontanelli, Alessandro Lapini, Simonetta Paloscia, Simone Pettinato, Giuliano Ramat, Leonardo Santurri
Mapping Woody Volume of Mediterranean Forests by Using SAR and Machine Learning: A Case Study in Central Italy. Remote. Sens. 13 (4) (2021)
Alessandro Lapini, Giacomo Fontanelli, Fabrizio Baroni, Simonetta Paloscia, Simone Pettinato, Simone Pilia, Giuliano Ramat, Emanuele Santi, Leonardo Santurri, Francesca Cigna, Deodato Tapete
Crop Classification and Biomass Estimate Using Cosmo-Skymed and Sentinel-1 Data in an Agricultural Test Area in Central Italy. IGARSS (2021)