Ramat, Giuliano
Ramat, Giuliano
Istituto di Fisica Applicata - IFAC
High-Resolution Mapping of Soil Moisture by AMSR2 Data Disaggregation Based on Sentinel-1 and Machine Learning
2024 Santi, Emanuele; Baroni, Fabrizio; Fontanelli, Giacomo; Palchetti, Enrico; Paloscia, Simonetta; Pettinato, Simone; Pilia, Simone; Ramat, Giuliano; Santurri, Leonardo
Remote sensing techniques for water management and climate change monitoring in drought areas: case studies in Egypt and Tunisia
2023 Ramat, Giuliano; Santi, Emanuele; Paloscia, Simonetta; Fontanelli, Giacomo; Pettinato, Simone; Santurri, Leonardo; Souissi, Najet; Da Ponte, Emmanuel; Wahab M, M Abdel; Khalil, A A; Essa, Y H; Ouessar, Mohamed; Dhaou, Hanen; Sghaier, Abderrahman; Hachani, Amal; Kassouk, Zeineb; Chabaane Zohra, Lili
Early-Season Crop Mapping on an Agricultural Area in Italy Using X-band Dual-Polarization SAR Satellite Data and Convolutional Neural Networks
2022 Fontanelli, Giacomo; Lapini, Alessandro; Santurri, Leonardo; Pettinato, Simone; Santi, Emanuele; Ramat, Giuliano; Pilia, Simone; Baroni, Fabrizio; Tapete, Deodato; Cigna, Francesca; Paloscia, Simonetta
CROP CLASSIFICATION AND BIOMASS ESTIMATE USING COSMO-SKYMED AND SENTINEL-1 DATA IN AN AGRICULTURAL TEST AREA IN CENTRAL ITALY
2021 Lapini, A.; Fontanelli, G.; Baroni, F.; Paloscia, S.; Pettinato, S.; Pilia, S.; Ramat, G.; Santi, E.; Santurri, L.; Cigna, F.; Tapete, D.
Exploiting SAR Data For Classifying Agricultural Crop And Estimating Vegetation Biomass In Central Italy
2021 A. Lapini; G. Fontanelli; F. Baroni; S. Paloscia; S. Pettinato; S. Pilia; G. Ramat; E. Santi; L. Santurri; F. Cigna; D. Tapete
Mapping woody volume of mediterranean forests by using sar and machine learning: A case study in central Italy
2021 Santi, E.; Chiesi, M.; Fontanelli, G.; Lapini, A.; Paloscia, S.; Pettinato, S.; Ramat, G.; Santurri, L.
Soil moisture mapping at high resolution by merging SMAP, Sentinel1 and COSMO SkyMed with the support of machine learning
2021 Emanuele Santi; Fabrizio Baroni; Giacomo Fontanelli; Alessandro Lapini; Simonetta Paloscia; Simone Pettinato; Simone Pilia; Giuliano Ramat; Leonardo Santurri; Francesca Cigna; Deodato Tapete
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| High-Resolution Mapping of Soil Moisture by AMSR2 Data Disaggregation Based on Sentinel-1 and Machine Learning | 1-gen-2024 | Santi, Emanuele; Baroni, Fabrizio; Fontanelli, Giacomo; Palchetti, Enrico; Paloscia, Simonetta; Pettinato, Simone; Pilia, Simone; Ramat, Giuliano; Santurri, Leonardo | |
| Remote sensing techniques for water management and climate change monitoring in drought areas: case studies in Egypt and Tunisia | 1-gen-2023 | Ramat, Giuliano; Santi, Emanuele; Paloscia, Simonetta; Fontanelli, Giacomo; Pettinato, Simone; Santurri, Leonardo; Souissi, Najet; Da Ponte, Emmanuel; Wahab M, M Abdel; Khalil, A A; Essa, Y H; Ouessar, Mohamed; Dhaou, Hanen; Sghaier, Abderrahman; Hachani, Amal; Kassouk, Zeineb; Chabaane Zohra, Lili | |
| Early-Season Crop Mapping on an Agricultural Area in Italy Using X-band Dual-Polarization SAR Satellite Data and Convolutional Neural Networks | 1-gen-2022 | Fontanelli, Giacomo; Lapini, Alessandro; Santurri, Leonardo; Pettinato, Simone; Santi, Emanuele; Ramat, Giuliano; Pilia, Simone; Baroni, Fabrizio; Tapete, Deodato; Cigna, Francesca; Paloscia, Simonetta | |
| CROP CLASSIFICATION AND BIOMASS ESTIMATE USING COSMO-SKYMED AND SENTINEL-1 DATA IN AN AGRICULTURAL TEST AREA IN CENTRAL ITALY | 1-gen-2021 | Lapini, A.; Fontanelli, G.; Baroni, F.; Paloscia, S.; Pettinato, S.; Pilia, S.; Ramat, G.; Santi, E.; Santurri, L.; Cigna, F.; Tapete, D. | |
| Exploiting SAR Data For Classifying Agricultural Crop And Estimating Vegetation Biomass In Central Italy | 1-gen-2021 | A. Lapini; G. Fontanelli; F. Baroni; S. Paloscia; S. Pettinato; S. Pilia; G. Ramat; E. Santi; L. Santurri; F. Cigna; D. Tapete | |
| Mapping woody volume of mediterranean forests by using sar and machine learning: A case study in central Italy | 1-gen-2021 | Santi, E.; Chiesi, M.; Fontanelli, G.; Lapini, A.; Paloscia, S.; Pettinato, S.; Ramat, G.; Santurri, L. | |
| Soil moisture mapping at high resolution by merging SMAP, Sentinel1 and COSMO SkyMed with the support of machine learning | 1-gen-2021 | Emanuele Santi; Fabrizio Baroni; Giacomo Fontanelli; Alessandro Lapini; Simonetta Paloscia; Simone Pettinato; Simone Pilia; Giuliano Ramat; Leonardo Santurri; Francesca Cigna; Deodato Tapete |