FONTANELLI, GIACOMO
FONTANELLI, GIACOMO
Istituto di Fisica Applicata - IFAC
Ice Sheet and Sea Ice Ultrawideband Microwave radiometric Airborne eXperiment (ISSIUMAX) in Antarctica: first results from Terra Nova Bay
2023 Brogioni, Marco; Andrews, Mark J.; Urbini, Stefano; Jezek, Kenneth C.; Johnson, Joel T.; Leduc-Leballeur, Marion; Macelloni, Giovanni; Ackley, Stephen F.; Bringer, Alexandra; Brucker, Ludovic; Demir, Oguz; Fontanelli, Giacomo; Yardim, Caglar; Kaleschke, Lars; Montomoli, Francesco; Tsang, Leung; Becagli, Silvia; Frezzotti, Massimo
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
Assessing Interactions Between Crop Biophysical Parameters and X-Band Backscattering Using Empirical Data and Model Sensitivity Analysis
2022 Giacomo Fontanelli; Francesco Montomoli; Ramin Azar; Giovanni Macelloni; Paolo Villa
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
Biomass retrieval based on genetic algorithm feature selection and support vector regression in Alpine grassland using ground-based hyperspectral and Sentinel-1 SAR data
2021 Chiarito, Eugenia; Cigna, Francesca; Cuozzo, Giovanni; Fontanelli, Giacomo; Aguilar Abraham, Mejia; Paloscia, Simonetta; Rossi, Mattia; Santi, Emanuele; Tapete, Deodato; Notarnicola, Claudia
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
Airborne multi-frequency microwave radiometric measurements in synergy with SAR data for the retrieval of soil moisture
2020 Pilia, S.; Baroni, F.; Fontanelli, G.; Lapini, A.; Paloscia, S.; Pampaloni, P.; Pettinato, S.; Santi, E.; Santurri, L.; Tapete, D.; Cigna, F.
Application of Deep Learning to Optical and SAR Images for the Classification of Agricultural Areas in Italy
2020 Lapini, A; Fontanelli, G; Pettinato, S; Santi, E; Paloscia, S; Tapete, D; Cigna, F
Comparison of Machine Learning Methods Applied to SAR Images for Forest Classification in Mediterranean Areas
2020 Lapini, Alessandro; Pettinato, Simone; Santi, Emanuele; Paloscia, Simonetta; Fontanelli, Giacomo; Garzelli, Andrea
Deriving Wheat Crop Productivity Indicators Using Sentinel-1 Time Series
2020 Vavlas, NikolaosChristos; Waine, Toby W.; Meersmans, Jeroen; Burgess, Paul J.; Fontanelli, Giacomo; Richter, Goetz M.
Google Earth Engine: Application of Algorithms for Remote Sensing of Crops in Tuscany (Italy)
2020 Clemente J.P.; Fontanelli G.; Ovando G.G.; Roa Y.L.B.; Lapini A.; Santi E.
Google earth engine: Application of algorithms for remote sensing of crops in Tuscany (Italy)
2020 Clemente J.P.; Fontanelli G.; Ovando G.G.; Roa Y.L.B.; Lapini A.; Santi E.
Lowland Rice Mapping in Sedhiou Region (Senegal) Using Sentinel 1 and Sentinel 2 Data and Random Forest
2020 Fiorillo, Edoardo; Di Giuseppe, Edmondo; Fontanelli, Giacomo; Maselli, Fabio
Remote Sensing of Forest Biomass Using GNSS Reflectometry
2020 Santi, Emanuele; Paloscia, Simonetta; Pettinato, Simone; Fontanelli, Giacomo; Clarizia Maria, Paola; Comite, Davide; Dente, Laura; Guerriero, Leila; Pierdicca, Nazzareno; Floury, Nicolas
SAR multi-frequency observations of vegetation in agricultural and mountain areas
2020 Paloscia S.; Fontanelli G.; Lapini A.; Santi E.; Pettinato S.; Notarnicola C.; Chiarito E.; Cuozzo G.; Tapete D.; Cigna F.
In-season early mapping of rice area and flooding dynamics from optical and SAR satellite data
2019 Stroppiana D.; Boschetti M.; Azar R.; Barbieri M.; Collivignarelli F.; Gatti L.; Fontanelli G.; Busetto L.; Holecz F.
COSMO-BIOPAR: MULTITEMPORAL MONITORING OF MAIZE AND RICE GROWTH USING X-BAND COSMO-SKYMED BACKSCATTER
2017 Villa, Paolo; Wenjianghuang, ; Liao, Jingjuan; Cheng, Tao; Xiayao, ; Fontanelli, Giacomo
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Ice Sheet and Sea Ice Ultrawideband Microwave radiometric Airborne eXperiment (ISSIUMAX) in Antarctica: first results from Terra Nova Bay | 1-gen-2023 | Brogioni, Marco; Andrews, Mark J.; Urbini, Stefano; Jezek, Kenneth C.; Johnson, Joel T.; Leduc-Leballeur, Marion; Macelloni, Giovanni; Ackley, Stephen F.; Bringer, Alexandra; Brucker, Ludovic; Demir, Oguz; Fontanelli, Giacomo; Yardim, Caglar; Kaleschke, Lars; Montomoli, Francesco; Tsang, Leung; Becagli, Silvia; Frezzotti, Massimo | |
| 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 | |
| Assessing Interactions Between Crop Biophysical Parameters and X-Band Backscattering Using Empirical Data and Model Sensitivity Analysis | 1-gen-2022 | Giacomo Fontanelli; Francesco Montomoli; Ramin Azar; Giovanni Macelloni; Paolo Villa | |
| 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 | |
| Biomass retrieval based on genetic algorithm feature selection and support vector regression in Alpine grassland using ground-based hyperspectral and Sentinel-1 SAR data | 1-gen-2021 | Chiarito, Eugenia; Cigna, Francesca; Cuozzo, Giovanni; Fontanelli, Giacomo; Aguilar Abraham, Mejia; Paloscia, Simonetta; Rossi, Mattia; Santi, Emanuele; Tapete, Deodato; Notarnicola, Claudia | |
| 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 | |
| Airborne multi-frequency microwave radiometric measurements in synergy with SAR data for the retrieval of soil moisture | 1-gen-2020 | Pilia, S.; Baroni, F.; Fontanelli, G.; Lapini, A.; Paloscia, S.; Pampaloni, P.; Pettinato, S.; Santi, E.; Santurri, L.; Tapete, D.; Cigna, F. | |
| Application of Deep Learning to Optical and SAR Images for the Classification of Agricultural Areas in Italy | 1-gen-2020 | Lapini, A; Fontanelli, G; Pettinato, S; Santi, E; Paloscia, S; Tapete, D; Cigna, F | |
| Comparison of Machine Learning Methods Applied to SAR Images for Forest Classification in Mediterranean Areas | 1-gen-2020 | Lapini, Alessandro; Pettinato, Simone; Santi, Emanuele; Paloscia, Simonetta; Fontanelli, Giacomo; Garzelli, Andrea | |
| Deriving Wheat Crop Productivity Indicators Using Sentinel-1 Time Series | 1-gen-2020 | Vavlas, NikolaosChristos; Waine, Toby W.; Meersmans, Jeroen; Burgess, Paul J.; Fontanelli, Giacomo; Richter, Goetz M. | |
| Google Earth Engine: Application of Algorithms for Remote Sensing of Crops in Tuscany (Italy) | 1-gen-2020 | Clemente J.P.; Fontanelli G.; Ovando G.G.; Roa Y.L.B.; Lapini A.; Santi E. | |
| Google earth engine: Application of algorithms for remote sensing of crops in Tuscany (Italy) | 1-gen-2020 | Clemente J.P.; Fontanelli G.; Ovando G.G.; Roa Y.L.B.; Lapini A.; Santi E. | |
| Lowland Rice Mapping in Sedhiou Region (Senegal) Using Sentinel 1 and Sentinel 2 Data and Random Forest | 1-gen-2020 | Fiorillo, Edoardo; Di Giuseppe, Edmondo; Fontanelli, Giacomo; Maselli, Fabio | |
| Remote Sensing of Forest Biomass Using GNSS Reflectometry | 1-gen-2020 | Santi, Emanuele; Paloscia, Simonetta; Pettinato, Simone; Fontanelli, Giacomo; Clarizia Maria, Paola; Comite, Davide; Dente, Laura; Guerriero, Leila; Pierdicca, Nazzareno; Floury, Nicolas | |
| SAR multi-frequency observations of vegetation in agricultural and mountain areas | 1-gen-2020 | Paloscia S.; Fontanelli G.; Lapini A.; Santi E.; Pettinato S.; Notarnicola C.; Chiarito E.; Cuozzo G.; Tapete D.; Cigna F. | |
| In-season early mapping of rice area and flooding dynamics from optical and SAR satellite data | 1-gen-2019 | Stroppiana D.; Boschetti M.; Azar R.; Barbieri M.; Collivignarelli F.; Gatti L.; Fontanelli G.; Busetto L.; Holecz F. | |
| COSMO-BIOPAR: MULTITEMPORAL MONITORING OF MAIZE AND RICE GROWTH USING X-BAND COSMO-SKYMED BACKSCATTER | 1-gen-2017 | Villa, Paolo; Wenjianghuang, ; Liao, Jingjuan; Cheng, Tao; Xiayao, ; Fontanelli, Giacomo |