FONTANELLI, GIACOMO
FONTANELLI, GIACOMO
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
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 Fontanelli, Giacomo; Montomoli, Francesco; Azar, Ramin; Macelloni, Giovanni; Villa, Paolo
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
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.
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, Nikolaos-Christos; Waine, Toby W.; Meersmans, Jeroen; Burgess, Paul J.; Fontanelli, Giacomo; Richter, Goetz M.
Lowland rice mapping in Sédhiou 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
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.
The potential of multifrequency SAR images for estimating forest biomass in Mediterranean areas
2017 Santi E.; Paloscia S.; Pettinato S.; Fontanelli G.; Mura M.; Zolli C.; Maselli F.; Chiesi M.; Bottai L.; Chirici G.
Soil moisture estimation using multi linear regression with terraSAR-X data [Determinaci?n de la humedad de suelo mediante regresion lineal multiple con datos TerraSAR-X]
2016 Garcia, G; Brogioni, M; Venturini, V; Rodriguez, L; Fontanelli, G; Walker, E; Graciani, S; Macelloni, Giovanni; G,
In-Season Mapping of Crop Type with Optical and X-Band SAR Data: A Classification Tree Approach Using Synoptic Seasonal Features
2015 Villa P; Stroppiana D; Fontanelli G; Azar R; Brivio; P A
Airborne GNSS-R Polarimetric Measurements for Soil Moisture and Above-Ground Biomass Estimation
2014 Egido, Alejandro; Paloscia, Simonetta; Motte, Erwan; Guerriero, Leila; Pierdicca, Nazzareno; Caparrini, Marco; Santi, Emanuele; Fontanelli, Giacomo; Floury, Nicola
Monitoring of Alpine snow using satellite radiometers and artificial neural networks
2014 Santi E.; Pettinato S.; Paloscia S.; Pampaloni P.; Fontanelli G.; Crepaz A.; Valt M.
The Sensitivity of Cosmo-SkyMed Backscatter to Agricultural Crop Type and Vegetation Parameters
2014 Paloscia, Simonetta; Santi, Emanuele; Fontanelli, Giacomo; Montomoli, Francesco; Brogioni, Marco; Macelloni, Giovanni; Pampaloni, Paolo; Pettinato, Simone
HydroCosmo: The Monitoring of Hydrological Parameters on Agricultural Areas by using Cosmo-SkyMed Images
2013 Fontanelli, Giacomo; Paloscia, Simonetta; Pampaloni, Paolo; Pettinato, Simone; Santi, Emanuele; Montomoli, Francesco; Brogioni, Marco; Macelloni, Giovanni
Sensitivity analysis of X-band SAR to wheat and barley leaf area index in the Merguellil Basin
2013 Fontanelli, Giacomo; Paloscia, Simonetta; Zribi, Mehrez; Chahbi, Aicha
| 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 | |
| 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 | Fontanelli, Giacomo; Montomoli, Francesco; Azar, Ramin; Macelloni, Giovanni; Villa, Paolo | |
| 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 | |
| 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. | |
| 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, Nikolaos-Christos; Waine, Toby W.; Meersmans, Jeroen; Burgess, Paul J.; Fontanelli, Giacomo; Richter, Goetz M. | |
| Lowland rice mapping in Sédhiou 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 | |
| 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. | |
| The potential of multifrequency SAR images for estimating forest biomass in Mediterranean areas | 1-gen-2017 | Santi E.; Paloscia S.; Pettinato S.; Fontanelli G.; Mura M.; Zolli C.; Maselli F.; Chiesi M.; Bottai L.; Chirici G. | |
| Soil moisture estimation using multi linear regression with terraSAR-X data [Determinaci?n de la humedad de suelo mediante regresion lineal multiple con datos TerraSAR-X] | 1-gen-2016 | Garcia, G; Brogioni, M; Venturini, V; Rodriguez, L; Fontanelli, G; Walker, E; Graciani, S; Macelloni, Giovanni; G, | |
| In-Season Mapping of Crop Type with Optical and X-Band SAR Data: A Classification Tree Approach Using Synoptic Seasonal Features | 1-gen-2015 | Villa P; Stroppiana D; Fontanelli G; Azar R; Brivio; P A | |
| Airborne GNSS-R Polarimetric Measurements for Soil Moisture and Above-Ground Biomass Estimation | 1-gen-2014 | Egido, Alejandro; Paloscia, Simonetta; Motte, Erwan; Guerriero, Leila; Pierdicca, Nazzareno; Caparrini, Marco; Santi, Emanuele; Fontanelli, Giacomo; Floury, Nicola | |
| Monitoring of Alpine snow using satellite radiometers and artificial neural networks | 1-gen-2014 | Santi E.; Pettinato S.; Paloscia S.; Pampaloni P.; Fontanelli G.; Crepaz A.; Valt M. | |
| The Sensitivity of Cosmo-SkyMed Backscatter to Agricultural Crop Type and Vegetation Parameters | 1-gen-2014 | Paloscia, Simonetta; Santi, Emanuele; Fontanelli, Giacomo; Montomoli, Francesco; Brogioni, Marco; Macelloni, Giovanni; Pampaloni, Paolo; Pettinato, Simone | |
| HydroCosmo: The Monitoring of Hydrological Parameters on Agricultural Areas by using Cosmo-SkyMed Images | 1-gen-2013 | Fontanelli, Giacomo; Paloscia, Simonetta; Pampaloni, Paolo; Pettinato, Simone; Santi, Emanuele; Montomoli, Francesco; Brogioni, Marco; Macelloni, Giovanni | |
| Sensitivity analysis of X-band SAR to wheat and barley leaf area index in the Merguellil Basin | 1-gen-2013 | Fontanelli, Giacomo; Paloscia, Simonetta; Zribi, Mehrez; Chahbi, Aicha |