SANTI, EMANUELE
SANTI, EMANUELE
Istituto di Fisica Applicata - IFAC
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
Airborne SnowSAR data at X and Ku bands over boreal forest, alpine and tundra snow cover
2022 Lemmetyinen, Juha; Cohen, Juval; Kontu, Anna; Vehvilainen, Juho; Hannula, Henna-Reetta; Merkouriadi, Ioanna; Scheiblauer, Stefan; Rott, Helmut; Nagler, Thomas; Ripper, Elisabeth; Elder, Kelly; Marshall, Hans-Peter; Fromm, Reinhard; Adams, Marc; Derksen, Chris; King, Joshua; Meta, Adriano; Coccia, Alex; Rutter, Nick; Sandells, Melody; Macelloni, Giovanni; Santi, Emanuele; Leduc-Leballeur, Marion; Essery, Richard; Menard, Cecile; Kern, Michael
Detecting fire disturbances in forests by using GNSS reflectometry and machine learning: A case study in Angola
2022 Santi E.; Clarizia M.P.; Comite D.; Dente L.; Guerriero L.; Pierdicca N.
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
On the relationship between stickiness in DMRT theory and physical parameters of snowpack. Theoretical formulation and experimental validation with SNOWPACK snow model and X-band SAR data
2022 Simone Pilia;Fabrizio Baroni;Alessandro Lapini;Simonetta Paloscia;Simone Pettinato;Emanuele Santi;Paolo Pampaloni;Mauro Valt;Fabiano Monti
On the Use of COSMO-SkyMed X-Band SAR for Estimating Snow Water Equivalent in Alpine areas: A Retrieval Approach Based on Machine Learning and Snow Models
2022 Santi, E; De Gregorio, L; Pettinato, S; Cuozzo, G; Jacob, A; Notarnicola, C; Gunther, D; Strasser, U; Cigna, F; Tapete, D; Paloscia, S
An Introduction to the HydroGNSS GNSS Reflectometry Remote Sensing Mission
2021 Unwin, Martin J.; Pierdicca, Nazzareno; Cardellach, Estel; Rautiainen, Kimmo; Foti, Giuseppe; Blunt, Paul; Guerriero, Leila; Santi, Emanuele; Tossaint, Michel
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
Exploiting the ANN Potential in Estimating Snow Depth and Snow Water Equivalent From the Airborne SnowSAR Data at X- and Ku-Bands
2021 Santi, Emanuele; Brogioni, Marco; LeducLeballeur, Marion; Macelloni, Giovanni; Montomoli, Francesco; Pampaloni, Paolo; Lemmetyinen, Juha; Cohen, Juval; Rott, Helmut; Nagler, Thomas; Derksen, Chris; King, Joshua; Rutter, Nick; Essery, Richard; Menard, Cecile; Sandells, Melody; Kern, Michael
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
The Potential of ALOS-2 and Sentinel-1 Radar Data for Soil Moisture Retrieval With High Spatial Resolution Over Agroforestry Areas, China
2021 Cui, Huizhen; Jiang, Lingmei; Paloscia, Simonetta; Santi, Emanuele; Pettinato, Simone; Wang, Jian; Fang, Xiyao; Liao, Wanjin
The Potential of Spaceborne GNSS Reflectometry for Soil Moisture, Biomass, and Freeze-Thaw Monitoring: Summary of a European Space Agency-Funded Study
2021 Pierdicca, Nazzareno; Comite, Davide; Camps, Adriano; Carrenoluengo, Hugo; Cenci, Luca; Clarizia Maria, Paola; Costantini, Fabiano; Dente, Laura; Guerriero, Leila; Mmollfulleda, Antonio; Paloscia, Simonetta; Park, Hyuk; Santi, Emanuele; Zribi, Mehrez; Floury, Nicolas
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
Ground-Based Remote Sensing of Forests Exploiting GNSS Signals
2020 Guerriero, Leila; Martin, Francisco; Mollfulleda, Antonio; Paloscia, Simonetta; Pierdicca, Nazzareno; Santi, Emanuele; Floury, Nicolas
Machine-Learning Applications for the Retrieval of Forest Biomass from Airborne P-Band SAR Data
2020 Santi, Emanuele; Paloscia, Simonetta; Pettinato, Simone; Cuozzo, Giovanni; Padovano, Antonio; Notarnicola, Claudia; Albinet, Clement
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
Wind Speed Estimation From CYGNSS Using Artificial Neural Networks
2020 Reynolds, Jennifer; Clarizia Maria, Paola; Santi, Emanuele
Combining Machine Learning and Compact Polarimetry for Estimating Soil Moisture from C-Band SAR Data
2019 Santi, Emanuele; Dabboor, Mohammed; Pettinato, Simone; Paloscia, Simonetta
Daily River Discharge Estimates by Merging Satellite Optical Sensors and Radar Altimetry Through Artificial Neural Network
2019 Tarpanelli, Angelica; Santi, Emanuele; Tourian Mohammad, J; Filippucci, Paolo; Amarnath, Giriraj; Brocca, Luca
Editorial for the Special Issue "Microwave Indices from Active and Passive Sensors for Remote Sensing Applications"
2019 Paloscia, Simonetta; Santi, Emanuele
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| 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 | |
| Airborne SnowSAR data at X and Ku bands over boreal forest, alpine and tundra snow cover | 1-gen-2022 | Lemmetyinen, Juha; Cohen, Juval; Kontu, Anna; Vehvilainen, Juho; Hannula, Henna-Reetta; Merkouriadi, Ioanna; Scheiblauer, Stefan; Rott, Helmut; Nagler, Thomas; Ripper, Elisabeth; Elder, Kelly; Marshall, Hans-Peter; Fromm, Reinhard; Adams, Marc; Derksen, Chris; King, Joshua; Meta, Adriano; Coccia, Alex; Rutter, Nick; Sandells, Melody; Macelloni, Giovanni; Santi, Emanuele; Leduc-Leballeur, Marion; Essery, Richard; Menard, Cecile; Kern, Michael | |
| Detecting fire disturbances in forests by using GNSS reflectometry and machine learning: A case study in Angola | 1-gen-2022 | Santi E.; Clarizia M.P.; Comite D.; Dente L.; Guerriero L.; Pierdicca N. | |
| 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 | |
| On the relationship between stickiness in DMRT theory and physical parameters of snowpack. Theoretical formulation and experimental validation with SNOWPACK snow model and X-band SAR data | 1-gen-2022 | Simone Pilia;Fabrizio Baroni;Alessandro Lapini;Simonetta Paloscia;Simone Pettinato;Emanuele Santi;Paolo Pampaloni;Mauro Valt;Fabiano Monti | |
| On the Use of COSMO-SkyMed X-Band SAR for Estimating Snow Water Equivalent in Alpine areas: A Retrieval Approach Based on Machine Learning and Snow Models | 1-gen-2022 | Santi, E; De Gregorio, L; Pettinato, S; Cuozzo, G; Jacob, A; Notarnicola, C; Gunther, D; Strasser, U; Cigna, F; Tapete, D; Paloscia, S | |
| An Introduction to the HydroGNSS GNSS Reflectometry Remote Sensing Mission | 1-gen-2021 | Unwin, Martin J.; Pierdicca, Nazzareno; Cardellach, Estel; Rautiainen, Kimmo; Foti, Giuseppe; Blunt, Paul; Guerriero, Leila; Santi, Emanuele; Tossaint, Michel | |
| 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 | |
| Exploiting the ANN Potential in Estimating Snow Depth and Snow Water Equivalent From the Airborne SnowSAR Data at X- and Ku-Bands | 1-gen-2021 | Santi, Emanuele; Brogioni, Marco; LeducLeballeur, Marion; Macelloni, Giovanni; Montomoli, Francesco; Pampaloni, Paolo; Lemmetyinen, Juha; Cohen, Juval; Rott, Helmut; Nagler, Thomas; Derksen, Chris; King, Joshua; Rutter, Nick; Essery, Richard; Menard, Cecile; Sandells, Melody; Kern, Michael | |
| 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 | |
| The Potential of ALOS-2 and Sentinel-1 Radar Data for Soil Moisture Retrieval With High Spatial Resolution Over Agroforestry Areas, China | 1-gen-2021 | Cui, Huizhen; Jiang, Lingmei; Paloscia, Simonetta; Santi, Emanuele; Pettinato, Simone; Wang, Jian; Fang, Xiyao; Liao, Wanjin | |
| The Potential of Spaceborne GNSS Reflectometry for Soil Moisture, Biomass, and Freeze-Thaw Monitoring: Summary of a European Space Agency-Funded Study | 1-gen-2021 | Pierdicca, Nazzareno; Comite, Davide; Camps, Adriano; Carrenoluengo, Hugo; Cenci, Luca; Clarizia Maria, Paola; Costantini, Fabiano; Dente, Laura; Guerriero, Leila; Mmollfulleda, Antonio; Paloscia, Simonetta; Park, Hyuk; Santi, Emanuele; Zribi, Mehrez; Floury, Nicolas | |
| 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 | |
| Ground-Based Remote Sensing of Forests Exploiting GNSS Signals | 1-gen-2020 | Guerriero, Leila; Martin, Francisco; Mollfulleda, Antonio; Paloscia, Simonetta; Pierdicca, Nazzareno; Santi, Emanuele; Floury, Nicolas | |
| Machine-Learning Applications for the Retrieval of Forest Biomass from Airborne P-Band SAR Data | 1-gen-2020 | Santi, Emanuele; Paloscia, Simonetta; Pettinato, Simone; Cuozzo, Giovanni; Padovano, Antonio; Notarnicola, Claudia; Albinet, Clement | |
| 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 | |
| Wind Speed Estimation From CYGNSS Using Artificial Neural Networks | 1-gen-2020 | Reynolds, Jennifer; Clarizia Maria, Paola; Santi, Emanuele | |
| Combining Machine Learning and Compact Polarimetry for Estimating Soil Moisture from C-Band SAR Data | 1-gen-2019 | Santi, Emanuele; Dabboor, Mohammed; Pettinato, Simone; Paloscia, Simonetta | |
| Daily River Discharge Estimates by Merging Satellite Optical Sensors and Radar Altimetry Through Artificial Neural Network | 1-gen-2019 | Tarpanelli, Angelica; Santi, Emanuele; Tourian Mohammad, J; Filippucci, Paolo; Amarnath, Giriraj; Brocca, Luca | |
| Editorial for the Special Issue "Microwave Indices from Active and Passive Sensors for Remote Sensing Applications" | 1-gen-2019 | Paloscia, Simonetta; Santi, Emanuele |