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ORCIDGiacomo Fontanelli
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2020 – today
- 2024
[j13]Emanuele Santi
, Fabrizio Baroni, Giacomo Fontanelli, Enrico Palchetti, Simonetta Paloscia, Simone Pettinato, Simone Pilia, Giuliano Ramat, Leonardo Santurri:
High-Resolution Mapping of Soil Moisture by AMSR2 Data Disaggregation Based on Sentinel-1 and Machine Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 15077-15088 (2024)- [c23]Simone Pilia, Fabrizio Baroni, Giacomo Fontanelli, Giuliano Ramat, Enrico Palchetti, Simonetta Paloscia, Simone Pettinato, Emanuele Santi, Leonardo Santurri:
Soil and Vegetation Water Status Monitoring by Integrating Optical and Microwave Satellite Data. IGARSS 2024: 1470-1473 - 2023
- [c22]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: 9-12 - [c21]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: 1501-1504 - 2022
- [j12]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: 6789-6803 (2022) - [j11]Giacomo Fontanelli, Francesco Montomoli, Ramin Azar, Giovanni Macelloni, Paolo Villa:
Assessing Interactions Between Crop Biophysical Parameters and X-Band Backscattering Using Empirical Data and Model Sensitivity Analysis. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [c20]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: 4747-4749 - [c19]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: 4943-4946 - [c18]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: 4947-4950 - [c17]Simonetta Paloscia, Emanuele Santi, Simone Pettinato, Alessandro Lapini, Giacomo Fontanelli, Simone Pilia, Fabrizio Baroni, Giuliano Ramat, Leonardo Santurri, Claudia Notarnicola, Ludovica De Gregorio, Giovanni Cuozzo, Deodato Tapete, Francesca Cigna:
Multifrequency SAR Data for Estimating Snow, Soil and Vegetation Parameters. IGARSS 2022: 5180-5183 - 2021
- [j10]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): 809 (2021) - [c16]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: 5933-5936 - [c15]Emanuele Santi, Simonetta Paloscia, Simone Pettinato, Giacomo Fontanelli:
Neural Network Integration of SMAP and Sentinel-1 for Estimating Soil Moisture at High Spatial Resolution. IGARSS 2021: 6327-6330 - [i1]Antonio Di Tommaso, Alessandro Betti, Giacomo Fontanelli, Benedetto Michelozzi:
A Multi-Stage model based on YOLOv3 for defect detection in PV panels based on IR and Visible Imaging by Unmanned Aerial Vehicle. CoRR abs/2111.11709 (2021) - 2020
- [j9]Alessandro Lapini, Simone Pettinato, Emanuele Santi, Simonetta Paloscia, Giacomo Fontanelli, Andrea Garzelli:
Comparison of Machine Learning Methods Applied to SAR Images for Forest Classification in Mediterranean Areas. Remote. Sens. 12(3): 369 (2020) - [j8]Nikolaos-Christos Vavlas, Toby W. Waine, Jeroen Meersmans, Paul J. Burgess, Giacomo Fontanelli, Goetz M. Richter:
Deriving Wheat Crop Productivity Indicators Using Sentinel-1 Time Series. Remote. Sens. 12(15): 2385 (2020) - [j7]Edoardo Fiorillo, Edmondo Di Giuseppe, Giacomo Fontanelli, Fabio Maselli:
Lowland Rice Mapping in Sédhiou Region (Senegal) Using Sentinel 1 and Sentinel 2 Data and Random Forest. Remote. Sens. 12(20): 3403 (2020) - [j6]Emanuele Santi, Simonetta Paloscia, Simone Pettinato, Giacomo Fontanelli, Maria Paola Clarizia, Davide Comite, Laura Dente, Leila Guerriero, Nazzareno Pierdicca, Nicolas Floury:
Remote Sensing of Forest Biomass Using GNSS Reflectometry. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 2351-2368 (2020) - [c14]Alessandro Lapini, Giacomo Fontanelli, Simone Pettinato, Emanuele Santi, Simonetta Paloscia, Deodato Tapete, Francesca Cigna:
Application of Deep Learning to Optical and SAR Images for the Classification of Agricultural Areas in Italy. IGARSS 2020: 4163-4166
2010 – 2019
- 2019
- [c13]Emanuele Santi, Simonetta Paloscia, Simone Pettinato, Giacomo Fontanelli, Sara Modanesi, Luca Brocca, Luca Ciabatta, Christian Massari:
A merged SMAP - Sentinel-1 soil moisture product using Artificial Neural Networks: a case study in Central Italy. IGARSS 2019: 7077-7080 - [c12]Emanuele Santi, Simonetta Paloscia, Simone Pettinato, Giacomo Fontanelli, Maria Paola Clarizia, Leila Guerriero, Nazzareno Pierdicca:
Forest Biomass Estimate on Local and Global Scales Through GNSS Reflectometry Techniques. IGARSS 2019: 8680-8683 - 2016
- [j5]Emanuele Santi, Simonetta Paloscia, Simone Pettinato, Giacomo Fontanelli:
Application of artificial neural networks for the soil moisture retrieval from active and passive microwave spaceborne sensors. Int. J. Appl. Earth Obs. Geoinformation 48: 61-73 (2016) - 2015
- [j4]Paolo Villa, Daniela Stroppiana, Giacomo Fontanelli, Ramin Azar, Pietro Alessandro Brivio:
In-Season Mapping of Crop Type with Optical and X-Band SAR Data: A Classification Tree Approach Using Synoptic Seasonal Features. Remote. Sens. 7(10): 12859-12886 (2015) - [c11]Giacomo Fontanelli, Daniela Stroppiana, Ramin Azar, Lorenzo Busetto, Mirco Boschetti, Luca Gatti, Francesco Collivignarelli, Massimo Barbieri, Francesco Holecz:
Rice monitoring using SAR and optical data in Northern Italy. IGARSS 2015: 1527-1530 - [c10]Paolo Villa, Giacomo Fontanelli, Alberto Crema:
Integration of multi-seasonal Landsat 8 and TerraSAR-X data for urban mapping: An assessment. JURSE 2015: 1-4 - 2014
- [j3]Alejandro Egido, Simonetta Paloscia, Erwan Motte, Leila Guerriero, Nazzareno Pierdicca, Marco Caparrini, Emanuele Santi, Giacomo Fontanelli, Nicolas Floury:
Airborne GNSS-R Polarimetric Measurements for Soil Moisture and Above-Ground Biomass Estimation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(5): 1522-1532 (2014) - [j2]Simonetta Paloscia, Emanuele Santi, Giacomo Fontanelli, Francesco Montomoli, Marco Brogioni, Giovanni Macelloni, Paolo Pampaloni, Simone Pettinato:
The Sensitivity of Cosmo-SkyMed Backscatter to Agricultural Crop Type and Vegetation Parameters. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(7): 2856-2868 (2014) - [c9]Giacomo Fontanelli, Alberto Crema, Ramin Azar, Daniela Stroppiana, Paolo Villa, Mirco Boschetti:
Agricultural crop mapping using optical and SAR multi-temporal seasonal data: A case study in Lombardy region, Italy. IGARSS 2014: 1489-1492 - [c8]Sergio Saponara, Giacomo Fontanelli, Luca Fanucci, Emilio Franchi:
A low-cost embedded platform for car's surrounding vision system. Real-Time Image and Video Processing 2014: 913908 - 2013
- [j1]Simone Pettinato, Emanuele Santi, Simonetta Paloscia, Paolo Pampaloni, Giacomo Fontanelli:
The Intercomparison of X-Band SAR Images from COSMO-SkyMed and TerraSAR-X Satellites: Case Studies. Remote. Sens. 5(6): 2928-2942 (2013) - [c7]Francesco Montomoli, Marco Brogioni, Giacomo Fontanelli, Alberto Toccafondi, Juha Lemmetyinen, Jouni Pulliainen, Irena Hajnsek, Giovanni Macelloni:
Electromagnetic simulation and validation of backscattering from boreal forest in the C-Ku frequency range. IGARSS 2013: 983-986 - [c6]Simonetta Paloscia, Emanuele Santi, Giacomo Fontanelli, Simone Pettinato, Alejandro Egido, Marco Caparrini, Erwan Motte, Leila Guerriero, Nazzareno Pierdicca, Nicolas Floury:
Grass: AN experiment on the capability of airborne GNSS-R sensors in sensing soil moisture and vegetation biomass. IGARSS 2013: 2110-2113 - [c5]Simonetta Paloscia, Emanuele Santi, Giacomo Fontanelli, Simone Pettinato, Alejandro Egido, Marco Caparrini, Erwan Motte, Leila Guerriero, Nazzareno Pierdicca, Nicolas Floury:
GNSS-R sensor sensitivity to soil moisture and vegetation biomass and comparison with SAR data performance. SAR 2013: 88910I - 2012
- [c4]Emanuele Santi, Giacomo Fontanelli, Simone Pettinato, Andrea Crepaz:
Monitoring of snow cover on Italian Alps using AMSR-E and Artificial Neural Networks. IGARSS 2012: 1572-1575 - [c3]Emanuele Santi, Giacomo Fontanelli, Francesco Montomoli, Marco Brogioni, Giovanni Macelloni, Simonetta Paloscia, Simone Pettinato, Paolo Pampaloni:
The retrieval and monitoring of vegetation parameters from COSMO-SkyMed images. IGARSS 2012: 7031-7034 - 2011
- [c2]Emanuele Santi, Simone Pettinato, Simonetta Paloscia, Marco Brogioni, Giacomo Fontanelli, Paolo Pampaloni, Giovanni Macelloni, Francesco Montomoli:
The potential of multi-temporal Cosmo-Skymed SAR images in monitoring soil and vegetation. IGARSS 2011: 1532-1535 - 2010
- [c1]Giovanni Macelloni, Marco Brogioni, Francesco Montomoli, Giacomo Fontanelli, Michael Kern, Helmut Rott:
Evaluation of vegetation effect on the retrieval of snow parameters from backscattering measurements: A contribution to CoReH2O mission. IGARSS 2010: 1772-1775
Coauthor Index
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