Giacomo Fontanelli

37 papers C 20Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
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.
Emanuele Santi, Fabrizio Baroni, Giacomo Fontanelli, Enrico Palchetti, Simonetta Paloscia, Simone Pettinato, Simone Pilia, Giuliano Ramat, Leonardo Santurri
2024 C conf
Soil and Vegetation Water Status Monitoring by Integrating Optical and Microwave Satellite Data.
IGARSS
Simone Pilia, Fabrizio Baroni, Giacomo Fontanelli, Giuliano Ramat, Enrico Palchetti, Simonetta Paloscia, Simone Pettinato, Emanuele Santi, Leonardo Santurri
2023 C conf
Combining the Strong Fluctuation Theory with Rough Soil Models for Improving the Simulation Accuracy of Alpine Snowpacks at C- and X-Bands.
IGARSS
Fabrizio Baroni, Simone Pettinato, Emanuele Santi, Giuliano Ramat, Giacomo Fontanelli, Alessandro Lapini, Simonetta Paloscia, Paolo Pampaloni, Simone Pilia
2023 C conf
High Resolution Mapping of Crop Biomass by Combining Sentinel-1 and Cosmo Skymed Through Machine Learning.
IGARSS
Emanuele Santi, Simonetta Paloscia, Simone Pettinato, Alessandro Lapini, Giacomo Fontanelli, Fabrizio Baroni, Simone Pilia, Giuliano Ramat, Leonardo Santurri
2022 C conf
A Method for Estimating Agricultural Crop Biomass by Using Sar Images at X and C Bands.
IGARSS
Simonetta Paloscia, Emanuele Santi, Simone Pettinato, Alessandro Lapini, Giacomo Fontanelli, Simone Pilia, Fabrizio Baroni, Giuliano Ramat, Leonardo Santurri
2022 J jnl
Assessing Interactions Between Crop Biophysical Parameters and X-Band Backscattering Using Empirical Data and Model Sensitivity Analysis.
IEEE Trans. Geosci. Remote. Sens.
Giacomo Fontanelli, Francesco Montomoli, Ramin Azar, Giovanni Macelloni, Paolo Villa
2022 J jnl
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.
Giacomo Fontanelli, Alessandro Lapini, Leonardo Santurri, Simone Pettinato, Emanuele Santi, Giuliano Ramat, Simone Pilia, Fabrizio Baroni, Deodato Tapete, Francesca Cigna, Simonetta Paloscia
2022 C conf
High Resolution Mapping of Vegetation Biomass and Soil Moisture by Using AMSR2, Sentinel-1 and Machine Learning.
IGARSS
Emanuele Santi, Fabrizio Baroni, Giacomo Fontanelli, Alessandro Lapini, Enrico Palchetti, Simonetta Paloscia, Paolo Pampaloni, Simone Pettinato, Simone Pilia, Giuliano Ramat, Leonardo Santurri
2022 C conf
Multifrequency SAR Data for Estimating Snow, Soil and Vegetation Parameters.
IGARSS
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
2022 C conf
The Application of COSMO-Skymed Images to Agricultural Management in Central Tunisia.
IGARSS
Simone Pettinato, Giuliano Ramat, N. Souissi, Fabrizio Baroni, Emanuele Santi, Giacomo Fontanelli, Alessandro Lapini, Simonetta Paloscia, Simone Pilia, Leonardo Santurri, Enrico Palchetti
2021 J jnl
A Multi-Stage model based on YOLOv3 for defect detection in PV panels based on IR and Visible Imaging by Unmanned Aerial Vehicle.
CoRR
Antonio Di Tommaso, Alessandro Betti, Giacomo Fontanelli, Benedetto Michelozzi
2021 C conf
Crop Classification and Biomass Estimate Using Cosmo-Skymed and Sentinel-1 Data in an Agricultural Test Area in Central Italy.
IGARSS
Alessandro Lapini, Giacomo Fontanelli, Fabrizio Baroni, Simonetta Paloscia, Simone Pettinato, Simone Pilia, Giuliano Ramat, Emanuele Santi, Leonardo Santurri, Francesca Cigna, Deodato Tapete
2021 J jnl
Mapping Woody Volume of Mediterranean Forests by Using SAR and Machine Learning: A Case Study in Central Italy.
Remote. Sens.
Emanuele Santi, Marta Chiesi, Giacomo Fontanelli, Alessandro Lapini, Simonetta Paloscia, Simone Pettinato, Giuliano Ramat, Leonardo Santurri
2021 C conf
Neural Network Integration of SMAP and Sentinel-1 for Estimating Soil Moisture at High Spatial Resolution.
IGARSS
Emanuele Santi, Simonetta Paloscia, Simone Pettinato, Giacomo Fontanelli
2020 C conf
Application of Deep Learning to Optical and SAR Images for the Classification of Agricultural Areas in Italy.
IGARSS
Alessandro Lapini, Giacomo Fontanelli, Simone Pettinato, Emanuele Santi, Simonetta Paloscia, Deodato Tapete, Francesca Cigna
2020 J jnl
Comparison of Machine Learning Methods Applied to SAR Images for Forest Classification in Mediterranean Areas.
Remote. Sens.
Alessandro Lapini, Simone Pettinato, Emanuele Santi, Simonetta Paloscia, Giacomo Fontanelli, Andrea Garzelli
2020 J jnl
Deriving Wheat Crop Productivity Indicators Using Sentinel-1 Time Series.
Remote. Sens.
Nikolaos-Christos Vavlas, Toby W. Waine, Jeroen Meersmans, Paul J. Burgess, Giacomo Fontanelli, Goetz M. Richter
2020 J jnl
Lowland Rice Mapping in Sédhiou Region (Senegal) Using Sentinel 1 and Sentinel 2 Data and Random Forest.
Remote. Sens.
Edoardo Fiorillo, Edmondo Di Giuseppe, Giacomo Fontanelli, Fabio Maselli
2020 J jnl
Remote Sensing of Forest Biomass Using GNSS Reflectometry.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Emanuele Santi, Simonetta Paloscia, Simone Pettinato, Giacomo Fontanelli, Maria Paola Clarizia, Davide Comite, Laura Dente, Leila Guerriero, Nazzareno Pierdicca, Nicolas Floury
2019 C conf
A merged SMAP - Sentinel-1 soil moisture product using Artificial Neural Networks: a case study in Central Italy.
IGARSS
Emanuele Santi, Simonetta Paloscia, Simone Pettinato, Giacomo Fontanelli, Sara Modanesi, Luca Brocca, Luca Ciabatta, Christian Massari
2019 C conf
Forest Biomass Estimate on Local and Global Scales Through GNSS Reflectometry Techniques.
IGARSS
Emanuele Santi, Simonetta Paloscia, Simone Pettinato, Giacomo Fontanelli, Maria Paola Clarizia, Leila Guerriero, Nazzareno Pierdicca
2016 J jnl
Application of artificial neural networks for the soil moisture retrieval from active and passive microwave spaceborne sensors.
Int. J. Appl. Earth Obs. Geoinformation
Emanuele Santi, Simonetta Paloscia, Simone Pettinato, Giacomo Fontanelli
2015 J jnl
In-Season Mapping of Crop Type with Optical and X-Band SAR Data: A Classification Tree Approach Using Synoptic Seasonal Features.
Remote. Sens.
Paolo Villa, Daniela Stroppiana, Giacomo Fontanelli, Ramin Azar, Pietro Alessandro Brivio
2015 — conf
Integration of multi-seasonal Landsat 8 and TerraSAR-X data for urban mapping: An assessment.
JURSE
Paolo Villa, Giacomo Fontanelli, Alberto Crema
2015 C conf
Rice monitoring using SAR and optical data in Northern Italy.
IGARSS
Giacomo Fontanelli, Daniela Stroppiana, Ramin Azar, Lorenzo Busetto, Mirco Boschetti, Luca Gatti, Francesco Collivignarelli, Massimo Barbieri, Francesco Holecz
2014 — conf
A low-cost embedded platform for car's surrounding vision system.
Real-Time Image and Video Processing
Sergio Saponara, Giacomo Fontanelli, Luca Fanucci, Emilio Franchi
2014 C conf
Agricultural crop mapping using optical and SAR multi-temporal seasonal data: A case study in Lombardy region, Italy.
IGARSS
Giacomo Fontanelli, Alberto Crema, Ramin Azar, Daniela Stroppiana, Paolo Villa, Mirco Boschetti
2014 J jnl
Airborne GNSS-R Polarimetric Measurements for Soil Moisture and Above-Ground Biomass Estimation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alejandro Egido, Simonetta Paloscia, Erwan Motte, Leila Guerriero, Nazzareno Pierdicca, Marco Caparrini, Emanuele Santi, Giacomo Fontanelli, Nicolas Floury
2014 J jnl
The Sensitivity of Cosmo-SkyMed Backscatter to Agricultural Crop Type and Vegetation Parameters.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Simonetta Paloscia, Emanuele Santi, Giacomo Fontanelli, Francesco Montomoli, Marco Brogioni, Giovanni Macelloni, Paolo Pampaloni, Simone Pettinato
2013 C conf
Electromagnetic simulation and validation of backscattering from boreal forest in the C-Ku frequency range.
IGARSS
Francesco Montomoli, Marco Brogioni, Giacomo Fontanelli, Alberto Toccafondi, Juha Lemmetyinen, Jouni Pulliainen, Irena Hajnsek, Giovanni Macelloni
2013 — conf
GNSS-R sensor sensitivity to soil moisture and vegetation biomass and comparison with SAR data performance.
SAR
Simonetta Paloscia, Emanuele Santi, Giacomo Fontanelli, Simone Pettinato, Alejandro Egido, Marco Caparrini, Erwan Motte, Leila Guerriero, Nazzareno Pierdicca, Nicolas Floury
2013 C conf
Grass: AN experiment on the capability of airborne GNSS-R sensors in sensing soil moisture and vegetation biomass.
IGARSS
Simonetta Paloscia, Emanuele Santi, Giacomo Fontanelli, Simone Pettinato, Alejandro Egido, Marco Caparrini, Erwan Motte, Leila Guerriero, Nazzareno Pierdicca, Nicolas Floury
2013 J jnl
The Intercomparison of X-Band SAR Images from COSMO-SkyMed and TerraSAR-X Satellites: Case Studies.
Remote. Sens.
Simone Pettinato, Emanuele Santi, Simonetta Paloscia, Paolo Pampaloni, Giacomo Fontanelli
2012 C conf
Monitoring of snow cover on Italian Alps using AMSR-E and Artificial Neural Networks.
IGARSS
Emanuele Santi, Giacomo Fontanelli, Simone Pettinato, Andrea Crepaz
2012 C conf
The retrieval and monitoring of vegetation parameters from COSMO-SkyMed images.
IGARSS
Emanuele Santi, Giacomo Fontanelli, Francesco Montomoli, Marco Brogioni, Giovanni Macelloni, Simonetta Paloscia, Simone Pettinato, Paolo Pampaloni
2011 C conf
The potential of multi-temporal Cosmo-Skymed SAR images in monitoring soil and vegetation.
IGARSS
Emanuele Santi, Simone Pettinato, Simonetta Paloscia, Marco Brogioni, Giacomo Fontanelli, Paolo Pampaloni, Giovanni Macelloni, Francesco Montomoli
2010 C conf
Evaluation of vegetation effect on the retrieval of snow parameters from backscattering measurements: A contribution to CoReH2O mission.
IGARSS
Giovanni Macelloni, Marco Brogioni, Francesco Montomoli, Giacomo Fontanelli, Michael Kern, Helmut Rott