Giacomo Fontanelli

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 20

Top Topics

Machine Learning

High Resolution

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

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)
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)
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)
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)
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)
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 (2022)
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 (2022)
Simonetta Paloscia, Emanuele Santi, Simone Pettinato, Alessandro Lapini, Giacomo Fontanelli, Simone Pilia, Fabrizio Baroni, Giuliano Ramat, Leonardo Santurri, Claudia Notarnicola, L. De Gregorio, Giovanni Cuozzo, Deodato Tapete, Francesca Cigna
Multifrequency SAR Data for Estimating Snow, Soil and Vegetation Parameters. IGARSS (2022)
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 (2021)
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) (2021)
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)
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)
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) (2020)
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 (2020)
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)
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) (2020)
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) (2020)
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)
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)
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 (2016)
Paolo Villa, Giacomo Fontanelli, Alberto Crema
Integration of multi-seasonal Landsat 8 and TerraSAR-X data for urban mapping: An assessment. JURSE (2015)
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)
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) (2015)
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) (2014)
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)
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)
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) (2014)
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) (2013)
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)
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)
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)
Emanuele Santi, Giacomo Fontanelli, Simone Pettinato, Andrea Crepaz
Monitoring of snow cover on Italian Alps using AMSR-E and Artificial Neural Networks. IGARSS (2012)
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)
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)
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)