Evaluation of vegetation effect on the retrieval of snow parameters from backscattering measurements: A contribution to CoReH2O mission. - Giovanni Macelloni; Marco Brogioni; Francesco Montomoli; Giacomo Fontanelli; Michael Kern; Helmut Rott (IGARSS, 2010)

The potential of multi-temporal Cosmo-Skymed SAR images in monitoring soil and vegetation. - Emanuele Santi; Simone Pettinato; Simonetta Paloscia; Marco Brogioni; Giacomo Fontanelli; Paolo Pampaloni; Giovanni Macelloni; Francesco Montomoli (IGARSS, 2011)

The retrieval and monitoring of vegetation parameters from COSMO-SkyMed images. - Emanuele Santi; Giacomo Fontanelli; Francesco Montomoli; Marco Brogioni; Giovanni Macelloni; Simonetta Paloscia; Simone Pettinato; Paolo Pampaloni (IGARSS, 2012)

Monitoring of snow cover on Italian Alps using AMSR-E and Artificial Neural Networks. - Emanuele Santi; Giacomo Fontanelli; Simone Pettinato; Andrea Crepaz (IGARSS, 2012)

Electromagnetic simulation and validation of backscattering from boreal forest in the C-Ku frequency range. - Francesco Montomoli; Marco Brogioni; Giacomo Fontanelli; Alberto Toccafondi; Juha Lemmetyinen; Jouni Pulliainen; Irena Hajnsek; Giovanni Macelloni (IGARSS, 2013)

Grass: AN experiment on the capability of airborne GNSS-R sensors in sensing soil moisture and vegetation biomass. - Simonetta Paloscia; Emanuele Santi; Giacomo Fontanelli; Simone Pettinato; Alejandro Egido; Marco Caparrini; Erwan Motte; Leila Guerriero; Nazzareno Pierdicca; Nicolas Floury (IGARSS, 2013)

GNSS-R sensor sensitivity to soil moisture and vegetation biomass and comparison with SAR data performance. - Simonetta Paloscia; Emanuele Santi; Giacomo Fontanelli; Simone Pettinato; Alejandro Egido; Marco Caparrini; Erwan Motte; Leila Guerriero; Nazzareno Pierdicca; Nicolas Floury (SAR, 2013)

The Intercomparison of X-Band SAR Images from COSMO-SkyMed and TerraSAR-X Satellites: Case Studies. - Simone Pettinato; Emanuele Santi; Simonetta Paloscia; Paolo Pampaloni; Giacomo Fontanelli (Remote. Sens., 2013)

Agricultural crop mapping using optical and SAR multi-temporal seasonal data: A case study in Lombardy region, Italy. - Giacomo Fontanelli; Alberto Crema; Ramin Azar; Daniela Stroppiana; Paolo Villa; Mirco Boschetti (IGARSS, 2014)

A low-cost embedded platform for car's surrounding vision system. - Sergio Saponara; Giacomo Fontanelli; Luca Fanucci; Emilio Franchi (Real-Time Image and Video Processing, 2014)

Airborne GNSS-R Polarimetric Measurements for Soil Moisture and Above-Ground Biomass Estimation. - Alejandro Egido; Simonetta Paloscia; Erwan Motte; Leila Guerriero; Nazzareno Pierdicca; Marco Caparrini; Emanuele Santi; Giacomo Fontanelli; Nicolas Floury (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

The Sensitivity of Cosmo-SkyMed Backscatter to Agricultural Crop Type and Vegetation Parameters. - Simonetta Paloscia; Emanuele Santi; Giacomo Fontanelli; Francesco Montomoli; Marco Brogioni; Giovanni Macelloni; Paolo Pampaloni; Simone Pettinato (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Rice monitoring using SAR and optical data in Northern Italy. - Giacomo Fontanelli; Daniela Stroppiana; Ramin Azar; Lorenzo Busetto; Mirco Boschetti; Luca Gatti; Francesco Collivignarelli; Massimo Barbieri; Francesco Holecz (IGARSS, 2015)

Integration of multi-seasonal Landsat 8 and TerraSAR-X data for urban mapping: An assessment. - Paolo Villa; Giacomo Fontanelli; Alberto Crema (JURSE, 2015)

In-Season Mapping of Crop Type with Optical and X-Band SAR Data: A Classification Tree Approach Using Synoptic Seasonal Features. - Paolo Villa; Daniela Stroppiana; Giacomo Fontanelli; Ramin Azar; Pietro Alessandro Brivio (Remote. Sens., 2015)

Application of artificial neural networks for the soil moisture retrieval from active and passive microwave spaceborne sensors. - Emanuele Santi; Simonetta Paloscia; Simone Pettinato; Giacomo Fontanelli (Int. J. Appl. Earth Obs. Geoinformation, 2016)

Forest Biomass Estimate on Local and Global Scales Through GNSS Reflectometry Techniques. - Emanuele Santi; Simonetta Paloscia; Simone Pettinato; Giacomo Fontanelli; Maria Paola Clarizia; Leila Guerriero; Nazzareno Pierdicca (IGARSS, 2019)

A merged SMAP - Sentinel-1 soil moisture product using Artificial Neural Networks: a case study in Central Italy. - Emanuele Santi; Simonetta Paloscia; Simone Pettinato; Giacomo Fontanelli; Sara Modanesi; Luca Brocca; Luca Ciabatta; Christian Massari (IGARSS, 2019)

Application of Deep Learning to Optical and SAR Images for the Classification of Agricultural Areas in Italy. - Alessandro Lapini; Giacomo Fontanelli; Simone Pettinato; Emanuele Santi; Simonetta Paloscia; Deodato Tapete; Francesca Cigna (IGARSS, 2020)

Lowland Rice Mapping in Sédhiou Region (Senegal) Using Sentinel 1 and Sentinel 2 Data and Random Forest. - Edoardo Fiorillo; Edmondo Di Giuseppe; Giacomo Fontanelli; Fabio Maselli (Remote. Sens., 2020)

Comparison of Machine Learning Methods Applied to SAR Images for Forest Classification in Mediterranean Areas. - Alessandro Lapini; Simone Pettinato; Emanuele Santi; Simonetta Paloscia; Giacomo Fontanelli; Andrea Garzelli (Remote. Sens., 2020)

Deriving Wheat Crop Productivity Indicators Using Sentinel-1 Time Series. - Nikolaos-Christos Vavlas; Toby W. Waine; Jeroen Meersmans; Paul J. Burgess; Giacomo Fontanelli; Goetz M. Richter (Remote. Sens., 2020)

Remote Sensing of Forest Biomass Using GNSS Reflectometry. - Emanuele Santi; Simonetta Paloscia; Simone Pettinato; Giacomo Fontanelli; Maria Paola Clarizia; Davide Comite; Laura Dente; Leila Guerriero; Nazzareno Pierdicca; Nicolas Floury (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Crop Classification and Biomass Estimate Using Cosmo-Skymed and Sentinel-1 Data in an Agricultural Test Area in Central Italy. - Alessandro Lapini; Giacomo Fontanelli; Fabrizio Baroni; Simonetta Paloscia; Simone Pettinato; Simone Pilia; Giuliano Ramat; Emanuele Santi; Leonardo Santurri; Francesca Cigna; Deodato Tapete (IGARSS, 2021)

Neural Network Integration of SMAP and Sentinel-1 for Estimating Soil Moisture at High Spatial Resolution. - Emanuele Santi; Simonetta Paloscia; Simone Pettinato; Giacomo Fontanelli (IGARSS, 2021)

A Multi-Stage model based on YOLOv3 for defect detection in PV panels based on IR and Visible Imaging by Unmanned Aerial Vehicle. - Antonio Di Tommaso; Alessandro Betti; Giacomo Fontanelli; Benedetto Michelozzi (CoRR, 2021)

Mapping Woody Volume of Mediterranean Forests by Using SAR and Machine Learning: A Case Study in Central Italy. - Emanuele Santi; Marta Chiesi; Giacomo Fontanelli; Alessandro Lapini; Simonetta Paloscia; Simone Pettinato; Giuliano Ramat; Leonardo Santurri (Remote. Sens., 2021)

A Method for Estimating Agricultural Crop Biomass by Using Sar Images at X and C Bands. - Simonetta Paloscia; Emanuele Santi; Simone Pettinato; Alessandro Lapini; Giacomo Fontanelli; Simone Pilia; Fabrizio Baroni; Giuliano Ramat; Leonardo Santurri (IGARSS, 2022)

Multifrequency SAR Data for Estimating Snow, Soil and Vegetation Parameters. - 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; et al. (IGARSS, 2022)

The Application of COSMO-Skymed Images to Agricultural Management in Central Tunisia. - Simone Pettinato; Giuliano Ramat; N. Souissi; Fabrizio Baroni; Emanuele Santi; Giacomo Fontanelli; Alessandro Lapini; Simonetta Paloscia; Simone Pilia; Leonardo Santurri; Enrico Palchetti (IGARSS, 2022)

High Resolution Mapping of Vegetation Biomass and Soil Moisture by Using AMSR2, Sentinel-1 and Machine Learning. - Emanuele Santi; Fabrizio Baroni; Giacomo Fontanelli; Alessandro Lapini; Enrico Palchetti; Simonetta Paloscia; Paolo Pampaloni; Simone Pettinato; Simone Pilia; Giuliano Ramat; Leonardo Santurri (IGARSS, 2022)

Early-Season Crop Mapping on an Agricultural Area in Italy Using X-Band Dual-Polarization SAR Satellite Data and Convolutional Neural Networks. - Giacomo Fontanelli; Alessandro Lapini; Leonardo Santurri; Simone Pettinato; Emanuele Santi; Giuliano Ramat; Simone Pilia; Fabrizio Baroni; Deodato Tapete; Francesca Cigna; Simonetta Paloscia (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Assessing Interactions Between Crop Biophysical Parameters and X-Band Backscattering Using Empirical Data and Model Sensitivity Analysis. - Giacomo Fontanelli; Francesco Montomoli; Ramin Azar; Giovanni Macelloni; Paolo Villa (IEEE Trans. Geosci. Remote. Sens., 2022)

Combining the Strong Fluctuation Theory with Rough Soil Models for Improving the Simulation Accuracy of Alpine Snowpacks at C- and X-Bands. - Fabrizio Baroni; Simone Pettinato; Emanuele Santi; Giuliano Ramat; Giacomo Fontanelli; Alessandro Lapini; Simonetta Paloscia; Paolo Pampaloni; Simone Pilia (IGARSS, 2023)

High Resolution Mapping of Crop Biomass by Combining Sentinel-1 and Cosmo Skymed Through Machine Learning. - Emanuele Santi; Simonetta Paloscia; Simone Pettinato; Alessandro Lapini; Giacomo Fontanelli; Fabrizio Baroni; Simone Pilia; Giuliano Ramat; Leonardo Santurri (IGARSS, 2023)

Soil and Vegetation Water Status Monitoring by Integrating Optical and Microwave Satellite Data. - Simone Pilia; Fabrizio Baroni; Giacomo Fontanelli; Giuliano Ramat; Enrico Palchetti; Simonetta Paloscia; Simone Pettinato; Emanuele Santi; Leonardo Santurri (IGARSS, 2024)

High-Resolution Mapping of Soil Moisture by AMSR2 Data Disaggregation Based on Sentinel-1 and Machine Learning. - Emanuele Santi; Fabrizio Baroni; Giacomo Fontanelli; Enrico Palchetti; Simonetta Paloscia; Simone Pettinato; Simone Pilia; Giuliano Ramat; Leonardo Santurri (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)