Preliminary results on soil moisture mapping in Alessandria area (Northern Italy) using Envisat A-SAR. - Christian Bignami; Nazzareno Pierdicca; Luca Pulvirenti; Francesca Ticconi; Simonetta Paloscia; Simone Pettinato; Emanuele Santi; Stian Solbo (IGARSS, 2004)

Soil properties estimates from SAR data by using a bayesian approach combined with IEM. - Simonetta Paloscia; Emanuele Santi; Simone Pettinato; Mariella Angiulli (IGARSS, 2004)

Mapping of flooding in the Alessandria area with ERS. - Stian Solbo; Simone Pettinato; Simonetta Paloscia; Emanuele Santi; Paolo Brusotti; Inger Solheim (IGARSS, 2004)

Soil moisture maps from ENVISAT ASAR images in both flat and mountainous areas. - Emanuele Santi; Simonetta Paloscia; Simone Pettinato; Pietro Poggi (IGARSS, 2005)

Monitoring Snow Cover Characteristics with Multifrequency Active and Passive Microwave Sensors. - Marco Brogioni; Giovanni Macelloni; Simonetta Paloscia; Paolo Pampaloni; Simone Pettinato; Emanuele Santi (IGARSS, 2006)

Generation of Soil Moisture Maps from ENVISAT/ASAR images in a Finland area by using a Neural Network Algorithm. - Simonetta Paloscia; Simone Pettinato; Emanuele Santi; Markus Huttunen; R. Makinen; J. Silander; Bertel Vehvilainen (IGARSS, 2006)

Snow Cover Maps with Satellite Borne SAR: A New Approach in Harmony with Fractional Optical SCA Retrieval Algorithms. - Simone Pettinato; Eirik Malnes; Jörg Haarpaintner (IGARSS, 2006)

Bistatic scattering from bare soils: Sensitivity to soil moisture and surface roughness. - Marco Brogioni; Giovanni Macelloni; Simonetta Paloscia; Paolo Pampaloni; Simone Pettinato; Francesca Ticconi (IGARSS, 2007)

Estimating Snow Characteristics with Multifrequency Microwave Radiometry. - Marco Brogioni; Giovanni Macelloni; Enrico Palchetti; Simonetta Paloscia; Paolo Pampaloni; Simone Pettinato; Emanuele Santi; Anselmo Cagnati; Andrea Crepaz (IGARSS (3), 2008)

Spatial and Temporal Monitoring of the East-Antarctic Plateau using Passive Microwave Data. - Giovanni Macelloni; Marco Brogioni; Simonetta Paloscia; Paolo Pampaloni; Simone Pettinato; Emanuele Santi (IGARSS (5), 2008)

Impact of Vegetation in the Retrieval of Snow Parameters from Backscattering Measurements at the X- and Ku-bands. - Giovanni Macelloni; Simone Pettinato; Emanuele Santi; Helmut Rott; Donald W. Cline; Helge Rebhan (IGARSS (3), 2008)

Microwave Emission from Forested Areas by Using Microwave AMSR-E Data. - Simonetta Paloscia; Marco Brogioni; Giovanni Macelloni; Paolo Pampaloni; Simone Pettinato; Emanuele Santi (IGARSS (1), 2008)

Modeling the Multifrequency Emission of Forests and Their Components. - Andrea Della Vecchia; Paolo Ferrazzoli; Leila Guerriero; Rachid Rahmoune; Simonetta Paloscia; Simone Pettinato; Emanuele Santi (IGARSS (1), 2008)

A Comparison of Algorithms for Retrieving Soil Moisture from ENVISAT/ASAR Images. - Simonetta Paloscia; Paolo Pampaloni; Simone Pettinato; Emanuele Santi (IEEE Trans. Geosci. Remote. Sens., 2008)

Global Monitoring of Hydrological Parameters in Africa by using Both Active and Passive Microwave Sensors. - Simonetta Paloscia; Paolo Pampaloni; Simone Pettinato; Emanuele Santi; Francesco Conti 003; Sara De Santis (IGARSS (3), 2009)

An Operational Algorithm for Snow Cover Mapping in Hydrological Applications. - Simone Pettinato; Marco Brogioni; Emanuele Santi; Simonetta Paloscia; Paolo Pampaloni (IGARSS (4), 2009)

Retrieval of Soil Moisture with Airborne and Satellite Microwave Sensors. - Emanuele Santi; Simonetta Paloscia; Paolo Pampaloni; Simone Pettinato; Marco Brogioni (IGARSS (2), 2009)

Monitoring Snow Characteristics With Ground-Based Multifrequency Microwave Radiometry. - Marco Brogioni; Giovanni Macelloni; Enrico Palchetti; Simonetta Paloscia; Paolo Pampaloni; Simone Pettinato; Emanuele Santi; Anselmo Cagnati; Andrea Crepaz (IEEE Trans. Geosci. Remote. Sens., 2009)

Ground-Based Microwave Investigations of Forest Plots in Italy. - Emanuele Santi; Simonetta Paloscia; Paolo Pampaloni; Simone Pettinato (IEEE Trans. Geosci. Remote. Sens., 2009)

Monitoring sea-ice and dry snow with GNSS reflections. - Fran Fabra; Estel Cardellach; Oleguer Nogués-Correig; Santi Oliveras; Serni Ribo; Antonio Rius; Maria Belmonte Rivas; Maximilian Semmling; Giovanni Macelloni; Simone Pettinato; Renato Zasso; Salvatore D'Addio (IGARSS, 2010)

A pre-operational algorithm fro the retrieval of snow depth and soil moisture from AMSR-E data. - Emanuele Santi; Simone Pettinato; Marco Brogioni; Giovanni Macelloni; Francesco Montomoli; Simonetta Paloscia; Paolo Pampaloni (IGARSS, 2010)

Neural network adaptive algorithm applied to high resolution C-band SAR images for soil moisture retrieval in bare and vegetated areas. - Claudia Notarnicola; Emanuele Santi; Marco Brogioni; Simonetta Paloscia; Simone Pettinato; Giovanni Preziosa; Bartolomeo Ventura (SAR, 2010)

Modeling the Multifrequency Emission of Broadleaf Forests and Their Components. - Andrea Della Vecchia; Paolo Ferrazzoli; Leila Guerriero; Rachid Rahmoune; Simonetta Paloscia; Simone Pettinato; Emanuele Santi (IEEE Trans. Geosci. Remote. Sens., 2010)

Estimation of air and surface temperature evolution of the East Antarctic Sheet by means of passive microwave remote sensing. - Marco Brogioni; Giovanni Macelloni; Simone Pettinato; Francesco Montomoli (IGARSS, 2011)

An empirical approach towards characterization of dry snowlayers using GNSS-R. - Fran Fabra; Estel Cardellach; Oleguer Nogués-Correig; Santi Oliveras; Sernerni Ribo; Antonio Rius; Giovanni Macelloni; Simone Pettinato; Salvatore D'Addio (IGARSS, 2011)

Multi-frequency microwave emission of the East Antarctic Plateau. - Giovanni Macelloni; Marco Brogioni; Simone Pettinato; Renato Zasso; Andrea Crepaz; Jonathan Zaccaria; Boris Padovan; Mark Drinkwater (IGARSS, 2011)

Temporal trends of microwave emission from forest areas observed from satellite. - Simonetta Paloscia; Emanuele Santi; Simone Pettinato; Marco Brogioni; Paolo Ferrazzoli; Rachid Rahmoune (IGARSS, 2011)

The potential of Cosmo-Skymed SAR images in mapping snow cover and snow water equivalent. - Simone Pettinato; Emanuele Santi; Marco Brogioni; Simonetta Paloscia; Paolo Pampaloni; Enrico Palchetti; Jianchen Shi 001; Chuan Xiong (IGARSS, 2011)

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)

Soil moisture mapping using Sentinel 1 images: the proposed approach and its preliminary validation carried out in view of an operational product. - Simonetta Paloscia; Simone Pettinato; Emanuele Santi; Nazzareno Pierdicca; Luca Pulvirenti; Claudia Notarnicola; Gaetano Pace; Antonio Reppucci (SAR, 2011)

Model analysis and experimental investigations of X-band backscattering sensitivity to snowpack characteristics. - Marco Brogioni; Chuan Xiong; Paolo Pampaloni; Simone Pettinato; Simonetta Paloscia; Jianchen Shi 001 (IGARSS, 2012)

Comparison of Cosmo-SkyMed and TerraSAR-X data for the retrieval of land hydrological parameters. - Simonetta Paloscia; Paolo Pampaloni; Emanuele Santi; Simone Pettinato; Marco Brogioni; Enrico Palchetti; Andrea Crepaz (IGARSS, 2012)

An algorithm for soil moisture mapping in view of coming Sentinel-1 satellite. - Simonetta Paloscia; Simone Pettinato; Emanuele Santi; Nazzareno Pierdicca; Luca Pulvirenti; Claudia Notarnicola; Gaetano Pace; Antonio Reppucci (IGARSS, 2012)

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)

COSMO SkyMed X-band SAR imagery for snowpack characterization in mountain areas. - Emanuele Santi; Simonetta Paloscia; Simone Pettinato; Mattia Callegari; Luca Pasolli; Claudia Notarnicola (SAR, 2012)

L-band characterization of Dome-C region using ground and satellites data. - Giovanni Macelloni; Marco Brogioni; Simone Pettinato; Francesco Montomoli; Fabiano Monti; Tania Casal (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)

Combined use of experimental data and a multi-layer model for investigating the sensitivity of microwave indexes to snow parameters. - Emanuele Santi; Marco Brogioni; Simonetta Paloscia; Simone Pettinato; Enrico Palchetti; Chuan Xiong; Andrea Crepaz (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)

Comparison of three algorithms for the retrieval of soil moisture from ASCAT data in the framework of the round robin exercise. - Emanuele Santi; Simonetta Paloscia; Simone Pettinato; Claudia Notarnicola; Luca Pasolli; Mattia Callegari (SAR, 2013)

The Potential of COSMO-SkyMed SAR Images in Monitoring Snow Cover Characteristics. - Simone Pettinato; Emanuele Santi; Marco Brogioni; Simonetta Paloscia; Enrico Palchetti; Chuan Xiong (IEEE Geosci. Remote. Sens. Lett., 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)

Comparison between SAR Soil Moisture Estimates and Hydrological Model Simulations over the Scrivia Test Site. - Emanuele Santi; Simonetta Paloscia; Simone Pettinato; Claudia Notarnicola; Luca Pasolli; Alberto Pistocchi (Remote. Sens., 2013)

Ground-Based L-Band Emission Measurements at Dome-C Antarctica: The DOMEX-2 Experiment. - Giovanni Macelloni; Marco Brogioni; Simone Pettinato; Renato Zasso; Andrea Crepaz; Jonathan Zaccaria; Boris Padovan; Mark Drinkwater (IEEE Trans. Geosci. Remote. Sens., 2013)

Model investigations of backscatter for snow profiles related to avalanche risk. - Marco Brogioni; Anselmo Cagnati; Andrea Crepaz; Simonetta Paloscia; Paolo Pampaloni; Simone Pettinato; Emanuele Santi; Chuan Xiong; Jiancheng Shi 001 (IGARSS, 2014)

The use of COSMO-SkyMed images for retrieving snow depth and soil moisture in mountainous areas. - Simonetta Paloscia; Emanuele Santi; Simone Pettinato; Claudia Notarnicola; Giovanni Cuozzo; Felix Greifeneder; Giacomo Bertoldi (IGARSS, 2014)

CATARSI - Cap and trade assessment by remote sensing investigation: An algorithm for crop and forest biomass estimate. - Emanuele Santi; Simone Pettinato; Simonetta Paloscia; Paolo Castracane; Ugo Di Giammatteo (IGARSS, 2014)

An overview of neural network applications for soil moisture retrieval from radar satellite sensors. - Emanuele Santi; Simonetta Paloscia; Simone Pettinato (SAR, 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)

An analysis of the capabilities of COSMO-SKYMED and RADARSAT systems for agricultural area monitoring. - Simonetta Paloscia; Simone Pettinato; Emanuele Santi; Claudia Notarnicola; Felix Greifeneder; Giovanni Cuozzo; Irene Nicolini; Begüm Demir; Lorenzo Bruzzone (IGARSS, 2015)

Developing an operational algorithm based on ANN for the retrieval of SMC from the incoming metop SCA mission. - Emanuele Santi; Simonetta Paloscia; Simone Pettinato; Claudia Notarnicola; Felix Greifeneder; Sebastian Hahn 002; Wolfgang Wagner 001; Mariette Vreugdenhil; Christoph Reimer (IGARSS, 2015)

Cosmo-SkyMed and RADARSAT2 image investigation for the monitoring of agricultural areas. - Simonetta Paloscia; Simone Pettinato; Emanuele Santi; Claudia Notarnicola; Felix Greifeneder; Giovanni Cuozzo; Irene Nicolini; Begüm Demir; Lorenzo Bruzzone (SAR, 2015)

Large area robust identification of snow cover from multitemporal COSMO-SkyMed images. - Simone Pettinato; Emanuele Santi; Simonetta Paloscia; Bruno Aiazzi; Stefano Baronti; Enrico Palchetti; Andrea Garzelli (SAR, 2015)

Sentinel-1 and COSMO-SkyMed image comparison on alpine environment for snow feature investigation. - Simonetta Paloscia; Simone Pettinato; Emanuele Santi; Enrico Palchetti (IGARSS, 2016)

Multifrequency microwave emission for estimating optical depth and vegetation biomass. - Simonetta Paloscia; Emanuele Santi; Paolo Pampaloni; Simone Pettinato (IGARSS, 2016)

Soil moisture and rainfall retrieval from AMSR2 data in Italy. - Emanuele Santi; Simonetta Paloscia; Simone Pettinato; Luca Brocca; Luca Ciabatta; Christian Massari (IGARSS, 2016)

Integration of passive and active microwave data from SMAP, AMSR2 and Sentinel-1 for Soil Moisture monitoring. - Emanuele Santi; Simonetta Paloscia; Simone Pettinato; Dara Entekhabi; Seyed Hamed Alemohammad; Alexandra Georges Konings (IGARSS, 2016)

Soil moisture retrieval at regional scale from AMSR2 data (Conference Presentation). - Simonetta Paloscia; Emanuele Santi; Simone Pettinato; Luca Brocca; Luca Ciabatta (SAR, 2016)

Integration of radar and radiometric data from SMAP and Sentinel-1 sensors for soil moisture and vegetation monitoring (Conference Presentation). - Simonetta Paloscia; Emanuele Santi; Simone Pettinato; Dara Entekhabi (SAR, 2016)

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)

Robust Assessment of an Operational Algorithm for the Retrieval of Soil Moisture From AMSR-E Data in Central Italy. - Emanuele Santi; Simonetta Paloscia; Simone Pettinato; Luca Brocca; Luca Ciabatta (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

COSMO-SkyMed and radarsat image integration for soil moisture and vegetation biomass monitoring. - Simonetta Paloscia; Simone Pettinato; Emanuele Santi; Claudia Notarnicola; Felix Greifeneder; Giovanni Cuozzo (IGARSS, 2017)

Investigation of alpine snow features using COSMO-SkyMed images. - Simone Pettinato; Emanuele Santi; Simonetta Paloscia; Mauro Valt (IGARSS, 2017)

Microwave emission from alpine snow: Experimental data and electromagnetic models. - Emanuele Santi; Simone Pettinato; Simonetta Paloscia; Paolo Pampaloni; Enrico Palchetti; Chuan Xiong; Andrea Crepaz (IGARSS, 2017)

COSMO-SkyMed Image Investigation of Snow Features in Alpine Environment. - Simonetta Paloscia; Simone Pettinato; Emanuele Santi; Mauro Valt (Sensors, 2017)

Vegetation Water Content Retrieval by Means of Multifrequency Microwave Acquisitions From AMSR2. - Emanuele Santi; Simonetta Paloscia; Paolo Pampaloni; Simone Pettinato; Tomoyuki Nomaki; Mieko Seki; Keiji Sekiya; Takashi Maeda (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Analysis of Microwave Emission and Related Indices Over Snow using Experimental Data and a Multilayer Electromagnetic Model. - Emanuele Santi; Simonetta Paloscia; Paolo Pampaloni; Simone Pettinato; Marco Brogioni; Chuan Xiong; Andrea Crepaz (IEEE Trans. Geosci. Remote. Sens., 2017)

The Detection of Melting Snow and Analysis of Melting-Refreezing Cycles using Microwave Radiometry. - Simonetta Paloscia; Paolo Pampaloni; Simone Pettinato; Emanuele Santi; Leandro Cara (IGARSS, 2018)

COSMO Skymed Images for the Monitoring of Cryosphere in Alpine Areas. - Simone Pettinato; Simonetta Paloscia; Emanuele Santi; Claudia Notarnicola; Mattia Callegari; Carlo Marin (IGARSS, 2018)

Estimating Soil Moisture from C and X Band Sar Using Machine Learning Algorithms and Compact Polarimetry. - Emanuele Santi; Simone Pettinato; Simonetta Paloscia; Mohammed Dabboor; Claudia Notarnicola; Antonio Padovano; Felix Greifeneder; Giovanni Cuozzo (IGARSS, 2018)

On the synergy of SMAP, AMSR2 AND SENTINEL-1 for retrieving soil moisture. - Emanuele Santi; Simonetta Paloscia; Simone Pettinato; Luca Brocca; Luca Ciabatta; Dara Entekhabi (Int. J. Appl. Earth Obs. Geoinformation, 2018)

Exploiting the Synergy Between Sentinel-1 and Cosmo Sky-Med Data for Snow Monitoring in Alpine Areas. - Simone Pettinato; Simonetta Paloscia; Emanuele Santi; Claudia Notarnicola; Mattia Callegari; Carlo Marin; Enrico Palchetti (IGARSS, 2019)

On The Use of Machine Learning and Polarimetry For Estimating Soil Moisture From Radarsat Imagery Over Italian And Canadian Test Sites. - Emanuele Santi; Mohammed Dabboor; Simone Pettinato; Simonetta Paloscia; Claudia Notarnicola; Felix Greifeneder; Giovanni Cuozzo (IGARSS, 2019)

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)

Combining Machine Learning and Compact Polarimetry for Estimating Soil Moisture from C-Band SAR Data. - Emanuele Santi; Mohammed Dabboor; Simone Pettinato; Simonetta Paloscia (Remote. Sens., 2019)

Evaluation of Soil Moisture Retrievals from ALOS-2, Sentinel-1 Data in Genhe, China. - Huizhen Cui; Lingmei Jiang; Simonetta Paloscia; Emanuele Santi; Simone Pettinato; Jian Wang 063; Gongxue Wang (IGARSS, 2020)

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)

Multi-Frequency SAR Images for SWE Retrieval in Alpine Areas Through Machine Learning APPROACHES. - Simone Pettinato; Simonetta Paloscia; Emanuele Santi; Enrico Palchetti; Ludovica De Gregorio; Claudia Notarnicola; Giovanni Cuozzo; Carlo Marin; Francesca Cigna; Deodato Tapete (IGARSS, 2020)

Soil Moisture and Forest Biomass retrieval on a global scale by using CyGNSS data and Artificial Neural Networks. - Emanuele Santi; Simone Pettinato; Simonetta Paloscia; Maria Paola Clarizia; Laura Dente; Leila Guerriero; Davide Comite; Nazzareno Pierdicca (IGARSS, 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)

Machine-Learning Applications for the Retrieval of Forest Biomass from Airborne P-Band SAR Data. - Emanuele Santi; Simonetta Paloscia; Simone Pettinato; Giovanni Cuozzo; Antonio Padovano; Claudia Notarnicola; Clement Albinet (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)

Integration of DMRT and SNOWPACK Models for Simulating Backscattering and Comparison with COSMO-SkyMed Data. - Fabrizio Baroni; Simone Pilia; Alessandro Lapini; Simonetta Paloscia; Simone Pettinato; Emanuele Santi; Leonardo Santurri; Mauro Valt (IGARSS, 2021)

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)

Snow Water Equivalent Retrieval from COSMO-SkyMed Observations Through Machine Learning Algorithms and Model Simulations. - Emanuele Santi; Simonetta Paloscia; Simone Pettinato; Claudia Notarnicola; Giovanni Cuozzo; Ludovica De Gregorio; Francesca Cigna; Deodato Tapete (IGARSS, 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)

The Potential of ALOS-2 and Sentinel-1 Radar Data for Soil Moisture Retrieval With High Spatial Resolution Over Agroforestry Areas, China. - Huizhen Cui; Lingmei Jiang; Simonetta Paloscia; Emanuele Santi; Simone Pettinato; Jian Wang 063; Xiyao Fang; Wanjin Liao (IEEE Trans. Geosci. Remote. Sens., 2022)

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. - Simone Pilia; Fabrizio Baroni; Alessandro Lapini; Simonetta Paloscia; Simone Pettinato; Emanuele Santi; Paolo Pampaloni; Mauro Valt; Fabiano Monti (IEEE Trans. Geosci. Remote. Sens., 2022)

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. - Emanuele Santi; Ludovica De Gregorio; Simone Pettinato; Giovanni Cuozzo; Alexander W. Jacob; Claudia Notarnicola; Daniel Günther 001; Ulrich Strasser; Francesca Cigna; Deodato Tapete; Simonetta Paloscia (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)

Multi-Frequency SAR Images for Investigations of the Cryosphere: Preliminary Results of Criosar Project. - Simone Pettinato; Emanuele Santi; Simonetta Paloscia; Fabrizio Baroni; Simone Pilia; Leonardo Santurri; Enrico Palchetti; Fabio Bovenga; Antonella Belmonte; Alberto Refice; Ilenia Argentiero; Roberto Colombo; et al. (IGARSS, 2023)

Machine Learning Applications for Classification and Retrieval of Surface Parameters from GNSS-R. - Emanuele Santi; Simone Pettinato; Davide Comite; Nazzareno Pierdicca; Laura Dente; Leila Guerriero; Maria Paola Clarizia; Nicolas Floury (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)

Machine Learning Algorithms Assessment for Snow LWC Retrieval from SAR Data. - Emanuele Santi; Simonetta Paloscia; Simone Pettinato; Fabrizio Baroni; Simone Pilia; Roberto Colombo; Claudia Ravasio; Biagio Di Mauro (IGARSS, 2024)

Integration of Active and Passive Multifrequency Data from AMSR-2 and Cosmo SkyMed for Snow Depth Monitoring at High Resolution in Alpine Environments. - Emanuele Santi; Simone Pettinato; Simonetta Paloscia; Simone Pilia; Fabrizio Baroni; Giuliano Ramat (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)

Integration of Strong Fluctuation Theory With Rough Soil Models for Improving Snow Backscattering Simulations. - Fabrizio Baroni; Simone Pettinato; Emanuele Santi; Simone Pilia; Giuliano Ramat; Simonetta Paloscia (IEEE Trans. Geosci. Remote. Sens., 2025)

A Merged CYGNSS Soil Moisture Product Using a Minimum Variance Estimator. - Erik Hodges; Clara C. Chew; Eric E. Small; Dinan Bai; Mohammad M. Al-Khaldi; Jeffrey D. Ouellette; Joel T. Johnson; Fangni Lei; Mehmet Kurum; Ali Cafer Gürbüz; Volkan Yusuf Senyurek; M. M. Nabi; et al. (IEEE Trans. Geosci. Remote. Sens., 2025)