Radar Response Simulation in Environmental Remote Sensing. - Paolo Ferrazzoli; Leila Guerriero; Giovanni Schiavon; Domenico Solimini (EUROSIM, 1992)

Sensitivity to microwave measurements to vegetation biomass and soil moisture content: a case study. - Paolo Ferrazzoli; Simonetta Paloscia; Paolo Pampaloni; Giovanni Schiavon; Domenico Solimini; Peter Coppo (IEEE Trans. Geosci. Remote. Sens., 1992)

Space-Earth absorption in the absence of rain: Radiometric inversion coefficients for Italy. - Francesco Barbaliscia; Leila Guerriero; Giovanni Schiavon; Domenico Solimini (Eur. Trans. Telecommun., 1994)

The potential of multifrequency polarimetric SAR in assessing agricultural and arboreous biomass. - Paolo Ferrazzoli; Simonetta Paloscia; Paolo Pampaloni; Giovanni Schiavon; Simone Sigismondi; Domenico Solimini (IEEE Trans. Geosci. Remote. Sens., 1997)

Experimental and model investigation on radar classification capability. - Paolo Ferrazzoli; Leila Guerriero; Giovanni Schiavon (IEEE Trans. Geosci. Remote. Sens., 1999)

Nonlinear principal component analysis for the radiometric inversion of atmospheric profiles by using neural networks. - Fabio Del Frate; Giovanni Schiavon (IEEE Trans. Geosci. Remote. Sens., 1999)

Ground-based radiometric retrieval of cloud liquid. - Fabio Del Frate; Giovanni Schiavon; Domenico Solimini; P. M. Simpson; E. C. Brand; C. L. Wrench (IGARSS, 2002)

Passive calibration of the backscattering coefficient of the ENVISAT RA-2: evaluation of radiative models for sea and land. - Nazzareno Pierdicca; Paolo Castracane; Luca Pulvirenti; Bruno Greco; Paolo Ferrazzoli; Leila Guerriero; Giovanni Schiavon; Piero Ciotti; Frank S. Marzano; L. Bernardini; Patrizia Basili; Stefania Bonafoni; et al. (IGARSS, 2002)

On the potential of multi-polarization and multi-temporal C-band SAR data in classifying crops. - Fabio Del Frate; Giovanni Schiavon; Domenico Solimini; Maurice Borgeaud; Dirk H. Hoekman; Martin A. M. Vissers (IGARSS, 2003)

Landslide identification by SAR interferometry: the Sarno case. - Giovanni Schiavon; Fabio Del Frate; D. D'Ottavio; Salvatore Stramondo (IGARSS, 2003)

High resolution multi-spectral analysis of urban areas with quickbird imagery and sinergy with ERS data. - Giovanni Schiavon; Fabio Del Frate; Chiara Solimini (IGARSS, 2003)

Crop classification using multiconfiguration C-band SAR data. - Fabio Del Frate; Giovanni Schiavon; Domenico Solimini; Maurice Borgeaud; Dirk H. Hoekman; Martin A. M. Vissers (IEEE Trans. Geosci. Remote. Sens., 2003)

SAR interferometric baseline calibration without need of phase unwrapping. - Mario Costantini; Federico Minati; Alessandro Quagliarini; Giovanni Schiavon (IGARSS, 2004)

Seismic source parameters from InSAR data trough neural networks [trough reads through]. - Fabio Del Frate; Fabrizio Rossi; Giovanni Schiavon; Salvatore Stramondo (IGARSS, 2004)

Application of neural networks algorithms to QuickBird imagery for classification and change detection of urban areas. - Fabio Del Frate; Giovanni Schiavon; Chiara Solimini (IGARSS, 2004)

Unsupervised classification of a central italy landscape by polarimetric L-band SAR data. - Cosimo Putignano; Giovanni Schiavon; Domenico Solimini; Bambang Trisasongko (IGARSS, 2005)

Multi-temporal High-resolution Polarimetric L-band SAR Observation of a Wine-producing Landscape. - Alessandro Burini; Fabio Del Frate; Andrea Minchella; Giovanni Schiavon; Domenico Solimini; Remo Bianchi; Luigi Fusco; Ralf Horn (IGARSS, 2006)

Self-organizing Neural Networks for Unsupervised Classification of Polarimetric SAR Data on Complex Landscapes. - Cosimo Putignano; Giovanni Schiavon; Domenico Solimini; Bambang Trisasongko (IGARSS, 2006)

A neural approach to unsupervised classification of very-high resolution polarimetric SAR data. - Alessandro Burini; Cosimo Putignano; Fabio Del Frate; Marco Del Greco; Giovanni Schiavon; Domenico Solimini (IGARSS, 2007)

Sensitivity of multi-temporal high resolution polarimetric C and L-band SAR to grapes in vineyards. - Giovanni Schiavon; Domenico Solimini; Alessandro Burini (IGARSS, 2007)

Use of Neural Networks for Automatic Classification From High-Resolution Images. - Fabio Del Frate; Fabio Pacifici; Giovanni Schiavon; Chiara Solimini (IEEE Trans. Geosci. Remote. Sens., 2007)

TerraSAR-X Imaging for Unsepervised Land Cover Classification and Fire Mapping. - Alessandro Burini; Cosimo Putignano; Fabio Del Frate; Michele Lazzarini; Giorgio Licciardi; Giovanni Schiavon; Domenico Solimini; Francesco De Biasi; Paolo Manunta (IGARSS (3), 2008)

TerraSAR-X/SPOT-5 Fused Images for Supervised Land Cover Classification. - Alessandro Burini; Cosimo Putignano; Fabio Del Frate; Giorgio Licciardi; Chiara Pratola; Giovanni Schiavon; Domenico Solimini (IGARSS (5), 2008)

Fusion of High Resolution Polarimetric SAR and Multi-Spectral Optical Data for Precision Viticulure. - Alessandro Burini; Domenico Solimini; Giovanni Schiavon (IGARSS (3), 2008)

Automatic Retrieval of Tectonic Parameters with Neural Networks and Sar Interferometry: An Assessment with Experimental Data. - Fabio Del Frate; Giovanni Schiavon; Salvatore Stramondo (IGARSS (3), 2008)

Signal Processing Issues for the Exploitation of Pulse-to-Pulse Encoding SAR Transponders. - John P. Merryman Boncori; Giovanni Schiavon (IEEE Trans. Geosci. Remote. Sens., 2008)

Use of Neural Networks and SAR Interferometry for the Automatic Retrieval of Tectonic Parameters. - Salvatore Stramondo; Fabio Del Frate; Matteo Picchiani; Giovanni Schiavon (IGARSS (3), 2009)

Dimensionality reduction of hyperspectral data: Assessing the performance of Autoassociative Neural Networks. - Giorgio Licciardi; Fabio Del Frate; Giovanni Schiavon; Domenico Solimini (IGARSS, 2010)

Towards fully automatic generation of land cover maps from polarimetric and metric-resolution SAR data. - Chiara Pratola; Marco Del Greco; Fabio Del Frate; Giovanni Schiavon; Domenico Solimini (IGARSS, 2010)

Sub-urban landscape characterization by very high-resolution X-band COSMO-Skymed SAR images: first results. - Fabio Del Frate; Domenico Loschiavo; Chiara Pratola; Giovanni Schiavon; Domenico Solimini (SAR, 2010)

Neural networks and SAR interferometry for the characterization of seismic events. - Fabio Del Frate; Matteo Picchiani; Giovanni Schiavon; Salvatore Stramondo (SAR, 2010)

Automatic features extraction in sub-urban landscape using very high resolution Cosmo-Skymed SAR images. - Fabio Del Frate; Chiara Pratola; Giovanni Schiavon; Domenico Solimini (IGARSS, 2011)

Characterizing land cover from X-band COSMO-SkyMed images by neural networks. - Chiara Pratola; Fabio Del Frate; Giovanni Schiavon; Domenico Solimini; Giorgio Licciardi (JURSE, 2011)

Neural Networks for automatic seismic source analysis from DInSAR data. - Matteo Picchiani; Fabio Del Frate; Giovanni Schiavon; Salvatore Stramondo; Marco Chini; Christian Bignami (SAR, 2011)

Seismic Source Quantitative Parameters Retrieval From InSAR Data and Neural Networks. - Salvatore Stramondo; Fabio Del Frate; Matteo Picchiani; Giovanni Schiavon (IEEE Trans. Geosci. Remote. Sens., 2011)

Fusion of Radarsat-2 and cosmo-skymed polarimetric images to improve land cover classification. - Giorgio Licciardi; Chiara Pratola; Fabio Del Frate; Giovanni Schiavon; Domenico Solimini (IGARSS, 2012)

Classification of PingPong COSMO-SkyMed imagery using supervised and unsupervised neural network algorithms. - Miguel Penalver; Chiara Pratola; Irene Fabrini; Fabio Del Frate; Giovanni Schiavon; Domenico Solimini (IGARSS, 2012)

Retrieval of fault parameters of October 23, 2011 Eastern Turkey eartquake obtained by Neural Network. - Matteo Picchiani; Marco Chini; Fabio Del Frate; Salvatore Stramondo; Giovanni Schiavon (IGARSS, 2012)

Fusion of VHR multispectral and X-band SAR data for the enhancement of vegetation maps. - Chiara Pratola; Giorgio Licciardi; Fabio Del Frate; Giovanni Schiavon; Domenico Solimini (IGARSS, 2012)

Polarimetric sar target decomposition based on nonlinear decorrelation. - Giorgio Licciardi; Ruggero Giuseppe Avezzano; Fabio Del Frate; Giovanni Schiavon; Jocelyn Chanussot (TyWRRS, 2012)

Features extraction from SAR interferograms for tectonic applications. - Matteo Picchiani; Fabio Del Frate; Giovanni Schiavon; Salvatore Stramondo (EURASIP J. Adv. Signal Process., 2012)

Nonlinear PCA based polarimetric decomposition. - Ruggero Giuseppe Avezzano; Giorgio Licciardi; Fabio Del Frate; Giovanni Schiavon; Jocelyn Chanussot (IGARSS, 2013)

An approach for improving building height estimation from interferometric SAR data. - Giosue Andrey Giardino; Giovanni Schiavon; Domenico Solimini (IGARSS, 2013)

Combining polarimetric and contextual information using autoassociative neural networks. - Ruggero Giuseppe Avezzano; Fabio Del Frate; Giovanni Schiavon (SAR, 2013)

Toward Fully Automatic Detection of Changes in Suburban Areas From VHR SAR Images by Combining Multiple Neural-Network Models. - Chiara Pratola; Fabio Del Frate; Giovanni Schiavon; Domenico Solimini (IEEE Trans. Geosci. Remote. Sens., 2013)

Transitioning From CRD to CDRD in Bayesian Retrieval of Rainfall From Satellite Passive Microwave Measurements: Part 1. Algorithm Description and Testing. - Paolo Sanò; Daniele Casella; Alberto Mugnai; Giovanni Schiavon; Eric A. Smith; Gregory J. Tripoli (IEEE Trans. Geosci. Remote. Sens., 2013)

Use of COSMO-SkyMed constellation for monitoring the post-fire vegetation regrowth: The Capo Figari case study. - Ruggero Giuseppe Avezzano; Gaia Vaglio Laurin; Valentina Bacciu; Fabio Covello; Maria Virelli; Fabio Del Frate; Giovanni Schiavon; Riccardo Valentini 001 (IGARSS, 2014)

A neural network architecture combining VHR SAR and multispectral data for precision farming in viticulture. - Fabio Del Frate; Daniele Latini; Matteo Picchiani; Giovanni Schiavon; Cristina Vittucci (IGARSS, 2014)

Multi-frequency, polarimetric SAR analysis for archaeological prospection. - Christopher Stewart; Rosa Lasaponara; Giovanni Schiavon (Int. J. Appl. Earth Obs. Geoinformation, 2014)

A novel approach to polarimetric SAR data processing based on Nonlinear PCA. - Giorgio Licciardi; Ruggero Giuseppe Avezzano; Fabio Del Frate; Giovanni Schiavon; Jocelyn Chanussot (Pattern Recognit., 2014)

Comparison of Column-Averaged Volume Mixing Ratios of Carbon Dioxide Retrieved From IASI/METOP-A Using KLIMA Algorithm and TANSO-FTS/GOSAT Level 2 Products. - Lucia Maria Laurenza; Samuele Del Bianco; Marco Gai; François Barbara; Giovanni Schiavon; Ugo Cortesi (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Water Vapor Probabilistic Retrieval Using GNSS Signals. - Andrea Antonini; Riccardo Benedetti; Alberto Ortolani; Luca Rovai; Giovanni Schiavon (IEEE Trans. Geosci. Remote. Sens., 2014)

Automatic generation of frequently updated land cover products at national level using COSMO-SkyMed SAR imagery. - Francesco Carbone; Alessandro Coletta; Giuseppe Francesco De Luca; Fabio Del Frate; Luca Fasano; Giovanni Schiavon (IGARSS, 2016)

Mapping the urban surface in a sub-pixel level with multispectral high resolution satellite imagery. - Zina Mitraka; Fabio Del Frate; Giovanni Schiavon (IGARSS, 2016)

Contextual descriptors and neural networks for scene analysis in VHR SAR images. - Fabio Del Frate; Matteo Picchiani; Alessia Falasco; Giovanni Schiavon (SAR, 2016)

COSMO-SkyMed for Unsupervised Urban Change Detection using Radar Backscattering and Interferometric Coherence. - Alessia Benedetti; Matteo Picchiani; Daniele Latini; Fabio Del Frate; Giovanni Schiavon (IGARSS, 2019)

Automated Burned Area Detection and Violation Monitoring Using Landsat-TM and VHR Data: An Engineering And Economic Study To Analyse Local Governance Performance In Sardinia (Italy). - Davide De Santis; Gabriele Beccari; Fabio Del Frate; Luisa Corrado; Germana Corrado; Giovanni Schiavon (IGARSS, 2019)

Capsule and convolutional neural network-based SAR ship classification in Sentinel-1 data. - Leonardo De Laurentiis; Andrea Pomente; Fabio Del Frate; Giovanni Schiavon (CoRR, 2019)

Multi-Pol Sar Data Fusion for Coastline Extraction by Neural Networks Chaining. - Leonardo De Laurentiis; Daniele Latini; Giovanni Schiavon; Fabio Del Frate (IGARSS, 2020)

SAR Data Fusion Using Nonlinear Principal Component Analysis. - Luca Fasano; Daniele Latini; Alina Machidon; Chiara Clementini; Giovanni Schiavon; Fabio Del Frate (IEEE Geosci. Remote. Sens. Lett., 2020)

Long-Term Grass Biomass Estimation of Pastures from Satellite Data. - Chiara Clementini; Andrea Pomente; Daniele Latini; Hideki Kanamaru; Maria Raffaella Vuolo; Ana Heureux; Mariko Fujisawa; Giovanni Schiavon; Fabio Del Frate (Remote. Sens., 2020)

Towards an Integrate Solution Fusing Satellite and In-Situ Measurements for a Full-Assessment of Transport Infrastructures. - Chiara Clementini; Fabio Del Frate; Daniele Latini; Giovanni Schiavon (IGARSS, 2021)

UAV-Based Observations for Surface BRDF Characterization. - Daniele Latini; Ilaria Petracca; Giovanni Schiavon; Fabrizio Niro; Stefano Casadio; Fabio Del Frate (IGARSS, 2021)

Integration of IEM_B, ISMN and Sar Sentinel-1 Data for Accurate Soil Moisture Estimation Using Neural Networks. - Leonardo De Laurentiis; Daniele Latini; Giovanni Schiavon; Fabio Del Frate (IGARSS, 2021)

A New User Oriented Platform to Develop AI for the Estimation of Bio-Geophysical Parameters from EO Data. - Leonardo De Laurentiis; Davide De Santis; Daniele Latini; Giovanni Schiavon; Alessandro Marin; Gaetano Pace; Kevin Rossini; Cesare Rossi; Stefano Marra; Sveinung Loekken; Fabio Del Frate (IGARSS, 2021)

The 2019 Raikoke Eruption: ASH Detection and Retrievals Using S3-SLSTR Data. - Ilaria Petracca; Davide De Santis; Stefano Corradini; Lorenzo Guerrieri; Matteo Picchiani; Luca Merucci; Dario Stelitano; Fabio Del Frate; Fred Prata; Giovanni Schiavon (IGARSS, 2021)

Volcanic SO2 Near-Real Time Retrieval Using Tropomi Data and Neural Networks: The December 2018 Etna Test Case. - Davide De Santis; Ilaria Petracca; Stefano Corradini; Lorenzo Guerrieri; Matteo Picchiani; Luca Merucci; Dario Stelitano; Fabio Del Frate; Fred Prata; Giovanni Schiavon (IGARSS, 2021)

Deep Learning for Mineral and Biogenic Oil Slick Classification With Airborne Synthetic Aperture Radar Data. - Leonardo De Laurentiis; Cathleen E. Jones; Benjamin Holt; Giovanni Schiavon; Fabio Del Frate (IEEE Trans. Geosci. Remote. Sens., 2021)

Convolutional Autoencoder Algorithm for On-Board Image Compression. - Giorgia Guerrisi; Fabio Del Frate; Giovanni Schiavon (IGARSS, 2022)

A Physics-Based ML Approach for Corn Plant Height Estimation with Simulated Sar Data. - Lorenzo Giuliano Papale; Fabio Del Frate; Leila Guerriero; Giovanni Schiavon (IGARSS, 2022)

A Neural Networks Approach for Volcanic Ash Detection in the 2019 Raikoke Eruption Using S3-SLSTR Data. - Ilaria Petracca; Davide De Santis; Stefano Corradini; Lorenzo Guerrieri; Matteo Picchiani; Luca Merucci; Dario Stelitano; Fabio Del Frate; Fred Prata; Giorgia Salvucci; Giovanni Schiavon (IGARSS, 2022)

Satellite On-Board Change Detection via Auto-Associative Neural Networks. - Giorgia Guerrisi; Fabio Del Frate; Giovanni Schiavon (Remote. Sens., 2022)

Analysis of Climate Change Effects on Surface Temperature in Central-Italy Lakes Using Satellite Data Time-Series. - Davide De Santis; Fabio Del Frate; Giovanni Schiavon (Remote. Sens., 2022)

On-Board Image Compression using Convolutional Autoencoder: Performance Analysis and Application Scenarios. - Giorgia Guerrisi; Giovanni Schiavon; Fabio Del Frate (IGARSS, 2023)

Education and Research Projects for Preparing Young Researchers for Future Career in Earth Observation. - Josiane Mothe; Valentina Ciaccio; Fabio Del Frate; Davide De Santis; Mihai Ivanovici; Johan Leduc; Daniela Necsoi; Aude Nzeh Ndong; Nathalie Neptune; Marco Recchioni; Zia Ullah; Giovanni Schiavon; et al. (IGARSS, 2023)

Physics-Based ML and Polarimetric SAR for Soil Moisture Retrieval. - Lorenzo Giuliano Papale; Fabio Del Frate; Leila Guerriero; Giovanni Schiavon; Jean Bouchat (IGARSS, 2023)

Use of Unmanned Aerial System for the Characterization of the Surface Reflectance Distribution Function. - Ilaria Petracca; Daniele Latini; Stefania Bonafoni; Fabio Del Frate; Marco Di Giacomo; Fabrizio Niro; Stefano Casadio; Giovanni Schiavon (IGARSS, 2023)

Satellite Data Potentialities in Solid Waste Landfill Monitoring: Review and Case Studies. - Lorenzo Giuliano Papale; Giorgia Guerrisi; Davide De Santis; Giovanni Schiavon; Fabio Del Frate (Sensors, 2023)

Artificial Intelligence Based On-Board Image Compression for the Φ-Sat-2 Mission. - Giorgia Guerrisi; Fabio Del Frate; Giovanni Schiavon (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Daily Land Surface Temperature from Multiple Earth Observation Data Fusion. - Martina Frezza; Davide De Santis; Ilaria Petracca; Mario Papa; Giovanni Schiavon; Fabio Del Frate (IGARSS, 2024)

On-Board Multispectral Image Compression with an Artificial Intelligence Based Algorithm. - Giorgia Guerrisi; Gianmarco Bencivenni; Giovanni Schiavon; Fabio Del Frate (IGARSS, 2024)

Soil Moisture Estimation from Polarimetric SAR Using a Physics Aware AI Model. - Lorenzo Giuliano Papale; Fabio Del Frate; Leila Guerriero; Giovanni Schiavon; Mario A. Acuña (IGARSS, 2024)

BRDF Computation and Modeling Through the Use of UAS. - Ilaria Petracca; Daniele Latini; Marco Di Giacomo; Fabrizio Niro; Stefania Bonafoni; Fabio Del Frate; Giovanni Schiavon (IGARSS, 2024)

Daily Aerosol Optical Depth from Multiple Earth Observation Data Fusion. - Giorgia Salvucci; Davide De Santis; Ilaria Petracca; Mario Papa; Giovanni Schiavon; Fabio Del Frate (IGARSS, 2024)

Methane Column Estimation Using PRISMA Hyperspectral Data and Comparison With Other Earth Observation Products. - Daniele Settembre; Davide De Santis; Giovanni Schiavon; Fabio Del Frate (IEEE Geosci. Remote. Sens. Lett., 2025)