Simone Pettinato
Orcid: 0000-0002-3155-8918
According to our database1,
Simone Pettinato
authored at least 101 papers
between 2004 and 2023.
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Bibliography
2023
High Resolution Mapping of Crop Biomass by Combining Sentinel-1 and Cosmo Skymed Through Machine Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Machine Learning Applications for Classification and Retrieval of Surface Parameters from GNSS-R.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Multi-Frequency SAR Images for Investigations of the Cryosphere: Preliminary Results of Criosar Project.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Combining the Strong Fluctuation Theory with Rough Soil Models for Improving the Simulation Accuracy of Alpine Snowpacks at C- and X-Bands.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
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.
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.
IEEE Trans. Geosci. 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.
IEEE Trans. Geosci. Remote. Sens., 2022
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., 2022
High Resolution Mapping of Vegetation Biomass and Soil Moisture by Using AMSR2, Sentinel-1 and Machine Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
The Application of COSMO-Skymed Images to Agricultural Management in Central Tunisia.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
A Method for Estimating Agricultural Crop Biomass by Using Sar Images at X and C Bands.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
Mapping Woody Volume of Mediterranean Forests by Using SAR and Machine Learning: A Case Study in Central Italy.
Remote. Sens., 2021
Snow Water Equivalent Retrieval from COSMO-SkyMed Observations Through Machine Learning Algorithms and Model Simulations.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Neural Network Integration of SMAP and Sentinel-1 for Estimating Soil Moisture at High Spatial Resolution.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Crop Classification and Biomass Estimate Using Cosmo-Skymed and Sentinel-1 Data in an Agricultural Test Area in Central Italy.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Integration of DMRT and SNOWPACK Models for Simulating Backscattering and Comparison with COSMO-SkyMed Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Machine-Learning Applications for the Retrieval of Forest Biomass from Airborne P-Band SAR Data.
Remote. Sens., 2020
Comparison of Machine Learning Methods Applied to SAR Images for Forest Classification in Mediterranean Areas.
Remote. Sens., 2020
Soil Moisture and Forest Biomass retrieval on a global scale by using CyGNSS data and Artificial Neural Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Multi-Frequency SAR Images for SWE Retrieval in Alpine Areas Through Machine Learning APPROACHES.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Application of Deep Learning to Optical and SAR Images for the Classification of Agricultural Areas in Italy.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
Combining Machine Learning and Compact Polarimetry for Estimating Soil Moisture from C-Band SAR Data.
Remote. Sens., 2019
A merged SMAP - Sentinel-1 soil moisture product using Artificial Neural Networks: a case study in Central Italy.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Forest Biomass Estimate on Local and Global Scales Through GNSS Reflectometry Techniques.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
On The Use of Machine Learning and Polarimetry For Estimating Soil Moisture From Radarsat Imagery Over Italian And Canadian Test Sites.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Exploiting the Synergy Between Sentinel-1 and Cosmo Sky-Med Data for Snow Monitoring in Alpine Areas.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
Int. J. Appl. Earth Obs. Geoinformation, 2018
Estimating Soil Moisture from C and X Band Sar Using Machine Learning Algorithms and Compact Polarimetry.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
The Detection of Melting Snow and Analysis of Melting-Refreezing Cycles using Microwave Radiometry.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
Analysis of Microwave Emission and Related Indices Over Snow using Experimental Data and a Multilayer Electromagnetic Model.
IEEE Trans. Geosci. Remote. Sens., 2017
Vegetation Water Content Retrieval by Means of Multifrequency Microwave Acquisitions From AMSR2.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Sensors, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
COSMO-SkyMed and radarsat image integration for soil moisture and vegetation biomass monitoring.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
Robust Assessment of an Operational Algorithm for the Retrieval of Soil Moisture From AMSR-E Data in Central Italy.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Application of artificial neural networks for the soil moisture retrieval from active and passive microwave spaceborne sensors.
Int. J. Appl. Earth Obs. Geoinformation, 2016
Integration of radar and radiometric data from SMAP and Sentinel-1 sensors for soil moisture and vegetation monitoring (Conference Presentation).
Proceedings of the SAR Image Analysis, 2016
Proceedings of the SAR Image Analysis, 2016
Integration of passive and active microwave data from SMAP, AMSR2 and Sentinel-1 for Soil Moisture monitoring.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Multifrequency microwave emission for estimating optical depth and vegetation biomass.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Sentinel-1 and COSMO-SkyMed image comparison on alpine environment for snow feature investigation.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
Large area robust identification of snow cover from multitemporal COSMO-SkyMed images.
Proceedings of the SAR Image Analysis, 2015
Cosmo-SkyMed and RADARSAT2 image investigation for the monitoring of agricultural areas.
Proceedings of the SAR Image Analysis, 2015
Developing an operational algorithm based on ANN for the retrieval of SMC from the incoming metop SCA mission.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
An analysis of the capabilities of COSMO-SKYMED and RADARSAT systems for agricultural area monitoring.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
The Sensitivity of Cosmo-SkyMed Backscatter to Agricultural Crop Type and Vegetation Parameters.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
An overview of neural network applications for soil moisture retrieval from radar satellite sensors.
Proceedings of the SAR Image Analysis, 2014
CATARSI - Cap and trade assessment by remote sensing investigation: An algorithm for crop and forest biomass estimate.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
The use of COSMO-SkyMed images for retrieving snow depth and soil moisture in mountainous areas.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
Ground-Based L-Band Emission Measurements at Dome-C Antarctica: The DOMEX-2 Experiment.
IEEE Trans. Geosci. Remote. Sens., 2013
Comparison between SAR Soil Moisture Estimates and Hydrological Model Simulations over the Scrivia Test Site.
Remote. Sens., 2013
The Intercomparison of X-Band SAR Images from COSMO-SkyMed and TerraSAR-X Satellites: Case Studies.
Remote. Sens., 2013
IEEE Geosci. Remote. Sens. Lett., 2013
Comparison of three algorithms for the retrieval of soil moisture from ASCAT data in the framework of the round robin exercise.
Proceedings of the SAR Image Analysis, 2013
GNSS-R sensor sensitivity to soil moisture and vegetation biomass and comparison with SAR data performance.
Proceedings of the SAR Image Analysis, 2013
Combined use of experimental data and a multi-layer model for investigating the sensitivity of microwave indexes to snow parameters.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Grass: AN experiment on the capability of airborne GNSS-R sensors in sensing soil moisture and vegetation biomass.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
Proceedings of the SAR Image Analysis, 2012
Monitoring of snow cover on Italian Alps using AMSR-E and Artificial Neural Networks.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Comparison of Cosmo-SkyMed and TerraSAR-X data for the retrieval of land hydrological parameters.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Model analysis and experimental investigations of X-band backscattering sensitivity to snowpack characteristics.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
Soil moisture mapping using Sentinel 1 images: the proposed approach and its preliminary validation carried out in view of an operational product.
Proceedings of the SAR Image Analysis, 2011
The potential of multi-temporal Cosmo-Skymed SAR images in monitoring soil and vegetation.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
The potential of Cosmo-Skymed SAR images in mapping snow cover and snow water equivalent.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Estimation of air and surface temperature evolution of the East Antarctic Sheet by means of passive microwave remote sensing.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
2010
IEEE Trans. Geosci. Remote. Sens., 2010
Neural network adaptive algorithm applied to high resolution C-band SAR images for soil moisture retrieval in bare and vegetated areas.
Proceedings of the SAR Image Analysis, 2010
A pre-operational algorithm fro the retrieval of snow depth and soil moisture from AMSR-E data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
2009
IEEE Trans. Geosci. Remote. Sens., 2009
Monitoring Snow Characteristics With Ground-Based Multifrequency Microwave Radiometry.
IEEE Trans. Geosci. Remote. Sens., 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Global Monitoring of Hydrological Parameters in Africa by using Both Active and Passive Microwave Sensors.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
2008
IEEE Trans. Geosci. Remote. Sens., 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Impact of Vegetation in the Retrieval of Snow Parameters from Backscattering Measurements at the X- and Ku-bands.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Spatial and Temporal Monitoring of the East-Antarctic Plateau using Passive Microwave Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
2007
Bistatic scattering from bare soils: Sensitivity to soil moisture and surface roughness.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
2006
Snow Cover Maps with Satellite Borne SAR: A New Approach in Harmony with Fractional Optical SCA Retrieval Algorithms.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Generation of Soil Moisture Maps from ENVISAT/ASAR images in a Finland area by using a Neural Network Algorithm.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Monitoring Snow Cover Characteristics with Multifrequency Active and Passive Microwave Sensors.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
2005
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
2004
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
Soil properties estimates from SAR data by using a bayesian approach combined with IEM.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
Preliminary results on soil moisture mapping in Alessandria area (Northern Italy) using Envisat A-SAR.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004