Emanuele Santi

Orcid: 0000-0003-1882-6321

According to our database1, Emanuele Santi authored at least 125 papers between 2001 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

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


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

Exploiting the ANN Potential in Estimating Snow Depth and Snow Water Equivalent From the Airborne SnowSAR Data at X- and Ku-Bands.
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

Combining Cygnss and Machine Learning for Soil Moisture and Forest Biomass Retrieval in View of the ESA Scout Hydrognss Mission.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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

Multifrequency SAR Data for Estimating Snow, Soil and Vegetation Parameters.
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

GNSS-R for Sustainable Development: A Review of the Geophysical Variables Addressed by the Hydrognss Mission.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
An Introduction to the HydroGNSS GNSS Reflectometry Remote Sensing Mission.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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

On the Use of GNSS Reflectometry for Detecting Fire Disturbances in Forests: A Case Study in Angola.
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
Ground-Based Remote Sensing of Forests Exploiting GNSS Signals.
IEEE Trans. Geosci. Remote. Sens., 2020

Remote Sensing of Forest Biomass Using GNSS Reflectometry.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Wind Speed Estimation From CYGNSS Using Artificial Neural Networks.
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

Evaluation of Soil Moisture Retrievals from ALOS-2, Sentinel-1 Data in Genhe, China.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Daily River Discharge Estimates by Merging Satellite Optical Sensors and Radar Altimetry Through Artificial Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2019

Combining Machine Learning and Compact Polarimetry for Estimating Soil Moisture from C-Band SAR Data.
Remote. Sens., 2019

Editorial for the Special Issue "Microwave Indices from Active and Passive Sensors for Remote Sensing Applications".
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
The Added Value of the VH/VV Polarization-Ratio for Global Soil Moisture Estimations From Scatterometer Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Radiometric Microwave Indices for Remote Sensing of Land Surfaces.
Remote. Sens., 2018

On the synergy of SMAP, AMSR2 AND SENTINEL-1 for retrieving soil moisture.
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

Spaceborne GNSS Reflectometry Data for Land Applications: An Analysis of Techdemosat Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

COSMO Skymed Images for the Monitoring of Cryosphere in Alpine Areas.
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

COSMO-SkyMed Image Investigation of Snow Features in Alpine Environment.
Sensors, 2017

Microwave emission from alpine snow: Experimental data and electromagnetic models.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Investigation of alpine snow features using COSMO-SkyMed images.
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

GNSSBio: Forest biomass retrieval based on GNSS ground receiver.
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

Soil moisture retrieval at regional scale from AMSR2 data (Conference Presentation).
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

Soil moisture and rainfall retrieval from AMSR2 data in Italy.
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

Multifrequency microwave vegetation indexes for estimating vegetation biomass.
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

Airborne GNSS-R Polarimetric Measurements for Soil Moisture and Above-Ground Biomass Estimation.
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

Performance inter-comparison of soil moisture retrieval models for the MetOp-A ASCAT instrument.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Model investigations of backscatter for snow profiles related to avalanche risk.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

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

The Potential of COSMO-SkyMed SAR Images in Monitoring Snow Cover Characteristics.
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

Modeling of the GNSS-R signal as a function of soil moisture and vegetation biomass.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

The effects of multilayering structure of snow on backscattering from snow covered soils.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

GNSS Reflectometry as a tool to retrieve soil moisture and vegetation biomass: Experimental and theoretical activities.
Proceedings of the International Conference on Localization and GNSS, 2013

2012
Global Navigation Satellite Systems Reflectometry as a Remote Sensing Tool for Agriculture.
Remote. Sens., 2012

COSMO SkyMed X-band SAR imagery for snowpack characterization in mountain areas.
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

The retrieval and monitoring of vegetation parameters from COSMO-SkyMed images.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

An algorithm for soil moisture mapping in view of coming Sentinel-1 satellite.
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

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

Temporal trends of microwave emission from forest areas observed from satellite.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
Modeling the Multifrequency Emission of Broadleaf Forests and Their Components.
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

2009
Ground-Based Microwave Investigations of Forest Plots in Italy.
IEEE Trans. Geosci. Remote. Sens., 2009

Monitoring Snow Characteristics With Ground-Based Multifrequency Microwave Radiometry.
IEEE Trans. Geosci. Remote. Sens., 2009

Retrieval of Soil Moisture with Airborne and Satellite Microwave Sensors.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

An Operational Algorithm for Snow Cover Mapping in Hydrological Applications.
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
A Comparison of Algorithms for Retrieving Soil Moisture from ENVISAT/ASAR Images.
IEEE Trans. Geosci. Remote. Sens., 2008

Modeling the Multifrequency Emission of Forests and Their Components.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Microwave Emission from Forested Areas by Using Microwave AMSR-E Data.
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

Estimating Snow Characteristics with Multifrequency Microwave Radiometry.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
Remote sensing of waved sea surface: combined passive and active microwave measurements during the CAPMOS'05 experiment.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Retrieval from AMSR-E data of the snow temperature profile at Dome-C Antarctica Giovanni Macelloni.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006
Soil Moisture Estimates From AMSR-E Brightness Temperatures by Using a Dual-Frequency Algorithm.
IEEE Trans. Geosci. Remote. Sens., 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

Global Scale Monitoring of Soil and Vegetation by using AMSR-E Multi-temporal Data.
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
Soil moisture maps from ENVISAT ASAR images in both flat and mountainous areas.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Multitemporal analysis of AMSR-E data: a large scale monitoring of Earth's surface parameters.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

DOMEX 2004: an experimental campaign at dome-C Antarctica for the calibration of space-borne low-frequency microwave radiometers.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

2004
The contribution of multitemporal SAR data in assessing hydrological parameters.
IEEE Geosci. Remote. Sens. Lett., 2004

Mapping of flooding in the Alessandria area with ERS.
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

Soil moisture estimates on global scale from AMS-RE brightness temperatures.
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

2003
A semi-empirical algorithm for estimating soil moisture from dual-frequency microwave AMSR data.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Microwave radiometric measurements of hydrological parameters in mountain areas.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Microwave radiometric features of mediterranean forests: seasonal variations.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

2002
The capability of microwave radiometers in retrieving soil moisture profiles: an application of artificial neural networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

2001
A multifrequency algorithm for the retrieval of soil moisture on a large scale using microwave data from SMMR and SSM/I satellites.
IEEE Trans. Geosci. Remote. Sens., 2001


  Loading...