E. Santi

Most-cited papers

An Introduction to the HydroGNSS GNSS Reflectometry Remote Sensing Mission
M. Unwin, N. Pierdicca, E. Cardellach, K. Rautiainen +5 more
2021IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing130 citations Open access
Semantic Scholar
The potential of multifrequency SAR images for estimating forest biomass in Mediterranean areas
E. Santi, S. Paloscia, S. Pettinato, G. Fontanelli +6 more
2017115 citations
Semantic Scholar
Wind Speed Estimation From CYGNSS Using Artificial Neural Networks
Jennifer Reynolds, M. Clarizia, E. Santi
2020IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing72 citations Open access
Semantic Scholar
Daily River Discharge Estimates by Merging Satellite Optical Sensors and Radar Altimetry Through Artificial Neural Network
A. Tarpanelli, E. Santi, M. Tourian, Paolo Filippucci +2 more
2019IEEE Transactions on Geoscience and Remote Sensing69 citations
Semantic Scholar
Remote Sensing of Forest Biomass Using GNSS Reflectometry
E. Santi, S. Paloscia, S. Pettinato, G. Fontanelli +6 more
2020IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing68 citations Open access
Semantic Scholar
Soil moisture retrieval from Sentinel-1 acquisitions in an arid environment in Tunisia: application of Artificial Neural Networks techniques
A. Hachani, M. Ouessar, S. Paloscia, E. Santi +1 more
2019International Journal of Remote Sensing55 citations
Semantic Scholar
Comparison of Machine Learning Methods Applied to SAR Images for Forest Classification in Mediterranean Areas
A. Lapini, S. Pettinato, E. Santi, S. Paloscia +2 more
2020Remote Sensing50 citations Open access
Semantic Scholar
Investigating spatiotemporal snow cover variability via cloud-free MODIS snow cover product in Central Alborz Region
A. B. Dariane, A. Khoramian, E. Santi
201746 citations
Semantic Scholar
Combining Machine Learning and Compact Polarimetry for Estimating Soil Moisture from C-Band SAR Data
E. Santi, M. Dabboor, S. Pettinato, S. Paloscia
2019Remote Sensing44 citations Open access
Semantic Scholar
The Potential of Spaceborne GNSS Reflectometry for Soil Moisture, Biomass, and Freeze–Thaw Monitoring: Summary of a European Space Agency-funded study
N. Pierdicca, D. Comite, Adriano Camps, H. Carreno-Luengo +11 more
2022IEEE Geoscience and Remote Sensing Magazine41 citations Open access
Semantic Scholar
On the synergy of SMAP, AMSR2 AND SENTINEL-1 for retrieving soil moisture
E. Santi, S. Paloscia, S. Pettinato, L. Brocca +2 more
2018International Journal of Applied Earth Observation and Geoinformation37 citations
Semantic Scholar
Early-Season Crop Mapping on an Agricultural Area in Italy Using X-Band Dual-Polarization SAR Satellite Data and Convolutional Neural Networks
G. Fontanelli, A. Lapini, L. Santurri, S. Pettinato +7 more
2022IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing31 citations Open access
Semantic Scholar
Biomass retrieval based on genetic algorithm feature selection and support vector regression in Alpine grassland using ground-based hyperspectral and Sentinel-1 SAR data
Eugenia Chiarito, F. Cigna, G. Cuozzo, G. Fontanelli +6 more
2021European Journal of Remote Sensing29 citations Open access
Semantic Scholar
Ground-Based Remote Sensing of Forests Exploiting GNSS Signals
L. Guerriero, F. Martín, A. Mollfulleda, S. Paloscia +3 more
2020IEEE Transactions on Geoscience and Remote Sensing26 citations
Semantic Scholar
Vegetation Water Content Retrieval by Means of Multifrequency Microwave Acquisitions From AMSR2
E. Santi, S. Paloscia, P. Pampaloni, S. Pettinato +4 more
2017IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing25 citations
Semantic Scholar
The Potential of ALOS-2 and Sentinel-1 Radar Data for Soil Moisture Retrieval With High Spatial Resolution Over Agroforestry Areas, China
Huizhen Cui, Ling-Mei Jiang, S. Paloscia, E. Santi +4 more
2022IEEE Transactions on Geoscience and Remote Sensing24 citations
Semantic Scholar
Exploiting the ANN Potential in Estimating Snow Depth and Snow Water Equivalent From the Airborne SnowSAR Data at X- and Ku-Bands
E. Santi, M. Brogioni, M. Leduc-Leballeur, G. Macelloni +13 more
2021IEEE Transactions on Geoscience and Remote Sensing24 citations Open access
Semantic Scholar
Google Earth Engine: Application Of Algorithms For Remote Sensing Of Crops In Tuscany (Italy)
J. Clemente, G. Fontanelli, G. Ovando, Y. Roa +2 more
20202020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS)22 citations Open access
Semantic Scholar
The Added Value of the VH/VV Polarization-Ratio for Global Soil Moisture Estimations From Scatterometer Data
F. Greifeneder, C. Notarnicola, S. Hahn, M. Vreugdenhil +4 more
2018IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing22 citations
Semantic Scholar
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
E. Santi, L. de Gregorio, S. Pettinato, G. Cuozzo +7 more
2022IEEE Transactions on Geoscience and Remote Sensing21 citations Open access
Semantic Scholar
Detecting fire disturbances in forests by using GNSS reflectometry and machine learning: A case study in Angola
E. Santi, M. Clarizia, D. Comite, L. Dente +2 more
2022Remote Sensing of Environment21 citations
Semantic Scholar
Machine-Learning Applications for the Retrieval of Forest Biomass from Airborne P-Band SAR Data
E. Santi, S. Paloscia, S. Pettinato, G. Cuozzo +3 more
2020Remote Sensing19 citations Open access
Semantic Scholar
Integration of microwave data from SMAP and AMSR2 for soil moisture monitoring in Italy
E. Santi, S. Paloscia, S. Pettinato, L. Brocca +2 more
2018Remote Sensing of Environment18 citations
Semantic Scholar
Airborne SnowSAR data at X- and Ku- bands over boreal forest, alpine and tundra snow cover
J. Lemmetyinen, Juval Cohen, A. Kontu, Juho Vehviläinen +22 more
2021Earth System Science Data17 citations Open access
Semantic Scholar
Radiometric Microwave Indices for Remote Sensing of Land Surfaces
S. Paloscia, P. Pampaloni, E. Santi
2018Remote Sensing17 citations Open access
Semantic Scholar
Remote sensing techniques for water management and climate change monitoring in drought areas: case studies in Egypt and Tunisia
G. Ramat, E. Santi, S. Paloscia, G. Fontanelli +13 more
2023European Journal of Remote Sensing16 citations Open access
Semantic Scholar
Soil Moisture and Forest Biomass retrieval on a global scale by using CyGNSS data and Artificial Neural Networks
E. Santi, S. Pettinato, S. Paloscia, M. Clarizia +4 more
2020IEEE International Geoscience and Remote Sensing Symposium14 citations
Semantic Scholar
COSMO-SkyMed Image Investigation of Snow Features in Alpine Environment
S. Paloscia, S. Pettinato, E. Santi, M. Valt
2017Italian National Conference on Sensors14 citations Open access
Semantic Scholar
Robust Assessment of an Operational Algorithm for the Retrieval of Soil Moisture From AMSR-E Data in Central Italy
E. Santi, S. Paloscia, S. Pettinato, L. Brocca +1 more
2016IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing13 citations
Semantic Scholar
Development Of Algorithms For The Estimation Of Hydrological Parameters Combining Cosmo-Skymed And Sentinel Time Series With In Situ Measurements
D. Tapete, F. Cigna, S. Paloscia, E. Santi +8 more
20202020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS)12 citations Open access
Semantic Scholar
Spaceborne GNSS Reflectometry Data for Land Applications: An Analysis of Techdemosat Data
N. Pierdicca, A. Mollfulleda, Fabiano Costantini, L. Guerriero +4 more
2018IEEE International Geoscience and Remote Sensing Symposium11 citations
Semantic Scholar
Forest Biomass Estimate on Local and Global Scales Through GNSS Reflectometry Techniques
E. Santi, S. Paloscia, S. Pettinato, G. Fontanelli +3 more
2019IEEE International Geoscience and Remote Sensing Symposium9 citations
Semantic Scholar
Estimating Soil Moisture from C and X Band Sar Using Machine Learning Algorithms and Compact Polarimetry
E. Santi, S. Pettinato, S. Paloscia, M. Dabboor +4 more
2018IEEE International Geoscience and Remote Sensing Symposium9 citations
Semantic Scholar
Analysis of Microwave Emission and Related Indices Over Snow using Experimental Data and a Multilayer Electromagnetic Model
E. Santi, S. Paloscia, P. Pampaloni, S. Pettinato +3 more
2017IEEE Transactions on Geoscience and Remote Sensing9 citations
Semantic Scholar
Integration of passive and active microwave data from SMAP, AMSR2 and Sentinel-1 for Soil Moisture monitoring
E. Santi, S. Paloscia, S. Pettinato, D. Entekhabi +2 more
2016IEEE International Geoscience and Remote Sensing Symposium9 citations
Semantic Scholar
Neural Networks Applications for the Remote Sensing of Hydrological Parameters
E. Santi
20169 citations Open access
Semantic Scholar
Combining Cygnss and Machine Learning for Soil Moisture and Forest Biomass Retrieval in View of the ESA Scout Hydrognss Mission
E. Santi, M. Clarizia, D. Comite, L. Dente +3 more
2022IEEE International Geoscience and Remote Sensing Symposium8 citations
Semantic Scholar
Combining COSMO-SkyMed satellites data and numerical modeling for the dynamic management of artificial recharge basins
M. Masetti, S. Pettinato, S. Nghiem, S. Paloscia +2 more
2018Journal of Hydrology7 citations Open access
Semantic Scholar
Mapping Woody Volume of Mediterranean Forests by Using SAR and Machine Learning: A Case Study in Central Italy
E. Santi, M. Chiesi, G. Fontanelli, A. Lapini +4 more
2021Remote Sensing5 citations Open access
Semantic Scholar
Application of Deep Learning to Optical and SAR Images for the Classification of Agricultural Areas in Italy
A. Lapini, G. Fontanelli, S. Pettinato, E. Santi +3 more
2020IEEE International Geoscience and Remote Sensing Symposium5 citations
Semantic Scholar
A Blended CYGNSS Soil Moisture Product Partitioned with Ancillary Data
E. Hodges, Clara Chew, Eric E. Small, Mohammad M. Al-Khaldi +19 more
2024United States National Committee of URSI National Radio Science Meeting4 citations
Semantic Scholar
Multi-Frequency SAR Images for SWE Retrieval in Alpine Areas Through Machine Learning APPROACHES
S. Pettinato, S. Paloscia, E. Santi, E. Palchetti +6 more
2020IEEE International Geoscience and Remote Sensing Symposium4 citations Open access
Semantic Scholar
A merged SMAP – Sentinel-1 soil moisture product using Artificial Neural Networks: a case study in Central Italy
E. Santi, S. Paloscia, S. Pettinato, G. Fontanelli +4 more
2019IEEE International Geoscience and Remote Sensing Symposium4 citations
Semantic Scholar
Monitoring of snow water equivalent and snowmelt through space-borne synthetic aperture radar techniques
S. Pettinato, F. Bovenga, E. Santi, S. Paloscia +16 more
2022European Microwave Conference3 citations Open access
Semantic Scholar
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
S. Pilia, F. Baroni, A. Lapini, S. Paloscia +5 more
2022IEEE Transactions on Geoscience and Remote Sensing3 citations Open access
Semantic Scholar
On The Use of Machine Learning and Polarimetry For Estimating Soil Moisture From Radarsat Imagery Over Italian And Canadian Test Sites
E. Santi, M. Dabboor, S. Pettinato, S. Paloscia +3 more
2019IEEE International Geoscience and Remote Sensing Symposium3 citations
Semantic Scholar
SWE retrieval by exploiting COSMO-SkyMed X-band SAR imagery and ground data through a machine learning approach
L. de Gregorio, F. Cigna, G. Cuozzo, Alexander W. Jacob +6 more
2019Remote Sensing3 citations
Semantic Scholar
Sentinel-1 and COSMO-SkyMed image comparison on alpine environment for snow feature investigation
S. Paloscia, S. Pettinato, E. Santi, E. Palchetti
2016IEEE International Geoscience and Remote Sensing Symposium3 citations
Semantic Scholar
GNSS-R for Sustainable Development: A Review of the Geophysical Variables Addressed by the Hydrognss Mission
D. Comite, E. Cardellach, L. Dente, L. Guerriero +8 more
2022IEEE International Geoscience and Remote Sensing Symposium2 citations
Semantic Scholar
High Resolution Mapping of Vegetation Biomass and Soil Moisture by Using AMSR2, Sentinel-1 and Machine Learning
E. Santi, F. Baroni, G. Fontanelli, A. Lapini +7 more
2022IEEE International Geoscience and Remote Sensing Symposium2 citations
Semantic Scholar