Soil moisture mapping using Sentinel-1 images: Algorithm and preliminary validation

S. Paloscia, S. Pettinato, E. Santi, +3

Remote Sensing of Environment

Precision AgricultureEngineeringSoil ModelingLand UseSynthetic Aperture Radar +8

Gaussian Process Regression for Estimating Chlorophyll Concentration in Subsurface Waters From Remote Sensing Data

Luca Pasolli, Farid Melgani, Enrico Blanzieri

IEEE Geoscience and Remote Sensing Letters

Environmental MonitoringMachine LearningEngineeringNovel Regression MethodBayesian Framework +16

Estimating Soil Moisture With the Support Vector Regression Technique

Luca Pasolli, Claudia Notarnicola, Lorenzo Bruzzone

IEEE Geoscience and Remote Sensing Letters

Precision AgricultureEnvironmental MonitoringEngineeringEarth ScienceCalibration +14

Estimation of soil moisture patterns in mountain grasslands by means of SAR RADARSAT2 images andhydrological modeling

Giacomo Bertoldi, Stefano Della Chiesa, Claudia Notarnicola, +3

Journal of Hydrology

RadarPrecision AgricultureEngineeringSynthetic Aperture RadarSoil Modeling +10

Estimation of Soil Moisture in Mountain Areas Using SVR Technique Applied to Multiscale Active Radar Images at C-Band

Luca Pasolli, Claudia Notarnicola, Giacomo Bertoldi, +7

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Precision AgricultureEnvironmental MonitoringEngineeringGeomorphologyLand Use +22

Retrieval of Leaf Area Index in mountain grasslands in the Alps from MODIS satellite imagery

Luca Pasolli, Sarah Asam, Mariapina Castelli, +4

Remote Sensing of Environment

Leaf Area IndexPrecision AgricultureEngineeringBiogeographyLand Use +12

Comparison between SAR Soil Moisture Estimates and Hydrological Model Simulations over the Scrivia Test Site

E. Santi, S. Paloscia, S. Pettinato, +3

Remote Sensing

Precision AgricultureEnvironmental MonitoringEngineeringSmc EstimatesEarth Science +16

Polarimetric RADARSAT-2 imagery for soil moisture retrieval in alpine areas

Luca Pasolli, Claudia Notarnicola, Lorenzo Bruzzone, +5

Canadian Journal of Remote Sensing

Earth ObservationEnvironmental MonitoringEngineeringLand UseTerrestrial Sensing +19

Seasonal River Discharge Forecasting Using Support Vector Regression: A Case Study in the Italian Alps

Mattia Callegari, Paolo Mazzoli, Ludovica De Gregorio, +4

Water

Forecasting MethodologyEngineeringWeather ForecastingEarth ScienceWater Quality Forecasting +16

Estimation of Soil Moisture in an Alpine Catchment with RADARSAT2 Images

Luca Pasolli, Claudia Notarnicola, Lorenzo Bruzzone, +8

Applied and Environmental Soil Science

Precision AgricultureEnvironmental MonitoringEngineeringTerrestrial SensingEarth Science +19