Estimation of Soil Moisture in Vegetation-Covered Floodplains with Sentinel-1 SAR Data Using Support Vector Regression

Assessment of Carbon Flux and Soil Moisture in Wetlands Applying Sentinel-1 Data

(2016) Katarzyna Dabrowska-Zielinska et al.   Remote Sensing

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

(2015) Luca Pasolli et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Soil moisture monitoring in mountain areas by using high-resolution SAR images: results from a feasibility study

(2014) L. Pasolli et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Landsat-8: Science and product vision for terrestrial global change research

(2014) D.P. Roy et al.   REMOTE SENSING OF ENVIRONMENT

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

(2013) S. Paloscia et al.   REMOTE SENSING OF ENVIRONMENT

Using satellite based soil moisture to quantify the water driven variability in NDVI: A case study over mainland Australia

(2013) T. Chen et al.   REMOTE SENSING OF ENVIRONMENT

A tutorial on synthetic aperture radar

(2013) Alberto Moreira et al.   IEEE Geoscience and Remote Sensing Magazine

Multi-Objective Parameter Optimization in Support Vector Regression: General Formulation and Application to the Retrieval of Soil Moisture From Remote Sensing Data

(2012) L. Pasolli et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Soil Moisture Estimation Under Low Vegetation Cover Using a Multi-Angular Polarimetric Decomposition

(2012) Thomas Jagdhuber et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A review of the methods available for estimating soil moisture and its implications for water resource management

(2012) Pariva Dobriyal et al.   JOURNAL OF HYDROLOGY

Advances in soil moisture retrieval from synthetic aperture radar and hydrological applications

(2012) Kurt C. Kornelsen et al.   JOURNAL OF HYDROLOGY

GMES Sentinel-1 mission

(2012) Ramon Torres et al.   REMOTE SENSING OF ENVIRONMENT

Sentinel-2: ESA's Optical High-Resolution Mission for GMES Operational Services

(2012) M. Drusch et al.   REMOTE SENSING OF ENVIRONMENT

Estimating Soil Moisture With the Support Vector Regression Technique

(2011) Luca Pasolli et al.   IEEE Geoscience and Remote Sensing Letters

Soil moisture estimation through ASCAT and AMSR-E sensors: An intercomparison and validation study across Europe

(2011) L. Brocca et al.   REMOTE SENSING OF ENVIRONMENT

WindSat Global Soil Moisture Retrieval and Validation

(2010) Li Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

An assessment of digital elevation models and their ability to capture geomorphic and hydrologic properties at the catchment scale*

(2010) C. Martinez et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

The Soil Moisture Active Passive (SMAP) Mission

(2010) Dara Entekhabi et al.   PROCEEDINGS OF THE IEEE

Estimating soil moisture using remote sensing data: A machine learning approach

(2009) Sajjad Ahmad et al.   ADVANCES IN WATER RESOURCES

Effective forecasting of hourly typhoon rainfall using support vector machines

(2009) Gwo-Fong Lin et al.   WATER RESOURCES RESEARCH

Using oceanic-atmospheric oscillations for long lead time streamflow forecasting

(2009) Ajay Kalra et al.   WATER RESOURCES RESEARCH

Soil Moisture Retrieval from Active Spaceborne Microwave Observations: An Evaluation of Current Techniques

(2009) Brian Barrett et al.   Remote Sensing

Soil moisture retrieval from remotely sensed data: Neural network approach versus Bayesian method

(2008) Claudia Notarnicola et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Comparison of Algorithms for Retrieving Soil Moisture from ENVISAT/ASAR Images

(2008) Simonetta Paloscia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Accuracy assessment of lidar-derived digital elevation models

(2008) Fernando J. Aguilar et al.   PHOTOGRAMMETRIC RECORD

Inversion of Electromagnetic Models for Bare Soil Parameter Estimation from Multifrequency Polarimetric SAR Data

(2008) Nazzareno Pierdicca et al.   SENSORS

Soil Moisture Profile Effect on Radar Signal Measurement

(2008) Aurélie Le Morvan et al.   SENSORS

Soil Moisture Measurement for Ecological and Hydrological Watershed-Scale Observatories: A Review

(2008) D. A. Robinson et al.   VADOSE ZONE JOURNAL

Comparison of remotely sensed water stages from LiDAR, topographic contours and SRTM

(2007) G. Schumann et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Appropriate scale of soil moisture retrieval from high resolution radar imagery for bare and minimally vegetated soils

(2007) D.P. Thoma et al.   REMOTE SENSING OF ENVIRONMENT