Evaluation of Backscattering Models and Support Vector Machine for the Retrieval of Bare Soil Moisture from Sentinel-1 Data

Multilayer Soil Moisture Mapping at a Regional Scale from Multisource Data via a Machine Learning Method

(2019) Linglin Zeng et al.   Remote Sensing

Bare Soil Surface Moisture Retrieval from Sentinel-1 SAR Data Based on the Calibrated IEM and Dubois Models Using Neural Networks

(2019) Hamid Reza Mirsoleimani et al.   SENSORS

Retrieving surface soil moisture at high spatio-temporal resolution from a synergy between Sentinel-1 radar and Landsat thermal data: A study case over bare soil

(2018) Abdelhakim Amazirh et al.   REMOTE SENSING OF ENVIRONMENT

Soil Moisture in the Biebrza Wetlands Retrieved from Sentinel-1 Imagery

(2018) Katarzyna Dabrowska-Zielinska et al.   Remote Sensing

Retrieving topsoil moisture using RADARSAT-2 data, a novel approach applied at the east of the Netherlands

(2017) Omar Ali Eweys et al.   JOURNAL OF HYDROLOGY

Google Earth Engine: Planetary-scale geospatial analysis for everyone

(2017) Noel Gorelick et al.   REMOTE SENSING OF ENVIRONMENT

Synergetic Use of Sentinel-1 and Sentinel-2 Data for Soil Moisture Mapping at 100 m Resolution

(2017) Qi Gao et al.   SENSORS

Potential of Sentinel-1 Radar Data for the Assessment of Soil and Cereal Cover Parameters

(2017) Safa Bousbih et al.   SENSORS

Disaggregation of SMOS Soil Moisture to 100 m Resolution Using MODIS Optical/Thermal and Sentinel-1 Radar Data: Evaluation over a Bare Soil Site in Morocco

(2017) Omar Ali Eweys et al.   Remote Sensing

Better Estimated IEM Input Parameters Using Random Fractal Geometry Applied on Multi-Frequency SAR Data

(2017) Ali Ghafouri et al.   Remote Sensing

Calibration of the Water Cloud Model at C-Band for Winter Crop Fields and Grasslands

(2017) Nicolas Baghdadi et al.   Remote Sensing

Synergic Use of Sentinel-1 and Sentinel-2 Images for Operational Soil Moisture Mapping at High Spatial Resolution over Agricultural Areas

(2017) Mohammad El Hajj et al.   Remote Sensing

First Assessment of Sentinel-1A Data for Surface Soil Moisture Estimations Using a Coupled Water Cloud Model and Advanced Integral Equation Model over the Tibetan Plateau

(2017) Xiaojing Bai et al.   Remote Sensing

Evaluation of the Oh, Dubois and IEM Backscatter Models Using a Large Dataset of SAR Data and Experimental Soil Measurements

(2017) Mohammad Choker et al.   Water

Soil moisture retrieval over irrigated grassland using X-band SAR data

(2016) Mohammad El Hajj et al.   REMOTE SENSING OF ENVIRONMENT

Assessment of Different Backscattering Models for Bare Soil Surface Parameters Estimation from SAR Data in band C, L and P

(2016) S. Mohammad MirMazloumi et al.   European Journal of Remote Sensing

Remote Sensing of Water Resources in Semi-Arid Mediterranean Areas: the joint international laboratory TREMA

(2015) L. Jarlan et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Surface soil moisture retrievals from remote sensing: Current status, products & future trends

(2015) George P. Petropoulos et al.   PHYSICS AND CHEMISTRY OF THE EARTH

Correction of real-time satellite precipitation with multi-sensor satellite observations of land surface variables

(2015) N. Wanders et al.   REMOTE SENSING OF ENVIRONMENT

Semi-Empirical Calibration of the Integral Equation Model for Co-Polarized L-Band Backscattering

(2015) Nicolas Baghdadi et al.   Remote Sensing

Optimization of stomatal conductance for maximum carbon gain under dynamic soil moisture

(2013) Stefano Manzoni et al.   ADVANCES IN WATER RESOURCES

Evaluation of IEM, Dubois, and Oh Radar Backscatter Models Using Airborne L-Band SAR

(2013) Rocco Panciera et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

Estimating Soil Moisture With the Support Vector Regression Technique

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

A Fusion Approach to Retrieve Soil Moisture With SAR and Optical Data

(2011) Rishi Prakash et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Statistical properties of soil moisture images derived from Radarsat-1 SAR data

(2011) A. Merzouki et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Analysis of TerraSAR-X data sensitivity to bare soil moisture, roughness, composition and soil crust

(2011) M. Aubert et al.   REMOTE SENSING OF ENVIRONMENT

Investigating soil moisture–climate interactions in a changing climate: A review

(2010) Sonia I. Seneviratne et al.   EARTH-SCIENCE REVIEWS

Semiempirical Calibration of the Integral Equation Model for SAR Data in C-Band and Cross Polarization Using Radar Images and Field Measurements

(2010) Nicolas Baghdadi et al.   IEEE Geoscience and Remote Sensing Letters

Soil moisture modelling and validation at an agricultural site in Norfolk using the Met Office surface exchange scheme (MOSES)

(2010) Xin Kong et al.   METEOROLOGICAL APPLICATIONS

Soil moisture retrieval over agricultural fields from multi-polarized and multi-angular RADARSAT-2 SAR data

(2010) Imen Gherboudj et al.   REMOTE SENSING OF ENVIRONMENT

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

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

Towards a Kalman Filter based soil moisture analysis system for the operational ECMWF Integrated Forecast System

(2009) M. Drusch et al.   GEOPHYSICAL RESEARCH LETTERS

Evaluating the Utility of Remotely Sensed Soil Moisture Retrievals for Operational Agricultural Drought Monitoring

(2009) John D. Bolten et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Potential of Estimating Soil Moisture Under Vegetation Cover by Means of PolSAR

(2009) Irena Hajnsek et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Combining a large aperture scintillometer and estimates of available energy to derive evapotranspiration over several agricultural fields in a semi-arid region

(2009) J. Ezzahar et al.   PLANT BIOSYSTEMS

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

A novel method to estimate model uncertainty using machine learning techniques

(2009) Dimitri P. Solomatine 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

On the Soil Roughness Parameterization Problem in Soil Moisture Retrieval of Bare Surfaces from Synthetic Aperture Radar

(2008) Niko Verhoest et al.   SENSORS

Soil Moisture Profile Effect on Radar Signal Measurement

(2008) Aurélie Le Morvan et al.   SENSORS

Mapping surface roughness and soil moisture using multi-angle radar imagery without ancillary data

(2007) M.M. Rahman et al.   REMOTE SENSING OF ENVIRONMENT

Retrieval of surface roughness using multi-polarized Envisat-1 ASAR data

(2007) H. S. Srivastava et al.   Geocarto International