Soil moisture estimation over flat lands in the Argentinian Pampas region using Sentinel-1A data and non-parametric methods

Improved Drought Prediction Using Near Real-Time Climate Forecasts and Simulated Hydrologic Conditions

(2018) Hyunwoo Kang et al.   Sustainability

Soil Moisture Estimation by SAR in Alpine Fields Using Gaussian Process Regressor Trained by Model Simulations

(2017) Jelena Stamenkovic et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

The added utility of nonlinear methods compared to linear methods in rescaling soil moisture products

(2017) M.H. Afshar et al.   REMOTE SENSING OF ENVIRONMENT

Evaluating uncertainties in multi-layer soil moisture estimation with support vector machines and ensemble Kalman filtering

(2016) Di Liu et al.   JOURNAL OF HYDROLOGY

Sensitivity of different soil quality indicators to assess sustainable land management: Influence of site features and seasonality

(2016) Matias E. Duval et al.   SOIL & TILLAGE RESEARCH

Effect of Good Agricultural Practices under no-till on litter and soil invertebrates in areas with different soil types

(2016) José Camilo Bedano et al.   SOIL & TILLAGE RESEARCH

Empirical Estimation of Near-Surface Air Temperature in China from MODIS LST Data by Considering Physiographic Features

(2016) Xiaohui Lin et al.   Remote Sensing

A method to downscale soil moisture to fine resolutions using topographic, vegetation, and soil data

(2015) Kayla J. Ranney et al.   ADVANCES IN WATER RESOURCES

Validation Strategies for Satellite-Based Soil Moisture Products Over Argentine Pampas

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

Review of Machine Learning Approaches for Biomass and Soil Moisture Retrievals from Remote Sensing Data

(2015) Iftikhar Ali et al.   Remote Sensing

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

(2014) Giacomo Bertoldi et al.   JOURNAL OF HYDROLOGY

Hyperspectral Optical, Thermal, and Microwave L-Band Observations For Soil Moisture Retrieval at Very High Spatial Resolution

(2014) Nilda Sánchez et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Remote monitoring of soil moisture using passive microwave-based techniques — Theoretical basis and overview of selected algorithms for AMSR-E

(2014) I.E. Mladenova et al.   REMOTE SENSING OF ENVIRONMENT

Multiple Linear Regression and Artificial Neural Networks to Predict Time and Efficiency of Soil Vapor Extraction

(2014) José Tomás Albergaria et al.   WATER AIR AND SOIL POLLUTION

Improving the representation of soil moisture by using a semi-analytical infiltration model

(2013) L. Brocca et al.   HYDROLOGICAL PROCESSES

Monitoring Soil Moisture in an Agricultural Test Site Using SAR Data: Design and Test of a Pre-Operational Procedure

(2013) Nazzareno Pierdicca et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Inferring Soil Moisture Memory from Streamflow Observations Using a Simple Water Balance Model

(2013) Rene Orth et al.   JOURNAL OF HYDROMETEOROLOGY

The ASCAT Soil Moisture Product: A Review of its Specifications, Validation Results, and Emerging Applications

(2013) Wolfgang Wagner et al.   METEOROLOGISCHE ZEITSCHRIFT

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

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

Sample size planning for classification models

(2012) Claudia Beleites et al.   ANALYTICA CHIMICA ACTA

Toward an Operational Bare Soil Moisture Mapping Using TerraSAR-X Data Acquired Over Agricultural Areas

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

Spatial and temporal soil moisture estimation from RADARSAT-2 imagery over Flevoland, The Netherlands

(2012) Hans Lievens 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

Evaluation of the Dubois, Oh, and IEM radar backscatter models over agricultural fields using C-band RADARSAT-2 SAR image data

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

Use of TerraSAR-X Data to Retrieve Soil Moisture Over Bare Soil Agricultural Fields

(2011) Nicolas Baghdadi et al.   IEEE Geoscience and Remote Sensing Letters

Soil-moisture estimation from TerraSAR-X data using neural networks

(2011) Matej Kseneman et al.   MACHINE VISION AND APPLICATIONS

A method to estimate soil moisture from Airborne Hyperspectral Scanner (AHS) and ASTER data: Application to SEN2FLEX and SEN3EXP campaigns

(2011) J.A. Sobrino et al.   REMOTE SENSING OF ENVIRONMENT

Generation of soil moisture maps from ENVISAT/ASAR images in mountainous areas: a case study

(2010) S. Paloscia et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

The SMOS Mission: New Tool for Monitoring Key Elements ofthe Global Water Cycle

(2010) Yann H Kerr et al.   PROCEEDINGS OF THE IEEE

The Soil Moisture Active Passive (SMAP) Mission

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

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

Using ENVISAT ASAR Global Mode Data for Surface Soil Moisture Retrieval Over Oklahoma, USA

(2009) Carsten Pathe et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

An Improved Soil Moisture Retrieval Algorithm for ERS and METOP Scatterometer Observations

(2009) V. Naeimi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Soil moisture estimation over vegetated terrains using multitemporal remote sensing data

(2009) Nazzareno Pierdicca et al.   REMOTE SENSING OF ENVIRONMENT

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