Soil Moisture Content Estimation Based on Sentinel-1 SAR Imagery Using an Artificial Neural Network and Hydrological Components

Optimality of antecedent precipitation index and its application

(2021) Xungui Li et al.   JOURNAL OF HYDROLOGY

Soil moisture retrieval improvement over agricultural fields by adding entropy–alpha dual-polarimetric decomposition features

(2021) Zeinab Akhavan et al.   Journal of Applied Remote Sensing

Soil Moisture Retrieval Using Microwave Remote Sensing Data and a Deep Belief Network in the Naqu Region of the Tibetan Plateau

(2021) Zhihui Yang et al.   Sustainability

ALOS-2 and Sentinel-1 SAR data sensitivity analysis to surface soil moisture over bare and vegetated agricultural fields

(2020) Aliihsan Sekertekin et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Performance Evaluation of the Multiple Quantile Regression Model for Estimating Spatial Soil Moisture after Filtering Soil Moisture Outliers

(2020) Chunggil Jung et al.   Remote Sensing

Combined Use of Sentinel-1 SAR and Landsat Sensors Products for Residual Soil Moisture Retrieval over Agricultural Fields in the Upper Blue Nile Basin, Ethiopia

(2020) Getachew Ayehu et al.   SENSORS

Spaceborne L-Band Synthetic Aperture Radar Data for Geoscientific Analyses in Coastal Land Applications: A Review

(2020) Marco Ottinger et al.   Remote Sensing

Correlation Analysis between Air Temperature and MODIS Land Surface Temperature and Prediction of Air Temperature Using TensorFlow Long Short-Term Memory for the Period of Occurrence of Cold and Heat Waves

(2020) Jeehun Chung et al.   Remote Sensing

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

(2019) Gabriel Agustín García et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Soil moisture retrieval from Sentinel-1 acquisitions in an arid environment in Tunisia: application of Artificial Neural Networks techniques

(2019) A. Hachani et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

DeepBindRG: a deep learning based method for estimating effective protein–ligand affinity

(2019) Haiping Zhang et al.   PeerJ

Combining Machine Learning and Compact Polarimetry for Estimating Soil Moisture from C-Band SAR Data

(2019) Emanuele Santi et al.   Remote Sensing

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

(2019) Jamal Ezzahar et al.   Remote Sensing

Modelling extreme dry spells in the Mediterranean region in connection with atmospheric circulation

(2018) Yves Tramblay et al.   ATMOSPHERIC RESEARCH

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

Spatial distribution of soil moisture estimates using a multiple linear regression model and Korean geostationary satellite (COMS) data

(2018) Yonggwan Lee et al.   AGRICULTURAL WATER MANAGEMENT

Monostatic and Bistatic Scattering Modeling of the Anisotropic Rough Soil

(2018) Davide Comite et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

High spatio-temporal resolution mapping of soil moisture by integrating wireless sensor network observations and MODIS apparent thermal inertia in the Babao River Basin, China

(2017) Jian Kang et al.   REMOTE SENSING OF ENVIRONMENT

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

(2017) Safa Bousbih et al.   SENSORS

A Study of Spatial Soil Moisture Estimation Using a Multiple Linear Regression Model and MODIS Land Surface Temperature Data Corrected by Conditional Merging

(2017) Chunggil Jung 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

Extreme dry spell detection and climatology over the Mediterranean Basin during the wet season

(2016) Florian Raymond et al.   GEOPHYSICAL RESEARCH LETTERS

Application of artificial neural networks for the soil moisture retrieval from active and passive microwave spaceborne sensors

(2016) Emanuele Santi et al.   International Journal of Applied Earth Observation and Geoinformation

A combination of DISPATCH downscaling algorithm with CLASS land surface scheme for soil moisture estimation at fine scale during cloudy days

(2016) Najib Djamai et al.   REMOTE SENSING OF ENVIRONMENT

Estimation of Soil Moisture from Optical and Thermal Remote Sensing: A Review

(2016) Dianjun Zhang et al.   SENSORS

A New Empirical Model for Radar Scattering from Bare Soil Surfaces

(2016) Nicolas Baghdadi et al.   Remote Sensing

Retrieval and Multi-scale Validation of Soil Moisture from Multi-temporal SAR Data in a Semi-Arid Tropical Region

(2015) Sat Tomer et al.   Remote Sensing

Retrieval of Both Soil Moisture and Texture Using TerraSAR-X Images

(2015) Azza Gorrab et al.   Remote Sensing

Evaluation of sampling techniques to characterize topographically-dependent variability for soil moisture downscaling

(2014) Kevin L. Werbylo et al.   JOURNAL OF HYDROLOGY

Evaluation of MODIS NDVI and LST for indicating soil moisture of forest areas based on SWAT modeling

(2014) Jong-Yoon Park et al.   Paddy and Water Environment

Partial duration series distributions of the European dry spell lengths for the second half of the twentieth century

(2014) C. Serra et al.   THEORETICAL AND APPLIED CLIMATOLOGY

The Global Precipitation Measurement Mission

(2013) Arthur Y. Hou et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

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

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

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

Global Automated Quality Control of In Situ Soil Moisture Data from the International Soil Moisture Network

(2013) W.A. Dorigo et al.   VADOSE ZONE JOURNAL

The European Earth monitoring (GMES) programme: Status and perspectives

(2012) Josef Aschbacher et al.   REMOTE SENSING OF ENVIRONMENT

Direct soil moisture controls of future global soil carbon changes: An important source of uncertainty

(2011) Pete Falloon et al.   GLOBAL BIOGEOCHEMICAL CYCLES

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

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

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

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

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 from remotely sensed data: Neural network approach versus Bayesian method

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

ANN-Based Soil Moisture Retrieval over Bare and Vegetated Areas Using ERS-2 SAR Data

(2008) Saif Said et al.   JOURNAL OF HYDROLOGIC ENGINEERING

An ANN application for water quality forecasting

(2008) Sundarambal Palani et al.   MARINE POLLUTION BULLETIN

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

(2008) Niko Verhoest et al.   SENSORS