Comprehensive evaluation of soil moisture retrieval models under different crop cover types using C-band synthetic aperture radar data

Soil Moisture Content Estimation Based on Sentinel-1 and Auxiliary Earth Observation Products. A Hydrological Approach

(2017) et al.   SENSORS

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

Monitoring Rice Agriculture across Myanmar Using Time Series Sentinel-1 Assisted by Landsat-8 and PALSAR-2

(2017) Nathan Torbick et al.   Remote Sensing

Dual-polarimetric C-band SAR data for land use/land cover classification by incorporating textural information

(2016) Varun Narayan Mishra et al.   Environmental Earth Sciences

Moisture insensitive prediction of soil properties from VNIR reflectance spectra based on external parameter orthogonalization

(2016) Nuwan K. Wijewardane et al.   GEODERMA

Coupling SAR C-Band and Optical Data for Soil Moisture and Leaf Area Index Retrieval Over Irrigated Grasslands

(2016) Nicolas N. Baghdadi et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

An Information fusion approach for PALSAR data to retrieve soil moisture

(2016) Ankita Jain et al.   Geocarto International

Crop Monitoring Based on SPOT-5 Take-5 and Sentinel-1A Data for the Estimation of Crop Water Requirements

(2016) Ana Navarro et al.   Remote Sensing

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

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

Comparison of different regression models and validation techniques for the assessment of wheat leaf area index from hyperspectral data

(2015) Bastian Siegmann et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Comparison of support vector machine, artificial neural network, and spectral angle mapper algorithms for crop classification using LISS IV data

(2015) Pradeep Kumar et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

The Potential Use of Multi-Band SAR Data for Soil Moisture Retrieval over Bare Agricultural Areas: Hebei, China

(2015) Xiang Zhang et al.   Remote Sensing

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

(2015) Iftikhar Ali et al.   Remote Sensing

Mapping Soil Properties of Africa at 250 m Resolution: Random Forests Significantly Improve Current Predictions

(2015) Tomislav Hengl et al.   PLoS One

Assessment of multi-temporal, multi-sensor radar and ancillary spatial data for grasslands monitoring in Ireland using machine learning approaches

(2014) Brian Barrett et al.   REMOTE SENSING OF ENVIRONMENT

Seven Years of Advanced Synthetic Aperture Radar (ASAR) Global Monitoring (GM) of Surface Soil Moisture over Africa

(2014) Alena Dostálová et al.   Remote Sensing

Subpixel Urban Land Cover Estimation

(2013) Jeffrey T. Walton   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

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

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

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

(2012) L. Pasolli et al.   CANADIAN JOURNAL OF REMOTE SENSING

Potential for High Resolution Systematic Global Surface Soil Moisture Retrieval via Change Detection Using Sentinel-1

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

Forest attribute imputation using machine-learning methods and ASTER data: comparison of k-NN, SVR and random forest regression algorithms

(2012) Shaban Shataee et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Evaluation of the predicted error of the soil moisture retrieval from C-band SAR by comparison against modelled soil moisture estimates over Australia

(2012) Marcela Doubková et al.   REMOTE SENSING OF ENVIRONMENT

Vegetation index-based crop coefficients to estimate evapotranspiration by remote sensing in agricultural and natural ecosystems

(2011) Edward P. Glenn et al.   HYDROLOGICAL PROCESSES

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

An assessment of the effectiveness of a random forest classifier for land-cover classification

(2011) V.F. Rodriguez-Galiano et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Retrieval of crop variables with field-based X-band microwave remote sensing of ladyfinger

(2009) Rajendra Prasad   ADVANCES IN SPACE RESEARCH

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

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

Automatic Parameter Optimization for Support Vector Regression for Land and Sea Surface Temperature Estimation From Remote Sensing Data

(2009) G. Moser et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND 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

Diagnostic tools for nearest neighbors techniques when used with satellite imagery

(2008) Ronald E. McRoberts   REMOTE SENSING OF ENVIRONMENT

Soil Moisture Profile Effect on Radar Signal Measurement

(2008) Aurélie Le Morvan et al.   SENSORS