Articles | Volume 15, issue 1
https://doi.org/10.5194/hess-15-151-2011
© Author(s) 2011. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Special issue:
https://doi.org/10.5194/hess-15-151-2011
© Author(s) 2011. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Effective roughness modelling as a tool for soil moisture retrieval from C- and L-band SAR
H. Lievens
Laboratory of Hydrology and Water Management, Ghent University, Coupure links 653, 9000 Ghent, Belgium
N. E. C. Verhoest
Laboratory of Hydrology and Water Management, Ghent University, Coupure links 653, 9000 Ghent, Belgium
E. De Keyser
Department of Applied Mathematics, Biometrics and Process Control, Ghent University, Coupure links 653, 9000 Ghent, Belgium
H. Vernieuwe
Department of Applied Mathematics, Biometrics and Process Control, Ghent University, Coupure links 653, 9000 Ghent, Belgium
P. Matgen
Department of Environment and Agro-Biotechnologies, Public Research Centre Gabriel Lippmann, rue du Brill 41, 4422 Belvaux, Luxembourg
J. Álvarez-Mozos
Department of Projects and Rural Engineering, Public University of Navarre, Arrosadia s/n, 31006 Pamplona, Spain
B. De Baets
Department of Applied Mathematics, Biometrics and Process Control, Ghent University, Coupure links 653, 9000 Ghent, Belgium
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62 citations as recorded by crossref.
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- Comparative analysis of the accuracy of surface soil moisture estimation from the C- and L-bands M. El Hajj et al. 10.1016/j.jag.2019.05.021
- Topographically based spatially averaging of SAR data improves performance of soil moisture models T. Gala et al. 10.1016/j.rse.2011.08.013
- Forward Simulation of Multi-Frequency Microwave Brightness Temperature over Desert Soils in Kuwait and Comparison with Satellite Observations H. AlJassar et al. 10.3390/rs11141647
- Assessment of SAR-retrieved soil moisture uncertainty induced by uncertainty on modeled soil surface roughness E. De Keyser et al. 10.1016/j.jag.2012.01.017
- Uncertainty Quantification of Soil Moisture Estimations Based on a Bayesian Probabilistic Inversion C. Ma et al. 10.1109/TGRS.2017.2664078
- Soil Moisture Retrieval Using Multistatic L-Band SAR and Effective Roughness Modeling E. Tronquo et al. 10.3390/rs14071650
- Soil Moisture Mapping Using Combined Active/Passive Microwave Observations Over the East of the Netherlands R. van der Velde et al. 10.1109/JSTARS.2014.2353692
- Attribution of Extreme Drought Events and Associated Physical Drivers across Southwest China Using the Budyko Framework X. Sun et al. 10.3390/rs15112702
- A multi-frequency framework for soil moisture retrieval from time series radar data L. Zhu et al. 10.1016/j.rse.2019.111433
- Estimating Effective Roughness Parameters of the L-MEB Model for Soil Moisture Retrieval Using Passive Microwave Observations From SMAPVEX12 B. Martens et al. 10.1109/TGRS.2015.2390259
- Soil moisture retrieval at high spatial resolution over alpine ecosystems on Nagqu-Tibetan plateau: A comparative study on semiempirical and machine learning approaches A. Taghavi-Bayat et al. 10.1016/j.srs.2024.100135
- Automatic clod detection and boundary estimation from Digital Elevation Model images using different approaches O. Chimi-Chiadjeu et al. 10.1016/j.catena.2014.02.003
- 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 X. Bai et al. 10.3390/rs9070714
- Multi-Scale Validation of SMAP Soil Moisture Products over Cold and Arid Regions in Northwestern China Using Distributed Ground Observation Data C. Ma et al. 10.3390/rs9040327
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- Sensitivity of Main Polarimetric Parameters of Multifrequency Polarimetric SAR Data to Soil Moisture and Surface Roughness Over Bare Agricultural Soils N. Baghdadi et al. 10.1109/LGRS.2012.2220333
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- On the potential of MetOp ASCAT‐derived soil wetness indices as a new aperture for hydrological monitoring and prediction: a field evaluation over Luxembourg P. Matgen et al. 10.1002/hyp.8316
- Potential of Sentinel-1 Radar Data for the Assessment of Soil and Cereal Cover Parameters S. Bousbih et al. 10.3390/s17112617
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- Sentinel-1 soil moisture content and its uncertainty over sparsely vegetated fields H. Benninga et al. 10.1016/j.hydroa.2020.100066
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- Monitoring agricultural field trafficability using Sentinel-1 C. Carranza et al. 10.1016/j.agwat.2019.105698
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- Soil Moisture Retrieval Using Time-Series Radar Observations Over Bare Surfaces S. Kim et al. 10.1109/TGRS.2011.2169454
- Reconstructing and analyzing China's fifty-nine year (1951–2009) drought history using hydrological model simulation Z. Wu et al. 10.5194/hess-15-2881-2011
- Validation of the AIEM Through Correlation Length Parameterization at Field Scale Using Radar Imagery in a Semi-Arid Environment L. Dong et al. 10.1109/LGRS.2012.2209626
- Potential of X-Band TerraSAR-X and COSMO-SkyMed SAR Data for the Assessment of Physical Soil Parameters A. Gorrab et al. 10.3390/rs70100747
- An Effective Model to Retrieve Soil Moisture from L- and C-Band SAR Data L. Tao et al. 10.1007/s12524-016-0626-x
- Influence of Surface Roughness Measurement Scale on Radar Backscattering in Different Agricultural Soils A. Martinez-Agirre et al. 10.1109/TGRS.2017.2717043
- Spatial and temporal soil moisture estimation from RADARSAT-2 imagery over Flevoland, The Netherlands H. Lievens & N. Verhoest 10.1016/j.jhydrol.2012.06.013
- Change detection approaches for flood extent mapping: How to select the most adequate reference image from online archives? R. Hostache et al. 10.1016/j.jag.2012.05.003
- Aquarius L-band scatterometer and radiometer observations over a Tibetan Plateau site Q. Wang et al. 10.1016/j.jag.2015.06.010
- An Air-to-Soil Transition Model for Discrete Scattering-Emission Modelling at L-Band H. Zhao et al. 10.34133/2021/3962350
- Depth-Resolved Backscatter and Differential Interferometric Radar Imaging of Soil Moisture Profiles: Observations and Models of Subsurface Volume Scattering S. Zwieback et al. 10.1109/JSTARS.2017.2671025
- Evaluation of IEM, Dubois, and Oh Radar Backscatter Models Using Airborne L-Band SAR R. Panciera et al. 10.1109/TGRS.2013.2286203
- Estimation of soil parameters over bare agriculture areas from C-band polarimetric SAR data using neural networks N. Baghdadi et al. 10.5194/hess-16-1607-2012
- Water storage change estimation from in situ shrinkage measurements of clay soils B. te Brake et al. 10.5194/hess-17-1933-2013
- Soil moisture retrieval from time series multi-angular radar data using a dry down constraint L. Zhu et al. 10.1016/j.rse.2019.111237
- On the Retrieval of Soil Moisture in Wheat Fields From L-Band SAR Based on Water Cloud Modeling, the IEM, and Effective Roughness Parameters H. Lievens & N. Verhoest 10.1109/LGRS.2011.2106109
- Assessing how irrigation practices and soil moisture affect crop growth through monitoring Sentinel-1 and Sentinel-2 data G. Ibrahim et al. 10.1007/s10661-023-11871-w
- Stochastic ensemble methods for multi-SAR-mission soil moisture retrieval L. Zhu et al. 10.1016/j.rse.2020.112099
- A Coupling Model for Soil Moisture Retrieval in Sparse Vegetation Covered Areas Based on Microwave and Optical Remote Sensing Data J. Kong et al. 10.1109/TGRS.2018.2849009
57 citations as recorded by crossref.
- Retrieval and Multi-scale Validation of Soil Moisture from Multi-temporal SAR Data in a Semi-Arid Tropical Region S. Tomer et al. 10.3390/rs70608128
- Comparative analysis of the accuracy of surface soil moisture estimation from the C- and L-bands M. El Hajj et al. 10.1016/j.jag.2019.05.021
- Topographically based spatially averaging of SAR data improves performance of soil moisture models T. Gala et al. 10.1016/j.rse.2011.08.013
- Forward Simulation of Multi-Frequency Microwave Brightness Temperature over Desert Soils in Kuwait and Comparison with Satellite Observations H. AlJassar et al. 10.3390/rs11141647
- Assessment of SAR-retrieved soil moisture uncertainty induced by uncertainty on modeled soil surface roughness E. De Keyser et al. 10.1016/j.jag.2012.01.017
- Uncertainty Quantification of Soil Moisture Estimations Based on a Bayesian Probabilistic Inversion C. Ma et al. 10.1109/TGRS.2017.2664078
- Soil Moisture Retrieval Using Multistatic L-Band SAR and Effective Roughness Modeling E. Tronquo et al. 10.3390/rs14071650
- Soil Moisture Mapping Using Combined Active/Passive Microwave Observations Over the East of the Netherlands R. van der Velde et al. 10.1109/JSTARS.2014.2353692
- Attribution of Extreme Drought Events and Associated Physical Drivers across Southwest China Using the Budyko Framework X. Sun et al. 10.3390/rs15112702
- A multi-frequency framework for soil moisture retrieval from time series radar data L. Zhu et al. 10.1016/j.rse.2019.111433
- Estimating Effective Roughness Parameters of the L-MEB Model for Soil Moisture Retrieval Using Passive Microwave Observations From SMAPVEX12 B. Martens et al. 10.1109/TGRS.2015.2390259
- Soil moisture retrieval at high spatial resolution over alpine ecosystems on Nagqu-Tibetan plateau: A comparative study on semiempirical and machine learning approaches A. Taghavi-Bayat et al. 10.1016/j.srs.2024.100135
- Automatic clod detection and boundary estimation from Digital Elevation Model images using different approaches O. Chimi-Chiadjeu et al. 10.1016/j.catena.2014.02.003
- 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 X. Bai et al. 10.3390/rs9070714
- Multi-Scale Validation of SMAP Soil Moisture Products over Cold and Arid Regions in Northwestern China Using Distributed Ground Observation Data C. Ma et al. 10.3390/rs9040327
- A new soil roughness parameter for the modelling of radar backscattering over bare soil M. Zribi et al. 10.1016/j.rse.2014.05.009
- Soil Moisture Retrieval during the Wheat Growth Cycle Using SAR and Optical Satellite Data M. Zhang et al. 10.3390/w13020135
- Alarming a tailings dam failure with a joint analysis of InSAR-derived surface deformation and SAR-derived moisture content Y. Yan et al. 10.1016/j.rse.2023.113910
- Implementation of a multiangle soil moisture retrieval model using RADARSAT-2 imagery over arid Juyanze, northwest China L. Yang et al. 10.1117/1.JRS.11.036029
- Optimum Surface Roughness to Parameterize Advanced Integral Equation Model for Soil Moisture Retrieval in Prairie Area Using Radarsat-2 Data X. Bai et al. 10.1109/TGRS.2015.2501372
- Daily soil moisture mapping at 1 km resolution based on SMAP data for desertification areas in northern China P. Rao et al. 10.5194/essd-14-3053-2022
- An Information Entropy-Based Sensitivity Analysis of Radar Sensing of Rough Surface Y. Liu & K. Chen 10.3390/rs10020286
- Advances in soil moisture retrieval from synthetic aperture radar and hydrological applications K. Kornelsen & P. Coulibaly 10.1016/j.jhydrol.2012.10.044
- Stochastic bias correction for RADARSAT-2 soil moisture retrieved over vegetated areas J. Lee et al. 10.1080/10106049.2021.2017009
- A Potential Use for the C-Band Polarimetric SAR Parameters to Characterize the Soil Surface Over Bare Agriculture Fields N. Baghdadi et al. 10.1109/TGRS.2012.2185934
- Sensitivity of Main Polarimetric Parameters of Multifrequency Polarimetric SAR Data to Soil Moisture and Surface Roughness Over Bare Agricultural Soils N. Baghdadi et al. 10.1109/LGRS.2012.2220333
- Estimation of surface soil moisture and roughness from multi-angular ASAR imagery in the Watershed Allied Telemetry Experimental Research (WATER) S. Wang et al. 10.5194/hess-15-1415-2011
- Spatiotemporal Variability of Arctic Soil Moisture Detected from High-Resolution RADARSAT-2 SAR Data A. Collingwood et al. 10.1155/2018/5712046
- On the potential of MetOp ASCAT‐derived soil wetness indices as a new aperture for hydrological monitoring and prediction: a field evaluation over Luxembourg P. Matgen et al. 10.1002/hyp.8316
- Potential of Sentinel-1 Radar Data for the Assessment of Soil and Cereal Cover Parameters S. Bousbih et al. 10.3390/s17112617
- Zeroth and First Order Scattering Coefficients Through a Random Rough Air-Soil Interface J. Le Caillec 10.1109/TRS.2023.3321131
- Simulating C‐Band SAR Footprint‐Scale Backscatter Over Agricultural Area With a Physical Land Surface Model L. Sun et al. 10.1029/2019WR025163
- Semi-Empirical Calibration of the Integral Equation Model for Co-Polarized L-Band Backscattering N. Baghdadi et al. 10.3390/rs71013626
- Sentinel-1 soil moisture content and its uncertainty over sparsely vegetated fields H. Benninga et al. 10.1016/j.hydroa.2020.100066
- Soil moisture mapping in a semiarid region, based on ASAR/Wide Swath satellite data M. Zribi et al. 10.1002/2012WR013405
- Accounting for seasonality in a soil moisture change detection algorithm for ASAR Wide Swath time series J. Van doninck et al. 10.5194/hess-16-773-2012
- Evaluation of the Oh, Dubois and IEM Backscatter Models Using a Large Dataset of SAR Data and Experimental Soil Measurements M. Choker et al. 10.3390/w9010038
- Monitoring agricultural field trafficability using Sentinel-1 C. Carranza et al. 10.1016/j.agwat.2019.105698
- Microwave-based vegetation descriptors in the parameterization of water cloud model at L-band for soil moisture retrieval over croplands Z. Wang et al. 10.1080/15481603.2020.1857123
- A Spatial Distribution Empirical Model of Surface Soil Water Content and Soil Workability on an Unplanted Sugarcane Farm Area Using Sentinel-1A Data towards Precision Agriculture Applications H. Imantho et al. 10.3390/info13100493
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- A New Empirical Model for Radar Scattering from Bare Soil Surfaces N. Baghdadi et al. 10.3390/rs8110920
- The Impact of Sentinel-1-Corrected Fractal Roughness on Soil Moisture Retrievals J. Lee & H. Kim 10.3390/fractalfract8030137
- Soil Moisture Retrieval Using Time-Series Radar Observations Over Bare Surfaces S. Kim et al. 10.1109/TGRS.2011.2169454
- Reconstructing and analyzing China's fifty-nine year (1951–2009) drought history using hydrological model simulation Z. Wu et al. 10.5194/hess-15-2881-2011
- Validation of the AIEM Through Correlation Length Parameterization at Field Scale Using Radar Imagery in a Semi-Arid Environment L. Dong et al. 10.1109/LGRS.2012.2209626
- Potential of X-Band TerraSAR-X and COSMO-SkyMed SAR Data for the Assessment of Physical Soil Parameters A. Gorrab et al. 10.3390/rs70100747
- An Effective Model to Retrieve Soil Moisture from L- and C-Band SAR Data L. Tao et al. 10.1007/s12524-016-0626-x
- Influence of Surface Roughness Measurement Scale on Radar Backscattering in Different Agricultural Soils A. Martinez-Agirre et al. 10.1109/TGRS.2017.2717043
- Spatial and temporal soil moisture estimation from RADARSAT-2 imagery over Flevoland, The Netherlands H. Lievens & N. Verhoest 10.1016/j.jhydrol.2012.06.013
- Change detection approaches for flood extent mapping: How to select the most adequate reference image from online archives? R. Hostache et al. 10.1016/j.jag.2012.05.003
- Aquarius L-band scatterometer and radiometer observations over a Tibetan Plateau site Q. Wang et al. 10.1016/j.jag.2015.06.010
- An Air-to-Soil Transition Model for Discrete Scattering-Emission Modelling at L-Band H. Zhao et al. 10.34133/2021/3962350
- Depth-Resolved Backscatter and Differential Interferometric Radar Imaging of Soil Moisture Profiles: Observations and Models of Subsurface Volume Scattering S. Zwieback et al. 10.1109/JSTARS.2017.2671025
- Evaluation of IEM, Dubois, and Oh Radar Backscatter Models Using Airborne L-Band SAR R. Panciera et al. 10.1109/TGRS.2013.2286203
- Estimation of soil parameters over bare agriculture areas from C-band polarimetric SAR data using neural networks N. Baghdadi et al. 10.5194/hess-16-1607-2012
- Water storage change estimation from in situ shrinkage measurements of clay soils B. te Brake et al. 10.5194/hess-17-1933-2013
5 citations as recorded by crossref.
- Soil moisture retrieval from time series multi-angular radar data using a dry down constraint L. Zhu et al. 10.1016/j.rse.2019.111237
- On the Retrieval of Soil Moisture in Wheat Fields From L-Band SAR Based on Water Cloud Modeling, the IEM, and Effective Roughness Parameters H. Lievens & N. Verhoest 10.1109/LGRS.2011.2106109
- Assessing how irrigation practices and soil moisture affect crop growth through monitoring Sentinel-1 and Sentinel-2 data G. Ibrahim et al. 10.1007/s10661-023-11871-w
- Stochastic ensemble methods for multi-SAR-mission soil moisture retrieval L. Zhu et al. 10.1016/j.rse.2020.112099
- A Coupling Model for Soil Moisture Retrieval in Sparse Vegetation Covered Areas Based on Microwave and Optical Remote Sensing Data J. Kong et al. 10.1109/TGRS.2018.2849009
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