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Soil Moisture Retrievals Using Multi-Temporal Sentinel-1 Data over Nagqu Region of Tibetan Plateau

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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III. Measuring surface soil moisture using passive microwave remote sensing
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Characterization, controlling, and reduction of uncertainties in the modeling and observation of land-surface systems
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Assimilation of a ERS scatterometer derived soil moisture index in the ECMWF numerical weather prediction system
inferredcites →https://doi.org/10.1016/j.compag.2020.105447openalex-snapshot
An improved inversion algorithm for spatio-temporal retrieval of soil moisture through modified water cloud model using C- band Sentinel-1A SAR data
inferredcites →https://doi.org/10.1016/j.earscirev.2010.02.004openalex-snapshot
Investigating soil moisture–climate interactions in a changing climate: A review
inferredcites →https://doi.org/10.1016/j.jhydrol.2012.10.044openalex-snapshot
Advances in soil moisture retrieval from synthetic aperture radar and hydrological applications
inferredcites →https://doi.org/10.1016/j.rse.2008.08.004openalex-snapshot
Analysis of TerraSAR-X data and their sensitivity to soil surface parameters over bare agricultural fields
inferredcites →https://doi.org/10.1016/j.rse.2010.05.017openalex-snapshot
Effects of corn on C- and L-band radar backscatter: A correction method for soil moisture retrieval
inferredcites →https://doi.org/10.1016/j.rse.2010.07.011openalex-snapshot
Soil moisture retrieval over agricultural fields from multi-polarized and multi-angular RADARSAT-2 SAR data
inferredcites →https://doi.org/10.1016/j.rse.2011.05.029openalex-snapshot
Soil moisture mapping over the central part of the Tibetan Plateau using a series of ASAR WS images
inferredcites →https://doi.org/10.1016/j.rse.2013.02.027openalex-snapshot
Soil moisture mapping using Sentinel-1 images: Algorithm and preliminary validation
inferredcites →https://doi.org/10.1016/j.rse.2014.05.009openalex-snapshot
A new soil roughness parameter for the modelling of radar backscattering over bare soil
inferredcites →https://doi.org/10.1016/j.rse.2014.07.005openalex-snapshot
The scale-dependence of SMOS soil moisture accuracy and its improvement through land data assimilation in the central Tibetan Plateau
inferredcites →https://doi.org/10.1016/j.rse.2018.04.013openalex-snapshot
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
inferredcites →https://doi.org/10.1016/j.rse.2018.08.003openalex-snapshot
Potential of a two-component polarimetric decomposition at C-band for soil moisture retrieval over agricultural fields
inferredcites →https://doi.org/10.1016/j.rse.2020.112100openalex-snapshot
Soil moisture retrievals using ALOS2-ScanSAR and MODIS synergy over Tibetan Plateau
inferredcites →https://doi.org/10.1016/s0034-4257(00)00200-5openalex-snapshot
Parameterization of vegetation backscatter in radar-based, soil moisture estimation
inferredcites →https://doi.org/10.1016/s0034-4257(03)00065-8openalex-snapshot
Surface soil moisture estimation from the synergistic use of the (multi-incidence and multi-resolution) active microwave ERS Wind Scatterometer and SAR data
inferredcites →https://doi.org/10.1016/s0034-4257(99)00102-9openalex-snapshot
Estimation of Watershed Soil Moisture Index from ERS/SAR Data
inferredcites →https://doi.org/10.1029/2020jg005951openalex-snapshot
The South Asia Monsoon Break Promotes Grass Growth on the Tibetan Plateau
inferredcites →https://doi.org/10.1029/rs013i002p00357openalex-snapshot
Vegetation modeled as a water cloud
inferredcites →https://doi.org/10.1080/01431160110107671openalex-snapshot
An empirical calibration of the integral equation model based on SAR data, soil moisture and surface roughness measurement over bare soils
inferredcites →https://doi.org/10.1080/01431160500212278openalex-snapshot
Calibration of the Integral Equation Model for SAR data in C‐band and HH and VV polarizations
inferredcites →https://doi.org/10.1080/01431169008955090openalex-snapshot
Michigan microwave canopy scattering model
inferredcites →https://doi.org/10.1080/10106049.2017.1316781openalex-snapshot
Estimation of winter wheat crop growth parameters using time series Sentinel-1A SAR data
inferredcites →https://doi.org/10.1109/36.134085openalex-snapshot
Backscattering from a randomly rough dielectric surface
inferredcites →https://doi.org/10.1109/36.789610openalex-snapshot
Soil moisture mapping at regional scales using microwave radiometry: the Southern Great Plains Hydrology Experiment
inferredcites →https://doi.org/10.1109/36.823917openalex-snapshot
Note on the multiple scattering in an IEM model
inferredcites →https://doi.org/10.1109/36.917912openalex-snapshot
A semi-empirical backscattering model at L-band and C-band for a soybean canopy with soil moisture inversion
inferredcites →https://doi.org/10.1109/igarss.2017.8127375openalex-snapshot
Improving satellite rainfall estimates over Tibetan plateau using in situ soil moisture observation and SMAP retrievals
inferredcites →https://doi.org/10.1109/igarss.2019.8898949openalex-snapshot
Copernicus Sentinel-1 Constellation Mission Operations Status
inferredcites →https://doi.org/10.1109/jstars.2011.2116769openalex-snapshot
Mapping Soil Moisture Using RADARSAT-2 Data and Local Autocorrelation Statistics
inferredcites →https://doi.org/10.1109/lgrs.2006.887146openalex-snapshot
Measuring Surface Roughness Height to Parameterize Radar Backscatter Models for Retrieval of Surface Soil Moisture
inferredcites →https://doi.org/10.1109/lgrs.2011.2158982openalex-snapshot
Evaluation of Radar Backscattering Models IEM, Oh, and Dubois for SAR Data in X-Band Over Bare Soils
inferredcites →https://doi.org/10.1109/lgrs.2014.2326890openalex-snapshot
Method for Soil Moisture and Surface Temperature Estimation in the Tibetan Plateau Using Spaceborne Radiometer Observations
inferredcites →https://doi.org/10.1109/lgrs.2017.2754961openalex-snapshot
Understanding the Heterogeneity of Soil Moisture and Evapotranspiration Using Multiscale Observations From Satellites, Airborne Sensors, and a Ground-Based Observation Matrix
inferredcites →https://doi.org/10.1109/tgrs.1985.289498openalex-snapshot
Microwave Dielectric Behavior of Wet Soil-Part II: Dielectric Mixing Models
inferredcites →https://doi.org/10.1109/tgrs.1995.477194openalex-snapshot
Corrections to "Measuring Soil Moisture with Imaging Radars"
inferredcites →https://doi.org/10.1109/tgrs.2002.806994openalex-snapshot
Soil moisture estimation from ERS/SAR data: toward an operational methodology
inferredcites →https://doi.org/10.1109/tgrs.2002.807587openalex-snapshot
Emission of rough surfaces calculated by the integral equation method with comparison to three-dimensional moment method simulations
inferredcites →https://doi.org/10.1109/tgrs.2003.813356openalex-snapshot
Use of multiincidence angle RADARSAT-1 SAR data to incorporate the effect of surface roughness in soil moisture estimation
inferredcites →https://doi.org/10.1109/tgrs.2003.821065openalex-snapshot
Quantitative Retrieval of Soil Moisture Content and Surface Roughness From Multipolarized Radar Observations of Bare Soil Surfaces
inferredcites →https://doi.org/10.1109/tgrs.2005.860488openalex-snapshot
Parameterization of tillage-induced single-scale soil roughness from 4-m profiles
inferredcites →https://doi.org/10.1109/tgrs.2007.909951openalex-snapshot
Soil moisture retrieval from remotely sensed data: Neural network approach versus Bayesian method
inferredcites →https://doi.org/10.1109/tgrs.2008.920370openalex-snapshot
A Comparison of Algorithms for Retrieving Soil Moisture from ENVISAT/ASAR Images
inferredcites →https://doi.org/10.1109/tgrs.2011.2174644openalex-snapshot
Wheat Canopy Structure and Surface Roughness Effects on Multiangle Observations at L-Band
inferredcites →https://doi.org/10.1109/tgrs.2015.2426194openalex-snapshot
A Global Sensitivity Analysis of Soil Parameters Associated With Backscattering Using the Advanced Integral Equation Model
inferredcites →https://doi.org/10.1109/tgrs.2015.2442999openalex-snapshot
A Bayesian Network-Based Method to Alleviate the Ill-Posed Inverse Problem: A Case Study on Leaf Area Index and Canopy Water Content Retrieval
inferredcites →https://doi.org/10.1109/tgrs.2015.2501372openalex-snapshot
Optimum Surface Roughness to Parameterize Advanced Integral Equation Model for Soil Moisture Retrieval in Prairie Area Using Radarsat-2 Data
inferredcites →https://doi.org/10.1109/tgrs.2017.2664078openalex-snapshot
Uncertainty Quantification of Soil Moisture Estimations Based on a Bayesian Probabilistic Inversion
inferredcites →https://doi.org/10.1175/bams-d-12-00203.1openalex-snapshot
A Multiscale Soil Moisture and Freeze–Thaw Monitoring Network on the Third Pole
inferredcites →https://doi.org/10.2166/nh.2007.029openalex-snapshot
Operational readiness of microwave remote sensing of soil moisture for hydrologic applications
inferredcites →https://doi.org/10.3390/rs11030335openalex-snapshot
Soil Moisture Variability in India: Relationship of Land Surface–Atmosphere Fields Using Maximum Covariance Analysis
inferredcites →https://doi.org/10.3390/rs12142303openalex-snapshot
Retrieval of High-Resolution Soil Moisture through Combination of Sentinel-1 and Sentinel-2 Data
inferredcites →https://doi.org/10.3390/rs12183037openalex-snapshot
Evaluation of Different Radiative Transfer Models for Microwave Backscatter Estimation of Wheat Fields
inferredcites →https://doi.org/10.3390/rs70201279openalex-snapshot
Modeling and Mapping Soil Moisture of Plateau Pasture Using RADARSAT-2 Imagery
inferredcites →https://doi.org/10.3390/rs8120990openalex-snapshot
MAPSM: A Spatio-Temporal Algorithm for Merging Soil Moisture from Active and Passive Microwave Remote Sensing
inferredcites →https://doi.org/10.3390/rs9070714openalex-snapshot
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
inferredcites →https://doi.org/10.3390/rs9090969openalex-snapshot
Calibration of the Water Cloud Model at C-Band for Winter Crop Fields and Grasslands
inferredcites →https://doi.org/10.3390/s17112617openalex-snapshot
Potential of Sentinel-1 Radar Data for the Assessment of Soil and Cereal Cover Parameters
inferredcites →https://doi.org/10.3390/s8074213openalex-snapshot
On the Soil Roughness Parameterization Problem in Soil Moisture Retrieval of Bare Surfaces from Synthetic Aperture Radar
inferredcites →https://doi.org/10.3390/s8095479openalex-snapshot
Impact of Soil Moisture Dynamics on ASAR σo Signatures and Its Spatial Variability Observed over the Tibetan Plateau
inferredcites →https://doi.org/10.5589/m02-020openalex-snapshot
A summary of experimental results to assess the contribution of SAR for mapping vegetation biomass and soil moisture
inferredcites →https://doi.org/10.5589/m10-055openalex-snapshot
Evaluation of the Dubois, Oh, and IEM radar backscatter models over agricultural fields using C-band RADARSAT-2 SAR image data

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Reconstruction of the Lost Saraswati River Course and its Associated Palaeochannels Using Multi-Sensor and Multi-Resolution Sar and Optical Images in the Northwestern Desertic Plains of Rajasthan, India
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Using Sentinel‐1 and Sentinel‐2 to assess the role of soil water content and vegetation cover in mitigating wind erosion in cultivated organic soil
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Integration of C-band SAR and high-resolution optical images for delineating palaeo-channels in Nagaur and Barmer districts, western Rajasthan, India
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Reconstruction of the lost Saraswati river course and its associated palaeochannels using multi-resolution SAR and MSS images in the northwestern desertic plains of Rajasthan, India
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Retrieval of 1 km surface soil moisture from Sentinel-1 over bare soil and grassland on the Qinghai-Tibetan Plateau
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Soil moisture retrieval from Sentinel-1: Lessons learned after more than a decade in orbit
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Soil moisture retrieval at high spatial resolution over alpine ecosystems on Nagqu-Tibetan plateau: A comparative study on semiempirical and machine learning approaches
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Assessing the impact of polarization on soil moisture retrieval using C-band SAR data across diverse crop structures
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100-m-resolution surface soil moisture data during the thawing season on the Qinghai‒Tibet Plateau
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A comparison of three surface roughness characterization techniques: photogrammetry, pin profiler, and smartphone-based LiDAR
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Assessing the Feasibility and Uncertainty of Estimating Multidepth Soil Moisture Over the Qinghai–Tibet Plateau Using Microwave Scattering and Regression Models
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Assessing the Impact of Polarization on Soil Moisture Retrieval Using C-band SAR Data Across Diverse Crop Structures
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Retrieving the Soil Moisture in Bare Farmland Areas Using a Modified Dubois Model
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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
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Soil Moisture Retrieval Using Microwave Remote Sensing Data and a Deep Belief Network in the Naqu Region of the Tibetan Plateau
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Soil Moisture Inversion in Grassland Ecosystem Using Remote Sensing Considering Different Grazing Intensities and Growing Seasons
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Retrieving Soil Moisture in the First-Level Tributary of the Yellow River–Wanchuan River Basin Based on CD Algorithm and Sentinel-1/2 Data
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Estimation of soil moisture using WCM model and Sentinel satellite imagery for irrigation scheduling of sugarcane fields
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