Articles | Volume 15, issue 1
https://doi.org/10.5194/hess-15-75-2011
© Author(s) 2011. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/hess-15-75-2011
© Author(s) 2011. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
A dynamic approach for evaluating coarse scale satellite soil moisture products
A. Loew
Max-Planck-Institute for Meteorology, KlimaCampus, Hamburg, Germany
F. Schlenz
Department of Geography, University of Munich, Munich, Germany
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- Estimation of the temporal autocorrelation structure by the collocation technique with an emphasis on soil moisture studies S. Zwieback et al. 10.1080/02626667.2013.839876
- Global-scale comparison of passive (SMOS) and active (ASCAT) satellite based microwave soil moisture retrievals with soil moisture simulations (MERRA-Land) A. Al-Yaari et al. 10.1016/j.rse.2014.07.013
- Validation of the ESA CCI soil moisture product in China R. An et al. 10.1016/j.jag.2015.09.009
- Inferring catchment precipitation by doing hydrology backward: A test in 24 small and mesoscale catchments in Luxembourg R. Krier et al. 10.1029/2011WR010657
- Trajectory based detection of forest-change impacts on surface soil moisture at a basin scale [Poyang Lake Basin, China] H. Feng & Y. Liu 10.1016/j.jhydrol.2014.04.044
- The puzzle of soil Moisture: Unravelling its dynamics in a watershed with complex physiographic features S. Sharma et al. 10.1016/j.catena.2024.108371
- Triple Collocation of Ground-, Satellite- and Land Surface Model-Based Surface Soil Moisture Products in Oklahoma Part II: New Multi-Sensor Soil Moisture (MSSM) Product Z. Hong et al. 10.3390/rs15133450
- Stochastic Bias Correction and Uncertainty Estimation of Satellite-Retrieved Soil Moisture Products J. Lee et al. 10.3390/rs9080847
- Evaluation of remotely sensed and reanalysis soil moisture products over the Tibetan Plateau using in-situ observations J. Zeng et al. 10.1016/j.rse.2015.03.008
- A Hybrid Triple Collocation-Deep Learning Approach for Improving Soil Moisture Estimation from Satellite and Model-Based Data W. Ming et al. 10.3390/rs14071744
- Spatial distribution and possible sources of SMOS errors at the global scale D. Leroux et al. 10.1016/j.rse.2013.02.017
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- Application of observation operators for field scale soil moisture averages and variances in agricultural landscapes E. Han et al. 10.1016/j.jhydrol.2012.03.035
- Evaluating the Effects of Climate Change and Human Activities on the Seasonal Trends and Spatial Heterogeneity of Soil Moisture E. Zhang et al. 10.3390/rs14194862
- Improving prediction accuracy of soil water storage through reducing sampling frequency X. Li et al. 10.1016/j.eja.2022.126502
- Soil Moisture Retrieval Based on GPS Signal Strength Attenuation F. Koch et al. 10.3390/w8070276
- Estimation of root zone soil moisture at point scale based on soil water measurements from cosmic-ray neutron sensing in a karst catchment X. Li et al. 10.1016/j.agwat.2023.108511
- Validation of Spaceborne and Modelled Surface Soil Moisture Products with Cosmic-Ray Neutron Probes C. Montzka et al. 10.3390/rs9020103
- Determination of the relationship among compound Topographic Index (CTI), soil properties and land-use in karst ecosystems T. Dindaroglu et al. 10.1080/02723646.2021.1961361
- Spatial upscaling of in-situ soil moisture measurements based on MODIS-derived apparent thermal inertia J. Qin et al. 10.1016/j.rse.2013.07.003
- Spatial representativeness of soil moisture using in situ, remote sensing, and land reanalysis data N. Nicolai‐Shaw et al. 10.1002/2015JD023305
- Comparison of SMOS, modelled andin situlong-term soil moisture series in the northwest of Spain A. Gumuzzio et al. 10.1080/02626667.2016.1151981
- An Initial Assessment of SMOS Derived Soil Moisture over the Continental United States M. Pan et al. 10.1109/JSTARS.2012.2194477
- Validation practices for satellite‐based Earth observation data across communities A. Loew et al. 10.1002/2017RG000562
- Characterizing Coarse‐Scale Representativeness of in situ Soil Moisture Measurements from the International Soil Moisture Network A. Gruber et al. 10.2136/vzj2012.0170
- On the Variability in the Temporal Stability Pattern of Soil Moisture Under Mediterranean Conditions Á. González-Zamora et al. 10.3389/sjss.2024.12839
- Structural and statistical properties of the collocation technique for error characterization S. Zwieback et al. 10.5194/npg-19-69-2012
- Analysis of SMOS brightness temperature and vegetation optical depth data with coupled land surface and radiative transfer models in Southern Germany F. Schlenz et al. 10.5194/hess-16-3517-2012
- Uncertainty Assessment of the SMOS Validation in the Upper Danube Catchment F. Schlenz et al. 10.1109/TGRS.2011.2171694
- Soil moisture estimation through ASCAT and AMSR-E sensors: An intercomparison and validation study across Europe L. Brocca et al. 10.1016/j.rse.2011.08.003
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- SMOS soil moisture product evaluation over West-Africa from local to regional scale S. Louvet et al. 10.1016/j.rse.2014.10.005
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- Evaluation of soil moisture extremes for agricultural productivity in the Canadian prairies C. Champagne et al. 10.1016/j.agrformet.2012.06.003
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- Spatial Estimates of Soil Moisture for Understanding Ecological Potential and Risk: A Case Study for Arid and Semi-Arid Ecosystems M. O’Donnell & D. Manier 10.3390/land11101856
- Evaluation analysis of NASA SMAP L3 and L4 and SPoRT-LIS soil moisture data in the United States A. Tavakol et al. 10.1016/j.rse.2019.05.006
- Forecasting monthly soil moisture at broad spatial scales in sub-Saharan Africa using three time-series models: evidence from four decades of remotely sensed data S. Tesfamichael et al. 10.1080/22797254.2023.2246638
- A Downscaling Approach for SMOS Land Observations: Evaluation of High-Resolution Soil Moisture Maps Over the Iberian Peninsula M. Piles et al. 10.1109/JSTARS.2014.2325398
- Evaluation of the ESA CCI soil moisture product using ground-based observations W. Dorigo et al. 10.1016/j.rse.2014.07.023
- Characterizing the accuracy of satellite-based products to detect soil moisture at the global scale X. Min et al. 10.1016/j.geoderma.2023.116388
- The impact of land surface temperature on soil moisture anomaly detection from passive microwave observations R. Parinussa et al. 10.5194/hess-15-3135-2011
- Surface Soil Moisture Retrieval Using Optical/Thermal Infrared Remote Sensing Data Y. Wang et al. 10.1109/TGRS.2018.2817370
- Multi‐Timescale Analysis of the Spatial Representativeness of In Situ Soil Moisture Data within Satellite Footprints B. Molero et al. 10.1002/2017JD027478
- Updated validation of ACE and OSIRIS ozone and NO2 measurements in the Arctic using ground-based instruments at Eureka, Canada K. Bognar et al. 10.1016/j.jqsrt.2019.07.014
- Temporal Variability of Uncertainty in Pixel-Wise Soil Moisture: Implications for Satellite Validation H. Feng et al. 10.3390/rs70505398
- A Multiscale Deep Learning Model for Soil Moisture Integrating Satellite and In Situ Data J. Liu et al. 10.1029/2021GL096847
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- Spatial Downscaling of Satellite Soil Moisture Data Using a Vegetation Temperature Condition Index J. Peng et al. 10.1109/TGRS.2015.2462074
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- Time-variant error characterization of SMAP and ASCAT soil moisture using Triple Collocation Analysis K. Wu et al. 10.1016/j.rse.2021.112324
- A First Assessment of the SMOS Soil Moisture Product With In Situ and Modeled Data in Italy and Luxembourg T. Lacava et al. 10.1109/TGRS.2012.2186819
- Stand-alone error characterisation of microwave satellite soil moisture using a Fourier method C. Su et al. 10.1016/j.rse.2014.08.014
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87 citations as recorded by crossref.
- First Results of SMOS Soil Moisture Validation in the Upper Danube Catchment J. dall'Amico et al. 10.1109/TGRS.2011.2171496
- Application of Triple Collocation in Ground-Based Validation of Soil Moisture Active/Passive (SMAP) Level 2 Data Products F. Chen et al. 10.1109/JSTARS.2016.2569998
- A global-scale intercomparison of Triple Collocation Analysis- and ground-based soil moisture time-variant errors derived from different rescaling techniques K. Wu et al. 10.1016/j.rse.2022.113387
- Operational assimilation of ASCAT surface soil wetness at the Met Office I. Dharssi et al. 10.5194/hess-15-2729-2011
- Performance of Global Soil Moisture Products in Crop Growing Region of Central India S. Rao et al. 10.1007/s12524-015-0496-7
- Error decomposition of nine passive and active microwave satellite soil moisture data sets over Australia C. Su et al. 10.1016/j.rse.2016.05.008
- A Review of Satellite-Derived Soil Moisture and Its Usage for Flood Estimation S. Kim et al. 10.1007/s41976-019-00025-7
- A New International Network for in Situ Soil Moisture Data W. Dorigo et al. 10.1029/2011EO170001
- Estimation of the temporal autocorrelation structure by the collocation technique with an emphasis on soil moisture studies S. Zwieback et al. 10.1080/02626667.2013.839876
- Global-scale comparison of passive (SMOS) and active (ASCAT) satellite based microwave soil moisture retrievals with soil moisture simulations (MERRA-Land) A. Al-Yaari et al. 10.1016/j.rse.2014.07.013
- Validation of the ESA CCI soil moisture product in China R. An et al. 10.1016/j.jag.2015.09.009
- Inferring catchment precipitation by doing hydrology backward: A test in 24 small and mesoscale catchments in Luxembourg R. Krier et al. 10.1029/2011WR010657
- Trajectory based detection of forest-change impacts on surface soil moisture at a basin scale [Poyang Lake Basin, China] H. Feng & Y. Liu 10.1016/j.jhydrol.2014.04.044
- The puzzle of soil Moisture: Unravelling its dynamics in a watershed with complex physiographic features S. Sharma et al. 10.1016/j.catena.2024.108371
- Triple Collocation of Ground-, Satellite- and Land Surface Model-Based Surface Soil Moisture Products in Oklahoma Part II: New Multi-Sensor Soil Moisture (MSSM) Product Z. Hong et al. 10.3390/rs15133450
- Stochastic Bias Correction and Uncertainty Estimation of Satellite-Retrieved Soil Moisture Products J. Lee et al. 10.3390/rs9080847
- Evaluation of remotely sensed and reanalysis soil moisture products over the Tibetan Plateau using in-situ observations J. Zeng et al. 10.1016/j.rse.2015.03.008
- A Hybrid Triple Collocation-Deep Learning Approach for Improving Soil Moisture Estimation from Satellite and Model-Based Data W. Ming et al. 10.3390/rs14071744
- Spatial distribution and possible sources of SMOS errors at the global scale D. Leroux et al. 10.1016/j.rse.2013.02.017
- Recent advances in (soil moisture) triple collocation analysis A. Gruber et al. 10.1016/j.jag.2015.09.002
- Application of observation operators for field scale soil moisture averages and variances in agricultural landscapes E. Han et al. 10.1016/j.jhydrol.2012.03.035
- Evaluating the Effects of Climate Change and Human Activities on the Seasonal Trends and Spatial Heterogeneity of Soil Moisture E. Zhang et al. 10.3390/rs14194862
- Improving prediction accuracy of soil water storage through reducing sampling frequency X. Li et al. 10.1016/j.eja.2022.126502
- Soil Moisture Retrieval Based on GPS Signal Strength Attenuation F. Koch et al. 10.3390/w8070276
- Estimation of root zone soil moisture at point scale based on soil water measurements from cosmic-ray neutron sensing in a karst catchment X. Li et al. 10.1016/j.agwat.2023.108511
- Validation of Spaceborne and Modelled Surface Soil Moisture Products with Cosmic-Ray Neutron Probes C. Montzka et al. 10.3390/rs9020103
- Determination of the relationship among compound Topographic Index (CTI), soil properties and land-use in karst ecosystems T. Dindaroglu et al. 10.1080/02723646.2021.1961361
- Spatial upscaling of in-situ soil moisture measurements based on MODIS-derived apparent thermal inertia J. Qin et al. 10.1016/j.rse.2013.07.003
- Spatial representativeness of soil moisture using in situ, remote sensing, and land reanalysis data N. Nicolai‐Shaw et al. 10.1002/2015JD023305
- Comparison of SMOS, modelled andin situlong-term soil moisture series in the northwest of Spain A. Gumuzzio et al. 10.1080/02626667.2016.1151981
- An Initial Assessment of SMOS Derived Soil Moisture over the Continental United States M. Pan et al. 10.1109/JSTARS.2012.2194477
- Validation practices for satellite‐based Earth observation data across communities A. Loew et al. 10.1002/2017RG000562
- Characterizing Coarse‐Scale Representativeness of in situ Soil Moisture Measurements from the International Soil Moisture Network A. Gruber et al. 10.2136/vzj2012.0170
- On the Variability in the Temporal Stability Pattern of Soil Moisture Under Mediterranean Conditions Á. González-Zamora et al. 10.3389/sjss.2024.12839
- Structural and statistical properties of the collocation technique for error characterization S. Zwieback et al. 10.5194/npg-19-69-2012
- Analysis of SMOS brightness temperature and vegetation optical depth data with coupled land surface and radiative transfer models in Southern Germany F. Schlenz et al. 10.5194/hess-16-3517-2012
- Uncertainty Assessment of the SMOS Validation in the Upper Danube Catchment F. Schlenz et al. 10.1109/TGRS.2011.2171694
- Soil moisture estimation through ASCAT and AMSR-E sensors: An intercomparison and validation study across Europe L. Brocca et al. 10.1016/j.rse.2011.08.003
- Estimating time-dependent vegetation biases in the SMAP soil moisture product S. Zwieback et al. 10.5194/hess-22-4473-2018
- Assessment of Level-3 Gridded Global Precipitation Mission (GPM) Products Over Oceans S. Khan & V. Maggioni 10.3390/rs11030255
- Spatiotemporal Analysis of Soil Moisture and Optimal Sampling Design for Regional‐Scale Soil Moisture Estimation in a Tropical Watershed of India G. Singh et al. 10.1029/2018WR024044
- Connectivity and topographic thresholds in bi-hourly soil moisture measurements along transects on a steep hillslope S. Kim 10.1016/j.jhydrol.2013.11.010
- Hyperspectral Optical, Thermal, and Microwave L-Band Observations For Soil Moisture Retrieval at Very High Spatial Resolution N. Sánchez et al. 10.14358/PERS.80.8.745
- Challenges in flood modeling over data-scarce regions: how to exploit globally available soil moisture products to estimate antecedent soil wetness conditions in Morocco E. El Khalki et al. 10.5194/nhess-20-2591-2020
- Multi-scale temporal stability analysis of surface and subsurface soil moisture within the Upper Cedar Creek Watershed, Indiana G. Heathman et al. 10.1016/j.catena.2012.03.008
- SMOS soil moisture product evaluation over West-Africa from local to regional scale S. Louvet et al. 10.1016/j.rse.2014.10.005
- Operational Soil Moisture from ASCAT in Support of Water Resources Management K. Deng et al. 10.3390/rs11050579
- Use of SMOS L3 Soil Moisture Data: Validation and Drought Assessment for Pernambuco State, Northeast Brazil A. Souza et al. 10.3390/rs10081314
- Time-varying quadruple collocation for enhanced satellite and reanalysis precipitation data error estimation and integration A. Alcantara & K. Ahn 10.1016/j.jag.2024.103692
- Evaluation of soil moisture extremes for agricultural productivity in the Canadian prairies C. Champagne et al. 10.1016/j.agrformet.2012.06.003
- Effects of Meteorological and Ancillary Data, Temporal Averaging, and Evaluation Methods on Model Performance and Uncertainty in a Land Surface Model C. Ménard et al. 10.1175/JHM-D-15-0013.1
- Spatial Estimates of Soil Moisture for Understanding Ecological Potential and Risk: A Case Study for Arid and Semi-Arid Ecosystems M. O’Donnell & D. Manier 10.3390/land11101856
- Evaluation analysis of NASA SMAP L3 and L4 and SPoRT-LIS soil moisture data in the United States A. Tavakol et al. 10.1016/j.rse.2019.05.006
- Forecasting monthly soil moisture at broad spatial scales in sub-Saharan Africa using three time-series models: evidence from four decades of remotely sensed data S. Tesfamichael et al. 10.1080/22797254.2023.2246638
- A Downscaling Approach for SMOS Land Observations: Evaluation of High-Resolution Soil Moisture Maps Over the Iberian Peninsula M. Piles et al. 10.1109/JSTARS.2014.2325398
- Evaluation of the ESA CCI soil moisture product using ground-based observations W. Dorigo et al. 10.1016/j.rse.2014.07.023
- Characterizing the accuracy of satellite-based products to detect soil moisture at the global scale X. Min et al. 10.1016/j.geoderma.2023.116388
- The impact of land surface temperature on soil moisture anomaly detection from passive microwave observations R. Parinussa et al. 10.5194/hess-15-3135-2011
- Surface Soil Moisture Retrieval Using Optical/Thermal Infrared Remote Sensing Data Y. Wang et al. 10.1109/TGRS.2018.2817370
- Multi‐Timescale Analysis of the Spatial Representativeness of In Situ Soil Moisture Data within Satellite Footprints B. Molero et al. 10.1002/2017JD027478
- Updated validation of ACE and OSIRIS ozone and NO2 measurements in the Arctic using ground-based instruments at Eureka, Canada K. Bognar et al. 10.1016/j.jqsrt.2019.07.014
- Temporal Variability of Uncertainty in Pixel-Wise Soil Moisture: Implications for Satellite Validation H. Feng et al. 10.3390/rs70505398
- A Multiscale Deep Learning Model for Soil Moisture Integrating Satellite and In Situ Data J. Liu et al. 10.1029/2021GL096847
- Inter-comparison and integration of different soil moisture downscaling methods over the Qinghai-Tibet Plateau Y. Shangguan et al. 10.1016/j.jhydrol.2022.129014
- Spatial Downscaling of Satellite Soil Moisture Data Using a Vegetation Temperature Condition Index J. Peng et al. 10.1109/TGRS.2015.2462074
- Spatial Representativeness Analysis for Snow Depth Measurements of Meteorological Stations in Northeast China Y. Wang & Z. Zheng 10.1175/JHM-D-19-0134.1
- Combined effects of precipitation and air temperature on soil moisture in different land covers in a humid basin H. Feng & Y. Liu 10.1016/j.jhydrol.2015.11.016
- Triple Collocation-Based Merging of Satellite Soil Moisture Retrievals A. Gruber et al. 10.1109/TGRS.2017.2734070
- Time-variant error characterization of SMAP and ASCAT soil moisture using Triple Collocation Analysis K. Wu et al. 10.1016/j.rse.2021.112324
- A First Assessment of the SMOS Soil Moisture Product With In Situ and Modeled Data in Italy and Luxembourg T. Lacava et al. 10.1109/TGRS.2012.2186819
- Stand-alone error characterisation of microwave satellite soil moisture using a Fourier method C. Su et al. 10.1016/j.rse.2014.08.014
- Multi-scale analysis of bias correction of soil moisture C. Su & D. Ryu 10.5194/hess-19-17-2015
- Catchment scale soil moisture spatial–temporal variability L. Brocca et al. 10.1016/j.jhydrol.2011.12.039
- Comparative study of soil moisture estimations from SMOS satellite mission, GLDAS database, and cosmic-ray neutrons measurements at COSMOS station in Eastern Poland M. Kędzior & J. Zawadzki 10.1016/j.geoderma.2016.07.023
- Validation of the SMOS L2 Soil Moisture Data in the REMEDHUS Network (Spain) N. Sanchez et al. 10.1109/TGRS.2012.2186971
- A fine-resolution soil moisture dataset for China in 2002–2018 X. Meng et al. 10.5194/essd-13-3239-2021
- Assessment of reanalysis soil moisture products in the permafrost regions of the central of the Qinghai–Tibet Plateau Y. Qin et al. 10.1002/hyp.11383
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