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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Cited
95 citations as recorded by crossref.
- First Results of SMOS Soil Moisture Validation in the Upper Danube Catchment J. dall'Amico et al.
- Application of Triple Collocation in Ground-Based Validation of Soil Moisture Active/Passive (SMAP) Level 2 Data Products F. Chen et al.
- Accounting for seasonal retrieval errors in the merging of multi-sensor satellite soil moisture products P. Stradiotti et al.
- Operational assimilation of ASCAT surface soil wetness at the Met Office I. Dharssi et al.
- Error decomposition of nine passive and active microwave satellite soil moisture data sets over Australia C. Su et al.
- A newly merging approach of multiple precipitation products by combining time-varying quadruple collocation and random forest spatial interpolation S. Xu et al.
- 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.
- Inferring catchment precipitation by doing hydrology backward: A test in 24 small and mesoscale catchments in Luxembourg R. Krier et al.
- Trajectory based detection of forest-change impacts on surface soil moisture at a basin scale [Poyang Lake Basin, China] H. Feng & Y. Liu
- Spatial distribution and possible sources of SMOS errors at the global scale D. Leroux et al.
- Soil Moisture Retrieval Based on GPS Signal Strength Attenuation F. Koch et al.
- 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.
- Validation of Spaceborne and Modelled Surface Soil Moisture Products with Cosmic-Ray Neutron Probes C. Montzka et al.
- Determination of the relationship among compound Topographic Index (CTI), soil properties and land-use in karst ecosystems T. Dindaroglu et al.
- Spatial representativeness of soil moisture using in situ, remote sensing, and land reanalysis data N. Nicolai‐Shaw et al.
- Upscaling of Soil Moisture over Highly Heterogeneous Surfaces and Validation of SMAP Product J. Qin et al.
- An Initial Assessment of SMOS Derived Soil Moisture over the Continental United States M. Pan et al.
- Validation practices for satellite‐based Earth observation data across communities A. Loew et al.
- Characterizing Coarse‐Scale Representativeness of in situ Soil Moisture Measurements from the International Soil Moisture Network A. Gruber et al.
- Structural and statistical properties of the collocation technique for error characterization S. Zwieback et al.
- 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.
- Evaluation and analysis of root zone soil moisture products in the frozen soil of the western Daxinganling Mountains based on In-Situ data W. Shan et al.
- Uncertainty Assessment of the SMOS Validation in the Upper Danube Catchment F. Schlenz et al.
- Global soil moisture dynamics: attribution of contributions and their association with GPP Y. Li et al.
- 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.
- Multi-scale temporal stability analysis of surface and subsurface soil moisture within the Upper Cedar Creek Watershed, Indiana G. Heathman et al.
- SMOS soil moisture product evaluation over West-Africa from local to regional scale S. Louvet et al.
- Operational Soil Moisture from ASCAT in Support of Water Resources Management K. Deng et al.
- Time-varying quadruple collocation for enhanced satellite and reanalysis precipitation data error estimation and integration A. Alcantara & K. Ahn
- Evaluation analysis of NASA SMAP L3 and L4 and SPoRT-LIS soil moisture data in the United States A. Tavakol et al.
- A Downscaling Approach for SMOS Land Observations: Evaluation of High-Resolution Soil Moisture Maps Over the Iberian Peninsula M. Piles et al.
- Evaluation of the ESA CCI soil moisture product using ground-based observations W. Dorigo et al.
- The impact of land surface temperature on soil moisture anomaly detection from passive microwave observations R. Parinussa et al.
- Updated validation of ACE and OSIRIS ozone and NO2 measurements in the Arctic using ground-based instruments at Eureka, Canada K. Bognar et al.
- Temporal Variability of Uncertainty in Pixel-Wise Soil Moisture: Implications for Satellite Validation H. Feng et al.
- Spatial Downscaling of Satellite Soil Moisture Data Using a Vegetation Temperature Condition Index J. Peng et al.
- Triple Collocation-Based Merging of Satellite Soil Moisture Retrievals A. Gruber et al.
- Time-variant error characterization of SMAP and ASCAT soil moisture using Triple Collocation Analysis K. Wu et al.
- A First Assessment of the SMOS Soil Moisture Product With In Situ and Modeled Data in Italy and Luxembourg T. Lacava et al.
- Stand-alone error characterisation of microwave satellite soil moisture using a Fourier method C. Su et al.
- Multi-scale analysis of bias correction of soil moisture C. Su & D. Ryu
- Intercomparison of Leaf Area Index Products Derived from Satellite Data over the Heihe River Basin P. Zhou et al.
- A microwave-optical/infrared disaggregation for improving spatial representation of soil moisture using AMSR-E and MODIS products M. Choi & Y. Hur
- The Impact of Quadratic Nonlinear Relations between Soil Moisture Products on Uncertainty Estimates from Triple Collocation Analysis and Two Quadratic Extensions S. Zwieback et al.
- Improving operational flood ensemble prediction by the assimilation of satellite soil moisture: comparison between lumped and semi-distributed schemes C. Alvarez-Garreton et al.
- Triple Collocation Evaluation of In Situ Soil Moisture Observations from 1200+ Stations as part of the U.S. National Soil Moisture Network T. Ford et al.
- Intercomparison of recent microwave satellite soil moisture products on European ecoregions A. Mazzariello et al.
- The International Soil Moisture Network: a data hosting facility for global in situ soil moisture measurements W. Dorigo et al.
- 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.
- Performance of Global Soil Moisture Products in Crop Growing Region of Central India S. Rao et al.
- A Review of Satellite-Derived Soil Moisture and Its Usage for Flood Estimation S. Kim et al.
- A New International Network for in Situ Soil Moisture Data W. Dorigo et al.
- Estimation of the temporal autocorrelation structure by the collocation technique with an emphasis on soil moisture studies S. Zwieback et al.
- Validation of the ESA CCI soil moisture product in China R. An et al.
- The puzzle of soil Moisture: Unravelling its dynamics in a watershed with complex physiographic features S. Sharma et al.
- 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.
- Performance Evaluation and Spatiotemporal Dynamics of Nine Reanalysis and Remote Sensing Evapotranspiration Products in China Y. Liu et al.
- Stochastic Bias Correction and Uncertainty Estimation of Satellite-Retrieved Soil Moisture Products J. Lee et al.
- Evaluation of remotely sensed and reanalysis soil moisture products over the Tibetan Plateau using in-situ observations J. Zeng et al.
- A Hybrid Triple Collocation-Deep Learning Approach for Improving Soil Moisture Estimation from Satellite and Model-Based Data W. Ming et al.
- Recent advances in (soil moisture) triple collocation analysis A. Gruber et al.
- Application of observation operators for field scale soil moisture averages and variances in agricultural landscapes E. Han et al.
- Evaluating the Effects of Climate Change and Human Activities on the Seasonal Trends and Spatial Heterogeneity of Soil Moisture E. Zhang et al.
- Improving prediction accuracy of soil water storage through reducing sampling frequency X. Li et al.
- Spatial upscaling of in-situ soil moisture measurements based on MODIS-derived apparent thermal inertia J. Qin et al.
- Comparison of SMOS, modelled andin situlong-term soil moisture series in the northwest of Spain A. Gumuzzio et al.
- On the Variability in the Temporal Stability Pattern of Soil Moisture Under Mediterranean Conditions Á. González-Zamora et al.
- Soil moisture estimation through ASCAT and AMSR-E sensors: An intercomparison and validation study across Europe L. Brocca et al.
- Estimating time-dependent vegetation biases in the SMAP soil moisture product S. Zwieback et al.
- Assessment of Level-3 Gridded Global Precipitation Mission (GPM) Products Over Oceans S. Khan & V. Maggioni
- Connectivity and topographic thresholds in bi-hourly soil moisture measurements along transects on a steep hillslope S. Kim
- Hyperspectral Optical, Thermal, and Microwave L-Band Observations For Soil Moisture Retrieval at Very High Spatial Resolution N. Sánchez et al.
- 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.
- Use of SMOS L3 Soil Moisture Data: Validation and Drought Assessment for Pernambuco State, Northeast Brazil A. Souza et al.
- Evaluation of soil moisture extremes for agricultural productivity in the Canadian prairies C. Champagne et al.
- 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.
- 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
- 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.
- Characterizing the accuracy of satellite-based products to detect soil moisture at the global scale X. Min et al.
- Surface Soil Moisture Retrieval Using Optical/Thermal Infrared Remote Sensing Data Y. Wang et al.
- Multi‐Timescale Analysis of the Spatial Representativeness of In Situ Soil Moisture Data within Satellite Footprints B. Molero et al.
- A Multiscale Deep Learning Model for Soil Moisture Integrating Satellite and In Situ Data J. Liu et al.
- Inter-comparison and integration of different soil moisture downscaling methods over the Qinghai-Tibet Plateau Y. Shangguan et al.
- Spatial Representativeness Analysis for Snow Depth Measurements of Meteorological Stations in Northeast China Y. Wang & Z. Zheng
- Combined effects of precipitation and air temperature on soil moisture in different land covers in a humid basin H. Feng & Y. Liu
- Catchment scale soil moisture spatial–temporal variability L. Brocca et al.
- 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
- Validation of the SMOS L2 Soil Moisture Data in the REMEDHUS Network (Spain) N. Sanchez et al.
- A fine-resolution soil moisture dataset for China in 2002–2018 X. Meng et al.
- A Fusion Strategy for High-Accuracy Multilayer Soil Moisture Downscaling and Mapping X. Zhang et al.
- Assessment of reanalysis soil moisture products in the permafrost regions of the central of the Qinghai–Tibet Plateau Y. Qin et al.
- A study of field-scale soil moisture variability using the COsmic-ray Soil Moisture Observing System (COSMOS) at IITM Pune site M. Mujumdar et al.
- Analysis of spatial variability of near-surface soilmoisture to increase rainfall-runoff modellingaccuracy in SW Hungary P. Hegedüs et al.
- Validation of satellite-based soil moisture retrievals from SMAP with in situ observation in the Simineh-Zarrineh (Bokan) Catchment, NW of Iran K. Maleki et al.
- Reconstructing and analyzing China's fifty-nine year (1951–2009) drought history using hydrological model simulation Z. Wu et al.
95 citations as recorded by crossref.
- First Results of SMOS Soil Moisture Validation in the Upper Danube Catchment J. dall'Amico et al.
- Application of Triple Collocation in Ground-Based Validation of Soil Moisture Active/Passive (SMAP) Level 2 Data Products F. Chen et al.
- Accounting for seasonal retrieval errors in the merging of multi-sensor satellite soil moisture products P. Stradiotti et al.
- Operational assimilation of ASCAT surface soil wetness at the Met Office I. Dharssi et al.
- Error decomposition of nine passive and active microwave satellite soil moisture data sets over Australia C. Su et al.
- A newly merging approach of multiple precipitation products by combining time-varying quadruple collocation and random forest spatial interpolation S. Xu et al.
- 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.
- Inferring catchment precipitation by doing hydrology backward: A test in 24 small and mesoscale catchments in Luxembourg R. Krier et al.
- Trajectory based detection of forest-change impacts on surface soil moisture at a basin scale [Poyang Lake Basin, China] H. Feng & Y. Liu
- Spatial distribution and possible sources of SMOS errors at the global scale D. Leroux et al.
- Soil Moisture Retrieval Based on GPS Signal Strength Attenuation F. Koch et al.
- 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.
- Validation of Spaceborne and Modelled Surface Soil Moisture Products with Cosmic-Ray Neutron Probes C. Montzka et al.
- Determination of the relationship among compound Topographic Index (CTI), soil properties and land-use in karst ecosystems T. Dindaroglu et al.
- Spatial representativeness of soil moisture using in situ, remote sensing, and land reanalysis data N. Nicolai‐Shaw et al.
- Upscaling of Soil Moisture over Highly Heterogeneous Surfaces and Validation of SMAP Product J. Qin et al.
- An Initial Assessment of SMOS Derived Soil Moisture over the Continental United States M. Pan et al.
- Validation practices for satellite‐based Earth observation data across communities A. Loew et al.
- Characterizing Coarse‐Scale Representativeness of in situ Soil Moisture Measurements from the International Soil Moisture Network A. Gruber et al.
- Structural and statistical properties of the collocation technique for error characterization S. Zwieback et al.
- 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.
- Evaluation and analysis of root zone soil moisture products in the frozen soil of the western Daxinganling Mountains based on In-Situ data W. Shan et al.
- Uncertainty Assessment of the SMOS Validation in the Upper Danube Catchment F. Schlenz et al.
- Global soil moisture dynamics: attribution of contributions and their association with GPP Y. Li et al.
- 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.
- Multi-scale temporal stability analysis of surface and subsurface soil moisture within the Upper Cedar Creek Watershed, Indiana G. Heathman et al.
- SMOS soil moisture product evaluation over West-Africa from local to regional scale S. Louvet et al.
- Operational Soil Moisture from ASCAT in Support of Water Resources Management K. Deng et al.
- Time-varying quadruple collocation for enhanced satellite and reanalysis precipitation data error estimation and integration A. Alcantara & K. Ahn
- Evaluation analysis of NASA SMAP L3 and L4 and SPoRT-LIS soil moisture data in the United States A. Tavakol et al.
- A Downscaling Approach for SMOS Land Observations: Evaluation of High-Resolution Soil Moisture Maps Over the Iberian Peninsula M. Piles et al.
- Evaluation of the ESA CCI soil moisture product using ground-based observations W. Dorigo et al.
- The impact of land surface temperature on soil moisture anomaly detection from passive microwave observations R. Parinussa et al.
- Updated validation of ACE and OSIRIS ozone and NO2 measurements in the Arctic using ground-based instruments at Eureka, Canada K. Bognar et al.
- Temporal Variability of Uncertainty in Pixel-Wise Soil Moisture: Implications for Satellite Validation H. Feng et al.
- Spatial Downscaling of Satellite Soil Moisture Data Using a Vegetation Temperature Condition Index J. Peng et al.
- Triple Collocation-Based Merging of Satellite Soil Moisture Retrievals A. Gruber et al.
- Time-variant error characterization of SMAP and ASCAT soil moisture using Triple Collocation Analysis K. Wu et al.
- A First Assessment of the SMOS Soil Moisture Product With In Situ and Modeled Data in Italy and Luxembourg T. Lacava et al.
- Stand-alone error characterisation of microwave satellite soil moisture using a Fourier method C. Su et al.
- Multi-scale analysis of bias correction of soil moisture C. Su & D. Ryu
- Intercomparison of Leaf Area Index Products Derived from Satellite Data over the Heihe River Basin P. Zhou et al.
- A microwave-optical/infrared disaggregation for improving spatial representation of soil moisture using AMSR-E and MODIS products M. Choi & Y. Hur
- The Impact of Quadratic Nonlinear Relations between Soil Moisture Products on Uncertainty Estimates from Triple Collocation Analysis and Two Quadratic Extensions S. Zwieback et al.
- Improving operational flood ensemble prediction by the assimilation of satellite soil moisture: comparison between lumped and semi-distributed schemes C. Alvarez-Garreton et al.
- Triple Collocation Evaluation of In Situ Soil Moisture Observations from 1200+ Stations as part of the U.S. National Soil Moisture Network T. Ford et al.
- Intercomparison of recent microwave satellite soil moisture products on European ecoregions A. Mazzariello et al.
- The International Soil Moisture Network: a data hosting facility for global in situ soil moisture measurements W. Dorigo et al.
- 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.
- Performance of Global Soil Moisture Products in Crop Growing Region of Central India S. Rao et al.
- A Review of Satellite-Derived Soil Moisture and Its Usage for Flood Estimation S. Kim et al.
- A New International Network for in Situ Soil Moisture Data W. Dorigo et al.
- Estimation of the temporal autocorrelation structure by the collocation technique with an emphasis on soil moisture studies S. Zwieback et al.
- Validation of the ESA CCI soil moisture product in China R. An et al.
- The puzzle of soil Moisture: Unravelling its dynamics in a watershed with complex physiographic features S. Sharma et al.
- 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.
- Performance Evaluation and Spatiotemporal Dynamics of Nine Reanalysis and Remote Sensing Evapotranspiration Products in China Y. Liu et al.
- Stochastic Bias Correction and Uncertainty Estimation of Satellite-Retrieved Soil Moisture Products J. Lee et al.
- Evaluation of remotely sensed and reanalysis soil moisture products over the Tibetan Plateau using in-situ observations J. Zeng et al.
- A Hybrid Triple Collocation-Deep Learning Approach for Improving Soil Moisture Estimation from Satellite and Model-Based Data W. Ming et al.
- Recent advances in (soil moisture) triple collocation analysis A. Gruber et al.
- Application of observation operators for field scale soil moisture averages and variances in agricultural landscapes E. Han et al.
- Evaluating the Effects of Climate Change and Human Activities on the Seasonal Trends and Spatial Heterogeneity of Soil Moisture E. Zhang et al.
- Improving prediction accuracy of soil water storage through reducing sampling frequency X. Li et al.
- Spatial upscaling of in-situ soil moisture measurements based on MODIS-derived apparent thermal inertia J. Qin et al.
- Comparison of SMOS, modelled andin situlong-term soil moisture series in the northwest of Spain A. Gumuzzio et al.
- On the Variability in the Temporal Stability Pattern of Soil Moisture Under Mediterranean Conditions Á. González-Zamora et al.
- Soil moisture estimation through ASCAT and AMSR-E sensors: An intercomparison and validation study across Europe L. Brocca et al.
- Estimating time-dependent vegetation biases in the SMAP soil moisture product S. Zwieback et al.
- Assessment of Level-3 Gridded Global Precipitation Mission (GPM) Products Over Oceans S. Khan & V. Maggioni
- Connectivity and topographic thresholds in bi-hourly soil moisture measurements along transects on a steep hillslope S. Kim
- Hyperspectral Optical, Thermal, and Microwave L-Band Observations For Soil Moisture Retrieval at Very High Spatial Resolution N. Sánchez et al.
- 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.
- Use of SMOS L3 Soil Moisture Data: Validation and Drought Assessment for Pernambuco State, Northeast Brazil A. Souza et al.
- Evaluation of soil moisture extremes for agricultural productivity in the Canadian prairies C. Champagne et al.
- 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.
- 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
- 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.
- Characterizing the accuracy of satellite-based products to detect soil moisture at the global scale X. Min et al.
- Surface Soil Moisture Retrieval Using Optical/Thermal Infrared Remote Sensing Data Y. Wang et al.
- Multi‐Timescale Analysis of the Spatial Representativeness of In Situ Soil Moisture Data within Satellite Footprints B. Molero et al.
- A Multiscale Deep Learning Model for Soil Moisture Integrating Satellite and In Situ Data J. Liu et al.
- Inter-comparison and integration of different soil moisture downscaling methods over the Qinghai-Tibet Plateau Y. Shangguan et al.
- Spatial Representativeness Analysis for Snow Depth Measurements of Meteorological Stations in Northeast China Y. Wang & Z. Zheng
- Combined effects of precipitation and air temperature on soil moisture in different land covers in a humid basin H. Feng & Y. Liu
- Catchment scale soil moisture spatial–temporal variability L. Brocca et al.
- 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
- Validation of the SMOS L2 Soil Moisture Data in the REMEDHUS Network (Spain) N. Sanchez et al.
- A fine-resolution soil moisture dataset for China in 2002–2018 X. Meng et al.
- A Fusion Strategy for High-Accuracy Multilayer Soil Moisture Downscaling and Mapping X. Zhang et al.
- Assessment of reanalysis soil moisture products in the permafrost regions of the central of the Qinghai–Tibet Plateau Y. Qin et al.
- A study of field-scale soil moisture variability using the COsmic-ray Soil Moisture Observing System (COSMOS) at IITM Pune site M. Mujumdar et al.
- Analysis of spatial variability of near-surface soilmoisture to increase rainfall-runoff modellingaccuracy in SW Hungary P. Hegedüs et al.
- Validation of satellite-based soil moisture retrievals from SMAP with in situ observation in the Simineh-Zarrineh (Bokan) Catchment, NW of Iran K. Maleki et al.
- Reconstructing and analyzing China's fifty-nine year (1951–2009) drought history using hydrological model simulation Z. Wu et al.
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