Articles | Volume 12, issue 6
https://doi.org/10.5194/hess-12-1323-2008
© Author(s) 2008. 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-12-1323-2008
© Author(s) 2008. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
From near-surface to root-zone soil moisture using an exponential filter: an assessment of the method based on in-situ observations and model simulations
C. Albergel
CNRM/GAME (Météo-France, CNRS), Toulouse, France
C. Rüdiger
now with: Department of Civil and Environmental Engineering, The University of Melbourne, Melbourne, Australia
CNRM/GAME (Météo-France, CNRS), Toulouse, France
T. Pellarin
LTHE (UMR 5564), Grenoble, France
J.-C. Calvet
CNRM/GAME (Météo-France, CNRS), Toulouse, France
N. Fritz
CNRM/GAME (Météo-France, CNRS), Toulouse, France
F. Froissard
CNRM/GAME (Météo-France, CNRS), Toulouse, France
D. Suquia
CNRM/GAME (Météo-France, CNRS), Toulouse, France
A. Petitpa
CNRM/GAME (Météo-France, CNRS), Toulouse, France
B. Piguet
CNRM/GAME (Météo-France, CNRS), Toulouse, France
E. Martin
CNRM/GAME (Météo-France, CNRS), Toulouse, France
Viewed
Total article views: 8,527 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 01 Feb 2013, article published on 24 Jun 2008)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
4,257 | 4,126 | 144 | 8,527 | 181 | 185 |
- HTML: 4,257
- PDF: 4,126
- XML: 144
- Total: 8,527
- BibTeX: 181
- EndNote: 185
Total article views: 7,741 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 01 Feb 2013, article published on 10 Dec 2008)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
3,963 | 3,653 | 125 | 7,741 | 165 | 176 |
- HTML: 3,963
- PDF: 3,653
- XML: 125
- Total: 7,741
- BibTeX: 165
- EndNote: 176
Total article views: 786 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 01 Feb 2013, article published on 24 Jun 2008)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
294 | 473 | 19 | 786 | 16 | 9 |
- HTML: 294
- PDF: 473
- XML: 19
- Total: 786
- BibTeX: 16
- EndNote: 9
Cited
326 citations as recorded by crossref.
- Rethinking Satellite Data Merging: From Averaging to SNR Optimization S. Kim et al. 10.1109/TGRS.2021.3107028
- Towards a general equation for frequency domain reflectometers C. Rüdiger et al. 10.1016/j.jhydrol.2009.12.046
- Assessment of SMOS Root Zone Soil Moisture: A Comparative Study Using SMAP, ERA5, and GLDAS N. Ojha et al. 10.1109/ACCESS.2024.3404123
- Root-zone plant available water estimation using the SMOS-derived soil water index Á. González-Zamora et al. 10.1016/j.advwatres.2016.08.001
- Contributions of climate change and groundwater extraction to soil moisture trends L. Wang et al. 10.5194/esd-10-599-2019
- Millet yield estimates in the Sahel using satellite derived soil moisture time series F. Gibon et al. 10.1016/j.agrformet.2018.07.001
- Drought and food security – Improving decision-support via new technologies and innovative collaboration M. Enenkel et al. 10.1016/j.gfs.2014.08.005
- Utilizing Satellite Surface Soil Moisture Data in Calibrating a Distributed Hydrological Model Applied in Humid Regions Through a Multi-Objective Bayesian Hierarchical Framework H. Yang et al. 10.3390/rs11111335
- Skill and Global Trend Analysis of Soil Moisture from Reanalyses and Microwave Remote Sensing C. Albergel et al. 10.1175/JHM-D-12-0161.1
- Physics‐Constrained Machine Learning of Evapotranspiration W. Zhao et al. 10.1029/2019GL085291
- Towards soil property retrieval from space: A one-dimensional twin-experiment R. Bandara et al. 10.1016/j.jhydrol.2013.06.004
- Comparison of Four Methods for Vertical Extrapolation of Soil Moisture Contents from Surface to Deep Layers in an Alpine Area J. Li & L. Zhang 10.3390/su13168862
- Kenyan tea is made with heat and water: how will climate change influence its yield? A. Rigden et al. 10.1088/1748-9326/ab70be
- Confronting Soil Moisture Dynamics from the ORCHIDEE Land Surface Model With the ESA-CCI Product: Perspectives for Data Assimilation N. Raoult et al. 10.3390/rs10111786
- The effect of satellite-derived surface soil moisture and leaf area index land data assimilation on streamflow simulations over France D. Fairbairn et al. 10.5194/hess-21-2015-2017
- Satellite-Based Assessment of Meteorological and Agricultural Drought in Mainland Southeast Asia Y. Li et al. 10.1109/JSTARS.2022.3190438
- Global assessments of two blended microwave soil moisture products CCI and SMOPS with in-situ measurements and reanalysis data Y. Wang et al. 10.1016/j.jag.2020.102234
- An Improved Triple Collocation Analysis Algorithm for Decomposing Autocorrelated and White Soil Moisture Retrieval Errors J. Dong & W. Crow 10.1002/2017JD027387
- Climatological Drought Monitoring in Switzerland Using EUMETSAT SAF Satellite Data A. Rassl et al. 10.3390/rs14235961
- ESA CCI Soil Moisture Assimilation in SWAT for Improved Hydrological Simulation in Upper Huai River Basin Y. Liu et al. 10.1155/2018/7301314
- Spatio-temporal changes in global root zone soil moisture from 1981 to 2017 X. Luo et al. 10.1016/j.jhydrol.2023.130297
- The International Soil Moisture Network: a data hosting facility for global in situ soil moisture measurements W. Dorigo et al. 10.5194/hess-15-1675-2011
- Practical Data Products From Cosmic-Ray Neutron Sensing for Hydrological Applications T. Franz et al. 10.3389/frwa.2020.00009
- Assimilation of ASCAT near-surface soil moisture into the SIM hydrological model over France C. Draper et al. 10.5194/hess-15-3829-2011
- Toward a self-calibrated and independent SM2RAIN rainfall product P. Filippucci et al. 10.1016/j.jhydrol.2021.126837
- Remotely Sensed Soil Moisture Can Capture Dynamics Relevant to Plant Water Uptake A. Feldman et al. 10.1029/2022WR033814
- Assessment of SMADI and SWDI agricultural drought indices using remotely sensed root zone soil moisture M. Pablos et al. 10.5194/piahs-380-55-2018
- Role of Runoff–Infiltration Partitioning and Resolved Overland Flow on Land–Atmosphere Feedbacks: A Case Study with the WRF-Hydro Coupled Modeling System for West Africa J. Arnault et al. 10.1175/JHM-D-15-0089.1
- A soil moisture and temperature network for SMOS validation in Western Denmark S. Bircher et al. 10.5194/hess-16-1445-2012
- Validation Study of Active Microwave Soil Moisture Products in Korea and Brazil E. Cho et al. 10.7763/IJET.2015.V7.795
- Integrating ASCAT surface soil moisture and GEOV1 leaf area index into the SURFEX modelling platform: a land data assimilation application over France A. Barbu et al. 10.5194/hess-18-173-2014
- Copula-based probabilistic spectral algorithms for high-frequent streamflow estimation D. Sahoo et al. 10.1016/j.rse.2020.112092
- Assimilation of Leaf Area Index and Soil Water Index from Satellite Observations in a Land Surface Model in Hungary H. Tóth & B. Szintai 10.3390/atmos12080944
- Microwave remote sensing for agricultural drought monitoring: Recent developments and challenges M. Vreugdenhil et al. 10.3389/frwa.2022.1045451
- ERA-Interim/Land: a global land surface reanalysis data set G. Balsamo et al. 10.5194/hess-19-389-2015
- The Error Structure of the SMAP Single and Dual Channel Soil Moisture Retrievals J. Dong et al. 10.1002/2017GL075656
- Microwave remote sensing of short‐term droughts during crop growing seasons X. Yuan et al. 10.1002/2015GL064125
- High-resolution (1 km) satellite rainfall estimation from SM2RAIN applied to Sentinel-1: Po River basin as a case study P. Filippucci et al. 10.5194/hess-26-2481-2022
- Regional data sets of high-resolution (1 and 6 km) irrigation estimates from space J. Dari et al. 10.5194/essd-15-1555-2023
- Impact of Rescaling Approaches in Simple Fusion of Soil Moisture Products M. Afshar et al. 10.1029/2019WR025111
- A Review of Root Zone Soil Moisture Estimation Methods Based on Remote Sensing M. Li et al. 10.3390/rs15225361
- Impact of different satellite soil moisture products on the predictions of a continuous distributed hydrological model P. Laiolo et al. 10.1016/j.jag.2015.06.002
- Comparing the ensemble and extended Kalman filters for in situ soil moisture assimilation with contrasting conditions D. Fairbairn et al. 10.5194/hess-19-4811-2015
- Evaluation of root zone soil moisture products over the Huai River basin E. Liu et al. 10.5194/hess-28-2375-2024
- Global downscaling of remotely sensed soil moisture using neural networks S. Alemohammad et al. 10.5194/hess-22-5341-2018
- An inter-comparison of approaches and frameworks to quantify irrigation from satellite data S. Kragh et al. 10.5194/hess-28-441-2024
- On the Use of Satellite Remote Sensing to Detect Floods and Droughts at Large Scales T. Lopez et al. 10.1007/s10712-020-09618-0
- Soil hydrology in the Earth system H. Vereecken et al. 10.1038/s43017-022-00324-6
- Calibrating an evapotranspiration model using radiometric surface temperature, vegetation cover fraction and near-surface soil moisture data B. Hssaine et al. 10.1016/j.agrformet.2018.02.033
- Assessment and Combination of SMAP and Sentinel-1A/B-Derived Soil Moisture Estimates With Land Surface Model Outputs in the Mid-Atlantic Coastal Plain, USA H. Kim et al. 10.1109/TGRS.2020.2991665
- Accuracy and Transferability of Artificial Neural Networks in Predicting in Situ Root-Zone Soil Moisture for Various Regions across the Globe R. Souissi et al. 10.3390/w12113109
- Robust estimates of soil moisture and latent heat flux coupling strength obtained from triple collocation W. Crow et al. 10.1002/2015GL065929
- WindSat Global Soil Moisture Retrieval and Validation . Li Li et al. 10.1109/TGRS.2009.2037749
- The Application of CYGNSS Data for Soil Moisture and Inundation Mapping in Australia M. Khaki et al. 10.1109/JSTARS.2021.3117296
- Local- and Plot-Scale Measurements of Soil Moisture: Time and Spatially Resolved Field Techniques in Plain, Hill and Mountain Sites G. Raffelli et al. 10.3390/w9090706
- A New Retrieval Algorithm for Soil Moisture Index from Thermal Infrared Sensor On-Board Geostationary Satellites over Europe and Africa and Its Validation N. Ghilain et al. 10.3390/rs11171968
- Advancing data assimilation in operational hydrologic forecasting: progresses, challenges, and emerging opportunities Y. Liu et al. 10.5194/hess-16-3863-2012
- Tool for Drought Monitoring in the Danube Region – Methods and Preliminary Developments A. Bucur et al. 10.2478/jengeo-2018-0014
- Estimation and Assessment of the Root Zone Soil Moisture from Near-Surface Measurements over Huai River Basin E. Liu et al. 10.3390/atmos14010124
- Spatio-Temporal Prediction of Root Zone Soil Moisture Using Multivariate Relevance Vector Machines B. Zaman & M. McKee 10.4236/ojmh.2014.43007
- The Coupling of Soil Water and Leaf Phenology Observed by Satellite During Australian Bushfires in 2019–2020 Y. Liu et al. 10.1029/2021JD036279
- How Big Data Can Help to Monitor the Environment and to Mitigate Risks due to Climate Change: A review J. Montillet et al. 10.1109/MGRS.2024.3379108
- Soil Moisture Analyses at ECMWF: Evaluation Using Global Ground-Based In Situ Observations C. Albergel et al. 10.1175/JHM-D-11-0107.1
- Assimilation of Satellite Soil Moisture for Improved Atmospheric Reanalyses C. Draper & R. Reichle 10.1175/MWR-D-18-0393.1
- A New and Simplified Approach for Estimating the Daily River Discharge of the Tibetan Plateau Using Satellite Precipitation: An Initial Study on the Upper Brahmaputra River T. Zeng et al. 10.3390/rs12132103
- Extending the Spatio-Temporal Applicability of DISPATCH Soil Moisture Downscaling Algorithm: A Study Case Using SMAP, MODIS and Sentinel-3 Data N. Ojha et al. 10.3389/fenvs.2021.555216
- McMaster Mesonet soil moisture dataset: description and spatio-temporal variability analysis K. Kornelsen & P. Coulibaly 10.5194/hess-17-1589-2013
- Using InSAR for Surface Deformation Monitoring and Active Layer Thickness Retrieval in the Heihe River Basin on the Northeast Qinghai‐Tibet Plateau S. Peng et al. 10.1029/2022JF006782
- Discharge estimation and forecasting by MODIS and altimetry data in Niger-Benue River A. Tarpanelli et al. 10.1016/j.rse.2017.04.015
- An Intercomparison of ERS-Scat and AMSR-E Soil Moisture Observations with Model Simulations over France C. Rüdiger et al. 10.1175/2008JHM997.1
- Validation of the ASCAT Soil Water Index using in situ data from the International Soil Moisture Network C. Paulik et al. 10.1016/j.jag.2014.01.007
- Assessment of long-term multisource surface and subsurface soil moisture products and estimate methods on the Tibetan Plateau P. Zhang et al. 10.1016/j.jhydrol.2024.131713
- SOIL-WATERGRIDS, mapping dynamic changes in soil moisture and depth of water table from 1970 to 2014 M. Guglielmo et al. 10.1038/s41597-021-01032-4
- The value of satellite soil moisture and snow cover data for the transfer of hydrological model parameters to ungauged sites R. Tong et al. 10.5194/hess-26-1779-2022
- Global Soil Moisture Estimation based on GPM IMERG Data using a Site Specific Adjusted Antecedent Precipitation Index T. Ramsauer & P. Marzahn 10.1080/01431161.2022.2162351
- Toward a Surface Soil Moisture Product at High Spatiotemporal Resolution: Temporally Interpolated, Spatially Disaggregated SMOS Data Y. Malbéteau et al. 10.1175/JHM-D-16-0280.1
- Assessment of the AMSR-E soil moisture product over India S. Chaurasia et al. 10.1080/01431161.2010.531782
- The use of distributed hydrological models for the Gard 2002 flash flood event: Analysis of associated hydrological processes I. Braud et al. 10.1016/j.jhydrol.2010.03.033
- Relationships among soil moisture at various depths under diverse climate, land cover and soil texture N. Li et al. 10.1016/j.scitotenv.2024.174583
- Responsive characteristics of soil water regimes to rainfall events in a boreal larch forest in China: Dynamic processes and decoupling effects Z. Xu et al. 10.1016/j.geoderma.2023.116741
- Evaluation of 18 satellite- and model-based soil moisture products using in situ measurements from 826 sensors H. Beck et al. 10.5194/hess-25-17-2021
- Satellite surface soil moisture from SMAP, SMOS, AMSR2 and ESA CCI: A comprehensive assessment using global ground-based observations H. Ma et al. 10.1016/j.rse.2019.111215
- From Monitoring to Forecasting Land Surface Conditions Using a Land Data Assimilation System: Application over the Contiguous United States A. Mucia et al. 10.3390/rs12122020
- Enhancing rainfall–runoff model accuracy with machine learning models by using soil water index to reflect runoff characteristics S. Iamampai et al. 10.2166/wst.2023.424
- Delineating Site‐Specific Management Zones and Evaluating Soil Water Temporal Dynamics in a Farmer's Field in Kentucky J. Reyes et al. 10.2136/vzj2018.07.0143
- Improving the representation of river–groundwater interactions in land surface modeling at the regional scale: Observational evidence and parameterization applied in the Community Land Model M. Zampieri et al. 10.1016/j.jhydrol.2011.11.041
- Soil Moisture Estimations Based on Airborne CAROLS L-Band Microwave Data M. Pardé et al. 10.3390/rs3122591
- Enhanced Soil Moisture Retrieval through Integrating Satellite Data with Pedotransfer Functions in a Complex Landscape of Ethiopia E. Teferi et al. 10.3390/w15193396
- Incorporating Advanced Scatterometer Surface and Root Zone Soil Moisture Products into the Calibration of a Conceptual Semi-Distributed Hydrological Model M. Kubáň et al. 10.3390/w13233366
- Downscaling Satellite Retrieved Soil Moisture Using Regression Tree‐Based Machine Learning Algorithms Over Southwest France Y. Liu et al. 10.1029/2020EA001267
- Evaluation of remotely sensed and modelled soil moisture products using global ground-based in situ observations C. Albergel et al. 10.1016/j.rse.2011.11.017
- Testing of observation operators designed to estimate profile soil moisture from surface measurements X. Gao et al. 10.1002/hyp.13344
- Towards Consistent Soil Moisture Records from China’s FengYun-3 Microwave Observations G. Wang et al. 10.3390/rs14051225
- Relationship between Vegetation and Soil Moisture Anomalies Based on Remote Sensing Data: A Semiarid Rangeland Case J. Martín-Sotoca et al. 10.3390/rs16183369
- Modelling desert locust presences using 32-year soil moisture data on a large-scale D. Gómez et al. 10.1016/j.ecolind.2020.106655
- Assimilation of Surface- and Root-Zone ASCAT Soil Moisture Products Into Rainfall–Runoff Modeling L. Brocca et al. 10.1109/TGRS.2011.2177468
- Estimation of root zone soil moisture using passive microwave remote sensing: A case study for rice and wheat crops for three states in the Indo-Gangetic basin A. Sure & O. Dikshit 10.1016/j.jenvman.2018.12.109
- Improved subsurface soil moisture prediction from surface soil moisture through the integration of the (de)coupling effect Z. Xu et al. 10.1016/j.jhydrol.2022.127634
- Patterns and drivers ofAraucaria araucanaforest growth along a biophysical gradient in the northern Patagonian Andes: Linking tree rings with satellite observations of soil moisture A. Muñoz et al. 10.1111/aec.12054
- Evaluating soil moisture retrievals from ESA's SMOS and NASA's SMAP brightness temperature datasets A. Al-Yaari et al. 10.1016/j.rse.2017.03.010
- Hydrological Storage Length Scales Represented by Remote Sensing Estimates of Soil Moisture and Precipitation R. Akbar et al. 10.1002/2017WR021508
- Global Assimilation of Multiangle and Multipolarization SMOS Brightness Temperature Observations into the GEOS-5 Catchment Land Surface Model for Soil Moisture Estimation G. De Lannoy & R. Reichle 10.1175/JHM-D-15-0037.1
- A Soil Moisture Spatial and Temporal Resolution Improving Algorithm Based on Multi-Source Remote Sensing Data and GRNN Model Y. Cui et al. 10.3390/rs12030455
- Soil Moisture Monitoring at Kilometer Scale: Assimilation of Sentinel-1 Products in ISBA O. Rojas-Munoz et al. 10.3390/rs15174329
- Remote Sensing Data for Digital Soil Mapping in French Research—A Review A. Richer-de-Forges et al. 10.3390/rs15123070
- Towards improved spatio-temporal resolution soil moisture retrievals from the synergy of SMOS and MSG SEVIRI spaceborne observations M. Piles et al. 10.1016/j.rse.2016.02.048
- Dual assimilation of satellite soil moisture to improve streamflow prediction in data‐scarce catchments C. Alvarez‐Garreton et al. 10.1002/2015WR018429
- Evaluation of Remotely Sensed Soil Moisture for Landslide Hazard Assessment L. Zhuo et al. 10.1109/JSTARS.2018.2883361
- The impacts of assimilating satellite soil moisture into a rainfall–runoff model in a semi-arid catchment C. Alvarez-Garreton et al. 10.1016/j.jhydrol.2014.07.041
- An objective methodology for merging satellite‐ and model‐based soil moisture products M. Yilmaz et al. 10.1029/2011WR011682
- Spatial Root Zone Soil Water Content Estimation in Agricultural Lands Using Bayesian-Based Artificial Neural Networks and High- Resolution Visual, NIR, and Thermal Imagery L. Hassan-Esfahani et al. 10.1002/ird.2098
- Soil Moisture Monitoring in Iran by Implementing Satellite Data into the Root-Zone SMAR Model F. Gheybi et al. 10.3390/hydrology6020044
- Crop yield anomaly forecasting in the Pannonian basin using gradient boosting and its performance in years of severe drought E. Bueechi et al. 10.1016/j.agrformet.2023.109596
- Model representation of the coupling between evapotranspiration and soil water content at different depths J. Qiu et al. 10.5194/hess-24-581-2020
- Simulating carbon and water fluxes using a coupled process-based terrestrial biosphere model and joint assimilation of leaf area index and surface soil moisture S. Li et al. 10.5194/hess-26-6311-2022
- An analytical model for estimation of land surface net water flux from near-surface soil moisture observations M. Sadeghi et al. 10.1016/j.jhydrol.2018.12.038
- Toward operational validation systems for global satellite-based terrestrial essential climate variables B. Bayat et al. 10.1016/j.jag.2020.102240
- Regionalization of Root Zone Moisture Estimations from Downscaled Surface Moisture and Environmental Data with the Soil Moisture Analytical Relationship Model Y. Liu et al. 10.3390/w15234133
- Performance analysis of regional AquaCrop (v6.1) biomass and surface soil moisture simulations using satellite and in situ observations S. de Roos et al. 10.5194/gmd-14-7309-2021
- An assessment of remotely sensed surface and root zone soil moisture through active and passive sensors in northeast Asia E. Cho et al. 10.1016/j.rse.2015.01.013
- L-Band Soil Moisture Retrievals Using Microwave Based Temperature and Filtering. Towards Model-Independent Climate Data Records R. van der Schalie et al. 10.3390/rs13132480
- A Self-Calibrating Runoff and Streamflow Remote Sensing Model for Ungauged Basins Using Open-Access Earth Observation Data A. Poortinga et al. 10.3390/rs9010086
- Assimilation of Soil Wetness Index and Leaf Area Index into the ISBA-A-gs land surface model: grassland case study A. Barbu et al. 10.5194/bg-8-1971-2011
- Monitoring of water and carbon fluxes using a land data assimilation system: a case study for southwestern France C. Albergel et al. 10.5194/hess-14-1109-2010
- Estimation of subsurface soil moisture from surface soil moisture in cold mountainous areas J. Tian et al. 10.5194/hess-24-4659-2020
- Agricultural drought assessment based on multiple soil moisture products J. Baik et al. 10.1016/j.jaridenv.2019.04.007
- Validation practices for satellite soil moisture retrievals: What are (the) errors? A. Gruber et al. 10.1016/j.rse.2020.111806
- Satellite-based soil moisture enhances the reliability of agro-hydrological modeling in large transboundary river basins M. Eini et al. 10.1016/j.scitotenv.2023.162396
- Multi-decadal analysis of root-zone soil moisture applying the exponential filter across CONUS K. Tobin et al. 10.5194/hess-21-4403-2017
- Improving hydrologic predictions of a catchment model via assimilation of surface soil moisture F. Chen et al. 10.1016/j.advwatres.2011.01.011
- Novel Soil Moisture Estimates Combining the Ensemble Kalman Filter Data Assimilation and the Method of Breeding Growing Modes Y. Li et al. 10.3390/rs12050889
- Initializing a regional climate model with satellite-derived soil moisture B. Bisselink et al. 10.1029/2010JD014534
- Integrating process-related information into an artificial neural network for root-zone soil moisture prediction R. Souissi et al. 10.5194/hess-26-3263-2022
- SMOS data as a source of the agricultural drought information: Case study of the Vistula catchment, Poland M. Kędzior & J. Zawadzki 10.1016/j.geoderma.2017.07.018
- An improved global remote-sensing-based surface soil moisture (RSSSM) dataset covering 2003–2018 Y. Chen et al. 10.5194/essd-13-1-2021
- Utilisation de données satellitaires en hydro-météorologie : la recherche à Météo-France J. Calvet et al. 10.1051/lhb/2010023
- Evaluation of SMOS, SMAP, ASCAT and Sentinel-1 Soil Moisture Products at Sites in Southwestern France M. El Hajj et al. 10.3390/rs10040569
- Retrieval of Subsurface Soil Moisture and Vegetation Water Content From Multifrequency SoOp Reflectometry: Sensitivity Analysis S. Kim et al. 10.1109/TGRS.2023.3284800
- Evaluation of satellite and reanalysis estimates of surface and root-zone soil moisture in croplands of Jiangsu Province, China L. Fan et al. 10.1016/j.rse.2022.113283
- Machine learning approach to locate desert locust breeding areas based on ESA CCI soil moisture D. Gómez et al. 10.1117/1.JRS.12.036011
- Inter-comparison of satellite-retrieved and Global Land Data Assimilation System-simulated soil moisture datasets for global drought analysis Y. Liu et al. 10.1016/j.rse.2018.10.026
- Deriving pedotransfer functions for soil quartz fraction in southern France from reverse modeling J. Calvet et al. 10.5194/soil-2-615-2016
- Towards an integrated soil moisture drought monitor for East Africa W. Anderson et al. 10.5194/hess-16-2893-2012
- Soil moisture evaluation over the Argentine Pampas using models, satellite estimations and in-situ measurements P. Spennemann et al. 10.1016/j.ejrh.2020.100723
- A Review of the Applications of ASCAT Soil Moisture Products L. Brocca et al. 10.1109/JSTARS.2017.2651140
- Evolution of the ESA CCI Soil Moisture climate data records and their underlying merging methodology A. Gruber et al. 10.5194/essd-11-717-2019
- Evolution of spatio-temporal drought characteristics: validation, projections and effect of adaptation scenarios J. Vidal et al. 10.5194/hess-16-2935-2012
- Multilayer Soil Moisture Mapping at a Regional Scale from Multisource Data via a Machine Learning Method L. Zeng et al. 10.3390/rs11030284
- A comprehensive validation of the SMAP Enhanced Level-3 Soil Moisture product using ground measurements over varied climates and landscapes R. Zhang et al. 10.1016/j.rse.2019.01.015
- The merging of radiative transfer based surface soil moisture data from SMOS and AMSR-E R. van der Schalie et al. 10.1016/j.rse.2016.11.026
- Improving the Seasonal Representation of ASCAT Soil Moisture and Vegetation Dynamics in a Temperate Climate I. Pfeil et al. 10.3390/rs10111788
- Identifying determinants of spatio-temporal disparities in soil moisture of the Northern Hemisphere using a geographically optimal zones-based heterogeneity model P. Luo et al. 10.1016/j.isprsjprs.2022.01.009
- Validation of the global land data assimilation system based on measurements of soil temperature profiles L. Wang et al. 10.1016/j.agrformet.2016.01.003
- Optimal averaging of soil moisture predictions from ensemble land surface model simulations W. Crow et al. 10.1002/2015WR016944
- A simplified Extended Kalman Filter for the global operational soil moisture analysis at ECMWF P. de Rosnay et al. 10.1002/qj.2023
- A Machine Learning-Based Approach for Surface Soil Moisture Estimations with Google Earth Engine F. Greifeneder et al. 10.3390/rs13112099
- Evaluation of subsurface soil water content estimate methods: Maximum entropy vs. exponential filter H. Luo et al. 10.1016/j.jhydrol.2024.132007
- CRNPy: An Open-Source Python Library for Cosmic-Ray Neutron Probe Data Processing J. Peraza Rud et al. 10.21105/joss.06025
- Daily precipitation estimation through different microwave sensors: Verification study over Italy L. Ciabatta et al. 10.1016/j.jhydrol.2016.12.057
- Summer soil drying exacerbated by earlier spring greening of northern vegetation X. Lian et al. 10.1126/sciadv.aax0255
- Temporal dynamics of soil moisture in a northern temperate mixed successional forest after a prescribed intermediate disturbance L. He et al. 10.1016/j.agrformet.2013.04.014
- Towards a soil moisture drought monitoring system for South Korea H. Jung et al. 10.1016/j.jhydrol.2020.125176
- Characterizing Coarse‐Scale Representativeness of in situ Soil Moisture Measurements from the International Soil Moisture Network A. Gruber et al. 10.2136/vzj2012.0170
- Monitoring multi-decadal satellite earth observation of soil moisture products through land surface reanalyses C. Albergel et al. 10.1016/j.rse.2013.07.009
- A Novel Scheme for Merging Active and Passive Satellite Soil Moisture Retrievals Based on Maximizing the Signal to Noise Ratio B. Mousa et al. 10.3390/rs12223804
- Mapping soil moisture with the OPtical TRApezoid Model (OPTRAM) based on long-term MODIS observations E. Babaeian et al. 10.1016/j.rse.2018.04.029
- Estimating field-scale root zone soil moisture using the cosmic-ray neutron probe A. Peterson et al. 10.5194/hess-20-1373-2016
- The Impact of Vertical Measurement Depth on the Information Content of Soil Moisture for Latent Heat Flux Estimation J. Qiu et al. 10.1175/JHM-D-16-0044.1
- Improved soil moisture estimation: Synergistic use of satellite observations and land surface models over CONUS based on machine learning J. Lee et al. 10.1016/j.jhydrol.2022.127749
- Improving the SM2RAIN-derived rainfall estimation using Bayesian optimization L. Miao et al. 10.1016/j.jhydrol.2023.129728
- Detecting the human fingerprint in the summer 2022 western–central European soil drought D. Schumacher et al. 10.5194/esd-15-131-2024
- A physically based approach for the estimation of root-zone soil moisture from surface measurements S. Manfreda et al. 10.5194/hess-18-1199-2014
- Comparison of Three Methods for Vertical Extrapolation of Soil Moisture in Oklahoma N. Zhang et al. 10.2136/vzj2017.04.0085
- DRYP 1.0: a parsimonious hydrological model of DRYland Partitioning of the water balance E. Quichimbo et al. 10.5194/gmd-14-6893-2021
- Automated general temperature correction method for dielectric soil moisture sensors R. Kapilaratne & M. Lu 10.1016/j.jhydrol.2017.05.050
- Analyzing Spatio-Temporal Factors to Estimate the Response Time between SMOS and In-Situ Soil Moisture at Different Depths C. Herbert et al. 10.3390/rs12162614
- Improving the ESA CCI daily soil moisture time series with physically-based land surface model datasets using a Fourier time-filtering method E. Seo & P. Dirmeyer 10.1175/JHM-D-21-0120.1
- Evaluation of microwave soil moisture data for monitoring live fuel moisture content (LFMC) over the coterminous United States Y. Lu & C. Wei 10.1016/j.scitotenv.2021.145410
- The development of an operational system for estimating irrigation water use reveals socio-political dynamics in Ukraine J. Dari et al. 10.5194/hess-28-2651-2024
- Parametric and non-parametric indices for agricultural drought assessment using ESACCI soil moisture data over the Southern Plateau and Hills, India H. Palagiri & M. Pal 10.1016/j.jag.2024.104175
- Can soil water measurements at a certain depth be used to estimate mean soil water content of a soil profile at a point or at a hillslope scale? W. Hu & B. Si 10.1016/j.jhydrol.2014.01.053
- Triple Collocation-Based Merging of Satellite Soil Moisture Retrievals A. Gruber et al. 10.1109/TGRS.2017.2734070
- The Role of Climatic Anomalies and Soil Moisture in the Decline of Drought-Prone Forests D. Chaparro et al. 10.1109/JSTARS.2016.2585505
- 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
- Development of a new rainfall‐triggering index of flash flood warning‐case study in Yunnan province, China M. Ma et al. 10.1111/jfr3.12676
- Exploiting Satellite-Based Surface Soil Moisture for Flood Forecasting in the Mediterranean Area: State Update Versus Rainfall Correction C. Massari et al. 10.3390/rs10020292
- Multi-depth evolution characteristics of soil moisture over the Tibetan Plateau in the past 70 years using reanalysis products Y. Liu & Y. Yang 10.3389/fenvs.2022.979853
- Global Automated Quality Control of In Situ Soil Moisture Data from the International Soil Moisture Network W. Dorigo et al. 10.2136/vzj2012.0097
- Vadose Zone Modeling in a Small Forested Catchment: Impact of Water Pressure Head Sampling Frequency on 1D-Model Calibration B. Belfort et al. 10.3390/geosciences8020072
- Multi-objective calibration of MIKE SHE with SMAP soil moisture datasets D. Li et al. 10.2166/nh.2018.110
- Estimating root zone soil moisture using near-surface observations from SMOS T. Ford et al. 10.5194/hess-18-139-2014
- Bias-blind and bias-aware assimilation of leaf area index into the Noah-MP land surface model over Europe S. Scherrer et al. 10.5194/hess-27-4087-2023
- Soil moisture-vegetation interaction from near-global in-situ soil moisture measurements S. Li & Y. Sawada 10.1088/1748-9326/ac9c1f
- Relating satellite gravimetry data to global soil moisture products via data harmonization and correlation analysis S. Abelen & F. Seitz 10.1016/j.rse.2013.04.012
- Performance evaluation of soil moisture profile estimation through entropy-based and exponential filter models V. Mishra et al. 10.1080/02626667.2020.1730846
- Sensitivity of gross primary productivity to climatic drivers during the summer drought of 2018 in Europe Z. Fu et al. 10.1098/rstb.2019.0747
- Comparison of Four Spatial Interpolation Methods for Estimating Soil Moisture in a Complex Terrain Catchment X. Yao et al. 10.1371/journal.pone.0054660
- Spatial and temporal variability of 0‐ to 5‐m soil–water storage at the watershed scale Z. Fu et al. 10.1002/hyp.13172
- The Raam regional soil moisture monitoring network in the Netherlands H. Benninga et al. 10.5194/essd-10-61-2018
- A surface soil temperature retrieval algorithm based on AMSR-E multi-frequency brightness temperatures M. Han et al. 10.1080/01431161.2017.1363438
- Evaluation of six satellite- and model-based surface soil temperature datasets using global ground-based observations H. Ma et al. 10.1016/j.rse.2021.112605
- Estimating error cross‐correlations in soil moisture data sets using extended collocation analysis A. Gruber et al. 10.1002/2015JD024027
- Quality of Soil Simulation by the INM RAS–MSU Soil Scheme as a Part of the SL-AV Weather Prediction Model S. Travova et al. 10.3103/S1068373922030013
- Establishing an Empirical Model for Surface Soil Moisture Retrieval at the U.S. Climate Reference Network Using Sentinel-1 Backscatter and Ancillary Data S. Chatterjee et al. 10.3390/rs12081242
- Mapping soil moisture across the UK: assimilating cosmic-ray neutron sensors, remotely sensed indices, rainfall radar and catchment water balance data in a Bayesian hierarchical model P. Levy 10.5194/hess-28-4819-2024
- Assessment of Soil Moisture Anomaly Sensitivity to Detect Drought Spatio-Temporal Variability in Romania I. Ontel et al. 10.3390/s21248371
- Towards a Long-Term Reanalysis of Land Surface Variables over Western Africa: LDAS-Monde Applied over Burkina Faso from 2001 to 2018 M. Tall et al. 10.3390/rs11060735
- An ensemble square root filter for the joint assimilation of surface soil moisture and leaf area index within the Land Data Assimilation System LDAS-Monde: application over the Euro-Mediterranean region B. Bonan et al. 10.5194/hess-24-325-2020
- Soil Moisture from Fusion of Scatterometer and SAR: Closing the Scale Gap with Temporal Filtering B. Bauer-Marschallinger et al. 10.3390/rs10071030
- Satellite soil moisture for agricultural drought monitoring: Assessment of the SMOS derived Soil Water Deficit Index J. Martínez-Fernández et al. 10.1016/j.rse.2016.02.064
- Assimilation of ASCAT Radar Backscatter Coefficients over Southwestern France T. Corchia et al. 10.3390/rs15174258
- Estimation of Landscape Soil Water Losses from Satellite Observations of Soil Moisture R. Akbar et al. 10.1175/JHM-D-17-0200.1
- Large-scale monitoring of soil moisture using Temperature Vegetation Quantitative Index (TVQI) and exponential filtering: A case study in Beijing Z. Zhao et al. 10.1016/j.agwat.2021.106896
- Modeling the response of soil moisture to climate variability in the Mediterranean region L. Mimeau et al. 10.5194/hess-25-653-2021
- Assimilation of H-SAF Soil Moisture Products for Flash Flood Early Warning Systems. Case Study: Mediterranean Catchments L. Cenci et al. 10.1109/JSTARS.2016.2598475
- Sensitivity‐Based Soil Moisture Assimilation for Improved Streamflow Forecast Using a Novel Forward Sensitivity Method (FSM) Approach R. Visweshwaran et al. 10.1029/2021WR031092
- Utilizing SMAP Soil Moisture Data to Constrain Irrigation in the Community Land Model F. Felfelani et al. 10.1029/2018GL080870
- Retrieving Heterogeneous Surface Soil Moisture at 100 m Across the Globe via Fusion of Remote Sensing and Land Surface Parameters J. Huang et al. 10.3389/frwa.2020.578367
- A first assessment of the SMOS data in southwestern France using in situ and airborne soil moisture estimates: The CAROLS airborne campaign C. Albergel et al. 10.1016/j.rse.2011.06.012
- Monitoring Green Infrastructure for Natural Water Retention Using Copernicus Global Land Products A. Taramelli et al. 10.3390/rs11131583
- On the use of the critical event concept for quantifying soil moisture dynamics T. Wang et al. 10.1016/j.geoderma.2018.08.013
- Using Satellite-Derived Vegetation Products to Evaluate LDAS-Monde over the Euro-Mediterranean Area D. Leroux et al. 10.3390/rs10081199
- Defining a Trade-off Between Spatial and Temporal Resolution of a Geosynchronous SAR Mission for Soil Moisture Monitoring L. Cenci et al. 10.3390/rs10121950
- The value of ASCAT soil moisture and MODIS snow cover data for calibrating a conceptual hydrologic model R. Tong et al. 10.5194/hess-25-1389-2021
- Developing an improved soil moisture dataset by blending passive and active microwave satellite-based retrievals Y. Liu et al. 10.5194/hess-15-425-2011
- Assessment of Root Zone Soil Moisture Estimations from SMAP, SMOS and MODIS Observations M. Pablos et al. 10.3390/rs10070981
- Characterisation of Hydrological Response to Rainfall at Multi Spatio-Temporal Scales in Savannas of Semi-Arid Australia B. Jarihani et al. 10.3390/w9070540
- Combined influence of soil moisture and atmospheric evaporative demand is important for accurately predicting US maize yields A. Rigden et al. 10.1038/s43016-020-0028-7
- Evaluation of soil moisture data products over Indian region and analysis of spatio-temporal characteristics with respect to monsoon rainfall A. Sathyanadh et al. 10.1016/j.jhydrol.2016.08.040
- On the assimilation set-up of ASCAT soil moisture data for improving streamflow catchment simulation J. Loizu et al. 10.1016/j.advwatres.2017.10.034
- Evaluation of satellite-based soil moisture for agricultural drought monitoring in the Brazilian semiarid region D. dos Santos Araujo et al. 10.1016/j.rsase.2023.101111
- Behind the scenes of streamflow model performance L. Bouaziz et al. 10.5194/hess-25-1069-2021
- A comprehensive assessment of in situ and remote sensing soil moisture data assimilation in the APSIM model for improving agricultural forecasting across the US Midwest M. Kivi et al. 10.5194/hess-27-1173-2023
- Microwave Retrievals of Soil Moisture Improve Grassland Wildfire Predictions A. Rigden et al. 10.1029/2020GL091410
- WITHDRAWN: Water controlling by soil moisture P. Mishra & G. Khare 10.1016/j.matpr.2021.05.432
- Spatial and temporal variability of biophysical variables in southwestern France from airborne L-band radiometry E. Zakharova et al. 10.5194/hess-16-1725-2012
- Evaluation of microwave remote sensing for monitoring live fuel moisture content in the Mediterranean region L. Fan et al. 10.1016/j.rse.2017.11.020
- Bridging spatio-temporal discontinuities in global soil moisture mapping by coupling physics in deep learning Z. Wei et al. 10.1016/j.rse.2024.114371
- Improved Understanding of the Link Between Catchment‐Scale Vegetation Accessible Storage and Satellite‐Derived Soil Water Index L. Bouaziz et al. 10.1029/2019WR026365
- Regionalizing Root‐Zone Soil Moisture Estimates From ESA CCI Soil Water Index Using Machine Learning and Information on Soil, Vegetation, and Climate M. Grillakis et al. 10.1029/2020WR029249
- MODIS-Landsat fusion-based single-band algorithms for TSS and turbidity estimation in an urban-waste-dominated river reach D. Sahoo et al. 10.1016/j.watres.2022.119082
- Opportunities and challenges in using catchment-scale storage estimates from cosmic ray neutron sensors for rainfall-runoff modelling K. Dimitrova-Petrova et al. 10.1016/j.jhydrol.2020.124878
- Satellite Data Based Soil Water Index as a Tool to Monitor Droughts and Agricultural Crisis -An Example of Yavatmal District, Maharashtra, India V. Boken 10.21523/gcj1.20040102
- Soil moisture estimates at 1 km resolution making a synergistic use of Sentinel data R. Madelon et al. 10.5194/hess-27-1221-2023
- Land surface spinup for episodic modeling W. Angevine et al. 10.5194/acp-14-8165-2014
- Can Surface Soil Moisture Information Identify Evapotranspiration Regime Transitions? J. Dong et al. 10.1029/2021GL097697
- 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
- Comparing Satellite Soil Moisture Products Using In Situ Observations over an Instrumented Experimental Basin in Romania S. Ortenzi et al. 10.3390/rs16173283
- Data assimilation in integrated hydrological modeling using ensemble Kalman filtering: evaluating the effect of ensemble size and localization on filter performance J. Rasmussen et al. 10.5194/hess-19-2999-2015
- Vertical distribution and temporal stability of soil water in 21-m profiles under different land uses on the Loess Plateau in China Y. Wang et al. 10.1016/j.jhydrol.2015.05.010
- Late-fall satellite-based soil moisture observations show clear connections to subsequent spring streamflow R. Koster et al. 10.1038/s41467-023-39318-3
- Data-Driven Crop Yield Forecasting in the Pannonian Basin and its Skill in Years of Severe Drought E. Bueechi et al. 10.2139/ssrn.4155096
- Temperature and Snow-Mediated Moisture Controls of Summer Photosynthetic Activity in Northern Terrestrial Ecosystems between 1982 and 2011 J. Barichivich et al. 10.3390/rs6021390
- A new SMAP soil moisture and vegetation optical depth product (SMAP-IB): Algorithm, assessment and inter-comparison X. Li et al. 10.1016/j.rse.2022.112921
- Uncertainty estimation for a new exponential-filter-based long-term root-zone soil moisture dataset from Copernicus Climate Change Service (C3S) surface observations A. Pasik et al. 10.5194/gmd-16-4957-2023
- Using remotely sensed soil moisture for land–atmosphere coupling diagnostics: The role of surface vs. root-zone soil moisture variability M. Hirschi et al. 10.1016/j.rse.2014.08.030
- Monitoring and Forecasting the Impact of the 2018 Summer Heatwave on Vegetation C. Albergel et al. 10.3390/rs11050520
- Real-time simulation of surface water and groundwater with data assimilation X. He et al. 10.1016/j.advwatres.2019.03.004
- Estimation of 100 m root zone soil moisture by downscaling 1 km soil water index with machine learning and multiple geodata T. Mahmood et al. 10.1007/s10661-024-12969-5
- Comprehensive validation of seven root zone soil moisture products at 1153 ground sites across China J. Tian & Y. Zhang 10.1080/17538947.2023.2261902
- Evaluating controls of soil properties and climatic conditions on the use of an exponential filter for converting near surface to root zone soil moisture contents T. Wang et al. 10.1016/j.jhydrol.2017.03.055
- Impact of remotely sensed soil moisture and precipitation on soil moisture prediction in a data assimilation system with the JULES land surface model E. Pinnington et al. 10.5194/hess-22-2575-2018
- Data assimilation for continuous global assessment of severe conditions over terrestrial surfaces C. Albergel et al. 10.5194/hess-24-4291-2020
- ESA CCI Soil Moisture for improved Earth system understanding: State-of-the art and future directions W. Dorigo et al. 10.1016/j.rse.2017.07.001
- Comparing the Normalized Difference Infrared Index (NDII) with root zone storage in a lumped conceptual model N. Sriwongsitanon et al. 10.5194/hess-20-3361-2016
- Evaluating Consistency between the Remotely Sensed Soil Moisture and the Hydrological Model-Simulated Soil Moisture in the Qujiang Catchment of China L. Xiong et al. 10.3390/w10030291
- Multilevel and multiscale drought reanalysis over France with the Safran-Isba-Modcou hydrometeorological suite J. Vidal et al. 10.5194/hess-14-459-2010
- 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
- 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
- Fusion of remotely sensed data for soil moisture estimation using relevance vector and support vector machines B. Zaman et al. 10.1080/01431161.2012.690540
- A quality assessment of the soil water index by the propagation of ASCAT soil moisture error estimates through an exponential filter D. De Santis & D. Biondi 10.1080/01431161.2017.1382745
- High-Resolution SMAP-Derived Root-Zone Soil Moisture Using an Exponential Filter Model Calibrated per Land Cover Type V. Stefan et al. 10.3390/rs13061112
- Comparison of soil moisture retrieval algorithms based on the synergy between SMAP and SMOS-IC M. Ebrahimi-Khusfi et al. 10.1016/j.jag.2017.12.005
- Long-Term Trends in Root-Zone Soil Moisture across CONUS Connected to ENSO K. Tobin et al. 10.3390/rs12122037
- An evaluation of ASCAT surface soil moisture products with in-situ observations in Southwestern France C. Albergel et al. 10.5194/hess-13-115-2009
- Improving operational flood ensemble prediction by the assimilation of satellite soil moisture: comparison between lumped and semi-distributed schemes C. Alvarez-Garreton et al. 10.5194/hess-19-1659-2015
- Global Investigation of Soil Moisture and Latent Heat Flux Coupling Strength F. Lei et al. 10.1029/2018WR023469
- Global SMOS Soil Moisture Retrievals from The Land Parameter Retrieval Model R. Schalie et al. 10.1016/j.jag.2015.08.005
- Effect of Assimilating SMAP Soil Moisture on CO2 and CH4 Fluxes through Direct Insertion in a Land Surface Model Z. Zhang et al. 10.3390/rs14102405
- Coupling MODIS and Radar Altimetry Data for Discharge Estimation in Poorly Gauged River Basins A. Tarpanelli et al. 10.1109/JSTARS.2014.2320582
- Combining satellite observations to develop a global soil moisture product for near-real-time applications M. Enenkel et al. 10.5194/hess-20-4191-2016
- Depth extrapolation of field-scale soil moisture time series derived with cosmic-ray neutron sensing (CRNS) using the soil moisture analytical relationship (SMAR) model D. Rasche et al. 10.5194/soil-10-655-2024
- An Exponential Filter Model-Based Root-Zone Soil Moisture Estimation Methodology from Multiple Datasets Y. Yang et al. 10.3390/rs14081785
- Integrated remote sensing and machine learning tools for estimating ecological flow regimes in tropical river reaches D. Sahoo et al. 10.1016/j.jenvman.2022.116121
- The GEOGLAM crop monitor for AMIS: Assessing crop conditions in the context of global markets I. Becker-Reshef et al. 10.1016/j.gfs.2019.04.010
- Predicting rootzone soil moisture from surface observations in cropland using an exponential filter P. Rossini & A. Patrignani 10.1002/saj2.20319
- The Impact of Assumed Error Variances on Surface Soil Moisture and Snow Depth Hydrologic Data Assimilation H. Lu et al. 10.1109/JSTARS.2015.2487740
- Compared performances of SMOS-IC soil moisture and vegetation optical depth retrievals based on Tau-Omega and Two-Stream microwave emission models X. Li et al. 10.1016/j.rse.2019.111502
- Exploring the utility of the downscaled SMAP soil moisture products in improving streamflow simulation S. Wakigari & R. Leconte 10.1016/j.ejrh.2023.101380
- Improving modelled streamflow using time-varying multivariate assimilation of remotely sensed soil moisture and in-situ streamflow observations R. Visweshwaran et al. 10.1016/j.advwatres.2024.104676
- Evaluation of post-retrieval de-noising of active and passive microwave satellite soil moisture C. Su et al. 10.1016/j.rse.2015.03.010
- Machine Learning Downscaling of SoilMERGE in the United States Southern Great Plains K. Tobin et al. 10.3390/rs15215120
- Comparison of four soil moisture sensor types under field conditions in Switzerland H. Mittelbach et al. 10.1016/j.jhydrol.2012.01.041
- Hybrid Methodology Using Sentinel-1/Sentinel-2 for Soil Moisture Estimation S. Nativel et al. 10.3390/rs14102434
- The importance of antecedent vegetation and drought conditions as global drivers of burnt area A. Kuhn-Régnier et al. 10.5194/bg-18-3861-2021
- An intercomparison of available soil moisture estimates from thermal infrared and passive microwave remote sensing and land surface modeling C. Hain et al. 10.1029/2011JD015633
- Comparing soil moisture retrievals from SMOS and ASCAT over France M. Parrens et al. 10.5194/hess-16-423-2012
- Data assimilation in integrated hydrological modelling in the presence of observation bias J. Rasmussen et al. 10.5194/hess-20-2103-2016
- Regional estimation of catchment-scale soil properties by means of streamflow recession analysis for use in distributed hydrological models O. Vannier et al. 10.1002/hyp.10101
- A roadmap for high-resolution satellite soil moisture applications – confronting product characteristics with user requirements J. Peng et al. 10.1016/j.rse.2020.112162
- Considering combined or separated roughness and vegetation effects in soil moisture retrievals M. Parrens et al. 10.1016/j.jag.2016.11.001
- Toward the estimation of river discharge variations using MODIS data in ungauged basins A. Tarpanelli et al. 10.1016/j.rse.2013.04.010
- Development of a spatially-varying Statistical Soil Moisture Profile model by coupling memory and forcing using hydrologic soil groups M. Pal & R. Maity 10.1016/j.jhydrol.2018.12.042
- Global-scale assessment and combination of SMAP with ASCAT (active) and AMSR2 (passive) soil moisture products H. Kim et al. 10.1016/j.rse.2017.10.026
- Consistency and Discrepancy of Global Surface Soil Moisture Changes From Multiple Model‐Based Data Sets Against Satellite Observations X. Gu et al. 10.1029/2018JD029304
- Assessment of MERRA-2 Land Surface Hydrology Estimates R. Reichle et al. 10.1175/JCLI-D-16-0720.1
- Evaluating the drought response of CMIP5 models using global gross primary productivity, leaf area, precipitation, and soil moisture data Y. Huang et al. 10.1002/2016GB005480
- Cross-evaluation of modelled and remotely sensed surface soil moisture with in situ data in southwestern France C. Albergel et al. 10.5194/hess-14-2177-2010
- Utilisation de mesures in situ d’humidité des sols pour l’évaluation des produits satellitaires micro-ondes dans le Sud-Ouest de la France C. Albergel et al. 10.1051/lhb/2010027
- Time-variant error characterization of SMAP and ASCAT soil moisture using Triple Collocation Analysis K. Wu et al. 10.1016/j.rse.2021.112324
- Remote sensing and global databases for soil moisture estimation at different depths in the Pernambuco state, Northeast Brazil M. Jucá & A. Ribeiro Neto 10.1590/2318-0331.272220220016
- Uncertainty reduction and parameter estimation of a distributed hydrological model with ground and remote-sensing data F. Silvestro et al. 10.5194/hess-19-1727-2015
- A Method for Objectively Integrating Soil Moisture Satellite Observations and Model Simulations Toward a Blended Drought Index J. Yin et al. 10.1029/2017WR021959
- Validation of a New Root-Zone Soil Moisture Product: Soil MERGE K. Tobin et al. 10.1109/JSTARS.2019.2930946
- Seasonal and inter-annual variability of soil moisture stress function in dryland wheat field, Australia V. Akuraju et al. 10.1016/j.agrformet.2016.10.007
- Evaluation of the ESA CCI soil moisture product using ground-based observations W. Dorigo et al. 10.1016/j.rse.2014.07.023
- Use of Cyclone Global Navigation Satellite System (CyGNSS) Observations for Estimation of Soil Moisture H. Kim & V. Lakshmi 10.1029/2018GL078923
- Improved streamflow simulations by coupling soil moisture analytical relationship in EnKF based hydrological data assimilation framework A. Patil & R. Ramsankaran 10.1016/j.advwatres.2018.08.010
- Linkages between Rainfed Cereal Production and Agricultural Drought through Remote Sensing Indices and a Land Data Assimilation System: A Case Study in Morocco E. Bouras et al. 10.3390/rs12244018
- Landscape Water Storage and Subsurface Correlation From Satellite Surface Soil Moisture and Precipitation Observations D. Short Gianotti et al. 10.1029/2019WR025332
- Assessment of remotely sensed soil moisture products and their quality improvement: A case study in South Korea M. Kwon & D. Han 10.1016/j.jher.2019.04.002
- A geospatial method for estimating soil moisture variability in prehistoric agricultural landscapes A. Gillreath-Brown et al. 10.1371/journal.pone.0220457
- Identifying representative sites to simultaneously predict hillslope surface and subsurface mean soil water contents X. Lai et al. 10.1016/j.catena.2018.05.016
- Evaluating Soil Water Content in a WRF-Noah Downscaling Experiment P. Greve et al. 10.1175/JAMC-D-12-0239.1
- Benchmarking of L-band soil microwave emission models M. Parrens et al. 10.1016/j.rse.2013.09.017
- Root zone soil moisture estimation with Random Forest C. Carranza et al. 10.1016/j.jhydrol.2020.125840
316 citations as recorded by crossref.
- Rethinking Satellite Data Merging: From Averaging to SNR Optimization S. Kim et al. 10.1109/TGRS.2021.3107028
- Towards a general equation for frequency domain reflectometers C. Rüdiger et al. 10.1016/j.jhydrol.2009.12.046
- Assessment of SMOS Root Zone Soil Moisture: A Comparative Study Using SMAP, ERA5, and GLDAS N. Ojha et al. 10.1109/ACCESS.2024.3404123
- Root-zone plant available water estimation using the SMOS-derived soil water index Á. González-Zamora et al. 10.1016/j.advwatres.2016.08.001
- Contributions of climate change and groundwater extraction to soil moisture trends L. Wang et al. 10.5194/esd-10-599-2019
- Millet yield estimates in the Sahel using satellite derived soil moisture time series F. Gibon et al. 10.1016/j.agrformet.2018.07.001
- Drought and food security – Improving decision-support via new technologies and innovative collaboration M. Enenkel et al. 10.1016/j.gfs.2014.08.005
- Utilizing Satellite Surface Soil Moisture Data in Calibrating a Distributed Hydrological Model Applied in Humid Regions Through a Multi-Objective Bayesian Hierarchical Framework H. Yang et al. 10.3390/rs11111335
- Skill and Global Trend Analysis of Soil Moisture from Reanalyses and Microwave Remote Sensing C. Albergel et al. 10.1175/JHM-D-12-0161.1
- Physics‐Constrained Machine Learning of Evapotranspiration W. Zhao et al. 10.1029/2019GL085291
- Towards soil property retrieval from space: A one-dimensional twin-experiment R. Bandara et al. 10.1016/j.jhydrol.2013.06.004
- Comparison of Four Methods for Vertical Extrapolation of Soil Moisture Contents from Surface to Deep Layers in an Alpine Area J. Li & L. Zhang 10.3390/su13168862
- Kenyan tea is made with heat and water: how will climate change influence its yield? A. Rigden et al. 10.1088/1748-9326/ab70be
- Confronting Soil Moisture Dynamics from the ORCHIDEE Land Surface Model With the ESA-CCI Product: Perspectives for Data Assimilation N. Raoult et al. 10.3390/rs10111786
- The effect of satellite-derived surface soil moisture and leaf area index land data assimilation on streamflow simulations over France D. Fairbairn et al. 10.5194/hess-21-2015-2017
- Satellite-Based Assessment of Meteorological and Agricultural Drought in Mainland Southeast Asia Y. Li et al. 10.1109/JSTARS.2022.3190438
- Global assessments of two blended microwave soil moisture products CCI and SMOPS with in-situ measurements and reanalysis data Y. Wang et al. 10.1016/j.jag.2020.102234
- An Improved Triple Collocation Analysis Algorithm for Decomposing Autocorrelated and White Soil Moisture Retrieval Errors J. Dong & W. Crow 10.1002/2017JD027387
- Climatological Drought Monitoring in Switzerland Using EUMETSAT SAF Satellite Data A. Rassl et al. 10.3390/rs14235961
- ESA CCI Soil Moisture Assimilation in SWAT for Improved Hydrological Simulation in Upper Huai River Basin Y. Liu et al. 10.1155/2018/7301314
- Spatio-temporal changes in global root zone soil moisture from 1981 to 2017 X. Luo et al. 10.1016/j.jhydrol.2023.130297
- The International Soil Moisture Network: a data hosting facility for global in situ soil moisture measurements W. Dorigo et al. 10.5194/hess-15-1675-2011
- Practical Data Products From Cosmic-Ray Neutron Sensing for Hydrological Applications T. Franz et al. 10.3389/frwa.2020.00009
- Assimilation of ASCAT near-surface soil moisture into the SIM hydrological model over France C. Draper et al. 10.5194/hess-15-3829-2011
- Toward a self-calibrated and independent SM2RAIN rainfall product P. Filippucci et al. 10.1016/j.jhydrol.2021.126837
- Remotely Sensed Soil Moisture Can Capture Dynamics Relevant to Plant Water Uptake A. Feldman et al. 10.1029/2022WR033814
- Assessment of SMADI and SWDI agricultural drought indices using remotely sensed root zone soil moisture M. Pablos et al. 10.5194/piahs-380-55-2018
- Role of Runoff–Infiltration Partitioning and Resolved Overland Flow on Land–Atmosphere Feedbacks: A Case Study with the WRF-Hydro Coupled Modeling System for West Africa J. Arnault et al. 10.1175/JHM-D-15-0089.1
- A soil moisture and temperature network for SMOS validation in Western Denmark S. Bircher et al. 10.5194/hess-16-1445-2012
- Validation Study of Active Microwave Soil Moisture Products in Korea and Brazil E. Cho et al. 10.7763/IJET.2015.V7.795
- Integrating ASCAT surface soil moisture and GEOV1 leaf area index into the SURFEX modelling platform: a land data assimilation application over France A. Barbu et al. 10.5194/hess-18-173-2014
- Copula-based probabilistic spectral algorithms for high-frequent streamflow estimation D. Sahoo et al. 10.1016/j.rse.2020.112092
- Assimilation of Leaf Area Index and Soil Water Index from Satellite Observations in a Land Surface Model in Hungary H. Tóth & B. Szintai 10.3390/atmos12080944
- Microwave remote sensing for agricultural drought monitoring: Recent developments and challenges M. Vreugdenhil et al. 10.3389/frwa.2022.1045451
- ERA-Interim/Land: a global land surface reanalysis data set G. Balsamo et al. 10.5194/hess-19-389-2015
- The Error Structure of the SMAP Single and Dual Channel Soil Moisture Retrievals J. Dong et al. 10.1002/2017GL075656
- Microwave remote sensing of short‐term droughts during crop growing seasons X. Yuan et al. 10.1002/2015GL064125
- High-resolution (1 km) satellite rainfall estimation from SM2RAIN applied to Sentinel-1: Po River basin as a case study P. Filippucci et al. 10.5194/hess-26-2481-2022
- Regional data sets of high-resolution (1 and 6 km) irrigation estimates from space J. Dari et al. 10.5194/essd-15-1555-2023
- Impact of Rescaling Approaches in Simple Fusion of Soil Moisture Products M. Afshar et al. 10.1029/2019WR025111
- A Review of Root Zone Soil Moisture Estimation Methods Based on Remote Sensing M. Li et al. 10.3390/rs15225361
- Impact of different satellite soil moisture products on the predictions of a continuous distributed hydrological model P. Laiolo et al. 10.1016/j.jag.2015.06.002
- Comparing the ensemble and extended Kalman filters for in situ soil moisture assimilation with contrasting conditions D. Fairbairn et al. 10.5194/hess-19-4811-2015
- Evaluation of root zone soil moisture products over the Huai River basin E. Liu et al. 10.5194/hess-28-2375-2024
- Global downscaling of remotely sensed soil moisture using neural networks S. Alemohammad et al. 10.5194/hess-22-5341-2018
- An inter-comparison of approaches and frameworks to quantify irrigation from satellite data S. Kragh et al. 10.5194/hess-28-441-2024
- On the Use of Satellite Remote Sensing to Detect Floods and Droughts at Large Scales T. Lopez et al. 10.1007/s10712-020-09618-0
- Soil hydrology in the Earth system H. Vereecken et al. 10.1038/s43017-022-00324-6
- Calibrating an evapotranspiration model using radiometric surface temperature, vegetation cover fraction and near-surface soil moisture data B. Hssaine et al. 10.1016/j.agrformet.2018.02.033
- Assessment and Combination of SMAP and Sentinel-1A/B-Derived Soil Moisture Estimates With Land Surface Model Outputs in the Mid-Atlantic Coastal Plain, USA H. Kim et al. 10.1109/TGRS.2020.2991665
- Accuracy and Transferability of Artificial Neural Networks in Predicting in Situ Root-Zone Soil Moisture for Various Regions across the Globe R. Souissi et al. 10.3390/w12113109
- Robust estimates of soil moisture and latent heat flux coupling strength obtained from triple collocation W. Crow et al. 10.1002/2015GL065929
- WindSat Global Soil Moisture Retrieval and Validation . Li Li et al. 10.1109/TGRS.2009.2037749
- The Application of CYGNSS Data for Soil Moisture and Inundation Mapping in Australia M. Khaki et al. 10.1109/JSTARS.2021.3117296
- Local- and Plot-Scale Measurements of Soil Moisture: Time and Spatially Resolved Field Techniques in Plain, Hill and Mountain Sites G. Raffelli et al. 10.3390/w9090706
- A New Retrieval Algorithm for Soil Moisture Index from Thermal Infrared Sensor On-Board Geostationary Satellites over Europe and Africa and Its Validation N. Ghilain et al. 10.3390/rs11171968
- Advancing data assimilation in operational hydrologic forecasting: progresses, challenges, and emerging opportunities Y. Liu et al. 10.5194/hess-16-3863-2012
- Tool for Drought Monitoring in the Danube Region – Methods and Preliminary Developments A. Bucur et al. 10.2478/jengeo-2018-0014
- Estimation and Assessment of the Root Zone Soil Moisture from Near-Surface Measurements over Huai River Basin E. Liu et al. 10.3390/atmos14010124
- Spatio-Temporal Prediction of Root Zone Soil Moisture Using Multivariate Relevance Vector Machines B. Zaman & M. McKee 10.4236/ojmh.2014.43007
- The Coupling of Soil Water and Leaf Phenology Observed by Satellite During Australian Bushfires in 2019–2020 Y. Liu et al. 10.1029/2021JD036279
- How Big Data Can Help to Monitor the Environment and to Mitigate Risks due to Climate Change: A review J. Montillet et al. 10.1109/MGRS.2024.3379108
- Soil Moisture Analyses at ECMWF: Evaluation Using Global Ground-Based In Situ Observations C. Albergel et al. 10.1175/JHM-D-11-0107.1
- Assimilation of Satellite Soil Moisture for Improved Atmospheric Reanalyses C. Draper & R. Reichle 10.1175/MWR-D-18-0393.1
- A New and Simplified Approach for Estimating the Daily River Discharge of the Tibetan Plateau Using Satellite Precipitation: An Initial Study on the Upper Brahmaputra River T. Zeng et al. 10.3390/rs12132103
- Extending the Spatio-Temporal Applicability of DISPATCH Soil Moisture Downscaling Algorithm: A Study Case Using SMAP, MODIS and Sentinel-3 Data N. Ojha et al. 10.3389/fenvs.2021.555216
- McMaster Mesonet soil moisture dataset: description and spatio-temporal variability analysis K. Kornelsen & P. Coulibaly 10.5194/hess-17-1589-2013
- Using InSAR for Surface Deformation Monitoring and Active Layer Thickness Retrieval in the Heihe River Basin on the Northeast Qinghai‐Tibet Plateau S. Peng et al. 10.1029/2022JF006782
- Discharge estimation and forecasting by MODIS and altimetry data in Niger-Benue River A. Tarpanelli et al. 10.1016/j.rse.2017.04.015
- An Intercomparison of ERS-Scat and AMSR-E Soil Moisture Observations with Model Simulations over France C. Rüdiger et al. 10.1175/2008JHM997.1
- Validation of the ASCAT Soil Water Index using in situ data from the International Soil Moisture Network C. Paulik et al. 10.1016/j.jag.2014.01.007
- Assessment of long-term multisource surface and subsurface soil moisture products and estimate methods on the Tibetan Plateau P. Zhang et al. 10.1016/j.jhydrol.2024.131713
- SOIL-WATERGRIDS, mapping dynamic changes in soil moisture and depth of water table from 1970 to 2014 M. Guglielmo et al. 10.1038/s41597-021-01032-4
- The value of satellite soil moisture and snow cover data for the transfer of hydrological model parameters to ungauged sites R. Tong et al. 10.5194/hess-26-1779-2022
- Global Soil Moisture Estimation based on GPM IMERG Data using a Site Specific Adjusted Antecedent Precipitation Index T. Ramsauer & P. Marzahn 10.1080/01431161.2022.2162351
- Toward a Surface Soil Moisture Product at High Spatiotemporal Resolution: Temporally Interpolated, Spatially Disaggregated SMOS Data Y. Malbéteau et al. 10.1175/JHM-D-16-0280.1
- Assessment of the AMSR-E soil moisture product over India S. Chaurasia et al. 10.1080/01431161.2010.531782
- The use of distributed hydrological models for the Gard 2002 flash flood event: Analysis of associated hydrological processes I. Braud et al. 10.1016/j.jhydrol.2010.03.033
- Relationships among soil moisture at various depths under diverse climate, land cover and soil texture N. Li et al. 10.1016/j.scitotenv.2024.174583
- Responsive characteristics of soil water regimes to rainfall events in a boreal larch forest in China: Dynamic processes and decoupling effects Z. Xu et al. 10.1016/j.geoderma.2023.116741
- Evaluation of 18 satellite- and model-based soil moisture products using in situ measurements from 826 sensors H. Beck et al. 10.5194/hess-25-17-2021
- Satellite surface soil moisture from SMAP, SMOS, AMSR2 and ESA CCI: A comprehensive assessment using global ground-based observations H. Ma et al. 10.1016/j.rse.2019.111215
- From Monitoring to Forecasting Land Surface Conditions Using a Land Data Assimilation System: Application over the Contiguous United States A. Mucia et al. 10.3390/rs12122020
- Enhancing rainfall–runoff model accuracy with machine learning models by using soil water index to reflect runoff characteristics S. Iamampai et al. 10.2166/wst.2023.424
- Delineating Site‐Specific Management Zones and Evaluating Soil Water Temporal Dynamics in a Farmer's Field in Kentucky J. Reyes et al. 10.2136/vzj2018.07.0143
- Improving the representation of river–groundwater interactions in land surface modeling at the regional scale: Observational evidence and parameterization applied in the Community Land Model M. Zampieri et al. 10.1016/j.jhydrol.2011.11.041
- Soil Moisture Estimations Based on Airborne CAROLS L-Band Microwave Data M. Pardé et al. 10.3390/rs3122591
- Enhanced Soil Moisture Retrieval through Integrating Satellite Data with Pedotransfer Functions in a Complex Landscape of Ethiopia E. Teferi et al. 10.3390/w15193396
- Incorporating Advanced Scatterometer Surface and Root Zone Soil Moisture Products into the Calibration of a Conceptual Semi-Distributed Hydrological Model M. Kubáň et al. 10.3390/w13233366
- Downscaling Satellite Retrieved Soil Moisture Using Regression Tree‐Based Machine Learning Algorithms Over Southwest France Y. Liu et al. 10.1029/2020EA001267
- Evaluation of remotely sensed and modelled soil moisture products using global ground-based in situ observations C. Albergel et al. 10.1016/j.rse.2011.11.017
- Testing of observation operators designed to estimate profile soil moisture from surface measurements X. Gao et al. 10.1002/hyp.13344
- Towards Consistent Soil Moisture Records from China’s FengYun-3 Microwave Observations G. Wang et al. 10.3390/rs14051225
- Relationship between Vegetation and Soil Moisture Anomalies Based on Remote Sensing Data: A Semiarid Rangeland Case J. Martín-Sotoca et al. 10.3390/rs16183369
- Modelling desert locust presences using 32-year soil moisture data on a large-scale D. Gómez et al. 10.1016/j.ecolind.2020.106655
- Assimilation of Surface- and Root-Zone ASCAT Soil Moisture Products Into Rainfall–Runoff Modeling L. Brocca et al. 10.1109/TGRS.2011.2177468
- Estimation of root zone soil moisture using passive microwave remote sensing: A case study for rice and wheat crops for three states in the Indo-Gangetic basin A. Sure & O. Dikshit 10.1016/j.jenvman.2018.12.109
- Improved subsurface soil moisture prediction from surface soil moisture through the integration of the (de)coupling effect Z. Xu et al. 10.1016/j.jhydrol.2022.127634
- Patterns and drivers ofAraucaria araucanaforest growth along a biophysical gradient in the northern Patagonian Andes: Linking tree rings with satellite observations of soil moisture A. Muñoz et al. 10.1111/aec.12054
- Evaluating soil moisture retrievals from ESA's SMOS and NASA's SMAP brightness temperature datasets A. Al-Yaari et al. 10.1016/j.rse.2017.03.010
- Hydrological Storage Length Scales Represented by Remote Sensing Estimates of Soil Moisture and Precipitation R. Akbar et al. 10.1002/2017WR021508
- Global Assimilation of Multiangle and Multipolarization SMOS Brightness Temperature Observations into the GEOS-5 Catchment Land Surface Model for Soil Moisture Estimation G. De Lannoy & R. Reichle 10.1175/JHM-D-15-0037.1
- A Soil Moisture Spatial and Temporal Resolution Improving Algorithm Based on Multi-Source Remote Sensing Data and GRNN Model Y. Cui et al. 10.3390/rs12030455
- Soil Moisture Monitoring at Kilometer Scale: Assimilation of Sentinel-1 Products in ISBA O. Rojas-Munoz et al. 10.3390/rs15174329
- Remote Sensing Data for Digital Soil Mapping in French Research—A Review A. Richer-de-Forges et al. 10.3390/rs15123070
- Towards improved spatio-temporal resolution soil moisture retrievals from the synergy of SMOS and MSG SEVIRI spaceborne observations M. Piles et al. 10.1016/j.rse.2016.02.048
- Dual assimilation of satellite soil moisture to improve streamflow prediction in data‐scarce catchments C. Alvarez‐Garreton et al. 10.1002/2015WR018429
- Evaluation of Remotely Sensed Soil Moisture for Landslide Hazard Assessment L. Zhuo et al. 10.1109/JSTARS.2018.2883361
- The impacts of assimilating satellite soil moisture into a rainfall–runoff model in a semi-arid catchment C. Alvarez-Garreton et al. 10.1016/j.jhydrol.2014.07.041
- An objective methodology for merging satellite‐ and model‐based soil moisture products M. Yilmaz et al. 10.1029/2011WR011682
- Spatial Root Zone Soil Water Content Estimation in Agricultural Lands Using Bayesian-Based Artificial Neural Networks and High- Resolution Visual, NIR, and Thermal Imagery L. Hassan-Esfahani et al. 10.1002/ird.2098
- Soil Moisture Monitoring in Iran by Implementing Satellite Data into the Root-Zone SMAR Model F. Gheybi et al. 10.3390/hydrology6020044
- Crop yield anomaly forecasting in the Pannonian basin using gradient boosting and its performance in years of severe drought E. Bueechi et al. 10.1016/j.agrformet.2023.109596
- Model representation of the coupling between evapotranspiration and soil water content at different depths J. Qiu et al. 10.5194/hess-24-581-2020
- Simulating carbon and water fluxes using a coupled process-based terrestrial biosphere model and joint assimilation of leaf area index and surface soil moisture S. Li et al. 10.5194/hess-26-6311-2022
- An analytical model for estimation of land surface net water flux from near-surface soil moisture observations M. Sadeghi et al. 10.1016/j.jhydrol.2018.12.038
- Toward operational validation systems for global satellite-based terrestrial essential climate variables B. Bayat et al. 10.1016/j.jag.2020.102240
- Regionalization of Root Zone Moisture Estimations from Downscaled Surface Moisture and Environmental Data with the Soil Moisture Analytical Relationship Model Y. Liu et al. 10.3390/w15234133
- Performance analysis of regional AquaCrop (v6.1) biomass and surface soil moisture simulations using satellite and in situ observations S. de Roos et al. 10.5194/gmd-14-7309-2021
- An assessment of remotely sensed surface and root zone soil moisture through active and passive sensors in northeast Asia E. Cho et al. 10.1016/j.rse.2015.01.013
- L-Band Soil Moisture Retrievals Using Microwave Based Temperature and Filtering. Towards Model-Independent Climate Data Records R. van der Schalie et al. 10.3390/rs13132480
- A Self-Calibrating Runoff and Streamflow Remote Sensing Model for Ungauged Basins Using Open-Access Earth Observation Data A. Poortinga et al. 10.3390/rs9010086
- Assimilation of Soil Wetness Index and Leaf Area Index into the ISBA-A-gs land surface model: grassland case study A. Barbu et al. 10.5194/bg-8-1971-2011
- Monitoring of water and carbon fluxes using a land data assimilation system: a case study for southwestern France C. Albergel et al. 10.5194/hess-14-1109-2010
- Estimation of subsurface soil moisture from surface soil moisture in cold mountainous areas J. Tian et al. 10.5194/hess-24-4659-2020
- Agricultural drought assessment based on multiple soil moisture products J. Baik et al. 10.1016/j.jaridenv.2019.04.007
- Validation practices for satellite soil moisture retrievals: What are (the) errors? A. Gruber et al. 10.1016/j.rse.2020.111806
- Satellite-based soil moisture enhances the reliability of agro-hydrological modeling in large transboundary river basins M. Eini et al. 10.1016/j.scitotenv.2023.162396
- Multi-decadal analysis of root-zone soil moisture applying the exponential filter across CONUS K. Tobin et al. 10.5194/hess-21-4403-2017
- Improving hydrologic predictions of a catchment model via assimilation of surface soil moisture F. Chen et al. 10.1016/j.advwatres.2011.01.011
- Novel Soil Moisture Estimates Combining the Ensemble Kalman Filter Data Assimilation and the Method of Breeding Growing Modes Y. Li et al. 10.3390/rs12050889
- Initializing a regional climate model with satellite-derived soil moisture B. Bisselink et al. 10.1029/2010JD014534
- Integrating process-related information into an artificial neural network for root-zone soil moisture prediction R. Souissi et al. 10.5194/hess-26-3263-2022
- SMOS data as a source of the agricultural drought information: Case study of the Vistula catchment, Poland M. Kędzior & J. Zawadzki 10.1016/j.geoderma.2017.07.018
- An improved global remote-sensing-based surface soil moisture (RSSSM) dataset covering 2003–2018 Y. Chen et al. 10.5194/essd-13-1-2021
- Utilisation de données satellitaires en hydro-météorologie : la recherche à Météo-France J. Calvet et al. 10.1051/lhb/2010023
- Evaluation of SMOS, SMAP, ASCAT and Sentinel-1 Soil Moisture Products at Sites in Southwestern France M. El Hajj et al. 10.3390/rs10040569
- Retrieval of Subsurface Soil Moisture and Vegetation Water Content From Multifrequency SoOp Reflectometry: Sensitivity Analysis S. Kim et al. 10.1109/TGRS.2023.3284800
- Evaluation of satellite and reanalysis estimates of surface and root-zone soil moisture in croplands of Jiangsu Province, China L. Fan et al. 10.1016/j.rse.2022.113283
- Machine learning approach to locate desert locust breeding areas based on ESA CCI soil moisture D. Gómez et al. 10.1117/1.JRS.12.036011
- Inter-comparison of satellite-retrieved and Global Land Data Assimilation System-simulated soil moisture datasets for global drought analysis Y. Liu et al. 10.1016/j.rse.2018.10.026
- Deriving pedotransfer functions for soil quartz fraction in southern France from reverse modeling J. Calvet et al. 10.5194/soil-2-615-2016
- Towards an integrated soil moisture drought monitor for East Africa W. Anderson et al. 10.5194/hess-16-2893-2012
- Soil moisture evaluation over the Argentine Pampas using models, satellite estimations and in-situ measurements P. Spennemann et al. 10.1016/j.ejrh.2020.100723
- A Review of the Applications of ASCAT Soil Moisture Products L. Brocca et al. 10.1109/JSTARS.2017.2651140
- Evolution of the ESA CCI Soil Moisture climate data records and their underlying merging methodology A. Gruber et al. 10.5194/essd-11-717-2019
- Evolution of spatio-temporal drought characteristics: validation, projections and effect of adaptation scenarios J. Vidal et al. 10.5194/hess-16-2935-2012
- Multilayer Soil Moisture Mapping at a Regional Scale from Multisource Data via a Machine Learning Method L. Zeng et al. 10.3390/rs11030284
- A comprehensive validation of the SMAP Enhanced Level-3 Soil Moisture product using ground measurements over varied climates and landscapes R. Zhang et al. 10.1016/j.rse.2019.01.015
- The merging of radiative transfer based surface soil moisture data from SMOS and AMSR-E R. van der Schalie et al. 10.1016/j.rse.2016.11.026
- Improving the Seasonal Representation of ASCAT Soil Moisture and Vegetation Dynamics in a Temperate Climate I. Pfeil et al. 10.3390/rs10111788
- Identifying determinants of spatio-temporal disparities in soil moisture of the Northern Hemisphere using a geographically optimal zones-based heterogeneity model P. Luo et al. 10.1016/j.isprsjprs.2022.01.009
- Validation of the global land data assimilation system based on measurements of soil temperature profiles L. Wang et al. 10.1016/j.agrformet.2016.01.003
- Optimal averaging of soil moisture predictions from ensemble land surface model simulations W. Crow et al. 10.1002/2015WR016944
- A simplified Extended Kalman Filter for the global operational soil moisture analysis at ECMWF P. de Rosnay et al. 10.1002/qj.2023
- A Machine Learning-Based Approach for Surface Soil Moisture Estimations with Google Earth Engine F. Greifeneder et al. 10.3390/rs13112099
- Evaluation of subsurface soil water content estimate methods: Maximum entropy vs. exponential filter H. Luo et al. 10.1016/j.jhydrol.2024.132007
- CRNPy: An Open-Source Python Library for Cosmic-Ray Neutron Probe Data Processing J. Peraza Rud et al. 10.21105/joss.06025
- Daily precipitation estimation through different microwave sensors: Verification study over Italy L. Ciabatta et al. 10.1016/j.jhydrol.2016.12.057
- Summer soil drying exacerbated by earlier spring greening of northern vegetation X. Lian et al. 10.1126/sciadv.aax0255
- Temporal dynamics of soil moisture in a northern temperate mixed successional forest after a prescribed intermediate disturbance L. He et al. 10.1016/j.agrformet.2013.04.014
- Towards a soil moisture drought monitoring system for South Korea H. Jung et al. 10.1016/j.jhydrol.2020.125176
- Characterizing Coarse‐Scale Representativeness of in situ Soil Moisture Measurements from the International Soil Moisture Network A. Gruber et al. 10.2136/vzj2012.0170
- Monitoring multi-decadal satellite earth observation of soil moisture products through land surface reanalyses C. Albergel et al. 10.1016/j.rse.2013.07.009
- A Novel Scheme for Merging Active and Passive Satellite Soil Moisture Retrievals Based on Maximizing the Signal to Noise Ratio B. Mousa et al. 10.3390/rs12223804
- Mapping soil moisture with the OPtical TRApezoid Model (OPTRAM) based on long-term MODIS observations E. Babaeian et al. 10.1016/j.rse.2018.04.029
- Estimating field-scale root zone soil moisture using the cosmic-ray neutron probe A. Peterson et al. 10.5194/hess-20-1373-2016
- The Impact of Vertical Measurement Depth on the Information Content of Soil Moisture for Latent Heat Flux Estimation J. Qiu et al. 10.1175/JHM-D-16-0044.1
- Improved soil moisture estimation: Synergistic use of satellite observations and land surface models over CONUS based on machine learning J. Lee et al. 10.1016/j.jhydrol.2022.127749
- Improving the SM2RAIN-derived rainfall estimation using Bayesian optimization L. Miao et al. 10.1016/j.jhydrol.2023.129728
- Detecting the human fingerprint in the summer 2022 western–central European soil drought D. Schumacher et al. 10.5194/esd-15-131-2024
- A physically based approach for the estimation of root-zone soil moisture from surface measurements S. Manfreda et al. 10.5194/hess-18-1199-2014
- Comparison of Three Methods for Vertical Extrapolation of Soil Moisture in Oklahoma N. Zhang et al. 10.2136/vzj2017.04.0085
- DRYP 1.0: a parsimonious hydrological model of DRYland Partitioning of the water balance E. Quichimbo et al. 10.5194/gmd-14-6893-2021
- Automated general temperature correction method for dielectric soil moisture sensors R. Kapilaratne & M. Lu 10.1016/j.jhydrol.2017.05.050
- Analyzing Spatio-Temporal Factors to Estimate the Response Time between SMOS and In-Situ Soil Moisture at Different Depths C. Herbert et al. 10.3390/rs12162614
- Improving the ESA CCI daily soil moisture time series with physically-based land surface model datasets using a Fourier time-filtering method E. Seo & P. Dirmeyer 10.1175/JHM-D-21-0120.1
- Evaluation of microwave soil moisture data for monitoring live fuel moisture content (LFMC) over the coterminous United States Y. Lu & C. Wei 10.1016/j.scitotenv.2021.145410
- The development of an operational system for estimating irrigation water use reveals socio-political dynamics in Ukraine J. Dari et al. 10.5194/hess-28-2651-2024
- Parametric and non-parametric indices for agricultural drought assessment using ESACCI soil moisture data over the Southern Plateau and Hills, India H. Palagiri & M. Pal 10.1016/j.jag.2024.104175
- Can soil water measurements at a certain depth be used to estimate mean soil water content of a soil profile at a point or at a hillslope scale? W. Hu & B. Si 10.1016/j.jhydrol.2014.01.053
- Triple Collocation-Based Merging of Satellite Soil Moisture Retrievals A. Gruber et al. 10.1109/TGRS.2017.2734070
- The Role of Climatic Anomalies and Soil Moisture in the Decline of Drought-Prone Forests D. Chaparro et al. 10.1109/JSTARS.2016.2585505
- 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
- Development of a new rainfall‐triggering index of flash flood warning‐case study in Yunnan province, China M. Ma et al. 10.1111/jfr3.12676
- Exploiting Satellite-Based Surface Soil Moisture for Flood Forecasting in the Mediterranean Area: State Update Versus Rainfall Correction C. Massari et al. 10.3390/rs10020292
- Multi-depth evolution characteristics of soil moisture over the Tibetan Plateau in the past 70 years using reanalysis products Y. Liu & Y. Yang 10.3389/fenvs.2022.979853
- Global Automated Quality Control of In Situ Soil Moisture Data from the International Soil Moisture Network W. Dorigo et al. 10.2136/vzj2012.0097
- Vadose Zone Modeling in a Small Forested Catchment: Impact of Water Pressure Head Sampling Frequency on 1D-Model Calibration B. Belfort et al. 10.3390/geosciences8020072
- Multi-objective calibration of MIKE SHE with SMAP soil moisture datasets D. Li et al. 10.2166/nh.2018.110
- Estimating root zone soil moisture using near-surface observations from SMOS T. Ford et al. 10.5194/hess-18-139-2014
- Bias-blind and bias-aware assimilation of leaf area index into the Noah-MP land surface model over Europe S. Scherrer et al. 10.5194/hess-27-4087-2023
- Soil moisture-vegetation interaction from near-global in-situ soil moisture measurements S. Li & Y. Sawada 10.1088/1748-9326/ac9c1f
- Relating satellite gravimetry data to global soil moisture products via data harmonization and correlation analysis S. Abelen & F. Seitz 10.1016/j.rse.2013.04.012
- Performance evaluation of soil moisture profile estimation through entropy-based and exponential filter models V. Mishra et al. 10.1080/02626667.2020.1730846
- Sensitivity of gross primary productivity to climatic drivers during the summer drought of 2018 in Europe Z. Fu et al. 10.1098/rstb.2019.0747
- Comparison of Four Spatial Interpolation Methods for Estimating Soil Moisture in a Complex Terrain Catchment X. Yao et al. 10.1371/journal.pone.0054660
- Spatial and temporal variability of 0‐ to 5‐m soil–water storage at the watershed scale Z. Fu et al. 10.1002/hyp.13172
- The Raam regional soil moisture monitoring network in the Netherlands H. Benninga et al. 10.5194/essd-10-61-2018
- A surface soil temperature retrieval algorithm based on AMSR-E multi-frequency brightness temperatures M. Han et al. 10.1080/01431161.2017.1363438
- Evaluation of six satellite- and model-based surface soil temperature datasets using global ground-based observations H. Ma et al. 10.1016/j.rse.2021.112605
- Estimating error cross‐correlations in soil moisture data sets using extended collocation analysis A. Gruber et al. 10.1002/2015JD024027
- Quality of Soil Simulation by the INM RAS–MSU Soil Scheme as a Part of the SL-AV Weather Prediction Model S. Travova et al. 10.3103/S1068373922030013
- Establishing an Empirical Model for Surface Soil Moisture Retrieval at the U.S. Climate Reference Network Using Sentinel-1 Backscatter and Ancillary Data S. Chatterjee et al. 10.3390/rs12081242
- Mapping soil moisture across the UK: assimilating cosmic-ray neutron sensors, remotely sensed indices, rainfall radar and catchment water balance data in a Bayesian hierarchical model P. Levy 10.5194/hess-28-4819-2024
- Assessment of Soil Moisture Anomaly Sensitivity to Detect Drought Spatio-Temporal Variability in Romania I. Ontel et al. 10.3390/s21248371
- Towards a Long-Term Reanalysis of Land Surface Variables over Western Africa: LDAS-Monde Applied over Burkina Faso from 2001 to 2018 M. Tall et al. 10.3390/rs11060735
- An ensemble square root filter for the joint assimilation of surface soil moisture and leaf area index within the Land Data Assimilation System LDAS-Monde: application over the Euro-Mediterranean region B. Bonan et al. 10.5194/hess-24-325-2020
- Soil Moisture from Fusion of Scatterometer and SAR: Closing the Scale Gap with Temporal Filtering B. Bauer-Marschallinger et al. 10.3390/rs10071030
- Satellite soil moisture for agricultural drought monitoring: Assessment of the SMOS derived Soil Water Deficit Index J. Martínez-Fernández et al. 10.1016/j.rse.2016.02.064
- Assimilation of ASCAT Radar Backscatter Coefficients over Southwestern France T. Corchia et al. 10.3390/rs15174258
- Estimation of Landscape Soil Water Losses from Satellite Observations of Soil Moisture R. Akbar et al. 10.1175/JHM-D-17-0200.1
- Large-scale monitoring of soil moisture using Temperature Vegetation Quantitative Index (TVQI) and exponential filtering: A case study in Beijing Z. Zhao et al. 10.1016/j.agwat.2021.106896
- Modeling the response of soil moisture to climate variability in the Mediterranean region L. Mimeau et al. 10.5194/hess-25-653-2021
- Assimilation of H-SAF Soil Moisture Products for Flash Flood Early Warning Systems. Case Study: Mediterranean Catchments L. Cenci et al. 10.1109/JSTARS.2016.2598475
- Sensitivity‐Based Soil Moisture Assimilation for Improved Streamflow Forecast Using a Novel Forward Sensitivity Method (FSM) Approach R. Visweshwaran et al. 10.1029/2021WR031092
- Utilizing SMAP Soil Moisture Data to Constrain Irrigation in the Community Land Model F. Felfelani et al. 10.1029/2018GL080870
- Retrieving Heterogeneous Surface Soil Moisture at 100 m Across the Globe via Fusion of Remote Sensing and Land Surface Parameters J. Huang et al. 10.3389/frwa.2020.578367
- A first assessment of the SMOS data in southwestern France using in situ and airborne soil moisture estimates: The CAROLS airborne campaign C. Albergel et al. 10.1016/j.rse.2011.06.012
- Monitoring Green Infrastructure for Natural Water Retention Using Copernicus Global Land Products A. Taramelli et al. 10.3390/rs11131583
- On the use of the critical event concept for quantifying soil moisture dynamics T. Wang et al. 10.1016/j.geoderma.2018.08.013
- Using Satellite-Derived Vegetation Products to Evaluate LDAS-Monde over the Euro-Mediterranean Area D. Leroux et al. 10.3390/rs10081199
- Defining a Trade-off Between Spatial and Temporal Resolution of a Geosynchronous SAR Mission for Soil Moisture Monitoring L. Cenci et al. 10.3390/rs10121950
- The value of ASCAT soil moisture and MODIS snow cover data for calibrating a conceptual hydrologic model R. Tong et al. 10.5194/hess-25-1389-2021
- Developing an improved soil moisture dataset by blending passive and active microwave satellite-based retrievals Y. Liu et al. 10.5194/hess-15-425-2011
- Assessment of Root Zone Soil Moisture Estimations from SMAP, SMOS and MODIS Observations M. Pablos et al. 10.3390/rs10070981
- Characterisation of Hydrological Response to Rainfall at Multi Spatio-Temporal Scales in Savannas of Semi-Arid Australia B. Jarihani et al. 10.3390/w9070540
- Combined influence of soil moisture and atmospheric evaporative demand is important for accurately predicting US maize yields A. Rigden et al. 10.1038/s43016-020-0028-7
- Evaluation of soil moisture data products over Indian region and analysis of spatio-temporal characteristics with respect to monsoon rainfall A. Sathyanadh et al. 10.1016/j.jhydrol.2016.08.040
- On the assimilation set-up of ASCAT soil moisture data for improving streamflow catchment simulation J. Loizu et al. 10.1016/j.advwatres.2017.10.034
- Evaluation of satellite-based soil moisture for agricultural drought monitoring in the Brazilian semiarid region D. dos Santos Araujo et al. 10.1016/j.rsase.2023.101111
- Behind the scenes of streamflow model performance L. Bouaziz et al. 10.5194/hess-25-1069-2021
- A comprehensive assessment of in situ and remote sensing soil moisture data assimilation in the APSIM model for improving agricultural forecasting across the US Midwest M. Kivi et al. 10.5194/hess-27-1173-2023
- Microwave Retrievals of Soil Moisture Improve Grassland Wildfire Predictions A. Rigden et al. 10.1029/2020GL091410
- WITHDRAWN: Water controlling by soil moisture P. Mishra & G. Khare 10.1016/j.matpr.2021.05.432
- Spatial and temporal variability of biophysical variables in southwestern France from airborne L-band radiometry E. Zakharova et al. 10.5194/hess-16-1725-2012
- Evaluation of microwave remote sensing for monitoring live fuel moisture content in the Mediterranean region L. Fan et al. 10.1016/j.rse.2017.11.020
- Bridging spatio-temporal discontinuities in global soil moisture mapping by coupling physics in deep learning Z. Wei et al. 10.1016/j.rse.2024.114371
- Improved Understanding of the Link Between Catchment‐Scale Vegetation Accessible Storage and Satellite‐Derived Soil Water Index L. Bouaziz et al. 10.1029/2019WR026365
- Regionalizing Root‐Zone Soil Moisture Estimates From ESA CCI Soil Water Index Using Machine Learning and Information on Soil, Vegetation, and Climate M. Grillakis et al. 10.1029/2020WR029249
- MODIS-Landsat fusion-based single-band algorithms for TSS and turbidity estimation in an urban-waste-dominated river reach D. Sahoo et al. 10.1016/j.watres.2022.119082
- Opportunities and challenges in using catchment-scale storage estimates from cosmic ray neutron sensors for rainfall-runoff modelling K. Dimitrova-Petrova et al. 10.1016/j.jhydrol.2020.124878
- Satellite Data Based Soil Water Index as a Tool to Monitor Droughts and Agricultural Crisis -An Example of Yavatmal District, Maharashtra, India V. Boken 10.21523/gcj1.20040102
- Soil moisture estimates at 1 km resolution making a synergistic use of Sentinel data R. Madelon et al. 10.5194/hess-27-1221-2023
- Land surface spinup for episodic modeling W. Angevine et al. 10.5194/acp-14-8165-2014
- Can Surface Soil Moisture Information Identify Evapotranspiration Regime Transitions? J. Dong et al. 10.1029/2021GL097697
- 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
- Comparing Satellite Soil Moisture Products Using In Situ Observations over an Instrumented Experimental Basin in Romania S. Ortenzi et al. 10.3390/rs16173283
- Data assimilation in integrated hydrological modeling using ensemble Kalman filtering: evaluating the effect of ensemble size and localization on filter performance J. Rasmussen et al. 10.5194/hess-19-2999-2015
- Vertical distribution and temporal stability of soil water in 21-m profiles under different land uses on the Loess Plateau in China Y. Wang et al. 10.1016/j.jhydrol.2015.05.010
- Late-fall satellite-based soil moisture observations show clear connections to subsequent spring streamflow R. Koster et al. 10.1038/s41467-023-39318-3
- Data-Driven Crop Yield Forecasting in the Pannonian Basin and its Skill in Years of Severe Drought E. Bueechi et al. 10.2139/ssrn.4155096
- Temperature and Snow-Mediated Moisture Controls of Summer Photosynthetic Activity in Northern Terrestrial Ecosystems between 1982 and 2011 J. Barichivich et al. 10.3390/rs6021390
- A new SMAP soil moisture and vegetation optical depth product (SMAP-IB): Algorithm, assessment and inter-comparison X. Li et al. 10.1016/j.rse.2022.112921
- Uncertainty estimation for a new exponential-filter-based long-term root-zone soil moisture dataset from Copernicus Climate Change Service (C3S) surface observations A. Pasik et al. 10.5194/gmd-16-4957-2023
- Using remotely sensed soil moisture for land–atmosphere coupling diagnostics: The role of surface vs. root-zone soil moisture variability M. Hirschi et al. 10.1016/j.rse.2014.08.030
- Monitoring and Forecasting the Impact of the 2018 Summer Heatwave on Vegetation C. Albergel et al. 10.3390/rs11050520
- Real-time simulation of surface water and groundwater with data assimilation X. He et al. 10.1016/j.advwatres.2019.03.004
- Estimation of 100 m root zone soil moisture by downscaling 1 km soil water index with machine learning and multiple geodata T. Mahmood et al. 10.1007/s10661-024-12969-5
- Comprehensive validation of seven root zone soil moisture products at 1153 ground sites across China J. Tian & Y. Zhang 10.1080/17538947.2023.2261902
- Evaluating controls of soil properties and climatic conditions on the use of an exponential filter for converting near surface to root zone soil moisture contents T. Wang et al. 10.1016/j.jhydrol.2017.03.055
- Impact of remotely sensed soil moisture and precipitation on soil moisture prediction in a data assimilation system with the JULES land surface model E. Pinnington et al. 10.5194/hess-22-2575-2018
- Data assimilation for continuous global assessment of severe conditions over terrestrial surfaces C. Albergel et al. 10.5194/hess-24-4291-2020
- ESA CCI Soil Moisture for improved Earth system understanding: State-of-the art and future directions W. Dorigo et al. 10.1016/j.rse.2017.07.001
- Comparing the Normalized Difference Infrared Index (NDII) with root zone storage in a lumped conceptual model N. Sriwongsitanon et al. 10.5194/hess-20-3361-2016
- Evaluating Consistency between the Remotely Sensed Soil Moisture and the Hydrological Model-Simulated Soil Moisture in the Qujiang Catchment of China L. Xiong et al. 10.3390/w10030291
- Multilevel and multiscale drought reanalysis over France with the Safran-Isba-Modcou hydrometeorological suite J. Vidal et al. 10.5194/hess-14-459-2010
- 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
- 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
- Fusion of remotely sensed data for soil moisture estimation using relevance vector and support vector machines B. Zaman et al. 10.1080/01431161.2012.690540
- A quality assessment of the soil water index by the propagation of ASCAT soil moisture error estimates through an exponential filter D. De Santis & D. Biondi 10.1080/01431161.2017.1382745
- High-Resolution SMAP-Derived Root-Zone Soil Moisture Using an Exponential Filter Model Calibrated per Land Cover Type V. Stefan et al. 10.3390/rs13061112
- Comparison of soil moisture retrieval algorithms based on the synergy between SMAP and SMOS-IC M. Ebrahimi-Khusfi et al. 10.1016/j.jag.2017.12.005
- Long-Term Trends in Root-Zone Soil Moisture across CONUS Connected to ENSO K. Tobin et al. 10.3390/rs12122037
- An evaluation of ASCAT surface soil moisture products with in-situ observations in Southwestern France C. Albergel et al. 10.5194/hess-13-115-2009
- Improving operational flood ensemble prediction by the assimilation of satellite soil moisture: comparison between lumped and semi-distributed schemes C. Alvarez-Garreton et al. 10.5194/hess-19-1659-2015
- Global Investigation of Soil Moisture and Latent Heat Flux Coupling Strength F. Lei et al. 10.1029/2018WR023469
- Global SMOS Soil Moisture Retrievals from The Land Parameter Retrieval Model R. Schalie et al. 10.1016/j.jag.2015.08.005
- Effect of Assimilating SMAP Soil Moisture on CO2 and CH4 Fluxes through Direct Insertion in a Land Surface Model Z. Zhang et al. 10.3390/rs14102405
- Coupling MODIS and Radar Altimetry Data for Discharge Estimation in Poorly Gauged River Basins A. Tarpanelli et al. 10.1109/JSTARS.2014.2320582
- Combining satellite observations to develop a global soil moisture product for near-real-time applications M. Enenkel et al. 10.5194/hess-20-4191-2016
- Depth extrapolation of field-scale soil moisture time series derived with cosmic-ray neutron sensing (CRNS) using the soil moisture analytical relationship (SMAR) model D. Rasche et al. 10.5194/soil-10-655-2024
- An Exponential Filter Model-Based Root-Zone Soil Moisture Estimation Methodology from Multiple Datasets Y. Yang et al. 10.3390/rs14081785
- Integrated remote sensing and machine learning tools for estimating ecological flow regimes in tropical river reaches D. Sahoo et al. 10.1016/j.jenvman.2022.116121
- The GEOGLAM crop monitor for AMIS: Assessing crop conditions in the context of global markets I. Becker-Reshef et al. 10.1016/j.gfs.2019.04.010
- Predicting rootzone soil moisture from surface observations in cropland using an exponential filter P. Rossini & A. Patrignani 10.1002/saj2.20319
- The Impact of Assumed Error Variances on Surface Soil Moisture and Snow Depth Hydrologic Data Assimilation H. Lu et al. 10.1109/JSTARS.2015.2487740
- Compared performances of SMOS-IC soil moisture and vegetation optical depth retrievals based on Tau-Omega and Two-Stream microwave emission models X. Li et al. 10.1016/j.rse.2019.111502
- Exploring the utility of the downscaled SMAP soil moisture products in improving streamflow simulation S. Wakigari & R. Leconte 10.1016/j.ejrh.2023.101380
- Improving modelled streamflow using time-varying multivariate assimilation of remotely sensed soil moisture and in-situ streamflow observations R. Visweshwaran et al. 10.1016/j.advwatres.2024.104676
- Evaluation of post-retrieval de-noising of active and passive microwave satellite soil moisture C. Su et al. 10.1016/j.rse.2015.03.010
- Machine Learning Downscaling of SoilMERGE in the United States Southern Great Plains K. Tobin et al. 10.3390/rs15215120
- Comparison of four soil moisture sensor types under field conditions in Switzerland H. Mittelbach et al. 10.1016/j.jhydrol.2012.01.041
- Hybrid Methodology Using Sentinel-1/Sentinel-2 for Soil Moisture Estimation S. Nativel et al. 10.3390/rs14102434
- The importance of antecedent vegetation and drought conditions as global drivers of burnt area A. Kuhn-Régnier et al. 10.5194/bg-18-3861-2021
- An intercomparison of available soil moisture estimates from thermal infrared and passive microwave remote sensing and land surface modeling C. Hain et al. 10.1029/2011JD015633
- Comparing soil moisture retrievals from SMOS and ASCAT over France M. Parrens et al. 10.5194/hess-16-423-2012
- Data assimilation in integrated hydrological modelling in the presence of observation bias J. Rasmussen et al. 10.5194/hess-20-2103-2016
- Regional estimation of catchment-scale soil properties by means of streamflow recession analysis for use in distributed hydrological models O. Vannier et al. 10.1002/hyp.10101
- A roadmap for high-resolution satellite soil moisture applications – confronting product characteristics with user requirements J. Peng et al. 10.1016/j.rse.2020.112162
- Considering combined or separated roughness and vegetation effects in soil moisture retrievals M. Parrens et al. 10.1016/j.jag.2016.11.001
- Toward the estimation of river discharge variations using MODIS data in ungauged basins A. Tarpanelli et al. 10.1016/j.rse.2013.04.010
- Development of a spatially-varying Statistical Soil Moisture Profile model by coupling memory and forcing using hydrologic soil groups M. Pal & R. Maity 10.1016/j.jhydrol.2018.12.042
- Global-scale assessment and combination of SMAP with ASCAT (active) and AMSR2 (passive) soil moisture products H. Kim et al. 10.1016/j.rse.2017.10.026
- Consistency and Discrepancy of Global Surface Soil Moisture Changes From Multiple Model‐Based Data Sets Against Satellite Observations X. Gu et al. 10.1029/2018JD029304
- Assessment of MERRA-2 Land Surface Hydrology Estimates R. Reichle et al. 10.1175/JCLI-D-16-0720.1
- Evaluating the drought response of CMIP5 models using global gross primary productivity, leaf area, precipitation, and soil moisture data Y. Huang et al. 10.1002/2016GB005480
- Cross-evaluation of modelled and remotely sensed surface soil moisture with in situ data in southwestern France C. Albergel et al. 10.5194/hess-14-2177-2010
- Utilisation de mesures in situ d’humidité des sols pour l’évaluation des produits satellitaires micro-ondes dans le Sud-Ouest de la France C. Albergel et al. 10.1051/lhb/2010027
- Time-variant error characterization of SMAP and ASCAT soil moisture using Triple Collocation Analysis K. Wu et al. 10.1016/j.rse.2021.112324
- Remote sensing and global databases for soil moisture estimation at different depths in the Pernambuco state, Northeast Brazil M. Jucá & A. Ribeiro Neto 10.1590/2318-0331.272220220016
- Uncertainty reduction and parameter estimation of a distributed hydrological model with ground and remote-sensing data F. Silvestro et al. 10.5194/hess-19-1727-2015
- A Method for Objectively Integrating Soil Moisture Satellite Observations and Model Simulations Toward a Blended Drought Index J. Yin et al. 10.1029/2017WR021959
- Validation of a New Root-Zone Soil Moisture Product: Soil MERGE K. Tobin et al. 10.1109/JSTARS.2019.2930946
- Seasonal and inter-annual variability of soil moisture stress function in dryland wheat field, Australia V. Akuraju et al. 10.1016/j.agrformet.2016.10.007
- Evaluation of the ESA CCI soil moisture product using ground-based observations W. Dorigo et al. 10.1016/j.rse.2014.07.023
10 citations as recorded by crossref.
- Use of Cyclone Global Navigation Satellite System (CyGNSS) Observations for Estimation of Soil Moisture H. Kim & V. Lakshmi 10.1029/2018GL078923
- Improved streamflow simulations by coupling soil moisture analytical relationship in EnKF based hydrological data assimilation framework A. Patil & R. Ramsankaran 10.1016/j.advwatres.2018.08.010
- Linkages between Rainfed Cereal Production and Agricultural Drought through Remote Sensing Indices and a Land Data Assimilation System: A Case Study in Morocco E. Bouras et al. 10.3390/rs12244018
- Landscape Water Storage and Subsurface Correlation From Satellite Surface Soil Moisture and Precipitation Observations D. Short Gianotti et al. 10.1029/2019WR025332
- Assessment of remotely sensed soil moisture products and their quality improvement: A case study in South Korea M. Kwon & D. Han 10.1016/j.jher.2019.04.002
- A geospatial method for estimating soil moisture variability in prehistoric agricultural landscapes A. Gillreath-Brown et al. 10.1371/journal.pone.0220457
- Identifying representative sites to simultaneously predict hillslope surface and subsurface mean soil water contents X. Lai et al. 10.1016/j.catena.2018.05.016
- Evaluating Soil Water Content in a WRF-Noah Downscaling Experiment P. Greve et al. 10.1175/JAMC-D-12-0239.1
- Benchmarking of L-band soil microwave emission models M. Parrens et al. 10.1016/j.rse.2013.09.017
- Root zone soil moisture estimation with Random Forest C. Carranza et al. 10.1016/j.jhydrol.2020.125840
Saved (preprint)
Latest update: 19 Nov 2024
Special issue