277 citations as recorded by crossref.

1. Bias-Corrected RADARSAT-2 Soil Moisture Dynamics Reveal Discharge Hysteresis at An Agricultural Watershed J. Lee & K. Lindenschmidt 10.3390/rs15102677
2. Operational assimilation of ASCAT surface soil wetness at the Met Office I. Dharssi et al. 10.5194/hess-15-2729-2011
3. Observation uncertainty of satellite soil moisture products determined with physically-based modeling N. Wanders et al. 10.1016/j.rse.2012.09.004
4. Applying transfer function-noise modelling to characterize soil moisture dynamics: a data-driven approach using remote sensing data M. Pezij et al. 10.1016/j.envsoft.2020.104756
5. Intercomparison of microwave remote-sensing soil moisture data sets based on distributed eco-hydrological model simulation andin situmeasurements over the North China Plain J. Qiu et al. 10.1080/01431161.2013.788799
6. Continental satellite soil moisture data assimilation improves root-zone moisture analysis for water resources assessment L. Renzullo et al. 10.1016/j.jhydrol.2014.08.008
7. Natural vegetation covers as indicators of the soil water content in a semiarid mountainous watershed P. Gómez-Giráldez et al. 10.1016/j.ecolind.2014.06.024
8. Validation of satellite-based soil moisture retrievals from SMAP with in situ observation in the Simineh-Zarrineh (Bokan) Catchment, NW of Iran K. Maleki et al. 10.18393/ejss.608005
9. A New Fusion Algorithm for Simultaneously Improving Spatio-Temporal Continuity and Quality of Remotely Sensed Soil Moisture Over the Tibetan Plateau Y. Cui et al. 10.1109/JSTARS.2020.3043336
10. Estimation of subsurface soil moisture from surface soil moisture in cold mountainous areas J. Tian et al. 10.5194/hess-24-4659-2020
11. SMAP soil moisture data assimilation impacts on water quality and crop yield predictions in watershed modeling G. Pignotti et al. 10.1016/j.jhydrol.2023.129122
12. Exploring the utility of the downscaled SMAP soil moisture products in improving streamflow simulation S. Wakigari & R. Leconte 10.1016/j.ejrh.2023.101380
13. SMAP Soil Moisture Product Assessment over Wales, U.K., Using Observations from the WSMN Ground Monitoring Network D. Gupta et al. 10.3390/su13116019
14. 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
15. Generation of spatially complete and daily continuous surface soil moisture of high spatial resolution D. Long et al. 10.1016/j.rse.2019.111364
16. Deriving Field Scale Soil Moisture from Satellite Observations and Ground Measurements in a Hilly Agricultural Region L. Zappa et al. 10.3390/rs11222596
17. Optimization of the number and locations of the calibration stations needed to monitor soil moisture using distributed temperature sensing systems: A proof-of-concept study M. Shehata et al. 10.1016/j.jhydrol.2023.129449
18. An intercomparison of remotely sensed soil moisture products at various spatial scales over the Iberian Peninsula R. Parinussa et al. 10.1002/hyp.9975
19. Improvement of operational flood forecasting through the assimilation of satellite observations and multiple river flow data F. Castelli & G. Ercolani 10.5194/piahs-373-167-2016
20. Assimilation of Surface- and Root-Zone ASCAT Soil Moisture Products Into Rainfall–Runoff Modeling L. Brocca et al. 10.1109/TGRS.2011.2177468
21. Potential implications of pre-storm soil moisture on hydrological prediction M. Ajmal et al. 10.1016/j.jher.2015.11.004
22. Monitoring the drought in Southern Africa from space-borne GNSS-R and SMAP data K. Edokossi et al. 10.1007/s11069-024-06546-9
23. A Two-Step Method for Precisely Correcting Abnormal Phases of the SNR Modulation Terms in GNSS-IR Y. Liang et al. 10.1109/JSEN.2024.3402976
24. A Drought Monitoring and Forecasting System for Sub-Sahara African Water Resources and Food Security J. Sheffield et al. 10.1175/BAMS-D-12-00124.1
25. Assimilation of streamflow and in situ soil moisture data into operational distributed hydrologic models: Effects of uncertainties in the data and initial model soil moisture states H. Lee et al. 10.1016/j.advwatres.2011.08.012
26. A global comparison of alternate AMSR2 soil moisture products: Why do they differ? S. Kim et al. 10.1016/j.rse.2015.02.002
27. Estimating root zone soil moisture using near-surface observations from SMOS T. Ford et al. 10.5194/hess-18-139-2014
28. Using a regionalisation approach to evaluate streamflow simulated by an ecohydrological model calibrated with global land surface evaporation from remote sensing A. Odusanya et al. 10.1016/j.ejrh.2022.101042
29. State of the Art in Large-Scale Soil Moisture Monitoring T. Ochsner et al. 10.2136/sssaj2013.03.0093
30. Review of Understanding of Earth’s Hydrological Cycle: Observations, Theory and Modelling M. Rast et al. 10.1007/s10712-014-9279-x
31. A Bayesian probabilistic approach for impacts of sea level rise on coastal engineering design practice M. Rajabalinejad & Z. Demirbilek 10.1016/j.oceaneng.2013.05.001
32. A two-update ensemble Kalman filter for land hydrological data assimilation with an uncertain constraint M. Khaki et al. 10.1016/j.jhydrol.2017.10.032
33. Estimating field-scale root zone soil moisture using the cosmic-ray neutron probe A. Peterson et al. 10.5194/hess-20-1373-2016
34. Sub-daily soil moisture estimate using dynamic Bayesian model averaging Y. Chen et al. 10.1016/j.jhydrol.2020.125445
35. Variational assimilation of streamflow into operational distributed hydrologic models: effect of spatiotemporal scale of adjustment H. Lee et al. 10.5194/hess-16-2233-2012
36. 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
37. Application of Remote Sensing Data to Constrain Operational Rainfall-Driven Flood Forecasting: A Review Y. Li et al. 10.3390/rs8060456
38. The suitability of remotely sensed soil moisture for improving operational flood forecasting N. Wanders et al. 10.5194/hess-18-2343-2014
39. A Comparison of ASCAT Soil Moisture Data With <italic>In Situ</italic> Observations Over the Indian Region: A Multiscale Analysis K. Bhimala & P. Goswami 10.1109/TGRS.2015.2422377
40. The Potential Evaluation of Multisource Remote Sensing Data for Extracting Soil Moisture Based on the Method of BP Neural Network H. Ma & S. Liu 10.1080/07038992.2016.1160773
41. Comparative evaluation of maximum likelihood ensemble filter and ensemble Kalman filter for real-time assimilation of streamflow data into operational hydrologic models A. Rafieeinasab et al. 10.1016/j.jhydrol.2014.06.052
42. Real-time assimilation of streamflow observations into a hydrological routing model: effects of model structures and updating methods M. Mazzoleni et al. 10.1080/02626667.2018.1430898
43. Toward the Removal of Model Dependency in Soil Moisture Climate Data Records by Using an $L$-Band Scaling Reference R. Madelon et al. 10.1109/JSTARS.2021.3137008
44. Underlying Fundamentals of Kalman Filtering for River Network Modeling C. Emery et al. 10.1175/JHM-D-19-0084.1
45. The importance of parameter resampling for soil moisture data assimilation into hydrologic models using the particle filter D. Plaza et al. 10.5194/hess-16-375-2012
46. Soil moisture mapping in a semiarid region, based on ASAR/Wide Swath satellite data M. Zribi et al. 10.1002/2012WR013405
47. Performance assessment of SM2RAIN-NWF using ASCAT soil moisture via supervised land cover-soil-climate classification M. Saeedi et al. 10.1016/j.rse.2022.113393
48. Towards Consistent Soil Moisture Records from China’s FengYun-3 Microwave Observations G. Wang et al. 10.3390/rs14051225
49. Effect of Land-Cover Type on the SMAP Active/Passive Soil Moisture Downscaling Algorithm Performance . Xiaoling Wu et al. 10.1109/LGRS.2014.2364049
50. Combining static and portable Cosmic ray neutron sensor data to assess catchment scale heterogeneity in soil water storage and their integrated role in catchment runoff response K. Dimitrova-Petrova et al. 10.1016/j.jhydrol.2021.126659
51. A microwave-optical/infrared disaggregation for improving spatial representation of soil moisture using AMSR-E and MODIS products M. Choi & Y. Hur 10.1016/j.rse.2012.05.009
52. Operational hydrological data assimilation with the recursive ensemble Kalman filter H. McMillan et al. 10.5194/hess-17-21-2013
53. SMOS brightness temperature assimilation into the Community Land Model D. Rains et al. 10.5194/hess-21-5929-2017
54. Long-term soil moisture dynamics derived from GNSS interferometric reflectometry: a case study for Sutherland, South Africa S. Vey et al. 10.1007/s10291-015-0474-0
55. The value of remotely sensed surface soil moisture for model calibration using SWAT D. Kundu et al. 10.1002/hyp.11219
56. Streamflow and flood prediction in Rwanda using machine learning and remote sensing in support of rural first-mile transport connectivity D. Macharia et al. 10.3389/fclim.2023.1158186
57. 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
58. Dual state/rainfall correction via soil moisture assimilation for improved streamflow simulation: evaluation of a large-scale implementation with Soil Moisture Active Passive (SMAP) satellite data Y. Mao et al. 10.5194/hess-24-615-2020
59. Monitoring soil moisture at the catchment scale – A novel approach combining antecedent precipitation index and radar-derived rainfall data G. Schoener & M. Stone 10.1016/j.jhydrol.2020.125155
60. Exploration of sequential streamflow assimilation in snow dominated watersheds M. Abaza et al. 10.1016/j.advwatres.2015.03.011
61. Improving Streamflow Prediction Using Remotely-Sensed Soil Moisture and Snow Depth H. Lü et al. 10.3390/rs8060503
62. A revisit of NRCS-CN inspired models coupled with RS and GIS for runoff estimation S. Verma et al. 10.1080/02626667.2017.1334166
63. Estimation of soil moisture using modified antecedent precipitation index with application in landslide predictions B. Zhao et al. 10.1007/s10346-019-01255-y
64. Evaluation of remotely sensed and reanalysis soil moisture products over the Tibetan Plateau using in-situ observations J. Zeng et al. 10.1016/j.rse.2015.03.008
65. Assimilation of SMOS soil moisture into a distributed hydrological model and impacts on the water cycle variables over the Ouémé catchment in Benin D. Leroux et al. 10.5194/hess-20-2827-2016
66. Space borne Active Microwave Remote Sensing of Soil Moisture: A Review V. Bhagat 10.21523/gcj1.17010104
67. Integrating Climate Forecasts with the Soil and Water Assessment Tool (SWAT) for High-Resolution Hydrologic Simulations and Forecasts in the Southeastern U.S. V. Sehgal et al. 10.3390/su10093079
68. An evaluation of the potential of Sentinel 1 for improving flash flood predictions via soil moisture–data assimilation L. Cenci et al. 10.5194/adgeo-44-89-2017
69. Role of hydrological model structure in the assimilation of soil moisture for streamflow prediction A. Nayak et al. 10.1016/j.jhydrol.2021.126465
70. A web-based system for satellite-based high-resolution global soil moisture maps M. Khazaei et al. 10.1016/j.cageo.2022.105250
71. A Preliminary Study toward Consistent Soil Moisture from AMSR2 R. Parinussa et al. 10.1175/JHM-D-13-0200.1
72. Multiple-Depth Soil Moisture Estimates Using Artificial Neural Network and Long Short-Term Memory Models H. Han et al. 10.3390/w13182584
73. Soil moisture downscaling across climate regions and its emergent properties G. Mascaro et al. 10.1029/2011JD016231
74. Flood generating mechanisms investigation and rainfall threshold identification for regional flood early warning A. Mentzafou et al. 10.1007/s12665-023-10938-8
75. 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
76. 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
77. Advances in the Quality of Global Soil Moisture Products: A Review Y. Liu & Y. Yang 10.3390/rs14153741
78. The Role of Satellite-Based Remote Sensing in Improving Simulated Streamflow: A Review D. Jiang & K. Wang 10.3390/w11081615
79. Identification of activities of daily living through data fusion on motion and magnetic sensors embedded on mobile devices I. Pires et al. 10.1016/j.pmcj.2018.05.005
80. Flash floods and debris flow in the city area of Messina, north-east part of Sicily, Italy in October 2009: the case of the Giampilieri catchment G. Aronica et al. 10.5194/nhess-12-1295-2012
81. 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
82. Pseudo-Spatially-Distributed Modeling of Water Balance Components in the Free State of Saxony T. Luong et al. 10.3390/hydrology7040084
83. Evaluation of Soil Moisture Retrieval from the ERS and Metop Scatterometers in the Lower Mekong Basin V. Naeimi et al. 10.3390/rs5041603
84. Sequential streamflow assimilation for short-term hydrological ensemble forecasting M. Abaza et al. 10.1016/j.jhydrol.2014.08.038
85. Persistence and Corresponding Time Scales of Soil Moisture Dynamics During Summer in the Babao River Basin, Northwest China S. shen et al. 10.1029/2018JD028414
86. SMOS soil moisture retrievals using the land parameter retrieval model: Evaluation over the Murrumbidgee Catchment, southeast Australia R. van der Schalie et al. 10.1016/j.rse.2015.03.006
87. Exploration of sequential streamflow assimilation in snow dominated watersheds M. Abaza et al. 10.1016/j.advwatres.2015.10.008
88. Quantifying shallow subsurface water and heat dynamics using coupled hydrological-thermal-geophysical inversion A. Tran et al. 10.5194/hess-20-3477-2016
89. Soil moisture estimation based on triple-frequency multipath error X. Zhang et al. 10.1080/01431161.2021.1933246
90. Soil Moisture Estimation in Alpine Catchments through Modeling and Satellite Observations L. Brocca et al. 10.2136/vzj2012.0102
91. Assimilation of SMOS soil moisture and brightness temperature products into a land surface model H. Lievens et al. 10.1016/j.rse.2015.10.033
92. Improving the representation of soil moisture by using a semi‐analytical infiltration model L. Brocca et al. 10.1002/hyp.9766
93. Probabilistic Forecasts of Snow Water Equivalent and Runoff in Mountainous Areas* S. Jörg-Hess et al. 10.1175/JHM-D-14-0193.1
94. Dual assimilation of satellite soil moisture to improve streamflow prediction in data‐scarce catchments C. Alvarez‐Garreton et al. 10.1002/2015WR018429
95. 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
96. A Framework for Diagnosing Factors Degrading the Streamflow Performance of a Soil Moisture Data Assimilation System Y. Mao et al. 10.1175/JHM-D-18-0115.1
97. Sensitivity Analysis of C and Ku-Band Scatterometers for River Water Level Estimation A. Kushwaha et al. 10.1109/TGRS.2022.3187173
98. The efficacy of calibrating hydrologic model using remotely sensed evapotranspiration and soil moisture for streamflow prediction A. Kunnath-Poovakka et al. 10.1016/j.jhydrol.2016.02.018
99. Improved Understanding of the Link Between Catchment‐Scale Vegetation Accessible Storage and Satellite‐Derived Soil Water Index L. Bouaziz et al. 10.1029/2019WR026365
100. Triple Collocation of Ground-, Satellite- and Land Surface Model-Based Surface Soil Moisture Products in Oklahoma—Part I: Individual Product Assessment Z. Hong et al. 10.3390/rs14225641
101. Assimilation of SMOS soil moisture over the Great Lakes basin X. Xu et al. 10.1016/j.rse.2015.08.017
102. Sensitivity Analysis and Calibration of a Rainfall-Runoff Model with the Combined Use of EPA-SWMM and Genetic Algorithm G. Del Giudice & R. Padulano 10.1515/acgeo-2016-0062
103. Application of observation operators for field scale soil moisture averages and variances in agricultural landscapes E. Han et al. 10.1016/j.jhydrol.2012.03.035
104. Catchment scale soil moisture spatial–temporal variability L. Brocca et al. 10.1016/j.jhydrol.2011.12.039
105. Improving the Seasonal Representation of ASCAT Soil Moisture and Vegetation Dynamics in a Temperate Climate I. Pfeil et al. 10.3390/rs10111788
106. Variational assimilation of streamflow data in distributed flood forecasting G. Ercolani & F. Castelli 10.1002/2016WR019208
107. Improving Soil Moisture Profile Prediction With the Particle Filter-Markov Chain Monte Carlo Method H. Yan et al. 10.1109/TGRS.2015.2432067
108. Nonparametric Data Assimilation Scheme for Land Hydrological Applications M. Khaki et al. 10.1029/2018WR022854
109. 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
110. 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
111. The Use of H-SAF Soil Moisture Products for Operational Hydrology: Flood Modelling over Italy C. Massari et al. 10.3390/hydrology2010002
112. Downscaling SMAP soil moisture estimation with gradient boosting decision tree regression over the Tibetan Plateau Z. Wei et al. 10.1016/j.rse.2019.02.022
113. Space-based passive microwave soil moisture retrievals and the correction for a dynamic open water fraction B. Gouweleeuw et al. 10.5194/hess-16-1635-2012
114. A Hybrid Triple Collocation-Deep Learning Approach for Improving Soil Moisture Estimation from Satellite and Model-Based Data W. Ming et al. 10.3390/rs14071744
115. Calibration of a Distributed Hydrological Model (VIC-3L) Based on Global Water Resources Reanalysis Datasets S. Koohi et al. 10.1007/s11269-022-03081-9
116. Toward Global Soil Moisture Monitoring With Sentinel-1: Harnessing Assets and Overcoming Obstacles B. Bauer-Marschallinger et al. 10.1109/TGRS.2018.2858004
117. Spatio-temporal analysis of remotely sensed and hydrological model soil moisture in the small Jičinka River catchment in Czech Republic V. Đukić et al. 10.2478/johh-2020-0038
118. Modeling of surface soil moisture using C-band SAR data over bare fields in the tropical semi-arid region of India P. Gururaj et al. 10.1007/s12518-021-00370-7
119. A novel framework to determine the usefulness of satellite-based soil moisture data in streamflow prediction using dynamic Budyko model A. Nayak et al. 10.1016/j.jhydrol.2020.125849
120. Global SMOS Soil Moisture Retrievals from The Land Parameter Retrieval Model R. Schalie et al. 10.1016/j.jag.2015.08.005
121. Mapping High Spatiotemporal-Resolution Soil Moisture by Upscaling Sparse Ground-Based Observations Using a Bayesian Linear Regression Method for Comparison with Microwave Remotely Sensed Soil Moisture Products J. Kang et al. 10.3390/rs13020228
122. Soil Moisture Data Assimilation in MISDc for Improved Hydrological Simulation in Upper Huai River Basin, China Z. Ding et al. 10.3390/w14213476
123. Progress in integrating remote sensing data and hydrologic modeling X. Xu et al. 10.1177/0309133314536583
124. Data Assimilation of Satellite Soil Moisture into Rainfall-Runoff Modelling: A Complex Recipe? C. Massari et al. 10.3390/rs70911403
125. The agricultural impact of the 2015–2016 floods in Ireland as mapped through Sentinel 1 satellite imagery R. O’Hara et al. 10.2478/ijafr-2019-0006
126. A new approach for validating satellite estimates of soil moisture using large-scale precipitation: Comparing AMSR-E products S. Tuttle & G. Salvucci 10.1016/j.rse.2013.12.002
127. Combining Global Remote Sensing Products with Hydrological Modeling to Measure the Impact of Tropical Forest Loss on Water-Based Ecosystem Services M. Netzer et al. 10.3390/f10050413
128. Spatial-temporal variability of soil moisture: Addressing the monitoring at the catchment scale J. Dari et al. 10.1016/j.jhydrol.2019.01.014
129. Application of HEC-HMS in a Cold Region Watershed and Use of RADARSAT-2 Soil Moisture in Initializing the Model H. Bhuiyan et al. 10.3390/hydrology4010009
130. Influence of SMAP soil moisture retrieval assimilation on runoff estimation across South Asia J. Ahmad et al. 10.1016/j.jhydrol.2024.131550
131. Robust Initial Wetness Condition Framework of an Event-Based Rainfall–Runoff Model Using Remotely Sensed Soil Moisture W. Sunwoo & M. Choi 10.3390/w9020077
132. Improved water balance component estimates through joint assimilation of GRACE water storage and SMOS soil moisture retrievals S. Tian et al. 10.1002/2016WR019641
133. ESA CCI Soil Moisture Assimilation in SWAT for Improved Hydrological Simulation in Upper Huai River Basin Y. Liu et al. 10.1155/2018/7301314
134. Performance assessment of methods to estimate initial hydrologic conditions for event-based rainfall-runoff modelling V. Manikanta & N. Umamahesh 10.2166/wcc.2023.043
135. Correcting Satellite Precipitation Data and Assimilating Satellite-Derived Soil Moisture Data to Generate Ensemble Hydrological Forecasts within the HBV Rainfall-Runoff Model M. Ciupak et al. 10.3390/w11102138
136. An Examination of the SMAP Operational Soil Moisture Products Accuracy at the Tibetan Plateau K. Deng et al. 10.3390/rs14246255
137. 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
138. Spatial Upscaling of Sparse Soil Moisture Observations Based on Ridge Regression J. Kang et al. 10.3390/rs10020192
139. A Prior Estimation of the Spatial Distribution Parameter of Soil Moisture Storage Capacity Using Satellite-Based Root-Zone Soil Moisture Data Y. Tian et al. 10.3390/rs11212580
140. A modified NRCS-CN method for eliminating abrupt runoff changes induced by the categorical antecedent moisture conditions I. Sharma et al. 10.1016/j.jher.2022.07.002
141. A copula-supported Bayesian framework for spatial downscaling of GRACE-derived terrestrial water storage flux M. Tourian et al. 10.1016/j.rse.2023.113685
142. The influence of soil moisture on threshold runoff generation processes in an alpine headwater catchment D. Penna et al. 10.5194/hess-15-689-2011
143. The soil moisture data bank: The ground-based, model-based, and satellite-based soil moisture data A. Tavakol et al. 10.1016/j.rsase.2021.100649
144. A 3 km spatially and temporally consistent European daily soil moisture reanalysis from 2000 to 2015 B. Naz et al. 10.1038/s41597-020-0450-6
145. 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
146. Multi-source hydrological soil moisture state estimation using data fusion optimisation L. Zhuo & D. Han 10.5194/hess-21-3267-2017
147. Improving real-time operational streamflow simulations using discharge data to update state variables of a distributed hydrological model F. Silvestro et al. 10.2166/nh.2021.162
148. Assessing model state and forecasts variation in hydrologic data assimilation J. Samuel et al. 10.1016/j.jhydrol.2014.03.048
149. The impact of land surface temperature on soil moisture anomaly detection from passive microwave observations R. Parinussa et al. 10.5194/hess-15-3135-2011
150. Exploiting the synergy between SMAP and SMOS to improve brightness temperature simulations and soil moisture retrievals in arid regions M. Ebrahimi et al. 10.1016/j.jhydrol.2017.12.051
151. The added value of spatially distributed meteorological data for simulating hydrological processes in a small Mediterranean catchment A. Gara et al. 10.1007/s11600-019-00379-y
152. Microwave Satellite Data for Hydrologic Modeling in Ungauged Basins S. Khan et al. 10.1109/LGRS.2011.2177807
153. Effect of rainfall spatial distribution and duration on minimum spatial resolution of rainfall data for accurate surface runoff prediction C. Kim & D. Kim 10.1016/j.jher.2018.04.001
154. Surface Soil Moisture Retrieval on Qinghai-Tibetan Plateau Using Sentinel-1 Synthetic Aperture Radar Data and Machine Learning Algorithms L. Dong et al. 10.3390/rs15010153
155. 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
156. 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
157. Evaluation of satellite-model proxies for hydro-meteorological services in the upper Zambezi M. Jury 10.1016/j.ejrh.2017.08.003
158. An Improved Triple Collocation Analysis Algorithm for Decomposing Autocorrelated and White Soil Moisture Retrieval Errors J. Dong & W. Crow 10.1002/2017JD027387
159. Remote sensing data assimilation A. Nair et al. 10.1080/02626667.2020.1761021
160. Spatial horizontal correlation characteristics in the land data assimilation of soil moisture X. Han et al. 10.5194/hess-16-1349-2012
161. A review on climate‐model‐based seasonal hydrologic forecasting: physical understanding and system development X. Yuan et al. 10.1002/wat2.1088
162. 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
163. A Review of the Applications of ASCAT Soil Moisture Products L. Brocca et al. 10.1109/JSTARS.2017.2651140
164. Multi-criteria parameter estimation for the Unified Land Model B. Livneh & D. Lettenmaier 10.5194/hess-16-3029-2012
165. A new calibration of the effective scattering albedo and soil roughness parameters in the SMOS SM retrieval algorithm R. Fernandez-Moran et al. 10.1016/j.jag.2017.05.013
166. 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
167. Exploring spatiotemporal patterns and physical controls of soil moisture at various spatial scales J. Qiu et al. 10.1007/s00704-013-1050-6
168. 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
169. Absolute versus temporal anomaly and percent of saturation soil moisture spatial variability for six networks worldwide L. Brocca et al. 10.1002/2014WR015684
170. Multi-decadal analysis of root-zone soil moisture applying the exponential filter across CONUS K. Tobin et al. 10.5194/hess-21-4403-2017
171. Assimilation of SMOS Soil Moisture for Quantifying Drought Impacts on Crop Yield in Agricultural Regions S. Chakrabarti et al. 10.1109/JSTARS.2014.2315999
172. Error Estimates for Near-Real-Time Satellite Soil Moisture as Derived From the Land Parameter Retrieval Model R. Parinussa et al. 10.1109/LGRS.2011.2114872
173. Potential of soil moisture observations in flood modelling: Estimating initial conditions and correcting rainfall C. Massari et al. 10.1016/j.advwatres.2014.08.004
174. Hydrological modelling for flood forecasting: Calibrating the post-fire initial conditions C. Papathanasiou et al. 10.1016/j.jhydrol.2015.07.038
175. Satellite Soil Moisture: Review of Theory and Applications in Water Resources P. Srivastava 10.1007/s11269-017-1722-6
176. Evaluating Bias‐Corrected AMSR‐E Soil Moisture using in situ Observations and Model Estimates V. Sridhar et al. 10.2136/vzj2013.05.0093
177. Coupling the modified SCS-CN and RUSLE models to simulate hydrological effects of restoring vegetation in the Loess Plateau of China G. Gao et al. 10.5194/hess-16-2347-2012
178. Does AMSR2 produce better soil moisture retrievals than AMSR-E over Australia? E. Cho et al. 10.1016/j.rse.2016.10.050
179. Building a Flood-Warning Framework for Ungauged Locations Using Low Resolution, Open-Access Remotely Sensed Surface Soil Moisture, Precipitation, Soil, and Topographic Information S. Kim et al. 10.1109/JSTARS.2018.2790409
180. Flood modeling through remote sensing datasets such as LPRM soil moisture and GPM-IMERG precipitation: A case study of ungauged basins across Morocco M. Ouaba et al. 10.1007/s12145-022-00904-6
181. Operating Small Hydropower Plants in Greece under Intermittent Flow Uncertainty: The Case of Tsiknias River (Lesvos) O. Tzoraki 10.3390/challe11020017
182. Evolutionary assimilation of streamflow in distributed hydrologic modeling using in-situ soil moisture data G. Dumedah & P. Coulibaly 10.1016/j.advwatres.2012.07.012
183. Tracking the weight of Hurricane Harvey’s stormwater using GPS data C. Milliner et al. 10.1126/sciadv.aau2477
184. Estimation of surface soil moisture and roughness from multi-angular ASAR imagery in the Watershed Allied Telemetry Experimental Research (WATER) S. Wang et al. 10.5194/hess-15-1415-2011
185. Soil moisture and soil properties estimation in the Community Land Model with synthetic brightness temperature observations X. Han et al. 10.1002/2013WR014586
186. Informing a hydrological model of the Ogooué with multi-mission remote sensing data C. Kittel et al. 10.5194/hess-22-1453-2018
187. Assimilating uncertain, dynamic and intermittent streamflow observations in hydrological models M. Mazzoleni et al. 10.1016/j.advwatres.2015.07.004
188. Combined assimilation of streamflow and satellite soil moisture with the particle filter and geostatistical modeling H. Yan & H. Moradkhani 10.1016/j.advwatres.2016.06.002
189. The puzzle of soil Moisture: Unravelling its dynamics in a watershed with complex physiographic features S. Sharma et al. 10.1016/j.catena.2024.108371
190. Soil Moisture for Hydrological Applications: Open Questions and New Opportunities L. Brocca et al. 10.3390/w9020140
191. Long-term response of Dictyota dichotoma var. intricata (C. Agardh) Greville (Phaeophyceae) to ocean acidification: Insights from high pCO2 vents L. Porzio et al. 10.1016/j.scitotenv.2020.138896
192. 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
193. Constraining Conceptual Hydrological Models With Multiple Information Sources R. Nijzink et al. 10.1029/2017WR021895
194. Characterization of Basin-Scale Dynamic Storage–Discharge Relationship Using Daily GRACE Based Storage Anomaly Data D. Sharma et al. 10.3390/geosciences10100404
195. 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
196. Error characterisation of global active and passive microwave soil moisture datasets W. Dorigo et al. 10.5194/hess-14-2605-2010
197. Comparing soil moisture retrievals from SMOS and ASCAT over France M. Parrens et al. 10.5194/hess-16-423-2012
198. Analysis of C-Band Scatterometer Moisture Estimations Derived Over a Semiarid Region R. Amri et al. 10.1109/TGRS.2012.2186458
199. A Quasi-Global Approach to Improve Day-Time Satellite Surface Soil Moisture Anomalies through the Land Surface Temperature Input R. Parinussa et al. 10.3390/cli4040050
200. A reliable rainfall–runoff model for flood forecasting: review and application to a semi-urbanized watershed at high flood risk in Italy D. Masseroni et al. 10.2166/nh.2016.037
201. Evaluating the utility of remotely sensed soil moisture for the characterization of runoff response over Canadian watersheds E. Wadsworth et al. 10.1080/07011784.2019.1691943
202. Assimilation of Soil Moisture and Ocean Salinity (SMOS) brightness temperature into a large-scale distributed conceptual hydrological model to improve soil moisture predictions: the Murray–Darling basin in Australia as a test case R. Hostache et al. 10.5194/hess-24-4793-2020
203. Remotely sensed ET for streamflow modelling in catchments with contrasting flow characteristics: an attempt to improve efficiency A. Kunnath-Poovakka et al. 10.1007/s00477-018-1528-y
204. SMOS-IC: An Alternative SMOS Soil Moisture and Vegetation Optical Depth Product R. Fernandez-Moran et al. 10.3390/rs9050457
205. Using globally available soil moisture indicators for flood modelling in Mediterranean catchments C. Massari et al. 10.5194/hess-18-839-2014
206. Complexity‐reduction modelling for assessing the macro‐scale patterns of historical soil moisture in the Euro‐Mediterranean region N. Diodato et al. 10.1002/hyp.9925
207. Improving Human Activity Monitoring by Imputation of Missing Sensory Data: Experimental Study I. Pires et al. 10.3390/fi12090155
208. The Assimilation of Remote Sensing-Derived Soil Moisture Data into a Hydrological Model for the Mahanadi Basin, India S. Behera et al. 10.1007/s12524-019-00954-2
209. The magnitude of variability produced by methods used to estimate annual stormwater contaminant loads for highly urbanised catchments H. Beck & G. Birch 10.1007/s10661-012-2937-x
210. Estimation of the Root-Zone Soil Moisture Using Passive Microwave Remote Sensing and SMAR Model F. Faridani et al. 10.1061/(ASCE)IR.1943-4774.0001115
211. Observations of an Extreme Atmospheric River Storm With a Diverse Sensor Network B. Hatchett et al. 10.1029/2020EA001129
212. Soil Moisture from Fusion of Scatterometer and SAR: Closing the Scale Gap with Temporal Filtering B. Bauer-Marschallinger et al. 10.3390/rs10071030
213. 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
214. 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
215. Evaluation of satellite soil moisture products over Norway using ground-based observations A. Griesfeller et al. 10.1016/j.jag.2015.04.016
216. Soil Moisture Data Assimilation in a Hydrological Model: A Case Study in Belgium Using Large-Scale Satellite Data P. Baguis & E. Roulin 10.3390/rs9080820
217. Impact of Geology on Seasonal Hydrological Predictability in Alpine Regions by a Sensitivity Analysis Framework M. Stergiadi et al. 10.3390/w12082255
218. A Review of Satellite-Derived Soil Moisture and Its Usage for Flood Estimation S. Kim et al. 10.1007/s41976-019-00025-7
219. Multi-objective calibration of a hydrologic model using spatially distributed remotely sensed/in-situ soil moisture M. Rajib et al. 10.1016/j.jhydrol.2016.02.037
220. 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
221. Droughts and Floods in the La Plata Basin in Soil Moisture Data and GRACE S. Abelen et al. 10.3390/rs70607324
222. The global SMOS Level 3 daily soil moisture and brightness temperature maps A. Al Bitar et al. 10.5194/essd-9-293-2017
223. How do Spatial Scale, Noise, and Reference Data affect Empirical Estimates of Error in ASAR-Derived 1 km Resolution Soil Moisture? M. Doubkova et al. 10.1109/JSTARS.2014.2324657
224. The Impact of SMOS Soil Moisture Data Assimilation within the Operational Global Flood Awareness System (GloFAS) C. Baugh et al. 10.3390/rs12091490
225. Soil Moisture Retrievals From the WindSat Spaceborne Polarimetric Microwave Radiometer R. Parinussa et al. 10.1109/TGRS.2011.2174643
226. Review of assimilating GRACE terrestrial water storage data into hydrological models: Advances, challenges and opportunities S. Soltani et al. 10.1016/j.earscirev.2020.103487
227. Assimilating ASCAT normalized backscatter and slope into the land surface model ISBA-A-gs using a Deep Neural Network as the observation operator: Case studies at ISMN stations in western Europe X. Shan et al. 10.1016/j.rse.2024.114167
228. Tracking tree growth through satellite soil moisture monitoring: A case study of Pinus halepensis in Spain J. Martínez-Fernández et al. 10.1016/j.rse.2019.111422
229. A Hybrid Approach Combining Conceptual Hydrological Models, Support Vector Machines and Remote Sensing Data for Rainfall-Runoff Modeling M. Kwon et al. 10.3390/rs12111801
230. Effect of high-resolution spatial soil moisture variability on simulated runoff response using a distributed hydrologic model J. Minet et al. 10.5194/hess-15-1323-2011
231. Multi-sensor assimilation of SMOS brightness temperature and GRACE terrestrial water storage observations for soil moisture and shallow groundwater estimation M. Girotto et al. 10.1016/j.rse.2019.04.001
232. Impact of Vegetation Gradient and Land Cover Conditions on Soil Moisture Retrievals From Different Frequencies and Acquisition Times of AMSR2 M. Zohaib et al. 10.1109/TGRS.2023.3264505
233. Bare soil hydrological balance model “MHYSAN”: Calibration and validation using SAR moisture products and continuous thetaprobe network measurements over bare agricultural soils (Tunisia) A. Gorrab et al. 10.1016/j.jaridenv.2016.12.005
234. Short-Term Soil Moisture Forecasting via Gaussian Process Regression with Sample Selection M. Liu et al. 10.3390/w12113085
235. Evaluation of the predicted error of the soil moisture retrieval from C-band SAR by comparison against modelled soil moisture estimates over Australia M. Doubková et al. 10.1016/j.rse.2011.09.031
236. Comparison of environmental controls on soil moisture spatial patterns at mesoscales: Observational evidence from two regions in China T. Wang et al. 10.1016/j.geoderma.2020.114451
237. Joint assimilation of soil moisture retrieved from multiple passive microwave frequencies increases robustness of soil moisture state estimation A. Gevaert et al. 10.5194/hess-22-4605-2018
238. Progress in rainfall-runoff modelling – contribution of remote sensing T. Mushore et al. 10.1080/0035919X.2019.1589600
239. Improving streamflow simulations and forecasting performance of SWAT model by assimilating remotely sensed soil moisture observations A. Patil & R. Ramsankaran 10.1016/j.jhydrol.2017.10.058
240. Event-based and continous flood modeling in Zijinguan watershed, Northern China R. Katwal et al. 10.1007/s11069-021-04703-y
241. Characterizing soil water content variability across spatial scales from optimized high-resolution distributed temperature sensing technique M. Shehata et al. 10.1016/j.jhydrol.2022.128195
242. Estimation of surface soil moisture from ASAR dual-polarized data in the middle stream of the Heihe River Basin J. Ma et al. 10.1007/s11859-013-0909-9
243. Assimilation of global radar backscatter and radiometer brightness temperature observations to improve soil moisture and land evaporation estimates H. Lievens et al. 10.1016/j.rse.2016.11.022
244. GNSS-Reflectometry and Remote Sensing of Soil Moisture: A Review of Measurement Techniques, Methods, and Applications K. Edokossi et al. 10.3390/rs12040614
245. 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
246. 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
247. Spatiotemporal Analysis of Soil Moisture Variation in the Jiangsu Water Supply Area of the South-to-North Water Diversion Using ESA CCI Data Y. Wang et al. 10.3390/rs14020256
248. 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
249. Estimation of Soil Moisture Index Using Multi-Temporal Sentinel-1 Images over Poyang Lake Ungauged Zone Y. Zhang et al. 10.3390/rs10010012
250. Uncertainty decomposition and reduction in river flood forecasting: Belgian case study N. Van Steenbergen & P. Willems 10.1111/jfr3.12093
251. A global long-term, high-resolution satellite radar backscatter data record (1992–2022+): merging C-band ERS/ASCAT and Ku-band QSCAT S. Tao et al. 10.5194/essd-15-1577-2023
252. Observation and integrated Earth-system science: A roadmap for 2016–2025 A. Simmons et al. 10.1016/j.asr.2016.03.008
253. Changes in soil moisture caused solely by vegetation restoration in the karst region of southwest China D. Peng et al. 10.1016/j.jhydrol.2022.128460
254. Soil moisture remote-sensing applications for identification of flood-prone areas along transport infrastructure A. Ahlmer et al. 10.1007/s12665-018-7704-z
255. Assessing sequential data assimilation techniques for integrating GRACE data into a hydrological model M. Khaki et al. 10.1016/j.advwatres.2017.07.001
256. Application of a model-based rainfall-runoff database as efficient tool for flood risk management L. Brocca et al. 10.5194/hess-17-3159-2013
257. Estimation and Assessment of the Root Zone Soil Moisture from Near-Surface Measurements over Huai River Basin E. Liu et al. 10.3390/atmos14010124
258. Hydrologic model calibration using remotely sensed soil moisture and discharge measurements: The impact on predictions at gauged and ungauged locations Y. Li et al. 10.1016/j.jhydrol.2018.01.013
259. Generation of root zone soil moisture from the integration of an all-weather satellite surface soil moisture estimates and an analytical model: A preliminary result in China Y. Wang et al. 10.1016/j.jhydrol.2024.132098
260. Estimation of antecedent wetness conditions for flood modelling in northern Morocco Y. Tramblay et al. 10.5194/hess-16-4375-2012
261. Enhancing the capabilities of the Chao Phraya forecasting system through the integration of pre-processed numerical weather forecasts T. Charoensuk et al. 10.1016/j.ejrh.2024.101737
262. 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
263. Advancing data assimilation in operational hydrologic forecasting: progresses, challenges, and emerging opportunities Y. Liu et al. 10.5194/hess-16-3863-2012
264. Sensitivity of surface soil moisture retrieval to satellite-derived vegetation descriptors over wheat fields in the Kairouan plain E. Ayari et al. 10.1080/22797254.2023.2260555
265. 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
266. Influence of spatial distribution of sensors and observation accuracy on the assimilation of distributed streamflow data in hydrological modelling M. Mazzoleni et al. 10.1080/02626667.2016.1247211
267. Initial soil moisture effects on flash flood generation – A comparison between basins of contrasting hydro-climatic conditions M. Grillakis et al. 10.1016/j.jhydrol.2016.03.007
268. Parameter Uncertainty of a Hydrologic Model Calibrated with Remotely Sensed Evapotranspiration and Soil Moisture A. Kunnath-Poovakka et al. 10.1061/(ASCE)HE.1943-5584.0002055
269. Triple Collocation of Ground-, Satellite- and Land Surface Model-Based Surface Soil Moisture Products in Oklahoma Part II: New Multi-Sensor Soil Moisture (MSSM) Product Z. Hong et al. 10.3390/rs15133450
270. SMOS soil moisture assimilation for improved hydrologic simulation in the Murray Darling Basin, Australia H. Lievens et al. 10.1016/j.rse.2015.06.025
271. Error distribution modelling of satellite soil moisture measurements for hydrological applications L. Zhuo et al. 10.1002/hyp.10789
272. The Relevance of Soil Moisture by Remote Sensing and Hydrological Modelling L. Zhuo & D. Han 10.1016/j.proeng.2016.07.499
273. Evaluation of Spatial Pattern of Altered Flow Regimes on a River Network Using a Distributed Hydrological Model M. Ryo et al. 10.1371/journal.pone.0133833
274. Comparison of ensemble-based state and parameter estimation methods for soil moisture data assimilation W. Chen et al. 10.1016/j.advwatres.2015.08.003
275. A spatially coherent global soil moisture product with improved temporal resolution R. de Jeu et al. 10.1016/j.jhydrol.2014.02.015
276. Misrepresentation and amendment of soil moisture in conceptual hydrological modelling L. Zhuo & D. Han 10.1016/j.jhydrol.2016.02.033
277. Exploration of empirical relationship between surface soil temperature and surface soil moisture over two catchments of contrasting climates and land covers L. Zhuo et al. 10.1007/s12517-017-3183-x