142 citations as recorded by crossref.

1. Satellite soil moisture for agricultural drought monitoring: Assessment of the SMOS derived Soil Water Deficit Index J. Martínez-Fernández et al.
2. Spatial Downscaling of Soil Moisture Product to Generate High-Resolution Data: A Multi-Source Approach over Heterogeneous Landscapes in Kenya A. Abebe et al.
3. Multi-layer high-resolution soil moisture estimation using machine learning over the United States L. Karthikeyan & A. Mishra
4. Evaluation of 18 satellite- and model-based soil moisture products using in situ measurements from 826 sensors H. Beck et al.
5. A Convolutional Neural Network Algorithm for Soil Moisture Prediction from Sentinel-1 SAR Images E. Hegazi et al.
6. Large-scale monitoring of soil moisture using Temperature Vegetation Quantitative Index (TVQI) and exponential filtering: A case study in Beijing Z. Zhao et al.
7. Automated Quality Control of In Situ Soil Moisture from the North American Soil Moisture Database Using NLDAS-2 Products Y. Xia et al.
8. A geospatial method for estimating soil moisture variability in prehistoric agricultural landscapes A. Gillreath-Brown et al.
9. Evaluation of microwave remote sensing for monitoring live fuel moisture content in the Mediterranean region L. Fan et al.
10. Evaluation of soil moisture data products over Indian region and analysis of spatio-temporal characteristics with respect to monsoon rainfall A. Sathyanadh et al.
11. Assessment of Root Zone Soil Moisture Estimations from SMAP, SMOS and MODIS Observations M. Pablos et al.
12. Assessment of long-term multisource surface and subsurface soil moisture products and estimate methods on the Tibetan Plateau P. Zhang et al.
13. A data-driven approach using the remotely sensed soil moisture product to identify water-demand in agricultural regions G. Singh & N. Das
14. AI-Driven Integration of Sentinel-1 SAR for High-Resolution Soil Water Content Estimation to Enhance Precision Irrigation in Smallholder Maize Systems, Vhembe District G. Nxumalo et al.
15. Testing of observation operators designed to estimate profile soil moisture from surface measurements X. Gao et al.
16. A global framework for subsurface soil moisture estimation: Coupling fractal Richards equation with Bayesian optimization Z. Zhu et al.
17. A comparison of machine learning algorithms for predicting gross primary productivity of the Western Ghats region in India using reanalysis and satellite data G. Agarwal et al.
18. Assessment of remotely sensed soil moisture products and their quality improvement: A case study in South Korea M. Kwon & D. Han
19. A Fusion Strategy for High-Accuracy Multilayer Soil Moisture Downscaling and Mapping X. Zhang et al.
20. Improving operational flood ensemble prediction by the assimilation of satellite soil moisture: comparison between lumped and semi-distributed schemes C. Alvarez-Garreton et al.
21. Soil moisture information can improve shallow landslide forecasting using the hydrometeorological threshold approach P. Marino et al.
22. Dynamics of Soil Moisture and Its Response to Meteorological Factors at Different Depths in an Arid Land, Northwest China W. Li et al.
23. Improved Understanding of the Link Between Catchment‐Scale Vegetation Accessible Storage and Satellite‐Derived Soil Water Index L. Bouaziz et al.
24. Global scale error assessments of soil moisture estimates from microwave-based active and passive satellites and land surface models over forest and mixed irrigated/dryland agriculture regions H. Kim et al.
25. Integrating machine learning models with ground sensors to enhance soil moisture prediction in agroecosystems of Texas G. Tefera et al.
26. 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.
27. Comprehensive quality assessment of satellite- and model-based soil moisture products against the COSMOS network in Germany T. Schmidt et al.
28. 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
29. 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.
30. Using remotely sensed soil moisture for land–atmosphere coupling diagnostics: The role of surface vs. root-zone soil moisture variability M. Hirschi et al.
31. 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
32. An Evaluation of the North American Regional Reanalysis Simulated Soil Moisture Conditions during the 2011–13 Drought Period R. Leeper et al.
33. An Exponential Filter Model-Based Root-Zone Soil Moisture Estimation Methodology from Multiple Datasets Y. Yang et al.
34. 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.
35. Towards soil moisture profile estimation in the root zone using L- and P-band radiometer observations: A coherent modelling approach F. Brakhasi et al.
36. Comparison of NLDAS-2 Simulated and NASMD Observed Daily Soil Moisture. Part I: Comparison and Analysis Y. Xia et al.
37. Soil Moisture Prediction in Pavement Layers Using LSTM Neural Networks A. Tophel et al.
38. Evaluation of the SMOS-Derived Soil Water Deficit Index as Agricultural Drought Index in Northeast of Brazil F. Paredes-Trejo & H. Barbosa
39. Multi-decadal analysis of root-zone soil moisture applying the exponential filter across CONUS K. Tobin et al.
40. C-band radar data and in situ measurements for the monitoring of wheat crops in a semi-arid area (center of Morocco) N. Ouaadi et al.
41. High Spatial and Temporal Soil Moisture Retrieval in Agricultural Areas Using Multi-Orbit and Vegetation Adapted Sentinel-1 SAR Time Series D. Mengen et al.
42. Using lagged dependence to identify (de)coupled surface and subsurface soil moisture values C. Carranza et al.
43. Impacts of hydrometeorological controls on vegetation productivity: Evidence from satellite observations and reanalysis Y. Liu et al.
44. Hydrological Storage Length Scales Represented by Remote Sensing Estimates of Soil Moisture and Precipitation R. Akbar et al.
45. The diagnosis about spatio-temporal characteristics and driving factors of flash drought and its prediction over typical humid and semi-arid basins in China Q. Zhu & Y. Wang
46. Root-zone soil moisture estimation based on remote sensing data and deep learning Y. A et al.
47. Retrieving long-term topsoil moisture in Qingtongxia irrigation district using a modified OPTRAM model S. Du et al.
48. Comparison of SMOS, modelled andin situlong-term soil moisture series in the northwest of Spain A. Gumuzzio et al.
49. Physics‐Constrained Machine Learning of Evapotranspiration W. Zhao et al.
50. 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
51. Soil Moisture Monitoring in Iran by Implementing Satellite Data into the Root-Zone SMAR Model F. Gheybi et al.
52. Comparing the Normalized Difference Infrared Index (NDII) with root zone storage in a lumped conceptual model N. Sriwongsitanon et al.
53. Root-zone plant available water estimation using the SMOS-derived soil water index Á. González-Zamora et al.
54. Soil moisture profile estimation by combining P-band SAR polarimetry with hydrological and multi-layer scattering models A. Fluhrer et al.
55. 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.
56. Estimating root zone soil moisture using the SMAR model and regression method at a headwater catchment with complex terrain Y. Qi et al.
57. Retrieving accurate soil moisture over the Tibetan Plateau using multi-source remote sensing data assimilation with simultaneous state and parameter estimations W. Chen et al.
58. Retrieving Surface and Rootzone Soil Moisture Using Microwave Remote Sensing S. Thaggahalli Nagaraju & A. Pathak
59. Microwave Retrievals of Soil Moisture Improve Grassland Wildfire Predictions A. Rigden et al.
60. Combined influence of soil moisture and atmospheric evaporative demand is important for accurately predicting US maize yields A. Rigden et al.
61. Improvement of the soil-atmosphere interactions and subsequent heavy precipitation modelling by enhanced initialization using remotely sensed 1 km soil moisture information S. Helgert & S. Khodayar
62. Evaluation of Soil Water Availability (SWA) Based on Hydrological Modelling in Arid and Semi-Arid Areas: A Case Study in Handan City, China X. Gao et al.
63. On the use of the critical event concept for quantifying soil moisture dynamics T. Wang et al.
64. Deep learning approach for vertical soil moisture profile estimation using hydrometeorological data M. Khan & R. Maity
65. An advanced error correction methodology for merging in-situ observed and model-based soil moisture Z. Wu et al.
66. SMOS data as a source of the agricultural drought information: Case study of the Vistula catchment, Poland M. Kędzior & J. Zawadzki
67. Global-scale assessment and combination of SMAP with ASCAT (active) and AMSR2 (passive) soil moisture products H. Kim et al.
68. Evaluating the drought response of CMIP5 models using global gross primary productivity, leaf area, precipitation, and soil moisture data Y. Huang et al.
69. Detecting groundwater dependence and woody vegetation restoration with NDVI and moisture trend analyses in an Indonesian karst savanna P. Godwin et al.
70. Evaluation of nine sub-daily soil moisture model products over China using high-resolution in situ observations Y. Chen & H. Yuan
71. Climate change increases the interannual variance of summer crop yields globally through changes in temperature and water supply J. Proctor et al.
72. More accurate specification of water supply shows its importance for global crop production J. Proctor et al.
73. From near surface to root zone soil water losses: a new model validated with field TDR and remotely sensed data T. Martini et al.
74. Multilayer Soil Moisture Mapping at a Regional Scale from Multisource Data via a Machine Learning Method L. Zeng et al.
75. Kenyan tea is made with heat and water: how will climate change influence its yield? A. Rigden et al.
76. The Feasibility of Remotely Sensed Near-Infrared Reflectance for Soil Moisture Estimation for Agricultural Water Management E. Babaeian & M. Tuller
77. Predicting rootzone soil moisture from surface observations in cropland using an exponential filter P. Rossini & A. Patrignani
78. Retrieval of Subsurface Soil Moisture and Vegetation Water Content From Multifrequency SoOp Reflectometry: Sensitivity Analysis S. Kim et al.
79. Estimation of Landscape Soil Water Losses from Satellite Observations of Soil Moisture R. Akbar et al.
80. Remote Sensing, Geophysics, and Modeling to Support Precision Agriculture—Part 2: Irrigation Management A. Pradipta et al.
81. Predicting root zone soil moisture using observations at 2121 sites across China J. Tian et al.
82. Estimation of subsurface soil moisture from surface soil moisture in cold mountainous areas J. Tian et al.
83. An improved process-oriented hydro-biogeochemical model for simulating dynamic fluxes of methane and nitrous oxide in alpine ecosystems with seasonally frozen soils W. Zhang et al.
84. A novel framework for pixel-wise estimation of irrigation water use by integrating remote sensing and reanalysis data L. Zhang et al.
85. Estimation of root zone soil moisture from ground and remotely sensed soil information with multisensor data fusion and automated machine learning E. Babaeian et al.
86. Landscape Water Storage and Subsurface Correlation From Satellite Surface Soil Moisture and Precipitation Observations D. Short Gianotti et al.
87. Assessment of SMOS Root Zone Soil Moisture: A Comparative Study Using SMAP, ERA5, and GLDAS N. Ojha et al.
88. Enhanced sequential soil moisture estimation using an ensemble deep learning filter without linear-Gaussian constraints T. Zhang et al.
89. Evaluation of Soil Moisture in CMIP6 Multimodel Simulations Over Conterminous China A. Wang et al.
90. Spatio-temporal changes in global root zone soil moisture from 1981 to 2017 X. Luo et al.
91. Long-Term Characteristics of Surface Soil Moisture over the Tibetan Plateau and Its Response to Climate Change C. Zhu et al.
92. The Raam regional soil moisture monitoring network in the Netherlands H. Benninga et al.
93. Passive Microwave Remote Sensing Soil Moisture Data in Agricultural Drought Monitoring: Application in Northeastern China T. Cheng et al.
94. Comparison of Three Methods for Vertical Extrapolation of Soil Moisture in Oklahoma N. Zhang et al.
95. Spatial representativeness of soil moisture using in situ, remote sensing, and land reanalysis data N. Nicolai‐Shaw et al.
96. Extension of cosmic-ray neutron probe measurement depth for improving field scale root-zone soil moisture estimation by coupling with representative in-situ sensors H. Nguyen et al.
97. Analyzing Spatio-Temporal Factors to Estimate the Response Time between SMOS and In-Situ Soil Moisture at Different Depths C. Herbert et al.
98. Remotely Sensed Soil Moisture Can Capture Dynamics Relevant to Plant Water Uptake A. Feldman et al.
99. High-Resolution SMAP-Derived Root-Zone Soil Moisture Using an Exponential Filter Model Calibrated per Land Cover Type V. Stefan et al.
100. Assessing and comparing the subseasonal variations of summer soil moisture of satellite products over eastern China Y. Zhou et al.
101. Does Afternoon Precipitation Occur Preferentially over Dry or Wet Soils in Oklahoma? T. Ford et al.
102. Estimating field-scale root zone soil moisture using the cosmic-ray neutron probe A. Peterson et al.
103. The Impact of Vertical Measurement Depth on the Information Content of Soil Moisture for Latent Heat Flux Estimation J. Qiu et al.
104. Improved subsurface soil moisture prediction from surface soil moisture through the integration of the (de)coupling effect Z. Xu et al.
105. Enhancing root-zone soil moisture estimation using Richards' equation and dynamic surface soil moisture data X. Zha et al.
106. Short-Term and Long-Term Surface Soil Moisture Memory Time Scales Are Spatially Anticorrelated at Global Scales K. McColl et al.
107. Soil Moisture and Sea Surface Salinity Derived from Satellite-Borne Sensors J. Boutin et al.
108. 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
109. Assimilation of SMOS brightness temperatures or soil moisture retrievals into a land surface model G. De Lannoy & R. Reichle
110. Comparison of Long-Term Changes in Non-Linear Aggregated Drought Index Calibrated by MERRA–2 and NDII Soil Moisture Proxies F. Mathivha & N. Mbatha
111. Improvement of rootzone soil moisture estimation over the Tibetan Plateau based on the exponential filter model and Copernicus Climate Change Service (C3S) surface observations Y. Song et al.
112. The Coupling of Soil Water and Leaf Phenology Observed by Satellite During Australian Bushfires in 2019–2020 Y. Liu et al.
113. Comprehensive Error Analysis of CLDAS Soil Moisture Over Arid and Semiarid Regions R. Guluzade et al.
114. Evaluation and analysis of root zone soil moisture products in the frozen soil of the western Daxinganling Mountains based on In-Situ data W. Shan et al.
115. Assessment of SMADI and SWDI agricultural drought indices using remotely sensed root zone soil moisture M. Pablos et al.
116. A Review of Root Zone Soil Moisture Estimation Methods Based on Remote Sensing M. Li et al.
117. Parameter optimisation for a better representation of drought by LSMs: inverse modelling vs. sequential data assimilation H. Dewaele et al.
118. Spatial-temporal simulation and prediction of root zone soil moisture based on Hydrus-1D and CNN-LSTM-attention models in Yutian Oasis, southern Xinjiang, China X. LÜ et al.
119. Evaluation of root zone soil moisture products over the Huai River basin E. Liu et al.
120. Satellite Chlorophyll Fluorescence and Soil Moisture Observations Lead to Advances in the Predictive Understanding of Global Terrestrial Coupled Carbon‐Water Cycles B. Qiu et al.
121. Noninvasive 2D and 3D Mapping of Root Zone Soil Moisture Through the Detection of Coarse Roots With Ground‐Penetrating Radar X. Liu et al.
122. Spatial and Temporal Distribution of Soil Moisture at the Catchment Scale Using Remotely-Sensed Energy Fluxes T. Alexandridis et al.
123. The North American Soil Moisture Database: Development and Applications S. Quiring et al.
124. Root zone soil moisture mapping at very high spatial resolution using radar-derived surface soil moisture product N. Ouaadi et al.
125. Late-fall satellite-based soil moisture observations show clear connections to subsequent spring streamflow R. Koster et al.
126. Relationships among soil moisture at various depths under diverse climate, land cover and soil texture N. Li et al.
127. Two-step fusion method for generating 1 km seamless multi-layer soil moisture with high accuracy in the Qinghai-Tibet plateau S. Huang et al.
128. Robustness of critical soil moisture to curve-fitting methods and its variability with soil depth, soil texture, and climatic conditions: insights from lysimeter data in Germany X. Lu et al.
129. A New Optical Remote Sensing Technique for High-Resolution Mapping of Soil Moisture E. Babaeian et al.
130. Performance evaluation of soil moisture profile estimation through entropy-based and exponential filter models V. Mishra et al.
131. Comparison of different assimilation methodologies of groundwater levels to improve predictions of root zone soil moisture with an integrated terrestrial system model H. Zhang et al.
132. Satellite-Based Assessment of Meteorological and Agricultural Drought in Mainland Southeast Asia Y. Li et al.
133. Improvement of multi‐layer soil moisture prediction using support vector machines and ensemble Kalman filter coupled with remote sensing soil moisture datasets over an agriculture dominant basin in China Q. Zhu et al.
134. Springtime soil moisture variability and its changing environmental drivers: a CMIP6 multi-model ensemble analysis for the subtropical East Asian region S. Koralegedara et al.
135. Quantifying the potential of using Soil Moisture Active Passive (SMAP) soil moisture variability to predict subsurface water dynamics A. Nayak et al.
136. Remote sensing of root zone soil moisture: A review of methods and products A. Kasim et al.
137. Comparing the Assimilation of SMOS Brightness Temperatures and Soil Moisture Products on Hydrological Simulation in the Canadian Land Surface Scheme M. Nambiar et al.
138. Evaluation of subsurface soil water content estimate methods: Maximum entropy vs. exponential filter H. Luo et al.
139. Regional assimilation of in situ observed soil moisture into the VIC model considering spatial variability J. Zhou et al.
140. Estimation and Assessment of the Root Zone Soil Moisture from Near-Surface Measurements over Huai River Basin E. Liu et al.
141. A regional model-based algorithm to simulate root zone soil moisture with multi-source datasets Y. Liu et al.
142. Root-zone soil moisture estimation from assimilation of downscaled Soil Moisture and Ocean Salinity data G. Dumedah et al.