209 citations as recorded by crossref.

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9. Isotope data-constrained hydrological model improves soil moisture simulation and runoff source apportionment Y. Nan & F. Tian 10.1016/j.jhydrol.2024.131006
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11. Winter Wheat Yield Estimation Based on Sparrow Search Algorithm Combined with Random Forest: A Case Study in Henan Province, China X. Shi et al. 10.1007/s11769-024-1421-1
12. A Sentinel-1 SAR-based global 1-km resolution soil moisture data product: Algorithm and preliminary assessment D. Fan et al. 10.1016/j.rse.2024.114579
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15. Impacts of hydrometeorological controls on vegetation productivity: Evidence from satellite observations and reanalysis Y. Liu et al. 10.1016/j.ecolind.2024.111976
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19. Global Evaluation of SMAP/Sentinel-1 Soil Moisture Products F. Mohseni et al. 10.3390/rs14184624
20. Evaluation of reanalysis soil moisture products using cosmic ray neutron sensor observations across the globe Y. Zheng et al. 10.5194/hess-28-1999-2024
21. Towards Consistent Soil Moisture Records from China’s FengYun-3 Microwave Observations G. Wang et al. 10.3390/rs14051225
22. 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
23. Synergistic Calibration of a Hydrological Model Using Discharge and Remotely Sensed Soil Moisture in the Paraná River Basin A. Fleischmann et al. 10.3390/rs13163256
24. Estimating Rootzone Soil Moisture by Fusing Multiple Remote Sensing Products with Machine Learning S. Sahaar & J. Niemann 10.3390/rs16193699
25. A Transformer-based method to simulate multi-scale soil moisture Y. Liu et al. 10.1016/j.jhydrol.2025.132900
26. Estimation of Soil Freeze Depth in Typical Snowy Regions Using Reanalysis Dataset: A Case Study in Heilongjiang Province, China X. Wang et al. 10.3390/rs14235989
27. An alternative AMSR2 vegetation optical depth for monitoring vegetation at large scales M. Wang et al. 10.1016/j.rse.2021.112556
28. Combined large-scale tropical and subtropical forcing on the severe 2019–2022 drought in South America J. Geirinhas et al. 10.1038/s41612-023-00510-3
29. Accelerated soil moisture drought onset link to high temperatures and asymmetric responses associated with hit timing Y. Liu et al. 10.5194/hess-29-1103-2025
30. Soil moisture–atmosphere coupling strength over central Europe in the recent warming climate T. Schwitalla et al. 10.5194/nhess-25-1405-2025
31. Spatio-temporal accuracy evaluation of MSWEP daily precipitation over the Huaihe River Basin, China: A comparison study with representative satellite- and reanalysis-based products L. Li et al. 10.1007/s11442-022-2047-9
32. In-situ and triple collocation-based evaluations of Tianmu-1 global soil moisture products Q. Wang et al. 10.1016/j.rse.2025.114892
33. The Application of PERSIANN Family Datasets for Hydrological Modeling H. Salehi et al. 10.3390/rs14153675
34. An assessment of L-band surface soil moisture products from SMOS and SMAP in the tropical areas H. Ma et al. 10.1016/j.rse.2022.113344
35. Generating surface soil moisture at the 30 m resolution in grape-growing areas based on stacked ensemble learning S. Tao et al. 10.1080/01431161.2024.2377228
36. Improving surface soil moisture retrievals through a novel assimilation algorithm to estimate both model and observation errors J. Tian et al. 10.1016/j.rse.2021.112802
37. Merging and Downscaling Soil Moisture Data From CMIP6 Projections Using Deep Learning Method D. Feng et al. 10.3389/fenvs.2022.847475
38. A deep neural network based SMAP soil moisture product L. Gao et al. 10.1016/j.rse.2022.113059
39. Effect of Radio Frequency Interference-Contaminated AMSR2 Signal Restoration on Soil Moisture Retrieval X. Bai et al. 10.3390/rs14194796
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41. The effects of satellite soil moisture data on the parametrization of topsoil and root zone soil moisture in a conceptual hydrological model M. Kuban et al. 10.2478/johh-2022-0021
42. Improved SMAP Soil Moisture Retrieval Using a Deep Neural Network-Based Replacement of Radiative Transfer and Roughness Model J. Lee et al. 10.1109/TGRS.2024.3489974
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44. Development of soil water content retrieving method for irrigation agriculture areas using the red-edge band of Gaofen-6 satellite R. Wang et al. 10.1016/j.agwat.2024.109045
45. A Triple Collocation-Based Comparison of Three L-Band Soil Moisture Datasets, SMAP, SMOS-IC, and SMOS, Over Varied Climates and Land Covers S. Kim et al. 10.3389/frwa.2021.693172
46. Downscaling ESA CCI Soil Moisture Based on Soil and Vegetation Component Temperatures Derived From MODIS Data C. Song et al. 10.1109/JSTARS.2022.3155463
47. Soil-moisture-atmosphere coupling hotspots and their representation in seasonal forecasts of boreal summer J. Day et al. 10.1007/s00382-025-07753-1
48. The Evolution of Drought and Propagation Patterns from Meteorological Drought to Agricultural Drought in the Pearl River Basin Y. Zhou et al. 10.3390/w17081116
49. Assessment of 24 soil moisture datasets using a new in situ network in the Shandian River Basin of China J. Zheng et al. 10.1016/j.rse.2022.112891
50. The role of the land surface for surface climate: results from a stepwise land–atmosphere coupling experiment W. May 10.1007/s00382-025-07602-1
51. A novel validation of satellite soil moisture using SM2RAIN-derived rainfall estimates S. Do et al. 10.3389/frsen.2024.1474088
52. Vapour pressure deficit is the main driver of tree canopy conductance across biomes V. Flo et al. 10.1016/j.agrformet.2022.109029
53. Enhancing Deep Learning Soil Moisture Forecasting Models by Integrating Physics-based Models L. Li et al. 10.1007/s00376-023-3181-8
54. The reliability of categorical triple collocation for evaluating soil freeze/thaw datasets H. Li et al. 10.1016/j.rse.2022.113240
55. 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
56. Autocorrelation Metrics to Estimate Soil Moisture Persistence From Satellite Time Series: Application to Semiarid Regions M. Piles et al. 10.1109/TGRS.2021.3057928
57. Seasonal variations in soil–plant interactions in contrasting urban green spaces: Insights from water stable isotopes C. Marx et al. 10.1016/j.jhydrol.2022.127998
58. Integrating rainfall severity and soil saturation indices to define hydro-meteorological thresholds for landslides S. Zhang et al. 10.1016/j.jhydrol.2025.132873
59. The Boreal–Arctic Wetland and Lake Dataset (BAWLD) D. Olefeldt et al. 10.5194/essd-13-5127-2021
60. Validation of ERA5-Land-based reconstructed air temperature and near-surface ground temperature on James Ross Island L. Kaplan Pastíriková et al. 10.1080/1088937X.2024.2434744
61. A combined extended triple collocation and cumulative distribution function merging framework for improved daily precipitation estimates over mainland China L. Wei et al. 10.1016/j.jhydrol.2024.131757
62. A novel land surface temperature reconstruction method and its application for downscaling surface soil moisture with machine learning O. Güngör Şahin & O. Gündüz 10.1016/j.jhydrol.2024.131051
63. Impact of Soil Moisture Data Assimilation on Analysis and Medium-Range Forecasts in an Operational Global Data Assimilation and Prediction System S. Jun et al. 10.3390/atmos12091089
64. Rethinking Satellite Data Merging: From Averaging to SNR Optimization S. Kim et al. 10.1109/TGRS.2021.3107028
65. Surface latent and sensible heat trigger flash drought events in India J. Das et al. 10.1002/hyp.15037
66. Causal inference of root zone soil moisture performance in drought S. Xue & G. Wu 10.1016/j.agwat.2024.109123
67. Addressing spatial gaps in ESA CCI soil moisture product: A hierarchical reconstruction approach using deep learning model T. Ding et al. 10.1016/j.jag.2024.104003
68. Surface temperature controls the pattern of post-earthquake landslide activity M. Loche et al. 10.1038/s41598-022-04992-8
69. Spatiotemporal features of the soil moisture across Northwest China using remote sensing data, reanalysis data, and global hydrological model M. Wang et al. 10.3389/fenvs.2023.1164895
70. Summer atmospheric drying could contribute more to soil moisture change than spring vegetation greening X. Chen et al. 10.1038/s41612-024-00844-6
71. Exploring the utility of GRACE measurements for characterizing karst systems at a continental scale C. Orazulike et al. 10.1016/j.jhydrol.2024.132578
72. Climate warming accelerates surface soil moisture drying in the Yellow River Basin, China K. Fan et al. 10.1016/j.jhydrol.2022.128735
73. Does dynamically modeled leaf area improve predictions of land surface water and carbon fluxes? Insights into dynamic vegetation modules S. Westermann et al. 10.5194/bg-21-5277-2024
74. Data-driven water need estimation for IoT-based smart irrigation: A survey R. Togneri et al. 10.1016/j.eswa.2023.120194
75. Air Temperature Monitoring over Low Latitude Rice Planting Areas: Combining Remote Sensing, Model Assimilation, and Machine Learning Techniques M. Lin et al. 10.3390/rs15153805
76. Ambiguous Agricultural Drought: Characterising Soil Moisture and Vegetation Droughts in Europe from Earth Observation T. van Hateren et al. 10.3390/rs13101990
77. ASCAT IB: A radar-based vegetation optical depth retrieved from the ASCAT scatterometer satellite X. Liu et al. 10.1016/j.rse.2021.112587
78. Machine Learning Methods for Weather Forecasting: A Survey H. Zhang et al. 10.3390/atmos16010082
79. Assessment of SMAP and SMOS soil moisture products using triple collocation method over Inner Mongolia F. Hu et al. 10.1016/j.ejrh.2022.101027
80. Spatiotemporal sensitivity analysis of surface soil moisture to precipitation and temperature variations: a case study of the Cheliff Basin in Algeria S. Kabli et al. 10.1007/s00704-024-04875-0
81. Evaluating a global soil moisture dataset from a multitask model (GSM3 v1.0) with potential applications for crop threats J. Liu et al. 10.5194/gmd-16-1553-2023
82. Development of observation-based global multilayer soil moisture products for 1970 to 2016 Y. Wang et al. 10.5194/essd-13-4385-2021
83. The International Soil Moisture Network: serving Earth system science for over a decade W. Dorigo et al. 10.5194/hess-25-5749-2021
84. Hydro-meteorological landslide triggering thresholds based on artificial neural networks using observed precipitation and ERA5-Land soil moisture P. Distefano et al. 10.1007/s10346-023-02132-5
85. Response of vegetation ecosystems to flash drought with solar-induced chlorophyll fluorescence over the Hai River Basin, China during 2001–2019 T. Yao et al. 10.1016/j.jenvman.2022.114947
86. Using principal component analysis to incorporate multi-layer soil moisture information in hydrometeorological thresholds for landslide prediction: an investigation based on ERA5-Land reanalysis data N. Palazzolo et al. 10.5194/nhess-23-279-2023
87. Long-term reconstruction of satellite-based precipitation, soil moisture, and snow water equivalent in China W. Yang et al. 10.5194/hess-26-6427-2022
88. Evaluation of 22 CMIP6 model-derived global soil moisture products of different shared socioeconomic pathways Y. Liu et al. 10.1016/j.jhydrol.2024.131241
89. A review of Smart Irrigation R. Dantas et al. 10.1016/j.biosystemseng.2025.104220
90. Inter-Calibration of Passive Microwave Satellite Brightness Temperature Observations between FY-3D/MWRI and GCOM-W1/AMSR2 Z. Xu et al. 10.3390/rs16020424
91. LandBench 1.0: A benchmark dataset and evaluation metrics for data-driven land surface variables prediction Q. Li et al. 10.1016/j.eswa.2023.122917
92. 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
93. Spatiotemporal Seamless Estimation of Global Surface Soil Moisture Using Triple Collocation, Machine Learning, and Data Assimilation L. Xu et al. 10.1109/TGRS.2025.3568034
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95. 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
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100. Comparing Satellite Soil Moisture Products Using In Situ Observations over an Instrumented Experimental Basin in Romania S. Ortenzi et al. 10.3390/rs16173283
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107. Agricultural Drought Monitoring Using an Enhanced Soil Water Deficit Index Derived from Remote Sensing and Model Data Merging X. Wu et al. 10.3390/rs16122156
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