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16. LDAS-Monde Sequential Assimilation of Satellite Derived Observations Applied to the Contiguous US: An ERA-5 Driven Reanalysis of the Land Surface Variables C. Albergel et al. 10.3390/rs10101627
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21. Improved Constraints on Northern Extratropical CO2 Fluxes Obtained by Combining Surface‐Based and Space‐Based Atmospheric CO2 Measurements B. Byrne et al. 10.1029/2019JD032029
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24. Comparison of two satellite-based soil moisture reconstruction algorithms: A case study in the state of Oklahoma, USA Y. Liu et al. 10.1016/j.jhydrol.2020.125406
25. A land data assimilation system for sub-Saharan Africa food and water security applications A. McNally et al. 10.1038/sdata.2017.12
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28. 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
29. Bias correction method of high-resolution satellite-based precipitation product for Peninsular Malaysia Z. Iqbal et al. 10.1007/s00704-022-04007-6
30. Assessment of SM2RAIN-Derived and State-of-the-Art Satellite Rainfall Products over Northeastern Brazil F. Paredes-Trejo et al. 10.3390/rs10071093
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37. Exploring the merging of the global land evaporation WACMOS-ET products based on local tower measurements C. Jiménez et al. 10.5194/hess-22-4513-2018
38. Identification of clay pans from AMSR-E passive microwave observations M. Vreugdenhil et al. 10.1080/01431161.2013.788801
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48. Remote sensing of vegetation dynamics in drylands: Evaluating vegetation optical depth (VOD) using AVHRR NDVI and in situ green biomass data over West African Sahel F. Tian et al. 10.1016/j.rse.2016.02.056
49. Remote sensing methods for detecting and mapping hailstorm damage: a case study from the 20 July 2020 hailstorm, Baragan Plain, Romania C. Angearu et al. 10.1007/s11069-022-05457-x
50. Bias Correction in Monthly Records of Satellite Soil Moisture Using Nonuniform CDFs S. Wang et al. 10.1155/2018/1908570
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53. The Effect of Three Different Data Fusion Approaches on the Quality of Soil Moisture Retrievals from Multiple Passive Microwave Sensors R. Van der Schalie et al. 10.3390/rs10010107
54. A 21-year dataset (2000–2020) of gap-free global daily surface soil moisture at 1-km grid resolution C. Zheng et al. 10.1038/s41597-023-01991-w
55. Extracting Soil Moisture from Fengyun-3D Medium Resolution Spectral Imager-II Imagery by Using a Deep Belief Network W. Wang et al. 10.1007/s13351-020-9191-x
56. 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
57. Reviews and syntheses: Systematic Earth observations for use in terrestrial carbon cycle data assimilation systems M. Scholze et al. 10.5194/bg-14-3401-2017
58. Retrieval and Multi-scale Validation of Soil Moisture from Multi-temporal SAR Data in a Semi-Arid Tropical Region S. Tomer et al. 10.3390/rs70608128
59. The spatiotemporal patterns of surface soil moisture in Northeast China based on remote sensing products X. Zheng et al. 10.2166/wcc.2016.106
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61. Validation of a New Root-Zone Soil Moisture Product: Soil MERGE K. Tobin et al. 10.1109/JSTARS.2019.2930946
62. Both day and night warming reduce tree growth in extremely dry soils C. Zhu et al. 10.1088/1748-9326/aba65e
63. Triple Collocation-Based Merging of Satellite Soil Moisture Retrievals A. Gruber et al. 10.1109/TGRS.2017.2734070
64. Earth System Model Evaluation Tool (ESMValTool) v2.0 – technical overview M. Righi et al. 10.5194/gmd-13-1179-2020
65. Detecting hydrological consistency between soil moisture and precipitation and changes of soil moisture in summer over the Tibetan Plateau X. Meng et al. 10.1007/s00382-017-3646-5
66. How Oceanic Oscillation Drives Soil Moisture Variations over Mainland Australia: An Analysis of 32 Years of Satellite Observations* B. Bauer-Marschallinger et al. 10.1175/JCLI-D-13-00149.1
67. 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
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71. Calculating Crop Water Requirement Satisfaction in the West Africa Sahel with Remotely Sensed Soil Moisture A. McNally et al. 10.1175/JHM-D-14-0049.1
72. The relationship between the Madden-Julian oscillation and the land surface soil moisture J. Peng et al. 10.1016/j.rse.2017.07.004
73. A global analysis of soil moisture derived from satellite observations and a land surface model K. Rebel et al. 10.5194/hess-16-833-2012
74. Exploiting the Convergence of Evidence in Satellite Data for Advanced Weather Index Insurance Design M. Enenkel et al. 10.1175/WCAS-D-17-0111.1
75. Comparison of Soil Moisture Sensed Remotely and Simulated by Hydrological Model in the Xijiang Basin 凌. 曾 10.12677/JWRR.2018.74038
76. Climatic or regionally induced by humans? Tracing hydro-climatic and land-use changes to better understand the Lake Urmia tragedy B. Khazaei et al. 10.1016/j.jhydrol.2018.12.004
77. 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
78. Evaluation of the ESA CCI soil moisture product using ground-based observations W. Dorigo et al. 10.1016/j.rse.2014.07.023
79. Spatial downscaling of satellite soil moisture products based on apparent thermal inertia: Considering the effect of vegetation condition Z. Zhu et al. 10.1016/j.jhydrol.2022.128824
80. 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
81. A nonparametric statistical technique for combining global precipitation datasets: development and hydrological evaluation over the Iberian Peninsula M. Bhuiyan et al. 10.5194/hess-22-1371-2018
82. Impact of the soil hydrology scheme on simulated soil moisture memory S. Hagemann & T. Stacke 10.1007/s00382-014-2221-6
83. Soil moisture assessment through the SSMMI and GSSIM algorithm based on SPOT, WorldView-2, and Sentinel-2 images in the Daliuta Coal Mining Area, China H. Yue et al. 10.1007/s10661-020-8174-9
84. Assessing the performance of satellite soil moisture on agricultural drought monitoring in the North China Plain M. Cao et al. 10.1016/j.agwat.2021.107450
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86. Space–time variability in soil moisture droughts in the Himalayan region S. Nepal et al. 10.5194/hess-25-1761-2021
87. 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
88. Operational Soil Moisture from ASCAT in Support of Water Resources Management K. Deng et al. 10.3390/rs11050579
89. Contrasting Regional Carbon Cycle Responses to Seasonal Climate Anomalies Across the East‐West Divide of Temperate North America B. Byrne et al. 10.1029/2020GB006598
90. Improving soil moisture retrievals from a physically-based radiative transfer model M. Pan et al. 10.1016/j.rse.2013.08.020
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93. Regional assimilation of in situ observed soil moisture into the VIC model considering spatial variability J. Zhou et al. 10.1080/02626667.2019.1662024
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95. Evaluation of Regional Land Surface Conditions Developed Using The High-Resolution Land Data Assimilation System (HRLDAS) with Satellite and Global Analyses Over India K. Ankur et al. 10.1007/s00024-021-02698-y
96. Long Term Global Surface Soil Moisture Fields Using an SMOS-Trained Neural Network Applied to AMSR-E Data N. Rodríguez-Fernández et al. 10.3390/rs8110959
97. 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
98. On the existence of multiple states of low flows in catchments in southeast Australia P. Goswami et al. 10.1016/j.advwatres.2024.104675
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100. Reconstruction and analysis of temporal and spatial variations in surface soil moisture in China using remote sensing H. Lu & J. Shi 10.1007/s11434-012-5011-8
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102. 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
103. Farmer Perception, Recollection, and Remote Sensing in Weather Index Insurance: An Ethiopia Case Study D. Osgood et al. 10.3390/rs10121887
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107. 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
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130. How reliable are satellite precipitation estimates for driving hydrological models: A verification study over the Mediterranean area S. Camici et al. 10.1016/j.jhydrol.2018.06.067
131. Role of soil moisture-atmosphere feedback during high temperature events in 2002 over Northeast Eurasia E. Erdenebat & T. Sato 10.1186/s40645-018-0195-4
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135. The predictability of reported drought events and impacts in the Ebro Basin using six different remote sensing data sets C. Linés et al. 10.5194/hess-21-4747-2017
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