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4. Land surface model calibration through microwave data assimilation for improving soil moisture simulations K. Yang et al. 10.1016/j.jhydrol.2015.12.018
5. Assimilating SMOS Brightness Temperature for Hydrologic Model Parameters and Soil Moisture Estimation with an Immune Evolutionary Strategy F. Ju et al. 10.3390/rs12101556
6. Land Surface Freeze/Thaw Detection Over the Qinghai–Tibet Plateau Using FY-3/MWRI Data J. Wang et al. 10.1109/TGRS.2022.3182359
7. Fusing Active and Passive Remotely Sensed Soil Moisture Products Using an Improved Double Instrumental Variable Method Z. Yang et al. 10.1109/TGRS.2022.3207753
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17. 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
18. 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
19. Reconstruction of Global Long-Term Gap-Free Daily Surface Soil Moisture from 2002 to 2020 Based on a Pixel-Wise Machine Learning Method P. Mi et al. 10.3390/rs15082116
20. Hybrid Methodology Using Sentinel-1/Sentinel-2 for Soil Moisture Estimation S. Nativel et al. 10.3390/rs14102434
21. Potential of Estimating Surface Soil Moisture With the Triangle-Based Empirical Relationship Model W. Zhao et al. 10.1109/TGRS.2017.2728815
22. Spatial–Temporal Characteristics of Precipitation and Its Relationship with Land Use/Cover Change on the Qinghai-Tibet Plateau, China B. Zhang & W. Zhou 10.3390/land10030269
23. Validation of Soil Moisture Data Products From the NASA SMAP Mission A. Colliander et al. 10.1109/JSTARS.2021.3124743
24. The ERA5-Land soil temperature bias in permafrost regions B. Cao et al. 10.5194/tc-14-2581-2020
25. Response of vegetation to drought in the Tibetan Plateau: Elevation differentiation and the dominant factors Y. Wang et al. 10.1016/j.agrformet.2021.108468
26. High-spatial-resolution surface soil moisture retrieval using the Deep Forest model in the cloud environment over the Tibetan Plateau Z. Li et al. 10.1080/10095020.2024.2307931
27. Characterizing the Changes in Permafrost Thickness across Tibetan Plateau Y. Zhao et al. 10.3390/rs15010206
28. Artificial Neural Network-Based Microwave Satellite Soil Moisture Reconstruction over the Qinghai–Tibet Plateau, China J. Wang & D. Xu 10.3390/rs13245156
29. Mapping soil moisture across the Tibetan Plateau plains using Aquarius active and passive L-band microwave observations Q. Wang et al. 10.1016/j.jag.2019.01.005
30. Hydrological impacts of near‐surface soil warming on the Tibetan Plateau L. Liu et al. 10.1002/ppp.2049
31. Respective Advantages of “Top‐Down” Based GPM IMERG and “Bottom‐Up” Based SM2RAIN‐ASCAT Precipitation Products Over the Tibetan Plateau Y. Fan et al. 10.1029/2020JD033946
32. The Third Atmospheric Scientific Experiment for Understanding the Earth–Atmosphere Coupled System over the Tibetan Plateau and Its Effects P. Zhao et al. 10.1175/BAMS-D-16-0050.1
33. Soil Moisture Mapping Using Combined Active/Passive Microwave Observations Over the East of the Netherlands R. van der Velde et al. 10.1109/JSTARS.2014.2353692
34. New Soil Property Database Improves Oklahoma Mesonet Soil Moisture Estimates* B. Scott et al. 10.1175/JTECH-D-13-00084.1
35. Is Himalayan-Tibetan Plateau “drying”? Historical estimations and future trends of surface soil moisture Q. Zhang et al. 10.1016/j.scitotenv.2018.12.209
36. Research on Influencing Factors of Freezing and Thawing Process in the regions over 5000 m a.s.l Z. Man et al. 10.1051/e3sconf/202339301011
37. Characteristics of near‐surface soil freeze–thaw status using high resolution CLM5.0 simulations on the Tibetan Plateau Q. Peng et al. 10.1002/asl.1168
38. The Validation of Soil Moisture from Various Sources and Its Influence Factors in the Tibetan Plateau N. Li et al. 10.3390/rs14164109
39. Soil contamination and carrying capacity across the Tibetan plateau using structural equation models L. Chai et al. 10.1016/j.envpol.2023.122640
40. Assessment of the SMAP Soil Emission Model and Soil Moisture Retrieval Algorithms for a Tibetan Desert Ecosystem D. Zheng et al. 10.1109/TGRS.2018.2811318
41. Quick estimation of parameters for the land surface data assimilation system and its influence based on the extended Kalman filter and automatic differentiation J. Tian et al. 10.1007/s11430-022-1180-8
42. Evaluation of the ESA CCI soil moisture product using ground-based observations W. Dorigo et al. 10.1016/j.rse.2014.07.023
43. An Intercomparison Study of Algorithms for Downscaling SMAP Radiometer Soil Moisture Retrievals L. Fang et al. 10.1175/JHM-D-19-0034.1
44. A Closed-Form Expression of Soil Temperature Sensing Depth at L-Band S. Lv et al. 10.1109/TGRS.2019.2893687
45. Improvement of AMSR2 Soil Moisture Retrieval Using a Soil-Vegetation Temperature Decomposition Algorithm X. Meng et al. 10.1109/LGRS.2022.3218518
46. Evaluation of SMAP, SMOS-IC, FY3B, JAXA, and LPRM Soil Moisture Products over the Qinghai-Tibet Plateau and Its Surrounding Areas J. Liu et al. 10.3390/rs11070792
47. 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. 10.1175/JHM-D-20-0298.1
48. Impact of profile-averaged soil ice fraction on passive microwave brightness temperature Diurnal Amplitude Variations (DAV) at L-band S. Lv et al. 10.1016/j.coldregions.2022.103674
49. A first investigation of hydrogeology and hydrogeophysics of the Maqu catchment in the Yellow River source region M. Li et al. 10.5194/essd-13-4727-2021
50. Spatially and Temporally Complete Satellite Soil Moisture Data Based on a Data Assimilation Method Z. Xiao et al. 10.3390/rs8010049
51. The International Soil Moisture Network: serving Earth system science for over a decade W. Dorigo et al. 10.5194/hess-25-5749-2021
52. Evaluating the Effects of Climate Change and Human Activities on the Seasonal Trends and Spatial Heterogeneity of Soil Moisture E. Zhang et al. 10.3390/rs14194862
53. Augmenting daily MODIS LST with AIRS surface temperature retrievals to estimate ground temperature and permafrost extent in High Mountain Asia K. Kim et al. 10.1016/j.rse.2024.114075
54. Understanding the mass, momentum, and energy transfer in the frozen soil with three levels of model complexities L. Yu et al. 10.5194/hess-24-4813-2020
55. Soil temperature estimation at different depths over the central Tibetan Plateau integrating multiple Digital Earth observations and geo-computing C. Xu et al. 10.1080/17538947.2023.2264267
56. An Examination of the SMAP Operational Soil Moisture Products Accuracy at the Tibetan Plateau K. Deng et al. 10.3390/rs14246255
57. First Assessment of Sentinel-1A Data for Surface Soil Moisture Estimations Using a Coupled Water Cloud Model and Advanced Integral Equation Model over the Tibetan Plateau X. Bai et al. 10.3390/rs9070714
58. Simulation of Sentinel-1A observations and constraint of water cloud model at the regional scale using a discrete scattering model X. Bai et al. 10.1016/j.rse.2022.113308
59. Validation and reconstruction of FY-3B/MWRI soil moisture using an artificial neural network based on reconstructed MODIS optical products over the Tibetan Plateau Y. Cui et al. 10.1016/j.jhydrol.2016.10.005
60. A comparison study on empirical microwave soil moisture downscaling methods based on the integration of microwave-optical/IR data on the Tibetan Plateau W. Zhao & A. Li 10.1080/01431161.2015.1041178
61. Under‐canopy turbulence and root water uptake of a Tibetan meadow ecosystem modeled by Noah‐MP D. Zheng et al. 10.1002/2015WR017115
62. Agricultural drought dynamics in China during 1982–2020: a depiction with satellite remotely sensed soil moisture H. Sun et al. 10.1080/15481603.2023.2257469
63. Characterizing Coarse‐Scale Representativeness of in situ Soil Moisture Measurements from the International Soil Moisture Network A. Gruber et al. 10.2136/vzj2012.0170
64. Simulation of SMAP and AMSR2 observations and estimation of multi-frequency vegetation optical depth using a discrete scattering model in the Tibetan grassland X. Bai et al. 10.1016/j.rse.2023.113592
65. Improving spatial representation of soil moisture by integration of microwave observations and the temperature–vegetation–drought index derived from MODIS products J. Wang et al. 10.1016/j.isprsjprs.2016.01.009
66. Multiyear in-situ L-band microwave radiometry of land surface processes on the Tibetan Plateau Z. Su et al. 10.1038/s41597-020-00657-1
67. 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
68. Method for Soil Moisture and Surface Temperature Estimation in the Tibetan Plateau Using Spaceborne Radiometer Observations J. Zeng et al. 10.1109/LGRS.2014.2326890
69. Sampling depth of L-band radiometer measurements of soil moisture and freeze-thaw dynamics on the Tibetan Plateau D. Zheng et al. 10.1016/j.rse.2019.03.029
70. An Improved Particle Filter Algorithm Based on Ensemble Kalman Filter and Markov Chain Monte Carlo Method H. Bi et al. 10.1109/JSTARS.2014.2322096
71. Determination of the Optimal Mounting Depth for Calculating Effective Soil Temperature at L-Band: Maqu Case S. Lv et al. 10.3390/rs8060476
72. Accelerated hydrological cycle on the Tibetan Plateau evidenced by ensemble modeling of Long-term water budgets Y. Wang et al. 10.1016/j.jhydrol.2022.128710
73. A Study on the Assessment of Multi-Source Satellite Soil Moisture Products and Reanalysis Data for the Tibetan Plateau M. Cheng et al. 10.3390/rs11101196
74. Observing Multisphere Hydrological Changes in the Largest River Basin of the Tibetan Plateau L. Wang et al. 10.1175/BAMS-D-21-0217.1
75. Solid Water Melt Dominates the Increase of Total Groundwater Storage in the Tibetan Plateau Y. Zou et al. 10.1029/2022GL100092
76. Time series soil moisture retrieval from SAR data: Multi-temporal constraints and a global validation L. Zhu et al. 10.1016/j.rse.2023.113466
77. 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
78. Spatial variation of temperature of surface soil layer adjacent to constructions: A theoretical framework for atmosphere-building-soil energy flow systems H. Zhou et al. 10.1016/j.buildenv.2017.08.002
79. Retrieving High-Resolution Surface Soil Moisture by Downscaling AMSR-E Brightness Temperature Using MODIS LST and NDVI Data C. Song et al. 10.1109/JSTARS.2013.2272053
80. Impact and Sensitivity Analysis of Soil Water and Heat Transfer Parameterizations in Community Land Surface Model on the Tibetan Plateau M. Deng et al. 10.1029/2021MS002670
81. Reconstruction of a Global 9 km, 8-Day SMAP Surface Soil Moisture Dataset during 2015–2020 by Spatiotemporal Fusion H. Yang et al. 10.34133/2022/9871246
82. Vertical partition patterns of infiltration within soil profile and its control factors at large-scale arid mountainous areas J. Tian et al. 10.1016/j.jhydrol.2023.129190
83. Systematic Evaluation of a High-Resolution CLM5 Simulation over Continental China for 1979–2018 X. Ma & A. Wang 10.1175/JHM-D-22-0051.1
84. Multi-Scale Assessment of SMAP Level 3 and Level 4 Soil Moisture Products over the Soil Moisture Network within the ShanDian River (SMN-SDR) Basin, China A. Nadeem et al. 10.3390/rs14040982
85. Characteristic analysis of the spatio-temporal distribution of key variables of the soil freeze-thaw processes over the Qinghai-Tibetan Plateau W. Liu et al. 10.1016/j.coldregions.2022.103526
86. Parameter Optimization of a Discrete Scattering Model by Integration of Global Sensitivity Analysis Using SMAP Active and Passive Observations X. Bai et al. 10.1109/TGRS.2018.2864689
87. A dataset of 10-year regional-scale soil moisture and soil temperature measurements at multiple depths on the Tibetan Plateau P. Zhang et al. 10.5194/essd-14-5513-2022
88. Rebuilding a Microwave Soil Moisture Product Using Random Forest Adopting AMSR-E/AMSR2 Brightness Temperature and SMAP over the Qinghai–Tibet Plateau, China Y. Qu et al. 10.3390/rs11060683
89. Spatiotemporal scales of precipitation in the Central Tibetan Plateau identified by in-situ soil moisture observations K. Zhang et al. 10.1016/j.jhydrol.2023.130319
90. Quantifying Long-Term Land Surface and Root Zone Soil Moisture over Tibetan Plateau R. Zhuang et al. 10.3390/rs12030509
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92. Monitoring Water and Energy Cycles at Climate Scale in the Third Pole Environment (CLIMATE-TPE) Z. Su et al. 10.3390/rs13183661
93. 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
94. Satellite-based estimation of the aerosol forcing contribution to the global land surface temperature in the recent decade H. Feng & B. Zou 10.1016/j.rse.2019.111299
95. Global Evaluation of SMAP/Sentinel-1 Soil Moisture Products F. Mohseni et al. 10.3390/rs14184624
96. 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
97. Augmentations to the Noah Model Physics for Application to the Yellow River Source Area. Part I: Soil Water Flow D. Zheng et al. 10.1175/JHM-D-14-0198.1
98. 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
99. A surface soil temperature retrieval algorithm based on AMSR-E multi-frequency brightness temperatures M. Han et al. 10.1080/01431161.2017.1363438
100. Detection of Soil Freeze/Thaw States at a High Spatial Resolution in Qinghai-Tibet Engineering Corridor X. Zhou et al. 10.1109/LGRS.2022.3152864
101. Retrieving Soil Physical Properties by Assimilating SMAP Brightness Temperature Observations into the Community Land Model H. Zhao et al. 10.3390/s23052620
102. 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
103. Changes in Soil Moisture Persistence in China over the Past 40 Years under a Warming Climate M. Li et al. 10.1175/JCLI-D-19-0900.1
104. Climate Change and Water Use Partitioning by Different Plant Functional Groups in a Grassland on the Tibetan Plateau J. Hu et al. 10.1371/journal.pone.0075503
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118. An Advanced Framework for Merging Remotely Sensed Soil Moisture Products at the Regional Scale Supported by Error Structure Analysis: A Case Study on the Tibetan Plateau J. Kang et al. 10.1109/JSTARS.2021.3065408
119. A Multiscale Soil Moisture and Freeze–Thaw Monitoring Network on the Third Pole K. Yang et al. 10.1175/BAMS-D-12-00203.1
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135. Probabilistic assessment of drought stress vulnerability in grasslands of Xinjiang, China W. Han et al. 10.3389/fpls.2023.1143863
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