Articles | Volume 25, issue 7
https://doi.org/10.5194/hess-25-4209-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/hess-25-4209-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
30 Jul 2021
Research article |
| 30 Jul 2021
| 30 Jul 2021
Comprehensive evaluation of satellite-based and reanalysis soil moisture products using in situ observations over China
Xiaolu Ling
Jiangsu Key Laboratory of Coal-based Greenhouse Gas Control and Utilization, China University of Mining and Technology, Xuzhou 221008, Jiangsu, China
School of Environment and Spatial Informatics, China University of
Mining and Technology, Xuzhou 221000, China
Ying Huang
CORRESPONDING AUTHOR
Institute for Climate and Global Change Research, School of
Atmospheric Sciences, Nanjing University, Nanjing 210023, China
Joint International Research Laboratory of Atmospheric and Earth
System Sciences, Nanjing University, Nanjing 210023, China
Weidong Guo
Institute for Climate and Global Change Research, School of
Atmospheric Sciences, Nanjing University, Nanjing 210023, China
Joint International Research Laboratory of Atmospheric and Earth
System Sciences, Nanjing University, Nanjing 210023, China
Yixin Wang
Institute for Climate and Global Change Research, School of
Atmospheric Sciences, Nanjing University, Nanjing 210023, China
Chaorong Chen
Institute for Climate and Global Change Research, School of
Atmospheric Sciences, Nanjing University, Nanjing 210023, China
Bo Qiu
Institute for Climate and Global Change Research, School of
Atmospheric Sciences, Nanjing University, Nanjing 210023, China
Joint International Research Laboratory of Atmospheric and Earth
System Sciences, Nanjing University, Nanjing 210023, China
Institute for Climate and Global Change Research, School of
Atmospheric Sciences, Nanjing University, Nanjing 210023, China
Joint International Research Laboratory of Atmospheric and Earth
System Sciences, Nanjing University, Nanjing 210023, China
Jiangsu Key Laboratory of Coal-based Greenhouse Gas Control and Utilization, China University of Mining and Technology, Xuzhou 221008, Jiangsu, China
School of Environment and Spatial Informatics, China University of
Mining and Technology, Xuzhou 221000, China
Yong Xue
Jiangsu Key Laboratory of Coal-based Greenhouse Gas Control and Utilization, China University of Mining and Technology, Xuzhou 221008, Jiangsu, China
School of Environment and Spatial Informatics, China University of
Mining and Technology, Xuzhou 221000, China
Jian Peng
Department of Remote Sensing, Helmholtz Centre for Environmental
Research – UFZ, Permoserstraße 15, 04318 Leipzig, Germany
Remote Sensing Centre for Earth System Research, Leipzig University, 04103 Leipzig, Germany
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- Distinguishing the effects of climate change and vegetation greening on soil moisture variability along aridity gradient in the drylands of northern China L. Xu et al. 10.1016/j.agrformet.2023.109786
- Relationship between soil 15N natural abundance and soil water content at global scale: Patterns and implications X. Lai et al. 10.1016/j.catena.2022.106879
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- Validation of Multiple Soil Moisture Products over an Intensive Agricultural Region: Overall Accuracy and Diverse Responses to Precipitation and Irrigation Events X. Fan et al. 10.3390/rs14143339
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- Global and Regional Evaluation of the CERES Edition-4A Surface Solar Radiation and Its Uncertainty Quantification K. Zhang et al. 10.1109/JSTARS.2022.3164471
- Spatial-Temporal Variation Characteristics and Influencing Factors of Soil Moisture in the Yellow River Basin Using ESA CCI SM Products L. Guo et al. 10.3390/atmos13060962
- The Validation of Soil Moisture from Various Sources and Its Influence Factors in the Tibetan Plateau N. Li et al. 10.3390/rs14164109
- A pathway analysis method for quantifying the contributions of precipitation and potential evapotranspiration anomalies to soil moisture drought C. Wang et al. 10.1016/j.jhydrol.2023.129570
- 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
- Extreme Compound and Seesaw Hydrometeorological Events in New Zealand: An Initial Assessment M. Bennet et al. 10.1029/2022JD038346
- Spatial and Temporal Changes in Soil Freeze-Thaw State and Freezing Depth of Northeast China and Their Driving Factors J. Yu et al. 10.3390/land13030368
- Event-Based Bias Correction of the GPM IMERG V06 Product by Random Forest Method over Mainland China Z. Liu et al. 10.3390/rs14163859
- Evaluation of Long Time-Series Soil Moisture Products Using Extended Triple Collocation and In Situ Measurements in China L. Zhang et al. 10.3390/atmos14091351
- Global land surface evapotranspiration monitoring by ETMonitor model driven by multi-source satellite earth observations C. Zheng et al. 10.1016/j.jhydrol.2022.128444
- Evaluation of satellite and reanalysis estimates of surface and root-zone soil moisture in croplands of Jiangsu Province, China L. Fan et al. 10.1016/j.rse.2022.113283
- Evaluation of Remote Sensing and Reanalysis Products for Global Soil Moisture Characteristics P. Zhang et al. 10.3390/su15119112
- 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
20 citations as recorded by crossref.
- Response of Grassland Vegetation Growth to Drought in Inner Mongolia of China from 2002 to 2020 A. Zhao et al. 10.3390/atmos14111613
- Analysis of flash droughts in China using machine learning L. Zhang et al. 10.5194/hess-26-3241-2022
- Distinguishing the effects of climate change and vegetation greening on soil moisture variability along aridity gradient in the drylands of northern China L. Xu et al. 10.1016/j.agrformet.2023.109786
- Relationship between soil 15N natural abundance and soil water content at global scale: Patterns and implications X. Lai et al. 10.1016/j.catena.2022.106879
- A Comprehensive Evaluation of Gridded L-, C-, and X-Band Microwave Soil Moisture Product over the CZO in the Central Ganga Plains, India S. Dash & R. Sinha 10.3390/rs14071629
- Validation of Multiple Soil Moisture Products over an Intensive Agricultural Region: Overall Accuracy and Diverse Responses to Precipitation and Irrigation Events X. Fan et al. 10.3390/rs14143339
- Spatiotemporal Characteristics of Soil Moisture and Land–Atmosphere Coupling over the Tibetan Plateau Derived from Three Gridded Datasets H. Wang et al. 10.3390/rs14225819
- Change of summer drought over China during 1961–2020 based on standardized precipitation evapotranspiration index C. Wang et al. 10.1007/s00704-023-04471-8
- Global and Regional Evaluation of the CERES Edition-4A Surface Solar Radiation and Its Uncertainty Quantification K. Zhang et al. 10.1109/JSTARS.2022.3164471
- Spatial-Temporal Variation Characteristics and Influencing Factors of Soil Moisture in the Yellow River Basin Using ESA CCI SM Products L. Guo et al. 10.3390/atmos13060962
- The Validation of Soil Moisture from Various Sources and Its Influence Factors in the Tibetan Plateau N. Li et al. 10.3390/rs14164109
- A pathway analysis method for quantifying the contributions of precipitation and potential evapotranspiration anomalies to soil moisture drought C. Wang et al. 10.1016/j.jhydrol.2023.129570
- 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
- Extreme Compound and Seesaw Hydrometeorological Events in New Zealand: An Initial Assessment M. Bennet et al. 10.1029/2022JD038346
- Spatial and Temporal Changes in Soil Freeze-Thaw State and Freezing Depth of Northeast China and Their Driving Factors J. Yu et al. 10.3390/land13030368
- Event-Based Bias Correction of the GPM IMERG V06 Product by Random Forest Method over Mainland China Z. Liu et al. 10.3390/rs14163859
- Evaluation of Long Time-Series Soil Moisture Products Using Extended Triple Collocation and In Situ Measurements in China L. Zhang et al. 10.3390/atmos14091351
- Global land surface evapotranspiration monitoring by ETMonitor model driven by multi-source satellite earth observations C. Zheng et al. 10.1016/j.jhydrol.2022.128444
- Evaluation of satellite and reanalysis estimates of surface and root-zone soil moisture in croplands of Jiangsu Province, China L. Fan et al. 10.1016/j.rse.2022.113283
- Evaluation of Remote Sensing and Reanalysis Products for Global Soil Moisture Characteristics P. Zhang et al. 10.3390/su15119112
Latest update: 18 Apr 2024
Short summary
Soil moisture (SM) plays a critical role in the water and energy cycles of the Earth system, for which a long-term SM product with high quality is urgently needed. In situ observations are generally treated as the true value to systematically evaluate five SM products, including one remote sensing product and four reanalysis data sets during 1981–2013. This long-term intercomparison study provides clues for SM product enhancement and further hydrological applications.
Soil moisture (SM) plays a critical role in the water and energy cycles of the Earth system, for...
