Articles | Volume 23, issue 2
https://doi.org/10.5194/hess-23-1067-2019
© Author(s) 2019. 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-23-1067-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
21 Feb 2019
Research article |
| 21 Feb 2019
| 21 Feb 2019
Global joint assimilation of GRACE and SMOS for improved estimation of root-zone soil moisture and vegetation response
Research School of Earth Sciences, Australian National University, Acton, ACT, 2601, Australia
Fenner School of Environment and Society, Australian National University, Acton, ACT, 2601, Australia
Luigi J. Renzullo
Fenner School of Environment and Society, Australian National University, Acton, ACT, 2601, Australia
Albert I. J. M. van Dijk
Fenner School of Environment and Society, Australian National University, Acton, ACT, 2601, Australia
Paul Tregoning
Research School of Earth Sciences, Australian National University, Acton, ACT, 2601, Australia
Jeffrey P. Walker
Department of Civil Engineering, Monash University, Clayton, VIC, 3800, Australia
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- Soil drying weakens the positive effect of climate factors on global gross primary production H. Chen et al. 10.1016/j.ecolind.2021.107953
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- Unravelling soil moisture uncertainties in GRACE groundwater modelling I. Kalu et al. 10.1016/j.jhydrol.2024.132489
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42 citations as recorded by crossref.
- Optimizing Carbon Cycle Parameters Drastically Improves Terrestrial Biosphere Model Underestimates of Dryland Mean Net CO2 Flux and its Inter‐Annual Variability K. Mahmud et al. 10.1029/2021JG006400
- Evaluation of Six Satellite-Based Soil Moisture Products Based on in situ Measurements in Hunan Province, Central China J. Fan et al. 10.3389/fenvs.2022.829046
- A novel validation of satellite soil moisture using SM2RAIN-derived rainfall estimates S. Do et al. 10.3389/frsen.2024.1474088
- Assessment of pluri-annual and decadal changes in terrestrial water storage predicted by global hydrological models in comparison with the GRACE satellite gravity mission J. Pfeffer et al. 10.5194/hess-27-3743-2023
- Reconstructing the Historical Terrestrial Water Storage Variations in the Huang–Huai–Hai River Basin With Consideration of Water Withdrawals C. Yang et al. 10.3389/fenvs.2022.840540
- Hydrological Control of Vegetation Greenness Dynamics in Africa: A Multivariate Analysis Using Satellite Observed Soil Moisture, Terrestrial Water Storage and Precipitation S. Ugbaje & T. Bishop 10.3390/land9010015
- A planetary boundary for green water L. Wang-Erlandsson et al. 10.1038/s43017-022-00287-8
- 土壤<bold>-</bold>植被<bold>-</bold>水文耦合过程与机制研究进展 中. 李 et al. 10.1360/N072021-0358
- Surface Water Storage in Rivers and Wetlands Derived from Satellite Observations: A Review of Current Advances and Future Opportunities for Hydrological Sciences F. Papa & F. Frappart 10.3390/rs13204162
- The International Soil Moisture Network: serving Earth system science for over a decade W. Dorigo et al. 10.5194/hess-25-5749-2021
- Modelling Floodplain Vegetation Response to Groundwater Variability Using the ArcSWAT Hydrological Model, MODIS NDVI Data, and Machine Learning N. Muhury et al. 10.3390/land11122154
- Evaluation of 18 satellite- and model-based soil moisture products using in situ measurements from 826 sensors H. Beck et al. 10.5194/hess-25-17-2021
- Drone-Based Multispectral Remote Sensing Inversion for Typical Crop Soil Moisture under Dry Farming Conditions T. Qu et al. 10.3390/agriculture14030484
- The joint assimilation of satellite observed LAI and soil moisture for the global root zone soil moisture production and its impact on land surface and ecosystem variables Y. Xu et al. 10.1016/j.agrformet.2024.110299
- Reconstructing Long-Term, High-Resolution Groundwater Storage Changes in the Songhua River Basin Using Supplemented GRACE and GRACE-FO Data C. Liu et al. 10.3390/rs16234566
- A novel generative adversarial network and downscaling scheme for GRACE/GRACE-FO products: Exemplified by the Yangtze and Nile River Basins J. Wang et al. 10.1016/j.scitotenv.2025.178874
- A global analysis of water storage variations from remotely sensed soil moisture and daily satellite gravimetry D. Blank et al. 10.5194/hess-27-2413-2023
- Satellite soil moisture data assimilation for improved operational continental water balance prediction S. Tian et al. 10.5194/hess-25-4567-2021
- A data-driven approach to generate past GRACE-like terrestrial water storage solution by calibrating the land surface model simulations W. Jing et al. 10.1016/j.advwatres.2020.103683
- Detecting groundwater dependence and woody vegetation restoration with NDVI and moisture trend analyses in an Indonesian karst savanna P. Godwin et al. 10.3389/frsen.2024.1280712
- Simulation of Vegetation Cover Based on the Theory of Ecohydrological Optimality in the Yongding River Watershed, China Y. Zhang et al. 10.3390/f12101377
- Estimating soil moisture content under grassland with hyperspectral data using radiative transfer modelling and machine learning V. Döpper et al. 10.1016/j.jag.2022.102817
- Assimilation of Satellite-Derived Soil Moisture and Brightness Temperature in Land Surface Models: A Review R. Khandan et al. 10.3390/rs14030770
- Accuracy of ASCAT-DIREX Soil Moisture Mapping in a Small Alpine Catchment P. Sleziak et al. 10.3390/w17010049
- High spatio-temporal resolution soil moisture nowcasting at multiple depths with data-driven approaches Y. Zhang et al. 10.1016/j.agwat.2025.109457
- Retrieving soil moisture profiles based on multifrequency polarimetric radar backscattering observations. Theoretical case study K. Muzalevskiy 10.1080/01431161.2020.1809743
- A comprehensive review on coupled processes and mechanisms of soil-vegetation-hydrology, and recent research advances Z. Li et al. 10.1007/s11430-021-9990-5
- Making the Best Use of GRACE, GRACE‐FO and SMAP Data Through a Constrained Bayesian Data‐Model Integration N. Mehrnegar et al. 10.1029/2023WR034544
- Correlations of the root–shoot ratio with soil water content in the patchy alpine grassland of the north‐eastern Qinghai–Tibetan Plateau using electrical resistivity tomography F. Zuo et al. 10.1002/eco.2593
- Generation of root zone soil moisture from the integration of an all-weather satellite surface soil moisture estimates and an analytical model: A preliminary result in China Y. Wang et al. 10.1016/j.jhydrol.2024.132098
- Optical and Thermal Remote Sensing for Monitoring Agricultural Drought Q. Qin et al. 10.3390/rs13245092
- Evaluation of two new-generation global soil databases for macro-scale hydrological modelling in Norway S. Huang et al. 10.1016/j.jhydrol.2022.127895
- A review of remote sensing applications in agriculture for food security: Crop growth and yield, irrigation, and crop losses L. Karthikeyan et al. 10.1016/j.jhydrol.2020.124905
- Improving the resolution of GRACE-based water storage estimates based on machine learning downscaling schemes W. Yin et al. 10.1016/j.jhydrol.2022.128447
- Evaluating the Hydrological Components Contributions to Terrestrial Water Storage Changes in Inner Mongolia with Multiple Datasets Y. Guo et al. 10.3390/s23146452
- Soil drying weakens the positive effect of climate factors on global gross primary production H. Chen et al. 10.1016/j.ecolind.2021.107953
- Evaluating downscaling methods of GRACE (Gravity Recovery and Climate Experiment) data: a case study over a fractured crystalline aquifer in southern India C. Pascal et al. 10.5194/hess-26-4169-2022
- Impact of temporal precipitation variability on ecosystem productivity J. Liu et al. 10.1002/wat2.1481
- The Suitability Assessment of Agricultural Drought Monitoring Indices: A Case Study in Inland River Basin W. Liu et al. 10.3390/agronomy13020469
- Unravelling soil moisture uncertainties in GRACE groundwater modelling I. Kalu et al. 10.1016/j.jhydrol.2024.132489
- Extending GRACE terrestrial water storage anomalies by combining the random forest regression and a spatially moving window structure W. Jing et al. 10.1016/j.jhydrol.2020.125239
- Improved water storage estimates within the North China Plain by assimilating GRACE data into the CABLE model W. Yin et al. 10.1016/j.jhydrol.2020.125348
Latest update: 29 Jul 2025
