2018
DOI: 10.1029/2018wr022785
|View full text |Cite
|
Sign up to set email alerts
|

Performance of Different Ensemble Kalman Filter Structures to Assimilate GRACE Terrestrial Water Storage Estimates Into a High‐Resolution Hydrological Model: A Synthetic Study

Abstract: Among all remote sensing missions, the Gravity Recovery and Climate Experiment (GRACE) was unique as it measured the change in total water content across all terrestrial water storages (TWS) including subsurface, deep soil moisture, and groundwater. However, its coarse resolution is a major challenge for practical applications. Ensemble Kalman filters (EnKFs) are useful tools to combine observations with models to reduce prediction errors. But due to the coarse resolution of the GRACE products, the EnKF does n… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
5

Citation Types

3
17
0

Year Published

2019
2019
2024
2024

Publication Types

Select...
5
1

Relationship

1
5

Authors

Journals

citations
Cited by 21 publications
(20 citation statements)
references
References 52 publications
3
17
0
Order By: Relevance
“…The model was calibrated using the patient rule induction method parameter estimation (Shokri, Walker, van Dijk, Wright & Pauwels, ) using streamflow observations from 190 unregulated catchments within the MDB (Zhang et al, ) from 1990 to 2000. Similar to Shokri, Walker, van Dijk, and Pauwels (), two independent “good enough” parameter sets were found. One of them was used to generate the truth data (in the synthetic experiments), while the other was used for the simulation (for more details refer to Shokri, Walker, van Dijk, Wright & Pauwels ; Shokri, Walker, van Dijk & Pauwels ).…”
Section: Study Area Model and Data Setsupporting
confidence: 67%
See 4 more Smart Citations
“…The model was calibrated using the patient rule induction method parameter estimation (Shokri, Walker, van Dijk, Wright & Pauwels, ) using streamflow observations from 190 unregulated catchments within the MDB (Zhang et al, ) from 1990 to 2000. Similar to Shokri, Walker, van Dijk, and Pauwels (), two independent “good enough” parameter sets were found. One of them was used to generate the truth data (in the synthetic experiments), while the other was used for the simulation (for more details refer to Shokri, Walker, van Dijk, Wright & Pauwels ; Shokri, Walker, van Dijk & Pauwels ).…”
Section: Study Area Model and Data Setsupporting
confidence: 67%
“…Similar to Shokri, Walker, van Dijk, and Pauwels (), two independent “good enough” parameter sets were found. One of them was used to generate the truth data (in the synthetic experiments), while the other was used for the simulation (for more details refer to Shokri, Walker, van Dijk, Wright & Pauwels ; Shokri, Walker, van Dijk & Pauwels ).…”
Section: Study Area Model and Data Setsupporting
confidence: 67%
See 3 more Smart Citations