Articles | Volume 25, issue 2
https://doi.org/10.5194/hess-25-957-2021
© 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-25-957-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
24 Feb 2021
Research article |
| 24 Feb 2021
| 24 Feb 2021
Learning from satellite observations: increased understanding of catchment processes through stepwise model improvement
Petra Hulsman
CORRESPONDING AUTHOR
Water Resources Section, Faculty of Civil Engineering and Geosciences,
Delft University of Technology, Stevinweg 1, 2628 CN Delft, the Netherlands
Hubert H. G. Savenije
Water Resources Section, Faculty of Civil Engineering and Geosciences,
Delft University of Technology, Stevinweg 1, 2628 CN Delft, the Netherlands
Markus Hrachowitz
Water Resources Section, Faculty of Civil Engineering and Geosciences,
Delft University of Technology, Stevinweg 1, 2628 CN Delft, the Netherlands
Viewed
Total article views: 2,677 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 14 May 2020)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 1,843 | 767 | 67 | 2,677 | 265 | 77 | 79 |
- HTML: 1,843
- PDF: 767
- XML: 67
- Total: 2,677
- Supplement: 265
- BibTeX: 77
- EndNote: 79
Total article views: 1,895 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 24 Feb 2021)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 1,352 | 494 | 49 | 1,895 | 122 | 53 | 55 |
- HTML: 1,352
- PDF: 494
- XML: 49
- Total: 1,895
- Supplement: 122
- BibTeX: 53
- EndNote: 55
Total article views: 782 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 14 May 2020)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 491 | 273 | 18 | 782 | 143 | 24 | 24 |
- HTML: 491
- PDF: 273
- XML: 18
- Total: 782
- Supplement: 143
- BibTeX: 24
- EndNote: 24
Viewed (geographical distribution)
Total article views: 2,677 (including HTML, PDF, and XML)
Thereof 2,310 with geography defined
and 367 with unknown origin.
Total article views: 1,895 (including HTML, PDF, and XML)
Thereof 1,649 with geography defined
and 246 with unknown origin.
Total article views: 782 (including HTML, PDF, and XML)
Thereof 661 with geography defined
and 121 with unknown origin.
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
Cited
23 citations as recorded by crossref.
- Stable water isotopes and tritium tracers tell the same tale: no evidence for underestimation of catchment transit times inferred by stable isotopes in StorAge Selection (SAS)-function models S. Wang et al. 10.5194/hess-27-3083-2023
- Hydrological process knowledge in catchment modelling – Lessons and perspectives from 60 years development J. Refsgaard et al. 10.1002/hyp.14463
- HESS Opinions: Are soils overrated in hydrology? H. Gao et al. 10.5194/hess-27-2607-2023
- Reduction of vegetation-accessible water storage capacity after deforestation affects catchment travel time distributions and increases young water fractions in a headwater catchment M. Hrachowitz et al. 10.5194/hess-25-4887-2021
- Improving global flood and drought predictions: integrating non-floodplain wetlands into watershed hydrologic models H. Golden et al. 10.1088/1748-9326/ac1fbc
- Climate Normalized Spatial Patterns of Evapotranspiration Enhance the Calibration of a Hydrological Model J. Koch et al. 10.3390/rs14020315
- SWAT_DA: Sequential Multivariate Data Assimilation‐Oriented Modification of SWAT M. Bayat et al. 10.1029/2022WR032397
- Evaluating the Potential of Different Evapotranspiration Datasets for Distributed Hydrological Model Calibration X. Guo et al. 10.3390/rs14030629
- Estimating the Aquifer’s Renewable Water to Mitigate the Challenges of Upcoming Megadrought Events A. Mianabadi et al. 10.1007/s11269-021-02980-7
- A two-step calibration framework for hydrological parameter regionalization based on streamflow and remote sensing evapotranspiration Z. Xu et al. 10.1016/j.jhydrol.2022.128320
- Signatures of human intervention – or not? Downstream intensification of hydrological drought along a large Central Asian river: the individual roles of climate variability and land use change A. Roodari et al. 10.5194/hess-25-1943-2021
- A parallel computing-based and spatially stepwise strategy for constraining a semi-distributed hydrological model with streamflow observations and satellite-based evapotranspiration L. Zhang et al. 10.1016/j.jhydrol.2021.126359
- A unified runoff generation scheme for applicability across different hydrometeorological zones Q. Zhang et al. 10.1016/j.envsoft.2024.106138
- Explaining changes in rainfall–runoff relationships during and after Australia's Millennium Drought: a community perspective K. Fowler et al. 10.5194/hess-26-6073-2022
- A Signature‐Based Hydrologic Efficiency Metric for Model Calibration and Evaluation in Gauged and Ungauged Catchments M. Kiraz et al. 10.1029/2023WR035321
- Enhancing streamflow simulation accuracy in ungauged catchments via parameter calibration with triple collocation-based merged evapotranspiration and streamflow features Z. Xu et al. 10.1016/j.jhydrol.2024.131627
- Future changes in annual, seasonal and monthly runoff signatures in contrasting Alpine catchments in Austria S. Hanus et al. 10.5194/hess-25-3429-2021
- The value of satellite soil moisture and snow cover data for the transfer of hydrological model parameters to ungauged sites R. Tong et al. 10.5194/hess-26-1779-2022
- Multi-decadal fluctuations in root zone storage capacity through vegetation adaptation to hydro-climatic variability have minor effects on the hydrological response in the Neckar River basin, Germany S. Wang et al. 10.5194/hess-28-4011-2024
- Modeling streamflow variability at the regional scale: (2) Development of a bespoke distributed conceptual model F. Fenicia et al. 10.1016/j.jhydrol.2021.127286
- WaCoDiS: Automated Earth Observation data processing within an event-driven architecture for water monitoring S. Drost et al. 10.1016/j.cageo.2021.105003
- Groundwater recharge rate estimation using remotely sensed and ground-based data: A method application in the mesoscale Thur catchment N. Burri et al. 10.1016/j.ejrh.2021.100972
- Spatial Patterns in Actual Evapotranspiration Climatologies for Europe S. Stisen et al. 10.3390/rs13122410
21 citations as recorded by crossref.
- Stable water isotopes and tritium tracers tell the same tale: no evidence for underestimation of catchment transit times inferred by stable isotopes in StorAge Selection (SAS)-function models S. Wang et al. 10.5194/hess-27-3083-2023
- Hydrological process knowledge in catchment modelling – Lessons and perspectives from 60 years development J. Refsgaard et al. 10.1002/hyp.14463
- HESS Opinions: Are soils overrated in hydrology? H. Gao et al. 10.5194/hess-27-2607-2023
- Reduction of vegetation-accessible water storage capacity after deforestation affects catchment travel time distributions and increases young water fractions in a headwater catchment M. Hrachowitz et al. 10.5194/hess-25-4887-2021
- Improving global flood and drought predictions: integrating non-floodplain wetlands into watershed hydrologic models H. Golden et al. 10.1088/1748-9326/ac1fbc
- Climate Normalized Spatial Patterns of Evapotranspiration Enhance the Calibration of a Hydrological Model J. Koch et al. 10.3390/rs14020315
- SWAT_DA: Sequential Multivariate Data Assimilation‐Oriented Modification of SWAT M. Bayat et al. 10.1029/2022WR032397
- Evaluating the Potential of Different Evapotranspiration Datasets for Distributed Hydrological Model Calibration X. Guo et al. 10.3390/rs14030629
- Estimating the Aquifer’s Renewable Water to Mitigate the Challenges of Upcoming Megadrought Events A. Mianabadi et al. 10.1007/s11269-021-02980-7
- A two-step calibration framework for hydrological parameter regionalization based on streamflow and remote sensing evapotranspiration Z. Xu et al. 10.1016/j.jhydrol.2022.128320
- Signatures of human intervention – or not? Downstream intensification of hydrological drought along a large Central Asian river: the individual roles of climate variability and land use change A. Roodari et al. 10.5194/hess-25-1943-2021
- A parallel computing-based and spatially stepwise strategy for constraining a semi-distributed hydrological model with streamflow observations and satellite-based evapotranspiration L. Zhang et al. 10.1016/j.jhydrol.2021.126359
- A unified runoff generation scheme for applicability across different hydrometeorological zones Q. Zhang et al. 10.1016/j.envsoft.2024.106138
- Explaining changes in rainfall–runoff relationships during and after Australia's Millennium Drought: a community perspective K. Fowler et al. 10.5194/hess-26-6073-2022
- A Signature‐Based Hydrologic Efficiency Metric for Model Calibration and Evaluation in Gauged and Ungauged Catchments M. Kiraz et al. 10.1029/2023WR035321
- Enhancing streamflow simulation accuracy in ungauged catchments via parameter calibration with triple collocation-based merged evapotranspiration and streamflow features Z. Xu et al. 10.1016/j.jhydrol.2024.131627
- Future changes in annual, seasonal and monthly runoff signatures in contrasting Alpine catchments in Austria S. Hanus et al. 10.5194/hess-25-3429-2021
- The value of satellite soil moisture and snow cover data for the transfer of hydrological model parameters to ungauged sites R. Tong et al. 10.5194/hess-26-1779-2022
- Multi-decadal fluctuations in root zone storage capacity through vegetation adaptation to hydro-climatic variability have minor effects on the hydrological response in the Neckar River basin, Germany S. Wang et al. 10.5194/hess-28-4011-2024
- Modeling streamflow variability at the regional scale: (2) Development of a bespoke distributed conceptual model F. Fenicia et al. 10.1016/j.jhydrol.2021.127286
- WaCoDiS: Automated Earth Observation data processing within an event-driven architecture for water monitoring S. Drost et al. 10.1016/j.cageo.2021.105003
2 citations as recorded by crossref.
Latest update: 25 Dec 2024
Short summary
Satellite observations have increasingly been used for model calibration, while model structural developments largely rely on discharge data. For large river basins, this often results in poor representations of system internal processes. This study explores the combined use of satellite-based evaporation and total water storage data for model structural improvement and spatial–temporal model calibration for a large, semi-arid and data-scarce river system.
Satellite observations have increasingly been used for model calibration, while model structural...
