Articles | Volume 20, issue 3
https://doi.org/10.5194/hess-20-1069-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Special issue:
https://doi.org/10.5194/hess-20-1069-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
HESS Opinions: The need for process-based evaluation of large-domain hyper-resolution models
Hydrology and Quantitative Water Management Group, Wageningen University, Droevendaalsesteeg
3a, 6708 PB Wageningen, the Netherlands
Adriaan J. Teuling
Hydrology and Quantitative Water Management Group, Wageningen University, Droevendaalsesteeg
3a, 6708 PB Wageningen, the Netherlands
Paul J. J. F. Torfs
Hydrology and Quantitative Water Management Group, Wageningen University, Droevendaalsesteeg
3a, 6708 PB Wageningen, the Netherlands
Remko Uijlenhoet
Hydrology and Quantitative Water Management Group, Wageningen University, Droevendaalsesteeg
3a, 6708 PB Wageningen, the Netherlands
Naoki Mizukami
National Center for Atmospheric Research (NCAR), Boulder, CO, USA
Martyn P. Clark
National Center for Atmospheric Research (NCAR), Boulder, CO, USA
Viewed
Total article views: 4,783 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 21 Dec 2015)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
2,590 | 1,870 | 323 | 4,783 | 115 | 140 |
- HTML: 2,590
- PDF: 1,870
- XML: 323
- Total: 4,783
- BibTeX: 115
- EndNote: 140
Total article views: 3,894 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 09 Mar 2016)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
2,113 | 1,468 | 313 | 3,894 | 109 | 131 |
- HTML: 2,113
- PDF: 1,468
- XML: 313
- Total: 3,894
- BibTeX: 109
- EndNote: 131
Total article views: 889 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 21 Dec 2015)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
477 | 402 | 10 | 889 | 6 | 9 |
- HTML: 477
- PDF: 402
- XML: 10
- Total: 889
- BibTeX: 6
- EndNote: 9
Cited
47 citations as recorded by crossref.
- GMD perspective: The quest to improve the evaluation of groundwater representation in continental- to global-scale models T. Gleeson et al. 10.5194/gmd-14-7545-2021
- Diagnostic Evaluation of Large‐Domain Hydrologic Models Calibrated Across the Contiguous United States O. Rakovec et al. 10.1029/2019JD030767
- The evolution of process-based hydrologic models: historical challenges and the collective quest for physical realism M. Clark et al. 10.5194/hess-21-3427-2017
- Scaling, similarity, and the fourth paradigm for hydrology C. Peters-Lidard et al. 10.5194/hess-21-3701-2017
- High‐Resolution Land Surface Modeling of the Effect of Long‐Term Urbanization on Hydrothermal Changes Over Beijing Metropolitan Area P. Ji et al. 10.1029/2021JD034787
- A Comprehensive Distributed Hydrological Modeling Intercomparison to Support Process Representation and Data Collection Strategies G. Baroni et al. 10.1029/2018WR023941
- Does the GPM mission improve the systematic error component in satellite rainfall estimates over TRMM? An evaluation at a pan-India scale H. Beria et al. 10.5194/hess-21-6117-2017
- Satellite and In Situ Observations for Advancing Global Earth Surface Modelling: A Review G. Balsamo et al. 10.3390/rs10122038
- Rainfall disaggregation for hydrological modeling: is there a need for spatial consistence? H. Müller-Thomy et al. 10.5194/hess-22-5259-2018
- Does the complexity in temporal precipitation disaggregation matter for a lumped hydrological model? H. Müller-Thomy & A. Sikorska-Senoner 10.1080/02626667.2019.1638926
- Extensive Evaluation of a Continental-Scale High-Resolution Hydrological Model Using Remote Sensing and Ground-Based Observations B. Zhu et al. 10.3390/rs13071247
- The role and value of distributed precipitation data in hydrological models R. Loritz et al. 10.5194/hess-25-147-2021
- Analysing spatio-temporal process and parameter dynamics in models to characterise contrasting catchments B. Guse et al. 10.1016/j.jhydrol.2018.12.050
- Understanding the Information Content in the Hierarchy of Model Development Decisions: Learning From Data S. Gharari et al. 10.1029/2020WR027948
- Definitions of climatological and discharge days: do they matter in hydrological modelling? J. Reynolds et al. 10.1080/02626667.2018.1451646
- Evaluating seasonal hydrological extremes in mesoscale (pre-)Alpine basins at coarse 0.5° and fine hyperresolution J. Buitink et al. 10.5194/hess-23-1593-2019
- Going local: Evaluating and regionalizing a global hydrological model’s simulation of river flows in a medium-sized East African basin C. Siderius et al. 10.1016/j.ejrh.2018.10.007
- A software package for the representation and optimization of water reservoir operations in the VIC hydrologic model T. Dang et al. 10.1016/j.envsoft.2020.104673
- Large‐Sample Evaluation of Radar Rainfall Nowcasting for Flood Early Warning R. Imhoff et al. 10.1029/2021WR031591
- Impact of temporal resolution of inputs on hydrological model performance: An analysis based on 2400 flood events A. Ficchì et al. 10.1016/j.jhydrol.2016.04.016
- Is hillslope-based catchment decomposition approach superior to hydrologic response unit (HRU) for stream-aquifer interaction modelling: Inference from two process-based coupled models S. Sahoo & B. Sahoo 10.1016/j.jhydrol.2020.125588
- Do Lateral Flows Matter for the Hyperresolution Land Surface Modeling? P. Ji et al. 10.1002/2017JD027366
- What is the role of the model in socio-hydrology? Discussion of “Prediction in a socio-hydrological world” L. Melsen et al. 10.1080/02626667.2018.1499025
- Strategies to Improve and Evaluate Physics‐Based Hyperresolution Hydrologic Simulations at Regional Basin Scales A. Ko et al. 10.1029/2018WR023521
- Subjective modeling decisions can significantly impact the simulation of flood and drought events L. Melsen et al. 10.1016/j.jhydrol.2018.11.046
- Investigating hydrological model versatility to simulate extreme flood events D. Peredo et al. 10.1080/02626667.2022.2030864
- Evaluation of parameter sensitivity of a rainfall-runoff model over a global catchment set L. Santos et al. 10.1080/02626667.2022.2035388
- Human–water interface in hydrological modelling: current status and future directions Y. Wada et al. 10.5194/hess-21-4169-2017
- CHESS-SCAPE: high-resolution future projections of multiple climate scenarios for the United Kingdom derived from downscaled United Kingdom Climate Projections 2018 regional climate model output E. Robinson et al. 10.5194/essd-15-5371-2023
- Evaluation of regionalization parameters for stream flow prediction in ungauged catchments of Rift Valley Lakes Basin, Ethiopia Z. Mada et al. 10.1007/s40808-024-01977-6
- Improving the Representation of Subsurface Water Movement in Land Models S. Gharari et al. 10.1175/JHM-D-19-0108.1
- Improving the realism of hydrologic model functioning through multivariate parameter estimation O. Rakovec et al. 10.1002/2016WR019430
- Connecting hydrological modelling and forecasting from global to local scales: Perspectives from an international joint virtual workshop A. Dasgupta et al. 10.1111/jfr3.12880
- Large-sample assessment of varying spatial resolution on the streamflow estimates of the wflow_sbm hydrological model J. Aerts et al. 10.5194/hess-26-4407-2022
- High‐Resolution Land Surface Modeling of Hydrological Changes Over the Sanjiangyuan Region in the Eastern Tibetan Plateau: 1. Model Development and Evaluation X. Yuan et al. 10.1029/2018MS001412
- A distributed simple dynamical systems approach (dS2 v1.0) for computationally efficient hydrological modelling at high spatio-temporal resolution J. Buitink et al. 10.5194/gmd-13-6093-2020
- Hyper-resolution PCR-GLOBWB: opportunities and challenges from refining model spatial resolution to 1 km over the European continent J. Hoch et al. 10.5194/hess-27-1383-2023
- Representation of spatial and temporal variability in large-domain hydrological models: case study for a mesoscale pre-Alpine basin L. Melsen et al. 10.5194/hess-20-2207-2016
- Numerical Analysis of the Effect of Subgrid Variability in a Physically Based Hydrological Model on Runoff, Soil Moisture, and Slope Stability E. Leonarduzzi et al. 10.1029/2020WR027326
- Potential of satellite and reanalysis evaporation datasets for hydrological modelling under various model calibration strategies M. Dembélé et al. 10.1016/j.advwatres.2020.103667
- Role of reservoir regulation and groundwater feedback in a simulated ground‐soil‐vegetation continuum: A long‐term regional scale analysis J. Wei et al. 10.1002/hyp.14341
- A user-friendly software package for VIC hydrologic model development S. Wi et al. 10.1016/j.envsoft.2017.09.006
- Hydrological process knowledge in catchment modelling – Lessons and perspectives from 60 years development J. Refsgaard et al. 10.1002/hyp.14463
- The impact of hydrological model structure on the simulation of extreme runoff events G. van Kempen et al. 10.5194/nhess-21-961-2021
- Scaling Point‐Scale (Pedo)transfer Functions to Seamless Large‐Domain Parameter Estimates for High‐Resolution Distributed Hydrologic Modeling: An Example for the Rhine River R. Imhoff et al. 10.1029/2019WR026807
- Integrated sensitivity analysis of a macroscale hydrologic model in the north of the Iberian Peninsula P. Yeste et al. 10.1016/j.jhydrol.2020.125230
- A Computationally Efficient and Physically Based Approach for Urban Flood Modeling Using a Flexible Spatiotemporal Structure S. Saksena et al. 10.1029/2019WR025769
45 citations as recorded by crossref.
- GMD perspective: The quest to improve the evaluation of groundwater representation in continental- to global-scale models T. Gleeson et al. 10.5194/gmd-14-7545-2021
- Diagnostic Evaluation of Large‐Domain Hydrologic Models Calibrated Across the Contiguous United States O. Rakovec et al. 10.1029/2019JD030767
- The evolution of process-based hydrologic models: historical challenges and the collective quest for physical realism M. Clark et al. 10.5194/hess-21-3427-2017
- Scaling, similarity, and the fourth paradigm for hydrology C. Peters-Lidard et al. 10.5194/hess-21-3701-2017
- High‐Resolution Land Surface Modeling of the Effect of Long‐Term Urbanization on Hydrothermal Changes Over Beijing Metropolitan Area P. Ji et al. 10.1029/2021JD034787
- A Comprehensive Distributed Hydrological Modeling Intercomparison to Support Process Representation and Data Collection Strategies G. Baroni et al. 10.1029/2018WR023941
- Does the GPM mission improve the systematic error component in satellite rainfall estimates over TRMM? An evaluation at a pan-India scale H. Beria et al. 10.5194/hess-21-6117-2017
- Satellite and In Situ Observations for Advancing Global Earth Surface Modelling: A Review G. Balsamo et al. 10.3390/rs10122038
- Rainfall disaggregation for hydrological modeling: is there a need for spatial consistence? H. Müller-Thomy et al. 10.5194/hess-22-5259-2018
- Does the complexity in temporal precipitation disaggregation matter for a lumped hydrological model? H. Müller-Thomy & A. Sikorska-Senoner 10.1080/02626667.2019.1638926
- Extensive Evaluation of a Continental-Scale High-Resolution Hydrological Model Using Remote Sensing and Ground-Based Observations B. Zhu et al. 10.3390/rs13071247
- The role and value of distributed precipitation data in hydrological models R. Loritz et al. 10.5194/hess-25-147-2021
- Analysing spatio-temporal process and parameter dynamics in models to characterise contrasting catchments B. Guse et al. 10.1016/j.jhydrol.2018.12.050
- Understanding the Information Content in the Hierarchy of Model Development Decisions: Learning From Data S. Gharari et al. 10.1029/2020WR027948
- Definitions of climatological and discharge days: do they matter in hydrological modelling? J. Reynolds et al. 10.1080/02626667.2018.1451646
- Evaluating seasonal hydrological extremes in mesoscale (pre-)Alpine basins at coarse 0.5° and fine hyperresolution J. Buitink et al. 10.5194/hess-23-1593-2019
- Going local: Evaluating and regionalizing a global hydrological model’s simulation of river flows in a medium-sized East African basin C. Siderius et al. 10.1016/j.ejrh.2018.10.007
- A software package for the representation and optimization of water reservoir operations in the VIC hydrologic model T. Dang et al. 10.1016/j.envsoft.2020.104673
- Large‐Sample Evaluation of Radar Rainfall Nowcasting for Flood Early Warning R. Imhoff et al. 10.1029/2021WR031591
- Impact of temporal resolution of inputs on hydrological model performance: An analysis based on 2400 flood events A. Ficchì et al. 10.1016/j.jhydrol.2016.04.016
- Is hillslope-based catchment decomposition approach superior to hydrologic response unit (HRU) for stream-aquifer interaction modelling: Inference from two process-based coupled models S. Sahoo & B. Sahoo 10.1016/j.jhydrol.2020.125588
- Do Lateral Flows Matter for the Hyperresolution Land Surface Modeling? P. Ji et al. 10.1002/2017JD027366
- What is the role of the model in socio-hydrology? Discussion of “Prediction in a socio-hydrological world” L. Melsen et al. 10.1080/02626667.2018.1499025
- Strategies to Improve and Evaluate Physics‐Based Hyperresolution Hydrologic Simulations at Regional Basin Scales A. Ko et al. 10.1029/2018WR023521
- Subjective modeling decisions can significantly impact the simulation of flood and drought events L. Melsen et al. 10.1016/j.jhydrol.2018.11.046
- Investigating hydrological model versatility to simulate extreme flood events D. Peredo et al. 10.1080/02626667.2022.2030864
- Evaluation of parameter sensitivity of a rainfall-runoff model over a global catchment set L. Santos et al. 10.1080/02626667.2022.2035388
- Human–water interface in hydrological modelling: current status and future directions Y. Wada et al. 10.5194/hess-21-4169-2017
- CHESS-SCAPE: high-resolution future projections of multiple climate scenarios for the United Kingdom derived from downscaled United Kingdom Climate Projections 2018 regional climate model output E. Robinson et al. 10.5194/essd-15-5371-2023
- Evaluation of regionalization parameters for stream flow prediction in ungauged catchments of Rift Valley Lakes Basin, Ethiopia Z. Mada et al. 10.1007/s40808-024-01977-6
- Improving the Representation of Subsurface Water Movement in Land Models S. Gharari et al. 10.1175/JHM-D-19-0108.1
- Improving the realism of hydrologic model functioning through multivariate parameter estimation O. Rakovec et al. 10.1002/2016WR019430
- Connecting hydrological modelling and forecasting from global to local scales: Perspectives from an international joint virtual workshop A. Dasgupta et al. 10.1111/jfr3.12880
- Large-sample assessment of varying spatial resolution on the streamflow estimates of the wflow_sbm hydrological model J. Aerts et al. 10.5194/hess-26-4407-2022
- High‐Resolution Land Surface Modeling of Hydrological Changes Over the Sanjiangyuan Region in the Eastern Tibetan Plateau: 1. Model Development and Evaluation X. Yuan et al. 10.1029/2018MS001412
- A distributed simple dynamical systems approach (dS2 v1.0) for computationally efficient hydrological modelling at high spatio-temporal resolution J. Buitink et al. 10.5194/gmd-13-6093-2020
- Hyper-resolution PCR-GLOBWB: opportunities and challenges from refining model spatial resolution to 1 km over the European continent J. Hoch et al. 10.5194/hess-27-1383-2023
- Representation of spatial and temporal variability in large-domain hydrological models: case study for a mesoscale pre-Alpine basin L. Melsen et al. 10.5194/hess-20-2207-2016
- Numerical Analysis of the Effect of Subgrid Variability in a Physically Based Hydrological Model on Runoff, Soil Moisture, and Slope Stability E. Leonarduzzi et al. 10.1029/2020WR027326
- Potential of satellite and reanalysis evaporation datasets for hydrological modelling under various model calibration strategies M. Dembélé et al. 10.1016/j.advwatres.2020.103667
- Role of reservoir regulation and groundwater feedback in a simulated ground‐soil‐vegetation continuum: A long‐term regional scale analysis J. Wei et al. 10.1002/hyp.14341
- A user-friendly software package for VIC hydrologic model development S. Wi et al. 10.1016/j.envsoft.2017.09.006
- Hydrological process knowledge in catchment modelling – Lessons and perspectives from 60 years development J. Refsgaard et al. 10.1002/hyp.14463
- The impact of hydrological model structure on the simulation of extreme runoff events G. van Kempen et al. 10.5194/nhess-21-961-2021
- Scaling Point‐Scale (Pedo)transfer Functions to Seamless Large‐Domain Parameter Estimates for High‐Resolution Distributed Hydrologic Modeling: An Example for the Rhine River R. Imhoff et al. 10.1029/2019WR026807
2 citations as recorded by crossref.
- Integrated sensitivity analysis of a macroscale hydrologic model in the north of the Iberian Peninsula P. Yeste et al. 10.1016/j.jhydrol.2020.125230
- A Computationally Efficient and Physically Based Approach for Urban Flood Modeling Using a Flexible Spatiotemporal Structure S. Saksena et al. 10.1029/2019WR025769
Saved (final revised paper)
Saved (preprint)
Latest update: 25 Apr 2024
Short summary
A meta-analysis on 192 peer-reviewed articles reporting applications of a land surface model in a distributed way reveals that the spatial resolution at which the model is applied has increased over the years, while the calibration and validation time interval has remained unchanged. We argue that the calibration and validation time interval should keep pace with the increase in spatial resolution in order to resolve the processes that are relevant at the applied spatial resolution.
A meta-analysis on 192 peer-reviewed articles reporting applications of a land surface model in...
Special issue