Articles | Volume 22, issue 1
https://doi.org/10.5194/hess-22-831-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/hess-22-831-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Deduction of reservoir operating rules for application in global hydrological models
Hubertus M. Coerver
CORRESPONDING AUTHOR
Water Resources, Faculty of Civil Engineering and Geosciences,
Delft University of Technology, Delft, the Netherlands
UNESCO-IHE Institute for Water Education, Delft, the Netherlands
Martine M. Rutten
Water Resources, Faculty of Civil Engineering and Geosciences,
Delft University of Technology, Delft, the Netherlands
Nick C. van de Giesen
Water Resources, Faculty of Civil Engineering and Geosciences,
Delft University of Technology, Delft, the Netherlands
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Cited
55 citations as recorded by crossref.
- Climate-induced hydrological impact mitigated by a high-density reservoir network in the Poyang Lake Basin N. Dong et al.
- Streamflow simulation improvements enabled by a state‐of‐the‐art algorithm for reservoir routing in the U.S. National Water Model D. Li et al.
- Optimizing storage-based reservoir operation schemes for enhanced large-scale hydrological modeling: A comprehensive sensitivity analysis L. Tang et al.
- Integrated probabilistic forecasting framework for long-term reservoir outflow through dynamic coupling of meteorological–hydrological–engineering processes J. Tan et al.
- Online generic diagnostic reservoir operation tools Q. Zhao et al.
- Impacts of Hydraulic Engineering on Wetland Flood Inundation and Management Implications W. Wang et al.
- Inferring efficient operating rules in multireservoir water resource systems: A review H. Macian‐Sorribes & M. Pulido‐Velazquez
- Data derived reservoir operations simulated in a global hydrologic model J. Steyaert et al.
- Compound effects of dams and levees reshape Yangtze flood dynamics and reveal substantial risk misestimations from ignoring levees S. Xu et al.
- A hybrid hydrologic modelling framework with data-driven and conceptual reservoir operation schemes for reservoir impact assessment and predictions N. Dong et al.
- Simulating Reservoir Induced Lhasa Streamflow Variability Using ArcSWAT M. Yasir et al.
- Natural and anthropogenic controls on lake water‐level decline and evaporation‐to‐inflow ratio in the conterminous United States C. Fergus et al.
- Implementation and sensitivity analysis of the Dam-Reservoir OPeration model (DROP v1.0) over Spain M. Sadki et al.
- Leveraging GCM-based forecasts for enhanced seasonal streamflow prediction in diverse hydrological regimes M. Girons Lopez et al.
- Diverse wildfire impacts on river flows across the globe M. Grillakis & A. Voulgarakis
- A box-model approach for reservoir operation during extreme rainfall events: A case study P. Anandharuban et al.
- Application of artificial neural network for optimal operation of a multi-purpose multi-reservoir system, II: optimal solution and performance evaluation S. Shaikh
- Improving the representation of groundwater processes in a large-scale water resources model H. Baron et al.
- Real-time streamflow forecasting in a reservoir-regulated river basin using explainable machine learning and conceptual reservoir module K. Sushanth et al.
- Water resources management in a reservoir-regulated basin: Implications of reservoir network layout on streamflow and hydrologic alteration N. Dong et al.
- Comparison of generalized non-data-driven lake and reservoir routing models for global-scale hydrologic forecasting of reservoir outflow at diurnal time steps J. Gutenson et al.
- Future precipitation, hydrology and hydropower generation in the Yalong River Basin: Projections and analysis Y. Zhao et al.
- A generalized reservoir module for SWAT applications in watersheds regulated by reservoirs Z. Wang et al.
- A Hierarchical Temporal Scale Framework for Data‐Driven Reservoir Release Modeling Q. Longyang & R. Zeng
- Developing water supply reservoir operating rules for large-scale hydrological modelling S. Salwey et al.
- Hydrological cycle and water resources in a changing world: A review D. Yang et al.
- Developing a generic data-driven reservoir operation model Y. Chen et al.
- Coordination and control – limits in standard representations of multi-reservoir operations in hydrological modeling C. Rougé et al.
- Development of reservoir module for a distributed conceptual hydrological model K. Sushanth et al.
- Data‐Driven Reservoir Simulation in a Large‐Scale Hydrological and Water Resource Model S. Turner et al.
- Enhancing Reservoir Operational Modelling with Satellite Altimetry-Derived Water Level Data L. Tang et al.
- Hierarchical Temporal-Scale Framework for Real-Time Streamflow Prediction in Reservoir-Regulated Basins J. Chang et al.
- Model Estimates of China's Terrestrial Water Storage Variation Due To Reservoir Operation N. Dong et al.
- 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.
- Implications of water management representations for watershed hydrologic modeling in the Yakima River basin J. Qiu et al.
- Representation and improved parameterization of reservoir operation in hydrological and land-surface models F. Yassin et al.
- Deriving representative reservoir operation rules using a hidden Markov-decision tree model Q. Zhao & X. Cai
- Improving the prediction of daily reservoir releases over the CONUS using conditioned LSTM H. Tran et al.
- Water storage and release policies for all large reservoirs of conterminous United States S. Turner et al.
- Estimating Reservoir Inflow and Outflow From Water Level Observations Using Expert Knowledge: Dealing With an Ill‐Posed Water Balance Equation in Reservoir Management J. Song et al.
- Transformer-enhanced extraction of operating rules for multi-objective reservoir groups: a min river basin case study M. Yan et al.
- Toward Improved Parameterizations of Reservoir Operation in Ungauged Basins: A Synergistic Framework Coupling Satellite Remote Sensing, Hydrologic Modeling, and Conceptual Operation Schemes N. Dong et al.
- Evaluating a reservoir parametrization in the vector-based global routing model mizuRoute (v2.0.1) for Earth system model coupling I. Vanderkelen et al.
- Differentiable parameter learning of reservoir operation modules Z. Chen & T. Zhao
- National framework for ranking lakes by potential for anthropogenic hydro-alteration C. Fergus et al.
- Adaptive Rule Curves Integrating Climate Projections and Seasonal Forecasts to Enhance Reservoir Efficiency S. Samal, S.M.ASCE et al.
- Spatial variability in Alpine reservoir regulation: deriving reservoir operations from streamflow using generalized additive models M. Brunner & P. Naveau
- Data-Driven Dam Outflow Prediction Using Deep Learning with Simultaneous Selection of Input Predictors and Hyperparameters Using the Bayesian Optimization Algorithm V. Tran et al.
- Snowmelt runoff model (SRM) for regulated watersheds with regulation-correction N. Bhagwat et al.
- Generalizing Reservoir Operations Using a Piecewise Classification and Regression Approach L. Ford & A. Sankarasubramanian
- Adaptive Neuro-Fuzzy Optimization of Reservoir Operations Under Climate Variability in the Chao Phraya River Basin L. Maneechot et al.
- Machine Learning Assisted Reservoir Operation Model for Long‐Term Water Management Simulation S. Gangrade et al.
- Advances in global hydrology–crop modelling to support the UN’s Sustainable Development Goals in South Asia H. Biemans & C. Siderius
- Application of artificial neural network for optimal operation of a multi-purpose multi-reservoir system, I: initial solution and selection of input variables S. Shaikh
- Simulating river regulation and reservoir performance in a continental-scale hydrologic model A. Tefs et al.
55 citations as recorded by crossref.
- Climate-induced hydrological impact mitigated by a high-density reservoir network in the Poyang Lake Basin N. Dong et al.
- Streamflow simulation improvements enabled by a state‐of‐the‐art algorithm for reservoir routing in the U.S. National Water Model D. Li et al.
- Optimizing storage-based reservoir operation schemes for enhanced large-scale hydrological modeling: A comprehensive sensitivity analysis L. Tang et al.
- Integrated probabilistic forecasting framework for long-term reservoir outflow through dynamic coupling of meteorological–hydrological–engineering processes J. Tan et al.
- Online generic diagnostic reservoir operation tools Q. Zhao et al.
- Impacts of Hydraulic Engineering on Wetland Flood Inundation and Management Implications W. Wang et al.
- Inferring efficient operating rules in multireservoir water resource systems: A review H. Macian‐Sorribes & M. Pulido‐Velazquez
- Data derived reservoir operations simulated in a global hydrologic model J. Steyaert et al.
- Compound effects of dams and levees reshape Yangtze flood dynamics and reveal substantial risk misestimations from ignoring levees S. Xu et al.
- A hybrid hydrologic modelling framework with data-driven and conceptual reservoir operation schemes for reservoir impact assessment and predictions N. Dong et al.
- Simulating Reservoir Induced Lhasa Streamflow Variability Using ArcSWAT M. Yasir et al.
- Natural and anthropogenic controls on lake water‐level decline and evaporation‐to‐inflow ratio in the conterminous United States C. Fergus et al.
- Implementation and sensitivity analysis of the Dam-Reservoir OPeration model (DROP v1.0) over Spain M. Sadki et al.
- Leveraging GCM-based forecasts for enhanced seasonal streamflow prediction in diverse hydrological regimes M. Girons Lopez et al.
- Diverse wildfire impacts on river flows across the globe M. Grillakis & A. Voulgarakis
- A box-model approach for reservoir operation during extreme rainfall events: A case study P. Anandharuban et al.
- Application of artificial neural network for optimal operation of a multi-purpose multi-reservoir system, II: optimal solution and performance evaluation S. Shaikh
- Improving the representation of groundwater processes in a large-scale water resources model H. Baron et al.
- Real-time streamflow forecasting in a reservoir-regulated river basin using explainable machine learning and conceptual reservoir module K. Sushanth et al.
- Water resources management in a reservoir-regulated basin: Implications of reservoir network layout on streamflow and hydrologic alteration N. Dong et al.
- Comparison of generalized non-data-driven lake and reservoir routing models for global-scale hydrologic forecasting of reservoir outflow at diurnal time steps J. Gutenson et al.
- Future precipitation, hydrology and hydropower generation in the Yalong River Basin: Projections and analysis Y. Zhao et al.
- A generalized reservoir module for SWAT applications in watersheds regulated by reservoirs Z. Wang et al.
- A Hierarchical Temporal Scale Framework for Data‐Driven Reservoir Release Modeling Q. Longyang & R. Zeng
- Developing water supply reservoir operating rules for large-scale hydrological modelling S. Salwey et al.
- Hydrological cycle and water resources in a changing world: A review D. Yang et al.
- Developing a generic data-driven reservoir operation model Y. Chen et al.
- Coordination and control – limits in standard representations of multi-reservoir operations in hydrological modeling C. Rougé et al.
- Development of reservoir module for a distributed conceptual hydrological model K. Sushanth et al.
- Data‐Driven Reservoir Simulation in a Large‐Scale Hydrological and Water Resource Model S. Turner et al.
- Enhancing Reservoir Operational Modelling with Satellite Altimetry-Derived Water Level Data L. Tang et al.
- Hierarchical Temporal-Scale Framework for Real-Time Streamflow Prediction in Reservoir-Regulated Basins J. Chang et al.
- Model Estimates of China's Terrestrial Water Storage Variation Due To Reservoir Operation N. Dong et al.
- 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.
- Implications of water management representations for watershed hydrologic modeling in the Yakima River basin J. Qiu et al.
- Representation and improved parameterization of reservoir operation in hydrological and land-surface models F. Yassin et al.
- Deriving representative reservoir operation rules using a hidden Markov-decision tree model Q. Zhao & X. Cai
- Improving the prediction of daily reservoir releases over the CONUS using conditioned LSTM H. Tran et al.
- Water storage and release policies for all large reservoirs of conterminous United States S. Turner et al.
- Estimating Reservoir Inflow and Outflow From Water Level Observations Using Expert Knowledge: Dealing With an Ill‐Posed Water Balance Equation in Reservoir Management J. Song et al.
- Transformer-enhanced extraction of operating rules for multi-objective reservoir groups: a min river basin case study M. Yan et al.
- Toward Improved Parameterizations of Reservoir Operation in Ungauged Basins: A Synergistic Framework Coupling Satellite Remote Sensing, Hydrologic Modeling, and Conceptual Operation Schemes N. Dong et al.
- Evaluating a reservoir parametrization in the vector-based global routing model mizuRoute (v2.0.1) for Earth system model coupling I. Vanderkelen et al.
- Differentiable parameter learning of reservoir operation modules Z. Chen & T. Zhao
- National framework for ranking lakes by potential for anthropogenic hydro-alteration C. Fergus et al.
- Adaptive Rule Curves Integrating Climate Projections and Seasonal Forecasts to Enhance Reservoir Efficiency S. Samal, S.M.ASCE et al.
- Spatial variability in Alpine reservoir regulation: deriving reservoir operations from streamflow using generalized additive models M. Brunner & P. Naveau
- Data-Driven Dam Outflow Prediction Using Deep Learning with Simultaneous Selection of Input Predictors and Hyperparameters Using the Bayesian Optimization Algorithm V. Tran et al.
- Snowmelt runoff model (SRM) for regulated watersheds with regulation-correction N. Bhagwat et al.
- Generalizing Reservoir Operations Using a Piecewise Classification and Regression Approach L. Ford & A. Sankarasubramanian
- Adaptive Neuro-Fuzzy Optimization of Reservoir Operations Under Climate Variability in the Chao Phraya River Basin L. Maneechot et al.
- Machine Learning Assisted Reservoir Operation Model for Long‐Term Water Management Simulation S. Gangrade et al.
- Advances in global hydrology–crop modelling to support the UN’s Sustainable Development Goals in South Asia H. Biemans & C. Siderius
- Application of artificial neural network for optimal operation of a multi-purpose multi-reservoir system, I: initial solution and selection of input variables S. Shaikh
- Simulating river regulation and reservoir performance in a continental-scale hydrologic model A. Tefs et al.
Saved (final revised paper)
Latest update: 06 May 2026
Short summary
Global hydrological models aim to model hydrological processes, like flows in a river, on a global scale, as opposed to traditional models which are regional. A big challenge in creating these models is the inclusion of impacts on the hydrological cycle caused by humans, for example by the operation of large (hydropower) dams. The presented study investigates a new way to include these impacts by dams into global hydrological models.
Global hydrological models aim to model hydrological processes, like flows in a river, on a...