Articles | Volume 25, issue 11
https://doi.org/10.5194/hess-25-5805-2021
© 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-25-5805-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
11 Nov 2021
Research article |
| 11 Nov 2021
| 11 Nov 2021
On the selection of precipitation products for the regionalisation of hydrological model parameters
Oscar M. Baez-Villanueva
Institute for Technology and Resources Management in the Tropics and Subtropics (ITT), TH Köln, Cologne, Germany
Faculty of Spatial Planning, TU Dortmund University, Dortmund, Germany
Mauricio Zambrano-Bigiarini
CORRESPONDING AUTHOR
Department of Civil Engineering, Universidad de la Frontera, Temuco, Chile
Center for Climate and Resilience Research, Universidad de Chile, Santiago, Chile
Pablo A. Mendoza
Department of Civil Engineering, Universidad de Chile, Santiago, Chile
Advanced Mining Technology Center (AMTC), Universidad de Chile, Santiago, Chile
Ian McNamara
Institute for Technology and Resources Management in the Tropics and Subtropics (ITT), TH Köln, Cologne, Germany
Hylke E. Beck
GloH2O, Almere, the Netherlands
Joschka Thurner
Institute for Technology and Resources Management in the Tropics and Subtropics (ITT), TH Köln, Cologne, Germany
Alexandra Nauditt
Institute for Technology and Resources Management in the Tropics and Subtropics (ITT), TH Köln, Cologne, Germany
Lars Ribbe
Institute for Technology and Resources Management in the Tropics and Subtropics (ITT), TH Köln, Cologne, Germany
Nguyen Xuan Thinh
Faculty of Spatial Planning, TU Dortmund University, Dortmund, Germany
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Cited
18 citations as recorded by crossref.
- Impacts of Subgrid Temperature Distribution Along Elevation Bands in Snowpack Modeling: Insights From a Suite of Andean Catchments O. Murillo et al. 10.1029/2022WR032113
- Downscaling and merging multiple satellite precipitation products and gauge observations using random forest with the incorporation of spatial autocorrelation C. Chen et al. 10.1016/j.jhydrol.2024.130919
- Spatio-temporal assessment of Gridded precipitation products across topographic and climatic gradients in Colombia S. Valencia et al. 10.1016/j.atmosres.2023.106643
- A multiple-step scheme for the improvement of satellite precipitation products over the Tibetan Plateau from multisource information K. He et al. 10.1016/j.scitotenv.2023.162378
- Quantifying the Reliability and Uncertainty of Satellite, Reanalysis, and Merged Precipitation Products in Hydrological Simulations over the Topographically Diverse Basin in Southwest China H. Lei et al. 10.3390/rs15010213
- Advancing objective functions in hydrological modelling: Integrating knowable moments for improved simulation accuracy A. Pizarro & J. Jorquera 10.1016/j.jhydrol.2024.131071
- Evaluation of Eight High-Resolution Gridded Precipitation Products in the Heihe River Basin, Northwest China Y. Wang & N. Zhao 10.3390/rs14061458
- Unlocking the potential of stochastic simulation through Bluecat: Enhancing runoff predictions in arid and high‐altitude regions J. Jorquera & A. Pizarro 10.1002/hyp.15046
- Prediction at Ungauged Catchments through Parameter Optimization and Uncertainty Estimation to Quantify the Regional Water Balance of the Ethiopian Rift Valley Lake Basin T. Abraham et al. 10.3390/hydrology9080150
- Can continuous simulation be used as an alternative for flood regionalisation? A large sample example from Chile P. Acuña & A. Pizarro 10.1016/j.jhydrol.2023.130118
- Germany-Wide High-Resolution Water Balance Modelling to Characterise Runoff Components as Input Pathways for the Analysis of Nutrient Fluxes T. Wolters et al. 10.3390/w15193468
- Towards robust seasonal streamflow forecasts in mountainous catchments: impact of calibration metric selection in hydrological modeling D. Araya et al. 10.5194/hess-27-4385-2023
- Monthly Water Balance of Ungauged Watersheds Using Empirical and Conceptual Models: A Case Study of the Semiarid Mountainous Watersheds, Southwest of Saudi Arabia A. Ghanim 10.3390/su15118728
- Machine learning approaches for reconstructing gridded precipitation based on multiple source products G. Nguyen et al. 10.1016/j.ejrh.2023.101475
- On the timescale of drought indices for monitoring streamflow drought considering catchment hydrological regimes O. Baez-Villanueva et al. 10.5194/hess-28-1415-2024
- PatagoniaMet: A multi-source hydrometeorological dataset for Western Patagonia R. Aguayo et al. 10.1038/s41597-023-02828-2
- Comparative performance of regionalization methods for model parameterization in ungauged Himalayan watersheds N. Karki et al. 10.1016/j.ejrh.2023.101359
- Identification of Time-Varying Conceptual Hydrological Model Parameters with Differentiable Parameter Learning X. Lian et al. 10.3390/w16060896
18 citations as recorded by crossref.
- Impacts of Subgrid Temperature Distribution Along Elevation Bands in Snowpack Modeling: Insights From a Suite of Andean Catchments O. Murillo et al. 10.1029/2022WR032113
- Downscaling and merging multiple satellite precipitation products and gauge observations using random forest with the incorporation of spatial autocorrelation C. Chen et al. 10.1016/j.jhydrol.2024.130919
- Spatio-temporal assessment of Gridded precipitation products across topographic and climatic gradients in Colombia S. Valencia et al. 10.1016/j.atmosres.2023.106643
- A multiple-step scheme for the improvement of satellite precipitation products over the Tibetan Plateau from multisource information K. He et al. 10.1016/j.scitotenv.2023.162378
- Quantifying the Reliability and Uncertainty of Satellite, Reanalysis, and Merged Precipitation Products in Hydrological Simulations over the Topographically Diverse Basin in Southwest China H. Lei et al. 10.3390/rs15010213
- Advancing objective functions in hydrological modelling: Integrating knowable moments for improved simulation accuracy A. Pizarro & J. Jorquera 10.1016/j.jhydrol.2024.131071
- Evaluation of Eight High-Resolution Gridded Precipitation Products in the Heihe River Basin, Northwest China Y. Wang & N. Zhao 10.3390/rs14061458
- Unlocking the potential of stochastic simulation through Bluecat: Enhancing runoff predictions in arid and high‐altitude regions J. Jorquera & A. Pizarro 10.1002/hyp.15046
- Prediction at Ungauged Catchments through Parameter Optimization and Uncertainty Estimation to Quantify the Regional Water Balance of the Ethiopian Rift Valley Lake Basin T. Abraham et al. 10.3390/hydrology9080150
- Can continuous simulation be used as an alternative for flood regionalisation? A large sample example from Chile P. Acuña & A. Pizarro 10.1016/j.jhydrol.2023.130118
- Germany-Wide High-Resolution Water Balance Modelling to Characterise Runoff Components as Input Pathways for the Analysis of Nutrient Fluxes T. Wolters et al. 10.3390/w15193468
- Towards robust seasonal streamflow forecasts in mountainous catchments: impact of calibration metric selection in hydrological modeling D. Araya et al. 10.5194/hess-27-4385-2023
- Monthly Water Balance of Ungauged Watersheds Using Empirical and Conceptual Models: A Case Study of the Semiarid Mountainous Watersheds, Southwest of Saudi Arabia A. Ghanim 10.3390/su15118728
- Machine learning approaches for reconstructing gridded precipitation based on multiple source products G. Nguyen et al. 10.1016/j.ejrh.2023.101475
- On the timescale of drought indices for monitoring streamflow drought considering catchment hydrological regimes O. Baez-Villanueva et al. 10.5194/hess-28-1415-2024
- PatagoniaMet: A multi-source hydrometeorological dataset for Western Patagonia R. Aguayo et al. 10.1038/s41597-023-02828-2
- Comparative performance of regionalization methods for model parameterization in ungauged Himalayan watersheds N. Karki et al. 10.1016/j.ejrh.2023.101359
- Identification of Time-Varying Conceptual Hydrological Model Parameters with Differentiable Parameter Learning X. Lian et al. 10.3390/w16060896
Latest update: 25 Apr 2024
Short summary
Most rivers worldwide are ungauged, which hinders the sustainable management of water resources. Regionalisation methods use information from gauged rivers to estimate streamflow over ungauged ones. Through hydrological modelling, we assessed how the selection of precipitation products affects the performance of three regionalisation methods. We found that a precipitation product that provides the best results in hydrological modelling does not necessarily perform the best for regionalisation.
Most rivers worldwide are ungauged, which hinders the sustainable management of water resources....
