Articles | Volume 22, issue 4
https://doi.org/10.5194/hess-22-2409-2018
© Author(s) 2018. 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-22-2409-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Automatic design of basin-specific drought indexes for highly regulated water systems
Marta Zaniolo
Department of Electronics, Information and Bioengineering, Politecnico
di Milano, Piazza L. da Vinci, 32, 20133 Milan, Italy
Matteo Giuliani
Department of Electronics, Information and Bioengineering, Politecnico
di Milano, Piazza L. da Vinci, 32, 20133 Milan, Italy
Andrea Francesco Castelletti
CORRESPONDING AUTHOR
Department of Electronics, Information and Bioengineering, Politecnico
di Milano, Piazza L. da Vinci, 32, 20133 Milan, Italy
Institute of Environmental Engineering, ETH, Wolfgang-Pauli-Str.
15, 8093 Zurich, Switzerland
Manuel Pulido-Velazquez
Research Institute of Water and
Environmental Engineering (IIAMA), Universitat Politècnica de
València, Camí de Vera s/n, 46022, Valencia, Spain
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Cited
14 citations as recorded by crossref.
- Hydrological Drought-Indexed Insurance for Irrigated Agriculture in a Highly Regulated System M. Valenzuela-Mahecha et al. 10.3390/agronomy12092170
- Collaborative Modeling to Construct a Hedging Policy for Drought Management in Reservoir Systems D. Cid et al. 10.1061/(ASCE)WR.1943-5452.0001632
- A Simplified Water Accounting Procedure to Assess Climate Change Impact on Water Resources for Agriculture across Different European River Basins J. Hunink et al. 10.3390/w11101976
- Water and Environmental Systems Management Under Uncertainty: From Scenario Construction to Robust Solutions and Adaptation M. Cunha 10.1007/s11269-023-03429-9
- Policy Representation Learning for Multiobjective Reservoir Policy Design With Different Objective Dynamics M. Zaniolo et al. 10.1029/2020WR029329
- Disentangling sources of future uncertainties for water management in sub-Saharan river basins A. Amaranto et al. 10.5194/hess-26-245-2022
- Data-driven modeling and control of droughts M. Zaniolo et al. 10.1016/j.ifacol.2019.11.009
- Optimización del indicador de escasez en la cuenca del río Júcar C. Palop-Donat et al. 10.4995/ia.2020.12275
- Toward Urban Water Security: Broadening the Use of Machine Learning Methods for Mitigating Urban Water Hazards M. Allen-Dumas et al. 10.3389/frwa.2020.562304
- System Dynamics Modeling for Supporting Drought-Oriented Management of the Jucar River System, Spain A. Rubio-Martin et al. 10.3390/w12051407
- Modeling the influence of small reservoirs on hydrological drought propagation in space and time P. Colombo et al. 10.1016/j.jhydrol.2024.130640
- Transitioning out of Open Access: A Closer Look at Institutions for Management of Groundwater Rights in France, California, and Spain J. Rouillard et al. 10.1029/2020WR028951
- Toward Data‐Driven Generation and Evaluation of Model Structure for Integrated Representations of Human Behavior in Water Resources Systems L. Ekblad & J. Herman 10.1029/2020WR028148
- Modeling the behavior of water reservoir operators via eigenbehavior analysis M. Giuliani & J. Herman 10.1016/j.advwatres.2018.10.021
14 citations as recorded by crossref.
- Hydrological Drought-Indexed Insurance for Irrigated Agriculture in a Highly Regulated System M. Valenzuela-Mahecha et al. 10.3390/agronomy12092170
- Collaborative Modeling to Construct a Hedging Policy for Drought Management in Reservoir Systems D. Cid et al. 10.1061/(ASCE)WR.1943-5452.0001632
- A Simplified Water Accounting Procedure to Assess Climate Change Impact on Water Resources for Agriculture across Different European River Basins J. Hunink et al. 10.3390/w11101976
- Water and Environmental Systems Management Under Uncertainty: From Scenario Construction to Robust Solutions and Adaptation M. Cunha 10.1007/s11269-023-03429-9
- Policy Representation Learning for Multiobjective Reservoir Policy Design With Different Objective Dynamics M. Zaniolo et al. 10.1029/2020WR029329
- Disentangling sources of future uncertainties for water management in sub-Saharan river basins A. Amaranto et al. 10.5194/hess-26-245-2022
- Data-driven modeling and control of droughts M. Zaniolo et al. 10.1016/j.ifacol.2019.11.009
- Optimización del indicador de escasez en la cuenca del río Júcar C. Palop-Donat et al. 10.4995/ia.2020.12275
- Toward Urban Water Security: Broadening the Use of Machine Learning Methods for Mitigating Urban Water Hazards M. Allen-Dumas et al. 10.3389/frwa.2020.562304
- System Dynamics Modeling for Supporting Drought-Oriented Management of the Jucar River System, Spain A. Rubio-Martin et al. 10.3390/w12051407
- Modeling the influence of small reservoirs on hydrological drought propagation in space and time P. Colombo et al. 10.1016/j.jhydrol.2024.130640
- Transitioning out of Open Access: A Closer Look at Institutions for Management of Groundwater Rights in France, California, and Spain J. Rouillard et al. 10.1029/2020WR028951
- Toward Data‐Driven Generation and Evaluation of Model Structure for Integrated Representations of Human Behavior in Water Resources Systems L. Ekblad & J. Herman 10.1029/2020WR028148
- Modeling the behavior of water reservoir operators via eigenbehavior analysis M. Giuliani & J. Herman 10.1016/j.advwatres.2018.10.021
Latest update: 10 Dec 2024
Short summary
Drought indexes are an effective tool to support drought management in water systems, but their definition must be tailored to the features of the considered basin. In highly regulated contexts, non-generalizable ad hoc methods are usually employed to design these indexes. This paper contributes the novel Framework for Index-based Drought Analysis (FRIDA) that supports the automatic construction of basin-customized drought indexes representing a surrogate of the basin drought conditions.
Drought indexes are an effective tool to support drought management in water systems, but their...