Articles | Volume 27, issue 13
https://doi.org/10.5194/hess-27-2479-2023
© Author(s) 2023. 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-27-2479-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Floods and droughts: a multivariate perspective
Manuela Irene Brunner
CORRESPONDING AUTHOR
WSL Institute for Snow and Avalanche Research SLF, Davos Dorf, Switzerland
Institute for Atmospheric and Climate Science, ETH Zurich, Zurich, Switzerland
Climate Change, Extremes and Natural Hazards in Alpine Regions Research Center CERC, Davos Dorf, Switzerland
Invited contribution by Manuela Irene Brunner, recipient of the Division Outstanding Early Career Scientist Award 2022.
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Cited
35 citations as recorded by crossref.
- Multivariate design events for compound flooding analysis in estuaries D. Gomez Rave et al.
- Large ensemble simulations indicate increases in spatial compounding of droughts and hot extremes across multiple croplands in China B. Lv et al.
- Copula-based joint impact assessment of rainfall and tidal level on flood risk in tidal-influenced plain river network areas, Taihu Lake Basin H. Zhou et al.
- Revolutionizing the future of hydrological science: Impact of machine learning and deep learning amidst emerging explainable AI and transfer learning R. Maity et al.
- Multivariate hydrological risk under heterogeneous conditions E. Gontara & F. Chebana
- Management of dam discharge to reduce flood risk E. Herrera et al.
- Frequency curves of high and low flows in intermittent river basins for hydrological analysis and hydraulic design G. Sarigil et al.
- Climate change effects on river droughts in Bavaria using a hydrological large ensemble B. Poschlod et al.
- Extreme and compound events in lakes R. Woolway et al.
- Management of dam discharge to reduce flood risk E. Herrera et al.
- HydroGRAF: Hybrid discharge reconstruction and basin-aware streamflow forecasting in the Himalayas A. Gul et al.
- Multi scale copula analysis of hot–dry dependence across Australia K. Haddad
- Leptospirosis in Campinas, Brazil: The interplay between drainage, impermeable areas, and social vulnerability T. Azevedo et al.
- Floodplain lakes: Linking hydrology to ecology and conservation F. Xue et al.
- Spatio-Temporal Artificial Intelligence for Multi-Hazard-Aware Renewable Energy Site Selection Using Integrated Geospatial and Climate Data K. Moloi et al.
- Temporally compounding droughts at the global scale: Distribution, propagation, and projection X. Zhao et al.
- A data-driven and expert flood knowledge model based on the development of the Huber loss function for flood forecasting H. Malik et al.
- A systematic review of methods for identifying drought-flood abrupt alternation: advances and future directions L. Zhao et al.
- Extreme precipitation in the Yangtze River Basin: Analysis of lagged and asymmetric teleconnections Z. Li et al.
- A Meteorological Drought Migration Model for Assessing the Spatiotemporal Paths of Drought in the Choushui River Alluvial Fan, Taiwan H. Yeh et al.
- Compound and consecutive drought-flood events at a global scale A. Matanó et al.
- Mixture copula parameter estimation with metaheuristic algorithms, comparative study under hydrological context E. Gontara & F. Chebana
- Regional Copula Modeling of Rainfall Duration and Intensity: Derivation and Validation of IDF Curves in the Kastoria Basin E. Leivadiotis et al.
- Three-dimensional identification of drought events and copula-based multivariate meteorological drought risk probability assessment in the Huai River Basin, China J. Shao et al.
- Research on flood peak prediction in the three gorges region based on similarity search with multisource information fusion X. Wang et al.
- Impacts of global climate change on floods in Pakistan with current trends challenges and future perspectives W. Khoso et al.
- Spatial-temporal monitoring of compound droughts over global land areas Z. Hao et al.
- Comparative analysis of CMIP5 and CMIP6 in conjunction with the hydrological processes of reservoir catchment, Chhattisgarh, India S. Verma et al.
- Statistical behavior of temporally compounding multi-peak flood events G. Cazzaniga et al.
- Assessing the spatial correlation of potential compound flooding in the United States H. Li et al.
- How well do hydrological models simulate streamflow extremes and drought-to-flood transitions? E. Muñoz-Castro et al.
- Compound dry and hot extremes: A review and future research pathways for India R. Guntu & A. Agarwal
- Drought–Flood Abrupt Alternation in the Heilongjiang River Basin Under Climate Change: Spatiotemporal Patterns, Drivers, and Projections F. Huang et al.
- Nitrogen enrichment exacerbates drought impacts on desert shrub steppe plant community W. She et al.
- Trade-offs between wetland resistance and recovery and thresholds in their responses to climate extremes J. Liu et al.
35 citations as recorded by crossref.
- Multivariate design events for compound flooding analysis in estuaries D. Gomez Rave et al.
- Large ensemble simulations indicate increases in spatial compounding of droughts and hot extremes across multiple croplands in China B. Lv et al.
- Copula-based joint impact assessment of rainfall and tidal level on flood risk in tidal-influenced plain river network areas, Taihu Lake Basin H. Zhou et al.
- Revolutionizing the future of hydrological science: Impact of machine learning and deep learning amidst emerging explainable AI and transfer learning R. Maity et al.
- Multivariate hydrological risk under heterogeneous conditions E. Gontara & F. Chebana
- Management of dam discharge to reduce flood risk E. Herrera et al.
- Frequency curves of high and low flows in intermittent river basins for hydrological analysis and hydraulic design G. Sarigil et al.
- Climate change effects on river droughts in Bavaria using a hydrological large ensemble B. Poschlod et al.
- Extreme and compound events in lakes R. Woolway et al.
- Management of dam discharge to reduce flood risk E. Herrera et al.
- HydroGRAF: Hybrid discharge reconstruction and basin-aware streamflow forecasting in the Himalayas A. Gul et al.
- Multi scale copula analysis of hot–dry dependence across Australia K. Haddad
- Leptospirosis in Campinas, Brazil: The interplay between drainage, impermeable areas, and social vulnerability T. Azevedo et al.
- Floodplain lakes: Linking hydrology to ecology and conservation F. Xue et al.
- Spatio-Temporal Artificial Intelligence for Multi-Hazard-Aware Renewable Energy Site Selection Using Integrated Geospatial and Climate Data K. Moloi et al.
- Temporally compounding droughts at the global scale: Distribution, propagation, and projection X. Zhao et al.
- A data-driven and expert flood knowledge model based on the development of the Huber loss function for flood forecasting H. Malik et al.
- A systematic review of methods for identifying drought-flood abrupt alternation: advances and future directions L. Zhao et al.
- Extreme precipitation in the Yangtze River Basin: Analysis of lagged and asymmetric teleconnections Z. Li et al.
- A Meteorological Drought Migration Model for Assessing the Spatiotemporal Paths of Drought in the Choushui River Alluvial Fan, Taiwan H. Yeh et al.
- Compound and consecutive drought-flood events at a global scale A. Matanó et al.
- Mixture copula parameter estimation with metaheuristic algorithms, comparative study under hydrological context E. Gontara & F. Chebana
- Regional Copula Modeling of Rainfall Duration and Intensity: Derivation and Validation of IDF Curves in the Kastoria Basin E. Leivadiotis et al.
- Three-dimensional identification of drought events and copula-based multivariate meteorological drought risk probability assessment in the Huai River Basin, China J. Shao et al.
- Research on flood peak prediction in the three gorges region based on similarity search with multisource information fusion X. Wang et al.
- Impacts of global climate change on floods in Pakistan with current trends challenges and future perspectives W. Khoso et al.
- Spatial-temporal monitoring of compound droughts over global land areas Z. Hao et al.
- Comparative analysis of CMIP5 and CMIP6 in conjunction with the hydrological processes of reservoir catchment, Chhattisgarh, India S. Verma et al.
- Statistical behavior of temporally compounding multi-peak flood events G. Cazzaniga et al.
- Assessing the spatial correlation of potential compound flooding in the United States H. Li et al.
- How well do hydrological models simulate streamflow extremes and drought-to-flood transitions? E. Muñoz-Castro et al.
- Compound dry and hot extremes: A review and future research pathways for India R. Guntu & A. Agarwal
- Drought–Flood Abrupt Alternation in the Heilongjiang River Basin Under Climate Change: Spatiotemporal Patterns, Drivers, and Projections F. Huang et al.
- Nitrogen enrichment exacerbates drought impacts on desert shrub steppe plant community W. She et al.
- Trade-offs between wetland resistance and recovery and thresholds in their responses to climate extremes J. Liu et al.
Saved (final revised paper)
Latest update: 11 May 2026
Short summary
I discuss different types of multivariate hydrological extremes and their dependencies, including regional extremes affecting multiple locations, such as spatially connected flood events; consecutive extremes occurring in close temporal succession, such as successive droughts; extremes characterized by multiple characteristics, such as floods with jointly high peak discharge and flood volume; and transitions between different types of extremes, such as drought-to-flood transitions.
I discuss different types of multivariate hydrological extremes and their dependencies,...