Articles | Volume 14, issue 12
https://doi.org/10.5194/hess-14-2429-2010
© Author(s) 2010. 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-14-2429-2010
© Author(s) 2010. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
A stochastic design rainfall generator based on copulas and mass curves
S. Vandenberghe
Laboratory of Hydrology and Water Management, Ghent University, Coupure links 653, 9000 Ghent, Belgium
N. E. C. Verhoest
Laboratory of Hydrology and Water Management, Ghent University, Coupure links 653, 9000 Ghent, Belgium
E. Buyse
Laboratory of Hydrology and Water Management, Ghent University, Coupure links 653, 9000 Ghent, Belgium
B. De Baets
Department of Applied Mathematics, Biometrics and Process Control, Ghent University, Coupure links 653, 9000 Ghent, Belgium
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- An approach for the determination of precipitation input for worst-case flood modelling G. Felder & R. Weingartner https://doi.org/10.1080/02626667.2016.1151980
- Response of flood events to extreme precipitation: two case studies in Taihu Basin, China F. Jiang et al. https://doi.org/10.2166/ws.2021.001
- Factors Influencing Stormwater Mitigation in Permeable Pavement C. Liu & T. Chui https://doi.org/10.3390/w9120988
- An analysis of intra-event precipitation variability for the United States (1980–2010) D. Brommer et al. https://doi.org/10.1080/02723646.2013.839286
- Event-based rainfall analysis in Sinai, Egypt T. Gado et al. https://doi.org/10.1080/02626667.2024.2329774
- Multivariate return periods in hydrology: a critical and practical review focusing on synthetic design hydrograph estimation B. Gräler et al. https://doi.org/10.5194/hess-17-1281-2013
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- Generation of Sub-Hourly Rainfall Events through a Point Stochastic Rainfall Model G. Brigandì & G. Aronica https://doi.org/10.3390/geosciences9050226
- Intra-Storm Pattern Recognition through Fuzzy Clustering K. Vantas & E. Sidiropoulos https://doi.org/10.3390/hydrology8020057
- Copula-based downscaling of spatial rainfall: a proof of concept M. van den Berg et al. https://doi.org/10.5194/hess-15-1445-2011
- Development and hydrometeorological evaluation of a new stochastic daily rainfall model: Coupling Markov chain with rainfall event model C. Gao et al. https://doi.org/10.1016/j.jhydrol.2020.125337
- Process-based selection of copula types for flood peak-volume relationships in Northwest Austria: a case study S. Kohnová et al. https://doi.org/10.1515/congeo-2016-0015
- Analysis of the Effects of Reservoir Operating Scenarios on Downstream Flood Damage Risk Using an Integrated Monte Carlo Modelling Approach G. Brigandì et al. https://doi.org/10.3390/w15030550
- A new framework for a multi-site stochastic daily rainfall model: Coupling a univariate Markov chain model with a multi-site rainfall event model C. Gao et al. https://doi.org/10.1016/j.jhydrol.2021.126478
- Linking Urban Floods to Citizen Science and Low Impact Development in Poorly Gauged Basins under Climate Changes for Dynamic Resilience Evaluation M. Fava et al. https://doi.org/10.3390/w14091467
- Critical rainfall statistics for predicting watershed flood responses: rethinking the design storm concept J. Knighton & M. Walter https://doi.org/10.1002/hyp.10888
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- Analysis of Hyetographs for Drainage System Modeling K. Wartalska et al. https://doi.org/10.3390/w12010149
- Stochastic generation of daily rainfall events: A single-site rainfall model with Copula-based joint simulation of rainfall characteristics and classification and simulation of rainfall patterns C. Gao et al. https://doi.org/10.1016/j.jhydrol.2018.06.073
- Application of logistic regression to simulate the influence of rainfall genesis on storm overflow operations: a probabilistic approach B. Szeląg et al. https://doi.org/10.5194/hess-24-595-2020
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- Evaluation of trends and multivariate frequency analysis of droughts in three meteorological subdivisions of western India P. Ganguli & M. Reddy https://doi.org/10.1002/joc.3742
- A New Unsupervised Learning Method to Assess Clusters of Temporal Distribution of Rainfall and Their Coherence with Flood Types H. Oppel & S. Fischer https://doi.org/10.1029/2019WR026511
- Extreme Runoff Estimation for Ungauged Watersheds Using a New Multisite Multivariate Stochastic Model MASVC J. Hernández-Bedolla et al. https://doi.org/10.3390/w15162994
- Probabilistic Flood Hazard Mapping Using Bivariate Analysis Based on Copulas A. Candela & G. Aronica https://doi.org/10.1061/AJRUA6.0000883
- A comprehensive bibliometric and metadata analysis review of flash flood and rainfall studies in the Arabian Peninsula A. Alkhawaga & M. Mohamed https://doi.org/10.1016/j.watcyc.2025.10.005
- Sub-daily rainfall events in an arid environment with marked climate variability: Variation among wet and dry years at Fowlers Gap, New South Wales, Australia D. Dunkerley https://doi.org/10.1016/j.jaridenv.2013.04.002
- Hydraulic structures subject to bivariate hydrological loads: Return period, design, and risk assessment E. Volpi & A. Fiori https://doi.org/10.1002/2013WR014214
- The Influence of the Annual Number of Storms on the Derivation of the Flood Frequency Curve through Event-Based Simulation A. Sordo-Ward et al. https://doi.org/10.3390/w8080335
- Towards new design rainfall profiles for the United Kingdom R. Villalobos Herrera et al. https://doi.org/10.1111/jfr3.12958
- Complexity vs. efficiency: Are full-structure Copula models worth the cost in multivariate hydrological simulation? F. Li et al. https://doi.org/10.1016/j.envsoft.2026.107083
- Pluvial flooding in urban areas: the role of surface drainage efficiency A. Palla et al. https://doi.org/10.1111/jfr3.12246
- Stochastic simulation of precipitation-consistent daily reference evapotranspiration using vine copulas M. Pham et al. https://doi.org/10.1007/s00477-015-1181-7
- Characterization of intra-event patterns of heavy rainfall events in China during 2008–2019 by machine learning W. Jiang & Y. Tan https://doi.org/10.1007/s00704-025-05607-8
- Influence of urban catchment characteristics and rainfall origins on the phenomenon of stormwater flooding: Case study B. Szeląg et al. https://doi.org/10.1016/j.envsoft.2022.105335
- Gaussian random field-based downscaling for drought projections: linking CMIP6 SSPs to local hydrology in a subtropical river basin S. He et al. https://doi.org/10.1016/j.jhydrol.2026.135292
- Storm event-based frequency analysis method C. Jun et al. https://doi.org/10.2166/nh.2017.175
- A continuous rainfall model based on vine copulas H. Vernieuwe et al. https://doi.org/10.5194/hess-19-2685-2015
- Flood frequency analysis for an urban watershed: comparison between several statistical methodologies simulating synthetic rainfall events V. Notaro et al. https://doi.org/10.1111/jfr3.12283
- A 60-Minute Design Rainstorm for the Urban Area of Yangpu District, Shanghai, China A. Wang et al. https://doi.org/10.3390/w10030312
46 citations as recorded by crossref.
- Estimation procedures for exchangeable Marshall copulas with hydrological application F. Durante & O. Okhrin https://doi.org/10.1007/s00477-014-0866-7
- Stormwater Reservoir Sizing in Respect of Uncertainty B. Szeląg et al. https://doi.org/10.3390/w11020321
- An approach for the determination of precipitation input for worst-case flood modelling G. Felder & R. Weingartner https://doi.org/10.1080/02626667.2016.1151980
- Response of flood events to extreme precipitation: two case studies in Taihu Basin, China F. Jiang et al. https://doi.org/10.2166/ws.2021.001
- Factors Influencing Stormwater Mitigation in Permeable Pavement C. Liu & T. Chui https://doi.org/10.3390/w9120988
- An analysis of intra-event precipitation variability for the United States (1980–2010) D. Brommer et al. https://doi.org/10.1080/02723646.2013.839286
- Event-based rainfall analysis in Sinai, Egypt T. Gado et al. https://doi.org/10.1080/02626667.2024.2329774
- Multivariate return periods in hydrology: a critical and practical review focusing on synthetic design hydrograph estimation B. Gräler et al. https://doi.org/10.5194/hess-17-1281-2013
- Identification of compound drought and heatwave events on a daily scale and across four seasons B. Shan et al. https://doi.org/10.5194/hess-28-2065-2024
- Estimation of synthetic flood design hydrographs using a distributed rainfall–runoff model coupled with a copula-based single storm rainfall generator A. Candela et al. https://doi.org/10.5194/nhess-14-1819-2014
- A coupled stochastic rainfall–evapotranspiration model for hydrological impact analysis M. Pham et al. https://doi.org/10.5194/hess-22-1263-2018
- Generation of Sub-Hourly Rainfall Events through a Point Stochastic Rainfall Model G. Brigandì & G. Aronica https://doi.org/10.3390/geosciences9050226
- Intra-Storm Pattern Recognition through Fuzzy Clustering K. Vantas & E. Sidiropoulos https://doi.org/10.3390/hydrology8020057
- Copula-based downscaling of spatial rainfall: a proof of concept M. van den Berg et al. https://doi.org/10.5194/hess-15-1445-2011
- Development and hydrometeorological evaluation of a new stochastic daily rainfall model: Coupling Markov chain with rainfall event model C. Gao et al. https://doi.org/10.1016/j.jhydrol.2020.125337
- Process-based selection of copula types for flood peak-volume relationships in Northwest Austria: a case study S. Kohnová et al. https://doi.org/10.1515/congeo-2016-0015
- Analysis of the Effects of Reservoir Operating Scenarios on Downstream Flood Damage Risk Using an Integrated Monte Carlo Modelling Approach G. Brigandì et al. https://doi.org/10.3390/w15030550
- A new framework for a multi-site stochastic daily rainfall model: Coupling a univariate Markov chain model with a multi-site rainfall event model C. Gao et al. https://doi.org/10.1016/j.jhydrol.2021.126478
- Linking Urban Floods to Citizen Science and Low Impact Development in Poorly Gauged Basins under Climate Changes for Dynamic Resilience Evaluation M. Fava et al. https://doi.org/10.3390/w14091467
- Critical rainfall statistics for predicting watershed flood responses: rethinking the design storm concept J. Knighton & M. Walter https://doi.org/10.1002/hyp.10888
- Temporal characteristics of rainfall events under three climate types in Slovenia D. Dolšak et al. https://doi.org/10.1016/j.jhydrol.2016.08.047
- Development of Rainfall-Runoff Models for Sustainable Stormwater Management in Urbanized Catchments B. Szeląg et al. https://doi.org/10.3390/w14131997
- Analysis of Hyetographs for Drainage System Modeling K. Wartalska et al. https://doi.org/10.3390/w12010149
- Stochastic generation of daily rainfall events: A single-site rainfall model with Copula-based joint simulation of rainfall characteristics and classification and simulation of rainfall patterns C. Gao et al. https://doi.org/10.1016/j.jhydrol.2018.06.073
- Application of logistic regression to simulate the influence of rainfall genesis on storm overflow operations: a probabilistic approach B. Szeląg et al. https://doi.org/10.5194/hess-24-595-2020
- From global circulation to local flood loss: Coupling models across the scales G. Felder et al. https://doi.org/10.1016/j.scitotenv.2018.04.170
- Determination of minimum inter‐event time for storm characterisation in Johor, Malaysia N. Nojumuddin et al. https://doi.org/10.1111/jfr3.12242
- Evaluation of trends and multivariate frequency analysis of droughts in three meteorological subdivisions of western India P. Ganguli & M. Reddy https://doi.org/10.1002/joc.3742
- A New Unsupervised Learning Method to Assess Clusters of Temporal Distribution of Rainfall and Their Coherence with Flood Types H. Oppel & S. Fischer https://doi.org/10.1029/2019WR026511
- Extreme Runoff Estimation for Ungauged Watersheds Using a New Multisite Multivariate Stochastic Model MASVC J. Hernández-Bedolla et al. https://doi.org/10.3390/w15162994
- Probabilistic Flood Hazard Mapping Using Bivariate Analysis Based on Copulas A. Candela & G. Aronica https://doi.org/10.1061/AJRUA6.0000883
- A comprehensive bibliometric and metadata analysis review of flash flood and rainfall studies in the Arabian Peninsula A. Alkhawaga & M. Mohamed https://doi.org/10.1016/j.watcyc.2025.10.005
- Sub-daily rainfall events in an arid environment with marked climate variability: Variation among wet and dry years at Fowlers Gap, New South Wales, Australia D. Dunkerley https://doi.org/10.1016/j.jaridenv.2013.04.002
- Hydraulic structures subject to bivariate hydrological loads: Return period, design, and risk assessment E. Volpi & A. Fiori https://doi.org/10.1002/2013WR014214
- The Influence of the Annual Number of Storms on the Derivation of the Flood Frequency Curve through Event-Based Simulation A. Sordo-Ward et al. https://doi.org/10.3390/w8080335
- Towards new design rainfall profiles for the United Kingdom R. Villalobos Herrera et al. https://doi.org/10.1111/jfr3.12958
- Complexity vs. efficiency: Are full-structure Copula models worth the cost in multivariate hydrological simulation? F. Li et al. https://doi.org/10.1016/j.envsoft.2026.107083
- Pluvial flooding in urban areas: the role of surface drainage efficiency A. Palla et al. https://doi.org/10.1111/jfr3.12246
- Stochastic simulation of precipitation-consistent daily reference evapotranspiration using vine copulas M. Pham et al. https://doi.org/10.1007/s00477-015-1181-7
- Characterization of intra-event patterns of heavy rainfall events in China during 2008–2019 by machine learning W. Jiang & Y. Tan https://doi.org/10.1007/s00704-025-05607-8
- Influence of urban catchment characteristics and rainfall origins on the phenomenon of stormwater flooding: Case study B. Szeląg et al. https://doi.org/10.1016/j.envsoft.2022.105335
- Gaussian random field-based downscaling for drought projections: linking CMIP6 SSPs to local hydrology in a subtropical river basin S. He et al. https://doi.org/10.1016/j.jhydrol.2026.135292
- Storm event-based frequency analysis method C. Jun et al. https://doi.org/10.2166/nh.2017.175
- A continuous rainfall model based on vine copulas H. Vernieuwe et al. https://doi.org/10.5194/hess-19-2685-2015
- Flood frequency analysis for an urban watershed: comparison between several statistical methodologies simulating synthetic rainfall events V. Notaro et al. https://doi.org/10.1111/jfr3.12283
- A 60-Minute Design Rainstorm for the Urban Area of Yangpu District, Shanghai, China A. Wang et al. https://doi.org/10.3390/w10030312
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