Articles | Volume 15, issue 6
https://doi.org/10.5194/hess-15-1959-2011
© Author(s) 2011. 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-15-1959-2011
© Author(s) 2011. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
24 Jun 2011
Research article |
| 24 Jun 2011
Modelling the statistical dependence of rainfall event variables through copula functions
M. Balistrocchi
Hydraulic Engineering Research Group, Department of Civil Engineering Architecture Land and Environment DICATA, University of Brescia, 25123 Brescia, Italy
B. Bacchi
Hydraulic Engineering Research Group, Department of Civil Engineering Architecture Land and Environment DICATA, University of Brescia, 25123 Brescia, Italy
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Cited
45 citations as recorded by crossref.
- Characterization of Precipitation through Copulas and Expert Judgement for Risk Assessment of Infrastructure O. Morales-Nápoles et al. 10.1061/AJRUA6.0000914
- 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. 10.1016/j.jhydrol.2018.06.073
- Joint occurrence probability analysis of typhoon-induced storm surges and rainstorms using trivariate Archimedean copulas X. Yang & J. Qian 10.1016/j.oceaneng.2018.11.039
- Probabilistic Approach to Tank Design in Rainwater Harvesting Systems M. Di Chiano et al. 10.3390/hydrology10030059
- Critical rainfall statistics for predicting watershed flood responses: rethinking the design storm concept J. Knighton & M. Walter 10.1002/hyp.10888
- Dealing with uncertainty in the probability of overtopping of a flood mitigation dam E. Michailidi & B. Bacchi 10.5194/hess-21-2497-2017
- Short time step continuous rainfall modeling and simulation of extreme events A. Callau Poduje & U. Haberlandt 10.1016/j.jhydrol.2017.06.036
- Multidimensional Approaches to Calculation of Design Floods at Confluences—PROIL Model and Copulas A. Ilić et al. 10.1007/s10666-021-09748-8
- Predicting the impact of climate change on urban drainage systems in northwestern Italy by a copula-based approach M. Balistrocchi & G. Grossi 10.1016/j.ejrh.2020.100670
- Understanding the relationship between rainfall and flood probabilities through combined intensity-duration-frequency analysis K. Breinl et al. 10.1016/j.jhydrol.2021.126759
- Flood frequency estimation using a joint probability approach within a Monte Carlo framework C. Svensson et al. 10.1080/02626667.2012.746780
- Trivariate Frequency Analyses of Peak Discharge, Hydrograph Volume and Suspended Sediment Concentration Data Using Copulas N. Bezak et al. 10.1007/s11269-014-0606-2
- Joint modelling of flood peaks and volumes: A copula application for the Danube River G. Papaioannou et al. 10.1515/johh-2016-0049
- A Multivariate Frequency Analysis Framework to Estimate the Return Period of Hurricane Events Using Event‐Based Copula E. Cho et al. 10.1029/2023WR034786
- Derivation and evaluation of landslide-triggering thresholds by a Monte Carlo approach D. Peres & A. Cancelliere 10.5194/hess-18-4913-2014
- Estimating return period of landslide triggering by Monte Carlo simulation D. Peres & A. Cancelliere 10.1016/j.jhydrol.2016.03.036
- Comparing trivariate models for coastal winds and waves accounting for monthly seasonality H. Jiang et al. 10.1016/j.apor.2021.102959
- Derivation of flood frequency curves through a bivariate rainfall distribution based on copula functions: application to an urban catchment in northern Italy's climate M. Balistrocchi & B. Bacchi 10.2166/nh.2017.109
- Joint impact of rainfall and tidal level on flood risk in a coastal city with a complex river network: a case study of Fuzhou City, China J. Lian et al. 10.5194/hess-17-679-2013
- Analysis of the residual nutrient load from a combined sewer system in a watershed of a deep Italian lake L. Barone et al. 10.1016/j.jhydrol.2019.01.031
- Archimedean copula-based bivariate flood-frequency analysis on Sukkur, Pakistan S. Naz et al. 10.1007/s12517-020-5223-1
- Geospatial and hydrological modeling to assess hydropower potential zones and site location over rainfall dependent Inland catchment M. Goyal et al. 10.1007/s11269-015-0975-1
- Application of Machine Learning Models to Predict Maximum Event Water Fractions in Streamflow A. Sahraei et al. 10.3389/frwa.2021.652100
- Joint Probability Analysis of Extreme Precipitation and Storm Tide in a Coastal City under Changing Environment K. Xu et al. 10.1371/journal.pone.0109341
- Bivariate flood frequency analysis using the copula function: a case study of the Litija station on the Sava River M. Sraj et al. 10.1002/hyp.10145
- Storm event-based frequency analysis method C. Jun et al. 10.2166/nh.2017.175
- Estimating the natural disaster ınter-event time defition (NIETD) to define compound natural disasters in South Korea K. Kim et al. 10.1007/s11069-024-06549-6
- Analyzing the Impact of Impervious Area Disconnection on Urban Runoff Control Using an Analytical Probabilistic Model J. Wang et al. 10.1007/s11269-019-02211-0
- Probabilistic Analysis of Extreme Discharges and Precipitations with a Nonparametric Copula Model Y. Liu et al. 10.3390/w10070823
- A probabilistic approach to stormwater runoff control through permeable pavements beneath urban trees A. Raimondi et al. 10.1016/j.scitotenv.2023.167196
- Deriving a practical analytical-probabilistic method to size flood routing reservoirs M. Balistrocchi et al. 10.1016/j.advwatres.2013.09.018
- Analytical Equation for Estimating the Stormwater Capture Efficiency of Permeable Pavement Systems S. Zhang & Y. Guo 10.1061/(ASCE)IR.1943-4774.0000810
- Study on the joint probability distribution of irrigation water volume and irrigation water efficiency Y. Zhao et al. 10.2166/ws.2015.034
- A Wasserstein distance-based technique for the evaluation of GNSS error characterization J. Chen et al. 10.1007/s10291-024-01636-4
- Constructing multivariate distribution of rainfall characteristics: A Bayesian vine algorithm A. Sharma et al. 10.1016/j.jhydrol.2024.131392
- Extreme rainfall analysis by a stochastic model: impact of the copula choice on the sub-daily rainfall generation P. Cantet & P. Arnaud 10.1007/s00477-014-0852-0
- Coupling infrastructure resilience and flood risk assessment via copulas analyses for a coastal green-grey-blue drainage system under extreme weather events J. Joyce et al. 10.1016/j.envsoft.2017.11.008
- Application of Copula Functions for Rainfall Interception Modelling N. Bezak et al. 10.3390/w10080995
- Analysis of rainfall events over Peninsular Malaysia R. Chin et al. 10.1002/wea.2723
- Self-organising maps for rain event classification in Mumbai City, India A. Parchure & S. Gedam 10.1080/09715010.2019.1581099
- Multivariate drought characteristics using trivariate Gaussian and Student t copulas M. Ma et al. 10.1002/hyp.8432
- Spatial variability and interdependence of rain event characteristics in the Czech Republic M. Hanel & P. Máca 10.1002/hyp.9845
- Relationship between minimum inter‐event time and the number of rainfall events in Peninsular Malaysia R. Chin et al. 10.1002/wea.2766
- Comparison of Annual Maximum and Partial Duration Series for Derivation of Rainfall Intensity-Duration-Frequency Relationships in Peninsular Malaysia K. Chang et al. 10.1061/(ASCE)HE.1943-5584.0001262
- Statistical Analysis Towards Improvement of Design Rainfall: Case Study of Peninsular Malaysia R. Chin et al. 10.1007/s40996-017-0087-7
38 citations as recorded by crossref.
- Characterization of Precipitation through Copulas and Expert Judgement for Risk Assessment of Infrastructure O. Morales-Nápoles et al. 10.1061/AJRUA6.0000914
- 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. 10.1016/j.jhydrol.2018.06.073
- Joint occurrence probability analysis of typhoon-induced storm surges and rainstorms using trivariate Archimedean copulas X. Yang & J. Qian 10.1016/j.oceaneng.2018.11.039
- Probabilistic Approach to Tank Design in Rainwater Harvesting Systems M. Di Chiano et al. 10.3390/hydrology10030059
- Critical rainfall statistics for predicting watershed flood responses: rethinking the design storm concept J. Knighton & M. Walter 10.1002/hyp.10888
- Dealing with uncertainty in the probability of overtopping of a flood mitigation dam E. Michailidi & B. Bacchi 10.5194/hess-21-2497-2017
- Short time step continuous rainfall modeling and simulation of extreme events A. Callau Poduje & U. Haberlandt 10.1016/j.jhydrol.2017.06.036
- Multidimensional Approaches to Calculation of Design Floods at Confluences—PROIL Model and Copulas A. Ilić et al. 10.1007/s10666-021-09748-8
- Predicting the impact of climate change on urban drainage systems in northwestern Italy by a copula-based approach M. Balistrocchi & G. Grossi 10.1016/j.ejrh.2020.100670
- Understanding the relationship between rainfall and flood probabilities through combined intensity-duration-frequency analysis K. Breinl et al. 10.1016/j.jhydrol.2021.126759
- Flood frequency estimation using a joint probability approach within a Monte Carlo framework C. Svensson et al. 10.1080/02626667.2012.746780
- Trivariate Frequency Analyses of Peak Discharge, Hydrograph Volume and Suspended Sediment Concentration Data Using Copulas N. Bezak et al. 10.1007/s11269-014-0606-2
- Joint modelling of flood peaks and volumes: A copula application for the Danube River G. Papaioannou et al. 10.1515/johh-2016-0049
- A Multivariate Frequency Analysis Framework to Estimate the Return Period of Hurricane Events Using Event‐Based Copula E. Cho et al. 10.1029/2023WR034786
- Derivation and evaluation of landslide-triggering thresholds by a Monte Carlo approach D. Peres & A. Cancelliere 10.5194/hess-18-4913-2014
- Estimating return period of landslide triggering by Monte Carlo simulation D. Peres & A. Cancelliere 10.1016/j.jhydrol.2016.03.036
- Comparing trivariate models for coastal winds and waves accounting for monthly seasonality H. Jiang et al. 10.1016/j.apor.2021.102959
- Derivation of flood frequency curves through a bivariate rainfall distribution based on copula functions: application to an urban catchment in northern Italy's climate M. Balistrocchi & B. Bacchi 10.2166/nh.2017.109
- Joint impact of rainfall and tidal level on flood risk in a coastal city with a complex river network: a case study of Fuzhou City, China J. Lian et al. 10.5194/hess-17-679-2013
- Analysis of the residual nutrient load from a combined sewer system in a watershed of a deep Italian lake L. Barone et al. 10.1016/j.jhydrol.2019.01.031
- Archimedean copula-based bivariate flood-frequency analysis on Sukkur, Pakistan S. Naz et al. 10.1007/s12517-020-5223-1
- Geospatial and hydrological modeling to assess hydropower potential zones and site location over rainfall dependent Inland catchment M. Goyal et al. 10.1007/s11269-015-0975-1
- Application of Machine Learning Models to Predict Maximum Event Water Fractions in Streamflow A. Sahraei et al. 10.3389/frwa.2021.652100
- Joint Probability Analysis of Extreme Precipitation and Storm Tide in a Coastal City under Changing Environment K. Xu et al. 10.1371/journal.pone.0109341
- Bivariate flood frequency analysis using the copula function: a case study of the Litija station on the Sava River M. Sraj et al. 10.1002/hyp.10145
- Storm event-based frequency analysis method C. Jun et al. 10.2166/nh.2017.175
- Estimating the natural disaster ınter-event time defition (NIETD) to define compound natural disasters in South Korea K. Kim et al. 10.1007/s11069-024-06549-6
- Analyzing the Impact of Impervious Area Disconnection on Urban Runoff Control Using an Analytical Probabilistic Model J. Wang et al. 10.1007/s11269-019-02211-0
- Probabilistic Analysis of Extreme Discharges and Precipitations with a Nonparametric Copula Model Y. Liu et al. 10.3390/w10070823
- A probabilistic approach to stormwater runoff control through permeable pavements beneath urban trees A. Raimondi et al. 10.1016/j.scitotenv.2023.167196
- Deriving a practical analytical-probabilistic method to size flood routing reservoirs M. Balistrocchi et al. 10.1016/j.advwatres.2013.09.018
- Analytical Equation for Estimating the Stormwater Capture Efficiency of Permeable Pavement Systems S. Zhang & Y. Guo 10.1061/(ASCE)IR.1943-4774.0000810
- Study on the joint probability distribution of irrigation water volume and irrigation water efficiency Y. Zhao et al. 10.2166/ws.2015.034
- A Wasserstein distance-based technique for the evaluation of GNSS error characterization J. Chen et al. 10.1007/s10291-024-01636-4
- Constructing multivariate distribution of rainfall characteristics: A Bayesian vine algorithm A. Sharma et al. 10.1016/j.jhydrol.2024.131392
- Extreme rainfall analysis by a stochastic model: impact of the copula choice on the sub-daily rainfall generation P. Cantet & P. Arnaud 10.1007/s00477-014-0852-0
- Coupling infrastructure resilience and flood risk assessment via copulas analyses for a coastal green-grey-blue drainage system under extreme weather events J. Joyce et al. 10.1016/j.envsoft.2017.11.008
- Application of Copula Functions for Rainfall Interception Modelling N. Bezak et al. 10.3390/w10080995
7 citations as recorded by crossref.
- Analysis of rainfall events over Peninsular Malaysia R. Chin et al. 10.1002/wea.2723
- Self-organising maps for rain event classification in Mumbai City, India A. Parchure & S. Gedam 10.1080/09715010.2019.1581099
- Multivariate drought characteristics using trivariate Gaussian and Student t copulas M. Ma et al. 10.1002/hyp.8432
- Spatial variability and interdependence of rain event characteristics in the Czech Republic M. Hanel & P. Máca 10.1002/hyp.9845
- Relationship between minimum inter‐event time and the number of rainfall events in Peninsular Malaysia R. Chin et al. 10.1002/wea.2766
- Comparison of Annual Maximum and Partial Duration Series for Derivation of Rainfall Intensity-Duration-Frequency Relationships in Peninsular Malaysia K. Chang et al. 10.1061/(ASCE)HE.1943-5584.0001262
- Statistical Analysis Towards Improvement of Design Rainfall: Case Study of Peninsular Malaysia R. Chin et al. 10.1007/s40996-017-0087-7
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