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HESS | Articles | Volume 23, issue 1
Hydrol. Earth Syst. Sci., 23, 107-124, 2019
https://doi.org/10.5194/hess-23-107-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
Hydrol. Earth Syst. Sci., 23, 107-124, 2019
https://doi.org/10.5194/hess-23-107-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.

Research article 08 Jan 2019

Research article | 08 Jan 2019

Modeling the spatial dependence of floods using the Fisher copula

Manuela I. Brunner et al.
Related subject area  
Subject: Catchment hydrology | Techniques and Approaches: Modelling approaches
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Cited articles  
Aas, K., Czado, C., Frigessi, A., and Bakken, H.: Pair-copula constructions of multiple dependence, Insur. Math. Econ., 44, 182–198, https://doi.org/10.1016/j.insmatheco.2007.02.001, 2009. a
Asadi, P., Davison, A. C., and Engelke, S.: Extremes on river networks, Ann. Appl. Stat., 9, 2023–2050, https://doi.org/10.1214/15-AOAS863, 2015. a, b, c, d
Bárdossy, A.: Copula-based geostatistical models for groundwater quality parameters, Water Resour. Res., 42, 1–12, https://doi.org/10.1029/2005WR004754, 2006. a
Bárdossy, A.: Calibration of hydrological model parameters for ungauged catchments, Hydrol. Earth Syst. Sci., 11, 703–710, https://doi.org/10.5194/hess-11-703-2007, 2007. a
Bárdossy, A. and Li, J.: Geostatistical interpolation using copulas, Water Resour. Res., 44, 1–15, https://doi.org/10.1029/2007WR006115, 2008. a, b, c, d
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Floods often affect a whole region and not only a single location. When estimating the rarity of regional events, the dependence of floods at different locations should be taken into account. We propose a simple model that considers the dependence of flood events at different locations and the network structure of the river system. We test this model on a medium-sized catchment in Switzerland. The model allows for the simulations of flood event sets at multiple gauged and ungauged locations.
Floods often affect a whole region and not only a single location. When estimating the rarity of...
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