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An update on multivariate return periods in hydrology

Benedikt Gräler, Andrea Petroselli, Salvatore Grimaldi, Bernard De Baets UGent and Niko Verhoest UGent (2016) Proceedings of the International Association of Hydrological Sciences (IAHS). 373. p.175-178
abstract
Many hydrological studies are devoted to the identification of events that are expected to occur on average within a certain time span. While this topic is well established in the univariate case, recent advances focus on a multivariate characterization of events based on copulas. Following a previous study, we show how the definition of the survival Kendall return period fits into the set of multivariate return periods. Moreover, we preliminary investigate the ability of the multivariate return period definitions to select maximal events from a time series. Starting from a rich simulated data set, we show how similar the selection of events from a data set is. It can be deduced from the study and theoretically underpinned that the strength of correlation in the sample influences the differences between the selection of maximal events.
Please use this url to cite or link to this publication:
author
organization
year
type
conference (proceedingsPaper)
publication status
published
subject
keyword
DESIGN-HYDROGRAPH ESTIMATION
in
Proceedings of the International Association of Hydrological Sciences (IAHS)
editor
AH Schumann, G Bloschl, A Castellarin, J Dietrich, S Grimaldi, U Haberlandt, A Montanari, D Rosbjerg, A Viglione and S Vorogushyn
volume
373
issue title
Spatial dimensions of water management : redistribution of benefits and risks
pages
175 - 178
publisher
Copernicus
place of publication
Gottingen, Germany
conference name
7th International Water Resources Management conference of ICWRS
conference location
Bochum, Germany
conference start
2016-05-18
conference end
2016-05-20
Web of Science type
Proceedings Paper
Web of Science id
000391006000029
ISSN
2199-899X
DOI
10.5194/piahs-373-175-2016
language
English
UGent publication?
yes
classification
P1
copyright statement
I have retained and own the full copyright for this publication
id
8553276
handle
http://hdl.handle.net/1854/LU-8553276
date created
2018-03-05 15:04:53
date last changed
2018-05-17 15:02:32
@inproceedings{8553276,
  abstract     = {Many hydrological studies are devoted to the identification of events that are expected to occur on average within a certain time span. While this topic is well established in the univariate case, recent advances focus on a multivariate characterization of events based on copulas. Following a previous study, we show how the definition of the survival Kendall return period fits into the set of multivariate return periods. 
Moreover, we preliminary investigate the ability of the multivariate return period definitions to select maximal events from a time series. Starting from a rich simulated data set, we show how similar the selection of events from a data set is. It can be deduced from the study and theoretically underpinned that the strength of correlation in the sample influences the differences between the selection of maximal events.},
  author       = {Gr{\"a}ler, Benedikt and Petroselli, Andrea and Grimaldi, Salvatore and De Baets, Bernard and Verhoest, Niko},
  booktitle    = {Proceedings of the International Association of Hydrological Sciences (IAHS)},
  editor       = {Schumann, AH and Bloschl, G and Castellarin, A and Dietrich, J and Grimaldi, S and Haberlandt, U and Montanari, A and Rosbjerg, D and Viglione, A and Vorogushyn, S},
  issn         = {2199-899X},
  keyword      = {DESIGN-HYDROGRAPH ESTIMATION},
  language     = {eng},
  location     = {Bochum, Germany},
  pages        = {175--178 },
  publisher    = {Copernicus},
  title        = {An update on multivariate return periods in hydrology},
  url          = {http://dx.doi.org/10.5194/piahs-373-175-2016},
  volume       = {373},
  year         = {2016},
}

Chicago
Gräler, Benedikt, Andrea Petroselli, Salvatore Grimaldi, Bernard De Baets, and Niko Verhoest. 2016. “An Update on Multivariate Return Periods in Hydrology.” In Proceedings of the International Association of Hydrological Sciences (IAHS), ed. AH Schumann, G Bloschl, A Castellarin, J Dietrich, S Grimaldi, U Haberlandt, A Montanari, D Rosbjerg, A Viglione, and S Vorogushyn, 373:175–178 Gottingen, Germany: Copernicus.
APA
Gräler, B., Petroselli, A., Grimaldi, S., De Baets, B., & Verhoest, N. (2016). An update on multivariate return periods in hydrology. In AH Schumann, G. Bloschl, A. Castellarin, J. Dietrich, S. Grimaldi, U. Haberlandt, A. Montanari, et al. (Eds.), Proceedings of the International Association of Hydrological Sciences (IAHS) (Vol. 373, pp. 175–178 ). Presented at the 7th International Water Resources Management conference of ICWRS, Gottingen, Germany: Copernicus.
Vancouver
1.
Gräler B, Petroselli A, Grimaldi S, De Baets B, Verhoest N. An update on multivariate return periods in hydrology. In: Schumann A, Bloschl G, Castellarin A, Dietrich J, Grimaldi S, Haberlandt U, et al., editors. Proceedings of the International Association of Hydrological Sciences (IAHS). Gottingen, Germany: Copernicus; 2016. p. 175–8 .
MLA
Gräler, Benedikt, Andrea Petroselli, Salvatore Grimaldi, et al. “An Update on Multivariate Return Periods in Hydrology.” Proceedings of the International Association of Hydrological Sciences (IAHS). Ed. AH Schumann et al. Vol. 373. Gottingen, Germany: Copernicus, 2016. 175–178 . Print.