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Comparison of Flood Frequency Analysis Methods for Ungauged Catchments in France
- Source :
- Geosciences, Geosciences, MDPI, 2017, 7 (3), 24 p. ⟨10.3390/geosciences7030088⟩, Geosciences, Vol 7, Iss 3, p 88 (2017)
- Publication Year :
- 2017
- Publisher :
- HAL CCSD, 2017.
-
Abstract
- International audience; The objective of flood frequency analysis (FFA) is to associate flood intensity with a probability of exceedance. Many methods are currently employed for this, ranging from statistical distribution fitting to simulation approaches. In many cases the site of interest is actually ungauged, and a regionalisation scheme has to be associated with the FFA method, leading to a multiplication of the number of possible methods available. This paper presents the results of a wide-range comparison of FFA methods from statistical and simulation families associated with different regionalisation schemes based on regression, or spatial or physical proximity. The methods are applied to a set of 1535 French catchments, and a k-fold cross-validation procedure is used to consider the ungauged configuration. The results suggest that FFA from the statistical family largely relies on the regionalisation step, whereas the simulation-based method is more stable regarding regionalisation. This conclusion emphasises the difficulty of the regionalisation process. The results are also contrasted depending on the type of climate: the Mediterranean catchments tend to aggravate the differences between the methods.
- Subjects :
- ungauged catchments
lcsh:QE1-996.5
rainfall simulation
simulation
RELATION PLUIE DEBIT
rainfall-runoff
BASSIN NON JAUGE
lcsh:Geology
REGIONALISATION
comparison
REGIME DE CRUE
regionalization
[SDE]Environmental Sciences
high water
ungaged catchment
rainfall-runoff relationship
CRUE
SIMULATION DE PLUIE
flood frequency analysis
Subjects
Details
- Language :
- English
- ISSN :
- 20763263
- Database :
- OpenAIRE
- Journal :
- Geosciences, Geosciences, MDPI, 2017, 7 (3), 24 p. ⟨10.3390/geosciences7030088⟩, Geosciences, Vol 7, Iss 3, p 88 (2017)
- Accession number :
- edsair.dedup.wf.001..e56a0a37fd7a96fe1ed6ab8c5efef9ee
- Full Text :
- https://doi.org/10.3390/geosciences7030088⟩