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Detection and attribution of urbanization effect on flood extremes using nonstationary flood‐frequency models
- Source :
- Water Resources Research, Prosdocimi, I, Kjeldsen, T R & Miller, J D 2015, ' Detection and attribution of urbanization effect on flood extremes using nonstationary flood-frequency models ', Water Resources Research, vol. 51, no. 6, pp. 4244-4262 . https://doi.org/10.1002/2015WR017065
- Publication Year :
- 2015
- Publisher :
- John Wiley and Sons Inc., 2015.
-
Abstract
- This study investigates whether long‐term changes in observed series of high flows can be attributed to changes in land use via nonstationary flood‐frequency analyses. A point process characterization of threshold exceedances is used, which allows for direct inclusion of covariates in the model; as well as a nonstationary model for block maxima series. In particular, changes in annual, winter, and summer block maxima and peaks over threshold extracted from gauged instantaneous flows records in two hydrologically similar catchments located in proximity to one another in northern England are investigated. The study catchment is characterized by large increases in urbanization levels in recent decades, while the paired control catchment has remained undeveloped during the study period (1970–2010). To avoid the potential confounding effect of natural variability, a covariate which summarizes key climatological properties is included in the flood‐frequency model. A significant effect of the increasing urbanization levels on high flows is detected, in particular in the summer season. Point process models appear to be superior to block maxima models in their ability to detect the effect of the increase in urbanization levels on high flows.<br />Key Points: Urbanization is found to have an impact on high flows in a urbanized catchmentThe use of point processes is advocated for trend detection and attributionThe use of process‐related covariates gives a better representation of change
- Subjects :
- urban cover
flood-frequency analysis
Urbanization
Non-stationarity
change attribution
Stochastic Hydrology
nonstationarity
Settore ICAR/02 - Costruzioni Idrauliche e Marittime e Idrologia
Floods
Human Impact
flood‐frequency analysis
Extreme Events
Hydrological
Human Impacts
Hydrology
Settore SECS-S/01 - Statistica
Natural Hazards
Research Articles
flood frequency estimation
Research Article
Subjects
Details
- Language :
- English
- ISSN :
- 19447973 and 00431397
- Volume :
- 51
- Issue :
- 6
- Database :
- OpenAIRE
- Journal :
- Water Resources Research
- Accession number :
- edsair.pmid.dedup....84dc2672d6befb9c8cafbfce370ec3d5
- Full Text :
- https://doi.org/10.1002/2015WR017065