1. Detection and attribution of urbanization effect on flood extremes using nonstationary flood‐frequency models
- Author
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Prosdocimi, Ilaria, Kjeldsen, T. R., and Miller, J. D.
- 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 - 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., 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
- Published
- 2015
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