4.7 Article

Flexible and consistent Flood-Duration-Frequency modeling: A Bayesian approach

Related references

Note: Only part of the references are listed.
Article Environmental Sciences

Practical strategies for generalized extreme value-based regression models for extremes

Daniela Castro-Camilo et al.

Summary: The generalized extreme value (GEV) distribution is widely used to approximate the distribution of maxima over blocks. However, the realistic properties of GEV distribution are often ignored. In this study, we propose a blended GEV (bGEV) distribution, a principled method called property-preserving penalized complexity (P3C) prior, and a reparametrization approach to improve the GEV distribution. Through simulation study and application to NO2 pollution levels in California, we demonstrate that the bGEV distribution performs slightly better than the GEV distribution in certain situations.

ENVIRONMETRICS (2022)

Article Environmental Sciences

Depth-Duration-Frequency Relationship Model of Extreme Precipitation in Flood Risk Assessment in the Upper Vistula Basin

Iwona Markiewicz

Summary: The study of summer maximum precipitation data series in the Upper Vistula Basin showed no trend of increased flood risk due to intensified extreme precipitation. A new approach was proposed to determine the depth-duration-frequency relationship, which can improve the accuracy for individual stations compared to the commonly used method.

WATER (2021)

Article Geosciences, Multidisciplinary

Flexible and consistent quantile estimation for intensity-duration-frequency curves

Felix S. Fauer et al.

Summary: Assessing the relationship between intensity, duration, and frequency of extreme precipitation is crucial for water management system design. By using a duration-dependent formulation of the GEV distribution, a flexible model is developed to describe IDF relations over a wide range of durations.

HYDROLOGY AND EARTH SYSTEM SCIENCES (2021)

Article Geosciences, Multidisciplinary

Modeling seasonal variations of extreme rainfall on different timescales in Germany

Jana Ulrich et al.

Summary: The study reveals that the intensity of precipitation in summer months in Germany decreases more rapidly with duration, and there are significant differences between different months. Comparing the annual IDF curves obtained from monthly modeling with conventional methods shows that incorporating smooth variations throughout the year leads to a considerable reduction in uncertainties. In addition, deviations from the assumption of scale invariance were observed in some stations, resulting in a flattening of the IDF curves for longer durations.

HYDROLOGY AND EARTH SYSTEM SCIENCES (2021)

Article Environmental Sciences

Intensity-duration-frequency curves at the global scale

Laurent G. Courty et al.

ENVIRONMENTAL RESEARCH LETTERS (2019)

Article Geosciences, Multidisciplinary

seNorge_2018, daily precipitation, and temperature datasets over Norway

Cristian Lussana et al.

EARTH SYSTEM SCIENCE DATA (2019)

Article Geosciences, Multidisciplinary

A stochastic event-based approach for flood estimation in catchments with mixed rainfall and snowmelt flood regimes

Valeriya Filipova et al.

NATURAL HAZARDS AND EARTH SYSTEM SCIENCES (2019)

Article Water Resources

Evaluation of design flood estimates - a case study for Norway

Florian Kobierska et al.

HYDROLOGY RESEARCH (2018)

Article Water Resources

Evaluation of design flood estimates - a case study for Norway

Florian Kobierska et al.

HYDROLOGY RESEARCH (2018)

Article Water Resources

A multiscaling-based intensity-duration-frequency model for extreme precipitation

Hans Van de Vyver

HYDROLOGICAL PROCESSES (2018)

Article Statistics & Probability

A seasonal mixed-POT model to estimate high flood quantiles from different event types and seasons

Svenja Fischer

JOURNAL OF APPLIED STATISTICS (2018)

Article Environmental Sciences

Global projections of river flood risk in a warmer world

Lorenzo Alfieri et al.

EARTHS FUTURE (2017)

Article Water Resources

Empirical statistical characterization and regionalization of amplitude-duration-frequency curves for extreme peak flows in the Lake Victoria Basin, East Africa

Charles Onyutha et al.

HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES (2015)

Article Mathematics, Interdisciplinary Applications

Using Proper Divergence Functions to Evaluate Climate Models

Thordis L. Thorarinsdottir et al.

SIAM-ASA JOURNAL ON UNCERTAINTY QUANTIFICATION (2013)

Article Geosciences, Multidisciplinary

Multivariate return periods in hydrology: a critical and practical review focusing on synthetic design hydrograph estimation

B. Graeler et al.

HYDROLOGY AND EARTH SYSTEM SCIENCES (2013)

Article Engineering, Environmental

Bayesian estimation of intensity-duration-frequency curves and of the return period associated to a given rainfall event

David Huard et al.

STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT (2010)

Article Engineering, Civil

Regional flood-duration-frequency modeling in the changing environment

JM Cunderlik et al.

JOURNAL OF HYDROLOGY (2006)

Article Engineering, Civil

Estimating instantaneous peak flow from mean daily flow data

HD Fill et al.

JOURNAL OF HYDROLOGIC ENGINEERING (2003)

Article Engineering, Civil

Flow-duration-frequency behaviour of British rivers based on annual minima data

MD Zaidman et al.

JOURNAL OF HYDROLOGY (2003)

Article Engineering, Civil

Development of regional flood-duration-frequency curves based on the index-flood method

P Javelle et al.

JOURNAL OF HYDROLOGY (2002)

Article Environmental Sciences

Generalized maximum-likelihood generalized extreme-value quantile estimators for hydrologic data

ES Martins et al.

WATER RESOURCES RESEARCH (2000)