Frequency analysis of a sequence of dependent and/or non-stationary hydro-meteorological observations: a review

M. N. Khaliq,T. Ouarda,Jean-Cléophas Ondo,P. Gachon,B. Bobée

Published 2006 in Journal of Hydrology

ABSTRACT

No abstract is available for this paper.

PUBLICATION RECORD

Publication year
2006
Venue
Journal of Hydrology
Publication date
2006-10-15
Fields of study
Computer Science, Engineering, Environmental Science
Identifiers
DOI 10.1016/J.JHYDROL.2006.03.004
External record
Open on Semantic Scholar
Source metadata
Semantic Scholar

CITATION MAP

EXTRACTION MAP

CLAIMS

No claims are published for this paper.

CONCEPTS

No concepts are published for this paper.

REFERENCES

Statistical Analysis of Extreme Values
2008cited by this paper
Regional flood-duration frequency modeling in the changing environment
2006cited by this paper
Frequency analysis of nonidentically distributed hydrologic flood data
2005cited by this paper
Statistical Modeling of Extreme Rainfall in Southwest Western Australia
2005cited by this paper
Minimum energy as the general form of critical flow and maximum flow efficiency and for explaining variations in river channel pattern
2004cited by this paper
Detecting Shifts in Hurricane Rates Using a Markov Chain Monte Carlo Approach
2004cited by this paper
Monte Carlo experiments on the detection of trends in extreme values
2004cited by this paper
Comment on “Applicability of prewhitening to eliminate the influence of serial correlation on the Mann‐Kendall test” by Sheng Yue and Chun Yuan Wang
2004cited by this paper
Use of Systematic, Palaeoflood and Historical Data for the Improvement of Flood Risk Estimation. Review of Scientific Methods
2004cited by this paper
Flood quantiles in a changing climate: Seasonal forecasts and causal relations
2003cited by this paper
Spring flood analysis using the flood‐duration–frequency approach: application to the provinces of Quebec and Ontario, Canada
2003cited by this paper
Mean-value second-order uncertainty analysis method: application to water quality modelling
2003cited by this paper
Quantile regression: applications and current research areas
2003cited by this paper
Influence of constitutive model parameters on the predicted migration of DNAPL in heterogeneous porous media
2003cited by this paper
Non-stationary pooled flood frequency analysis
2003cited by this paper
Statistics of extremes in hydrology
2002cited by this paper
Local models for exploratory analysis of hydrological extremes
2002cited by this paper
Stochastic Modeling of Hurricane Damage
2002cited by this paper
Comparison of non-stationary time series in the frequency domain
2002cited by this paper
Autoregressive Noise, Deserialization, and Trend Detection and Quantification in Annual River Discharge Time Series
2002cited by this paper
An objective approach to regional wastewater treatment planning
2002cited by this paper
Development of regional flood-duration–frequency curves based on the index-flood method
2002cited by this paper
Detection of hydrologic trends and variability
2002cited by this paper
Extreme daily precipitation in Western Europe with climate change at appropriate spatial scales
2002cited by this paper
Applicability of prewhitening to eliminate the influence of serial correlation on the Mann‐Kendall test
2002cited by this paper
Power of the Mann–Kendall and Spearman's rho tests for detecting monotonic trends in hydrological series
2002cited by this paper
Reinforcing flood–risk estimation
2002cited by this paper
Floods: some probabilistic and statistical approaches
2002cited by this paper
El Niño-induced flooding in the U.S. West: What can we expect?
2002cited by this paper
Non-stationary approach to at-site flood frequency modelling I. Maximum likelihood estimation
2001cited by this paper
Bayesian quantile regression
2001cited by this paper
Bayesian Estimation of change points using the general linear model
2001cited by this paper
ENSO, Pacific Decadal Variability, and U.S. Summertime Precipitation, Drought, and Stream Flow
2001cited by this paper
Wavelets made easy
2001cited by this paper
Non-stationary approach to at-site flood frequency modelling. II. Weighted least squares estimation
2001cited by this paper
An Introduction to Statistical Modeling of Extreme Values
2001cited by this paper
Low flow hydrology: a review
2001cited by this paper
Non-stationary approach to at-site flood frequency modelling. III. Flood analysis of Polish rivers
2001cited by this paper
Floods in a changing climate: Does the past represent the future?
2001cited by this paper
Regional flood frequency estimation with canonical correlation analysis
2001cited by this paper
Power Distribution for Low Streamflows
2001cited by this paper
Climate change 2001 : the scientific basis
2001cited by this paper
The use of historical data in flood frequency estimation
2001cited by this paper
Nonparametric Analysis of Temporal Trend When Fitting Parametric Models to ExtremeValue Data
2000cited by this paper
Global Characteristics of Stream Flow Seasonality and Variability
2000cited by this paper
Using a Bootstrap Method to Choose the Sample Fraction in Tail Index Estimation
2000cited by this paper
Local likelihood smoothing of sample extremes
2000cited by this paper
Generalized maximum‐likelihood generalized extreme‐value quantile estimators for hydrologic data
2000cited by this paper
Magnitude and timing of annual maximum floods: Trends and large‐scale climatic associations for the Blacksmith Fork River, Utah
2000cited by this paper
Extremes and Integrated Risk Management
2000cited by this paper
Trends in Canadian streamflow
2000cited by this paper
Statistical Modeling by Wavelets
1999cited by this paper
DECADAL VARIATIONS IN THE STRENGTH OF ENSO TELECONNECTIONS WITH PRECIPITATION IN THE WESTERN UNITED STATES
1999cited by this paper
ENSO and Hydrologic Extremes in the Western United States
1999cited by this paper
Detection of changes in precipitation and runoff over eastern Canada and U.S. using a Bayesian approach
1999cited by this paper
Synthèse de modèles régionaux d'estimation de crue utilisée en France et au Québec
1999cited by this paper
Towards operational guidelines for over-threshold modeling
1999cited by this paper
Seasonality of streamflow: The Upper Mississippi River
1999cited by this paper
Bootstrap Methods and Their Application
1998cited by this paper
Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research
1998cited by this paper
Interdecadal modulation of ENSO teleconnections
1998cited by this paper
Changes in the Extremes of the Climate Simulated by CCC GCM2 under CO2 Doubling
1998cited by this paper
Smoothing Methods in Statistics
1998cited by this paper
Influence of weak trends on exceedance probability
1998cited by this paper
A Pacific interdecadal climate oscillation with impacts on salmon production
1997cited by this paper
Extreme value statistics and wind storm losses: a case study.
1997cited by this paper
Estimating the Tails of Loss Severity Distributions Using Extreme Value Theory
1997cited by this paper
Multivariate probability density estimation by wavelet methods: Strong consistency and rates for stationary time series
1997cited by this paper
Comparison of annual maximum series and partial duration series methods for modeling extreme hydrologic events: 1. At‐site modeling
1997cited by this paper
Reliability estimation
1996cited by this paper
Physical Processes Involved in the 1988 Drought and 1993 Floods in North America
1996cited by this paper
Interannual Climate Variability and Snowpack in the Western United States
1996cited by this paper
Presentation and review of some methods for regional flood frequency analysis
1996cited by this paper
Drought and Regional Hydrologic Variation in the United States: Associations with the El Niño-Southern Oscillation
1996cited by this paper
The Scientific Basis
1995cited by this paper
Misuses of Statistical Analysis in Climate Research
1995cited by this paper
An Introduction to the Bootstrap
1995cited by this paper
Computer Models of Watershed Hydrology
1995cited by this paper
Bootstrap-Based Intercomparison of Regional Flood Estimation Procedures
1995cited by this paper
Selection of the k Largest Order Statistics for the Domain of Attraction of the Gumbel Distribution
1995cited by this paper
Probability density estimation from dependent observations using wavelets orthonormal bases
1994cited by this paper
Getting the Most From Your Extreme Wind Data: A Step by Step Guide
1994cited by this paper
Hydro-Climatological Trends in the Continental United States, 1948-88
1994cited by this paper
Large increases in flood magnitude in response to modest changes in climate
1993cited by this paper
Density Estimation in the $L^\infty$ Norm for Dependent Data with Applications to the Gibbs Sampler
1993cited by this paper
U.S. streamflow patterns in relation to the El Niño/Southern Oscillation
1993cited by this paper
The climate of extreme winds at the great belt, Denmark
1992cited by this paper
Effective and efficient global optimization for conceptual rainfall‐runoff models
1992cited by this paper
Surface Climate and Streamflow Variability in the Western United States and Their Relationship to Large‐Scale Circulation Indices
1991cited by this paper
The POT model described by the generalized Pareto distribution with Poisson arrival rate
1991cited by this paper
Kernel and Nearest-Neighbor Estimation of a Conditional Quantile
1990cited by this paper
Models for exceedances over high thresholds
1990cited by this paper
Kernel density estimation under dependence
1990cited by this paper
Statistical distributions for flood frequency analysis
1989cited by this paper
Extreme Value Analysis of Environmental Time Series: An Application to Trend Detection in Ground-Level Ozone
1989cited by this paper
An extreme-value theory model for dependent observations
1988cited by this paper
Annual low flows generated by mixed processes
1987cited by this paper
Parameter and quantile estimation for the generalized pareto distribution
1987cited by this paper
Density Estimation for Statistics and Data Analysis
1987cited by this paper
Computing regression quantiles
1987cited by this paper

CITED BY

Anthropogenic transition in flood regimes: insights from a millennium of the Yangtze River records
2026cites this paper
Introduction of the neural framework for stationary and nonstationary probability distribution modelling of hydroclimatological extremes in Canada, and performance comparison with classical models
2026cites this paper
Comparative Performance of the Halphen-A and Pearson Type III Distributions in Modeling Annual Maximum Discharges in Romania
2026cites this paper
Frequency Innovative Polygon Trend Analysis (F-IPTA) method proposal and applications
2026cites this paper
Modelling the extreme joint hazard risks of compound wind gusts and precipitation during the summer and winter periods for major cities in Canada
2026cites this paper
Introducing an explainable neural network framework for nonstationary flood frequency analysis
2026cites this paper
Recent Spatiotemporal Changes of Subhourly Extreme Rainfall Events in Seoul
2025cites this paper
Deciphering the Variations in the Generalized Extreme Value Distribution Parameters in the Non-stationary Flood Frequency Analysis
2025cites this paper
Gravity center trend analysis (GCTA) as a new method for determining the trends of hydro-meteorological data
2025cites this paper
Effects of land use/cover change on propagation dynamics from meteorological to soil moisture drought considering nonstationarity
2025cites this paper
Integrating regionalisation, uncertainty, and nonstationarity in modelling extreme rainfall events in India.
2025cites this paper
Flood Frequency Analysis and Trend Detection in the Brisbane River Basin, Australia
2025cites this paper
Machine learning-based regional flood frequency framework for climate resilient infrastructure
2025cites this paper
Climate change will lead to different over-threshold flood risks patterns of the riverside cities in the Yangtze River Basin
2025cites this paper
Compound hydrological and thermal extremes: A nonstationary risk modeling approach for riverine ecosystems.
2025cites this paper
Non-stationarity of annual minimum streamflows in Victoria, Australia
2025cites this paper
Copula-based joint distribution modelling of precipitation, temperature and humidity events in the assessments of agricultural risks, with a case study in Morocco
2025cites this paper
Long-term sediment decline in the Mekong River along Thailand's border under hydropower development.
2025cites this paper
Robust Local Likelihood Estimation for Non-stationary Flood Frequency Analysis
2024cites this paper
Urbanization Further Intensifies Short‐Duration Rainfall Extremes in a Warmer Climate
2024cites this paper
Climate-resilience of dams and levees in Canada: a review
2024cites this paper
A practice-oriented framework for stationary and nonstationary flood frequency analysis
2024cites this paper
A novel framework for wind energy assessment at multi-time scale based on non-stationary wind speed models: A case study in China
2024cites this paper
Modelling multidecadal variability in flood frequency using the Two-Component Extreme Value distribution
2024cites this paper
Climate-informed clustering based nonstationary regional extreme flood events spatio-temporal evolution using hierarchical Bayesian modeling
2024cites this paper
Modelling climate change-induced nonstationarity in rainfall extremes: A comprehensive approach for hydrological analysis
2024cites this paper
Quantifying urban climate response to large-scale forcing modified by local boundary layer effects
2024cites this paper
Non-stationary analysis of future floods using physical covariates and implications for dams across Canada
2024cites this paper
Enhancing flood forecasting accuracy in Data-Scarce regions through advanced modeling approaches
2024cites this paper
Proceso operativo simple para el Análisis de Frecuencias de Crecientes con series de duración parcial
2024cites this paper
Non-stationary low flow frequency analysis under climate change
2024cites this paper
Long‐term evolution and non‐stationary behaviours of daily and subdaily precipitation extremes in China
2024cites this paper
Developing Non-Stationary Frequency Relationships for Greater Pamba River basin, Kerala India incorporating dominant climatic precursors
2024cites this paper
Optimal placement of rain gauge networks in complex terrains for monitoring extreme rainfall events: a review
2024cites this paper
Nonstationary Flood Frequency Analysis in Huaihe River Basin under Changing Environment
2024cites this paper
Spatial and temporal analysis and trends of extreme precipitation over the Mississippi River Basin, USA during 1988–2017
2024cites this paper
Non-stationary models for hydrological extremes in the mountain rivers of the Argentinean Central Andes
2024cites this paper
Dynamic flood frequency analysis for west flowing rivers of Kerala, India
2023cites this paper
Mitigating infectious disease risks through non-stationary flood frequency analysis: a case study in Malaysia based on natural disaster reduction strategy.
2023cites this paper
A novel decomposition-based approach for non-stationary hub-height wind speed modelling
2023cites this paper
A Non-Stationarity Analysis of Annual Maximum Floods: A Case Study of Campaspe River Basin, Australia
2023cites this paper
Assessment of changes in return levels of historical and projected high and low flows of upper Euphrates basin in Turkey using nonstationary models
2023cites this paper
Hydrological characteristics of extreme floods in the Klaserie River, a headwater stream in southern Africa
2023cites this paper
Influences of Using Different Satellite Soil Moisture Products on SM2RAIN for Rainfall Estimation Across the Tibetan Plateau
2023cites this paper
Nonstationary Hydrological Distribution Estimation Using Hierarchical Model with Stochastic Covariates
2023cites this paper
Copula-Based Joint Modelling of Extreme River Temperature and Low Flow Characteristics in the Risk Assessment of Aquatic Life
2023cites this paper
The bivariate region frequency extreme value analysis of significant wave height and mean wave period in the South China Sea
2023cites this paper
Optimal Scheduling of Reservoir Flood Control under Non-Stationary Conditions
2023cites this paper
Nonstationary hydrological frequency analysis in light of model parameters and climate projections uncertainty
2023cites this paper
Compounding joint impact of rainfall, storm surge and river discharge on coastal flood risk: an approach based on 3D fully nested Archimedean copulas
2023cites this paper
Homogeneity and change point detection of hydroclimatic variables: A case study of the Ghba River Subbasin, Ethiopia
2023cites this paper
Assessment of temporal changes in frequency characteristics of annual maximum rainfall of daily duration over Bangladesh
2023cites this paper
Non-monotonic trend analysis using Mann–Kendall with self-quantiles
2023cites this paper
Rainfall Frequency Analysis Using Assessed and Corrected Satellite Precipitation Products in Moroccan Arid Areas. The Case of Tensift Watershed
2022cites this paper
The role of teleconnection in the occurrence probability of extreme precipitation over China based on extreme value theory
2022influential citation
Application of Non-stationary Extreme Value Analysis to Satellite-Observed Sea Surface Temperature Data for Past Decades
2022cites this paper
Improving the interpretation of standardized precipitation index estimates to capture drought characteristics in changing climate conditions
2022cites this paper
Studi Kasus Pembuatan Lengkung Idf Dan Perkiraan Hujan Rencana Di Kota Bekasi Dan Cikarang Berdasarkan Data Non-Stasioner
2022cites this paper
Review: Incorporating Non-Stationarity from Climate Change into Rainfall Frequency and Intensity-Duration-Frequency (IDF) Curves
2022cites this paper
Changing flood dynamics in Norway since the last millennium and to the end of the 21st century
2022cites this paper
Linear, Nonlinear, Parametric and Nonparametric Regression Models for Nonstationary Flood Frequency Analysis
2022cites this paper
Significance testing of rank cross-correlations between autocorrelated time series with short-range dependence
2022cites this paper
Incorporating nonstationarity in regional flood frequency analysis procedures to account for climate change impact
2022cites this paper
Evaluation of nested climate change models in the study of extreme events
2022cites this paper
Nonstationary flood and low flow frequency analysis in the upper reaches of Huaihe River Basin, China, using climatic variables and reservoir index as covariates
2022cites this paper
Importance of non-stationary analysis for assessing extreme sea levels under sea level rise
2022cites this paper
Improvement of Extreme Value Modeling for Extreme Rainfall Using Large-Scale Climate Modes and Considering Model Uncertainty
2022cites this paper
Nonstationary Annual Maximum Flood Frequency Analysis Using a Conceptual Hydrologic Model with Time-Varying Parameters
2022cites this paper
Frequency Analysis of River Runoff Based on GAMLSS Model
2022cites this paper
Study of the Flood Frequency Based on Normal Transformation in Arid Inland Region: A Case Study of Manas River in North-Western China
2022cites this paper
Enhanced profile likelihood method for the nonstationary hydrological frequency analysis
2022cites this paper
A nonstationary bivariate design flood estimation approach coupled with the most likely and expectation combination strategies
2021cites this paper
Simulation experiments comparing nonstationary design-flood adjustments based on observed annual peak flows in the conterminous United States
2021cites this paper
Nonstationary Frequency Analysis of the Weihe River Annual Runoff Series Using De-Nonstationarity Method
2021cites this paper
TL-Moments Approach: Application of non-Stationary GEV Model in Flood Frequency Analysis
2021influential citation
A River Network‐Based Hierarchical Model for Deriving Flood Frequency Distributions and Its Application to the Upper Yangtze Basin
2021cites this paper
Comparison of estimation techniques for generalised extreme value (GEV) distribution parameters: a case study with Tasmanian rainfall
2021cites this paper
Outdoor thermal stress changes in South Korea: Increasing inter-annual variability induced by different trends of heat and cold stresses.
2021cites this paper
Statistical characteristics of extreme daily precipitation during 1501 BCE–1849 CE in the Community Earth System Model
2021cites this paper
Design flood estimation with varying record lengths in Norway under stationarity and nonstationarity scenarios
2021cites this paper
Evaluating Runoff-Sediment Relationship Variations Using Generalized Additive Models That Incorporate Reservoir Indices for Check Dams
2021cites this paper
An investigation on the non-stationarity of flood frequency across the UK
2021cites this paper
Evaluation of different parameter estimation techniques in extreme bushfire modelling for Victoria, Australia
2021cites this paper
The use of historic flood events to reduce uncertainty in future flood frequency predictions: a bootstrap method
2021cites this paper
Ajuste de la distribución no estacionaria GVE11 a través de momentos L
2021cites this paper
Multivariate non-stationary hydrological frequency analysis
2021cites this paper
The Fate of Stationary Tools for Environmental Flow Determination in a Context of Climate Change
2021cites this paper
Nonstationary Analyses of the Maximum and Minimum Streamflow in Tamsui River Basin, Taiwan
2021cites this paper
A Forecast-Skill-Based Dynamic Pre-Storm Level Control for Reservoir Flood-Control Operation
2021cites this paper
Fuzzy Ensemble Clustering Approach to Address Regionalization Uncertainties in Flood Frequency Analysis
2021cites this paper
Selection of Probabilistic Model of Extreme Floods in Benue River Basin, Nigeria
2021cites this paper
Comparative Evaluation of Probability Distribution Models of Flood in Lower Niger Delta Basin: Part 2
2021cites this paper
Joint behaviour of climate extremes across India: Past and future
2021cites this paper
Extreme rain trend analysis in Macta watershed North West Algeria
2021cites this paper
Mixed POT-BM Approach for Modeling Unhealthy Air Pollution Events
2021cites this paper
Assessment of Nonstationarity and Uncertainty in Precipitation Extremes of a River Basin Under Climate Change
2021cites this paper
Calculation Method of Short Duration Rainstorm Intensity Formula Considering Non-Stationarity of Rainfall Series: Impacts on Simulation of Urban Drainage System
2021cites this paper
A comparison of estimators of the conditional mean under non-stationary conditions
2020cites this paper
Extreme Precipitation Changes in Europe from the Last Millennium to the End of the Twenty-First Century
2020cites this paper
Extreme Value Snow Water Equivalent and Snowmelt for Infrastructure Design Over the Contiguous United States
2020cites this paper