Statistics of extremes in hydrology

No abstract is available for this paper.

• Publication year

  2002

• Venue

  Advances in Water Resources

• Publication date

  2002-08-01

• Fields of study

  Mathematics, Environmental Science

• Identifiers
  DOI 10.1016/S0309-1708(02)00056-8
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Observed climate variability and change

  2002cited by this paper
• Local models for exploratory analysis of hydrological extremes

  2002cited by this paper
• Statistical Analysis of Extreme Values

  2002cited by this paper
• Stochastic modeling of flood peaks using the generalized extreme value distribution

  2002cited by this paper
• Techniques for estimating uncertainty in climate change scenarios and impact studies

  2002influential reference
• Projections of future climate change

  2002cited by this paper
• Stochastic Modeling of Hurricane Damage

  2002cited by this paper
• An Introduction to Statistical Modeling of Extreme Values

  2001influential reference
• 1/f noise and extreme value statistics.

  2001cited by this paper
• Climate change 2001 : the scientific basis

  2001cited by this paper
• Chain-dependent Markov correlation pulse model for daily streamflow generation

  2001cited by this paper
• Scaling Properties of Flood Peaks

  2001cited by this paper
• Floods in a changing climate: Does the past represent the future?

  2001cited by this paper
• Evapotranspiration intensifies over the conterminous United States

  2001cited by this paper
• Climate change impacts on runoff in Sweden assessments by global climate models, dynamical downscaling and hydrological modelling

  2001cited by this paper
• Population index flood method for regional frequency analysis

  2001cited by this paper
• Bayesian hazard analysis of heavy precipitation in eastern Spain

  2001cited by this paper
• Heavy Precipitation and High Streamflow in the Contiguous United States: Trends in the Twentieth Century.

  2001cited by this paper
• Precipitation and Damaging Floods: Trends in the United States, 1932-97

  2000influential reference
• Changes in the Extremes in an Ensemble of Transient Climate Simulations with a Coupled Atmosphere–Ocean GCM

  2000cited by this paper
• The Gumbel logistic model for representing a multivariate storm event

  2000cited by this paper
• Global Characteristics of Stream Flow Seasonality and Variability

  2000influential reference
• Modelling extreme rainfalls using a modified random pulse Bartlett–Lewis stochastic rainfall model (with uncertainty)

  2000cited by this paper
• Nonparametric Analysis of Temporal Trend When Fitting Parametric Models to Extreme­Value Data

  2000cited by this paper
• Five centuries of interannual sediment yield and rainfall‐induced erosion in the Canadian High Arctic recorded in lacustrine varves

  2000cited by this paper
• Generalized maximum‐likelihood generalized extreme‐value quantile estimators for hydrologic data

  2000influential reference
• A Comparison of Methods for Estimating the Extremal Index

  2000cited by this paper
• Trends in Canadian streamflow

  2000cited by this paper
• Local likelihood smoothing of sample extremes

  2000cited by this paper
• Trends In Rainfall Extremes

  1999influential reference
• Conceptual Framework for Changes of Extremes of the Hydrological Cycle with Climate Change

  1999cited by this paper
• Likelihood-Based Inference for Extreme Value Models

  1999cited by this paper
• Bivariate extreme value distributions: an application of the Gibbs Sampler to the analysis of floods

  1999cited by this paper
• A Nonlinear Dynamical Perspective on Climate Prediction

  1999cited by this paper
• Multiple Regimes in Northern Hemisphere Height Fields via MixtureModel Clustering*

  1999cited by this paper
• Spatial Regression Models for Extremes

  1999cited by this paper
• Streamflow trends in the United States

  1999cited by this paper
• Dependence Measures for Extreme Value Analyses

  1999cited by this paper
• Extreme value theory for precipitation: sensitivity analysis for climate change

  1999influential reference
• Mesoscale and Radar Observations of the Fort Collins Flash Flood of 28 July 1997

  1999cited by this paper
• A geomorphology-based semi-distributed watershed model

  1999cited by this paper
• Atmospheric Moisture Residence Times and Cycling: Implications for Rainfall Rates and Climate Change

  1998cited by this paper
• Changes in the Extremes of the Climate Simulated by CCC GCM2 under CO2 Doubling

  1998cited by this paper
• Statistical downscaling of general circulation model output: A comparison of methods

  1998cited by this paper
• Bootstrap Methods and Their Application

  1998cited by this paper
• Hydrologic cycle explains the evaporation paradox

  1998influential reference
• Modeling river flows with heavy tails

  1998influential reference
• Sea and Wind: Multivariate Extremes at Work

  1998cited by this paper
• Secular Trends of Precipitation Amount, Frequency, and Intensity in the United States

  1998cited by this paper
• A study of national trend and variation in UK floods

  1998cited by this paper
• Comparison of annual maximum series and partial duration series methods for modeling extreme hydrologic events: 2. Regional modeling

  1997cited by this paper
• Regional Frequency Analysis: An Approach Based on L-Moments

  1997cited by this paper
• Generalized least squares and empirical bayes estimation in regional partial duration series index‐flood modeling

  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
• Modelling extremes of the areal rainfall process.

  1996cited by this paper
• A Bayesian Analysis of Extreme Rainfall Data

  1996cited by this paper
• Trends in high-frequency climate variability in the twentieth century

  1995cited by this paper
• Stochastic Modeling of Precipitation with Applications to Climate Model Downscaling

  1995cited by this paper
• Generalizations of Chain-Dependent Processes: Application to Hourly Precipitation

  1995cited by this paper
• Point process approach to modeling trends in tropospheric ozone based on exceedances of a high threshold

  1995cited by this paper
• Multiscaling theory of flood peaks: Regional quantile analysis

  1994cited by this paper
• The Southern Oscillation index as a predictor of the probability of low streamflows in New Zealand

  1994cited by this paper
• Effects of an index of atmospheric circulation on stochastic properties of precipitation

  1993cited by this paper
• Downscaling of global climate change estimates to regional scales: an application to Iberian rainfal

  1993cited by this paper
• U.S. streamflow patterns in relation to the El Niño/Southern Oscillation

  1993cited by this paper
• Representation of basin scale in flood peak distributions

  1992cited by this paper
• Regional flood frequency analysis in arid and semi-arid areas

  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
• Extreme rainfall estimation by combining data from several sites

  1991cited by this paper
• Modelling Extreme Multivariate Events

  1991cited by this paper
• Geophysical Interplays. (Book Reviews: El Nino, La Nina, and the Southern Oscillation.)

  1990cited by this paper
• Estimation of the annual maximum distribution from samples of maxima in separate seasons

  1990cited by this paper
• Models for exceedances over high thresholds

  1990cited by this paper
• L‐Moments: Analysis and Estimation of Distributions Using Linear Combinations of Order Statistics

  1990cited by this paper
• Rates and patterns of estuarine sediment accumulation

  1989cited by this paper
• Extreme Value Analysis of Environmental Time Series: An Application to Trend Detection in Ground-Level Ozone

  1989influential reference
• Statistics of extremes in climatology

  1989cited by this paper
• Flood frequency analysis with regional and historical information

  1989cited by this paper
• Regional flood frequency analysis using extreme order statistics of the annual peak record

  1989influential reference
• The effect of intersite dependence on regional flood frequency analysis

  1988cited by this paper
• A point process model for rainfall: further developments

  1988cited by this paper
• Estimating the upper tail of flood frequency distributions

  1987influential reference
• Effect of regional heterogeneity on flood frequency estimation

  1987cited by this paper
• An appraisal of the regional flood frequency procedure in the UK Flood Studies Report

  1985cited by this paper
• Maximum‐Likelihood Estimation of the Parameters of the Generalized Extreme‐Value Distribution

  1985cited by this paper
• Estimation of the generalized extreme-value distribution by the method of probability-weighted moments

  1985influential reference
• Extremes and related properties of random sequences and processes

  1984cited by this paper
• Estimating a regional flood frequency distribution

  1983cited by this paper
• Seasonal patterns in extreme 1‐hour rainfalls

  1982cited by this paper
• Maximum likelihood estimation of the parameters of the generalized extreme-value distribution

  1980cited by this paper
• Probability weighted moments compared with some traditional techniques in estimating Gumbel Parameters and quantiles

  1979cited by this paper
• Two extreme value processes arising in hydrology

  1976cited by this paper
• A Stochastic Model for Flood Analysis

  1970influential reference
• Mathematical Model for Flood Risk Evaluation

  1964cited by this paper
• Evolution of methods for evaluating the occurrence of floods

  1962cited by this paper
• The Return Period of Flood Flows

  1941cited by this paper

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