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Fundamentals of Statistical Hydrology

  • Mauro Naghettini

Table of contents

  1. Front Matter
    Pages i-xi
  2. Mauro Naghettini
    Pages 1-20
  3. Mauro Naghettini
    Pages 21-56
  4. Mauro Naghettini
    Pages 57-97
  5. Mauro Naghettini
    Pages 203-250
  6. Mauro Naghettini
    Pages 251-309
  7. Mauro Naghettini, Eber José de Andrade Pinto
    Pages 311-389
  8. Veber Costa
    Pages 391-440
  9. Mauro Naghettini, Eber José de Andrade Pinto
    Pages 441-495
  10. Wilson Fernandes, Artur Tiago Silva
    Pages 497-536
  11. Back Matter
    Pages 579-660

About this book

Introduction

This textbook covers the main applications of statistical methods in hydrology. It is written for upper undergraduate and graduate students but can be used as a helpful guide for hydrologists, geographers, meteorologists and engineers. The book is very useful for teaching, as it covers the main topics of the subject and contains many worked out examples and proposed exercises. Starting from simple notions of the essential graphical examination of hydrological data, the book gives a complete account of the role that probability considerations must play during modelling, diagnosis of model fit, prediction and evaluating the uncertainty in model predictions, including the essence of Bayesian application in hydrology and statistical methods under nonstationarity.

The book also offers a comprehensive and useful discussion on subjective topics, such as the selection of probability distributions suitable for hydrological variables. On a practical level, it explains MS Excel charting and computing capabilities, demonstrates the use of Winbugs free software to solve Monte Carlo Markov Chain (MCMC) simulations, and gives examples of free R code to solve nonstationary models with nonlinear link functions with climate covariates.

Keywords

statistical hydrology textbook Statistical Methods in Hydrology Frequency Analysis of Hydrological Variables Probabilistic Models for Hydrology Stochastic Methods in Hydrology

Editors and affiliations

  • Mauro Naghettini
    • 1
  1. 1.Federal University of Minas GeraisBelo HorizonteBrazil

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