bokomslag Fundamentals of Statistical Hydrology
Vetenskap & teknik

Fundamentals of Statistical Hydrology

Mauro Naghettini

Inbunden

2369:-

Funktionen begränsas av dina webbläsarinställningar (t.ex. privat läge).

Uppskattad leveranstid 7-11 arbetsdagar

Fri frakt för medlemmar vid köp för minst 249:-

Andra format:

  • 660 sidor
  • 2016
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.
  • Författare: Mauro Naghettini
  • Illustratör: Bibliographie 56 schwarz-weiße und 99 farbige Abbildungen
  • Format: Inbunden
  • ISBN: 9783319435602
  • Språk: Portugisiska
  • Antal sidor: 660
  • Utgivningsdatum: 2016-11-04
  • Förlag: Springer International Publishing AG