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Fundamentals of Statistical Hydrology

2016-10-26 Science
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Release : 2016-10-26
Genre : Science
Kind : eBook
Book Rating : 612/5 ( reviews)

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Book Synopsis Fundamentals of Statistical Hydrology by : Mauro Naghettini

Download or read book Fundamentals of Statistical Hydrology written by Mauro Naghettini. This book was released on 2016-10-26. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Statistical Methods in Hydrology and Hydroclimatology

2018-04-30 Science
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Release : 2018-04-30
Genre : Science
Kind : eBook
Book Rating : 792/5 ( reviews)

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Book Synopsis Statistical Methods in Hydrology and Hydroclimatology by : Rajib Maity

Download or read book Statistical Methods in Hydrology and Hydroclimatology written by Rajib Maity. This book was released on 2018-04-30. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the application of statistical methods in the field of hydrology and hydroclimatology. Among the latest theories being used in these fields, the book introduces the theory of copulas and its applications in this context. The purpose is to develop an understanding and illustrate the usefulness of the statistical techniques with detailed theory and numerous worked out examples. Apart from this, MATLAB-based codes and solutions of some worked out examples are also provided to assist the readers to handle real life data. This book presents a comprehensive knowledge of statistical techniques combining the basics of probability and the current advances in stochastic hydrology. Besides serving as a textbook for graduate courses on stochastic modeling in hydrology and related disciplines, the book offers valuable resources for researchers and professionals involved in the field of hydrology and climatology.

Statistical Methods in Hydrology

2002-09-09 Technology & Engineering
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Release : 2002-09-09
Genre : Technology & Engineering
Kind : eBook
Book Rating : 039/5 ( reviews)

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Book Synopsis Statistical Methods in Hydrology by : Charles T Haan

Download or read book Statistical Methods in Hydrology written by Charles T Haan. This book was released on 2002-09-09. Available in PDF, EPUB and Kindle. Book excerpt: This classic text and reference has been totally revised, redesigned, and comprehensively updated for the new millennium and beyond—bound in a new, revamped hardcover version. Inside, the reader will find improved coverage of time series analysis by the addition of a treatment of IRIMA models, improved coverage of regression with the addition of consideration of multicollinarity and correlated errors, increased material on Bayesian statistics, and a major section on the use of statistics in hydrologic and water quality modeling; which includes sensitivity analysis, Monte Carlo simulation, First Order Analysis, uncertainty analysis, parameter estimation for models, and calibration and verification of models. A greater emphasis, in this new edition, has been on the use of computers in statistical analysis without the dependence on any one particular software vendor. The reader of this new edition will also notice improved coverage on plotting and graphical analysis and some added coverage of nonparametric terms applicable in hydrology. Exercises follow nearly every chapter for increased retention and learning.

Statistical Methods in Hydrology

1967 Hydrology
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Release : 1967
Genre : Hydrology
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Statistical Methods in Hydrology by : National Research Council of Canada, Subcommittee on Hydrology

Download or read book Statistical Methods in Hydrology written by National Research Council of Canada, Subcommittee on Hydrology. This book was released on 1967. Available in PDF, EPUB and Kindle. Book excerpt:

Stochastic and Statistical Methods in Hydrology and Environmental Engineering

2013-04-17 Science
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Release : 2013-04-17
Genre : Science
Kind : eBook
Book Rating : 830/5 ( reviews)

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Book Synopsis Stochastic and Statistical Methods in Hydrology and Environmental Engineering by : Keith W. Hipel

Download or read book Stochastic and Statistical Methods in Hydrology and Environmental Engineering written by Keith W. Hipel. This book was released on 2013-04-17. Available in PDF, EPUB and Kindle. Book excerpt: International experts from around the globe present a rich variety of intriguing developments in time series analysis in hydrology and environmental engineering. Climatic change is of great concern to everyone and significant contributions to this challenging research topic are put forward by internationally renowned authors. A range of interesting applications in hydrological forecasting are given for case studies in reservoir operation in North America, Asia and South America. Additionally, progress in entropy research is described and entropy concepts are applied to various water resource systems problems. Neural networks are employed for forecasting runoff and water demand. Moreover, graphical, nonparametric and parametric trend analyses methods are compared and applied to water quality time series. Other topics covered in this landmark volume include spatial analyses, spectral analyses and different methods for stream-flow modelling. Audience The book constitutes an invaluable resource for researchers, teachers, students and practitioners who wish to be at the forefront of time series analysis in the environmental sciences.

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