Statistics And Stochastic Processes In Hydrology

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Fundamentals Of Statistical Hydrology

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Author : Mauro Naghettini
language : en
Publisher: Springer
Release Date : 2016-10-26

Fundamentals Of Statistical Hydrology written by Mauro Naghettini and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-10-26 with Science categories.

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.

Statistics And Stochastic Processes In Hydrology

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Author : M. J. Hall
language : en
Publisher:
Release Date : 2002

Statistics And Stochastic Processes In Hydrology written by M. J. Hall and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with categories.

Stochastic Processes In Hydrology

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Author : Vujica M. Yevjevich
language : en
Publisher: Water Resources Publications, LLC
Release Date : 1972

Stochastic Processes In Hydrology written by Vujica M. Yevjevich and has been published by Water Resources Publications, LLC this book supported file pdf, txt, epub, kindle and other format this book has been release on 1972 with Science categories.

Stochastic Processes In Hydrology

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Author : Vujica M. Yevjevich
language : en
Publisher: Water Resources Publications, LLC
Release Date : 1972

Stochastic Processes In Hydrology written by Vujica M. Yevjevich and has been published by Water Resources Publications, LLC this book supported file pdf, txt, epub, kindle and other format this book has been release on 1972 with Science categories.

Stochastic Water Resources Technology

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Author : N. T Kottegoda
language : en
Publisher: Springer
Release Date : 1980-06-18

Stochastic Water Resources Technology written by N. T Kottegoda and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 1980-06-18 with Mathematics categories.

Hydrologic Time Series Analysis

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Author : Deepesh Machiwal
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-03-05

Hydrologic Time Series Analysis written by Deepesh Machiwal and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-03-05 with Science categories.

There is a dearth of relevant books dealing with both theory and application of time series analysis techniques, particularly in the field of water resources engineering. Therefore, many hydrologists and hydrogeologists face difficulties in adopting time series analysis as one of the tools for their research. This book fills this gap by providing a proper blend of theoretical and practical aspects of time sereies analysis. It deals with a comprehensive overview of time series characteristics in hydrology/water resources engineering, various tools and techniques for analyzing time series data, theoretical details of 31 available statistical tests along with detailed procedures for applying them to real-world time series data, theory and methodology of stochastic modelling, and current status of time series analysis in hydrological sciences. In adition, it demonstrates the application of most time series tests through a case study as well as presents a comparative performance evaluation of various time series tests, together with four invited case studies from India and abroad. This book will not only serve as a textbook for the students and teachers in water resources engineering but will also serve as the most comprehensive reference to educate researchers/scientists about the theory and practice of time series analysis in hydrological sciences. This book will be very useful to the students, researchers, teachers and professionals involved in water resources, hydrology, ecology, climate change, earth science, and environmental studies.

Random Functions And Hydrology

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Author : Rafael L. Bras
language : en
Publisher: Addison Wesley Publishing Company
Release Date : 1985

Random Functions And Hydrology written by Rafael L. Bras and has been published by Addison Wesley Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 1985 with Science categories.

A Selected Annotated Bibliography On The Analysis Of Water Resource Systems

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Author :
language : en
Publisher:
Release Date : 1969

A Selected Annotated Bibliography On The Analysis Of Water Resource Systems written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1969 with Water resources development categories.

Stochastic Modeling Of Scientific Data

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Author : Peter Guttorp
language : en
Publisher: CRC Press
Release Date : 1995-08-01

Stochastic Modeling Of Scientific Data written by Peter Guttorp and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995-08-01 with Mathematics categories.

Stochastic Modeling of Scientific Data combines stochastic modeling and statistical inference in a variety of standard and less common models, such as point processes, Markov random fields and hidden Markov models in a clear, thoughtful and succinct manner. The distinguishing feature of this work is that, in addition to probability theory, it contains statistical aspects of model fitting and a variety of data sets that are either analyzed in the text or used as exercises. Markov chain Monte Carlo methods are introduced for evaluating likelihoods in complicated models and the forward backward algorithm for analyzing hidden Markov models is presented. The strength of this text lies in the use of informal language that makes the topic more accessible to non-mathematicians. The combinations of hard science topics with stochastic processes and their statistical inference puts it in a new category of probability textbooks. The numerous examples and exercises are drawn from astronomy, geology, genetics, hydrology, neurophysiology and physics.

Selected Water Resources Abstracts

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Author :
language : en
Publisher:
Release Date : 1987

Selected Water Resources Abstracts written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Hydrology categories.