Probability and Statistics in Hydrology

Probability and Statistics in Hydrology PDF

Author: Vujica M. Yevjevich

Publisher: Water Resources Publications, LLC

Published: 1972

Total Pages: 322

ISBN-13:

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Characteristics of hidrologic phenomena; Random variables and their distributions; Various probability topics applied to hydrology; Statistics and hydrology; Empirical distributions of hydrologic variables; Parameters and order-statistics as descriptors of distributions; Probability distribution functions in hydrology; Estimation methods; Sampling Theory; Testing hypotheses and goodness of fit; Correlation and regression; Multivariate analysis.

Fundamentals of Statistical Hydrology

Fundamentals of Statistical Hydrology PDF

Author: Mauro Naghettini

Publisher: Springer

Published: 2016-10-26

Total Pages: 660

ISBN-13: 3319435612

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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

Statistical Methods in Hydrology and Hydroclimatology PDF

Author: Rajib Maity

Publisher: Springer Nature

Published: 2022-01-25

Total Pages: 448

ISBN-13: 9811655170

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This second edition 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, sample scripts based on MATLAB, Python and R for some examples are also provided to assist the readers to handle real life data. Besides serving as a textbook for graduate courses on stochastic modeling in hydrology and related disciplines, the book offers a valuable resource for researchers and professionals involved in the field of hydrology and climatology.

Statistical Methods in Water Resources

Statistical Methods in Water Resources PDF

Author: D.R. Helsel

Publisher: Elsevier

Published: 1993-03-03

Total Pages: 546

ISBN-13: 9780080875088

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Data on water quality and other environmental issues are being collected at an ever-increasing rate. In the past, however, the techniques used by scientists to interpret this data have not progressed as quickly. This is a book of modern statistical methods for analysis of practical problems in water quality and water resources. The last fifteen years have seen major advances in the fields of exploratory data analysis (EDA) and robust statistical methods. The 'real-life' characteristics of environmental data tend to drive analysis towards the use of these methods. These advances are presented in a practical and relevant format. Alternate methods are compared, highlighting the strengths and weaknesses of each as applied to environmental data. Techniques for trend analysis and dealing with water below the detection limit are topics covered, which are of great interest to consultants in water-quality and hydrology, scientists in state, provincial and federal water resources, and geological survey agencies. The practising water resources scientist will find the worked examples using actual field data from case studies of environmental problems, of real value. Exercises at the end of each chapter enable the mechanics of the methodological process to be fully understood, with data sets included on diskette for easy use. The result is a book that is both up-to-date and immediately relevant to ongoing work in the environmental and water sciences.

Safety of Dams

Safety of Dams PDF

Author: National Research Council

Publisher: National Academies Press

Published: 1985-02-01

Total Pages: 295

ISBN-13: 0309035325

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From earth tectonics and meteorology to risk, responsibility, and the role of government, this comprehensive and detailed book reviews current practices in designing dams to withstand extreme hydrologic and seismic events. Recommendations for action and for further research to improve dam safety evaluations are presented.

Stochastic Methods in Hydrology

Stochastic Methods in Hydrology PDF

Author: Ole E. Barndorff-Nielsen

Publisher: World Scientific

Published: 1998

Total Pages: 234

ISBN-13: 9789810233679

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This book communicates some contemporary mathematical and statistical developments in river basin hydrology as they pertain to space-time rainfall, spatial landform and network structures and their role in understanding averages and fluctuations in the hydrologic water balance of river basins. While many of the mathematical and statistical nations have quite classical mathematical roots, the river basin data structure has led to many variations on the problems and theory.

Statistical Methods in Hydrology

Statistical Methods in Hydrology PDF

Author: Charles Thomas Haan

Publisher: Wiley-Blackwell

Published: 1977

Total Pages: 404

ISBN-13:

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The revised edition of this classic text presents basic statistical principles for students of hydrology. The book incorporates updated techniques and includes increased discussion of applied statistics and new/expanded sections on geostatistics, risk analysis, the use of computer computers in statistical analysis, and the use of statistics in hydrologic and water quality modeling. Copyright © Libri GmbH. All rights reserved.

Predictive Hydrology

Predictive Hydrology PDF

Author: Paul Meylan

Publisher: CRC Press

Published: 2012-03-13

Total Pages: 226

ISBN-13: 1578087473

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The unusual frequency of hydro-meteorological events in recent decades, often with catastrophic consequences for society and the environment, require new methods for designing water management projects and the structures meant to protect us from natural hazards. These methods and techniques are often based on the statistical modeling techniques of frequency analysis. Predictive Hydrology: A Frequency Analysis Approach is the first book to address both the theoretical concepts and the methodological approaches used in frequency hydrology—spelling out the fundamental methods to consider, providing concise instruction on the techniques that are involved, and including examples and critiques based on practical applications. It explores some of the recent research developments in the field. Published originally in French, this English translation targets students in civil engineering, environmental sciences and technology, hydrology, geography, geology and ecology. This book will also serve as a useful reference not only for teachers and researchers, but for engineering practitioners, who are constantly faced with the problems of handling data, but often find themselves without the appropriate analytical tools.