Hydrologic Time Series Analysis

Hydrologic Time Series Analysis
Title Hydrologic Time Series Analysis PDF eBook
Author Deepesh Machiwal
Publisher Springer Science & Business Media
Pages 316
Release 2012-03-05
Genre Science
ISBN 9400718616

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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.

Hydrologic Time Series Analysis

Hydrologic Time Series Analysis
Title Hydrologic Time Series Analysis PDF eBook
Author Deepesh Machiwal
Publisher Springer
Pages 280
Release 2011-12-23
Genre Science
ISBN 9789400718609

Download Hydrologic Time Series Analysis Book in PDF, Epub and Kindle

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.

Applied Modeling of Hydrologic Time Series

Applied Modeling of Hydrologic Time Series
Title Applied Modeling of Hydrologic Time Series PDF eBook
Author Jose D. Salas
Publisher Water Resources Publication
Pages 502
Release 1980
Genre Science
ISBN 9780918334374

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Stochastic Water Resources Technology

Stochastic Water Resources Technology
Title Stochastic Water Resources Technology PDF eBook
Author N. T Kottegoda
Publisher Springer
Pages 384
Release 1980-06-18
Genre Mathematics
ISBN 1349034673

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Advances In Data-based Approaches For Hydrologic Modeling And Forecasting

Advances In Data-based Approaches For Hydrologic Modeling And Forecasting
Title Advances In Data-based Approaches For Hydrologic Modeling And Forecasting PDF eBook
Author Bellie Sivakumar
Publisher World Scientific
Pages 542
Release 2010-08-10
Genre Science
ISBN 9814464759

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This book comprehensively accounts the advances in data-based approaches for hydrologic modeling and forecasting. Eight major and most popular approaches are selected, with a chapter for each — stochastic methods, parameter estimation techniques, scaling and fractal methods, remote sensing, artificial neural networks, evolutionary computing, wavelets, and nonlinear dynamics and chaos methods. These approaches are chosen to address a wide range of hydrologic system characteristics, processes, and the associated problems. Each of these eight approaches includes a comprehensive review of the fundamental concepts, their applications in hydrology, and a discussion on potential future directions.

Hydrological Data Driven Modelling

Hydrological Data Driven Modelling
Title Hydrological Data Driven Modelling PDF eBook
Author Renji Remesan
Publisher Springer
Pages 261
Release 2014-11-03
Genre Science
ISBN 3319092359

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This book explores a new realm in data-based modeling with applications to hydrology. Pursuing a case study approach, it presents a rigorous evaluation of state-of-the-art input selection methods on the basis of detailed and comprehensive experimentation and comparative studies that employ emerging hybrid techniques for modeling and analysis. Advanced computing offers a range of new options for hydrologic modeling with the help of mathematical and data-based approaches like wavelets, neural networks, fuzzy logic, and support vector machines. Recently machine learning/artificial intelligence techniques have come to be used for time series modeling. However, though initial studies have shown this approach to be effective, there are still concerns about their accuracy and ability to make predictions on a selected input space.

Statistical Analysis of Hydrologic Variables

Statistical Analysis of Hydrologic Variables
Title Statistical Analysis of Hydrologic Variables PDF eBook
Author Ramesh S. V. Teegavarapu
Publisher
Pages 1022
Release 2019
Genre Groundwater flow
ISBN 9780784415177

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This book provides a compilation of statistical analysis methods used to analyze and assess critical variables in the hydrological cycle.