Chaos In Hydrology

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Chaos in Hydrology

Author : Bellie Sivakumar
Publisher : Springer
Page : 394 pages
File Size : 50,8 Mb
Release : 2016-11-16
Category : Science
ISBN : 9789048125524

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Chaos in Hydrology by Bellie Sivakumar Pdf

This authoritative book presents a comprehensive account of the essential roles of nonlinear dynamic and chaos theories in understanding, modeling, and forecasting hydrologic systems. This is done through a systematic presentation of: (1) information on the salient characteristics of hydrologic systems and on the existing theories for their modeling; (2) the fundamentals of nonlinear dynamic and chaos theories, methods for chaos identification and prediction, and associated issues; (3) a review of the applications of chaos theory in hydrology; and (4) the scope and potential directions for the future. This book bridges the divide between the deterministic and the stochastic schools in hydrology, and is well suited as a textbook for hydrology courses.

Nonlinear Dynamics and Chaos with Applications to Hydrodynamics and Hydrological Modelling

Author : Slavco Velickov
Publisher : CRC Press
Page : 336 pages
File Size : 51,8 Mb
Release : 2014-04-21
Category : Science
ISBN : 9781482284003

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Nonlinear Dynamics and Chaos with Applications to Hydrodynamics and Hydrological Modelling by Slavco Velickov Pdf

A hydroinformatics system represents an electronic knowledge encapsulator that models part of the real world and can be used for the simulation and analysis of physical, chemical and biological processes in water systems, in order to achieve a better management of the aquatic environment. Thus, modelling is at the heart of hydroinformatics.&n

Environmental and Hydrological Systems Modelling

Author : A W Jayawardena
Publisher : CRC Press
Page : 540 pages
File Size : 50,7 Mb
Release : 2014-01-21
Category : Technology & Engineering
ISBN : 9780415465328

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Environmental and Hydrological Systems Modelling by A W Jayawardena Pdf

Mathematical modelling has become an indispensable tool for engineers, scientists, planners, decision makers and many other professionals to make predictions of future scenarios as well as real impending events. As the modelling approach and the model to be used are problem specific, no single model or approach can be used to solve all problems, and there are constraints in each situation. Modellers therefore need to have a choice when confronted with constraints such as lack of sufficient data, resources, expertise and time. Environmental and Hydrological Systems Modelling provides the tools needed by presenting different approaches to modelling the water environment over a range of spatial and temporal scales. Their applications are shown with a series of case studies, taken mainly from the Asia-Pacific Region. Coverage includes: Population dynamics Reaction kinetics Water quality systems Longitudinal dispersion Time series analysis and forecasting Artificial neural networks Fractals and chaos Dynamical systems Support vector machines Fuzzy logic systems Genetic algorithms and genetic programming This book will be of great value to advanced students, professionals, academics and researchers working in the water environment.

Advances in Data-based Approaches for Hydrologic Modeling and Forecasting

Author : Bellie Sivakumar,Ronny Berndtsson
Publisher : World Scientific
Page : 542 pages
File Size : 42,8 Mb
Release : 2010
Category : Science
ISBN : 9789814307970

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Advances in Data-based Approaches for Hydrologic Modeling and Forecasting by Bellie Sivakumar,Ronny Berndtsson Pdf

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.

Coastal Hydrology and Processes

Author : American Institute of Hydrology. Meeting
Publisher : Water Resources Publication
Page : 542 pages
File Size : 51,6 Mb
Release : 2006
Category : Science
ISBN : 1887201467

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Coastal Hydrology and Processes by American Institute of Hydrology. Meeting Pdf

Predicting Storm Surges: Chaos, Computational Intelligence, Data Assimilation and Ensembles

Author : Michael Siek
Publisher : CRC Press
Page : 239 pages
File Size : 44,8 Mb
Release : 2011-12-16
Category : Science
ISBN : 9780415621021

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Predicting Storm Surges: Chaos, Computational Intelligence, Data Assimilation and Ensembles by Michael Siek Pdf

Accurate predictions of storm surge are of importance in many coastal areas in the world to avoid and mitigate its destructive impacts. For this purpose the physically-based (process) numerical models are typically utilized. However, in data-rich cases, one may use data-driven methods aiming at reconstructing the internal patterns of the modelled processes and relationships between the observed descriptive variables. This book focuses on data-driven modelling using methods of nonlinear dynamics and chaos theory. First, some fundamentals of physical oceanography, nonlinear dynamics and chaos, computational intelligence and European operational storm surge models are covered. After that a number of improvements in building chaotic models are presented: nonlinear time series analysis, multi-step prediction, phase space dimensionality reduction, techniques dealing with incomplete time series, phase error correction, finding true neighbours, optimization of chaotic model, data assimilation and multi-model ensemble prediction. The major case study is surge prediction in the North Sea, with some tests on a Caribbean Sea case. The modelling results showed that the enhanced predictive chaotic models can serve as an efficient tool for accurate and reliable short and mid-term predictions of storm surges in order to support decision-makers for flood prediction and ship navigation.

Handbook of Research on Hydroinformatics: Technologies, Theories and Applications

Author : Gasmelseid, Tagelsir Mohamed
Publisher : IGI Global
Page : 618 pages
File Size : 52,6 Mb
Release : 2010-07-31
Category : Computers
ISBN : 9781615209088

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Handbook of Research on Hydroinformatics: Technologies, Theories and Applications by Gasmelseid, Tagelsir Mohamed Pdf

"This book provides relevant theoretical frameworks and empirical research findings in the area hydroinformatics to assist professionals to improve their understanding of the development and use of decision support tools to support decision making and integrated water management at different organizational levels and domains"--Provided by publisher.

Advances in Nonlinear Geosciences

Author : Anastasios A. Tsonis
Publisher : Springer
Page : 707 pages
File Size : 55,8 Mb
Release : 2017-10-13
Category : Science
ISBN : 9783319588957

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Advances in Nonlinear Geosciences by Anastasios A. Tsonis Pdf

Advances in Nonlinear Geosciences is a set of contributions from the participants of “30 Years of Nonlinear Dynamics” held July 3-8, 2016 in Rhodes, Greece as part of the Aegean Conferences, as well as from several other experts in the field who could not attend the meeting. The volume brings together up-to-date research from the atmospheric sciences, hydrology, geology, and other areas of geosciences and presents the new advances made in the last 10 years. Topics include chaos synchronization, topological data analysis, new insights on fractals, multifractals and stochasticity, climate dynamics, extreme events, complexity, and causality, among other topics.

Neural Networks for Hydrological Modeling

Author : Robert Abrahart,P.E. Kneale,Linda M. See
Publisher : CRC Press
Page : 324 pages
File Size : 50,9 Mb
Release : 2004-05-15
Category : Science
ISBN : 9781135291006

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Neural Networks for Hydrological Modeling by Robert Abrahart,P.E. Kneale,Linda M. See Pdf

A new approach to the fast-developing world of neural hydrological modelling, this book is essential reading for academics and researchers in the fields of water sciences, civil engineering, hydrology and physical geography. Each chapter has been written by one or more eminent experts working in various fields of hydrological modelling. The b

System Identification, Environmental Modelling, and Control System Design

Author : Liuping Wang,Hugues Garnier
Publisher : Springer Science & Business Media
Page : 653 pages
File Size : 41,5 Mb
Release : 2011-10-20
Category : Technology & Engineering
ISBN : 9780857299741

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System Identification, Environmental Modelling, and Control System Design by Liuping Wang,Hugues Garnier Pdf

This book is dedicated to Prof. Peter Young on his 70th birthday. Professor Young has been a pioneer in systems and control, and over the past 45 years he has influenced many developments in this field. This volume comprises a collection of contributions by leading experts in system identification, time-series analysis, environmetric modelling and control system design – modern research in topics that reflect important areas of interest in Professor Young’s research career. Recent theoretical developments in and relevant applications of these areas are explored treating the various subjects broadly and in depth. The authoritative and up-to-date research presented here will be of interest to academic researcher in control and disciplines related to environmental research, particularly those to with water systems. The tutorial style in which many of the contributions are composed also makes the book suitable as a source of study material for graduate students in those areas.

Fractional Calculus for Hydrology, Soil Science and Geomechanics

Author : Ninghu Su
Publisher : CRC Press
Page : 410 pages
File Size : 45,9 Mb
Release : 2020-11-02
Category : Science
ISBN : 9781351032407

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Fractional Calculus for Hydrology, Soil Science and Geomechanics by Ninghu Su Pdf

This book is an unique integrated treatise, on the concepts of fractional calculus as models with applications in hydrology, soil science and geomechanics. The models are primarily fractional partial differential equations (fPDEs), and in limited cases, fractional differential equations (fDEs). It develops and applies relevant fPDEs and fDEs mainly to water flow and solute transport in porous media and overland, and in some cases, to concurrent flow and energy transfer. It is an integrated resource with theory and applications for those interested in hydrology, hydraulics and fluid mechanics. The self-contained book summaries the fundamentals for porous media and essential mathematics with extensive references supporting the development of the model and applications.

Overland Flow

Author : Anthony J Parsons
Publisher : CRC Press
Page : 437 pages
File Size : 48,8 Mb
Release : 1992-11-26
Category : Science
ISBN : 9780203498668

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Overland Flow by Anthony J Parsons Pdf

Encompassing geomorphology, hydrology and agricultural engineering, this provides an interdisciplinary review of a topic important in both Scientific And Practical Terms - With The Specific Aim Of Promoting interaction between modellers, field workers and laboratory experimentalists.

Environmental Modelling

Author : John Wainwright,Mark Mulligan
Publisher : John Wiley & Sons
Page : 432 pages
File Size : 51,8 Mb
Release : 2005-04-08
Category : Science
ISBN : 9780470091548

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Environmental Modelling by John Wainwright,Mark Mulligan Pdf

Simulation models are increasingly used to investigate processes and solve practical problems in a wide variety of disciplines eg. climatology, ecology, hydrology, geomorphology, engineering. Environmental Modelling: A Practical Approach addresses the development, testing and application of such models, which apply across traditional boundaries, and demonstrate how interactions across these boundaries can be beneficial. Provides a general overview of methods and approaches as well as focusing on key subject areas written by leading practitioners in the field Assesses the advantages and disadvantages of different models used and provides case studies supported with data, output, tutorial exercises and links to the model and/or model applications via the book's website Covers major developments in the field, eg. the use of GIS and remote sensing techniques, and scaling issues As associated website contains colour images, as well as links to www resources

Wavelet Theory and Its Applications

Author : Sudhakar Radhakrishnan
Publisher : BoD – Books on Demand
Page : 270 pages
File Size : 50,6 Mb
Release : 2018-10-03
Category : Computers
ISBN : 9781789234329

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Wavelet Theory and Its Applications by Sudhakar Radhakrishnan Pdf

This book is intended to attract the attention of practitioners and researchers in the academia and industry interested in challenging paradigms of wavelets and its application with an emphasis on the recent technological developments. All the chapters are well demonstrated by various researchers around the world covering the field of mathematics and applied engineering. This book highlights the current research in the usage of wavelets in different areas such as biomedical analysis, fringe-pattern analysis, image applications, network data transfer applications, and optical measurement techniques. The entire work available in the book is mainly focusing on researchers who can do quality research in the area of the usage of wavelets in related fields. Each chapter is an independent research, which will definitely motivate the young researchers to ponder on. These 12 chapters available in four sections will be an eye opener for all who are doing systematic research in these fields.