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OverviewThis 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. Full Product DetailsAuthor: Bellie SivakumarPublisher: Springer Imprint: Springer Edition: Softcover reprint of the original 1st ed. 2017 Dimensions: Width: 15.50cm , Height: 2.20cm , Length: 23.50cm Weight: 0.646kg ISBN: 9789402413144ISBN 10: 9402413146 Pages: 394 Publication Date: 29 June 2018 Audience: Professional and scholarly , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: Manufactured on demand ![]() We will order this item for you from a manufactured on demand supplier. Table of ContentsIntroduction.- Part A: Hydrologic Systems and Modeling.- Characteristics of hydrologic systems and processes.- Conventional linear stochastic time series methods.- Modern nonlinear time series methods.- Part B: Nonlinear dynamics and chaos.- Fundamentals.- Identification of chaos.- Prediction of chaos.- Part C: Applications of chaos theory in hydrology.- Overview.- Applications to rainfall data.- Applications to river flow data.- Applications to other hydrologic data.- Studies on related problems. Part D: A look ahead.- Current status.- The future.- References.- IndexReviewsAuthor InformationBellie Sivakumar received his Bachelor’s degree in Civil Engineering from Bharathiar University (India) in 1992, Master’s degree in Hydrology and Water Resources Engineering from Anna University (India) in 1994, and Ph.D. degree in Civil Engineering from the National University of Singapore in 1999. After a one-year post-doctoral research at the University of Arizona, Tucson, USA, he joined University of California, Davis (UCDavis). At UCDavis, he held the positions of postgraduate researcher and Associate Project, and now holds an Associate position. He joined the University of New South Wales, Sydney, Australia in 2010, where he is currently an Associate Professor. Bellie Sivakumar’s research interests are in the field of hydrology and water resources, with particular emphasis on nonlinear dynamics, chaos, scaling, and complex networks. He has authored one book and more than 130 peer-reviewed journal papers. He has been an Associate Editor for several journals, including Hydrological Sciences Journal, Journal of Hydrology, Journal of Hydrologic Engineering, and Stochastic Environmental Research and Risk Assessment. He has received a number of fellowships throughout his career, including the ICSC World Laboratory Fellowship, Japan Society for the Promotion of Science Fellowship, Korea Science and Technology Societies’ Brainpool Fellowship, and Australian Research Council Future Fellowship. Tab Content 6Author Website:Countries AvailableAll regions |