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Chaos in hydrology = bridging determinism and stochasticity /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Chaos in hydrology/ by Bellie Sivakumar.
Reminder of title:	bridging determinism and stochasticity /
Author:	Sivakumar, Bellie.
Published:	Dordrecht :Springer Netherlands : : 2017.,
Description:	xxx, 394 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
Subject:	Hydrology - Mathematical models. -
Online resource:	http://dx.doi.org/10.1007/978-90-481-2552-4
ISBN:	9789048125524

Chaos in hydrology = bridging determinism and stochasticity /
Sivakumar, Bellie.

Chaos in hydrologybridging determinism and stochasticity /[electronic resource] :by Bellie Sivakumar. - Dordrecht :Springer Netherlands :2017. - xxx, 394 p. :ill., digital ;24 cm.

Introduction -- 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 -- Index.

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.

ISBN: 9789048125524

Standard No.: 10.1007/978-90-481-2552-4doiSubjects--Topical Terms:

670972
Hydrology
--Mathematical models.

LC Class. No.: GB656.2.M33

Dewey Class. No.: 551.48011

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505 0 $a Introduction -- 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 -- Index.
520 $a 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.
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