Chaos in Hydrology Bridging Determinism and Stochasticity /

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 syst...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Sivakumar, Bellie (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Dordrecht : Springer Netherlands : Imprint: Springer, 2017.
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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100 1 |a Sivakumar, Bellie.  |e author. 
245 1 0 |a Chaos in Hydrology  |h [electronic resource] :  |b Bridging Determinism and Stochasticity /  |c by Bellie Sivakumar. 
264 1 |a Dordrecht :  |b Springer Netherlands :  |b Imprint: Springer,  |c 2017. 
300 |a XXX, 394 p. 62 illus., 25 illus. in color.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
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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. 
650 0 |a Earth sciences. 
650 0 |a Hydrology. 
650 0 |a Hydrogeology. 
650 0 |a Geotechnical engineering. 
650 0 |a System theory. 
650 0 |a Civil engineering. 
650 1 4 |a Earth Sciences. 
650 2 4 |a Hydrogeology. 
650 2 4 |a Hydrology/Water Resources. 
650 2 4 |a Civil Engineering. 
650 2 4 |a Complex Systems. 
650 2 4 |a Geotechnical Engineering & Applied Earth Sciences. 
650 2 4 |a Statistical Physics and Dynamical Systems. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9789048125517 
856 4 0 |u http://dx.doi.org/10.1007/978-90-481-2552-4  |z Full Text via HEAL-Link 
912 |a ZDB-2-EES 
950 |a Earth and Environmental Science (Springer-11646)