New mathematical approaches in hydrological modeling - an application of artificial neural networks

Physics and Chemistry of the Earth, Part B: Hydrology, Oceans and Atmosphere

Volumn 24, Issue 1-2, 1999, Pages 31-35

  Lange, N T ^a  

^a Rheinland Pfälzische Technische Universität Kaiserslautern Landau   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL NEURAL NETWORK; HYDROGRAPH; HYDROLOGICAL MODEL; MATHEMATICAL METHOD; MODELING; RAINFALL;

EID: 0032868083     PISSN: 14641909     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1464-1909(98)00007-0     Document Type: Article

References (8)

1. Bayerisches landesamt für wasserwirtschaft: Einheitsganglinien und hochwasserabflüsse für kleine einzugsgebiete in bayern; Teil 1: Donaugebiet und Rheingebiet (Bodensee); München, 1987-1994
2. Diskin, M. H.: A Basic Study of the Linearity of the Rainfall Runoff Process in Watersheds - Ph. D. Thesis, University of Illinois; Urbana, 1964
3. Duband, D., Ch. Obled, J.Y. Rodriguez: Unit hydrograph revisited: An alternate iterative approach to UH and effective precipitation identification. Journal of Hydrology, (150):115-149; 1993
4. Nash, J. E., Sutcliff, J. V.: River flow forecasting through conceptual models part 1 - A discussion of principles, Journal of Hydrology, 10 (3); 282-290; 1970
5. Liong S. Y., Cheu R. L., Chan, W. T.: Near-perfect hydrograph forecasting with neural network, Journal of the Institution of Engineers, Singapore, Vol. 36, No. 2; 1996
6. Saulier G.-M.; TOPSIMPL - A Simplified TOPMODEL - Online-documentation; Grenoble, 1996
7. Zell, A.; Mamier, G.; Vogt, M.; Mache, N.; Hübner, R.; Döring, S.; Herrmann, K.-U.; Soyez, T.; Schmalzl, M.; Sommer, T.; Hatzigeorgiou, A.; Posselt, D.; Schreiner, T.; Kett, B.; Clemente, G.; Wieland; J.: SNNS stuttgart neural network simulator, User Manual, Version 4.1, Report No. 6/95; Stuttgart, 1995
8. Schmitz, G.,H.; Schütze, N.: Pro und contra zur verwendung künstlicher neuronaler netze in der hydrologie, Modellierung in der Hydrologie, Tagungsband; Dresden, 1997