A combined neural-wavelet model for prediction of watershed precipitation, Ligvanchai, Iran

Journal of Environmental Hydrology

Volumn 16, Issue , 2008, Pages 1-12

  Nourani, Vahid ^a   Alami, Mohammad Taghi ^a   Aminfar, Mohammad Hossein ^a  

^a UNIVERSITY OF TABRIZ   (Iran)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL NEURAL NETWORK; ATMOSPHERIC MODELING; CLIMATE PREDICTION; PRECIPITATION (CLIMATOLOGY); TIME SERIES; WATERSHED; WAVELET;

ASIA; EAST AZERBAIJAN; EURASIA; IRAN; MIDDLE EAST; TABRIZ;

EID: 38749142907     PISSN: 10583912     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (13)

1. Addison, P. S., K.B. Murrary, and J.N. Watson. 2001. Wavelet transform analysis of open channel wake flows. J. of Eng. Mech., Vol. 127(1),pp. 58-70.
2. ASCE task Committee on application of Artificial Neural Networks in hydrology .2000. Artificial Neural Networks in hydrology 1: Hydrology application. J. of Hydrologic Eng., ASCE,Vol. 5(2),pp. 124-137.
3. Aussem,A., J. Campbell, and F. Murtagh. 1998. Wavelet-based feature extraction and decomposition strategies for financial forecasting. J. Compt. Intelli. Fin., Vol. 6(2),pp. 5-12.
4. Cannas,B., A. Fanni, L. See, and G. Sias. 2006. Data preprocessing for river flow forecasting using neural networks: wavelet transforms and data partitioning. Physics and Chemistry of the Earth, Vol. 31(18), pp. 1164-1171.
5. Foufoula-Georgiou, E., and P. Kumar (eds). 1995. Wavelet in Geophysics. New York; Academic Press.
6. Grossmann,A., and J. Morlet. 1984. Decomposition of hardy function into square integrable wavelets of constant shape. SIMA Journal of Mathematical Analysis, Vol. 15, pp. 723-736.
7. Kim, T., and J.B. Valdês. 2003. Nonlinear model for drought forecasting based on a conjunction of wavelet transforms and neural networks. J. of Hydrologie Eng., ASCE,Vol. 8(6), pp. 319-328.
8. Labat, D. 2005. Recent advances in Wavelet analyses: part 1 -A review of concepts. J. of Hydrology, Vol. 314, pp.275-288.
9. Labat, D., R. Ababou, and A. Mangin. 2000. Rainfall-runoff relation for karstic spring. Part2 ¡continuous wavelet and discrete orthogonal multi resolution analyses. J. of Hydrology, Vol. 238, pp. 149-178.
10. Mallat, S.G. 1998. A wavelet tour of signal processing. San Diego; Academic Press.
11. Salas, J.D., J.W. Delleur, V. Yevjevich, and W.L. Lane. 1980. Applied Modeling of Hydrological Time Series. Colorado; Water Resources Publications.
12. Wang, W., and S. Ding. 2003. Wavelet network model and its application to the predication of hydrology. Nature and Science, Vol. 1(1), pp. 67-71.
13. Zhang, B.L., and Z.Y. Dong. 2001. An adaptive neural wavelet model for short term load forecasting. Electric Power Syst. Res., Vol. 59, pp. 121-129.