Enhanced accuracy of rainfall-runoff modeling with wavelet transform

Journal of Hydroinformatics

Volumn 15, Issue 2, 2013, Pages 392-404

  Chou, Chien Ming ^a  

^a MINGDAO UNIVERSITY   (Taiwan)

Author keywords

Hydrological time series; Rainfall runoff relationship; Subsystem response function; Wavelet coefficients; Wavelet transform

Indexed keywords

EID: 84876398010     PISSN: 14647141     EISSN: None     Source Type: Journal    
DOI: 10.2166/hydro.2012.041     Document Type: Article

References (19)

1. Aussem, A. & Murtagh, F. 2001 Web traffic demand forecasting using wavelet-based multiscale decomposition. International Journal of Intelligent Systems 16, 215-236.
2. Chibani, Y. & Houacine, A. 2003 Redundant versus orthogonal wavelet decomposition for multisensor image fusion. Pattern Recognition 36, 879-887.
3. Chou, C. M. 2007 Efficient nonlinear modeling of rainfall-runoff process using wavelet compression. Journal of Hydrology 332, 442-455.
4. Chou, C. M. 2011a A threshold based wavelet denoising method for hydrological data modelling. Water Resources Management 25 (7), 1809-1830.
5. Chou, C. M. 2011b Wavelet-based multi-scale entropy analysis of complex rainfall time series. Entropy 13, 241-253.
6. Holschneider, M. 1995 Wavelets: An Analysis Tool. Oxford University Press, New York.
7. Labat, D., Ababou, R. & Mangin, M. 2000 Rainfall-runoff relations for karstic springs. Part II: continuous wavelet and discrete orthogonal multiresolution analyses. Journal of Hydrology 238, 149-178.
8. Lane, S. N. 2007 Assessment of rainfall-runoff models based upon wavelet analysis. Hydrological Processes 21 (5), 586-607.
9. Lee, X. B., Zheng, J. & Lee, H. Q. 1999 Combination forecasting using ANN based on wavelet transform series. Journal of Hydraulical Engineering 2, 1-4 (In Chinese).
10. Mallat, S. G. 1989 A theory for multiresolution signal decomposition: the wavelet representation. IEEE Transactions on Pattern Analysis and Machine Intelligence 11 (7), 674-693.
11. Murtagh, F. 1998 Wedding the wavelet transform and multivariate data analysis. Journal of Classification 15, 161-183.
12. Nakken, M. 1999 Wavelet analysis of rainfall-runoff variability isolating climatic from anthropogenic patterns. Environmental Modelling and Software 14, 283-295.
13. Nourani, V., Komasi, M. & Mano, A. 2009 A multivariate ANN- wavelet approach for rainfall-runoff modeling. Water Resources Management 23 (14), 2877-2894.
14. Rao, R M. & Bopardikar, A. S. 1998 WaveletTransforms, Introduction to Theory and Applications. Addison-Wesley, USA
15. Sherman, L. K. 1932 Streamflow from rainfall by the unit-graph method. Engineering News Record 108, 501-505.
16. Singh, V. P. 1988 Hydrology System, Vol. 1 Rainfall-Runoff Modeling. Prentice Hall Inc. Publishing, New Jersey.
17. Wang, W. S., Ding, J. & Lee, Y. Q. 2005 Hydrological Wavelet Analysis. Chemical Industry Press, Beijing (In Chinese).
18. Wei, Y X. & Wang, L. X. 2005 Engineering Hydrology. Water Conservancy and Electricity Press, Beijing (In Chinese).
19. Zhang,J. C, DeAngelis, D. L. & Zhuang, J. Y.2011 Theory and Practice of Soil Loss Control in Eastern China. Springer, New York.