Response analysis of rainfall-runoff processes using wavelet transform: A case study of the alpine meadow belt

Hydrological Processes

Volumn 25, Issue 14, 2011, Pages 2179-2187

  Liu, Hai Long ^a,b   Bao, An Ming ^b   Chen, Xi ^b   Wang, Ling ^a   Pan, Xiang liang ^b  

^a SHIHEZI UNIVERSITY   (China)

^b XINJIANG INSTITUTE OF ECOLOGY AND GEOGRAPHY   (China)

Author keywords

Change point; Nonlinearity; Wavelet power spectrum; Wavelet transform

Indexed keywords

ALPINE MEADOW; CHANGE-POINTS; CORRELATION ANALYSIS; DIFFERENT SCALE; ENERGY DISTRIBUTIONS; HIGHLY NONLINEAR; MORLET WAVELET TRANSFORM; NON-LINEAR RELATIONSHIPS; NON-LINEARITY; NONSTATIONARY SYSTEMS; NORTHWESTERN CHINA; RAINFALL RATES; RAINFALL RUNOFF; RAINFALL-RUNOFF PROCESS; RAINFALL-RUNOFF RELATIONSHIP; RESPONSE ANALYSIS; SAMPLING RATES; TEMPORAL VARIABILITY; TIANSHAN; TIME-SCALES; UNDERLYING SURFACE; WAVELET POWER SPECTRA; XINJIANG;

LANDFORMS; POWER SPECTRUM; RAIN; RUNOFF; SPECTRUM ANALYSIS; WATER MANAGEMENT; WAVELET ANALYSIS;

WAVELET TRANSFORMS;

ALPINE ENVIRONMENT; EXPERIMENTAL STUDY; MEADOW; QUANTITATIVE ANALYSIS; RAINFALL-RUNOFF MODELING; SPECTRAL ANALYSIS; TIMESCALE; WAVELET ANALYSIS;

CHINA; TIEN SHAN; XINJIANG UYGUR;

EID: 79959986393     PISSN: 08856087     EISSN: 10991085     Source Type: Journal    
DOI: 10.1002/hyp.7969     Document Type: Article

References (33)

1. Aizen VB, Aizen EM, Melack JM. 1996. Precipitation, melt and runoff in the northern Tien Shan. Journal of Hydrology 186(1-4): 229-251.
2. Bo XC, Li T, Liu L. 2000. The Application Guides of Matlab Toolbox-Information Engineering. Electronic Industry Press: Beijing; 399-455.
3. Bradshaw GA, McIntosh BA. 1994. Detecting climate-induced patterns using wavelet analysis. Environmental Pollution 83: 135-142.
4. Chou C. 2007. Efficient nonlinear modeling of rainfall-runoff process using wavelet compression. Journal of Hydrology 332(3): 442-455.
5. Clouet JF, Fouque JP, Postel M. 1995. Estimation of local power spectral densities for non-stationary signals using wavelet transform. Mathematics and Computers in Simulation 38: 183-188.
6. Connell DM, Shelly MW. 1960. Tracking performance on a sequence of step functions which approaches a continuous function as a limit. Journal of Experimental Psychology 59: 312-320.
7. Cui JT. 1997. Theories on Wavelet Analysis. Xi'an jiaotong Universities: Xi'an; 47-71.
8. Cui J, Wang X. 2005. The application of wavelet transform and neural network to surface electromyographic signals for pattern recognition. Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference, 17-18 January 2006; 5009-5012.
9. Fedora MA, Beschta RL. 1989. Storm runoff simulation using an antecedent precipitation index (API) model. Journal of Hydrology 112(1-2): 121-133.
10. Fraedrich K, Jiang J, Gerstengarbe F-W, Werner PC. 1997. Multiscale detection of abrupt climate changes: application to River Nile flood levels. International Journal of Climatology 17: 1301-1315.
11. Haar A. 1910. Zur Theorie der orthogonalen Funktionensysteme. Mathematische Annalen 69: 331-371.
12. Hong JC, Kim YY, Lee HC, Lee YW. 2002. Damage detection using the Lipschitz exponent estimated by the wavelet transform: applications to vibration modes of a beam. International Journal of Solids and Structures 39: 1803-1816.
13. Hoopen MT, Zandt PA. 1977. Second-order correlation functions and bi-spectra in biological-rhythm research. Mathematical Biosciences 33: 193-212.
14. Hu YK, Li KH, Wang X, Fan YG, Zhang XY, Wumaier W. 2007. The biomass of different species communities of alpine meadow in Bayinbulak region. Resources Science 29(3): 147-151.
15. Innanen KA. 2003. Local signal regularity and Lipschitz exponents as a means to estimate Q. Journal of Seismic Exploration 12: 53-74.
16. Labat D, Ababou R, Mangin A. 2000. Rainfall-runoff relations for karstic springs. Part II: continuous wavelet and discrete orthogonal multiresolution analyses. Journal of Hydrology 238(3): 149-178.
17. Li BC, Luo JS. 2003. Wavelet analysis and application. Electronic Industry Press: Beijing; 206-230.
18. Liu HL, Chen X, Bao AM, Wang L. 2007. Investigation of groundwater response to overland flow and topography using a coupled MIKE SHE/MIKE 11 modeling system for an arid watershed. Journal of Hydrology 347: 448-459.
19. Luo T, Ming L, Cheng G, Zhang F, Zhang L. 1998. Seismic data time-frequency domain filter with wavelet transform. IEEE International Conference on Intelligent Processing Systems 2: 1223-1226.
20. Luo L, Wu F, Li S, Zhuang Z. 2003. Layer-correlated motion estimation and motion vector coding for the 3D-wavelet video coding. IEEE International Conference on Image Processing 2: 791-794.
21. Maleknejad K, Yousefi M, Nouri K. 2007. Computational methods for integrals involving functions and Daubechies wavelets. Applied Mathematics and Computation 189: 1828-1840.
22. Nakken M. 1999. Wavelet analysis of rainfall-runoff variability isolating climatic from anthropogenic patterns. Environmental Modelling and Software 14(4): 283-295.
23. Neupauer RM, Powell KL. 2005. A fully-anisotropic Morlet wavelet to identify dominant orientations in a porous medium. Computers& Geosciences 31: 465-471.
24. Nikias CL, Pan R. 1988. Time delay estimation in unknown Gaussian spatially correlated noise. IEEE Transactions on Acoustics, Speech, and Signal Processing 36: 1706-1714.
25. Poisson B, Avouac J. 2004. Holocene hydrological changes inferred from alluvial stream entrenchment in North Tian Shan (Northwestern China). The Journal of Geology 112: 231-249.
26. Qiu JD, Liang RP, Zou XY. 2003. The resolution of overlapping peaks by utilizing wavelet fractal. Journal of Instrumental Analysis 22(5): 1-5.
27. Schick A, Wefelmeyer W. 2008. Prediction in moving average processes. Journal of Statistical Planning and Inference 138: 694-707.
28. Setoh T, Imawaki S, Ostrovskii A, Umatani S. 1999. Interdecadal variations of ENSO signals and annual cycles revealed by wavelet analysis. Journal of Oceanography 55: 385-394.
29. Szilagyi J. 2007. Analysis of the nonlinearity in the hillslope runoff response to precipitation through numerical modeling. Journal of Hydrology 337(3-4): 391-401.
30. Wu Y, Leyman AR. 1999. Time delay estimation in unknown spatially uncorrelated Gaussian noise using higher-order statics. IEEE Transactions on Acoustics, Speech, and Signal Processing 5: 2813-2816.
31. Yamada K. 1990. Estimation of monthly precipitation by geographical factors and meteorological variables. Hydrology in Mountainous Regions 193(8): 405-412.
32. You FC, Ding YG, Zhou Y, Shi YS. 2003. Application of singular value decomposition and singular cross-spectrum to diagnose of rainfall in North China. Journal of Applied Meteorology 14(2): 176-187.
33. You FC, Shi YS, Zhou Y. 2004. Application of singular cross-spectrum in analysis of summer in Hebei province, China. Meteorological Science and Technology 32(5): 329-332.