Geology Reference
In-Depth Information
Fig. 4.11 Flow chart for wavelet and Monte Carlo-based trend identi
cation for hydrological time
series [
77
,
79
]
simulation, which is given in Fig.
4.11
. Wavelet threshold de-noising (WTD) is a
powerful tool for de-noising the hydrological data, and is better than traditional
Fourier transform or traditional spectral analysis methods. However, the perfor-
mance depends on the suitability of selected wavelets and decomposition level
choice and threshold estimation in de-noising. The methodology adopted by Sang
et al. [
78
] is given in Fig.
4.12
.