Title :
Periodic analysis of runoff based on Hilbert-Huang Transform
Author :
Xuehua, Zhao ; Huang Qiang ; Jingping, Zhang
Author_Institution :
Coll. of Water Resources Sci. & Eng., Taiyuan Univ. of Technol., Taiyuan, China
Abstract :
The analysis and calculation are conducted in combination with a real example, the Lanzhou station in the upper reaches of the Yellow River and Lancun station in the Fenhe River, Hilbert-Huang Transform (HHT) and the empirical mode decomposition (EMD) method are used to analyze runoff time series in this paper. Firstly original series is step-by-step decomposed by means of EMD method, so the result is four intrinsic mode functions (IMF) and a residual component at the Lanzhou station, and is three intrinsic mode functions (IMF) and a residual component at the Lancun station. It is computed that natural annual runoff have the periodicity of 2.23 a, 5.57 a, 10.23 a and 19.76 a at the Lanzhou station, and 2.63 a, 6.67 a and 25 a at the Lancun station. The physical cause is analyzed. The result provides scientific ground for planning and management water resource in the basin.
Keywords :
data analysis; environmental management; hydrological techniques; rivers; time series; transforms; water resources; EMD; Fenhe river; HHT; Hilbert-Huang transform; IMF; Lancun station; Lanzhou station; Yellow river; empirical mode decomposition; intrinsic mode functions; residual component; runoff periodic analysis; runoff time series analysis; water resource management; water resource planning; Meteorology; Rivers; Time frequency analysis; Time series analysis; Water resources; Wavelet transforms; Hilbert-Huang transform; Periodic change; empirical mode decomposition; runoff;
Conference_Titel :
Water Resource and Environmental Protection (ISWREP), 2011 International Symposium on
Conference_Location :
Xi´an
Print_ISBN :
978-1-61284-339-1
DOI :
10.1109/ISWREP.2011.5893087