Development of Multidecomposition Hybrid Model for Hydrological Time Series Analysis

Table 2

Statistical measures of WA- and EMD-based denoised rivers inflow of four hydrological time series data sets.

River Inflow	Mode			MRE	MAE	MSE
Indus Inflow	Original series	80.2194	87.5044
	EMD	80.5931	87.3925	3.9118	0.1275	36.7636
	Wavelet	80.2267	86.1632	3.8188	0.0987	22.9626
Jhelum Inflow	Original series	30.2001	23.6743
	EMD	30.1412	23.1641	2.7118	0.1666	16.4864
	Wavelet	30.2023	22.7799	2.5579	0.1418	10.8837
Kabul Inflow	Original series	29.1746	25.2352
	EMD	25.23524	25.1181	2.5474	0.2036	12.5216
	Wavelet	29.18118	24.29148	2.7386	0.1615	12.2447
Chenab Inflow	Original series	31.9557	29.4916
	EMD	32.0024	29.2734	2.271784	0.1470	10.6797
	Wavelet	31.9585	28.2591	3.1958	0.17228	17.8353