Research Article
A Nonparametric Method for Automatic Denoising of Microseismic Data
Table 2
Comparison of signal denoising indicator with different SNR.
| SNR | PD method | EEMD method | Wavelet method | | | | | | |
| -6 | 0.0163 | 0.0282 | 0.0851 | 0.1073 | 0.0530 | 0.0738 | -5 | 0.0149 | 0.0263 | 0.0760 | 0.0956 | 0.0423 | 0.0593 | -4 | 0.0132 | 0.0245 | 0.0677 | 0.0852 | 0.0359 | 0.0500 | -3 | 0.0128 | 0.0233 | 0.0410 | 0.0656 | 0.0306 | 0.0428 | -2 | 0.0120 | 0.0215 | 0.0308 | 0.0585 | 0.0269 | 0.0375 | -1 | 0.0099 | 0.0187 | 0.0355 | 0.0616 | 0.0233 | 0.0330 | 1 | 0.0084 | 0.0162 | 0.0383 | 0.0479 | 0.0203 | 0.0309 | 2 | 0.0080 | 0.0162 | 0.0245 | 0.0559 | 0.0186 | 0.0292 | 3 | 0.0066 | 0.0125 | 0.0278 | 0.0570 | 0.0185 | 0.0292 | 4 | 0.0054 | 0.0099 | 0.0256 | 0.0556 | 0.0159 | 0.0266 | 5 | 0.0048 | 0.0090 | 0.0248 | 0.0519 | 0.0149 | 0.0260 | 6 | 0.0044 | 0.0077 | 0.0215 | 0.0269 | 0.0147 | 0.0260 | 7 | 0.0037 | 0.0070 | 0.0236 | 0.0527 | 0.0144 | 0.0258 | 8 | 0.0036 | 0.0066 | 0.0171 | 0.0214 | 0.0130 | 0.0241 | 9 | 0.0030 | 0.0057 | 0.0222 | 0.0524 | 0.0127 | 0.0248 | 10 | 0.0028 | 0.0054 | 0.0212 | 0.0522 | 0.0124 | 0.0244 |
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