First-Arrival Picking for Microseismic Monitoring Based on Deep Learning

Figure 12

First-arrival picking result of the forward modeling signal with -8-dB Gaussian noise added. (a) Local amplification of the signal waveform in the range from 330 ms to 430 ms; (b) the picking result in the range from 330 ms to 430 ms obtained by the UNet++.