First-Arrival Picking for Microseismic Monitoring Based on Deep Learning

Figure 10

First-arrival picking result of the forward modeling signal with -3-dB Gaussian noise added. (a) Local amplification of the signal 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++.