Deep reflection seismic data are usually accompanied by large-offset data. and the accurate and rapid identification of the first arrivals of seismic records plays an important role in eliminating the effects of topography and other factors that increase with the increasing offsets. In this paper. we propose a method based on convolutional neural networks (CNNs) that can accurately id... https://www.opheliasmuse.com/