[HTML][HTML] 基于U 形卷积神经网络的震相识别与到时拾取方法研究
赵明, 陈石, 房立华 - 地球物理学报, 2019 - html.rhhz.net
精确获取震相到时是地震定位和地震走时成像等研究的重要基础. 近年来, 随着地震台站的不断
加密, 地震台网监测到的地震数量成倍增长, 发展快速, 准确, 适用性强的震相到时自动拾取算法 …
加密, 地震台网监测到的地震数量成倍增长, 发展快速, 准确, 适用性强的震相到时自动拾取算法 …
P Wave Arrival Picking and First‐Motion Polarity Determination With Deep Learning
Determining earthquake hypocenters and focal mechanisms requires precisely measured P
wave arrival times and first‐motion polarities. Automated algorithms for estimating these …
wave arrival times and first‐motion polarities. Automated algorithms for estimating these …
[HTML][HTML] 基于深度学习卷积神经网络的地震波形自动分类与识别
赵明, 陈石 - 地球物理学报, 2019 - html.rhhz.net
发展高效, 高精度, 普适性强的自动波形拾取算法在地震大数据时代背景下显得越来越重要.
波形自动拾取算法的主要挑战来自如何适应不同区域的不同类型地震事件的分类与筛选 …
波形自动拾取算法的主要挑战来自如何适应不同区域的不同类型地震事件的分类与筛选 …
PhaseLink: A deep learning approach to seismic phase association
Seismic phase association is a fundamental task in seismology that pertains to linking
together phase detections on different sensors that originate from a common earthquake. It …
together phase detections on different sensors that originate from a common earthquake. It …
Deep learning for picking seismic arrival times
Arrival times of seismic phases contribute substantially to the study of the inner working of
the Earth. Despite great advances in seismic data collection, the usage of seismic arrival …
the Earth. Despite great advances in seismic data collection, the usage of seismic arrival …
Earthquake phase arrival auto-picking based on U-shaped convolutional neural network
Accurate seismic phase arrival time picking is the basis for earthquake location and seismic
travel time tomography. With the increase of seismic stations and the improvement of …
travel time tomography. With the increase of seismic stations and the improvement of …
Waveform classification and seismic recognition by convolution neural network
The development of efficient, high-precision, and universal automatic waveform pick-up
algorithm is more and more important in the background of earthquake big data. The main …
algorithm is more and more important in the background of earthquake big data. The main …
Duplex in the Main Himalayan Thrust illuminated by aftershocks of the 2015 Mw 7.8 Gorkha earthquake
In April 2015, the lower locked portion of the Main Himalayan Thrust ruptured beneath
Nepal, causing the disastrous M w 7.8 Gorkha earthquake. Elucidating the enigmatic …
Nepal, causing the disastrous M w 7.8 Gorkha earthquake. Elucidating the enigmatic …
The 2016 Kumamoto Mw = 7.0 Earthquake: A Significant Event in a Fault–Volcano System
The 2016 Kumamoto earthquake sequence occurred on the Futagawa–Hinagu fault zone
near the Aso volcano on Kyushu island. The sequence was initiated with two major (Mw≥ …
near the Aso volcano on Kyushu island. The sequence was initiated with two major (Mw≥ …
Intelligent real-time earthquake detection by recurrent neural networks
Taiwan that is located at the junction of the Eurasian Plate and the Philippine Sea Plate is
one of the most active seismic zones in the world. Devastating earthquakes have occurred …
one of the most active seismic zones in the world. Devastating earthquakes have occurred …