Understanding the Marginal Seas of Northeast Asia for Tectonics and Submarine Geohazards

34.6K
views
54
authors
13
articles
Cover image for research topic "Understanding the Marginal Seas of Northeast Asia for Tectonics and Submarine Geohazards"
Editors
4
Impact
Loading...
3,679 views
15 citations

Submarine active faults and earthquakes, which contain crucial information to seafloor tectonics and submarine geohazards, can be effectively characterized by precise submarine earthquake catalogs. However, the precise and rapid building of submarine earthquake catalogs is challenging due to the following facts: (i) intense noise in ocean seismic data; (ii) the sparse seismic network; (iii) the lack of historical near-field observations. In this paper, we built a deep-learning-based automatic workflow named ESPRH for automatically building submarine earthquake catalogs from continuous seismograms. The ESPRH workflow integrates Earthquake Transformer (EqT) and Siamese Earthquake Transformer (S-EqT) for initial earthquake detection and phase picking, PickNet for phase refinement, REAL for earthquake association and rough location, and HypoInverse, HypoDD for precise earthquake relocation. We apply ESPRH to the continuous data recorded by an array of 12 broadband Ocean Bottom Seismographs (OBS) near the Challenger Deep at the southern-most Mariana subduction zone from Dec. 2016 to Jun. 2017. In this study, we acquire a high-resolution local earthquakes catalog that provides new insights into the geometry of shallow fault zones. We report the active submarine faults by seismicity in Challenger Deep which is the deepest place on Earth. These faults are a significant reference for submarine geological hazards and evidence for serpentinization. Hence, the ESPRH is qualified to construct comprehensive local submarine earthquake catalogs automatically, rapidly, and precisely from raw OBS seismic data.

2,522 views
13 citations
2,615 views
7 citations
2,166 views
7 citations
Recommended Research Topics
Frontiers Logo

Frontiers in Earth Science

Submarine Active Faults: From Regional Observations to Seismic Hazard Characterization
Edited by Hector Perea, Sara Martinez-Loriente, Jillian Maloney, Francesco Emanuele Maesano, Paola Vannucchi
67.4K
views
89
authors
15
articles
Frontiers Logo

Frontiers in Earth Science

Geodynamics and Magmatism in the Afro-Arabian Rift System
Edited by Nico Augustin, Froukje Marieke van der Zwan, Joël Ruch, Neil Mitchell, Daniele Trippanera
39.5K
views
34
authors
7
articles
Frontiers Logo

Frontiers in Earth Science

Links Between Tectonics, Fault Evolution and Surface Processes in Extensional Systems
Edited by Frank Zwaan, Alex Hughes, Lisa McNeill, Laura Christine Gregory, Joanna Faure Walker
16.7K
views
31
authors
5
articles
Frontiers Logo

Frontiers in Earth Science

Early Career Scientists' Contributions to Submarine Volcanism and Associated Hydrothermal Systems
Edited by Karen Bemis, Guangyu Xu, Thibaut Barreyre, Santiago Herrera, Arran Peter Murch
10.4K
views
27
authors
5
articles
Frontiers Logo

Frontiers in Earth Science

Interaction of Tectono-Sedimentary Processes in the South China Sea and Their Implication for Hazards
Edited by Zhigang Li, Peizhen Zhang, Weiwei Ding, Shaohong Xia, Rafael Almeida, Hao Liang
46.5K
views
109
authors
18
articles