CCFE: A Few-Shot Learning Model for Earthquake Detection and Phase Identification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3225171
Abstract: Earthquake detection and phase identification are fundamental and challenging tasks in observational seismology. Deep learning has achieved considerable progress in these two tasks. To overcome the limitations of existing methods, mainly because of the lack… read more here.
Keywords: detection phase; identification; ccfe; detection ... See more keywords
P-Detector: Real-Time P-Wave Detection in a Seismic Waveform Recorded on a Low-Cost MEMS Accelerometer Using Deep Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3161017
Abstract: Recently, the Internet of Things (IoT) systems have been widely used for earthquake detection because of the easy construction of a dense seismic network, communication capabilities, and low cost of sensors. However, when utilizing MEMS… read more here.
Keywords: time; detection; real time; deep learning ... See more keywords
ADE-Net: A Deep Neural Network for DAS Earthquake Detection Trained With a Limited Number of Positive Samples
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3143120
Abstract: The distributed acoustic sensing (DAS) technology that has emerged in recent years, combined with existing optical cables for earthquake monitoring, has the advantages of low deployment cost and dense sampling capability and has been used… read more here.
Keywords: neural network; network; deep neural; das earthquake ... See more keywords
Ultrastable laser interferometry for earthquake detection with terrestrial and submarine cables
Sign Up to like & getrecommendations! Published in 2018 at "Science"
DOI: 10.1126/science.aat4458
Abstract: Submarine fiber optic earthquake detection Seismic networks detect earthquakes and are common on continents, where they are easy to install. However, most of Earth's surface is under the oceans, where placing seismometers is difficult. Marra… read more here.
Keywords: fiber; fiber optic; submarine; earthquake detection ... See more keywords
Earthquake Detection with tinyML
Sign Up to like & getrecommendations! Published in 2023 at "Seismological Research Letters"
DOI: 10.1785/0220220322
Abstract: Earthquake detection is the critical first step in earthquake early warning (EEW) systems. For robust EEW systems, detection accuracy, detection latency, and sensor density are critical to providing real-time earthquake alerts. Traditional EEW systems use… read more here.
Keywords: tinyml earthquake; eew systems; detection; earthquake ... See more keywords