Mine microseismic time series data integrated classification based on improved wavelet decomposition and ELM

L Ding, Z Chen, Y Pan, B Song - Cognitive Computation, 2022 - Springer
Coal mine accidents induced by large energy microseisms are frequent and common.
Classification of mine microseismic events is an important part of accident treatment and …

Microseismic event classification with time-, frequency-, and wavelet-domain convolutional neural networks

J Jiang, V Stankovic, L Stankovic… - … on Geoscience and …, 2023 - ieeexplore.ieee.org
Passive seismics help us understand subsurface processes, for example, landslides,
mining, geothermal systems, and so on and help predict and mitigate their effects …

LSTM based forecasting of the next day's values of ionospheric total electron content (TEC) as an earthquake precursor signal

C Budak, V Gider - Earth Science Informatics, 2023 - Springer
The sudden vibrations that occur due to the fractures in the Earth's crust, spreading in waves
and shaking the Earth's surface, are natural disaster that causes significant loss of life and …

[HTML][HTML] 3D convolution recurrent neural networks for multi-Label earthquake magnitude classification

M Shakeel, K Nishida, K Itoyama, K Nakadai - Applied Sciences, 2022 - mdpi.com
We examine a classification task in which signals of naturally occurring earthquakes are
categorized ranging from minor to major, based on their magnitude. Generalized to a single …

[HTML][HTML] Graph-based feature weight optimisation and classification of continuous seismic sensor array recordings

J Li, L Stankovic, V Stankovic, S Pytharouli, C Yang… - Sensors, 2022 - mdpi.com
Slope instabilities caused by heavy rainfall, man-made activity or earthquakes can be
characterised by seismic events. To minimise mortality and infrastructure damage, a good …

Advanced signal processing for micro-seismic signal analysis

J Li - 2023 - stax.strath.ac.uk
Seismic events are brittle failures mainly attributed to the reduction in effective stress. They
are typically nonstationary signals with small moments (known as microseismic events) and …

ИЗВЕСТИЯ УРАЛЬСКОГО ГОСУДАРСТВЕННОГО ГОРНОГО УНИВЕРСИТЕТА

АН САВИЧЕВ, ЮА ПОЛЕНОВ, СА САДЫКОВ - ИЗВЕСТИЯ - elibrary.ru
Актуальность работы. Приведены изотопные и геохимические особенности
карбонатитов и карбонатных гидротермально-метасоматических жил юго-восточной …

[PDF][PDF] Study on the use of CNN models for high-pass filter frequency in ground motion data generation for evaluating seismic fragilities

JK Lee, JB Seo, SJ Jeon - kns.org
The Korean Peninsula, located on the southeastern part of the Eurasian plate, belongs to
the intraplate region. The characteristics of intraplate earthquakes show the low and rare …