Cryoseismology

EA Podolskiy, F Walter - Reviews of geophysics, 2016 - Wiley Online Library
The last decade witnessed an explosion in yearly number of publications on passive glacier
seismology. The seismic signals from a wide range of glacier‐related processes fill a broad …

Machine learning for volcano-seismic signals: Challenges and perspectives

M Malfante, M Dalla Mura, JP Métaxian… - IEEE Signal …, 2018 - ieeexplore.ieee.org
Environmental monitoring is a topic of increasing interest, especially concerning the matter
of natural hazards prediction. Regarding volcanic unrest, effective methodologies along with …

[图书][B] Introduction to volcanic seismology

VM Zobin - 2011 - books.google.com
Volcanic seismology represents the main, and often the only, tool to forecast volcanic
eruptions and to monitor the eruption process. This book describes the main types of seismic …

A deep neural networks approach to automatic recognition systems for volcano-seismic events

M Titos, A Bueno, L Garcia… - IEEE Journal of Selected …, 2018 - ieeexplore.ieee.org
Deep neural networks (DNNs) could help to identify the internal sources of volcano-seismic
events. However, direct applications of DNNs are challenging, given the multiple seismic …

Detection and classification of continuous volcano-seismic signals with recurrent neural networks

M Titos, A Bueno, L García… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This paper introduces recurrent neural networks (RNN), long short-term memory (LSTM),
and gated recurrent unit (GRU) to detect and classify continuous sequences of volcano …

One hundred years of advances in volcano seismology and acoustics

RS Matoza, DC Roman - Bulletin of Volcanology, 2022 - Springer
Since the 1919 foundation of the International Association of Volcanology and Chemistry of
the Earth's Interior (IAVCEI), the fields of volcano seismology and acoustics have seen …

Automatic identification of rockfalls and volcano-tectonic earthquakes at the Piton de la Fournaise volcano using a Random Forest algorithm

C Hibert, F Provost, JP Malet, A Maggi, A Stumpf… - Journal of Volcanology …, 2017 - Elsevier
Monitoring the endogenous seismicity of volcanoes helps to forecast eruptions and prevent
their related risks, and also provides critical information on the eruptive processes. Due the …

[PDF][PDF] Volcano seismology

J Wassermann - New manual of seismological …, 2012 - gfzpublic.gfz-potsdam.de
Volcanic eruptions and their impact on human society, following earthquakes and
meteorological disasters, are the most severe natural hazards. Since the pioneering works …

Automatic classification of volcano seismic signatures

M Malfante, M Dalla Mura, JI Mars… - Journal of …, 2018 - Wiley Online Library
The prediction of volcanic eruptions and the evaluation of associated risks remain a timely
and unresolved issue. This paper presents a method to automatically classify seismic events …

Implementation of a multistation approach for automated event classification at Piton de la Fournaise volcano

A Maggi, V Ferrazzini, C Hibert… - Seismological …, 2017 - pubs.geoscienceworld.org
We implemented the first operational automated seismic‐event classification system for
monitoring activity at the Piton de la Fournaise volcano observatory (OVPF, La Réunion …