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Machine Learning Improves Debris Flow Warning

Geophysical research letters, 2021-02, Vol.48 (3), p.n/a

2021

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Dynamics of the Bingham Canyon Mine landslides from seismic signal analysis

Geophysical research letters, 2014-07, Vol.41 (13), p.4535-4541

2014

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Event recognition in marine seismological data using Random Forest machine learning classifier

Geophysical journal international, 2023-10, Vol.235 (1), p.589-609

2023

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

Journal of volcanology and geothermal research, 2017-06, Vol.340, p.130-142

2017

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RockNet: Rockfall and earthquake detection and association via multitask learning and transfer learning

IEEE transactions on geoscience and remote sensing, 2023-01, Vol.61, p.1-1

2023

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Toward False Event Detection and Quarry Blast versus Earthquake Discrimination in an Operational Setting Using Semiautomated Machine Learning

Seismological research letters, 2021-06, Vol.92 (6), p.3725-3742

2021

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Near-real-time automated classification of seismic signals of slope failures with continuous random forests

Natural hazards and earth system sciences, 2021-01, Vol.21 (1), p.339-361

2021

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Characterization of rockfalls from seismic signal: Insights from laboratory experiments

Journal of Geophysical Research, 2015-10, Vol.120 (10), p.7102-7137

2015

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Characterizing landslides through geophysical data fusion: Example of the La Valette landslide (France)

Engineering geology, 2012-03, Vol.128, p.23-29

2012

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Surface dynamics and history of the calving cycle of Astrolabe Glacier (Adélie Coast, Antarctica) derived from satellite imagery

The cryosphere, 2024-07, Vol.18 (7), p.3067-3079

2024

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Spatio-temporal evolution of rockfall activity from 2007 to 2011 at the Piton de la Fournaise volcano inferred from seismic data

Journal of volcanology and geothermal research, 2017-03, Vol.333-334, p.36-52

2017

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Rockfall trajectory reconstruction: a flexible method utilizing video footage and high-resolution terrain models

Earth surface dynamics, 2022-11, Vol.10 (6), p.1141-1164

2022

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Enhanced glacial earthquake catalogues with supervised machine learning for more comprehensive analysis

Geophysical journal international, 2024-02, Vol.236 (2), p.849-871

2024

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Machine learning prediction of the mass and the velocity of controlled single-block rockfalls from the seismic waves they generate

Earth surface dynamics, 2024-05, Vol.12 (3), p.641-656

2024

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Single-block rockfall dynamics inferred from seismic signal analysis

Earth surface dynamics, 2017-05, Vol.5 (2), p.283-292

2017

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Towards a standard typology of endogenous landslide seismic sources

Earth surface dynamics, 2018-11, Vol.6 (4), p.1059-1088

2018

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An Automatic Kurtosis-Based P- and S-Phase Picker Designed for Local Seismic Networks

Bulletin of the Seismological Society of America, 2014-02, Vol.104 (1), p.394-409

2014

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On the Link Between External Forcings and Slope Instabilities in the Piton de la Fournaise Summit Crater, Reunion Island

Journal of geophysical research. Earth surface, 2018-10, Vol.123 (10), p.2422-2442

2018

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Implementation of a Multistation Approach for Automated Event Classification at Piton de la Fournaise Volcano

Seismological research letters, 2017-05, Vol.88 (3), p.878-891

2017

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Real-Time Classification of Anthropogenic Seismic Sources from Distributed Acoustic Sensing Data: Application for Pipeline Monitoring

Seismological research letters, 2022-09, Vol.93 (5), p.2570-2583

2022

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Monitoring water flow in a clay-shale hillslope from geophysical data fusion based on a fuzzy logic approach

Comptes rendus. Geoscience, 2009-10, Vol.341 (10-11), p.937-948

2009

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The relationship between bulk‐mass momentum and short‐period seismic radiation in catastrophic landslides

Journal of geophysical research. Earth surface, 2017-05, Vol.122 (5), p.1201-1215

2017

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Highly energetic rockfalls: back analysis of the 2015 event from the Mel de la Niva, Switzerland

Landslides, 2023-08, Vol.20 (8), p.1561-1582

2023

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Friction weakening in granular flows deduced from seismic records at the Soufrière Hills Volcano, Montserrat

Journal of geophysical research. Solid earth, 2015-11, Vol.120 (11), p.7536-7557

2015

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Repetitive small seismicity coupled with rainfall can trigger large slope instabilities on metastable volcanic edifices

Communications earth & environment, 2023-10, Vol.4 (1), p.383-13, Article 383

2023

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Machine Learning Improves Debris Flow Warning

Dynamics of the Bingham Canyon Mine landslides from seismic signal analysis

Event recognition in marine seismological data using Random Forest machine learning classifier

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

RockNet: Rockfall and earthquake detection and association via multitask learning and transfer learning

Toward False Event Detection and Quarry Blast versus Earthquake Discrimination in an Operational Setting Using Semiautomated Machine Learning

Near-real-time automated classification of seismic signals of slope failures with continuous random forests

Characterization of rockfalls from seismic signal: Insights from laboratory experiments

Characterizing landslides through geophysical data fusion: Example of the La Valette landslide (France)

Surface dynamics and history of the calving cycle of Astrolabe Glacier (Adélie Coast, Antarctica) derived from satellite imagery

Spatio-temporal evolution of rockfall activity from 2007 to 2011 at the Piton de la Fournaise volcano inferred from seismic data

Rockfall trajectory reconstruction: a flexible method utilizing video footage and high-resolution terrain models

Enhanced glacial earthquake catalogues with supervised machine learning for more comprehensive analysis

Machine learning prediction of the mass and the velocity of controlled single-block rockfalls from the seismic waves they generate

Single-block rockfall dynamics inferred from seismic signal analysis

Towards a standard typology of endogenous landslide seismic sources

An Automatic Kurtosis-Based P- and S-Phase Picker Designed for Local Seismic Networks

On the Link Between External Forcings and Slope Instabilities in the Piton de la Fournaise Summit Crater, Reunion Island

Implementation of a Multistation Approach for Automated Event Classification at Piton de la Fournaise Volcano

Real-Time Classification of Anthropogenic Seismic Sources from Distributed Acoustic Sensing Data: Application for Pipeline Monitoring

Monitoring water flow in a clay-shale hillslope from geophysical data fusion based on a fuzzy logic approach

The relationship between bulk‐mass momentum and short‐period seismic radiation in catastrophic landslides

Highly energetic rockfalls: back analysis of the 2015 event from the Mel de la Niva, Switzerland

Friction weakening in granular flows deduced from seismic records at the Soufrière Hills Volcano, Montserrat

Repetitive small seismicity coupled with rainfall can trigger large slope instabilities on metastable volcanic edifices

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