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Earth Surface Dynamics An interactive open-access journal of the European Geosciences Union
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ESurf | Articles | Volume 7, issue 2
Earth Surf. Dynam., 7, 491-503, 2019
https://doi.org/10.5194/esurf-7-491-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.

Special issue: From process to signal – advancing environmental...

Earth Surf. Dynam., 7, 491-503, 2019
https://doi.org/10.5194/esurf-7-491-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.

Research article 03 Jun 2019

Research article | 03 Jun 2019

Automatic detection of avalanches combining array classification and localization

Matthias Heck et al.
Data sets

Automatic Classification of Avalanches M. Heck https://doi.org/10.16904/envidat.73

Publications Copernicus
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Short summary
We used continuous seismic data from two small aperture geophone arrays deployed in the region above Davos in the eastern Swiss Alps to develop a machine learning workflow to automatically identify signals generated by snow avalanches. Our results suggest that the method presented could be used to identify major avalanche periods and highlight the importance of array processing techniques for the automatic classification of avalanches in seismic data.
We used continuous seismic data from two small aperture geophone arrays deployed in the region...
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