Journal cover Journal topic
Earth Surface Dynamics An interactive open-access journal of the European Geosciences Union
Journal topic

Journal metrics

Journal metrics

  • IF value: 3.765 IF 3.765
  • IF 5-year value: 3.719 IF 5-year
    3.719
  • CiteScore value: 3.83 CiteScore
    3.83
  • SNIP value: 1.281 SNIP 1.281
  • IPP value: 3.61 IPP 3.61
  • SJR value: 1.527 SJR 1.527
  • Scimago H <br class='hide-on-tablet hide-on-mobile'>index value: 17 Scimago H
    index 17
  • h5-index value: 18 h5-index 18
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.
Download
Interactive discussion
Status: closed
Status: closed
AC: Author comment | RC: Referee comment | SC: Short comment | EC: Editor comment
Printer-friendly Version - Printer-friendly version Supplement - Supplement
Peer review completion
AR: Author's response | RR: Referee report | ED: Editor decision
AR by Matthias Heck on behalf of the Authors (31 Oct 2018)  Author's response    Manuscript
ED: Referee Nomination & Report Request started (14 Nov 2018) by Michael Dietze
RR by Florian Fuchs (11 Dec 2018)
RR by Anonymous Referee #4 (12 Dec 2018)
ED: Reconsider after major revisions (28 Dec 2018) by Michael Dietze
AR by Alec van Herwijnen on behalf of the Authors (22 Mar 2019)  Author's response    Manuscript
ED: Referee Nomination & Report Request started (28 Mar 2019) by Michael Dietze
RR by Florian Fuchs (28 Mar 2019)
ED: Publish subject to technical corrections (01 Apr 2019) by Michael Dietze
ED: Publish subject to technical corrections (01 Apr 2019) by Niels Hovius(Editor)
Publications Copernicus
Download
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...
Citation