Weather, snowpack and danger ratings data for automated avalanche danger level predictions

Each set includes the meteorological variables (resampled 24-hour averages) and the profile variables extracted from the simulated profiles for each of the weather stations of the IMIS network in Switzerland, and, the danger ratings for dry-snow conditions assigned to the location of the station. The data set of RF 1 contains the danger ratings published in the official Swiss avalanche bulletin, and the data set of RF 2 is a quality-controlled subset of danger ratings.

These data are the basis of the following publication: Pérez-Guillén, C., Techel, F., Hendrick, M., Volpi, M., van Herwijnen, A., Olevski, T., Obozinski, G., Pérez-Cruz, F. and Schweizer, J., 2021. Data-driven automated predictions of the avalanche danger level for dry-snow conditions in Switzerland. Natural Hazards and Earth System Sciences, pp.1-38, in review 2022.

Funding Information:

This work was supported by:
  • Swiss Data Science Center (link) (Grant/Award: grant C18-05 “DEAPSsnow”)

Citation:

Pérez-Guillén, Cristina; Techel, Frank; Hendrick, Martin; Volpi, Michele; van Herwijnen, Alec; Olevski, Tasko; Obozinski, Guillaume; Pérez-Cruz, Fernando; Schweizer, Jürg (2022). Weather, snowpack and danger ratings data for automated avalanche danger level predictions. EnviDat. doi:10.16904/envidat.330.

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Data and Resources

Metadata

Field Values
DOI 10.16904/envidat.330
Publication State Published
Authors
  • Email: cristina.perezfoo(at)wsl.ch ORCID: 0000-0003-2596-1046 Given Name: Cristina Family Name: Pérez-Guillén Affiliation: WSL Institute for Snow and Avalanche Research SLF DataCRediT: Collection, Validation, Curation, Publication
  • Email: techelfoo(at)wsl.ch Given Name: Frank Family Name: Techel Affiliation: WSL Institute for Snow and Avalanche Research SLF DataCRediT: Collection, Validation, Curation, Publication
  • Email: martin.hendrickfoo(at)wsl.ch Given Name: Martin Family Name: Hendrick Affiliation: WSL Institute for Snow and Avalanche Research SLF DataCRediT: Collection, Validation, Curation, Publication
  • Email: michele.volpifoo(at)sdsc.ethz.ch Given Name: Michele Family Name: Volpi Affiliation: Swiss Data Science Center DataCRediT: Collection, Validation, Curation, Publication
  • Email: vanherwijnenfoo(at)wsl.ch Given Name: Alec Family Name: van Herwijnen Affiliation: WSL Institute for Snow and Avalanche Research SLF DataCRediT: Collection, Validation, Curation, Publication
  • Email: tasko.olevskifoo(at)sdsc.ethz.ch Given Name: Tasko Family Name: Olevski Affiliation: Swiss Data Science Center DataCRediT: Collection, Validation, Curation, Publication
  • Email: guillaume.obozinskifoo(at)epfl.ch Given Name: Guillaume Family Name: Obozinski Affiliation: Swiss Data Science Center DataCRediT: Collection, Validation, Curation, Publication
  • Email: fernando.perezcruzfoo(at)sdsc.ethz.ch Given Name: Fernando Family Name: Pérez-Cruz Affiliation: Swiss Data Science Center Additional Affiliation : ETH DataCRediT: Collection, Validation, Curation, Publication
  • Email: schweizerfoo(at)wsl.ch Given Name: Jürg Family Name: Schweizer Affiliation: WSL Institute for Snow and Avalanche Research SLF DataCRediT: Collection, Validation, Curation, Publication
Contact Person Given Name: Cristina Family Name: Pérez-Guillén Email: cristina.perezfoo(at)wsl.ch Affiliation: WSL Institute for Snow and Avalanche Research SLF ORCID: 0000-0003-2596-1046
Subtitles
Publication Publisher: EnviDat Year: 2022
Dates
  • Type: Collected Date: 1997-11-11 End Date: 2020-05-04
Version 1.0
Type dataset
General Type Dataset
Language English
Location Switzerland
Content License WSL Data Policy
Last Updated June 2, 2022, 08:35 (UTC)
Created June 1, 2022, 12:55 (UTC)