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

DOI

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.: Data-driven automated predictions of the avalanche danger level for dry-snow conditions in Switzerland, Nat. Hazards Earth Syst. Sci., 22, 2031–2056, https://doi.org/10.5194/nhess-22-2031-2022, 2022.

Identifier
DOI https://doi.org/10.16904/envidat.330
Metadata Access https://www.envidat.ch/api/action/package_show?id=54d7dc19-e70c-4998-bfb6-caffe41c83e6
Provenance
Creator Cristina, Pérez-Guillén, 0000-0003-2596-1046; Frank, Techel,; Martin, Hendrick,; Michele, Volpi,; Alec , van Herwijnen,; Tasko, Olevski,; Guillaume , Obozinski,; Fernando , Pérez-Cruz,; Jürg , Schweizer,
Publisher EnviDat
Publication Year 2022
Funding Reference Swiss Data Science Center, grant C18-05 “DEAPSsnow”
Rights wsl-data; WSL Data Policy
OpenAccess true
Contact envidat(at)wsl.ch
Representation
Language English
Resource Type Dataset
Version 1.0
Discipline Environmental Sciences
Spatial Coverage (5.956W, 45.818S, 10.492E, 47.808N); Switzerland
Temporal Coverage Begin 1997-11-11T00:00:00Z
Temporal Coverage End 2020-05-04T00:00:00Z