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Weather, snowpack and danger ratings data for automated avalanche danger level predictions
L o a d i n g
Organization
Swiss Federal Institute for Forest, Snow and Landscape Research - view all
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Last updated2 years ago
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Overview

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.

AVALANCHEAVALANCHE DANGER LEVELAVALANCHE FORCASTINGMACHINE LEARNINGNUMERICAL AVALANCHE FORECASTING
Additional Information
KeyValue
Harvest Object Idd8e3e80a-61af-4fef-af89-e02269106162
Harvest Source Id8fc5dcf9-738c-468f-985c-d55347a92f88
Harvest Source TitleEnviDat
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