Environmental Data: Weather, snowpack and danger ratings data for auto...

Keywords:
AVALANCHE
AVALANCHE DANGER LEVEL
AVALANCHE FORCASTING
MACHINE LEARNING
NUMERICAL AVALANCHE FORECASTING
Keywords:
AVALANCHE
AVALANCHE DANGER LEVEL
AVALANCHE FORCASTING
MACHINE LEARNING
NUMERICAL AVALANCHE FORECASTING

Description

Each set includes the meteorological variables (resampled 24-hour averages) and the profile variables extracted from the simulated profiles for each of the...

Citation

Pérez-Guillén, C., Techel, F., Hendrick, M., Volpi, M., van Herwijnen, A., Olevski, T., Obozinski, G., Pérez-Cruz, F., Schweizer, J. (2022). Weather, snowpack and danger ratings data for automated avalanche danger level predictions. EnviDat. https://www.doi.org/10.16904/envidat.330.

Resources

  • Data_weather_snowpack_danger_forecast

    This data 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 in the Swiss avalanche bulletin to the location of the weather station.

    Data_weather_snowpack_danger_forecast

  • Data_RF2_tidy

    This subset of data 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 quality-controlled danger ratings for dry-snow avalanche conditions forecast in Switzerland.

    Data_RF2_tidy