4 datasets found

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

    EnviDat: the Environmental Data Portal
    Education, culture and sport

    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...

    Last updated: April 13, 2023

    • SERVICE
    • CSV
    • numerical-avalanche-forecasting
    • machine-learning
    • avalanche-danger-level
    • avalanche-forcasting
    • avalanche
  • Data-set for prediction of natural dry-snow avalanche activity and avalanche size using physics-based snowpack simulations

    EnviDat: the Environmental Data Portal
    Education, culture and sport

    The data set contained in this repository was used in the analysis by Mayer et al. (2023): Mayer, S. I., Techel, F., Schweizer, J., and van Herwijnen, A.: Prediction of natural...

    Last updated: August 2, 2023

    • XLS
    • snowpack-model
    • natural-avalanches
    • machine-learning
    • avalanche
    • avalanche-size
  • Automatic Classification of Avalanches

    EnviDat: the Environmental Data Portal
    Education, culture and sport

    This dataset contains the classification and localization results obtained during the automatic classification of avalanches during the winter season 2017.

    Last updated: November 3, 2019

    • SERVICE
    • avalanche
    • machine-learning
    • seismic
    • monitoring
    • localization
  • Weather, snowpack and avalanche occurrence data for automated prediction of wet-snow avalanche activity

    EnviDat: the Environmental Data Portal
    Education, culture and sport

    Datasets used to implement the wet-snow avalanche activity model presented in the article:

    Hendrick, M., Techel, F., Volpi, M., Olevski, T., Pérez-Guillén, C., van Herwijnen, A.,...

    Last updated: March 18, 2023

    • XLS
    • CSV
    • avalanche
    • avalanche-forcasting
    • machine-learning
    • wet-snow-avalanche
    • numerical-avalanche-forecasting