Environmental Data: Weather, snowpack and avalanche occurrence data fo...

Keywords:
AVALANCHE
AVALANCHE FORCASTING
MACHINE LEARNING
NUMERICAL AVALANCHE FORECASTING
WET-SNOW AVALANCHE
Keywords:
AVALANCHE
AVALANCHE FORCASTING
MACHINE LEARNING
NUMERICAL AVALANCHE FORECASTING
WET-SNOW AVALANCHE

Description

Datasets used to implement the wet-snow avalanche activity model presented in the article: Hendrick, M., Techel, F., Volpi, M., Olevski, T., Pérez-Guill...

Citation

Hendrick, M., Techel, F., Volpi, M., Olevski, T., Perez, C., van Herwijnen, A., Schweizer, J. (2023). Weather, snowpack and avalanche occurrence data for automated prediction of wet-snow avalanche activity. EnviDat. https://www.doi.org/10.16904/envidat.384.

Resources

  • dataset1

    This dataset contains input and target data for winters before September 2020. Dataset1 was used for training model RF12.

    dataset1

  • dataset2

    This dataset contains input and target data for winter 2020-2021. Dataset2 was used for training model RF12.

    dataset2

  • dataset3_nowcast

    This dataset contains nowcast input and target data for winter 2021-2022. This dataset is the nowcast test set for RF12. The column RF12_AvD_proba is the predicted probability for wet-snow avalanche day provided by the RF12 model.

    dataset3_nowcast

  • dataset3_forecast

    This dataset contains forecast input and target data for winter 2021-2022. This dataset is the forecast test set for RF12. The column RF12_AvD_proba is the predicted probability for wet-snow avalanche day provided by the RF12 model.

    dataset3_forecast

  • read_me

    Features description

    read_me