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