Environmental Data: Data-set for prediction of natural dry-snow avalan...

Description

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.:...

Citation

Mayer, S., Techel, F. (2023). Data-set for prediction of natural dry-snow avalanche activity and avalanche size using physics-based snowpack simulations. EnviDat. https://www.doi.org/10.16904/envidat.425.

Resources

• dataForAvalancheDayModelDevelopment.csv

  Data set AV1 was used for training the avalanche-day classifier (Sections 2.1.1, 2.2, and 3.1 in Mayer et al.).

  dataForAvalancheDayModelDevelopment.csv

• dataForAvalancheSizeModelDevelopment.csv

  Data set AV2 used for training the avalanche-size estimator (Sections 2.1.2 and 3.2 in Mayer et al.)

  dataForAvalancheSizeModelDevelopment.csv

• dataForValidationWithDangerLevels.csv

  Data set DL was used for validation of the avalanche-day classifier and the avalanche-size estimator. The data set contains the quality-checked danger levels merged with the respective SNOWPACK simulations (Sections 2.3 and 3.3(2) in Mayer et al.).

  dataForValidationWithDangerLevels.csv

• dataForValidationDavos.csv

  Data set AV3 was used for validation of the avalanche-day classifier (Sections 2.1.3 and 3.3(1) in Mayer et al.).

  dataForValidationDavos.csv