Weather, snowpack and avalanche occurrence data for automated prediction of wet-snow avalanche activity

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., Schweizer, J. (2023). Automated prediction of wet-snow avalanche activity in the Swiss Alps. Journal of Glaciology, under review

Each dataset includes the input variables (weather and snowpack features) and the target variable (wet-snow avalanche day or not) used to build the model. Additionally, Dataset3_nowcast and Dataset3_forecast contain the predictions provided by the RF12 model.

All input variables are described in the Appendix of the article and also in the read_me file. Further information on SNOWPACK variables is also available at https://models.slf.ch/p/snowpack/ .

Data and Resources

Additional Info

Field Value
Source
Version 1.0
Author [{"affiliation": "WSL Institute for Snow and Avalanche Research SLF", "affiliation_02": "", "affiliation_03": "", "data_credit": ["curation", "software", "publication"], "email": "[email protected]", "given_name": "Martin", "identifier": "", "name": "Hendrick"}, {"affiliation": "WSL Institute for Snow and Avalanche Research SLF", "affiliation_02": "", "affiliation_03": "", "data_credit": ["curation", "software", "publication"], "email": "[email protected]", "given_name": "Frank", "identifier": "0000-0001-5686-6127", "name": "Techel"}, {"affiliation": "Swiss Data Science Center", "affiliation_02": "", "affiliation_03": "", "data_credit": ["curation", "software", "publication"], "email": "[email protected]", "given_name": "Michele", "identifier": "", "name": "Volpi"}, {"affiliation": "Swiss Data Science Center", "affiliation_02": "", "affiliation_03": "", "data_credit": ["software", "publication"], "email": "[email protected]", "given_name": "Tasko", "identifier": "", "name": "Olevski"}, {"affiliation": "WSL Institute for Snow and Avalanche Research SLF", "affiliation_02": "", "affiliation_03": "", "data_credit": ["curation", "software", "publication"], "email": "[email protected]", "given_name": "Cristina", "identifier": "", "name": "Perez"}, {"affiliation": "WSL Institute for Snow and Avalanche Research SLF", "affiliation_02": "", "affiliation_03": "", "data_credit": ["publication", "supervision"], "email": "[email protected]", "given_name": "Alec", "identifier": "0000-0001-5637-6486", "name": "van Herwijnen"}, {"affiliation": "WSL Institute for Snow and Avalanche Research SLF", "affiliation_02": "", "affiliation_03": "", "data_credit": ["publication", "supervision"], "email": "[email protected]", "given_name": "J\u00fcrg", "identifier": "0000-0001-5076-2968", "name": "Schweizer"}]
Author Email
Maintainer {"affiliation": "WSL Institute for Snow and Avalanche Research SLF", "email": "[email protected]", "given_name": "Martin", "identifier": "", "name": "Hendrick"}
Maintainer Email
Shared (this field will be removed in the future) Open
IB1 Sensitivity Class
IB1 Trust Framework
IB1 Dataset Assurance
IB1 Trust Framework
harvest_object_id 9886344c-263e-4f85-832c-37ec5174e9ca
harvest_source_id 8fc5dcf9-738c-468f-985c-d55347a92f88
harvest_source_title EnviDat