severe-weather-dataset

Severe weather occurrences dataset used in "Unsupervised Severe Weather Detection Via Joint Representation Learning Over Textual and Weather Data"

Resources used:

• Flood occurrences from Wikipedia page: List of floods in Europe (Accessed version: This page was last edited on 10 February 2020, at 01:47 (UTC). Text is available under the Creative Commons Attribution-ShareAlike License)

• Hail occurrences from Wikipedia page: List of costly or deadly hailstorms (Accessed version: This page was last edited on 13 February 2020, at 16:20 (UTC). Text is available under the Creative Commons Attribution-ShareAlike License)

• Tornado occurrences from Wikipedia page: List of European tornadoes and tornado outbreaks (Accessed version: This page was last edited on 19 February 2020, at 10:45 (UTC). Text is available under the Creative Commons Attribution-ShareAlike License)

• Windstorm occurrences from Wikipedia page: List of European windstorms (Accessed version: This page was last edited on 10 February 2020, at 01:50 (UTC). Text is available under the Creative Commons Attribution-ShareAlike License)

• Lat/Long coordinates extracted from GeoNames (Licensing: This work is licensed under a Creative Commons Attribution 4.0 License.)

Additional Resources used to fill in some missing affected areas in Windstorm occurrences:

• Extreme Wind Storms Catalogue Site (Licensing: The data provided on this site can be used for research and commercial purposes under the Creative Commons CC BY 4.0)
• EU Publication: Background information on 11 storms selected for detailed analysis. Appendix 3, Publications Office of the EU, Published: 2013-07-05, Corporate authors: Directorate-General for Environment (European Commission) , EFIATLANTIC The Atlantic European Regional Office of the European Forest Institute
• Cyclone Quinten affected areas from Everipedia page Cyclone Quinten(Licensing: Everipedia's articles are licensed under a Creative Commons Attribution 4.0 International License.)

License

Severe weather occurrences dataset is available under Creative Commons Attribution-ShareAlike 3.0 License

Citation

If you use this dataset consider citing the original paper:

@inproceedings{Davvetas2020,
  author = {Athanasios Davvetas and Iraklis A. Klampanos},
  title  = {Unsupervised Severe Weather Detection Via Joint Representation Learning Over Textual and Weather Data},
  year   = {2020},
  booktitle = {CEUR Workshop Proceedings},
  volume = {2844},
  pages  = {83-87},
  url    = {http://ceur-ws.org/Vol-2844/ainst7.pdf}
}