Published January 14, 2022 | Version 2.0.0
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Differentiating lightning in winter and summer with characteristics of wind field and mass field: supplementary material

Description

Supplementary material for the paper "Differentiating lightning in winter and summer with characteristics of wind-field and mass-field".

  • R code replicating the core analysis (clustering and principal component analysis).
  • A small representative data set.
  • A precise variable description.
  • Extended analysis for the whole year.

The R code is provided in two versions: A more reader-friendly html-version and as normal r-script.

Notes

Funding: Austrian Research Promotion Agency (FFG), project no. 872656

Files

morgenstern2021-fig02_wholeYear.pdf

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Additional details

Funding

FWF Austrian Science Fund
Multivariate Probabilistic Forecasting of Weather Using Joint Distributional Regression P 31836

References

  • Hersbach, H., Bell, B., Berrisford, P., Hirahara, S., Horányi, A., Muñoz-Sabater, J., Nicolas, J., Peubey, C., Radu, R., Schepers, D., Sim- mons, A., Soci, C., Abdalla, S., Abellan, X., Balsamo, G., Bechtold, P., Biavati, G., Bidlot, J., Bonavita, M., De Chiara, G., Dahlgren, P., Dee, D., Diamantakis, M., Dragani, R., Flemming, J., Forbes, R., Fuentes, M., Geer, A., Haimberger, L., Healy, S., Hogan, R. J., Hólm, E., Janisková, M., Keeley, S., Laloyaux, P., Lopez, P., Lupu, C., Radnoti, G., de Rosnay, P., Rozum, I., Vamborg, F., Vil- laume, S., and Thépaut, J.-N.: The ERA5 Global Reanalysis, Quarterly Journal of the Royal Meteorological Society, 146, 1999–2049, https://doi.org/10.1002/qj.3803, accessed 2021-04-12, 2020.
  • Schulz, W., Diendorfer, G., Pedeboy, S., and Poelman, D. R.: The European Lightning Location System EUCLID - Part 1: Performance Analysis and Validation, Natural Hazards and Earth System Sciences, 16, 595–605, https://doi.org/10.5194/nhess-16-595-2016, accessed 2020-02-19, 2016.
  • Poelman, D. R., Schulz, W., Diendorfer, G., and Bernardi, M.: The European Lightning Location System EUCLID - Part 2: Observations, Natural Hazards and Earth System Sciences, 16, 607–616, https://doi.org/10.5194/nhess-16-607-2016, accessed 2020-02-19, 2016.