Publications 2023

Contributions to Books / Journals

Journal Article (Original Paper)

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  Morgenstern, D.; Stucke, I.; Mayr, G. J.; Zeileis, A.; Simon, T. (2023): Thunderstorm environments in Europe.
  In: Weather and Climate Dynamics 4/2, pp. 489 - 509. (DOI) (Web link)
  
  
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  Muschinski, Thomas; Mayr, Georg; Zeileis, Achim; Simon, Thorsten (2023): Robust Weather-Adaptive Postprocessing Using Model Output Statistics Random Forests.
  In: Nonlinear Processes in Geophysics 30/4, pp. 503 - 514. (DOI) (Web link)
  
  
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  Simon, T.; Mayr, G.; Morgenstern, D.; Umlauf, N.; Zeileis, A. (2023): Amplification of annual and diurnal cycles of alpine lightning.
  In: Climate Dynamics 61/9-10, pp. 4125 - 4137. (DOI) (Web link)
  
  
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  Stucke, Isabell; Morgenstern, Deborah; Diendorfer, Gerhard; Mayr, Georg J.; Pichler, Hannes; Schulz, Wolfgang; Simon, Thorsten; Zeileis, Achim (2023): Upward Lightning at the Gaisberg Tower: The Larger-Scale Meteorological Influence on the Triggering Mode and Flash Type.
  In: Journal of Geophysical Research: Atmospheres 128/10, No. e2022JD0377776. (DOI) (Web link)
  
  

Journal Article (Discussion-/Working Paper)

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  Morgenstern, Deborah; Stucke, Isabell; Mayr, Georg J.; Zeileis, Achim; Simon, Thorsten (2023): Thunderstorm Types in Europe.
  In: Weather and Climate Dynamic Discussions. (DOI) (Web link)
  
  

Proceedings Article (Abstract)

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  Ehrensperger, Gregor; Hell, Tobias; Mayr, Georg J.; Simon, Thorsten (2023): Evaluating the generalization ability of a deep learning model trained to detect cloud-to-ground lightning on raw ERA5 data.
  In: EGUsphere: EGU - General Assembly 2023 - Book of Abstracts. 23–28 April 2023, Wien. Göttingen: Copernicus., EGU23-15817. (DOI) (Web link)
  
  
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  Hell, Tobias; Ehrensperger, Gregor; Mayr, Georg J.; Simon, Thorsten (2023): Identifying Lightning Processes in ERA5 Soundings with Deep Learning.
  In: EGUsphere: EGU - General Assembly 2023 - Book of Abstracts. 23–28 April 2023, Wien. Göttingen: Copernicus., EGU23-16098. (DOI) (Web link)
  
  
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  Stauffer, Reto; Mayr, Georg J.; Zeileis, Achim (2023): Long-term foehn reconstruction combining unsupervised and supervised learning.
  In: Bergherr, Elisabeth; Groll, Andreas; Mayr, Andreas (Eds.): Proceedings of the 37th International Workshop on Statistical Modelling (IWS2023). 16.7. - 21.7.2023, Dortmund. Dortmund: Technische Universität Dortmund., ISBN 978-3-947323-42-5, pp. 628 - 631. (Web link)
  
  

Publications 2022

Contributions to Books / Journals

Journal Article (Original Paper)

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  Morgenstern, D.; Stucke, I.; Simon, T.; Mayr, G. J.; Zeileis, A. (2022): Differentiating lightning in winter and summer with characteristics of the wind field and mass field.
  In: Weather and Climate Dynamics 3/1, pp. 361 - 375. (DOI) (Web link)
  
  
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  Muschinski, Thomas; Lang, Moritz N.; Mayr, Georg J.; Messner, Jakob W.; Simon, Thorsten; Zeileis, Achim (2022): Predicting power ramps from joint distributions of future wind speeds.
  In: Wind Energy Science 7/6, pp. 2393 - 2405. (DOI) (Web link)
  
  
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  Simon, T.; Mayr, G. (2022): Lightning climatology for the eastern Alpine region on the kilometer scale with daily resolution. Ostalpine Blitzklimatologie auf der Kilometerskala in Tagesauflösung.
  In: E&I. Elektrotechnik und Informationstechnik 139, pp. 352 - 360. (DOI) (Web link)
  
  

Journal Article (Meeting-Abstract)

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  Simon, Thorsten; Mayr, Georg (2022): Daily-resolved lightning climatology of the eastern Alpine region at the kilometer scale.
  In: EMS Annual Meeting Abstracts 19, No. EMS2022-61. (DOI) (Web link)
  
  
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  Stucke, Isabell; Morgenstern, Deborah; Simon, Thorsten; Mayr, Georg J.; Zeileis, Achim (2022): Meteorological thunderstorm types in Europe.
  In: EMS Annual Meeting Abstracts 19, No. EMS2022-201. (DOI) (Web link)
  
  

Proceedings Article (Full Paper)

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  Stucke, Isabell; Morgenstern, Deborah; Diendorfer, Gerhard; Mayr, Georg J.; Pichler, Hannes; Schulz, Wolfgang; Simon, Thorsten; Zeileis, Achim (2022): Thunderstorm types and meteorological characteristics of upward lightning. 2022 36th International Conference on Lightning Protection (ICLP).
  In: 2022 36th International Conference on Lightning Protection (ICLP). 2-7 Oct. 2022, Cape Town, South Africa. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE)., ISBN 78-1-6654-9024-5, pp. 282 - 288. (DOI) (Web link)
  
  

Proceedings Article (Abstract)

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  Ehrensperger, Gregor; Simon, Thorsten; Hell, Tobias; Mayr, Georg (2022): Identifying Lightning Processes in ERA5 Soundings with Deep Learning.
  In: ECMWF Machine Learning Workshop. Abstracts. 29 March - 1 April, virtual. Reading, Bonn, Bologna: European Centre for Medium-Range Weather Forecasts (ECMWF)., online. (Web link)
  
  
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  Morgenstern, Deborah; Stucke, Isabell; Simon, Thorsten; Mayr, Georg J.; Zeileis, Achim (2022): Differentiating lightning in winter and summer with characteristics of wind field and mass field.
  In: EGUsphere: EGU - General Assembly 2022 - Book of Abstracts. 23.-27.05.2022, Wien. Göttingen: Copernicus., EGU22-824. (DOI) (Web link)
  
  
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  Muschinski, Thomas; Lang, Moritz N.; Mayr, Georg J.; Messner, Jakob W.; Simon, Thorsten; Zeileis, Achim (2022): Probabilistic power ramp forecasts using multivariate Gaussian regression.
  In: EGUsphere: EGU - General Assembly 2022 - Book of Abstracts. 23.-27.05.2022, Wien. Göttingen: Copernicus., No. EGU22-2176. (DOI) (Web link)
  
  
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  Simon, Thorsten; Mayr, Georg J.; Morgenstern, Deborah; Umlauf, Nikolaus; Zeileis, Achim (2022): Amplification of annual and diurnal cycles of alpine lightning over the past four decades.
  In: EGUsphere: EGU - General Assembly 2022 - Book of Abstracts. 23.-27.05.2022, Wien. Göttingen: Copernicus., EGU22-1314. (DOI) (Web link)
  
  
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  Stucke, Isabell; Morgenstern, Deborah; Simon, Thorsten; Mayr, Georg J.; Diendorfer, Gerhard; Schulz, Wolfgang; Pichler, Hannes; Zeileis, Achim (2022): Upward lightning at tall structures: Atmospheric drivers for trigger mechanisms and flash type.
  In: EGUsphere: EGU - General Assembly 2022 - Book of Abstracts. 23.-27.05.2022, Wien. Göttingen: Copernicus., No. EGU22-958. (DOI) (Web link)