Projects

Publications

Contributions to Books / Journals

Journal Article (Original Paper)
  • Lang, Moritz N.; Lerch, Sebastian; Mayr, Georg J.; Simon, Thorsten; Stauffer, Reto; Zeileis, Achim (2020): Remember the Past: A Comparison of Time-Adaptive Training Schemes for Non-Homogeneous Regression.
    In: Nonlinear Processes in Geophysics 27/1, pp. 23 - 34. (DOI) (Web link)

  • Lang, Moritz N.; Schlosser, Lisa; Hothorn, Torsten; Mayr, Georg J.; Stauffer, Reto; Zeileis, Achim (2020): Circular Regression Trees and Forests with an Application to Probabilistic Wind Direction Forecasting.
    In: Journal of the Royal Statistical Society, Series C: Applied Statistics 69/5, pp. 1357 - 1374. (DOI) (Web link)

  • Gebetsberger, Manuel; Stauffer, Reto; Mayr, Georg J.; Zeileis, Achim (2019): Skewed Logistic Distribution for Statistical Temperature Post-Processing in Mountainous Areas.
    In: Advances in Statistical Climatology, Meteorology and Oceanography 5/1, pp. 87 - 100. (DOI) (Web link)

  • Lang, Moritz N.; Mayr, Georg J.; Stauffer, Reto; Zeileis, Achim (2019): Bivariate Gaussian Models for Wind Vectors in a Distributional Regression Framework.
    In: Advances in Statistical Climatology, Meteorology and Oceanography 5/2, pp. 115 - 132. (DOI) (Web link)

  • Stauffer, Reto; Mayr, Georg; Messner, Jakob; Zeileis, Achim (2018): Hourly Probabilistic Snow Forecasts over Complex Terrain: A Hybrid Ensemble Postprocessing Approach.
    In: Advances in Statistical Climatology, Meteorology and Oceanography 4, pp. 65 - 86. (DOI) (Web link)

  • Stauffer, R.; Umlauf, N.; Messner, J. W.; Mayr, G. J.; Zeileis, A. (2017): Ensemble Postprocessing of Daily Precipitation Sums over Complex Terrain Using Censored High-Resolution Standardized Anomalies.
    In: Monthly Weather Review 145/3, pp. 955 - 969. (DOI) (Web link)

  • Stauffer, Reto; Messner, J.W.; Mayr, G. J.; Umlauf, Nikolaus; Zeileis, Achim (2017): Spatio-temporal precipitation climatology over complex terrain using a censored additive regression model.
    In: International Journal Of Climatology 37/7, pp. 3264 - 3275. (DOI)

  • Stauffer, R.; Mayr, G. J.; Dabernig, M.; Zeileis, A. (2015): Somewhere over the rainbow: How to make effective use of colors in meteorological visualizations.
    In: Bulletin Of The American Meteorological Society 96/2, pp. 203 - 216. (DOI)

  • Drechsel, S.; Mayr, G. J.; Messner, J. W.; Stauffer, R. (2012): Wind Speeds at Heights Crucial for Wind Energy: Measurements and Verification of Forecasts.
    In: Journal of Applied Meteorology and Climatology 51/9, pp. 1602 - 1617. (DOI)

Journal Article (Discussion-/Working Paper)
  • Lang, Moritz N.; Lerch, Sebastian; Mayr, Georg J.; Stauffer, Reto; Zeileis, Achim (2019): Remember the Past: A Comparison of Time-Adaptive Training Schemes for Non-Homogeneous Regression.
    In: Nonlinear Processes in Geophysics Discussions, online. (DOI) (Web link)

  • Gebetsberger, Manuel; Stauffer, Reto; Mayr, Georg J.; Zeileis, Achim (2018): Skewed Logistic Distribution for Statistical Temperature Post-Processing in Mountainous Areas.
    In: Working Papers in Economics and Statistics - University of Innsbruck 2018-06, elektronisch. (Web link)

  • Stauffer, Reto; Mayr, Georg J.; Messner, Jakob W.; Zeileis, Achim (2018): Hourly Probabilistic Snow Forecasts over Complex Terrain: A Hybrid Ensemble Postprocessing Approach.
    In: Working Papers in Economics and Statistics - University of Innsbruck 2018-05, elektronisch. (Web link)

  • Stauffer, R.; Messner, J. W.; Mayr, G. J.; Umlauf, N.; Zeileis, A. (2016): Spatio-Temporal Precipitation Climatology over Complex Terrain Using a Censored Additive Regression Model.
    In: Working Papers in Economics and Statistics - University of Innsbruck, No. 2016-07. (Web link)

Journal Article (Other)
  • Gisinger, S.; Mayr, G. J.; Messner, J. W.; Stauffer, R. (2013): Brief communication "Spatial and temporal variation of wind power at hub height over Europe".
    In: Nonlinear Processes in Geophysics 20, pp. 305 - 310. (DOI)

Journal Article (Meeting-Abstract)
  • Lang, Moritz N.; Mayr, Georg J.; Stauffer, Reto; Zeileis, Achim (2019): Bivariate Gaussian Models for Wind Vectors in a Distributional Regression Framework.
    In: Geophysical Research Abstracts. EGU General Assembly 21, EGU2019-1444. (Web link)

  • Lang, Moritz; Stauffer, Reto; Zeileis, Achim; Mayr, Georg J. (2018): Probabilistic Nowcasting of Wind Speeds at Vienna International Airport.
    In: Geophysical Research Abstracts. EGU General Assembly 20, EGU2018-6967. (Web link)

Proceedings Article (Full Paper)
  • Lang, M.N.; Mayr, G.J.; Schlosser, L.; Simon, T.; Stauffer, R.; Zeileis, A (2020): Multivariate distributional regression forestsfor probabilistic nowcasting of wind profiles.
    In: Irigoyen Garbizu, Itziar; Lee, Dae-Ji; Martínez-Minaya, Joaquín; Rodríguez-Álvarez, María Xosé: Proceedings of the 35th International Workshop on Statistical Modelling : July 20- 24, 2020 Bilbao, Basque Country, Spain. Bilbao: Servicio Editorial de la Universidad del País Vasco., ISBN 978-84-1319-267-3, pp. 142 - 147. (Web link)

  • Lang, Moritz N.; Mayr, Georg J.; Stauffer, Reto; Zeileis, Achim (2019): Correlation Effects in a Bivariate Gaussian Regression Model for Wind Vectors.
    In: Proceedings of the 34th International Workshop on Statistical Modelling. 7th-12th July 2019, Guimarães, Portugal. Statistical Modelling Society., Vol. II, pp. 58 - 61. (Web link)

  • Schlosser, Lisa; Lang, Moritz N.; Hothorn, Torsten; Mayr, Georg J.; Stauffer, Reto; Zeileis, Achim (2019): Distributional Trees for Circular Data.
    In: Proceedings of the 34th International Workshop on Statistical Modelling. 7th-12th July 2019, Guimarães, Portugal. Statistical Modelling Society., Vol. I, pp. 226 - 231. (Web link)

  • Stauffer, R.; Umlauf, Nikolaus; Messner, Jakob W.; Mayr, Georg J.; Zeileis, Achim (2016): Ensemble Post-Processing over Complex Terrain Using High-Resolution Anomalies.
    In: Dupuy, J-F; Josse, J: Proceedings of the 31st International Workshop on Statistical Modelling - Volume 2. Rennes: Institut National des Sciences Appliquees Rennes., pp. 141 - 144. (Web link)

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