Publications 2020

Contributions to Books / Journals

Journal Article (Original Paper)
  • Lang, Moritz N.; Lerch, Sebastian; Mayr, Georg J.; Simon, Thorsten; Stauffer, R.; Zeileis, Achim (under review 2020): Remember the past: A comparison of time-adaptive training schemes for non-homogeneous regression.
    In: Nonlinear Processes in Geophysics. (DOI) (Web link)

Publications 2019

Contributions to Books / Journals

Journal Article (Original Paper)
  • Dietz, Sebastian J.; Kneringer, Philipp; Mayr, Georg J.; Zeileis, Achim (2019): Low visibility forecasts for different flight planning horizons using tree-based boosting models.
    In: Advances in Statistical Climatology, Meteorology and Oceanography 5/1, pp. 101 - 114. (DOI) (Web link)

  • Dietz, Sebastian; Kneringer, Philipp; Mayr, Georg; Zeileis, Achim (2019): Forecasting Low-Visibility Procedure States with Tree-Based Statistical Methods.
    In: Pure and Applied Geophysics 176/6, pp. 2631 - 2644. (URN) (DOI) (Web link)

  • Horak, J.; Hofer, M.; Maussion, F.; Gutmann, E.; Gohm, A.; Rotach, M. W.: (2019): Assessing the added value of the Intermediate Complexity Atmospheric Research (ICAR) model for precipitation in complex topography.
    In: Hydrology And Earth System Sciences 23, pp. 2715 - 2734. (DOI) (Web link)

  • Kneringer, Philipp; Dietz, Sebastian; Mayr, Georg J.; Zeileis, Achim (2019): Probabilistic Nowcasting of Low-Visibility Procedure States at Vienna International Airport During Cold Season.
    In: Pure and Applied Geophysics 176/5, pp. 2165 - 2177. (URN) (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)

Proceedings Article (Full Paper)
  • 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)

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

  • Lang, Moritz N.; Schlosser, Lisa; Hothorn, Torsten; Mayr, Georg J.; Stauffer, Reto; Zeileis, Achim (2019): Distributional Trees and Forests for Circular Data.
    In: Abstracts of the International Conference of the ERCIM Working Group on Computational and Methodological Statistics 2019. London: University of London. (Web link)

Publications 2018

Contributions to Books / Journals

Journal Article (Original Paper)
  • Deventer, M.J.; von der Heyden, L.; Lamprecht, C.; Graus, M.; Karl, T.; Held, A. (2018): Aerosol particles during the Innsbruck Air Quality Study (INNAQS): Fluxes of nucleation to accumulation mode particles in relation to selective urban tracers.
    In: Atmospheric Environment 190, pp. 376 - 388. (DOI)

  • von der Heyden, L.; Deventer, M. J.; Graus, M.; Karl, T.; Lamprecht, C.; Held, A. (2018): Aerosol particles during the Innsbruck Air Quality Study (INNAQS): The impact of transient fluxes on total aerosol number exchange.
    In: Atmospheric Environment 190, pp. 389 - 400. (DOI) (Web link)

  • Wendt, K.A.; Dublyansky, Y.V.; Moseley, G.E.; R Edwards, R.L.; Cheng, H.; Spötl, C. (2018): Moisture availability in the southwest United States over the last three glacial-interglacial cycles.
    In: Science Advances 4/10, No. eaau1375. (DOI) (Web link)

  • Wirbel, A.; Jarosch, A. H.; Nicholson, L. (2018): Modelling debris transport within glaciers by advection in a full-Stokes ice flow model.
    In: The Cryosphere 12/1, pp. 189 - 204. (DOI) (Web link)

Journal Article (Other)
  • Stöckl, S.; Rotach, M.W.; Kljun, N. (2018): Comment on: “Corrections to the Mathematical Formulation of a Backwards Lagrangian Particle Dispersion Model” by Gibson and Sailor (2012: Boundary-Layer Meteorology 145, 399–406).
    In: Boundary-Layer Meteorology 166/1, pp. 153 - 160. (URN) (DOI) (Web link)

Journal Article (Meeting-Abstract)
  • Kneringer, Philipp; Dietz, Sebastian; Mayr, Georg J.; Zeileis, Achim (2018): A Multinomial Regression Model with Nonlinear Effects for Probabilistic Low-Visibility Nowcasting.
    In: Geophysical Research Abstracts 20, EGU2018-10956-1. (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 20, EGU2018-6967. (Web link)

  • Wendt, K; Moseley, GE; Bourne, M; Dublyansky, Y; Edwards, RL; Cheng, H; Feinberg, J; Spötl, C (2018): 775,000 years of climate history from the southwest USA: revamping the Devils Hole cave record.
    In: Geophysical Research Abstracts 20, EGU2018-17477. (URN) (Web link)

Proceedings Article (Abstract)
  • Nicolussi, K.; Drescher-Schneider, R.; Dusch, M.; Le Roy, M.; Maussion, F.; Schlüchter, C.; Steiner, H. (2018): Following the retreating ice – new results on Holocene glacier variability in the Alps.
    In: 10th World Dendro Conference. Abstracts. 10.-15. Juni 2018, Thimphu, Bhutan. Cambridge: University of Cambridge., p. 39. (Web link)

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