Department of Atmospheric and Cryospheric Sciences (ACINN)

Publications

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; Mayr, Georg J.; Simon, Thorsten; Umlauf, Nikolaus; Zeileis, Achim (online first): Cholesky-based multivariate Gaussian regression.
  In: Econometrics and Statistics. (DOI) (Web link)
  
  
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  Simon, T.; Mayr, G. (2022 online): 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. (DOI) (Web link)
  
  
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  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)
  
  
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  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)
  
  
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  Schoenach, David; Simon, Thorsten; Mayr, Georg J. (2020): Postprocessing ensmble forecasts of vertical temperature profiles.
  In: Advances in Statistical Climatology, Meteorology and Oceanography 6/1, pp. 45 - 60. (DOI) (Web link)
  
  
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  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)
  
  
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  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. (Full-text) (DOI) (Web link)
  
  
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  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)
  
  
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  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. (Full-text) (DOI) (Web link)
  
  
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  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)
  
  
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  Mallaun, C.; Giez, A.; Mayr, G.; Rotach, M. (2019): Subsiding shells and the distribution of up- and downdraughts in warm cumulus clouds over land.
  In: Atmospheric Chemistry and Physics 19/15, pp. 9769 - 9786. (DOI) (Web link)
  
  
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  Simon, Thorsten; Mayr, Georg; Umlauf, Nikolaus; Zeileis, Achim (2019): NWP-based lightning prediction using flexible count data regression.
  In: Advances in Statistical Climatology, Meteorology and Oceanography 5/1, pp. 1 - 16. (DOI) (Web link)
  
  
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  Gebetsberger, Manuel; Messner, Jakob; Mayr, Georg; Zeileis, Achim (2018): Estimation Methods for Nonhomogeneous Regression Models: Minimum Continuous Ranked Probability Score versus Maximum Likelihood.
  In: Monthly Weather Review 146/12, pp. 4323 - 4338. (DOI) (Web link)
  
  
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  Langhamer, Lukas; Sauter, Tobias; Mayr, Georg J. (2018): Lagrangian Detection of Moisture Sources for the Southern Patagonia Icefield (1979–2017).
  In: Frontiers in Earth Science 6, No. 219. (Full-text) (DOI) (Web link)
  
  
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  Mayr, G.; Plavcan, D.; Armi, L.; Elvidge, A.; Grisogono, B.; Horvath, K.; Jachson, P.; Neururer, A.; Seibert, P.; Steenburgh, J.W.; Stiperski, I.; Sturman, A.; Vecenaj, Z; Vergeiner, J.; Vosper, S.; Zängl, G. (2018): The Community Foehn Classification Experiment.
  In: Bulletin Of The American Meteorological Society November 2018, pp. 2229 - 2235. (DOI) (Web link)
  
  
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  Simon, Thorsten; Fabsic, Peter; Mayr, Georg J.; Umlauf, Nikolaus; Zeileis, Achim (2018): Probabilisitc Forecasting of Thunderstorms in the Eastern Alps.
  In: Monthly Weather Review 146/9, pp. 2999 - 3009. (DOI) (Web link)
  
  
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  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)
  
  
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  Vullers, J; Mayr, GJ; Corsmeier, U; Kottmeier, C (2018): Characteristics and evolution of diurnal foehn events in the Dead Sea valley.
  In: Atmospheric Chemistry and Physics 18/24, pp. 18169 - 18186. (DOI)
  
  
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  Dabernig, M.; Mayr, G. J.; Messner, J. W.; Zeileis, A. (2017): Simultaneous Ensemble Post-Processing for Multiple Lead Times with Standardized Anomalies.
  In: Monthly Weather Review 145, pp. 2523 - 2531. (DOI)
  
  
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  Dabernig, Markus; Mayr, Georg J.; Messner, Jakob W.; Zeileis, Achim (2017): Spatial Ensemble Post-Processing with Standardized Anomalies.
  In: Quarterly Journal of the Royal Meteorological Society 143/703, pp. 909 - 916. (DOI) (Web link)
  
  
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  Gebetsberger, Manuel; Messner, Jakob W.; Mayr, Georg J.; Zeileis, Achim (2017): Fine-tuning non-homogeneous regression for probabilistic precipitation forecasts: Unanimous predictions, heavy tails, and link functions.
  In: Monthly Weather Review 145/11, pp. 4693 - 4708. (DOI) (Web link)
  
  
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  Messner, J. W.; Mayr, G. J.; Zeileis, Achim (2017): Nonhomogeneous Boosting for Predictor Selection in Ensemble Postprocessing.
  In: Monthly Weather Review 145/1, pp. 137 - 147. (DOI)
  
  
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  Simon, Thorsten; Umlauf, Nikolaus; Zeileis, Achim; Mayr, Georg J.; Schulz, Wolfgang; Diendorfer, Gerhard (2017): Spatio-temporal modelling of lightning climatologies for complex terrain.
  In: Natural Hazards and Earth System Sciences 17/3, pp. 305 - 314. (DOI)
  
  
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  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)
  
  
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  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)
  
  
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  Messner, J. W.; Mayr, G. J.; Zeileis, A. (2016): Heteroscedastic Censored and Truncated Regression with crch.
  In: The R Journal 8/1, pp. 173 - 181. (Web link)
  
  
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  Armi, Laurence; Mayr, Georg J. (2015): Virtual and Real Topography for Flows across Mountain Ranges.
  In: Journal of Applied Meteorology and Climatology 54, pp. 723 - 731. (DOI) (Web link)
  
  
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  Dabernig, Markus; Mayr, Georg J.; Messner, Jakob W. (2015): Predicting Wind Power with Reforecasts.
  In: Weather And Forecasting 30/6, pp. 1655 - 1662. (DOI)
  
  
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  Oesterle, F.; Ostermann, Simon; Prodan, Radu; Mayr, G.J (2015): Experiences with distributed computing for meteorological applications: grid computing and cloud computing.
  In: Geoscientific Model Development 8, pp. 2067 - 2078. (DOI) (Web link)
  
  
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  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)
  
  
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  Messner, J. W.; Zeileis, A.; Broecker, J.; Mayr, G. J. (2014): Probabilistic Wind Power Forecasts with an Inverse Power Curve Transformation and Censored Regression.
  In: Wind Energy 17/11, pp. 1753 - 1766. (DOI)
  
  
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  Messner, Jakob; Mayr, Georg J.; Wilks, Daniel S.; Zeileis, Achim (2014): Extending Extended Logistic Regression: Extended versus Separate versus Ordered versus Censored.
  In: Monthly Weather Review 142, pp. 3003 - 3014. (DOI) (Web link)
  
  
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  Messner, Jakob W.; Mayr, Georg J.; Zeileis, Achim; Wilks, Daniel S. (2014): Heteroscedastic Extended Logistic Regression for Postprocessing of Ensemble Guidance.
  In: Monthly Weather Review 142, pp. 448 - 456. (DOI) (Web link)
  
  
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  Plavcan, David; Mayr, Georg. J.; Zeileis, Achim (2014): Automatic and Probabilistic Foehn Diagnosis with a Statistical Mixture Model.
  In: Journal of Applied Meteorology and Climatology 53, pp. 652 - 659. (DOI) (Web link)
  
  
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  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)
  
  
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  Umlauf, Nikolaus; Mayr, Georg; Messner, Jakob; Zeileis, Achim (2012): Why Does It Always Rain on Me? A Spatio-Temporal Analysis of Precipitation in Austria.
  In: Austrian Journal of Statistics 41/1, pp. 81 - 92. (Web link)
  
  
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  Armi, Laurence; Mayr, Georg (2011): The Descending Stratified Flow and Internal Hydraulic Jump in the Lee of the Sierras.
  In: Journal of Applied Meteorology and Climatology 50/10, pp. 1995 - 2011. (DOI) (Web link)
  
  
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  Draxl, C.; Mayr, G. J. (2011): Meteorological wind energy potential in the Alps using ERA40 and wind measurement sites in the Tyrolean Alps.
  In: Wind Energy 14/4, pp. 471 - 489. (DOI)
  
  
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  Messner, J. W.; Mayr, G. J. (2011): Probabilistic Forecasts using Analogs in the idealized Lorenz96 setting.
  In: Monthly Weather Review 139/6, pp. 1960 - 1971. (DOI)
  
  
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  Drechsel, S.; Mayr, G. J.; Chong, M.; Chow, F. K. (2010): Volume Scanning Strategies for 3D Wind Retrieval from Dual-Doppler Lidar Measurements.
  In: Journal Of Atmospheric And Oceanic Technology 27, pp. 1881 - 1892. (DOI)
  
  
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  Gohm, A.; Mayr, G. J.; Darby, L. S.; Banta, R. M. (2010): Evolution and structure of a cold front in an alpine valley as revealed by a Doppler lidar.
  In: Quarterly Journal of the Royal Meteorological Society 136/649, pp. 962 - 977. (DOI)
  
  
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  Hill, M.; Calhoun, R.; Fernando, H.; Wieser, A.; Dörnbrack, A.; Weissmann, M.; Mayr, G.; Newsorn, R. (2010): Coplanar Doppler Lidar Retrieval of Rotors from T-REX.
  In: Journal of the Atmospheric Sciences 67/3, pp. 713 - 729. (DOI) (Web link)
  
  
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  Mayr, G. J.; Armi, L. (2010): The influence of downstream diurnal heating on the descent of flow across the Sierras.
  In: Journal of Applied Meteorology and Climatology 49/9, pp. 1906 - 1912. (DOI)
  
  
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  Drechsel, Susanne; Chong, Michel; Mayr, Georg; Weissman, Martin; Calhoun, Ronald; Dörnbrack, Andreas (2009): Three-Dimensional Wind Retrieval: Application of MUSCAT to Dual-Doppler Lidar.
  In: Journal Of Atmospheric And Oceanic Technology 26/3, pp. 635 - 646. (DOI)
  
  
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  Drechsel, S.; Mayr, G.J. (2008): Objective Forecasting of Foehn Winds for a Subgrid-Scale Alpine Valley.
  In: Weather And Forecasting 23/DOI: 10.1175/2007WAF2006021.1, pp. 205 - 218.
  
  
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  Gohm, A.; Mayr, G.J.; Fix, A.; Giez, A. (2008): On the onset of bora and the formation of rotors and jumps near a mountain gap.
  In: Quarterly Journal of the Royal Meteorological Society 134, pp. 21 - 46.
  
  
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  Raab, Thomas; Mayr, Georg (2008): Hydraulic Interpretation of the Footprints of Sierra Nevada Windstorms Tracked with an Automobilie Measurement System.
  In: Journal of Applied Meteorology and Climatology 47/10, pp. 2581 - 2599.
  
  
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  Armi, L.; Mayr, G. J. (2007): Stratified flow across an alpine crest with a pass: Shallow and deep flows.
  In: Quarterly Journal of the Royal Meteorological Society 133/623, pp. 459 - 477.
  
  
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  Mayr, G.J.; Armi, L.; Gohm, A.; Zängl, G.; Durran, D.R.; Flamant, C.; Gaberek, S.; Mobbs, S.; Ross, A.; Weissmann, M. (2007): Gap flows: Results from the Mesoscale Alpine Programme.
  In: Quarterly Journal of the Royal Meteorological Society 133/625, pp. 881 - 896. (DOI) (Web link)
  
  
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  Gohm, A.; Mayr, G. J. (2005): On the bora breakthrough near a mountain GAP.
  In: Croatian Meteorological Journal 40, pp. 217 - 220.
  
  
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  Mayr, G. J. (2005): Gap flows - our state of knowledge at the end of MAP.
  In: Croatian Meteorological Journal 40, pp. 6 - 10.
  
  
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  Weissmann, M; Braun, F.; Gantner, L.; Mayr, GJ; Rahm, S.; Reitebuch, O. (2005): The Alpine mountain-plain circulation: Airborne Doppler lidar measurements and numerical simulations.
  In: Monthly Weather Review 133/11, pp. 3095 - 3109.
  
  
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  Gohm, A.; Mayr, G.J. (2004): Hydraulic aspects of föhn winds in an Alpine valley.
  In: Quarterly Journal of the Royal Meteorological Society 130, pp. 449 - 480.
  
  
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  Gohm, A.; Mayr, G.J.; Zängl, G. (2004): South foehn in the Wipp Valley on 24 October 1999 (MAP IOP 10): Verification of high-resolution numerical simulations with observations.
  In: Monthly Weather Review 132, pp. 78 - 102.
  
  
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  MAYR, GJ.; BERTRAM, I. (2004): Lightning in the eastern Alps 1993-1999, part I: Thunderstorm tracks.
  In: Natural Hazards 4, pp. 501 - 511.
  
  
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  MAYR, GJ.; GOHM, A.; ARMI, L.; ARNOLD, S.; BANTA, RM.; DARBY, LS.; DURRAN, DD.; FLAMANT, C.; GABERSEK, S.; MAYR, R.; MOBBS, S.; NANCE, LB.; VERGEINER, I.; VERGEINER, J.; WHITEMAN, CD. (2004): Gap flow measurements during the Mesoscale Alpine Programme.
  In: Meteorology And Atmospheric Physics 86, pp. 99 - 119.
  
  
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  GOHM, A.; MAYR, GJ. (2002): Applying Single-Layer Shallow-Water Theory To Gap Flows In The Brenner Pass Region.
  In: MATERIALS RESEARCH SOCIETY SYMPOSIUM PROCEEDINGS, pp. 323 - 325.
  
  
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  MAYR, GJ.; VERGEINER, J.; GOHM, A. (2002): An Automobile Platform For The Measurement Of Foehn And Gap Flows.
  In: Journal Of Atmospheric And Oceanic Technology 19, p. 1545.
  
  
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  WEISSMANN, M.; BANTA, R.; MAYR, G.; GOHM, A.; NANCE, L. (2002): Temporal Evolution And Structure Of Gap Flow In The Wipp Valley On 2 And 3 October 1999.
  In: MATERIALS RESEARCH SOCIETY SYMPOSIUM PROCEEDINGS, pp. 352 - 353.
  
  
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  BAUER, MH.; MAYR, GJ.; VERGEINER, I.; PICHLER, H. (2000): Strongly Nonlinear Flow Over And Around A 3-Dimensional Mountain As A Function Of The Horizontal Aspect Ratio.
  In: Journal of the Atmospheric Sciences 57, p. 3971.
  
  
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  HOFINGER, S.; MAYR, GJ.; DREISEITL, E.; KUHN, M. (2000): Fine-Scale Observations Of Summertime Precipitation In An Intra-Alpine Region.
  In: Meteorology And Atmospheric Physics 72, p. 175.
  
  
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  MAYR, GJ.; GOHM, A. (2000): 2d Air-Flow Over A Double Bell-Shaped Mountain.
  In: Meteorology And Atmospheric Physics 72, p. 13.
  
  

Journal Article (Discussion-/Working Paper)

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  Muschinski, Thomas; Lang, Moritz N.; Mayr, Georg J.; Messner, Jakob W.; Simon, Thorsten; Zeileis, Achim (in review): Predicting power ramps from joint distributions of future wind speeds.
  In: Wind Energy Science, p. wes-2022-48. (DOI) (Web link)
  
  
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  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)
  
  
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  Dietz, Sebastian; Kneringer, Philipp; Mayr, Georg; Zeileis, Achim (2018): Low visibility forecasts for different flight planning horizons using tree-based boosting models.
  In: Working Papers in Economics and Statistics - University of Innsbruck 2018-11, elektronisch. (Web link)
  
  
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  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)
  
  
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  Simon, Thorsten; Mayr, Georg; Umlauf, Nikolaus; Zeileis, Achim (2018): Lightning Prediction Using Model Output Statistics.
  In: Working Papers in Economics and Statistics - University of Innsbruck 2018-14. (Web link)
  
  
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  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)
  
  
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  Dietz, Sebastian J.; Kneringer, Philipp; Mayr, Georg J.; Zeileis, Achim (2017): Forecasting Low-Visibility Procedure States with Tree-Based Statistical Methods.
  In: Working Papers in Economics and Statistics - University of Innsbruck 2017-22, elektronisch. (Web link)
  
  
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  Gebetsberger, Manuel; Messner, Jakob; Mayr, Georg; Zeileis, Achim (2017): Estimation methods for non-homogeneous regression models: Minimum continuous ranked probability score vs. maximum likelihood.
  In: Working Papers in Economics and Statistics - University of Innsbruck 2017-23, elektronisch. (Web link)
  
  
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  Kneringer, Philipp; Dietz, Sebastian; Mayr, Georg J.; Zeileis, Achim (2017): Probabilistic nowcasting of low-visibility procedure states at Vienna International Airport during cold season.
  In: Working Papers in Economics and Statistics - University of Innsbruck 2017-21, elektronisch. (Web link)
  
  
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  Simon, Thorsten; Fabsic, Peter; Mayr, Georg; Umlauf, Nikolaus; Zeileis, Achim (2017): Probabilistic forecasting of thunderstorms in the Eastern Alps.
  In: Working Papers in Economics and Statistics - University of Innsbruck 2017-25, elektronisch. (Web link)
  
  
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  Dabernig, M.; Mayr, G. J.; Messner, J. W.; Zeileis, A. (2016): Spatial Ensemble Post-Processing with Standardized Anomalies.
  In: Working Papers in Economics and Statistics - University of Innsbruck, No. 2016-08. (Web link)
  
  
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  Gebetsberger, M.; Messner, J. W.; Mayr, G. J.; Zeileis, A. (2016): Tricks for improving non-homogeneous regression for probabilistic precipitation forecasts: Perfect predictions, heavy tails, and link functions.
  In: Working Papers in Economics and Statistics - University of Innsbruck 2016-28, elektronisch. (Web link)
  
  
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  Messner, J. W.; Mayr, G. J.; Zeileis, A. (2016): Non-homogeneous boosting for predictor selection in ensemble post-processing.
  In: Working Papers in Economics and Statistics - University of Innsbruck, No. 2016-04. (Web link)
  
  
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  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)

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  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)

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  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)
  
  
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  Dabernig, Markus; Mayr, Georg J.; Messner, Jakob W.; Simon, Torsten; Zeileis, Achim (2018): Simultaneous Ensemble Post-Processing for Multiple Seasons and Lead Times with GAMLSS.
  In: Geophysical Research Abstracts. EGU General Assembly 20, EGU2018-12281. (Web link)
  
  
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  Dietz, Sebastian; Kneringer, Philipp; Mayr, Georg J.; Zeileis, Achim (2018): Tree-Based Boosting Models for Low-Visibility Forecasts at Different Lead Times.
  In: Geophysical Research Abstracts. EGU General Assembly 20, EGU2018-12227. (Web link)
  
  
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  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. EGU General Assembly 20, EGU2018-10956-1. (Web link)
  
  
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  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)
  
  
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  Simon, Thorsten; Fabsic, Peter; Mayr, Georg J.; Umlauf, Nikolaus; Zeileis, Achim (2018): Probabilistic Forecasting of Thunderstorms in the Eastern Alps.
  In: Geophysical Research Abstracts. EGU General Assembly 20, EGU2018-1473. (Web link)
  
  
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  Dabernig, M.; Mayr, G. J.; Messner, J. W.; Zeileis, A. (2016): Spatial Ensemble Post-Processing with Standardized Anomalies.
  In: Geophysical Research Abstracts. EGU General Assembly 18, No. EGU2016-11814. (Web link)
  
  
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  Dietz, S.; Kneringer, P.; Mayr, G. J.; Zeileis, A. (2016): Forecasting Low-Visibility Conditions at Vienna Airport with Tree-Based Statistical Models.
  In: Geophysical Research Abstracts. EGU General Assembly 18, No. EGU2016-12729. (Web link)
  
  
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  Presser, M.; Messner, J. W.; Mayr, G. J.; Zeileis, A. (2016): Improving Non-Homogeneous Regression for Probabilistic Precipitation Forecasts.
  In: Geophysical Research Abstracts. EGU General Assembly 18, No. EGU2016-14459. (Web link)
  
  
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  Simon, T.; Mayr, G. J.; Umlauf, N.; Zeileis, A. (2016): Lightning Climatology with a Generalized Additive Model.
  In: Geophysical Research Abstracts. EGU General Assembly 18, No. EGU2016-12176. (Web link)
  
  
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  Schueller, Felix; Mayr, G.; Ostermann, S.; Janetschek, Matthias; Prodan, Radu (2013): The RainCloud project: providing finescale probabilistic forecasts of precipitation for avalanche warning using Cloud Computing.
  In: Advances in Science and Research 10, p. 372. (Web link)
  
  
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  Schueller, Felix; Ostermann, Simon; Janetschek, Matthias; Prodan, Radu; Mayr, Georg (2013): The RainCloud project: Harnessing Cloud Computing for a meteorological application at the Tyrolean Avalanche Service.
  In: Geophysical Research Abstracts. EGU General Assembly 15, p. 9710. (Web link)
  
  

Journal Article (Correction: Self-Correction)

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  Dietz, Sebastian; Kneringer, Philipp; Mayr, Georg; Zeileis, Achim (2019): Forecasting Low-Visibility Procedure States with Tree-Based Statistical Methods (vol 176, pg 2631, 2019).
  In: Pure and Applied Geophysics 176/6, pp. 2645 - 2658. (DOI)
  
  

Book Chapter (Original Paper)

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  Jackson, P.L.; Mayr, G.; Vosper, S. (2012): Dynamically-Driven Winds.
  In: Chow, F. K.; De Wekker, S. F. J.; Snyer, B. J. (Eds.): Mountain Weather Research and Forecasting. Recent Progress and Current Challenges. Dordrecht - Heidelberg - London - New York - Berlin: Springer., ISBN 978-94-007-4097-6, pp. 121 - 218. (DOI) (Web link)
  
  

Proceedings Article (Full Paper)

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  Lang, M.N.; Mayr, G.J.; Schlosser, L.; Simon, T.; Stauffer, R.; Zeileis, A (2020): Multivariate distributional regression forests for 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)
  
  
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  Muschinski, Thomas; Mayr, Georg J.; Simon, Thorsten; Zeileis, Achim (2020): Cholesky-Based Multivariate Gaussian Regression.
  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. 382 - 385.
  
  
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  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)
  
  
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  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)
  
  
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  Simon, Thorsten; Umlauf, Nikolaus; Mayr, Georg J.; Zeileis, Achim (2017): Boosting multivariate Gaussian models for probabilistic temperature forecasts.
  In: Grzegorczyk, M; Ceoldo, G: Proceedings of the 32nd International Workshop on Statistical Modelling. Volume 1. Groningen, Netherlands. 3-7 July, 2017. Rennes: Institut National des Sciences Appliquees Rennes., pp. 143 - 148. (Web link)
  
  
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  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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  Ostermann, Simon; Schueller, Felix; Prodan, Radu; Mayr, Georg (2014): Meteorological Applications utilizing Grid and Cloud Computing.
  In: 2014 IEEE 3rd International Conference on Cloud Networking (CloudNet). 8-10 Oct. 2014, Luxembourg, Luxemburg. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE)., ISBN 978-1-4799-2730-2, pp. 33 - 39. (Full-text) (DOI) (Web link)
  
  
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  Morar, Gabriela; Schueller, Felix; Ostermann, Simon; Prodan, Radu; Mayr, Georg (2013): Meteorological Simulations in the Cloud with the ASKALON Environment.
  In: Caragiannis, Ioannis; Alexander, Michael; Badia, Rosa Maria; Cannataro, Mario; Costan, Alexandru; Danelutto, Marco; Desprez, Frederic; Krammer, Bettina; Sahuquillo, Julio; Scott, Stephen L; Weidendorfer, Josef: Euro-Par 2012: Parallel Processing Workshops. BDMC, CGWS, HeteroPar, HiBB, OMHI, Paraphrase, PROPER, Resilience, UCHPC, VHPC, Rhodes Islands, Greece, August 27-31, 2012. Revised Selected Papers. Dordrecht - Heidelberg - London - New York - Berlin: Springer (= Lecture Notes in Computer Science, 7640)., ISBN 978-3-642-36948-3, pp. 68 - 78. (DOI) (Web link)
  
  
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  Plankensteiner, Kassian; Vergeiner, Johannes; Prodan, Radu; Mayr, Georg; Fahringer, Thomas (2010): Porting LinMod to predict precipitation in the Alps using ASKALON on the Austrian Grid.
  In: Volkert, J.; Schreiner, W.; Fahringer, T. (eds.): 3. Austrian Grid Symposium. Johannes Kepler University Linz, Austria, September 28-29, 2009. Linz: Johannes Kepler Universität Linz (JKU) (= RISC-Linz Report Series, 09-14)., pp. 103 - 113. (Web link)
  
  
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  Schüller, Felix; Qin, Jun; Nadeem, Farrukh; Prodan, Radu; Fahringer, Thomas; Mayr, Georg (2007): Performance, Scalability and Quality of the Meteorological Grid Workflow MeteoAG.
  In: Volkert, Jens; Fahringer, Thomas; Kranzlmüller, Dieter; Schreiner, Wolfgang (Eds.): Proceedings of the 2nd Austrian Grid Symposium. Wien: Österreichische Computer Gesellschaft., pp. 155 - 165.
  
  

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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  Plankensteiner, Kassian; Vergeiner, Johannes; Prodan, Radu; Mayr, Georg; Fahringer, Thomas (2010): Prediction of Precipitation in the Alps using ASKALON on the Austrian Grid.
  In: Volkert, J.; Schreiner, W.; Fahringer, T. (eds.): 3. Austrian Grid Symposium. Johannes Kepler University Linz, Austria, September 28-29, 2009. Linz: Johannes Kepler Universität Linz (JKU) (= RISC-Linz Report Series, 09-14)., pp. 87 - 90. (Web link)
  
  

Book Chapter, Transfer-Oriented

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  Mayr, Georg (2008): Der Föhn.
  In: Föst, F.; Kuhn, Michael; Mayr, G. et al.: Europäischer Meteorologischer Kalender 2009. Gebirgsmeteorologie. Deutsche Meteorologische Gesellschaft.