Publications

Thomas Muschinski, Moritz N. Lang, Georg J. Mayr, Jakob W. Messner, Achim Zeileis, Thorsten Simon (2022). Predicting power ramps from joint distributions of future wind speeds. Wind Energy Science.

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Simon Fuger, Anna N. Köhl, Thomas Stroehle, Moritz N. Lang, Johann Füller, Katja Hutter (2021). Fighting the wicked problem of plastic pollution and its consequences for developing regions with expert and crowd solutions. Proceedings of the 54rd Annual Hawaii International Conference on System Sciences.

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Moritz N. Lang, Lisa Schlosser, Torsten Hothorn, Georg J. Mayr, Reto Stauffer, Achim Zeileis (2020). Circular regression trees and forests with an application to probabilistic wind direction forecasting. Journal of the Royal Statistical Society: Series C (Applied Statistics).

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Moritz N. Lang, Georg J. Mayr, Lisa Schlosser, Thorsten Simon, Reto Stauffer, Achim Zeileis (2020). Multivariate distributional regression forests for probabilistic nowcasting of wind profiles. Proceedings of the 35th International Workshop on Statistical Modelling.

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Elisa Perrone, Irene Schicker, Moritz N. Lang (2020). A case study of empirical copula methods for the statistical correction of forecasts of the ALADIN-LAEF system. Meteorologische Zeitschrift.

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Markus Dabernig, Irene Schicker, Alexander Kann, Yong Wang, Moritz N. Lang (2020). Statistical post-processing with standardized anomalies based on a 1 km gridded analysis. Meteorologische Zeitschrift.

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Moritz N. Lang, Sebastian Lerch, Georg J. Mayr, Thorsten Simon, Reto Stauffer, Achim Zeileis (2020). Remember the past: A comparison of time-adaptive training schemes for non-homogeneous regression. Nonlinear Processes in Geophysics.

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Anna N. Köhl, Simon Fuger, Moritz N. Lang, Johann Füller, Martin Stuchtey (2020). How text mining algorithms for crowdsourcing can help us to identify today's pressing societal issues. Proceedings of the 53rd Annual Hawaii International Conference on System Sciences.

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Moritz N. Lang, Georg J. Mayr, Reto Stauffer, Achim Zeileis (2019). Bivariate Gaussian models for wind vectors in a distributional regression framework. Advances in Statistical Climatology, Meteorology and Oceanography.

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Lisa Schlosser, Moritz N. Lang, Torsten Hothorn, Georg J. Mayr, Reto Stauffer, Achim Zeileis (2019). Distributional trees for circular data. Proceedings of the 34th International Workshop on Statistical Modelling.

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Moritz N. Lang, Georg J. Mayr, Reto Stauffer, Achim Zeileis (2019). Correlation effects in a bivariate Gaussian regression model for wind vectors. Proceedings of the 34th International Workshop on Statistical Modelling.

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Mathias W. Rotach, Alexander Gohm, Moritz N. Lang, Daniel Leukauf, Ivana Stiperski, Johannes S. Wagner (2015). On the vertical exchange of heat, mass, and momentum over complex, mountainous terrain. Frontiers in Earth Science.

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Moritz N. Lang, Alexander Gohm, Johannes S. Wagner (2015). The impact of embedded valleys on daytime pollution transport over a mountain range. Atmospheric Chemistry and Physics.

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