Publications

(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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(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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(2020). Multivariate distributional regression forests for probabilistic nowcasting of wind profiles. Proceedings of the 35th International Workshop on Statistical Modelling.

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(2020). Predicting power ramps from joint distributions of future wind speeds. Wind Energy Science (forthcoming).

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(2020). Statistical post-processing with standardized anomalies based on a 1 km gridded analysis. Meteorologische Zeitschrift.

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(2020). Remember the past: A comparison of time-adaptive training schemes for non-homogeneous regression. Nonlinear Processes in Geophysics.

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(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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(2019). Bivariate Gaussian models for wind vectors in a distributional regression framework. Advances in Statistical Climatology, Meteorology and Oceanography.

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(2019). Distributional trees for circular data. Proceedings of the 34th International Workshop on Statistical Modelling.

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(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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(2015). On the vertical exchange of heat, mass, and momentum over complex, mountainous terrain. Frontiers in Earth Science.

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(2015). The impact of embedded valleys on daytime pollution transport over a mountain range. Atmospheric Chemistry and Physics.

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