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Novel multivariate quantile mapping methods for ensemble post-processing of medium-range forecasts
Statistical post-processing is an indispensable tool for providing accurate weather forecasts and...
Kirien Whan, Jakob Zscheischler, Alexander I.Jordan, Johanna F. Ziegel | Journal: Weather and Climate Extremes | Volume: 32 | Year: 2021 | doi: https://doi.org/10.1016/j.wace.2021.100310
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Modeling and simulating spatial extremes by combining extreme value theory with generative adversarial networks
Modeling dependencies between climate extremes is important for climate risk assessment, for inst...
Y Boulaguiem, J Zschleischler, E Vignotto, K van der Wiel, S Engelke | Journal: Environmental Data Science | Volume: 1 | Year: 2022 | First page: e5 | doi: 10.1017/eds.2022.4
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A climate database with varying drought-heat signatures for climate impact modelling
Extreme climate events, such as droughts and heatwaves, can have large impacts on the environment...
E Tschumi, S Lienert, K van der Wiel, F Koos, J Zschleischler | Journal: Geoscience Data Journal | Volume: 9 | Year: 2022 | First page: 154 | Last page: 166 | doi: 10.1002/gdj3.129
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The effects of varying drought-heat signatures on terrestrial carbon dynamics and vegetation composition
The frequency and severity of droughts and heatwaves are projected to increase under global warmi...
E Tschumi, S Lienert, K van der Wiel, F Koos, J Zschleischler | Journal: Biogeosciences | Volume: 19 | Year: 2022 | First page: 1979 | Last page: 1993 | doi: 10.5194/bg-19-1979-2022
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Identifying meteorological drivers of extreme impacts: an application to simulated crop yields
Compound weather events may lead to extreme impacts that can affect many aspects of society inclu...
J Vogel, P Rivoire, C Deidda, L Rahimi, CA Sauter, E Tschumi, K van der Wiel, T Zhang, J Zschleischler | Journal: Earth System Dynamics | Volume: 12 | Year: 2021 | First page: 151 | Last page: 172 | doi: 10.5194/esd-12-151-2021
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