Foehn has an impact on various climatological variables like temperature and humidity in the highly populated valleys of the Eastern Alps. With increasing global warming, the question arises as to how well climate projections are able to produce conditions for foehn and how their occurrence changes with climate change. This study uses four XGBoost models to classify foehn in EURO-CORDEX climate models of the CMIP5 generation f...

We describe the bias adjustment and downscaling to a resolution of 1 × 1 km of daily temperature, precipitation and solar radiation of a multimodel ensemble of Coupled Model Intercomparison Project Phase 6 (CMIP6) GCMs with the local observational data set BhutanClim for Bhutan and an analysis of the results for 1996–2100. The GCMs were selected based on their ability to reproduce local temporal and spatial precipitation patte...

Gridded climatological data derived for Bhutan from internationally available data sets either come at a very low spatial resolution, or do not provide daily data, or contain few in situ measurements. We present a newly developed daily high‐resolution (1 km) gridded data set for Bhutan covering the years 1996–2019 for precipitation and maximum and minimum temperature (BhutanClim). As input, we used quality‐controlled and homog...

To design effective adaptation measures to a heating climate, decision-makers need a state-of-the-art, regional and sector-specific knowledge about future climate impacts. Tailoring this information to the needs of policymakers requires collaboration between scientists and stakeholders. A lot of literature on design principles and comprehension of scientific visualisations exists. However, the links between objective comprehen...

The purpose of this investigation is to demonstrate the usability of objective methods to study the variability of precipitation and hence to contribute to a better understanding of spatial and seasonal variability of Austria's precipitation climate during the 20th century. This will be achieved by regionalizing the intra‐annual variability of seasonal precipitation distributions during three non‐overlapping 33 year samples (1...