How to cite: Gubler, S., Fukutome, S., and Scherrer, S. C.: Classification of extreme temperature events in the presence of seasonality and climate change , EMS Annual Meeting 2022, Bonn, Germany, 5–9 Sep 2022, EMS2022-325, https://doi.org/10.5194/ems2022-325, 2022.