How to cite: Scheepens, D., Schicker, I., Papazek, P., Hlavackova-Schindler, K., and Plant, C.: An adapted deep convolutional RNN model for spatio-temporal prediction of wind speed extremes in the short-to-medium range for wind energy applications, EMS Annual Meeting 2022, Bonn, Germany, 5–9 Sep 2022, EMS2022-327, https://doi.org/10.5194/ems2022-327, 2022.