Knowledge of past climate change is essential to test our understanding of the rapidly changing Arctic. One of the longest Arctic temperature time series comes from observations in Svalbard that extend back more than 125 years but have a gap during World War II between 1941 and 1945. Observations from German military weather stations on Svalbard have now been retrieved from weather maps preserved at the Deutscher Wetterdienst (DWD), which will help close much of the existing data gap.