 Pääsuke died in a train accident in 1918 in Orsha, Belarus.Pääsuke is notable as an ethnophotographer, a supplier of photographic documentation to the Estonian National Museum (ENM) in Tartu.By 2003, the ENM had identified 1305 photographs and 723 glass negatives as his work, and suspected that more among the unidentified were also by him.