Jespersen participated in the fighting during the German invasion of Norway in 1940. He then embarked on a long journey via Finland, Russia, Japan, crossing the Pacific Ocean and finally reaching North America. He received his pilot training at the Little Norway training camp in Toronto, Ontario, Canada. Fellow orienteer Per Bergsland from IL Heming was also trained as a pilot in Toronto.Berglia 1987: p. 74
