He was best known as a patron of scientific research: Jesup was a major contributor to fund the Arctic expeditions of Robert Peary. He was elected president of the Peary Arctic Club in 1899. Jesup also funded the Jesup North Pacific Expedition (1897-1902), a major ethnographic project led by the anthropologist Franz Boas.
