The concept originated back before humans even had a word for it. The first known use of that word was in 1902. Its primary use is related to being a journeyman or wandering to be closer to the natural world.
In etymology, the word comes from the German words for hike and desire. Now Germans use the word fernweh to get at a similar concept.