The production filmed in many of the rugged locations where Robert Pyle's original journey took place, including a snow-covered mountain in the middle of a storm and a lava tunnel deep underground.
The actual Guggenheim Fellowship grant which Robert Pyle received was for researching Bigfoot and not butterflies (and moths) as depicted in the film.