The district is in Dhawalagiri Zone and part of Gandaki Pradesh in northern Nepal, straddles the Himalayas and extends northward onto the Tibetan Plateau. The district is one of the remotest areas in Nepal and is second in terms of the sparsity of population. The elevation ranges from 1,372 to 8,167 meters (Mount Dhaulagiri, the 7th highest mountain in the world), with several peaks above 7,000 meters.