View across the Indus Valley from the Shanti (Peace) Stupa. Leh was the capital of the Himalayan kingdom of Ladakh, now the Leh District in the state of Jammu and Kashmir, India. Leh is at an altitude of 3,500 meters (11,483 ft).Image #: 2297671 See More From: James Sparshatt