The Winter Spiti Expedition is one of the best adventure trips anyone can do during the winters in the Himalayas to experience snow. Winter Spiti Expedition is all about a cold desert mountain valley high in the Himalayan Mountains in the Indian state of Himachal Pradesh’s north-eastern corner. The word “Spiti” means “Middle Ground,” referring to the region that lies between Tibet and India.