India is broadly divided into six major physical divisions: The Himalayan Mountains, The Northern Plains, The Peninsular Plateau, The Indian Desert, The Coastal Plains, and The Islands. The Australian Desert is a major desert located on the continent of Australia, not a physical division of India. Therefore, it is the correct answer as it does not belong to India's geographical diversity.