The geographical isolation of China is primarily created by the Himalaya Mountains to the south. While the Taklamakan Desert and Gobi Desert contribute to isolation, the Himalayas represent the significant barrier to the south that has historically kept China relatively isolated from the Indian subcontinent and other regions. Therefore, the correct answer is:
Himalaya Mountains