The geographical feature responsible for creating rain shadows is the presence of mountains. When moist air ascends the windward side of a mountain, it cools and loses moisture as precipitation. The leeward side, in contrast, receives significantly less rainfall, creating a dry area known as a rain shadow. This phenomenon affects local climates and ecosystems significantly.