This soothing sound is perfect for meditation, relaxation and sleep. Rain and thunder sounds are nature’s way of signaling us to prepare for the weather. The sounds rain makes are a lot like a clap of thunder, which is caused by water droplets colliding with air molecules. A clap of thunder is usually followed by a storm, which causes lightning, heavy rain, strong winds, and snow.