America and Russia both have satellites that monitor the globe for missile launches, it's a leftover from the Cold War when we were watching for a nuclear first strike.

The infrared signature of a missile or explosion is easy to detect from space... emissions in the IR spectrum travel through the atmosphere much better than visible light.