Probably some sort of test launch that stayed in the test area?
If you get the right weather conditions, and position yourself in the same spot, you can see this 'test launch' several times a week.
I've seen the same thing and I live in the middle of the U.S. Those Chinese missiles have a really impressive thrust time and awesome range. Wish we had some.