I'm not entirely sure what is causing this effect in my render -- I'm using the most recent version. However, it seems that the higher the resolution I try to render this nighttime scene, the worse the particles get. The attached images start from morning, noon, and then midnight and you'll see the concern I'm talking about.
Any advice would be greatly appreciated.