The decrease in emissions is due to increased emissions requirements on coal plants (lots of smaller ones have been shutting down) and fracking.

Fracking makes cheap natural gas which drives electric generation investment towards natural gas which emits about 1/2 as much carbon per unit of energy as coal.

Low gas prices means that the investments required to meet coal regulations won't ever pay off. Plants shut down.