It sounds like you're doing the right things. It's probably a combination of building muscle and water retention. I stepped up my workouts again at the beginning of the year and had to ignore the scale until just this week. It was jumping all over the place, in some cases higher than where I started! It takes a while for your body to adjust, but it will. Try not to get discouraged.