I found an industrial park that appears to be the next best thing to a Velodrome for local cyclists. Very cool map!
http://labs.strava.com/heatmap/#15/-119.86045/34.43307/yello...
http://labs.strava.com/heatmap/#15/-119.86045/34.43307/yello...
Here's one I've raced in a few times. Looks like it's not quite as popular, though! http://labs.strava.com/heatmap/#16/-89.48204/43.05660/yellow...