http://www.penzeys.com/
Go to Penzeys, they may have a store nearby or just order online. Tons of good spices and peppers, it's where I get everything I use.
Also, the Chinese peppers you're looking for may be Tien Tsin peppers. They look similar to Arbol, are hotter, and Chinese.