This past weekend, I traveled from the Colorado Desert to the Sonoran Desert. It was still 109+ degrees.
The visible difference is the Saguaro Cactus in the Sonoran Desert. That's the tall one with the arms.
The most important difference is that the Phoenix area has needlepoint shops!