The Colorado Desert in Joshua Tree National Park looked extremely patchy with respect to plant species distributions.  There were large areas clearly dominated by a single species, such as Ocotillo and Cholla.  Further, like other desert plants, the plants appeared to be distributed uniformly within patches.

Here’s a beautiful example of a dense patch of Cholla (Cylindropuntia bigelovii).