What Did Google Earth Spot In the Chinese Desert?

New submitter snooz_crash writes "An Ex-CIA analyst requests your assistance in IDing a base that he has been observing for quite a while. The base has been in existence for several years, but its shape and location do not lead to an immediate answer to the riddle of 'what the heck is it?'"