Yes, it is possible for a piece of property to drop in value in California. The San Francisco Giants ballpark, SBC Park (formerly PacBell Park), has dropped in value by $88 million between 2001 and 2003, according to the Assessment Appeals Board of the City of San Francisco.
The Giants received a property tax refund of $3.6 million.
Source: San Francisco Examiner