That depends on the region. In many places they're based on property value, and in many of those places if your property value goes down you can apply to have your home re-assessed and get taxed according to the new value. (Conversely, if your property values go up your property taxes may go up accordingly, which can in some cases take people's homes from affordable to not affordable.)