Yeah, I figure the smell is the exposed contaminants of the Bay itself. Everywhere on the Bay where you have mud banks they smell terrible at low tide.
Most of this is decomposing plant material that naturally collects near shorelines. Wetlands, marshes, and swamps regularly smell bad, even in completely pristine undeveloped landscapes.