 Other towns built just above the Tulare Lake high-water shoreline include Kettleman City and Alpaugh (once also called Hog Island, Root Island, and Atwell's Island).Satellite maps indicate that highways, railroads, and property lines are aligned with the historic lake shores.Also, many of the farms can be seen to be much larger within its various historic shore lines than in the surrounding areas.