 It is located east of Palmdale's Civic Center.According to the Greater Antelope Valley Economic Alliance report of 2009, the "Palmdale / Lancaster" urban area has a population of 483,998, which Lake Los Angeles is a part of.The region was once called "Los Angeles Buttes", since they were the only ones in the northern part of the county.