The City of Moreno Valley is in Riverside County with a population of about 195,000 people. Moreno Valley is the location of March Air Force Base, now named the March Joint Air Reserve Base. Â In 1984 the communities of Edgemont, Sunnymead, and Moreno came together to form the city of Moreno Valley.