The Tampa Bay Rays are a Major League Baseball team that plays in St. Petersburg , Florida . The Tampa Bay area finally had a team , but the stadium in St. Petersburg was already in need of an upgrade . In 1993 , the stadium was renamed the Thunderdome and became the home of the Tampa Bay Lightning hockey team and the Tampa Bay Storm Arena Football League team .