Tampa is the home of the Tampa Bay Buccaneers , Tampa Bay Lightning and Tampa Bay Storm . The NFL 's Tampa Bay Buccaneers and the NHL 's Tampa Bay Lightning call Tampa home , while the Tampa Bay Rays of Major League Baseball play across the bay in St. Petersburg .