The Orange County Sheriff's Office, Orange County Fire Rescue and their hazmat team responded to the scene, the Orlando Sentinel reported.
The suitcase was detonated after a bomb squad found electronics inside it, authorities said.
The Sentinel said Sea Harbor Drive and Central Florida Parkway were both closed while law enforcement officials investigated.
Central Florida Parkway later was reopened.
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