A clip was posted on social media, purportedly from the site of explosion, showing a plume of smoke rising near the cost.
Reports noted that the incident caused no casualties.
At the moment, Turkish media say that the incident is believed to have been caused by a fuel tank exploding for an unspecified reason.
Samsun, located 420 kilometers north of the capital city Ankara, is one of Turkey's key Black Sea ports.