At this time, there are no reports of deaths.
Several people are said to be injured and a train carriage is said to have derailed.
According to Taiwanese media, a convenience store has collapsed in the area.
A rescue effort has begun to evacuate the people inside the building, writes Reuters.
Taiwan's weather bureau states that there are also risks of a tsunami.
The text is updated.