A 5.9-magnitude earthquake struck southern Taiwan on Sunday, the U.S. Geological Survey reported. The quake's epicenter was located 35 miles east of Kaohsiung and had a depth of 2.9 miles, according to USGS. There were no immediate reports of injuries, CNN reported.