Stop over at Beijing Capital international airport enquiry

I am from Nigeria, currently residing in Korea. I will be travelling via China Southern Airline to Turkey.My stop over for 3hrs will be in Beijing Capital international airport before the next flight(same airline) to Istanbul (turkey). Do i need transit visa based on my nationality?Thanks