The US Air Force RC-135W Rivet Joint was spotted flying over the peninsula at 31,000 feet, Aircraft Spots said without specifying the exact time of the operation, reports Yonhap News Agency.
The same type of surveillance aircraft made a flight over the peninsula over the weekend, the aviation tracker tweeted on Sunday, noting that it was "actually odd timing" as it does not carry out operations "usually on weekends".
Recently a US Navy EP-3E plane also conducted similar surveillance operations.
The series of flights took place when North Korea has threatened to take a "new way" other than dialogue, if the US fails to meet its year-end deadline to make concessions in their stalled denuclearization negotiations, said Yonhap News Agency.
Warning that the deadline was drawing near, the North has said that it was entirely up to the US to decide what "Christmas gift" it would get, deepening concern that the regime could conduct an intercontinental ballistic missile (ICBM) launch.
Earlier this month, the North conducted what appeared to be two rocket engine tests at its western satellite launch site in what could be a prelude to the launch of a long-range satellite-carrying rocket or an ICBM.
As the North has taken a series of military moves, such as successive firings of short-range ballistic missiles and a submarine-launched ballistic missile, the US has deployed several types of surveillance planes over the peninsula more often than before.
( With inputs from IANS )