NHK footage depicted the plane ablaze on the runway, identified as Flight 516 from New Chitose Airport, Hokkaido, scheduled to land at Haneda at 5:40 p.m.
The aircraft is understood to have been involved in a crash with a Japan coast guard aircraft.
The coast guard confirmed it is investigating the reports.
Reports stated that one person from aboard the coast guard plane had escaped, while five remained missing.