"The Bagley Icefield in southeastern Alaska in named for Major James W. Bagley.In 2007, the Army Geospatial Center added a plaque in his honor on the "Topographic Engineer Wall of Fame" at their headquarters in Ft. Belvoir, VA.

Bagley married Agnes Stevens in 1911.