Domino Recording Company reissued Far Away Trains Passing By with a second disc of six bonus tracks on 1 November 2005.[7] On 13 October 2008, Independiente issued a remastered edition of the album with an extra disc containing the same bonus tracks, along with the track "A Million Miles Away".[8]Far Away Trains Passing By was remastered again in 2019 for a new reissue, which was released on 3 April 2020 by Scripted Realities; this reissue features the aforementioned seven bonus tracks, along with the tracks "Brooks Was Here" and "A Lie for Breakfast".[9]