The new record is set for released on 8 May via Blue Note Records.
The Woody Guthrie Centre will present 'This Land is Your Land: A Celebration of 80 Years' in New York on 23 February.
'Take It Away' is the latest in an ongoing series of highly-acclaimed single the Grammy-winning singer-songwriter has released over the past two years.
'Begin Again' gathers seven songs that Jones has recorded over the past year with collaborators including Jeff Tweedy, Thomas Bartlett, and Brian Blade.
The album includes seven stylistically diverse tracks recorded with collaborators including Thomas Bartlett and Wilco's Jeff Tweedy.
Jones and Tweedy previously collaborated on 'A Song With No Name', released by Blue Note in September.
Other celebrities involved are Steve Buscemi, Ben Stiller, Jarvis Cocker and Jeff Tweedy.
This new track is the third in a series of singles Jones has released over the past few months.
Big Star will be honoured with the 21 April release of the multi-artist Thank You, Friends: Big Star's Third Live ... And More.
Yoko Ono, Ringo Starr, Keith Richards, Sting and Bruce Springsteen are among the major stars appearing in the video for the fundraising 'We Are Not Afraid.'