Organisers have also stated that 1500 NHS staff and key workers will be invited as special guests.
The song will be the opening cut on the album, the release date of which has now been put back to 12 June.
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.
'I Forgot' and 'Falling' are the latest in Jones' much-admired series of duets with a wide variety of artists.
'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.
The show also featured performances from Gary Clark Jr. and Los Lobos with Boz Scaggs and Robert Randolph.
Jones and Tweedy previously collaborated on 'A Song With No Name', released by Blue Note in September.
This new track is the third in a series of singles Jones has released over the past few months.
Billy Bragg has found favour with country and Americana fans since his landmark 'Mermaid Avenue' Wilco collaboration.
Neil Finn is to record his new album on 25 August 2017 and will then mix, master and release the record entitled 'Out Of Silence' on 1 September
... And You Will Know Us By The Trail Of Dead's landmark 2002 album, Source Tags & Codes, receives a 15th-anniversary vinyl reissue through Interscope/UMe
Discover the top 10 alternative country music artists who have thrown everything, from rockabilly, folk-rock and punk, into their roots rock stews.
Big Star will be honoured with the 21 April release of the multi-artist Thank You, Friends: Big Star's Third Live ... And More.