Michael Moore has joined the production team of “From Ground Zero” — the recently shortlisted Palestinian entry for the 97th Academy Awards’ best international film category — as executive producer.

A collection of shorts made by 22 Palestinian filmmakers living through war in present day Gaza, “From Ground Zero” blends animation, documentary and fiction to “capture the steadfastness of the human spirit and enduring creativity that thrives even in the face of relentless devastation,” according to the producers. Watermelon Pictures will release the film — which was coordinated and funded by director Rashid Masharawi — across the U.S. on Jan. 3.

“These Palestinian filmmakers have accomplished a cinematic miracle. They have made a brilliant film in the midst of what Amnesty International and Human Rights Watch have now declared a genocide,” said Moore, who won the Oscar in 2003 for his groundbreaking documentary “Bowling for Columbine” and the Palme d’Or in 2004 for “Fahrenheit 9/11.”

“The...