Bush was heavily criticized for the federal government's federal government's response to the disaster, which left many people stranded on bridges and roofs for days. The Washington Post deemed it the second worst moment of his presidency.
"Hurricane Katrina in 2005 was the last straw for Bush's second term, with his widely criticized handling of the recovery pretty much precluding him from any kind of success in his final years in office," wrote The Washington Post's Aaron Blake, who pointed to, among other things, "an iconic image of Bush flying over the wreckage of Katrina on his way back from a vacation rather than going there immediately."
It's unclear which story the show will focus on, but film actors have been cast for several major political figures.
Matthew Broderick of Ferris Bueller's Day Off fame will portray Federal Emergency Management Agency (FEMA) Director Michael D. Brown, who was criticized alongside Bush, who famously told him, "Brownie, you're doing a heckuva job."
Annette Bening will portray Louisiana Gov. Kathleen Blanco.
The series is expected to air in 2018.
The team behind American Crime Story is already looking beyond it, however. The topic for the third season will be about the 1997 murder of Gianni Versace and the fourth season will trace the Monica Lewinsky scandal, according to the Hollywood Reporter.