The Team Sky member, who is a five-time Grand Tour winner, says he still needs to recover fully from last week's event in Colombia.
The seven-stage tour gets underway on Monday.
The race starts in Abu Dhabi before ending in Dubai on March 2.
It is the only UCI World Tour race in the Middle East.
This year's inaugural edition will feature 20 teams from around the world.
Alcaraz stunned by Korda at Miami Open
World number one Carlos Alcaraz was stunned by Sebastian Korda 6-3 5-7 6-4 in the third round of the Miami Open on Sunday, giving the American the biggest win of his career.
Former All Blacks assistant McLeod named Wallabies defence coach
Former All Blacks assistant coach Scott McLeod has been named Wallabies defence coach under incoming boss Les Kiss, Rugby Australia said on Monday.
10-man Real Madrid edge Atletico in pulsating derby
Vinicius Jr scored twice as Real Madrid fought back to beat Atletico Madrid 3-2 in a breathless Spanish capital derby on Sunday, keeping Alvaro Arbeloa's side within four points of LaLiga leaders Barcelona.
Man City win League Cup with O'Reilly double
Two second-half headers by Manchester City's Nico O'Reilly settled the English season's first silverware on Sunday as Pep Guardiola's side beat Arsenal 2-0 in the League Cup final.
Bezzecchi dominates MotoGP Brazil for fourth straight victory
Aprilia's Marco Bezzecchi cruised to victory at the MotoGP Brazilian Grand Prix on Sunday for his fourth consecutive Grand Prix win and now leads the championship standings.
