"I am in Paris getting ready to celebrate the end of World War One". White House chief of staff John Kelly, a retired four-star general, and General Joe Dunford, the chairman of the Joint Chiefs of Staff, will attend the ceremony instead, the White House said.
The decision prompted a rash of criticism on Twitter, with Nicholas Soames, a British member of parliament who is a grandson of former Prime Minister Winston Churchill, saying that Trump was dishonoring USA servicemen.
White House officials said the decision was taken due to the weather and cited security concerns in hastily arranging a motorcade. The White House said he was at the residence of the USA ambassador in Paris. Macron has warned that if its scrapped and Russian Federation deploys such missiles, they could easily reach Europe but not the U.S.
Trump is scheduled to visit a different American cemetery in France on Sunday.
Trump was slated on Saturday to visit Aisne-Marne American Cemetery near the village of Belleau, France. The cemetery is located on the site of a World War I battle, in which Americans and French forces battled German force in 1918, killing over 1,800 Americans troops.
The brouhaha began Friday night, when Trump unleashed an angry Twitter jab at his host just as Air Force One touched down in Paris.
Across the line that once marked the Western Front, leaders lauded the courage of soldiers who were killed during the unprecedented slaughter, before converging on Paris for a dinner.
Trump's trip to Paris to mark the occasion got off to a rocky start as he and French President Emmanual Macron worked Saturday to ease tensions after a dustup over their comments about European security threatened to divert attention from the weekend ceremonies.
European leaders have perceived Trump's demands for billions of additional dollars in defense spending from them as a threat for the United States to pull out of the almost 70-year-old alliance. "Whichever way we can do it the best and most efficient will be something that we both want".
That has left Macron, whose own popularity in France is at a low point, as the "last man standing", said Smith, who is now serving on an worldwide affairs fellowship at the Bosch Academy in Berlin.
Their meeting on Saturday, however, included declarations of friendship but lacked their previous over-the-top displays of warmth.
Trump and first lady Melania Trump, who joined him at the palace later Saturday for a social lunch with Macron and his wife, Brigitte, had planned to visit the American cemetery in Belleau, France, to pay respects to US soldiers who died on French soil.
Trump signs proclamation limiting asylum seekers
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But by pulling the United States out of a climate-change deal signed in Paris and other global deals that France embraces - and now, with his undiplomatic tweet before meeting Macron - Trump has made clear that the French leader is not holding the reins.
This was at odds with previous engagements between the two men, which have been much warmer.
President Macron argued isolating Iran the way Mr Trump had would only create more conflicts. Macron defended the idea, saying "It's unfair to have European security today being assured by the U.S".
"I don't think we have anything scheduled in Paris and I'm coming back very quickly", the president said. He says the states in the US don't ask France or Germany or other countries to finance their armies.
It was the same with Macron, who welcomed Trump in the courtyard of the Elysee Palace with a handshake and pats on the arm.
Controversy seems to follow the US leader, however, and a fresh one had erupted as Air Force One touched down at Orly Airport Friday.
French President Emmanuel Macron has warned that Europeans can not be protected without a "true, European army", as he marks the centenary of the World War One Armistice.
In the touchdown tweet, Trump suggested Europe first pay "its fair share" of North Atlantic Treaty Organisation before contemplating a Europewide force.
"Macron is at the point where he understands the limits of their relationship", said Smith, the former Biden aide. Later, Macron reiterated that Europe needed to build up its own military because it could no longer depend on the United States for defence.
However, neither leader wants to do anything that could destabilize Saudi Arabia, the spokesman said at a briefing following the leaders' bilateral talks Saturday in Paris. The centennial is Sunday.
"We had a great discussion and we are aligned", the Elysee quoted Trump as saying during the meeting, which covered trade, defence, Syria and the fallout from the murder in Istanbul last month of Saudi journalist Jamal Khashoggi. "France and the USA have been side by side", another French official said, evoking World War I battlefields where US and French soldiers fought on the same side and the nations' joint operation against Syria earlier this year.