Trump traveled by helicopter from the Camp David presidential retreat in Maryland to his property in Virginia.
The president gave the impression as he left the White House on Friday that he would spend Saturday at Camp David with experts monitoring what has developed into a powerful Category 4 storm.
He said he would return to Washington on Sunday to attend a briefing at the Federal Emergency Management Agency.
White House press secretary Stephanie Grisham said Trump traveled with a FEMA official and that he's being briefed "every hour."
Grisham tweeted that he will receive regular updates throughout the weekend.