Authorities set up a hotline for people to report missing friends and relatives, and after following up on dozens of leads, they said many of those people had been accounted for.
They did not say whether they believe anyone else is still missing or may have died.
"I think it's fair to say that the search is winding down," Sevier County Mayor Larry Waters said yesterday.
He said the searches would likely be completed today.
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Nearly 24 hours of rain on Wednesday helped dampen the wildfires, but fire officials struck a cautious tone, saying people shouldn't have a false sense of security because months of drought have left the ground bone dry and wildfires can rekindle.
The trouble began Monday when a wildfire, likely caused by a person, spread from the Great Smoky Mountains National Park into the tourist city of Gatlinburg as hurricane-force winds toppled trees and power lines, blowing embers in all directions.
"We had trees going down everywhere, power lines, all those power lines were just like lighting a match because of the extreme drought conditions. So we went from nothing to over 20-plus structure fires in a matter of minutes. And that grew and that grew and that grew," Gatlinburg Fire Chief Greg Miller said.
"Gatlinburg is the people, that's what Gatlinburg is. It's not the buildings, it's not the stuff in the buildings," Mayor Mike Werner said. "We're gonna be back better than ever. Just be patient."
Starting today, homeowners, business owners, renters and lease holders will be allowed to go see most of their Gatlinburg properties, said City Manager Cindy Cameron Ogle.
The city is hoping to open main roads to the general public on Wednesday.
About 10,000 acres, or 15 square miles, burned inside the country's most visited national park. Another 6,000 acres were scorched outside of the park.