A severe dust storm hit a rural New South Wales town on Tuesday afternoon, turning the sky a dark red and causing power outages for residents in the area.

Video shot from a family farm in the town of Barellan shows red dust blanketing the surroundings as trees jostle in the wind.

"It got incredibly dark, it was as if it was 2am at night and someone had just thrown a blanket over the sun," Sally Lees, who filmed video in the early afternoon, told Reuters.

Though dust storms do hit the area frequently, they have never been so intense, Ms Lees added. "I was born and raised on my property, and this was the most frightened and intimidated, yet impressed I've ever been."

More than 5,000 homes lost power in the area because of the storm, according to local news, though most had it restored later that night.