A pair of storms pounded the city Friday, overwhelming the drainage system and causing manhole covers to pop off the road, officials said. Water rose to 9 feet in some places along Washington Boulevard, a main road that runs near the Allegheny River.

Rescue crews used inflatable boats to reach marooned drivers, though some swam to safety on their own. Rhodearland “Bob” Bailey of Penn Hills, who is about 80, was rescued from the roof of his car.

He said he heard a woman yelling for help but couldn’t see anything because the water was coming down so fast, he told the Pittsburgh Tribune-Review.

“I’ve never seen nothing like this in my life,” he said. “Lord have mercy.”

Rihaan Gangat, a meteorologist for the National Weather Service, said 2.1 inches (5.3 centimeters) of rain fell in an hour during the evening rush. But an earlier storm meant the region was drenched by 3 to 4 inches (7.5 to 10 centimeters) of rain overall on Friday.

The area’s topography lends itself to flooding. The low-lying area was apparently once a creek bed and “the watershed is huge for this,” said Raymond DeMichiei, deputy director of the city Office of Emergency Management.

Hills line both sides of the section of Washington Boulevard that flooded, making it almost like a valley running between them. To the west is Highland Park, one of the highest spots in Pittsburgh. The boulevard slopes down to the north toward the Allegheny River. So when rains hit, water comes rushing in from three directions. Still, this was “a little bit more spectacular than usual,” DeMichiei said.

Near noon Saturday, there were still traffic lights out in the area.

“We had cars fully covered and we didn’t know they were there,” DeMichiei said. One man appeared to be standing in waist-deep water, and it wasn’t until crews reached him that they realized “he was standing on his SUV,” he said.

Three of the victims, identified by the medical examiner as 45-year-old Kimberly Griffith of Plum, Pennsylvania, 12-year-old Brenna Griffith and 8-year-old Mikaela Griffith, were unable to escape their vehicle, which was submerged and pinned to a tree, Pittsburgh public safety director Michael Huss said at a news conference.

Rescuers intent on rescuing a man from a tree floated over the car without knowing it was below.

“The bottom of the boat didn’t even scrape against the top of the car,” DeMichiei said.

A fourth person, a 70-year-old woman, disappeared and was found dead Saturday after a search by about 40 rescue workers, DeMichiei said. He declined to identify her or give the circumstances of her death.

Police Chief Nate Harper said 18 vehicles were stranded in the high water and 11 people were rescued. One woman required hospital treatment.

People were clinging to trees, poles and car roofs, KDKA-TV reported. One woman tried to scramble to the roof of her car but the water was moving so fast, she was dragged along in it, then grabbed on to a truck.

The rainfall overwhelmed a pair of pipes nine feet (2.7 meters) in diameter with a force powerful enough to blow off 60-pound (27-kilogram) manhole covers, DeMichiei said.

“We had geysers here,” he said.

The water receded Friday evening, but the mud-caked road remained closed Saturday as emergency crews work to clear the stranded cars.

In 1998, a tornado that landed on Mount Washington touched off worse flooding in the area, though it did not result in deaths. The flooding covered a swath about two miles (three kilometers) wide, making it appear that it was part of the river.

DeMichiei said emergency officials will discuss steps to avoid future tragedies from flooding at the site.