Fish and Game Department workers were eventually able to corner the bear in a flood control channel, where they tranquilized it with a dart gun.
The bear, estimated at 250 pounds, was taken to a remote forest area for release.
Duarte is about 20 miles northeast of downtown Los Angeles in the San Gabriel Valley.