The storm caused torrential rains, the Rio Grande do Sul government said in a press release, warning the public about possible landslides in several areas.
The authorities said helicopter searches to find missing persons are underway in flooded neighbourhoods, noting that they have carried out 2,400 rescues in the last two days.