Does this happen anywhere else other than in South Dakota? A herd of horses caused a traffic hazard in the state’s busiest city. According to the Sioux Falls Police Department…at approximately 7 o’clock Thursday night the Sioux Falls Police Department began receiving several calls regarding a traffic hazard involving a herd of horses loose on the city streets.