Police announced late on Monday that they believe Glenn Baxter, the father and husband in the Arizona family of five who drowned after their car crashed into Tempe Town Lake, had taken deliberate action to kill his family, the Arizona Republic reports.

A family of five, driving in their SUV, crashed into a lake in suburban Phoenix early on Sunday. Two children and their parents are dead. A third child is in critical condition.