At approximately 10 a.m. on Friday, Lily Sullivan, age six, and Jack Sullivan, age four, were last seen.
The youngsters were not kidnapped, according to the police.
Four drones and two helicopters operating in the region on Sunday are equipped with sensors that can detect body heat.