It happened in a backyard along National Drive in the Mill Basin section.
All three victims were pulled from the water and are expected to be alright.
It's not yet clear what caused the deck to collapse.
Pool and deck collapse in Brooklyn
BROOKLYN Three children tumbled into the Mill Basin Inlet Monday afternoon, when the deck they were standing on collapsed when the pool it was supporting crashed into the water below.
