The pool, which is owned by the Upper Hutt City Council, said the "closure is due to an air quality issue".
"A small number of children suffering discomfort have been taken to hospital for observation. Council is investigating the issue and will assess whether or not to reopen tomorrow as more information comes to light," the council said.