Two horses are missing after their riders fell off at a Wellington beach.

A police spokeswoman said they were alerted to the incident at Paraparaumu Beach around 1pm. She said the riders had fallen off in the water but were found and had no injuries except shock.

"But the horses have not been located. Animal control has been contacted."