The voice actor of Katara and Sokka's mother, Kya, is the same woman who plays Azula, Grey DeLisle.
Kya was the original plan for Katara's name before they decided on Katara.
The Southern Raiders uniform is taken after their mascot, a sea raven, an animal we never see in the Avatar world.