These words are spelled with "-our" in British English, but thanks to Noah Webster, Americans spell them with "-or."
More here: http://www.visualthesaurus.com/cm/wordroutes/1975/
Whether you’re a teacher or a learner,
Vocabulary.com can put you or your class
on the path to systematic vocabulary improvement.