Water COLOUR or COLOR?

In school I learnt the spelling as COLOUR. I do not know when it became COLOR. Aarghh...now it is so confusing! MS word does not accept COLOR and emails show a red line with COLOUR. Internet reads COLOR while books have COLOR and COLOUR both. 

I just like it, be it COLOR or COLOUR. 

Here is some water color/colour from this week's work.