There is nice post by John Baez on system of units and coordinates:
"... systems of units are like coordinates. They’re both systems of arbitrary choices that let us describe reality using numbers. In both cases, we’re ultimately interested in learning things that don’t depend on these arbitrary choices."
The discussion is quite good and interesting.