The rainbow colormap is not the best choice to represent data using pseudo colors.
This article is a study (using "Higgs data") showing why the rainbow colormap can be misleading and what could be better alternatives.
Submitted by Matt Williams (not verified) on Fri, 15/02/2013 - 11:02.
While the author of the piece is obviously aware of it, I'd like to point people to an excellent article from IBM called Why Should Engineers and Scientists Be Worried About Color?. It overlaps a lot with the article here and covers some excellent points. Every time I see a scientist use a rainbow plot when it's not appropriate (i.e. most of the time) I lose a little respect for them.
Hi Matt. Actually one of the author of the article we wrote for the ROOT web site is Bernice E. Rogowitz, who is the author of the article you are referring to. :-)
Our goal here was to put that in the HEP/ROOT context.
IBM article
Same Author