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I'm not entirely sure how this got past the Nature editors, since a lot of this is old hat, having been discussed widely, and for many years. The message is fi
by bluenose69 6y ago
I'm not entirely sure how this got past the Nature editors, since a lot of this is old hat, having been discussed widely, and for many years.
The message is fine, as far as it goes.
However, I would argue that perceptual neutrality is not the only measure of a colour scale.
I hate jet as much as the next person, but I still do use the similar turbo scheme (which is less 'jagged' in perceptual space) when I teach. Why? Because it lets me show an image of a complex field (perhaps sea-surface temperature) and point to a spot of some value, and ask students to visually trace nearby spots of the same hue. It doesn't really matter if some students perceive the same hue for two different actual hues. So long as the neighbouring hues differ, the students can trace a local contour. I need that to explain certain topics.
Using a colour scheme with just a couple of hues makes it very, very, difficult to trace contours. It's even worse when an image is projected onto a screen, in a classroom or at a meeting. Speaker: "See this slightly yellowish green on the colourbar, at 10C? Where is it in the map?" Audience: "I dunno, when's the next coffee break?"
Essentially, colour maps with a lot of hues can make images into something like a contour diagram. This can help, because some fields are so ragged that contours are difficult to understand.
Sometimes, a linear mapping between data values and the perceived colour is the end goal. Other times, not.
- twic 6y agoThere's a kind of colourmap which is a luminance gradient in a single hue, repeated over and over again with different hues. See the various "ramps" colourmaps in ImageJ (where colourmaps are called "look-up tables", or LUTs): http://soliton.vm.bytemark.co.uk/pub/cpt-city/imagej/index.html http://soliton.vm.bytemark.co.uk/pub/cpt-city/imagej/index.h... I've seen it with a single hue as well. This kind of colourmap makes it really easy to see contours. The tradeoff is that it's hard to make comparisons between distant areas of the image.
- bluenose69 6y agoThanks. Yes, I like that type, and use it sometimes. I tend to use light-to-dark brown hues, which can give a pleasing wood-grain effect.
- alanbernstein 6y agoIs there a reason you don't like to add contour curves to these figures? Too noisy?
- bluenose69 6y agoYes, it's a noise issue.